grep: warning: GREP_OPTIONS is deprecated; please use an alias or script /usr/local/lib/python3.7/site-packages/paddle/tensor/creation.py:125: DeprecationWarning: `np.object` is a deprecated alias for the builtin `object`. To silence this warning, use `object` by itself. Doing this will not modify any behavior and is safe. Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations if data.dtype == np.object: /usr/local/lib/python3.7/site-packages/scipy/linalg/__init__.py:212: DeprecationWarning: The module numpy.dual is deprecated. Instead of using dual, use the functions directly from numpy or scipy. from numpy.dual import register_func /usr/local/lib/python3.7/site-packages/scipy/special/orthogonal.py:81: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information. Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations from numpy import (exp, inf, pi, sqrt, floor, sin, cos, around, int, /usr/local/lib/python3.7/site-packages/scipy/io/matlab/mio5.py:98: DeprecationWarning: `np.bool` is a deprecated alias for the builtin `bool`. To silence this warning, use `bool` by itself. Doing this will not modify any behavior and is safe. If you specifically wanted the numpy scalar type, use `np.bool_` here. Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations from .mio5_utils import VarReader5 Warning: import ppdet from source directory without installing, run 'python setup.py install' to install ppdet firstly W1111 12:21:57.841846 92565 gen_comm_id_helper.cc:120] connect addr=127.0.0.1:12001 failed 1 times with reason: Connection refused retry after 0.5 seconds I1111 12:21:58.342622 92565 nccl_context.cc:74] init nccl context nranks: 6 local rank: 0 gpu id: 0 ring id: 0 W1111 12:22:00.134089 92565 device_context.cc:404] Please NOTE: device: 0, GPU Compute Capability: 7.0, Driver API Version: 10.2, Runtime API Version: 10.2 W1111 12:22:00.142339 92565 device_context.cc:422] device: 0, cuDNN Version: 7.6. loading annotations into memory... Done (t=28.33s) creating index... index created! [11/11 12:22:46] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 117250, x1: 181.0, y1: 118.0, x2: 181.0, y2: 119.0. [11/11 12:22:47] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 148160, x1: 135.0, y1: 280.0, x2: 136.0, y2: 280.0. [11/11 12:22:59] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 217034, x1: 211.64685056, y1: 203.173278816, x2: 211.64685056, y2: 204.356811504. [11/11 12:23:08] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 275900, x1: 433.56384276160003, y1: 420.4645385728, x2: 439.66027832960003, y2: 420.4645385728. [11/11 12:23:28] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 448551, x1: 296.65, y1: 388.33, x2: 297.67999999999995, y2: 388.33. [11/11 12:23:35] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 503368, x1: 9.98, y1: 188.56, x2: 15.52, y2: 188.56. /usr/local/lib/python3.7/site-packages/paddle/tensor/creation.py:125: DeprecationWarning: `np.object` is a deprecated alias for the builtin `object`. To silence this warning, use `object` by itself. Doing this will not modify any behavior and is safe. Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations if data.dtype == np.object: [11/11 12:23:51] ppdet.utils.checkpoint INFO: ['backbone.fc.bias', 'backbone.fc.weight', 'backbone.last_conv.weight'] in pretrained weight is not used in the model, and its will not be loaded [11/11 12:23:51] ppdet.utils.checkpoint INFO: Finish loading model weights: ./PPLCNet_x2_5_ssld_pretrained_ppdet.pdparams /usr/local/lib/python3.7/site-packages/paddle/fluid/framework.py:706: DeprecationWarning: `np.bool` is a deprecated alias for the builtin `bool`. To silence this warning, use `bool` by itself. Doing this will not modify any behavior and is safe. If you specifically wanted the numpy scalar type, use `np.bool_` here. Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations elif dtype == np.bool: /paddle/code/gry/PaddleDetection/ppdet/modeling/assigners/simota_assigner.py:236: DeprecationWarning: `np.bool` is a deprecated alias for the builtin `bool`. To silence this warning, use `bool` by itself. Doing this will not modify any behavior and is safe. If you specifically wanted the numpy scalar type, use `np.bool_` here. Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations np.bool)] = match_gt_inds_to_fg + 1 [11/11 12:24:00] ppdet.engine INFO: Epoch: [0] [ 0/3251] learning_rate: 0.020000 loss_vfl: 0.950431 loss_bbox: 0.881994 loss_dfl: 0.381808 loss: 2.214233 eta: 34 days, 8:40:27 batch_cost: 9.1320 data_cost: 4.9378 ips: 3.0661 images/s [11/11 12:24:44] ppdet.engine INFO: Epoch: [0] [ 20/3251] learning_rate: 0.032000 loss_vfl: 0.966907 loss_bbox: 1.007151 loss_dfl: 0.469331 loss: 2.516592 eta: 9 days, 2:26:25 batch_cost: 2.0834 data_cost: 0.0009 ips: 13.4396 images/s [11/11 12:25:31] ppdet.engine INFO: Epoch: [0] [ 40/3251] learning_rate: 0.044000 loss_vfl: 0.822671 loss_bbox: 0.953319 loss_dfl: 0.457955 loss: 2.198400 eta: 8 days, 16:28:32 batch_cost: 2.1931 data_cost: 0.0010 ips: 12.7672 images/s [11/11 12:26:17] ppdet.engine INFO: Epoch: [0] [ 60/3251] learning_rate: 0.056000 loss_vfl: 0.754296 loss_bbox: 0.860281 loss_dfl: 0.414186 loss: 2.052838 eta: 8 days, 10:38:45 batch_cost: 2.1123 data_cost: 0.0010 ips: 13.2554 images/s [11/11 12:27:06] ppdet.engine INFO: Epoch: [0] [ 80/3251] learning_rate: 0.068000 loss_vfl: 0.765262 loss_bbox: 0.824731 loss_dfl: 0.385217 loss: 1.976456 eta: 8 days, 11:10:49 batch_cost: 2.2690 data_cost: 0.0008 ips: 12.3405 images/s [11/11 12:27:51] ppdet.engine INFO: Epoch: [0] [ 100/3251] learning_rate: 0.080000 loss_vfl: 0.777020 loss_bbox: 0.833475 loss_dfl: 0.398354 loss: 1.988248 eta: 8 days, 9:36:05 batch_cost: 2.1628 data_cost: 0.0014 ips: 12.9459 images/s [11/11 12:28:37] ppdet.engine INFO: Epoch: [0] [ 120/3251] learning_rate: 0.092000 loss_vfl: 0.802809 loss_bbox: 0.753953 loss_dfl: 0.375504 loss: 1.949975 eta: 8 days, 8:06:07 batch_cost: 2.1335 data_cost: 0.0009 ips: 13.1241 images/s [11/11 12:29:21] ppdet.engine INFO: Epoch: [0] [ 140/3251] learning_rate: 0.104000 loss_vfl: 0.814515 loss_bbox: 0.794286 loss_dfl: 0.373437 loss: 1.956850 eta: 8 days, 6:09:03 batch_cost: 2.0652 data_cost: 0.0009 ips: 13.5578 images/s [11/11 12:30:08] ppdet.engine INFO: Epoch: [0] [ 160/3251] learning_rate: 0.116000 loss_vfl: 0.807039 loss_bbox: 0.692231 loss_dfl: 0.335729 loss: 1.813388 eta: 8 days, 6:16:09 batch_cost: 2.2068 data_cost: 0.0012 ips: 12.6879 images/s [11/11 12:30:53] ppdet.engine INFO: Epoch: [0] [ 180/3251] learning_rate: 0.128000 loss_vfl: 0.830893 loss_bbox: 0.686536 loss_dfl: 0.334093 loss: 1.830342 eta: 8 days, 5:11:01 batch_cost: 2.0890 data_cost: 0.0011 ips: 13.4035 images/s [11/11 12:31:38] ppdet.engine INFO: Epoch: [0] [ 200/3251] learning_rate: 0.140000 loss_vfl: 0.842328 loss_bbox: 0.603858 loss_dfl: 0.300188 loss: 1.772557 eta: 8 days, 5:00:33 batch_cost: 2.1667 data_cost: 0.0011 ips: 12.9232 images/s [11/11 12:32:23] ppdet.engine INFO: Epoch: [0] [ 220/3251] learning_rate: 0.152000 loss_vfl: 0.878965 loss_bbox: 0.647422 loss_dfl: 0.321907 loss: 1.837568 eta: 8 days, 4:57:07 batch_cost: 2.1774 data_cost: 0.0013 ips: 12.8594 images/s [11/11 12:33:11] ppdet.engine INFO: Epoch: [0] [ 240/3251] learning_rate: 0.164000 loss_vfl: 0.871444 loss_bbox: 0.639443 loss_dfl: 0.334497 loss: 1.837554 eta: 8 days, 5:31:34 batch_cost: 2.2607 data_cost: 0.0012 ips: 12.3854 images/s [11/11 12:33:55] ppdet.engine INFO: Epoch: [0] [ 260/3251] learning_rate: 0.176000 loss_vfl: 0.896081 loss_bbox: 0.567288 loss_dfl: 0.295798 loss: 1.827779 eta: 8 days, 4:58:11 batch_cost: 2.1102 data_cost: 0.0009 ips: 13.2688 images/s [11/11 12:34:42] ppdet.engine INFO: Epoch: [0] [ 280/3251] learning_rate: 0.188000 loss_vfl: 0.907737 loss_bbox: 0.552560 loss_dfl: 0.293371 loss: 1.772589 eta: 8 days, 4:59:56 batch_cost: 2.1893 data_cost: 0.0014 ips: 12.7895 images/s [11/11 12:35:28] ppdet.engine INFO: Epoch: [0] [ 300/3251] learning_rate: 0.200000 loss_vfl: 0.895300 loss_bbox: 0.576441 loss_dfl: 0.294491 loss: 1.765731 eta: 8 days, 5:10:37 batch_cost: 2.2151 data_cost: 0.0010 ips: 12.6406 images/s [11/11 12:36:12] ppdet.engine INFO: Epoch: [0] 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loss_bbox: 0.520897 loss_dfl: 0.286881 loss: 1.728152 eta: 8 days, 4:49:20 batch_cost: 2.2662 data_cost: 0.0011 ips: 12.3556 images/s [11/11 12:40:03] ppdet.engine INFO: Epoch: [0] [ 420/3251] learning_rate: 0.199999 loss_vfl: 0.937410 loss_bbox: 0.464494 loss_dfl: 0.255057 loss: 1.663374 eta: 8 days, 4:20:15 batch_cost: 2.0719 data_cost: 0.0009 ips: 13.5141 images/s [11/11 12:40:50] ppdet.engine INFO: Epoch: [0] [ 440/3251] learning_rate: 0.199999 loss_vfl: 0.886872 loss_bbox: 0.500541 loss_dfl: 0.264095 loss: 1.648743 eta: 8 days, 4:35:21 batch_cost: 2.2414 data_cost: 0.0010 ips: 12.4919 images/s [11/11 12:41:37] ppdet.engine INFO: Epoch: [0] [ 460/3251] learning_rate: 0.199999 loss_vfl: 0.889265 loss_bbox: 0.531738 loss_dfl: 0.274828 loss: 1.679328 eta: 8 days, 4:45:41 batch_cost: 2.2270 data_cost: 0.0009 ips: 12.5728 images/s [11/11 12:42:21] ppdet.engine INFO: Epoch: [0] [ 480/3251] learning_rate: 0.199999 loss_vfl: 0.906086 loss_bbox: 0.465478 loss_dfl: 0.259174 loss: 1.661836 eta: 8 days, 4:33:32 batch_cost: 2.1312 data_cost: 0.0010 ips: 13.1383 images/s [11/11 12:43:09] ppdet.engine INFO: Epoch: [0] [ 500/3251] learning_rate: 0.199999 loss_vfl: 0.922143 loss_bbox: 0.459961 loss_dfl: 0.253337 loss: 1.635726 eta: 8 days, 4:49:04 batch_cost: 2.2550 data_cost: 0.0009 ips: 12.4166 images/s [11/11 12:43:52] ppdet.engine INFO: Epoch: [0] [ 520/3251] learning_rate: 0.199999 loss_vfl: 0.908478 loss_bbox: 0.492686 loss_dfl: 0.279342 loss: 1.663015 eta: 8 days, 4:12:07 batch_cost: 2.0084 data_cost: 0.0009 ips: 13.9413 images/s [11/11 12:44:38] ppdet.engine INFO: Epoch: [0] [ 540/3251] learning_rate: 0.199999 loss_vfl: 0.921751 loss_bbox: 0.460843 loss_dfl: 0.262407 loss: 1.642305 eta: 8 days, 4:11:46 batch_cost: 2.1780 data_cost: 0.0009 ips: 12.8560 images/s [11/11 12:45:24] ppdet.engine INFO: Epoch: [0] [ 560/3251] learning_rate: 0.199999 loss_vfl: 0.931978 loss_bbox: 0.417359 loss_dfl: 0.235266 loss: 1.574449 eta: 8 days, 4:03:53 batch_cost: 2.1391 data_cost: 0.0175 ips: 13.0897 images/s [11/11 12:46:10] ppdet.engine INFO: Epoch: [0] [ 580/3251] learning_rate: 0.199998 loss_vfl: 0.914509 loss_bbox: 0.484249 loss_dfl: 0.267667 loss: 1.658355 eta: 8 days, 4:02:15 batch_cost: 2.1700 data_cost: 0.0016 ips: 12.9033 images/s [11/11 12:46:55] ppdet.engine INFO: Epoch: [0] [ 600/3251] learning_rate: 0.199998 loss_vfl: 0.943190 loss_bbox: 0.388964 loss_dfl: 0.221333 loss: 1.565901 eta: 8 days, 3:47:11 batch_cost: 2.0951 data_cost: 0.0009 ips: 13.3647 images/s [11/11 12:47:41] ppdet.engine INFO: Epoch: [0] [ 620/3251] learning_rate: 0.199998 loss_vfl: 0.933207 loss_bbox: 0.476469 loss_dfl: 0.258491 loss: 1.645359 eta: 8 days, 3:52:04 batch_cost: 2.2042 data_cost: 0.0009 ips: 12.7030 images/s [11/11 12:48:27] ppdet.engine INFO: Epoch: [0] [ 640/3251] learning_rate: 0.199998 loss_vfl: 0.942730 loss_bbox: 0.422274 loss_dfl: 0.242490 loss: 1.614320 eta: 8 days, 3:53:18 batch_cost: 2.1848 data_cost: 0.0010 ips: 12.8160 images/s [11/11 12:49:13] ppdet.engine INFO: Epoch: [0] [ 660/3251] learning_rate: 0.199998 loss_vfl: 0.919415 loss_bbox: 0.478833 loss_dfl: 0.263964 loss: 1.638970 eta: 8 days, 3:56:59 batch_cost: 2.2003 data_cost: 0.0009 ips: 12.7253 images/s [11/11 12:50:00] ppdet.engine INFO: Epoch: [0] [ 680/3251] learning_rate: 0.199998 loss_vfl: 0.907272 loss_bbox: 0.403857 loss_dfl: 0.226061 loss: 1.551755 eta: 8 days, 3:55:43 batch_cost: 2.1709 data_cost: 0.0010 ips: 12.8979 images/s [11/11 12:50:47] ppdet.engine INFO: Epoch: [0] [ 700/3251] learning_rate: 0.199998 loss_vfl: 0.890252 loss_bbox: 0.443320 loss_dfl: 0.244925 loss: 1.591333 eta: 8 days, 4:02:00 batch_cost: 2.2196 data_cost: 0.0009 ips: 12.6152 images/s [11/11 12:51:33] ppdet.engine INFO: Epoch: [0] [ 720/3251] learning_rate: 0.199998 loss_vfl: 0.918827 loss_bbox: 0.441712 loss_dfl: 0.253621 loss: 1.677902 eta: 8 days, 4:01:23 batch_cost: 2.1762 data_cost: 0.0011 ips: 12.8663 images/s [11/11 12:52:20] ppdet.engine INFO: Epoch: [0] [ 740/3251] learning_rate: 0.199997 loss_vfl: 0.938037 loss_bbox: 0.403144 loss_dfl: 0.233503 loss: 1.578285 eta: 8 days, 4:06:17 batch_cost: 2.2140 data_cost: 0.0008 ips: 12.6469 images/s [11/11 12:53:06] ppdet.engine INFO: Epoch: [0] [ 760/3251] learning_rate: 0.199997 loss_vfl: 0.917067 loss_bbox: 0.437478 loss_dfl: 0.245473 loss: 1.578903 eta: 8 days, 4:10:15 batch_cost: 2.2096 data_cost: 0.0008 ips: 12.6722 images/s [11/11 12:53:51] ppdet.engine INFO: Epoch: [0] [ 780/3251] learning_rate: 0.199997 loss_vfl: 0.950445 loss_bbox: 0.425162 loss_dfl: 0.236826 loss: 1.585558 eta: 8 days, 4:03:32 batch_cost: 2.1341 data_cost: 0.0012 ips: 13.1202 images/s [11/11 12:54:38] ppdet.engine INFO: Epoch: [0] [ 800/3251] learning_rate: 0.199997 loss_vfl: 0.918738 loss_bbox: 0.438763 loss_dfl: 0.247722 loss: 1.589462 eta: 8 days, 4:08:21 batch_cost: 2.2173 data_cost: 0.0012 ips: 12.6278 images/s [11/11 12:55:24] ppdet.engine INFO: Epoch: [0] [ 820/3251] learning_rate: 0.199997 loss_vfl: 0.918443 loss_bbox: 0.433096 loss_dfl: 0.248682 loss: 1.632721 eta: 8 days, 4:08:08 batch_cost: 2.1812 data_cost: 0.0010 ips: 12.8370 images/s [11/11 12:56:11] ppdet.engine INFO: Epoch: [0] [ 840/3251] learning_rate: 0.199997 loss_vfl: 0.931896 loss_bbox: 0.422678 loss_dfl: 0.236987 loss: 1.588480 eta: 8 days, 4:10:15 batch_cost: 2.1995 data_cost: 0.0009 ips: 12.7303 images/s [11/11 12:56:57] ppdet.engine INFO: Epoch: [0] [ 860/3251] learning_rate: 0.199997 loss_vfl: 0.923521 loss_bbox: 0.435952 loss_dfl: 0.250056 loss: 1.636052 eta: 8 days, 4:04:19 batch_cost: 2.1365 data_cost: 0.0010 ips: 13.1054 images/s [11/11 12:57:42] ppdet.engine INFO: Epoch: [0] [ 880/3251] learning_rate: 0.199996 loss_vfl: 0.935353 loss_bbox: 0.410059 loss_dfl: 0.243288 loss: 1.612792 eta: 8 days, 3:54:27 batch_cost: 2.1024 data_cost: 0.0011 ips: 13.3180 images/s [11/11 12:58:29] ppdet.engine INFO: Epoch: [0] [ 900/3251] learning_rate: 0.199996 loss_vfl: 0.915692 loss_bbox: 0.465757 loss_dfl: 0.256964 loss: 1.600999 eta: 8 days, 3:53:21 batch_cost: 2.1722 data_cost: 0.0011 ips: 12.8902 images/s [11/11 12:59:14] ppdet.engine INFO: Epoch: [0] [ 920/3251] learning_rate: 0.199996 loss_vfl: 0.920252 loss_bbox: 0.380559 loss_dfl: 0.222372 loss: 1.535432 eta: 8 days, 3:55:04 batch_cost: 2.1961 data_cost: 0.0009 ips: 12.7502 images/s [11/11 13:00:00] ppdet.engine INFO: Epoch: [0] [ 940/3251] learning_rate: 0.199996 loss_vfl: 0.927744 loss_bbox: 0.406445 loss_dfl: 0.228263 loss: 1.575549 eta: 8 days, 3:50:18 batch_cost: 2.1405 data_cost: 0.0009 ips: 13.0812 images/s [11/11 13:00:45] ppdet.engine INFO: Epoch: [0] [ 960/3251] learning_rate: 0.199996 loss_vfl: 0.916791 loss_bbox: 0.407603 loss_dfl: 0.237730 loss: 1.555889 eta: 8 days, 3:50:49 batch_cost: 2.1859 data_cost: 0.0009 ips: 12.8096 images/s [11/11 13:01:31] ppdet.engine INFO: Epoch: [0] [ 980/3251] learning_rate: 0.199996 loss_vfl: 0.899227 loss_bbox: 0.406335 loss_dfl: 0.232785 loss: 1.548860 eta: 8 days, 3:40:53 batch_cost: 2.0915 data_cost: 0.0009 ips: 13.3877 images/s [11/11 13:02:16] ppdet.engine INFO: Epoch: [0] [1000/3251] learning_rate: 0.199995 loss_vfl: 0.909743 loss_bbox: 0.443705 loss_dfl: 0.241735 loss: 1.603767 eta: 8 days, 3:30:26 batch_cost: 2.0834 data_cost: 0.0009 ips: 13.4395 images/s [11/11 13:03:03] ppdet.engine INFO: Epoch: [0] [1020/3251] learning_rate: 0.199995 loss_vfl: 0.896521 loss_bbox: 0.364770 loss_dfl: 0.214146 loss: 1.501783 eta: 8 days, 3:36:37 batch_cost: 2.2369 data_cost: 0.0011 ips: 12.5176 images/s [11/11 13:03:47] ppdet.engine INFO: Epoch: [0] [1040/3251] learning_rate: 0.199995 loss_vfl: 0.935229 loss_bbox: 0.445476 loss_dfl: 0.248483 loss: 1.619428 eta: 8 days, 3:27:41 batch_cost: 2.0939 data_cost: 0.0011 ips: 13.3724 images/s [11/11 13:04:32] ppdet.engine INFO: Epoch: [0] [1060/3251] learning_rate: 0.199995 loss_vfl: 0.934053 loss_bbox: 0.393276 loss_dfl: 0.221670 loss: 1.535556 eta: 8 days, 3:23:49 batch_cost: 2.1406 data_cost: 0.0012 ips: 13.0807 images/s [11/11 13:05:19] ppdet.engine INFO: Epoch: [0] [1080/3251] learning_rate: 0.199995 loss_vfl: 0.907381 loss_bbox: 0.412659 loss_dfl: 0.235594 loss: 1.565279 eta: 8 days, 3:23:36 batch_cost: 2.1758 data_cost: 0.0015 ips: 12.8689 images/s [11/11 13:06:05] ppdet.engine INFO: Epoch: [0] [1100/3251] learning_rate: 0.199994 loss_vfl: 0.925816 loss_bbox: 0.408599 loss_dfl: 0.222846 loss: 1.550658 eta: 8 days, 3:20:07 batch_cost: 2.1429 data_cost: 0.0009 ips: 13.0666 images/s [11/11 13:06:50] ppdet.engine INFO: Epoch: [0] [1120/3251] learning_rate: 0.199994 loss_vfl: 0.909092 loss_bbox: 0.412225 loss_dfl: 0.228026 loss: 1.540510 eta: 8 days, 3:17:32 batch_cost: 2.1511 data_cost: 0.0131 ips: 13.0165 images/s [11/11 13:07:36] ppdet.engine INFO: Epoch: [0] [1140/3251] learning_rate: 0.199994 loss_vfl: 0.910058 loss_bbox: 0.419593 loss_dfl: 0.245988 loss: 1.585877 eta: 8 days, 3:09:02 batch_cost: 2.0878 data_cost: 0.0010 ips: 13.4114 images/s [11/11 13:08:22] ppdet.engine INFO: Epoch: [0] [1160/3251] learning_rate: 0.199994 loss_vfl: 0.915823 loss_bbox: 0.449551 loss_dfl: 0.250741 loss: 1.635708 eta: 8 days, 3:15:26 batch_cost: 2.2452 data_cost: 0.0008 ips: 12.4713 images/s [11/11 13:09:06] ppdet.engine INFO: Epoch: [0] [1180/3251] learning_rate: 0.199993 loss_vfl: 0.925586 loss_bbox: 0.417482 loss_dfl: 0.233774 loss: 1.564772 eta: 8 days, 3:08:30 batch_cost: 2.1020 data_cost: 0.0017 ips: 13.3205 images/s [11/11 13:09:51] ppdet.engine INFO: Epoch: [0] [1200/3251] learning_rate: 0.199993 loss_vfl: 0.916476 loss_bbox: 0.441623 loss_dfl: 0.242857 loss: 1.582385 eta: 8 days, 2:59:03 batch_cost: 2.0718 data_cost: 0.0009 ips: 13.5147 images/s [11/11 13:10:35] ppdet.engine INFO: Epoch: [0] [1220/3251] learning_rate: 0.199993 loss_vfl: 0.940697 loss_bbox: 0.438338 loss_dfl: 0.240306 loss: 1.615161 eta: 8 days, 2:46:55 batch_cost: 2.0380 data_cost: 0.0009 ips: 13.7391 images/s [11/11 13:11:21] ppdet.engine INFO: Epoch: [0] [1240/3251] learning_rate: 0.199993 loss_vfl: 0.900166 loss_bbox: 0.397027 loss_dfl: 0.232767 loss: 1.534184 eta: 8 days, 2:47:30 batch_cost: 2.1800 data_cost: 0.0010 ips: 12.8439 images/s [11/11 13:12:08] ppdet.engine INFO: Epoch: [0] [1260/3251] learning_rate: 0.199993 loss_vfl: 0.911958 loss_bbox: 0.444985 loss_dfl: 0.239694 loss: 1.565195 eta: 8 days, 2:48:55 batch_cost: 2.1903 data_cost: 0.0017 ips: 12.7835 images/s [11/11 13:12:54] ppdet.engine INFO: Epoch: [0] [1280/3251] learning_rate: 0.199992 loss_vfl: 0.926377 loss_bbox: 0.411710 loss_dfl: 0.235193 loss: 1.603848 eta: 8 days, 2:44:41 batch_cost: 2.1240 data_cost: 0.0009 ips: 13.1827 images/s [11/11 13:13:38] ppdet.engine INFO: Epoch: [0] [1300/3251] learning_rate: 0.199992 loss_vfl: 0.894731 loss_bbox: 0.415159 loss_dfl: 0.242527 loss: 1.587357 eta: 8 days, 2:35:41 batch_cost: 2.0652 data_cost: 0.0009 ips: 13.5578 images/s [11/11 13:14:24] ppdet.engine INFO: Epoch: [0] [1320/3251] learning_rate: 0.199992 loss_vfl: 0.920868 loss_bbox: 0.427524 loss_dfl: 0.238010 loss: 1.603259 eta: 8 days, 2:32:44 batch_cost: 2.1362 data_cost: 0.0010 ips: 13.1071 images/s [11/11 13:15:13] ppdet.engine INFO: Epoch: [0] [1340/3251] learning_rate: 0.199992 loss_vfl: 0.912558 loss_bbox: 0.403325 loss_dfl: 0.234162 loss: 1.549078 eta: 8 days, 2:40:50 batch_cost: 2.2728 data_cost: 0.0009 ips: 12.3197 images/s [11/11 13:15:57] ppdet.engine INFO: Epoch: [0] [1360/3251] learning_rate: 0.199991 loss_vfl: 0.914861 loss_bbox: 0.401948 loss_dfl: 0.226413 loss: 1.567091 eta: 8 days, 2:32:05 batch_cost: 2.0634 data_cost: 0.0008 ips: 13.5698 images/s [11/11 13:16:43] ppdet.engine INFO: Epoch: [0] [1380/3251] learning_rate: 0.199991 loss_vfl: 0.892559 loss_bbox: 0.421377 loss_dfl: 0.239143 loss: 1.543276 eta: 8 days, 2:28:16 batch_cost: 2.1237 data_cost: 0.0009 ips: 13.1844 images/s [11/11 13:17:27] ppdet.engine INFO: Epoch: [0] [1400/3251] learning_rate: 0.199991 loss_vfl: 0.925813 loss_bbox: 0.359349 loss_dfl: 0.205176 loss: 1.477699 eta: 8 days, 2:22:02 batch_cost: 2.0909 data_cost: 0.0009 ips: 13.3914 images/s [11/11 13:18:14] ppdet.engine INFO: Epoch: [0] [1420/3251] learning_rate: 0.199991 loss_vfl: 0.929005 loss_bbox: 0.434023 loss_dfl: 0.248100 loss: 1.568397 eta: 8 days, 2:23:59 batch_cost: 2.1969 data_cost: 0.0011 ips: 12.7454 images/s [11/11 13:19:00] ppdet.engine INFO: Epoch: [0] [1440/3251] learning_rate: 0.199990 loss_vfl: 0.918038 loss_bbox: 0.402086 loss_dfl: 0.234106 loss: 1.532261 eta: 8 days, 2:26:33 batch_cost: 2.2062 data_cost: 0.0009 ips: 12.6918 images/s [11/11 13:19:46] ppdet.engine INFO: Epoch: [0] [1460/3251] learning_rate: 0.199990 loss_vfl: 0.935085 loss_bbox: 0.384888 loss_dfl: 0.229440 loss: 1.533860 eta: 8 days, 2:25:07 batch_cost: 2.1531 data_cost: 0.0008 ips: 13.0047 images/s [11/11 13:20:31] ppdet.engine INFO: Epoch: [0] [1480/3251] learning_rate: 0.199990 loss_vfl: 0.917617 loss_bbox: 0.368376 loss_dfl: 0.214325 loss: 1.515216 eta: 8 days, 2:22:42 batch_cost: 2.1393 data_cost: 0.0011 ips: 13.0887 images/s [11/11 13:21:18] ppdet.engine INFO: Epoch: [0] [1500/3251] learning_rate: 0.199989 loss_vfl: 0.919125 loss_bbox: 0.397177 loss_dfl: 0.230547 loss: 1.535153 eta: 8 days, 2:26:16 batch_cost: 2.2220 data_cost: 0.0009 ips: 12.6012 images/s [11/11 13:22:02] ppdet.engine INFO: Epoch: [0] [1520/3251] learning_rate: 0.199989 loss_vfl: 0.881623 loss_bbox: 0.409836 loss_dfl: 0.236835 loss: 1.548514 eta: 8 days, 2:18:30 batch_cost: 2.0637 data_cost: 0.0010 ips: 13.5676 images/s [11/11 13:22:48] ppdet.engine INFO: Epoch: [0] [1540/3251] learning_rate: 0.199989 loss_vfl: 0.899428 loss_bbox: 0.434542 loss_dfl: 0.252545 loss: 1.560480 eta: 8 days, 2:15:47 batch_cost: 2.1331 data_cost: 0.0009 ips: 13.1263 images/s [11/11 13:23:34] ppdet.engine INFO: Epoch: [0] [1560/3251] learning_rate: 0.199989 loss_vfl: 0.921574 loss_bbox: 0.412895 loss_dfl: 0.241995 loss: 1.538404 eta: 8 days, 2:20:22 batch_cost: 2.2382 data_cost: 0.0016 ips: 12.5102 images/s [11/11 13:24:20] ppdet.engine INFO: Epoch: [0] [1580/3251] learning_rate: 0.199988 loss_vfl: 0.917455 loss_bbox: 0.359977 loss_dfl: 0.210161 loss: 1.479750 eta: 8 days, 2:22:17 batch_cost: 2.2013 data_cost: 0.0010 ips: 12.7200 images/s [11/11 13:25:05] ppdet.engine INFO: Epoch: [0] [1600/3251] learning_rate: 0.199988 loss_vfl: 0.898369 loss_bbox: 0.368430 loss_dfl: 0.215646 loss: 1.502970 eta: 8 days, 2:22:06 batch_cost: 2.1708 data_cost: 0.0009 ips: 12.8982 images/s [11/11 13:25:52] ppdet.engine INFO: Epoch: [0] [1620/3251] learning_rate: 0.199988 loss_vfl: 0.903606 loss_bbox: 0.386346 loss_dfl: 0.219650 loss: 1.514264 eta: 8 days, 2:23:25 batch_cost: 2.1936 data_cost: 0.0010 ips: 12.7642 images/s [11/11 13:26:38] ppdet.engine INFO: Epoch: [0] [1640/3251] learning_rate: 0.199987 loss_vfl: 0.911899 loss_bbox: 0.414951 loss_dfl: 0.223879 loss: 1.567285 eta: 8 days, 2:25:35 batch_cost: 2.2072 data_cost: 0.0010 ips: 12.6860 images/s [11/11 13:27:24] ppdet.engine INFO: Epoch: [0] [1660/3251] learning_rate: 0.199987 loss_vfl: 0.902267 loss_bbox: 0.391996 loss_dfl: 0.223324 loss: 1.507623 eta: 8 days, 2:22:38 batch_cost: 2.1295 data_cost: 0.0009 ips: 13.1484 images/s [11/11 13:28:08] ppdet.engine INFO: Epoch: [0] [1680/3251] learning_rate: 0.199987 loss_vfl: 0.894132 loss_bbox: 0.387063 loss_dfl: 0.219238 loss: 1.520311 eta: 8 days, 2:11:56 batch_cost: 2.0080 data_cost: 0.0010 ips: 13.9444 images/s [11/11 13:28:53] ppdet.engine INFO: Epoch: [0] [1700/3251] learning_rate: 0.199987 loss_vfl: 0.920436 loss_bbox: 0.383807 loss_dfl: 0.223120 loss: 1.509035 eta: 8 days, 2:09:55 batch_cost: 2.1412 data_cost: 0.0009 ips: 13.0769 images/s [11/11 13:29:40] ppdet.engine INFO: Epoch: [0] [1720/3251] learning_rate: 0.199986 loss_vfl: 0.906589 loss_bbox: 0.363519 loss_dfl: 0.212468 loss: 1.515869 eta: 8 days, 2:14:06 batch_cost: 2.2396 data_cost: 0.0227 ips: 12.5023 images/s [11/11 13:30:25] ppdet.engine INFO: Epoch: [0] [1740/3251] learning_rate: 0.199986 loss_vfl: 0.872475 loss_bbox: 0.391790 loss_dfl: 0.214456 loss: 1.463136 eta: 8 days, 2:10:05 batch_cost: 2.1092 data_cost: 0.0009 ips: 13.2753 images/s [11/11 13:31:11] ppdet.engine INFO: Epoch: [0] [1760/3251] learning_rate: 0.199986 loss_vfl: 0.899215 loss_bbox: 0.425612 loss_dfl: 0.235893 loss: 1.577952 eta: 8 days, 2:08:22 batch_cost: 2.1453 data_cost: 0.0009 ips: 13.0516 images/s [11/11 13:31:56] ppdet.engine INFO: Epoch: [0] [1780/3251] learning_rate: 0.199985 loss_vfl: 0.883098 loss_bbox: 0.379762 loss_dfl: 0.210195 loss: 1.475755 eta: 8 days, 2:05:53 batch_cost: 2.1325 data_cost: 0.0008 ips: 13.1300 images/s [11/11 13:32:42] ppdet.engine INFO: Epoch: [0] [1800/3251] learning_rate: 0.199985 loss_vfl: 0.912218 loss_bbox: 0.372448 loss_dfl: 0.229412 loss: 1.526206 eta: 8 days, 2:08:27 batch_cost: 2.2159 data_cost: 0.0009 ips: 12.6358 images/s [11/11 13:33:28] ppdet.engine INFO: Epoch: [0] [1820/3251] learning_rate: 0.199985 loss_vfl: 0.890711 loss_bbox: 0.352065 loss_dfl: 0.197313 loss: 1.469994 eta: 8 days, 2:07:01 batch_cost: 2.1498 data_cost: 0.0008 ips: 13.0242 images/s [11/11 13:34:13] ppdet.engine INFO: Epoch: [0] [1840/3251] learning_rate: 0.199984 loss_vfl: 0.903381 loss_bbox: 0.425142 loss_dfl: 0.239725 loss: 1.545702 eta: 8 days, 2:02:23 batch_cost: 2.0948 data_cost: 0.0010 ips: 13.3664 images/s [11/11 13:35:00] ppdet.engine INFO: Epoch: [0] [1860/3251] learning_rate: 0.199984 loss_vfl: 0.920243 loss_bbox: 0.387270 loss_dfl: 0.225808 loss: 1.547041 eta: 8 days, 2:03:46 batch_cost: 2.1972 data_cost: 0.0010 ips: 12.7435 images/s [11/11 13:35:47] ppdet.engine INFO: Epoch: [0] [1880/3251] learning_rate: 0.199983 loss_vfl: 0.900841 loss_bbox: 0.379190 loss_dfl: 0.220603 loss: 1.516263 eta: 8 days, 2:07:55 batch_cost: 2.2464 data_cost: 0.0009 ips: 12.4642 images/s [11/11 13:36:31] ppdet.engine INFO: Epoch: [0] [1900/3251] learning_rate: 0.199983 loss_vfl: 0.910582 loss_bbox: 0.407284 loss_dfl: 0.236472 loss: 1.549874 eta: 8 days, 2:01:07 batch_cost: 2.0549 data_cost: 0.0009 ips: 13.6258 images/s [11/11 13:37:18] ppdet.engine INFO: Epoch: [0] [1920/3251] learning_rate: 0.199983 loss_vfl: 0.903149 loss_bbox: 0.379995 loss_dfl: 0.220707 loss: 1.487740 eta: 8 days, 2:00:24 batch_cost: 2.1613 data_cost: 0.0008 ips: 12.9552 images/s [11/11 13:38:04] ppdet.engine INFO: Epoch: [0] [1940/3251] learning_rate: 0.199982 loss_vfl: 0.900424 loss_bbox: 0.383747 loss_dfl: 0.218418 loss: 1.513905 eta: 8 days, 2:03:25 batch_cost: 2.2285 data_cost: 0.0011 ips: 12.5648 images/s [11/11 13:38:49] ppdet.engine INFO: Epoch: [0] [1960/3251] learning_rate: 0.199982 loss_vfl: 0.926229 loss_bbox: 0.404457 loss_dfl: 0.228471 loss: 1.544618 eta: 8 days, 1:56:45 batch_cost: 2.0535 data_cost: 0.0009 ips: 13.6354 images/s [11/11 13:39:35] ppdet.engine INFO: Epoch: [0] [1980/3251] learning_rate: 0.199982 loss_vfl: 0.907574 loss_bbox: 0.352494 loss_dfl: 0.204314 loss: 1.489967 eta: 8 days, 1:52:51 batch_cost: 2.1023 data_cost: 0.0019 ips: 13.3188 images/s [11/11 13:40:19] ppdet.engine INFO: Epoch: [0] [2000/3251] learning_rate: 0.199981 loss_vfl: 0.883868 loss_bbox: 0.354683 loss_dfl: 0.214780 loss: 1.460362 eta: 8 days, 1:50:40 batch_cost: 2.1329 data_cost: 0.0008 ips: 13.1274 images/s [11/11 13:41:06] ppdet.engine INFO: Epoch: [0] [2020/3251] learning_rate: 0.199981 loss_vfl: 0.893806 loss_bbox: 0.361865 loss_dfl: 0.214736 loss: 1.495067 eta: 8 days, 1:53:31 batch_cost: 2.2267 data_cost: 0.0014 ips: 12.5749 images/s [11/11 13:41:53] ppdet.engine INFO: Epoch: [0] [2040/3251] learning_rate: 0.199981 loss_vfl: 0.900975 loss_bbox: 0.401729 loss_dfl: 0.230050 loss: 1.525655 eta: 8 days, 1:56:33 batch_cost: 2.2317 data_cost: 0.0011 ips: 12.5467 images/s [11/11 13:42:40] ppdet.engine INFO: Epoch: [0] [2060/3251] learning_rate: 0.199980 loss_vfl: 0.898235 loss_bbox: 0.340919 loss_dfl: 0.203975 loss: 1.493559 eta: 8 days, 2:01:36 batch_cost: 2.2716 data_cost: 0.0009 ips: 12.3261 images/s [11/11 13:43:25] ppdet.engine INFO: Epoch: [0] [2080/3251] learning_rate: 0.199980 loss_vfl: 0.905925 loss_bbox: 0.378116 loss_dfl: 0.211096 loss: 1.478711 eta: 8 days, 1:58:49 batch_cost: 2.1224 data_cost: 0.0010 ips: 13.1928 images/s [11/11 13:44:12] ppdet.engine INFO: Epoch: [0] [2100/3251] learning_rate: 0.199979 loss_vfl: 0.897264 loss_bbox: 0.424995 loss_dfl: 0.234448 loss: 1.544868 eta: 8 days, 2:03:26 batch_cost: 2.2662 data_cost: 0.0009 ips: 12.3557 images/s [11/11 13:44:59] ppdet.engine INFO: Epoch: [0] [2120/3251] learning_rate: 0.199979 loss_vfl: 0.929644 loss_bbox: 0.377219 loss_dfl: 0.232290 loss: 1.527390 eta: 8 days, 2:04:08 batch_cost: 2.1908 data_cost: 0.0011 ips: 12.7810 images/s [11/11 13:45:46] ppdet.engine INFO: Epoch: [0] [2140/3251] learning_rate: 0.199979 loss_vfl: 0.934324 loss_bbox: 0.356473 loss_dfl: 0.208244 loss: 1.495911 eta: 8 days, 2:06:02 batch_cost: 2.2151 data_cost: 0.0013 ips: 12.6403 images/s [11/11 13:46:32] ppdet.engine INFO: Epoch: [0] [2160/3251] learning_rate: 0.199978 loss_vfl: 0.914298 loss_bbox: 0.334796 loss_dfl: 0.208117 loss: 1.469284 eta: 8 days, 2:04:32 batch_cost: 2.1480 data_cost: 0.0010 ips: 13.0354 images/s [11/11 13:47:19] ppdet.engine INFO: Epoch: [0] [2180/3251] learning_rate: 0.199978 loss_vfl: 0.881049 loss_bbox: 0.360381 loss_dfl: 0.218045 loss: 1.462011 eta: 8 days, 2:06:32 batch_cost: 2.2187 data_cost: 0.0009 ips: 12.6198 images/s [11/11 13:48:04] ppdet.engine INFO: Epoch: [0] [2200/3251] learning_rate: 0.199977 loss_vfl: 0.914351 loss_bbox: 0.347701 loss_dfl: 0.210924 loss: 1.490130 eta: 8 days, 2:01:30 batch_cost: 2.0760 data_cost: 0.0010 ips: 13.4877 images/s [11/11 13:48:51] ppdet.engine INFO: Epoch: [0] [2220/3251] learning_rate: 0.199977 loss_vfl: 0.901040 loss_bbox: 0.365532 loss_dfl: 0.219496 loss: 1.492248 eta: 8 days, 2:03:24 batch_cost: 2.2171 data_cost: 0.0010 ips: 12.6292 images/s [11/11 13:49:37] ppdet.engine INFO: Epoch: [0] [2240/3251] learning_rate: 0.199977 loss_vfl: 0.899359 loss_bbox: 0.331159 loss_dfl: 0.196040 loss: 1.433251 eta: 8 days, 2:03:33 batch_cost: 2.1820 data_cost: 0.0009 ips: 12.8325 images/s [11/11 13:50:19] ppdet.engine INFO: Epoch: [0] [2260/3251] learning_rate: 0.199976 loss_vfl: 0.918830 loss_bbox: 0.321369 loss_dfl: 0.191266 loss: 1.423959 eta: 8 days, 1:56:34 batch_cost: 2.0322 data_cost: 0.0010 ips: 13.7784 images/s [11/11 13:51:06] ppdet.engine INFO: Epoch: [0] [2280/3251] learning_rate: 0.199976 loss_vfl: 0.902022 loss_bbox: 0.341082 loss_dfl: 0.208444 loss: 1.453922 eta: 8 days, 1:56:52 batch_cost: 2.1844 data_cost: 0.0008 ips: 12.8184 images/s [11/11 13:51:53] ppdet.engine INFO: Epoch: [0] [2300/3251] learning_rate: 0.199975 loss_vfl: 0.891216 loss_bbox: 0.390385 loss_dfl: 0.222510 loss: 1.517948 eta: 8 days, 2:01:10 batch_cost: 2.2701 data_cost: 0.0008 ips: 12.3343 images/s [11/11 13:52:38] ppdet.engine INFO: Epoch: [0] [2320/3251] learning_rate: 0.199975 loss_vfl: 0.893335 loss_bbox: 0.373279 loss_dfl: 0.209969 loss: 1.491203 eta: 8 days, 1:53:22 batch_cost: 2.0110 data_cost: 0.0009 ips: 13.9232 images/s [11/11 13:53:23] ppdet.engine INFO: Epoch: [0] [2340/3251] learning_rate: 0.199974 loss_vfl: 0.899178 loss_bbox: 0.387248 loss_dfl: 0.230069 loss: 1.502202 eta: 8 days, 1:52:18 batch_cost: 2.1551 data_cost: 0.0009 ips: 12.9924 images/s [11/11 13:54:09] ppdet.engine INFO: Epoch: [0] [2360/3251] learning_rate: 0.199974 loss_vfl: 0.899081 loss_bbox: 0.385298 loss_dfl: 0.221459 loss: 1.489735 eta: 8 days, 1:50:17 batch_cost: 2.1340 data_cost: 0.0014 ips: 13.1212 images/s [11/11 13:54:55] ppdet.engine INFO: Epoch: [0] [2380/3251] learning_rate: 0.199974 loss_vfl: 0.900019 loss_bbox: 0.333661 loss_dfl: 0.191083 loss: 1.451176 eta: 8 days, 1:44:01 batch_cost: 2.0393 data_cost: 0.0009 ips: 13.7303 images/s [11/11 13:55:41] ppdet.engine INFO: Epoch: [0] [2400/3251] learning_rate: 0.199973 loss_vfl: 0.902004 loss_bbox: 0.366611 loss_dfl: 0.216025 loss: 1.476188 eta: 8 days, 1:42:36 batch_cost: 2.1455 data_cost: 0.0009 ips: 13.0503 images/s [11/11 13:56:25] ppdet.engine INFO: Epoch: [0] [2420/3251] learning_rate: 0.199973 loss_vfl: 0.887053 loss_bbox: 0.385341 loss_dfl: 0.230391 loss: 1.515051 eta: 8 days, 1:40:49 batch_cost: 2.1373 data_cost: 0.0019 ips: 13.1005 images/s [11/11 13:57:11] ppdet.engine INFO: Epoch: [0] [2440/3251] learning_rate: 0.199972 loss_vfl: 0.901720 loss_bbox: 0.360026 loss_dfl: 0.219200 loss: 1.489874 eta: 8 days, 1:40:42 batch_cost: 2.1745 data_cost: 0.0009 ips: 12.8763 images/s [11/11 13:57:57] ppdet.engine INFO: Epoch: [0] [2460/3251] learning_rate: 0.199972 loss_vfl: 0.900462 loss_bbox: 0.399209 loss_dfl: 0.226874 loss: 1.539377 eta: 8 days, 1:37:43 batch_cost: 2.1092 data_cost: 0.0011 ips: 13.2754 images/s [11/11 13:58:42] ppdet.engine INFO: Epoch: [0] [2480/3251] learning_rate: 0.199971 loss_vfl: 0.925360 loss_bbox: 0.382856 loss_dfl: 0.212736 loss: 1.497289 eta: 8 days, 1:34:08 batch_cost: 2.0943 data_cost: 0.0009 ips: 13.3693 images/s [11/11 13:59:27] ppdet.engine INFO: Epoch: [0] [2500/3251] learning_rate: 0.199971 loss_vfl: 0.893281 loss_bbox: 0.376636 loss_dfl: 0.209180 loss: 1.443665 eta: 8 days, 1:34:28 batch_cost: 2.1845 data_cost: 0.0009 ips: 12.8174 images/s [11/11 14:00:13] ppdet.engine INFO: Epoch: [0] [2520/3251] learning_rate: 0.199970 loss_vfl: 0.902649 loss_bbox: 0.335533 loss_dfl: 0.192765 loss: 1.434170 eta: 8 days, 1:35:34 batch_cost: 2.2029 data_cost: 0.0015 ips: 12.7106 images/s [11/11 14:00:59] ppdet.engine INFO: Epoch: [0] [2540/3251] learning_rate: 0.199970 loss_vfl: 0.901553 loss_bbox: 0.371691 loss_dfl: 0.205806 loss: 1.480981 eta: 8 days, 1:35:07 batch_cost: 2.1668 data_cost: 0.0009 ips: 12.9225 images/s [11/11 14:01:47] ppdet.engine INFO: Epoch: [0] [2560/3251] learning_rate: 0.199969 loss_vfl: 0.871241 loss_bbox: 0.402675 loss_dfl: 0.218097 loss: 1.504186 eta: 8 days, 1:41:01 batch_cost: 2.3182 data_cost: 0.0008 ips: 12.0784 images/s [11/11 14:02:33] ppdet.engine INFO: Epoch: [0] [2580/3251] learning_rate: 0.199969 loss_vfl: 0.880807 loss_bbox: 0.375835 loss_dfl: 0.212530 loss: 1.481223 eta: 8 days, 1:41:58 batch_cost: 2.2020 data_cost: 0.0009 ips: 12.7159 images/s [11/11 14:03:21] ppdet.engine INFO: Epoch: [0] [2600/3251] learning_rate: 0.199968 loss_vfl: 0.902270 loss_bbox: 0.375944 loss_dfl: 0.229166 loss: 1.513557 eta: 8 days, 1:38:55 batch_cost: 2.1054 data_cost: 0.0017 ips: 13.2988 images/s [11/11 14:04:08] ppdet.engine INFO: Epoch: [0] [2620/3251] learning_rate: 0.199968 loss_vfl: 0.901992 loss_bbox: 0.353201 loss_dfl: 0.213095 loss: 1.476291 eta: 8 days, 1:40:52 batch_cost: 2.2268 data_cost: 0.0011 ips: 12.5742 images/s [11/11 14:04:52] ppdet.engine INFO: Epoch: [0] [2640/3251] learning_rate: 0.199967 loss_vfl: 0.880679 loss_bbox: 0.361713 loss_dfl: 0.221493 loss: 1.473008 eta: 8 days, 1:38:22 batch_cost: 2.1188 data_cost: 0.0009 ips: 13.2153 images/s [11/11 14:05:41] ppdet.engine INFO: Epoch: [0] [2660/3251] learning_rate: 0.199967 loss_vfl: 0.874636 loss_bbox: 0.360271 loss_dfl: 0.206663 loss: 1.435499 eta: 8 days, 1:41:58 batch_cost: 2.2686 data_cost: 0.0009 ips: 12.3422 images/s [11/11 14:06:25] ppdet.engine INFO: Epoch: [0] [2680/3251] learning_rate: 0.199966 loss_vfl: 0.900419 loss_bbox: 0.374209 loss_dfl: 0.217817 loss: 1.489375 eta: 8 days, 1:38:29 batch_cost: 2.0939 data_cost: 0.0010 ips: 13.3722 images/s [11/11 14:07:13] ppdet.engine INFO: Epoch: [0] [2700/3251] learning_rate: 0.199966 loss_vfl: 0.897756 loss_bbox: 0.340731 loss_dfl: 0.201662 loss: 1.460517 eta: 8 days, 1:41:03 batch_cost: 2.2446 data_cost: 0.0009 ips: 12.4745 images/s [11/11 14:07:58] ppdet.engine INFO: Epoch: [0] [2720/3251] learning_rate: 0.199965 loss_vfl: 0.885892 loss_bbox: 0.359409 loss_dfl: 0.213862 loss: 1.444384 eta: 8 days, 1:37:55 batch_cost: 2.1016 data_cost: 0.0009 ips: 13.3233 images/s [11/11 14:08:47] ppdet.engine INFO: Epoch: [0] [2740/3251] learning_rate: 0.199965 loss_vfl: 0.895297 loss_bbox: 0.348472 loss_dfl: 0.210151 loss: 1.464919 eta: 8 days, 1:44:53 batch_cost: 2.3584 data_cost: 0.0009 ips: 11.8726 images/s [11/11 14:09:34] ppdet.engine INFO: Epoch: [0] [2760/3251] learning_rate: 0.199964 loss_vfl: 0.887899 loss_bbox: 0.363542 loss_dfl: 0.209278 loss: 1.467313 eta: 8 days, 1:46:57 batch_cost: 2.2354 data_cost: 0.0009 ips: 12.5259 images/s [11/11 14:10:20] ppdet.engine INFO: Epoch: [0] [2780/3251] learning_rate: 0.199964 loss_vfl: 0.898578 loss_bbox: 0.368915 loss_dfl: 0.223868 loss: 1.512659 eta: 8 days, 1:45:40 batch_cost: 2.1496 data_cost: 0.0010 ips: 13.0257 images/s [11/11 14:11:05] ppdet.engine INFO: Epoch: [0] [2800/3251] learning_rate: 0.199963 loss_vfl: 0.891135 loss_bbox: 0.380139 loss_dfl: 0.219896 loss: 1.495902 eta: 8 days, 1:45:09 batch_cost: 2.1694 data_cost: 0.0008 ips: 12.9069 images/s [11/11 14:11:52] ppdet.engine INFO: Epoch: [0] [2820/3251] learning_rate: 0.199963 loss_vfl: 0.906732 loss_bbox: 0.347364 loss_dfl: 0.207499 loss: 1.470384 eta: 8 days, 1:46:44 batch_cost: 2.2250 data_cost: 0.0009 ips: 12.5845 images/s [11/11 14:12:36] ppdet.engine INFO: Epoch: [0] [2840/3251] learning_rate: 0.199962 loss_vfl: 0.903260 loss_bbox: 0.371235 loss_dfl: 0.221716 loss: 1.501337 eta: 8 days, 1:45:13 batch_cost: 2.1437 data_cost: 0.0009 ips: 13.0618 images/s [11/11 14:13:21] ppdet.engine INFO: Epoch: [0] [2860/3251] learning_rate: 0.199962 loss_vfl: 0.892123 loss_bbox: 0.377351 loss_dfl: 0.210446 loss: 1.457464 eta: 8 days, 1:41:47 batch_cost: 2.0923 data_cost: 0.0017 ips: 13.3827 images/s [11/11 14:14:07] ppdet.engine INFO: Epoch: [0] [2880/3251] learning_rate: 0.199961 loss_vfl: 0.871574 loss_bbox: 0.423006 loss_dfl: 0.234612 loss: 1.518120 eta: 8 days, 1:42:55 batch_cost: 2.2136 data_cost: 0.0009 ips: 12.6491 images/s [11/11 14:14:54] ppdet.engine INFO: Epoch: [0] [2900/3251] learning_rate: 0.199961 loss_vfl: 0.894088 loss_bbox: 0.362351 loss_dfl: 0.208700 loss: 1.448709 eta: 8 days, 1:41:38 batch_cost: 2.1491 data_cost: 0.0012 ips: 13.0287 images/s [11/11 14:15:39] ppdet.engine INFO: Epoch: [0] [2920/3251] learning_rate: 0.199960 loss_vfl: 0.897403 loss_bbox: 0.386971 loss_dfl: 0.233273 loss: 1.509808 eta: 8 days, 1:38:01 batch_cost: 2.0855 data_cost: 0.0009 ips: 13.4262 images/s [11/11 14:16:24] ppdet.engine INFO: Epoch: [0] [2940/3251] learning_rate: 0.199960 loss_vfl: 0.892792 loss_bbox: 0.375362 loss_dfl: 0.218363 loss: 1.458118 eta: 8 days, 1:36:37 batch_cost: 2.1450 data_cost: 0.0011 ips: 13.0534 images/s [11/11 14:17:09] ppdet.engine INFO: Epoch: [0] [2960/3251] learning_rate: 0.199959 loss_vfl: 0.910415 loss_bbox: 0.407230 loss_dfl: 0.225581 loss: 1.495593 eta: 8 days, 1:34:51 batch_cost: 2.1345 data_cost: 0.0012 ips: 13.1177 images/s [11/11 14:17:54] ppdet.engine INFO: Epoch: [0] [2980/3251] learning_rate: 0.199959 loss_vfl: 0.900683 loss_bbox: 0.374889 loss_dfl: 0.224646 loss: 1.506572 eta: 8 days, 1:33:35 batch_cost: 2.1483 data_cost: 0.0010 ips: 13.0335 images/s [11/11 14:18:41] ppdet.engine INFO: Epoch: [0] [3000/3251] learning_rate: 0.199958 loss_vfl: 0.881649 loss_bbox: 0.375118 loss_dfl: 0.216429 loss: 1.484639 eta: 8 days, 1:33:26 batch_cost: 2.1792 data_cost: 0.0013 ips: 12.8489 images/s [11/11 14:19:26] ppdet.engine INFO: Epoch: [0] [3020/3251] learning_rate: 0.199957 loss_vfl: 0.895029 loss_bbox: 0.362789 loss_dfl: 0.222281 loss: 1.496106 eta: 8 days, 1:30:24 batch_cost: 2.0983 data_cost: 0.0009 ips: 13.3444 images/s [11/11 14:20:12] ppdet.engine INFO: Epoch: [0] [3040/3251] learning_rate: 0.199957 loss_vfl: 0.892121 loss_bbox: 0.333943 loss_dfl: 0.200237 loss: 1.438917 eta: 8 days, 1:27:51 batch_cost: 2.1110 data_cost: 0.0010 ips: 13.2639 images/s [11/11 14:20:56] ppdet.engine INFO: Epoch: [0] [3060/3251] learning_rate: 0.199956 loss_vfl: 0.890850 loss_bbox: 0.371039 loss_dfl: 0.221898 loss: 1.467507 eta: 8 days, 1:26:18 batch_cost: 2.1391 data_cost: 0.0009 ips: 13.0894 images/s [11/11 14:21:45] ppdet.engine INFO: Epoch: [0] [3080/3251] learning_rate: 0.199956 loss_vfl: 0.888059 loss_bbox: 0.346937 loss_dfl: 0.206819 loss: 1.446140 eta: 8 days, 1:30:11 batch_cost: 2.2942 data_cost: 0.0011 ips: 12.2045 images/s [11/11 14:22:30] ppdet.engine INFO: Epoch: [0] [3100/3251] learning_rate: 0.199955 loss_vfl: 0.898103 loss_bbox: 0.348857 loss_dfl: 0.207020 loss: 1.461648 eta: 8 days, 1:30:01 batch_cost: 2.1793 data_cost: 0.0009 ips: 12.8484 images/s [11/11 14:23:16] ppdet.engine INFO: Epoch: [0] [3120/3251] learning_rate: 0.199955 loss_vfl: 0.889446 loss_bbox: 0.341558 loss_dfl: 0.203358 loss: 1.453352 eta: 8 days, 1:28:57 batch_cost: 2.1535 data_cost: 0.0009 ips: 13.0020 images/s [11/11 14:24:02] ppdet.engine INFO: Epoch: [0] [3140/3251] learning_rate: 0.199954 loss_vfl: 0.904990 loss_bbox: 0.349590 loss_dfl: 0.201466 loss: 1.446679 eta: 8 days, 1:29:47 batch_cost: 2.2088 data_cost: 0.0014 ips: 12.6763 images/s [11/11 14:24:48] ppdet.engine INFO: Epoch: [0] [3160/3251] learning_rate: 0.199953 loss_vfl: 0.867231 loss_bbox: 0.377946 loss_dfl: 0.217064 loss: 1.477019 eta: 8 days, 1:29:59 batch_cost: 2.1908 data_cost: 0.0008 ips: 12.7808 images/s [11/11 14:25:31] ppdet.engine INFO: Epoch: [0] [3180/3251] learning_rate: 0.199953 loss_vfl: 0.883990 loss_bbox: 0.360529 loss_dfl: 0.210833 loss: 1.436434 eta: 8 days, 1:24:01 batch_cost: 2.0078 data_cost: 0.0010 ips: 13.9454 images/s [11/11 14:26:17] ppdet.engine INFO: Epoch: [0] [3200/3251] learning_rate: 0.199952 loss_vfl: 0.880469 loss_bbox: 0.358952 loss_dfl: 0.215930 loss: 1.431971 eta: 8 days, 1:22:21 batch_cost: 2.1350 data_cost: 0.0011 ips: 13.1146 images/s [11/11 14:27:02] ppdet.engine INFO: Epoch: [0] [3220/3251] learning_rate: 0.199952 loss_vfl: 0.891946 loss_bbox: 0.348559 loss_dfl: 0.202074 loss: 1.466091 eta: 8 days, 1:19:06 batch_cost: 2.0865 data_cost: 0.0009 ips: 13.4197 images/s [11/11 14:27:47] ppdet.engine INFO: Epoch: [0] [3240/3251] learning_rate: 0.199951 loss_vfl: 0.876229 loss_bbox: 0.370075 loss_dfl: 0.215878 loss: 1.460865 eta: 8 days, 1:16:51 batch_cost: 2.1158 data_cost: 0.0022 ips: 13.2337 images/s [11/11 14:28:26] ppdet.engine INFO: Epoch: [1] [ 0/3251] learning_rate: 0.199951 loss_vfl: 0.876112 loss_bbox: 0.360605 loss_dfl: 0.213073 loss: 1.460865 eta: 8 days, 1:31:48 batch_cost: 2.7048 data_cost: 1.0057 ips: 10.3518 images/s [11/11 14:29:15] ppdet.engine INFO: Epoch: [1] [ 20/3251] learning_rate: 0.199950 loss_vfl: 0.894960 loss_bbox: 0.381662 loss_dfl: 0.219603 loss: 1.516497 eta: 8 days, 1:38:18 batch_cost: 2.3853 data_cost: 0.0010 ips: 11.7383 images/s [11/11 14:30:02] ppdet.engine INFO: Epoch: [1] [ 40/3251] learning_rate: 0.199949 loss_vfl: 0.890162 loss_bbox: 0.375817 loss_dfl: 0.224021 loss: 1.486083 eta: 8 days, 1:39:15 batch_cost: 2.2173 data_cost: 0.0010 ips: 12.6278 images/s [11/11 14:30:49] ppdet.engine INFO: Epoch: [1] [ 60/3251] learning_rate: 0.199949 loss_vfl: 0.876391 loss_bbox: 0.367076 loss_dfl: 0.204231 loss: 1.432135 eta: 8 days, 1:41:12 batch_cost: 2.2488 data_cost: 0.0018 ips: 12.4508 images/s [11/11 14:31:36] ppdet.engine INFO: Epoch: [1] [ 80/3251] learning_rate: 0.199948 loss_vfl: 0.895176 loss_bbox: 0.322041 loss_dfl: 0.197360 loss: 1.441951 eta: 8 days, 1:43:20 batch_cost: 2.2557 data_cost: 0.0010 ips: 12.4129 images/s [11/11 14:32:22] ppdet.engine INFO: Epoch: [1] [ 100/3251] learning_rate: 0.199948 loss_vfl: 0.902536 loss_bbox: 0.370304 loss_dfl: 0.216756 loss: 1.474527 eta: 8 days, 1:42:53 batch_cost: 2.1756 data_cost: 0.0009 ips: 12.8701 images/s [11/11 14:33:09] ppdet.engine INFO: Epoch: [1] [ 120/3251] learning_rate: 0.199947 loss_vfl: 0.881624 loss_bbox: 0.359795 loss_dfl: 0.217945 loss: 1.476120 eta: 8 days, 1:43:56 batch_cost: 2.2234 data_cost: 0.0008 ips: 12.5933 images/s [11/11 14:33:54] ppdet.engine INFO: Epoch: [1] [ 140/3251] learning_rate: 0.199946 loss_vfl: 0.881863 loss_bbox: 0.361226 loss_dfl: 0.212979 loss: 1.450796 eta: 8 days, 1:41:57 batch_cost: 2.1278 data_cost: 0.0010 ips: 13.1589 images/s [11/11 14:34:39] ppdet.engine INFO: Epoch: [1] [ 160/3251] learning_rate: 0.199946 loss_vfl: 0.897405 loss_bbox: 0.356379 loss_dfl: 0.218690 loss: 1.481662 eta: 8 days, 1:38:35 batch_cost: 2.0832 data_cost: 0.0012 ips: 13.4408 images/s [11/11 14:35:27] ppdet.engine INFO: Epoch: [1] [ 180/3251] learning_rate: 0.199945 loss_vfl: 0.882007 loss_bbox: 0.375491 loss_dfl: 0.217570 loss: 1.467089 eta: 8 days, 1:42:16 batch_cost: 2.3080 data_cost: 0.0010 ips: 12.1315 images/s [11/11 14:36:13] ppdet.engine INFO: Epoch: [1] [ 200/3251] learning_rate: 0.199944 loss_vfl: 0.891578 loss_bbox: 0.352215 loss_dfl: 0.199656 loss: 1.449400 eta: 8 days, 1:39:35 batch_cost: 2.1047 data_cost: 0.0008 ips: 13.3037 images/s [11/11 14:36:59] ppdet.engine INFO: Epoch: [1] [ 220/3251] learning_rate: 0.199944 loss_vfl: 0.870441 loss_bbox: 0.363308 loss_dfl: 0.211307 loss: 1.437498 eta: 8 days, 1:34:27 batch_cost: 2.0247 data_cost: 0.0010 ips: 13.8289 images/s [11/11 14:37:47] ppdet.engine INFO: Epoch: [1] [ 240/3251] learning_rate: 0.199943 loss_vfl: 0.887340 loss_bbox: 0.353840 loss_dfl: 0.202680 loss: 1.423620 eta: 8 days, 1:36:17 batch_cost: 2.2500 data_cost: 0.0011 ips: 12.4444 images/s [11/11 14:38:29] ppdet.engine INFO: Epoch: [1] [ 260/3251] learning_rate: 0.199942 loss_vfl: 0.874170 loss_bbox: 0.301165 loss_dfl: 0.187954 loss: 1.337072 eta: 8 days, 1:28:20 batch_cost: 1.9304 data_cost: 0.0010 ips: 14.5046 images/s [11/11 14:39:18] ppdet.engine INFO: Epoch: [1] [ 280/3251] learning_rate: 0.199942 loss_vfl: 0.882734 loss_bbox: 0.343389 loss_dfl: 0.209943 loss: 1.424240 eta: 8 days, 1:30:29 batch_cost: 2.2605 data_cost: 0.0009 ips: 12.3866 images/s [11/11 14:40:03] ppdet.engine INFO: Epoch: [1] [ 300/3251] learning_rate: 0.199941 loss_vfl: 0.892561 loss_bbox: 0.346064 loss_dfl: 0.206456 loss: 1.474751 eta: 8 days, 1:28:06 batch_cost: 2.1112 data_cost: 0.0011 ips: 13.2628 images/s [11/11 14:40:49] ppdet.engine INFO: Epoch: [1] [ 320/3251] learning_rate: 0.199940 loss_vfl: 0.873667 loss_bbox: 0.338013 loss_dfl: 0.205245 loss: 1.425429 eta: 8 days, 1:22:38 batch_cost: 2.0080 data_cost: 0.0013 ips: 13.9443 images/s [11/11 14:41:36] ppdet.engine INFO: Epoch: [1] [ 340/3251] learning_rate: 0.199940 loss_vfl: 0.866374 loss_bbox: 0.367410 loss_dfl: 0.217470 loss: 1.449087 eta: 8 days, 1:23:26 batch_cost: 2.2162 data_cost: 0.0009 ips: 12.6340 images/s [11/11 14:42:22] ppdet.engine INFO: Epoch: [1] [ 360/3251] learning_rate: 0.199939 loss_vfl: 0.875228 loss_bbox: 0.372317 loss_dfl: 0.209248 loss: 1.461133 eta: 8 days, 1:24:09 batch_cost: 2.2138 data_cost: 0.0009 ips: 12.6481 images/s [11/11 14:43:10] ppdet.engine INFO: Epoch: [1] [ 380/3251] learning_rate: 0.199938 loss_vfl: 0.889931 loss_bbox: 0.339882 loss_dfl: 0.204577 loss: 1.423669 eta: 8 days, 1:25:39 batch_cost: 2.2408 data_cost: 0.0009 ips: 12.4953 images/s [11/11 14:43:54] ppdet.engine INFO: Epoch: [1] [ 400/3251] learning_rate: 0.199938 loss_vfl: 0.880242 loss_bbox: 0.361338 loss_dfl: 0.210084 loss: 1.466959 eta: 8 days, 1:22:30 batch_cost: 2.0837 data_cost: 0.0072 ips: 13.4379 images/s [11/11 14:44:42] ppdet.engine INFO: Epoch: [1] [ 420/3251] learning_rate: 0.199937 loss_vfl: 0.875942 loss_bbox: 0.355667 loss_dfl: 0.208097 loss: 1.427729 eta: 8 days, 1:24:20 batch_cost: 2.2529 data_cost: 0.0012 ips: 12.4284 images/s [11/11 14:45:28] ppdet.engine INFO: Epoch: [1] [ 440/3251] learning_rate: 0.199936 loss_vfl: 0.887381 loss_bbox: 0.355022 loss_dfl: 0.217587 loss: 1.474197 eta: 8 days, 1:24:24 batch_cost: 2.1935 data_cost: 0.0009 ips: 12.7649 images/s [11/11 14:46:13] ppdet.engine INFO: Epoch: [1] [ 460/3251] learning_rate: 0.199936 loss_vfl: 0.878597 loss_bbox: 0.326079 loss_dfl: 0.202988 loss: 1.405665 eta: 8 days, 1:23:20 batch_cost: 2.1545 data_cost: 0.0009 ips: 12.9962 images/s [11/11 14:46:56] ppdet.engine INFO: Epoch: [1] [ 480/3251] learning_rate: 0.199935 loss_vfl: 0.881576 loss_bbox: 0.308909 loss_dfl: 0.194082 loss: 1.408262 eta: 8 days, 1:19:23 batch_cost: 2.0540 data_cost: 0.0009 ips: 13.6319 images/s [11/11 14:47:42] ppdet.engine INFO: Epoch: [1] [ 500/3251] learning_rate: 0.199934 loss_vfl: 0.882544 loss_bbox: 0.332656 loss_dfl: 0.192464 loss: 1.432809 eta: 8 days, 1:19:23 batch_cost: 2.1904 data_cost: 0.0010 ips: 12.7833 images/s [11/11 14:48:28] ppdet.engine INFO: Epoch: [1] [ 520/3251] learning_rate: 0.199934 loss_vfl: 0.908348 loss_bbox: 0.331874 loss_dfl: 0.207331 loss: 1.454664 eta: 8 days, 1:17:24 batch_cost: 2.1217 data_cost: 0.0010 ips: 13.1970 images/s [11/11 14:49:14] ppdet.engine INFO: Epoch: [1] [ 540/3251] learning_rate: 0.199933 loss_vfl: 0.876357 loss_bbox: 0.342389 loss_dfl: 0.209531 loss: 1.448986 eta: 8 days, 1:18:00 batch_cost: 2.2124 data_cost: 0.0017 ips: 12.6558 images/s [11/11 14:50:01] ppdet.engine INFO: Epoch: [1] [ 560/3251] learning_rate: 0.199932 loss_vfl: 0.878142 loss_bbox: 0.316531 loss_dfl: 0.196390 loss: 1.430379 eta: 8 days, 1:18:04 batch_cost: 2.1938 data_cost: 0.0009 ips: 12.7631 images/s [11/11 14:50:45] ppdet.engine INFO: Epoch: [1] [ 580/3251] learning_rate: 0.199931 loss_vfl: 0.889068 loss_bbox: 0.357651 loss_dfl: 0.198011 loss: 1.424128 eta: 8 days, 1:13:01 batch_cost: 2.0111 data_cost: 0.0012 ips: 13.9231 images/s [11/11 14:51:32] ppdet.engine INFO: Epoch: [1] [ 600/3251] learning_rate: 0.199931 loss_vfl: 0.884604 loss_bbox: 0.375407 loss_dfl: 0.215136 loss: 1.489927 eta: 8 days, 1:12:03 batch_cost: 2.1561 data_cost: 0.0012 ips: 12.9866 images/s [11/11 14:52:19] ppdet.engine INFO: Epoch: [1] [ 620/3251] learning_rate: 0.199930 loss_vfl: 0.878207 loss_bbox: 0.370406 loss_dfl: 0.225726 loss: 1.491132 eta: 8 days, 1:13:04 batch_cost: 2.2282 data_cost: 0.0009 ips: 12.5662 images/s [11/11 14:53:03] ppdet.engine INFO: Epoch: [1] [ 640/3251] learning_rate: 0.199929 loss_vfl: 0.914605 loss_bbox: 0.320385 loss_dfl: 0.192979 loss: 1.424230 eta: 8 days, 1:11:17 batch_cost: 2.1263 data_cost: 0.0008 ips: 13.1685 images/s [11/11 14:53:50] ppdet.engine INFO: Epoch: [1] [ 660/3251] learning_rate: 0.199929 loss_vfl: 0.881161 loss_bbox: 0.362101 loss_dfl: 0.211831 loss: 1.449430 eta: 8 days, 1:13:06 batch_cost: 2.2583 data_cost: 0.0010 ips: 12.3985 images/s [11/11 14:54:36] ppdet.engine INFO: Epoch: [1] [ 680/3251] learning_rate: 0.199928 loss_vfl: 0.896209 loss_bbox: 0.368377 loss_dfl: 0.199812 loss: 1.465287 eta: 8 days, 1:10:53 batch_cost: 2.1104 data_cost: 0.0009 ips: 13.2676 images/s [11/11 14:55:24] ppdet.engine INFO: Epoch: [1] [ 700/3251] learning_rate: 0.199927 loss_vfl: 0.885868 loss_bbox: 0.374439 loss_dfl: 0.225942 loss: 1.479546 eta: 8 days, 1:10:39 batch_cost: 2.1838 data_cost: 0.0009 ips: 12.8218 images/s [11/11 14:56:13] ppdet.engine INFO: Epoch: [1] [ 720/3251] learning_rate: 0.199926 loss_vfl: 0.878408 loss_bbox: 0.379645 loss_dfl: 0.221188 loss: 1.452027 eta: 8 days, 1:15:06 batch_cost: 2.3574 data_cost: 0.0010 ips: 11.8777 images/s [11/11 14:56:57] ppdet.engine INFO: Epoch: [1] [ 740/3251] learning_rate: 0.199926 loss_vfl: 0.886210 loss_bbox: 0.343316 loss_dfl: 0.218478 loss: 1.455276 eta: 8 days, 1:11:50 batch_cost: 2.0715 data_cost: 0.0024 ips: 13.5170 images/s [11/11 14:57:45] ppdet.engine INFO: Epoch: [1] [ 760/3251] learning_rate: 0.199925 loss_vfl: 0.869312 loss_bbox: 0.347947 loss_dfl: 0.199848 loss: 1.401152 eta: 8 days, 1:11:06 batch_cost: 2.1654 data_cost: 0.0009 ips: 12.9308 images/s [11/11 14:58:31] ppdet.engine INFO: Epoch: [1] [ 780/3251] learning_rate: 0.199924 loss_vfl: 0.889217 loss_bbox: 0.346189 loss_dfl: 0.204352 loss: 1.432316 eta: 8 days, 1:09:56 batch_cost: 2.1491 data_cost: 0.0010 ips: 13.0284 images/s [11/11 14:59:18] ppdet.engine INFO: Epoch: [1] [ 800/3251] learning_rate: 0.199923 loss_vfl: 0.881334 loss_bbox: 0.333272 loss_dfl: 0.199730 loss: 1.429698 eta: 8 days, 1:08:56 batch_cost: 2.1553 data_cost: 0.0009 ips: 12.9913 images/s [11/11 15:00:03] ppdet.engine INFO: Epoch: [1] [ 820/3251] learning_rate: 0.199923 loss_vfl: 0.871524 loss_bbox: 0.345827 loss_dfl: 0.211752 loss: 1.470827 eta: 8 days, 1:07:22 batch_cost: 2.1338 data_cost: 0.0013 ips: 13.1224 images/s [11/11 15:00:50] ppdet.engine INFO: Epoch: [1] [ 840/3251] learning_rate: 0.199922 loss_vfl: 0.883977 loss_bbox: 0.344505 loss_dfl: 0.211562 loss: 1.444953 eta: 8 days, 1:07:49 batch_cost: 2.2105 data_cost: 0.0009 ips: 12.6668 images/s [11/11 15:01:36] ppdet.engine INFO: Epoch: [1] [ 860/3251] learning_rate: 0.199921 loss_vfl: 0.873928 loss_bbox: 0.377662 loss_dfl: 0.222168 loss: 1.486159 eta: 8 days, 1:05:41 batch_cost: 2.1115 data_cost: 0.0009 ips: 13.2606 images/s [11/11 15:02:24] ppdet.engine INFO: Epoch: [1] [ 880/3251] learning_rate: 0.199920 loss_vfl: 0.869232 loss_bbox: 0.390500 loss_dfl: 0.235546 loss: 1.501724 eta: 8 days, 1:05:07 batch_cost: 2.1721 data_cost: 0.0011 ips: 12.8909 images/s [11/11 15:03:09] ppdet.engine INFO: Epoch: [1] [ 900/3251] learning_rate: 0.199920 loss_vfl: 0.867078 loss_bbox: 0.360921 loss_dfl: 0.195266 loss: 1.423960 eta: 8 days, 1:04:19 batch_cost: 2.1623 data_cost: 0.0009 ips: 12.9492 images/s [11/11 15:03:55] ppdet.engine INFO: Epoch: [1] [ 920/3251] learning_rate: 0.199919 loss_vfl: 0.877633 loss_bbox: 0.402396 loss_dfl: 0.235309 loss: 1.524469 eta: 8 days, 1:04:13 batch_cost: 2.1899 data_cost: 0.0010 ips: 12.7862 images/s [11/11 15:04:42] ppdet.engine INFO: Epoch: [1] [ 940/3251] learning_rate: 0.199918 loss_vfl: 0.884197 loss_bbox: 0.359683 loss_dfl: 0.219465 loss: 1.446456 eta: 8 days, 1:05:15 batch_cost: 2.2348 data_cost: 0.0009 ips: 12.5293 images/s [11/11 15:05:28] ppdet.engine INFO: Epoch: [1] [ 960/3251] learning_rate: 0.199917 loss_vfl: 0.882892 loss_bbox: 0.326903 loss_dfl: 0.204062 loss: 1.431097 eta: 8 days, 1:04:10 batch_cost: 2.1518 data_cost: 0.0009 ips: 13.0125 images/s [11/11 15:06:13] ppdet.engine INFO: Epoch: [1] [ 980/3251] learning_rate: 0.199916 loss_vfl: 0.880797 loss_bbox: 0.381977 loss_dfl: 0.219956 loss: 1.468405 eta: 8 days, 1:00:46 batch_cost: 2.0598 data_cost: 0.0009 ips: 13.5933 images/s [11/11 15:07:00] ppdet.engine INFO: Epoch: [1] [1000/3251] learning_rate: 0.199916 loss_vfl: 0.880645 loss_bbox: 0.363721 loss_dfl: 0.216656 loss: 1.456864 eta: 8 days, 1:02:53 batch_cost: 2.2785 data_cost: 0.0011 ips: 12.2885 images/s [11/11 15:07:46] ppdet.engine INFO: Epoch: [1] [1020/3251] learning_rate: 0.199915 loss_vfl: 0.851634 loss_bbox: 0.355056 loss_dfl: 0.215055 loss: 1.420271 eta: 8 days, 1:00:31 batch_cost: 2.1007 data_cost: 0.0009 ips: 13.3289 images/s [11/11 15:08:30] ppdet.engine INFO: Epoch: [1] [1040/3251] learning_rate: 0.199914 loss_vfl: 0.902171 loss_bbox: 0.361793 loss_dfl: 0.213388 loss: 1.501232 eta: 8 days, 0:58:51 batch_cost: 2.1278 data_cost: 0.0010 ips: 13.1591 images/s [11/11 15:09:17] ppdet.engine INFO: Epoch: [1] [1060/3251] learning_rate: 0.199913 loss_vfl: 0.876260 loss_bbox: 0.340760 loss_dfl: 0.209609 loss: 1.444291 eta: 8 days, 0:57:24 batch_cost: 2.1359 data_cost: 0.0009 ips: 13.1089 images/s [11/11 15:10:04] ppdet.engine INFO: Epoch: [1] [1080/3251] learning_rate: 0.199912 loss_vfl: 0.895812 loss_bbox: 0.357360 loss_dfl: 0.211336 loss: 1.430667 eta: 8 days, 0:59:09 batch_cost: 2.2652 data_cost: 0.0051 ips: 12.3607 images/s [11/11 15:10:49] ppdet.engine INFO: Epoch: [1] [1100/3251] learning_rate: 0.199912 loss_vfl: 0.882731 loss_bbox: 0.338573 loss_dfl: 0.199831 loss: 1.408722 eta: 8 days, 0:56:23 batch_cost: 2.0830 data_cost: 0.0009 ips: 13.4419 images/s [11/11 15:11:36] ppdet.engine INFO: Epoch: [1] [1120/3251] learning_rate: 0.199911 loss_vfl: 0.883369 loss_bbox: 0.339500 loss_dfl: 0.214041 loss: 1.461181 eta: 8 days, 0:57:09 batch_cost: 2.2263 data_cost: 0.0009 ips: 12.5772 images/s [11/11 15:12:21] ppdet.engine INFO: Epoch: [1] [1140/3251] learning_rate: 0.199910 loss_vfl: 0.891062 loss_bbox: 0.326805 loss_dfl: 0.198465 loss: 1.421800 eta: 8 days, 0:54:56 batch_cost: 2.1046 data_cost: 0.0010 ips: 13.3040 images/s [11/11 15:13:08] ppdet.engine INFO: Epoch: [1] [1160/3251] learning_rate: 0.199909 loss_vfl: 0.896016 loss_bbox: 0.368901 loss_dfl: 0.227734 loss: 1.540954 eta: 8 days, 0:54:57 batch_cost: 2.1958 data_cost: 0.0009 ips: 12.7515 images/s [11/11 15:13:55] ppdet.engine INFO: Epoch: [1] [1180/3251] learning_rate: 0.199908 loss_vfl: 0.900276 loss_bbox: 0.356125 loss_dfl: 0.214936 loss: 1.485079 eta: 8 days, 0:56:25 batch_cost: 2.2566 data_cost: 0.0009 ips: 12.4078 images/s [11/11 15:14:41] ppdet.engine INFO: Epoch: [1] [1200/3251] learning_rate: 0.199908 loss_vfl: 0.875156 loss_bbox: 0.344103 loss_dfl: 0.200720 loss: 1.423761 eta: 8 days, 0:55:55 batch_cost: 2.1751 data_cost: 0.0009 ips: 12.8728 images/s [11/11 15:15:27] ppdet.engine INFO: Epoch: [1] [1220/3251] learning_rate: 0.199907 loss_vfl: 0.862275 loss_bbox: 0.341981 loss_dfl: 0.205148 loss: 1.421175 eta: 8 days, 0:54:46 batch_cost: 2.1480 data_cost: 0.0009 ips: 13.0353 images/s [11/11 15:16:12] ppdet.engine INFO: Epoch: [1] [1240/3251] learning_rate: 0.199906 loss_vfl: 0.893592 loss_bbox: 0.334794 loss_dfl: 0.199607 loss: 1.424537 eta: 8 days, 0:53:50 batch_cost: 2.1573 data_cost: 0.0010 ips: 12.9793 images/s [11/11 15:16:54] ppdet.engine INFO: Epoch: [1] [1260/3251] learning_rate: 0.199905 loss_vfl: 0.879981 loss_bbox: 0.383768 loss_dfl: 0.226162 loss: 1.471632 eta: 8 days, 0:49:02 batch_cost: 1.9933 data_cost: 0.0009 ips: 14.0471 images/s [11/11 15:17:42] ppdet.engine INFO: Epoch: [1] [1280/3251] learning_rate: 0.199904 loss_vfl: 0.905421 loss_bbox: 0.323413 loss_dfl: 0.205384 loss: 1.423153 eta: 8 days, 0:49:58 batch_cost: 2.2355 data_cost: 0.0015 ips: 12.5253 images/s [11/11 15:18:26] ppdet.engine INFO: Epoch: [1] [1300/3251] learning_rate: 0.199903 loss_vfl: 0.900830 loss_bbox: 0.357440 loss_dfl: 0.209536 loss: 1.483257 eta: 8 days, 0:47:51 batch_cost: 2.1066 data_cost: 0.0010 ips: 13.2915 images/s [11/11 15:19:11] ppdet.engine INFO: Epoch: [1] [1320/3251] learning_rate: 0.199902 loss_vfl: 0.879265 loss_bbox: 0.345701 loss_dfl: 0.205497 loss: 1.412625 eta: 8 days, 0:46:27 batch_cost: 2.1357 data_cost: 0.0010 ips: 13.1103 images/s [11/11 15:19:58] ppdet.engine INFO: Epoch: [1] [1340/3251] learning_rate: 0.199902 loss_vfl: 0.877457 loss_bbox: 0.393254 loss_dfl: 0.236049 loss: 1.524876 eta: 8 days, 0:47:46 batch_cost: 2.2529 data_cost: 0.0010 ips: 12.4286 images/s [11/11 15:20:44] ppdet.engine INFO: Epoch: [1] [1360/3251] learning_rate: 0.199901 loss_vfl: 0.886657 loss_bbox: 0.335672 loss_dfl: 0.212066 loss: 1.445038 eta: 8 days, 0:46:55 batch_cost: 2.1602 data_cost: 0.0009 ips: 12.9618 images/s [11/11 15:21:31] ppdet.engine INFO: Epoch: [1] [1380/3251] learning_rate: 0.199900 loss_vfl: 0.886596 loss_bbox: 0.357858 loss_dfl: 0.210264 loss: 1.476502 eta: 8 days, 0:48:05 batch_cost: 2.2475 data_cost: 0.0008 ips: 12.4583 images/s [11/11 15:22:17] ppdet.engine INFO: Epoch: [1] [1400/3251] learning_rate: 0.199899 loss_vfl: 0.890672 loss_bbox: 0.330163 loss_dfl: 0.199676 loss: 1.409363 eta: 8 days, 0:48:01 batch_cost: 2.1940 data_cost: 0.0018 ips: 12.7619 images/s [11/11 15:23:05] ppdet.engine INFO: Epoch: [1] [1420/3251] learning_rate: 0.199898 loss_vfl: 0.871878 loss_bbox: 0.363959 loss_dfl: 0.216971 loss: 1.477049 eta: 8 days, 0:48:43 batch_cost: 2.2285 data_cost: 0.0014 ips: 12.5643 images/s [11/11 15:23:52] ppdet.engine INFO: Epoch: [1] [1440/3251] learning_rate: 0.199897 loss_vfl: 0.882394 loss_bbox: 0.351992 loss_dfl: 0.215645 loss: 1.464583 eta: 8 days, 0:50:36 batch_cost: 2.2805 data_cost: 0.0009 ips: 12.2780 images/s [11/11 15:24:37] ppdet.engine INFO: Epoch: [1] [1460/3251] learning_rate: 0.199896 loss_vfl: 0.884549 loss_bbox: 0.327639 loss_dfl: 0.193160 loss: 1.392759 eta: 8 days, 0:47:28 batch_cost: 2.0600 data_cost: 0.0012 ips: 13.5921 images/s [11/11 15:25:24] ppdet.engine INFO: Epoch: [1] [1480/3251] learning_rate: 0.199896 loss_vfl: 0.876805 loss_bbox: 0.346306 loss_dfl: 0.211491 loss: 1.452351 eta: 8 days, 0:48:11 batch_cost: 2.2300 data_cost: 0.0011 ips: 12.5563 images/s [11/11 15:26:09] ppdet.engine INFO: Epoch: [1] [1500/3251] learning_rate: 0.199895 loss_vfl: 0.910441 loss_bbox: 0.343450 loss_dfl: 0.204462 loss: 1.451906 eta: 8 days, 0:44:42 batch_cost: 2.0438 data_cost: 0.0009 ips: 13.6998 images/s [11/11 15:26:53] ppdet.engine INFO: Epoch: [1] [1520/3251] learning_rate: 0.199894 loss_vfl: 0.868925 loss_bbox: 0.364118 loss_dfl: 0.214513 loss: 1.460779 eta: 8 days, 0:41:03 batch_cost: 2.0350 data_cost: 0.0009 ips: 13.7589 images/s [11/11 15:27:39] ppdet.engine INFO: Epoch: [1] [1540/3251] learning_rate: 0.199893 loss_vfl: 0.886092 loss_bbox: 0.355800 loss_dfl: 0.204906 loss: 1.432102 eta: 8 days, 0:41:15 batch_cost: 2.2070 data_cost: 0.0009 ips: 12.6870 images/s [11/11 15:28:25] ppdet.engine INFO: Epoch: [1] [1560/3251] learning_rate: 0.199892 loss_vfl: 0.871569 loss_bbox: 0.344019 loss_dfl: 0.206971 loss: 1.424966 eta: 8 days, 0:42:07 batch_cost: 2.2378 data_cost: 0.0013 ips: 12.5124 images/s [11/11 15:29:11] ppdet.engine INFO: Epoch: [1] [1580/3251] learning_rate: 0.199891 loss_vfl: 0.858359 loss_bbox: 0.420112 loss_dfl: 0.240064 loss: 1.514465 eta: 8 days, 0:41:31 batch_cost: 2.1709 data_cost: 0.0008 ips: 12.8981 images/s [11/11 15:29:57] ppdet.engine INFO: Epoch: [1] [1600/3251] learning_rate: 0.199890 loss_vfl: 0.864258 loss_bbox: 0.344868 loss_dfl: 0.206975 loss: 1.422387 eta: 8 days, 0:40:29 batch_cost: 2.1519 data_cost: 0.0009 ips: 13.0118 images/s [11/11 15:30:44] ppdet.engine INFO: Epoch: [1] [1620/3251] learning_rate: 0.199889 loss_vfl: 0.873293 loss_bbox: 0.370525 loss_dfl: 0.217662 loss: 1.473751 eta: 8 days, 0:40:07 batch_cost: 2.1823 data_cost: 0.0011 ips: 12.8304 images/s [11/11 15:31:31] ppdet.engine INFO: Epoch: [1] [1640/3251] learning_rate: 0.199888 loss_vfl: 0.873290 loss_bbox: 0.313518 loss_dfl: 0.192716 loss: 1.388177 eta: 8 days, 0:41:12 batch_cost: 2.2489 data_cost: 0.0009 ips: 12.4506 images/s [11/11 15:32:18] ppdet.engine INFO: Epoch: [1] [1660/3251] learning_rate: 0.199887 loss_vfl: 0.870607 loss_bbox: 0.374480 loss_dfl: 0.214886 loss: 1.481590 eta: 8 days, 0:42:46 batch_cost: 2.2715 data_cost: 0.0011 ips: 12.3266 images/s [11/11 15:33:06] ppdet.engine INFO: Epoch: [1] [1680/3251] learning_rate: 0.199886 loss_vfl: 0.858622 loss_bbox: 0.360763 loss_dfl: 0.211350 loss: 1.421598 eta: 8 days, 0:42:31 batch_cost: 2.1882 data_cost: 0.0009 ips: 12.7961 images/s [11/11 15:33:53] ppdet.engine INFO: Epoch: [1] [1700/3251] learning_rate: 0.199886 loss_vfl: 0.866285 loss_bbox: 0.346562 loss_dfl: 0.198495 loss: 1.417815 eta: 8 days, 0:42:32 batch_cost: 2.2013 data_cost: 0.0008 ips: 12.7198 images/s [11/11 15:34:38] ppdet.engine INFO: Epoch: [1] [1720/3251] learning_rate: 0.199885 loss_vfl: 0.892389 loss_bbox: 0.324134 loss_dfl: 0.199286 loss: 1.401745 eta: 8 days, 0:41:13 batch_cost: 2.1393 data_cost: 0.0009 ips: 13.0882 images/s [11/11 15:35:27] ppdet.engine INFO: Epoch: [1] [1740/3251] learning_rate: 0.199884 loss_vfl: 0.883076 loss_bbox: 0.397972 loss_dfl: 0.229177 loss: 1.516584 eta: 8 days, 0:44:15 batch_cost: 2.3430 data_cost: 0.0009 ips: 11.9505 images/s [11/11 15:36:12] ppdet.engine INFO: Epoch: [1] [1760/3251] learning_rate: 0.199883 loss_vfl: 0.874708 loss_bbox: 0.363460 loss_dfl: 0.215701 loss: 1.451321 eta: 8 days, 0:41:27 batch_cost: 2.0697 data_cost: 0.0009 ips: 13.5282 images/s [11/11 15:37:00] ppdet.engine INFO: Epoch: [1] [1780/3251] learning_rate: 0.199882 loss_vfl: 0.881448 loss_bbox: 0.378238 loss_dfl: 0.214637 loss: 1.475995 eta: 8 days, 0:42:50 batch_cost: 2.2663 data_cost: 0.0009 ips: 12.3551 images/s [11/11 15:37:45] ppdet.engine INFO: Epoch: [1] [1800/3251] learning_rate: 0.199881 loss_vfl: 0.885057 loss_bbox: 0.352043 loss_dfl: 0.217502 loss: 1.456738 eta: 8 days, 0:41:49 batch_cost: 2.1536 data_cost: 0.0008 ips: 13.0018 images/s [11/11 15:38:30] ppdet.engine INFO: Epoch: [1] [1820/3251] learning_rate: 0.199880 loss_vfl: 0.878162 loss_bbox: 0.342455 loss_dfl: 0.196792 loss: 1.429208 eta: 8 days, 0:40:16 batch_cost: 2.1283 data_cost: 0.0009 ips: 13.1558 images/s [11/11 15:39:18] ppdet.engine INFO: Epoch: [1] [1840/3251] learning_rate: 0.199879 loss_vfl: 0.866058 loss_bbox: 0.350254 loss_dfl: 0.219715 loss: 1.458098 eta: 8 days, 0:41:19 batch_cost: 2.2523 data_cost: 0.0010 ips: 12.4316 images/s [11/11 15:40:04] ppdet.engine INFO: Epoch: [1] [1860/3251] learning_rate: 0.199878 loss_vfl: 0.879764 loss_bbox: 0.336326 loss_dfl: 0.208250 loss: 1.435654 eta: 8 days, 0:40:01 batch_cost: 2.1396 data_cost: 0.0009 ips: 13.0864 images/s [11/11 15:40:50] ppdet.engine INFO: Epoch: [1] [1880/3251] learning_rate: 0.199877 loss_vfl: 0.871967 loss_bbox: 0.322695 loss_dfl: 0.193927 loss: 1.404144 eta: 8 days, 0:39:42 batch_cost: 2.1875 data_cost: 0.0013 ips: 12.8001 images/s [11/11 15:41:38] ppdet.engine INFO: Epoch: [1] [1900/3251] learning_rate: 0.199876 loss_vfl: 0.886623 loss_bbox: 0.295748 loss_dfl: 0.183774 loss: 1.349879 eta: 8 days, 0:41:03 batch_cost: 2.2672 data_cost: 0.0008 ips: 12.3502 images/s [11/11 15:42:25] ppdet.engine INFO: Epoch: [1] [1920/3251] learning_rate: 0.199875 loss_vfl: 0.873267 loss_bbox: 0.357689 loss_dfl: 0.217528 loss: 1.442886 eta: 8 days, 0:40:17 batch_cost: 2.1658 data_cost: 0.0009 ips: 12.9283 images/s [11/11 15:43:11] ppdet.engine INFO: Epoch: [1] [1940/3251] learning_rate: 0.199874 loss_vfl: 0.880370 loss_bbox: 0.348791 loss_dfl: 0.203114 loss: 1.447258 eta: 8 days, 0:40:03 batch_cost: 2.1926 data_cost: 0.0020 ips: 12.7700 images/s [11/11 15:43:58] ppdet.engine INFO: Epoch: [1] [1960/3251] learning_rate: 0.199873 loss_vfl: 0.872473 loss_bbox: 0.316987 loss_dfl: 0.191428 loss: 1.398528 eta: 8 days, 0:39:52 batch_cost: 2.1942 data_cost: 0.0010 ips: 12.7607 images/s [11/11 15:44:44] ppdet.engine INFO: Epoch: [1] [1980/3251] learning_rate: 0.199872 loss_vfl: 0.883703 loss_bbox: 0.362308 loss_dfl: 0.223387 loss: 1.472751 eta: 8 days, 0:37:35 batch_cost: 2.0915 data_cost: 0.0010 ips: 13.3874 images/s [11/11 15:45:29] ppdet.engine INFO: Epoch: [1] [2000/3251] learning_rate: 0.199871 loss_vfl: 0.870441 loss_bbox: 0.327400 loss_dfl: 0.199139 loss: 1.399526 eta: 8 days, 0:35:53 batch_cost: 2.1199 data_cost: 0.0011 ips: 13.2084 images/s [11/11 15:46:15] ppdet.engine INFO: Epoch: [1] [2020/3251] learning_rate: 0.199870 loss_vfl: 0.881443 loss_bbox: 0.347427 loss_dfl: 0.207592 loss: 1.453529 eta: 8 days, 0:34:38 batch_cost: 2.1416 data_cost: 0.0010 ips: 13.0744 images/s [11/11 15:47:02] ppdet.engine INFO: Epoch: [1] [2040/3251] learning_rate: 0.199869 loss_vfl: 0.868540 loss_bbox: 0.327972 loss_dfl: 0.196491 loss: 1.390697 eta: 8 days, 0:35:28 batch_cost: 2.2445 data_cost: 0.0009 ips: 12.4748 images/s [11/11 15:47:49] ppdet.engine INFO: Epoch: [1] [2060/3251] learning_rate: 0.199868 loss_vfl: 0.874083 loss_bbox: 0.351258 loss_dfl: 0.213284 loss: 1.450110 eta: 8 days, 0:36:50 batch_cost: 2.2722 data_cost: 0.0011 ips: 12.3227 images/s [11/11 15:48:36] ppdet.engine INFO: Epoch: [1] [2080/3251] learning_rate: 0.199867 loss_vfl: 0.880375 loss_bbox: 0.319975 loss_dfl: 0.193032 loss: 1.370627 eta: 8 days, 0:36:11 batch_cost: 2.1723 data_cost: 0.0009 ips: 12.8895 images/s [11/11 15:49:22] ppdet.engine INFO: Epoch: [1] [2100/3251] learning_rate: 0.199866 loss_vfl: 0.874395 loss_bbox: 0.358257 loss_dfl: 0.223343 loss: 1.470127 eta: 8 days, 0:35:58 batch_cost: 2.1933 data_cost: 0.0009 ips: 12.7659 images/s [11/11 15:50:09] ppdet.engine INFO: Epoch: [1] [2120/3251] learning_rate: 0.199865 loss_vfl: 0.867638 loss_bbox: 0.373335 loss_dfl: 0.232376 loss: 1.489261 eta: 8 days, 0:36:20 batch_cost: 2.2241 data_cost: 0.0013 ips: 12.5896 images/s [11/11 15:50:56] ppdet.engine INFO: Epoch: [1] [2140/3251] learning_rate: 0.199864 loss_vfl: 0.871022 loss_bbox: 0.310357 loss_dfl: 0.192045 loss: 1.378517 eta: 8 days, 0:36:12 batch_cost: 2.1978 data_cost: 0.0010 ips: 12.7399 images/s [11/11 15:51:41] ppdet.engine INFO: Epoch: [1] [2160/3251] learning_rate: 0.199863 loss_vfl: 0.865650 loss_bbox: 0.353182 loss_dfl: 0.220868 loss: 1.436125 eta: 8 days, 0:34:58 batch_cost: 2.1432 data_cost: 0.0009 ips: 13.0644 images/s [11/11 15:52:30] ppdet.engine INFO: Epoch: [1] [2180/3251] learning_rate: 0.199862 loss_vfl: 0.868275 loss_bbox: 0.353572 loss_dfl: 0.195568 loss: 1.462747 eta: 8 days, 0:37:33 batch_cost: 2.3369 data_cost: 0.0009 ips: 11.9816 images/s [11/11 15:53:15] ppdet.engine INFO: Epoch: [1] [2200/3251] learning_rate: 0.199861 loss_vfl: 0.885994 loss_bbox: 0.333578 loss_dfl: 0.201377 loss: 1.437434 eta: 8 days, 0:36:34 batch_cost: 2.1564 data_cost: 0.0009 ips: 12.9844 images/s [11/11 15:53:59] ppdet.engine INFO: Epoch: [1] [2220/3251] learning_rate: 0.199860 loss_vfl: 0.856448 loss_bbox: 0.346673 loss_dfl: 0.200301 loss: 1.406354 eta: 8 days, 0:34:44 batch_cost: 2.1123 data_cost: 0.0010 ips: 13.2558 images/s [11/11 15:54:46] ppdet.engine INFO: Epoch: [1] [2240/3251] learning_rate: 0.199859 loss_vfl: 0.862213 loss_bbox: 0.283362 loss_dfl: 0.192882 loss: 1.373920 eta: 8 days, 0:33:19 batch_cost: 2.1329 data_cost: 0.0009 ips: 13.1276 images/s [11/11 15:55:32] ppdet.engine INFO: Epoch: [1] [2260/3251] learning_rate: 0.199858 loss_vfl: 0.889639 loss_bbox: 0.315043 loss_dfl: 0.195857 loss: 1.397706 eta: 8 days, 0:33:21 batch_cost: 2.2085 data_cost: 0.0009 ips: 12.6785 images/s [11/11 15:56:20] ppdet.engine INFO: Epoch: [1] [2280/3251] learning_rate: 0.199857 loss_vfl: 0.890844 loss_bbox: 0.359804 loss_dfl: 0.210359 loss: 1.471886 eta: 8 days, 0:33:37 batch_cost: 2.2199 data_cost: 0.0010 ips: 12.6133 images/s [11/11 15:57:05] ppdet.engine INFO: Epoch: [1] [2300/3251] learning_rate: 0.199856 loss_vfl: 0.875254 loss_bbox: 0.348192 loss_dfl: 0.205359 loss: 1.436522 eta: 8 days, 0:33:03 batch_cost: 2.1778 data_cost: 0.0009 ips: 12.8568 images/s [11/11 15:57:52] ppdet.engine INFO: Epoch: [1] [2320/3251] learning_rate: 0.199855 loss_vfl: 0.898192 loss_bbox: 0.309459 loss_dfl: 0.193955 loss: 1.400331 eta: 8 days, 0:33:27 batch_cost: 2.2273 data_cost: 0.0009 ips: 12.5712 images/s [11/11 15:58:38] ppdet.engine INFO: Epoch: [1] [2340/3251] learning_rate: 0.199854 loss_vfl: 0.886800 loss_bbox: 0.372435 loss_dfl: 0.213267 loss: 1.469928 eta: 8 days, 0:31:25 batch_cost: 2.1011 data_cost: 0.0010 ips: 13.3266 images/s [11/11 15:59:23] ppdet.engine INFO: Epoch: [1] [2360/3251] learning_rate: 0.199853 loss_vfl: 0.890329 loss_bbox: 0.342250 loss_dfl: 0.203730 loss: 1.451279 eta: 8 days, 0:28:35 batch_cost: 2.0583 data_cost: 0.0014 ips: 13.6037 images/s [11/11 16:00:10] ppdet.engine INFO: Epoch: [1] [2380/3251] learning_rate: 0.199852 loss_vfl: 0.890719 loss_bbox: 0.338318 loss_dfl: 0.207607 loss: 1.401403 eta: 8 days, 0:29:12 batch_cost: 2.2395 data_cost: 0.0009 ips: 12.5030 images/s [11/11 16:00:56] ppdet.engine INFO: Epoch: [1] [2400/3251] learning_rate: 0.199851 loss_vfl: 0.857531 loss_bbox: 0.343664 loss_dfl: 0.205794 loss: 1.420249 eta: 8 days, 0:27:07 batch_cost: 2.0965 data_cost: 0.0010 ips: 13.3556 images/s [11/11 16:01:42] ppdet.engine INFO: Epoch: [1] [2420/3251] learning_rate: 0.199850 loss_vfl: 0.872052 loss_bbox: 0.295659 loss_dfl: 0.193156 loss: 1.364549 eta: 8 days, 0:25:02 batch_cost: 2.0969 data_cost: 0.0008 ips: 13.3529 images/s [11/11 16:02:26] ppdet.engine INFO: Epoch: [1] [2440/3251] learning_rate: 0.199849 loss_vfl: 0.888752 loss_bbox: 0.343499 loss_dfl: 0.203119 loss: 1.462567 eta: 8 days, 0:23:37 batch_cost: 2.1316 data_cost: 0.0009 ips: 13.1357 images/s [11/11 16:03:12] ppdet.engine INFO: Epoch: [1] [2460/3251] learning_rate: 0.199848 loss_vfl: 0.874201 loss_bbox: 0.357695 loss_dfl: 0.214262 loss: 1.444112 eta: 8 days, 0:23:37 batch_cost: 2.2066 data_cost: 0.0009 ips: 12.6894 images/s [11/11 16:04:00] ppdet.engine INFO: Epoch: [1] [2480/3251] learning_rate: 0.199847 loss_vfl: 0.871275 loss_bbox: 0.344527 loss_dfl: 0.212475 loss: 1.437200 eta: 8 days, 0:22:11 batch_cost: 2.1305 data_cost: 0.0009 ips: 13.1425 images/s [11/11 16:04:49] ppdet.engine INFO: Epoch: [1] [2500/3251] learning_rate: 0.199846 loss_vfl: 0.871857 loss_bbox: 0.351919 loss_dfl: 0.205880 loss: 1.444424 eta: 8 days, 0:22:39 batch_cost: 2.2330 data_cost: 0.0009 ips: 12.5394 images/s [11/11 16:05:35] ppdet.engine INFO: Epoch: [1] [2520/3251] learning_rate: 0.199845 loss_vfl: 0.879543 loss_bbox: 0.314012 loss_dfl: 0.195169 loss: 1.409678 eta: 8 days, 0:21:05 batch_cost: 2.1229 data_cost: 0.0009 ips: 13.1894 images/s [11/11 16:06:17] ppdet.engine INFO: Epoch: [1] [2540/3251] learning_rate: 0.199843 loss_vfl: 0.859535 loss_bbox: 0.387867 loss_dfl: 0.206620 loss: 1.441484 eta: 8 days, 0:16:38 batch_cost: 1.9656 data_cost: 0.0009 ips: 14.2450 images/s [11/11 16:07:02] ppdet.engine INFO: Epoch: [1] [2560/3251] learning_rate: 0.199842 loss_vfl: 0.899178 loss_bbox: 0.344597 loss_dfl: 0.213248 loss: 1.476002 eta: 8 days, 0:12:47 batch_cost: 1.9969 data_cost: 0.0008 ips: 14.0218 images/s [11/11 16:07:48] ppdet.engine INFO: Epoch: [1] [2580/3251] learning_rate: 0.199841 loss_vfl: 0.884550 loss_bbox: 0.379665 loss_dfl: 0.228327 loss: 1.497575 eta: 8 days, 0:12:48 batch_cost: 2.2077 data_cost: 0.0008 ips: 12.6828 images/s [11/11 16:08:35] ppdet.engine INFO: Epoch: [1] [2600/3251] learning_rate: 0.199840 loss_vfl: 0.875244 loss_bbox: 0.337590 loss_dfl: 0.197554 loss: 1.423593 eta: 8 days, 0:12:16 batch_cost: 2.1782 data_cost: 0.0016 ips: 12.8545 images/s [11/11 16:09:23] ppdet.engine INFO: Epoch: [1] [2620/3251] learning_rate: 0.199839 loss_vfl: 0.873607 loss_bbox: 0.325627 loss_dfl: 0.201869 loss: 1.408085 eta: 8 days, 0:13:04 batch_cost: 2.2512 data_cost: 0.0014 ips: 12.4380 images/s [11/11 16:10:08] ppdet.engine INFO: Epoch: [1] [2640/3251] learning_rate: 0.199838 loss_vfl: 0.892820 loss_bbox: 0.361140 loss_dfl: 0.214439 loss: 1.452757 eta: 8 days, 0:11:47 batch_cost: 2.1363 data_cost: 0.0012 ips: 13.1066 images/s [11/11 16:10:55] ppdet.engine INFO: Epoch: [1] [2660/3251] learning_rate: 0.199837 loss_vfl: 0.873240 loss_bbox: 0.350435 loss_dfl: 0.197001 loss: 1.425625 eta: 8 days, 0:10:03 batch_cost: 2.1116 data_cost: 0.0008 ips: 13.2600 images/s [11/11 16:11:40] ppdet.engine INFO: Epoch: [1] [2680/3251] learning_rate: 0.199836 loss_vfl: 0.878732 loss_bbox: 0.327440 loss_dfl: 0.195687 loss: 1.391044 eta: 8 days, 0:08:44 batch_cost: 2.1342 data_cost: 0.0009 ips: 13.1197 images/s [11/11 16:12:25] ppdet.engine INFO: Epoch: [1] [2700/3251] learning_rate: 0.199835 loss_vfl: 0.887801 loss_bbox: 0.362111 loss_dfl: 0.218188 loss: 1.448487 eta: 8 days, 0:07:20 batch_cost: 2.1298 data_cost: 0.0009 ips: 13.1470 images/s [11/11 16:13:11] ppdet.engine INFO: Epoch: [1] [2720/3251] learning_rate: 0.199834 loss_vfl: 0.857412 loss_bbox: 0.367612 loss_dfl: 0.220978 loss: 1.453390 eta: 8 days, 0:05:45 batch_cost: 2.1182 data_cost: 0.0008 ips: 13.2185 images/s [11/11 16:14:00] ppdet.engine INFO: Epoch: [1] [2740/3251] learning_rate: 0.199832 loss_vfl: 0.881938 loss_bbox: 0.312031 loss_dfl: 0.191508 loss: 1.390797 eta: 8 days, 0:07:54 batch_cost: 2.3291 data_cost: 0.0010 ips: 12.0219 images/s [11/11 16:14:46] ppdet.engine INFO: Epoch: [1] [2760/3251] learning_rate: 0.199831 loss_vfl: 0.876052 loss_bbox: 0.367700 loss_dfl: 0.225802 loss: 1.483332 eta: 8 days, 0:07:20 batch_cost: 2.1764 data_cost: 0.0009 ips: 12.8650 images/s [11/11 16:15:33] ppdet.engine INFO: Epoch: [1] [2780/3251] learning_rate: 0.199830 loss_vfl: 0.876668 loss_bbox: 0.283542 loss_dfl: 0.171064 loss: 1.346871 eta: 8 days, 0:06:04 batch_cost: 2.1366 data_cost: 0.0015 ips: 13.1049 images/s [11/11 16:16:20] ppdet.engine INFO: Epoch: [1] [2800/3251] learning_rate: 0.199829 loss_vfl: 0.864065 loss_bbox: 0.354561 loss_dfl: 0.218782 loss: 1.456622 eta: 8 days, 0:05:45 batch_cost: 2.1907 data_cost: 0.0011 ips: 12.7812 images/s [11/11 16:17:05] ppdet.engine INFO: Epoch: [1] [2820/3251] learning_rate: 0.199828 loss_vfl: 0.866021 loss_bbox: 0.323106 loss_dfl: 0.198156 loss: 1.411865 eta: 8 days, 0:03:50 batch_cost: 2.0985 data_cost: 0.0009 ips: 13.3426 images/s [11/11 16:17:50] ppdet.engine INFO: Epoch: [1] [2840/3251] learning_rate: 0.199827 loss_vfl: 0.881058 loss_bbox: 0.362179 loss_dfl: 0.221706 loss: 1.454937 eta: 8 days, 0:02:37 batch_cost: 2.1393 data_cost: 0.0015 ips: 13.0881 images/s [11/11 16:18:35] ppdet.engine INFO: Epoch: [1] [2860/3251] learning_rate: 0.199826 loss_vfl: 0.870406 loss_bbox: 0.331964 loss_dfl: 0.203160 loss: 1.424323 eta: 8 days, 0:02:08 batch_cost: 2.1807 data_cost: 0.0009 ips: 12.8399 images/s [11/11 16:19:20] ppdet.engine INFO: Epoch: [1] [2880/3251] learning_rate: 0.199825 loss_vfl: 0.875192 loss_bbox: 0.326165 loss_dfl: 0.209734 loss: 1.432282 eta: 8 days, 0:00:18 batch_cost: 2.1033 data_cost: 0.0011 ips: 13.3127 images/s [11/11 16:20:08] ppdet.engine INFO: Epoch: [1] [2900/3251] learning_rate: 0.199823 loss_vfl: 0.877056 loss_bbox: 0.340919 loss_dfl: 0.207099 loss: 1.425148 eta: 8 days, 0:01:30 batch_cost: 2.2784 data_cost: 0.0009 ips: 12.2896 images/s [11/11 16:20:56] ppdet.engine INFO: Epoch: [1] [2920/3251] learning_rate: 0.199822 loss_vfl: 0.883991 loss_bbox: 0.320945 loss_dfl: 0.202677 loss: 1.422240 eta: 8 days, 0:02:27 batch_cost: 2.2643 data_cost: 0.0011 ips: 12.3660 images/s [11/11 16:21:42] ppdet.engine INFO: Epoch: [1] [2940/3251] learning_rate: 0.199821 loss_vfl: 0.894580 loss_bbox: 0.323533 loss_dfl: 0.202447 loss: 1.428061 eta: 8 days, 0:01:26 batch_cost: 2.1513 data_cost: 0.0009 ips: 13.0156 images/s [11/11 16:22:27] ppdet.engine INFO: Epoch: [1] [2960/3251] learning_rate: 0.199820 loss_vfl: 0.874361 loss_bbox: 0.255082 loss_dfl: 0.167359 loss: 1.328937 eta: 7 days, 23:57:54 batch_cost: 2.0035 data_cost: 0.0009 ips: 13.9757 images/s [11/11 16:23:13] ppdet.engine INFO: Epoch: [1] [2980/3251] learning_rate: 0.199819 loss_vfl: 0.900840 loss_bbox: 0.326695 loss_dfl: 0.201902 loss: 1.447760 eta: 7 days, 23:57:37 batch_cost: 2.1924 data_cost: 0.0009 ips: 12.7712 images/s [11/11 16:24:00] ppdet.engine INFO: Epoch: [1] [3000/3251] learning_rate: 0.199818 loss_vfl: 0.890022 loss_bbox: 0.314752 loss_dfl: 0.192050 loss: 1.343921 eta: 7 days, 23:58:53 batch_cost: 2.2840 data_cost: 0.0009 ips: 12.2590 images/s [11/11 16:24:44] ppdet.engine INFO: Epoch: [1] [3020/3251] learning_rate: 0.199816 loss_vfl: 0.894792 loss_bbox: 0.315622 loss_dfl: 0.202784 loss: 1.423501 eta: 7 days, 23:56:39 batch_cost: 2.0781 data_cost: 0.0009 ips: 13.4736 images/s [11/11 16:25:30] ppdet.engine INFO: Epoch: [1] [3040/3251] learning_rate: 0.199815 loss_vfl: 0.885018 loss_bbox: 0.351326 loss_dfl: 0.208934 loss: 1.444841 eta: 7 days, 23:56:17 batch_cost: 2.1886 data_cost: 0.0009 ips: 12.7933 images/s [11/11 16:26:17] ppdet.engine INFO: Epoch: [1] [3060/3251] learning_rate: 0.199814 loss_vfl: 0.880108 loss_bbox: 0.346887 loss_dfl: 0.223295 loss: 1.442855 eta: 7 days, 23:56:18 batch_cost: 2.2118 data_cost: 0.0009 ips: 12.6593 images/s [11/11 16:27:03] ppdet.engine INFO: Epoch: [1] [3080/3251] learning_rate: 0.199813 loss_vfl: 0.852044 loss_bbox: 0.293962 loss_dfl: 0.185496 loss: 1.409921 eta: 7 days, 23:56:20 batch_cost: 2.2121 data_cost: 0.0009 ips: 12.6579 images/s [11/11 16:27:47] ppdet.engine INFO: Epoch: [1] [3100/3251] learning_rate: 0.199812 loss_vfl: 0.893163 loss_bbox: 0.332470 loss_dfl: 0.198977 loss: 1.433053 eta: 7 days, 23:53:54 batch_cost: 2.0654 data_cost: 0.0016 ips: 13.5567 images/s [11/11 16:28:36] ppdet.engine INFO: Epoch: [1] [3120/3251] learning_rate: 0.199811 loss_vfl: 0.881973 loss_bbox: 0.328914 loss_dfl: 0.205981 loss: 1.418612 eta: 7 days, 23:55:29 batch_cost: 2.3060 data_cost: 0.0009 ips: 12.1420 images/s [11/11 16:29:20] ppdet.engine INFO: Epoch: [1] [3140/3251] learning_rate: 0.199809 loss_vfl: 0.876587 loss_bbox: 0.334409 loss_dfl: 0.207298 loss: 1.418358 eta: 7 days, 23:53:48 batch_cost: 2.1098 data_cost: 0.0011 ips: 13.2714 images/s [11/11 16:30:07] ppdet.engine INFO: Epoch: [1] [3160/3251] learning_rate: 0.199808 loss_vfl: 0.893916 loss_bbox: 0.362322 loss_dfl: 0.224312 loss: 1.477625 eta: 7 days, 23:53:44 batch_cost: 2.2070 data_cost: 0.0009 ips: 12.6871 images/s [11/11 16:30:54] ppdet.engine INFO: Epoch: [1] [3180/3251] learning_rate: 0.199807 loss_vfl: 0.881941 loss_bbox: 0.359973 loss_dfl: 0.216196 loss: 1.483867 eta: 7 days, 23:54:39 batch_cost: 2.2669 data_cost: 0.0011 ips: 12.3515 images/s [11/11 16:31:42] ppdet.engine INFO: Epoch: [1] [3200/3251] learning_rate: 0.199806 loss_vfl: 0.874368 loss_bbox: 0.331507 loss_dfl: 0.200173 loss: 1.441050 eta: 7 days, 23:54:43 batch_cost: 2.2157 data_cost: 0.0009 ips: 12.6372 images/s [11/11 16:32:29] ppdet.engine INFO: Epoch: [1] [3220/3251] learning_rate: 0.199805 loss_vfl: 0.860100 loss_bbox: 0.342665 loss_dfl: 0.201442 loss: 1.438977 eta: 7 days, 23:55:00 batch_cost: 2.2297 data_cost: 0.0019 ips: 12.5577 images/s [11/11 16:33:14] ppdet.engine INFO: Epoch: [1] [3240/3251] learning_rate: 0.199803 loss_vfl: 0.888970 loss_bbox: 0.319817 loss_dfl: 0.196322 loss: 1.401416 eta: 7 days, 23:54:07 batch_cost: 2.1586 data_cost: 0.0015 ips: 12.9713 images/s [11/11 16:33:29] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_lcnet_2_5x_640_mainbody loading annotations into memory... Done (t=2.88s) creating index... index created! loading annotations into memory... Done (t=2.74s) creating index... index created! [11/11 16:33:54] ppdet.engine INFO: Eval iter: 0 [11/11 16:34:26] ppdet.engine INFO: Eval iter: 100 [11/11 16:34:52] ppdet.engine INFO: Eval iter: 200 [11/11 16:35:18] ppdet.engine INFO: Eval iter: 300 [11/11 16:35:45] ppdet.engine INFO: Eval iter: 400 [11/11 16:36:12] ppdet.engine INFO: Eval iter: 500 [11/11 16:36:40] ppdet.engine INFO: Eval iter: 600 [11/11 16:37:07] ppdet.engine INFO: Eval iter: 700 [11/11 16:37:35] ppdet.engine INFO: Eval iter: 800 [11/11 16:38:03] ppdet.engine INFO: Eval iter: 900 [11/11 16:38:30] ppdet.engine INFO: Eval iter: 1000 [11/11 16:38:56] ppdet.engine INFO: Eval iter: 1100 [11/11 16:39:22] ppdet.engine INFO: Eval iter: 1200 [11/11 16:39:48] ppdet.engine INFO: Eval iter: 1300 [11/11 16:40:14] ppdet.engine INFO: Eval iter: 1400 [11/11 16:40:41] ppdet.engine INFO: Eval iter: 1500 [11/11 16:41:07] ppdet.engine INFO: Eval iter: 1600 [11/11 16:41:34] ppdet.engine INFO: Eval iter: 1700 [11/11 16:42:03] ppdet.engine INFO: Eval iter: 1800 [11/11 16:42:33] ppdet.engine INFO: Eval iter: 1900 [11/11 16:43:01] ppdet.engine INFO: Eval iter: 2000 [11/11 16:43:30] ppdet.engine INFO: Eval iter: 2100 [11/11 16:43:58] ppdet.engine INFO: Eval iter: 2200 [11/11 16:44:25] ppdet.engine INFO: Eval iter: 2300 [11/11 16:45:24] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json. loading annotations into memory... Done (t=2.16s) creating index... index created! [11/11 16:45:26] ppdet.metrics.coco_utils INFO: Start evaluate... Loading and preparing results... DONE (t=15.58s) creating index... index created! Running per image evaluation... Evaluate annotation type *bbox* DONE (t=394.17s). Accumulating evaluation results... /usr/local/lib/python3.7/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) /usr/local/lib/python3.7/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=29.14s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.301 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.493 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.309 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.142 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 ] = 0.407 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.070 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.332 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.528 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.269 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.541 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.707 [11/11 16:52:48] ppdet.engine INFO: Total sample number: 19074, averge FPS: 29.062634189943456 [11/11 16:52:48] ppdet.engine INFO: Best test bbox ap is 0.301. [11/11 16:52:48] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_lcnet_2_5x_640_mainbody [11/11 16:52:50] ppdet.engine INFO: Epoch: [2] [ 0/3251] learning_rate: 0.199803 loss_vfl: 0.892425 loss_bbox: 0.332339 loss_dfl: 0.194371 loss: 1.418281 eta: 7 days, 23:41:50 batch_cost: 1.4740 data_cost: 0.0014 ips: 18.9964 images/s [11/11 16:53:38] ppdet.engine INFO: Epoch: [2] [ 20/3251] learning_rate: 0.199801 loss_vfl: 0.870885 loss_bbox: 0.363199 loss_dfl: 0.209618 loss: 1.457422 eta: 7 days, 23:43:21 batch_cost: 2.3041 data_cost: 0.0017 ips: 12.1520 images/s [11/11 16:54:23] ppdet.engine INFO: Epoch: [2] [ 40/3251] learning_rate: 0.199800 loss_vfl: 0.874351 loss_bbox: 0.295314 loss_dfl: 0.182965 loss: 1.378315 eta: 7 days, 23:42:05 batch_cost: 2.1330 data_cost: 0.0014 ips: 13.1268 images/s [11/11 16:55:14] ppdet.engine INFO: Epoch: [2] [ 60/3251] learning_rate: 0.199799 loss_vfl: 0.881815 loss_bbox: 0.326352 loss_dfl: 0.195392 loss: 1.431030 eta: 7 days, 23:43:59 batch_cost: 2.3282 data_cost: 0.0010 ips: 12.0264 images/s [11/11 16:56:06] ppdet.engine INFO: Epoch: [2] [ 80/3251] learning_rate: 0.199798 loss_vfl: 0.873850 loss_bbox: 0.345412 loss_dfl: 0.207643 loss: 1.416304 eta: 7 days, 23:48:38 batch_cost: 2.4997 data_cost: 0.0009 ips: 11.2013 images/s [11/11 16:56:53] ppdet.engine INFO: Epoch: [2] [ 100/3251] learning_rate: 0.199797 loss_vfl: 0.892082 loss_bbox: 0.312105 loss_dfl: 0.196517 loss: 1.416757 eta: 7 days, 23:49:27 batch_cost: 2.2635 data_cost: 0.0009 ips: 12.3701 images/s [11/11 16:57:46] ppdet.engine INFO: Epoch: [2] [ 120/3251] learning_rate: 0.199795 loss_vfl: 0.869523 loss_bbox: 0.304775 loss_dfl: 0.196433 loss: 1.380115 eta: 7 days, 23:54:24 batch_cost: 2.5219 data_cost: 0.0011 ips: 11.1029 images/s [11/11 16:58:36] ppdet.engine INFO: Epoch: [2] [ 140/3251] learning_rate: 0.199794 loss_vfl: 0.876419 loss_bbox: 0.313622 loss_dfl: 0.196631 loss: 1.417350 eta: 7 days, 23:57:14 batch_cost: 2.3924 data_cost: 0.0009 ips: 11.7039 images/s [11/11 16:59:25] ppdet.engine INFO: Epoch: [2] [ 160/3251] learning_rate: 0.199793 loss_vfl: 0.873060 loss_bbox: 0.332902 loss_dfl: 0.196121 loss: 1.427685 eta: 7 days, 23:57:41 batch_cost: 2.2439 data_cost: 0.0010 ips: 12.4784 images/s [11/11 17:00:12] ppdet.engine INFO: Epoch: [2] [ 180/3251] learning_rate: 0.199792 loss_vfl: 0.884944 loss_bbox: 0.338643 loss_dfl: 0.202181 loss: 1.429739 eta: 7 days, 23:58:49 batch_cost: 2.2868 data_cost: 0.0011 ips: 12.2440 images/s [11/11 17:00:58] ppdet.engine INFO: Epoch: [2] [ 200/3251] learning_rate: 0.199790 loss_vfl: 0.872272 loss_bbox: 0.343303 loss_dfl: 0.186460 loss: 1.411467 eta: 7 days, 23:56:38 batch_cost: 2.0780 data_cost: 0.0011 ips: 13.4744 images/s [11/11 17:01:44] ppdet.engine INFO: Epoch: [2] [ 220/3251] learning_rate: 0.199789 loss_vfl: 0.873578 loss_bbox: 0.328154 loss_dfl: 0.192048 loss: 1.394436 eta: 7 days, 23:56:18 batch_cost: 2.1956 data_cost: 0.0009 ips: 12.7530 images/s [11/11 17:02:29] ppdet.engine INFO: Epoch: [2] [ 240/3251] learning_rate: 0.199788 loss_vfl: 0.875480 loss_bbox: 0.311693 loss_dfl: 0.195319 loss: 1.391193 eta: 7 days, 23:55:20 batch_cost: 2.1546 data_cost: 0.0011 ips: 12.9952 images/s [11/11 17:03:15] ppdet.engine INFO: Epoch: [2] [ 260/3251] learning_rate: 0.199787 loss_vfl: 0.854385 loss_bbox: 0.333683 loss_dfl: 0.200672 loss: 1.397250 eta: 7 days, 23:55:50 batch_cost: 2.2477 data_cost: 0.0009 ips: 12.4569 images/s [11/11 17:04:02] ppdet.engine INFO: Epoch: [2] [ 280/3251] learning_rate: 0.199785 loss_vfl: 0.859804 loss_bbox: 0.348414 loss_dfl: 0.212110 loss: 1.456138 eta: 7 days, 23:55:20 batch_cost: 2.1847 data_cost: 0.0010 ips: 12.8162 images/s [11/11 17:04:49] ppdet.engine INFO: Epoch: [2] [ 300/3251] learning_rate: 0.199784 loss_vfl: 0.872701 loss_bbox: 0.323141 loss_dfl: 0.206160 loss: 1.423992 eta: 7 days, 23:54:36 batch_cost: 2.1704 data_cost: 0.0023 ips: 12.9010 images/s [11/11 17:05:36] ppdet.engine INFO: Epoch: [2] [ 320/3251] learning_rate: 0.199783 loss_vfl: 0.868109 loss_bbox: 0.314049 loss_dfl: 0.194757 loss: 1.392323 eta: 7 days, 23:54:50 batch_cost: 2.2323 data_cost: 0.0011 ips: 12.5433 images/s [11/11 17:06:24] ppdet.engine INFO: Epoch: [2] [ 340/3251] learning_rate: 0.199782 loss_vfl: 0.877044 loss_bbox: 0.303784 loss_dfl: 0.198145 loss: 1.392290 eta: 7 days, 23:55:09 batch_cost: 2.2369 data_cost: 0.0009 ips: 12.5171 images/s [11/11 17:07:10] ppdet.engine INFO: Epoch: [2] [ 360/3251] learning_rate: 0.199780 loss_vfl: 0.884072 loss_bbox: 0.338809 loss_dfl: 0.202108 loss: 1.401964 eta: 7 days, 23:53:24 batch_cost: 2.1046 data_cost: 0.0010 ips: 13.3041 images/s [11/11 17:07:57] ppdet.engine INFO: Epoch: [2] [ 380/3251] learning_rate: 0.199779 loss_vfl: 0.872437 loss_bbox: 0.337632 loss_dfl: 0.192251 loss: 1.372070 eta: 7 days, 23:52:29 batch_cost: 2.1582 data_cost: 0.0010 ips: 12.9736 images/s [11/11 17:08:44] ppdet.engine INFO: Epoch: [2] [ 400/3251] learning_rate: 0.199778 loss_vfl: 0.871164 loss_bbox: 0.365842 loss_dfl: 0.214388 loss: 1.450613 eta: 7 days, 23:51:55 batch_cost: 2.1813 data_cost: 0.0010 ips: 12.8362 images/s [11/11 17:09:30] ppdet.engine INFO: Epoch: [2] [ 420/3251] learning_rate: 0.199776 loss_vfl: 0.895321 loss_bbox: 0.334414 loss_dfl: 0.211501 loss: 1.426824 eta: 7 days, 23:51:47 batch_cost: 2.2088 data_cost: 0.0010 ips: 12.6765 images/s [11/11 17:10:21] ppdet.engine INFO: Epoch: [2] [ 440/3251] learning_rate: 0.199775 loss_vfl: 0.877238 loss_bbox: 0.329757 loss_dfl: 0.203772 loss: 1.406855 eta: 7 days, 23:55:47 batch_cost: 2.4804 data_cost: 0.0010 ips: 11.2885 images/s [11/11 17:11:12] ppdet.engine INFO: Epoch: [2] [ 460/3251] learning_rate: 0.199774 loss_vfl: 0.842520 loss_bbox: 0.351450 loss_dfl: 0.220898 loss: 1.417961 eta: 7 days, 23:57:22 batch_cost: 2.3235 data_cost: 0.0012 ips: 12.0509 images/s [11/11 17:12:02] ppdet.engine INFO: Epoch: [2] [ 480/3251] learning_rate: 0.199772 loss_vfl: 0.865269 loss_bbox: 0.350517 loss_dfl: 0.214655 loss: 1.422106 eta: 7 days, 23:59:50 batch_cost: 2.3818 data_cost: 0.0014 ips: 11.7560 images/s [11/11 17:12:48] ppdet.engine INFO: Epoch: [2] [ 500/3251] learning_rate: 0.199771 loss_vfl: 0.883802 loss_bbox: 0.308108 loss_dfl: 0.194625 loss: 1.394240 eta: 8 days, 0:00:03 batch_cost: 2.2352 data_cost: 0.0010 ips: 12.5266 images/s [11/11 17:13:33] ppdet.engine INFO: Epoch: [2] [ 520/3251] learning_rate: 0.199770 loss_vfl: 0.890898 loss_bbox: 0.338117 loss_dfl: 0.191188 loss: 1.407189 eta: 7 days, 23:57:45 batch_cost: 2.0679 data_cost: 0.0010 ips: 13.5403 images/s [11/11 17:14:21] ppdet.engine INFO: Epoch: [2] [ 540/3251] learning_rate: 0.199769 loss_vfl: 0.871662 loss_bbox: 0.317583 loss_dfl: 0.193791 loss: 1.382535 eta: 7 days, 23:57:57 batch_cost: 2.2345 data_cost: 0.0010 ips: 12.5309 images/s [11/11 17:15:10] ppdet.engine INFO: Epoch: [2] [ 560/3251] learning_rate: 0.199767 loss_vfl: 0.848513 loss_bbox: 0.320485 loss_dfl: 0.190952 loss: 1.365966 eta: 7 days, 23:58:06 batch_cost: 2.2310 data_cost: 0.0011 ips: 12.5505 images/s [11/11 17:15:55] ppdet.engine INFO: Epoch: [2] [ 580/3251] learning_rate: 0.199766 loss_vfl: 0.877167 loss_bbox: 0.363907 loss_dfl: 0.221396 loss: 1.434043 eta: 7 days, 23:56:05 batch_cost: 2.0867 data_cost: 0.0009 ips: 13.4184 images/s [11/11 17:16:43] ppdet.engine INFO: Epoch: [2] [ 600/3251] learning_rate: 0.199765 loss_vfl: 0.871700 loss_bbox: 0.317183 loss_dfl: 0.200606 loss: 1.420434 eta: 7 days, 23:57:08 batch_cost: 2.2913 data_cost: 0.0009 ips: 12.2200 images/s [11/11 17:17:29] ppdet.engine INFO: Epoch: [2] [ 620/3251] learning_rate: 0.199763 loss_vfl: 0.881619 loss_bbox: 0.326708 loss_dfl: 0.193634 loss: 1.421123 eta: 7 days, 23:56:44 batch_cost: 2.1956 data_cost: 0.0010 ips: 12.7526 images/s [11/11 17:18:16] ppdet.engine INFO: Epoch: [2] [ 640/3251] learning_rate: 0.199762 loss_vfl: 0.868679 loss_bbox: 0.331587 loss_dfl: 0.206584 loss: 1.439918 eta: 7 days, 23:55:45 batch_cost: 2.1555 data_cost: 0.0012 ips: 12.9899 images/s [11/11 17:19:02] ppdet.engine INFO: Epoch: [2] [ 660/3251] learning_rate: 0.199761 loss_vfl: 0.862369 loss_bbox: 0.338963 loss_dfl: 0.200184 loss: 1.417830 eta: 7 days, 23:55:33 batch_cost: 2.2077 data_cost: 0.0009 ips: 12.6826 images/s [11/11 17:19:49] ppdet.engine INFO: Epoch: [2] [ 680/3251] learning_rate: 0.199759 loss_vfl: 0.873537 loss_bbox: 0.352131 loss_dfl: 0.217637 loss: 1.451480 eta: 7 days, 23:54:56 batch_cost: 2.1814 data_cost: 0.0011 ips: 12.8360 images/s [11/11 17:20:36] ppdet.engine INFO: Epoch: [2] [ 700/3251] learning_rate: 0.199758 loss_vfl: 0.857904 loss_bbox: 0.349620 loss_dfl: 0.211925 loss: 1.423184 eta: 7 days, 23:55:02 batch_cost: 2.2284 data_cost: 0.0009 ips: 12.5649 images/s [11/11 17:21:22] ppdet.engine INFO: Epoch: [2] [ 720/3251] learning_rate: 0.199757 loss_vfl: 0.874834 loss_bbox: 0.312973 loss_dfl: 0.194378 loss: 1.380906 eta: 7 days, 23:54:19 batch_cost: 2.1743 data_cost: 0.0010 ips: 12.8777 images/s [11/11 17:22:10] ppdet.engine INFO: Epoch: [2] [ 740/3251] learning_rate: 0.199755 loss_vfl: 0.884597 loss_bbox: 0.315245 loss_dfl: 0.201055 loss: 1.398402 eta: 7 days, 23:54:48 batch_cost: 2.2557 data_cost: 0.0009 ips: 12.4131 images/s [11/11 17:22:58] ppdet.engine INFO: Epoch: [2] [ 760/3251] learning_rate: 0.199754 loss_vfl: 0.861829 loss_bbox: 0.354699 loss_dfl: 0.217102 loss: 1.431131 eta: 7 days, 23:55:31 batch_cost: 2.2731 data_cost: 0.0010 ips: 12.3177 images/s [11/11 17:23:47] ppdet.engine INFO: Epoch: [2] [ 780/3251] learning_rate: 0.199753 loss_vfl: 0.867799 loss_bbox: 0.340184 loss_dfl: 0.200460 loss: 1.431661 eta: 7 days, 23:56:28 batch_cost: 2.2880 data_cost: 0.0009 ips: 12.2375 images/s [11/11 17:24:33] ppdet.engine INFO: Epoch: [2] [ 800/3251] learning_rate: 0.199751 loss_vfl: 0.865838 loss_bbox: 0.334160 loss_dfl: 0.217853 loss: 1.440627 eta: 7 days, 23:55:46 batch_cost: 2.1757 data_cost: 0.0009 ips: 12.8695 images/s [11/11 17:25:20] ppdet.engine INFO: Epoch: [2] [ 820/3251] learning_rate: 0.199750 loss_vfl: 0.867918 loss_bbox: 0.331657 loss_dfl: 0.204249 loss: 1.444653 eta: 7 days, 23:55:25 batch_cost: 2.2009 data_cost: 0.0019 ips: 12.7221 images/s [11/11 17:26:08] ppdet.engine INFO: Epoch: [2] [ 840/3251] learning_rate: 0.199748 loss_vfl: 0.851053 loss_bbox: 0.327941 loss_dfl: 0.201098 loss: 1.386796 eta: 7 days, 23:55:21 batch_cost: 2.2195 data_cost: 0.0009 ips: 12.6153 images/s [11/11 17:26:54] ppdet.engine INFO: Epoch: [2] [ 860/3251] learning_rate: 0.199747 loss_vfl: 0.878757 loss_bbox: 0.335195 loss_dfl: 0.209571 loss: 1.407158 eta: 7 days, 23:54:24 batch_cost: 2.1590 data_cost: 0.0010 ips: 12.9691 images/s [11/11 17:27:41] ppdet.engine INFO: Epoch: [2] [ 880/3251] learning_rate: 0.199746 loss_vfl: 0.862969 loss_bbox: 0.335726 loss_dfl: 0.197062 loss: 1.377925 eta: 7 days, 23:54:15 batch_cost: 2.2140 data_cost: 0.0009 ips: 12.6469 images/s [11/11 17:28:28] ppdet.engine INFO: Epoch: [2] [ 900/3251] learning_rate: 0.199744 loss_vfl: 0.874207 loss_bbox: 0.316263 loss_dfl: 0.202093 loss: 1.378105 eta: 7 days, 23:54:40 batch_cost: 2.2549 data_cost: 0.0011 ips: 12.4173 images/s [11/11 17:29:14] ppdet.engine INFO: Epoch: [2] [ 920/3251] learning_rate: 0.199743 loss_vfl: 0.854199 loss_bbox: 0.306463 loss_dfl: 0.189001 loss: 1.357763 eta: 7 days, 23:52:43 batch_cost: 2.0886 data_cost: 0.0016 ips: 13.4062 images/s [11/11 17:30:02] ppdet.engine INFO: Epoch: [2] [ 940/3251] learning_rate: 0.199742 loss_vfl: 0.876318 loss_bbox: 0.329902 loss_dfl: 0.193649 loss: 1.405788 eta: 7 days, 23:53:39 batch_cost: 2.2907 data_cost: 0.0014 ips: 12.2231 images/s [11/11 17:30:50] ppdet.engine INFO: Epoch: [2] [ 960/3251] learning_rate: 0.199740 loss_vfl: 0.895013 loss_bbox: 0.354826 loss_dfl: 0.216160 loss: 1.470033 eta: 7 days, 23:53:57 batch_cost: 2.2474 data_cost: 0.0014 ips: 12.4590 images/s [11/11 17:31:39] ppdet.engine INFO: Epoch: [2] [ 980/3251] learning_rate: 0.199739 loss_vfl: 0.882529 loss_bbox: 0.369956 loss_dfl: 0.213815 loss: 1.473334 eta: 7 days, 23:54:28 batch_cost: 2.2627 data_cost: 0.0009 ips: 12.3744 images/s [11/11 17:32:26] ppdet.engine INFO: Epoch: [2] [1000/3251] learning_rate: 0.199737 loss_vfl: 0.872765 loss_bbox: 0.320125 loss_dfl: 0.194019 loss: 1.385604 eta: 7 days, 23:54:22 batch_cost: 2.2184 data_cost: 0.0010 ips: 12.6214 images/s [11/11 17:33:12] ppdet.engine INFO: Epoch: [2] [1020/3251] learning_rate: 0.199736 loss_vfl: 0.864905 loss_bbox: 0.289712 loss_dfl: 0.177303 loss: 1.339720 eta: 7 days, 23:53:43 batch_cost: 2.1807 data_cost: 0.0009 ips: 12.8401 images/s [11/11 17:33:58] ppdet.engine INFO: Epoch: [2] [1040/3251] learning_rate: 0.199735 loss_vfl: 0.846138 loss_bbox: 0.350455 loss_dfl: 0.204512 loss: 1.413286 eta: 7 days, 23:53:20 batch_cost: 2.2004 data_cost: 0.0010 ips: 12.7249 images/s [11/11 17:34:47] ppdet.engine INFO: Epoch: [2] [1060/3251] learning_rate: 0.199733 loss_vfl: 0.863927 loss_bbox: 0.318573 loss_dfl: 0.202310 loss: 1.386251 eta: 7 days, 23:53:25 batch_cost: 2.2325 data_cost: 0.0009 ips: 12.5419 images/s [11/11 17:35:31] ppdet.engine INFO: Epoch: [2] [1080/3251] learning_rate: 0.199732 loss_vfl: 0.860413 loss_bbox: 0.324871 loss_dfl: 0.205050 loss: 1.408806 eta: 7 days, 23:52:08 batch_cost: 2.1361 data_cost: 0.0009 ips: 13.1081 images/s [11/11 17:36:21] ppdet.engine INFO: Epoch: [2] [1100/3251] learning_rate: 0.199730 loss_vfl: 0.892255 loss_bbox: 0.325440 loss_dfl: 0.202252 loss: 1.447675 eta: 7 days, 23:52:55 batch_cost: 2.2833 data_cost: 0.0010 ips: 12.2628 images/s [11/11 17:37:08] ppdet.engine INFO: Epoch: [2] [1120/3251] learning_rate: 0.199729 loss_vfl: 0.858507 loss_bbox: 0.320154 loss_dfl: 0.205343 loss: 1.397579 eta: 7 days, 23:53:20 batch_cost: 2.2582 data_cost: 0.0014 ips: 12.3990 images/s [11/11 17:37:55] ppdet.engine INFO: Epoch: [2] [1140/3251] learning_rate: 0.199727 loss_vfl: 0.864655 loss_bbox: 0.351640 loss_dfl: 0.207482 loss: 1.441513 eta: 7 days, 23:52:20 batch_cost: 2.1560 data_cost: 0.0010 ips: 12.9869 images/s [11/11 17:38:39] ppdet.engine INFO: Epoch: [2] [1160/3251] learning_rate: 0.199726 loss_vfl: 0.868355 loss_bbox: 0.308624 loss_dfl: 0.187735 loss: 1.401365 eta: 7 days, 23:49:40 batch_cost: 2.0354 data_cost: 0.0009 ips: 13.7563 images/s [11/11 17:39:25] ppdet.engine INFO: Epoch: [2] [1180/3251] learning_rate: 0.199725 loss_vfl: 0.849764 loss_bbox: 0.349419 loss_dfl: 0.219396 loss: 1.460268 eta: 7 days, 23:47:55 batch_cost: 2.1002 data_cost: 0.0011 ips: 13.3321 images/s [11/11 17:40:11] ppdet.engine INFO: Epoch: [2] [1200/3251] learning_rate: 0.199723 loss_vfl: 0.874068 loss_bbox: 0.290338 loss_dfl: 0.177706 loss: 1.340101 eta: 7 days, 23:47:30 batch_cost: 2.1979 data_cost: 0.0009 ips: 12.7397 images/s [11/11 17:40:58] ppdet.engine INFO: Epoch: [2] [1220/3251] learning_rate: 0.199722 loss_vfl: 0.880886 loss_bbox: 0.333352 loss_dfl: 0.198145 loss: 1.424317 eta: 7 days, 23:46:22 batch_cost: 2.1457 data_cost: 0.0009 ips: 13.0492 images/s [11/11 17:41:46] ppdet.engine INFO: Epoch: [2] [1240/3251] learning_rate: 0.199720 loss_vfl: 0.867532 loss_bbox: 0.326433 loss_dfl: 0.212010 loss: 1.394633 eta: 7 days, 23:47:39 batch_cost: 2.3224 data_cost: 0.0009 ips: 12.0566 images/s [11/11 17:42:34] ppdet.engine INFO: Epoch: [2] [1260/3251] learning_rate: 0.199719 loss_vfl: 0.876555 loss_bbox: 0.327753 loss_dfl: 0.203166 loss: 1.434962 eta: 7 days, 23:47:11 batch_cost: 2.1942 data_cost: 0.0009 ips: 12.7612 images/s [11/11 17:43:23] ppdet.engine INFO: Epoch: [2] [1280/3251] learning_rate: 0.199717 loss_vfl: 0.877638 loss_bbox: 0.357005 loss_dfl: 0.215247 loss: 1.458772 eta: 7 days, 23:48:34 batch_cost: 2.3312 data_cost: 0.0010 ips: 12.0108 images/s [11/11 17:44:11] ppdet.engine INFO: Epoch: [2] [1300/3251] learning_rate: 0.199716 loss_vfl: 0.871148 loss_bbox: 0.319849 loss_dfl: 0.201266 loss: 1.375224 eta: 7 days, 23:47:57 batch_cost: 2.1842 data_cost: 0.0017 ips: 12.8196 images/s [11/11 17:44:57] ppdet.engine INFO: Epoch: [2] [1320/3251] learning_rate: 0.199714 loss_vfl: 0.857212 loss_bbox: 0.367879 loss_dfl: 0.223740 loss: 1.441198 eta: 7 days, 23:46:37 batch_cost: 2.1318 data_cost: 0.0009 ips: 13.1344 images/s [11/11 17:45:44] ppdet.engine INFO: Epoch: [2] [1340/3251] learning_rate: 0.199713 loss_vfl: 0.865910 loss_bbox: 0.330344 loss_dfl: 0.200254 loss: 1.394859 eta: 7 days, 23:45:49 batch_cost: 2.1701 data_cost: 0.0011 ips: 12.9027 images/s [11/11 17:46:31] ppdet.engine INFO: Epoch: [2] [1360/3251] learning_rate: 0.199712 loss_vfl: 0.862050 loss_bbox: 0.349849 loss_dfl: 0.205213 loss: 1.424883 eta: 7 days, 23:46:12 batch_cost: 2.2582 data_cost: 0.0009 ips: 12.3990 images/s [11/11 17:47:18] ppdet.engine INFO: Epoch: [2] [1380/3251] learning_rate: 0.199710 loss_vfl: 0.861983 loss_bbox: 0.382200 loss_dfl: 0.228493 loss: 1.479530 eta: 7 days, 23:45:23 batch_cost: 2.1696 data_cost: 0.0013 ips: 12.9056 images/s [11/11 17:48:05] ppdet.engine INFO: Epoch: [2] [1400/3251] learning_rate: 0.199709 loss_vfl: 0.875952 loss_bbox: 0.385428 loss_dfl: 0.230846 loss: 1.462793 eta: 7 days, 23:45:45 batch_cost: 2.2576 data_cost: 0.0010 ips: 12.4025 images/s [11/11 17:48:51] ppdet.engine INFO: Epoch: [2] [1420/3251] learning_rate: 0.199707 loss_vfl: 0.874891 loss_bbox: 0.324378 loss_dfl: 0.204137 loss: 1.398540 eta: 7 days, 23:45:32 batch_cost: 2.2146 data_cost: 0.0009 ips: 12.6432 images/s [11/11 17:49:38] ppdet.engine INFO: Epoch: [2] [1440/3251] learning_rate: 0.199706 loss_vfl: 0.838845 loss_bbox: 0.329519 loss_dfl: 0.197622 loss: 1.373252 eta: 7 days, 23:43:28 batch_cost: 2.0755 data_cost: 0.0012 ips: 13.4910 images/s [11/11 17:50:24] ppdet.engine INFO: Epoch: [2] [1460/3251] learning_rate: 0.199704 loss_vfl: 0.851261 loss_bbox: 0.360120 loss_dfl: 0.206784 loss: 1.408594 eta: 7 days, 23:42:34 batch_cost: 2.1630 data_cost: 0.0011 ips: 12.9449 images/s [11/11 17:51:12] ppdet.engine INFO: Epoch: [2] [1480/3251] learning_rate: 0.199703 loss_vfl: 0.881068 loss_bbox: 0.372712 loss_dfl: 0.216571 loss: 1.479249 eta: 7 days, 23:42:01 batch_cost: 2.1891 data_cost: 0.0009 ips: 12.7908 images/s [11/11 17:51:57] ppdet.engine INFO: Epoch: [2] [1500/3251] learning_rate: 0.199701 loss_vfl: 0.868594 loss_bbox: 0.299350 loss_dfl: 0.190367 loss: 1.346127 eta: 7 days, 23:40:22 batch_cost: 2.1069 data_cost: 0.0014 ips: 13.2898 images/s [11/11 17:52:44] ppdet.engine INFO: Epoch: [2] [1520/3251] learning_rate: 0.199700 loss_vfl: 0.846549 loss_bbox: 0.315871 loss_dfl: 0.198517 loss: 1.367428 eta: 7 days, 23:40:48 batch_cost: 2.2643 data_cost: 0.0013 ips: 12.3661 images/s [11/11 17:53:30] ppdet.engine INFO: Epoch: [2] [1540/3251] learning_rate: 0.199698 loss_vfl: 0.856493 loss_bbox: 0.280532 loss_dfl: 0.188165 loss: 1.344365 eta: 7 days, 23:39:45 batch_cost: 2.1517 data_cost: 0.0014 ips: 13.0131 images/s [11/11 17:54:17] ppdet.engine INFO: Epoch: [2] [1560/3251] learning_rate: 0.199697 loss_vfl: 0.886529 loss_bbox: 0.335951 loss_dfl: 0.212834 loss: 1.452825 eta: 7 days, 23:39:48 batch_cost: 2.2348 data_cost: 0.0012 ips: 12.5292 images/s [11/11 17:55:05] ppdet.engine INFO: Epoch: [2] [1580/3251] learning_rate: 0.199695 loss_vfl: 0.857751 loss_bbox: 0.370743 loss_dfl: 0.219404 loss: 1.447585 eta: 7 days, 23:40:45 batch_cost: 2.3044 data_cost: 0.0011 ips: 12.1507 images/s [11/11 17:55:52] ppdet.engine INFO: Epoch: [2] [1600/3251] learning_rate: 0.199694 loss_vfl: 0.861868 loss_bbox: 0.300064 loss_dfl: 0.194619 loss: 1.382908 eta: 7 days, 23:40:32 batch_cost: 2.2159 data_cost: 0.0009 ips: 12.6360 images/s [11/11 17:56:38] ppdet.engine INFO: Epoch: [2] [1620/3251] learning_rate: 0.199692 loss_vfl: 0.878193 loss_bbox: 0.334155 loss_dfl: 0.198890 loss: 1.429045 eta: 7 days, 23:39:46 batch_cost: 2.1734 data_cost: 0.0009 ips: 12.8831 images/s [11/11 17:57:24] ppdet.engine INFO: Epoch: [2] [1640/3251] learning_rate: 0.199691 loss_vfl: 0.865549 loss_bbox: 0.336540 loss_dfl: 0.207570 loss: 1.421896 eta: 7 days, 23:39:10 batch_cost: 2.1870 data_cost: 0.0013 ips: 12.8030 images/s [11/11 17:58:10] ppdet.engine INFO: Epoch: [2] [1660/3251] learning_rate: 0.199689 loss_vfl: 0.856605 loss_bbox: 0.334172 loss_dfl: 0.194596 loss: 1.394415 eta: 7 days, 23:38:44 batch_cost: 2.1989 data_cost: 0.0009 ips: 12.7334 images/s [11/11 17:58:55] ppdet.engine INFO: Epoch: [2] [1680/3251] learning_rate: 0.199688 loss_vfl: 0.884722 loss_bbox: 0.293740 loss_dfl: 0.180975 loss: 1.368267 eta: 7 days, 23:37:12 batch_cost: 2.1141 data_cost: 0.0017 ips: 13.2444 images/s [11/11 17:59:41] ppdet.engine INFO: Epoch: [2] [1700/3251] learning_rate: 0.199686 loss_vfl: 0.876125 loss_bbox: 0.340966 loss_dfl: 0.210066 loss: 1.455327 eta: 7 days, 23:36:09 batch_cost: 2.1523 data_cost: 0.0010 ips: 13.0094 images/s [11/11 18:00:28] ppdet.engine INFO: Epoch: [2] [1720/3251] learning_rate: 0.199685 loss_vfl: 0.886009 loss_bbox: 0.315310 loss_dfl: 0.196787 loss: 1.421790 eta: 7 days, 23:35:41 batch_cost: 2.1968 data_cost: 0.0012 ips: 12.7455 images/s [11/11 18:01:16] ppdet.engine INFO: Epoch: [2] [1740/3251] learning_rate: 0.199683 loss_vfl: 0.879757 loss_bbox: 0.357731 loss_dfl: 0.217474 loss: 1.476871 eta: 7 days, 23:35:39 batch_cost: 2.2296 data_cost: 0.0010 ips: 12.5582 images/s [11/11 18:02:03] ppdet.engine INFO: Epoch: [2] [1760/3251] learning_rate: 0.199681 loss_vfl: 0.881338 loss_bbox: 0.323661 loss_dfl: 0.197939 loss: 1.427091 eta: 7 days, 23:34:37 batch_cost: 2.1536 data_cost: 0.0009 ips: 13.0016 images/s [11/11 18:02:47] ppdet.engine INFO: Epoch: [2] [1780/3251] learning_rate: 0.199680 loss_vfl: 0.869062 loss_bbox: 0.318670 loss_dfl: 0.195890 loss: 1.401738 eta: 7 days, 23:32:02 batch_cost: 2.0303 data_cost: 0.0010 ips: 13.7914 images/s [11/11 18:03:31] ppdet.engine INFO: Epoch: [2] [1800/3251] learning_rate: 0.199678 loss_vfl: 0.876370 loss_bbox: 0.324485 loss_dfl: 0.196799 loss: 1.405239 eta: 7 days, 23:29:53 batch_cost: 2.0653 data_cost: 0.0009 ips: 13.5571 images/s [11/11 18:04:20] ppdet.engine INFO: Epoch: [2] [1820/3251] learning_rate: 0.199677 loss_vfl: 0.875315 loss_bbox: 0.325895 loss_dfl: 0.194600 loss: 1.385346 eta: 7 days, 23:30:44 batch_cost: 2.3004 data_cost: 0.0014 ips: 12.1720 images/s [11/11 18:05:08] ppdet.engine INFO: Epoch: [2] [1840/3251] learning_rate: 0.199675 loss_vfl: 0.887850 loss_bbox: 0.359156 loss_dfl: 0.219214 loss: 1.461401 eta: 7 days, 23:31:53 batch_cost: 2.3241 data_cost: 0.0009 ips: 12.0477 images/s [11/11 18:05:55] ppdet.engine INFO: Epoch: [2] [1860/3251] learning_rate: 0.199674 loss_vfl: 0.885228 loss_bbox: 0.301364 loss_dfl: 0.187328 loss: 1.356230 eta: 7 days, 23:32:11 batch_cost: 2.2580 data_cost: 0.0010 ips: 12.4003 images/s [11/11 18:06:43] ppdet.engine INFO: Epoch: [2] [1880/3251] learning_rate: 0.199672 loss_vfl: 0.870835 loss_bbox: 0.338115 loss_dfl: 0.198328 loss: 1.420930 eta: 7 days, 23:32:04 batch_cost: 2.2254 data_cost: 0.0010 ips: 12.5821 images/s [11/11 18:07:30] ppdet.engine INFO: Epoch: [2] [1900/3251] learning_rate: 0.199671 loss_vfl: 0.879466 loss_bbox: 0.374127 loss_dfl: 0.222790 loss: 1.443160 eta: 7 days, 23:31:03 batch_cost: 2.1539 data_cost: 0.0010 ips: 12.9999 images/s [11/11 18:08:17] ppdet.engine INFO: Epoch: [2] [1920/3251] learning_rate: 0.199669 loss_vfl: 0.891097 loss_bbox: 0.335964 loss_dfl: 0.204311 loss: 1.426213 eta: 7 days, 23:31:41 batch_cost: 2.2862 data_cost: 0.0016 ips: 12.2477 images/s [11/11 18:09:04] ppdet.engine INFO: Epoch: [2] [1940/3251] learning_rate: 0.199667 loss_vfl: 0.872771 loss_bbox: 0.340200 loss_dfl: 0.207199 loss: 1.434573 eta: 7 days, 23:31:00 batch_cost: 2.1798 data_cost: 0.0010 ips: 12.8451 images/s [11/11 18:09:51] ppdet.engine INFO: Epoch: [2] [1960/3251] learning_rate: 0.199666 loss_vfl: 0.858566 loss_bbox: 0.330031 loss_dfl: 0.202841 loss: 1.373220 eta: 7 days, 23:30:47 batch_cost: 2.2178 data_cost: 0.0010 ips: 12.6251 images/s [11/11 18:10:40] ppdet.engine INFO: Epoch: [2] [1980/3251] learning_rate: 0.199664 loss_vfl: 0.860202 loss_bbox: 0.346061 loss_dfl: 0.212016 loss: 1.443458 eta: 7 days, 23:30:19 batch_cost: 2.1990 data_cost: 0.0009 ips: 12.7331 images/s [11/11 18:11:28] ppdet.engine INFO: Epoch: [2] [2000/3251] learning_rate: 0.199663 loss_vfl: 0.879282 loss_bbox: 0.321457 loss_dfl: 0.213397 loss: 1.454974 eta: 7 days, 23:30:28 batch_cost: 2.2473 data_cost: 0.0011 ips: 12.4594 images/s [11/11 18:12:15] ppdet.engine INFO: Epoch: [2] [2020/3251] learning_rate: 0.199661 loss_vfl: 0.852608 loss_bbox: 0.331758 loss_dfl: 0.206403 loss: 1.395420 eta: 7 days, 23:30:22 batch_cost: 2.2294 data_cost: 0.0015 ips: 12.5593 images/s [11/11 18:13:00] ppdet.engine INFO: Epoch: [2] [2040/3251] learning_rate: 0.199660 loss_vfl: 0.873783 loss_bbox: 0.363506 loss_dfl: 0.211982 loss: 1.423680 eta: 7 days, 23:29:18 batch_cost: 2.1491 data_cost: 0.0010 ips: 13.0288 images/s [11/11 18:13:48] ppdet.engine INFO: Epoch: [2] [2060/3251] learning_rate: 0.199658 loss_vfl: 0.899360 loss_bbox: 0.312650 loss_dfl: 0.190039 loss: 1.364876 eta: 7 days, 23:28:03 batch_cost: 2.1358 data_cost: 0.0012 ips: 13.1096 images/s [11/11 18:14:34] ppdet.engine INFO: Epoch: [2] [2080/3251] learning_rate: 0.199656 loss_vfl: 0.876165 loss_bbox: 0.367281 loss_dfl: 0.217237 loss: 1.481096 eta: 7 days, 23:28:02 batch_cost: 2.2352 data_cost: 0.0016 ips: 12.5271 images/s [11/11 18:15:22] ppdet.engine INFO: Epoch: [2] [2100/3251] learning_rate: 0.199655 loss_vfl: 0.867366 loss_bbox: 0.336284 loss_dfl: 0.200052 loss: 1.417117 eta: 7 days, 23:28:10 batch_cost: 2.2482 data_cost: 0.0009 ips: 12.4546 images/s [11/11 18:16:09] ppdet.engine INFO: Epoch: [2] [2120/3251] learning_rate: 0.199653 loss_vfl: 0.858387 loss_bbox: 0.350398 loss_dfl: 0.206891 loss: 1.409564 eta: 7 days, 23:27:55 batch_cost: 2.2164 data_cost: 0.0014 ips: 12.6331 images/s [11/11 18:16:55] ppdet.engine INFO: Epoch: [2] [2140/3251] learning_rate: 0.199651 loss_vfl: 0.890890 loss_bbox: 0.347137 loss_dfl: 0.215253 loss: 1.426225 eta: 7 days, 23:27:03 batch_cost: 2.1662 data_cost: 0.0012 ips: 12.9261 images/s [11/11 18:17:41] ppdet.engine INFO: Epoch: [2] [2160/3251] learning_rate: 0.199650 loss_vfl: 0.864232 loss_bbox: 0.346094 loss_dfl: 0.213017 loss: 1.401323 eta: 7 days, 23:26:13 batch_cost: 2.1694 data_cost: 0.0009 ips: 12.9067 images/s [11/11 18:18:28] ppdet.engine INFO: Epoch: [2] [2180/3251] learning_rate: 0.199648 loss_vfl: 0.865896 loss_bbox: 0.297391 loss_dfl: 0.188740 loss: 1.349122 eta: 7 days, 23:25:34 batch_cost: 2.1839 data_cost: 0.0012 ips: 12.8210 images/s [11/11 18:19:16] ppdet.engine INFO: Epoch: [2] [2200/3251] learning_rate: 0.199647 loss_vfl: 0.857660 loss_bbox: 0.298086 loss_dfl: 0.190709 loss: 1.334252 eta: 7 days, 23:26:02 batch_cost: 2.2760 data_cost: 0.0011 ips: 12.3022 images/s [11/11 18:20:04] ppdet.engine INFO: Epoch: [2] [2220/3251] learning_rate: 0.199645 loss_vfl: 0.876127 loss_bbox: 0.316818 loss_dfl: 0.201109 loss: 1.386757 eta: 7 days, 23:26:23 batch_cost: 2.2680 data_cost: 0.0010 ips: 12.3459 images/s [11/11 18:20:52] ppdet.engine INFO: Epoch: [2] [2240/3251] learning_rate: 0.199643 loss_vfl: 0.878004 loss_bbox: 0.333997 loss_dfl: 0.213472 loss: 1.420326 eta: 7 days, 23:26:33 batch_cost: 2.2517 data_cost: 0.0010 ips: 12.4349 images/s [11/11 18:21:40] ppdet.engine INFO: Epoch: [2] [2260/3251] learning_rate: 0.199642 loss_vfl: 0.858120 loss_bbox: 0.340108 loss_dfl: 0.204807 loss: 1.424136 eta: 7 days, 23:27:04 batch_cost: 2.2817 data_cost: 0.0015 ips: 12.2715 images/s [11/11 18:22:29] ppdet.engine INFO: Epoch: [2] [2280/3251] learning_rate: 0.199640 loss_vfl: 0.861125 loss_bbox: 0.313676 loss_dfl: 0.196232 loss: 1.385043 eta: 7 days, 23:27:06 batch_cost: 2.2420 data_cost: 0.0011 ips: 12.4886 images/s [11/11 18:23:14] ppdet.engine INFO: Epoch: [2] [2300/3251] learning_rate: 0.199638 loss_vfl: 0.873467 loss_bbox: 0.357096 loss_dfl: 0.211083 loss: 1.417317 eta: 7 days, 23:24:53 batch_cost: 2.0540 data_cost: 0.0010 ips: 13.6317 images/s [11/11 18:24:02] ppdet.engine INFO: Epoch: [2] [2320/3251] learning_rate: 0.199637 loss_vfl: 0.855666 loss_bbox: 0.336315 loss_dfl: 0.197251 loss: 1.389197 eta: 7 days, 23:24:31 batch_cost: 2.2093 data_cost: 0.0009 ips: 12.6737 images/s [11/11 18:24:49] ppdet.engine INFO: Epoch: [2] [2340/3251] learning_rate: 0.199635 loss_vfl: 0.858007 loss_bbox: 0.320294 loss_dfl: 0.193129 loss: 1.387227 eta: 7 days, 23:24:52 batch_cost: 2.2692 data_cost: 0.0009 ips: 12.3389 images/s [11/11 18:25:37] ppdet.engine INFO: Epoch: [2] [2360/3251] learning_rate: 0.199634 loss_vfl: 0.865636 loss_bbox: 0.301525 loss_dfl: 0.187805 loss: 1.402719 eta: 7 days, 23:24:36 batch_cost: 2.2174 data_cost: 0.0010 ips: 12.6274 images/s [11/11 18:26:27] ppdet.engine INFO: Epoch: [2] [2380/3251] learning_rate: 0.199632 loss_vfl: 0.874406 loss_bbox: 0.338782 loss_dfl: 0.212669 loss: 1.412312 eta: 7 days, 23:26:35 batch_cost: 2.4075 data_cost: 0.0009 ips: 11.6304 images/s [11/11 18:27:16] ppdet.engine INFO: Epoch: [2] [2400/3251] learning_rate: 0.199630 loss_vfl: 0.890045 loss_bbox: 0.333234 loss_dfl: 0.209394 loss: 1.442420 eta: 7 days, 23:27:48 batch_cost: 2.3436 data_cost: 0.0010 ips: 11.9473 images/s [11/11 18:28:01] ppdet.engine INFO: Epoch: [2] [2420/3251] learning_rate: 0.199629 loss_vfl: 0.842385 loss_bbox: 0.366325 loss_dfl: 0.212091 loss: 1.441007 eta: 7 days, 23:26:41 batch_cost: 2.1469 data_cost: 0.0010 ips: 13.0419 images/s [11/11 18:28:48] ppdet.engine INFO: Epoch: [2] [2440/3251] learning_rate: 0.199627 loss_vfl: 0.895598 loss_bbox: 0.310347 loss_dfl: 0.200879 loss: 1.445419 eta: 7 days, 23:26:34 batch_cost: 2.2310 data_cost: 0.0012 ips: 12.5507 images/s [11/11 18:29:34] ppdet.engine INFO: Epoch: [2] [2460/3251] learning_rate: 0.199625 loss_vfl: 0.856466 loss_bbox: 0.319596 loss_dfl: 0.205181 loss: 1.400891 eta: 7 days, 23:25:25 batch_cost: 2.1446 data_cost: 0.0009 ips: 13.0558 images/s [11/11 18:30:18] ppdet.engine INFO: Epoch: [2] [2480/3251] learning_rate: 0.199624 loss_vfl: 0.878116 loss_bbox: 0.350038 loss_dfl: 0.217789 loss: 1.471452 eta: 7 days, 23:23:58 batch_cost: 2.1175 data_cost: 0.0009 ips: 13.2233 images/s [11/11 18:31:06] ppdet.engine INFO: Epoch: [2] [2500/3251] learning_rate: 0.199622 loss_vfl: 0.862810 loss_bbox: 0.324997 loss_dfl: 0.198816 loss: 1.409812 eta: 7 days, 23:23:39 batch_cost: 2.2145 data_cost: 0.0009 ips: 12.6440 images/s [11/11 18:31:51] ppdet.engine INFO: Epoch: [2] [2520/3251] learning_rate: 0.199620 loss_vfl: 0.878439 loss_bbox: 0.324118 loss_dfl: 0.209027 loss: 1.415545 eta: 7 days, 23:22:29 batch_cost: 2.1426 data_cost: 0.0011 ips: 13.0685 images/s [11/11 18:32:36] ppdet.engine INFO: Epoch: [2] [2540/3251] learning_rate: 0.199619 loss_vfl: 0.846656 loss_bbox: 0.310064 loss_dfl: 0.192644 loss: 1.351098 eta: 7 days, 23:21:25 batch_cost: 2.1500 data_cost: 0.0010 ips: 13.0232 images/s [11/11 18:33:25] ppdet.engine INFO: Epoch: [2] [2560/3251] learning_rate: 0.199617 loss_vfl: 0.869371 loss_bbox: 0.344153 loss_dfl: 0.207721 loss: 1.418389 eta: 7 days, 23:20:24 batch_cost: 2.1558 data_cost: 0.0009 ips: 12.9880 images/s [11/11 18:34:11] ppdet.engine INFO: Epoch: [2] [2580/3251] learning_rate: 0.199615 loss_vfl: 0.886865 loss_bbox: 0.306241 loss_dfl: 0.194941 loss: 1.409052 eta: 7 days, 23:18:57 batch_cost: 2.1167 data_cost: 0.0009 ips: 13.2283 images/s [11/11 18:34:57] ppdet.engine INFO: Epoch: [2] [2600/3251] learning_rate: 0.199613 loss_vfl: 0.872878 loss_bbox: 0.330778 loss_dfl: 0.202794 loss: 1.384819 eta: 7 days, 23:17:29 batch_cost: 2.1158 data_cost: 0.0010 ips: 13.2339 images/s [11/11 18:35:47] ppdet.engine INFO: Epoch: [2] [2620/3251] learning_rate: 0.199612 loss_vfl: 0.855289 loss_bbox: 0.340185 loss_dfl: 0.210126 loss: 1.423037 eta: 7 days, 23:18:04 batch_cost: 2.2924 data_cost: 0.0010 ips: 12.2144 images/s [11/11 18:36:33] ppdet.engine INFO: Epoch: [2] [2640/3251] learning_rate: 0.199610 loss_vfl: 0.870086 loss_bbox: 0.348865 loss_dfl: 0.206172 loss: 1.379333 eta: 7 days, 23:17:04 batch_cost: 2.1554 data_cost: 0.0009 ips: 12.9909 images/s [11/11 18:37:19] ppdet.engine INFO: Epoch: [2] [2660/3251] learning_rate: 0.199608 loss_vfl: 0.857903 loss_bbox: 0.363114 loss_dfl: 0.225599 loss: 1.442012 eta: 7 days, 23:16:44 batch_cost: 2.2145 data_cost: 0.0015 ips: 12.6437 images/s [11/11 18:38:05] ppdet.engine INFO: Epoch: [2] [2680/3251] learning_rate: 0.199607 loss_vfl: 0.903924 loss_bbox: 0.346808 loss_dfl: 0.216553 loss: 1.455502 eta: 7 days, 23:16:12 batch_cost: 2.1954 data_cost: 0.0020 ips: 12.7542 images/s [11/11 18:38:50] ppdet.engine INFO: Epoch: [2] [2700/3251] learning_rate: 0.199605 loss_vfl: 0.880116 loss_bbox: 0.311443 loss_dfl: 0.196964 loss: 1.358611 eta: 7 days, 23:14:30 batch_cost: 2.0943 data_cost: 0.0009 ips: 13.3698 images/s [11/11 18:39:39] ppdet.engine INFO: Epoch: [2] [2720/3251] learning_rate: 0.199603 loss_vfl: 0.857673 loss_bbox: 0.330818 loss_dfl: 0.202345 loss: 1.404344 eta: 7 days, 23:15:21 batch_cost: 2.3185 data_cost: 0.0009 ips: 12.0767 images/s [11/11 18:40:26] ppdet.engine INFO: Epoch: [2] [2740/3251] learning_rate: 0.199601 loss_vfl: 0.892362 loss_bbox: 0.322792 loss_dfl: 0.192664 loss: 1.401222 eta: 7 days, 23:15:16 batch_cost: 2.2362 data_cost: 0.0009 ips: 12.5214 images/s [11/11 18:41:14] ppdet.engine INFO: Epoch: [2] [2760/3251] learning_rate: 0.199600 loss_vfl: 0.873768 loss_bbox: 0.339394 loss_dfl: 0.214199 loss: 1.441807 eta: 7 days, 23:15:33 batch_cost: 2.2689 data_cost: 0.0009 ips: 12.3406 images/s [11/11 18:42:01] ppdet.engine INFO: Epoch: [2] [2780/3251] learning_rate: 0.199598 loss_vfl: 0.862076 loss_bbox: 0.300695 loss_dfl: 0.194454 loss: 1.375395 eta: 7 days, 23:14:41 batch_cost: 2.1665 data_cost: 0.0010 ips: 12.9239 images/s [11/11 18:42:49] ppdet.engine INFO: Epoch: [2] [2800/3251] learning_rate: 0.199596 loss_vfl: 0.873811 loss_bbox: 0.346718 loss_dfl: 0.209777 loss: 1.429994 eta: 7 days, 23:14:43 batch_cost: 2.2484 data_cost: 0.0009 ips: 12.4532 images/s [11/11 18:43:36] ppdet.engine INFO: Epoch: [2] [2820/3251] learning_rate: 0.199595 loss_vfl: 0.878002 loss_bbox: 0.291109 loss_dfl: 0.174558 loss: 1.327361 eta: 7 days, 23:13:59 batch_cost: 2.1787 data_cost: 0.0009 ips: 12.8519 images/s [11/11 18:44:25] ppdet.engine INFO: Epoch: [2] [2840/3251] learning_rate: 0.199593 loss_vfl: 0.871780 loss_bbox: 0.271020 loss_dfl: 0.170761 loss: 1.363241 eta: 7 days, 23:15:14 batch_cost: 2.3553 data_cost: 0.0010 ips: 11.8881 images/s [11/11 18:45:14] ppdet.engine INFO: Epoch: [2] [2860/3251] learning_rate: 0.199591 loss_vfl: 0.896387 loss_bbox: 0.347727 loss_dfl: 0.210080 loss: 1.443883 eta: 7 days, 23:16:14 batch_cost: 2.3349 data_cost: 0.0009 ips: 11.9918 images/s [11/11 18:46:00] ppdet.engine INFO: Epoch: [2] [2880/3251] learning_rate: 0.199589 loss_vfl: 0.868313 loss_bbox: 0.340843 loss_dfl: 0.218501 loss: 1.403056 eta: 7 days, 23:15:02 batch_cost: 2.1381 data_cost: 0.0010 ips: 13.0957 images/s [11/11 18:46:45] ppdet.engine INFO: Epoch: [2] [2900/3251] learning_rate: 0.199588 loss_vfl: 0.853431 loss_bbox: 0.323650 loss_dfl: 0.200241 loss: 1.396608 eta: 7 days, 23:14:27 batch_cost: 2.1938 data_cost: 0.0010 ips: 12.7635 images/s [11/11 18:47:33] ppdet.engine INFO: Epoch: [2] [2920/3251] learning_rate: 0.199586 loss_vfl: 0.866223 loss_bbox: 0.323689 loss_dfl: 0.198038 loss: 1.409182 eta: 7 days, 23:14:03 batch_cost: 2.2104 data_cost: 0.0010 ips: 12.6671 images/s [11/11 18:48:20] ppdet.engine INFO: Epoch: [2] [2940/3251] learning_rate: 0.199584 loss_vfl: 0.849184 loss_bbox: 0.324065 loss_dfl: 0.188727 loss: 1.367352 eta: 7 days, 23:13:04 batch_cost: 2.1574 data_cost: 0.0009 ips: 12.9786 images/s [11/11 18:49:05] ppdet.engine INFO: Epoch: [2] [2960/3251] learning_rate: 0.199582 loss_vfl: 0.870133 loss_bbox: 0.303771 loss_dfl: 0.189533 loss: 1.363309 eta: 7 days, 23:12:14 batch_cost: 2.1713 data_cost: 0.0012 ips: 12.8956 images/s [11/11 18:49:51] ppdet.engine INFO: Epoch: [2] [2980/3251] learning_rate: 0.199581 loss_vfl: 0.864986 loss_bbox: 0.320822 loss_dfl: 0.197359 loss: 1.382895 eta: 7 days, 23:11:36 batch_cost: 2.1895 data_cost: 0.0009 ips: 12.7882 images/s [11/11 18:50:38] ppdet.engine INFO: Epoch: [2] [3000/3251] learning_rate: 0.199579 loss_vfl: 0.874954 loss_bbox: 0.337653 loss_dfl: 0.207994 loss: 1.422729 eta: 7 days, 23:10:43 batch_cost: 2.1663 data_cost: 0.0010 ips: 12.9252 images/s [11/11 18:51:23] ppdet.engine INFO: Epoch: [2] [3020/3251] learning_rate: 0.199577 loss_vfl: 0.862781 loss_bbox: 0.346641 loss_dfl: 0.221411 loss: 1.430672 eta: 7 days, 23:09:07 batch_cost: 2.1024 data_cost: 0.0009 ips: 13.3180 images/s [11/11 18:52:11] ppdet.engine INFO: Epoch: [2] [3040/3251] learning_rate: 0.199575 loss_vfl: 0.851022 loss_bbox: 0.318392 loss_dfl: 0.198219 loss: 1.358334 eta: 7 days, 23:09:34 batch_cost: 2.2874 data_cost: 0.0010 ips: 12.2412 images/s [11/11 18:52:57] ppdet.engine INFO: Epoch: [2] [3060/3251] learning_rate: 0.199573 loss_vfl: 0.872797 loss_bbox: 0.333920 loss_dfl: 0.204236 loss: 1.426966 eta: 7 days, 23:08:38 batch_cost: 2.1621 data_cost: 0.0009 ips: 12.9505 images/s [11/11 18:53:45] ppdet.engine INFO: Epoch: [2] [3080/3251] learning_rate: 0.199572 loss_vfl: 0.863689 loss_bbox: 0.336683 loss_dfl: 0.210540 loss: 1.421332 eta: 7 days, 23:08:31 batch_cost: 2.2360 data_cost: 0.0009 ips: 12.5225 images/s [11/11 18:54:34] ppdet.engine INFO: Epoch: [2] [3100/3251] learning_rate: 0.199570 loss_vfl: 0.876579 loss_bbox: 0.334854 loss_dfl: 0.208075 loss: 1.403818 eta: 7 days, 23:09:58 batch_cost: 2.3801 data_cost: 0.0009 ips: 11.7645 images/s [11/11 18:55:20] ppdet.engine INFO: Epoch: [2] [3120/3251] learning_rate: 0.199568 loss_vfl: 0.875240 loss_bbox: 0.358160 loss_dfl: 0.201592 loss: 1.388458 eta: 7 days, 23:08:37 batch_cost: 2.1231 data_cost: 0.0011 ips: 13.1883 images/s [11/11 18:56:07] ppdet.engine INFO: Epoch: [2] [3140/3251] learning_rate: 0.199566 loss_vfl: 0.867530 loss_bbox: 0.333226 loss_dfl: 0.198336 loss: 1.407456 eta: 7 days, 23:08:20 batch_cost: 2.2224 data_cost: 0.0010 ips: 12.5990 images/s [11/11 18:56:52] ppdet.engine INFO: Epoch: [2] [3160/3251] learning_rate: 0.199564 loss_vfl: 0.870113 loss_bbox: 0.320188 loss_dfl: 0.193089 loss: 1.399262 eta: 7 days, 23:06:46 batch_cost: 2.1035 data_cost: 0.0009 ips: 13.3109 images/s [11/11 18:57:39] ppdet.engine INFO: Epoch: [2] [3180/3251] learning_rate: 0.199563 loss_vfl: 0.884768 loss_bbox: 0.349276 loss_dfl: 0.210223 loss: 1.426094 eta: 7 days, 23:05:56 batch_cost: 2.1721 data_cost: 0.0009 ips: 12.8905 images/s [11/11 18:58:25] ppdet.engine INFO: Epoch: [2] [3200/3251] learning_rate: 0.199561 loss_vfl: 0.868790 loss_bbox: 0.311775 loss_dfl: 0.182355 loss: 1.370897 eta: 7 days, 23:04:56 batch_cost: 2.1553 data_cost: 0.0012 ips: 12.9913 images/s [11/11 18:59:14] ppdet.engine INFO: Epoch: [2] [3220/3251] learning_rate: 0.199559 loss_vfl: 0.861204 loss_bbox: 0.340911 loss_dfl: 0.212999 loss: 1.413504 eta: 7 days, 23:05:44 batch_cost: 2.3232 data_cost: 0.0010 ips: 12.0525 images/s [11/11 18:59:59] ppdet.engine INFO: Epoch: [2] [3240/3251] learning_rate: 0.199557 loss_vfl: 0.896091 loss_bbox: 0.407788 loss_dfl: 0.228091 loss: 1.492660 eta: 7 days, 23:03:51 batch_cost: 2.0738 data_cost: 0.0015 ips: 13.5021 images/s [11/11 19:00:37] ppdet.engine INFO: Epoch: [3] [ 0/3251] learning_rate: 0.199556 loss_vfl: 0.867121 loss_bbox: 0.385521 loss_dfl: 0.218261 loss: 1.487072 eta: 7 days, 23:07:15 batch_cost: 2.4335 data_cost: 0.6117 ips: 11.5059 images/s [11/11 19:01:28] ppdet.engine INFO: Epoch: [3] [ 20/3251] learning_rate: 0.199554 loss_vfl: 0.859634 loss_bbox: 0.352238 loss_dfl: 0.214377 loss: 1.427772 eta: 7 days, 23:08:24 batch_cost: 2.3574 data_cost: 0.0010 ips: 11.8777 images/s [11/11 19:02:16] ppdet.engine INFO: Epoch: [3] [ 40/3251] learning_rate: 0.199553 loss_vfl: 0.844240 loss_bbox: 0.307607 loss_dfl: 0.191309 loss: 1.341115 eta: 7 days, 23:09:08 batch_cost: 2.3171 data_cost: 0.0009 ips: 12.0839 images/s [11/11 19:03:01] ppdet.engine INFO: Epoch: [3] [ 60/3251] learning_rate: 0.199551 loss_vfl: 0.865971 loss_bbox: 0.312477 loss_dfl: 0.191930 loss: 1.370834 eta: 7 days, 23:07:32 batch_cost: 2.1019 data_cost: 0.0009 ips: 13.3215 images/s [11/11 19:03:46] ppdet.engine INFO: Epoch: [3] [ 80/3251] learning_rate: 0.199549 loss_vfl: 0.904399 loss_bbox: 0.303843 loss_dfl: 0.187435 loss: 1.389340 eta: 7 days, 23:06:36 batch_cost: 2.1623 data_cost: 0.0010 ips: 12.9491 images/s [11/11 19:04:33] ppdet.engine INFO: Epoch: [3] [ 100/3251] learning_rate: 0.199547 loss_vfl: 0.872944 loss_bbox: 0.335150 loss_dfl: 0.209416 loss: 1.426838 eta: 7 days, 23:06:04 batch_cost: 2.2004 data_cost: 0.0009 ips: 12.7248 images/s [11/11 19:05:19] ppdet.engine INFO: Epoch: [3] [ 120/3251] learning_rate: 0.199545 loss_vfl: 0.868185 loss_bbox: 0.377202 loss_dfl: 0.216444 loss: 1.456964 eta: 7 days, 23:05:16 batch_cost: 2.1768 data_cost: 0.0090 ips: 12.8629 images/s [11/11 19:06:05] ppdet.engine INFO: Epoch: [3] [ 140/3251] learning_rate: 0.199543 loss_vfl: 0.869383 loss_bbox: 0.300850 loss_dfl: 0.198576 loss: 1.370291 eta: 7 days, 23:04:33 batch_cost: 2.1827 data_cost: 0.0016 ips: 12.8280 images/s [11/11 19:06:51] ppdet.engine INFO: Epoch: [3] [ 160/3251] learning_rate: 0.199542 loss_vfl: 0.882245 loss_bbox: 0.326065 loss_dfl: 0.209298 loss: 1.402581 eta: 7 days, 23:03:37 batch_cost: 2.1624 data_cost: 0.0016 ips: 12.9487 images/s [11/11 19:07:36] ppdet.engine INFO: Epoch: [3] [ 180/3251] learning_rate: 0.199540 loss_vfl: 0.857211 loss_bbox: 0.343339 loss_dfl: 0.206650 loss: 1.405341 eta: 7 days, 23:02:37 batch_cost: 2.1567 data_cost: 0.0009 ips: 12.9829 images/s [11/11 19:08:23] ppdet.engine INFO: Epoch: [3] [ 200/3251] learning_rate: 0.199538 loss_vfl: 0.857823 loss_bbox: 0.305486 loss_dfl: 0.186674 loss: 1.383052 eta: 7 days, 23:02:30 batch_cost: 2.2406 data_cost: 0.0011 ips: 12.4966 images/s [11/11 19:09:10] ppdet.engine INFO: Epoch: [3] [ 220/3251] learning_rate: 0.199536 loss_vfl: 0.861693 loss_bbox: 0.351454 loss_dfl: 0.206864 loss: 1.414462 eta: 7 days, 23:02:20 batch_cost: 2.2356 data_cost: 0.0019 ips: 12.5247 images/s [11/11 19:09:54] ppdet.engine INFO: Epoch: [3] [ 240/3251] learning_rate: 0.199534 loss_vfl: 0.860906 loss_bbox: 0.337378 loss_dfl: 0.206501 loss: 1.411845 eta: 7 days, 23:00:41 batch_cost: 2.0944 data_cost: 0.0010 ips: 13.3688 images/s [11/11 19:10:42] ppdet.engine INFO: Epoch: [3] [ 260/3251] learning_rate: 0.199532 loss_vfl: 0.855451 loss_bbox: 0.339644 loss_dfl: 0.199443 loss: 1.413942 eta: 7 days, 23:01:01 batch_cost: 2.2827 data_cost: 0.0011 ips: 12.2659 images/s [11/11 19:11:29] ppdet.engine INFO: Epoch: [3] [ 280/3251] learning_rate: 0.199530 loss_vfl: 0.851913 loss_bbox: 0.307492 loss_dfl: 0.185845 loss: 1.356751 eta: 7 days, 23:00:23 batch_cost: 2.1916 data_cost: 0.0010 ips: 12.7763 images/s [11/11 19:12:15] ppdet.engine INFO: Epoch: [3] [ 300/3251] learning_rate: 0.199528 loss_vfl: 0.883820 loss_bbox: 0.347942 loss_dfl: 0.209563 loss: 1.440605 eta: 7 days, 22:59:23 batch_cost: 2.1565 data_cost: 0.0010 ips: 12.9840 images/s [11/11 19:13:00] ppdet.engine INFO: Epoch: [3] [ 320/3251] learning_rate: 0.199527 loss_vfl: 0.873420 loss_bbox: 0.303081 loss_dfl: 0.204408 loss: 1.377219 eta: 7 days, 22:58:38 batch_cost: 2.1807 data_cost: 0.0009 ips: 12.8401 images/s [11/11 19:13:47] ppdet.engine INFO: Epoch: [3] [ 340/3251] learning_rate: 0.199525 loss_vfl: 0.854722 loss_bbox: 0.354190 loss_dfl: 0.229692 loss: 1.452982 eta: 7 days, 22:58:01 batch_cost: 2.1922 data_cost: 0.0016 ips: 12.7727 images/s [11/11 19:14:33] ppdet.engine INFO: Epoch: [3] [ 360/3251] learning_rate: 0.199523 loss_vfl: 0.885199 loss_bbox: 0.313503 loss_dfl: 0.202777 loss: 1.420790 eta: 7 days, 22:57:02 batch_cost: 2.1587 data_cost: 0.0009 ips: 12.9705 images/s [11/11 19:15:18] ppdet.engine INFO: Epoch: [3] [ 380/3251] learning_rate: 0.199521 loss_vfl: 0.864169 loss_bbox: 0.376859 loss_dfl: 0.224301 loss: 1.439668 eta: 7 days, 22:56:15 batch_cost: 2.1773 data_cost: 0.0009 ips: 12.8598 images/s [11/11 19:16:03] ppdet.engine INFO: Epoch: [3] [ 400/3251] learning_rate: 0.199519 loss_vfl: 0.851259 loss_bbox: 0.338778 loss_dfl: 0.204748 loss: 1.412982 eta: 7 days, 22:54:31 batch_cost: 2.0846 data_cost: 0.0009 ips: 13.4319 images/s [11/11 19:16:49] ppdet.engine INFO: Epoch: [3] [ 420/3251] learning_rate: 0.199517 loss_vfl: 0.871378 loss_bbox: 0.292728 loss_dfl: 0.196608 loss: 1.396804 eta: 7 days, 22:53:10 batch_cost: 2.1210 data_cost: 0.0009 ips: 13.2014 images/s [11/11 19:17:35] ppdet.engine INFO: Epoch: [3] [ 440/3251] learning_rate: 0.199515 loss_vfl: 0.853330 loss_bbox: 0.290487 loss_dfl: 0.197969 loss: 1.411851 eta: 7 days, 22:52:40 batch_cost: 2.2055 data_cost: 0.0014 ips: 12.6953 images/s [11/11 19:18:20] ppdet.engine INFO: Epoch: [3] [ 460/3251] learning_rate: 0.199513 loss_vfl: 0.880862 loss_bbox: 0.355049 loss_dfl: 0.210417 loss: 1.456189 eta: 7 days, 22:51:08 batch_cost: 2.1022 data_cost: 0.0010 ips: 13.3192 images/s [11/11 19:19:07] ppdet.engine INFO: Epoch: [3] [ 480/3251] learning_rate: 0.199511 loss_vfl: 0.873999 loss_bbox: 0.350367 loss_dfl: 0.208382 loss: 1.418086 eta: 7 days, 22:51:13 batch_cost: 2.2614 data_cost: 0.0009 ips: 12.3815 images/s [11/11 19:19:51] ppdet.engine INFO: Epoch: [3] [ 500/3251] learning_rate: 0.199510 loss_vfl: 0.866065 loss_bbox: 0.358106 loss_dfl: 0.224673 loss: 1.438063 eta: 7 days, 22:48:16 batch_cost: 1.9654 data_cost: 0.0010 ips: 14.2462 images/s [11/11 19:20:37] ppdet.engine INFO: Epoch: [3] [ 520/3251] learning_rate: 0.199508 loss_vfl: 0.878846 loss_bbox: 0.306729 loss_dfl: 0.195899 loss: 1.372077 eta: 7 days, 22:47:38 batch_cost: 2.1911 data_cost: 0.0009 ips: 12.7791 images/s [11/11 19:21:22] ppdet.engine INFO: Epoch: [3] [ 540/3251] learning_rate: 0.199506 loss_vfl: 0.857263 loss_bbox: 0.333147 loss_dfl: 0.200486 loss: 1.424028 eta: 7 days, 22:46:59 batch_cost: 2.1883 data_cost: 0.0010 ips: 12.7955 images/s [11/11 19:22:07] ppdet.engine INFO: Epoch: [3] [ 560/3251] learning_rate: 0.199504 loss_vfl: 0.867665 loss_bbox: 0.302133 loss_dfl: 0.198959 loss: 1.372392 eta: 7 days, 22:45:42 batch_cost: 2.1277 data_cost: 0.0009 ips: 13.1600 images/s [11/11 19:22:54] ppdet.engine INFO: Epoch: [3] [ 580/3251] learning_rate: 0.199502 loss_vfl: 0.870320 loss_bbox: 0.342486 loss_dfl: 0.211586 loss: 1.406367 eta: 7 days, 22:45:05 batch_cost: 2.1928 data_cost: 0.0015 ips: 12.7693 images/s [11/11 19:23:42] ppdet.engine INFO: Epoch: [3] [ 600/3251] learning_rate: 0.199500 loss_vfl: 0.879832 loss_bbox: 0.355417 loss_dfl: 0.219828 loss: 1.410611 eta: 7 days, 22:44:16 batch_cost: 2.1720 data_cost: 0.0012 ips: 12.8911 images/s [11/11 19:24:25] ppdet.engine INFO: Epoch: [3] [ 620/3251] learning_rate: 0.199498 loss_vfl: 0.851991 loss_bbox: 0.338969 loss_dfl: 0.207206 loss: 1.429847 eta: 7 days, 22:41:55 batch_cost: 2.0209 data_cost: 0.0011 ips: 13.8553 images/s [11/11 19:25:11] ppdet.engine INFO: Epoch: [3] [ 640/3251] learning_rate: 0.199496 loss_vfl: 0.851002 loss_bbox: 0.314257 loss_dfl: 0.197049 loss: 1.398097 eta: 7 days, 22:41:14 batch_cost: 2.1861 data_cost: 0.0010 ips: 12.8083 images/s [11/11 19:25:56] ppdet.engine INFO: Epoch: [3] [ 660/3251] learning_rate: 0.199494 loss_vfl: 0.864192 loss_bbox: 0.336761 loss_dfl: 0.202456 loss: 1.411859 eta: 7 days, 22:39:44 batch_cost: 2.1047 data_cost: 0.0010 ips: 13.3038 images/s [11/11 19:26:42] ppdet.engine INFO: Epoch: [3] [ 680/3251] learning_rate: 0.199492 loss_vfl: 0.891727 loss_bbox: 0.326192 loss_dfl: 0.197522 loss: 1.418754 eta: 7 days, 22:38:00 batch_cost: 2.0820 data_cost: 0.0010 ips: 13.4488 images/s [11/11 19:27:27] ppdet.engine INFO: Epoch: [3] [ 700/3251] learning_rate: 0.199490 loss_vfl: 0.870147 loss_bbox: 0.308038 loss_dfl: 0.209196 loss: 1.394612 eta: 7 days, 22:36:45 batch_cost: 2.1289 data_cost: 0.0010 ips: 13.1523 images/s [11/11 19:28:15] ppdet.engine INFO: Epoch: [3] [ 720/3251] learning_rate: 0.199488 loss_vfl: 0.867852 loss_bbox: 0.359553 loss_dfl: 0.213915 loss: 1.426150 eta: 7 days, 22:36:55 batch_cost: 2.2696 data_cost: 0.0010 ips: 12.3369 images/s [11/11 19:29:01] ppdet.engine INFO: Epoch: [3] [ 740/3251] learning_rate: 0.199486 loss_vfl: 0.830951 loss_bbox: 0.327785 loss_dfl: 0.189230 loss: 1.352115 eta: 7 days, 22:35:38 batch_cost: 2.1248 data_cost: 0.0009 ips: 13.1779 images/s [11/11 19:29:46] ppdet.engine INFO: Epoch: [3] [ 760/3251] learning_rate: 0.199484 loss_vfl: 0.871782 loss_bbox: 0.313659 loss_dfl: 0.204723 loss: 1.373674 eta: 7 days, 22:34:20 batch_cost: 2.1242 data_cost: 0.0010 ips: 13.1812 images/s [11/11 19:30:29] ppdet.engine INFO: Epoch: [3] [ 780/3251] learning_rate: 0.199482 loss_vfl: 0.849836 loss_bbox: 0.311355 loss_dfl: 0.201187 loss: 1.352048 eta: 7 days, 22:32:12 batch_cost: 2.0386 data_cost: 0.0009 ips: 13.7348 images/s [11/11 19:31:14] ppdet.engine INFO: Epoch: [3] [ 800/3251] learning_rate: 0.199480 loss_vfl: 0.857902 loss_bbox: 0.306992 loss_dfl: 0.189703 loss: 1.367443 eta: 7 days, 22:30:59 batch_cost: 2.1311 data_cost: 0.0010 ips: 13.1390 images/s [11/11 19:31:59] ppdet.engine INFO: Epoch: [3] [ 820/3251] learning_rate: 0.199478 loss_vfl: 0.890642 loss_bbox: 0.300657 loss_dfl: 0.192299 loss: 1.387920 eta: 7 days, 22:29:59 batch_cost: 2.1537 data_cost: 0.0009 ips: 13.0009 images/s [11/11 19:32:45] ppdet.engine INFO: Epoch: [3] [ 840/3251] learning_rate: 0.199477 loss_vfl: 0.869538 loss_bbox: 0.310731 loss_dfl: 0.195435 loss: 1.354339 eta: 7 days, 22:29:22 batch_cost: 2.1912 data_cost: 0.0009 ips: 12.7783 images/s [11/11 19:33:32] ppdet.engine INFO: Epoch: [3] [ 860/3251] learning_rate: 0.199475 loss_vfl: 0.884811 loss_bbox: 0.311649 loss_dfl: 0.200290 loss: 1.395769 eta: 7 days, 22:29:09 batch_cost: 2.2327 data_cost: 0.0012 ips: 12.5409 images/s [11/11 19:34:16] ppdet.engine INFO: Epoch: [3] [ 880/3251] learning_rate: 0.199473 loss_vfl: 0.874213 loss_bbox: 0.323398 loss_dfl: 0.201223 loss: 1.399921 eta: 7 days, 22:27:35 batch_cost: 2.0957 data_cost: 0.0010 ips: 13.3604 images/s [11/11 19:35:04] ppdet.engine INFO: Epoch: [3] [ 900/3251] learning_rate: 0.199471 loss_vfl: 0.864701 loss_bbox: 0.315805 loss_dfl: 0.196324 loss: 1.393685 eta: 7 days, 22:27:39 batch_cost: 2.2604 data_cost: 0.0011 ips: 12.3870 images/s [11/11 19:35:50] ppdet.engine INFO: Epoch: [3] [ 920/3251] learning_rate: 0.199469 loss_vfl: 0.877490 loss_bbox: 0.340072 loss_dfl: 0.207790 loss: 1.406675 eta: 7 days, 22:26:35 batch_cost: 2.1462 data_cost: 0.0020 ips: 13.0461 images/s [11/11 19:36:35] ppdet.engine INFO: Epoch: [3] [ 940/3251] learning_rate: 0.199467 loss_vfl: 0.884007 loss_bbox: 0.295758 loss_dfl: 0.192179 loss: 1.373313 eta: 7 days, 22:25:06 batch_cost: 2.1032 data_cost: 0.0009 ips: 13.3131 images/s [11/11 19:37:19] ppdet.engine INFO: Epoch: [3] [ 960/3251] learning_rate: 0.199465 loss_vfl: 0.877268 loss_bbox: 0.345464 loss_dfl: 0.199779 loss: 1.424803 eta: 7 days, 22:23:40 batch_cost: 2.1080 data_cost: 0.0011 ips: 13.2825 images/s [11/11 19:38:05] ppdet.engine INFO: Epoch: [3] [ 980/3251] learning_rate: 0.199463 loss_vfl: 0.853074 loss_bbox: 0.326422 loss_dfl: 0.207245 loss: 1.392561 eta: 7 days, 22:23:10 batch_cost: 2.2031 data_cost: 0.0011 ips: 12.7093 images/s [11/11 19:38:52] ppdet.engine INFO: Epoch: [3] [1000/3251] learning_rate: 0.199461 loss_vfl: 0.853720 loss_bbox: 0.357653 loss_dfl: 0.217110 loss: 1.458989 eta: 7 days, 22:22:29 batch_cost: 2.1855 data_cost: 0.0012 ips: 12.8117 images/s [11/11 19:39:39] ppdet.engine INFO: Epoch: [3] [1020/3251] learning_rate: 0.199459 loss_vfl: 0.867831 loss_bbox: 0.303736 loss_dfl: 0.183913 loss: 1.356253 eta: 7 days, 22:22:39 batch_cost: 2.2706 data_cost: 0.0016 ips: 12.3316 images/s [11/11 19:40:25] ppdet.engine INFO: Epoch: [3] [1040/3251] learning_rate: 0.199457 loss_vfl: 0.869541 loss_bbox: 0.320461 loss_dfl: 0.203526 loss: 1.397915 eta: 7 days, 22:21:44 batch_cost: 2.1617 data_cost: 0.0009 ips: 12.9528 images/s [11/11 19:41:09] ppdet.engine INFO: Epoch: [3] [1060/3251] learning_rate: 0.199455 loss_vfl: 0.869767 loss_bbox: 0.339154 loss_dfl: 0.214435 loss: 1.409593 eta: 7 days, 22:19:56 batch_cost: 2.0698 data_cost: 0.0009 ips: 13.5280 images/s [11/11 19:41:54] ppdet.engine INFO: Epoch: [3] [1080/3251] learning_rate: 0.199453 loss_vfl: 0.860632 loss_bbox: 0.311314 loss_dfl: 0.190369 loss: 1.359604 eta: 7 days, 22:18:20 batch_cost: 2.0887 data_cost: 0.0011 ips: 13.4054 images/s [11/11 19:42:42] ppdet.engine INFO: Epoch: [3] [1100/3251] learning_rate: 0.199451 loss_vfl: 0.883982 loss_bbox: 0.323486 loss_dfl: 0.206391 loss: 1.410840 eta: 7 days, 22:18:05 batch_cost: 2.2310 data_cost: 0.0010 ips: 12.5504 images/s [11/11 19:43:28] ppdet.engine INFO: Epoch: [3] [1120/3251] learning_rate: 0.199449 loss_vfl: 0.863888 loss_bbox: 0.303200 loss_dfl: 0.199079 loss: 1.388517 eta: 7 days, 22:17:46 batch_cost: 2.2214 data_cost: 0.0010 ips: 12.6045 images/s [11/11 19:44:13] ppdet.engine INFO: Epoch: [3] [1140/3251] learning_rate: 0.199446 loss_vfl: 0.880170 loss_bbox: 0.310079 loss_dfl: 0.187257 loss: 1.378976 eta: 7 days, 22:16:33 batch_cost: 2.1302 data_cost: 0.0009 ips: 13.1441 images/s [11/11 19:45:01] ppdet.engine INFO: Epoch: [3] [1160/3251] learning_rate: 0.199444 loss_vfl: 0.852054 loss_bbox: 0.319245 loss_dfl: 0.197362 loss: 1.371594 eta: 7 days, 22:16:19 batch_cost: 2.2309 data_cost: 0.0009 ips: 12.5508 images/s [11/11 19:45:45] ppdet.engine INFO: Epoch: [3] [1180/3251] learning_rate: 0.199442 loss_vfl: 0.859071 loss_bbox: 0.347559 loss_dfl: 0.214569 loss: 1.425610 eta: 7 days, 22:14:33 batch_cost: 2.0717 data_cost: 0.0010 ips: 13.5157 images/s [11/11 19:46:30] ppdet.engine INFO: Epoch: [3] [1200/3251] learning_rate: 0.199440 loss_vfl: 0.863167 loss_bbox: 0.349195 loss_dfl: 0.200866 loss: 1.426817 eta: 7 days, 22:13:07 batch_cost: 2.1064 data_cost: 0.0013 ips: 13.2931 images/s [11/11 19:47:17] ppdet.engine INFO: Epoch: [3] [1220/3251] learning_rate: 0.199438 loss_vfl: 0.881807 loss_bbox: 0.260932 loss_dfl: 0.168794 loss: 1.328308 eta: 7 days, 22:12:59 batch_cost: 2.2415 data_cost: 0.0011 ips: 12.4919 images/s [11/11 19:48:03] ppdet.engine INFO: Epoch: [3] [1240/3251] learning_rate: 0.199436 loss_vfl: 0.887982 loss_bbox: 0.376530 loss_dfl: 0.221232 loss: 1.476706 eta: 7 days, 22:12:08 batch_cost: 2.1672 data_cost: 0.0009 ips: 12.9199 images/s [11/11 19:48:47] ppdet.engine INFO: Epoch: [3] [1260/3251] learning_rate: 0.199434 loss_vfl: 0.862978 loss_bbox: 0.331848 loss_dfl: 0.199859 loss: 1.385368 eta: 7 days, 22:10:04 batch_cost: 2.0387 data_cost: 0.0011 ips: 13.7340 images/s [11/11 19:49:34] ppdet.engine INFO: Epoch: [3] [1280/3251] learning_rate: 0.199432 loss_vfl: 0.869156 loss_bbox: 0.321452 loss_dfl: 0.192543 loss: 1.399669 eta: 7 days, 22:09:42 batch_cost: 2.2184 data_cost: 0.0012 ips: 12.6219 images/s [11/11 19:50:21] ppdet.engine INFO: Epoch: [3] [1300/3251] learning_rate: 0.199430 loss_vfl: 0.869606 loss_bbox: 0.298846 loss_dfl: 0.189124 loss: 1.381874 eta: 7 days, 22:08:57 batch_cost: 2.1767 data_cost: 0.0015 ips: 12.8633 images/s [11/11 19:51:08] ppdet.engine INFO: Epoch: [3] [1320/3251] learning_rate: 0.199428 loss_vfl: 0.876636 loss_bbox: 0.323182 loss_dfl: 0.195155 loss: 1.414392 eta: 7 days, 22:08:30 batch_cost: 2.2092 data_cost: 0.0010 ips: 12.6740 images/s [11/11 19:51:54] ppdet.engine INFO: Epoch: [3] [1340/3251] learning_rate: 0.199426 loss_vfl: 0.851354 loss_bbox: 0.322015 loss_dfl: 0.199781 loss: 1.409136 eta: 7 days, 22:07:44 batch_cost: 2.1754 data_cost: 0.0010 ips: 12.8709 images/s [11/11 19:52:40] ppdet.engine INFO: Epoch: [3] [1360/3251] learning_rate: 0.199424 loss_vfl: 0.867465 loss_bbox: 0.308730 loss_dfl: 0.191578 loss: 1.362511 eta: 7 days, 22:07:23 batch_cost: 2.2190 data_cost: 0.0009 ips: 12.6183 images/s [11/11 19:53:27] ppdet.engine INFO: Epoch: [3] [1380/3251] learning_rate: 0.199422 loss_vfl: 0.877340 loss_bbox: 0.351361 loss_dfl: 0.221398 loss: 1.460767 eta: 7 days, 22:07:04 batch_cost: 2.2244 data_cost: 0.0013 ips: 12.5878 images/s [11/11 19:54:11] ppdet.engine INFO: Epoch: [3] [1400/3251] learning_rate: 0.199420 loss_vfl: 0.863424 loss_bbox: 0.315380 loss_dfl: 0.196979 loss: 1.368690 eta: 7 days, 22:05:23 batch_cost: 2.0775 data_cost: 0.0010 ips: 13.4776 images/s [11/11 19:54:57] ppdet.engine INFO: Epoch: [3] [1420/3251] learning_rate: 0.199418 loss_vfl: 0.843022 loss_bbox: 0.358745 loss_dfl: 0.211004 loss: 1.404536 eta: 7 days, 22:03:56 batch_cost: 2.1019 data_cost: 0.0009 ips: 13.3216 images/s [11/11 19:55:44] ppdet.engine INFO: Epoch: [3] [1440/3251] learning_rate: 0.199416 loss_vfl: 0.870563 loss_bbox: 0.361456 loss_dfl: 0.201725 loss: 1.409016 eta: 7 days, 22:04:10 batch_cost: 2.2833 data_cost: 0.0009 ips: 12.2628 images/s [11/11 19:56:30] ppdet.engine INFO: Epoch: [3] [1460/3251] learning_rate: 0.199414 loss_vfl: 0.833960 loss_bbox: 0.352892 loss_dfl: 0.228115 loss: 1.429247 eta: 7 days, 22:03:06 batch_cost: 2.1433 data_cost: 0.0009 ips: 13.0638 images/s [11/11 19:57:16] ppdet.engine INFO: Epoch: [3] [1480/3251] learning_rate: 0.199411 loss_vfl: 0.873724 loss_bbox: 0.368216 loss_dfl: 0.210620 loss: 1.452505 eta: 7 days, 22:01:18 batch_cost: 2.0640 data_cost: 0.0014 ips: 13.5657 images/s [11/11 19:58:02] ppdet.engine INFO: Epoch: [3] [1500/3251] learning_rate: 0.199409 loss_vfl: 0.862897 loss_bbox: 0.324103 loss_dfl: 0.193879 loss: 1.385649 eta: 7 days, 22:00:20 batch_cost: 2.1541 data_cost: 0.0009 ips: 12.9983 images/s [11/11 19:58:47] ppdet.engine INFO: Epoch: [3] [1520/3251] learning_rate: 0.199407 loss_vfl: 0.855506 loss_bbox: 0.366117 loss_dfl: 0.222517 loss: 1.449605 eta: 7 days, 21:59:07 batch_cost: 2.1265 data_cost: 0.0010 ips: 13.1674 images/s [11/11 19:59:33] ppdet.engine INFO: Epoch: [3] [1540/3251] learning_rate: 0.199405 loss_vfl: 0.860720 loss_bbox: 0.321473 loss_dfl: 0.208139 loss: 1.378528 eta: 7 days, 21:57:52 batch_cost: 2.1223 data_cost: 0.0010 ips: 13.1935 images/s [11/11 20:00:19] ppdet.engine INFO: Epoch: [3] [1560/3251] learning_rate: 0.199403 loss_vfl: 0.867731 loss_bbox: 0.297582 loss_dfl: 0.182053 loss: 1.393283 eta: 7 days, 21:57:24 batch_cost: 2.2068 data_cost: 0.0009 ips: 12.6882 images/s [11/11 20:01:02] ppdet.engine INFO: Epoch: [3] [1580/3251] learning_rate: 0.199401 loss_vfl: 0.848318 loss_bbox: 0.383436 loss_dfl: 0.222116 loss: 1.428597 eta: 7 days, 21:55:33 batch_cost: 2.0580 data_cost: 0.0010 ips: 13.6053 images/s [11/11 20:01:49] ppdet.engine INFO: Epoch: [3] [1600/3251] learning_rate: 0.199399 loss_vfl: 0.850199 loss_bbox: 0.339034 loss_dfl: 0.205470 loss: 1.389860 eta: 7 days, 21:54:55 batch_cost: 2.1901 data_cost: 0.0010 ips: 12.7849 images/s [11/11 20:02:37] ppdet.engine INFO: Epoch: [3] [1620/3251] learning_rate: 0.199397 loss_vfl: 0.888332 loss_bbox: 0.322751 loss_dfl: 0.204947 loss: 1.417102 eta: 7 days, 21:55:28 batch_cost: 2.3180 data_cost: 0.0009 ips: 12.0793 images/s [11/11 20:03:21] ppdet.engine INFO: Epoch: [3] [1640/3251] learning_rate: 0.199395 loss_vfl: 0.860404 loss_bbox: 0.336419 loss_dfl: 0.199849 loss: 1.398991 eta: 7 days, 21:54:13 batch_cost: 2.1212 data_cost: 0.0015 ips: 13.2000 images/s [11/11 20:04:09] ppdet.engine INFO: Epoch: [3] [1660/3251] learning_rate: 0.199392 loss_vfl: 0.857407 loss_bbox: 0.307651 loss_dfl: 0.193088 loss: 1.383833 eta: 7 days, 21:53:57 batch_cost: 2.2300 data_cost: 0.0013 ips: 12.5562 images/s [11/11 20:04:54] ppdet.engine INFO: Epoch: [3] [1680/3251] learning_rate: 0.199390 loss_vfl: 0.854509 loss_bbox: 0.366374 loss_dfl: 0.217222 loss: 1.423936 eta: 7 days, 21:52:11 batch_cost: 2.0661 data_cost: 0.0010 ips: 13.5522 images/s [11/11 20:05:41] ppdet.engine INFO: Epoch: [3] [1700/3251] learning_rate: 0.199388 loss_vfl: 0.870683 loss_bbox: 0.371157 loss_dfl: 0.220325 loss: 1.458967 eta: 7 days, 21:51:32 batch_cost: 2.1867 data_cost: 0.0014 ips: 12.8045 images/s [11/11 20:06:26] ppdet.engine INFO: Epoch: [3] [1720/3251] learning_rate: 0.199386 loss_vfl: 0.864856 loss_bbox: 0.280926 loss_dfl: 0.188971 loss: 1.352971 eta: 7 days, 21:49:50 batch_cost: 2.0726 data_cost: 0.0010 ips: 13.5095 images/s [11/11 20:07:10] ppdet.engine INFO: Epoch: [3] [1740/3251] learning_rate: 0.199384 loss_vfl: 0.873954 loss_bbox: 0.351998 loss_dfl: 0.219004 loss: 1.451096 eta: 7 days, 21:48:09 batch_cost: 2.0737 data_cost: 0.0009 ips: 13.5027 images/s [11/11 20:07:56] ppdet.engine INFO: Epoch: [3] [1760/3251] learning_rate: 0.199382 loss_vfl: 0.846753 loss_bbox: 0.346862 loss_dfl: 0.212161 loss: 1.399128 eta: 7 days, 21:47:21 batch_cost: 2.1717 data_cost: 0.0009 ips: 12.8932 images/s [11/11 20:08:40] ppdet.engine INFO: Epoch: [3] [1780/3251] learning_rate: 0.199380 loss_vfl: 0.863861 loss_bbox: 0.349042 loss_dfl: 0.206897 loss: 1.414396 eta: 7 days, 21:45:53 batch_cost: 2.0959 data_cost: 0.0010 ips: 13.3593 images/s [11/11 20:09:25] ppdet.engine INFO: Epoch: [3] [1800/3251] learning_rate: 0.199377 loss_vfl: 0.863196 loss_bbox: 0.345728 loss_dfl: 0.230655 loss: 1.459133 eta: 7 days, 21:44:39 batch_cost: 2.1224 data_cost: 0.0011 ips: 13.1926 images/s [11/11 20:10:13] ppdet.engine INFO: Epoch: [3] [1820/3251] learning_rate: 0.199375 loss_vfl: 0.858503 loss_bbox: 0.334462 loss_dfl: 0.209077 loss: 1.401005 eta: 7 days, 21:44:06 batch_cost: 2.1995 data_cost: 0.0009 ips: 12.7299 images/s [11/11 20:11:01] ppdet.engine INFO: Epoch: [3] [1840/3251] learning_rate: 0.199373 loss_vfl: 0.873881 loss_bbox: 0.335595 loss_dfl: 0.204093 loss: 1.391906 eta: 7 days, 21:44:22 batch_cost: 2.2871 data_cost: 0.0017 ips: 12.2426 images/s [11/11 20:11:48] ppdet.engine INFO: Epoch: [3] [1860/3251] learning_rate: 0.199371 loss_vfl: 0.876492 loss_bbox: 0.338924 loss_dfl: 0.215764 loss: 1.423466 eta: 7 days, 21:43:32 batch_cost: 2.1686 data_cost: 0.0011 ips: 12.9118 images/s [11/11 20:12:34] ppdet.engine INFO: Epoch: [3] [1880/3251] learning_rate: 0.199369 loss_vfl: 0.856144 loss_bbox: 0.280272 loss_dfl: 0.177507 loss: 1.325416 eta: 7 days, 21:43:10 batch_cost: 2.2182 data_cost: 0.0009 ips: 12.6227 images/s [11/11 20:13:22] ppdet.engine INFO: Epoch: [3] [1900/3251] learning_rate: 0.199367 loss_vfl: 0.885141 loss_bbox: 0.298021 loss_dfl: 0.190057 loss: 1.367440 eta: 7 days, 21:42:26 batch_cost: 2.1784 data_cost: 0.0010 ips: 12.8538 images/s [11/11 20:14:05] ppdet.engine INFO: Epoch: [3] [1920/3251] learning_rate: 0.199364 loss_vfl: 0.873399 loss_bbox: 0.299345 loss_dfl: 0.195258 loss: 1.374522 eta: 7 days, 21:40:31 batch_cost: 2.0460 data_cost: 0.0010 ips: 13.6853 images/s [11/11 20:14:52] ppdet.engine INFO: Epoch: [3] [1940/3251] learning_rate: 0.199362 loss_vfl: 0.868722 loss_bbox: 0.341880 loss_dfl: 0.201410 loss: 1.401231 eta: 7 days, 21:40:27 batch_cost: 2.2513 data_cost: 0.0009 ips: 12.4370 images/s [11/11 20:15:38] ppdet.engine INFO: Epoch: [3] [1960/3251] learning_rate: 0.199360 loss_vfl: 0.880423 loss_bbox: 0.328806 loss_dfl: 0.196784 loss: 1.401093 eta: 7 days, 21:39:40 batch_cost: 2.1733 data_cost: 0.0009 ips: 12.8834 images/s [11/11 20:16:25] ppdet.engine INFO: Epoch: [3] [1980/3251] learning_rate: 0.199358 loss_vfl: 0.865920 loss_bbox: 0.329022 loss_dfl: 0.210132 loss: 1.420942 eta: 7 days, 21:38:52 batch_cost: 2.1695 data_cost: 0.0011 ips: 12.9065 images/s [11/11 20:17:10] ppdet.engine INFO: Epoch: [3] [2000/3251] learning_rate: 0.199356 loss_vfl: 0.869591 loss_bbox: 0.291597 loss_dfl: 0.177575 loss: 1.328281 eta: 7 days, 21:38:15 batch_cost: 2.1921 data_cost: 0.0009 ips: 12.7733 images/s [11/11 20:17:57] ppdet.engine INFO: Epoch: [3] [2020/3251] learning_rate: 0.199354 loss_vfl: 0.865558 loss_bbox: 0.325951 loss_dfl: 0.201253 loss: 1.417067 eta: 7 days, 21:37:26 batch_cost: 2.1685 data_cost: 0.0018 ips: 12.9124 images/s [11/11 20:18:45] ppdet.engine INFO: Epoch: [3] [2040/3251] learning_rate: 0.199351 loss_vfl: 0.859630 loss_bbox: 0.311709 loss_dfl: 0.188863 loss: 1.338284 eta: 7 days, 21:36:38 batch_cost: 2.1690 data_cost: 0.0010 ips: 12.9092 images/s [11/11 20:19:29] ppdet.engine INFO: Epoch: [3] [2060/3251] learning_rate: 0.199349 loss_vfl: 0.831308 loss_bbox: 0.338940 loss_dfl: 0.211777 loss: 1.395155 eta: 7 days, 21:35:25 batch_cost: 2.1240 data_cost: 0.0009 ips: 13.1829 images/s [11/11 20:20:15] ppdet.engine INFO: Epoch: [3] [2080/3251] learning_rate: 0.199347 loss_vfl: 0.860187 loss_bbox: 0.343742 loss_dfl: 0.214859 loss: 1.427465 eta: 7 days, 21:34:44 batch_cost: 2.1836 data_cost: 0.0010 ips: 12.8230 images/s [11/11 20:21:02] ppdet.engine INFO: Epoch: [3] [2100/3251] learning_rate: 0.199345 loss_vfl: 0.876814 loss_bbox: 0.294020 loss_dfl: 0.186467 loss: 1.352721 eta: 7 days, 21:34:33 batch_cost: 2.2407 data_cost: 0.0009 ips: 12.4964 images/s [11/11 20:21:45] ppdet.engine INFO: Epoch: [3] [2120/3251] learning_rate: 0.199343 loss_vfl: 0.866246 loss_bbox: 0.325005 loss_dfl: 0.205312 loss: 1.421746 eta: 7 days, 21:32:41 batch_cost: 2.0480 data_cost: 0.0010 ips: 13.6719 images/s [11/11 20:22:30] ppdet.engine INFO: Epoch: [3] [2140/3251] learning_rate: 0.199340 loss_vfl: 0.872967 loss_bbox: 0.340444 loss_dfl: 0.221042 loss: 1.424738 eta: 7 days, 21:31:35 batch_cost: 2.1360 data_cost: 0.0016 ips: 13.1086 images/s [11/11 20:23:18] ppdet.engine INFO: Epoch: [3] [2160/3251] learning_rate: 0.199338 loss_vfl: 0.869930 loss_bbox: 0.339846 loss_dfl: 0.216010 loss: 1.432422 eta: 7 days, 21:31:50 batch_cost: 2.2898 data_cost: 0.0010 ips: 12.2281 images/s [11/11 20:24:03] ppdet.engine INFO: Epoch: [3] [2180/3251] learning_rate: 0.199336 loss_vfl: 0.868570 loss_bbox: 0.314108 loss_dfl: 0.201515 loss: 1.377513 eta: 7 days, 21:30:11 batch_cost: 2.0732 data_cost: 0.0011 ips: 13.5056 images/s [11/11 20:24:48] ppdet.engine INFO: Epoch: [3] [2200/3251] learning_rate: 0.199334 loss_vfl: 0.873945 loss_bbox: 0.296136 loss_dfl: 0.183790 loss: 1.394393 eta: 7 days, 21:29:09 batch_cost: 2.1441 data_cost: 0.0011 ips: 13.0589 images/s [11/11 20:25:34] ppdet.engine INFO: Epoch: [3] [2220/3251] learning_rate: 0.199331 loss_vfl: 0.869014 loss_bbox: 0.321100 loss_dfl: 0.195063 loss: 1.374902 eta: 7 days, 21:28:18 batch_cost: 2.1632 data_cost: 0.0010 ips: 12.9440 images/s [11/11 20:26:18] ppdet.engine INFO: Epoch: [3] [2240/3251] learning_rate: 0.199329 loss_vfl: 0.882448 loss_bbox: 0.313734 loss_dfl: 0.196588 loss: 1.401158 eta: 7 days, 21:26:51 batch_cost: 2.0948 data_cost: 0.0010 ips: 13.3664 images/s [11/11 20:27:05] ppdet.engine INFO: Epoch: [3] [2260/3251] learning_rate: 0.199327 loss_vfl: 0.854469 loss_bbox: 0.345786 loss_dfl: 0.209537 loss: 1.417109 eta: 7 days, 21:26:16 batch_cost: 2.1948 data_cost: 0.0009 ips: 12.7575 images/s [11/11 20:27:50] ppdet.engine INFO: Epoch: [3] [2280/3251] learning_rate: 0.199325 loss_vfl: 0.880249 loss_bbox: 0.314085 loss_dfl: 0.194855 loss: 1.404083 eta: 7 days, 21:25:12 batch_cost: 2.1396 data_cost: 0.0009 ips: 13.0866 images/s [11/11 20:28:38] ppdet.engine INFO: Epoch: [3] [2300/3251] learning_rate: 0.199322 loss_vfl: 0.860542 loss_bbox: 0.281889 loss_dfl: 0.179909 loss: 1.336840 eta: 7 days, 21:25:02 batch_cost: 2.2424 data_cost: 0.0010 ips: 12.4866 images/s [11/11 20:29:24] ppdet.engine INFO: Epoch: [3] [2320/3251] learning_rate: 0.199320 loss_vfl: 0.860895 loss_bbox: 0.365330 loss_dfl: 0.219391 loss: 1.431797 eta: 7 days, 21:24:30 batch_cost: 2.2010 data_cost: 0.0009 ips: 12.7213 images/s [11/11 20:30:10] ppdet.engine INFO: Epoch: [3] [2340/3251] learning_rate: 0.199318 loss_vfl: 0.843156 loss_bbox: 0.315763 loss_dfl: 0.192628 loss: 1.365410 eta: 7 days, 21:23:54 batch_cost: 2.1922 data_cost: 0.0010 ips: 12.7727 images/s [11/11 20:30:58] ppdet.engine INFO: Epoch: [3] [2360/3251] learning_rate: 0.199316 loss_vfl: 0.867979 loss_bbox: 0.333752 loss_dfl: 0.223262 loss: 1.415118 eta: 7 days, 21:23:37 batch_cost: 2.2302 data_cost: 0.0010 ips: 12.5551 images/s [11/11 20:31:44] ppdet.engine INFO: Epoch: [3] [2380/3251] learning_rate: 0.199313 loss_vfl: 0.875067 loss_bbox: 0.315329 loss_dfl: 0.203100 loss: 1.385270 eta: 7 days, 21:22:46 batch_cost: 2.1640 data_cost: 0.0010 ips: 12.9392 images/s [11/11 20:32:29] ppdet.engine INFO: Epoch: [3] [2400/3251] learning_rate: 0.199311 loss_vfl: 0.851645 loss_bbox: 0.328011 loss_dfl: 0.204891 loss: 1.379493 eta: 7 days, 21:21:59 batch_cost: 2.1725 data_cost: 0.0009 ips: 12.8883 images/s [11/11 20:33:15] ppdet.engine INFO: Epoch: [3] [2420/3251] learning_rate: 0.199309 loss_vfl: 0.850887 loss_bbox: 0.335987 loss_dfl: 0.200731 loss: 1.390219 eta: 7 days, 21:20:28 batch_cost: 2.0846 data_cost: 0.0009 ips: 13.4316 images/s [11/11 20:34:00] ppdet.engine INFO: Epoch: [3] [2440/3251] learning_rate: 0.199307 loss_vfl: 0.857998 loss_bbox: 0.343697 loss_dfl: 0.222714 loss: 1.419620 eta: 7 days, 21:19:10 batch_cost: 2.1113 data_cost: 0.0012 ips: 13.2617 images/s [11/11 20:34:46] ppdet.engine INFO: Epoch: [3] [2460/3251] learning_rate: 0.199304 loss_vfl: 0.867761 loss_bbox: 0.330638 loss_dfl: 0.194822 loss: 1.354254 eta: 7 days, 21:18:47 batch_cost: 2.2183 data_cost: 0.0022 ips: 12.6225 images/s [11/11 20:35:32] ppdet.engine INFO: Epoch: [3] [2480/3251] learning_rate: 0.199302 loss_vfl: 0.859678 loss_bbox: 0.354234 loss_dfl: 0.209675 loss: 1.436955 eta: 7 days, 21:18:08 batch_cost: 2.1884 data_cost: 0.0009 ips: 12.7949 images/s [11/11 20:36:17] ppdet.engine INFO: Epoch: [3] [2500/3251] learning_rate: 0.199300 loss_vfl: 0.881928 loss_bbox: 0.342655 loss_dfl: 0.213040 loss: 1.449500 eta: 7 days, 21:17:00 batch_cost: 2.1293 data_cost: 0.0010 ips: 13.1501 images/s [11/11 20:37:04] ppdet.engine INFO: Epoch: [3] [2520/3251] learning_rate: 0.199298 loss_vfl: 0.862412 loss_bbox: 0.314524 loss_dfl: 0.198245 loss: 1.396840 eta: 7 days, 21:16:26 batch_cost: 2.1979 data_cost: 0.0009 ips: 12.7392 images/s [11/11 20:37:47] ppdet.engine INFO: Epoch: [3] [2540/3251] learning_rate: 0.199295 loss_vfl: 0.876898 loss_bbox: 0.320627 loss_dfl: 0.192689 loss: 1.395570 eta: 7 days, 21:14:53 batch_cost: 2.0798 data_cost: 0.0011 ips: 13.4630 images/s [11/11 20:38:33] ppdet.engine INFO: Epoch: [3] [2560/3251] learning_rate: 0.199293 loss_vfl: 0.874246 loss_bbox: 0.333069 loss_dfl: 0.204949 loss: 1.407945 eta: 7 days, 21:13:39 batch_cost: 2.1191 data_cost: 0.0010 ips: 13.2129 images/s [11/11 20:39:18] ppdet.engine INFO: Epoch: [3] [2580/3251] learning_rate: 0.199291 loss_vfl: 0.844479 loss_bbox: 0.392386 loss_dfl: 0.231817 loss: 1.445200 eta: 7 days, 21:12:42 batch_cost: 2.1510 data_cost: 0.0009 ips: 13.0175 images/s [11/11 20:40:05] ppdet.engine INFO: Epoch: [3] [2600/3251] learning_rate: 0.199288 loss_vfl: 0.858173 loss_bbox: 0.330319 loss_dfl: 0.204461 loss: 1.420520 eta: 7 days, 21:12:29 batch_cost: 2.2376 data_cost: 0.0010 ips: 12.5132 images/s [11/11 20:40:49] ppdet.engine INFO: Epoch: [3] [2620/3251] learning_rate: 0.199286 loss_vfl: 0.885925 loss_bbox: 0.292760 loss_dfl: 0.190865 loss: 1.395857 eta: 7 days, 21:10:35 batch_cost: 2.0392 data_cost: 0.0010 ips: 13.7306 images/s [11/11 20:41:35] ppdet.engine INFO: Epoch: [3] [2640/3251] learning_rate: 0.199284 loss_vfl: 0.882359 loss_bbox: 0.296365 loss_dfl: 0.189456 loss: 1.386737 eta: 7 days, 21:09:38 batch_cost: 2.1504 data_cost: 0.0009 ips: 13.0208 images/s [11/11 20:42:18] ppdet.engine INFO: Epoch: [3] [2660/3251] learning_rate: 0.199281 loss_vfl: 0.875912 loss_bbox: 0.302643 loss_dfl: 0.184808 loss: 1.363533 eta: 7 days, 21:07:39 batch_cost: 2.0293 data_cost: 0.0015 ips: 13.7980 images/s [11/11 20:43:04] ppdet.engine INFO: Epoch: [3] [2680/3251] learning_rate: 0.199279 loss_vfl: 0.893822 loss_bbox: 0.326070 loss_dfl: 0.208135 loss: 1.445707 eta: 7 days, 21:06:32 batch_cost: 2.1298 data_cost: 0.0009 ips: 13.1469 images/s [11/11 20:43:51] ppdet.engine INFO: Epoch: [3] [2700/3251] learning_rate: 0.199277 loss_vfl: 0.867097 loss_bbox: 0.331097 loss_dfl: 0.205997 loss: 1.414753 eta: 7 days, 21:06:17 batch_cost: 2.2337 data_cost: 0.0011 ips: 12.5350 images/s [11/11 20:44:36] ppdet.engine INFO: Epoch: [3] [2720/3251] learning_rate: 0.199274 loss_vfl: 0.859912 loss_bbox: 0.355391 loss_dfl: 0.209383 loss: 1.440941 eta: 7 days, 21:05:31 batch_cost: 2.1725 data_cost: 0.0011 ips: 12.8885 images/s [11/11 20:45:23] ppdet.engine INFO: Epoch: [3] [2740/3251] learning_rate: 0.199272 loss_vfl: 0.860513 loss_bbox: 0.308769 loss_dfl: 0.184759 loss: 1.369837 eta: 7 days, 21:05:35 batch_cost: 2.2742 data_cost: 0.0010 ips: 12.3120 images/s [11/11 20:46:08] ppdet.engine INFO: Epoch: [3] [2760/3251] learning_rate: 0.199270 loss_vfl: 0.858606 loss_bbox: 0.336256 loss_dfl: 0.208629 loss: 1.389152 eta: 7 days, 21:04:10 batch_cost: 2.0928 data_cost: 0.0011 ips: 13.3791 images/s [11/11 20:46:52] ppdet.engine INFO: Epoch: [3] [2780/3251] learning_rate: 0.199267 loss_vfl: 0.878152 loss_bbox: 0.296850 loss_dfl: 0.181602 loss: 1.380780 eta: 7 days, 21:02:50 batch_cost: 2.1059 data_cost: 0.0009 ips: 13.2959 images/s [11/11 20:47:37] ppdet.engine INFO: Epoch: [3] [2800/3251] learning_rate: 0.199265 loss_vfl: 0.848143 loss_bbox: 0.354642 loss_dfl: 0.216985 loss: 1.415818 eta: 7 days, 21:01:27 batch_cost: 2.0982 data_cost: 0.0010 ips: 13.3450 images/s [11/11 20:48:24] ppdet.engine INFO: Epoch: [3] [2820/3251] learning_rate: 0.199263 loss_vfl: 0.862346 loss_bbox: 0.331617 loss_dfl: 0.201972 loss: 1.391242 eta: 7 days, 21:01:01 batch_cost: 2.2110 data_cost: 0.0011 ips: 12.6637 images/s [11/11 20:49:11] ppdet.engine INFO: Epoch: [3] [2840/3251] learning_rate: 0.199260 loss_vfl: 0.862666 loss_bbox: 0.309196 loss_dfl: 0.198501 loss: 1.363002 eta: 7 days, 21:01:00 batch_cost: 2.2642 data_cost: 0.0011 ips: 12.3662 images/s [11/11 20:49:57] ppdet.engine INFO: Epoch: [3] [2860/3251] learning_rate: 0.199258 loss_vfl: 0.862617 loss_bbox: 0.319327 loss_dfl: 0.195060 loss: 1.377020 eta: 7 days, 21:00:20 batch_cost: 2.1844 data_cost: 0.0009 ips: 12.8179 images/s [11/11 20:50:43] ppdet.engine INFO: Epoch: [3] [2880/3251] learning_rate: 0.199256 loss_vfl: 0.860204 loss_bbox: 0.353075 loss_dfl: 0.215372 loss: 1.415070 eta: 7 days, 20:59:31 batch_cost: 2.1664 data_cost: 0.0010 ips: 12.9249 images/s [11/11 20:51:31] ppdet.engine INFO: Epoch: [3] [2900/3251] learning_rate: 0.199253 loss_vfl: 0.890082 loss_bbox: 0.308189 loss_dfl: 0.190447 loss: 1.393175 eta: 7 days, 20:59:38 batch_cost: 2.2800 data_cost: 0.0009 ips: 12.2806 images/s [11/11 20:52:18] ppdet.engine INFO: Epoch: [3] [2920/3251] learning_rate: 0.199251 loss_vfl: 0.851934 loss_bbox: 0.355462 loss_dfl: 0.222270 loss: 1.479216 eta: 7 days, 20:59:17 batch_cost: 2.2238 data_cost: 0.0009 ips: 12.5911 images/s [11/11 20:53:03] ppdet.engine INFO: Epoch: [3] [2940/3251] learning_rate: 0.199249 loss_vfl: 0.864610 loss_bbox: 0.340293 loss_dfl: 0.196505 loss: 1.403132 eta: 7 days, 20:57:55 batch_cost: 2.0976 data_cost: 0.0010 ips: 13.3483 images/s [11/11 20:53:50] ppdet.engine INFO: Epoch: [3] [2960/3251] learning_rate: 0.199246 loss_vfl: 0.852459 loss_bbox: 0.302597 loss_dfl: 0.185418 loss: 1.352420 eta: 7 days, 20:57:57 batch_cost: 2.2719 data_cost: 0.0009 ips: 12.3246 images/s [11/11 20:54:35] ppdet.engine INFO: Epoch: [3] [2980/3251] learning_rate: 0.199244 loss_vfl: 0.871693 loss_bbox: 0.340827 loss_dfl: 0.208286 loss: 1.431359 eta: 7 days, 20:56:35 batch_cost: 2.0994 data_cost: 0.0013 ips: 13.3372 images/s [11/11 20:55:20] ppdet.engine INFO: Epoch: [3] [3000/3251] learning_rate: 0.199242 loss_vfl: 0.860026 loss_bbox: 0.298099 loss_dfl: 0.183468 loss: 1.345901 eta: 7 days, 20:55:16 batch_cost: 2.1042 data_cost: 0.0011 ips: 13.3066 images/s [11/11 20:56:06] ppdet.engine INFO: Epoch: [3] [3020/3251] learning_rate: 0.199239 loss_vfl: 0.855536 loss_bbox: 0.298227 loss_dfl: 0.193472 loss: 1.352854 eta: 7 days, 20:54:34 batch_cost: 2.1800 data_cost: 0.0009 ips: 12.8443 images/s [11/11 20:56:50] ppdet.engine INFO: Epoch: [3] [3040/3251] learning_rate: 0.199237 loss_vfl: 0.850363 loss_bbox: 0.280201 loss_dfl: 0.184014 loss: 1.310274 eta: 7 days, 20:53:26 batch_cost: 2.1287 data_cost: 0.0010 ips: 13.1533 images/s [11/11 20:57:35] ppdet.engine INFO: Epoch: [3] [3060/3251] learning_rate: 0.199234 loss_vfl: 0.845219 loss_bbox: 0.294852 loss_dfl: 0.194799 loss: 1.360536 eta: 7 days, 20:52:15 batch_cost: 2.1211 data_cost: 0.0011 ips: 13.2010 images/s [11/11 20:58:20] ppdet.engine INFO: Epoch: [3] [3080/3251] learning_rate: 0.199232 loss_vfl: 0.872591 loss_bbox: 0.315224 loss_dfl: 0.210107 loss: 1.411643 eta: 7 days, 20:51:05 batch_cost: 2.1218 data_cost: 0.0011 ips: 13.1961 images/s [11/11 20:59:07] ppdet.engine INFO: Epoch: [3] [3100/3251] learning_rate: 0.199230 loss_vfl: 0.872380 loss_bbox: 0.323754 loss_dfl: 0.204726 loss: 1.394474 eta: 7 days, 20:50:42 batch_cost: 2.2210 data_cost: 0.0010 ips: 12.6071 images/s [11/11 20:59:52] ppdet.engine INFO: Epoch: [3] [3120/3251] learning_rate: 0.199227 loss_vfl: 0.862158 loss_bbox: 0.354442 loss_dfl: 0.213813 loss: 1.437554 eta: 7 days, 20:50:03 batch_cost: 2.1856 data_cost: 0.0009 ips: 12.8111 images/s [11/11 21:00:40] ppdet.engine INFO: Epoch: [3] [3140/3251] learning_rate: 0.199225 loss_vfl: 0.847550 loss_bbox: 0.307303 loss_dfl: 0.197974 loss: 1.346618 eta: 7 days, 20:50:02 batch_cost: 2.2649 data_cost: 0.0010 ips: 12.3623 images/s [11/11 21:01:26] ppdet.engine INFO: Epoch: [3] [3160/3251] learning_rate: 0.199222 loss_vfl: 0.862798 loss_bbox: 0.336968 loss_dfl: 0.216193 loss: 1.420427 eta: 7 days, 20:48:49 batch_cost: 2.1174 data_cost: 0.0010 ips: 13.2237 images/s [11/11 21:02:10] ppdet.engine INFO: Epoch: [3] [3180/3251] learning_rate: 0.199220 loss_vfl: 0.866513 loss_bbox: 0.333589 loss_dfl: 0.209539 loss: 1.421859 eta: 7 days, 20:47:44 batch_cost: 2.1332 data_cost: 0.0009 ips: 13.1258 images/s [11/11 21:02:55] ppdet.engine INFO: Epoch: [3] [3200/3251] learning_rate: 0.199218 loss_vfl: 0.860803 loss_bbox: 0.316850 loss_dfl: 0.218411 loss: 1.407530 eta: 7 days, 20:46:48 batch_cost: 2.1502 data_cost: 0.0010 ips: 13.0218 images/s [11/11 21:03:39] ppdet.engine INFO: Epoch: [3] [3220/3251] learning_rate: 0.199215 loss_vfl: 0.875367 loss_bbox: 0.314313 loss_dfl: 0.192532 loss: 1.375331 eta: 7 days, 20:45:13 batch_cost: 2.0707 data_cost: 0.0010 ips: 13.5223 images/s [11/11 21:04:25] ppdet.engine INFO: Epoch: [3] [3240/3251] learning_rate: 0.199213 loss_vfl: 0.874761 loss_bbox: 0.276817 loss_dfl: 0.177892 loss: 1.362604 eta: 7 days, 20:43:50 batch_cost: 2.0941 data_cost: 0.0018 ips: 13.3707 images/s [11/11 21:04:43] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_lcnet_2_5x_640_mainbody [11/11 21:04:43] ppdet.engine INFO: Eval iter: 0 [11/11 21:05:30] ppdet.engine INFO: Eval iter: 100 [11/11 21:05:57] ppdet.engine INFO: Eval iter: 200 [11/11 21:06:25] ppdet.engine INFO: Eval iter: 300 [11/11 21:06:53] ppdet.engine INFO: Eval iter: 400 [11/11 21:07:20] ppdet.engine INFO: Eval iter: 500 [11/11 21:07:48] ppdet.engine INFO: Eval iter: 600 [11/11 21:08:15] ppdet.engine INFO: Eval iter: 700 [11/11 21:08:43] ppdet.engine INFO: Eval iter: 800 [11/11 21:09:11] ppdet.engine INFO: Eval iter: 900 [11/11 21:09:38] ppdet.engine INFO: Eval iter: 1000 [11/11 21:10:04] ppdet.engine INFO: Eval iter: 1100 [11/11 21:10:30] ppdet.engine INFO: Eval iter: 1200 [11/11 21:10:56] ppdet.engine INFO: Eval iter: 1300 [11/11 21:11:24] ppdet.engine INFO: Eval iter: 1400 [11/11 21:11:52] ppdet.engine INFO: Eval iter: 1500 [11/11 21:12:18] ppdet.engine INFO: Eval iter: 1600 [11/11 21:12:46] ppdet.engine INFO: Eval iter: 1700 [11/11 21:13:14] ppdet.engine INFO: Eval iter: 1800 [11/11 21:13:41] ppdet.engine INFO: Eval iter: 1900 [11/11 21:14:07] ppdet.engine INFO: Eval iter: 2000 [11/11 21:14:35] ppdet.engine INFO: Eval iter: 2100 [11/11 21:15:03] ppdet.engine INFO: Eval iter: 2200 [11/11 21:15:31] ppdet.engine INFO: Eval iter: 2300 [11/11 21:16:31] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json. loading annotations into memory... Done (t=1.11s) creating index... index created! [11/11 21:16:32] ppdet.metrics.coco_utils INFO: Start evaluate... Loading and preparing results... DONE (t=17.03s) creating index... index created! Running per image evaluation... Evaluate annotation type *bbox* DONE (t=387.28s). Accumulating evaluation results... DONE (t=30.61s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.331 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.528 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.344 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.162 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.368 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.450 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.074 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.355 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.551 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.297 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.565 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.726 [11/11 21:23:50] ppdet.engine INFO: Total sample number: 19074, averge FPS: 28.38364190248718 [11/11 21:23:50] ppdet.engine INFO: Best test bbox ap is 0.331. [11/11 21:23:51] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_lcnet_2_5x_640_mainbody [11/11 21:23:52] ppdet.engine INFO: Epoch: [4] [ 0/3251] learning_rate: 0.199211 loss_vfl: 0.850008 loss_bbox: 0.327761 loss_dfl: 0.198296 loss: 1.379428 eta: 7 days, 20:37:47 batch_cost: 1.4283 data_cost: 0.0016 ips: 19.6041 images/s [11/11 21:24:41] ppdet.engine INFO: Epoch: [4] [ 20/3251] learning_rate: 0.199209 loss_vfl: 0.836770 loss_bbox: 0.367417 loss_dfl: 0.225949 loss: 1.437376 eta: 7 days, 20:37:23 batch_cost: 2.2162 data_cost: 0.0012 ips: 12.6340 images/s [11/11 21:25:26] ppdet.engine INFO: Epoch: [4] [ 40/3251] learning_rate: 0.199207 loss_vfl: 0.858335 loss_bbox: 0.287336 loss_dfl: 0.179883 loss: 1.347553 eta: 7 days, 20:36:10 batch_cost: 2.1145 data_cost: 0.0011 ips: 13.2419 images/s [11/11 21:26:12] ppdet.engine INFO: Epoch: [4] [ 60/3251] learning_rate: 0.199204 loss_vfl: 0.846721 loss_bbox: 0.292016 loss_dfl: 0.188864 loss: 1.340646 eta: 7 days, 20:34:32 batch_cost: 2.0618 data_cost: 0.0011 ips: 13.5804 images/s [11/11 21:26:57] ppdet.engine INFO: Epoch: [4] [ 80/3251] learning_rate: 0.199202 loss_vfl: 0.863435 loss_bbox: 0.339571 loss_dfl: 0.207853 loss: 1.411319 eta: 7 days, 20:33:37 batch_cost: 2.1519 data_cost: 0.0014 ips: 13.0118 images/s [11/11 21:27:42] ppdet.engine INFO: Epoch: [4] [ 100/3251] learning_rate: 0.199199 loss_vfl: 0.869571 loss_bbox: 0.314225 loss_dfl: 0.207456 loss: 1.363844 eta: 7 days, 20:32:12 batch_cost: 2.0885 data_cost: 0.0018 ips: 13.4069 images/s [11/11 21:28:29] ppdet.engine INFO: Epoch: [4] [ 120/3251] learning_rate: 0.199197 loss_vfl: 0.851807 loss_bbox: 0.370850 loss_dfl: 0.218152 loss: 1.443624 eta: 7 days, 20:31:31 batch_cost: 2.1810 data_cost: 0.0009 ips: 12.8382 images/s [11/11 21:29:16] ppdet.engine INFO: Epoch: [4] [ 140/3251] learning_rate: 0.199194 loss_vfl: 0.861182 loss_bbox: 0.316971 loss_dfl: 0.199769 loss: 1.411112 eta: 7 days, 20:31:16 batch_cost: 2.2352 data_cost: 0.0009 ips: 12.5269 images/s [11/11 21:30:02] ppdet.engine INFO: Epoch: [4] [ 160/3251] learning_rate: 0.199192 loss_vfl: 0.835489 loss_bbox: 0.387527 loss_dfl: 0.236147 loss: 1.448991 eta: 7 days, 20:30:42 batch_cost: 2.1969 data_cost: 0.0009 ips: 12.7454 images/s [11/11 21:30:48] ppdet.engine INFO: Epoch: [4] [ 180/3251] learning_rate: 0.199190 loss_vfl: 0.869564 loss_bbox: 0.313730 loss_dfl: 0.204016 loss: 1.408124 eta: 7 days, 20:29:53 batch_cost: 2.1623 data_cost: 0.0017 ips: 12.9493 images/s [11/11 21:31:32] ppdet.engine INFO: Epoch: [4] [ 200/3251] learning_rate: 0.199187 loss_vfl: 0.872450 loss_bbox: 0.327722 loss_dfl: 0.200010 loss: 1.401275 eta: 7 days, 20:27:58 batch_cost: 2.0251 data_cost: 0.0012 ips: 13.8267 images/s [11/11 21:32:19] ppdet.engine INFO: Epoch: [4] [ 220/3251] learning_rate: 0.199185 loss_vfl: 0.874830 loss_bbox: 0.315594 loss_dfl: 0.199454 loss: 1.410143 eta: 7 days, 20:26:50 batch_cost: 2.1239 data_cost: 0.0011 ips: 13.1832 images/s [11/11 21:33:03] ppdet.engine INFO: Epoch: [4] [ 240/3251] learning_rate: 0.199182 loss_vfl: 0.870620 loss_bbox: 0.317356 loss_dfl: 0.209251 loss: 1.386712 eta: 7 days, 20:25:55 batch_cost: 2.1499 data_cost: 0.0009 ips: 13.0237 images/s [11/11 21:33:49] ppdet.engine INFO: Epoch: [4] [ 260/3251] learning_rate: 0.199180 loss_vfl: 0.878426 loss_bbox: 0.334550 loss_dfl: 0.202023 loss: 1.395450 eta: 7 days, 20:25:14 batch_cost: 2.1817 data_cost: 0.0009 ips: 12.8338 images/s [11/11 21:34:36] ppdet.engine INFO: Epoch: [4] [ 280/3251] learning_rate: 0.199177 loss_vfl: 0.844112 loss_bbox: 0.321059 loss_dfl: 0.198291 loss: 1.375549 eta: 7 days, 20:25:09 batch_cost: 2.2556 data_cost: 0.0011 ips: 12.4136 images/s [11/11 21:35:23] ppdet.engine INFO: Epoch: [4] [ 300/3251] learning_rate: 0.199175 loss_vfl: 0.853357 loss_bbox: 0.299002 loss_dfl: 0.182761 loss: 1.317375 eta: 7 days, 20:24:49 batch_cost: 2.2256 data_cost: 0.0010 ips: 12.5810 images/s [11/11 21:36:08] ppdet.engine INFO: Epoch: [4] [ 320/3251] learning_rate: 0.199172 loss_vfl: 0.841118 loss_bbox: 0.344123 loss_dfl: 0.202129 loss: 1.377317 eta: 7 days, 20:23:06 batch_cost: 2.0498 data_cost: 0.0010 ips: 13.6598 images/s [11/11 21:36:54] ppdet.engine INFO: Epoch: [4] [ 340/3251] learning_rate: 0.199170 loss_vfl: 0.884298 loss_bbox: 0.323214 loss_dfl: 0.195105 loss: 1.366638 eta: 7 days, 20:22:32 batch_cost: 2.1938 data_cost: 0.0010 ips: 12.7631 images/s [11/11 21:37:40] ppdet.engine INFO: Epoch: [4] [ 360/3251] learning_rate: 0.199167 loss_vfl: 0.868396 loss_bbox: 0.315658 loss_dfl: 0.199600 loss: 1.366550 eta: 7 days, 20:21:47 batch_cost: 2.1739 data_cost: 0.0010 ips: 12.8798 images/s [11/11 21:38:25] ppdet.engine INFO: Epoch: [4] [ 380/3251] learning_rate: 0.199165 loss_vfl: 0.892699 loss_bbox: 0.286779 loss_dfl: 0.179787 loss: 1.371694 eta: 7 days, 20:20:45 batch_cost: 2.1353 data_cost: 0.0009 ips: 13.1128 images/s [11/11 21:39:13] ppdet.engine INFO: Epoch: [4] [ 400/3251] learning_rate: 0.199162 loss_vfl: 0.860450 loss_bbox: 0.331410 loss_dfl: 0.196904 loss: 1.371987 eta: 7 days, 20:20:50 batch_cost: 2.2782 data_cost: 0.0009 ips: 12.2904 images/s [11/11 21:39:59] ppdet.engine INFO: Epoch: [4] [ 420/3251] learning_rate: 0.199160 loss_vfl: 0.870092 loss_bbox: 0.304120 loss_dfl: 0.188788 loss: 1.371399 eta: 7 days, 20:20:18 batch_cost: 2.2001 data_cost: 0.0011 ips: 12.7268 images/s [11/11 21:40:46] ppdet.engine INFO: Epoch: [4] [ 440/3251] learning_rate: 0.199157 loss_vfl: 0.865953 loss_bbox: 0.304305 loss_dfl: 0.181812 loss: 1.368765 eta: 7 days, 20:20:13 batch_cost: 2.2599 data_cost: 0.0009 ips: 12.3898 images/s [11/11 21:41:31] ppdet.engine INFO: Epoch: [4] [ 460/3251] learning_rate: 0.199155 loss_vfl: 0.866701 loss_bbox: 0.323413 loss_dfl: 0.205948 loss: 1.385502 eta: 7 days, 20:19:14 batch_cost: 2.1422 data_cost: 0.0009 ips: 13.0708 images/s [11/11 21:42:17] ppdet.engine INFO: Epoch: [4] [ 480/3251] learning_rate: 0.199152 loss_vfl: 0.854414 loss_bbox: 0.318825 loss_dfl: 0.191825 loss: 1.363031 eta: 7 days, 20:18:22 batch_cost: 2.1565 data_cost: 0.0010 ips: 12.9838 images/s [11/11 21:43:03] ppdet.engine INFO: Epoch: [4] [ 500/3251] learning_rate: 0.199150 loss_vfl: 0.860677 loss_bbox: 0.367276 loss_dfl: 0.220413 loss: 1.424708 eta: 7 days, 20:17:21 batch_cost: 2.1369 data_cost: 0.0011 ips: 13.1028 images/s [11/11 21:43:48] ppdet.engine INFO: Epoch: [4] [ 520/3251] learning_rate: 0.199147 loss_vfl: 0.857254 loss_bbox: 0.296283 loss_dfl: 0.186783 loss: 1.323616 eta: 7 days, 20:15:56 batch_cost: 2.0848 data_cost: 0.0017 ips: 13.4305 images/s [11/11 21:44:31] ppdet.engine INFO: Epoch: [4] [ 540/3251] learning_rate: 0.199145 loss_vfl: 0.853335 loss_bbox: 0.275060 loss_dfl: 0.178453 loss: 1.326378 eta: 7 days, 20:14:11 batch_cost: 2.0426 data_cost: 0.0010 ips: 13.7083 images/s [11/11 21:45:16] ppdet.engine INFO: Epoch: [4] [ 560/3251] learning_rate: 0.199142 loss_vfl: 0.861429 loss_bbox: 0.318669 loss_dfl: 0.192586 loss: 1.376101 eta: 7 days, 20:12:59 batch_cost: 2.1132 data_cost: 0.0009 ips: 13.2498 images/s [11/11 21:46:00] ppdet.engine INFO: Epoch: [4] [ 580/3251] learning_rate: 0.199140 loss_vfl: 0.848882 loss_bbox: 0.328521 loss_dfl: 0.204790 loss: 1.382479 eta: 7 days, 20:11:31 batch_cost: 2.0765 data_cost: 0.0010 ips: 13.4839 images/s [11/11 21:46:46] ppdet.engine INFO: Epoch: [4] [ 600/3251] learning_rate: 0.199137 loss_vfl: 0.864524 loss_bbox: 0.317777 loss_dfl: 0.197728 loss: 1.380500 eta: 7 days, 20:10:34 batch_cost: 2.1460 data_cost: 0.0010 ips: 13.0478 images/s [11/11 21:47:30] ppdet.engine INFO: Epoch: [4] [ 620/3251] learning_rate: 0.199135 loss_vfl: 0.846417 loss_bbox: 0.276732 loss_dfl: 0.178930 loss: 1.331140 eta: 7 days, 20:09:13 batch_cost: 2.0939 data_cost: 0.0012 ips: 13.3724 images/s [11/11 21:48:15] ppdet.engine INFO: Epoch: [4] [ 640/3251] learning_rate: 0.199132 loss_vfl: 0.870557 loss_bbox: 0.338284 loss_dfl: 0.215072 loss: 1.417389 eta: 7 days, 20:07:54 batch_cost: 2.0957 data_cost: 0.0011 ips: 13.3608 images/s [11/11 21:49:02] ppdet.engine INFO: Epoch: [4] [ 660/3251] learning_rate: 0.199130 loss_vfl: 0.839305 loss_bbox: 0.329927 loss_dfl: 0.202605 loss: 1.396336 eta: 7 days, 20:07:43 batch_cost: 2.2459 data_cost: 0.0011 ips: 12.4674 images/s [11/11 21:49:48] ppdet.engine INFO: Epoch: [4] [ 680/3251] learning_rate: 0.199127 loss_vfl: 0.866869 loss_bbox: 0.293576 loss_dfl: 0.183583 loss: 1.332416 eta: 7 days, 20:06:49 batch_cost: 2.1513 data_cost: 0.0010 ips: 13.0155 images/s [11/11 21:50:32] ppdet.engine INFO: Epoch: [4] [ 700/3251] learning_rate: 0.199124 loss_vfl: 0.845053 loss_bbox: 0.316714 loss_dfl: 0.190660 loss: 1.375594 eta: 7 days, 20:05:09 batch_cost: 2.0505 data_cost: 0.0010 ips: 13.6554 images/s [11/11 21:51:20] ppdet.engine INFO: Epoch: [4] [ 720/3251] learning_rate: 0.199122 loss_vfl: 0.856563 loss_bbox: 0.301523 loss_dfl: 0.194169 loss: 1.355709 eta: 7 days, 20:04:51 batch_cost: 2.2302 data_cost: 0.0009 ips: 12.5552 images/s [11/11 21:52:04] ppdet.engine INFO: Epoch: [4] [ 740/3251] learning_rate: 0.199119 loss_vfl: 0.855485 loss_bbox: 0.298652 loss_dfl: 0.194934 loss: 1.360369 eta: 7 days, 20:03:48 batch_cost: 2.1316 data_cost: 0.0010 ips: 13.1359 images/s [11/11 21:52:50] ppdet.engine INFO: Epoch: [4] [ 760/3251] learning_rate: 0.199117 loss_vfl: 0.881849 loss_bbox: 0.274092 loss_dfl: 0.189201 loss: 1.354125 eta: 7 days, 20:03:12 batch_cost: 2.1927 data_cost: 0.0017 ips: 12.7696 images/s [11/11 21:53:36] ppdet.engine INFO: Epoch: [4] [ 780/3251] learning_rate: 0.199114 loss_vfl: 0.885051 loss_bbox: 0.328641 loss_dfl: 0.195604 loss: 1.401237 eta: 7 days, 20:02:13 batch_cost: 2.1401 data_cost: 0.0010 ips: 13.0836 images/s [11/11 21:54:22] ppdet.engine INFO: Epoch: [4] [ 800/3251] learning_rate: 0.199112 loss_vfl: 0.853316 loss_bbox: 0.292290 loss_dfl: 0.186784 loss: 1.370533 eta: 7 days, 20:01:30 batch_cost: 2.1739 data_cost: 0.0010 ips: 12.8802 images/s [11/11 21:55:10] ppdet.engine INFO: Epoch: [4] [ 820/3251] learning_rate: 0.199109 loss_vfl: 0.845814 loss_bbox: 0.287790 loss_dfl: 0.184474 loss: 1.336888 eta: 7 days, 20:01:40 batch_cost: 2.2932 data_cost: 0.0009 ips: 12.2099 images/s [11/11 21:55:53] ppdet.engine INFO: Epoch: [4] [ 840/3251] learning_rate: 0.199106 loss_vfl: 0.866736 loss_bbox: 0.300614 loss_dfl: 0.197848 loss: 1.370049 eta: 7 days, 20:00:01 batch_cost: 2.0517 data_cost: 0.0010 ips: 13.6475 images/s [11/11 21:56:40] ppdet.engine INFO: Epoch: [4] [ 860/3251] learning_rate: 0.199104 loss_vfl: 0.866218 loss_bbox: 0.358469 loss_dfl: 0.217226 loss: 1.434728 eta: 7 days, 19:58:56 batch_cost: 2.1272 data_cost: 0.0010 ips: 13.1628 images/s [11/11 21:57:25] ppdet.engine INFO: Epoch: [4] [ 880/3251] learning_rate: 0.199101 loss_vfl: 0.874908 loss_bbox: 0.333146 loss_dfl: 0.198618 loss: 1.396768 eta: 7 days, 19:58:06 batch_cost: 2.1593 data_cost: 0.0010 ips: 12.9670 images/s [11/11 21:58:10] ppdet.engine INFO: Epoch: [4] [ 900/3251] learning_rate: 0.199099 loss_vfl: 0.874464 loss_bbox: 0.308797 loss_dfl: 0.198060 loss: 1.408504 eta: 7 days, 19:57:03 batch_cost: 2.1299 data_cost: 0.0010 ips: 13.1459 images/s [11/11 21:58:57] ppdet.engine INFO: Epoch: [4] [ 920/3251] learning_rate: 0.199096 loss_vfl: 0.855257 loss_bbox: 0.307241 loss_dfl: 0.193472 loss: 1.386489 eta: 7 days, 19:55:29 batch_cost: 2.0621 data_cost: 0.0010 ips: 13.5783 images/s [11/11 21:59:43] ppdet.engine INFO: Epoch: [4] [ 940/3251] learning_rate: 0.199094 loss_vfl: 0.858609 loss_bbox: 0.301907 loss_dfl: 0.201991 loss: 1.359931 eta: 7 days, 19:54:43 batch_cost: 2.1683 data_cost: 0.0012 ips: 12.9132 images/s [11/11 22:00:28] ppdet.engine INFO: Epoch: [4] [ 960/3251] learning_rate: 0.199091 loss_vfl: 0.886026 loss_bbox: 0.329623 loss_dfl: 0.195358 loss: 1.389682 eta: 7 days, 19:53:48 batch_cost: 2.1474 data_cost: 0.0010 ips: 13.0390 images/s [11/11 22:01:13] ppdet.engine INFO: Epoch: [4] [ 980/3251] learning_rate: 0.199088 loss_vfl: 0.856394 loss_bbox: 0.320001 loss_dfl: 0.193247 loss: 1.383804 eta: 7 days, 19:52:53 batch_cost: 2.1490 data_cost: 0.0011 ips: 13.0294 images/s [11/11 22:01:59] ppdet.engine INFO: Epoch: [4] [1000/3251] learning_rate: 0.199086 loss_vfl: 0.864565 loss_bbox: 0.317461 loss_dfl: 0.194451 loss: 1.370608 eta: 7 days, 19:52:15 batch_cost: 2.1862 data_cost: 0.0009 ips: 12.8074 images/s [11/11 22:02:43] ppdet.engine INFO: Epoch: [4] [1020/3251] learning_rate: 0.199083 loss_vfl: 0.871105 loss_bbox: 0.328324 loss_dfl: 0.206930 loss: 1.409849 eta: 7 days, 19:50:15 batch_cost: 2.0022 data_cost: 0.0010 ips: 13.9843 images/s [11/11 22:03:30] ppdet.engine INFO: Epoch: [4] [1040/3251] learning_rate: 0.199081 loss_vfl: 0.863483 loss_bbox: 0.339210 loss_dfl: 0.205488 loss: 1.391213 eta: 7 days, 19:50:05 batch_cost: 2.2483 data_cost: 0.0009 ips: 12.4541 images/s [11/11 22:04:13] ppdet.engine INFO: Epoch: [4] [1060/3251] learning_rate: 0.199078 loss_vfl: 0.868422 loss_bbox: 0.273717 loss_dfl: 0.186829 loss: 1.352848 eta: 7 days, 19:48:27 batch_cost: 2.0508 data_cost: 0.0010 ips: 13.6532 images/s [11/11 22:05:00] ppdet.engine INFO: Epoch: [4] [1080/3251] learning_rate: 0.199075 loss_vfl: 0.866695 loss_bbox: 0.309022 loss_dfl: 0.202753 loss: 1.387196 eta: 7 days, 19:48:06 batch_cost: 2.2261 data_cost: 0.0010 ips: 12.5782 images/s [11/11 22:05:47] ppdet.engine INFO: Epoch: [4] [1100/3251] learning_rate: 0.199073 loss_vfl: 0.862695 loss_bbox: 0.338060 loss_dfl: 0.203456 loss: 1.401751 eta: 7 days, 19:47:56 batch_cost: 2.2477 data_cost: 0.0010 ips: 12.4570 images/s [11/11 22:06:32] ppdet.engine INFO: Epoch: [4] [1120/3251] learning_rate: 0.199070 loss_vfl: 0.872029 loss_bbox: 0.305546 loss_dfl: 0.190771 loss: 1.363375 eta: 7 days, 19:46:53 batch_cost: 2.1307 data_cost: 0.0016 ips: 13.1410 images/s [11/11 22:07:18] ppdet.engine INFO: Epoch: [4] [1140/3251] learning_rate: 0.199067 loss_vfl: 0.836383 loss_bbox: 0.351091 loss_dfl: 0.218000 loss: 1.424130 eta: 7 days, 19:46:06 batch_cost: 2.1655 data_cost: 0.0009 ips: 12.9300 images/s [11/11 22:08:04] ppdet.engine INFO: Epoch: [4] [1160/3251] learning_rate: 0.199065 loss_vfl: 0.853679 loss_bbox: 0.323622 loss_dfl: 0.201244 loss: 1.337602 eta: 7 days, 19:45:34 batch_cost: 2.2001 data_cost: 0.0009 ips: 12.7265 images/s [11/11 22:08:50] ppdet.engine INFO: Epoch: [4] [1180/3251] learning_rate: 0.199062 loss_vfl: 0.870110 loss_bbox: 0.324683 loss_dfl: 0.214901 loss: 1.416043 eta: 7 days, 19:45:00 batch_cost: 2.1952 data_cost: 0.0012 ips: 12.7551 images/s [11/11 22:09:35] ppdet.engine INFO: Epoch: [4] [1200/3251] learning_rate: 0.199059 loss_vfl: 0.873492 loss_bbox: 0.306582 loss_dfl: 0.198008 loss: 1.355980 eta: 7 days, 19:43:50 batch_cost: 2.1128 data_cost: 0.0011 ips: 13.2528 images/s [11/11 22:10:20] ppdet.engine INFO: Epoch: [4] [1220/3251] learning_rate: 0.199057 loss_vfl: 0.842147 loss_bbox: 0.299743 loss_dfl: 0.188700 loss: 1.349254 eta: 7 days, 19:42:37 batch_cost: 2.1070 data_cost: 0.0018 ips: 13.2888 images/s [11/11 22:11:07] ppdet.engine INFO: Epoch: [4] [1240/3251] learning_rate: 0.199054 loss_vfl: 0.866243 loss_bbox: 0.294458 loss_dfl: 0.192154 loss: 1.352137 eta: 7 days, 19:42:51 batch_cost: 2.3063 data_cost: 0.0010 ips: 12.1404 images/s [11/11 22:11:54] ppdet.engine INFO: Epoch: [4] [1260/3251] learning_rate: 0.199052 loss_vfl: 0.869591 loss_bbox: 0.345068 loss_dfl: 0.201607 loss: 1.424024 eta: 7 days, 19:42:30 batch_cost: 2.2241 data_cost: 0.0011 ips: 12.5894 images/s [11/11 22:12:41] ppdet.engine INFO: Epoch: [4] [1280/3251] learning_rate: 0.199049 loss_vfl: 0.869568 loss_bbox: 0.293236 loss_dfl: 0.180047 loss: 1.335886 eta: 7 days, 19:42:12 batch_cost: 2.2330 data_cost: 0.0009 ips: 12.5392 images/s [11/11 22:13:26] ppdet.engine INFO: Epoch: [4] [1300/3251] learning_rate: 0.199046 loss_vfl: 0.852382 loss_bbox: 0.303608 loss_dfl: 0.194905 loss: 1.360519 eta: 7 days, 19:41:07 batch_cost: 2.1254 data_cost: 0.0009 ips: 13.1742 images/s [11/11 22:14:10] ppdet.engine INFO: Epoch: [4] [1320/3251] learning_rate: 0.199044 loss_vfl: 0.865527 loss_bbox: 0.320948 loss_dfl: 0.190554 loss: 1.377319 eta: 7 days, 19:39:16 batch_cost: 2.0177 data_cost: 0.0009 ips: 13.8775 images/s [11/11 22:14:57] ppdet.engine INFO: Epoch: [4] [1340/3251] learning_rate: 0.199041 loss_vfl: 0.909198 loss_bbox: 0.331173 loss_dfl: 0.201944 loss: 1.421667 eta: 7 days, 19:39:03 batch_cost: 2.2431 data_cost: 0.0009 ips: 12.4830 images/s [11/11 22:15:43] ppdet.engine INFO: Epoch: [4] [1360/3251] learning_rate: 0.199038 loss_vfl: 0.858886 loss_bbox: 0.303672 loss_dfl: 0.193717 loss: 1.395935 eta: 7 days, 19:38:34 batch_cost: 2.2091 data_cost: 0.0009 ips: 12.6749 images/s [11/11 22:16:27] ppdet.engine INFO: Epoch: [4] [1380/3251] learning_rate: 0.199036 loss_vfl: 0.879580 loss_bbox: 0.303164 loss_dfl: 0.200112 loss: 1.393221 eta: 7 days, 19:37:09 batch_cost: 2.0773 data_cost: 0.0014 ips: 13.4793 images/s [11/11 22:17:14] ppdet.engine INFO: Epoch: [4] [1400/3251] learning_rate: 0.199033 loss_vfl: 0.877306 loss_bbox: 0.326262 loss_dfl: 0.194710 loss: 1.395651 eta: 7 days, 19:36:09 batch_cost: 2.1344 data_cost: 0.0009 ips: 13.1187 images/s [11/11 22:18:01] ppdet.engine INFO: Epoch: [4] [1420/3251] learning_rate: 0.199030 loss_vfl: 0.842322 loss_bbox: 0.304839 loss_dfl: 0.190112 loss: 1.345180 eta: 7 days, 19:35:36 batch_cost: 2.1978 data_cost: 0.0010 ips: 12.7400 images/s [11/11 22:18:46] ppdet.engine INFO: Epoch: [4] [1440/3251] learning_rate: 0.199027 loss_vfl: 0.861949 loss_bbox: 0.349492 loss_dfl: 0.209199 loss: 1.411184 eta: 7 days, 19:34:41 batch_cost: 2.1473 data_cost: 0.0010 ips: 13.0394 images/s [11/11 22:19:31] ppdet.engine INFO: Epoch: [4] [1460/3251] learning_rate: 0.199025 loss_vfl: 0.855432 loss_bbox: 0.286323 loss_dfl: 0.186773 loss: 1.377254 eta: 7 days, 19:33:16 batch_cost: 2.0782 data_cost: 0.0010 ips: 13.4732 images/s [11/11 22:20:16] ppdet.engine INFO: Epoch: [4] [1480/3251] learning_rate: 0.199022 loss_vfl: 0.829956 loss_bbox: 0.297099 loss_dfl: 0.195173 loss: 1.314298 eta: 7 days, 19:32:26 batch_cost: 2.1579 data_cost: 0.0009 ips: 12.9755 images/s [11/11 22:21:04] ppdet.engine INFO: Epoch: [4] [1500/3251] learning_rate: 0.199019 loss_vfl: 0.845624 loss_bbox: 0.317665 loss_dfl: 0.200356 loss: 1.378389 eta: 7 days, 19:32:36 batch_cost: 2.2979 data_cost: 0.0009 ips: 12.1850 images/s [11/11 22:21:51] ppdet.engine INFO: Epoch: [4] [1520/3251] learning_rate: 0.199017 loss_vfl: 0.877899 loss_bbox: 0.351112 loss_dfl: 0.224161 loss: 1.463282 eta: 7 days, 19:32:15 batch_cost: 2.2267 data_cost: 0.0013 ips: 12.5747 images/s [11/11 22:22:35] ppdet.engine INFO: Epoch: [4] [1540/3251] learning_rate: 0.199014 loss_vfl: 0.835511 loss_bbox: 0.311572 loss_dfl: 0.183050 loss: 1.346209 eta: 7 days, 19:30:40 batch_cost: 2.0541 data_cost: 0.0012 ips: 13.6311 images/s [11/11 22:23:20] ppdet.engine INFO: Epoch: [4] [1560/3251] learning_rate: 0.199011 loss_vfl: 0.855148 loss_bbox: 0.328913 loss_dfl: 0.210920 loss: 1.371755 eta: 7 days, 19:29:46 batch_cost: 2.1489 data_cost: 0.0010 ips: 13.0302 images/s [11/11 22:24:05] ppdet.engine INFO: Epoch: [4] [1580/3251] learning_rate: 0.199009 loss_vfl: 0.875258 loss_bbox: 0.297379 loss_dfl: 0.185105 loss: 1.355665 eta: 7 days, 19:28:21 batch_cost: 2.0755 data_cost: 0.0010 ips: 13.4910 images/s [11/11 22:24:52] ppdet.engine INFO: Epoch: [4] [1600/3251] learning_rate: 0.199006 loss_vfl: 0.866228 loss_bbox: 0.314762 loss_dfl: 0.202489 loss: 1.377294 eta: 7 days, 19:27:51 batch_cost: 2.2044 data_cost: 0.0010 ips: 12.7018 images/s [11/11 22:25:36] ppdet.engine INFO: Epoch: [4] [1620/3251] learning_rate: 0.199003 loss_vfl: 0.876781 loss_bbox: 0.344367 loss_dfl: 0.208215 loss: 1.414364 eta: 7 days, 19:26:33 batch_cost: 2.0933 data_cost: 0.0009 ips: 13.3759 images/s [11/11 22:26:21] ppdet.engine INFO: Epoch: [4] [1640/3251] learning_rate: 0.199000 loss_vfl: 0.874265 loss_bbox: 0.358405 loss_dfl: 0.212290 loss: 1.414814 eta: 7 days, 19:25:18 batch_cost: 2.0991 data_cost: 0.0009 ips: 13.3391 images/s [11/11 22:27:06] ppdet.engine INFO: Epoch: [4] [1660/3251] learning_rate: 0.198998 loss_vfl: 0.870882 loss_bbox: 0.318425 loss_dfl: 0.186258 loss: 1.414188 eta: 7 days, 19:24:16 batch_cost: 2.1300 data_cost: 0.0010 ips: 13.1456 images/s [11/11 22:27:52] ppdet.engine INFO: Epoch: [4] [1680/3251] learning_rate: 0.198995 loss_vfl: 0.852722 loss_bbox: 0.368500 loss_dfl: 0.217325 loss: 1.436174 eta: 7 days, 19:23:29 batch_cost: 2.1632 data_cost: 0.0010 ips: 12.9439 images/s [11/11 22:28:38] ppdet.engine INFO: Epoch: [4] [1700/3251] learning_rate: 0.198992 loss_vfl: 0.861669 loss_bbox: 0.298102 loss_dfl: 0.187375 loss: 1.354989 eta: 7 days, 19:22:34 batch_cost: 2.1463 data_cost: 0.0022 ips: 13.0454 images/s [11/11 22:29:24] ppdet.engine INFO: Epoch: [4] [1720/3251] learning_rate: 0.198989 loss_vfl: 0.843984 loss_bbox: 0.278259 loss_dfl: 0.188258 loss: 1.308829 eta: 7 days, 19:21:56 batch_cost: 2.1874 data_cost: 0.0016 ips: 12.8007 images/s [11/11 22:30:09] ppdet.engine INFO: Epoch: [4] [1740/3251] learning_rate: 0.198987 loss_vfl: 0.861781 loss_bbox: 0.291781 loss_dfl: 0.189028 loss: 1.363264 eta: 7 days, 19:21:09 batch_cost: 2.1629 data_cost: 0.0013 ips: 12.9457 images/s [11/11 22:30:57] ppdet.engine INFO: Epoch: [4] [1760/3251] learning_rate: 0.198984 loss_vfl: 0.867796 loss_bbox: 0.302290 loss_dfl: 0.182240 loss: 1.369183 eta: 7 days, 19:21:09 batch_cost: 2.2765 data_cost: 0.0011 ips: 12.2995 images/s [11/11 22:31:41] ppdet.engine INFO: Epoch: [4] [1780/3251] learning_rate: 0.198981 loss_vfl: 0.848241 loss_bbox: 0.338730 loss_dfl: 0.204248 loss: 1.389599 eta: 7 days, 19:20:02 batch_cost: 2.1193 data_cost: 0.0014 ips: 13.2120 images/s [11/11 22:32:26] ppdet.engine INFO: Epoch: [4] [1800/3251] learning_rate: 0.198978 loss_vfl: 0.854076 loss_bbox: 0.300193 loss_dfl: 0.187560 loss: 1.347540 eta: 7 days, 19:19:16 batch_cost: 2.1654 data_cost: 0.0009 ips: 12.9307 images/s [11/11 22:33:10] ppdet.engine INFO: Epoch: [4] [1820/3251] learning_rate: 0.198976 loss_vfl: 0.863776 loss_bbox: 0.290660 loss_dfl: 0.181524 loss: 1.351922 eta: 7 days, 19:18:05 batch_cost: 2.1074 data_cost: 0.0009 ips: 13.2864 images/s [11/11 22:33:55] ppdet.engine INFO: Epoch: [4] [1840/3251] learning_rate: 0.198973 loss_vfl: 0.870817 loss_bbox: 0.356783 loss_dfl: 0.209656 loss: 1.409993 eta: 7 days, 19:16:51 batch_cost: 2.1019 data_cost: 0.0009 ips: 13.3214 images/s [11/11 22:34:41] ppdet.engine INFO: Epoch: [4] [1860/3251] learning_rate: 0.198970 loss_vfl: 0.856773 loss_bbox: 0.296789 loss_dfl: 0.197716 loss: 1.379383 eta: 7 days, 19:15:56 batch_cost: 2.1458 data_cost: 0.0011 ips: 13.0489 images/s [11/11 22:35:26] ppdet.engine INFO: Epoch: [4] [1880/3251] learning_rate: 0.198967 loss_vfl: 0.837927 loss_bbox: 0.349303 loss_dfl: 0.204227 loss: 1.414456 eta: 7 days, 19:15:15 batch_cost: 2.1780 data_cost: 0.0010 ips: 12.8557 images/s [11/11 22:36:13] ppdet.engine INFO: Epoch: [4] [1900/3251] learning_rate: 0.198965 loss_vfl: 0.840790 loss_bbox: 0.353163 loss_dfl: 0.219006 loss: 1.408895 eta: 7 days, 19:14:46 batch_cost: 2.2073 data_cost: 0.0011 ips: 12.6851 images/s [11/11 22:36:58] ppdet.engine INFO: Epoch: [4] [1920/3251] learning_rate: 0.198962 loss_vfl: 0.875934 loss_bbox: 0.313305 loss_dfl: 0.195582 loss: 1.364098 eta: 7 days, 19:14:02 batch_cost: 2.1710 data_cost: 0.0014 ips: 12.8970 images/s [11/11 22:37:44] ppdet.engine INFO: Epoch: [4] [1940/3251] learning_rate: 0.198959 loss_vfl: 0.859410 loss_bbox: 0.303827 loss_dfl: 0.192674 loss: 1.332703 eta: 7 days, 19:12:49 batch_cost: 2.1019 data_cost: 0.0010 ips: 13.3212 images/s [11/11 22:38:31] ppdet.engine INFO: Epoch: [4] [1960/3251] learning_rate: 0.198956 loss_vfl: 0.857207 loss_bbox: 0.295471 loss_dfl: 0.187131 loss: 1.339682 eta: 7 days, 19:12:39 batch_cost: 2.2543 data_cost: 0.0010 ips: 12.4208 images/s [11/11 22:39:16] ppdet.engine INFO: Epoch: [4] [1980/3251] learning_rate: 0.198954 loss_vfl: 0.880387 loss_bbox: 0.347813 loss_dfl: 0.209723 loss: 1.425753 eta: 7 days, 19:11:07 batch_cost: 2.0569 data_cost: 0.0010 ips: 13.6128 images/s [11/11 22:40:01] ppdet.engine INFO: Epoch: [4] [2000/3251] learning_rate: 0.198951 loss_vfl: 0.869671 loss_bbox: 0.328743 loss_dfl: 0.205782 loss: 1.405992 eta: 7 days, 19:10:15 batch_cost: 2.1514 data_cost: 0.0009 ips: 13.0151 images/s [11/11 22:40:46] ppdet.engine INFO: Epoch: [4] [2020/3251] learning_rate: 0.198948 loss_vfl: 0.843157 loss_bbox: 0.362631 loss_dfl: 0.213554 loss: 1.423091 eta: 7 days, 19:09:36 batch_cost: 2.1849 data_cost: 0.0022 ips: 12.8153 images/s [11/11 22:41:31] ppdet.engine INFO: Epoch: [4] [2040/3251] learning_rate: 0.198945 loss_vfl: 0.894759 loss_bbox: 0.293289 loss_dfl: 0.184319 loss: 1.384823 eta: 7 days, 19:08:41 batch_cost: 2.1452 data_cost: 0.0010 ips: 13.0524 images/s [11/11 22:42:16] ppdet.engine INFO: Epoch: [4] [2060/3251] learning_rate: 0.198942 loss_vfl: 0.855056 loss_bbox: 0.321183 loss_dfl: 0.192658 loss: 1.371492 eta: 7 days, 19:07:39 batch_cost: 2.1279 data_cost: 0.0009 ips: 13.1587 images/s [11/11 22:43:00] ppdet.engine INFO: Epoch: [4] [2080/3251] learning_rate: 0.198940 loss_vfl: 0.873435 loss_bbox: 0.303127 loss_dfl: 0.196129 loss: 1.375478 eta: 7 days, 19:06:12 batch_cost: 2.0658 data_cost: 0.0009 ips: 13.5538 images/s [11/11 22:43:45] ppdet.engine INFO: Epoch: [4] [2100/3251] learning_rate: 0.198937 loss_vfl: 0.860462 loss_bbox: 0.294246 loss_dfl: 0.188037 loss: 1.328826 eta: 7 days, 19:05:20 batch_cost: 2.1516 data_cost: 0.0010 ips: 13.0139 images/s [11/11 22:44:30] ppdet.engine INFO: Epoch: [4] [2120/3251] learning_rate: 0.198934 loss_vfl: 0.860390 loss_bbox: 0.306269 loss_dfl: 0.187129 loss: 1.350127 eta: 7 days, 19:04:17 batch_cost: 2.1253 data_cost: 0.0011 ips: 13.1747 images/s [11/11 22:45:15] ppdet.engine INFO: Epoch: [4] [2140/3251] learning_rate: 0.198931 loss_vfl: 0.834766 loss_bbox: 0.334290 loss_dfl: 0.215473 loss: 1.412052 eta: 7 days, 19:03:29 batch_cost: 2.1625 data_cost: 0.0009 ips: 12.9480 images/s [11/11 22:46:02] ppdet.engine INFO: Epoch: [4] [2160/3251] learning_rate: 0.198928 loss_vfl: 0.864221 loss_bbox: 0.316069 loss_dfl: 0.199122 loss: 1.385319 eta: 7 days, 19:03:13 batch_cost: 2.2397 data_cost: 0.0010 ips: 12.5018 images/s [11/11 22:46:47] ppdet.engine INFO: Epoch: [4] [2180/3251] learning_rate: 0.198925 loss_vfl: 0.876738 loss_bbox: 0.305367 loss_dfl: 0.192794 loss: 1.388183 eta: 7 days, 19:02:25 batch_cost: 2.1615 data_cost: 0.0012 ips: 12.9537 images/s [11/11 22:47:33] ppdet.engine INFO: Epoch: [4] [2200/3251] learning_rate: 0.198923 loss_vfl: 0.849746 loss_bbox: 0.332495 loss_dfl: 0.211074 loss: 1.369789 eta: 7 days, 19:01:34 batch_cost: 2.1544 data_cost: 0.0010 ips: 12.9967 images/s [11/11 22:48:19] ppdet.engine INFO: Epoch: [4] [2220/3251] learning_rate: 0.198920 loss_vfl: 0.843092 loss_bbox: 0.284107 loss_dfl: 0.181512 loss: 1.310380 eta: 7 days, 19:00:47 batch_cost: 2.1634 data_cost: 0.0009 ips: 12.9426 images/s [11/11 22:49:03] ppdet.engine INFO: Epoch: [4] [2240/3251] learning_rate: 0.198917 loss_vfl: 0.868362 loss_bbox: 0.295496 loss_dfl: 0.190184 loss: 1.356859 eta: 7 days, 18:59:39 batch_cost: 2.1127 data_cost: 0.0009 ips: 13.2534 images/s [11/11 22:49:47] ppdet.engine INFO: Epoch: [4] [2260/3251] learning_rate: 0.198914 loss_vfl: 0.862052 loss_bbox: 0.338870 loss_dfl: 0.207206 loss: 1.413620 eta: 7 days, 18:58:36 batch_cost: 2.1247 data_cost: 0.0015 ips: 13.1785 images/s [11/11 22:50:35] ppdet.engine INFO: Epoch: [4] [2280/3251] learning_rate: 0.198911 loss_vfl: 0.887752 loss_bbox: 0.322948 loss_dfl: 0.196249 loss: 1.389644 eta: 7 days, 18:58:27 batch_cost: 2.2563 data_cost: 0.0010 ips: 12.4099 images/s [11/11 22:51:20] ppdet.engine INFO: Epoch: [4] [2300/3251] learning_rate: 0.198908 loss_vfl: 0.872877 loss_bbox: 0.320260 loss_dfl: 0.195170 loss: 1.381989 eta: 7 days, 18:57:37 batch_cost: 2.1560 data_cost: 0.0010 ips: 12.9869 images/s [11/11 22:52:07] ppdet.engine INFO: Epoch: [4] [2320/3251] learning_rate: 0.198906 loss_vfl: 0.880133 loss_bbox: 0.319985 loss_dfl: 0.203748 loss: 1.366205 eta: 7 days, 18:57:25 batch_cost: 2.2519 data_cost: 0.0010 ips: 12.4341 images/s [11/11 22:52:53] ppdet.engine INFO: Epoch: [4] [2340/3251] learning_rate: 0.198903 loss_vfl: 0.860846 loss_bbox: 0.312440 loss_dfl: 0.192086 loss: 1.351555 eta: 7 days, 18:56:35 batch_cost: 2.1564 data_cost: 0.0011 ips: 12.9845 images/s [11/11 22:53:39] ppdet.engine INFO: Epoch: [4] [2360/3251] learning_rate: 0.198900 loss_vfl: 0.842182 loss_bbox: 0.303599 loss_dfl: 0.196125 loss: 1.345071 eta: 7 days, 18:55:53 batch_cost: 2.1760 data_cost: 0.0009 ips: 12.8675 images/s [11/11 22:54:24] ppdet.engine INFO: Epoch: [4] [2380/3251] learning_rate: 0.198897 loss_vfl: 0.868418 loss_bbox: 0.333869 loss_dfl: 0.204996 loss: 1.390646 eta: 7 days, 18:54:23 batch_cost: 2.0568 data_cost: 0.0009 ips: 13.6133 images/s [11/11 22:55:09] ppdet.engine INFO: Epoch: [4] [2400/3251] learning_rate: 0.198894 loss_vfl: 0.855696 loss_bbox: 0.331893 loss_dfl: 0.207975 loss: 1.424071 eta: 7 days, 18:52:42 batch_cost: 2.0281 data_cost: 0.0009 ips: 13.8063 images/s [11/11 22:55:54] ppdet.engine INFO: Epoch: [4] [2420/3251] learning_rate: 0.198891 loss_vfl: 0.868176 loss_bbox: 0.322401 loss_dfl: 0.213531 loss: 1.394335 eta: 7 days, 18:51:50 batch_cost: 2.1522 data_cost: 0.0009 ips: 13.0100 images/s [11/11 22:56:38] ppdet.engine INFO: Epoch: [4] [2440/3251] learning_rate: 0.198888 loss_vfl: 0.851779 loss_bbox: 0.291440 loss_dfl: 0.180535 loss: 1.333575 eta: 7 days, 18:50:46 batch_cost: 2.1199 data_cost: 0.0009 ips: 13.2084 images/s [11/11 22:57:24] ppdet.engine INFO: Epoch: [4] [2460/3251] learning_rate: 0.198886 loss_vfl: 0.868509 loss_bbox: 0.289473 loss_dfl: 0.189522 loss: 1.383969 eta: 7 days, 18:49:56 batch_cost: 2.1569 data_cost: 0.0010 ips: 12.9817 images/s [11/11 22:58:12] ppdet.engine INFO: Epoch: [4] [2480/3251] learning_rate: 0.198883 loss_vfl: 0.852787 loss_bbox: 0.309020 loss_dfl: 0.184315 loss: 1.344227 eta: 7 days, 18:50:12 batch_cost: 2.3204 data_cost: 0.0010 ips: 12.0669 images/s [11/11 22:58:57] ppdet.engine INFO: Epoch: [4] [2500/3251] learning_rate: 0.198880 loss_vfl: 0.841381 loss_bbox: 0.325707 loss_dfl: 0.203920 loss: 1.425071 eta: 7 days, 18:49:04 batch_cost: 2.1103 data_cost: 0.0013 ips: 13.2683 images/s [11/11 22:59:43] ppdet.engine INFO: Epoch: [4] [2520/3251] learning_rate: 0.198877 loss_vfl: 0.851724 loss_bbox: 0.335854 loss_dfl: 0.196730 loss: 1.398653 eta: 7 days, 18:48:28 batch_cost: 2.1923 data_cost: 0.0014 ips: 12.7720 images/s [11/11 23:00:29] ppdet.engine INFO: Epoch: [4] [2540/3251] learning_rate: 0.198874 loss_vfl: 0.850936 loss_bbox: 0.283070 loss_dfl: 0.180856 loss: 1.312827 eta: 7 days, 18:47:36 batch_cost: 2.1501 data_cost: 0.0011 ips: 13.0225 images/s [11/11 23:01:15] ppdet.engine INFO: Epoch: [4] [2560/3251] learning_rate: 0.198871 loss_vfl: 0.870143 loss_bbox: 0.301029 loss_dfl: 0.198142 loss: 1.360964 eta: 7 days, 18:46:42 batch_cost: 2.1462 data_cost: 0.0010 ips: 13.0464 images/s [11/11 23:02:00] ppdet.engine INFO: Epoch: [4] [2580/3251] learning_rate: 0.198868 loss_vfl: 0.850480 loss_bbox: 0.315896 loss_dfl: 0.202201 loss: 1.349676 eta: 7 days, 18:45:15 batch_cost: 2.0623 data_cost: 0.0015 ips: 13.5769 images/s [11/11 23:02:44] ppdet.engine INFO: Epoch: [4] [2600/3251] learning_rate: 0.198865 loss_vfl: 0.878978 loss_bbox: 0.321723 loss_dfl: 0.189097 loss: 1.370013 eta: 7 days, 18:43:44 batch_cost: 2.0516 data_cost: 0.0009 ips: 13.6479 images/s [11/11 23:03:30] ppdet.engine INFO: Epoch: [4] [2620/3251] learning_rate: 0.198862 loss_vfl: 0.854208 loss_bbox: 0.358257 loss_dfl: 0.220460 loss: 1.469123 eta: 7 days, 18:43:05 batch_cost: 2.1833 data_cost: 0.0009 ips: 12.8245 images/s [11/11 23:04:16] ppdet.engine INFO: Epoch: [4] [2640/3251] learning_rate: 0.198859 loss_vfl: 0.849377 loss_bbox: 0.314554 loss_dfl: 0.199167 loss: 1.397795 eta: 7 days, 18:42:23 batch_cost: 2.1778 data_cost: 0.0010 ips: 12.8573 images/s [11/11 23:05:01] ppdet.engine INFO: Epoch: [4] [2660/3251] learning_rate: 0.198857 loss_vfl: 0.876877 loss_bbox: 0.365107 loss_dfl: 0.226076 loss: 1.445229 eta: 7 days, 18:41:14 batch_cost: 2.1055 data_cost: 0.0009 ips: 13.2982 images/s [11/11 23:05:46] ppdet.engine INFO: Epoch: [4] [2680/3251] learning_rate: 0.198854 loss_vfl: 0.857606 loss_bbox: 0.327037 loss_dfl: 0.208074 loss: 1.403927 eta: 7 days, 18:40:29 batch_cost: 2.1691 data_cost: 0.0009 ips: 12.9087 images/s [11/11 23:06:30] ppdet.engine INFO: Epoch: [4] [2700/3251] learning_rate: 0.198851 loss_vfl: 0.852881 loss_bbox: 0.335661 loss_dfl: 0.203640 loss: 1.399553 eta: 7 days, 18:39:15 batch_cost: 2.0949 data_cost: 0.0009 ips: 13.3658 images/s [11/11 23:07:16] ppdet.engine INFO: Epoch: [4] [2720/3251] learning_rate: 0.198848 loss_vfl: 0.853079 loss_bbox: 0.315347 loss_dfl: 0.194023 loss: 1.369664 eta: 7 days, 18:38:20 batch_cost: 2.1407 data_cost: 0.0013 ips: 13.0796 images/s [11/11 23:08:01] ppdet.engine INFO: Epoch: [4] [2740/3251] learning_rate: 0.198845 loss_vfl: 0.826001 loss_bbox: 0.318262 loss_dfl: 0.205455 loss: 1.357658 eta: 7 days, 18:37:09 batch_cost: 2.1014 data_cost: 0.0009 ips: 13.3244 images/s [11/11 23:08:48] ppdet.engine INFO: Epoch: [4] [2760/3251] learning_rate: 0.198842 loss_vfl: 0.857723 loss_bbox: 0.349813 loss_dfl: 0.234569 loss: 1.455948 eta: 7 days, 18:36:51 batch_cost: 2.2377 data_cost: 0.0010 ips: 12.5127 images/s [11/11 23:09:35] ppdet.engine INFO: Epoch: [4] [2780/3251] learning_rate: 0.198839 loss_vfl: 0.884392 loss_bbox: 0.302847 loss_dfl: 0.199558 loss: 1.400908 eta: 7 days, 18:36:33 batch_cost: 2.2352 data_cost: 0.0010 ips: 12.5269 images/s [11/11 23:10:21] ppdet.engine INFO: Epoch: [4] [2800/3251] learning_rate: 0.198836 loss_vfl: 0.864827 loss_bbox: 0.303180 loss_dfl: 0.192507 loss: 1.386609 eta: 7 days, 18:35:28 batch_cost: 2.1188 data_cost: 0.0009 ips: 13.2148 images/s [11/11 23:11:07] ppdet.engine INFO: Epoch: [4] [2820/3251] learning_rate: 0.198833 loss_vfl: 0.884603 loss_bbox: 0.345203 loss_dfl: 0.206666 loss: 1.421396 eta: 7 days, 18:34:32 batch_cost: 2.1397 data_cost: 0.0017 ips: 13.0862 images/s [11/11 23:11:50] ppdet.engine INFO: Epoch: [4] [2840/3251] learning_rate: 0.198830 loss_vfl: 0.856941 loss_bbox: 0.324816 loss_dfl: 0.195422 loss: 1.354559 eta: 7 days, 18:33:11 batch_cost: 2.0754 data_cost: 0.0009 ips: 13.4917 images/s [11/11 23:12:38] ppdet.engine INFO: Epoch: [4] [2860/3251] learning_rate: 0.198827 loss_vfl: 0.849266 loss_bbox: 0.308083 loss_dfl: 0.185994 loss: 1.351928 eta: 7 days, 18:32:40 batch_cost: 2.2038 data_cost: 0.0009 ips: 12.7051 images/s [11/11 23:13:22] ppdet.engine INFO: Epoch: [4] [2880/3251] learning_rate: 0.198824 loss_vfl: 0.862651 loss_bbox: 0.315043 loss_dfl: 0.195660 loss: 1.360625 eta: 7 days, 18:31:13 batch_cost: 2.0594 data_cost: 0.0009 ips: 13.5961 images/s [11/11 23:14:10] ppdet.engine INFO: Epoch: [4] [2900/3251] learning_rate: 0.198821 loss_vfl: 0.877954 loss_bbox: 0.320062 loss_dfl: 0.213742 loss: 1.399172 eta: 7 days, 18:30:52 batch_cost: 2.2290 data_cost: 0.0016 ips: 12.5619 images/s [11/11 23:14:57] ppdet.engine INFO: Epoch: [4] [2920/3251] learning_rate: 0.198818 loss_vfl: 0.857932 loss_bbox: 0.310325 loss_dfl: 0.198503 loss: 1.369330 eta: 7 days, 18:30:17 batch_cost: 2.1936 data_cost: 0.0012 ips: 12.7645 images/s [11/11 23:15:43] ppdet.engine INFO: Epoch: [4] [2940/3251] learning_rate: 0.198815 loss_vfl: 0.865008 loss_bbox: 0.356671 loss_dfl: 0.218523 loss: 1.395385 eta: 7 days, 18:29:52 batch_cost: 2.2191 data_cost: 0.0009 ips: 12.6179 images/s [11/11 23:16:27] ppdet.engine INFO: Epoch: [4] [2960/3251] learning_rate: 0.198812 loss_vfl: 0.866865 loss_bbox: 0.294993 loss_dfl: 0.194604 loss: 1.383266 eta: 7 days, 18:28:44 batch_cost: 2.1077 data_cost: 0.0010 ips: 13.2849 images/s [11/11 23:17:13] ppdet.engine INFO: Epoch: [4] [2980/3251] learning_rate: 0.198809 loss_vfl: 0.846112 loss_bbox: 0.316585 loss_dfl: 0.200688 loss: 1.401990 eta: 7 days, 18:28:05 batch_cost: 2.1831 data_cost: 0.0010 ips: 12.8259 images/s [11/11 23:17:58] ppdet.engine INFO: Epoch: [4] [3000/3251] learning_rate: 0.198806 loss_vfl: 0.878973 loss_bbox: 0.377541 loss_dfl: 0.220737 loss: 1.430187 eta: 7 days, 18:27:04 batch_cost: 2.1261 data_cost: 0.0010 ips: 13.1696 images/s [11/11 23:18:43] ppdet.engine INFO: Epoch: [4] [3020/3251] learning_rate: 0.198804 loss_vfl: 0.871708 loss_bbox: 0.317148 loss_dfl: 0.188714 loss: 1.384383 eta: 7 days, 18:25:51 batch_cost: 2.0961 data_cost: 0.0011 ips: 13.3581 images/s [11/11 23:19:28] ppdet.engine INFO: Epoch: [4] [3040/3251] learning_rate: 0.198801 loss_vfl: 0.855915 loss_bbox: 0.276519 loss_dfl: 0.181567 loss: 1.329267 eta: 7 days, 18:25:05 batch_cost: 2.1642 data_cost: 0.0016 ips: 12.9380 images/s [11/11 23:20:13] ppdet.engine INFO: Epoch: [4] [3060/3251] learning_rate: 0.198798 loss_vfl: 0.859126 loss_bbox: 0.281372 loss_dfl: 0.166934 loss: 1.307534 eta: 7 days, 18:24:15 batch_cost: 2.1530 data_cost: 0.0011 ips: 13.0052 images/s [11/11 23:21:00] ppdet.engine INFO: Epoch: [4] [3080/3251] learning_rate: 0.198795 loss_vfl: 0.894020 loss_bbox: 0.306522 loss_dfl: 0.205587 loss: 1.396006 eta: 7 days, 18:23:26 batch_cost: 2.1590 data_cost: 0.0010 ips: 12.9688 images/s [11/11 23:21:48] ppdet.engine INFO: Epoch: [4] [3100/3251] learning_rate: 0.198792 loss_vfl: 0.867399 loss_bbox: 0.290291 loss_dfl: 0.182146 loss: 1.356923 eta: 7 days, 18:23:38 batch_cost: 2.3137 data_cost: 0.0009 ips: 12.1016 images/s [11/11 23:22:33] ppdet.engine INFO: Epoch: [4] [3120/3251] learning_rate: 0.198789 loss_vfl: 0.862062 loss_bbox: 0.300982 loss_dfl: 0.186400 loss: 1.350487 eta: 7 days, 18:22:16 batch_cost: 2.0714 data_cost: 0.0010 ips: 13.5173 images/s [11/11 23:23:21] ppdet.engine INFO: Epoch: [4] [3140/3251] learning_rate: 0.198786 loss_vfl: 0.866431 loss_bbox: 0.291835 loss_dfl: 0.178641 loss: 1.337104 eta: 7 days, 18:22:03 batch_cost: 2.2503 data_cost: 0.0009 ips: 12.4427 images/s [11/11 23:24:08] ppdet.engine INFO: Epoch: [4] [3160/3251] learning_rate: 0.198783 loss_vfl: 0.882767 loss_bbox: 0.318357 loss_dfl: 0.192779 loss: 1.401659 eta: 7 days, 18:21:36 batch_cost: 2.2169 data_cost: 0.0010 ips: 12.6302 images/s [11/11 23:24:53] ppdet.engine INFO: Epoch: [4] [3180/3251] learning_rate: 0.198780 loss_vfl: 0.847373 loss_bbox: 0.366191 loss_dfl: 0.213297 loss: 1.430293 eta: 7 days, 18:20:28 batch_cost: 2.1064 data_cost: 0.0011 ips: 13.2931 images/s [11/11 23:25:41] ppdet.engine INFO: Epoch: [4] [3200/3251] learning_rate: 0.198777 loss_vfl: 0.869498 loss_bbox: 0.309408 loss_dfl: 0.194275 loss: 1.334201 eta: 7 days, 18:20:18 batch_cost: 2.2599 data_cost: 0.0011 ips: 12.3902 images/s [11/11 23:26:28] ppdet.engine INFO: Epoch: [4] [3220/3251] learning_rate: 0.198774 loss_vfl: 0.844401 loss_bbox: 0.297227 loss_dfl: 0.191161 loss: 1.363080 eta: 7 days, 18:19:51 batch_cost: 2.2147 data_cost: 0.0012 ips: 12.6428 images/s [11/11 23:27:10] ppdet.engine INFO: Epoch: [4] [3240/3251] learning_rate: 0.198770 loss_vfl: 0.858754 loss_bbox: 0.286085 loss_dfl: 0.179672 loss: 1.315666 eta: 7 days, 18:17:37 batch_cost: 1.9333 data_cost: 0.0016 ips: 14.4833 images/s [11/11 23:27:49] ppdet.engine INFO: Epoch: [5] [ 0/3251] learning_rate: 0.198769 loss_vfl: 0.858754 loss_bbox: 0.311006 loss_dfl: 0.189396 loss: 1.357832 eta: 7 days, 18:19:14 batch_cost: 2.3606 data_cost: 0.8084 ips: 11.8615 images/s [11/11 23:28:38] ppdet.engine INFO: Epoch: [5] [ 20/3251] learning_rate: 0.198766 loss_vfl: 0.858923 loss_bbox: 0.322355 loss_dfl: 0.200031 loss: 1.366296 eta: 7 days, 18:19:14 batch_cost: 2.2851 data_cost: 0.0012 ips: 12.2532 images/s [11/11 23:29:25] ppdet.engine INFO: Epoch: [5] [ 40/3251] learning_rate: 0.198763 loss_vfl: 0.866558 loss_bbox: 0.273324 loss_dfl: 0.191180 loss: 1.346230 eta: 7 days, 18:18:53 batch_cost: 2.2315 data_cost: 0.0010 ips: 12.5477 images/s [11/11 23:30:11] ppdet.engine INFO: Epoch: [5] [ 60/3251] learning_rate: 0.198760 loss_vfl: 0.853923 loss_bbox: 0.289310 loss_dfl: 0.179997 loss: 1.301938 eta: 7 days, 18:18:24 batch_cost: 2.2107 data_cost: 0.0010 ips: 12.6659 images/s [11/11 23:30:58] ppdet.engine INFO: Epoch: [5] [ 80/3251] learning_rate: 0.198757 loss_vfl: 0.876901 loss_bbox: 0.289204 loss_dfl: 0.196337 loss: 1.419883 eta: 7 days, 18:17:47 batch_cost: 2.1880 data_cost: 0.0011 ips: 12.7973 images/s [11/11 23:31:45] ppdet.engine INFO: Epoch: [5] [ 100/3251] learning_rate: 0.198754 loss_vfl: 0.873760 loss_bbox: 0.302163 loss_dfl: 0.210838 loss: 1.387127 eta: 7 days, 18:17:38 batch_cost: 2.2646 data_cost: 0.0011 ips: 12.3640 images/s [11/11 23:32:31] ppdet.engine INFO: Epoch: [5] [ 120/3251] learning_rate: 0.198751 loss_vfl: 0.855048 loss_bbox: 0.312923 loss_dfl: 0.200886 loss: 1.393341 eta: 7 days, 18:16:49 batch_cost: 2.1569 data_cost: 0.0010 ips: 12.9819 images/s [11/11 23:33:18] ppdet.engine INFO: Epoch: [5] [ 140/3251] learning_rate: 0.198748 loss_vfl: 0.867829 loss_bbox: 0.350532 loss_dfl: 0.203019 loss: 1.409950 eta: 7 days, 18:16:22 batch_cost: 2.2163 data_cost: 0.0009 ips: 12.6339 images/s [11/11 23:34:03] ppdet.engine INFO: Epoch: [5] [ 160/3251] learning_rate: 0.198745 loss_vfl: 0.854309 loss_bbox: 0.353319 loss_dfl: 0.210012 loss: 1.414732 eta: 7 days, 18:15:07 batch_cost: 2.0880 data_cost: 0.0016 ips: 13.4099 images/s [11/11 23:34:48] ppdet.engine INFO: Epoch: [5] [ 180/3251] learning_rate: 0.198741 loss_vfl: 0.861713 loss_bbox: 0.316658 loss_dfl: 0.205986 loss: 1.383599 eta: 7 days, 18:14:26 batch_cost: 2.1798 data_cost: 0.0010 ips: 12.8450 images/s [11/11 23:35:34] ppdet.engine INFO: Epoch: [5] [ 200/3251] learning_rate: 0.198738 loss_vfl: 0.853195 loss_bbox: 0.320630 loss_dfl: 0.192302 loss: 1.383273 eta: 7 days, 18:13:31 batch_cost: 2.1414 data_cost: 0.0010 ips: 13.0756 images/s [11/11 23:36:19] ppdet.engine INFO: Epoch: [5] [ 220/3251] learning_rate: 0.198735 loss_vfl: 0.872937 loss_bbox: 0.305551 loss_dfl: 0.195693 loss: 1.366420 eta: 7 days, 18:12:25 batch_cost: 2.1104 data_cost: 0.0015 ips: 13.2677 images/s [11/11 23:37:02] ppdet.engine INFO: Epoch: [5] [ 240/3251] learning_rate: 0.198732 loss_vfl: 0.880816 loss_bbox: 0.317154 loss_dfl: 0.205015 loss: 1.371954 eta: 7 days, 18:10:53 batch_cost: 2.0425 data_cost: 0.0009 ips: 13.7087 images/s [11/11 23:37:50] ppdet.engine INFO: Epoch: [5] [ 260/3251] learning_rate: 0.198729 loss_vfl: 0.833672 loss_bbox: 0.308881 loss_dfl: 0.191695 loss: 1.364167 eta: 7 days, 18:10:31 batch_cost: 2.2287 data_cost: 0.0010 ips: 12.5635 images/s [11/11 23:38:35] ppdet.engine INFO: Epoch: [5] [ 280/3251] learning_rate: 0.198726 loss_vfl: 0.863159 loss_bbox: 0.326805 loss_dfl: 0.203353 loss: 1.418579 eta: 7 days, 18:09:41 batch_cost: 2.1564 data_cost: 0.0013 ips: 12.9847 images/s [11/11 23:39:23] ppdet.engine INFO: Epoch: [5] [ 300/3251] learning_rate: 0.198723 loss_vfl: 0.838906 loss_bbox: 0.318623 loss_dfl: 0.198496 loss: 1.360020 eta: 7 days, 18:09:34 batch_cost: 2.2677 data_cost: 0.0010 ips: 12.3473 images/s [11/11 23:40:08] ppdet.engine INFO: Epoch: [5] [ 320/3251] learning_rate: 0.198720 loss_vfl: 0.856146 loss_bbox: 0.345883 loss_dfl: 0.210466 loss: 1.420499 eta: 7 days, 18:08:18 batch_cost: 2.0867 data_cost: 0.0145 ips: 13.4182 images/s [11/11 23:40:53] ppdet.engine INFO: Epoch: [5] [ 340/3251] learning_rate: 0.198717 loss_vfl: 0.858151 loss_bbox: 0.289468 loss_dfl: 0.183438 loss: 1.360922 eta: 7 days, 18:07:15 batch_cost: 2.1182 data_cost: 0.0010 ips: 13.2189 images/s [11/11 23:41:40] ppdet.engine INFO: Epoch: [5] [ 360/3251] learning_rate: 0.198714 loss_vfl: 0.862435 loss_bbox: 0.292499 loss_dfl: 0.184154 loss: 1.344514 eta: 7 days, 18:06:53 batch_cost: 2.2287 data_cost: 0.0132 ips: 12.5636 images/s [11/11 23:42:26] ppdet.engine INFO: Epoch: [5] [ 380/3251] learning_rate: 0.198711 loss_vfl: 0.860584 loss_bbox: 0.328284 loss_dfl: 0.213427 loss: 1.387988 eta: 7 days, 18:06:19 batch_cost: 2.1989 data_cost: 0.0010 ips: 12.7338 images/s [11/11 23:43:12] ppdet.engine INFO: Epoch: [5] [ 400/3251] learning_rate: 0.198708 loss_vfl: 0.839753 loss_bbox: 0.319974 loss_dfl: 0.196875 loss: 1.336751 eta: 7 days, 18:05:11 batch_cost: 2.1045 data_cost: 0.0010 ips: 13.3049 images/s [11/11 23:43:58] ppdet.engine INFO: Epoch: [5] [ 420/3251] learning_rate: 0.198705 loss_vfl: 0.857935 loss_bbox: 0.330484 loss_dfl: 0.202702 loss: 1.369168 eta: 7 days, 18:04:28 batch_cost: 2.1746 data_cost: 0.0015 ips: 12.8758 images/s [11/11 23:44:43] ppdet.engine INFO: Epoch: [5] [ 440/3251] learning_rate: 0.198701 loss_vfl: 0.863153 loss_bbox: 0.320727 loss_dfl: 0.204764 loss: 1.408126 eta: 7 days, 18:03:28 batch_cost: 2.1255 data_cost: 0.0016 ips: 13.1737 images/s [11/11 23:45:29] ppdet.engine INFO: Epoch: [5] [ 460/3251] learning_rate: 0.198698 loss_vfl: 0.826550 loss_bbox: 0.356039 loss_dfl: 0.215834 loss: 1.413740 eta: 7 days, 18:02:42 batch_cost: 2.1653 data_cost: 0.0009 ips: 12.9314 images/s [11/11 23:46:13] ppdet.engine INFO: Epoch: [5] [ 480/3251] learning_rate: 0.198695 loss_vfl: 0.857509 loss_bbox: 0.311776 loss_dfl: 0.194963 loss: 1.357789 eta: 7 days, 18:01:32 batch_cost: 2.1015 data_cost: 0.0011 ips: 13.3236 images/s [11/11 23:47:02] ppdet.engine INFO: Epoch: [5] [ 500/3251] learning_rate: 0.198692 loss_vfl: 0.870321 loss_bbox: 0.324759 loss_dfl: 0.197896 loss: 1.418814 eta: 7 days, 18:01:45 batch_cost: 2.3243 data_cost: 0.0018 ips: 12.0464 images/s [11/11 23:47:48] ppdet.engine INFO: Epoch: [5] [ 520/3251] learning_rate: 0.198689 loss_vfl: 0.861308 loss_bbox: 0.291950 loss_dfl: 0.181590 loss: 1.326517 eta: 7 days, 18:01:06 batch_cost: 2.1829 data_cost: 0.0011 ips: 12.8268 images/s [11/11 23:48:33] ppdet.engine INFO: Epoch: [5] [ 540/3251] learning_rate: 0.198686 loss_vfl: 0.837920 loss_bbox: 0.338123 loss_dfl: 0.206699 loss: 1.382861 eta: 7 days, 18:00:15 batch_cost: 2.1516 data_cost: 0.0009 ips: 13.0137 images/s [11/11 23:49:19] ppdet.engine INFO: Epoch: [5] [ 560/3251] learning_rate: 0.198683 loss_vfl: 0.855188 loss_bbox: 0.380890 loss_dfl: 0.229241 loss: 1.448557 eta: 7 days, 17:59:35 batch_cost: 2.1806 data_cost: 0.0009 ips: 12.8404 images/s [11/11 23:50:03] ppdet.engine INFO: Epoch: [5] [ 580/3251] learning_rate: 0.198680 loss_vfl: 0.862771 loss_bbox: 0.307744 loss_dfl: 0.199097 loss: 1.375167 eta: 7 days, 17:58:21 batch_cost: 2.0901 data_cost: 0.0010 ips: 13.3967 images/s [11/11 23:50:47] ppdet.engine INFO: Epoch: [5] [ 600/3251] learning_rate: 0.198676 loss_vfl: 0.855515 loss_bbox: 0.312381 loss_dfl: 0.195026 loss: 1.370720 eta: 7 days, 17:57:01 batch_cost: 2.0707 data_cost: 0.0009 ips: 13.5217 images/s [11/11 23:51:34] ppdet.engine INFO: Epoch: [5] [ 620/3251] learning_rate: 0.198673 loss_vfl: 0.853065 loss_bbox: 0.311749 loss_dfl: 0.186100 loss: 1.345643 eta: 7 days, 17:56:19 batch_cost: 2.1759 data_cost: 0.0012 ips: 12.8682 images/s [11/11 23:52:20] ppdet.engine INFO: Epoch: [5] [ 640/3251] learning_rate: 0.198670 loss_vfl: 0.857550 loss_bbox: 0.315902 loss_dfl: 0.202395 loss: 1.398880 eta: 7 days, 17:55:26 batch_cost: 2.1457 data_cost: 0.0010 ips: 13.0494 images/s [11/11 23:53:05] ppdet.engine INFO: Epoch: [5] [ 660/3251] learning_rate: 0.198667 loss_vfl: 0.853574 loss_bbox: 0.328051 loss_dfl: 0.201141 loss: 1.377257 eta: 7 days, 17:54:08 batch_cost: 2.0765 data_cost: 0.0010 ips: 13.4841 images/s [11/11 23:53:50] ppdet.engine INFO: Epoch: [5] [ 680/3251] learning_rate: 0.198664 loss_vfl: 0.870715 loss_bbox: 0.293228 loss_dfl: 0.179038 loss: 1.353863 eta: 7 days, 17:53:21 batch_cost: 2.1622 data_cost: 0.0014 ips: 12.9495 images/s [11/11 23:54:36] ppdet.engine INFO: Epoch: [5] [ 700/3251] learning_rate: 0.198661 loss_vfl: 0.858995 loss_bbox: 0.337147 loss_dfl: 0.214630 loss: 1.411156 eta: 7 days, 17:52:56 batch_cost: 2.2222 data_cost: 0.0012 ips: 12.5999 images/s [11/11 23:55:22] ppdet.engine INFO: Epoch: [5] [ 720/3251] learning_rate: 0.198658 loss_vfl: 0.892932 loss_bbox: 0.304888 loss_dfl: 0.198322 loss: 1.385893 eta: 7 days, 17:51:48 batch_cost: 2.1047 data_cost: 0.0010 ips: 13.3038 images/s [11/11 23:56:07] ppdet.engine INFO: Epoch: [5] [ 740/3251] learning_rate: 0.198654 loss_vfl: 0.856772 loss_bbox: 0.299029 loss_dfl: 0.190290 loss: 1.354498 eta: 7 days, 17:50:45 batch_cost: 2.1158 data_cost: 0.0016 ips: 13.2336 images/s [11/11 23:56:54] ppdet.engine INFO: Epoch: [5] [ 760/3251] learning_rate: 0.198651 loss_vfl: 0.854746 loss_bbox: 0.347260 loss_dfl: 0.208973 loss: 1.413615 eta: 7 days, 17:50:30 batch_cost: 2.2502 data_cost: 0.0009 ips: 12.4435 images/s [11/11 23:57:40] ppdet.engine INFO: Epoch: [5] [ 780/3251] learning_rate: 0.198648 loss_vfl: 0.852476 loss_bbox: 0.281182 loss_dfl: 0.176325 loss: 1.317569 eta: 7 days, 17:49:39 batch_cost: 2.1512 data_cost: 0.0011 ips: 13.0158 images/s [11/11 23:58:25] ppdet.engine INFO: Epoch: [5] [ 800/3251] learning_rate: 0.198645 loss_vfl: 0.867994 loss_bbox: 0.280103 loss_dfl: 0.175393 loss: 1.315500 eta: 7 days, 17:48:12 batch_cost: 2.0520 data_cost: 0.0010 ips: 13.6451 images/s [11/11 23:59:13] ppdet.engine INFO: Epoch: [5] [ 820/3251] learning_rate: 0.198642 loss_vfl: 0.883826 loss_bbox: 0.304556 loss_dfl: 0.199926 loss: 1.370133 eta: 7 days, 17:48:02 batch_cost: 2.2642 data_cost: 0.0014 ips: 12.3666 images/s [11/11 23:59:57] ppdet.engine INFO: Epoch: [5] [ 840/3251] learning_rate: 0.198639 loss_vfl: 0.872361 loss_bbox: 0.318522 loss_dfl: 0.190841 loss: 1.363232 eta: 7 days, 17:46:49 batch_cost: 2.0886 data_cost: 0.0010 ips: 13.4062 images/s [11/12 00:00:45] ppdet.engine INFO: Epoch: [5] [ 860/3251] learning_rate: 0.198635 loss_vfl: 0.867100 loss_bbox: 0.299171 loss_dfl: 0.184027 loss: 1.342303 eta: 7 days, 17:46:28 batch_cost: 2.2327 data_cost: 0.0010 ips: 12.5408 images/s [11/12 00:01:30] ppdet.engine INFO: Epoch: [5] [ 880/3251] learning_rate: 0.198632 loss_vfl: 0.853737 loss_bbox: 0.300068 loss_dfl: 0.201752 loss: 1.354238 eta: 7 days, 17:45:17 batch_cost: 2.0967 data_cost: 0.0010 ips: 13.3541 images/s [11/12 00:02:14] ppdet.engine INFO: Epoch: [5] [ 900/3251] learning_rate: 0.198629 loss_vfl: 0.853858 loss_bbox: 0.337214 loss_dfl: 0.206923 loss: 1.399328 eta: 7 days, 17:44:04 batch_cost: 2.0892 data_cost: 0.0010 ips: 13.4025 images/s [11/12 00:03:01] ppdet.engine INFO: Epoch: [5] [ 920/3251] learning_rate: 0.198626 loss_vfl: 0.828750 loss_bbox: 0.302485 loss_dfl: 0.199628 loss: 1.364332 eta: 7 days, 17:43:46 batch_cost: 2.2403 data_cost: 0.0009 ips: 12.4981 images/s [11/12 00:03:46] ppdet.engine INFO: Epoch: [5] [ 940/3251] learning_rate: 0.198623 loss_vfl: 0.875255 loss_bbox: 0.319906 loss_dfl: 0.208561 loss: 1.423371 eta: 7 days, 17:42:45 batch_cost: 2.1240 data_cost: 0.0010 ips: 13.1829 images/s [11/12 00:04:32] ppdet.engine INFO: Epoch: [5] [ 960/3251] learning_rate: 0.198619 loss_vfl: 0.870869 loss_bbox: 0.306092 loss_dfl: 0.194544 loss: 1.369495 eta: 7 days, 17:41:50 batch_cost: 2.1390 data_cost: 0.0013 ips: 13.0901 images/s [11/12 00:05:18] ppdet.engine INFO: Epoch: [5] [ 980/3251] learning_rate: 0.198616 loss_vfl: 0.862940 loss_bbox: 0.313692 loss_dfl: 0.204567 loss: 1.382277 eta: 7 days, 17:40:58 batch_cost: 2.1467 data_cost: 0.0017 ips: 13.0433 images/s [11/12 00:06:04] ppdet.engine INFO: Epoch: [5] [1000/3251] learning_rate: 0.198613 loss_vfl: 0.861152 loss_bbox: 0.304973 loss_dfl: 0.192403 loss: 1.344987 eta: 7 days, 17:40:26 batch_cost: 2.2017 data_cost: 0.0010 ips: 12.7176 images/s [11/12 00:06:50] ppdet.engine INFO: Epoch: [5] [1020/3251] learning_rate: 0.198610 loss_vfl: 0.864992 loss_bbox: 0.328920 loss_dfl: 0.200139 loss: 1.380445 eta: 7 days, 17:39:31 batch_cost: 2.1389 data_cost: 0.0010 ips: 13.0906 images/s [11/12 00:07:37] ppdet.engine INFO: Epoch: [5] [1040/3251] learning_rate: 0.198607 loss_vfl: 0.866949 loss_bbox: 0.303137 loss_dfl: 0.199544 loss: 1.353371 eta: 7 days, 17:38:56 batch_cost: 2.1954 data_cost: 0.0010 ips: 12.7542 images/s [11/12 00:08:23] ppdet.engine INFO: Epoch: [5] [1060/3251] learning_rate: 0.198603 loss_vfl: 0.878454 loss_bbox: 0.330823 loss_dfl: 0.198675 loss: 1.406492 eta: 7 days, 17:38:06 batch_cost: 2.1547 data_cost: 0.0012 ips: 12.9950 images/s [11/12 00:09:09] ppdet.engine INFO: Epoch: [5] [1080/3251] learning_rate: 0.198600 loss_vfl: 0.850188 loss_bbox: 0.339091 loss_dfl: 0.221938 loss: 1.381545 eta: 7 days, 17:37:25 batch_cost: 2.1776 data_cost: 0.0009 ips: 12.8581 images/s [11/12 00:09:56] ppdet.engine INFO: Epoch: [5] [1100/3251] learning_rate: 0.198597 loss_vfl: 0.856166 loss_bbox: 0.331931 loss_dfl: 0.197204 loss: 1.426955 eta: 7 days, 17:36:37 batch_cost: 2.1590 data_cost: 0.0011 ips: 12.9690 images/s [11/12 00:10:41] ppdet.engine INFO: Epoch: [5] [1120/3251] learning_rate: 0.198594 loss_vfl: 0.868168 loss_bbox: 0.344758 loss_dfl: 0.196427 loss: 1.367126 eta: 7 days, 17:35:34 batch_cost: 2.1145 data_cost: 0.0010 ips: 13.2420 images/s [11/12 00:11:28] ppdet.engine INFO: Epoch: [5] [1140/3251] learning_rate: 0.198591 loss_vfl: 0.869541 loss_bbox: 0.294400 loss_dfl: 0.198408 loss: 1.365299 eta: 7 days, 17:34:56 batch_cost: 2.1855 data_cost: 0.0009 ips: 12.8118 images/s [11/12 00:12:14] ppdet.engine INFO: Epoch: [5] [1160/3251] learning_rate: 0.198587 loss_vfl: 0.886904 loss_bbox: 0.326338 loss_dfl: 0.214166 loss: 1.406366 eta: 7 days, 17:34:06 batch_cost: 2.1551 data_cost: 0.0010 ips: 12.9922 images/s [11/12 00:12:58] ppdet.engine INFO: Epoch: [5] [1180/3251] learning_rate: 0.198584 loss_vfl: 0.864640 loss_bbox: 0.331103 loss_dfl: 0.210755 loss: 1.410626 eta: 7 days, 17:32:49 batch_cost: 2.0761 data_cost: 0.0011 ips: 13.4868 images/s [11/12 00:13:45] ppdet.engine INFO: Epoch: [5] [1200/3251] learning_rate: 0.198581 loss_vfl: 0.861924 loss_bbox: 0.304850 loss_dfl: 0.190851 loss: 1.359259 eta: 7 days, 17:32:15 batch_cost: 2.1964 data_cost: 0.0016 ips: 12.7479 images/s [11/12 00:14:30] ppdet.engine INFO: Epoch: [5] [1220/3251] learning_rate: 0.198578 loss_vfl: 0.860018 loss_bbox: 0.333660 loss_dfl: 0.205152 loss: 1.408764 eta: 7 days, 17:31:05 batch_cost: 2.0957 data_cost: 0.0010 ips: 13.3609 images/s [11/12 00:15:16] ppdet.engine INFO: Epoch: [5] [1240/3251] learning_rate: 0.198574 loss_vfl: 0.877362 loss_bbox: 0.357647 loss_dfl: 0.216147 loss: 1.416792 eta: 7 days, 17:30:38 batch_cost: 2.2167 data_cost: 0.0010 ips: 12.6316 images/s [11/12 00:16:02] ppdet.engine INFO: Epoch: [5] [1260/3251] learning_rate: 0.198571 loss_vfl: 0.855528 loss_bbox: 0.314337 loss_dfl: 0.196225 loss: 1.355770 eta: 7 days, 17:29:43 batch_cost: 2.1385 data_cost: 0.0011 ips: 13.0932 images/s [11/12 00:16:45] ppdet.engine INFO: Epoch: [5] [1280/3251] learning_rate: 0.198568 loss_vfl: 0.864706 loss_bbox: 0.316679 loss_dfl: 0.189450 loss: 1.349161 eta: 7 days, 17:28:31 batch_cost: 2.0905 data_cost: 0.0009 ips: 13.3940 images/s [11/12 00:17:31] ppdet.engine INFO: Epoch: [5] [1300/3251] learning_rate: 0.198565 loss_vfl: 0.864140 loss_bbox: 0.317758 loss_dfl: 0.195176 loss: 1.375807 eta: 7 days, 17:27:35 batch_cost: 2.1354 data_cost: 0.0022 ips: 13.1123 images/s [11/12 00:18:18] ppdet.engine INFO: Epoch: [5] [1320/3251] learning_rate: 0.198561 loss_vfl: 0.842440 loss_bbox: 0.316555 loss_dfl: 0.187392 loss: 1.348339 eta: 7 days, 17:26:43 batch_cost: 2.1473 data_cost: 0.0011 ips: 13.0398 images/s [11/12 00:19:04] ppdet.engine INFO: Epoch: [5] [1340/3251] learning_rate: 0.198558 loss_vfl: 0.859265 loss_bbox: 0.356761 loss_dfl: 0.211406 loss: 1.409806 eta: 7 days, 17:25:55 batch_cost: 2.1571 data_cost: 0.0011 ips: 12.9803 images/s [11/12 00:19:50] ppdet.engine INFO: Epoch: [5] [1360/3251] learning_rate: 0.198555 loss_vfl: 0.877590 loss_bbox: 0.319683 loss_dfl: 0.191356 loss: 1.383298 eta: 7 days, 17:25:01 batch_cost: 2.1395 data_cost: 0.0009 ips: 13.0873 images/s [11/12 00:20:37] ppdet.engine INFO: Epoch: [5] [1380/3251] learning_rate: 0.198551 loss_vfl: 0.856990 loss_bbox: 0.322629 loss_dfl: 0.210518 loss: 1.406897 eta: 7 days, 17:24:42 batch_cost: 2.2412 data_cost: 0.0011 ips: 12.4932 images/s [11/12 00:21:21] ppdet.engine INFO: Epoch: [5] [1400/3251] learning_rate: 0.198548 loss_vfl: 0.847976 loss_bbox: 0.331759 loss_dfl: 0.202661 loss: 1.359781 eta: 7 days, 17:23:25 batch_cost: 2.0753 data_cost: 0.0010 ips: 13.4919 images/s [11/12 00:22:07] ppdet.engine INFO: Epoch: [5] [1420/3251] learning_rate: 0.198545 loss_vfl: 0.859314 loss_bbox: 0.321276 loss_dfl: 0.196832 loss: 1.385682 eta: 7 days, 17:23:04 batch_cost: 2.2335 data_cost: 0.0015 ips: 12.5361 images/s [11/12 00:22:51] ppdet.engine INFO: Epoch: [5] [1440/3251] learning_rate: 0.198542 loss_vfl: 0.851446 loss_bbox: 0.328525 loss_dfl: 0.193673 loss: 1.426445 eta: 7 days, 17:21:48 batch_cost: 2.0792 data_cost: 0.0010 ips: 13.4667 images/s [11/12 00:23:40] ppdet.engine INFO: Epoch: [5] [1460/3251] learning_rate: 0.198538 loss_vfl: 0.850286 loss_bbox: 0.330685 loss_dfl: 0.212601 loss: 1.414926 eta: 7 days, 17:21:53 batch_cost: 2.3080 data_cost: 0.0009 ips: 12.1316 images/s [11/12 00:24:27] ppdet.engine INFO: Epoch: [5] [1480/3251] learning_rate: 0.198535 loss_vfl: 0.859805 loss_bbox: 0.332322 loss_dfl: 0.200797 loss: 1.408076 eta: 7 days, 17:21:01 batch_cost: 2.1473 data_cost: 0.0016 ips: 13.0396 images/s [11/12 00:25:10] ppdet.engine INFO: Epoch: [5] [1500/3251] learning_rate: 0.198532 loss_vfl: 0.854969 loss_bbox: 0.328060 loss_dfl: 0.203510 loss: 1.377221 eta: 7 days, 17:19:33 batch_cost: 2.0433 data_cost: 0.0010 ips: 13.7034 images/s [11/12 00:25:56] ppdet.engine INFO: Epoch: [5] [1520/3251] learning_rate: 0.198528 loss_vfl: 0.844841 loss_bbox: 0.334569 loss_dfl: 0.203190 loss: 1.393920 eta: 7 days, 17:18:43 batch_cost: 2.1498 data_cost: 0.0012 ips: 13.0245 images/s [11/12 00:26:42] ppdet.engine INFO: Epoch: [5] [1540/3251] learning_rate: 0.198525 loss_vfl: 0.854958 loss_bbox: 0.319943 loss_dfl: 0.197205 loss: 1.379184 eta: 7 days, 17:18:09 batch_cost: 2.1975 data_cost: 0.0010 ips: 12.7420 images/s [11/12 00:27:29] ppdet.engine INFO: Epoch: [5] [1560/3251] learning_rate: 0.198522 loss_vfl: 0.850554 loss_bbox: 0.296514 loss_dfl: 0.189171 loss: 1.334263 eta: 7 days, 17:17:40 batch_cost: 2.2145 data_cost: 0.0010 ips: 12.6442 images/s [11/12 00:28:16] ppdet.engine INFO: Epoch: [5] [1580/3251] learning_rate: 0.198518 loss_vfl: 0.848770 loss_bbox: 0.321846 loss_dfl: 0.213324 loss: 1.399247 eta: 7 days, 17:17:20 batch_cost: 2.2387 data_cost: 0.0009 ips: 12.5071 images/s [11/12 00:29:01] ppdet.engine INFO: Epoch: [5] [1600/3251] learning_rate: 0.198515 loss_vfl: 0.865891 loss_bbox: 0.287644 loss_dfl: 0.193743 loss: 1.362217 eta: 7 days, 17:16:05 batch_cost: 2.0789 data_cost: 0.0009 ips: 13.4687 images/s [11/12 00:29:48] ppdet.engine INFO: Epoch: [5] [1620/3251] learning_rate: 0.198512 loss_vfl: 0.869008 loss_bbox: 0.333456 loss_dfl: 0.203437 loss: 1.415467 eta: 7 days, 17:15:49 batch_cost: 2.2488 data_cost: 0.0010 ips: 12.4511 images/s [11/12 00:30:33] ppdet.engine INFO: Epoch: [5] [1640/3251] learning_rate: 0.198509 loss_vfl: 0.859068 loss_bbox: 0.337074 loss_dfl: 0.209474 loss: 1.397982 eta: 7 days, 17:14:38 batch_cost: 2.0910 data_cost: 0.0011 ips: 13.3907 images/s [11/12 00:31:16] ppdet.engine INFO: Epoch: [5] [1660/3251] learning_rate: 0.198505 loss_vfl: 0.848895 loss_bbox: 0.309302 loss_dfl: 0.192452 loss: 1.354404 eta: 7 days, 17:13:12 batch_cost: 2.0474 data_cost: 0.0010 ips: 13.6758 images/s [11/12 00:32:02] ppdet.engine INFO: Epoch: [5] [1680/3251] learning_rate: 0.198502 loss_vfl: 0.835857 loss_bbox: 0.310674 loss_dfl: 0.216388 loss: 1.419058 eta: 7 days, 17:12:29 batch_cost: 2.1734 data_cost: 0.0009 ips: 12.8831 images/s [11/12 00:32:47] ppdet.engine INFO: Epoch: [5] [1700/3251] learning_rate: 0.198499 loss_vfl: 0.860205 loss_bbox: 0.321489 loss_dfl: 0.194147 loss: 1.405293 eta: 7 days, 17:11:37 batch_cost: 2.1446 data_cost: 0.0010 ips: 13.0559 images/s [11/12 00:33:34] ppdet.engine INFO: Epoch: [5] [1720/3251] learning_rate: 0.198495 loss_vfl: 0.881733 loss_bbox: 0.337205 loss_dfl: 0.204518 loss: 1.408495 eta: 7 days, 17:11:09 batch_cost: 2.2149 data_cost: 0.0014 ips: 12.6416 images/s [11/12 00:34:19] ppdet.engine INFO: Epoch: [5] [1740/3251] learning_rate: 0.198492 loss_vfl: 0.850526 loss_bbox: 0.335776 loss_dfl: 0.204448 loss: 1.392743 eta: 7 days, 17:10:23 batch_cost: 2.1638 data_cost: 0.0011 ips: 12.9403 images/s [11/12 00:35:07] ppdet.engine INFO: Epoch: [5] [1760/3251] learning_rate: 0.198489 loss_vfl: 0.874614 loss_bbox: 0.305002 loss_dfl: 0.195745 loss: 1.384859 eta: 7 days, 17:10:13 batch_cost: 2.2682 data_cost: 0.0010 ips: 12.3447 images/s [11/12 00:35:54] ppdet.engine INFO: Epoch: [5] [1780/3251] learning_rate: 0.198485 loss_vfl: 0.863055 loss_bbox: 0.328258 loss_dfl: 0.201606 loss: 1.367451 eta: 7 days, 17:09:50 batch_cost: 2.2302 data_cost: 0.0009 ips: 12.5547 images/s [11/12 00:36:39] ppdet.engine INFO: Epoch: [5] [1800/3251] learning_rate: 0.198482 loss_vfl: 0.873194 loss_bbox: 0.300310 loss_dfl: 0.189763 loss: 1.364878 eta: 7 days, 17:08:37 batch_cost: 2.0860 data_cost: 0.0010 ips: 13.4227 images/s [11/12 00:37:25] ppdet.engine INFO: Epoch: [5] [1820/3251] learning_rate: 0.198478 loss_vfl: 0.870789 loss_bbox: 0.294822 loss_dfl: 0.190985 loss: 1.368577 eta: 7 days, 17:07:53 batch_cost: 2.1676 data_cost: 0.0013 ips: 12.9175 images/s [11/12 00:38:11] ppdet.engine INFO: Epoch: [5] [1840/3251] learning_rate: 0.198475 loss_vfl: 0.870509 loss_bbox: 0.312913 loss_dfl: 0.196014 loss: 1.419882 eta: 7 days, 17:07:26 batch_cost: 2.2179 data_cost: 0.0009 ips: 12.6246 images/s [11/12 00:38:58] ppdet.engine INFO: Epoch: [5] [1860/3251] learning_rate: 0.198472 loss_vfl: 0.884073 loss_bbox: 0.315004 loss_dfl: 0.195313 loss: 1.406647 eta: 7 days, 17:06:33 batch_cost: 2.1430 data_cost: 0.0024 ips: 13.0658 images/s [11/12 00:39:43] ppdet.engine INFO: Epoch: [5] [1880/3251] learning_rate: 0.198468 loss_vfl: 0.876444 loss_bbox: 0.303895 loss_dfl: 0.197694 loss: 1.389511 eta: 7 days, 17:05:43 batch_cost: 2.1513 data_cost: 0.0011 ips: 13.0153 images/s [11/12 00:40:29] ppdet.engine INFO: Epoch: [5] [1900/3251] learning_rate: 0.198465 loss_vfl: 0.832352 loss_bbox: 0.320873 loss_dfl: 0.200960 loss: 1.406399 eta: 7 days, 17:05:07 batch_cost: 2.1927 data_cost: 0.0010 ips: 12.7698 images/s [11/12 00:41:16] ppdet.engine INFO: Epoch: [5] [1920/3251] learning_rate: 0.198462 loss_vfl: 0.844678 loss_bbox: 0.298512 loss_dfl: 0.185029 loss: 1.317746 eta: 7 days, 17:04:36 batch_cost: 2.2096 data_cost: 0.0010 ips: 12.6717 images/s [11/12 00:42:02] ppdet.engine INFO: Epoch: [5] [1940/3251] learning_rate: 0.198458 loss_vfl: 0.867164 loss_bbox: 0.357761 loss_dfl: 0.210793 loss: 1.389203 eta: 7 days, 17:03:58 batch_cost: 2.1869 data_cost: 0.0010 ips: 12.8034 images/s [11/12 00:42:48] ppdet.engine INFO: Epoch: [5] [1960/3251] learning_rate: 0.198455 loss_vfl: 0.865629 loss_bbox: 0.315535 loss_dfl: 0.191337 loss: 1.403355 eta: 7 days, 17:03:06 batch_cost: 2.1433 data_cost: 0.0011 ips: 13.0639 images/s [11/12 00:43:32] ppdet.engine INFO: Epoch: [5] [1980/3251] learning_rate: 0.198451 loss_vfl: 0.837768 loss_bbox: 0.305624 loss_dfl: 0.194505 loss: 1.368222 eta: 7 days, 17:02:01 batch_cost: 2.1071 data_cost: 0.0009 ips: 13.2882 images/s [11/12 00:44:18] ppdet.engine INFO: Epoch: [5] [2000/3251] learning_rate: 0.198448 loss_vfl: 0.873290 loss_bbox: 0.310418 loss_dfl: 0.200637 loss: 1.389254 eta: 7 days, 17:01:19 batch_cost: 2.1744 data_cost: 0.0009 ips: 12.8771 images/s [11/12 00:45:04] ppdet.engine INFO: Epoch: [5] [2020/3251] learning_rate: 0.198445 loss_vfl: 0.850203 loss_bbox: 0.286830 loss_dfl: 0.186784 loss: 1.327911 eta: 7 days, 16:59:59 batch_cost: 2.0626 data_cost: 0.0010 ips: 13.5750 images/s [11/12 00:45:49] ppdet.engine INFO: Epoch: [5] [2040/3251] learning_rate: 0.198441 loss_vfl: 0.846371 loss_bbox: 0.313165 loss_dfl: 0.201822 loss: 1.386073 eta: 7 days, 16:58:56 batch_cost: 2.1108 data_cost: 0.0012 ips: 13.2650 images/s [11/12 00:46:35] ppdet.engine INFO: Epoch: [5] [2060/3251] learning_rate: 0.198438 loss_vfl: 0.872366 loss_bbox: 0.344383 loss_dfl: 0.219112 loss: 1.430875 eta: 7 days, 16:58:33 batch_cost: 2.2325 data_cost: 0.0016 ips: 12.5421 images/s [11/12 00:47:19] ppdet.engine INFO: Epoch: [5] [2080/3251] learning_rate: 0.198434 loss_vfl: 0.839406 loss_bbox: 0.289648 loss_dfl: 0.187818 loss: 1.316797 eta: 7 days, 16:57:06 batch_cost: 2.0414 data_cost: 0.0009 ips: 13.7159 images/s [11/12 00:48:04] ppdet.engine INFO: Epoch: [5] [2100/3251] learning_rate: 0.198431 loss_vfl: 0.844981 loss_bbox: 0.345151 loss_dfl: 0.199027 loss: 1.392125 eta: 7 days, 16:56:00 batch_cost: 2.1017 data_cost: 0.0010 ips: 13.3223 images/s [11/12 00:48:51] ppdet.engine INFO: Epoch: [5] [2120/3251] learning_rate: 0.198428 loss_vfl: 0.860409 loss_bbox: 0.297421 loss_dfl: 0.185848 loss: 1.358410 eta: 7 days, 16:55:16 batch_cost: 2.1676 data_cost: 0.0010 ips: 12.9177 images/s [11/12 00:49:38] ppdet.engine INFO: Epoch: [5] [2140/3251] learning_rate: 0.198424 loss_vfl: 0.850384 loss_bbox: 0.288540 loss_dfl: 0.177373 loss: 1.311139 eta: 7 days, 16:54:41 batch_cost: 2.1971 data_cost: 0.0015 ips: 12.7441 images/s [11/12 00:50:24] ppdet.engine INFO: Epoch: [5] [2160/3251] learning_rate: 0.198421 loss_vfl: 0.855614 loss_bbox: 0.296854 loss_dfl: 0.184804 loss: 1.340543 eta: 7 days, 16:53:49 batch_cost: 2.1439 data_cost: 0.0015 ips: 13.0605 images/s [11/12 00:51:09] ppdet.engine INFO: Epoch: [5] [2180/3251] learning_rate: 0.198417 loss_vfl: 0.871598 loss_bbox: 0.299113 loss_dfl: 0.192587 loss: 1.381285 eta: 7 days, 16:52:52 batch_cost: 2.1310 data_cost: 0.0010 ips: 13.1394 images/s [11/12 00:51:56] ppdet.engine INFO: Epoch: [5] [2200/3251] learning_rate: 0.198414 loss_vfl: 0.857931 loss_bbox: 0.331878 loss_dfl: 0.220025 loss: 1.437078 eta: 7 days, 16:52:37 batch_cost: 2.2543 data_cost: 0.0010 ips: 12.4207 images/s [11/12 00:52:41] ppdet.engine INFO: Epoch: [5] [2220/3251] learning_rate: 0.198411 loss_vfl: 0.833340 loss_bbox: 0.297844 loss_dfl: 0.191387 loss: 1.324968 eta: 7 days, 16:51:45 batch_cost: 2.1448 data_cost: 0.0009 ips: 13.0549 images/s [11/12 00:53:26] ppdet.engine INFO: Epoch: [5] [2240/3251] learning_rate: 0.198407 loss_vfl: 0.857302 loss_bbox: 0.281753 loss_dfl: 0.177974 loss: 1.303094 eta: 7 days, 16:50:59 batch_cost: 2.1635 data_cost: 0.0009 ips: 12.9421 images/s [11/12 00:54:13] ppdet.engine INFO: Epoch: [5] [2260/3251] learning_rate: 0.198404 loss_vfl: 0.846625 loss_bbox: 0.321676 loss_dfl: 0.198196 loss: 1.367882 eta: 7 days, 16:50:32 batch_cost: 2.2195 data_cost: 0.0011 ips: 12.6153 images/s [11/12 00:54:59] ppdet.engine INFO: Epoch: [5] [2280/3251] learning_rate: 0.198400 loss_vfl: 0.850986 loss_bbox: 0.317923 loss_dfl: 0.191042 loss: 1.361508 eta: 7 days, 16:49:18 batch_cost: 2.0795 data_cost: 0.0011 ips: 13.4651 images/s [11/12 00:55:45] ppdet.engine INFO: Epoch: [5] [2300/3251] learning_rate: 0.198397 loss_vfl: 0.872398 loss_bbox: 0.260644 loss_dfl: 0.172941 loss: 1.312043 eta: 7 days, 16:48:12 batch_cost: 2.1014 data_cost: 0.0019 ips: 13.3246 images/s [11/12 00:56:30] ppdet.engine INFO: Epoch: [5] [2320/3251] learning_rate: 0.198393 loss_vfl: 0.858426 loss_bbox: 0.320164 loss_dfl: 0.199829 loss: 1.383954 eta: 7 days, 16:47:36 batch_cost: 2.1929 data_cost: 0.0010 ips: 12.7685 images/s [11/12 00:57:15] ppdet.engine INFO: Epoch: [5] [2340/3251] learning_rate: 0.198390 loss_vfl: 0.835638 loss_bbox: 0.335124 loss_dfl: 0.207362 loss: 1.369456 eta: 7 days, 16:46:46 batch_cost: 2.1484 data_cost: 0.0009 ips: 13.0331 images/s [11/12 00:58:01] ppdet.engine INFO: Epoch: [5] [2360/3251] learning_rate: 0.198386 loss_vfl: 0.869062 loss_bbox: 0.287550 loss_dfl: 0.187381 loss: 1.351261 eta: 7 days, 16:46:01 batch_cost: 2.1670 data_cost: 0.0010 ips: 12.9209 images/s [11/12 00:58:48] ppdet.engine INFO: Epoch: [5] [2380/3251] learning_rate: 0.198383 loss_vfl: 0.851122 loss_bbox: 0.301625 loss_dfl: 0.180461 loss: 1.362203 eta: 7 days, 16:45:25 batch_cost: 2.1931 data_cost: 0.0010 ips: 12.7674 images/s [11/12 00:59:35] ppdet.engine INFO: Epoch: [5] [2400/3251] learning_rate: 0.198379 loss_vfl: 0.860654 loss_bbox: 0.327540 loss_dfl: 0.208166 loss: 1.387038 eta: 7 days, 16:44:55 batch_cost: 2.2095 data_cost: 0.0012 ips: 12.6726 images/s [11/12 01:00:20] ppdet.engine INFO: Epoch: [5] [2420/3251] learning_rate: 0.198376 loss_vfl: 0.849747 loss_bbox: 0.353687 loss_dfl: 0.214853 loss: 1.439498 eta: 7 days, 16:43:48 batch_cost: 2.1001 data_cost: 0.0010 ips: 13.3329 images/s [11/12 01:01:06] ppdet.engine INFO: Epoch: [5] [2440/3251] learning_rate: 0.198373 loss_vfl: 0.872913 loss_bbox: 0.290089 loss_dfl: 0.181988 loss: 1.341683 eta: 7 days, 16:43:07 batch_cost: 2.1776 data_cost: 0.0014 ips: 12.8582 images/s [11/12 01:01:52] ppdet.engine INFO: Epoch: [5] [2460/3251] learning_rate: 0.198369 loss_vfl: 0.850381 loss_bbox: 0.313304 loss_dfl: 0.197395 loss: 1.357798 eta: 7 days, 16:42:20 batch_cost: 2.1584 data_cost: 0.0027 ips: 12.9724 images/s [11/12 01:02:36] ppdet.engine INFO: Epoch: [5] [2480/3251] learning_rate: 0.198366 loss_vfl: 0.857597 loss_bbox: 0.319867 loss_dfl: 0.198320 loss: 1.367671 eta: 7 days, 16:41:27 batch_cost: 2.1416 data_cost: 0.0010 ips: 13.0743 images/s [11/12 01:03:21] ppdet.engine INFO: Epoch: [5] [2500/3251] learning_rate: 0.198362 loss_vfl: 0.874670 loss_bbox: 0.325519 loss_dfl: 0.195773 loss: 1.406520 eta: 7 days, 16:40:08 batch_cost: 2.0611 data_cost: 0.0009 ips: 13.5852 images/s [11/12 01:04:09] ppdet.engine INFO: Epoch: [5] [2520/3251] learning_rate: 0.198359 loss_vfl: 0.852784 loss_bbox: 0.334654 loss_dfl: 0.197612 loss: 1.402620 eta: 7 days, 16:39:55 batch_cost: 2.2620 data_cost: 0.0010 ips: 12.3784 images/s [11/12 01:04:53] ppdet.engine INFO: Epoch: [5] [2540/3251] learning_rate: 0.198355 loss_vfl: 0.850473 loss_bbox: 0.338086 loss_dfl: 0.209637 loss: 1.388014 eta: 7 days, 16:38:44 batch_cost: 2.0856 data_cost: 0.0011 ips: 13.4256 images/s [11/12 01:05:38] ppdet.engine INFO: Epoch: [5] [2560/3251] learning_rate: 0.198352 loss_vfl: 0.852760 loss_bbox: 0.320583 loss_dfl: 0.193093 loss: 1.383868 eta: 7 days, 16:37:57 batch_cost: 2.1614 data_cost: 0.0010 ips: 12.9547 images/s [11/12 01:06:25] ppdet.engine INFO: Epoch: [5] [2580/3251] learning_rate: 0.198348 loss_vfl: 0.861092 loss_bbox: 0.330128 loss_dfl: 0.206240 loss: 1.424128 eta: 7 days, 16:37:06 batch_cost: 2.1442 data_cost: 0.0012 ips: 13.0584 images/s [11/12 01:07:14] ppdet.engine INFO: Epoch: [5] [2600/3251] learning_rate: 0.198345 loss_vfl: 0.861423 loss_bbox: 0.341850 loss_dfl: 0.200900 loss: 1.422044 eta: 7 days, 16:37:21 batch_cost: 2.3506 data_cost: 0.0009 ips: 11.9119 images/s [11/12 01:07:59] ppdet.engine INFO: Epoch: [5] [2620/3251] learning_rate: 0.198341 loss_vfl: 0.873413 loss_bbox: 0.321687 loss_dfl: 0.206190 loss: 1.430373 eta: 7 days, 16:36:37 batch_cost: 2.1681 data_cost: 0.0010 ips: 12.9145 images/s [11/12 01:08:44] ppdet.engine INFO: Epoch: [5] [2640/3251] learning_rate: 0.198338 loss_vfl: 0.866743 loss_bbox: 0.281350 loss_dfl: 0.177326 loss: 1.315763 eta: 7 days, 16:35:46 batch_cost: 2.1465 data_cost: 0.0010 ips: 13.0447 images/s [11/12 01:09:31] ppdet.engine INFO: Epoch: [5] [2660/3251] learning_rate: 0.198334 loss_vfl: 0.840706 loss_bbox: 0.319644 loss_dfl: 0.191937 loss: 1.341662 eta: 7 days, 16:34:58 batch_cost: 2.1573 data_cost: 0.0009 ips: 12.9793 images/s [11/12 01:10:16] ppdet.engine INFO: Epoch: [5] [2680/3251] learning_rate: 0.198331 loss_vfl: 0.861237 loss_bbox: 0.329065 loss_dfl: 0.211235 loss: 1.415353 eta: 7 days, 16:34:01 batch_cost: 2.1270 data_cost: 0.0009 ips: 13.1639 images/s [11/12 01:11:04] ppdet.engine INFO: Epoch: [5] [2700/3251] learning_rate: 0.198327 loss_vfl: 0.863607 loss_bbox: 0.317362 loss_dfl: 0.194308 loss: 1.379321 eta: 7 days, 16:33:39 batch_cost: 2.2375 data_cost: 0.0010 ips: 12.5138 images/s [11/12 01:11:50] ppdet.engine INFO: Epoch: [5] [2720/3251] learning_rate: 0.198324 loss_vfl: 0.873157 loss_bbox: 0.288979 loss_dfl: 0.198221 loss: 1.390021 eta: 7 days, 16:32:31 batch_cost: 2.0934 data_cost: 0.0011 ips: 13.3754 images/s [11/12 01:12:35] ppdet.engine INFO: Epoch: [5] [2740/3251] learning_rate: 0.198320 loss_vfl: 0.864796 loss_bbox: 0.336596 loss_dfl: 0.198911 loss: 1.407030 eta: 7 days, 16:31:29 batch_cost: 2.1130 data_cost: 0.0009 ips: 13.2513 images/s [11/12 01:13:21] ppdet.engine INFO: Epoch: [5] [2760/3251] learning_rate: 0.198317 loss_vfl: 0.839497 loss_bbox: 0.306798 loss_dfl: 0.203965 loss: 1.348138 eta: 7 days, 16:30:39 batch_cost: 2.1490 data_cost: 0.0014 ips: 13.0293 images/s [11/12 01:14:05] ppdet.engine INFO: Epoch: [5] [2780/3251] learning_rate: 0.198313 loss_vfl: 0.856662 loss_bbox: 0.333529 loss_dfl: 0.208614 loss: 1.408437 eta: 7 days, 16:29:34 batch_cost: 2.1033 data_cost: 0.0010 ips: 13.3125 images/s [11/12 01:14:52] ppdet.engine INFO: Epoch: [5] [2800/3251] learning_rate: 0.198309 loss_vfl: 0.873356 loss_bbox: 0.370980 loss_dfl: 0.225787 loss: 1.439431 eta: 7 days, 16:28:56 batch_cost: 2.1877 data_cost: 0.0009 ips: 12.7990 images/s [11/12 01:15:39] ppdet.engine INFO: Epoch: [5] [2820/3251] learning_rate: 0.198306 loss_vfl: 0.879039 loss_bbox: 0.308485 loss_dfl: 0.188469 loss: 1.376890 eta: 7 days, 16:28:36 batch_cost: 2.2441 data_cost: 0.0010 ips: 12.4772 images/s [11/12 01:16:26] ppdet.engine INFO: Epoch: [5] [2840/3251] learning_rate: 0.198302 loss_vfl: 0.828378 loss_bbox: 0.330965 loss_dfl: 0.200125 loss: 1.361355 eta: 7 days, 16:28:13 batch_cost: 2.2313 data_cost: 0.0011 ips: 12.5487 images/s [11/12 01:17:11] ppdet.engine INFO: Epoch: [5] [2860/3251] learning_rate: 0.198299 loss_vfl: 0.851571 loss_bbox: 0.324584 loss_dfl: 0.209375 loss: 1.414985 eta: 7 days, 16:27:24 batch_cost: 2.1544 data_cost: 0.0011 ips: 12.9969 images/s [11/12 01:17:55] ppdet.engine INFO: Epoch: [5] [2880/3251] learning_rate: 0.198295 loss_vfl: 0.877628 loss_bbox: 0.297503 loss_dfl: 0.181445 loss: 1.333048 eta: 7 days, 16:26:13 batch_cost: 2.0826 data_cost: 0.0009 ips: 13.4445 images/s [11/12 01:18:42] ppdet.engine INFO: Epoch: [5] [2900/3251] learning_rate: 0.198292 loss_vfl: 0.862109 loss_bbox: 0.302651 loss_dfl: 0.190412 loss: 1.354332 eta: 7 days, 16:25:28 batch_cost: 2.1661 data_cost: 0.0010 ips: 12.9264 images/s [11/12 01:19:25] ppdet.engine INFO: Epoch: [5] [2920/3251] learning_rate: 0.198288 loss_vfl: 0.852637 loss_bbox: 0.309268 loss_dfl: 0.202024 loss: 1.371333 eta: 7 days, 16:23:59 batch_cost: 2.0275 data_cost: 0.0015 ips: 13.8101 images/s [11/12 01:20:10] ppdet.engine INFO: Epoch: [5] [2940/3251] learning_rate: 0.198285 loss_vfl: 0.857092 loss_bbox: 0.345883 loss_dfl: 0.214062 loss: 1.434452 eta: 7 days, 16:22:49 batch_cost: 2.0855 data_cost: 0.0013 ips: 13.4263 images/s [11/12 01:20:58] ppdet.engine INFO: Epoch: [5] [2960/3251] learning_rate: 0.198281 loss_vfl: 0.851743 loss_bbox: 0.328430 loss_dfl: 0.204308 loss: 1.365923 eta: 7 days, 16:22:40 batch_cost: 2.2780 data_cost: 0.0010 ips: 12.2915 images/s [11/12 01:21:43] ppdet.engine INFO: Epoch: [5] [2980/3251] learning_rate: 0.198277 loss_vfl: 0.865629 loss_bbox: 0.309009 loss_dfl: 0.191433 loss: 1.372295 eta: 7 days, 16:21:44 batch_cost: 2.1306 data_cost: 0.0010 ips: 13.1420 images/s [11/12 01:22:29] ppdet.engine INFO: Epoch: [5] [3000/3251] learning_rate: 0.198274 loss_vfl: 0.870053 loss_bbox: 0.328245 loss_dfl: 0.203324 loss: 1.396970 eta: 7 days, 16:20:51 batch_cost: 2.1393 data_cost: 0.0010 ips: 13.0881 images/s [11/12 01:23:15] ppdet.engine INFO: Epoch: [5] [3020/3251] learning_rate: 0.198270 loss_vfl: 0.850620 loss_bbox: 0.333760 loss_dfl: 0.205465 loss: 1.398871 eta: 7 days, 16:20:11 batch_cost: 2.1826 data_cost: 0.0010 ips: 12.8288 images/s [11/12 01:24:01] ppdet.engine INFO: Epoch: [5] [3040/3251] learning_rate: 0.198267 loss_vfl: 0.897341 loss_bbox: 0.301938 loss_dfl: 0.185488 loss: 1.376431 eta: 7 days, 16:19:23 batch_cost: 2.1539 data_cost: 0.0012 ips: 12.9999 images/s [11/12 01:24:45] ppdet.engine INFO: Epoch: [5] [3060/3251] learning_rate: 0.198263 loss_vfl: 0.866027 loss_bbox: 0.283377 loss_dfl: 0.191371 loss: 1.332078 eta: 7 days, 16:17:56 batch_cost: 2.0320 data_cost: 0.0010 ips: 13.7793 images/s [11/12 01:25:31] ppdet.engine INFO: Epoch: [5] [3080/3251] learning_rate: 0.198260 loss_vfl: 0.862294 loss_bbox: 0.310693 loss_dfl: 0.187953 loss: 1.365029 eta: 7 days, 16:17:02 batch_cost: 2.1378 data_cost: 0.0009 ips: 13.0975 images/s [11/12 01:26:16] ppdet.engine INFO: Epoch: [5] [3100/3251] learning_rate: 0.198256 loss_vfl: 0.868304 loss_bbox: 0.299527 loss_dfl: 0.187295 loss: 1.367321 eta: 7 days, 16:16:07 batch_cost: 2.1302 data_cost: 0.0020 ips: 13.1444 images/s [11/12 01:27:02] ppdet.engine INFO: Epoch: [5] [3120/3251] learning_rate: 0.198252 loss_vfl: 0.879301 loss_bbox: 0.309520 loss_dfl: 0.195750 loss: 1.380166 eta: 7 days, 16:15:19 batch_cost: 2.1562 data_cost: 0.0011 ips: 12.9860 images/s [11/12 01:27:49] ppdet.engine INFO: Epoch: [5] [3140/3251] learning_rate: 0.198249 loss_vfl: 0.881199 loss_bbox: 0.315258 loss_dfl: 0.191300 loss: 1.389324 eta: 7 days, 16:15:05 batch_cost: 2.2630 data_cost: 0.0009 ips: 12.3730 images/s [11/12 01:28:35] ppdet.engine INFO: Epoch: [5] [3160/3251] learning_rate: 0.198245 loss_vfl: 0.852637 loss_bbox: 0.335439 loss_dfl: 0.200953 loss: 1.411865 eta: 7 days, 16:14:21 batch_cost: 2.1680 data_cost: 0.0010 ips: 12.9151 images/s [11/12 01:29:21] ppdet.engine INFO: Epoch: [5] [3180/3251] learning_rate: 0.198242 loss_vfl: 0.832407 loss_bbox: 0.340417 loss_dfl: 0.200799 loss: 1.372116 eta: 7 days, 16:13:53 batch_cost: 2.2187 data_cost: 0.0011 ips: 12.6198 images/s [11/12 01:30:06] ppdet.engine INFO: Epoch: [5] [3200/3251] learning_rate: 0.198238 loss_vfl: 0.848065 loss_bbox: 0.323024 loss_dfl: 0.207477 loss: 1.352368 eta: 7 days, 16:13:01 batch_cost: 2.1428 data_cost: 0.0014 ips: 13.0670 images/s [11/12 01:30:51] ppdet.engine INFO: Epoch: [5] [3220/3251] learning_rate: 0.198234 loss_vfl: 0.837932 loss_bbox: 0.362569 loss_dfl: 0.217637 loss: 1.415454 eta: 7 days, 16:11:41 batch_cost: 2.0535 data_cost: 0.0009 ips: 13.6355 images/s [11/12 01:31:35] ppdet.engine INFO: Epoch: [5] [3240/3251] learning_rate: 0.198231 loss_vfl: 0.833518 loss_bbox: 0.330415 loss_dfl: 0.197658 loss: 1.388334 eta: 7 days, 16:10:10 batch_cost: 2.0184 data_cost: 0.0014 ips: 13.8723 images/s [11/12 01:31:53] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_lcnet_2_5x_640_mainbody [11/12 01:31:54] ppdet.engine INFO: Eval iter: 0 [11/12 01:32:42] ppdet.engine INFO: Eval iter: 100 [11/12 01:33:09] ppdet.engine INFO: Eval iter: 200 [11/12 01:33:36] ppdet.engine INFO: Eval iter: 300 [11/12 01:34:03] ppdet.engine INFO: Eval iter: 400 [11/12 01:34:31] ppdet.engine INFO: Eval iter: 500 [11/12 01:35:00] ppdet.engine INFO: Eval iter: 600 [11/12 01:35:28] ppdet.engine INFO: Eval iter: 700 [11/12 01:35:55] ppdet.engine INFO: Eval iter: 800 [11/12 01:36:23] ppdet.engine INFO: Eval iter: 900 [11/12 01:36:49] ppdet.engine INFO: Eval iter: 1000 [11/12 01:37:16] ppdet.engine INFO: Eval iter: 1100 [11/12 01:37:41] ppdet.engine INFO: Eval iter: 1200 [11/12 01:38:07] ppdet.engine INFO: Eval iter: 1300 [11/12 01:38:33] ppdet.engine INFO: Eval iter: 1400 [11/12 01:39:00] ppdet.engine INFO: Eval iter: 1500 [11/12 01:39:27] ppdet.engine INFO: Eval iter: 1600 [11/12 01:39:53] ppdet.engine INFO: Eval iter: 1700 [11/12 01:40:20] ppdet.engine INFO: Eval iter: 1800 [11/12 01:40:47] ppdet.engine INFO: Eval iter: 1900 [11/12 01:41:13] ppdet.engine INFO: Eval iter: 2000 [11/12 01:41:41] ppdet.engine INFO: Eval iter: 2100 [11/12 01:42:08] ppdet.engine INFO: Eval iter: 2200 [11/12 01:42:35] ppdet.engine INFO: Eval iter: 2300 [11/12 01:43:34] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json. loading annotations into memory... Done (t=1.16s) creating index... index created! [11/12 01:43:36] ppdet.metrics.coco_utils INFO: Start evaluate... Loading and preparing results... DONE (t=17.89s) creating index... index created! Running per image evaluation... Evaluate annotation type *bbox* DONE (t=374.47s). Accumulating evaluation results... DONE (t=30.10s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.341 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.538 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.357 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.171 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.381 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.464 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.076 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.365 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.562 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.309 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.578 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.735 [11/12 01:50:42] ppdet.engine INFO: Total sample number: 19074, averge FPS: 28.6321137181614 [11/12 01:50:42] ppdet.engine INFO: Best test bbox ap is 0.341. [11/12 01:50:42] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_lcnet_2_5x_640_mainbody [11/12 01:50:44] ppdet.engine INFO: Epoch: [6] [ 0/3251] learning_rate: 0.198229 loss_vfl: 0.840524 loss_bbox: 0.332279 loss_dfl: 0.210453 loss: 1.395899 eta: 7 days, 16:06:13 batch_cost: 1.4079 data_cost: 0.0014 ips: 19.8877 images/s [11/12 01:51:29] ppdet.engine INFO: Epoch: [6] [ 20/3251] learning_rate: 0.198225 loss_vfl: 0.838739 loss_bbox: 0.280474 loss_dfl: 0.193354 loss: 1.379419 eta: 7 days, 16:05:13 batch_cost: 2.1142 data_cost: 0.0019 ips: 13.2441 images/s [11/12 01:52:16] ppdet.engine INFO: Epoch: [6] [ 40/3251] learning_rate: 0.198221 loss_vfl: 0.853210 loss_bbox: 0.317857 loss_dfl: 0.201666 loss: 1.416797 eta: 7 days, 16:04:27 batch_cost: 2.1600 data_cost: 0.0012 ips: 12.9632 images/s [11/12 01:53:02] ppdet.engine INFO: Epoch: [6] [ 60/3251] learning_rate: 0.198218 loss_vfl: 0.849892 loss_bbox: 0.308271 loss_dfl: 0.191463 loss: 1.346276 eta: 7 days, 16:03:48 batch_cost: 2.1829 data_cost: 0.0011 ips: 12.8272 images/s [11/12 01:53:47] ppdet.engine INFO: Epoch: [6] [ 80/3251] learning_rate: 0.198214 loss_vfl: 0.852648 loss_bbox: 0.311504 loss_dfl: 0.191449 loss: 1.353852 eta: 7 days, 16:02:48 batch_cost: 2.1181 data_cost: 0.0010 ips: 13.2194 images/s [11/12 01:54:34] ppdet.engine INFO: Epoch: [6] [ 100/3251] learning_rate: 0.198211 loss_vfl: 0.848922 loss_bbox: 0.319923 loss_dfl: 0.208653 loss: 1.402989 eta: 7 days, 16:02:27 batch_cost: 2.2389 data_cost: 0.0012 ips: 12.5062 images/s [11/12 01:55:21] ppdet.engine INFO: Epoch: [6] [ 120/3251] learning_rate: 0.198207 loss_vfl: 0.877855 loss_bbox: 0.297542 loss_dfl: 0.188953 loss: 1.343866 eta: 7 days, 16:01:54 batch_cost: 2.2011 data_cost: 0.0009 ips: 12.7209 images/s [11/12 01:56:06] ppdet.engine INFO: Epoch: [6] [ 140/3251] learning_rate: 0.198203 loss_vfl: 0.876567 loss_bbox: 0.339606 loss_dfl: 0.202279 loss: 1.367841 eta: 7 days, 16:00:44 batch_cost: 2.0849 data_cost: 0.0011 ips: 13.4296 images/s [11/12 01:56:51] ppdet.engine INFO: Epoch: [6] [ 160/3251] learning_rate: 0.198200 loss_vfl: 0.847255 loss_bbox: 0.321908 loss_dfl: 0.204117 loss: 1.351613 eta: 7 days, 15:59:46 batch_cost: 2.1203 data_cost: 0.0011 ips: 13.2056 images/s [11/12 01:57:38] ppdet.engine INFO: Epoch: [6] [ 180/3251] learning_rate: 0.198196 loss_vfl: 0.865770 loss_bbox: 0.307327 loss_dfl: 0.197358 loss: 1.362083 eta: 7 days, 15:58:47 batch_cost: 2.1189 data_cost: 0.0012 ips: 13.2143 images/s [11/12 01:58:26] ppdet.engine INFO: Epoch: [6] [ 200/3251] learning_rate: 0.198192 loss_vfl: 0.841521 loss_bbox: 0.272119 loss_dfl: 0.177945 loss: 1.322077 eta: 7 days, 15:58:28 batch_cost: 2.2483 data_cost: 0.0013 ips: 12.4537 images/s [11/12 01:59:15] ppdet.engine INFO: Epoch: [6] [ 220/3251] learning_rate: 0.198189 loss_vfl: 0.845719 loss_bbox: 0.328595 loss_dfl: 0.200899 loss: 1.366316 eta: 7 days, 15:58:37 batch_cost: 2.3368 data_cost: 0.0009 ips: 11.9822 images/s [11/12 02:00:03] ppdet.engine INFO: Epoch: [6] [ 240/3251] learning_rate: 0.198185 loss_vfl: 0.877116 loss_bbox: 0.311741 loss_dfl: 0.194669 loss: 1.384578 eta: 7 days, 15:58:16 batch_cost: 2.2416 data_cost: 0.0009 ips: 12.4910 images/s [11/12 02:00:47] ppdet.engine INFO: Epoch: [6] [ 260/3251] learning_rate: 0.198181 loss_vfl: 0.869375 loss_bbox: 0.314271 loss_dfl: 0.199571 loss: 1.361624 eta: 7 days, 15:56:59 batch_cost: 2.0593 data_cost: 0.0010 ips: 13.5970 images/s [11/12 02:01:34] ppdet.engine INFO: Epoch: [6] [ 280/3251] learning_rate: 0.198178 loss_vfl: 0.843316 loss_bbox: 0.271034 loss_dfl: 0.168179 loss: 1.286985 eta: 7 days, 15:56:24 batch_cost: 2.1963 data_cost: 0.0012 ips: 12.7488 images/s [11/12 02:02:21] ppdet.engine INFO: Epoch: [6] [ 300/3251] learning_rate: 0.198174 loss_vfl: 0.862094 loss_bbox: 0.326258 loss_dfl: 0.204352 loss: 1.381825 eta: 7 days, 15:56:00 batch_cost: 2.2314 data_cost: 0.0009 ips: 12.5481 images/s [11/12 02:03:07] ppdet.engine INFO: Epoch: [6] [ 320/3251] learning_rate: 0.198170 loss_vfl: 0.861072 loss_bbox: 0.309083 loss_dfl: 0.187145 loss: 1.357522 eta: 7 days, 15:55:23 batch_cost: 2.1904 data_cost: 0.0010 ips: 12.7828 images/s [11/12 02:03:52] ppdet.engine INFO: Epoch: [6] [ 340/3251] learning_rate: 0.198167 loss_vfl: 0.861568 loss_bbox: 0.285063 loss_dfl: 0.190751 loss: 1.344536 eta: 7 days, 15:54:27 batch_cost: 2.1264 data_cost: 0.0010 ips: 13.1676 images/s [11/12 02:04:38] ppdet.engine INFO: Epoch: [6] [ 360/3251] learning_rate: 0.198163 loss_vfl: 0.870912 loss_bbox: 0.330405 loss_dfl: 0.209789 loss: 1.414159 eta: 7 days, 15:53:44 batch_cost: 2.1715 data_cost: 0.0009 ips: 12.8943 images/s [11/12 02:05:24] ppdet.engine INFO: Epoch: [6] [ 380/3251] learning_rate: 0.198159 loss_vfl: 0.849269 loss_bbox: 0.325088 loss_dfl: 0.199948 loss: 1.380280 eta: 7 days, 15:53:11 batch_cost: 2.2026 data_cost: 0.0010 ips: 12.7122 images/s [11/12 02:06:07] ppdet.engine INFO: Epoch: [6] [ 400/3251] learning_rate: 0.198156 loss_vfl: 0.854318 loss_bbox: 0.312759 loss_dfl: 0.199375 loss: 1.363484 eta: 7 days, 15:51:38 batch_cost: 2.0068 data_cost: 0.0010 ips: 13.9524 images/s [11/12 02:06:52] ppdet.engine INFO: Epoch: [6] [ 420/3251] learning_rate: 0.198152 loss_vfl: 0.856853 loss_bbox: 0.293798 loss_dfl: 0.192420 loss: 1.347103 eta: 7 days, 15:50:50 batch_cost: 2.1550 data_cost: 0.0009 ips: 12.9930 images/s [11/12 02:07:39] ppdet.engine INFO: Epoch: [6] [ 440/3251] learning_rate: 0.198148 loss_vfl: 0.862167 loss_bbox: 0.326503 loss_dfl: 0.201328 loss: 1.412138 eta: 7 days, 15:50:23 batch_cost: 2.2219 data_cost: 0.0010 ips: 12.6017 images/s [11/12 02:08:27] ppdet.engine INFO: Epoch: [6] [ 460/3251] learning_rate: 0.198144 loss_vfl: 0.854484 loss_bbox: 0.328672 loss_dfl: 0.201543 loss: 1.399205 eta: 7 days, 15:50:00 batch_cost: 2.2355 data_cost: 0.0011 ips: 12.5249 images/s [11/12 02:09:13] ppdet.engine INFO: Epoch: [6] [ 480/3251] learning_rate: 0.198141 loss_vfl: 0.852083 loss_bbox: 0.314863 loss_dfl: 0.199104 loss: 1.369263 eta: 7 days, 15:49:24 batch_cost: 2.1933 data_cost: 0.0009 ips: 12.7660 images/s [11/12 02:09:59] ppdet.engine INFO: Epoch: [6] [ 500/3251] learning_rate: 0.198137 loss_vfl: 0.854286 loss_bbox: 0.315067 loss_dfl: 0.202609 loss: 1.371061 eta: 7 days, 15:48:46 batch_cost: 2.1853 data_cost: 0.0009 ips: 12.8129 images/s [11/12 02:10:42] ppdet.engine INFO: Epoch: [6] [ 520/3251] learning_rate: 0.198133 loss_vfl: 0.843511 loss_bbox: 0.308338 loss_dfl: 0.188356 loss: 1.348214 eta: 7 days, 15:47:26 batch_cost: 2.0503 data_cost: 0.0009 ips: 13.6566 images/s [11/12 02:11:28] ppdet.engine INFO: Epoch: [6] [ 540/3251] learning_rate: 0.198130 loss_vfl: 0.878097 loss_bbox: 0.284264 loss_dfl: 0.190960 loss: 1.335592 eta: 7 days, 15:46:42 batch_cost: 2.1651 data_cost: 0.0010 ips: 12.9323 images/s [11/12 02:12:12] ppdet.engine INFO: Epoch: [6] [ 560/3251] learning_rate: 0.198126 loss_vfl: 0.882860 loss_bbox: 0.343852 loss_dfl: 0.213522 loss: 1.456891 eta: 7 days, 15:45:30 batch_cost: 2.0750 data_cost: 0.0010 ips: 13.4939 images/s [11/12 02:12:57] ppdet.engine INFO: Epoch: [6] [ 580/3251] learning_rate: 0.198122 loss_vfl: 0.843737 loss_bbox: 0.326712 loss_dfl: 0.198638 loss: 1.393803 eta: 7 days, 15:44:49 batch_cost: 2.1773 data_cost: 0.0010 ips: 12.8600 images/s [11/12 02:13:44] ppdet.engine INFO: Epoch: [6] [ 600/3251] learning_rate: 0.198118 loss_vfl: 0.868172 loss_bbox: 0.291515 loss_dfl: 0.193237 loss: 1.352355 eta: 7 days, 15:44:19 batch_cost: 2.2135 data_cost: 0.0012 ips: 12.6498 images/s [11/12 02:14:29] ppdet.engine INFO: Epoch: [6] [ 620/3251] learning_rate: 0.198115 loss_vfl: 0.860838 loss_bbox: 0.321029 loss_dfl: 0.206750 loss: 1.373208 eta: 7 days, 15:43:06 batch_cost: 2.0696 data_cost: 0.0010 ips: 13.5293 images/s [11/12 02:15:14] ppdet.engine INFO: Epoch: [6] [ 640/3251] learning_rate: 0.198111 loss_vfl: 0.841513 loss_bbox: 0.300458 loss_dfl: 0.198316 loss: 1.369445 eta: 7 days, 15:41:59 batch_cost: 2.0898 data_cost: 0.0009 ips: 13.3985 images/s [11/12 02:16:01] ppdet.engine INFO: Epoch: [6] [ 660/3251] learning_rate: 0.198107 loss_vfl: 0.834482 loss_bbox: 0.295724 loss_dfl: 0.195908 loss: 1.344765 eta: 7 days, 15:41:32 batch_cost: 2.2232 data_cost: 0.0010 ips: 12.5946 images/s [11/12 02:16:47] ppdet.engine INFO: Epoch: [6] [ 680/3251] learning_rate: 0.198103 loss_vfl: 0.860540 loss_bbox: 0.322826 loss_dfl: 0.200943 loss: 1.390163 eta: 7 days, 15:41:06 batch_cost: 2.2274 data_cost: 0.0010 ips: 12.5705 images/s [11/12 02:17:32] ppdet.engine INFO: Epoch: [6] [ 700/3251] learning_rate: 0.198100 loss_vfl: 0.855477 loss_bbox: 0.342140 loss_dfl: 0.213486 loss: 1.400102 eta: 7 days, 15:39:42 batch_cost: 2.0329 data_cost: 0.0009 ips: 13.7737 images/s [11/12 02:18:19] ppdet.engine INFO: Epoch: [6] [ 720/3251] learning_rate: 0.198096 loss_vfl: 0.856097 loss_bbox: 0.311375 loss_dfl: 0.198546 loss: 1.376147 eta: 7 days, 15:39:22 batch_cost: 2.2451 data_cost: 0.0010 ips: 12.4718 images/s [11/12 02:19:04] ppdet.engine INFO: Epoch: [6] [ 740/3251] learning_rate: 0.198092 loss_vfl: 0.844735 loss_bbox: 0.326354 loss_dfl: 0.209765 loss: 1.374499 eta: 7 days, 15:38:23 batch_cost: 2.1187 data_cost: 0.0010 ips: 13.2157 images/s [11/12 02:19:50] ppdet.engine INFO: Epoch: [6] [ 760/3251] learning_rate: 0.198088 loss_vfl: 0.876134 loss_bbox: 0.310957 loss_dfl: 0.189129 loss: 1.365618 eta: 7 days, 15:37:35 batch_cost: 2.1520 data_cost: 0.0010 ips: 13.0113 images/s [11/12 02:20:37] ppdet.engine INFO: Epoch: [6] [ 780/3251] learning_rate: 0.198085 loss_vfl: 0.857740 loss_bbox: 0.300710 loss_dfl: 0.200372 loss: 1.361597 eta: 7 days, 15:36:54 batch_cost: 2.1758 data_cost: 0.0009 ips: 12.8689 images/s [11/12 02:21:22] ppdet.engine INFO: Epoch: [6] [ 800/3251] learning_rate: 0.198081 loss_vfl: 0.869910 loss_bbox: 0.316154 loss_dfl: 0.203636 loss: 1.391153 eta: 7 days, 15:35:51 batch_cost: 2.1047 data_cost: 0.0014 ips: 13.3037 images/s [11/12 02:22:08] ppdet.engine INFO: Epoch: [6] [ 820/3251] learning_rate: 0.198077 loss_vfl: 0.849968 loss_bbox: 0.296786 loss_dfl: 0.188677 loss: 1.323829 eta: 7 days, 15:35:02 batch_cost: 2.1478 data_cost: 0.0010 ips: 13.0365 images/s [11/12 02:22:54] ppdet.engine INFO: Epoch: [6] [ 840/3251] learning_rate: 0.198073 loss_vfl: 0.841595 loss_bbox: 0.316743 loss_dfl: 0.199731 loss: 1.371128 eta: 7 days, 15:34:25 batch_cost: 2.1923 data_cost: 0.0010 ips: 12.7721 images/s [11/12 02:23:40] ppdet.engine INFO: Epoch: [6] [ 860/3251] learning_rate: 0.198070 loss_vfl: 0.870999 loss_bbox: 0.313851 loss_dfl: 0.190700 loss: 1.369180 eta: 7 days, 15:33:27 batch_cost: 2.1180 data_cost: 0.0010 ips: 13.2203 images/s [11/12 02:24:24] ppdet.engine INFO: Epoch: [6] [ 880/3251] learning_rate: 0.198066 loss_vfl: 0.873002 loss_bbox: 0.327580 loss_dfl: 0.203831 loss: 1.401952 eta: 7 days, 15:32:27 batch_cost: 2.1136 data_cost: 0.0010 ips: 13.2477 images/s [11/12 02:25:10] ppdet.engine INFO: Epoch: [6] [ 900/3251] learning_rate: 0.198062 loss_vfl: 0.855965 loss_bbox: 0.313763 loss_dfl: 0.190745 loss: 1.387861 eta: 7 days, 15:31:19 batch_cost: 2.0859 data_cost: 0.0010 ips: 13.4237 images/s [11/12 02:25:57] ppdet.engine INFO: Epoch: [6] [ 920/3251] learning_rate: 0.198058 loss_vfl: 0.842207 loss_bbox: 0.330576 loss_dfl: 0.202601 loss: 1.386216 eta: 7 days, 15:30:52 batch_cost: 2.2227 data_cost: 0.0009 ips: 12.5973 images/s [11/12 02:26:41] ppdet.engine INFO: Epoch: [6] [ 940/3251] learning_rate: 0.198054 loss_vfl: 0.864521 loss_bbox: 0.306078 loss_dfl: 0.185798 loss: 1.370359 eta: 7 days, 15:29:45 batch_cost: 2.0885 data_cost: 0.0009 ips: 13.4066 images/s [11/12 02:27:30] ppdet.engine INFO: Epoch: [6] [ 960/3251] learning_rate: 0.198051 loss_vfl: 0.864171 loss_bbox: 0.302543 loss_dfl: 0.197337 loss: 1.378237 eta: 7 days, 15:29:27 batch_cost: 2.2562 data_cost: 0.0015 ips: 12.4105 images/s [11/12 02:28:15] ppdet.engine INFO: Epoch: [6] [ 980/3251] learning_rate: 0.198047 loss_vfl: 0.867369 loss_bbox: 0.292889 loss_dfl: 0.183559 loss: 1.341028 eta: 7 days, 15:28:13 batch_cost: 2.0647 data_cost: 0.0011 ips: 13.5615 images/s [11/12 02:29:01] ppdet.engine INFO: Epoch: [6] [1000/3251] learning_rate: 0.198043 loss_vfl: 0.883810 loss_bbox: 0.282039 loss_dfl: 0.176624 loss: 1.337010 eta: 7 days, 15:27:32 batch_cost: 2.1739 data_cost: 0.0011 ips: 12.8801 images/s [11/12 02:29:47] ppdet.engine INFO: Epoch: [6] [1020/3251] learning_rate: 0.198039 loss_vfl: 0.839454 loss_bbox: 0.292295 loss_dfl: 0.186739 loss: 1.322912 eta: 7 days, 15:27:06 batch_cost: 2.2272 data_cost: 0.0011 ips: 12.5721 images/s [11/12 02:30:34] ppdet.engine INFO: Epoch: [6] [1040/3251] learning_rate: 0.198035 loss_vfl: 0.846102 loss_bbox: 0.300063 loss_dfl: 0.195797 loss: 1.363088 eta: 7 days, 15:26:37 batch_cost: 2.2170 data_cost: 0.0011 ips: 12.6295 images/s [11/12 02:31:19] ppdet.engine INFO: Epoch: [6] [1060/3251] learning_rate: 0.198032 loss_vfl: 0.848914 loss_bbox: 0.320005 loss_dfl: 0.193751 loss: 1.381593 eta: 7 days, 15:25:45 batch_cost: 2.1411 data_cost: 0.0009 ips: 13.0772 images/s [11/12 02:32:06] ppdet.engine INFO: Epoch: [6] [1080/3251] learning_rate: 0.198028 loss_vfl: 0.827658 loss_bbox: 0.312250 loss_dfl: 0.197757 loss: 1.340624 eta: 7 days, 15:25:26 batch_cost: 2.2499 data_cost: 0.0010 ips: 12.4450 images/s [11/12 02:32:50] ppdet.engine INFO: Epoch: [6] [1100/3251] learning_rate: 0.198024 loss_vfl: 0.873197 loss_bbox: 0.321422 loss_dfl: 0.204064 loss: 1.362942 eta: 7 days, 15:24:28 batch_cost: 2.1192 data_cost: 0.0010 ips: 13.2125 images/s [11/12 02:33:33] ppdet.engine INFO: Epoch: [6] [1120/3251] learning_rate: 0.198020 loss_vfl: 0.857973 loss_bbox: 0.350127 loss_dfl: 0.207342 loss: 1.407980 eta: 7 days, 15:23:05 batch_cost: 2.0348 data_cost: 0.0011 ips: 13.7608 images/s [11/12 02:34:20] ppdet.engine INFO: Epoch: [6] [1140/3251] learning_rate: 0.198016 loss_vfl: 0.863743 loss_bbox: 0.335206 loss_dfl: 0.200591 loss: 1.364636 eta: 7 days, 15:22:38 batch_cost: 2.2222 data_cost: 0.0009 ips: 12.6003 images/s [11/12 02:35:05] ppdet.engine INFO: Epoch: [6] [1160/3251] learning_rate: 0.198013 loss_vfl: 0.850886 loss_bbox: 0.284533 loss_dfl: 0.182103 loss: 1.342309 eta: 7 days, 15:21:28 batch_cost: 2.0775 data_cost: 0.0010 ips: 13.4780 images/s [11/12 02:35:51] ppdet.engine INFO: Epoch: [6] [1180/3251] learning_rate: 0.198009 loss_vfl: 0.880242 loss_bbox: 0.280393 loss_dfl: 0.184388 loss: 1.372682 eta: 7 days, 15:20:49 batch_cost: 2.1858 data_cost: 0.0015 ips: 12.8101 images/s [11/12 02:36:36] ppdet.engine INFO: Epoch: [6] [1200/3251] learning_rate: 0.198005 loss_vfl: 0.866875 loss_bbox: 0.290477 loss_dfl: 0.186812 loss: 1.356004 eta: 7 days, 15:20:07 batch_cost: 2.1698 data_cost: 0.0009 ips: 12.9042 images/s [11/12 02:37:23] ppdet.engine INFO: Epoch: [6] [1220/3251] learning_rate: 0.198001 loss_vfl: 0.852182 loss_bbox: 0.300115 loss_dfl: 0.193808 loss: 1.353552 eta: 7 days, 15:19:31 batch_cost: 2.1959 data_cost: 0.0010 ips: 12.7510 images/s [11/12 02:38:11] ppdet.engine INFO: Epoch: [6] [1240/3251] learning_rate: 0.197997 loss_vfl: 0.839282 loss_bbox: 0.330480 loss_dfl: 0.195228 loss: 1.359074 eta: 7 days, 15:19:04 batch_cost: 2.2246 data_cost: 0.0009 ips: 12.5863 images/s [11/12 02:38:59] ppdet.engine INFO: Epoch: [6] [1260/3251] learning_rate: 0.197993 loss_vfl: 0.855688 loss_bbox: 0.317430 loss_dfl: 0.196575 loss: 1.393166 eta: 7 days, 15:18:46 batch_cost: 2.2549 data_cost: 0.0010 ips: 12.4176 images/s [11/12 02:39:44] ppdet.engine INFO: Epoch: [6] [1280/3251] learning_rate: 0.197989 loss_vfl: 0.864563 loss_bbox: 0.269006 loss_dfl: 0.187415 loss: 1.359470 eta: 7 days, 15:17:46 batch_cost: 2.1100 data_cost: 0.0018 ips: 13.2704 images/s [11/12 02:40:30] ppdet.engine INFO: Epoch: [6] [1300/3251] learning_rate: 0.197986 loss_vfl: 0.870173 loss_bbox: 0.302531 loss_dfl: 0.180594 loss: 1.333478 eta: 7 days, 15:17:09 batch_cost: 2.1908 data_cost: 0.0009 ips: 12.7805 images/s [11/12 02:41:15] ppdet.engine INFO: Epoch: [6] [1320/3251] learning_rate: 0.197982 loss_vfl: 0.886024 loss_bbox: 0.296032 loss_dfl: 0.185113 loss: 1.377420 eta: 7 days, 15:15:43 batch_cost: 2.0229 data_cost: 0.0010 ips: 13.8414 images/s [11/12 02:42:02] ppdet.engine INFO: Epoch: [6] [1340/3251] learning_rate: 0.197978 loss_vfl: 0.823576 loss_bbox: 0.306487 loss_dfl: 0.193120 loss: 1.329376 eta: 7 days, 15:15:03 batch_cost: 2.1791 data_cost: 0.0010 ips: 12.8491 images/s [11/12 02:42:48] ppdet.engine INFO: Epoch: [6] [1360/3251] learning_rate: 0.197974 loss_vfl: 0.831328 loss_bbox: 0.348353 loss_dfl: 0.195146 loss: 1.378120 eta: 7 days, 15:14:34 batch_cost: 2.2188 data_cost: 0.0009 ips: 12.6196 images/s [11/12 02:43:33] ppdet.engine INFO: Epoch: [6] [1380/3251] learning_rate: 0.197970 loss_vfl: 0.861639 loss_bbox: 0.320121 loss_dfl: 0.200530 loss: 1.369481 eta: 7 days, 15:13:34 batch_cost: 2.1090 data_cost: 0.0009 ips: 13.2767 images/s [11/12 02:44:19] ppdet.engine INFO: Epoch: [6] [1400/3251] learning_rate: 0.197966 loss_vfl: 0.881491 loss_bbox: 0.324686 loss_dfl: 0.205600 loss: 1.384751 eta: 7 days, 15:12:41 batch_cost: 2.1343 data_cost: 0.0010 ips: 13.1190 images/s [11/12 02:45:04] ppdet.engine INFO: Epoch: [6] [1420/3251] learning_rate: 0.197962 loss_vfl: 0.871866 loss_bbox: 0.320161 loss_dfl: 0.200601 loss: 1.371117 eta: 7 days, 15:11:15 batch_cost: 2.0240 data_cost: 0.0014 ips: 13.8342 images/s [11/12 02:45:50] ppdet.engine INFO: Epoch: [6] [1440/3251] learning_rate: 0.197958 loss_vfl: 0.841690 loss_bbox: 0.301696 loss_dfl: 0.194344 loss: 1.307110 eta: 7 days, 15:10:29 batch_cost: 2.1581 data_cost: 0.0014 ips: 12.9741 images/s [11/12 02:46:36] ppdet.engine INFO: Epoch: [6] [1460/3251] learning_rate: 0.197955 loss_vfl: 0.873082 loss_bbox: 0.333915 loss_dfl: 0.208736 loss: 1.408127 eta: 7 days, 15:09:46 batch_cost: 2.1710 data_cost: 0.0009 ips: 12.8973 images/s [11/12 02:47:22] ppdet.engine INFO: Epoch: [6] [1480/3251] learning_rate: 0.197951 loss_vfl: 0.854583 loss_bbox: 0.309469 loss_dfl: 0.196117 loss: 1.365936 eta: 7 days, 15:08:53 batch_cost: 2.1349 data_cost: 0.0010 ips: 13.1155 images/s [11/12 02:48:07] ppdet.engine INFO: Epoch: [6] [1500/3251] learning_rate: 0.197947 loss_vfl: 0.865760 loss_bbox: 0.305886 loss_dfl: 0.198092 loss: 1.387995 eta: 7 days, 15:07:38 batch_cost: 2.0560 data_cost: 0.0011 ips: 13.6186 images/s [11/12 02:48:52] ppdet.engine INFO: Epoch: [6] [1520/3251] learning_rate: 0.197943 loss_vfl: 0.852729 loss_bbox: 0.336246 loss_dfl: 0.197946 loss: 1.377766 eta: 7 days, 15:06:52 batch_cost: 2.1596 data_cost: 0.0010 ips: 12.9655 images/s [11/12 02:49:36] ppdet.engine INFO: Epoch: [6] [1540/3251] learning_rate: 0.197939 loss_vfl: 0.863199 loss_bbox: 0.274931 loss_dfl: 0.181942 loss: 1.330123 eta: 7 days, 15:05:09 batch_cost: 1.9630 data_cost: 0.0009 ips: 14.2640 images/s [11/12 02:50:20] ppdet.engine INFO: Epoch: [6] [1560/3251] learning_rate: 0.197935 loss_vfl: 0.850317 loss_bbox: 0.336644 loss_dfl: 0.201695 loss: 1.408363 eta: 7 days, 15:03:51 batch_cost: 2.0481 data_cost: 0.0011 ips: 13.6713 images/s [11/12 02:51:07] ppdet.engine INFO: Epoch: [6] [1580/3251] learning_rate: 0.197931 loss_vfl: 0.865956 loss_bbox: 0.308790 loss_dfl: 0.192976 loss: 1.390860 eta: 7 days, 15:03:17 batch_cost: 2.1986 data_cost: 0.0012 ips: 12.7355 images/s [11/12 02:51:53] ppdet.engine INFO: Epoch: [6] [1600/3251] learning_rate: 0.197927 loss_vfl: 0.856656 loss_bbox: 0.269774 loss_dfl: 0.174679 loss: 1.324442 eta: 7 days, 15:02:32 batch_cost: 2.1628 data_cost: 0.0010 ips: 12.9464 images/s [11/12 02:52:40] ppdet.engine INFO: Epoch: [6] [1620/3251] learning_rate: 0.197923 loss_vfl: 0.853706 loss_bbox: 0.329199 loss_dfl: 0.204499 loss: 1.382780 eta: 7 days, 15:01:59 batch_cost: 2.2037 data_cost: 0.0010 ips: 12.7057 images/s [11/12 02:53:24] ppdet.engine INFO: Epoch: [6] [1640/3251] learning_rate: 0.197919 loss_vfl: 0.872924 loss_bbox: 0.292445 loss_dfl: 0.193926 loss: 1.350830 eta: 7 days, 15:00:56 batch_cost: 2.0986 data_cost: 0.0009 ips: 13.3425 images/s [11/12 02:54:10] ppdet.engine INFO: Epoch: [6] [1660/3251] learning_rate: 0.197916 loss_vfl: 0.857569 loss_bbox: 0.304954 loss_dfl: 0.190801 loss: 1.352210 eta: 7 days, 15:00:06 batch_cost: 2.1441 data_cost: 0.0010 ips: 13.0594 images/s [11/12 02:54:56] ppdet.engine INFO: Epoch: [6] [1680/3251] learning_rate: 0.197912 loss_vfl: 0.855047 loss_bbox: 0.282007 loss_dfl: 0.186013 loss: 1.383566 eta: 7 days, 14:59:27 batch_cost: 2.1822 data_cost: 0.0009 ips: 12.8309 images/s [11/12 02:55:41] ppdet.engine INFO: Epoch: [6] [1700/3251] learning_rate: 0.197908 loss_vfl: 0.867350 loss_bbox: 0.325107 loss_dfl: 0.189687 loss: 1.371401 eta: 7 days, 14:58:35 batch_cost: 2.1365 data_cost: 0.0010 ips: 13.1054 images/s [11/12 02:56:26] ppdet.engine INFO: Epoch: [6] [1720/3251] learning_rate: 0.197904 loss_vfl: 0.842741 loss_bbox: 0.311413 loss_dfl: 0.198774 loss: 1.369934 eta: 7 days, 14:57:24 batch_cost: 2.0733 data_cost: 0.0011 ips: 13.5050 images/s [11/12 02:57:11] ppdet.engine INFO: Epoch: [6] [1740/3251] learning_rate: 0.197900 loss_vfl: 0.874945 loss_bbox: 0.322165 loss_dfl: 0.207665 loss: 1.418364 eta: 7 days, 14:56:32 batch_cost: 2.1348 data_cost: 0.0009 ips: 13.1158 images/s [11/12 02:57:58] ppdet.engine INFO: Epoch: [6] [1760/3251] learning_rate: 0.197896 loss_vfl: 0.880379 loss_bbox: 0.333419 loss_dfl: 0.210709 loss: 1.411712 eta: 7 days, 14:56:08 batch_cost: 2.2361 data_cost: 0.0010 ips: 12.5218 images/s [11/12 02:58:43] ppdet.engine INFO: Epoch: [6] [1780/3251] learning_rate: 0.197892 loss_vfl: 0.849545 loss_bbox: 0.337979 loss_dfl: 0.207438 loss: 1.413610 eta: 7 days, 14:55:27 batch_cost: 2.1760 data_cost: 0.0009 ips: 12.8676 images/s [11/12 02:59:30] ppdet.engine INFO: Epoch: [6] [1800/3251] learning_rate: 0.197888 loss_vfl: 0.846576 loss_bbox: 0.314182 loss_dfl: 0.206138 loss: 1.360565 eta: 7 days, 14:54:55 batch_cost: 2.2080 data_cost: 0.0011 ips: 12.6814 images/s [11/12 03:00:15] ppdet.engine INFO: Epoch: [6] [1820/3251] learning_rate: 0.197884 loss_vfl: 0.878605 loss_bbox: 0.295416 loss_dfl: 0.207616 loss: 1.378543 eta: 7 days, 14:53:57 batch_cost: 2.1144 data_cost: 0.0010 ips: 13.2423 images/s [11/12 03:01:00] ppdet.engine INFO: Epoch: [6] [1840/3251] learning_rate: 0.197880 loss_vfl: 0.855551 loss_bbox: 0.334544 loss_dfl: 0.207267 loss: 1.374330 eta: 7 days, 14:53:16 batch_cost: 2.1762 data_cost: 0.0010 ips: 12.8662 images/s [11/12 03:01:44] ppdet.engine INFO: Epoch: [6] [1860/3251] learning_rate: 0.197876 loss_vfl: 0.887394 loss_bbox: 0.314829 loss_dfl: 0.196988 loss: 1.402339 eta: 7 days, 14:52:08 batch_cost: 2.0816 data_cost: 0.0009 ips: 13.4514 images/s [11/12 03:02:28] ppdet.engine INFO: Epoch: [6] [1880/3251] learning_rate: 0.197872 loss_vfl: 0.854332 loss_bbox: 0.293312 loss_dfl: 0.188666 loss: 1.371152 eta: 7 days, 14:50:52 batch_cost: 2.0520 data_cost: 0.0022 ips: 13.6452 images/s [11/12 03:03:16] ppdet.engine INFO: Epoch: [6] [1900/3251] learning_rate: 0.197868 loss_vfl: 0.846165 loss_bbox: 0.262433 loss_dfl: 0.174831 loss: 1.301902 eta: 7 days, 14:50:39 batch_cost: 2.2749 data_cost: 0.0010 ips: 12.3085 images/s [11/12 03:03:59] ppdet.engine INFO: Epoch: [6] [1920/3251] learning_rate: 0.197864 loss_vfl: 0.850164 loss_bbox: 0.306994 loss_dfl: 0.196510 loss: 1.348855 eta: 7 days, 14:49:28 batch_cost: 2.0699 data_cost: 0.0010 ips: 13.5269 images/s [11/12 03:04:46] ppdet.engine INFO: Epoch: [6] [1940/3251] learning_rate: 0.197860 loss_vfl: 0.837901 loss_bbox: 0.338095 loss_dfl: 0.200269 loss: 1.389916 eta: 7 days, 14:48:57 batch_cost: 2.2112 data_cost: 0.0011 ips: 12.6631 images/s [11/12 03:05:32] ppdet.engine INFO: Epoch: [6] [1960/3251] learning_rate: 0.197856 loss_vfl: 0.869629 loss_bbox: 0.326485 loss_dfl: 0.204943 loss: 1.411655 eta: 7 days, 14:48:11 batch_cost: 2.1594 data_cost: 0.0010 ips: 12.9667 images/s [11/12 03:06:18] ppdet.engine INFO: Epoch: [6] [1980/3251] learning_rate: 0.197852 loss_vfl: 0.865943 loss_bbox: 0.320938 loss_dfl: 0.209621 loss: 1.388138 eta: 7 days, 14:47:38 batch_cost: 2.2011 data_cost: 0.0010 ips: 12.7210 images/s [11/12 03:07:05] ppdet.engine INFO: Epoch: [6] [2000/3251] learning_rate: 0.197848 loss_vfl: 0.841701 loss_bbox: 0.320348 loss_dfl: 0.194567 loss: 1.372529 eta: 7 days, 14:47:09 batch_cost: 2.2191 data_cost: 0.0017 ips: 12.6178 images/s [11/12 03:07:49] ppdet.engine INFO: Epoch: [6] [2020/3251] learning_rate: 0.197844 loss_vfl: 0.868553 loss_bbox: 0.337089 loss_dfl: 0.199449 loss: 1.431215 eta: 7 days, 14:46:00 batch_cost: 2.0787 data_cost: 0.0014 ips: 13.4702 images/s [11/12 03:08:34] ppdet.engine INFO: Epoch: [6] [2040/3251] learning_rate: 0.197840 loss_vfl: 0.869290 loss_bbox: 0.274334 loss_dfl: 0.188739 loss: 1.350074 eta: 7 days, 14:45:04 batch_cost: 2.1221 data_cost: 0.0009 ips: 13.1947 images/s [11/12 03:09:22] ppdet.engine INFO: Epoch: [6] [2060/3251] learning_rate: 0.197836 loss_vfl: 0.873142 loss_bbox: 0.330996 loss_dfl: 0.208429 loss: 1.381376 eta: 7 days, 14:44:48 batch_cost: 2.2650 data_cost: 0.0013 ips: 12.3618 images/s [11/12 03:10:09] ppdet.engine INFO: Epoch: [6] [2080/3251] learning_rate: 0.197832 loss_vfl: 0.858848 loss_bbox: 0.312999 loss_dfl: 0.187084 loss: 1.340394 eta: 7 days, 14:44:29 batch_cost: 2.2519 data_cost: 0.0010 ips: 12.4340 images/s [11/12 03:10:56] ppdet.engine INFO: Epoch: [6] [2100/3251] learning_rate: 0.197828 loss_vfl: 0.859044 loss_bbox: 0.317750 loss_dfl: 0.189851 loss: 1.378798 eta: 7 days, 14:43:53 batch_cost: 2.1941 data_cost: 0.0011 ips: 12.7617 images/s [11/12 03:11:42] ppdet.engine INFO: Epoch: [6] [2120/3251] learning_rate: 0.197824 loss_vfl: 0.852195 loss_bbox: 0.306084 loss_dfl: 0.189377 loss: 1.380345 eta: 7 days, 14:42:49 batch_cost: 2.0951 data_cost: 0.0010 ips: 13.3642 images/s [11/12 03:12:27] ppdet.engine INFO: Epoch: [6] [2140/3251] learning_rate: 0.197820 loss_vfl: 0.860041 loss_bbox: 0.306439 loss_dfl: 0.207188 loss: 1.373416 eta: 7 days, 14:42:03 batch_cost: 2.1560 data_cost: 0.0009 ips: 12.9870 images/s [11/12 03:13:14] ppdet.engine INFO: Epoch: [6] [2160/3251] learning_rate: 0.197816 loss_vfl: 0.853889 loss_bbox: 0.275636 loss_dfl: 0.185159 loss: 1.319801 eta: 7 days, 14:41:12 batch_cost: 2.1427 data_cost: 0.0010 ips: 13.0674 images/s [11/12 03:14:00] ppdet.engine INFO: Epoch: [6] [2180/3251] learning_rate: 0.197812 loss_vfl: 0.874193 loss_bbox: 0.302197 loss_dfl: 0.204575 loss: 1.392202 eta: 7 days, 14:40:34 batch_cost: 2.1850 data_cost: 0.0010 ips: 12.8149 images/s [11/12 03:14:47] ppdet.engine INFO: Epoch: [6] [2200/3251] learning_rate: 0.197808 loss_vfl: 0.851621 loss_bbox: 0.325735 loss_dfl: 0.206407 loss: 1.386560 eta: 7 days, 14:39:51 batch_cost: 2.1691 data_cost: 0.0011 ips: 12.9086 images/s [11/12 03:15:33] ppdet.engine INFO: Epoch: [6] [2220/3251] learning_rate: 0.197804 loss_vfl: 0.856635 loss_bbox: 0.316972 loss_dfl: 0.191255 loss: 1.345987 eta: 7 days, 14:38:44 batch_cost: 2.0829 data_cost: 0.0009 ips: 13.4428 images/s [11/12 03:16:19] ppdet.engine INFO: Epoch: [6] [2240/3251] learning_rate: 0.197800 loss_vfl: 0.880518 loss_bbox: 0.280307 loss_dfl: 0.179077 loss: 1.349839 eta: 7 days, 14:38:00 batch_cost: 2.1651 data_cost: 0.0010 ips: 12.9325 images/s [11/12 03:17:07] ppdet.engine INFO: Epoch: [6] [2260/3251] learning_rate: 0.197796 loss_vfl: 0.834608 loss_bbox: 0.357467 loss_dfl: 0.207556 loss: 1.405381 eta: 7 days, 14:37:27 batch_cost: 2.2046 data_cost: 0.0019 ips: 12.7010 images/s [11/12 03:17:51] ppdet.engine INFO: Epoch: [6] [2280/3251] learning_rate: 0.197792 loss_vfl: 0.851658 loss_bbox: 0.322030 loss_dfl: 0.199334 loss: 1.393706 eta: 7 days, 14:36:08 batch_cost: 2.0387 data_cost: 0.0011 ips: 13.7345 images/s [11/12 03:18:37] ppdet.engine INFO: Epoch: [6] [2300/3251] learning_rate: 0.197788 loss_vfl: 0.830904 loss_bbox: 0.298561 loss_dfl: 0.185641 loss: 1.300864 eta: 7 days, 14:35:35 batch_cost: 2.2049 data_cost: 0.0011 ips: 12.6991 images/s [11/12 03:19:23] ppdet.engine INFO: Epoch: [6] [2320/3251] learning_rate: 0.197784 loss_vfl: 0.864919 loss_bbox: 0.308481 loss_dfl: 0.198480 loss: 1.412356 eta: 7 days, 14:35:04 batch_cost: 2.2099 data_cost: 0.0010 ips: 12.6704 images/s [11/12 03:20:09] ppdet.engine INFO: Epoch: [6] [2340/3251] learning_rate: 0.197780 loss_vfl: 0.858174 loss_bbox: 0.309608 loss_dfl: 0.194739 loss: 1.364699 eta: 7 days, 14:34:10 batch_cost: 2.1299 data_cost: 0.0010 ips: 13.1460 images/s [11/12 03:20:55] ppdet.engine INFO: Epoch: [6] [2360/3251] learning_rate: 0.197776 loss_vfl: 0.854454 loss_bbox: 0.275369 loss_dfl: 0.179929 loss: 1.338996 eta: 7 days, 14:33:02 batch_cost: 2.0775 data_cost: 0.0010 ips: 13.4776 images/s [11/12 03:21:42] ppdet.engine INFO: Epoch: [6] [2380/3251] learning_rate: 0.197772 loss_vfl: 0.860717 loss_bbox: 0.296722 loss_dfl: 0.190989 loss: 1.383129 eta: 7 days, 14:32:27 batch_cost: 2.1983 data_cost: 0.0011 ips: 12.7368 images/s [11/12 03:22:28] ppdet.engine INFO: Epoch: [6] [2400/3251] learning_rate: 0.197768 loss_vfl: 0.855804 loss_bbox: 0.326957 loss_dfl: 0.203789 loss: 1.385247 eta: 7 days, 14:31:40 batch_cost: 2.1533 data_cost: 0.0009 ips: 13.0032 images/s [11/12 03:23:11] ppdet.engine INFO: Epoch: [6] [2420/3251] learning_rate: 0.197764 loss_vfl: 0.855151 loss_bbox: 0.337767 loss_dfl: 0.209783 loss: 1.404022 eta: 7 days, 14:30:25 batch_cost: 2.0529 data_cost: 0.0017 ips: 13.6391 images/s [11/12 03:23:56] ppdet.engine INFO: Epoch: [6] [2440/3251] learning_rate: 0.197760 loss_vfl: 0.866602 loss_bbox: 0.298050 loss_dfl: 0.187379 loss: 1.364506 eta: 7 days, 14:29:38 batch_cost: 2.1542 data_cost: 0.0010 ips: 12.9980 images/s [11/12 03:24:40] ppdet.engine INFO: Epoch: [6] [2460/3251] learning_rate: 0.197756 loss_vfl: 0.842045 loss_bbox: 0.301019 loss_dfl: 0.192589 loss: 1.342447 eta: 7 days, 14:28:35 batch_cost: 2.0957 data_cost: 0.0010 ips: 13.3604 images/s [11/12 03:25:27] ppdet.engine INFO: Epoch: [6] [2480/3251] learning_rate: 0.197751 loss_vfl: 0.847254 loss_bbox: 0.286142 loss_dfl: 0.184079 loss: 1.339618 eta: 7 days, 14:27:48 batch_cost: 2.1566 data_cost: 0.0014 ips: 12.9837 images/s [11/12 03:26:13] ppdet.engine INFO: Epoch: [6] [2500/3251] learning_rate: 0.197747 loss_vfl: 0.861403 loss_bbox: 0.304995 loss_dfl: 0.188702 loss: 1.341832 eta: 7 days, 14:27:04 batch_cost: 2.1638 data_cost: 0.0012 ips: 12.9399 images/s [11/12 03:26:57] ppdet.engine INFO: Epoch: [6] [2520/3251] learning_rate: 0.197743 loss_vfl: 0.881753 loss_bbox: 0.297164 loss_dfl: 0.187398 loss: 1.373414 eta: 7 days, 14:25:54 batch_cost: 2.0700 data_cost: 0.0010 ips: 13.5268 images/s [11/12 03:27:45] ppdet.engine INFO: Epoch: [6] [2540/3251] learning_rate: 0.197739 loss_vfl: 0.840913 loss_bbox: 0.336541 loss_dfl: 0.203149 loss: 1.380370 eta: 7 days, 14:25:25 batch_cost: 2.2204 data_cost: 0.0009 ips: 12.6102 images/s [11/12 03:28:30] ppdet.engine INFO: Epoch: [6] [2560/3251] learning_rate: 0.197735 loss_vfl: 0.866627 loss_bbox: 0.313307 loss_dfl: 0.206271 loss: 1.394340 eta: 7 days, 14:24:22 batch_cost: 2.0954 data_cost: 0.0010 ips: 13.3625 images/s [11/12 03:29:16] ppdet.engine INFO: Epoch: [6] [2580/3251] learning_rate: 0.197731 loss_vfl: 0.870070 loss_bbox: 0.284992 loss_dfl: 0.184292 loss: 1.321950 eta: 7 days, 14:23:13 batch_cost: 2.0721 data_cost: 0.0012 ips: 13.5127 images/s [11/12 03:30:01] ppdet.engine INFO: Epoch: [6] [2600/3251] learning_rate: 0.197727 loss_vfl: 0.842965 loss_bbox: 0.347853 loss_dfl: 0.210911 loss: 1.374766 eta: 7 days, 14:22:24 batch_cost: 2.1440 data_cost: 0.0009 ips: 13.0598 images/s [11/12 03:30:46] ppdet.engine INFO: Epoch: [6] [2620/3251] learning_rate: 0.197723 loss_vfl: 0.841188 loss_bbox: 0.311242 loss_dfl: 0.189999 loss: 1.372205 eta: 7 days, 14:21:15 batch_cost: 2.0764 data_cost: 0.0010 ips: 13.4847 images/s [11/12 03:31:33] ppdet.engine INFO: Epoch: [6] [2640/3251] learning_rate: 0.197719 loss_vfl: 0.854781 loss_bbox: 0.327699 loss_dfl: 0.202149 loss: 1.412441 eta: 7 days, 14:20:38 batch_cost: 2.1894 data_cost: 0.0015 ips: 12.7887 images/s [11/12 03:32:19] ppdet.engine INFO: Epoch: [6] [2660/3251] learning_rate: 0.197715 loss_vfl: 0.858968 loss_bbox: 0.293272 loss_dfl: 0.194198 loss: 1.333949 eta: 7 days, 14:20:03 batch_cost: 2.1977 data_cost: 0.0009 ips: 12.7403 images/s [11/12 03:33:06] ppdet.engine INFO: Epoch: [6] [2680/3251] learning_rate: 0.197711 loss_vfl: 0.858103 loss_bbox: 0.375124 loss_dfl: 0.219834 loss: 1.462886 eta: 7 days, 14:19:36 batch_cost: 2.2266 data_cost: 0.0009 ips: 12.5752 images/s [11/12 03:33:50] ppdet.engine INFO: Epoch: [6] [2700/3251] learning_rate: 0.197706 loss_vfl: 0.849572 loss_bbox: 0.339856 loss_dfl: 0.214808 loss: 1.421780 eta: 7 days, 14:18:40 batch_cost: 2.1174 data_cost: 0.0012 ips: 13.2235 images/s [11/12 03:34:36] ppdet.engine INFO: Epoch: [6] [2720/3251] learning_rate: 0.197702 loss_vfl: 0.848759 loss_bbox: 0.284709 loss_dfl: 0.193363 loss: 1.354550 eta: 7 days, 14:17:45 batch_cost: 2.1271 data_cost: 0.0009 ips: 13.1634 images/s [11/12 03:35:22] ppdet.engine INFO: Epoch: [6] [2740/3251] learning_rate: 0.197698 loss_vfl: 0.858184 loss_bbox: 0.292811 loss_dfl: 0.189527 loss: 1.383520 eta: 7 days, 14:17:08 batch_cost: 2.1881 data_cost: 0.0014 ips: 12.7962 images/s [11/12 03:36:07] ppdet.engine INFO: Epoch: [6] [2760/3251] learning_rate: 0.197694 loss_vfl: 0.848702 loss_bbox: 0.307950 loss_dfl: 0.199005 loss: 1.373509 eta: 7 days, 14:16:25 batch_cost: 2.1698 data_cost: 0.0011 ips: 12.9045 images/s [11/12 03:36:54] ppdet.engine INFO: Epoch: [6] [2780/3251] learning_rate: 0.197690 loss_vfl: 0.860985 loss_bbox: 0.314789 loss_dfl: 0.197529 loss: 1.389040 eta: 7 days, 14:16:12 batch_cost: 2.2755 data_cost: 0.0010 ips: 12.3049 images/s [11/12 03:37:40] ppdet.engine INFO: Epoch: [6] [2800/3251] learning_rate: 0.197686 loss_vfl: 0.863037 loss_bbox: 0.355012 loss_dfl: 0.221101 loss: 1.448913 eta: 7 days, 14:15:13 batch_cost: 2.1118 data_cost: 0.0009 ips: 13.2588 images/s [11/12 03:38:27] ppdet.engine INFO: Epoch: [6] [2820/3251] learning_rate: 0.197682 loss_vfl: 0.871877 loss_bbox: 0.281870 loss_dfl: 0.189086 loss: 1.341587 eta: 7 days, 14:14:50 batch_cost: 2.2426 data_cost: 0.0009 ips: 12.4854 images/s [11/12 03:39:11] ppdet.engine INFO: Epoch: [6] [2840/3251] learning_rate: 0.197678 loss_vfl: 0.869175 loss_bbox: 0.322379 loss_dfl: 0.203528 loss: 1.384221 eta: 7 days, 14:13:47 batch_cost: 2.0939 data_cost: 0.0009 ips: 13.3720 images/s [11/12 03:39:56] ppdet.engine INFO: Epoch: [6] [2860/3251] learning_rate: 0.197673 loss_vfl: 0.874082 loss_bbox: 0.297381 loss_dfl: 0.192447 loss: 1.350027 eta: 7 days, 14:12:32 batch_cost: 2.0504 data_cost: 0.0011 ips: 13.6557 images/s [11/12 03:40:41] ppdet.engine INFO: Epoch: [6] [2880/3251] learning_rate: 0.197669 loss_vfl: 0.831651 loss_bbox: 0.300238 loss_dfl: 0.185326 loss: 1.320996 eta: 7 days, 14:11:45 batch_cost: 2.1526 data_cost: 0.0013 ips: 13.0078 images/s [11/12 03:41:29] ppdet.engine INFO: Epoch: [6] [2900/3251] learning_rate: 0.197665 loss_vfl: 0.841397 loss_bbox: 0.277081 loss_dfl: 0.172255 loss: 1.334005 eta: 7 days, 14:11:16 batch_cost: 2.2194 data_cost: 0.0010 ips: 12.6162 images/s [11/12 03:42:14] ppdet.engine INFO: Epoch: [6] [2920/3251] learning_rate: 0.197661 loss_vfl: 0.857239 loss_bbox: 0.296520 loss_dfl: 0.185911 loss: 1.354094 eta: 7 days, 14:10:09 batch_cost: 2.0790 data_cost: 0.0160 ips: 13.4683 images/s [11/12 03:42:59] ppdet.engine INFO: Epoch: [6] [2940/3251] learning_rate: 0.197657 loss_vfl: 0.852302 loss_bbox: 0.300432 loss_dfl: 0.190857 loss: 1.336064 eta: 7 days, 14:09:01 batch_cost: 2.0754 data_cost: 0.0010 ips: 13.4915 images/s [11/12 03:43:43] ppdet.engine INFO: Epoch: [6] [2960/3251] learning_rate: 0.197653 loss_vfl: 0.856172 loss_bbox: 0.345864 loss_dfl: 0.212089 loss: 1.433220 eta: 7 days, 14:08:02 batch_cost: 2.1097 data_cost: 0.0017 ips: 13.2723 images/s [11/12 03:44:29] ppdet.engine INFO: Epoch: [6] [2980/3251] learning_rate: 0.197648 loss_vfl: 0.874301 loss_bbox: 0.315946 loss_dfl: 0.200742 loss: 1.399321 eta: 7 days, 14:07:16 batch_cost: 2.1557 data_cost: 0.0226 ips: 12.9888 images/s [11/12 03:45:16] ppdet.engine INFO: Epoch: [6] [3000/3251] learning_rate: 0.197644 loss_vfl: 0.854363 loss_bbox: 0.281901 loss_dfl: 0.185582 loss: 1.358926 eta: 7 days, 14:06:56 batch_cost: 2.2507 data_cost: 0.0010 ips: 12.4405 images/s [11/12 03:46:01] ppdet.engine INFO: Epoch: [6] [3020/3251] learning_rate: 0.197640 loss_vfl: 0.877833 loss_bbox: 0.294906 loss_dfl: 0.189247 loss: 1.373880 eta: 7 days, 14:06:07 batch_cost: 2.1486 data_cost: 0.0010 ips: 13.0317 images/s [11/12 03:46:48] ppdet.engine INFO: Epoch: [6] [3040/3251] learning_rate: 0.197636 loss_vfl: 0.859572 loss_bbox: 0.330918 loss_dfl: 0.207055 loss: 1.393021 eta: 7 days, 14:05:42 batch_cost: 2.2350 data_cost: 0.0009 ips: 12.5282 images/s [11/12 03:47:34] ppdet.engine INFO: Epoch: [6] [3060/3251] learning_rate: 0.197632 loss_vfl: 0.838750 loss_bbox: 0.326020 loss_dfl: 0.205418 loss: 1.377263 eta: 7 days, 14:05:04 batch_cost: 2.1843 data_cost: 0.0011 ips: 12.8190 images/s [11/12 03:48:19] ppdet.engine INFO: Epoch: [6] [3080/3251] learning_rate: 0.197628 loss_vfl: 0.831206 loss_bbox: 0.346224 loss_dfl: 0.211588 loss: 1.408188 eta: 7 days, 14:04:13 batch_cost: 2.1408 data_cost: 0.0009 ips: 13.0791 images/s [11/12 03:49:05] ppdet.engine INFO: Epoch: [6] [3100/3251] learning_rate: 0.197623 loss_vfl: 0.846413 loss_bbox: 0.340466 loss_dfl: 0.196200 loss: 1.409877 eta: 7 days, 14:03:39 batch_cost: 2.1987 data_cost: 0.0017 ips: 12.7346 images/s [11/12 03:49:51] ppdet.engine INFO: Epoch: [6] [3120/3251] learning_rate: 0.197619 loss_vfl: 0.866760 loss_bbox: 0.303881 loss_dfl: 0.188866 loss: 1.353280 eta: 7 days, 14:02:49 batch_cost: 2.1430 data_cost: 0.0013 ips: 13.0656 images/s [11/12 03:50:35] ppdet.engine INFO: Epoch: [6] [3140/3251] learning_rate: 0.197615 loss_vfl: 0.857118 loss_bbox: 0.321136 loss_dfl: 0.215840 loss: 1.392174 eta: 7 days, 14:01:47 batch_cost: 2.0949 data_cost: 0.0010 ips: 13.3657 images/s [11/12 03:51:21] ppdet.engine INFO: Epoch: [6] [3160/3251] learning_rate: 0.197611 loss_vfl: 0.859399 loss_bbox: 0.323290 loss_dfl: 0.199421 loss: 1.358700 eta: 7 days, 14:01:00 batch_cost: 2.1536 data_cost: 0.0009 ips: 13.0012 images/s [11/12 03:52:07] ppdet.engine INFO: Epoch: [6] [3180/3251] learning_rate: 0.197607 loss_vfl: 0.844345 loss_bbox: 0.338315 loss_dfl: 0.214845 loss: 1.402626 eta: 7 days, 14:00:30 batch_cost: 2.2180 data_cost: 0.0010 ips: 12.6239 images/s [11/12 03:52:51] ppdet.engine INFO: Epoch: [6] [3200/3251] learning_rate: 0.197602 loss_vfl: 0.853702 loss_bbox: 0.285628 loss_dfl: 0.187755 loss: 1.336773 eta: 7 days, 13:59:17 batch_cost: 2.0547 data_cost: 0.0012 ips: 13.6271 images/s [11/12 03:53:37] ppdet.engine INFO: Epoch: [6] [3220/3251] learning_rate: 0.197598 loss_vfl: 0.866782 loss_bbox: 0.321333 loss_dfl: 0.196700 loss: 1.375778 eta: 7 days, 13:58:03 batch_cost: 2.0516 data_cost: 0.0011 ips: 13.6477 images/s [11/12 03:54:23] ppdet.engine INFO: Epoch: [6] [3240/3251] learning_rate: 0.197594 loss_vfl: 0.826615 loss_bbox: 0.308003 loss_dfl: 0.195129 loss: 1.364897 eta: 7 days, 13:57:39 batch_cost: 2.2376 data_cost: 0.0018 ips: 12.5132 images/s [11/12 03:55:05] ppdet.engine INFO: Epoch: [7] [ 0/3251] learning_rate: 0.197592 loss_vfl: 0.830049 loss_bbox: 0.328874 loss_dfl: 0.205184 loss: 1.378149 eta: 7 days, 13:59:09 batch_cost: 2.6382 data_cost: 0.5385 ips: 10.6134 images/s [11/12 03:55:52] ppdet.engine INFO: Epoch: [7] [ 20/3251] learning_rate: 0.197587 loss_vfl: 0.861734 loss_bbox: 0.326083 loss_dfl: 0.184961 loss: 1.378022 eta: 7 days, 13:58:41 batch_cost: 2.2254 data_cost: 0.0014 ips: 12.5818 images/s [11/12 03:56:38] ppdet.engine INFO: Epoch: [7] [ 40/3251] learning_rate: 0.197583 loss_vfl: 0.861008 loss_bbox: 0.307805 loss_dfl: 0.192016 loss: 1.346564 eta: 7 days, 13:58:11 batch_cost: 2.2171 data_cost: 0.0010 ips: 12.6292 images/s [11/12 03:57:21] ppdet.engine INFO: Epoch: [7] [ 60/3251] learning_rate: 0.197579 loss_vfl: 0.850400 loss_bbox: 0.314659 loss_dfl: 0.204115 loss: 1.374998 eta: 7 days, 13:56:34 batch_cost: 1.9613 data_cost: 0.0010 ips: 14.2765 images/s [11/12 03:58:07] ppdet.engine INFO: Epoch: [7] [ 80/3251] learning_rate: 0.197575 loss_vfl: 0.872165 loss_bbox: 0.304759 loss_dfl: 0.193303 loss: 1.361164 eta: 7 days, 13:55:42 batch_cost: 2.1376 data_cost: 0.0009 ips: 13.0987 images/s [11/12 03:58:52] ppdet.engine INFO: Epoch: [7] [ 100/3251] learning_rate: 0.197571 loss_vfl: 0.825575 loss_bbox: 0.278238 loss_dfl: 0.188585 loss: 1.272089 eta: 7 days, 13:54:49 batch_cost: 2.1292 data_cost: 0.0012 ips: 13.1502 images/s [11/12 03:59:38] ppdet.engine INFO: Epoch: [7] [ 120/3251] learning_rate: 0.197566 loss_vfl: 0.842848 loss_bbox: 0.341298 loss_dfl: 0.203223 loss: 1.390190 eta: 7 days, 13:54:04 batch_cost: 2.1613 data_cost: 0.0010 ips: 12.9552 images/s [11/12 04:00:23] ppdet.engine INFO: Epoch: [7] [ 140/3251] learning_rate: 0.197562 loss_vfl: 0.856436 loss_bbox: 0.318271 loss_dfl: 0.212339 loss: 1.401894 eta: 7 days, 13:53:17 batch_cost: 2.1505 data_cost: 0.0019 ips: 13.0199 images/s [11/12 04:01:10] ppdet.engine INFO: Epoch: [7] [ 160/3251] learning_rate: 0.197558 loss_vfl: 0.847941 loss_bbox: 0.344379 loss_dfl: 0.212222 loss: 1.392350 eta: 7 days, 13:52:39 batch_cost: 2.1896 data_cost: 0.0015 ips: 12.7878 images/s [11/12 04:01:55] ppdet.engine INFO: Epoch: [7] [ 180/3251] learning_rate: 0.197554 loss_vfl: 0.870612 loss_bbox: 0.319591 loss_dfl: 0.204363 loss: 1.404121 eta: 7 days, 13:51:49 batch_cost: 2.1389 data_cost: 0.0010 ips: 13.0910 images/s [11/12 04:02:41] ppdet.engine INFO: Epoch: [7] [ 200/3251] learning_rate: 0.197549 loss_vfl: 0.853248 loss_bbox: 0.313768 loss_dfl: 0.195519 loss: 1.374986 eta: 7 days, 13:50:41 batch_cost: 2.0728 data_cost: 0.0010 ips: 13.5083 images/s [11/12 04:03:28] ppdet.engine INFO: Epoch: [7] [ 220/3251] learning_rate: 0.197545 loss_vfl: 0.855589 loss_bbox: 0.322080 loss_dfl: 0.201840 loss: 1.384264 eta: 7 days, 13:50:20 batch_cost: 2.2537 data_cost: 0.0010 ips: 12.4242 images/s [11/12 04:04:14] ppdet.engine INFO: Epoch: [7] [ 240/3251] learning_rate: 0.197541 loss_vfl: 0.822095 loss_bbox: 0.332140 loss_dfl: 0.211047 loss: 1.373593 eta: 7 days, 13:49:57 batch_cost: 2.2412 data_cost: 0.0010 ips: 12.4934 images/s [11/12 04:05:02] ppdet.engine INFO: Epoch: [7] [ 260/3251] learning_rate: 0.197537 loss_vfl: 0.855644 loss_bbox: 0.338481 loss_dfl: 0.203285 loss: 1.397014 eta: 7 days, 13:49:32 batch_cost: 2.2393 data_cost: 0.0010 ips: 12.5040 images/s [11/12 04:05:49] ppdet.engine INFO: Epoch: [7] [ 280/3251] learning_rate: 0.197532 loss_vfl: 0.856382 loss_bbox: 0.322504 loss_dfl: 0.197862 loss: 1.359334 eta: 7 days, 13:49:03 batch_cost: 2.2226 data_cost: 0.0011 ips: 12.5981 images/s [11/12 04:06:35] ppdet.engine INFO: Epoch: [7] [ 300/3251] learning_rate: 0.197528 loss_vfl: 0.821712 loss_bbox: 0.331843 loss_dfl: 0.206805 loss: 1.365000 eta: 7 days, 13:48:14 batch_cost: 2.1429 data_cost: 0.0010 ips: 13.0663 images/s [11/12 04:07:24] ppdet.engine INFO: Epoch: [7] [ 320/3251] learning_rate: 0.197524 loss_vfl: 0.857705 loss_bbox: 0.307776 loss_dfl: 0.209030 loss: 1.370436 eta: 7 days, 13:48:19 batch_cost: 2.3504 data_cost: 0.0009 ips: 11.9127 images/s [11/12 04:08:10] ppdet.engine INFO: Epoch: [7] [ 340/3251] learning_rate: 0.197519 loss_vfl: 0.855879 loss_bbox: 0.316375 loss_dfl: 0.194501 loss: 1.347978 eta: 7 days, 13:47:24 batch_cost: 2.1252 data_cost: 0.0011 ips: 13.1750 images/s [11/12 04:08:54] ppdet.engine INFO: Epoch: [7] [ 360/3251] learning_rate: 0.197515 loss_vfl: 0.849779 loss_bbox: 0.306339 loss_dfl: 0.192342 loss: 1.334582 eta: 7 days, 13:46:18 batch_cost: 2.0786 data_cost: 0.0010 ips: 13.4708 images/s [11/12 04:09:38] ppdet.engine INFO: Epoch: [7] [ 380/3251] learning_rate: 0.197511 loss_vfl: 0.840778 loss_bbox: 0.315513 loss_dfl: 0.204220 loss: 1.349151 eta: 7 days, 13:45:02 batch_cost: 2.0411 data_cost: 0.0010 ips: 13.7179 images/s [11/12 04:10:25] ppdet.engine INFO: Epoch: [7] [ 400/3251] learning_rate: 0.197507 loss_vfl: 0.840762 loss_bbox: 0.303110 loss_dfl: 0.193429 loss: 1.370435 eta: 7 days, 13:44:34 batch_cost: 2.2281 data_cost: 0.0009 ips: 12.5665 images/s [11/12 04:11:11] ppdet.engine INFO: Epoch: [7] [ 420/3251] learning_rate: 0.197502 loss_vfl: 0.860156 loss_bbox: 0.291276 loss_dfl: 0.187693 loss: 1.344068 eta: 7 days, 13:43:32 batch_cost: 2.0946 data_cost: 0.0010 ips: 13.3677 images/s [11/12 04:11:57] ppdet.engine INFO: Epoch: [7] [ 440/3251] learning_rate: 0.197498 loss_vfl: 0.839834 loss_bbox: 0.282158 loss_dfl: 0.173243 loss: 1.312003 eta: 7 days, 13:42:50 batch_cost: 2.1726 data_cost: 0.0009 ips: 12.8880 images/s [11/12 04:12:43] ppdet.engine INFO: Epoch: [7] [ 460/3251] learning_rate: 0.197494 loss_vfl: 0.867302 loss_bbox: 0.305332 loss_dfl: 0.198974 loss: 1.350930 eta: 7 days, 13:42:16 batch_cost: 2.2021 data_cost: 0.0010 ips: 12.7151 images/s [11/12 04:13:31] ppdet.engine INFO: Epoch: [7] [ 480/3251] learning_rate: 0.197489 loss_vfl: 0.883789 loss_bbox: 0.320235 loss_dfl: 0.209091 loss: 1.413218 eta: 7 days, 13:41:52 batch_cost: 2.2394 data_cost: 0.0010 ips: 12.5035 images/s [11/12 04:14:15] ppdet.engine INFO: Epoch: [7] [ 500/3251] learning_rate: 0.197485 loss_vfl: 0.866448 loss_bbox: 0.324276 loss_dfl: 0.202758 loss: 1.387619 eta: 7 days, 13:40:59 batch_cost: 2.1295 data_cost: 0.0018 ips: 13.1486 images/s [11/12 04:15:02] ppdet.engine INFO: Epoch: [7] [ 520/3251] learning_rate: 0.197481 loss_vfl: 0.862003 loss_bbox: 0.279985 loss_dfl: 0.182971 loss: 1.315544 eta: 7 days, 13:40:30 batch_cost: 2.2220 data_cost: 0.0012 ips: 12.6012 images/s [11/12 04:15:48] ppdet.engine INFO: Epoch: [7] [ 540/3251] learning_rate: 0.197477 loss_vfl: 0.837520 loss_bbox: 0.326140 loss_dfl: 0.193171 loss: 1.357492 eta: 7 days, 13:39:46 batch_cost: 2.1659 data_cost: 0.0010 ips: 12.9278 images/s [11/12 04:16:33] ppdet.engine INFO: Epoch: [7] [ 560/3251] learning_rate: 0.197472 loss_vfl: 0.870867 loss_bbox: 0.339302 loss_dfl: 0.208992 loss: 1.416198 eta: 7 days, 13:38:35 batch_cost: 2.0599 data_cost: 0.0011 ips: 13.5926 images/s [11/12 04:17:20] ppdet.engine INFO: Epoch: [7] [ 580/3251] learning_rate: 0.197468 loss_vfl: 0.854908 loss_bbox: 0.309977 loss_dfl: 0.190915 loss: 1.353037 eta: 7 days, 13:38:14 batch_cost: 2.2522 data_cost: 0.0011 ips: 12.4323 images/s [11/12 04:18:06] ppdet.engine INFO: Epoch: [7] [ 600/3251] learning_rate: 0.197464 loss_vfl: 0.854338 loss_bbox: 0.293734 loss_dfl: 0.187298 loss: 1.346340 eta: 7 days, 13:37:39 batch_cost: 2.1993 data_cost: 0.0011 ips: 12.7314 images/s [11/12 04:18:51] ppdet.engine INFO: Epoch: [7] [ 620/3251] learning_rate: 0.197459 loss_vfl: 0.852812 loss_bbox: 0.332885 loss_dfl: 0.203994 loss: 1.384486 eta: 7 days, 13:36:05 batch_cost: 1.9714 data_cost: 0.0014 ips: 14.2032 images/s [11/12 04:19:37] ppdet.engine INFO: Epoch: [7] [ 640/3251] learning_rate: 0.197455 loss_vfl: 0.857167 loss_bbox: 0.334573 loss_dfl: 0.208530 loss: 1.403677 eta: 7 days, 13:35:05 batch_cost: 2.1019 data_cost: 0.0009 ips: 13.3213 images/s [11/12 04:20:20] ppdet.engine INFO: Epoch: [7] [ 660/3251] learning_rate: 0.197451 loss_vfl: 0.845638 loss_bbox: 0.313476 loss_dfl: 0.199113 loss: 1.364301 eta: 7 days, 13:33:54 batch_cost: 2.0590 data_cost: 0.0019 ips: 13.5990 images/s [11/12 04:21:07] ppdet.engine INFO: Epoch: [7] [ 680/3251] learning_rate: 0.197446 loss_vfl: 0.828947 loss_bbox: 0.311191 loss_dfl: 0.195842 loss: 1.325798 eta: 7 days, 13:33:30 batch_cost: 2.2412 data_cost: 0.0011 ips: 12.4933 images/s [11/12 04:21:53] ppdet.engine INFO: Epoch: [7] [ 700/3251] learning_rate: 0.197442 loss_vfl: 0.855842 loss_bbox: 0.347664 loss_dfl: 0.205948 loss: 1.420205 eta: 7 days, 13:32:34 batch_cost: 2.1200 data_cost: 0.0010 ips: 13.2077 images/s [11/12 04:22:36] ppdet.engine INFO: Epoch: [7] [ 720/3251] learning_rate: 0.197438 loss_vfl: 0.838179 loss_bbox: 0.327768 loss_dfl: 0.203466 loss: 1.367634 eta: 7 days, 13:31:17 batch_cost: 2.0355 data_cost: 0.0009 ips: 13.7561 images/s [11/12 04:23:23] ppdet.engine INFO: Epoch: [7] [ 740/3251] learning_rate: 0.197433 loss_vfl: 0.848174 loss_bbox: 0.289249 loss_dfl: 0.193139 loss: 1.366115 eta: 7 days, 13:30:54 batch_cost: 2.2450 data_cost: 0.0016 ips: 12.4720 images/s [11/12 04:24:09] ppdet.engine INFO: Epoch: [7] [ 760/3251] learning_rate: 0.197429 loss_vfl: 0.842676 loss_bbox: 0.280326 loss_dfl: 0.189293 loss: 1.334049 eta: 7 days, 13:30:15 batch_cost: 2.1843 data_cost: 0.0010 ips: 12.8188 images/s [11/12 04:24:55] ppdet.engine INFO: Epoch: [7] [ 780/3251] learning_rate: 0.197424 loss_vfl: 0.857737 loss_bbox: 0.335703 loss_dfl: 0.210820 loss: 1.379780 eta: 7 days, 13:29:36 batch_cost: 2.1822 data_cost: 0.0009 ips: 12.8310 images/s [11/12 04:25:38] ppdet.engine INFO: Epoch: [7] [ 800/3251] learning_rate: 0.197420 loss_vfl: 0.836873 loss_bbox: 0.336945 loss_dfl: 0.191989 loss: 1.381410 eta: 7 days, 13:28:11 batch_cost: 2.0030 data_cost: 0.0010 ips: 13.9789 images/s [11/12 04:26:24] ppdet.engine INFO: Epoch: [7] [ 820/3251] learning_rate: 0.197416 loss_vfl: 0.861306 loss_bbox: 0.328894 loss_dfl: 0.199063 loss: 1.402769 eta: 7 days, 13:27:27 batch_cost: 2.1660 data_cost: 0.0010 ips: 12.9272 images/s [11/12 04:27:10] ppdet.engine INFO: Epoch: [7] [ 840/3251] learning_rate: 0.197411 loss_vfl: 0.871406 loss_bbox: 0.285832 loss_dfl: 0.181378 loss: 1.344567 eta: 7 days, 13:26:35 batch_cost: 2.1310 data_cost: 0.0010 ips: 13.1392 images/s [11/12 04:27:56] ppdet.engine INFO: Epoch: [7] [ 860/3251] learning_rate: 0.197407 loss_vfl: 0.836001 loss_bbox: 0.320468 loss_dfl: 0.200470 loss: 1.399212 eta: 7 days, 13:26:04 batch_cost: 2.2152 data_cost: 0.0010 ips: 12.6400 images/s [11/12 04:28:42] ppdet.engine INFO: Epoch: [7] [ 880/3251] learning_rate: 0.197403 loss_vfl: 0.848575 loss_bbox: 0.318855 loss_dfl: 0.204316 loss: 1.368207 eta: 7 days, 13:25:22 batch_cost: 2.1708 data_cost: 0.0014 ips: 12.8985 images/s [11/12 04:29:29] ppdet.engine INFO: Epoch: [7] [ 900/3251] learning_rate: 0.197398 loss_vfl: 0.846773 loss_bbox: 0.308964 loss_dfl: 0.186287 loss: 1.360844 eta: 7 days, 13:24:48 batch_cost: 2.2040 data_cost: 0.0010 ips: 12.7040 images/s [11/12 04:30:16] ppdet.engine INFO: Epoch: [7] [ 920/3251] learning_rate: 0.197394 loss_vfl: 0.865370 loss_bbox: 0.310830 loss_dfl: 0.194344 loss: 1.380678 eta: 7 days, 13:24:03 batch_cost: 2.1587 data_cost: 0.0009 ips: 12.9708 images/s [11/12 04:30:59] ppdet.engine INFO: Epoch: [7] [ 940/3251] learning_rate: 0.197389 loss_vfl: 0.846224 loss_bbox: 0.292518 loss_dfl: 0.190705 loss: 1.323864 eta: 7 days, 13:22:43 batch_cost: 2.0222 data_cost: 0.0009 ips: 13.8460 images/s [11/12 04:31:45] ppdet.engine INFO: Epoch: [7] [ 960/3251] learning_rate: 0.197385 loss_vfl: 0.839110 loss_bbox: 0.303217 loss_dfl: 0.202022 loss: 1.352452 eta: 7 days, 13:21:38 batch_cost: 2.0836 data_cost: 0.0021 ips: 13.4380 images/s [11/12 04:32:31] ppdet.engine INFO: Epoch: [7] [ 980/3251] learning_rate: 0.197381 loss_vfl: 0.867815 loss_bbox: 0.271002 loss_dfl: 0.171019 loss: 1.314437 eta: 7 days, 13:21:07 batch_cost: 2.2143 data_cost: 0.0010 ips: 12.6449 images/s [11/12 04:33:17] ppdet.engine INFO: Epoch: [7] [1000/3251] learning_rate: 0.197376 loss_vfl: 0.837944 loss_bbox: 0.330077 loss_dfl: 0.201594 loss: 1.377646 eta: 7 days, 13:20:17 batch_cost: 2.1399 data_cost: 0.0013 ips: 13.0847 images/s [11/12 04:34:02] ppdet.engine INFO: Epoch: [7] [1020/3251] learning_rate: 0.197372 loss_vfl: 0.848291 loss_bbox: 0.327137 loss_dfl: 0.197561 loss: 1.399064 eta: 7 days, 13:19:20 batch_cost: 2.1109 data_cost: 0.0009 ips: 13.2647 images/s [11/12 04:34:47] ppdet.engine INFO: Epoch: [7] [1040/3251] learning_rate: 0.197368 loss_vfl: 0.856153 loss_bbox: 0.274385 loss_dfl: 0.184479 loss: 1.321580 eta: 7 days, 13:18:12 batch_cost: 2.0710 data_cost: 0.0009 ips: 13.5203 images/s [11/12 04:35:31] ppdet.engine INFO: Epoch: [7] [1060/3251] learning_rate: 0.197363 loss_vfl: 0.862609 loss_bbox: 0.289998 loss_dfl: 0.181596 loss: 1.340591 eta: 7 days, 13:17:19 batch_cost: 2.1265 data_cost: 0.0013 ips: 13.1674 images/s [11/12 04:36:16] ppdet.engine INFO: Epoch: [7] [1080/3251] learning_rate: 0.197359 loss_vfl: 0.870273 loss_bbox: 0.315295 loss_dfl: 0.189701 loss: 1.371312 eta: 7 days, 13:16:17 batch_cost: 2.0954 data_cost: 0.0010 ips: 13.3626 images/s [11/12 04:37:01] ppdet.engine INFO: Epoch: [7] [1100/3251] learning_rate: 0.197354 loss_vfl: 0.866930 loss_bbox: 0.290023 loss_dfl: 0.189374 loss: 1.350142 eta: 7 days, 13:15:16 batch_cost: 2.0954 data_cost: 0.0009 ips: 13.3625 images/s [11/12 04:37:48] ppdet.engine INFO: Epoch: [7] [1120/3251] learning_rate: 0.197350 loss_vfl: 0.842518 loss_bbox: 0.310635 loss_dfl: 0.193785 loss: 1.333381 eta: 7 days, 13:14:49 batch_cost: 2.2291 data_cost: 0.0011 ips: 12.5610 images/s [11/12 04:38:34] ppdet.engine INFO: Epoch: [7] [1140/3251] learning_rate: 0.197345 loss_vfl: 0.885377 loss_bbox: 0.293360 loss_dfl: 0.190909 loss: 1.358005 eta: 7 days, 13:14:07 batch_cost: 2.1707 data_cost: 0.0009 ips: 12.8992 images/s [11/12 04:39:20] ppdet.engine INFO: Epoch: [7] [1160/3251] learning_rate: 0.197341 loss_vfl: 0.838411 loss_bbox: 0.291414 loss_dfl: 0.194810 loss: 1.335740 eta: 7 days, 13:13:29 batch_cost: 2.1865 data_cost: 0.0010 ips: 12.8056 images/s [11/12 04:40:06] ppdet.engine INFO: Epoch: [7] [1180/3251] learning_rate: 0.197337 loss_vfl: 0.871829 loss_bbox: 0.348003 loss_dfl: 0.215867 loss: 1.432515 eta: 7 days, 13:12:50 batch_cost: 2.1871 data_cost: 0.0011 ips: 12.8024 images/s [11/12 04:40:51] ppdet.engine INFO: Epoch: [7] [1200/3251] learning_rate: 0.197332 loss_vfl: 0.858305 loss_bbox: 0.321011 loss_dfl: 0.196629 loss: 1.410504 eta: 7 days, 13:11:59 batch_cost: 2.1347 data_cost: 0.0009 ips: 13.1166 images/s [11/12 04:41:36] ppdet.engine INFO: Epoch: [7] [1220/3251] learning_rate: 0.197328 loss_vfl: 0.862381 loss_bbox: 0.287754 loss_dfl: 0.191833 loss: 1.343427 eta: 7 days, 13:11:08 batch_cost: 2.1342 data_cost: 0.0010 ips: 13.1198 images/s [11/12 04:42:22] ppdet.engine INFO: Epoch: [7] [1240/3251] learning_rate: 0.197323 loss_vfl: 0.871000 loss_bbox: 0.304716 loss_dfl: 0.187629 loss: 1.372195 eta: 7 days, 13:10:33 batch_cost: 2.2014 data_cost: 0.0010 ips: 12.7191 images/s [11/12 04:43:07] ppdet.engine INFO: Epoch: [7] [1260/3251] learning_rate: 0.197319 loss_vfl: 0.847622 loss_bbox: 0.318961 loss_dfl: 0.203236 loss: 1.385687 eta: 7 days, 13:09:20 batch_cost: 2.0475 data_cost: 0.0010 ips: 13.6752 images/s [11/12 04:43:54] ppdet.engine INFO: Epoch: [7] [1280/3251] learning_rate: 0.197314 loss_vfl: 0.847985 loss_bbox: 0.317312 loss_dfl: 0.201074 loss: 1.383548 eta: 7 days, 13:08:44 batch_cost: 2.1933 data_cost: 0.0009 ips: 12.7663 images/s [11/12 04:44:38] ppdet.engine INFO: Epoch: [7] [1300/3251] learning_rate: 0.197310 loss_vfl: 0.860995 loss_bbox: 0.282645 loss_dfl: 0.188616 loss: 1.367898 eta: 7 days, 13:07:42 batch_cost: 2.0903 data_cost: 0.0010 ips: 13.3953 images/s [11/12 04:45:24] ppdet.engine INFO: Epoch: [7] [1320/3251] learning_rate: 0.197305 loss_vfl: 0.854743 loss_bbox: 0.311910 loss_dfl: 0.202718 loss: 1.384351 eta: 7 days, 13:06:56 batch_cost: 2.1582 data_cost: 0.0012 ips: 12.9736 images/s [11/12 04:46:08] ppdet.engine INFO: Epoch: [7] [1340/3251] learning_rate: 0.197301 loss_vfl: 0.851249 loss_bbox: 0.329556 loss_dfl: 0.200271 loss: 1.394747 eta: 7 days, 13:05:38 batch_cost: 2.0277 data_cost: 0.0010 ips: 13.8089 images/s [11/12 04:46:55] ppdet.engine INFO: Epoch: [7] [1360/3251] learning_rate: 0.197297 loss_vfl: 0.831231 loss_bbox: 0.322342 loss_dfl: 0.206020 loss: 1.394798 eta: 7 days, 13:05:06 batch_cost: 2.2115 data_cost: 0.0011 ips: 12.6612 images/s [11/12 04:47:43] ppdet.engine INFO: Epoch: [7] [1380/3251] learning_rate: 0.197292 loss_vfl: 0.856926 loss_bbox: 0.325852 loss_dfl: 0.206887 loss: 1.388645 eta: 7 days, 13:04:43 batch_cost: 2.2461 data_cost: 0.0016 ips: 12.4660 images/s [11/12 04:48:31] ppdet.engine INFO: Epoch: [7] [1400/3251] learning_rate: 0.197288 loss_vfl: 0.857483 loss_bbox: 0.311558 loss_dfl: 0.186496 loss: 1.372225 eta: 7 days, 13:04:31 batch_cost: 2.2893 data_cost: 0.0010 ips: 12.2306 images/s [11/12 04:49:17] ppdet.engine INFO: Epoch: [7] [1420/3251] learning_rate: 0.197283 loss_vfl: 0.838896 loss_bbox: 0.302051 loss_dfl: 0.196325 loss: 1.343374 eta: 7 days, 13:03:55 batch_cost: 2.1982 data_cost: 0.0009 ips: 12.7375 images/s [11/12 04:50:02] ppdet.engine INFO: Epoch: [7] [1440/3251] learning_rate: 0.197279 loss_vfl: 0.865477 loss_bbox: 0.292443 loss_dfl: 0.198679 loss: 1.396723 eta: 7 days, 13:03:06 batch_cost: 2.1432 data_cost: 0.0010 ips: 13.0643 images/s [11/12 04:50:49] ppdet.engine INFO: Epoch: [7] [1460/3251] learning_rate: 0.197274 loss_vfl: 0.844338 loss_bbox: 0.306361 loss_dfl: 0.197989 loss: 1.374447 eta: 7 days, 13:02:34 batch_cost: 2.2105 data_cost: 0.0009 ips: 12.6667 images/s [11/12 04:51:36] ppdet.engine INFO: Epoch: [7] [1480/3251] learning_rate: 0.197270 loss_vfl: 0.843355 loss_bbox: 0.342999 loss_dfl: 0.208311 loss: 1.402690 eta: 7 days, 13:02:03 batch_cost: 2.2165 data_cost: 0.0009 ips: 12.6328 images/s [11/12 04:52:23] ppdet.engine INFO: Epoch: [7] [1500/3251] learning_rate: 0.197265 loss_vfl: 0.846256 loss_bbox: 0.304906 loss_dfl: 0.200018 loss: 1.358090 eta: 7 days, 13:01:13 batch_cost: 2.1402 data_cost: 0.0013 ips: 13.0826 images/s [11/12 04:53:08] ppdet.engine INFO: Epoch: [7] [1520/3251] learning_rate: 0.197261 loss_vfl: 0.851725 loss_bbox: 0.324495 loss_dfl: 0.207688 loss: 1.369650 eta: 7 days, 13:00:23 batch_cost: 2.1394 data_cost: 0.0010 ips: 13.0875 images/s [11/12 04:53:54] ppdet.engine INFO: Epoch: [7] [1540/3251] learning_rate: 0.197256 loss_vfl: 0.864356 loss_bbox: 0.318092 loss_dfl: 0.197964 loss: 1.391580 eta: 7 days, 12:59:37 batch_cost: 2.1543 data_cost: 0.0011 ips: 12.9973 images/s [11/12 04:54:39] ppdet.engine INFO: Epoch: [7] [1560/3251] learning_rate: 0.197252 loss_vfl: 0.846842 loss_bbox: 0.308185 loss_dfl: 0.187756 loss: 1.343508 eta: 7 days, 12:58:36 batch_cost: 2.0933 data_cost: 0.0013 ips: 13.3757 images/s [11/12 04:55:24] ppdet.engine INFO: Epoch: [7] [1580/3251] learning_rate: 0.197247 loss_vfl: 0.860934 loss_bbox: 0.286061 loss_dfl: 0.194252 loss: 1.388747 eta: 7 days, 12:57:46 batch_cost: 2.1396 data_cost: 0.0011 ips: 13.0863 images/s [11/12 04:56:14] ppdet.engine INFO: Epoch: [7] [1600/3251] learning_rate: 0.197243 loss_vfl: 0.856607 loss_bbox: 0.319443 loss_dfl: 0.201243 loss: 1.391903 eta: 7 days, 12:57:31 batch_cost: 2.2808 data_cost: 0.0014 ips: 12.2764 images/s [11/12 04:57:00] ppdet.engine INFO: Epoch: [7] [1620/3251] learning_rate: 0.197238 loss_vfl: 0.862190 loss_bbox: 0.323056 loss_dfl: 0.196736 loss: 1.376321 eta: 7 days, 12:56:48 batch_cost: 2.1662 data_cost: 0.0020 ips: 12.9260 images/s [11/12 04:57:49] ppdet.engine INFO: Epoch: [7] [1640/3251] learning_rate: 0.197234 loss_vfl: 0.839582 loss_bbox: 0.296173 loss_dfl: 0.191667 loss: 1.323534 eta: 7 days, 12:56:41 batch_cost: 2.3162 data_cost: 0.0009 ips: 12.0887 images/s [11/12 04:58:33] ppdet.engine INFO: Epoch: [7] [1660/3251] learning_rate: 0.197229 loss_vfl: 0.847827 loss_bbox: 0.281793 loss_dfl: 0.179489 loss: 1.314303 eta: 7 days, 12:55:46 batch_cost: 2.1159 data_cost: 0.0010 ips: 13.2333 images/s [11/12 04:59:19] ppdet.engine INFO: Epoch: [7] [1680/3251] learning_rate: 0.197225 loss_vfl: 0.853419 loss_bbox: 0.340855 loss_dfl: 0.193225 loss: 1.397779 eta: 7 days, 12:55:09 batch_cost: 2.1925 data_cost: 0.0010 ips: 12.7708 images/s [11/12 05:00:07] ppdet.engine INFO: Epoch: [7] [1700/3251] learning_rate: 0.197220 loss_vfl: 0.852790 loss_bbox: 0.295847 loss_dfl: 0.188351 loss: 1.368124 eta: 7 days, 12:55:01 batch_cost: 2.3124 data_cost: 0.0009 ips: 12.1087 images/s [11/12 05:00:54] ppdet.engine INFO: Epoch: [7] [1720/3251] learning_rate: 0.197216 loss_vfl: 0.848772 loss_bbox: 0.331979 loss_dfl: 0.212544 loss: 1.390197 eta: 7 days, 12:54:23 batch_cost: 2.1882 data_cost: 0.0015 ips: 12.7961 images/s [11/12 05:01:40] ppdet.engine INFO: Epoch: [7] [1740/3251] learning_rate: 0.197211 loss_vfl: 0.855733 loss_bbox: 0.293516 loss_dfl: 0.185844 loss: 1.331119 eta: 7 days, 12:53:43 batch_cost: 2.1763 data_cost: 0.0009 ips: 12.8656 images/s [11/12 05:02:26] ppdet.engine INFO: Epoch: [7] [1760/3251] learning_rate: 0.197207 loss_vfl: 0.873206 loss_bbox: 0.290241 loss_dfl: 0.198681 loss: 1.361501 eta: 7 days, 12:52:53 batch_cost: 2.1413 data_cost: 0.0016 ips: 13.0761 images/s [11/12 05:03:12] ppdet.engine INFO: Epoch: [7] [1780/3251] learning_rate: 0.197202 loss_vfl: 0.844057 loss_bbox: 0.319137 loss_dfl: 0.202043 loss: 1.383381 eta: 7 days, 12:52:15 batch_cost: 2.1896 data_cost: 0.0010 ips: 12.7875 images/s [11/12 05:03:58] ppdet.engine INFO: Epoch: [7] [1800/3251] learning_rate: 0.197197 loss_vfl: 0.838511 loss_bbox: 0.304752 loss_dfl: 0.201972 loss: 1.378737 eta: 7 days, 12:51:40 batch_cost: 2.1978 data_cost: 0.0013 ips: 12.7402 images/s [11/12 05:04:42] ppdet.engine INFO: Epoch: [7] [1820/3251] learning_rate: 0.197193 loss_vfl: 0.837822 loss_bbox: 0.285386 loss_dfl: 0.181521 loss: 1.295780 eta: 7 days, 12:50:33 batch_cost: 2.0719 data_cost: 0.0011 ips: 13.5140 images/s [11/12 05:05:31] ppdet.engine INFO: Epoch: [7] [1840/3251] learning_rate: 0.197188 loss_vfl: 0.859143 loss_bbox: 0.304311 loss_dfl: 0.182686 loss: 1.369649 eta: 7 days, 12:50:28 batch_cost: 2.3206 data_cost: 0.0009 ips: 12.0661 images/s [11/12 05:06:15] ppdet.engine INFO: Epoch: [7] [1860/3251] learning_rate: 0.197184 loss_vfl: 0.871276 loss_bbox: 0.330361 loss_dfl: 0.203801 loss: 1.394176 eta: 7 days, 12:49:19 batch_cost: 2.0646 data_cost: 0.0009 ips: 13.5620 images/s [11/12 05:07:01] ppdet.engine INFO: Epoch: [7] [1880/3251] learning_rate: 0.197179 loss_vfl: 0.846846 loss_bbox: 0.309317 loss_dfl: 0.193982 loss: 1.372685 eta: 7 days, 12:48:50 batch_cost: 2.2225 data_cost: 0.0010 ips: 12.5982 images/s [11/12 05:07:49] ppdet.engine INFO: Epoch: [7] [1900/3251] learning_rate: 0.197175 loss_vfl: 0.834504 loss_bbox: 0.295126 loss_dfl: 0.190285 loss: 1.314487 eta: 7 days, 12:48:08 batch_cost: 2.1736 data_cost: 0.0010 ips: 12.8817 images/s [11/12 05:08:33] ppdet.engine INFO: Epoch: [7] [1920/3251] learning_rate: 0.197170 loss_vfl: 0.854596 loss_bbox: 0.308680 loss_dfl: 0.188807 loss: 1.318887 eta: 7 days, 12:47:06 batch_cost: 2.0868 data_cost: 0.0010 ips: 13.4175 images/s [11/12 05:09:19] ppdet.engine INFO: Epoch: [7] [1940/3251] learning_rate: 0.197166 loss_vfl: 0.865830 loss_bbox: 0.298363 loss_dfl: 0.185060 loss: 1.366898 eta: 7 days, 12:46:24 batch_cost: 2.1717 data_cost: 0.0010 ips: 12.8933 images/s [11/12 05:10:06] ppdet.engine INFO: Epoch: [7] [1960/3251] learning_rate: 0.197161 loss_vfl: 0.861523 loss_bbox: 0.295615 loss_dfl: 0.191781 loss: 1.357143 eta: 7 days, 12:45:36 batch_cost: 2.1482 data_cost: 0.0009 ips: 13.0341 images/s [11/12 05:10:50] ppdet.engine INFO: Epoch: [7] [1980/3251] learning_rate: 0.197156 loss_vfl: 0.840827 loss_bbox: 0.292496 loss_dfl: 0.203487 loss: 1.384369 eta: 7 days, 12:44:32 batch_cost: 2.0840 data_cost: 0.0014 ips: 13.4359 images/s [11/12 05:11:38] ppdet.engine INFO: Epoch: [7] [2000/3251] learning_rate: 0.197152 loss_vfl: 0.835142 loss_bbox: 0.323466 loss_dfl: 0.200414 loss: 1.356770 eta: 7 days, 12:44:05 batch_cost: 2.2328 data_cost: 0.0009 ips: 12.5400 images/s [11/12 05:12:22] ppdet.engine INFO: Epoch: [7] [2020/3251] learning_rate: 0.197147 loss_vfl: 0.855309 loss_bbox: 0.294003 loss_dfl: 0.179937 loss: 1.315180 eta: 7 days, 12:42:57 batch_cost: 2.0642 data_cost: 0.0010 ips: 13.5645 images/s [11/12 05:13:06] ppdet.engine INFO: Epoch: [7] [2040/3251] learning_rate: 0.197143 loss_vfl: 0.847356 loss_bbox: 0.284709 loss_dfl: 0.174083 loss: 1.331828 eta: 7 days, 12:41:43 batch_cost: 2.0391 data_cost: 0.0016 ips: 13.7316 images/s [11/12 05:13:51] ppdet.engine INFO: Epoch: [7] [2060/3251] learning_rate: 0.197138 loss_vfl: 0.852284 loss_bbox: 0.303875 loss_dfl: 0.189136 loss: 1.331257 eta: 7 days, 12:41:02 batch_cost: 2.1758 data_cost: 0.0010 ips: 12.8690 images/s [11/12 05:14:36] ppdet.engine INFO: Epoch: [7] [2080/3251] learning_rate: 0.197134 loss_vfl: 0.869702 loss_bbox: 0.310485 loss_dfl: 0.197992 loss: 1.400453 eta: 7 days, 12:40:11 batch_cost: 2.1322 data_cost: 0.0010 ips: 13.1319 images/s [11/12 05:15:20] ppdet.engine INFO: Epoch: [7] [2100/3251] learning_rate: 0.197129 loss_vfl: 0.853828 loss_bbox: 0.318937 loss_dfl: 0.204845 loss: 1.361709 eta: 7 days, 12:39:02 batch_cost: 2.0607 data_cost: 0.0011 ips: 13.5873 images/s [11/12 05:16:07] ppdet.engine INFO: Epoch: [7] [2120/3251] learning_rate: 0.197124 loss_vfl: 0.839152 loss_bbox: 0.327217 loss_dfl: 0.210871 loss: 1.379081 eta: 7 days, 12:38:26 batch_cost: 2.1976 data_cost: 0.0010 ips: 12.7413 images/s [11/12 05:16:50] ppdet.engine INFO: Epoch: [7] [2140/3251] learning_rate: 0.197120 loss_vfl: 0.867534 loss_bbox: 0.292029 loss_dfl: 0.186695 loss: 1.353861 eta: 7 days, 12:37:03 batch_cost: 2.0019 data_cost: 0.0010 ips: 13.9864 images/s [11/12 05:17:37] ppdet.engine INFO: Epoch: [7] [2160/3251] learning_rate: 0.197115 loss_vfl: 0.840657 loss_bbox: 0.290653 loss_dfl: 0.186555 loss: 1.310053 eta: 7 days, 12:36:18 batch_cost: 2.1593 data_cost: 0.0010 ips: 12.9674 images/s [11/12 05:18:21] ppdet.engine INFO: Epoch: [7] [2180/3251] learning_rate: 0.197111 loss_vfl: 0.860792 loss_bbox: 0.313130 loss_dfl: 0.195832 loss: 1.380217 eta: 7 days, 12:35:16 batch_cost: 2.0870 data_cost: 0.0010 ips: 13.4163 images/s [11/12 05:19:08] ppdet.engine INFO: Epoch: [7] [2200/3251] learning_rate: 0.197106 loss_vfl: 0.873901 loss_bbox: 0.335375 loss_dfl: 0.215740 loss: 1.431996 eta: 7 days, 12:34:24 batch_cost: 2.1314 data_cost: 0.0010 ips: 13.1370 images/s [11/12 05:19:55] ppdet.engine INFO: Epoch: [7] [2220/3251] learning_rate: 0.197101 loss_vfl: 0.863377 loss_bbox: 0.280338 loss_dfl: 0.176961 loss: 1.320674 eta: 7 days, 12:33:49 batch_cost: 2.2006 data_cost: 0.0012 ips: 12.7240 images/s [11/12 05:20:40] ppdet.engine INFO: Epoch: [7] [2240/3251] learning_rate: 0.197097 loss_vfl: 0.849093 loss_bbox: 0.319424 loss_dfl: 0.190688 loss: 1.361530 eta: 7 days, 12:33:05 batch_cost: 2.1638 data_cost: 0.0011 ips: 12.9405 images/s [11/12 05:21:26] ppdet.engine INFO: Epoch: [7] [2260/3251] learning_rate: 0.197092 loss_vfl: 0.860752 loss_bbox: 0.296544 loss_dfl: 0.191742 loss: 1.374979 eta: 7 days, 12:32:12 batch_cost: 2.1240 data_cost: 0.0011 ips: 13.1827 images/s [11/12 05:22:12] ppdet.engine INFO: Epoch: [7] [2280/3251] learning_rate: 0.197087 loss_vfl: 0.862156 loss_bbox: 0.327736 loss_dfl: 0.208801 loss: 1.414603 eta: 7 days, 12:31:32 batch_cost: 2.1772 data_cost: 0.0011 ips: 12.8607 images/s [11/12 05:22:57] ppdet.engine INFO: Epoch: [7] [2300/3251] learning_rate: 0.197083 loss_vfl: 0.837261 loss_bbox: 0.294039 loss_dfl: 0.188987 loss: 1.345559 eta: 7 days, 12:30:29 batch_cost: 2.0868 data_cost: 0.0011 ips: 13.4174 images/s [11/12 05:23:41] ppdet.engine INFO: Epoch: [7] [2320/3251] learning_rate: 0.197078 loss_vfl: 0.856074 loss_bbox: 0.305249 loss_dfl: 0.187367 loss: 1.339768 eta: 7 days, 12:29:20 batch_cost: 2.0589 data_cost: 0.0009 ips: 13.5998 images/s [11/12 05:24:27] ppdet.engine INFO: Epoch: [7] [2340/3251] learning_rate: 0.197073 loss_vfl: 0.858795 loss_bbox: 0.325332 loss_dfl: 0.204951 loss: 1.392035 eta: 7 days, 12:28:27 batch_cost: 2.1229 data_cost: 0.0017 ips: 13.1893 images/s [11/12 05:25:15] ppdet.engine INFO: Epoch: [7] [2360/3251] learning_rate: 0.197069 loss_vfl: 0.862189 loss_bbox: 0.312292 loss_dfl: 0.194073 loss: 1.354698 eta: 7 days, 12:28:16 batch_cost: 2.3010 data_cost: 0.0014 ips: 12.1684 images/s [11/12 05:26:02] ppdet.engine INFO: Epoch: [7] [2380/3251] learning_rate: 0.197064 loss_vfl: 0.868114 loss_bbox: 0.307026 loss_dfl: 0.185184 loss: 1.377474 eta: 7 days, 12:27:32 batch_cost: 2.1622 data_cost: 0.0011 ips: 12.9500 images/s [11/12 05:26:46] ppdet.engine INFO: Epoch: [7] [2400/3251] learning_rate: 0.197060 loss_vfl: 0.834245 loss_bbox: 0.310479 loss_dfl: 0.204329 loss: 1.393128 eta: 7 days, 12:26:41 batch_cost: 2.1365 data_cost: 0.0010 ips: 13.1054 images/s [11/12 05:27:33] ppdet.engine INFO: Epoch: [7] [2420/3251] learning_rate: 0.197055 loss_vfl: 0.850609 loss_bbox: 0.313507 loss_dfl: 0.201205 loss: 1.350990 eta: 7 days, 12:26:17 batch_cost: 2.2470 data_cost: 0.0010 ips: 12.4612 images/s [11/12 05:28:20] ppdet.engine INFO: Epoch: [7] [2440/3251] learning_rate: 0.197050 loss_vfl: 0.853597 loss_bbox: 0.274370 loss_dfl: 0.176936 loss: 1.318022 eta: 7 days, 12:25:50 batch_cost: 2.2320 data_cost: 0.0010 ips: 12.5450 images/s [11/12 05:29:07] ppdet.engine INFO: Epoch: [7] [2460/3251] learning_rate: 0.197046 loss_vfl: 0.855261 loss_bbox: 0.330804 loss_dfl: 0.205557 loss: 1.410096 eta: 7 days, 12:25:04 batch_cost: 2.1537 data_cost: 0.0010 ips: 13.0010 images/s [11/12 05:29:53] ppdet.engine INFO: Epoch: [7] [2480/3251] learning_rate: 0.197041 loss_vfl: 0.852670 loss_bbox: 0.291446 loss_dfl: 0.192816 loss: 1.354075 eta: 7 days, 12:24:23 batch_cost: 2.1763 data_cost: 0.0012 ips: 12.8656 images/s [11/12 05:30:38] ppdet.engine INFO: Epoch: [7] [2500/3251] learning_rate: 0.197036 loss_vfl: 0.850553 loss_bbox: 0.286490 loss_dfl: 0.187930 loss: 1.360965 eta: 7 days, 12:23:39 batch_cost: 2.1620 data_cost: 0.0010 ips: 12.9507 images/s [11/12 05:31:24] ppdet.engine INFO: Epoch: [7] [2520/3251] learning_rate: 0.197032 loss_vfl: 0.851518 loss_bbox: 0.304679 loss_dfl: 0.189134 loss: 1.344028 eta: 7 days, 12:22:48 batch_cost: 2.1365 data_cost: 0.0010 ips: 13.1057 images/s [11/12 05:32:07] ppdet.engine INFO: Epoch: [7] [2540/3251] learning_rate: 0.197027 loss_vfl: 0.840200 loss_bbox: 0.336190 loss_dfl: 0.195104 loss: 1.340882 eta: 7 days, 12:21:34 batch_cost: 2.0360 data_cost: 0.0009 ips: 13.7527 images/s [11/12 05:32:54] ppdet.engine INFO: Epoch: [7] [2560/3251] learning_rate: 0.197022 loss_vfl: 0.836892 loss_bbox: 0.324185 loss_dfl: 0.201080 loss: 1.344891 eta: 7 days, 12:20:52 batch_cost: 2.1713 data_cost: 0.0011 ips: 12.8955 images/s [11/12 05:33:42] ppdet.engine INFO: Epoch: [7] [2580/3251] learning_rate: 0.197018 loss_vfl: 0.837153 loss_bbox: 0.296065 loss_dfl: 0.190277 loss: 1.345688 eta: 7 days, 12:20:16 batch_cost: 2.1939 data_cost: 0.0010 ips: 12.7628 images/s [11/12 05:34:27] ppdet.engine INFO: Epoch: [7] [2600/3251] learning_rate: 0.197013 loss_vfl: 0.860256 loss_bbox: 0.280632 loss_dfl: 0.180166 loss: 1.351380 eta: 7 days, 12:19:34 batch_cost: 2.1739 data_cost: 0.0010 ips: 12.8799 images/s [11/12 05:35:13] ppdet.engine INFO: Epoch: [7] [2620/3251] learning_rate: 0.197008 loss_vfl: 0.862030 loss_bbox: 0.321745 loss_dfl: 0.212321 loss: 1.409514 eta: 7 days, 12:18:28 batch_cost: 2.0672 data_cost: 0.0012 ips: 13.5448 images/s [11/12 05:35:59] ppdet.engine INFO: Epoch: [7] [2640/3251] learning_rate: 0.197003 loss_vfl: 0.843216 loss_bbox: 0.349265 loss_dfl: 0.208853 loss: 1.404187 eta: 7 days, 12:17:52 batch_cost: 2.1990 data_cost: 0.0011 ips: 12.7329 images/s [11/12 05:36:47] ppdet.engine INFO: Epoch: [7] [2660/3251] learning_rate: 0.196999 loss_vfl: 0.859783 loss_bbox: 0.308147 loss_dfl: 0.193362 loss: 1.376392 eta: 7 days, 12:17:30 batch_cost: 2.2560 data_cost: 0.0010 ips: 12.4115 images/s [11/12 05:37:35] ppdet.engine INFO: Epoch: [7] [2680/3251] learning_rate: 0.196994 loss_vfl: 0.848290 loss_bbox: 0.277789 loss_dfl: 0.178756 loss: 1.303567 eta: 7 days, 12:16:56 batch_cost: 2.2050 data_cost: 0.0010 ips: 12.6982 images/s [11/12 05:38:21] ppdet.engine INFO: Epoch: [7] [2700/3251] learning_rate: 0.196989 loss_vfl: 0.866738 loss_bbox: 0.335750 loss_dfl: 0.196699 loss: 1.408019 eta: 7 days, 12:16:22 batch_cost: 2.2072 data_cost: 0.0010 ips: 12.6858 images/s [11/12 05:39:05] ppdet.engine INFO: Epoch: [7] [2720/3251] learning_rate: 0.196985 loss_vfl: 0.862201 loss_bbox: 0.291862 loss_dfl: 0.200155 loss: 1.369040 eta: 7 days, 12:14:52 batch_cost: 1.9668 data_cost: 0.0010 ips: 14.2367 images/s [11/12 05:39:53] ppdet.engine INFO: Epoch: [7] [2740/3251] learning_rate: 0.196980 loss_vfl: 0.852809 loss_bbox: 0.326097 loss_dfl: 0.195310 loss: 1.342829 eta: 7 days, 12:14:38 batch_cost: 2.2881 data_cost: 0.0011 ips: 12.2375 images/s [11/12 05:40:39] ppdet.engine INFO: Epoch: [7] [2760/3251] learning_rate: 0.196975 loss_vfl: 0.863567 loss_bbox: 0.316681 loss_dfl: 0.196331 loss: 1.381395 eta: 7 days, 12:14:04 batch_cost: 2.2062 data_cost: 0.0010 ips: 12.6914 images/s [11/12 05:41:24] ppdet.engine INFO: Epoch: [7] [2780/3251] learning_rate: 0.196971 loss_vfl: 0.868315 loss_bbox: 0.318399 loss_dfl: 0.210746 loss: 1.386085 eta: 7 days, 12:13:05 batch_cost: 2.1009 data_cost: 0.0014 ips: 13.3276 images/s [11/12 05:42:10] ppdet.engine INFO: Epoch: [7] [2800/3251] learning_rate: 0.196966 loss_vfl: 0.838377 loss_bbox: 0.308689 loss_dfl: 0.198444 loss: 1.329867 eta: 7 days, 12:12:30 batch_cost: 2.2009 data_cost: 0.0015 ips: 12.7220 images/s [11/12 05:42:54] ppdet.engine INFO: Epoch: [7] [2820/3251] learning_rate: 0.196961 loss_vfl: 0.851270 loss_bbox: 0.300707 loss_dfl: 0.195219 loss: 1.328125 eta: 7 days, 12:11:15 batch_cost: 2.0287 data_cost: 0.0021 ips: 13.8018 images/s [11/12 05:43:39] ppdet.engine INFO: Epoch: [7] [2840/3251] learning_rate: 0.196956 loss_vfl: 0.834608 loss_bbox: 0.287302 loss_dfl: 0.192059 loss: 1.315260 eta: 7 days, 12:10:23 batch_cost: 2.1311 data_cost: 0.0010 ips: 13.1390 images/s [11/12 05:44:28] ppdet.engine INFO: Epoch: [7] [2860/3251] learning_rate: 0.196952 loss_vfl: 0.856064 loss_bbox: 0.281637 loss_dfl: 0.178511 loss: 1.316336 eta: 7 days, 12:10:13 batch_cost: 2.3080 data_cost: 0.0009 ips: 12.1319 images/s [11/12 05:45:13] ppdet.engine INFO: Epoch: [7] [2880/3251] learning_rate: 0.196947 loss_vfl: 0.848101 loss_bbox: 0.338449 loss_dfl: 0.206001 loss: 1.418049 eta: 7 days, 12:09:29 batch_cost: 2.1593 data_cost: 0.0012 ips: 12.9672 images/s [11/12 05:45:58] ppdet.engine INFO: Epoch: [7] [2900/3251] learning_rate: 0.196942 loss_vfl: 0.886602 loss_bbox: 0.286602 loss_dfl: 0.186360 loss: 1.368739 eta: 7 days, 12:08:45 batch_cost: 2.1630 data_cost: 0.0010 ips: 12.9452 images/s [11/12 05:46:44] ppdet.engine INFO: Epoch: [7] [2920/3251] learning_rate: 0.196937 loss_vfl: 0.849098 loss_bbox: 0.295099 loss_dfl: 0.197016 loss: 1.365282 eta: 7 days, 12:07:48 batch_cost: 2.1076 data_cost: 0.0011 ips: 13.2850 images/s [11/12 05:47:30] ppdet.engine INFO: Epoch: [7] [2940/3251] learning_rate: 0.196933 loss_vfl: 0.832833 loss_bbox: 0.321659 loss_dfl: 0.198173 loss: 1.362821 eta: 7 days, 12:07:03 batch_cost: 2.1580 data_cost: 0.0010 ips: 12.9751 images/s [11/12 05:48:19] ppdet.engine INFO: Epoch: [7] [2960/3251] learning_rate: 0.196928 loss_vfl: 0.859465 loss_bbox: 0.314943 loss_dfl: 0.195678 loss: 1.370930 eta: 7 days, 12:07:03 batch_cost: 2.3551 data_cost: 0.0010 ips: 11.8893 images/s [11/12 05:49:06] ppdet.engine INFO: Epoch: [7] [2980/3251] learning_rate: 0.196923 loss_vfl: 0.840148 loss_bbox: 0.326742 loss_dfl: 0.209129 loss: 1.365893 eta: 7 days, 12:06:26 batch_cost: 2.1923 data_cost: 0.0010 ips: 12.7717 images/s [11/12 05:49:52] ppdet.engine INFO: Epoch: [7] [3000/3251] learning_rate: 0.196918 loss_vfl: 0.875305 loss_bbox: 0.280891 loss_dfl: 0.192017 loss: 1.341944 eta: 7 days, 12:05:41 batch_cost: 2.1577 data_cost: 0.0010 ips: 12.9768 images/s [11/12 05:50:36] ppdet.engine INFO: Epoch: [7] [3020/3251] learning_rate: 0.196914 loss_vfl: 0.851766 loss_bbox: 0.300459 loss_dfl: 0.201334 loss: 1.360553 eta: 7 days, 12:04:43 batch_cost: 2.1038 data_cost: 0.0010 ips: 13.3092 images/s [11/12 05:51:22] ppdet.engine INFO: Epoch: [7] [3040/3251] learning_rate: 0.196909 loss_vfl: 0.840129 loss_bbox: 0.301289 loss_dfl: 0.188856 loss: 1.342868 eta: 7 days, 12:04:01 batch_cost: 2.1712 data_cost: 0.0010 ips: 12.8964 images/s [11/12 05:52:09] ppdet.engine INFO: Epoch: [7] [3060/3251] learning_rate: 0.196904 loss_vfl: 0.844526 loss_bbox: 0.329575 loss_dfl: 0.206354 loss: 1.384431 eta: 7 days, 12:03:33 batch_cost: 2.2329 data_cost: 0.0009 ips: 12.5396 images/s [11/12 05:52:55] ppdet.engine INFO: Epoch: [7] [3080/3251] learning_rate: 0.196899 loss_vfl: 0.863244 loss_bbox: 0.296074 loss_dfl: 0.199218 loss: 1.364139 eta: 7 days, 12:02:53 batch_cost: 2.1805 data_cost: 0.0013 ips: 12.8412 images/s [11/12 05:53:42] ppdet.engine INFO: Epoch: [7] [3100/3251] learning_rate: 0.196895 loss_vfl: 0.861181 loss_bbox: 0.293823 loss_dfl: 0.189557 loss: 1.336511 eta: 7 days, 12:02:33 batch_cost: 2.2655 data_cost: 0.0009 ips: 12.3591 images/s [11/12 05:54:27] ppdet.engine INFO: Epoch: [7] [3120/3251] learning_rate: 0.196890 loss_vfl: 0.873867 loss_bbox: 0.262918 loss_dfl: 0.173255 loss: 1.321757 eta: 7 days, 12:01:40 batch_cost: 2.1221 data_cost: 0.0029 ips: 13.1947 images/s [11/12 05:55:13] ppdet.engine INFO: Epoch: [7] [3140/3251] learning_rate: 0.196885 loss_vfl: 0.855242 loss_bbox: 0.327143 loss_dfl: 0.195559 loss: 1.393731 eta: 7 days, 12:00:46 batch_cost: 2.1207 data_cost: 0.0010 ips: 13.2031 images/s [11/12 05:55:59] ppdet.engine INFO: Epoch: [7] [3160/3251] learning_rate: 0.196880 loss_vfl: 0.859208 loss_bbox: 0.318315 loss_dfl: 0.200007 loss: 1.392743 eta: 7 days, 12:00:04 batch_cost: 2.1716 data_cost: 0.0009 ips: 12.8935 images/s [11/12 05:56:44] ppdet.engine INFO: Epoch: [7] [3180/3251] learning_rate: 0.196875 loss_vfl: 0.877212 loss_bbox: 0.314560 loss_dfl: 0.195645 loss: 1.383197 eta: 7 days, 11:59:19 batch_cost: 2.1588 data_cost: 0.0009 ips: 12.9705 images/s [11/12 05:57:31] ppdet.engine INFO: Epoch: [7] [3200/3251] learning_rate: 0.196871 loss_vfl: 0.851267 loss_bbox: 0.288144 loss_dfl: 0.181179 loss: 1.331313 eta: 7 days, 11:58:50 batch_cost: 2.2301 data_cost: 0.0012 ips: 12.5553 images/s [11/12 05:58:14] ppdet.engine INFO: Epoch: [7] [3220/3251] learning_rate: 0.196866 loss_vfl: 0.874659 loss_bbox: 0.315273 loss_dfl: 0.197905 loss: 1.380543 eta: 7 days, 11:57:34 batch_cost: 2.0207 data_cost: 0.0010 ips: 13.8564 images/s [11/12 05:59:01] ppdet.engine INFO: Epoch: [7] [3240/3251] learning_rate: 0.196861 loss_vfl: 0.857731 loss_bbox: 0.308706 loss_dfl: 0.196862 loss: 1.378814 eta: 7 days, 11:57:05 batch_cost: 2.2302 data_cost: 0.0015 ips: 12.5548 images/s [11/12 05:59:20] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_lcnet_2_5x_640_mainbody [11/12 05:59:20] ppdet.engine INFO: Eval iter: 0 [11/12 06:00:07] ppdet.engine INFO: Eval iter: 100 [11/12 06:00:33] ppdet.engine INFO: Eval iter: 200 [11/12 06:00:59] ppdet.engine INFO: Eval iter: 300 [11/12 06:01:26] ppdet.engine INFO: Eval iter: 400 [11/12 06:01:53] ppdet.engine INFO: Eval iter: 500 [11/12 06:02:19] ppdet.engine INFO: Eval iter: 600 [11/12 06:02:46] ppdet.engine INFO: Eval iter: 700 [11/12 06:03:13] ppdet.engine INFO: Eval iter: 800 [11/12 06:03:43] ppdet.engine INFO: Eval iter: 900 [11/12 06:04:10] ppdet.engine INFO: Eval iter: 1000 [11/12 06:04:37] ppdet.engine INFO: Eval iter: 1100 [11/12 06:05:03] ppdet.engine INFO: Eval iter: 1200 [11/12 06:05:30] ppdet.engine INFO: Eval iter: 1300 [11/12 06:05:58] ppdet.engine INFO: Eval iter: 1400 [11/12 06:06:26] ppdet.engine INFO: Eval iter: 1500 [11/12 06:06:52] ppdet.engine INFO: Eval iter: 1600 [11/12 06:07:18] ppdet.engine INFO: Eval iter: 1700 [11/12 06:07:45] ppdet.engine INFO: Eval iter: 1800 [11/12 06:08:12] ppdet.engine INFO: Eval iter: 1900 [11/12 06:08:39] ppdet.engine INFO: Eval iter: 2000 [11/12 06:09:07] ppdet.engine INFO: Eval iter: 2100 [11/12 06:09:34] ppdet.engine INFO: Eval iter: 2200 [11/12 06:10:01] ppdet.engine INFO: Eval iter: 2300 [11/12 06:11:01] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json. loading annotations into memory... Done (t=1.18s) creating index... index created! [11/12 06:11:03] ppdet.metrics.coco_utils INFO: Start evaluate... Loading and preparing results... DONE (t=18.05s) creating index... index created! Running per image evaluation... Evaluate annotation type *bbox* DONE (t=378.78s). Accumulating evaluation results... DONE (t=30.09s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.357 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.557 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.375 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.178 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.391 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.485 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.077 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.372 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.569 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.317 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.587 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.738 [11/12 06:18:13] ppdet.engine INFO: Total sample number: 19074, averge FPS: 28.581537511013575 [11/12 06:18:13] ppdet.engine INFO: Best test bbox ap is 0.357. [11/12 06:18:13] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_lcnet_2_5x_640_mainbody [11/12 06:18:15] ppdet.engine INFO: Epoch: [8] [ 0/3251] learning_rate: 0.196858 loss_vfl: 0.861143 loss_bbox: 0.283804 loss_dfl: 0.189002 loss: 1.347469 eta: 7 days, 11:54:03 batch_cost: 1.5179 data_cost: 0.0014 ips: 18.4460 images/s [11/12 06:19:01] ppdet.engine INFO: Epoch: [8] [ 20/3251] learning_rate: 0.196854 loss_vfl: 0.847985 loss_bbox: 0.310933 loss_dfl: 0.190352 loss: 1.362851 eta: 7 days, 11:53:14 batch_cost: 2.1400 data_cost: 0.0011 ips: 13.0843 images/s [11/12 06:19:47] ppdet.engine INFO: Epoch: [8] [ 40/3251] learning_rate: 0.196849 loss_vfl: 0.850040 loss_bbox: 0.301587 loss_dfl: 0.186992 loss: 1.354639 eta: 7 days, 11:52:21 batch_cost: 2.1252 data_cost: 0.0010 ips: 13.1750 images/s [11/12 06:20:32] ppdet.engine INFO: Epoch: [8] [ 60/3251] learning_rate: 0.196844 loss_vfl: 0.866313 loss_bbox: 0.313549 loss_dfl: 0.183168 loss: 1.382111 eta: 7 days, 11:51:18 batch_cost: 2.0775 data_cost: 0.0010 ips: 13.4775 images/s [11/12 06:21:19] ppdet.engine INFO: Epoch: [8] [ 80/3251] learning_rate: 0.196839 loss_vfl: 0.847300 loss_bbox: 0.271700 loss_dfl: 0.173245 loss: 1.307444 eta: 7 days, 11:50:36 batch_cost: 2.1714 data_cost: 0.0010 ips: 12.8948 images/s [11/12 06:22:03] ppdet.engine INFO: Epoch: [8] [ 100/3251] learning_rate: 0.196834 loss_vfl: 0.873508 loss_bbox: 0.317040 loss_dfl: 0.203132 loss: 1.372620 eta: 7 days, 11:49:38 batch_cost: 2.1009 data_cost: 0.0010 ips: 13.3278 images/s [11/12 06:22:49] ppdet.engine INFO: Epoch: [8] [ 120/3251] learning_rate: 0.196829 loss_vfl: 0.862483 loss_bbox: 0.308360 loss_dfl: 0.186830 loss: 1.346330 eta: 7 days, 11:48:39 batch_cost: 2.0967 data_cost: 0.0010 ips: 13.3540 images/s [11/12 06:23:33] ppdet.engine INFO: Epoch: [8] [ 140/3251] learning_rate: 0.196825 loss_vfl: 0.849112 loss_bbox: 0.296874 loss_dfl: 0.199600 loss: 1.343789 eta: 7 days, 11:47:34 batch_cost: 2.0695 data_cost: 0.0017 ips: 13.5296 images/s [11/12 06:24:18] ppdet.engine INFO: Epoch: [8] [ 160/3251] learning_rate: 0.196820 loss_vfl: 0.827584 loss_bbox: 0.310971 loss_dfl: 0.193242 loss: 1.370732 eta: 7 days, 11:46:41 batch_cost: 2.1210 data_cost: 0.0011 ips: 13.2014 images/s [11/12 06:25:05] ppdet.engine INFO: Epoch: [8] [ 180/3251] learning_rate: 0.196815 loss_vfl: 0.864038 loss_bbox: 0.289973 loss_dfl: 0.185927 loss: 1.317111 eta: 7 days, 11:46:19 batch_cost: 2.2613 data_cost: 0.0009 ips: 12.3823 images/s [11/12 06:25:52] ppdet.engine INFO: Epoch: [8] [ 200/3251] learning_rate: 0.196810 loss_vfl: 0.854907 loss_bbox: 0.304124 loss_dfl: 0.197605 loss: 1.383613 eta: 7 days, 11:45:36 batch_cost: 2.1666 data_cost: 0.0009 ips: 12.9235 images/s [11/12 06:26:38] ppdet.engine INFO: Epoch: [8] [ 220/3251] learning_rate: 0.196805 loss_vfl: 0.856046 loss_bbox: 0.320544 loss_dfl: 0.197860 loss: 1.345410 eta: 7 days, 11:44:47 batch_cost: 2.1406 data_cost: 0.0009 ips: 13.0805 images/s [11/12 06:27:25] ppdet.engine INFO: Epoch: [8] [ 240/3251] learning_rate: 0.196800 loss_vfl: 0.877995 loss_bbox: 0.295347 loss_dfl: 0.191162 loss: 1.348919 eta: 7 days, 11:44:30 batch_cost: 2.2805 data_cost: 0.0015 ips: 12.2781 images/s [11/12 06:28:10] ppdet.engine INFO: Epoch: [8] [ 260/3251] learning_rate: 0.196796 loss_vfl: 0.837028 loss_bbox: 0.311051 loss_dfl: 0.200362 loss: 1.370510 eta: 7 days, 11:43:48 batch_cost: 2.1707 data_cost: 0.0011 ips: 12.8991 images/s [11/12 06:28:56] ppdet.engine INFO: Epoch: [8] [ 280/3251] learning_rate: 0.196791 loss_vfl: 0.851889 loss_bbox: 0.352773 loss_dfl: 0.218316 loss: 1.410681 eta: 7 days, 11:43:01 batch_cost: 2.1461 data_cost: 0.0011 ips: 13.0468 images/s [11/12 06:29:44] ppdet.engine INFO: Epoch: [8] [ 300/3251] learning_rate: 0.196786 loss_vfl: 0.853760 loss_bbox: 0.293044 loss_dfl: 0.189597 loss: 1.321938 eta: 7 days, 11:42:40 batch_cost: 2.2635 data_cost: 0.0011 ips: 12.3700 images/s [11/12 06:30:30] ppdet.engine INFO: Epoch: [8] [ 320/3251] learning_rate: 0.196781 loss_vfl: 0.859082 loss_bbox: 0.325012 loss_dfl: 0.205058 loss: 1.401878 eta: 7 days, 11:41:51 batch_cost: 2.1400 data_cost: 0.0009 ips: 13.0841 images/s [11/12 06:31:16] ppdet.engine INFO: Epoch: [8] [ 340/3251] learning_rate: 0.196776 loss_vfl: 0.846960 loss_bbox: 0.340330 loss_dfl: 0.218146 loss: 1.441109 eta: 7 days, 11:41:03 batch_cost: 2.1470 data_cost: 0.0011 ips: 13.0414 images/s [11/12 06:32:02] ppdet.engine INFO: Epoch: [8] [ 360/3251] learning_rate: 0.196771 loss_vfl: 0.846970 loss_bbox: 0.316673 loss_dfl: 0.195340 loss: 1.351907 eta: 7 days, 11:40:17 batch_cost: 2.1514 data_cost: 0.0009 ips: 13.0147 images/s [11/12 06:32:47] ppdet.engine INFO: Epoch: [8] [ 380/3251] learning_rate: 0.196766 loss_vfl: 0.874170 loss_bbox: 0.292249 loss_dfl: 0.189280 loss: 1.347421 eta: 7 days, 11:39:39 batch_cost: 2.1892 data_cost: 0.0009 ips: 12.7900 images/s [11/12 06:33:32] ppdet.engine INFO: Epoch: [8] [ 400/3251] learning_rate: 0.196761 loss_vfl: 0.834953 loss_bbox: 0.345975 loss_dfl: 0.209258 loss: 1.387859 eta: 7 days, 11:38:33 batch_cost: 2.0657 data_cost: 0.0010 ips: 13.5547 images/s [11/12 06:34:17] ppdet.engine INFO: Epoch: [8] [ 420/3251] learning_rate: 0.196757 loss_vfl: 0.871043 loss_bbox: 0.313793 loss_dfl: 0.193368 loss: 1.404889 eta: 7 days, 11:37:51 batch_cost: 2.1694 data_cost: 0.0011 ips: 12.9068 images/s [11/12 06:35:03] ppdet.engine INFO: Epoch: [8] [ 440/3251] learning_rate: 0.196752 loss_vfl: 0.854445 loss_bbox: 0.298825 loss_dfl: 0.190643 loss: 1.356943 eta: 7 days, 11:36:56 batch_cost: 2.1128 data_cost: 0.0010 ips: 13.2524 images/s [11/12 06:35:48] ppdet.engine INFO: Epoch: [8] [ 460/3251] learning_rate: 0.196747 loss_vfl: 0.858873 loss_bbox: 0.306989 loss_dfl: 0.180619 loss: 1.327163 eta: 7 days, 11:36:11 batch_cost: 2.1572 data_cost: 0.0012 ips: 12.9798 images/s [11/12 06:36:33] ppdet.engine INFO: Epoch: [8] [ 480/3251] learning_rate: 0.196742 loss_vfl: 0.849475 loss_bbox: 0.306535 loss_dfl: 0.187874 loss: 1.340108 eta: 7 days, 11:35:23 batch_cost: 2.1465 data_cost: 0.0010 ips: 13.0445 images/s [11/12 06:37:17] ppdet.engine INFO: Epoch: [8] [ 500/3251] learning_rate: 0.196737 loss_vfl: 0.873232 loss_bbox: 0.303538 loss_dfl: 0.209728 loss: 1.375812 eta: 7 days, 11:34:03 batch_cost: 2.0014 data_cost: 0.0011 ips: 13.9904 images/s [11/12 06:38:04] ppdet.engine INFO: Epoch: [8] [ 520/3251] learning_rate: 0.196732 loss_vfl: 0.872011 loss_bbox: 0.333434 loss_dfl: 0.211388 loss: 1.404826 eta: 7 days, 11:33:27 batch_cost: 2.1972 data_cost: 0.0011 ips: 12.7435 images/s [11/12 06:38:51] ppdet.engine INFO: Epoch: [8] [ 540/3251] learning_rate: 0.196727 loss_vfl: 0.858164 loss_bbox: 0.275795 loss_dfl: 0.191061 loss: 1.338303 eta: 7 days, 11:33:10 batch_cost: 2.2838 data_cost: 0.0010 ips: 12.2600 images/s [11/12 06:39:37] ppdet.engine INFO: Epoch: [8] [ 560/3251] learning_rate: 0.196722 loss_vfl: 0.867239 loss_bbox: 0.289400 loss_dfl: 0.189171 loss: 1.322738 eta: 7 days, 11:32:23 batch_cost: 2.1474 data_cost: 0.0010 ips: 13.0388 images/s [11/12 06:40:21] ppdet.engine INFO: Epoch: [8] [ 580/3251] learning_rate: 0.196717 loss_vfl: 0.840324 loss_bbox: 0.317590 loss_dfl: 0.202118 loss: 1.373711 eta: 7 days, 11:31:16 batch_cost: 2.0608 data_cost: 0.0009 ips: 13.5871 images/s [11/12 06:41:09] ppdet.engine INFO: Epoch: [8] [ 600/3251] learning_rate: 0.196712 loss_vfl: 0.868613 loss_bbox: 0.308378 loss_dfl: 0.193534 loss: 1.335095 eta: 7 days, 11:30:38 batch_cost: 2.1867 data_cost: 0.0010 ips: 12.8049 images/s [11/12 06:41:55] ppdet.engine INFO: Epoch: [8] [ 620/3251] learning_rate: 0.196708 loss_vfl: 0.836755 loss_bbox: 0.311489 loss_dfl: 0.193291 loss: 1.354750 eta: 7 days, 11:29:58 batch_cost: 2.1813 data_cost: 0.0010 ips: 12.8362 images/s [11/12 06:42:41] ppdet.engine INFO: Epoch: [8] [ 640/3251] learning_rate: 0.196703 loss_vfl: 0.860108 loss_bbox: 0.275521 loss_dfl: 0.186415 loss: 1.330665 eta: 7 days, 11:29:06 batch_cost: 2.1257 data_cost: 0.0011 ips: 13.1720 images/s [11/12 06:43:26] ppdet.engine INFO: Epoch: [8] [ 660/3251] learning_rate: 0.196698 loss_vfl: 0.837766 loss_bbox: 0.333267 loss_dfl: 0.202165 loss: 1.369161 eta: 7 days, 11:28:17 batch_cost: 2.1389 data_cost: 0.0009 ips: 13.0908 images/s [11/12 06:44:14] ppdet.engine INFO: Epoch: [8] [ 680/3251] learning_rate: 0.196693 loss_vfl: 0.868243 loss_bbox: 0.272129 loss_dfl: 0.192325 loss: 1.354183 eta: 7 days, 11:27:52 batch_cost: 2.2487 data_cost: 0.0009 ips: 12.4516 images/s [11/12 06:44:58] ppdet.engine INFO: Epoch: [8] [ 700/3251] learning_rate: 0.196688 loss_vfl: 0.855785 loss_bbox: 0.267751 loss_dfl: 0.179261 loss: 1.293668 eta: 7 days, 11:26:45 batch_cost: 2.0585 data_cost: 0.0012 ips: 13.6019 images/s [11/12 06:45:43] ppdet.engine INFO: Epoch: [8] [ 720/3251] learning_rate: 0.196683 loss_vfl: 0.842044 loss_bbox: 0.300608 loss_dfl: 0.184793 loss: 1.316571 eta: 7 days, 11:25:29 batch_cost: 2.0177 data_cost: 0.0009 ips: 13.8770 images/s [11/12 06:46:28] ppdet.engine INFO: Epoch: [8] [ 740/3251] learning_rate: 0.196678 loss_vfl: 0.849947 loss_bbox: 0.323213 loss_dfl: 0.206747 loss: 1.390168 eta: 7 days, 11:24:33 batch_cost: 2.1060 data_cost: 0.0010 ips: 13.2951 images/s [11/12 06:47:14] ppdet.engine INFO: Epoch: [8] [ 760/3251] learning_rate: 0.196673 loss_vfl: 0.844710 loss_bbox: 0.339797 loss_dfl: 0.206036 loss: 1.390584 eta: 7 days, 11:23:31 batch_cost: 2.0827 data_cost: 0.0011 ips: 13.4440 images/s [11/12 06:48:02] ppdet.engine INFO: Epoch: [8] [ 780/3251] learning_rate: 0.196668 loss_vfl: 0.879505 loss_bbox: 0.285397 loss_dfl: 0.186096 loss: 1.333507 eta: 7 days, 11:23:02 batch_cost: 2.2264 data_cost: 0.0009 ips: 12.5762 images/s [11/12 06:48:48] ppdet.engine INFO: Epoch: [8] [ 800/3251] learning_rate: 0.196663 loss_vfl: 0.845654 loss_bbox: 0.340326 loss_dfl: 0.216901 loss: 1.414098 eta: 7 days, 11:22:02 batch_cost: 2.0910 data_cost: 0.0010 ips: 13.3909 images/s [11/12 06:49:33] ppdet.engine INFO: Epoch: [8] [ 820/3251] learning_rate: 0.196658 loss_vfl: 0.860023 loss_bbox: 0.298972 loss_dfl: 0.186402 loss: 1.353245 eta: 7 days, 11:21:12 batch_cost: 2.1361 data_cost: 0.0014 ips: 13.1080 images/s [11/12 06:50:20] ppdet.engine INFO: Epoch: [8] [ 840/3251] learning_rate: 0.196653 loss_vfl: 0.893637 loss_bbox: 0.274453 loss_dfl: 0.182698 loss: 1.383776 eta: 7 days, 11:20:41 batch_cost: 2.2173 data_cost: 0.0010 ips: 12.6280 images/s [11/12 06:51:06] ppdet.engine INFO: Epoch: [8] [ 860/3251] learning_rate: 0.196648 loss_vfl: 0.844930 loss_bbox: 0.331511 loss_dfl: 0.209719 loss: 1.393230 eta: 7 days, 11:20:06 batch_cost: 2.2035 data_cost: 0.0010 ips: 12.7070 images/s [11/12 06:51:51] ppdet.engine INFO: Epoch: [8] [ 880/3251] learning_rate: 0.196643 loss_vfl: 0.864646 loss_bbox: 0.287870 loss_dfl: 0.179135 loss: 1.369930 eta: 7 days, 11:19:02 batch_cost: 2.0723 data_cost: 0.0017 ips: 13.5118 images/s [11/12 06:52:37] ppdet.engine INFO: Epoch: [8] [ 900/3251] learning_rate: 0.196638 loss_vfl: 0.847027 loss_bbox: 0.312821 loss_dfl: 0.204443 loss: 1.375143 eta: 7 days, 11:18:00 batch_cost: 2.0803 data_cost: 0.0011 ips: 13.4595 images/s [11/12 06:53:21] ppdet.engine INFO: Epoch: [8] [ 920/3251] learning_rate: 0.196633 loss_vfl: 0.851867 loss_bbox: 0.320601 loss_dfl: 0.205294 loss: 1.363201 eta: 7 days, 11:17:06 batch_cost: 2.1155 data_cost: 0.0009 ips: 13.2358 images/s [11/12 06:54:09] ppdet.engine INFO: Epoch: [8] [ 940/3251] learning_rate: 0.196628 loss_vfl: 0.833708 loss_bbox: 0.298724 loss_dfl: 0.192153 loss: 1.358390 eta: 7 days, 11:16:42 batch_cost: 2.2538 data_cost: 0.0016 ips: 12.4232 images/s [11/12 06:54:55] ppdet.engine INFO: Epoch: [8] [ 960/3251] learning_rate: 0.196623 loss_vfl: 0.825729 loss_bbox: 0.302278 loss_dfl: 0.191482 loss: 1.347893 eta: 7 days, 11:16:07 batch_cost: 2.1987 data_cost: 0.0010 ips: 12.7348 images/s [11/12 06:55:40] ppdet.engine INFO: Epoch: [8] [ 980/3251] learning_rate: 0.196618 loss_vfl: 0.861270 loss_bbox: 0.287549 loss_dfl: 0.191850 loss: 1.334308 eta: 7 days, 11:15:09 batch_cost: 2.1019 data_cost: 0.0010 ips: 13.3215 images/s [11/12 06:56:25] ppdet.engine INFO: Epoch: [8] [1000/3251] learning_rate: 0.196613 loss_vfl: 0.871247 loss_bbox: 0.267530 loss_dfl: 0.187375 loss: 1.331239 eta: 7 days, 11:14:10 batch_cost: 2.0924 data_cost: 0.0010 ips: 13.3816 images/s [11/12 06:57:12] ppdet.engine INFO: Epoch: [8] [1020/3251] learning_rate: 0.196608 loss_vfl: 0.842866 loss_bbox: 0.324287 loss_dfl: 0.199345 loss: 1.371776 eta: 7 days, 11:13:38 batch_cost: 2.2136 data_cost: 0.0010 ips: 12.6494 images/s [11/12 06:57:58] ppdet.engine INFO: Epoch: [8] [1040/3251] learning_rate: 0.196603 loss_vfl: 0.860078 loss_bbox: 0.318436 loss_dfl: 0.209448 loss: 1.427693 eta: 7 days, 11:13:00 batch_cost: 2.1921 data_cost: 0.0010 ips: 12.7730 images/s [11/12 06:58:44] ppdet.engine INFO: Epoch: [8] [1060/3251] learning_rate: 0.196598 loss_vfl: 0.870357 loss_bbox: 0.282746 loss_dfl: 0.189998 loss: 1.360832 eta: 7 days, 11:12:21 batch_cost: 2.1809 data_cost: 0.0012 ips: 12.8387 images/s [11/12 06:59:28] ppdet.engine INFO: Epoch: [8] [1080/3251] learning_rate: 0.196593 loss_vfl: 0.852087 loss_bbox: 0.323242 loss_dfl: 0.198315 loss: 1.379340 eta: 7 days, 11:11:03 batch_cost: 2.0101 data_cost: 0.0010 ips: 13.9298 images/s [11/12 07:00:15] ppdet.engine INFO: Epoch: [8] [1100/3251] learning_rate: 0.196588 loss_vfl: 0.850380 loss_bbox: 0.316936 loss_dfl: 0.208661 loss: 1.373392 eta: 7 days, 11:10:34 batch_cost: 2.2263 data_cost: 0.0010 ips: 12.5768 images/s [11/12 07:01:02] ppdet.engine INFO: Epoch: [8] [1120/3251] learning_rate: 0.196583 loss_vfl: 0.849011 loss_bbox: 0.320488 loss_dfl: 0.203376 loss: 1.378306 eta: 7 days, 11:10:09 batch_cost: 2.2483 data_cost: 0.0011 ips: 12.4541 images/s [11/12 07:01:47] ppdet.engine INFO: Epoch: [8] [1140/3251] learning_rate: 0.196578 loss_vfl: 0.848213 loss_bbox: 0.324315 loss_dfl: 0.197233 loss: 1.374305 eta: 7 days, 11:09:24 batch_cost: 2.1581 data_cost: 0.0014 ips: 12.9743 images/s [11/12 07:02:33] ppdet.engine INFO: Epoch: [8] [1160/3251] learning_rate: 0.196573 loss_vfl: 0.859053 loss_bbox: 0.323573 loss_dfl: 0.201213 loss: 1.393274 eta: 7 days, 11:08:39 batch_cost: 2.1551 data_cost: 0.0009 ips: 12.9923 images/s [11/12 07:03:19] ppdet.engine INFO: Epoch: [8] [1180/3251] learning_rate: 0.196568 loss_vfl: 0.833506 loss_bbox: 0.316631 loss_dfl: 0.196892 loss: 1.339793 eta: 7 days, 11:08:07 batch_cost: 2.2184 data_cost: 0.0009 ips: 12.6217 images/s [11/12 07:04:07] ppdet.engine INFO: Epoch: [8] [1200/3251] learning_rate: 0.196563 loss_vfl: 0.870113 loss_bbox: 0.280247 loss_dfl: 0.196403 loss: 1.335251 eta: 7 days, 11:07:44 batch_cost: 2.2574 data_cost: 0.0010 ips: 12.4036 images/s [11/12 07:04:55] ppdet.engine INFO: Epoch: [8] [1220/3251] learning_rate: 0.196558 loss_vfl: 0.847781 loss_bbox: 0.307298 loss_dfl: 0.199167 loss: 1.347887 eta: 7 days, 11:07:27 batch_cost: 2.2834 data_cost: 0.0017 ips: 12.2626 images/s [11/12 07:05:41] ppdet.engine INFO: Epoch: [8] [1240/3251] learning_rate: 0.196553 loss_vfl: 0.873770 loss_bbox: 0.302874 loss_dfl: 0.182058 loss: 1.357642 eta: 7 days, 11:06:52 batch_cost: 2.2033 data_cost: 0.0009 ips: 12.7085 images/s [11/12 07:06:27] ppdet.engine INFO: Epoch: [8] [1260/3251] learning_rate: 0.196548 loss_vfl: 0.830623 loss_bbox: 0.295615 loss_dfl: 0.193555 loss: 1.334359 eta: 7 days, 11:06:06 batch_cost: 2.1544 data_cost: 0.0009 ips: 12.9967 images/s [11/12 07:07:12] ppdet.engine INFO: Epoch: [8] [1280/3251] learning_rate: 0.196543 loss_vfl: 0.849413 loss_bbox: 0.319857 loss_dfl: 0.201751 loss: 1.317097 eta: 7 days, 11:05:15 batch_cost: 2.1302 data_cost: 0.0011 ips: 13.1446 images/s [11/12 07:07:59] ppdet.engine INFO: Epoch: [8] [1300/3251] learning_rate: 0.196538 loss_vfl: 0.839430 loss_bbox: 0.331455 loss_dfl: 0.195219 loss: 1.347157 eta: 7 days, 11:04:48 batch_cost: 2.2359 data_cost: 0.0012 ips: 12.5230 images/s [11/12 07:08:44] ppdet.engine INFO: Epoch: [8] [1320/3251] learning_rate: 0.196533 loss_vfl: 0.839589 loss_bbox: 0.300899 loss_dfl: 0.195238 loss: 1.354838 eta: 7 days, 11:04:02 batch_cost: 2.1536 data_cost: 0.0010 ips: 13.0013 images/s [11/12 07:09:29] ppdet.engine INFO: Epoch: [8] [1340/3251] learning_rate: 0.196528 loss_vfl: 0.849305 loss_bbox: 0.302171 loss_dfl: 0.187160 loss: 1.361907 eta: 7 days, 11:03:10 batch_cost: 2.1255 data_cost: 0.0010 ips: 13.1735 images/s [11/12 07:10:15] ppdet.engine INFO: Epoch: [8] [1360/3251] learning_rate: 0.196523 loss_vfl: 0.832603 loss_bbox: 0.295152 loss_dfl: 0.194281 loss: 1.369372 eta: 7 days, 11:02:24 batch_cost: 2.1510 data_cost: 0.0009 ips: 13.0173 images/s [11/12 07:11:03] ppdet.engine INFO: Epoch: [8] [1380/3251] learning_rate: 0.196518 loss_vfl: 0.838259 loss_bbox: 0.315170 loss_dfl: 0.204556 loss: 1.375063 eta: 7 days, 11:01:51 batch_cost: 2.2149 data_cost: 0.0017 ips: 12.6417 images/s [11/12 07:11:48] ppdet.engine INFO: Epoch: [8] [1400/3251] learning_rate: 0.196513 loss_vfl: 0.861516 loss_bbox: 0.307949 loss_dfl: 0.196512 loss: 1.378690 eta: 7 days, 11:00:50 batch_cost: 2.0814 data_cost: 0.0011 ips: 13.4524 images/s [11/12 07:12:33] ppdet.engine INFO: Epoch: [8] [1420/3251] learning_rate: 0.196508 loss_vfl: 0.854926 loss_bbox: 0.310955 loss_dfl: 0.188980 loss: 1.364247 eta: 7 days, 11:00:06 batch_cost: 2.1622 data_cost: 0.0009 ips: 12.9498 images/s [11/12 07:13:17] ppdet.engine INFO: Epoch: [8] [1440/3251] learning_rate: 0.196503 loss_vfl: 0.849432 loss_bbox: 0.328836 loss_dfl: 0.203595 loss: 1.388111 eta: 7 days, 10:59:07 batch_cost: 2.0938 data_cost: 0.0010 ips: 13.3725 images/s [11/12 07:14:03] ppdet.engine INFO: Epoch: [8] [1460/3251] learning_rate: 0.196498 loss_vfl: 0.849889 loss_bbox: 0.304654 loss_dfl: 0.194921 loss: 1.329512 eta: 7 days, 10:58:30 batch_cost: 2.1918 data_cost: 0.0010 ips: 12.7747 images/s [11/12 07:14:49] ppdet.engine INFO: Epoch: [8] [1480/3251] learning_rate: 0.196493 loss_vfl: 0.877417 loss_bbox: 0.307951 loss_dfl: 0.190657 loss: 1.372467 eta: 7 days, 10:57:51 batch_cost: 2.1837 data_cost: 0.0010 ips: 12.8225 images/s [11/12 07:15:36] ppdet.engine INFO: Epoch: [8] [1500/3251] learning_rate: 0.196488 loss_vfl: 0.837447 loss_bbox: 0.339157 loss_dfl: 0.201969 loss: 1.377572 eta: 7 days, 10:57:29 batch_cost: 2.2653 data_cost: 0.0010 ips: 12.3605 images/s [11/12 07:16:24] ppdet.engine INFO: Epoch: [8] [1520/3251] learning_rate: 0.196483 loss_vfl: 0.866129 loss_bbox: 0.320621 loss_dfl: 0.203502 loss: 1.416438 eta: 7 days, 10:57:02 batch_cost: 2.2384 data_cost: 0.0010 ips: 12.5092 images/s [11/12 07:17:08] ppdet.engine INFO: Epoch: [8] [1540/3251] learning_rate: 0.196478 loss_vfl: 0.847814 loss_bbox: 0.295667 loss_dfl: 0.195345 loss: 1.329284 eta: 7 days, 10:56:01 batch_cost: 2.0850 data_cost: 0.0010 ips: 13.4292 images/s [11/12 07:17:55] ppdet.engine INFO: Epoch: [8] [1560/3251] learning_rate: 0.196472 loss_vfl: 0.864050 loss_bbox: 0.322141 loss_dfl: 0.195721 loss: 1.365557 eta: 7 days, 10:55:30 batch_cost: 2.2216 data_cost: 0.0009 ips: 12.6035 images/s [11/12 07:18:40] ppdet.engine INFO: Epoch: [8] [1580/3251] learning_rate: 0.196467 loss_vfl: 0.865407 loss_bbox: 0.293719 loss_dfl: 0.189040 loss: 1.343153 eta: 7 days, 10:54:40 batch_cost: 2.1356 data_cost: 0.0010 ips: 13.1112 images/s [11/12 07:19:25] ppdet.engine INFO: Epoch: [8] [1600/3251] learning_rate: 0.196462 loss_vfl: 0.853837 loss_bbox: 0.293077 loss_dfl: 0.197222 loss: 1.343509 eta: 7 days, 10:53:48 batch_cost: 2.1223 data_cost: 0.0010 ips: 13.1933 images/s [11/12 07:20:11] ppdet.engine INFO: Epoch: [8] [1620/3251] learning_rate: 0.196457 loss_vfl: 0.840324 loss_bbox: 0.329001 loss_dfl: 0.201647 loss: 1.370654 eta: 7 days, 10:53:04 batch_cost: 2.1599 data_cost: 0.0010 ips: 12.9634 images/s [11/12 07:20:57] ppdet.engine INFO: Epoch: [8] [1640/3251] learning_rate: 0.196452 loss_vfl: 0.871691 loss_bbox: 0.342866 loss_dfl: 0.200793 loss: 1.395003 eta: 7 days, 10:52:14 batch_cost: 2.1373 data_cost: 0.0010 ips: 13.1007 images/s [11/12 07:21:43] ppdet.engine INFO: Epoch: [8] [1660/3251] learning_rate: 0.196447 loss_vfl: 0.859643 loss_bbox: 0.297579 loss_dfl: 0.203620 loss: 1.362300 eta: 7 days, 10:51:33 batch_cost: 2.1748 data_cost: 0.0010 ips: 12.8745 images/s [11/12 07:22:29] ppdet.engine INFO: Epoch: [8] [1680/3251] learning_rate: 0.196442 loss_vfl: 0.844531 loss_bbox: 0.304617 loss_dfl: 0.194194 loss: 1.374496 eta: 7 days, 10:50:29 batch_cost: 2.0685 data_cost: 0.0010 ips: 13.5361 images/s [11/12 07:23:15] ppdet.engine INFO: Epoch: [8] [1700/3251] learning_rate: 0.196437 loss_vfl: 0.881987 loss_bbox: 0.315359 loss_dfl: 0.191380 loss: 1.392873 eta: 7 days, 10:49:52 batch_cost: 2.1954 data_cost: 0.0010 ips: 12.7542 images/s Corrupt JPEG data: 33378 extraneous bytes before marker 0xe2 [11/12 07:24:00] ppdet.engine INFO: Epoch: [8] [1720/3251] learning_rate: 0.196432 loss_vfl: 0.859209 loss_bbox: 0.306049 loss_dfl: 0.194314 loss: 1.359488 eta: 7 days, 10:48:59 batch_cost: 2.1151 data_cost: 0.0011 ips: 13.2382 images/s [11/12 07:24:46] ppdet.engine INFO: Epoch: [8] [1740/3251] learning_rate: 0.196426 loss_vfl: 0.880078 loss_bbox: 0.305114 loss_dfl: 0.188171 loss: 1.374026 eta: 7 days, 10:48:22 batch_cost: 2.1974 data_cost: 0.0012 ips: 12.7425 images/s [11/12 07:25:33] ppdet.engine INFO: Epoch: [8] [1760/3251] learning_rate: 0.196421 loss_vfl: 0.847073 loss_bbox: 0.291055 loss_dfl: 0.181605 loss: 1.316187 eta: 7 days, 10:47:58 batch_cost: 2.2553 data_cost: 0.0010 ips: 12.4152 images/s [11/12 07:26:19] ppdet.engine INFO: Epoch: [8] [1780/3251] learning_rate: 0.196416 loss_vfl: 0.862879 loss_bbox: 0.299565 loss_dfl: 0.198694 loss: 1.384524 eta: 7 days, 10:47:09 batch_cost: 2.1377 data_cost: 0.0023 ips: 13.0981 images/s [11/12 07:27:05] ppdet.engine INFO: Epoch: [8] [1800/3251] learning_rate: 0.196411 loss_vfl: 0.867028 loss_bbox: 0.319234 loss_dfl: 0.198539 loss: 1.371840 eta: 7 days, 10:46:24 batch_cost: 2.1562 data_cost: 0.0018 ips: 12.9859 images/s [11/12 07:27:51] ppdet.engine INFO: Epoch: [8] [1820/3251] learning_rate: 0.196406 loss_vfl: 0.832940 loss_bbox: 0.281168 loss_dfl: 0.181758 loss: 1.285424 eta: 7 days, 10:45:33 batch_cost: 2.1282 data_cost: 0.0011 ips: 13.1564 images/s [11/12 07:28:37] ppdet.engine INFO: Epoch: [8] [1840/3251] learning_rate: 0.196401 loss_vfl: 0.837824 loss_bbox: 0.345233 loss_dfl: 0.209762 loss: 1.432796 eta: 7 days, 10:44:55 batch_cost: 2.1881 data_cost: 0.0010 ips: 12.7966 images/s [11/12 07:29:23] ppdet.engine INFO: Epoch: [8] [1860/3251] learning_rate: 0.196396 loss_vfl: 0.827329 loss_bbox: 0.327357 loss_dfl: 0.196311 loss: 1.350097 eta: 7 days, 10:44:07 batch_cost: 2.1444 data_cost: 0.0010 ips: 13.0574 images/s [11/12 07:30:10] ppdet.engine INFO: Epoch: [8] [1880/3251] learning_rate: 0.196391 loss_vfl: 0.818321 loss_bbox: 0.305750 loss_dfl: 0.193226 loss: 1.337509 eta: 7 days, 10:43:34 batch_cost: 2.2134 data_cost: 0.0011 ips: 12.6505 images/s [11/12 07:31:00] ppdet.engine INFO: Epoch: [8] [1900/3251] learning_rate: 0.196385 loss_vfl: 0.844675 loss_bbox: 0.298021 loss_dfl: 0.191870 loss: 1.338070 eta: 7 days, 10:43:30 batch_cost: 2.3506 data_cost: 0.0019 ips: 11.9117 images/s [11/12 07:31:44] ppdet.engine INFO: Epoch: [8] [1920/3251] learning_rate: 0.196380 loss_vfl: 0.848299 loss_bbox: 0.333699 loss_dfl: 0.204919 loss: 1.384042 eta: 7 days, 10:42:35 batch_cost: 2.1072 data_cost: 0.0010 ips: 13.2879 images/s [11/12 07:32:30] ppdet.engine INFO: Epoch: [8] [1940/3251] learning_rate: 0.196375 loss_vfl: 0.854745 loss_bbox: 0.345227 loss_dfl: 0.219973 loss: 1.429925 eta: 7 days, 10:41:49 batch_cost: 2.1517 data_cost: 0.0010 ips: 13.0129 images/s [11/12 07:33:16] ppdet.engine INFO: Epoch: [8] [1960/3251] learning_rate: 0.196370 loss_vfl: 0.861231 loss_bbox: 0.289741 loss_dfl: 0.190605 loss: 1.352059 eta: 7 days, 10:41:07 batch_cost: 2.1714 data_cost: 0.0011 ips: 12.8947 images/s [11/12 07:34:03] ppdet.engine INFO: Epoch: [8] [1980/3251] learning_rate: 0.196365 loss_vfl: 0.875955 loss_bbox: 0.312773 loss_dfl: 0.199368 loss: 1.370805 eta: 7 days, 10:40:33 batch_cost: 2.2084 data_cost: 0.0020 ips: 12.6789 images/s [11/12 07:34:46] ppdet.engine INFO: Epoch: [8] [2000/3251] learning_rate: 0.196360 loss_vfl: 0.832068 loss_bbox: 0.335139 loss_dfl: 0.191384 loss: 1.384198 eta: 7 days, 10:39:20 batch_cost: 2.0283 data_cost: 0.0009 ips: 13.8048 images/s [11/12 07:35:32] ppdet.engine INFO: Epoch: [8] [2020/3251] learning_rate: 0.196354 loss_vfl: 0.858075 loss_bbox: 0.321999 loss_dfl: 0.193992 loss: 1.357658 eta: 7 days, 10:38:34 batch_cost: 2.1493 data_cost: 0.0014 ips: 13.0278 images/s [11/12 07:36:17] ppdet.engine INFO: Epoch: [8] [2040/3251] learning_rate: 0.196349 loss_vfl: 0.845019 loss_bbox: 0.327651 loss_dfl: 0.203355 loss: 1.363635 eta: 7 days, 10:37:40 batch_cost: 2.1156 data_cost: 0.0010 ips: 13.2349 images/s [11/12 07:37:02] ppdet.engine INFO: Epoch: [8] [2060/3251] learning_rate: 0.196344 loss_vfl: 0.870268 loss_bbox: 0.287413 loss_dfl: 0.179073 loss: 1.345575 eta: 7 days, 10:36:34 batch_cost: 2.0584 data_cost: 0.0009 ips: 13.6028 images/s [11/12 07:37:47] ppdet.engine INFO: Epoch: [8] [2080/3251] learning_rate: 0.196339 loss_vfl: 0.851435 loss_bbox: 0.325574 loss_dfl: 0.212624 loss: 1.381377 eta: 7 days, 10:35:42 batch_cost: 2.1230 data_cost: 0.0010 ips: 13.1890 images/s [11/12 07:38:34] ppdet.engine INFO: Epoch: [8] [2100/3251] learning_rate: 0.196334 loss_vfl: 0.850760 loss_bbox: 0.309646 loss_dfl: 0.191230 loss: 1.355017 eta: 7 days, 10:35:14 batch_cost: 2.2367 data_cost: 0.0010 ips: 12.5186 images/s [11/12 07:39:19] ppdet.engine INFO: Epoch: [8] [2120/3251] learning_rate: 0.196329 loss_vfl: 0.874607 loss_bbox: 0.323960 loss_dfl: 0.206708 loss: 1.427939 eta: 7 days, 10:34:13 batch_cost: 2.0829 data_cost: 0.0010 ips: 13.4429 images/s [11/12 07:40:05] ppdet.engine INFO: Epoch: [8] [2140/3251] learning_rate: 0.196323 loss_vfl: 0.845482 loss_bbox: 0.318401 loss_dfl: 0.197673 loss: 1.351482 eta: 7 days, 10:33:40 batch_cost: 2.2107 data_cost: 0.0009 ips: 12.6654 images/s [11/12 07:40:50] ppdet.engine INFO: Epoch: [8] [2160/3251] learning_rate: 0.196318 loss_vfl: 0.827719 loss_bbox: 0.318609 loss_dfl: 0.190999 loss: 1.354498 eta: 7 days, 10:32:44 batch_cost: 2.1045 data_cost: 0.0010 ips: 13.3047 images/s [11/12 07:41:37] ppdet.engine INFO: Epoch: [8] [2180/3251] learning_rate: 0.196313 loss_vfl: 0.846797 loss_bbox: 0.308202 loss_dfl: 0.194506 loss: 1.341304 eta: 7 days, 10:31:54 batch_cost: 2.1348 data_cost: 0.0011 ips: 13.1158 images/s [11/12 07:42:22] ppdet.engine INFO: Epoch: [8] [2200/3251] learning_rate: 0.196308 loss_vfl: 0.861117 loss_bbox: 0.295046 loss_dfl: 0.187461 loss: 1.359061 eta: 7 days, 10:31:01 batch_cost: 2.1190 data_cost: 0.0011 ips: 13.2139 images/s [11/12 07:43:07] ppdet.engine INFO: Epoch: [8] [2220/3251] learning_rate: 0.196303 loss_vfl: 0.863766 loss_bbox: 0.291213 loss_dfl: 0.181833 loss: 1.354491 eta: 7 days, 10:29:59 batch_cost: 2.0747 data_cost: 0.0011 ips: 13.4962 images/s [11/12 07:43:53] ppdet.engine INFO: Epoch: [8] [2240/3251] learning_rate: 0.196297 loss_vfl: 0.857214 loss_bbox: 0.286180 loss_dfl: 0.187208 loss: 1.363685 eta: 7 days, 10:29:29 batch_cost: 2.2257 data_cost: 0.0010 ips: 12.5805 images/s [11/12 07:44:38] ppdet.engine INFO: Epoch: [8] [2260/3251] learning_rate: 0.196292 loss_vfl: 0.854648 loss_bbox: 0.319453 loss_dfl: 0.201927 loss: 1.339629 eta: 7 days, 10:28:37 batch_cost: 2.1265 data_cost: 0.0010 ips: 13.1671 images/s [11/12 07:45:24] ppdet.engine INFO: Epoch: [8] [2280/3251] learning_rate: 0.196287 loss_vfl: 0.835625 loss_bbox: 0.341339 loss_dfl: 0.218449 loss: 1.383872 eta: 7 days, 10:27:56 batch_cost: 2.1720 data_cost: 0.0009 ips: 12.8914 images/s [11/12 07:46:10] ppdet.engine INFO: Epoch: [8] [2300/3251] learning_rate: 0.196282 loss_vfl: 0.846721 loss_bbox: 0.325402 loss_dfl: 0.216682 loss: 1.414443 eta: 7 days, 10:27:25 batch_cost: 2.2247 data_cost: 0.0020 ips: 12.5860 images/s [11/12 07:46:56] ppdet.engine INFO: Epoch: [8] [2320/3251] learning_rate: 0.196276 loss_vfl: 0.837771 loss_bbox: 0.297572 loss_dfl: 0.184914 loss: 1.321266 eta: 7 days, 10:26:47 batch_cost: 2.1882 data_cost: 0.0015 ips: 12.7960 images/s [11/12 07:47:42] ppdet.engine INFO: Epoch: [8] [2340/3251] learning_rate: 0.196271 loss_vfl: 0.843503 loss_bbox: 0.291692 loss_dfl: 0.184381 loss: 1.317264 eta: 7 days, 10:26:02 batch_cost: 2.1568 data_cost: 0.0011 ips: 12.9822 images/s [11/12 07:48:30] ppdet.engine INFO: Epoch: [8] [2360/3251] learning_rate: 0.196266 loss_vfl: 0.850818 loss_bbox: 0.317332 loss_dfl: 0.201312 loss: 1.385710 eta: 7 days, 10:25:46 batch_cost: 2.2948 data_cost: 0.0011 ips: 12.2014 images/s [11/12 07:49:17] ppdet.engine INFO: Epoch: [8] [2380/3251] learning_rate: 0.196261 loss_vfl: 0.854976 loss_bbox: 0.282845 loss_dfl: 0.175306 loss: 1.311339 eta: 7 days, 10:25:12 batch_cost: 2.2123 data_cost: 0.0019 ips: 12.6566 images/s [11/12 07:50:02] ppdet.engine INFO: Epoch: [8] [2400/3251] learning_rate: 0.196256 loss_vfl: 0.845347 loss_bbox: 0.310387 loss_dfl: 0.188553 loss: 1.375029 eta: 7 days, 10:24:23 batch_cost: 2.1377 data_cost: 0.0009 ips: 13.0979 images/s [11/12 07:50:49] ppdet.engine INFO: Epoch: [8] [2420/3251] learning_rate: 0.196250 loss_vfl: 0.858111 loss_bbox: 0.326014 loss_dfl: 0.193401 loss: 1.375344 eta: 7 days, 10:23:46 batch_cost: 2.1949 data_cost: 0.0010 ips: 12.7570 images/s [11/12 07:51:34] ppdet.engine INFO: Epoch: [8] [2440/3251] learning_rate: 0.196245 loss_vfl: 0.852450 loss_bbox: 0.285327 loss_dfl: 0.195326 loss: 1.362299 eta: 7 days, 10:23:01 batch_cost: 2.1532 data_cost: 0.0010 ips: 13.0042 images/s [11/12 07:52:19] ppdet.engine INFO: Epoch: [8] [2460/3251] learning_rate: 0.196240 loss_vfl: 0.865352 loss_bbox: 0.310758 loss_dfl: 0.213585 loss: 1.433161 eta: 7 days, 10:22:12 batch_cost: 2.1385 data_cost: 0.0019 ips: 13.0932 images/s [11/12 07:53:05] ppdet.engine INFO: Epoch: [8] [2480/3251] learning_rate: 0.196235 loss_vfl: 0.858832 loss_bbox: 0.308173 loss_dfl: 0.190388 loss: 1.363573 eta: 7 days, 10:21:33 batch_cost: 2.1850 data_cost: 0.0010 ips: 12.8149 images/s [11/12 07:53:51] ppdet.engine INFO: Epoch: [8] [2500/3251] learning_rate: 0.196229 loss_vfl: 0.858140 loss_bbox: 0.281152 loss_dfl: 0.180962 loss: 1.304865 eta: 7 days, 10:20:48 batch_cost: 2.1574 data_cost: 0.0010 ips: 12.9786 images/s [11/12 07:54:38] ppdet.engine INFO: Epoch: [8] [2520/3251] learning_rate: 0.196224 loss_vfl: 0.849216 loss_bbox: 0.324391 loss_dfl: 0.202210 loss: 1.399343 eta: 7 days, 10:20:20 batch_cost: 2.2375 data_cost: 0.0010 ips: 12.5138 images/s [11/12 07:55:25] ppdet.engine INFO: Epoch: [8] [2540/3251] learning_rate: 0.196219 loss_vfl: 0.826285 loss_bbox: 0.317823 loss_dfl: 0.204848 loss: 1.388652 eta: 7 days, 10:19:32 batch_cost: 2.1415 data_cost: 0.0009 ips: 13.0747 images/s [11/12 07:56:10] ppdet.engine INFO: Epoch: [8] [2560/3251] learning_rate: 0.196214 loss_vfl: 0.891306 loss_bbox: 0.316239 loss_dfl: 0.205249 loss: 1.409631 eta: 7 days, 10:18:49 batch_cost: 2.1674 data_cost: 0.0009 ips: 12.9188 images/s [11/12 07:56:56] ppdet.engine INFO: Epoch: [8] [2580/3251] learning_rate: 0.196208 loss_vfl: 0.838040 loss_bbox: 0.284309 loss_dfl: 0.183599 loss: 1.323966 eta: 7 days, 10:18:12 batch_cost: 2.1947 data_cost: 0.0012 ips: 12.7578 images/s [11/12 07:57:43] ppdet.engine INFO: Epoch: [8] [2600/3251] learning_rate: 0.196203 loss_vfl: 0.870824 loss_bbox: 0.307008 loss_dfl: 0.196249 loss: 1.369834 eta: 7 days, 10:17:42 batch_cost: 2.2307 data_cost: 0.0009 ips: 12.5524 images/s [11/12 07:58:29] ppdet.engine INFO: Epoch: [8] [2620/3251] learning_rate: 0.196198 loss_vfl: 0.856388 loss_bbox: 0.333649 loss_dfl: 0.204296 loss: 1.395631 eta: 7 days, 10:16:57 batch_cost: 2.1571 data_cost: 0.0010 ips: 12.9806 images/s [11/12 07:59:14] ppdet.engine INFO: Epoch: [8] [2640/3251] learning_rate: 0.196192 loss_vfl: 0.856323 loss_bbox: 0.281811 loss_dfl: 0.185945 loss: 1.296555 eta: 7 days, 10:15:58 batch_cost: 2.0889 data_cost: 0.0011 ips: 13.4041 images/s [11/12 07:59:59] ppdet.engine INFO: Epoch: [8] [2660/3251] learning_rate: 0.196187 loss_vfl: 0.833838 loss_bbox: 0.315414 loss_dfl: 0.193143 loss: 1.326590 eta: 7 days, 10:15:09 batch_cost: 2.1348 data_cost: 0.0010 ips: 13.1162 images/s [11/12 08:00:44] ppdet.engine INFO: Epoch: [8] [2680/3251] learning_rate: 0.196182 loss_vfl: 0.859926 loss_bbox: 0.300549 loss_dfl: 0.200005 loss: 1.348222 eta: 7 days, 10:14:27 batch_cost: 2.1727 data_cost: 0.0011 ips: 12.8870 images/s [11/12 08:01:29] ppdet.engine INFO: Epoch: [8] [2700/3251] learning_rate: 0.196177 loss_vfl: 0.841731 loss_bbox: 0.326457 loss_dfl: 0.197812 loss: 1.341097 eta: 7 days, 10:13:38 batch_cost: 2.1377 data_cost: 0.0010 ips: 13.0982 images/s [11/12 08:02:15] ppdet.engine INFO: Epoch: [8] [2720/3251] learning_rate: 0.196171 loss_vfl: 0.860365 loss_bbox: 0.307170 loss_dfl: 0.184917 loss: 1.336301 eta: 7 days, 10:12:56 batch_cost: 2.1696 data_cost: 0.0009 ips: 12.9057 images/s [11/12 08:03:02] ppdet.engine INFO: Epoch: [8] [2740/3251] learning_rate: 0.196166 loss_vfl: 0.854741 loss_bbox: 0.321432 loss_dfl: 0.201171 loss: 1.389556 eta: 7 days, 10:12:31 batch_cost: 2.2557 data_cost: 0.0009 ips: 12.4131 images/s [11/12 08:03:47] ppdet.engine INFO: Epoch: [8] [2760/3251] learning_rate: 0.196161 loss_vfl: 0.874033 loss_bbox: 0.284374 loss_dfl: 0.179599 loss: 1.353449 eta: 7 days, 10:11:33 batch_cost: 2.0943 data_cost: 0.0010 ips: 13.3696 images/s [11/12 08:04:31] ppdet.engine INFO: Epoch: [8] [2780/3251] learning_rate: 0.196155 loss_vfl: 0.857779 loss_bbox: 0.320664 loss_dfl: 0.193048 loss: 1.368192 eta: 7 days, 10:10:35 batch_cost: 2.0924 data_cost: 0.0009 ips: 13.3819 images/s [11/12 08:05:16] ppdet.engine INFO: Epoch: [8] [2800/3251] learning_rate: 0.196150 loss_vfl: 0.851214 loss_bbox: 0.291232 loss_dfl: 0.182510 loss: 1.321092 eta: 7 days, 10:09:43 batch_cost: 2.1205 data_cost: 0.0009 ips: 13.2044 images/s [11/12 08:06:02] ppdet.engine INFO: Epoch: [8] [2820/3251] learning_rate: 0.196145 loss_vfl: 0.869388 loss_bbox: 0.325825 loss_dfl: 0.216962 loss: 1.404526 eta: 7 days, 10:08:54 batch_cost: 2.1394 data_cost: 0.0010 ips: 13.0875 images/s [11/12 08:06:47] ppdet.engine INFO: Epoch: [8] [2840/3251] learning_rate: 0.196139 loss_vfl: 0.875850 loss_bbox: 0.295583 loss_dfl: 0.195317 loss: 1.327424 eta: 7 days, 10:08:04 batch_cost: 2.1279 data_cost: 0.0010 ips: 13.1584 images/s [11/12 08:07:33] ppdet.engine INFO: Epoch: [8] [2860/3251] learning_rate: 0.196134 loss_vfl: 0.844025 loss_bbox: 0.317964 loss_dfl: 0.191532 loss: 1.359622 eta: 7 days, 10:07:26 batch_cost: 2.1917 data_cost: 0.0010 ips: 12.7753 images/s [11/12 08:08:18] ppdet.engine INFO: Epoch: [8] [2880/3251] learning_rate: 0.196129 loss_vfl: 0.834041 loss_bbox: 0.320426 loss_dfl: 0.205032 loss: 1.384589 eta: 7 days, 10:06:28 batch_cost: 2.0932 data_cost: 0.0009 ips: 13.3768 images/s [11/12 08:09:04] ppdet.engine INFO: Epoch: [8] [2900/3251] learning_rate: 0.196123 loss_vfl: 0.869012 loss_bbox: 0.304415 loss_dfl: 0.185924 loss: 1.378113 eta: 7 days, 10:05:34 batch_cost: 2.1109 data_cost: 0.0009 ips: 13.2642 images/s [11/12 08:09:50] ppdet.engine INFO: Epoch: [8] [2920/3251] learning_rate: 0.196118 loss_vfl: 0.842687 loss_bbox: 0.318346 loss_dfl: 0.193234 loss: 1.371068 eta: 7 days, 10:04:35 batch_cost: 2.0905 data_cost: 0.0011 ips: 13.3940 images/s [11/12 08:10:36] ppdet.engine INFO: Epoch: [8] [2940/3251] learning_rate: 0.196113 loss_vfl: 0.859242 loss_bbox: 0.321301 loss_dfl: 0.203233 loss: 1.381777 eta: 7 days, 10:03:45 batch_cost: 2.1299 data_cost: 0.0042 ips: 13.1460 images/s [11/12 08:11:22] ppdet.engine INFO: Epoch: [8] [2960/3251] learning_rate: 0.196107 loss_vfl: 0.867924 loss_bbox: 0.311933 loss_dfl: 0.190830 loss: 1.349931 eta: 7 days, 10:03:14 batch_cost: 2.2271 data_cost: 0.0009 ips: 12.5722 images/s [11/12 08:12:08] ppdet.engine INFO: Epoch: [8] [2980/3251] learning_rate: 0.196102 loss_vfl: 0.861403 loss_bbox: 0.288613 loss_dfl: 0.190420 loss: 1.347237 eta: 7 days, 10:02:19 batch_cost: 2.1066 data_cost: 0.0010 ips: 13.2913 images/s [11/12 08:12:54] ppdet.engine INFO: Epoch: [8] [3000/3251] learning_rate: 0.196097 loss_vfl: 0.860419 loss_bbox: 0.329454 loss_dfl: 0.209678 loss: 1.393395 eta: 7 days, 10:01:51 batch_cost: 2.2413 data_cost: 0.0010 ips: 12.4930 images/s [11/12 08:13:40] ppdet.engine INFO: Epoch: [8] [3020/3251] learning_rate: 0.196091 loss_vfl: 0.846319 loss_bbox: 0.303578 loss_dfl: 0.196862 loss: 1.350640 eta: 7 days, 10:01:10 batch_cost: 2.1747 data_cost: 0.0010 ips: 12.8756 images/s [11/12 08:14:27] ppdet.engine INFO: Epoch: [8] [3040/3251] learning_rate: 0.196086 loss_vfl: 0.849458 loss_bbox: 0.311217 loss_dfl: 0.195261 loss: 1.348554 eta: 7 days, 10:00:39 batch_cost: 2.2226 data_cost: 0.0010 ips: 12.5979 images/s [11/12 08:15:13] ppdet.engine INFO: Epoch: [8] [3060/3251] learning_rate: 0.196081 loss_vfl: 0.834186 loss_bbox: 0.319098 loss_dfl: 0.196752 loss: 1.353605 eta: 7 days, 10:00:04 batch_cost: 2.2082 data_cost: 0.0014 ips: 12.6800 images/s [11/12 08:16:00] ppdet.engine INFO: Epoch: [8] [3080/3251] learning_rate: 0.196075 loss_vfl: 0.851282 loss_bbox: 0.353775 loss_dfl: 0.217676 loss: 1.440636 eta: 7 days, 9:59:33 batch_cost: 2.2249 data_cost: 0.0010 ips: 12.5850 images/s [11/12 08:16:45] ppdet.engine INFO: Epoch: [8] [3100/3251] learning_rate: 0.196070 loss_vfl: 0.861994 loss_bbox: 0.326530 loss_dfl: 0.202173 loss: 1.387711 eta: 7 days, 9:58:45 batch_cost: 2.1419 data_cost: 0.0010 ips: 13.0723 images/s [11/12 08:17:30] ppdet.engine INFO: Epoch: [8] [3120/3251] learning_rate: 0.196065 loss_vfl: 0.856963 loss_bbox: 0.346175 loss_dfl: 0.215662 loss: 1.452311 eta: 7 days, 9:57:34 batch_cost: 2.0266 data_cost: 0.0011 ips: 13.8162 images/s [11/12 08:18:14] ppdet.engine INFO: Epoch: [8] [3140/3251] learning_rate: 0.196059 loss_vfl: 0.857600 loss_bbox: 0.277100 loss_dfl: 0.185220 loss: 1.303089 eta: 7 days, 9:56:38 batch_cost: 2.0999 data_cost: 0.0009 ips: 13.3340 images/s [11/12 08:19:01] ppdet.engine INFO: Epoch: [8] [3160/3251] learning_rate: 0.196054 loss_vfl: 0.834553 loss_bbox: 0.284741 loss_dfl: 0.178735 loss: 1.307599 eta: 7 days, 9:56:05 batch_cost: 2.2172 data_cost: 0.0011 ips: 12.6284 images/s [11/12 08:19:49] ppdet.engine INFO: Epoch: [8] [3180/3251] learning_rate: 0.196048 loss_vfl: 0.865280 loss_bbox: 0.296299 loss_dfl: 0.200347 loss: 1.346679 eta: 7 days, 9:55:44 batch_cost: 2.2750 data_cost: 0.0017 ips: 12.3074 images/s [11/12 08:20:36] ppdet.engine INFO: Epoch: [8] [3200/3251] learning_rate: 0.196043 loss_vfl: 0.854274 loss_bbox: 0.303115 loss_dfl: 0.190427 loss: 1.329588 eta: 7 days, 9:55:05 batch_cost: 2.1872 data_cost: 0.0012 ips: 12.8020 images/s [11/12 08:21:22] ppdet.engine INFO: Epoch: [8] [3220/3251] learning_rate: 0.196038 loss_vfl: 0.873957 loss_bbox: 0.299587 loss_dfl: 0.208651 loss: 1.375483 eta: 7 days, 9:54:33 batch_cost: 2.2170 data_cost: 0.0010 ips: 12.6299 images/s [11/12 08:22:07] ppdet.engine INFO: Epoch: [8] [3240/3251] learning_rate: 0.196032 loss_vfl: 0.839700 loss_bbox: 0.291089 loss_dfl: 0.189614 loss: 1.308291 eta: 7 days, 9:53:41 batch_cost: 2.1252 data_cost: 0.0027 ips: 13.1752 images/s [11/12 08:22:44] ppdet.engine INFO: Epoch: [9] [ 0/3251] learning_rate: 0.196029 loss_vfl: 0.834253 loss_bbox: 0.280028 loss_dfl: 0.182643 loss: 1.300992 eta: 7 days, 9:54:06 batch_cost: 2.4331 data_cost: 0.7115 ips: 11.5079 images/s [11/12 08:23:34] ppdet.engine INFO: Epoch: [9] [ 20/3251] learning_rate: 0.196024 loss_vfl: 0.837599 loss_bbox: 0.313913 loss_dfl: 0.185383 loss: 1.350068 eta: 7 days, 9:54:00 batch_cost: 2.3527 data_cost: 0.0012 ips: 11.9011 images/s [11/12 08:24:22] ppdet.engine INFO: Epoch: [9] [ 40/3251] learning_rate: 0.196019 loss_vfl: 0.844168 loss_bbox: 0.293818 loss_dfl: 0.178143 loss: 1.331279 eta: 7 days, 9:53:37 batch_cost: 2.2636 data_cost: 0.0011 ips: 12.3699 images/s [11/12 08:25:07] ppdet.engine INFO: Epoch: [9] [ 60/3251] learning_rate: 0.196013 loss_vfl: 0.848114 loss_bbox: 0.300830 loss_dfl: 0.184003 loss: 1.342627 eta: 7 days, 9:52:40 batch_cost: 2.0962 data_cost: 0.0016 ips: 13.3575 images/s [11/12 08:25:54] ppdet.engine INFO: Epoch: [9] [ 80/3251] learning_rate: 0.196008 loss_vfl: 0.855126 loss_bbox: 0.347333 loss_dfl: 0.210455 loss: 1.404347 eta: 7 days, 9:52:13 batch_cost: 2.2485 data_cost: 0.0010 ips: 12.4525 images/s [11/12 08:26:41] ppdet.engine INFO: Epoch: [9] [ 100/3251] learning_rate: 0.196002 loss_vfl: 0.844651 loss_bbox: 0.330536 loss_dfl: 0.203005 loss: 1.400053 eta: 7 days, 9:51:37 batch_cost: 2.1969 data_cost: 0.0010 ips: 12.7454 images/s [11/12 08:27:27] ppdet.engine INFO: Epoch: [9] [ 120/3251] learning_rate: 0.195997 loss_vfl: 0.850485 loss_bbox: 0.280563 loss_dfl: 0.179438 loss: 1.327018 eta: 7 days, 9:50:45 batch_cost: 2.1226 data_cost: 0.0011 ips: 13.1914 images/s [11/12 08:28:13] ppdet.engine INFO: Epoch: [9] [ 140/3251] learning_rate: 0.195992 loss_vfl: 0.875031 loss_bbox: 0.312980 loss_dfl: 0.202290 loss: 1.349687 eta: 7 days, 9:49:48 batch_cost: 2.0993 data_cost: 0.0015 ips: 13.3379 images/s [11/12 08:29:00] ppdet.engine INFO: Epoch: [9] [ 160/3251] learning_rate: 0.195986 loss_vfl: 0.846641 loss_bbox: 0.315564 loss_dfl: 0.196932 loss: 1.356319 eta: 7 days, 9:49:11 batch_cost: 2.1978 data_cost: 0.0011 ips: 12.7399 images/s [11/12 08:29:46] ppdet.engine INFO: Epoch: [9] [ 180/3251] learning_rate: 0.195981 loss_vfl: 0.848111 loss_bbox: 0.306488 loss_dfl: 0.197461 loss: 1.351966 eta: 7 days, 9:48:19 batch_cost: 2.1201 data_cost: 0.0010 ips: 13.2068 images/s [11/12 08:30:32] ppdet.engine INFO: Epoch: [9] [ 200/3251] learning_rate: 0.195975 loss_vfl: 0.837336 loss_bbox: 0.275276 loss_dfl: 0.190760 loss: 1.346548 eta: 7 days, 9:47:06 batch_cost: 2.0184 data_cost: 0.0079 ips: 13.8727 images/s [11/12 08:31:18] ppdet.engine INFO: Epoch: [9] [ 220/3251] learning_rate: 0.195970 loss_vfl: 0.840913 loss_bbox: 0.319957 loss_dfl: 0.203387 loss: 1.392893 eta: 7 days, 9:46:35 batch_cost: 2.2219 data_cost: 0.0025 ips: 12.6018 images/s [11/12 08:32:05] ppdet.engine INFO: Epoch: [9] [ 240/3251] learning_rate: 0.195964 loss_vfl: 0.837875 loss_bbox: 0.312932 loss_dfl: 0.203536 loss: 1.373166 eta: 7 days, 9:45:51 batch_cost: 2.1631 data_cost: 0.0011 ips: 12.9444 images/s [11/12 08:32:51] ppdet.engine INFO: Epoch: [9] [ 260/3251] learning_rate: 0.195959 loss_vfl: 0.849104 loss_bbox: 0.304695 loss_dfl: 0.193220 loss: 1.404621 eta: 7 days, 9:45:02 batch_cost: 2.1358 data_cost: 0.0010 ips: 13.1097 images/s [11/12 08:33:36] ppdet.engine INFO: Epoch: [9] [ 280/3251] learning_rate: 0.195954 loss_vfl: 0.854636 loss_bbox: 0.327220 loss_dfl: 0.201024 loss: 1.370312 eta: 7 days, 9:44:17 batch_cost: 2.1583 data_cost: 0.0010 ips: 12.9730 images/s [11/12 08:34:22] ppdet.engine INFO: Epoch: [9] [ 300/3251] learning_rate: 0.195948 loss_vfl: 0.845817 loss_bbox: 0.340284 loss_dfl: 0.211020 loss: 1.415723 eta: 7 days, 9:43:35 batch_cost: 2.1695 data_cost: 0.0013 ips: 12.9062 images/s [11/12 08:35:08] ppdet.engine INFO: Epoch: [9] [ 320/3251] learning_rate: 0.195943 loss_vfl: 0.842619 loss_bbox: 0.262520 loss_dfl: 0.175457 loss: 1.303745 eta: 7 days, 9:42:57 batch_cost: 2.1928 data_cost: 0.0010 ips: 12.7691 images/s [11/12 08:35:55] ppdet.engine INFO: Epoch: [9] [ 340/3251] learning_rate: 0.195937 loss_vfl: 0.846715 loss_bbox: 0.295761 loss_dfl: 0.193568 loss: 1.352102 eta: 7 days, 9:42:11 batch_cost: 2.1507 data_cost: 0.0009 ips: 13.0189 images/s [11/12 08:36:43] ppdet.engine INFO: Epoch: [9] [ 360/3251] learning_rate: 0.195932 loss_vfl: 0.841696 loss_bbox: 0.319356 loss_dfl: 0.202001 loss: 1.369689 eta: 7 days, 9:41:35 batch_cost: 2.2039 data_cost: 0.0014 ips: 12.7049 images/s [11/12 08:37:29] ppdet.engine INFO: Epoch: [9] [ 380/3251] learning_rate: 0.195926 loss_vfl: 0.860745 loss_bbox: 0.279151 loss_dfl: 0.176572 loss: 1.324884 eta: 7 days, 9:40:59 batch_cost: 2.1984 data_cost: 0.0011 ips: 12.7363 images/s [11/12 08:38:13] ppdet.engine INFO: Epoch: [9] [ 400/3251] learning_rate: 0.195921 loss_vfl: 0.851661 loss_bbox: 0.293558 loss_dfl: 0.188808 loss: 1.352353 eta: 7 days, 9:40:03 batch_cost: 2.1011 data_cost: 0.0009 ips: 13.3263 images/s [11/12 08:38:59] ppdet.engine INFO: Epoch: [9] [ 420/3251] learning_rate: 0.195915 loss_vfl: 0.860107 loss_bbox: 0.295452 loss_dfl: 0.188227 loss: 1.331349 eta: 7 days, 9:39:17 batch_cost: 2.1544 data_cost: 0.0011 ips: 12.9967 images/s [11/12 08:39:43] ppdet.engine INFO: Epoch: [9] [ 440/3251] learning_rate: 0.195910 loss_vfl: 0.866038 loss_bbox: 0.299160 loss_dfl: 0.187193 loss: 1.361316 eta: 7 days, 9:38:29 batch_cost: 2.1393 data_cost: 0.0015 ips: 13.0881 images/s [11/12 08:40:30] ppdet.engine INFO: Epoch: [9] [ 460/3251] learning_rate: 0.195904 loss_vfl: 0.837326 loss_bbox: 0.300945 loss_dfl: 0.191996 loss: 1.363901 eta: 7 days, 9:37:50 batch_cost: 2.1872 data_cost: 0.0009 ips: 12.8018 images/s [11/12 08:41:16] ppdet.engine INFO: Epoch: [9] [ 480/3251] learning_rate: 0.195899 loss_vfl: 0.857755 loss_bbox: 0.301915 loss_dfl: 0.186686 loss: 1.345692 eta: 7 days, 9:37:07 batch_cost: 2.1649 data_cost: 0.0013 ips: 12.9337 images/s [11/12 08:42:03] ppdet.engine INFO: Epoch: [9] [ 500/3251] learning_rate: 0.195893 loss_vfl: 0.848892 loss_bbox: 0.271593 loss_dfl: 0.176462 loss: 1.293648 eta: 7 days, 9:36:27 batch_cost: 2.1848 data_cost: 0.0009 ips: 12.8156 images/s [11/12 08:42:50] ppdet.engine INFO: Epoch: [9] [ 520/3251] learning_rate: 0.195888 loss_vfl: 0.830025 loss_bbox: 0.349331 loss_dfl: 0.205187 loss: 1.383066 eta: 7 days, 9:35:57 batch_cost: 2.2314 data_cost: 0.0010 ips: 12.5480 images/s [11/12 08:43:35] ppdet.engine INFO: Epoch: [9] [ 540/3251] learning_rate: 0.195882 loss_vfl: 0.830782 loss_bbox: 0.306607 loss_dfl: 0.201924 loss: 1.346422 eta: 7 days, 9:34:36 batch_cost: 1.9732 data_cost: 0.0011 ips: 14.1900 images/s [11/12 08:44:20] ppdet.engine INFO: Epoch: [9] [ 560/3251] learning_rate: 0.195877 loss_vfl: 0.843260 loss_bbox: 0.301859 loss_dfl: 0.181260 loss: 1.323007 eta: 7 days, 9:33:16 batch_cost: 1.9815 data_cost: 0.0017 ips: 14.1308 images/s [11/12 08:45:05] ppdet.engine INFO: Epoch: [9] [ 580/3251] learning_rate: 0.195871 loss_vfl: 0.853872 loss_bbox: 0.305756 loss_dfl: 0.178375 loss: 1.331090 eta: 7 days, 9:32:21 batch_cost: 2.1040 data_cost: 0.0015 ips: 13.3083 images/s [11/12 08:45:53] ppdet.engine INFO: Epoch: [9] [ 600/3251] learning_rate: 0.195866 loss_vfl: 0.843152 loss_bbox: 0.328540 loss_dfl: 0.200780 loss: 1.342340 eta: 7 days, 9:31:50 batch_cost: 2.2237 data_cost: 0.0021 ips: 12.5917 images/s [11/12 08:46:39] ppdet.engine INFO: Epoch: [9] [ 620/3251] learning_rate: 0.195860 loss_vfl: 0.870337 loss_bbox: 0.324298 loss_dfl: 0.202403 loss: 1.375940 eta: 7 days, 9:31:00 batch_cost: 2.1349 data_cost: 0.0009 ips: 13.1155 images/s [11/12 08:47:25] ppdet.engine INFO: Epoch: [9] [ 640/3251] learning_rate: 0.195855 loss_vfl: 0.831869 loss_bbox: 0.339561 loss_dfl: 0.204016 loss: 1.368160 eta: 7 days, 9:30:10 batch_cost: 2.1270 data_cost: 0.0018 ips: 13.1643 images/s [11/12 08:48:10] ppdet.engine INFO: Epoch: [9] [ 660/3251] learning_rate: 0.195849 loss_vfl: 0.856761 loss_bbox: 0.305987 loss_dfl: 0.189634 loss: 1.343417 eta: 7 days, 9:29:10 batch_cost: 2.0823 data_cost: 0.0009 ips: 13.4468 images/s [11/12 08:48:55] ppdet.engine INFO: Epoch: [9] [ 680/3251] learning_rate: 0.195844 loss_vfl: 0.885703 loss_bbox: 0.290872 loss_dfl: 0.183471 loss: 1.361850 eta: 7 days, 9:28:23 batch_cost: 2.1435 data_cost: 0.0009 ips: 13.0627 images/s [11/12 08:49:42] ppdet.engine INFO: Epoch: [9] [ 700/3251] learning_rate: 0.195838 loss_vfl: 0.840125 loss_bbox: 0.323905 loss_dfl: 0.198826 loss: 1.352690 eta: 7 days, 9:27:54 batch_cost: 2.2395 data_cost: 0.0009 ips: 12.5027 images/s [11/12 08:50:28] ppdet.engine INFO: Epoch: [9] [ 720/3251] learning_rate: 0.195833 loss_vfl: 0.823732 loss_bbox: 0.323478 loss_dfl: 0.208316 loss: 1.373175 eta: 7 days, 9:27:15 batch_cost: 2.1855 data_cost: 0.0010 ips: 12.8116 images/s [11/12 08:51:16] ppdet.engine INFO: Epoch: [9] [ 740/3251] learning_rate: 0.195827 loss_vfl: 0.876443 loss_bbox: 0.306385 loss_dfl: 0.193632 loss: 1.377522 eta: 7 days, 9:26:46 batch_cost: 2.2399 data_cost: 0.0010 ips: 12.5004 images/s [11/12 08:52:02] ppdet.engine INFO: Epoch: [9] [ 760/3251] learning_rate: 0.195822 loss_vfl: 0.834877 loss_bbox: 0.295364 loss_dfl: 0.181701 loss: 1.323275 eta: 7 days, 9:26:04 batch_cost: 2.1707 data_cost: 0.0011 ips: 12.8992 images/s [11/12 08:52:47] ppdet.engine INFO: Epoch: [9] [ 780/3251] learning_rate: 0.195816 loss_vfl: 0.860761 loss_bbox: 0.302320 loss_dfl: 0.199923 loss: 1.327180 eta: 7 days, 9:25:14 batch_cost: 2.1276 data_cost: 0.0011 ips: 13.1606 images/s [11/12 08:53:33] ppdet.engine INFO: Epoch: [9] [ 800/3251] learning_rate: 0.195811 loss_vfl: 0.864521 loss_bbox: 0.316986 loss_dfl: 0.197533 loss: 1.381985 eta: 7 days, 9:24:29 batch_cost: 2.1589 data_cost: 0.0012 ips: 12.9697 images/s [11/12 08:54:22] ppdet.engine INFO: Epoch: [9] [ 820/3251] learning_rate: 0.195805 loss_vfl: 0.854268 loss_bbox: 0.338293 loss_dfl: 0.206194 loss: 1.366217 eta: 7 days, 9:24:04 batch_cost: 2.2574 data_cost: 0.0011 ips: 12.4036 images/s [11/12 08:55:08] ppdet.engine INFO: Epoch: [9] [ 840/3251] learning_rate: 0.195800 loss_vfl: 0.873261 loss_bbox: 0.299712 loss_dfl: 0.200087 loss: 1.387742 eta: 7 days, 9:23:16 batch_cost: 2.1401 data_cost: 0.0011 ips: 13.0835 images/s [11/12 08:55:52] ppdet.engine INFO: Epoch: [9] [ 860/3251] learning_rate: 0.195794 loss_vfl: 0.849250 loss_bbox: 0.301305 loss_dfl: 0.186873 loss: 1.360275 eta: 7 days, 9:22:28 batch_cost: 2.1391 data_cost: 0.0010 ips: 13.0896 images/s [11/12 08:56:39] ppdet.engine INFO: Epoch: [9] [ 880/3251] learning_rate: 0.195789 loss_vfl: 0.858193 loss_bbox: 0.317137 loss_dfl: 0.198126 loss: 1.380823 eta: 7 days, 9:21:49 batch_cost: 2.1859 data_cost: 0.0016 ips: 12.8095 images/s [11/12 08:57:28] ppdet.engine INFO: Epoch: [9] [ 900/3251] learning_rate: 0.195783 loss_vfl: 0.842371 loss_bbox: 0.310655 loss_dfl: 0.204440 loss: 1.393279 eta: 7 days, 9:21:36 batch_cost: 2.3203 data_cost: 0.0010 ips: 12.0672 images/s [11/12 08:58:15] ppdet.engine INFO: Epoch: [9] [ 920/3251] learning_rate: 0.195778 loss_vfl: 0.869309 loss_bbox: 0.372318 loss_dfl: 0.221817 loss: 1.454718 eta: 7 days, 9:21:06 batch_cost: 2.2343 data_cost: 0.0009 ips: 12.5320 images/s [11/12 08:59:03] ppdet.engine INFO: Epoch: [9] [ 940/3251] learning_rate: 0.195772 loss_vfl: 0.873502 loss_bbox: 0.318743 loss_dfl: 0.196471 loss: 1.385307 eta: 7 days, 9:20:26 batch_cost: 2.1799 data_cost: 0.0009 ips: 12.8445 images/s [11/12 08:59:49] ppdet.engine INFO: Epoch: [9] [ 960/3251] learning_rate: 0.195766 loss_vfl: 0.851122 loss_bbox: 0.295410 loss_dfl: 0.187663 loss: 1.347827 eta: 7 days, 9:19:52 batch_cost: 2.2126 data_cost: 0.0011 ips: 12.6551 images/s [11/12 09:00:35] ppdet.engine INFO: Epoch: [9] [ 980/3251] learning_rate: 0.195761 loss_vfl: 0.858102 loss_bbox: 0.324298 loss_dfl: 0.197750 loss: 1.362584 eta: 7 days, 9:19:22 batch_cost: 2.2325 data_cost: 0.0010 ips: 12.5422 images/s [11/12 09:01:23] ppdet.engine INFO: Epoch: [9] [1000/3251] learning_rate: 0.195755 loss_vfl: 0.840754 loss_bbox: 0.295542 loss_dfl: 0.191365 loss: 1.333353 eta: 7 days, 9:18:36 batch_cost: 2.1548 data_cost: 0.0011 ips: 12.9945 images/s [11/12 09:02:09] ppdet.engine INFO: Epoch: [9] [1020/3251] learning_rate: 0.195750 loss_vfl: 0.865691 loss_bbox: 0.274522 loss_dfl: 0.189243 loss: 1.335381 eta: 7 days, 9:17:49 batch_cost: 2.1457 data_cost: 0.0012 ips: 13.0492 images/s [11/12 09:02:56] ppdet.engine INFO: Epoch: [9] [1040/3251] learning_rate: 0.195744 loss_vfl: 0.854358 loss_bbox: 0.370507 loss_dfl: 0.214349 loss: 1.421544 eta: 7 days, 9:17:14 batch_cost: 2.2091 data_cost: 0.0009 ips: 12.6749 images/s [11/12 09:03:43] ppdet.engine INFO: Epoch: [9] [1060/3251] learning_rate: 0.195739 loss_vfl: 0.833719 loss_bbox: 0.303385 loss_dfl: 0.195933 loss: 1.349456 eta: 7 days, 9:16:45 batch_cost: 2.2342 data_cost: 0.0011 ips: 12.5322 images/s [11/12 09:04:28] ppdet.engine INFO: Epoch: [9] [1080/3251] learning_rate: 0.195733 loss_vfl: 0.845461 loss_bbox: 0.317331 loss_dfl: 0.186263 loss: 1.349721 eta: 7 days, 9:16:02 batch_cost: 2.1669 data_cost: 0.0010 ips: 12.9217 images/s [11/12 09:05:15] ppdet.engine INFO: Epoch: [9] [1100/3251] learning_rate: 0.195727 loss_vfl: 0.844051 loss_bbox: 0.314912 loss_dfl: 0.207156 loss: 1.341034 eta: 7 days, 9:15:30 batch_cost: 2.2234 data_cost: 0.0010 ips: 12.5934 images/s [11/12 09:06:01] ppdet.engine INFO: Epoch: [9] [1120/3251] learning_rate: 0.195722 loss_vfl: 0.841195 loss_bbox: 0.320091 loss_dfl: 0.220528 loss: 1.371981 eta: 7 days, 9:14:39 batch_cost: 2.1259 data_cost: 0.0010 ips: 13.1708 images/s [11/12 09:06:47] ppdet.engine INFO: Epoch: [9] [1140/3251] learning_rate: 0.195716 loss_vfl: 0.865747 loss_bbox: 0.330981 loss_dfl: 0.212383 loss: 1.403735 eta: 7 days, 9:13:57 batch_cost: 2.1703 data_cost: 0.0010 ips: 12.9013 images/s [11/12 09:07:32] ppdet.engine INFO: Epoch: [9] [1160/3251] learning_rate: 0.195711 loss_vfl: 0.835843 loss_bbox: 0.312389 loss_dfl: 0.187686 loss: 1.368392 eta: 7 days, 9:12:45 batch_cost: 2.0199 data_cost: 0.0011 ips: 13.8622 images/s [11/12 09:08:18] ppdet.engine INFO: Epoch: [9] [1180/3251] learning_rate: 0.195705 loss_vfl: 0.834561 loss_bbox: 0.276656 loss_dfl: 0.192045 loss: 1.334367 eta: 7 days, 9:12:03 batch_cost: 2.1727 data_cost: 0.0013 ips: 12.8870 images/s [11/12 09:09:03] ppdet.engine INFO: Epoch: [9] [1200/3251] learning_rate: 0.195699 loss_vfl: 0.853565 loss_bbox: 0.315710 loss_dfl: 0.199668 loss: 1.363442 eta: 7 days, 9:11:13 batch_cost: 2.1269 data_cost: 0.0012 ips: 13.1645 images/s [11/12 09:09:48] ppdet.engine INFO: Epoch: [9] [1220/3251] learning_rate: 0.195694 loss_vfl: 0.857157 loss_bbox: 0.322923 loss_dfl: 0.208580 loss: 1.375593 eta: 7 days, 9:10:21 batch_cost: 2.1231 data_cost: 0.0010 ips: 13.1885 images/s [11/12 09:10:35] ppdet.engine INFO: Epoch: [9] [1240/3251] learning_rate: 0.195688 loss_vfl: 0.829119 loss_bbox: 0.269288 loss_dfl: 0.189656 loss: 1.302147 eta: 7 days, 9:09:43 batch_cost: 2.1899 data_cost: 0.0010 ips: 12.7858 images/s [11/12 09:11:20] ppdet.engine INFO: Epoch: [9] [1260/3251] learning_rate: 0.195683 loss_vfl: 0.856259 loss_bbox: 0.318628 loss_dfl: 0.204228 loss: 1.369175 eta: 7 days, 9:08:58 batch_cost: 2.1542 data_cost: 0.0010 ips: 12.9980 images/s [11/12 09:12:06] ppdet.engine INFO: Epoch: [9] [1280/3251] learning_rate: 0.195677 loss_vfl: 0.841767 loss_bbox: 0.304140 loss_dfl: 0.197642 loss: 1.352371 eta: 7 days, 9:08:01 batch_cost: 2.0985 data_cost: 0.0010 ips: 13.3429 images/s [11/12 09:12:50] ppdet.engine INFO: Epoch: [9] [1300/3251] learning_rate: 0.195671 loss_vfl: 0.852521 loss_bbox: 0.288598 loss_dfl: 0.196833 loss: 1.336816 eta: 7 days, 9:07:14 batch_cost: 2.1441 data_cost: 0.0009 ips: 13.0592 images/s [11/12 09:13:37] ppdet.engine INFO: Epoch: [9] [1320/3251] learning_rate: 0.195666 loss_vfl: 0.858933 loss_bbox: 0.307749 loss_dfl: 0.194185 loss: 1.390166 eta: 7 days, 9:06:42 batch_cost: 2.2235 data_cost: 0.0010 ips: 12.5926 images/s [11/12 09:14:25] ppdet.engine INFO: Epoch: [9] [1340/3251] learning_rate: 0.195660 loss_vfl: 0.842250 loss_bbox: 0.330736 loss_dfl: 0.212444 loss: 1.385437 eta: 7 days, 9:06:20 batch_cost: 2.2747 data_cost: 0.0013 ips: 12.3092 images/s [11/12 09:15:11] ppdet.engine INFO: Epoch: [9] [1360/3251] learning_rate: 0.195654 loss_vfl: 0.841491 loss_bbox: 0.271682 loss_dfl: 0.180301 loss: 1.345968 eta: 7 days, 9:05:29 batch_cost: 2.1244 data_cost: 0.0011 ips: 13.1804 images/s [11/12 09:15:57] ppdet.engine INFO: Epoch: [9] [1380/3251] learning_rate: 0.195649 loss_vfl: 0.854618 loss_bbox: 0.309880 loss_dfl: 0.203118 loss: 1.368500 eta: 7 days, 9:04:44 batch_cost: 2.1588 data_cost: 0.0009 ips: 12.9700 images/s [11/12 09:16:43] ppdet.engine INFO: Epoch: [9] [1400/3251] learning_rate: 0.195643 loss_vfl: 0.829205 loss_bbox: 0.315926 loss_dfl: 0.192538 loss: 1.342390 eta: 7 days, 9:03:57 batch_cost: 2.1433 data_cost: 0.0010 ips: 13.0641 images/s [11/12 09:17:29] ppdet.engine INFO: Epoch: [9] [1420/3251] learning_rate: 0.195638 loss_vfl: 0.867230 loss_bbox: 0.318882 loss_dfl: 0.188989 loss: 1.375292 eta: 7 days, 9:03:04 batch_cost: 2.1155 data_cost: 0.0011 ips: 13.2356 images/s [11/12 09:18:15] ppdet.engine INFO: Epoch: [9] [1440/3251] learning_rate: 0.195632 loss_vfl: 0.855661 loss_bbox: 0.339732 loss_dfl: 0.209318 loss: 1.387892 eta: 7 days, 9:02:30 batch_cost: 2.2117 data_cost: 0.0015 ips: 12.6602 images/s [11/12 09:19:01] ppdet.engine INFO: Epoch: [9] [1460/3251] learning_rate: 0.195626 loss_vfl: 0.853492 loss_bbox: 0.290413 loss_dfl: 0.193981 loss: 1.354756 eta: 7 days, 9:01:40 batch_cost: 2.1299 data_cost: 0.0010 ips: 13.1462 images/s [11/12 09:19:46] ppdet.engine INFO: Epoch: [9] [1480/3251] learning_rate: 0.195621 loss_vfl: 0.858163 loss_bbox: 0.298719 loss_dfl: 0.189116 loss: 1.357396 eta: 7 days, 9:00:49 batch_cost: 2.1252 data_cost: 0.0010 ips: 13.1749 images/s [11/12 09:20:31] ppdet.engine INFO: Epoch: [9] [1500/3251] learning_rate: 0.195615 loss_vfl: 0.863367 loss_bbox: 0.292755 loss_dfl: 0.202765 loss: 1.352531 eta: 7 days, 8:59:48 batch_cost: 2.0735 data_cost: 0.0011 ips: 13.5038 images/s [11/12 09:21:17] ppdet.engine INFO: Epoch: [9] [1520/3251] learning_rate: 0.195609 loss_vfl: 0.852432 loss_bbox: 0.282730 loss_dfl: 0.188969 loss: 1.310385 eta: 7 days, 8:59:06 batch_cost: 2.1727 data_cost: 0.0012 ips: 12.8873 images/s [11/12 09:22:02] ppdet.engine INFO: Epoch: [9] [1540/3251] learning_rate: 0.195604 loss_vfl: 0.859521 loss_bbox: 0.295222 loss_dfl: 0.189811 loss: 1.322931 eta: 7 days, 8:58:13 batch_cost: 2.1102 data_cost: 0.0012 ips: 13.2689 images/s [11/12 09:22:48] ppdet.engine INFO: Epoch: [9] [1560/3251] learning_rate: 0.195598 loss_vfl: 0.845651 loss_bbox: 0.309104 loss_dfl: 0.193841 loss: 1.356766 eta: 7 days, 8:57:37 batch_cost: 2.2025 data_cost: 0.0011 ips: 12.7125 images/s [11/12 09:23:33] ppdet.engine INFO: Epoch: [9] [1580/3251] learning_rate: 0.195592 loss_vfl: 0.852095 loss_bbox: 0.324507 loss_dfl: 0.202080 loss: 1.381879 eta: 7 days, 8:56:57 batch_cost: 2.1864 data_cost: 0.0009 ips: 12.8066 images/s [11/12 09:24:21] ppdet.engine INFO: Epoch: [9] [1600/3251] learning_rate: 0.195587 loss_vfl: 0.860949 loss_bbox: 0.294864 loss_dfl: 0.194570 loss: 1.342836 eta: 7 days, 8:56:25 batch_cost: 2.2219 data_cost: 0.0015 ips: 12.6016 images/s [11/12 09:25:06] ppdet.engine INFO: Epoch: [9] [1620/3251] learning_rate: 0.195581 loss_vfl: 0.867255 loss_bbox: 0.307321 loss_dfl: 0.186152 loss: 1.357296 eta: 7 days, 8:55:42 batch_cost: 2.1659 data_cost: 0.0017 ips: 12.9275 images/s [11/12 09:25:53] ppdet.engine INFO: Epoch: [9] [1640/3251] learning_rate: 0.195575 loss_vfl: 0.842460 loss_bbox: 0.273483 loss_dfl: 0.181900 loss: 1.273720 eta: 7 days, 8:55:13 batch_cost: 2.2420 data_cost: 0.0012 ips: 12.4890 images/s [11/12 09:26:40] ppdet.engine INFO: Epoch: [9] [1660/3251] learning_rate: 0.195569 loss_vfl: 0.838508 loss_bbox: 0.313884 loss_dfl: 0.208308 loss: 1.360249 eta: 7 days, 8:54:37 batch_cost: 2.2017 data_cost: 0.0010 ips: 12.7176 images/s [11/12 09:27:27] ppdet.engine INFO: Epoch: [9] [1680/3251] learning_rate: 0.195564 loss_vfl: 0.835305 loss_bbox: 0.310499 loss_dfl: 0.196565 loss: 1.348973 eta: 7 days, 8:54:07 batch_cost: 2.2366 data_cost: 0.0011 ips: 12.5189 images/s [11/12 09:28:13] ppdet.engine INFO: Epoch: [9] [1700/3251] learning_rate: 0.195558 loss_vfl: 0.835705 loss_bbox: 0.317603 loss_dfl: 0.190193 loss: 1.377157 eta: 7 days, 8:53:26 batch_cost: 2.1750 data_cost: 0.0010 ips: 12.8737 images/s [11/12 09:28:59] ppdet.engine INFO: Epoch: [9] [1720/3251] learning_rate: 0.195552 loss_vfl: 0.872603 loss_bbox: 0.306970 loss_dfl: 0.196142 loss: 1.379779 eta: 7 days, 8:52:49 batch_cost: 2.1983 data_cost: 0.0010 ips: 12.7371 images/s [11/12 09:29:44] ppdet.engine INFO: Epoch: [9] [1740/3251] learning_rate: 0.195547 loss_vfl: 0.852153 loss_bbox: 0.304109 loss_dfl: 0.200555 loss: 1.355969 eta: 7 days, 8:52:01 batch_cost: 2.1420 data_cost: 0.0013 ips: 13.0721 images/s [11/12 09:30:30] ppdet.engine INFO: Epoch: [9] [1760/3251] learning_rate: 0.195541 loss_vfl: 0.829325 loss_bbox: 0.296170 loss_dfl: 0.188193 loss: 1.336083 eta: 7 days, 8:51:17 batch_cost: 2.1599 data_cost: 0.0010 ips: 12.9634 images/s [11/12 09:31:15] ppdet.engine INFO: Epoch: [9] [1780/3251] learning_rate: 0.195535 loss_vfl: 0.855388 loss_bbox: 0.308022 loss_dfl: 0.192725 loss: 1.343437 eta: 7 days, 8:50:05 batch_cost: 2.0111 data_cost: 0.0012 ips: 13.9224 images/s [11/12 09:32:01] ppdet.engine INFO: Epoch: [9] [1800/3251] learning_rate: 0.195530 loss_vfl: 0.850049 loss_bbox: 0.303122 loss_dfl: 0.184589 loss: 1.295920 eta: 7 days, 8:49:36 batch_cost: 2.2407 data_cost: 0.0011 ips: 12.4963 images/s [11/12 09:32:47] ppdet.engine INFO: Epoch: [9] [1820/3251] learning_rate: 0.195524 loss_vfl: 0.842668 loss_bbox: 0.323402 loss_dfl: 0.200604 loss: 1.365314 eta: 7 days, 8:48:41 batch_cost: 2.1062 data_cost: 0.0010 ips: 13.2942 images/s [11/12 09:33:32] ppdet.engine INFO: Epoch: [9] [1840/3251] learning_rate: 0.195518 loss_vfl: 0.847811 loss_bbox: 0.294588 loss_dfl: 0.205838 loss: 1.369718 eta: 7 days, 8:47:44 batch_cost: 2.0904 data_cost: 0.0010 ips: 13.3943 images/s [11/12 09:34:15] ppdet.engine INFO: Epoch: [9] [1860/3251] learning_rate: 0.195512 loss_vfl: 0.830695 loss_bbox: 0.281089 loss_dfl: 0.190429 loss: 1.292624 eta: 7 days, 8:46:35 batch_cost: 2.0298 data_cost: 0.0010 ips: 13.7945 images/s [11/12 09:35:01] ppdet.engine INFO: Epoch: [9] [1880/3251] learning_rate: 0.195507 loss_vfl: 0.881321 loss_bbox: 0.327989 loss_dfl: 0.206299 loss: 1.422378 eta: 7 days, 8:45:47 batch_cost: 2.1414 data_cost: 0.0009 ips: 13.0758 images/s [11/12 09:35:46] ppdet.engine INFO: Epoch: [9] [1900/3251] learning_rate: 0.195501 loss_vfl: 0.879021 loss_bbox: 0.300295 loss_dfl: 0.199025 loss: 1.384738 eta: 7 days, 8:44:47 batch_cost: 2.0734 data_cost: 0.0015 ips: 13.5043 images/s [11/12 09:36:32] ppdet.engine INFO: Epoch: [9] [1920/3251] learning_rate: 0.195495 loss_vfl: 0.843190 loss_bbox: 0.319064 loss_dfl: 0.200777 loss: 1.387998 eta: 7 days, 8:44:05 batch_cost: 2.1744 data_cost: 0.0015 ips: 12.8771 images/s [11/12 09:37:17] ppdet.engine INFO: Epoch: [9] [1940/3251] learning_rate: 0.195489 loss_vfl: 0.845772 loss_bbox: 0.296320 loss_dfl: 0.187728 loss: 1.361522 eta: 7 days, 8:43:15 batch_cost: 2.1282 data_cost: 0.0010 ips: 13.1570 images/s [11/12 09:38:02] ppdet.engine INFO: Epoch: [9] [1960/3251] learning_rate: 0.195484 loss_vfl: 0.845217 loss_bbox: 0.333611 loss_dfl: 0.206216 loss: 1.416168 eta: 7 days, 8:42:22 batch_cost: 2.1122 data_cost: 0.0010 ips: 13.2561 images/s [11/12 09:38:48] ppdet.engine INFO: Epoch: [9] [1980/3251] learning_rate: 0.195478 loss_vfl: 0.852139 loss_bbox: 0.295391 loss_dfl: 0.192620 loss: 1.376767 eta: 7 days, 8:41:44 batch_cost: 2.1948 data_cost: 0.0015 ips: 12.7576 images/s [11/12 09:39:34] ppdet.engine INFO: Epoch: [9] [2000/3251] learning_rate: 0.195472 loss_vfl: 0.822552 loss_bbox: 0.320119 loss_dfl: 0.195694 loss: 1.363070 eta: 7 days, 8:41:02 batch_cost: 2.1674 data_cost: 0.0010 ips: 12.9185 images/s [11/12 09:40:20] ppdet.engine INFO: Epoch: [9] [2020/3251] learning_rate: 0.195467 loss_vfl: 0.847806 loss_bbox: 0.318544 loss_dfl: 0.192659 loss: 1.324666 eta: 7 days, 8:40:15 batch_cost: 2.1463 data_cost: 0.0010 ips: 13.0456 images/s [11/12 09:41:06] ppdet.engine INFO: Epoch: [9] [2040/3251] learning_rate: 0.195461 loss_vfl: 0.853405 loss_bbox: 0.266079 loss_dfl: 0.185940 loss: 1.314771 eta: 7 days, 8:39:39 batch_cost: 2.2058 data_cost: 0.0014 ips: 12.6939 images/s [11/12 09:41:53] ppdet.engine INFO: Epoch: [9] [2060/3251] learning_rate: 0.195455 loss_vfl: 0.844507 loss_bbox: 0.344687 loss_dfl: 0.219090 loss: 1.402200 eta: 7 days, 8:39:06 batch_cost: 2.2176 data_cost: 0.0012 ips: 12.6264 images/s [11/12 09:42:39] ppdet.engine INFO: Epoch: [9] [2080/3251] learning_rate: 0.195449 loss_vfl: 0.863899 loss_bbox: 0.293653 loss_dfl: 0.182788 loss: 1.351254 eta: 7 days, 8:38:16 batch_cost: 2.1314 data_cost: 0.0013 ips: 13.1371 images/s [11/12 09:43:27] ppdet.engine INFO: Epoch: [9] [2100/3251] learning_rate: 0.195443 loss_vfl: 0.864056 loss_bbox: 0.332236 loss_dfl: 0.213748 loss: 1.405266 eta: 7 days, 8:37:59 batch_cost: 2.3009 data_cost: 0.0009 ips: 12.1690 images/s [11/12 09:44:13] ppdet.engine INFO: Epoch: [9] [2120/3251] learning_rate: 0.195438 loss_vfl: 0.855139 loss_bbox: 0.290736 loss_dfl: 0.189939 loss: 1.342383 eta: 7 days, 8:37:14 batch_cost: 2.1566 data_cost: 0.0011 ips: 12.9835 images/s [11/12 09:45:00] ppdet.engine INFO: Epoch: [9] [2140/3251] learning_rate: 0.195432 loss_vfl: 0.878330 loss_bbox: 0.302814 loss_dfl: 0.189836 loss: 1.325450 eta: 7 days, 8:36:36 batch_cost: 2.1953 data_cost: 0.0010 ips: 12.7545 images/s [11/12 09:45:45] ppdet.engine INFO: Epoch: [9] [2160/3251] learning_rate: 0.195426 loss_vfl: 0.860897 loss_bbox: 0.308942 loss_dfl: 0.193269 loss: 1.354506 eta: 7 days, 8:35:53 batch_cost: 2.1668 data_cost: 0.0014 ips: 12.9226 images/s [11/12 09:46:32] ppdet.engine INFO: Epoch: [9] [2180/3251] learning_rate: 0.195420 loss_vfl: 0.832303 loss_bbox: 0.282634 loss_dfl: 0.192178 loss: 1.345721 eta: 7 days, 8:35:10 batch_cost: 2.1659 data_cost: 0.0010 ips: 12.9278 images/s [11/12 09:47:18] ppdet.engine INFO: Epoch: [9] [2200/3251] learning_rate: 0.195415 loss_vfl: 0.846544 loss_bbox: 0.328818 loss_dfl: 0.195283 loss: 1.365092 eta: 7 days, 8:34:32 batch_cost: 2.1898 data_cost: 0.0017 ips: 12.7864 images/s [11/12 09:48:05] ppdet.engine INFO: Epoch: [9] [2220/3251] learning_rate: 0.195409 loss_vfl: 0.813482 loss_bbox: 0.287449 loss_dfl: 0.185377 loss: 1.328980 eta: 7 days, 8:33:55 batch_cost: 2.1983 data_cost: 0.0010 ips: 12.7370 images/s [11/12 09:48:49] ppdet.engine INFO: Epoch: [9] [2240/3251] learning_rate: 0.195403 loss_vfl: 0.827736 loss_bbox: 0.312934 loss_dfl: 0.190996 loss: 1.339157 eta: 7 days, 8:32:55 batch_cost: 2.0756 data_cost: 0.0009 ips: 13.4899 images/s [11/12 09:49:34] ppdet.engine INFO: Epoch: [9] [2260/3251] learning_rate: 0.195397 loss_vfl: 0.851857 loss_bbox: 0.328349 loss_dfl: 0.206216 loss: 1.412705 eta: 7 days, 8:32:08 batch_cost: 2.1450 data_cost: 0.0010 ips: 13.0538 images/s [11/12 09:50:20] ppdet.engine INFO: Epoch: [9] [2280/3251] learning_rate: 0.195391 loss_vfl: 0.862468 loss_bbox: 0.355286 loss_dfl: 0.220087 loss: 1.416547 eta: 7 days, 8:31:25 batch_cost: 2.1678 data_cost: 0.0009 ips: 12.9164 images/s [11/12 09:51:06] ppdet.engine INFO: Epoch: [9] [2300/3251] learning_rate: 0.195386 loss_vfl: 0.830620 loss_bbox: 0.276641 loss_dfl: 0.183764 loss: 1.311782 eta: 7 days, 8:30:38 batch_cost: 2.1436 data_cost: 0.0010 ips: 13.0621 images/s [11/12 09:51:53] ppdet.engine INFO: Epoch: [9] [2320/3251] learning_rate: 0.195380 loss_vfl: 0.838995 loss_bbox: 0.320533 loss_dfl: 0.204385 loss: 1.370065 eta: 7 days, 8:30:06 batch_cost: 2.2284 data_cost: 0.0010 ips: 12.5652 images/s [11/12 09:52:39] ppdet.engine INFO: Epoch: [9] [2340/3251] learning_rate: 0.195374 loss_vfl: 0.866593 loss_bbox: 0.299498 loss_dfl: 0.196382 loss: 1.383950 eta: 7 days, 8:29:24 batch_cost: 2.1681 data_cost: 0.0009 ips: 12.9143 images/s [11/12 09:53:25] ppdet.engine INFO: Epoch: [9] [2360/3251] learning_rate: 0.195368 loss_vfl: 0.849907 loss_bbox: 0.305220 loss_dfl: 0.186508 loss: 1.338734 eta: 7 days, 8:28:33 batch_cost: 2.1239 data_cost: 0.0009 ips: 13.1830 images/s [11/12 09:54:12] ppdet.engine INFO: Epoch: [9] [2380/3251] learning_rate: 0.195362 loss_vfl: 0.854261 loss_bbox: 0.314105 loss_dfl: 0.203261 loss: 1.399551 eta: 7 days, 8:28:05 batch_cost: 2.2476 data_cost: 0.0010 ips: 12.4580 images/s [11/12 09:54:58] ppdet.engine INFO: Epoch: [9] [2400/3251] learning_rate: 0.195357 loss_vfl: 0.869818 loss_bbox: 0.310738 loss_dfl: 0.196982 loss: 1.386065 eta: 7 days, 8:27:15 batch_cost: 2.1302 data_cost: 0.0010 ips: 13.1444 images/s [11/12 09:55:44] ppdet.engine INFO: Epoch: [9] [2420/3251] learning_rate: 0.195351 loss_vfl: 0.860368 loss_bbox: 0.304823 loss_dfl: 0.190380 loss: 1.361280 eta: 7 days, 8:26:35 batch_cost: 2.1828 data_cost: 0.0010 ips: 12.8278 images/s [11/12 09:56:28] ppdet.engine INFO: Epoch: [9] [2440/3251] learning_rate: 0.195345 loss_vfl: 0.854720 loss_bbox: 0.312282 loss_dfl: 0.188551 loss: 1.344900 eta: 7 days, 8:25:31 batch_cost: 2.0548 data_cost: 0.0010 ips: 13.6264 images/s [11/12 09:57:14] ppdet.engine INFO: Epoch: [9] [2460/3251] learning_rate: 0.195339 loss_vfl: 0.855905 loss_bbox: 0.319632 loss_dfl: 0.199939 loss: 1.374856 eta: 7 days, 8:24:43 batch_cost: 2.1376 data_cost: 0.0009 ips: 13.0987 images/s [11/12 09:58:01] ppdet.engine INFO: Epoch: [9] [2480/3251] learning_rate: 0.195333 loss_vfl: 0.851985 loss_bbox: 0.289441 loss_dfl: 0.185111 loss: 1.335707 eta: 7 days, 8:24:09 batch_cost: 2.2141 data_cost: 0.0010 ips: 12.6461 images/s [11/12 09:58:47] ppdet.engine INFO: Epoch: [9] [2500/3251] learning_rate: 0.195327 loss_vfl: 0.862315 loss_bbox: 0.306736 loss_dfl: 0.202057 loss: 1.367566 eta: 7 days, 8:23:26 batch_cost: 2.1684 data_cost: 0.0012 ips: 12.9128 images/s [11/12 09:59:33] ppdet.engine INFO: Epoch: [9] [2520/3251] learning_rate: 0.195322 loss_vfl: 0.849197 loss_bbox: 0.296185 loss_dfl: 0.193197 loss: 1.342222 eta: 7 days, 8:22:56 batch_cost: 2.2370 data_cost: 0.0009 ips: 12.5168 images/s [11/12 10:00:19] ppdet.engine INFO: Epoch: [9] [2540/3251] learning_rate: 0.195316 loss_vfl: 0.857489 loss_bbox: 0.288953 loss_dfl: 0.186374 loss: 1.328737 eta: 7 days, 8:22:09 batch_cost: 2.1438 data_cost: 0.0011 ips: 13.0610 images/s [11/12 10:01:05] ppdet.engine INFO: Epoch: [9] [2560/3251] learning_rate: 0.195310 loss_vfl: 0.867388 loss_bbox: 0.285372 loss_dfl: 0.184607 loss: 1.321326 eta: 7 days, 8:21:29 batch_cost: 2.1829 data_cost: 0.0011 ips: 12.8270 images/s [11/12 10:01:53] ppdet.engine INFO: Epoch: [9] [2580/3251] learning_rate: 0.195304 loss_vfl: 0.843686 loss_bbox: 0.303965 loss_dfl: 0.188441 loss: 1.324910 eta: 7 days, 8:20:55 batch_cost: 2.2116 data_cost: 0.0010 ips: 12.6607 images/s [11/12 10:02:38] ppdet.engine INFO: Epoch: [9] [2600/3251] learning_rate: 0.195298 loss_vfl: 0.849340 loss_bbox: 0.297502 loss_dfl: 0.183982 loss: 1.321712 eta: 7 days, 8:19:49 batch_cost: 2.0465 data_cost: 0.0010 ips: 13.6819 images/s [11/12 10:03:24] ppdet.engine INFO: Epoch: [9] [2620/3251] learning_rate: 0.195292 loss_vfl: 0.845386 loss_bbox: 0.341764 loss_dfl: 0.208867 loss: 1.417031 eta: 7 days, 8:19:18 batch_cost: 2.2265 data_cost: 0.0011 ips: 12.5759 images/s [11/12 10:04:10] ppdet.engine INFO: Epoch: [9] [2640/3251] learning_rate: 0.195286 loss_vfl: 0.845758 loss_bbox: 0.324597 loss_dfl: 0.194085 loss: 1.360219 eta: 7 days, 8:18:15 batch_cost: 2.0586 data_cost: 0.0010 ips: 13.6014 images/s [11/12 10:04:57] ppdet.engine INFO: Epoch: [9] [2660/3251] learning_rate: 0.195281 loss_vfl: 0.838159 loss_bbox: 0.277496 loss_dfl: 0.186510 loss: 1.317943 eta: 7 days, 8:17:48 batch_cost: 2.2546 data_cost: 0.0010 ips: 12.4192 images/s [11/12 10:05:43] ppdet.engine INFO: Epoch: [9] [2680/3251] learning_rate: 0.195275 loss_vfl: 0.863527 loss_bbox: 0.278349 loss_dfl: 0.193391 loss: 1.358012 eta: 7 days, 8:17:09 batch_cost: 2.1884 data_cost: 0.0010 ips: 12.7946 images/s [11/12 10:06:31] ppdet.engine INFO: Epoch: [9] [2700/3251] learning_rate: 0.195269 loss_vfl: 0.861556 loss_bbox: 0.300355 loss_dfl: 0.198737 loss: 1.384777 eta: 7 days, 8:16:34 batch_cost: 2.2119 data_cost: 0.0010 ips: 12.6586 images/s [11/12 10:07:16] ppdet.engine INFO: Epoch: [9] [2720/3251] learning_rate: 0.195263 loss_vfl: 0.861428 loss_bbox: 0.334208 loss_dfl: 0.207544 loss: 1.401618 eta: 7 days, 8:15:46 batch_cost: 2.1385 data_cost: 0.0010 ips: 13.0936 images/s [11/12 10:08:02] ppdet.engine INFO: Epoch: [9] [2740/3251] learning_rate: 0.195257 loss_vfl: 0.843312 loss_bbox: 0.307606 loss_dfl: 0.192738 loss: 1.341914 eta: 7 days, 8:15:15 batch_cost: 2.2321 data_cost: 0.0009 ips: 12.5440 images/s [11/12 10:08:47] ppdet.engine INFO: Epoch: [9] [2760/3251] learning_rate: 0.195251 loss_vfl: 0.861082 loss_bbox: 0.296673 loss_dfl: 0.177968 loss: 1.321163 eta: 7 days, 8:14:28 batch_cost: 2.1423 data_cost: 0.0013 ips: 13.0699 images/s [11/12 10:09:36] ppdet.engine INFO: Epoch: [9] [2780/3251] learning_rate: 0.195245 loss_vfl: 0.837918 loss_bbox: 0.340702 loss_dfl: 0.217284 loss: 1.383202 eta: 7 days, 8:14:04 batch_cost: 2.2693 data_cost: 0.0011 ips: 12.3384 images/s [11/12 10:10:24] ppdet.engine INFO: Epoch: [9] [2800/3251] learning_rate: 0.195239 loss_vfl: 0.851831 loss_bbox: 0.293912 loss_dfl: 0.201756 loss: 1.376670 eta: 7 days, 8:13:41 batch_cost: 2.2796 data_cost: 0.0011 ips: 12.2828 images/s [11/12 10:11:11] ppdet.engine INFO: Epoch: [9] [2820/3251] learning_rate: 0.195234 loss_vfl: 0.861355 loss_bbox: 0.313909 loss_dfl: 0.201630 loss: 1.379888 eta: 7 days, 8:13:11 batch_cost: 2.2353 data_cost: 0.0015 ips: 12.5265 images/s [11/12 10:11:57] ppdet.engine INFO: Epoch: [9] [2840/3251] learning_rate: 0.195228 loss_vfl: 0.851645 loss_bbox: 0.304867 loss_dfl: 0.192584 loss: 1.324826 eta: 7 days, 8:12:40 batch_cost: 2.2347 data_cost: 0.0009 ips: 12.5295 images/s [11/12 10:12:42] ppdet.engine INFO: Epoch: [9] [2860/3251] learning_rate: 0.195222 loss_vfl: 0.855162 loss_bbox: 0.294170 loss_dfl: 0.184967 loss: 1.332975 eta: 7 days, 8:11:51 batch_cost: 2.1332 data_cost: 0.0014 ips: 13.1257 images/s [11/12 10:13:28] ppdet.engine INFO: Epoch: [9] [2880/3251] learning_rate: 0.195216 loss_vfl: 0.829259 loss_bbox: 0.353586 loss_dfl: 0.204734 loss: 1.396659 eta: 7 days, 8:11:04 batch_cost: 2.1459 data_cost: 0.0010 ips: 13.0479 images/s [11/12 10:14:15] ppdet.engine INFO: Epoch: [9] [2900/3251] learning_rate: 0.195210 loss_vfl: 0.841216 loss_bbox: 0.336536 loss_dfl: 0.197007 loss: 1.368320 eta: 7 days, 8:10:35 batch_cost: 2.2392 data_cost: 0.0010 ips: 12.5042 images/s [11/12 10:15:01] ppdet.engine INFO: Epoch: [9] [2920/3251] learning_rate: 0.195204 loss_vfl: 0.861228 loss_bbox: 0.311895 loss_dfl: 0.205784 loss: 1.372968 eta: 7 days, 8:09:55 batch_cost: 2.1873 data_cost: 0.0010 ips: 12.8014 images/s [11/12 10:15:47] ppdet.engine INFO: Epoch: [9] [2940/3251] learning_rate: 0.195198 loss_vfl: 0.833886 loss_bbox: 0.325053 loss_dfl: 0.206403 loss: 1.355053 eta: 7 days, 8:09:17 batch_cost: 2.1941 data_cost: 0.0010 ips: 12.7615 images/s [11/12 10:16:32] ppdet.engine INFO: Epoch: [9] [2960/3251] learning_rate: 0.195192 loss_vfl: 0.877108 loss_bbox: 0.307048 loss_dfl: 0.190784 loss: 1.414330 eta: 7 days, 8:08:23 batch_cost: 2.1063 data_cost: 0.0010 ips: 13.2938 images/s [11/12 10:17:19] ppdet.engine INFO: Epoch: [9] [2980/3251] learning_rate: 0.195186 loss_vfl: 0.859888 loss_bbox: 0.278927 loss_dfl: 0.176618 loss: 1.312033 eta: 7 days, 8:07:53 batch_cost: 2.2380 data_cost: 0.0011 ips: 12.5111 images/s [11/12 10:18:06] ppdet.engine INFO: Epoch: [9] [3000/3251] learning_rate: 0.195180 loss_vfl: 0.858340 loss_bbox: 0.286895 loss_dfl: 0.188562 loss: 1.321405 eta: 7 days, 8:07:18 batch_cost: 2.2065 data_cost: 0.0010 ips: 12.6900 images/s [11/12 10:18:52] ppdet.engine INFO: Epoch: [9] [3020/3251] learning_rate: 0.195174 loss_vfl: 0.855164 loss_bbox: 0.283229 loss_dfl: 0.182282 loss: 1.338088 eta: 7 days, 8:06:27 batch_cost: 2.1233 data_cost: 0.0009 ips: 13.1869 images/s [11/12 10:19:36] ppdet.engine INFO: Epoch: [9] [3040/3251] learning_rate: 0.195168 loss_vfl: 0.866604 loss_bbox: 0.288939 loss_dfl: 0.180313 loss: 1.323555 eta: 7 days, 8:05:30 batch_cost: 2.0894 data_cost: 0.0011 ips: 13.4011 images/s [11/12 10:20:21] ppdet.engine INFO: Epoch: [9] [3060/3251] learning_rate: 0.195163 loss_vfl: 0.854838 loss_bbox: 0.349073 loss_dfl: 0.209180 loss: 1.382974 eta: 7 days, 8:04:38 batch_cost: 2.1179 data_cost: 0.0009 ips: 13.2205 images/s [11/12 10:21:05] ppdet.engine INFO: Epoch: [9] [3080/3251] learning_rate: 0.195157 loss_vfl: 0.849358 loss_bbox: 0.321314 loss_dfl: 0.198899 loss: 1.385534 eta: 7 days, 8:03:49 batch_cost: 2.1370 data_cost: 0.0012 ips: 13.1022 images/s [11/12 10:21:53] ppdet.engine INFO: Epoch: [9] [3100/3251] learning_rate: 0.195151 loss_vfl: 0.869123 loss_bbox: 0.323129 loss_dfl: 0.204373 loss: 1.381175 eta: 7 days, 8:03:18 batch_cost: 2.2314 data_cost: 0.0011 ips: 12.5482 images/s [11/12 10:22:40] ppdet.engine INFO: Epoch: [9] [3120/3251] learning_rate: 0.195145 loss_vfl: 0.845758 loss_bbox: 0.306443 loss_dfl: 0.196508 loss: 1.332123 eta: 7 days, 8:02:57 batch_cost: 2.2869 data_cost: 0.0010 ips: 12.2437 images/s [11/12 10:23:24] ppdet.engine INFO: Epoch: [9] [3140/3251] learning_rate: 0.195139 loss_vfl: 0.854183 loss_bbox: 0.309415 loss_dfl: 0.193584 loss: 1.357691 eta: 7 days, 8:01:54 batch_cost: 2.0594 data_cost: 0.0011 ips: 13.5963 images/s [11/12 10:24:09] ppdet.engine INFO: Epoch: [9] [3160/3251] learning_rate: 0.195133 loss_vfl: 0.838207 loss_bbox: 0.295488 loss_dfl: 0.182004 loss: 1.317940 eta: 7 days, 8:00:57 batch_cost: 2.0860 data_cost: 0.0009 ips: 13.4231 images/s [11/12 10:24:55] ppdet.engine INFO: Epoch: [9] [3180/3251] learning_rate: 0.195127 loss_vfl: 0.854261 loss_bbox: 0.307540 loss_dfl: 0.196746 loss: 1.387218 eta: 7 days, 8:00:20 batch_cost: 2.1984 data_cost: 0.0012 ips: 12.7367 images/s [11/12 10:25:40] ppdet.engine INFO: Epoch: [9] [3200/3251] learning_rate: 0.195121 loss_vfl: 0.856052 loss_bbox: 0.298381 loss_dfl: 0.195001 loss: 1.386014 eta: 7 days, 7:59:25 batch_cost: 2.1028 data_cost: 0.0010 ips: 13.3154 images/s [11/12 10:26:27] ppdet.engine INFO: Epoch: [9] [3220/3251] learning_rate: 0.195115 loss_vfl: 0.864430 loss_bbox: 0.314894 loss_dfl: 0.196566 loss: 1.385462 eta: 7 days, 7:58:45 batch_cost: 2.1843 data_cost: 0.0010 ips: 12.8186 images/s [11/12 10:27:10] ppdet.engine INFO: Epoch: [9] [3240/3251] learning_rate: 0.195109 loss_vfl: 0.845475 loss_bbox: 0.317100 loss_dfl: 0.190803 loss: 1.343197 eta: 7 days, 7:57:38 batch_cost: 2.0343 data_cost: 0.0017 ips: 13.7639 images/s [11/12 10:27:29] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_lcnet_2_5x_640_mainbody [11/12 10:27:30] ppdet.engine INFO: Eval iter: 0 [11/12 10:28:17] ppdet.engine INFO: Eval iter: 100 [11/12 10:28:43] ppdet.engine INFO: Eval iter: 200 [11/12 10:29:09] ppdet.engine INFO: Eval iter: 300 [11/12 10:29:35] ppdet.engine INFO: Eval iter: 400 [11/12 10:30:03] ppdet.engine INFO: Eval iter: 500 [11/12 10:30:31] ppdet.engine INFO: Eval iter: 600 [11/12 10:30:57] ppdet.engine INFO: Eval iter: 700 [11/12 10:31:23] ppdet.engine INFO: Eval iter: 800 [11/12 10:31:50] ppdet.engine INFO: Eval iter: 900 [11/12 10:32:16] ppdet.engine INFO: Eval iter: 1000 [11/12 10:32:41] ppdet.engine INFO: Eval iter: 1100 [11/12 10:33:07] ppdet.engine INFO: Eval iter: 1200 [11/12 10:33:32] ppdet.engine INFO: Eval iter: 1300 [11/12 10:33:58] ppdet.engine INFO: Eval iter: 1400 [11/12 10:34:24] ppdet.engine INFO: Eval iter: 1500 [11/12 10:34:50] ppdet.engine INFO: Eval iter: 1600 [11/12 10:35:16] ppdet.engine INFO: Eval iter: 1700 [11/12 10:35:43] ppdet.engine INFO: Eval iter: 1800 [11/12 10:36:09] ppdet.engine INFO: Eval iter: 1900 [11/12 10:36:36] ppdet.engine INFO: Eval iter: 2000 [11/12 10:37:03] ppdet.engine INFO: Eval iter: 2100 [11/12 10:37:30] ppdet.engine INFO: Eval iter: 2200 [11/12 10:37:57] ppdet.engine INFO: Eval iter: 2300 [11/12 10:38:57] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json. loading annotations into memory... Done (t=1.17s) creating index... index created! [11/12 10:38:58] ppdet.metrics.coco_utils INFO: Start evaluate... Loading and preparing results... DONE (t=17.35s) creating index... index created! Running per image evaluation... Evaluate annotation type *bbox* DONE (t=387.15s). Accumulating evaluation results... DONE (t=29.59s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.373 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.576 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.393 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.184 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.398 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.511 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.079 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.378 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.575 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.323 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.593 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.745 [11/12 10:46:15] ppdet.engine INFO: Total sample number: 19074, averge FPS: 29.210960513378094 [11/12 10:46:15] ppdet.engine INFO: Best test bbox ap is 0.373. [11/12 10:46:16] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_lcnet_2_5x_640_mainbody [11/12 10:46:17] ppdet.engine INFO: Epoch: [10] [ 0/3251] learning_rate: 0.195106 loss_vfl: 0.855899 loss_bbox: 0.307138 loss_dfl: 0.183849 loss: 1.349747 eta: 7 days, 7:55:07 batch_cost: 1.3489 data_cost: 0.0015 ips: 20.7576 images/s [11/12 10:47:05] ppdet.engine INFO: Epoch: [10] [ 20/3251] learning_rate: 0.195100 loss_vfl: 0.848019 loss_bbox: 0.338565 loss_dfl: 0.212542 loss: 1.411598 eta: 7 days, 7:54:30 batch_cost: 2.2001 data_cost: 0.0012 ips: 12.7269 images/s [11/12 10:47:53] ppdet.engine INFO: Epoch: [10] [ 40/3251] learning_rate: 0.195094 loss_vfl: 0.849196 loss_bbox: 0.277014 loss_dfl: 0.178658 loss: 1.318812 eta: 7 days, 7:54:06 batch_cost: 2.2664 data_cost: 0.0012 ips: 12.3543 images/s [11/12 10:48:39] ppdet.engine INFO: Epoch: [10] [ 60/3251] learning_rate: 0.195088 loss_vfl: 0.868692 loss_bbox: 0.348615 loss_dfl: 0.211878 loss: 1.426296 eta: 7 days, 7:53:25 batch_cost: 2.1796 data_cost: 0.0016 ips: 12.8463 images/s [11/12 10:49:23] ppdet.engine INFO: Epoch: [10] [ 80/3251] learning_rate: 0.195082 loss_vfl: 0.855545 loss_bbox: 0.309297 loss_dfl: 0.203068 loss: 1.370352 eta: 7 days, 7:52:32 batch_cost: 2.1092 data_cost: 0.0010 ips: 13.2753 images/s [11/12 10:50:09] ppdet.engine INFO: Epoch: [10] [ 100/3251] learning_rate: 0.195076 loss_vfl: 0.857286 loss_bbox: 0.294780 loss_dfl: 0.194375 loss: 1.302169 eta: 7 days, 7:51:43 batch_cost: 2.1371 data_cost: 0.0012 ips: 13.1018 images/s [11/12 10:50:56] ppdet.engine INFO: Epoch: [10] [ 120/3251] learning_rate: 0.195070 loss_vfl: 0.872815 loss_bbox: 0.324116 loss_dfl: 0.200539 loss: 1.375150 eta: 7 days, 7:50:59 batch_cost: 2.1598 data_cost: 0.0011 ips: 12.9644 images/s [11/12 10:51:41] ppdet.engine INFO: Epoch: [10] [ 140/3251] learning_rate: 0.195064 loss_vfl: 0.852455 loss_bbox: 0.313161 loss_dfl: 0.204339 loss: 1.367858 eta: 7 days, 7:50:04 batch_cost: 2.0979 data_cost: 0.0010 ips: 13.3466 images/s [11/12 10:52:29] ppdet.engine INFO: Epoch: [10] [ 160/3251] learning_rate: 0.195058 loss_vfl: 0.850219 loss_bbox: 0.314993 loss_dfl: 0.199480 loss: 1.361036 eta: 7 days, 7:49:43 batch_cost: 2.2872 data_cost: 0.0010 ips: 12.2420 images/s [11/12 10:53:16] ppdet.engine INFO: Epoch: [10] [ 180/3251] learning_rate: 0.195052 loss_vfl: 0.857296 loss_bbox: 0.310898 loss_dfl: 0.194578 loss: 1.359955 eta: 7 days, 7:49:06 batch_cost: 2.1998 data_cost: 0.0010 ips: 12.7286 images/s [11/12 10:54:00] ppdet.engine INFO: Epoch: [10] [ 200/3251] learning_rate: 0.195046 loss_vfl: 0.864205 loss_bbox: 0.264963 loss_dfl: 0.180257 loss: 1.309847 eta: 7 days, 7:47:55 batch_cost: 2.0119 data_cost: 0.0010 ips: 13.9173 images/s [11/12 10:54:44] ppdet.engine INFO: Epoch: [10] [ 220/3251] learning_rate: 0.195040 loss_vfl: 0.859533 loss_bbox: 0.319471 loss_dfl: 0.195941 loss: 1.358648 eta: 7 days, 7:46:54 batch_cost: 2.0659 data_cost: 0.0010 ips: 13.5534 images/s [11/12 10:55:29] ppdet.engine INFO: Epoch: [10] [ 240/3251] learning_rate: 0.195034 loss_vfl: 0.831289 loss_bbox: 0.310835 loss_dfl: 0.187308 loss: 1.317062 eta: 7 days, 7:46:00 batch_cost: 2.1037 data_cost: 0.0010 ips: 13.3099 images/s [11/12 10:56:16] ppdet.engine INFO: Epoch: [10] [ 260/3251] learning_rate: 0.195028 loss_vfl: 0.839605 loss_bbox: 0.277612 loss_dfl: 0.178443 loss: 1.344020 eta: 7 days, 7:45:29 batch_cost: 2.2345 data_cost: 0.0010 ips: 12.5306 images/s [11/12 10:57:05] ppdet.engine INFO: Epoch: [10] [ 280/3251] learning_rate: 0.195022 loss_vfl: 0.832155 loss_bbox: 0.290237 loss_dfl: 0.181563 loss: 1.313101 eta: 7 days, 7:45:10 batch_cost: 2.2977 data_cost: 0.0010 ips: 12.1860 images/s [11/12 10:57:51] ppdet.engine INFO: Epoch: [10] [ 300/3251] learning_rate: 0.195016 loss_vfl: 0.834164 loss_bbox: 0.307326 loss_dfl: 0.191595 loss: 1.311705 eta: 7 days, 7:44:30 batch_cost: 2.1826 data_cost: 0.0009 ips: 12.8288 images/s [11/12 10:58:39] ppdet.engine INFO: Epoch: [10] [ 320/3251] learning_rate: 0.195010 loss_vfl: 0.828715 loss_bbox: 0.286949 loss_dfl: 0.190095 loss: 1.328176 eta: 7 days, 7:43:49 batch_cost: 2.1801 data_cost: 0.0010 ips: 12.8434 images/s [11/12 10:59:25] ppdet.engine INFO: Epoch: [10] [ 340/3251] learning_rate: 0.195004 loss_vfl: 0.851830 loss_bbox: 0.304743 loss_dfl: 0.188599 loss: 1.347982 eta: 7 days, 7:43:12 batch_cost: 2.1996 data_cost: 0.0010 ips: 12.7296 images/s [11/12 11:00:10] ppdet.engine INFO: Epoch: [10] [ 360/3251] learning_rate: 0.194998 loss_vfl: 0.848171 loss_bbox: 0.323043 loss_dfl: 0.199558 loss: 1.380106 eta: 7 days, 7:42:10 batch_cost: 2.0568 data_cost: 0.0010 ips: 13.6133 images/s [11/12 11:00:57] ppdet.engine INFO: Epoch: [10] [ 380/3251] learning_rate: 0.194992 loss_vfl: 0.846597 loss_bbox: 0.296406 loss_dfl: 0.189440 loss: 1.339553 eta: 7 days, 7:41:36 batch_cost: 2.2171 data_cost: 0.0010 ips: 12.6294 images/s [11/12 11:01:44] ppdet.engine INFO: Epoch: [10] [ 400/3251] learning_rate: 0.194985 loss_vfl: 0.851549 loss_bbox: 0.310602 loss_dfl: 0.194990 loss: 1.380264 eta: 7 days, 7:41:09 batch_cost: 2.2549 data_cost: 0.0011 ips: 12.4174 images/s [11/12 11:02:30] ppdet.engine INFO: Epoch: [10] [ 420/3251] learning_rate: 0.194979 loss_vfl: 0.849979 loss_bbox: 0.303034 loss_dfl: 0.191394 loss: 1.370747 eta: 7 days, 7:40:27 batch_cost: 2.1743 data_cost: 0.0010 ips: 12.8776 images/s [11/12 11:03:15] ppdet.engine INFO: Epoch: [10] [ 440/3251] learning_rate: 0.194973 loss_vfl: 0.852425 loss_bbox: 0.289454 loss_dfl: 0.190510 loss: 1.339959 eta: 7 days, 7:39:23 batch_cost: 2.0479 data_cost: 0.0010 ips: 13.6725 images/s [11/12 11:04:00] ppdet.engine INFO: Epoch: [10] [ 460/3251] learning_rate: 0.194967 loss_vfl: 0.864558 loss_bbox: 0.317222 loss_dfl: 0.201083 loss: 1.376475 eta: 7 days, 7:38:29 batch_cost: 2.1032 data_cost: 0.0010 ips: 13.3128 images/s [11/12 11:04:47] ppdet.engine INFO: Epoch: [10] [ 480/3251] learning_rate: 0.194961 loss_vfl: 0.837753 loss_bbox: 0.261611 loss_dfl: 0.184211 loss: 1.262853 eta: 7 days, 7:38:02 batch_cost: 2.2573 data_cost: 0.0011 ips: 12.4043 images/s [11/12 11:05:34] ppdet.engine INFO: Epoch: [10] [ 500/3251] learning_rate: 0.194955 loss_vfl: 0.834763 loss_bbox: 0.341923 loss_dfl: 0.219787 loss: 1.434101 eta: 7 days, 7:37:32 batch_cost: 2.2420 data_cost: 0.0009 ips: 12.4891 images/s [11/12 11:06:19] ppdet.engine INFO: Epoch: [10] [ 520/3251] learning_rate: 0.194949 loss_vfl: 0.848606 loss_bbox: 0.308395 loss_dfl: 0.200557 loss: 1.362118 eta: 7 days, 7:36:54 batch_cost: 2.1942 data_cost: 0.0010 ips: 12.7611 images/s [11/12 11:07:05] ppdet.engine INFO: Epoch: [10] [ 540/3251] learning_rate: 0.194943 loss_vfl: 0.822947 loss_bbox: 0.309127 loss_dfl: 0.201626 loss: 1.330175 eta: 7 days, 7:36:11 batch_cost: 2.1618 data_cost: 0.0011 ips: 12.9521 images/s [11/12 11:07:51] ppdet.engine INFO: Epoch: [10] [ 560/3251] learning_rate: 0.194937 loss_vfl: 0.855614 loss_bbox: 0.308513 loss_dfl: 0.196182 loss: 1.338224 eta: 7 days, 7:35:30 batch_cost: 2.1801 data_cost: 0.0010 ips: 12.8434 images/s [11/12 11:08:36] ppdet.engine INFO: Epoch: [10] [ 580/3251] learning_rate: 0.194931 loss_vfl: 0.865668 loss_bbox: 0.313210 loss_dfl: 0.186361 loss: 1.354438 eta: 7 days, 7:34:35 batch_cost: 2.0972 data_cost: 0.0009 ips: 13.3509 images/s [11/12 11:09:22] ppdet.engine INFO: Epoch: [10] [ 600/3251] learning_rate: 0.194925 loss_vfl: 0.836737 loss_bbox: 0.285658 loss_dfl: 0.195321 loss: 1.322423 eta: 7 days, 7:33:42 batch_cost: 2.1123 data_cost: 0.0010 ips: 13.2555 images/s [11/12 11:10:08] ppdet.engine INFO: Epoch: [10] [ 620/3251] learning_rate: 0.194919 loss_vfl: 0.838229 loss_bbox: 0.321138 loss_dfl: 0.208468 loss: 1.376439 eta: 7 days, 7:32:52 batch_cost: 2.1217 data_cost: 0.0010 ips: 13.1970 images/s [11/12 11:10:55] ppdet.engine INFO: Epoch: [10] [ 640/3251] learning_rate: 0.194913 loss_vfl: 0.843156 loss_bbox: 0.296245 loss_dfl: 0.184534 loss: 1.297123 eta: 7 days, 7:32:10 batch_cost: 2.1726 data_cost: 0.0010 ips: 12.8879 images/s [11/12 11:11:42] ppdet.engine INFO: Epoch: [10] [ 660/3251] learning_rate: 0.194907 loss_vfl: 0.839668 loss_bbox: 0.280107 loss_dfl: 0.179060 loss: 1.311922 eta: 7 days, 7:31:44 batch_cost: 2.2633 data_cost: 0.0011 ips: 12.3713 images/s [11/12 11:12:30] ppdet.engine INFO: Epoch: [10] [ 680/3251] learning_rate: 0.194901 loss_vfl: 0.863397 loss_bbox: 0.281207 loss_dfl: 0.177750 loss: 1.318649 eta: 7 days, 7:31:12 batch_cost: 2.2328 data_cost: 0.0009 ips: 12.5403 images/s [11/12 11:13:17] ppdet.engine INFO: Epoch: [10] [ 700/3251] learning_rate: 0.194894 loss_vfl: 0.820443 loss_bbox: 0.279215 loss_dfl: 0.195749 loss: 1.327340 eta: 7 days, 7:30:51 batch_cost: 2.2898 data_cost: 0.0009 ips: 12.2283 images/s [11/12 11:14:03] ppdet.engine INFO: Epoch: [10] [ 720/3251] learning_rate: 0.194888 loss_vfl: 0.875137 loss_bbox: 0.304866 loss_dfl: 0.200257 loss: 1.365209 eta: 7 days, 7:30:15 batch_cost: 2.2044 data_cost: 0.0017 ips: 12.7020 images/s [11/12 11:14:49] ppdet.engine INFO: Epoch: [10] [ 740/3251] learning_rate: 0.194882 loss_vfl: 0.852859 loss_bbox: 0.311288 loss_dfl: 0.210791 loss: 1.373268 eta: 7 days, 7:29:33 batch_cost: 2.1717 data_cost: 0.0011 ips: 12.8932 images/s [11/12 11:15:35] ppdet.engine INFO: Epoch: [10] [ 760/3251] learning_rate: 0.194876 loss_vfl: 0.816685 loss_bbox: 0.292545 loss_dfl: 0.181081 loss: 1.321815 eta: 7 days, 7:28:51 batch_cost: 2.1725 data_cost: 0.0015 ips: 12.8882 images/s [11/12 11:16:22] ppdet.engine INFO: Epoch: [10] [ 780/3251] learning_rate: 0.194870 loss_vfl: 0.864338 loss_bbox: 0.310606 loss_dfl: 0.193358 loss: 1.372329 eta: 7 days, 7:28:13 batch_cost: 2.1960 data_cost: 0.0010 ips: 12.7503 images/s [11/12 11:17:09] ppdet.engine INFO: Epoch: [10] [ 800/3251] learning_rate: 0.194864 loss_vfl: 0.835830 loss_bbox: 0.298804 loss_dfl: 0.193663 loss: 1.330976 eta: 7 days, 7:27:36 batch_cost: 2.1977 data_cost: 0.0015 ips: 12.7405 images/s [11/12 11:17:55] ppdet.engine INFO: Epoch: [10] [ 820/3251] learning_rate: 0.194858 loss_vfl: 0.844804 loss_bbox: 0.327758 loss_dfl: 0.206577 loss: 1.380219 eta: 7 days, 7:26:51 batch_cost: 2.1552 data_cost: 0.0011 ips: 12.9921 images/s [11/12 11:18:41] ppdet.engine INFO: Epoch: [10] [ 840/3251] learning_rate: 0.194852 loss_vfl: 0.841291 loss_bbox: 0.308122 loss_dfl: 0.193536 loss: 1.355328 eta: 7 days, 7:26:03 batch_cost: 2.1398 data_cost: 0.0011 ips: 13.0852 images/s [11/12 11:19:25] ppdet.engine INFO: Epoch: [10] [ 860/3251] learning_rate: 0.194846 loss_vfl: 0.866932 loss_bbox: 0.263397 loss_dfl: 0.179115 loss: 1.310989 eta: 7 days, 7:25:11 batch_cost: 2.1144 data_cost: 0.0010 ips: 13.2424 images/s [11/12 11:20:09] ppdet.engine INFO: Epoch: [10] [ 880/3251] learning_rate: 0.194839 loss_vfl: 0.825661 loss_bbox: 0.282364 loss_dfl: 0.191621 loss: 1.311505 eta: 7 days, 7:23:58 batch_cost: 1.9983 data_cost: 0.0010 ips: 14.0120 images/s [11/12 11:20:56] ppdet.engine INFO: Epoch: [10] [ 900/3251] learning_rate: 0.194833 loss_vfl: 0.861859 loss_bbox: 0.302721 loss_dfl: 0.190709 loss: 1.340386 eta: 7 days, 7:23:18 batch_cost: 2.1799 data_cost: 0.0011 ips: 12.8448 images/s [11/12 11:21:42] ppdet.engine INFO: Epoch: [10] [ 920/3251] learning_rate: 0.194827 loss_vfl: 0.869891 loss_bbox: 0.339000 loss_dfl: 0.213127 loss: 1.411333 eta: 7 days, 7:22:29 batch_cost: 2.1341 data_cost: 0.0010 ips: 13.1204 images/s [11/12 11:22:28] ppdet.engine INFO: Epoch: [10] [ 940/3251] learning_rate: 0.194821 loss_vfl: 0.828928 loss_bbox: 0.324514 loss_dfl: 0.204838 loss: 1.415627 eta: 7 days, 7:21:50 batch_cost: 2.1885 data_cost: 0.0015 ips: 12.7939 images/s [11/12 11:23:15] ppdet.engine INFO: Epoch: [10] [ 960/3251] learning_rate: 0.194815 loss_vfl: 0.859653 loss_bbox: 0.309850 loss_dfl: 0.197722 loss: 1.381229 eta: 7 days, 7:21:17 batch_cost: 2.2230 data_cost: 0.0011 ips: 12.5956 images/s [11/12 11:24:02] ppdet.engine INFO: Epoch: [10] [ 980/3251] learning_rate: 0.194809 loss_vfl: 0.843533 loss_bbox: 0.306377 loss_dfl: 0.185140 loss: 1.359092 eta: 7 days, 7:20:37 batch_cost: 2.1818 data_cost: 0.0015 ips: 12.8336 images/s [11/12 11:24:48] ppdet.engine INFO: Epoch: [10] [1000/3251] learning_rate: 0.194803 loss_vfl: 0.830509 loss_bbox: 0.332698 loss_dfl: 0.211220 loss: 1.378667 eta: 7 days, 7:19:56 batch_cost: 2.1776 data_cost: 0.0013 ips: 12.8585 images/s [11/12 11:25:33] ppdet.engine INFO: Epoch: [10] [1020/3251] learning_rate: 0.194796 loss_vfl: 0.840589 loss_bbox: 0.307754 loss_dfl: 0.199385 loss: 1.372831 eta: 7 days, 7:19:09 batch_cost: 2.1474 data_cost: 0.0010 ips: 13.0389 images/s [11/12 11:26:19] ppdet.engine INFO: Epoch: [10] [1040/3251] learning_rate: 0.194790 loss_vfl: 0.847983 loss_bbox: 0.294557 loss_dfl: 0.195782 loss: 1.340790 eta: 7 days, 7:18:26 batch_cost: 2.1670 data_cost: 0.0010 ips: 12.9214 images/s [11/12 11:27:05] ppdet.engine INFO: Epoch: [10] [1060/3251] learning_rate: 0.194784 loss_vfl: 0.857099 loss_bbox: 0.278393 loss_dfl: 0.177949 loss: 1.315350 eta: 7 days, 7:17:36 batch_cost: 2.1254 data_cost: 0.0010 ips: 13.1738 images/s [11/12 11:27:49] ppdet.engine INFO: Epoch: [10] [1080/3251] learning_rate: 0.194778 loss_vfl: 0.852535 loss_bbox: 0.310137 loss_dfl: 0.199338 loss: 1.349132 eta: 7 days, 7:16:41 batch_cost: 2.0936 data_cost: 0.0009 ips: 13.3739 images/s [11/12 11:28:35] ppdet.engine INFO: Epoch: [10] [1100/3251] learning_rate: 0.194772 loss_vfl: 0.854005 loss_bbox: 0.283896 loss_dfl: 0.187125 loss: 1.318927 eta: 7 days, 7:16:09 batch_cost: 2.2314 data_cost: 0.0011 ips: 12.5482 images/s [11/12 11:29:19] ppdet.engine INFO: Epoch: [10] [1120/3251] learning_rate: 0.194766 loss_vfl: 0.847517 loss_bbox: 0.306547 loss_dfl: 0.203336 loss: 1.361651 eta: 7 days, 7:15:11 batch_cost: 2.0782 data_cost: 0.0009 ips: 13.4734 images/s [11/12 11:30:06] ppdet.engine INFO: Epoch: [10] [1140/3251] learning_rate: 0.194759 loss_vfl: 0.863161 loss_bbox: 0.275289 loss_dfl: 0.176788 loss: 1.302843 eta: 7 days, 7:14:35 batch_cost: 2.2080 data_cost: 0.0010 ips: 12.6813 images/s [11/12 11:30:50] ppdet.engine INFO: Epoch: [10] [1160/3251] learning_rate: 0.194753 loss_vfl: 0.846282 loss_bbox: 0.304744 loss_dfl: 0.184423 loss: 1.314408 eta: 7 days, 7:13:22 batch_cost: 1.9957 data_cost: 0.0011 ips: 14.0305 images/s [11/12 11:31:34] ppdet.engine INFO: Epoch: [10] [1180/3251] learning_rate: 0.194747 loss_vfl: 0.847499 loss_bbox: 0.297173 loss_dfl: 0.195686 loss: 1.346579 eta: 7 days, 7:12:28 batch_cost: 2.0988 data_cost: 0.0010 ips: 13.3406 images/s [11/12 11:32:21] ppdet.engine INFO: Epoch: [10] [1200/3251] learning_rate: 0.194741 loss_vfl: 0.843904 loss_bbox: 0.300579 loss_dfl: 0.187335 loss: 1.318776 eta: 7 days, 7:11:42 batch_cost: 2.1527 data_cost: 0.0010 ips: 13.0069 images/s [11/12 11:33:05] ppdet.engine INFO: Epoch: [10] [1220/3251] learning_rate: 0.194735 loss_vfl: 0.848338 loss_bbox: 0.308357 loss_dfl: 0.205433 loss: 1.399548 eta: 7 days, 7:10:38 batch_cost: 2.0452 data_cost: 0.0010 ips: 13.6909 images/s [11/12 11:33:51] ppdet.engine INFO: Epoch: [10] [1240/3251] learning_rate: 0.194729 loss_vfl: 0.851497 loss_bbox: 0.291322 loss_dfl: 0.183701 loss: 1.342441 eta: 7 days, 7:09:50 batch_cost: 2.1339 data_cost: 0.0010 ips: 13.1217 images/s [11/12 11:34:35] ppdet.engine INFO: Epoch: [10] [1260/3251] learning_rate: 0.194722 loss_vfl: 0.859674 loss_bbox: 0.294963 loss_dfl: 0.187967 loss: 1.326800 eta: 7 days, 7:08:38 batch_cost: 1.9990 data_cost: 0.0010 ips: 14.0069 images/s [11/12 11:35:20] ppdet.engine INFO: Epoch: [10] [1280/3251] learning_rate: 0.194716 loss_vfl: 0.853878 loss_bbox: 0.310224 loss_dfl: 0.200801 loss: 1.353473 eta: 7 days, 7:07:51 batch_cost: 2.1409 data_cost: 0.0016 ips: 13.0786 images/s [11/12 11:36:09] ppdet.engine INFO: Epoch: [10] [1300/3251] learning_rate: 0.194710 loss_vfl: 0.820362 loss_bbox: 0.320521 loss_dfl: 0.190819 loss: 1.340081 eta: 7 days, 7:07:38 batch_cost: 2.3440 data_cost: 0.0014 ips: 11.9454 images/s [11/12 11:36:57] ppdet.engine INFO: Epoch: [10] [1320/3251] learning_rate: 0.194704 loss_vfl: 0.839066 loss_bbox: 0.333551 loss_dfl: 0.206539 loss: 1.389507 eta: 7 days, 7:07:10 batch_cost: 2.2524 data_cost: 0.0010 ips: 12.4312 images/s [11/12 11:37:42] ppdet.engine INFO: Epoch: [10] [1340/3251] learning_rate: 0.194698 loss_vfl: 0.845485 loss_bbox: 0.307750 loss_dfl: 0.197520 loss: 1.335528 eta: 7 days, 7:06:17 batch_cost: 2.1065 data_cost: 0.0011 ips: 13.2920 images/s [11/12 11:38:29] ppdet.engine INFO: Epoch: [10] [1360/3251] learning_rate: 0.194691 loss_vfl: 0.865511 loss_bbox: 0.310558 loss_dfl: 0.193281 loss: 1.366792 eta: 7 days, 7:05:41 batch_cost: 2.2088 data_cost: 0.0010 ips: 12.6764 images/s [11/12 11:39:13] ppdet.engine INFO: Epoch: [10] [1380/3251] learning_rate: 0.194685 loss_vfl: 0.853161 loss_bbox: 0.336745 loss_dfl: 0.210018 loss: 1.407799 eta: 7 days, 7:04:57 batch_cost: 2.1552 data_cost: 0.0010 ips: 12.9921 images/s [11/12 11:39:59] ppdet.engine INFO: Epoch: [10] [1400/3251] learning_rate: 0.194679 loss_vfl: 0.836785 loss_bbox: 0.297151 loss_dfl: 0.193416 loss: 1.328499 eta: 7 days, 7:04:06 batch_cost: 2.1247 data_cost: 0.0010 ips: 13.1782 images/s [11/12 11:40:45] ppdet.engine INFO: Epoch: [10] [1420/3251] learning_rate: 0.194673 loss_vfl: 0.865127 loss_bbox: 0.346285 loss_dfl: 0.210629 loss: 1.413177 eta: 7 days, 7:03:26 batch_cost: 2.1812 data_cost: 0.0009 ips: 12.8370 images/s [11/12 11:41:33] ppdet.engine INFO: Epoch: [10] [1440/3251] learning_rate: 0.194666 loss_vfl: 0.832121 loss_bbox: 0.314325 loss_dfl: 0.196487 loss: 1.361511 eta: 7 days, 7:02:59 batch_cost: 2.2605 data_cost: 0.0010 ips: 12.3864 images/s [11/12 11:42:19] ppdet.engine INFO: Epoch: [10] [1460/3251] learning_rate: 0.194660 loss_vfl: 0.847036 loss_bbox: 0.342136 loss_dfl: 0.209775 loss: 1.376454 eta: 7 days, 7:02:21 batch_cost: 2.1917 data_cost: 0.0011 ips: 12.7756 images/s [11/12 11:43:04] ppdet.engine INFO: Epoch: [10] [1480/3251] learning_rate: 0.194654 loss_vfl: 0.852683 loss_bbox: 0.299212 loss_dfl: 0.191485 loss: 1.346640 eta: 7 days, 7:01:34 batch_cost: 2.1430 data_cost: 0.0010 ips: 13.0656 images/s [11/12 11:43:50] ppdet.engine INFO: Epoch: [10] [1500/3251] learning_rate: 0.194648 loss_vfl: 0.843206 loss_bbox: 0.290871 loss_dfl: 0.187885 loss: 1.311056 eta: 7 days, 7:00:57 batch_cost: 2.2043 data_cost: 0.0009 ips: 12.7024 images/s [11/12 11:44:34] ppdet.engine INFO: Epoch: [10] [1520/3251] learning_rate: 0.194642 loss_vfl: 0.835936 loss_bbox: 0.282034 loss_dfl: 0.189521 loss: 1.304866 eta: 7 days, 6:59:53 batch_cost: 2.0422 data_cost: 0.0010 ips: 13.7108 images/s [11/12 11:45:20] ppdet.engine INFO: Epoch: [10] [1540/3251] learning_rate: 0.194635 loss_vfl: 0.857727 loss_bbox: 0.287573 loss_dfl: 0.193135 loss: 1.330716 eta: 7 days, 6:59:08 batch_cost: 2.1550 data_cost: 0.0010 ips: 12.9933 images/s [11/12 11:46:05] ppdet.engine INFO: Epoch: [10] [1560/3251] learning_rate: 0.194629 loss_vfl: 0.855675 loss_bbox: 0.312533 loss_dfl: 0.198423 loss: 1.383357 eta: 7 days, 6:58:21 batch_cost: 2.1413 data_cost: 0.0009 ips: 13.0764 images/s [11/12 11:46:51] ppdet.engine INFO: Epoch: [10] [1580/3251] learning_rate: 0.194623 loss_vfl: 0.874781 loss_bbox: 0.294203 loss_dfl: 0.190411 loss: 1.362309 eta: 7 days, 6:57:33 batch_cost: 2.1356 data_cost: 0.0011 ips: 13.1113 images/s [11/12 11:47:37] ppdet.engine INFO: Epoch: [10] [1600/3251] learning_rate: 0.194617 loss_vfl: 0.845676 loss_bbox: 0.301437 loss_dfl: 0.202812 loss: 1.347841 eta: 7 days, 6:56:44 batch_cost: 2.1318 data_cost: 0.0009 ips: 13.1342 images/s [11/12 11:48:24] ppdet.engine INFO: Epoch: [10] [1620/3251] learning_rate: 0.194610 loss_vfl: 0.854621 loss_bbox: 0.272041 loss_dfl: 0.177175 loss: 1.331548 eta: 7 days, 6:56:16 batch_cost: 2.2544 data_cost: 0.0009 ips: 12.4203 images/s [11/12 11:49:08] ppdet.engine INFO: Epoch: [10] [1640/3251] learning_rate: 0.194604 loss_vfl: 0.832241 loss_bbox: 0.301003 loss_dfl: 0.190666 loss: 1.324094 eta: 7 days, 6:55:28 batch_cost: 2.1380 data_cost: 0.0011 ips: 13.0961 images/s [11/12 11:49:54] ppdet.engine INFO: Epoch: [10] [1660/3251] learning_rate: 0.194598 loss_vfl: 0.844364 loss_bbox: 0.321167 loss_dfl: 0.210677 loss: 1.381752 eta: 7 days, 6:54:39 batch_cost: 2.1288 data_cost: 0.0010 ips: 13.1531 images/s [11/12 11:50:39] ppdet.engine INFO: Epoch: [10] [1680/3251] learning_rate: 0.194591 loss_vfl: 0.831508 loss_bbox: 0.274255 loss_dfl: 0.184361 loss: 1.322682 eta: 7 days, 6:53:47 batch_cost: 2.1143 data_cost: 0.0011 ips: 13.2429 images/s [11/12 11:51:25] ppdet.engine INFO: Epoch: [10] [1700/3251] learning_rate: 0.194585 loss_vfl: 0.852949 loss_bbox: 0.354322 loss_dfl: 0.208457 loss: 1.408425 eta: 7 days, 6:53:10 batch_cost: 2.2041 data_cost: 0.0010 ips: 12.7038 images/s [11/12 11:52:11] ppdet.engine INFO: Epoch: [10] [1720/3251] learning_rate: 0.194579 loss_vfl: 0.834187 loss_bbox: 0.305446 loss_dfl: 0.198836 loss: 1.374033 eta: 7 days, 6:52:30 batch_cost: 2.1794 data_cost: 0.0010 ips: 12.8473 images/s [11/12 11:52:57] ppdet.engine INFO: Epoch: [10] [1740/3251] learning_rate: 0.194573 loss_vfl: 0.853064 loss_bbox: 0.298179 loss_dfl: 0.195149 loss: 1.354036 eta: 7 days, 6:51:50 batch_cost: 2.1866 data_cost: 0.0015 ips: 12.8055 images/s [11/12 11:53:42] ppdet.engine INFO: Epoch: [10] [1760/3251] learning_rate: 0.194566 loss_vfl: 0.846765 loss_bbox: 0.303826 loss_dfl: 0.207580 loss: 1.364182 eta: 7 days, 6:50:57 batch_cost: 2.1083 data_cost: 0.0010 ips: 13.2810 images/s [11/12 11:54:30] ppdet.engine INFO: Epoch: [10] [1780/3251] learning_rate: 0.194560 loss_vfl: 0.839184 loss_bbox: 0.331016 loss_dfl: 0.200050 loss: 1.379877 eta: 7 days, 6:50:26 batch_cost: 2.2357 data_cost: 0.0010 ips: 12.5240 images/s [11/12 11:55:15] ppdet.engine INFO: Epoch: [10] [1800/3251] learning_rate: 0.194554 loss_vfl: 0.832292 loss_bbox: 0.311743 loss_dfl: 0.196029 loss: 1.354115 eta: 7 days, 6:49:33 batch_cost: 2.1049 data_cost: 0.0022 ips: 13.3022 images/s [11/12 11:56:00] ppdet.engine INFO: Epoch: [10] [1820/3251] learning_rate: 0.194547 loss_vfl: 0.839041 loss_bbox: 0.297164 loss_dfl: 0.192428 loss: 1.329631 eta: 7 days, 6:48:51 batch_cost: 2.1738 data_cost: 0.0011 ips: 12.8809 images/s [11/12 11:56:47] ppdet.engine INFO: Epoch: [10] [1840/3251] learning_rate: 0.194541 loss_vfl: 0.839002 loss_bbox: 0.289924 loss_dfl: 0.193334 loss: 1.342369 eta: 7 days, 6:48:08 batch_cost: 2.1677 data_cost: 0.0009 ips: 12.9170 images/s [11/12 11:57:31] ppdet.engine INFO: Epoch: [10] [1860/3251] learning_rate: 0.194535 loss_vfl: 0.843243 loss_bbox: 0.316734 loss_dfl: 0.200487 loss: 1.391349 eta: 7 days, 6:47:13 batch_cost: 2.0936 data_cost: 0.0011 ips: 13.3743 images/s [11/12 11:58:17] ppdet.engine INFO: Epoch: [10] [1880/3251] learning_rate: 0.194529 loss_vfl: 0.868440 loss_bbox: 0.312380 loss_dfl: 0.194952 loss: 1.358366 eta: 7 days, 6:46:24 batch_cost: 2.1297 data_cost: 0.0010 ips: 13.1477 images/s [11/12 11:59:01] ppdet.engine INFO: Epoch: [10] [1900/3251] learning_rate: 0.194522 loss_vfl: 0.860199 loss_bbox: 0.304275 loss_dfl: 0.196428 loss: 1.371106 eta: 7 days, 6:45:29 batch_cost: 2.0948 data_cost: 0.0011 ips: 13.3665 images/s [11/12 11:59:44] ppdet.engine INFO: Epoch: [10] [1920/3251] learning_rate: 0.194516 loss_vfl: 0.865577 loss_bbox: 0.321564 loss_dfl: 0.203299 loss: 1.398168 eta: 7 days, 6:44:14 batch_cost: 1.9741 data_cost: 0.0011 ips: 14.1839 images/s [11/12 12:00:31] ppdet.engine INFO: Epoch: [10] [1940/3251] learning_rate: 0.194510 loss_vfl: 0.840652 loss_bbox: 0.324934 loss_dfl: 0.206616 loss: 1.386657 eta: 7 days, 6:43:35 batch_cost: 2.1908 data_cost: 0.0010 ips: 12.7806 images/s [11/12 12:01:17] ppdet.engine INFO: Epoch: [10] [1960/3251] learning_rate: 0.194503 loss_vfl: 0.851110 loss_bbox: 0.329072 loss_dfl: 0.202925 loss: 1.344921 eta: 7 days, 6:42:46 batch_cost: 2.1334 data_cost: 0.0010 ips: 13.1247 images/s [11/12 12:02:04] ppdet.engine INFO: Epoch: [10] [1980/3251] learning_rate: 0.194497 loss_vfl: 0.865760 loss_bbox: 0.306018 loss_dfl: 0.199053 loss: 1.375718 eta: 7 days, 6:42:24 batch_cost: 2.2916 data_cost: 0.0009 ips: 12.2185 images/s [11/12 12:02:51] ppdet.engine INFO: Epoch: [10] [2000/3251] learning_rate: 0.194491 loss_vfl: 0.870262 loss_bbox: 0.322989 loss_dfl: 0.198132 loss: 1.377196 eta: 7 days, 6:41:51 batch_cost: 2.2236 data_cost: 0.0009 ips: 12.5921 images/s [11/12 12:03:38] ppdet.engine INFO: Epoch: [10] [2020/3251] learning_rate: 0.194484 loss_vfl: 0.827057 loss_bbox: 0.326284 loss_dfl: 0.202442 loss: 1.364472 eta: 7 days, 6:41:13 batch_cost: 2.1933 data_cost: 0.0010 ips: 12.7662 images/s [11/12 12:04:22] ppdet.engine INFO: Epoch: [10] [2040/3251] learning_rate: 0.194478 loss_vfl: 0.841468 loss_bbox: 0.309042 loss_dfl: 0.199785 loss: 1.379117 eta: 7 days, 6:40:17 batch_cost: 2.0870 data_cost: 0.0010 ips: 13.4165 images/s [11/12 12:05:08] ppdet.engine INFO: Epoch: [10] [2060/3251] learning_rate: 0.194472 loss_vfl: 0.855130 loss_bbox: 0.298812 loss_dfl: 0.190874 loss: 1.337428 eta: 7 days, 6:39:40 batch_cost: 2.2066 data_cost: 0.0010 ips: 12.6894 images/s [11/12 12:05:53] ppdet.engine INFO: Epoch: [10] [2080/3251] learning_rate: 0.194465 loss_vfl: 0.837744 loss_bbox: 0.307331 loss_dfl: 0.190734 loss: 1.351797 eta: 7 days, 6:38:52 batch_cost: 2.1370 data_cost: 0.0010 ips: 13.1026 images/s [11/12 12:06:42] ppdet.engine INFO: Epoch: [10] [2100/3251] learning_rate: 0.194459 loss_vfl: 0.860987 loss_bbox: 0.316892 loss_dfl: 0.192670 loss: 1.359787 eta: 7 days, 6:38:24 batch_cost: 2.2527 data_cost: 0.0010 ips: 12.4297 images/s [11/12 12:07:26] ppdet.engine INFO: Epoch: [10] [2120/3251] learning_rate: 0.194453 loss_vfl: 0.844820 loss_bbox: 0.299580 loss_dfl: 0.185299 loss: 1.329968 eta: 7 days, 6:37:22 batch_cost: 2.0511 data_cost: 0.0010 ips: 13.6512 images/s [11/12 12:08:14] ppdet.engine INFO: Epoch: [10] [2140/3251] learning_rate: 0.194446 loss_vfl: 0.846303 loss_bbox: 0.343724 loss_dfl: 0.202526 loss: 1.390614 eta: 7 days, 6:36:50 batch_cost: 2.2324 data_cost: 0.0009 ips: 12.5424 images/s [11/12 12:08:59] ppdet.engine INFO: Epoch: [10] [2160/3251] learning_rate: 0.194440 loss_vfl: 0.841194 loss_bbox: 0.297626 loss_dfl: 0.188514 loss: 1.338038 eta: 7 days, 6:36:10 batch_cost: 2.1853 data_cost: 0.0009 ips: 12.8128 images/s [11/12 12:09:45] ppdet.engine INFO: Epoch: [10] [2180/3251] learning_rate: 0.194434 loss_vfl: 0.832775 loss_bbox: 0.302983 loss_dfl: 0.186500 loss: 1.330878 eta: 7 days, 6:35:29 batch_cost: 2.1794 data_cost: 0.0011 ips: 12.8478 images/s [11/12 12:10:31] ppdet.engine INFO: Epoch: [10] [2200/3251] learning_rate: 0.194427 loss_vfl: 0.863288 loss_bbox: 0.307257 loss_dfl: 0.190728 loss: 1.345330 eta: 7 days, 6:34:51 batch_cost: 2.1917 data_cost: 0.0009 ips: 12.7752 images/s [11/12 12:11:18] ppdet.engine INFO: Epoch: [10] [2220/3251] learning_rate: 0.194421 loss_vfl: 0.856942 loss_bbox: 0.291995 loss_dfl: 0.192402 loss: 1.340549 eta: 7 days, 6:34:14 batch_cost: 2.2025 data_cost: 0.0010 ips: 12.7131 images/s [11/12 12:12:04] ppdet.engine INFO: Epoch: [10] [2240/3251] learning_rate: 0.194415 loss_vfl: 0.863424 loss_bbox: 0.261725 loss_dfl: 0.179427 loss: 1.352635 eta: 7 days, 6:33:25 batch_cost: 2.1294 data_cost: 0.0010 ips: 13.1495 images/s [11/12 12:12:50] ppdet.engine INFO: Epoch: [10] [2260/3251] learning_rate: 0.194408 loss_vfl: 0.863665 loss_bbox: 0.295519 loss_dfl: 0.184561 loss: 1.358737 eta: 7 days, 6:32:48 batch_cost: 2.2034 data_cost: 0.0009 ips: 12.7078 images/s [11/12 12:13:38] ppdet.engine INFO: Epoch: [10] [2280/3251] learning_rate: 0.194402 loss_vfl: 0.852671 loss_bbox: 0.304911 loss_dfl: 0.195748 loss: 1.352576 eta: 7 days, 6:32:23 batch_cost: 2.2743 data_cost: 0.0010 ips: 12.3113 images/s [11/12 12:14:23] ppdet.engine INFO: Epoch: [10] [2300/3251] learning_rate: 0.194395 loss_vfl: 0.846621 loss_bbox: 0.278742 loss_dfl: 0.175491 loss: 1.324387 eta: 7 days, 6:31:41 batch_cost: 2.1698 data_cost: 0.0010 ips: 12.9045 images/s [11/12 12:15:09] ppdet.engine INFO: Epoch: [10] [2320/3251] learning_rate: 0.194389 loss_vfl: 0.842263 loss_bbox: 0.281078 loss_dfl: 0.174875 loss: 1.287650 eta: 7 days, 6:30:58 batch_cost: 2.1683 data_cost: 0.0010 ips: 12.9132 images/s [11/12 12:15:55] ppdet.engine INFO: Epoch: [10] [2340/3251] learning_rate: 0.194383 loss_vfl: 0.853603 loss_bbox: 0.312754 loss_dfl: 0.203757 loss: 1.404963 eta: 7 days, 6:30:11 batch_cost: 2.1393 data_cost: 0.0011 ips: 13.0882 images/s [11/12 12:16:42] ppdet.engine INFO: Epoch: [10] [2360/3251] learning_rate: 0.194376 loss_vfl: 0.832025 loss_bbox: 0.321467 loss_dfl: 0.206260 loss: 1.343476 eta: 7 days, 6:29:23 batch_cost: 2.1411 data_cost: 0.0010 ips: 13.0774 images/s [11/12 12:17:27] ppdet.engine INFO: Epoch: [10] [2380/3251] learning_rate: 0.194370 loss_vfl: 0.838654 loss_bbox: 0.281863 loss_dfl: 0.180190 loss: 1.325950 eta: 7 days, 6:28:27 batch_cost: 2.0844 data_cost: 0.0012 ips: 13.4334 images/s [11/12 12:18:14] ppdet.engine INFO: Epoch: [10] [2400/3251] learning_rate: 0.194363 loss_vfl: 0.860855 loss_bbox: 0.322918 loss_dfl: 0.207882 loss: 1.380027 eta: 7 days, 6:27:55 batch_cost: 2.2347 data_cost: 0.0009 ips: 12.5295 images/s [11/12 12:18:59] ppdet.engine INFO: Epoch: [10] [2420/3251] learning_rate: 0.194357 loss_vfl: 0.850903 loss_bbox: 0.310004 loss_dfl: 0.201541 loss: 1.367366 eta: 7 days, 6:27:11 batch_cost: 2.1562 data_cost: 0.0131 ips: 12.9860 images/s [11/12 12:19:47] ppdet.engine INFO: Epoch: [10] [2440/3251] learning_rate: 0.194351 loss_vfl: 0.847245 loss_bbox: 0.316725 loss_dfl: 0.190413 loss: 1.339879 eta: 7 days, 6:26:43 batch_cost: 2.2609 data_cost: 0.0013 ips: 12.3844 images/s [11/12 12:20:36] ppdet.engine INFO: Epoch: [10] [2460/3251] learning_rate: 0.194344 loss_vfl: 0.862603 loss_bbox: 0.316006 loss_dfl: 0.195510 loss: 1.419864 eta: 7 days, 6:26:13 batch_cost: 2.2451 data_cost: 0.0009 ips: 12.4716 images/s [11/12 12:21:25] ppdet.engine INFO: Epoch: [10] [2480/3251] learning_rate: 0.194338 loss_vfl: 0.864989 loss_bbox: 0.281571 loss_dfl: 0.191433 loss: 1.322244 eta: 7 days, 6:26:07 batch_cost: 2.3894 data_cost: 0.0012 ips: 11.7184 images/s [11/12 12:22:10] ppdet.engine INFO: Epoch: [10] [2500/3251] learning_rate: 0.194331 loss_vfl: 0.845692 loss_bbox: 0.347749 loss_dfl: 0.208339 loss: 1.417053 eta: 7 days, 6:25:17 batch_cost: 2.1227 data_cost: 0.0010 ips: 13.1907 images/s [11/12 12:22:57] ppdet.engine INFO: Epoch: [10] [2520/3251] learning_rate: 0.194325 loss_vfl: 0.844140 loss_bbox: 0.287892 loss_dfl: 0.185885 loss: 1.318829 eta: 7 days, 6:24:50 batch_cost: 2.2615 data_cost: 0.0011 ips: 12.3814 images/s [11/12 12:23:43] ppdet.engine INFO: Epoch: [10] [2540/3251] learning_rate: 0.194319 loss_vfl: 0.846049 loss_bbox: 0.318931 loss_dfl: 0.187913 loss: 1.341570 eta: 7 days, 6:24:06 batch_cost: 2.1630 data_cost: 0.0010 ips: 12.9450 images/s [11/12 12:24:29] ppdet.engine INFO: Epoch: [10] [2560/3251] learning_rate: 0.194312 loss_vfl: 0.829376 loss_bbox: 0.340863 loss_dfl: 0.209921 loss: 1.361525 eta: 7 days, 6:23:26 batch_cost: 2.1811 data_cost: 0.0011 ips: 12.8374 images/s [11/12 12:25:13] ppdet.engine INFO: Epoch: [10] [2580/3251] learning_rate: 0.194306 loss_vfl: 0.851916 loss_bbox: 0.288210 loss_dfl: 0.174160 loss: 1.350440 eta: 7 days, 6:22:26 batch_cost: 2.0653 data_cost: 0.0012 ips: 13.5575 images/s [11/12 12:25:59] ppdet.engine INFO: Epoch: [10] [2600/3251] learning_rate: 0.194299 loss_vfl: 0.854004 loss_bbox: 0.315207 loss_dfl: 0.202739 loss: 1.360775 eta: 7 days, 6:21:42 batch_cost: 2.1619 data_cost: 0.0010 ips: 12.9513 images/s [11/12 12:26:44] ppdet.engine INFO: Epoch: [10] [2620/3251] learning_rate: 0.194293 loss_vfl: 0.878575 loss_bbox: 0.287771 loss_dfl: 0.183077 loss: 1.344492 eta: 7 days, 6:20:57 batch_cost: 2.1510 data_cost: 0.0009 ips: 13.0174 images/s [11/12 12:27:30] ppdet.engine INFO: Epoch: [10] [2640/3251] learning_rate: 0.194286 loss_vfl: 0.849503 loss_bbox: 0.313586 loss_dfl: 0.202606 loss: 1.357270 eta: 7 days, 6:20:08 batch_cost: 2.1310 data_cost: 0.0009 ips: 13.1393 images/s [11/12 12:28:16] ppdet.engine INFO: Epoch: [10] [2660/3251] learning_rate: 0.194280 loss_vfl: 0.862823 loss_bbox: 0.287556 loss_dfl: 0.184592 loss: 1.332622 eta: 7 days, 6:19:08 batch_cost: 2.0627 data_cost: 0.0015 ips: 13.5744 images/s [11/12 12:29:03] ppdet.engine INFO: Epoch: [10] [2680/3251] learning_rate: 0.194274 loss_vfl: 0.850727 loss_bbox: 0.247138 loss_dfl: 0.162855 loss: 1.260761 eta: 7 days, 6:18:37 batch_cost: 2.2422 data_cost: 0.0018 ips: 12.4879 images/s [11/12 12:29:48] ppdet.engine INFO: Epoch: [10] [2700/3251] learning_rate: 0.194267 loss_vfl: 0.836893 loss_bbox: 0.326928 loss_dfl: 0.204310 loss: 1.364259 eta: 7 days, 6:17:38 batch_cost: 2.0695 data_cost: 0.0018 ips: 13.5297 images/s [11/12 12:30:34] ppdet.engine INFO: Epoch: [10] [2720/3251] learning_rate: 0.194261 loss_vfl: 0.856853 loss_bbox: 0.294892 loss_dfl: 0.177814 loss: 1.336811 eta: 7 days, 6:16:52 batch_cost: 2.1474 data_cost: 0.0009 ips: 13.0389 images/s [11/12 12:31:20] ppdet.engine INFO: Epoch: [10] [2740/3251] learning_rate: 0.194254 loss_vfl: 0.851435 loss_bbox: 0.340211 loss_dfl: 0.215621 loss: 1.402734 eta: 7 days, 6:16:00 batch_cost: 2.1109 data_cost: 0.0012 ips: 13.2644 images/s [11/12 12:32:05] ppdet.engine INFO: Epoch: [10] [2760/3251] learning_rate: 0.194248 loss_vfl: 0.847922 loss_bbox: 0.307544 loss_dfl: 0.197681 loss: 1.360425 eta: 7 days, 6:15:16 batch_cost: 2.1604 data_cost: 0.0011 ips: 12.9608 images/s [11/12 12:32:52] ppdet.engine INFO: Epoch: [10] [2780/3251] learning_rate: 0.194241 loss_vfl: 0.838561 loss_bbox: 0.293903 loss_dfl: 0.186462 loss: 1.301234 eta: 7 days, 6:14:36 batch_cost: 2.1830 data_cost: 0.0016 ips: 12.8263 images/s [11/12 12:33:36] ppdet.engine INFO: Epoch: [10] [2800/3251] learning_rate: 0.194235 loss_vfl: 0.845533 loss_bbox: 0.334927 loss_dfl: 0.198043 loss: 1.381392 eta: 7 days, 6:13:35 batch_cost: 2.0576 data_cost: 0.0010 ips: 13.6081 images/s [11/12 12:34:22] ppdet.engine INFO: Epoch: [10] [2820/3251] learning_rate: 0.194228 loss_vfl: 0.839224 loss_bbox: 0.266184 loss_dfl: 0.187102 loss: 1.297000 eta: 7 days, 6:12:36 batch_cost: 2.0678 data_cost: 0.0009 ips: 13.5407 images/s [11/12 12:35:09] ppdet.engine INFO: Epoch: [10] [2840/3251] learning_rate: 0.194222 loss_vfl: 0.874687 loss_bbox: 0.300454 loss_dfl: 0.198773 loss: 1.375425 eta: 7 days, 6:11:57 batch_cost: 2.1893 data_cost: 0.0011 ips: 12.7893 images/s [11/12 12:35:54] ppdet.engine INFO: Epoch: [10] [2860/3251] learning_rate: 0.194215 loss_vfl: 0.845106 loss_bbox: 0.306894 loss_dfl: 0.195967 loss: 1.358901 eta: 7 days, 6:11:07 batch_cost: 2.1242 data_cost: 0.0010 ips: 13.1816 images/s [11/12 12:36:40] ppdet.engine INFO: Epoch: [10] [2880/3251] learning_rate: 0.194209 loss_vfl: 0.840699 loss_bbox: 0.309936 loss_dfl: 0.208389 loss: 1.389562 eta: 7 days, 6:10:11 batch_cost: 2.0852 data_cost: 0.0010 ips: 13.4277 images/s [11/12 12:37:27] ppdet.engine INFO: Epoch: [10] [2900/3251] learning_rate: 0.194202 loss_vfl: 0.858319 loss_bbox: 0.330972 loss_dfl: 0.202024 loss: 1.369624 eta: 7 days, 6:09:14 batch_cost: 2.0839 data_cost: 0.0010 ips: 13.4365 images/s [11/12 12:38:13] ppdet.engine INFO: Epoch: [10] [2920/3251] learning_rate: 0.194196 loss_vfl: 0.851373 loss_bbox: 0.294888 loss_dfl: 0.188670 loss: 1.321399 eta: 7 days, 6:08:40 batch_cost: 2.2179 data_cost: 0.0010 ips: 12.6244 images/s [11/12 12:39:00] ppdet.engine INFO: Epoch: [10] [2940/3251] learning_rate: 0.194189 loss_vfl: 0.857964 loss_bbox: 0.290532 loss_dfl: 0.189826 loss: 1.344082 eta: 7 days, 6:07:56 batch_cost: 2.1588 data_cost: 0.0013 ips: 12.9703 images/s [11/12 12:39:45] ppdet.engine INFO: Epoch: [10] [2960/3251] learning_rate: 0.194183 loss_vfl: 0.845085 loss_bbox: 0.321819 loss_dfl: 0.193277 loss: 1.379355 eta: 7 days, 6:07:04 batch_cost: 2.1112 data_cost: 0.0011 ips: 13.2627 images/s [11/12 12:40:30] ppdet.engine INFO: Epoch: [10] [2980/3251] learning_rate: 0.194176 loss_vfl: 0.874501 loss_bbox: 0.309239 loss_dfl: 0.192028 loss: 1.368232 eta: 7 days, 6:06:17 batch_cost: 2.1439 data_cost: 0.0009 ips: 13.0604 images/s [11/12 12:41:16] ppdet.engine INFO: Epoch: [10] [3000/3251] learning_rate: 0.194170 loss_vfl: 0.845330 loss_bbox: 0.286462 loss_dfl: 0.189713 loss: 1.359545 eta: 7 days, 6:05:33 batch_cost: 2.1582 data_cost: 0.0011 ips: 12.9736 images/s [11/12 12:42:02] ppdet.engine INFO: Epoch: [10] [3020/3251] learning_rate: 0.194163 loss_vfl: 0.834645 loss_bbox: 0.324680 loss_dfl: 0.200250 loss: 1.334603 eta: 7 days, 6:04:54 batch_cost: 2.1940 data_cost: 0.0011 ips: 12.7622 images/s [11/12 12:42:48] ppdet.engine INFO: Epoch: [10] [3040/3251] learning_rate: 0.194157 loss_vfl: 0.851770 loss_bbox: 0.286114 loss_dfl: 0.193337 loss: 1.360710 eta: 7 days, 6:04:04 batch_cost: 2.1211 data_cost: 0.0009 ips: 13.2008 images/s [11/12 12:43:33] ppdet.engine INFO: Epoch: [10] [3060/3251] learning_rate: 0.194150 loss_vfl: 0.836086 loss_bbox: 0.301473 loss_dfl: 0.178032 loss: 1.337593 eta: 7 days, 6:03:23 batch_cost: 2.1759 data_cost: 0.0010 ips: 12.8682 images/s [11/12 12:44:20] ppdet.engine INFO: Epoch: [10] [3080/3251] learning_rate: 0.194144 loss_vfl: 0.862432 loss_bbox: 0.332916 loss_dfl: 0.201277 loss: 1.409733 eta: 7 days, 6:02:48 batch_cost: 2.2144 data_cost: 0.0010 ips: 12.6448 images/s [11/12 12:45:06] ppdet.engine INFO: Epoch: [10] [3100/3251] learning_rate: 0.194137 loss_vfl: 0.838769 loss_bbox: 0.254851 loss_dfl: 0.169992 loss: 1.278633 eta: 7 days, 6:01:48 batch_cost: 2.0614 data_cost: 0.0010 ips: 13.5832 images/s [11/12 12:45:52] ppdet.engine INFO: Epoch: [10] [3120/3251] learning_rate: 0.194131 loss_vfl: 0.833767 loss_bbox: 0.284543 loss_dfl: 0.186693 loss: 1.303341 eta: 7 days, 6:01:02 batch_cost: 2.1478 data_cost: 0.0010 ips: 13.0365 images/s [11/12 12:46:37] ppdet.engine INFO: Epoch: [10] [3140/3251] learning_rate: 0.194124 loss_vfl: 0.849382 loss_bbox: 0.300472 loss_dfl: 0.188242 loss: 1.312629 eta: 7 days, 6:00:05 batch_cost: 2.0827 data_cost: 0.0010 ips: 13.4443 images/s [11/12 12:47:23] ppdet.engine INFO: Epoch: [10] [3160/3251] learning_rate: 0.194118 loss_vfl: 0.870065 loss_bbox: 0.287202 loss_dfl: 0.200448 loss: 1.343763 eta: 7 days, 5:59:23 batch_cost: 2.1687 data_cost: 0.0012 ips: 12.9107 images/s [11/12 12:48:10] ppdet.engine INFO: Epoch: [10] [3180/3251] learning_rate: 0.194111 loss_vfl: 0.858607 loss_bbox: 0.322136 loss_dfl: 0.197729 loss: 1.362034 eta: 7 days, 5:58:48 batch_cost: 2.2183 data_cost: 0.0011 ips: 12.6223 images/s [11/12 12:48:55] ppdet.engine INFO: Epoch: [10] [3200/3251] learning_rate: 0.194105 loss_vfl: 0.829948 loss_bbox: 0.303945 loss_dfl: 0.194340 loss: 1.327960 eta: 7 days, 5:57:58 batch_cost: 2.1245 data_cost: 0.0012 ips: 13.1794 images/s [11/12 12:49:42] ppdet.engine INFO: Epoch: [10] [3220/3251] learning_rate: 0.194098 loss_vfl: 0.871452 loss_bbox: 0.318767 loss_dfl: 0.206390 loss: 1.425502 eta: 7 days, 5:57:09 batch_cost: 2.1237 data_cost: 0.0010 ips: 13.1843 images/s [11/12 12:50:25] ppdet.engine INFO: Epoch: [10] [3240/3251] learning_rate: 0.194092 loss_vfl: 0.849696 loss_bbox: 0.334079 loss_dfl: 0.206133 loss: 1.397128 eta: 7 days, 5:56:04 batch_cost: 2.0322 data_cost: 0.0019 ips: 13.7781 images/s [11/12 12:51:05] ppdet.engine INFO: Epoch: [11] [ 0/3251] learning_rate: 0.194088 loss_vfl: 0.841445 loss_bbox: 0.318047 loss_dfl: 0.201189 loss: 1.365189 eta: 7 days, 5:56:37 batch_cost: 2.4376 data_cost: 0.9366 ips: 11.4869 images/s [11/12 12:51:55] ppdet.engine INFO: Epoch: [11] [ 20/3251] learning_rate: 0.194082 loss_vfl: 0.844857 loss_bbox: 0.301735 loss_dfl: 0.197979 loss: 1.359695 eta: 7 days, 5:56:29 batch_cost: 2.3801 data_cost: 0.0009 ips: 11.7642 images/s [11/12 12:52:43] ppdet.engine INFO: Epoch: [11] [ 40/3251] learning_rate: 0.194075 loss_vfl: 0.838341 loss_bbox: 0.297688 loss_dfl: 0.196422 loss: 1.326759 eta: 7 days, 5:55:50 batch_cost: 2.1899 data_cost: 0.0010 ips: 12.7857 images/s [11/12 12:53:31] ppdet.engine INFO: Epoch: [11] [ 60/3251] learning_rate: 0.194068 loss_vfl: 0.841967 loss_bbox: 0.317692 loss_dfl: 0.200891 loss: 1.327847 eta: 7 days, 5:55:15 batch_cost: 2.2171 data_cost: 0.0010 ips: 12.6290 images/s [11/12 12:54:17] ppdet.engine INFO: Epoch: [11] [ 80/3251] learning_rate: 0.194062 loss_vfl: 0.822818 loss_bbox: 0.349242 loss_dfl: 0.220870 loss: 1.400874 eta: 7 days, 5:54:32 batch_cost: 2.1683 data_cost: 0.0012 ips: 12.9135 images/s [11/12 12:55:07] ppdet.engine INFO: Epoch: [11] [ 100/3251] learning_rate: 0.194055 loss_vfl: 0.858986 loss_bbox: 0.315511 loss_dfl: 0.197449 loss: 1.354202 eta: 7 days, 5:54:11 batch_cost: 2.3010 data_cost: 0.0009 ips: 12.1688 images/s [11/12 12:55:52] ppdet.engine INFO: Epoch: [11] [ 120/3251] learning_rate: 0.194049 loss_vfl: 0.853822 loss_bbox: 0.264155 loss_dfl: 0.175301 loss: 1.303856 eta: 7 days, 5:53:31 batch_cost: 2.1870 data_cost: 0.0012 ips: 12.8031 images/s [11/12 12:56:38] ppdet.engine INFO: Epoch: [11] [ 140/3251] learning_rate: 0.194042 loss_vfl: 0.848936 loss_bbox: 0.308690 loss_dfl: 0.202075 loss: 1.375601 eta: 7 days, 5:52:38 batch_cost: 2.1024 data_cost: 0.0013 ips: 13.3180 images/s [11/12 12:57:23] ppdet.engine INFO: Epoch: [11] [ 160/3251] learning_rate: 0.194036 loss_vfl: 0.847162 loss_bbox: 0.329694 loss_dfl: 0.201507 loss: 1.384391 eta: 7 days, 5:51:48 batch_cost: 2.1242 data_cost: 0.0009 ips: 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Epoch: [11] [ 260/3251] learning_rate: 0.194003 loss_vfl: 0.830590 loss_bbox: 0.263235 loss_dfl: 0.174344 loss: 1.270711 eta: 7 days, 5:48:27 batch_cost: 2.1533 data_cost: 0.0009 ips: 13.0030 images/s [11/12 13:02:00] ppdet.engine INFO: Epoch: [11] [ 280/3251] learning_rate: 0.193996 loss_vfl: 0.859126 loss_bbox: 0.275459 loss_dfl: 0.178751 loss: 1.352291 eta: 7 days, 5:47:28 batch_cost: 2.0654 data_cost: 0.0010 ips: 13.5564 images/s [11/12 13:02:46] ppdet.engine INFO: Epoch: [11] [ 300/3251] learning_rate: 0.193989 loss_vfl: 0.836957 loss_bbox: 0.292144 loss_dfl: 0.192654 loss: 1.343609 eta: 7 days, 5:46:47 batch_cost: 2.1789 data_cost: 0.0010 ips: 12.8506 images/s [11/12 13:03:32] ppdet.engine INFO: Epoch: [11] [ 320/3251] learning_rate: 0.193983 loss_vfl: 0.866115 loss_bbox: 0.284830 loss_dfl: 0.185312 loss: 1.353067 eta: 7 days, 5:46:02 batch_cost: 2.1529 data_cost: 0.0010 ips: 13.0059 images/s [11/12 13:04:18] ppdet.engine INFO: Epoch: [11] [ 340/3251] learning_rate: 0.193976 loss_vfl: 0.835579 loss_bbox: 0.321081 loss_dfl: 0.185559 loss: 1.356804 eta: 7 days, 5:45:15 batch_cost: 2.1426 data_cost: 0.0010 ips: 13.0681 images/s [11/12 13:05:03] ppdet.engine INFO: Epoch: [11] [ 360/3251] learning_rate: 0.193970 loss_vfl: 0.852597 loss_bbox: 0.301168 loss_dfl: 0.182887 loss: 1.333750 eta: 7 days, 5:44:22 batch_cost: 2.1035 data_cost: 0.0015 ips: 13.3112 images/s [11/12 13:05:50] ppdet.engine INFO: Epoch: [11] [ 380/3251] learning_rate: 0.193963 loss_vfl: 0.852208 loss_bbox: 0.332777 loss_dfl: 0.202768 loss: 1.400616 eta: 7 days, 5:43:49 batch_cost: 2.2282 data_cost: 0.0010 ips: 12.5660 images/s [11/12 13:06:35] ppdet.engine INFO: Epoch: [11] [ 400/3251] learning_rate: 0.193956 loss_vfl: 0.836521 loss_bbox: 0.313252 loss_dfl: 0.205595 loss: 1.353306 eta: 7 days, 5:43:02 batch_cost: 2.1440 data_cost: 0.0010 ips: 13.0594 images/s [11/12 13:07:23] ppdet.engine INFO: Epoch: [11] [ 420/3251] learning_rate: 0.193950 loss_vfl: 0.844050 loss_bbox: 0.313634 loss_dfl: 0.198893 loss: 1.361479 eta: 7 days, 5:42:40 batch_cost: 2.2936 data_cost: 0.0010 ips: 12.2080 images/s [11/12 13:08:09] ppdet.engine INFO: Epoch: [11] [ 440/3251] learning_rate: 0.193943 loss_vfl: 0.840356 loss_bbox: 0.303228 loss_dfl: 0.194861 loss: 1.327264 eta: 7 days, 5:42:02 batch_cost: 2.1997 data_cost: 0.0009 ips: 12.7292 images/s [11/12 13:08:56] ppdet.engine INFO: Epoch: [11] [ 460/3251] learning_rate: 0.193937 loss_vfl: 0.836691 loss_bbox: 0.303413 loss_dfl: 0.202886 loss: 1.328901 eta: 7 days, 5:41:28 batch_cost: 2.2201 data_cost: 0.0014 ips: 12.6121 images/s [11/12 13:09:41] ppdet.engine INFO: Epoch: [11] [ 480/3251] learning_rate: 0.193930 loss_vfl: 0.858764 loss_bbox: 0.304099 loss_dfl: 0.194215 loss: 1.349737 eta: 7 days, 5:40:33 batch_cost: 2.0943 data_cost: 0.0011 ips: 13.3699 images/s [11/12 13:10:29] ppdet.engine INFO: Epoch: [11] [ 500/3251] learning_rate: 0.193923 loss_vfl: 0.854215 loss_bbox: 0.268572 loss_dfl: 0.178926 loss: 1.355956 eta: 7 days, 5:39:58 batch_cost: 2.2170 data_cost: 0.0010 ips: 12.6297 images/s [11/12 13:11:16] ppdet.engine INFO: Epoch: [11] [ 520/3251] learning_rate: 0.193917 loss_vfl: 0.850390 loss_bbox: 0.277068 loss_dfl: 0.186095 loss: 1.339925 eta: 7 days, 5:39:25 batch_cost: 2.2296 data_cost: 0.0009 ips: 12.5586 images/s [11/12 13:12:03] ppdet.engine INFO: Epoch: [11] [ 540/3251] learning_rate: 0.193910 loss_vfl: 0.872467 loss_bbox: 0.313511 loss_dfl: 0.189800 loss: 1.403465 eta: 7 days, 5:38:48 batch_cost: 2.2039 data_cost: 0.0012 ips: 12.7048 images/s [11/12 13:12:49] ppdet.engine INFO: Epoch: [11] [ 560/3251] learning_rate: 0.193903 loss_vfl: 0.862207 loss_bbox: 0.250754 loss_dfl: 0.166730 loss: 1.281085 eta: 7 days, 5:38:07 batch_cost: 2.1740 data_cost: 0.0011 ips: 12.8792 images/s [11/12 13:13:35] ppdet.engine INFO: Epoch: [11] [ 580/3251] learning_rate: 0.193897 loss_vfl: 0.836381 loss_bbox: 0.295016 loss_dfl: 0.175072 loss: 1.295365 eta: 7 days, 5:37:26 batch_cost: 2.1807 data_cost: 0.0010 ips: 12.8399 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[11] [ 680/3251] learning_rate: 0.193863 loss_vfl: 0.824728 loss_bbox: 0.270011 loss_dfl: 0.177111 loss: 1.286175 eta: 7 days, 5:33:07 batch_cost: 2.1323 data_cost: 0.0009 ips: 13.1316 images/s [11/12 13:18:12] ppdet.engine INFO: Epoch: [11] [ 700/3251] learning_rate: 0.193857 loss_vfl: 0.864522 loss_bbox: 0.273368 loss_dfl: 0.191943 loss: 1.319701 eta: 7 days, 5:32:54 batch_cost: 2.3537 data_cost: 0.0015 ips: 11.8960 images/s [11/12 13:19:00] ppdet.engine INFO: Epoch: [11] [ 720/3251] learning_rate: 0.193850 loss_vfl: 0.842589 loss_bbox: 0.296860 loss_dfl: 0.202051 loss: 1.316774 eta: 7 days, 5:32:29 batch_cost: 2.2832 data_cost: 0.0009 ips: 12.2635 images/s [11/12 13:19:45] ppdet.engine INFO: Epoch: [11] [ 740/3251] learning_rate: 0.193843 loss_vfl: 0.843795 loss_bbox: 0.313093 loss_dfl: 0.188043 loss: 1.320076 eta: 7 days, 5:31:39 batch_cost: 2.1220 data_cost: 0.0009 ips: 13.1950 images/s [11/12 13:20:32] ppdet.engine INFO: Epoch: [11] [ 760/3251] learning_rate: 0.193837 loss_vfl: 0.841163 loss_bbox: 0.298763 loss_dfl: 0.186202 loss: 1.332759 eta: 7 days, 5:31:11 batch_cost: 2.2607 data_cost: 0.0010 ips: 12.3857 images/s [11/12 13:21:17] ppdet.engine INFO: Epoch: [11] [ 780/3251] learning_rate: 0.193830 loss_vfl: 0.833835 loss_bbox: 0.300673 loss_dfl: 0.191972 loss: 1.317174 eta: 7 days, 5:30:24 batch_cost: 2.1389 data_cost: 0.0010 ips: 13.0910 images/s [11/12 13:22:03] ppdet.engine INFO: Epoch: [11] [ 800/3251] learning_rate: 0.193823 loss_vfl: 0.848396 loss_bbox: 0.291267 loss_dfl: 0.191004 loss: 1.307170 eta: 7 days, 5:29:45 batch_cost: 2.1932 data_cost: 0.0010 ips: 12.7666 images/s [11/12 13:22:49] ppdet.engine INFO: Epoch: [11] [ 820/3251] learning_rate: 0.193817 loss_vfl: 0.835105 loss_bbox: 0.305634 loss_dfl: 0.183300 loss: 1.288535 eta: 7 days, 5:29:06 batch_cost: 2.1880 data_cost: 0.0009 ips: 12.7968 images/s [11/12 13:23:35] ppdet.engine INFO: Epoch: [11] [ 840/3251] learning_rate: 0.193810 loss_vfl: 0.859949 loss_bbox: 0.271010 loss_dfl: 0.188333 loss: 1.340002 eta: 7 days, 5:28:27 batch_cost: 2.1969 data_cost: 0.0010 ips: 12.7451 images/s [11/12 13:24:21] ppdet.engine INFO: Epoch: [11] [ 860/3251] learning_rate: 0.193803 loss_vfl: 0.871602 loss_bbox: 0.325296 loss_dfl: 0.207497 loss: 1.373774 eta: 7 days, 5:27:44 batch_cost: 2.1615 data_cost: 0.0092 ips: 12.9543 images/s [11/12 13:25:08] ppdet.engine INFO: Epoch: [11] [ 880/3251] learning_rate: 0.193797 loss_vfl: 0.841927 loss_bbox: 0.288456 loss_dfl: 0.185528 loss: 1.329394 eta: 7 days, 5:27:03 batch_cost: 2.1792 data_cost: 0.0009 ips: 12.8488 images/s [11/12 13:25:53] ppdet.engine INFO: Epoch: [11] [ 900/3251] learning_rate: 0.193790 loss_vfl: 0.840653 loss_bbox: 0.314661 loss_dfl: 0.189805 loss: 1.355773 eta: 7 days, 5:26:20 batch_cost: 2.1712 data_cost: 0.0009 ips: 12.8959 images/s [11/12 13:26:38] ppdet.engine INFO: Epoch: [11] [ 920/3251] learning_rate: 0.193783 loss_vfl: 0.860771 loss_bbox: 0.312991 loss_dfl: 0.201199 loss: 1.382568 eta: 7 days, 5:25:33 batch_cost: 2.1374 data_cost: 0.0009 ips: 13.0998 images/s [11/12 13:27:25] ppdet.engine INFO: Epoch: [11] [ 940/3251] learning_rate: 0.193777 loss_vfl: 0.853393 loss_bbox: 0.283530 loss_dfl: 0.183091 loss: 1.350295 eta: 7 days, 5:25:03 batch_cost: 2.2483 data_cost: 0.0009 ips: 12.4539 images/s [11/12 13:28:13] ppdet.engine INFO: Epoch: [11] [ 960/3251] learning_rate: 0.193770 loss_vfl: 0.861664 loss_bbox: 0.307762 loss_dfl: 0.203847 loss: 1.374085 eta: 7 days, 5:24:39 batch_cost: 2.2898 data_cost: 0.0010 ips: 12.2284 images/s [11/12 13:28:59] ppdet.engine INFO: Epoch: [11] [ 980/3251] learning_rate: 0.193763 loss_vfl: 0.863975 loss_bbox: 0.331550 loss_dfl: 0.212076 loss: 1.413074 eta: 7 days, 5:23:49 batch_cost: 2.1205 data_cost: 0.0009 ips: 13.2044 images/s [11/12 13:29:45] ppdet.engine INFO: Epoch: [11] [1000/3251] learning_rate: 0.193756 loss_vfl: 0.865780 loss_bbox: 0.294486 loss_dfl: 0.188625 loss: 1.326080 eta: 7 days, 5:23:11 batch_cost: 2.1991 data_cost: 0.0011 ips: 12.7323 images/s [11/12 13:30:33] ppdet.engine INFO: Epoch: [11] [1020/3251] learning_rate: 0.193750 loss_vfl: 0.846627 loss_bbox: 0.305170 loss_dfl: 0.190933 loss: 1.355011 eta: 7 days, 5:22:33 batch_cost: 2.1992 data_cost: 0.0010 ips: 12.7320 images/s [11/12 13:31:18] ppdet.engine INFO: Epoch: [11] [1040/3251] learning_rate: 0.193743 loss_vfl: 0.876274 loss_bbox: 0.324135 loss_dfl: 0.200894 loss: 1.413616 eta: 7 days, 5:21:48 batch_cost: 2.1550 data_cost: 0.0009 ips: 12.9931 images/s [11/12 13:32:04] ppdet.engine INFO: Epoch: [11] [1060/3251] learning_rate: 0.193736 loss_vfl: 0.864301 loss_bbox: 0.301158 loss_dfl: 0.192607 loss: 1.366619 eta: 7 days, 5:21:07 batch_cost: 2.1818 data_cost: 0.0010 ips: 12.8335 images/s [11/12 13:32:49] ppdet.engine INFO: Epoch: [11] [1080/3251] learning_rate: 0.193729 loss_vfl: 0.863067 loss_bbox: 0.315519 loss_dfl: 0.196914 loss: 1.359657 eta: 7 days, 5:20:17 batch_cost: 2.1178 data_cost: 0.0010 ips: 13.2213 images/s [11/12 13:33:35] ppdet.engine INFO: Epoch: [11] [1100/3251] learning_rate: 0.193723 loss_vfl: 0.838138 loss_bbox: 0.306399 loss_dfl: 0.200088 loss: 1.358847 eta: 7 days, 5:19:34 batch_cost: 2.1671 data_cost: 0.0010 ips: 12.9204 images/s [11/12 13:34:20] ppdet.engine INFO: Epoch: [11] [1120/3251] learning_rate: 0.193716 loss_vfl: 0.813057 loss_bbox: 0.295628 loss_dfl: 0.188416 loss: 1.315104 eta: 7 days, 5:18:50 batch_cost: 2.1632 data_cost: 0.0010 ips: 12.9440 images/s [11/12 13:35:06] ppdet.engine INFO: Epoch: [11] [1140/3251] learning_rate: 0.193709 loss_vfl: 0.845304 loss_bbox: 0.299568 loss_dfl: 0.202341 loss: 1.398186 eta: 7 days, 5:18:01 batch_cost: 2.1253 data_cost: 0.0009 ips: 13.1749 images/s [11/12 13:35:52] ppdet.engine INFO: Epoch: [11] [1160/3251] learning_rate: 0.193702 loss_vfl: 0.839439 loss_bbox: 0.319040 loss_dfl: 0.191214 loss: 1.335138 eta: 7 days, 5:17:14 batch_cost: 2.1415 data_cost: 0.0010 ips: 13.0751 images/s [11/12 13:36:38] ppdet.engine INFO: Epoch: [11] [1180/3251] learning_rate: 0.193696 loss_vfl: 0.875302 loss_bbox: 0.300427 loss_dfl: 0.198019 loss: 1.343284 eta: 7 days, 5:16:32 batch_cost: 2.1767 data_cost: 0.0011 ips: 12.8634 images/s [11/12 13:37:22] ppdet.engine INFO: Epoch: [11] [1200/3251] learning_rate: 0.193689 loss_vfl: 0.839569 loss_bbox: 0.310142 loss_dfl: 0.201713 loss: 1.371395 eta: 7 days, 5:15:30 batch_cost: 2.0411 data_cost: 0.0009 ips: 13.7180 images/s [11/12 13:38:11] ppdet.engine INFO: Epoch: [11] [1220/3251] learning_rate: 0.193682 loss_vfl: 0.838597 loss_bbox: 0.305571 loss_dfl: 0.199512 loss: 1.305676 eta: 7 days, 5:15:18 batch_cost: 2.3680 data_cost: 0.0009 ips: 11.8242 images/s [11/12 13:38:58] ppdet.engine INFO: Epoch: [11] [1240/3251] learning_rate: 0.193675 loss_vfl: 0.831726 loss_bbox: 0.296713 loss_dfl: 0.191621 loss: 1.362754 eta: 7 days, 5:14:44 batch_cost: 2.2223 data_cost: 0.0010 ips: 12.5997 images/s [11/12 13:39:45] ppdet.engine INFO: Epoch: [11] [1260/3251] learning_rate: 0.193669 loss_vfl: 0.860110 loss_bbox: 0.309011 loss_dfl: 0.192418 loss: 1.350701 eta: 7 days, 5:14:11 batch_cost: 2.2340 data_cost: 0.0011 ips: 12.5338 images/s [11/12 13:40:31] ppdet.engine INFO: Epoch: [11] [1280/3251] learning_rate: 0.193662 loss_vfl: 0.833222 loss_bbox: 0.316174 loss_dfl: 0.205679 loss: 1.364373 eta: 7 days, 5:13:39 batch_cost: 2.2376 data_cost: 0.0009 ips: 12.5135 images/s [11/12 13:41:16] ppdet.engine INFO: Epoch: [11] [1300/3251] learning_rate: 0.193655 loss_vfl: 0.861956 loss_bbox: 0.310715 loss_dfl: 0.189660 loss: 1.337839 eta: 7 days, 5:12:36 batch_cost: 2.0393 data_cost: 0.0010 ips: 13.7303 images/s [11/12 13:42:02] ppdet.engine INFO: Epoch: [11] [1320/3251] learning_rate: 0.193648 loss_vfl: 0.832730 loss_bbox: 0.311705 loss_dfl: 0.191802 loss: 1.331490 eta: 7 days, 5:12:00 batch_cost: 2.2096 data_cost: 0.0011 ips: 12.6722 images/s [11/12 13:42:48] ppdet.engine INFO: Epoch: [11] [1340/3251] learning_rate: 0.193642 loss_vfl: 0.841099 loss_bbox: 0.283634 loss_dfl: 0.181587 loss: 1.315853 eta: 7 days, 5:11:13 batch_cost: 2.1373 data_cost: 0.0015 ips: 13.1004 images/s [11/12 13:43:34] ppdet.engine INFO: Epoch: [11] [1360/3251] learning_rate: 0.193635 loss_vfl: 0.831727 loss_bbox: 0.284718 loss_dfl: 0.182339 loss: 1.318449 eta: 7 days, 5:10:29 batch_cost: 2.1619 data_cost: 0.0014 ips: 12.9515 images/s [11/12 13:44:18] ppdet.engine INFO: Epoch: [11] [1380/3251] learning_rate: 0.193628 loss_vfl: 0.840256 loss_bbox: 0.311886 loss_dfl: 0.194643 loss: 1.355310 eta: 7 days, 5:09:40 batch_cost: 2.1314 data_cost: 0.0010 ips: 13.1370 images/s [11/12 13:45:06] ppdet.engine INFO: Epoch: [11] [1400/3251] learning_rate: 0.193621 loss_vfl: 0.857955 loss_bbox: 0.338027 loss_dfl: 0.197674 loss: 1.401816 eta: 7 days, 5:09:05 batch_cost: 2.2148 data_cost: 0.0010 ips: 12.6422 images/s [11/12 13:45:53] ppdet.engine INFO: Epoch: [11] [1420/3251] learning_rate: 0.193614 loss_vfl: 0.847571 loss_bbox: 0.313805 loss_dfl: 0.201527 loss: 1.409660 eta: 7 days, 5:08:23 batch_cost: 2.1736 data_cost: 0.0010 ips: 12.8820 images/s [11/12 13:46:40] ppdet.engine INFO: Epoch: [11] [1440/3251] learning_rate: 0.193608 loss_vfl: 0.862940 loss_bbox: 0.320601 loss_dfl: 0.193096 loss: 1.338374 eta: 7 days, 5:07:52 batch_cost: 2.2458 data_cost: 0.0009 ips: 12.4677 images/s [11/12 13:47:27] ppdet.engine INFO: Epoch: [11] [1460/3251] learning_rate: 0.193601 loss_vfl: 0.840367 loss_bbox: 0.302334 loss_dfl: 0.194014 loss: 1.342939 eta: 7 days, 5:07:18 batch_cost: 2.2249 data_cost: 0.0011 ips: 12.5847 images/s [11/12 13:48:14] ppdet.engine INFO: Epoch: [11] [1480/3251] learning_rate: 0.193594 loss_vfl: 0.862610 loss_bbox: 0.327566 loss_dfl: 0.204905 loss: 1.391448 eta: 7 days, 5:06:34 batch_cost: 2.1609 data_cost: 0.0010 ips: 12.9577 images/s [11/12 13:48:58] ppdet.engine INFO: Epoch: [11] [1500/3251] learning_rate: 0.193587 loss_vfl: 0.851358 loss_bbox: 0.293769 loss_dfl: 0.194409 loss: 1.392945 eta: 7 days, 5:05:32 batch_cost: 2.0402 data_cost: 0.0010 ips: 13.7244 images/s [11/12 13:49:43] ppdet.engine INFO: Epoch: [11] [1520/3251] learning_rate: 0.193580 loss_vfl: 0.844110 loss_bbox: 0.306011 loss_dfl: 0.192537 loss: 1.336648 eta: 7 days, 5:04:43 batch_cost: 2.1305 data_cost: 0.0009 ips: 13.1423 images/s [11/12 13:50:27] ppdet.engine INFO: Epoch: [11] [1540/3251] learning_rate: 0.193574 loss_vfl: 0.850527 loss_bbox: 0.264435 loss_dfl: 0.179784 loss: 1.283830 eta: 7 days, 5:03:48 batch_cost: 2.0903 data_cost: 0.0010 ips: 13.3953 images/s [11/12 13:51:14] ppdet.engine INFO: Epoch: [11] [1560/3251] learning_rate: 0.193567 loss_vfl: 0.841089 loss_bbox: 0.297005 loss_dfl: 0.188126 loss: 1.289441 eta: 7 days, 5:03:10 batch_cost: 2.1980 data_cost: 0.0011 ips: 12.7387 images/s [11/12 13:52:01] ppdet.engine INFO: Epoch: [11] [1580/3251] learning_rate: 0.193560 loss_vfl: 0.846148 loss_bbox: 0.278488 loss_dfl: 0.178692 loss: 1.289246 eta: 7 days, 5:02:36 batch_cost: 2.2278 data_cost: 0.0010 ips: 12.5686 images/s [11/12 13:52:50] ppdet.engine INFO: Epoch: [11] [1600/3251] learning_rate: 0.193553 loss_vfl: 0.836796 loss_bbox: 0.316985 loss_dfl: 0.188756 loss: 1.343813 eta: 7 days, 5:02:21 batch_cost: 2.3474 data_cost: 0.0011 ips: 11.9282 images/s [11/12 13:53:50] ppdet.engine INFO: Epoch: [11] [1620/3251] learning_rate: 0.193546 loss_vfl: 0.853856 loss_bbox: 0.324931 loss_dfl: 0.196029 loss: 1.363583 eta: 7 days, 5:03:26 batch_cost: 2.8676 data_cost: 0.0021 ips: 9.7643 images/s [11/12 13:54:48] ppdet.engine INFO: Epoch: [11] [1640/3251] learning_rate: 0.193539 loss_vfl: 0.844228 loss_bbox: 0.322723 loss_dfl: 0.193393 loss: 1.351494 eta: 7 days, 5:04:04 batch_cost: 2.6921 data_cost: 0.0011 ips: 10.4007 images/s [11/12 13:55:48] ppdet.engine INFO: Epoch: [11] [1660/3251] learning_rate: 0.193533 loss_vfl: 0.863217 loss_bbox: 0.287584 loss_dfl: 0.179533 loss: 1.312126 eta: 7 days, 5:05:01 batch_cost: 2.8182 data_cost: 0.0011 ips: 9.9356 images/s [11/12 13:56:43] ppdet.engine INFO: Epoch: [11] [1680/3251] learning_rate: 0.193526 loss_vfl: 0.857223 loss_bbox: 0.324589 loss_dfl: 0.206258 loss: 1.367532 eta: 7 days, 5:05:26 batch_cost: 2.6135 data_cost: 0.0021 ips: 10.7135 images/s [11/12 13:57:32] ppdet.engine INFO: Epoch: [11] [1700/3251] learning_rate: 0.193519 loss_vfl: 0.839924 loss_bbox: 0.337805 loss_dfl: 0.211747 loss: 1.391083 eta: 7 days, 5:05:00 batch_cost: 2.2796 data_cost: 0.0011 ips: 12.2830 images/s [11/12 13:58:21] ppdet.engine INFO: Epoch: [11] [1720/3251] learning_rate: 0.193512 loss_vfl: 0.829988 loss_bbox: 0.325286 loss_dfl: 0.194876 loss: 1.324765 eta: 7 days, 5:04:42 batch_cost: 2.3310 data_cost: 0.0009 ips: 12.0121 images/s [11/12 13:59:11] ppdet.engine INFO: Epoch: [11] [1740/3251] learning_rate: 0.193505 loss_vfl: 0.867739 loss_bbox: 0.281520 loss_dfl: 0.188752 loss: 1.320089 eta: 7 days, 5:04:28 batch_cost: 2.3583 data_cost: 0.0010 ips: 11.8732 images/s [11/12 13:59:59] ppdet.engine INFO: Epoch: [11] [1760/3251] learning_rate: 0.193498 loss_vfl: 0.844470 loss_bbox: 0.322670 loss_dfl: 0.201137 loss: 1.365758 eta: 7 days, 5:03:53 batch_cost: 2.2171 data_cost: 0.0010 ips: 12.6292 images/s [11/12 14:00:45] ppdet.engine INFO: Epoch: [11] [1780/3251] learning_rate: 0.193492 loss_vfl: 0.864133 loss_bbox: 0.294879 loss_dfl: 0.196688 loss: 1.369233 eta: 7 days, 5:03:12 batch_cost: 2.1832 data_cost: 0.0009 ips: 12.8255 images/s [11/12 14:01:34] ppdet.engine INFO: Epoch: [11] [1800/3251] learning_rate: 0.193485 loss_vfl: 0.832185 loss_bbox: 0.291900 loss_dfl: 0.192757 loss: 1.347386 eta: 7 days, 5:02:53 batch_cost: 2.3268 data_cost: 0.0010 ips: 12.0339 images/s [11/12 14:02:20] ppdet.engine INFO: Epoch: [11] [1820/3251] learning_rate: 0.193478 loss_vfl: 0.855861 loss_bbox: 0.296037 loss_dfl: 0.188564 loss: 1.346819 eta: 7 days, 5:02:08 batch_cost: 2.1562 data_cost: 0.0011 ips: 12.9856 images/s [11/12 14:03:04] ppdet.engine INFO: Epoch: [11] [1840/3251] learning_rate: 0.193471 loss_vfl: 0.868389 loss_bbox: 0.319886 loss_dfl: 0.202920 loss: 1.412716 eta: 7 days, 5:00:49 batch_cost: 1.9329 data_cost: 0.0011 ips: 14.4857 images/s [11/12 14:03:49] ppdet.engine INFO: Epoch: [11] [1860/3251] learning_rate: 0.193464 loss_vfl: 0.825291 loss_bbox: 0.290265 loss_dfl: 0.192959 loss: 1.358540 eta: 7 days, 5:00:05 batch_cost: 2.1612 data_cost: 0.0009 ips: 12.9557 images/s [11/12 14:04:35] ppdet.engine INFO: Epoch: [11] [1880/3251] learning_rate: 0.193457 loss_vfl: 0.852316 loss_bbox: 0.310057 loss_dfl: 0.199414 loss: 1.373467 eta: 7 days, 4:59:16 batch_cost: 2.1253 data_cost: 0.0010 ips: 13.1743 images/s [11/12 14:05:21] ppdet.engine INFO: Epoch: [11] [1900/3251] learning_rate: 0.193450 loss_vfl: 0.854165 loss_bbox: 0.300194 loss_dfl: 0.185225 loss: 1.343615 eta: 7 days, 4:58:41 batch_cost: 2.2238 data_cost: 0.0011 ips: 12.5909 images/s [11/12 14:06:09] ppdet.engine INFO: Epoch: [11] [1920/3251] learning_rate: 0.193443 loss_vfl: 0.864040 loss_bbox: 0.310209 loss_dfl: 0.195061 loss: 1.360347 eta: 7 days, 4:58:12 batch_cost: 2.2571 data_cost: 0.0009 ips: 12.4054 images/s [11/12 14:06:57] ppdet.engine INFO: Epoch: [11] [1940/3251] learning_rate: 0.193437 loss_vfl: 0.832822 loss_bbox: 0.288270 loss_dfl: 0.189592 loss: 1.324270 eta: 7 days, 4:57:31 batch_cost: 2.1871 data_cost: 0.0011 ips: 12.8024 images/s [11/12 14:07:42] ppdet.engine INFO: Epoch: [11] [1960/3251] learning_rate: 0.193430 loss_vfl: 0.840034 loss_bbox: 0.293112 loss_dfl: 0.183645 loss: 1.312550 eta: 7 days, 4:56:49 batch_cost: 2.1751 data_cost: 0.0010 ips: 12.8729 images/s [11/12 14:08:29] ppdet.engine INFO: Epoch: [11] [1980/3251] learning_rate: 0.193423 loss_vfl: 0.858239 loss_bbox: 0.291230 loss_dfl: 0.189707 loss: 1.383457 eta: 7 days, 4:56:02 batch_cost: 2.1434 data_cost: 0.0010 ips: 13.0635 images/s [11/12 14:09:14] ppdet.engine INFO: Epoch: [11] [2000/3251] learning_rate: 0.193416 loss_vfl: 0.881564 loss_bbox: 0.280687 loss_dfl: 0.187842 loss: 1.331515 eta: 7 days, 4:55:13 batch_cost: 2.1285 data_cost: 0.0009 ips: 13.1549 images/s [11/12 14:10:02] ppdet.engine INFO: Epoch: [11] [2020/3251] learning_rate: 0.193409 loss_vfl: 0.851366 loss_bbox: 0.318174 loss_dfl: 0.203973 loss: 1.334859 eta: 7 days, 4:54:49 batch_cost: 2.2908 data_cost: 0.0011 ips: 12.2226 images/s [11/12 14:10:46] ppdet.engine INFO: Epoch: [11] [2040/3251] learning_rate: 0.193402 loss_vfl: 0.847505 loss_bbox: 0.346196 loss_dfl: 0.211791 loss: 1.380660 eta: 7 days, 4:53:53 batch_cost: 2.0815 data_cost: 0.0010 ips: 13.4520 images/s [11/12 14:11:31] ppdet.engine INFO: Epoch: [11] [2060/3251] learning_rate: 0.193395 loss_vfl: 0.844890 loss_bbox: 0.360919 loss_dfl: 0.210244 loss: 1.391674 eta: 7 days, 4:53:05 batch_cost: 2.1405 data_cost: 0.0013 ips: 13.0813 images/s [11/12 14:12:19] ppdet.engine INFO: Epoch: [11] [2080/3251] learning_rate: 0.193388 loss_vfl: 0.841595 loss_bbox: 0.275541 loss_dfl: 0.178026 loss: 1.285913 eta: 7 days, 4:52:37 batch_cost: 2.2631 data_cost: 0.0010 ips: 12.3725 images/s [11/12 14:13:06] ppdet.engine INFO: Epoch: [11] [2100/3251] learning_rate: 0.193381 loss_vfl: 0.866837 loss_bbox: 0.287969 loss_dfl: 0.195728 loss: 1.363853 eta: 7 days, 4:51:45 batch_cost: 2.1111 data_cost: 0.0011 ips: 13.2631 images/s [11/12 14:13:53] ppdet.engine INFO: Epoch: [11] [2120/3251] learning_rate: 0.193374 loss_vfl: 0.853936 loss_bbox: 0.334014 loss_dfl: 0.220987 loss: 1.413300 eta: 7 days, 4:51:10 batch_cost: 2.2242 data_cost: 0.0010 ips: 12.5888 images/s [11/12 14:14:39] ppdet.engine INFO: Epoch: [11] [2140/3251] learning_rate: 0.193368 loss_vfl: 0.829111 loss_bbox: 0.303369 loss_dfl: 0.189318 loss: 1.324226 eta: 7 days, 4:50:24 batch_cost: 2.1482 data_cost: 0.0010 ips: 13.0344 images/s [11/12 14:15:26] ppdet.engine INFO: Epoch: [11] [2160/3251] learning_rate: 0.193361 loss_vfl: 0.844241 loss_bbox: 0.298657 loss_dfl: 0.193890 loss: 1.337068 eta: 7 days, 4:49:48 batch_cost: 2.2151 data_cost: 0.0010 ips: 12.6406 images/s [11/12 14:16:13] ppdet.engine INFO: Epoch: [11] [2180/3251] learning_rate: 0.193354 loss_vfl: 0.856430 loss_bbox: 0.289205 loss_dfl: 0.192942 loss: 1.337121 eta: 7 days, 4:49:09 batch_cost: 2.1949 data_cost: 0.0010 ips: 12.7566 images/s [11/12 14:16:58] ppdet.engine INFO: Epoch: [11] [2200/3251] learning_rate: 0.193347 loss_vfl: 0.845313 loss_bbox: 0.293042 loss_dfl: 0.192581 loss: 1.326514 eta: 7 days, 4:48:06 batch_cost: 2.0362 data_cost: 0.0010 ips: 13.7509 images/s [11/12 14:17:45] ppdet.engine INFO: Epoch: [11] [2220/3251] learning_rate: 0.193340 loss_vfl: 0.852283 loss_bbox: 0.326970 loss_dfl: 0.207440 loss: 1.393415 eta: 7 days, 4:47:37 batch_cost: 2.2573 data_cost: 0.0009 ips: 12.4043 images/s [11/12 14:18:29] ppdet.engine INFO: Epoch: [11] [2240/3251] learning_rate: 0.193333 loss_vfl: 0.855536 loss_bbox: 0.306098 loss_dfl: 0.189164 loss: 1.320066 eta: 7 days, 4:46:39 batch_cost: 2.0737 data_cost: 0.0010 ips: 13.5028 images/s [11/12 14:19:16] ppdet.engine INFO: Epoch: [11] [2260/3251] learning_rate: 0.193326 loss_vfl: 0.840111 loss_bbox: 0.274058 loss_dfl: 0.183435 loss: 1.298596 eta: 7 days, 4:45:51 batch_cost: 2.1325 data_cost: 0.0010 ips: 13.1304 images/s [11/12 14:20:03] ppdet.engine INFO: Epoch: [11] [2280/3251] learning_rate: 0.193319 loss_vfl: 0.832339 loss_bbox: 0.321196 loss_dfl: 0.198802 loss: 1.390090 eta: 7 days, 4:45:18 batch_cost: 2.2356 data_cost: 0.0011 ips: 12.5246 images/s [11/12 14:20:49] ppdet.engine INFO: Epoch: [11] [2300/3251] learning_rate: 0.193312 loss_vfl: 0.851173 loss_bbox: 0.305668 loss_dfl: 0.192991 loss: 1.324131 eta: 7 days, 4:44:37 batch_cost: 2.1848 data_cost: 0.0015 ips: 12.8156 images/s [11/12 14:21:34] ppdet.engine INFO: Epoch: [11] [2320/3251] learning_rate: 0.193305 loss_vfl: 0.836438 loss_bbox: 0.323221 loss_dfl: 0.201154 loss: 1.385931 eta: 7 days, 4:43:46 batch_cost: 2.1127 data_cost: 0.0013 ips: 13.2532 images/s [11/12 14:22:18] ppdet.engine INFO: Epoch: [11] [2340/3251] learning_rate: 0.193298 loss_vfl: 0.849537 loss_bbox: 0.286815 loss_dfl: 0.190070 loss: 1.348650 eta: 7 days, 4:42:50 batch_cost: 2.0826 data_cost: 0.0010 ips: 13.4445 images/s [11/12 14:23:03] ppdet.engine INFO: Epoch: [11] [2360/3251] learning_rate: 0.193291 loss_vfl: 0.839002 loss_bbox: 0.275368 loss_dfl: 0.175862 loss: 1.322588 eta: 7 days, 4:42:08 batch_cost: 2.1766 data_cost: 0.0010 ips: 12.8639 images/s [11/12 14:23:50] ppdet.engine INFO: Epoch: [11] [2380/3251] learning_rate: 0.193284 loss_vfl: 0.850358 loss_bbox: 0.278349 loss_dfl: 0.193388 loss: 1.317541 eta: 7 days, 4:41:25 batch_cost: 2.1659 data_cost: 0.0011 ips: 12.9277 images/s [11/12 14:24:37] ppdet.engine INFO: Epoch: [11] [2400/3251] learning_rate: 0.193277 loss_vfl: 0.841569 loss_bbox: 0.305976 loss_dfl: 0.198191 loss: 1.341475 eta: 7 days, 4:40:40 batch_cost: 2.1578 data_cost: 0.0010 ips: 12.9764 images/s [11/12 14:25:21] ppdet.engine INFO: Epoch: [11] [2420/3251] learning_rate: 0.193270 loss_vfl: 0.849394 loss_bbox: 0.308629 loss_dfl: 0.210230 loss: 1.391063 eta: 7 days, 4:39:48 batch_cost: 2.1068 data_cost: 0.0009 ips: 13.2904 images/s [11/12 14:26:08] ppdet.engine INFO: Epoch: [11] [2440/3251] learning_rate: 0.193263 loss_vfl: 0.840585 loss_bbox: 0.290641 loss_dfl: 0.189680 loss: 1.354645 eta: 7 days, 4:39:15 batch_cost: 2.2389 data_cost: 0.0009 ips: 12.5062 images/s [11/12 14:26:54] ppdet.engine INFO: Epoch: [11] [2460/3251] learning_rate: 0.193256 loss_vfl: 0.856747 loss_bbox: 0.288623 loss_dfl: 0.184218 loss: 1.337368 eta: 7 days, 4:38:29 batch_cost: 2.1496 data_cost: 0.0010 ips: 13.0259 images/s [11/12 14:27:37] ppdet.engine INFO: Epoch: [11] [2480/3251] learning_rate: 0.193249 loss_vfl: 0.840526 loss_bbox: 0.307762 loss_dfl: 0.190401 loss: 1.348377 eta: 7 days, 4:37:28 batch_cost: 2.0446 data_cost: 0.0010 ips: 13.6948 images/s [11/12 14:28:21] ppdet.engine INFO: Epoch: [11] [2500/3251] learning_rate: 0.193242 loss_vfl: 0.849277 loss_bbox: 0.281470 loss_dfl: 0.179666 loss: 1.312688 eta: 7 days, 4:36:36 batch_cost: 2.1101 data_cost: 0.0010 ips: 13.2695 images/s [11/12 14:29:07] ppdet.engine INFO: Epoch: [11] [2520/3251] learning_rate: 0.193235 loss_vfl: 0.838005 loss_bbox: 0.266251 loss_dfl: 0.192657 loss: 1.325644 eta: 7 days, 4:35:58 batch_cost: 2.2023 data_cost: 0.0009 ips: 12.7139 images/s [11/12 14:29:55] ppdet.engine INFO: Epoch: [11] [2540/3251] learning_rate: 0.193228 loss_vfl: 0.852090 loss_bbox: 0.339367 loss_dfl: 0.202234 loss: 1.385823 eta: 7 days, 4:35:21 batch_cost: 2.2109 data_cost: 0.0013 ips: 12.6643 images/s [11/12 14:30:40] ppdet.engine INFO: Epoch: [11] [2560/3251] learning_rate: 0.193221 loss_vfl: 0.845249 loss_bbox: 0.297532 loss_dfl: 0.195749 loss: 1.362785 eta: 7 days, 4:34:39 batch_cost: 2.1737 data_cost: 0.0010 ips: 12.8813 images/s [11/12 14:31:26] ppdet.engine INFO: Epoch: [11] [2580/3251] learning_rate: 0.193214 loss_vfl: 0.824444 loss_bbox: 0.308535 loss_dfl: 0.198231 loss: 1.348954 eta: 7 days, 4:33:57 batch_cost: 2.1709 data_cost: 0.0012 ips: 12.8979 images/s [11/12 14:32:11] ppdet.engine INFO: Epoch: [11] [2600/3251] learning_rate: 0.193207 loss_vfl: 0.831357 loss_bbox: 0.301752 loss_dfl: 0.193065 loss: 1.322957 eta: 7 days, 4:32:49 batch_cost: 2.0016 data_cost: 0.0013 ips: 13.9886 images/s [11/12 14:32:56] ppdet.engine INFO: Epoch: [11] [2620/3251] learning_rate: 0.193200 loss_vfl: 0.853184 loss_bbox: 0.302877 loss_dfl: 0.201274 loss: 1.330129 eta: 7 days, 4:31:59 batch_cost: 2.1262 data_cost: 0.0010 ips: 13.1692 images/s [11/12 14:33:45] ppdet.engine INFO: Epoch: [11] [2640/3251] learning_rate: 0.193193 loss_vfl: 0.858610 loss_bbox: 0.320120 loss_dfl: 0.198047 loss: 1.387873 eta: 7 days, 4:31:31 batch_cost: 2.2655 data_cost: 0.0012 ips: 12.3593 images/s [11/12 14:34:30] ppdet.engine INFO: Epoch: [11] [2660/3251] learning_rate: 0.193186 loss_vfl: 0.827633 loss_bbox: 0.277045 loss_dfl: 0.183259 loss: 1.337860 eta: 7 days, 4:30:37 batch_cost: 2.0984 data_cost: 0.0010 ips: 13.3437 images/s [11/12 14:35:16] ppdet.engine INFO: Epoch: [11] [2680/3251] learning_rate: 0.193179 loss_vfl: 0.808746 loss_bbox: 0.309523 loss_dfl: 0.192359 loss: 1.363009 eta: 7 days, 4:29:52 batch_cost: 2.1503 data_cost: 0.0009 ips: 13.0215 images/s [11/12 14:36:02] ppdet.engine INFO: Epoch: [11] [2700/3251] learning_rate: 0.193172 loss_vfl: 0.840842 loss_bbox: 0.276768 loss_dfl: 0.187054 loss: 1.280862 eta: 7 days, 4:29:16 batch_cost: 2.2163 data_cost: 0.0009 ips: 12.6335 images/s [11/12 14:36:45] ppdet.engine INFO: Epoch: [11] [2720/3251] learning_rate: 0.193165 loss_vfl: 0.827080 loss_bbox: 0.294340 loss_dfl: 0.193873 loss: 1.327120 eta: 7 days, 4:28:12 batch_cost: 2.0292 data_cost: 0.0010 ips: 13.7984 images/s [11/12 14:37:32] ppdet.engine INFO: Epoch: [11] [2740/3251] learning_rate: 0.193158 loss_vfl: 0.850680 loss_bbox: 0.289443 loss_dfl: 0.188119 loss: 1.356275 eta: 7 days, 4:27:35 batch_cost: 2.2067 data_cost: 0.0009 ips: 12.6888 images/s [11/12 14:38:19] ppdet.engine INFO: Epoch: [11] [2760/3251] learning_rate: 0.193151 loss_vfl: 0.847686 loss_bbox: 0.315363 loss_dfl: 0.190149 loss: 1.364081 eta: 7 days, 4:27:02 batch_cost: 2.2412 data_cost: 0.0010 ips: 12.4936 images/s [11/12 14:39:06] ppdet.engine INFO: Epoch: [11] [2780/3251] learning_rate: 0.193144 loss_vfl: 0.839577 loss_bbox: 0.312547 loss_dfl: 0.205416 loss: 1.365327 eta: 7 days, 4:26:22 batch_cost: 2.1879 data_cost: 0.0010 ips: 12.7979 images/s [11/12 14:39:52] ppdet.engine INFO: Epoch: [11] [2800/3251] learning_rate: 0.193137 loss_vfl: 0.859794 loss_bbox: 0.291977 loss_dfl: 0.186646 loss: 1.312557 eta: 7 days, 4:25:46 batch_cost: 2.2113 data_cost: 0.0011 ips: 12.6625 images/s [11/12 14:40:38] ppdet.engine INFO: Epoch: [11] [2820/3251] learning_rate: 0.193130 loss_vfl: 0.842671 loss_bbox: 0.270727 loss_dfl: 0.179939 loss: 1.322099 eta: 7 days, 4:24:55 batch_cost: 2.1177 data_cost: 0.0012 ips: 13.2218 images/s [11/12 14:41:23] ppdet.engine INFO: Epoch: [11] [2840/3251] learning_rate: 0.193123 loss_vfl: 0.835192 loss_bbox: 0.318533 loss_dfl: 0.204398 loss: 1.377650 eta: 7 days, 4:24:02 batch_cost: 2.1018 data_cost: 0.0010 ips: 13.3220 images/s [11/12 14:42:10] ppdet.engine INFO: Epoch: [11] [2860/3251] learning_rate: 0.193116 loss_vfl: 0.839668 loss_bbox: 0.302485 loss_dfl: 0.181593 loss: 1.303707 eta: 7 days, 4:23:15 batch_cost: 2.1386 data_cost: 0.0016 ips: 13.0929 images/s [11/12 14:42:55] ppdet.engine INFO: Epoch: [11] [2880/3251] learning_rate: 0.193109 loss_vfl: 0.863510 loss_bbox: 0.281193 loss_dfl: 0.177661 loss: 1.330296 eta: 7 days, 4:22:19 batch_cost: 2.0792 data_cost: 0.0009 ips: 13.4665 images/s [11/12 14:43:40] ppdet.engine INFO: Epoch: [11] [2900/3251] learning_rate: 0.193102 loss_vfl: 0.865689 loss_bbox: 0.308077 loss_dfl: 0.196761 loss: 1.367690 eta: 7 days, 4:21:24 batch_cost: 2.0935 data_cost: 0.0010 ips: 13.3747 images/s [11/12 14:44:28] ppdet.engine INFO: Epoch: [11] [2920/3251] learning_rate: 0.193095 loss_vfl: 0.834200 loss_bbox: 0.298857 loss_dfl: 0.187702 loss: 1.334813 eta: 7 days, 4:20:53 batch_cost: 2.2449 data_cost: 0.0009 ips: 12.4730 images/s [11/12 14:45:13] ppdet.engine INFO: Epoch: [11] [2940/3251] learning_rate: 0.193088 loss_vfl: 0.869429 loss_bbox: 0.279479 loss_dfl: 0.177135 loss: 1.325076 eta: 7 days, 4:20:11 batch_cost: 2.1740 data_cost: 0.0010 ips: 12.8793 images/s [11/12 14:45:59] ppdet.engine INFO: Epoch: [11] [2960/3251] learning_rate: 0.193081 loss_vfl: 0.849101 loss_bbox: 0.287509 loss_dfl: 0.182708 loss: 1.298987 eta: 7 days, 4:19:28 batch_cost: 2.1724 data_cost: 0.0014 ips: 12.8890 images/s [11/12 14:46:46] ppdet.engine INFO: Epoch: [11] [2980/3251] learning_rate: 0.193074 loss_vfl: 0.848448 loss_bbox: 0.317107 loss_dfl: 0.192612 loss: 1.345727 eta: 7 days, 4:18:59 batch_cost: 2.2616 data_cost: 0.0012 ips: 12.3804 images/s [11/12 14:47:31] ppdet.engine INFO: Epoch: [11] [3000/3251] learning_rate: 0.193067 loss_vfl: 0.837033 loss_bbox: 0.300469 loss_dfl: 0.188590 loss: 1.342867 eta: 7 days, 4:18:08 batch_cost: 2.1119 data_cost: 0.0009 ips: 13.2581 images/s [11/12 14:48:15] ppdet.engine INFO: Epoch: [11] [3020/3251] learning_rate: 0.193060 loss_vfl: 0.844932 loss_bbox: 0.322855 loss_dfl: 0.190123 loss: 1.376121 eta: 7 days, 4:17:16 batch_cost: 2.1081 data_cost: 0.0010 ips: 13.2820 images/s [11/12 14:49:02] ppdet.engine INFO: Epoch: [11] [3040/3251] learning_rate: 0.193053 loss_vfl: 0.866149 loss_bbox: 0.311372 loss_dfl: 0.203961 loss: 1.399761 eta: 7 days, 4:16:38 batch_cost: 2.2045 data_cost: 0.0009 ips: 12.7010 images/s [11/12 14:49:47] ppdet.engine INFO: Epoch: [11] [3060/3251] learning_rate: 0.193045 loss_vfl: 0.854401 loss_bbox: 0.306815 loss_dfl: 0.191592 loss: 1.382996 eta: 7 days, 4:15:48 batch_cost: 2.1215 data_cost: 0.0011 ips: 13.1985 images/s [11/12 14:50:32] ppdet.engine INFO: Epoch: [11] [3080/3251] learning_rate: 0.193038 loss_vfl: 0.832340 loss_bbox: 0.317453 loss_dfl: 0.201857 loss: 1.363727 eta: 7 days, 4:15:04 batch_cost: 2.1639 data_cost: 0.0016 ips: 12.9395 images/s [11/12 14:51:20] ppdet.engine INFO: Epoch: [11] [3100/3251] learning_rate: 0.193031 loss_vfl: 0.827406 loss_bbox: 0.300004 loss_dfl: 0.193001 loss: 1.342086 eta: 7 days, 4:14:32 batch_cost: 2.2407 data_cost: 0.0010 ips: 12.4960 images/s [11/12 14:52:07] ppdet.engine INFO: Epoch: [11] [3120/3251] learning_rate: 0.193024 loss_vfl: 0.862316 loss_bbox: 0.307373 loss_dfl: 0.197537 loss: 1.372945 eta: 7 days, 4:13:42 batch_cost: 2.1207 data_cost: 0.0011 ips: 13.2030 images/s [11/12 14:52:52] ppdet.engine INFO: Epoch: [11] [3140/3251] learning_rate: 0.193017 loss_vfl: 0.862709 loss_bbox: 0.301627 loss_dfl: 0.194178 loss: 1.353342 eta: 7 days, 4:12:54 batch_cost: 2.1359 data_cost: 0.0009 ips: 13.1095 images/s [11/12 14:53:38] ppdet.engine INFO: Epoch: [11] [3160/3251] learning_rate: 0.193010 loss_vfl: 0.846798 loss_bbox: 0.323473 loss_dfl: 0.188940 loss: 1.341906 eta: 7 days, 4:12:15 batch_cost: 2.1969 data_cost: 0.0009 ips: 12.7454 images/s [11/12 14:54:24] ppdet.engine INFO: Epoch: [11] [3180/3251] learning_rate: 0.193003 loss_vfl: 0.834706 loss_bbox: 0.291672 loss_dfl: 0.185608 loss: 1.314075 eta: 7 days, 4:11:34 batch_cost: 2.1824 data_cost: 0.0016 ips: 12.8300 images/s [11/12 14:55:10] ppdet.engine INFO: Epoch: [11] [3200/3251] learning_rate: 0.192996 loss_vfl: 0.870961 loss_bbox: 0.274664 loss_dfl: 0.181929 loss: 1.331586 eta: 7 days, 4:10:57 batch_cost: 2.2054 data_cost: 0.0010 ips: 12.6963 images/s [11/12 14:55:57] ppdet.engine INFO: Epoch: [11] [3220/3251] learning_rate: 0.192989 loss_vfl: 0.871134 loss_bbox: 0.280227 loss_dfl: 0.189361 loss: 1.344369 eta: 7 days, 4:10:19 batch_cost: 2.2017 data_cost: 0.0010 ips: 12.7173 images/s [11/12 14:56:40] ppdet.engine INFO: Epoch: [11] [3240/3251] learning_rate: 0.192982 loss_vfl: 0.861883 loss_bbox: 0.303962 loss_dfl: 0.188382 loss: 1.358600 eta: 7 days, 4:09:02 batch_cost: 1.9365 data_cost: 0.0014 ips: 14.4593 images/s [11/12 14:56:58] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_lcnet_2_5x_640_mainbody [11/12 14:56:59] ppdet.engine INFO: Eval iter: 0 [11/12 14:57:46] ppdet.engine INFO: Eval iter: 100 [11/12 14:58:15] ppdet.engine INFO: Eval iter: 200 [11/12 14:58:41] ppdet.engine INFO: Eval iter: 300 [11/12 14:59:07] ppdet.engine INFO: Eval iter: 400 [11/12 14:59:33] ppdet.engine INFO: Eval iter: 500 [11/12 15:00:01] ppdet.engine INFO: Eval iter: 600 [11/12 15:00:28] ppdet.engine INFO: Eval iter: 700 [11/12 15:00:56] ppdet.engine INFO: Eval iter: 800 [11/12 15:01:23] ppdet.engine INFO: Eval iter: 900 [11/12 15:01:50] ppdet.engine INFO: Eval iter: 1000 [11/12 15:02:16] ppdet.engine INFO: Eval iter: 1100 [11/12 15:02:42] ppdet.engine INFO: Eval iter: 1200 [11/12 15:03:08] ppdet.engine INFO: Eval iter: 1300 [11/12 15:03:35] ppdet.engine INFO: Eval iter: 1400 [11/12 15:04:02] ppdet.engine INFO: Eval iter: 1500 [11/12 15:04:29] ppdet.engine INFO: Eval iter: 1600 [11/12 15:04:57] ppdet.engine INFO: Eval iter: 1700 [11/12 15:05:23] ppdet.engine INFO: Eval iter: 1800 [11/12 15:05:51] ppdet.engine INFO: Eval iter: 1900 [11/12 15:06:19] ppdet.engine INFO: Eval iter: 2000 [11/12 15:06:46] ppdet.engine INFO: Eval iter: 2100 [11/12 15:07:13] ppdet.engine INFO: Eval iter: 2200 [11/12 15:07:40] ppdet.engine INFO: Eval iter: 2300 [11/12 15:08:38] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json. loading annotations into memory... Done (t=2.18s) creating index... index created! [11/12 15:08:41] ppdet.metrics.coco_utils INFO: Start evaluate... Loading and preparing results... DONE (t=15.93s) creating index... index created! Running per image evaluation... Evaluate annotation type *bbox* DONE (t=371.93s). Accumulating evaluation results... DONE (t=29.37s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.372 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.573 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.392 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.187 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.404 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.503 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.079 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.377 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.576 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.327 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.596 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.744 [11/12 15:15:41] ppdet.engine INFO: Total sample number: 19074, averge FPS: 28.638389083823483 [11/12 15:15:41] ppdet.engine INFO: Best test bbox ap is 0.373. [11/12 15:15:43] ppdet.engine INFO: Epoch: [12] [ 0/3251] learning_rate: 0.192978 loss_vfl: 0.853837 loss_bbox: 0.291228 loss_dfl: 0.181093 loss: 1.331543 eta: 7 days, 4:06:54 batch_cost: 1.3618 data_cost: 0.0013 ips: 20.5611 images/s [11/12 15:16:30] ppdet.engine INFO: Epoch: [12] [ 20/3251] learning_rate: 0.192971 loss_vfl: 0.819325 loss_bbox: 0.289811 loss_dfl: 0.182007 loss: 1.312694 eta: 7 days, 4:06:15 batch_cost: 2.1949 data_cost: 0.0010 ips: 12.7569 images/s [11/12 15:17:18] ppdet.engine INFO: Epoch: [12] [ 40/3251] learning_rate: 0.192963 loss_vfl: 0.836071 loss_bbox: 0.309920 loss_dfl: 0.194880 loss: 1.352012 eta: 7 days, 4:05:56 batch_cost: 2.3332 data_cost: 0.0013 ips: 12.0005 images/s [11/12 15:18:07] ppdet.engine INFO: Epoch: [12] [ 60/3251] learning_rate: 0.192956 loss_vfl: 0.860834 loss_bbox: 0.297386 loss_dfl: 0.190393 loss: 1.368247 eta: 7 days, 4:05:40 batch_cost: 2.3527 data_cost: 0.0010 ips: 11.9014 images/s [11/12 15:18:55] ppdet.engine INFO: Epoch: [12] [ 80/3251] learning_rate: 0.192949 loss_vfl: 0.859812 loss_bbox: 0.293402 loss_dfl: 0.198387 loss: 1.358986 eta: 7 days, 4:05:07 batch_cost: 2.2341 data_cost: 0.0018 ips: 12.5331 images/s [11/12 15:19:41] ppdet.engine INFO: Epoch: [12] [ 100/3251] learning_rate: 0.192942 loss_vfl: 0.832267 loss_bbox: 0.326876 loss_dfl: 0.194040 loss: 1.384298 eta: 7 days, 4:04:29 batch_cost: 2.2058 data_cost: 0.0014 ips: 12.6937 images/s [11/12 15:20:28] ppdet.engine INFO: Epoch: [12] [ 120/3251] learning_rate: 0.192935 loss_vfl: 0.858947 loss_bbox: 0.276314 loss_dfl: 0.186213 loss: 1.324085 eta: 7 days, 4:03:50 batch_cost: 2.1920 data_cost: 0.0015 ips: 12.7737 images/s [11/12 15:21:15] ppdet.engine INFO: Epoch: [12] [ 140/3251] learning_rate: 0.192928 loss_vfl: 0.839531 loss_bbox: 0.330805 loss_dfl: 0.206098 loss: 1.366341 eta: 7 days, 4:03:17 batch_cost: 2.2343 data_cost: 0.0014 ips: 12.5316 images/s [11/12 15:22:01] ppdet.engine INFO: Epoch: [12] [ 160/3251] learning_rate: 0.192921 loss_vfl: 0.848577 loss_bbox: 0.330351 loss_dfl: 0.200628 loss: 1.354967 eta: 7 days, 4:02:29 batch_cost: 2.1365 data_cost: 0.0009 ips: 13.1054 images/s [11/12 15:22:47] ppdet.engine INFO: Epoch: [12] [ 180/3251] learning_rate: 0.192913 loss_vfl: 0.850968 loss_bbox: 0.293052 loss_dfl: 0.192596 loss: 1.320358 eta: 7 days, 4:01:47 batch_cost: 2.1726 data_cost: 0.0009 ips: 12.8879 images/s [11/12 15:23:34] ppdet.engine INFO: Epoch: [12] [ 200/3251] learning_rate: 0.192906 loss_vfl: 0.839945 loss_bbox: 0.281143 loss_dfl: 0.184987 loss: 1.317340 eta: 7 days, 4:01:05 batch_cost: 2.1797 data_cost: 0.0012 ips: 12.8456 images/s [11/12 15:24:20] ppdet.engine INFO: Epoch: [12] [ 220/3251] learning_rate: 0.192899 loss_vfl: 0.862472 loss_bbox: 0.282212 loss_dfl: 0.190261 loss: 1.342747 eta: 7 days, 4:00:32 batch_cost: 2.2380 data_cost: 0.0014 ips: 12.5114 images/s [11/12 15:25:06] ppdet.engine INFO: Epoch: [12] [ 240/3251] learning_rate: 0.192892 loss_vfl: 0.848076 loss_bbox: 0.314291 loss_dfl: 0.192227 loss: 1.405475 eta: 7 days, 3:59:30 batch_cost: 2.0346 data_cost: 0.0016 ips: 13.7617 images/s [11/12 15:25:51] ppdet.engine INFO: Epoch: [12] [ 260/3251] learning_rate: 0.192885 loss_vfl: 0.857815 loss_bbox: 0.301766 loss_dfl: 0.192474 loss: 1.356452 eta: 7 days, 3:58:44 batch_cost: 2.1490 data_cost: 0.0010 ips: 13.0293 images/s [11/12 15:26:40] ppdet.engine INFO: Epoch: [12] [ 280/3251] learning_rate: 0.192878 loss_vfl: 0.834429 loss_bbox: 0.320350 loss_dfl: 0.201935 loss: 1.397143 eta: 7 days, 3:58:10 batch_cost: 2.2316 data_cost: 0.0010 ips: 12.5473 images/s [11/12 15:27:26] ppdet.engine INFO: Epoch: [12] [ 300/3251] learning_rate: 0.192871 loss_vfl: 0.825551 loss_bbox: 0.344187 loss_dfl: 0.200239 loss: 1.365386 eta: 7 days, 3:57:28 batch_cost: 2.1725 data_cost: 0.0010 ips: 12.8883 images/s [11/12 15:28:11] ppdet.engine INFO: Epoch: [12] [ 320/3251] learning_rate: 0.192863 loss_vfl: 0.844175 loss_bbox: 0.329099 loss_dfl: 0.202953 loss: 1.376289 eta: 7 days, 3:56:40 batch_cost: 2.1354 data_cost: 0.0011 ips: 13.1122 images/s [11/12 15:28:56] ppdet.engine INFO: Epoch: [12] [ 340/3251] learning_rate: 0.192856 loss_vfl: 0.839799 loss_bbox: 0.311931 loss_dfl: 0.200950 loss: 1.347430 eta: 7 days, 3:55:52 batch_cost: 2.1307 data_cost: 0.0010 ips: 13.1411 images/s [11/12 15:29:44] ppdet.engine INFO: Epoch: [12] [ 360/3251] learning_rate: 0.192849 loss_vfl: 0.844351 loss_bbox: 0.315793 loss_dfl: 0.193759 loss: 1.332676 eta: 7 days, 3:55:07 batch_cost: 2.1561 data_cost: 0.0010 ips: 12.9867 images/s [11/12 15:30:31] ppdet.engine INFO: Epoch: [12] [ 380/3251] learning_rate: 0.192842 loss_vfl: 0.850274 loss_bbox: 0.306313 loss_dfl: 0.191152 loss: 1.375329 eta: 7 days, 3:54:21 batch_cost: 2.1456 data_cost: 0.0010 ips: 13.0500 images/s [11/12 15:31:15] ppdet.engine INFO: Epoch: [12] [ 400/3251] learning_rate: 0.192835 loss_vfl: 0.854011 loss_bbox: 0.256983 loss_dfl: 0.170474 loss: 1.284638 eta: 7 days, 3:53:35 batch_cost: 2.1479 data_cost: 0.0010 ips: 13.0362 images/s [11/12 15:32:02] ppdet.engine INFO: Epoch: [12] [ 420/3251] learning_rate: 0.192827 loss_vfl: 0.841078 loss_bbox: 0.273249 loss_dfl: 0.184697 loss: 1.305984 eta: 7 days, 3:52:55 batch_cost: 2.1886 data_cost: 0.0011 ips: 12.7934 images/s [11/12 15:32:49] ppdet.engine INFO: Epoch: [12] [ 440/3251] learning_rate: 0.192820 loss_vfl: 0.835894 loss_bbox: 0.269906 loss_dfl: 0.179618 loss: 1.311852 eta: 7 days, 3:52:11 batch_cost: 2.1677 data_cost: 0.0010 ips: 12.9170 images/s [11/12 15:33:35] ppdet.engine INFO: Epoch: [12] [ 460/3251] learning_rate: 0.192813 loss_vfl: 0.860407 loss_bbox: 0.263698 loss_dfl: 0.169930 loss: 1.298734 eta: 7 days, 3:51:23 batch_cost: 2.1309 data_cost: 0.0009 ips: 13.1401 images/s [11/12 15:34:20] ppdet.engine INFO: Epoch: [12] [ 480/3251] learning_rate: 0.192806 loss_vfl: 0.845099 loss_bbox: 0.344548 loss_dfl: 0.223848 loss: 1.401695 eta: 7 days, 3:50:28 batch_cost: 2.0825 data_cost: 0.0011 ips: 13.4452 images/s [11/12 15:35:07] ppdet.engine INFO: Epoch: [12] [ 500/3251] learning_rate: 0.192799 loss_vfl: 0.830155 loss_bbox: 0.327010 loss_dfl: 0.214429 loss: 1.380840 eta: 7 days, 3:50:01 batch_cost: 2.2847 data_cost: 0.0010 ips: 12.2555 images/s [11/12 15:35:53] ppdet.engine INFO: Epoch: [12] [ 520/3251] learning_rate: 0.192791 loss_vfl: 0.851624 loss_bbox: 0.339338 loss_dfl: 0.212755 loss: 1.385126 eta: 7 days, 3:49:16 batch_cost: 2.1499 data_cost: 0.0010 ips: 13.0239 images/s [11/12 15:36:38] ppdet.engine INFO: Epoch: [12] [ 540/3251] learning_rate: 0.192784 loss_vfl: 0.844272 loss_bbox: 0.276192 loss_dfl: 0.189098 loss: 1.310098 eta: 7 days, 3:48:23 batch_cost: 2.1038 data_cost: 0.0011 ips: 13.3091 images/s [11/12 15:37:24] ppdet.engine INFO: Epoch: [12] [ 560/3251] learning_rate: 0.192777 loss_vfl: 0.857294 loss_bbox: 0.331526 loss_dfl: 0.209702 loss: 1.384721 eta: 7 days, 3:47:31 batch_cost: 2.1033 data_cost: 0.0010 ips: 13.3124 images/s [11/12 15:38:10] ppdet.engine INFO: Epoch: [12] [ 580/3251] learning_rate: 0.192770 loss_vfl: 0.856458 loss_bbox: 0.306144 loss_dfl: 0.192592 loss: 1.371410 eta: 7 days, 3:46:35 batch_cost: 2.0740 data_cost: 0.0010 ips: 13.5004 images/s [11/12 15:38:56] ppdet.engine INFO: Epoch: [12] [ 600/3251] learning_rate: 0.192763 loss_vfl: 0.848554 loss_bbox: 0.316401 loss_dfl: 0.197401 loss: 1.314995 eta: 7 days, 3:45:51 batch_cost: 2.1666 data_cost: 0.0010 ips: 12.9232 images/s [11/12 15:39:40] ppdet.engine INFO: Epoch: [12] [ 620/3251] learning_rate: 0.192755 loss_vfl: 0.843068 loss_bbox: 0.296732 loss_dfl: 0.186964 loss: 1.324616 eta: 7 days, 3:44:52 batch_cost: 2.0528 data_cost: 0.0010 ips: 13.6400 images/s [11/12 15:40:28] ppdet.engine INFO: Epoch: [12] [ 640/3251] learning_rate: 0.192748 loss_vfl: 0.855946 loss_bbox: 0.304218 loss_dfl: 0.194579 loss: 1.337186 eta: 7 days, 3:44:13 batch_cost: 2.1982 data_cost: 0.0015 ips: 12.7378 images/s [11/12 15:41:13] ppdet.engine INFO: Epoch: [12] [ 660/3251] learning_rate: 0.192741 loss_vfl: 0.853979 loss_bbox: 0.292576 loss_dfl: 0.193188 loss: 1.354020 eta: 7 days, 3:43:23 batch_cost: 2.1222 data_cost: 0.0010 ips: 13.1938 images/s [11/12 15:41:58] ppdet.engine INFO: Epoch: [12] [ 680/3251] learning_rate: 0.192734 loss_vfl: 0.821061 loss_bbox: 0.268802 loss_dfl: 0.177414 loss: 1.302810 eta: 7 days, 3:42:34 batch_cost: 2.1247 data_cost: 0.0014 ips: 13.1783 images/s [11/12 15:42:45] ppdet.engine INFO: Epoch: [12] [ 700/3251] learning_rate: 0.192727 loss_vfl: 0.867055 loss_bbox: 0.288215 loss_dfl: 0.196870 loss: 1.345252 eta: 7 days, 3:42:01 batch_cost: 2.2330 data_cost: 0.0010 ips: 12.5393 images/s [11/12 15:43:32] ppdet.engine INFO: Epoch: [12] [ 720/3251] learning_rate: 0.192719 loss_vfl: 0.830798 loss_bbox: 0.325683 loss_dfl: 0.212541 loss: 1.384853 eta: 7 days, 3:41:21 batch_cost: 2.1894 data_cost: 0.0011 ips: 12.7886 images/s [11/12 15:44:19] ppdet.engine INFO: Epoch: [12] [ 740/3251] learning_rate: 0.192712 loss_vfl: 0.849663 loss_bbox: 0.292050 loss_dfl: 0.205666 loss: 1.326374 eta: 7 days, 3:40:45 batch_cost: 2.2173 data_cost: 0.0011 ips: 12.6279 images/s [11/12 15:45:06] ppdet.engine INFO: Epoch: [12] [ 760/3251] learning_rate: 0.192705 loss_vfl: 0.845483 loss_bbox: 0.310752 loss_dfl: 0.199396 loss: 1.356571 eta: 7 days, 3:40:02 batch_cost: 2.1686 data_cost: 0.0010 ips: 12.9118 images/s [11/12 15:45:53] ppdet.engine INFO: Epoch: [12] [ 780/3251] learning_rate: 0.192698 loss_vfl: 0.851411 loss_bbox: 0.285033 loss_dfl: 0.190393 loss: 1.330888 eta: 7 days, 3:39:23 batch_cost: 2.2014 data_cost: 0.0010 ips: 12.7192 images/s [11/12 15:46:40] ppdet.engine INFO: Epoch: [12] [ 800/3251] learning_rate: 0.192690 loss_vfl: 0.878932 loss_bbox: 0.295608 loss_dfl: 0.203362 loss: 1.399345 eta: 7 days, 3:38:50 batch_cost: 2.2322 data_cost: 0.0009 ips: 12.5438 images/s [11/12 15:47:26] ppdet.engine INFO: Epoch: [12] [ 820/3251] learning_rate: 0.192683 loss_vfl: 0.866420 loss_bbox: 0.321876 loss_dfl: 0.197245 loss: 1.379770 eta: 7 days, 3:38:09 batch_cost: 2.1854 data_cost: 0.0011 ips: 12.8122 images/s [11/12 15:48:12] ppdet.engine INFO: Epoch: [12] [ 840/3251] learning_rate: 0.192676 loss_vfl: 0.851265 loss_bbox: 0.310326 loss_dfl: 0.194235 loss: 1.360910 eta: 7 days, 3:37:28 batch_cost: 2.1796 data_cost: 0.0010 ips: 12.8466 images/s [11/12 15:48:59] ppdet.engine INFO: Epoch: [12] [ 860/3251] learning_rate: 0.192669 loss_vfl: 0.843250 loss_bbox: 0.343067 loss_dfl: 0.216146 loss: 1.362339 eta: 7 days, 3:36:41 batch_cost: 2.1412 data_cost: 0.0009 ips: 13.0765 images/s [11/12 15:49:44] ppdet.engine INFO: Epoch: [12] [ 880/3251] learning_rate: 0.192661 loss_vfl: 0.815403 loss_bbox: 0.269338 loss_dfl: 0.185402 loss: 1.294186 eta: 7 days, 3:35:47 batch_cost: 2.0901 data_cost: 0.0019 ips: 13.3967 images/s [11/12 15:50:31] ppdet.engine INFO: Epoch: [12] [ 900/3251] learning_rate: 0.192654 loss_vfl: 0.826172 loss_bbox: 0.290979 loss_dfl: 0.191976 loss: 1.316741 eta: 7 days, 3:35:06 batch_cost: 2.1822 data_cost: 0.0010 ips: 12.8309 images/s [11/12 15:51:16] ppdet.engine INFO: Epoch: [12] [ 920/3251] learning_rate: 0.192647 loss_vfl: 0.855596 loss_bbox: 0.320033 loss_dfl: 0.209331 loss: 1.383355 eta: 7 days, 3:34:14 batch_cost: 2.1051 data_cost: 0.0010 ips: 13.3011 images/s [11/12 15:52:01] ppdet.engine INFO: Epoch: [12] [ 940/3251] learning_rate: 0.192639 loss_vfl: 0.863142 loss_bbox: 0.314086 loss_dfl: 0.206365 loss: 1.372150 eta: 7 days, 3:33:19 batch_cost: 2.0856 data_cost: 0.0013 ips: 13.4257 images/s [11/12 15:52:47] ppdet.engine INFO: Epoch: [12] [ 960/3251] learning_rate: 0.192632 loss_vfl: 0.842150 loss_bbox: 0.292143 loss_dfl: 0.192498 loss: 1.323804 eta: 7 days, 3:32:34 batch_cost: 2.1556 data_cost: 0.0011 ips: 12.9895 images/s [11/12 15:53:32] ppdet.engine INFO: Epoch: [12] [ 980/3251] learning_rate: 0.192625 loss_vfl: 0.855752 loss_bbox: 0.291010 loss_dfl: 0.189459 loss: 1.374120 eta: 7 days, 3:31:37 batch_cost: 2.0706 data_cost: 0.0011 ips: 13.5228 images/s [11/12 15:54:17] ppdet.engine INFO: Epoch: [12] [1000/3251] learning_rate: 0.192618 loss_vfl: 0.833027 loss_bbox: 0.298383 loss_dfl: 0.199958 loss: 1.321034 eta: 7 days, 3:30:52 batch_cost: 2.1544 data_cost: 0.0009 ips: 12.9964 images/s [11/12 15:55:04] ppdet.engine INFO: Epoch: [12] [1020/3251] learning_rate: 0.192610 loss_vfl: 0.856021 loss_bbox: 0.360197 loss_dfl: 0.215880 loss: 1.419640 eta: 7 days, 3:30:12 batch_cost: 2.1882 data_cost: 0.0010 ips: 12.7962 images/s [11/12 15:55:50] ppdet.engine INFO: Epoch: [12] [1040/3251] learning_rate: 0.192603 loss_vfl: 0.867534 loss_bbox: 0.290236 loss_dfl: 0.182732 loss: 1.325047 eta: 7 days, 3:29:22 batch_cost: 2.1163 data_cost: 0.0010 ips: 13.2304 images/s [11/12 15:56:35] ppdet.engine INFO: Epoch: [12] [1060/3251] learning_rate: 0.192596 loss_vfl: 0.829286 loss_bbox: 0.352201 loss_dfl: 0.207935 loss: 1.383577 eta: 7 days, 3:28:38 batch_cost: 2.1605 data_cost: 0.0012 ips: 12.9602 images/s [11/12 15:57:22] ppdet.engine INFO: Epoch: [12] [1080/3251] learning_rate: 0.192588 loss_vfl: 0.850900 loss_bbox: 0.305413 loss_dfl: 0.200258 loss: 1.338150 eta: 7 days, 3:28:02 batch_cost: 2.2167 data_cost: 0.0010 ips: 12.6315 images/s [11/12 15:58:10] ppdet.engine INFO: Epoch: [12] [1100/3251] learning_rate: 0.192581 loss_vfl: 0.826967 loss_bbox: 0.299468 loss_dfl: 0.186022 loss: 1.306096 eta: 7 days, 3:27:30 batch_cost: 2.2449 data_cost: 0.0010 ips: 12.4729 images/s [11/12 15:58:57] ppdet.engine INFO: Epoch: [12] [1120/3251] learning_rate: 0.192574 loss_vfl: 0.833520 loss_bbox: 0.330430 loss_dfl: 0.203697 loss: 1.362406 eta: 7 days, 3:26:54 batch_cost: 2.2212 data_cost: 0.0010 ips: 12.6060 images/s [11/12 15:59:45] ppdet.engine INFO: Epoch: [12] [1140/3251] learning_rate: 0.192566 loss_vfl: 0.844371 loss_bbox: 0.308063 loss_dfl: 0.195053 loss: 1.329140 eta: 7 days, 3:26:26 batch_cost: 2.2717 data_cost: 0.0011 ips: 12.3255 images/s [11/12 16:00:29] ppdet.engine INFO: Epoch: [12] [1160/3251] learning_rate: 0.192559 loss_vfl: 0.849620 loss_bbox: 0.282165 loss_dfl: 0.182757 loss: 1.312031 eta: 7 days, 3:25:31 batch_cost: 2.0856 data_cost: 0.0010 ips: 13.4252 images/s [11/12 16:01:17] ppdet.engine INFO: Epoch: [12] [1180/3251] learning_rate: 0.192552 loss_vfl: 0.854197 loss_bbox: 0.275717 loss_dfl: 0.172667 loss: 1.313892 eta: 7 days, 3:24:54 batch_cost: 2.2124 data_cost: 0.0016 ips: 12.6558 images/s [11/12 16:02:05] ppdet.engine INFO: Epoch: [12] [1200/3251] learning_rate: 0.192545 loss_vfl: 0.866315 loss_bbox: 0.291745 loss_dfl: 0.194409 loss: 1.351562 eta: 7 days, 3:24:13 batch_cost: 2.1826 data_cost: 0.0151 ips: 12.8287 images/s [11/12 16:02:48] ppdet.engine INFO: Epoch: [12] [1220/3251] learning_rate: 0.192537 loss_vfl: 0.859188 loss_bbox: 0.320945 loss_dfl: 0.197469 loss: 1.371949 eta: 7 days, 3:23:17 batch_cost: 2.0713 data_cost: 0.0010 ips: 13.5179 images/s [11/12 16:03:34] ppdet.engine INFO: Epoch: [12] [1240/3251] learning_rate: 0.192530 loss_vfl: 0.853233 loss_bbox: 0.266969 loss_dfl: 0.172747 loss: 1.313577 eta: 7 days, 3:22:38 batch_cost: 2.1990 data_cost: 0.0010 ips: 12.7331 images/s [11/12 16:04:20] ppdet.engine INFO: Epoch: [12] [1260/3251] learning_rate: 0.192523 loss_vfl: 0.843820 loss_bbox: 0.271105 loss_dfl: 0.175093 loss: 1.294276 eta: 7 days, 3:21:48 batch_cost: 2.1212 data_cost: 0.0009 ips: 13.2002 images/s [11/12 16:05:08] ppdet.engine INFO: Epoch: [12] [1280/3251] learning_rate: 0.192515 loss_vfl: 0.834249 loss_bbox: 0.319708 loss_dfl: 0.204090 loss: 1.328081 eta: 7 days, 3:21:15 batch_cost: 2.2385 data_cost: 0.0010 ips: 12.5086 images/s [11/12 16:05:54] ppdet.engine INFO: Epoch: [12] [1300/3251] learning_rate: 0.192508 loss_vfl: 0.854952 loss_bbox: 0.308045 loss_dfl: 0.202210 loss: 1.370842 eta: 7 days, 3:20:36 batch_cost: 2.1928 data_cost: 0.0010 ips: 12.7689 images/s [11/12 16:06:40] ppdet.engine INFO: Epoch: [12] [1320/3251] learning_rate: 0.192501 loss_vfl: 0.854668 loss_bbox: 0.314668 loss_dfl: 0.199238 loss: 1.362672 eta: 7 days, 3:19:51 batch_cost: 2.1534 data_cost: 0.0009 ips: 13.0029 images/s [11/12 16:07:27] ppdet.engine INFO: Epoch: [12] [1340/3251] learning_rate: 0.192493 loss_vfl: 0.849181 loss_bbox: 0.338765 loss_dfl: 0.205262 loss: 1.367335 eta: 7 days, 3:19:20 batch_cost: 2.2553 data_cost: 0.0010 ips: 12.4154 images/s [11/12 16:08:15] ppdet.engine INFO: Epoch: [12] [1360/3251] learning_rate: 0.192486 loss_vfl: 0.846581 loss_bbox: 0.271667 loss_dfl: 0.184697 loss: 1.292364 eta: 7 days, 3:18:42 batch_cost: 2.2015 data_cost: 0.0010 ips: 12.7188 images/s [11/12 16:09:00] ppdet.engine INFO: Epoch: [12] [1380/3251] learning_rate: 0.192478 loss_vfl: 0.860067 loss_bbox: 0.295357 loss_dfl: 0.188343 loss: 1.331519 eta: 7 days, 3:17:52 batch_cost: 2.1201 data_cost: 0.0009 ips: 13.2070 images/s [11/12 16:09:45] ppdet.engine INFO: Epoch: [12] [1400/3251] learning_rate: 0.192471 loss_vfl: 0.830745 loss_bbox: 0.288417 loss_dfl: 0.187106 loss: 1.295592 eta: 7 days, 3:17:07 batch_cost: 2.1537 data_cost: 0.0010 ips: 13.0007 images/s [11/12 16:10:31] ppdet.engine INFO: Epoch: [12] [1420/3251] learning_rate: 0.192464 loss_vfl: 0.836864 loss_bbox: 0.325412 loss_dfl: 0.200999 loss: 1.371774 eta: 7 days, 3:16:32 batch_cost: 2.2234 data_cost: 0.0009 ips: 12.5931 images/s [11/12 16:11:15] ppdet.engine INFO: Epoch: [12] [1440/3251] learning_rate: 0.192456 loss_vfl: 0.843537 loss_bbox: 0.319424 loss_dfl: 0.211952 loss: 1.379904 eta: 7 days, 3:15:28 batch_cost: 2.0215 data_cost: 0.0009 ips: 13.8512 images/s [11/12 16:12:03] ppdet.engine INFO: Epoch: [12] [1460/3251] learning_rate: 0.192449 loss_vfl: 0.823668 loss_bbox: 0.320191 loss_dfl: 0.201297 loss: 1.352648 eta: 7 days, 3:15:00 batch_cost: 2.2744 data_cost: 0.0010 ips: 12.3111 images/s [11/12 16:12:49] ppdet.engine INFO: Epoch: [12] [1480/3251] learning_rate: 0.192442 loss_vfl: 0.854203 loss_bbox: 0.307093 loss_dfl: 0.187189 loss: 1.347915 eta: 7 days, 3:14:15 batch_cost: 2.1571 data_cost: 0.0009 ips: 12.9805 images/s [11/12 16:13:34] ppdet.engine INFO: Epoch: [12] [1500/3251] learning_rate: 0.192434 loss_vfl: 0.831596 loss_bbox: 0.308827 loss_dfl: 0.190239 loss: 1.341179 eta: 7 days, 3:13:25 batch_cost: 2.1184 data_cost: 0.0026 ips: 13.2173 images/s [11/12 16:14:20] ppdet.engine INFO: Epoch: [12] [1520/3251] learning_rate: 0.192427 loss_vfl: 0.850676 loss_bbox: 0.313719 loss_dfl: 0.194431 loss: 1.383453 eta: 7 days, 3:12:37 batch_cost: 2.1338 data_cost: 0.0019 ips: 13.1218 images/s [11/12 16:15:04] ppdet.engine INFO: Epoch: [12] [1540/3251] learning_rate: 0.192420 loss_vfl: 0.860023 loss_bbox: 0.273969 loss_dfl: 0.187008 loss: 1.325750 eta: 7 days, 3:11:37 batch_cost: 2.0408 data_cost: 0.0010 ips: 13.7201 images/s [11/12 16:15:49] ppdet.engine INFO: Epoch: [12] [1560/3251] learning_rate: 0.192412 loss_vfl: 0.843637 loss_bbox: 0.290918 loss_dfl: 0.196304 loss: 1.311695 eta: 7 days, 3:10:42 batch_cost: 2.0829 data_cost: 0.0011 ips: 13.4428 images/s [11/12 16:16:33] ppdet.engine INFO: Epoch: [12] [1580/3251] learning_rate: 0.192405 loss_vfl: 0.826686 loss_bbox: 0.296584 loss_dfl: 0.192011 loss: 1.335355 eta: 7 days, 3:09:45 batch_cost: 2.0677 data_cost: 0.0010 ips: 13.5417 images/s [11/12 16:17:19] ppdet.engine INFO: Epoch: [12] [1600/3251] learning_rate: 0.192397 loss_vfl: 0.847324 loss_bbox: 0.298980 loss_dfl: 0.180464 loss: 1.332753 eta: 7 days, 3:09:02 batch_cost: 2.1690 data_cost: 0.0016 ips: 12.9092 images/s [11/12 16:18:04] ppdet.engine INFO: Epoch: [12] [1620/3251] learning_rate: 0.192390 loss_vfl: 0.848780 loss_bbox: 0.314473 loss_dfl: 0.187251 loss: 1.333730 eta: 7 days, 3:08:08 batch_cost: 2.0913 data_cost: 0.0012 ips: 13.3889 images/s [11/12 16:18:50] ppdet.engine INFO: Epoch: [12] [1640/3251] learning_rate: 0.192383 loss_vfl: 0.843070 loss_bbox: 0.315269 loss_dfl: 0.201356 loss: 1.371432 eta: 7 days, 3:07:21 batch_cost: 2.1435 data_cost: 0.0012 ips: 13.0630 images/s [11/12 16:19:38] ppdet.engine INFO: Epoch: [12] [1660/3251] learning_rate: 0.192375 loss_vfl: 0.860578 loss_bbox: 0.291641 loss_dfl: 0.186601 loss: 1.332258 eta: 7 days, 3:06:51 batch_cost: 2.2601 data_cost: 0.0010 ips: 12.3890 images/s [11/12 16:20:23] ppdet.engine INFO: Epoch: [12] [1680/3251] learning_rate: 0.192368 loss_vfl: 0.860494 loss_bbox: 0.302784 loss_dfl: 0.190580 loss: 1.348372 eta: 7 days, 3:06:03 batch_cost: 2.1283 data_cost: 0.0010 ips: 13.1558 images/s [11/12 16:21:10] ppdet.engine INFO: Epoch: [12] [1700/3251] learning_rate: 0.192360 loss_vfl: 0.835503 loss_bbox: 0.300172 loss_dfl: 0.195565 loss: 1.352415 eta: 7 days, 3:05:34 batch_cost: 2.2683 data_cost: 0.0012 ips: 12.3438 images/s [11/12 16:21:56] ppdet.engine INFO: Epoch: [12] [1720/3251] learning_rate: 0.192353 loss_vfl: 0.844693 loss_bbox: 0.275430 loss_dfl: 0.183801 loss: 1.319389 eta: 7 days, 3:04:49 batch_cost: 2.1556 data_cost: 0.0009 ips: 12.9896 images/s [11/12 16:22:44] ppdet.engine INFO: Epoch: [12] [1740/3251] learning_rate: 0.192346 loss_vfl: 0.847069 loss_bbox: 0.311745 loss_dfl: 0.205430 loss: 1.370543 eta: 7 days, 3:04:21 batch_cost: 2.2783 data_cost: 0.0009 ips: 12.2898 images/s [11/12 16:23:28] ppdet.engine INFO: Epoch: [12] [1760/3251] learning_rate: 0.192338 loss_vfl: 0.839868 loss_bbox: 0.328854 loss_dfl: 0.219964 loss: 1.386201 eta: 7 days, 3:03:16 batch_cost: 2.0105 data_cost: 0.0059 ips: 13.9270 images/s [11/12 16:24:15] ppdet.engine INFO: Epoch: [12] [1780/3251] learning_rate: 0.192331 loss_vfl: 0.864154 loss_bbox: 0.291830 loss_dfl: 0.194867 loss: 1.382240 eta: 7 days, 3:02:34 batch_cost: 2.1704 data_cost: 0.0009 ips: 12.9006 images/s [11/12 16:24:59] ppdet.engine INFO: Epoch: [12] [1800/3251] learning_rate: 0.192323 loss_vfl: 0.834449 loss_bbox: 0.311553 loss_dfl: 0.192569 loss: 1.325818 eta: 7 days, 3:01:45 batch_cost: 2.1268 data_cost: 0.0010 ips: 13.1656 images/s [11/12 16:25:47] ppdet.engine INFO: Epoch: [12] [1820/3251] learning_rate: 0.192316 loss_vfl: 0.841177 loss_bbox: 0.350855 loss_dfl: 0.220235 loss: 1.416476 eta: 7 days, 3:01:15 batch_cost: 2.2602 data_cost: 0.0014 ips: 12.3880 images/s [11/12 16:26:33] ppdet.engine INFO: Epoch: [12] [1840/3251] learning_rate: 0.192308 loss_vfl: 0.848822 loss_bbox: 0.305156 loss_dfl: 0.200451 loss: 1.386913 eta: 7 days, 3:00:38 batch_cost: 2.2104 data_cost: 0.0010 ips: 12.6674 images/s [11/12 16:27:18] ppdet.engine INFO: Epoch: [12] [1860/3251] learning_rate: 0.192301 loss_vfl: 0.850636 loss_bbox: 0.308397 loss_dfl: 0.193087 loss: 1.355639 eta: 7 days, 2:59:56 batch_cost: 2.1738 data_cost: 0.0011 ips: 12.8807 images/s [11/12 16:28:03] ppdet.engine INFO: Epoch: [12] [1880/3251] learning_rate: 0.192294 loss_vfl: 0.855420 loss_bbox: 0.291565 loss_dfl: 0.197715 loss: 1.387935 eta: 7 days, 2:59:09 batch_cost: 2.1417 data_cost: 0.0010 ips: 13.0737 images/s [11/12 16:28:49] ppdet.engine INFO: Epoch: [12] [1900/3251] learning_rate: 0.192286 loss_vfl: 0.831712 loss_bbox: 0.329678 loss_dfl: 0.202208 loss: 1.370982 eta: 7 days, 2:58:28 batch_cost: 2.1812 data_cost: 0.0010 ips: 12.8369 images/s [11/12 16:29:34] ppdet.engine INFO: Epoch: [12] [1920/3251] learning_rate: 0.192279 loss_vfl: 0.847336 loss_bbox: 0.291065 loss_dfl: 0.190692 loss: 1.352441 eta: 7 days, 2:57:41 batch_cost: 2.1430 data_cost: 0.0010 ips: 13.0656 images/s [11/12 16:30:19] ppdet.engine INFO: Epoch: [12] [1940/3251] learning_rate: 0.192271 loss_vfl: 0.850714 loss_bbox: 0.310055 loss_dfl: 0.198063 loss: 1.359649 eta: 7 days, 2:56:37 batch_cost: 2.0160 data_cost: 0.0010 ips: 13.8890 images/s [11/12 16:31:05] ppdet.engine INFO: Epoch: [12] [1960/3251] learning_rate: 0.192264 loss_vfl: 0.846300 loss_bbox: 0.260820 loss_dfl: 0.186031 loss: 1.318669 eta: 7 days, 2:55:57 batch_cost: 2.1898 data_cost: 0.0016 ips: 12.7863 images/s [11/12 16:31:50] ppdet.engine INFO: Epoch: [12] [1980/3251] learning_rate: 0.192256 loss_vfl: 0.847912 loss_bbox: 0.334151 loss_dfl: 0.202812 loss: 1.383034 eta: 7 days, 2:55:08 batch_cost: 2.1256 data_cost: 0.0011 ips: 13.1730 images/s [11/12 16:32:36] ppdet.engine INFO: Epoch: [12] [2000/3251] learning_rate: 0.192249 loss_vfl: 0.833846 loss_bbox: 0.303375 loss_dfl: 0.191323 loss: 1.323017 eta: 7 days, 2:54:16 batch_cost: 2.1000 data_cost: 0.0011 ips: 13.3335 images/s [11/12 16:33:21] ppdet.engine INFO: Epoch: [12] [2020/3251] learning_rate: 0.192241 loss_vfl: 0.858598 loss_bbox: 0.297279 loss_dfl: 0.191190 loss: 1.341095 eta: 7 days, 2:53:25 batch_cost: 2.1125 data_cost: 0.0010 ips: 13.2547 images/s [11/12 16:34:08] ppdet.engine INFO: Epoch: [12] [2040/3251] learning_rate: 0.192234 loss_vfl: 0.850378 loss_bbox: 0.281819 loss_dfl: 0.186477 loss: 1.329904 eta: 7 days, 2:52:35 batch_cost: 2.1177 data_cost: 0.0012 ips: 13.2218 images/s [11/12 16:34:54] ppdet.engine INFO: Epoch: [12] [2060/3251] learning_rate: 0.192226 loss_vfl: 0.823542 loss_bbox: 0.308237 loss_dfl: 0.195939 loss: 1.330471 eta: 7 days, 2:51:48 batch_cost: 2.1399 data_cost: 0.0025 ips: 13.0846 images/s [11/12 16:35:42] ppdet.engine INFO: Epoch: [12] [2080/3251] learning_rate: 0.192219 loss_vfl: 0.826351 loss_bbox: 0.281158 loss_dfl: 0.181596 loss: 1.296720 eta: 7 days, 2:51:15 batch_cost: 2.2365 data_cost: 0.0009 ips: 12.5193 images/s [11/12 16:36:29] ppdet.engine INFO: Epoch: [12] [2100/3251] learning_rate: 0.192212 loss_vfl: 0.843356 loss_bbox: 0.303632 loss_dfl: 0.189152 loss: 1.340049 eta: 7 days, 2:50:43 batch_cost: 2.2494 data_cost: 0.0016 ips: 12.4476 images/s [11/12 16:37:16] ppdet.engine INFO: Epoch: [12] [2120/3251] learning_rate: 0.192204 loss_vfl: 0.830404 loss_bbox: 0.316035 loss_dfl: 0.196216 loss: 1.342714 eta: 7 days, 2:50:12 batch_cost: 2.2529 data_cost: 0.0010 ips: 12.4283 images/s [11/12 16:38:00] ppdet.engine INFO: Epoch: [12] [2140/3251] learning_rate: 0.192197 loss_vfl: 0.844151 loss_bbox: 0.297112 loss_dfl: 0.191138 loss: 1.328659 eta: 7 days, 2:49:22 batch_cost: 2.1187 data_cost: 0.0009 ips: 13.2154 images/s [11/12 16:38:47] ppdet.engine INFO: Epoch: [12] [2160/3251] learning_rate: 0.192189 loss_vfl: 0.869789 loss_bbox: 0.282556 loss_dfl: 0.198856 loss: 1.341501 eta: 7 days, 2:48:43 batch_cost: 2.1997 data_cost: 0.0020 ips: 12.7290 images/s [11/12 16:39:34] ppdet.engine INFO: Epoch: [12] [2180/3251] learning_rate: 0.192182 loss_vfl: 0.850445 loss_bbox: 0.307959 loss_dfl: 0.195628 loss: 1.349458 eta: 7 days, 2:48:06 batch_cost: 2.2103 data_cost: 0.0010 ips: 12.6679 images/s [11/12 16:40:20] ppdet.engine INFO: Epoch: [12] [2200/3251] learning_rate: 0.192174 loss_vfl: 0.838658 loss_bbox: 0.291322 loss_dfl: 0.198381 loss: 1.313459 eta: 7 days, 2:47:17 batch_cost: 2.1200 data_cost: 0.0009 ips: 13.2074 images/s [11/12 16:41:06] ppdet.engine INFO: Epoch: [12] [2220/3251] learning_rate: 0.192167 loss_vfl: 0.844370 loss_bbox: 0.318950 loss_dfl: 0.199774 loss: 1.389516 eta: 7 days, 2:46:29 batch_cost: 2.1344 data_cost: 0.0010 ips: 13.1183 images/s [11/12 16:41:52] ppdet.engine INFO: Epoch: [12] [2240/3251] learning_rate: 0.192159 loss_vfl: 0.863288 loss_bbox: 0.297881 loss_dfl: 0.194821 loss: 1.357549 eta: 7 days, 2:45:46 batch_cost: 2.1701 data_cost: 0.0009 ips: 12.9029 images/s [11/12 16:42:38] ppdet.engine INFO: Epoch: [12] [2260/3251] learning_rate: 0.192152 loss_vfl: 0.858998 loss_bbox: 0.303709 loss_dfl: 0.192339 loss: 1.374442 eta: 7 days, 2:45:13 batch_cost: 2.2364 data_cost: 0.0012 ips: 12.5201 images/s [11/12 16:43:24] ppdet.engine INFO: Epoch: [12] [2280/3251] learning_rate: 0.192144 loss_vfl: 0.858236 loss_bbox: 0.295784 loss_dfl: 0.195829 loss: 1.365072 eta: 7 days, 2:44:27 batch_cost: 2.1482 data_cost: 0.0009 ips: 13.0342 images/s [11/12 16:44:12] ppdet.engine INFO: Epoch: [12] [2300/3251] learning_rate: 0.192137 loss_vfl: 0.850269 loss_bbox: 0.315004 loss_dfl: 0.195473 loss: 1.392730 eta: 7 days, 2:43:45 batch_cost: 2.1747 data_cost: 0.0011 ips: 12.8754 images/s [11/12 16:44:55] ppdet.engine INFO: Epoch: [12] [2320/3251] learning_rate: 0.192129 loss_vfl: 0.847228 loss_bbox: 0.267428 loss_dfl: 0.180110 loss: 1.328607 eta: 7 days, 2:42:42 batch_cost: 2.0275 data_cost: 0.0011 ips: 13.8099 images/s [11/12 16:45:43] ppdet.engine INFO: Epoch: [12] [2340/3251] learning_rate: 0.192122 loss_vfl: 0.837575 loss_bbox: 0.296528 loss_dfl: 0.187613 loss: 1.328037 eta: 7 days, 2:42:05 batch_cost: 2.2101 data_cost: 0.0010 ips: 12.6692 images/s [11/12 16:46:29] ppdet.engine INFO: Epoch: [12] [2360/3251] learning_rate: 0.192114 loss_vfl: 0.849170 loss_bbox: 0.318391 loss_dfl: 0.191708 loss: 1.360482 eta: 7 days, 2:41:26 batch_cost: 2.1950 data_cost: 0.0010 ips: 12.7562 images/s [11/12 16:47:15] ppdet.engine INFO: Epoch: [12] [2380/3251] learning_rate: 0.192106 loss_vfl: 0.855178 loss_bbox: 0.301310 loss_dfl: 0.194685 loss: 1.353595 eta: 7 days, 2:40:40 batch_cost: 2.1436 data_cost: 0.0010 ips: 13.0619 images/s [11/12 16:47:59] ppdet.engine INFO: Epoch: [12] [2400/3251] learning_rate: 0.192099 loss_vfl: 0.828701 loss_bbox: 0.257183 loss_dfl: 0.178280 loss: 1.312349 eta: 7 days, 2:39:44 batch_cost: 2.0793 data_cost: 0.0010 ips: 13.4661 images/s [11/12 16:48:46] ppdet.engine INFO: Epoch: [12] [2420/3251] learning_rate: 0.192091 loss_vfl: 0.841366 loss_bbox: 0.326935 loss_dfl: 0.202356 loss: 1.374798 eta: 7 days, 2:39:11 batch_cost: 2.2412 data_cost: 0.0009 ips: 12.4931 images/s [11/12 16:49:37] ppdet.engine INFO: Epoch: [12] [2440/3251] learning_rate: 0.192084 loss_vfl: 0.859038 loss_bbox: 0.288597 loss_dfl: 0.187783 loss: 1.333048 eta: 7 days, 2:38:52 batch_cost: 2.3372 data_cost: 0.0010 ips: 11.9800 images/s [11/12 16:50:22] ppdet.engine INFO: Epoch: [12] [2460/3251] learning_rate: 0.192076 loss_vfl: 0.840361 loss_bbox: 0.330036 loss_dfl: 0.202024 loss: 1.352979 eta: 7 days, 2:38:05 batch_cost: 2.1425 data_cost: 0.0013 ips: 13.0690 images/s [11/12 16:51:08] ppdet.engine INFO: Epoch: [12] [2480/3251] learning_rate: 0.192069 loss_vfl: 0.838694 loss_bbox: 0.315869 loss_dfl: 0.196340 loss: 1.368192 eta: 7 days, 2:37:27 batch_cost: 2.2042 data_cost: 0.0011 ips: 12.7032 images/s [11/12 16:51:54] ppdet.engine INFO: Epoch: [12] [2500/3251] learning_rate: 0.192061 loss_vfl: 0.843669 loss_bbox: 0.314724 loss_dfl: 0.192801 loss: 1.375115 eta: 7 days, 2:36:44 batch_cost: 2.1701 data_cost: 0.0009 ips: 12.9028 images/s [11/12 16:52:40] ppdet.engine INFO: Epoch: [12] [2520/3251] learning_rate: 0.192054 loss_vfl: 0.841011 loss_bbox: 0.276206 loss_dfl: 0.170835 loss: 1.317263 eta: 7 days, 2:36:01 batch_cost: 2.1656 data_cost: 0.0011 ips: 12.9296 images/s [11/12 16:53:26] ppdet.engine INFO: Epoch: [12] [2540/3251] learning_rate: 0.192046 loss_vfl: 0.857430 loss_bbox: 0.287678 loss_dfl: 0.186016 loss: 1.327278 eta: 7 days, 2:35:14 batch_cost: 2.1363 data_cost: 0.0009 ips: 13.1069 images/s Corrupt JPEG data: 33378 extraneous bytes before marker 0xe2 [11/12 16:54:12] ppdet.engine INFO: Epoch: [12] [2560/3251] learning_rate: 0.192039 loss_vfl: 0.861763 loss_bbox: 0.287497 loss_dfl: 0.186939 loss: 1.356880 eta: 7 days, 2:34:33 batch_cost: 2.1869 data_cost: 0.0010 ips: 12.8035 images/s [11/12 16:54:58] ppdet.engine INFO: Epoch: [12] [2580/3251] learning_rate: 0.192031 loss_vfl: 0.833636 loss_bbox: 0.285301 loss_dfl: 0.181979 loss: 1.319621 eta: 7 days, 2:33:52 batch_cost: 2.1785 data_cost: 0.0009 ips: 12.8531 images/s [11/12 16:55:44] ppdet.engine INFO: Epoch: [12] [2600/3251] learning_rate: 0.192023 loss_vfl: 0.849338 loss_bbox: 0.304985 loss_dfl: 0.198940 loss: 1.359092 eta: 7 days, 2:33:02 batch_cost: 2.1232 data_cost: 0.0010 ips: 13.1873 images/s [11/12 16:56:29] ppdet.engine INFO: Epoch: [12] [2620/3251] learning_rate: 0.192016 loss_vfl: 0.845024 loss_bbox: 0.311993 loss_dfl: 0.186604 loss: 1.362756 eta: 7 days, 2:32:12 batch_cost: 2.1159 data_cost: 0.0010 ips: 13.2333 images/s [11/12 16:57:15] ppdet.engine INFO: Epoch: [12] [2640/3251] learning_rate: 0.192008 loss_vfl: 0.841444 loss_bbox: 0.316186 loss_dfl: 0.192685 loss: 1.359460 eta: 7 days, 2:31:26 batch_cost: 2.1471 data_cost: 0.0010 ips: 13.0410 images/s [11/12 16:58:03] ppdet.engine INFO: Epoch: [12] [2660/3251] learning_rate: 0.192001 loss_vfl: 0.832592 loss_bbox: 0.319138 loss_dfl: 0.205860 loss: 1.334569 eta: 7 days, 2:30:49 batch_cost: 2.2081 data_cost: 0.0010 ips: 12.6807 images/s [11/12 16:58:48] ppdet.engine INFO: Epoch: [12] [2680/3251] learning_rate: 0.191993 loss_vfl: 0.844095 loss_bbox: 0.316714 loss_dfl: 0.202661 loss: 1.373858 eta: 7 days, 2:30:04 batch_cost: 2.1530 data_cost: 0.0010 ips: 13.0053 images/s [11/12 16:59:35] ppdet.engine INFO: Epoch: [12] [2700/3251] learning_rate: 0.191986 loss_vfl: 0.842889 loss_bbox: 0.324626 loss_dfl: 0.193407 loss: 1.363119 eta: 7 days, 2:29:27 batch_cost: 2.2112 data_cost: 0.0010 ips: 12.6629 images/s [11/12 17:00:20] ppdet.engine INFO: Epoch: [12] [2720/3251] learning_rate: 0.191978 loss_vfl: 0.835273 loss_bbox: 0.310867 loss_dfl: 0.194741 loss: 1.328986 eta: 7 days, 2:28:32 batch_cost: 2.0809 data_cost: 0.0011 ips: 13.4558 images/s [11/12 17:01:07] ppdet.engine INFO: Epoch: [12] [2740/3251] learning_rate: 0.191970 loss_vfl: 0.850701 loss_bbox: 0.303117 loss_dfl: 0.199096 loss: 1.347356 eta: 7 days, 2:28:02 batch_cost: 2.2682 data_cost: 0.0011 ips: 12.3447 images/s [11/12 17:01:53] ppdet.engine INFO: Epoch: [12] [2760/3251] learning_rate: 0.191963 loss_vfl: 0.854783 loss_bbox: 0.309702 loss_dfl: 0.185906 loss: 1.346218 eta: 7 days, 2:27:17 batch_cost: 2.1539 data_cost: 0.0009 ips: 12.9998 images/s [11/12 17:02:39] ppdet.engine INFO: Epoch: [12] [2780/3251] learning_rate: 0.191955 loss_vfl: 0.871107 loss_bbox: 0.313870 loss_dfl: 0.191847 loss: 1.386662 eta: 7 days, 2:26:30 batch_cost: 2.1329 data_cost: 0.0010 ips: 13.1277 images/s [11/12 17:03:24] ppdet.engine INFO: Epoch: [12] [2800/3251] learning_rate: 0.191948 loss_vfl: 0.868817 loss_bbox: 0.282794 loss_dfl: 0.189782 loss: 1.346555 eta: 7 days, 2:25:45 batch_cost: 2.1556 data_cost: 0.0017 ips: 12.9897 images/s [11/12 17:04:10] ppdet.engine INFO: Epoch: [12] [2820/3251] learning_rate: 0.191940 loss_vfl: 0.859778 loss_bbox: 0.341971 loss_dfl: 0.210833 loss: 1.427181 eta: 7 days, 2:25:02 batch_cost: 2.1680 data_cost: 0.0009 ips: 12.9151 images/s [11/12 17:04:56] ppdet.engine INFO: Epoch: [12] [2840/3251] learning_rate: 0.191932 loss_vfl: 0.857940 loss_bbox: 0.256534 loss_dfl: 0.185601 loss: 1.318736 eta: 7 days, 2:24:18 batch_cost: 2.1638 data_cost: 0.0009 ips: 12.9399 images/s [11/12 17:05:42] ppdet.engine INFO: Epoch: [12] [2860/3251] learning_rate: 0.191925 loss_vfl: 0.835755 loss_bbox: 0.323559 loss_dfl: 0.200747 loss: 1.362417 eta: 7 days, 2:23:35 batch_cost: 2.1641 data_cost: 0.0016 ips: 12.9386 images/s [11/12 17:06:29] ppdet.engine INFO: Epoch: [12] [2880/3251] learning_rate: 0.191917 loss_vfl: 0.860831 loss_bbox: 0.325984 loss_dfl: 0.197706 loss: 1.377312 eta: 7 days, 2:23:00 batch_cost: 2.2314 data_cost: 0.0010 ips: 12.5480 images/s [11/12 17:07:14] ppdet.engine INFO: Epoch: [12] [2900/3251] learning_rate: 0.191910 loss_vfl: 0.819380 loss_bbox: 0.287702 loss_dfl: 0.188543 loss: 1.307248 eta: 7 days, 2:22:08 batch_cost: 2.1012 data_cost: 0.0011 ips: 13.3259 images/s [11/12 17:08:01] ppdet.engine INFO: Epoch: [12] [2920/3251] learning_rate: 0.191902 loss_vfl: 0.821121 loss_bbox: 0.296714 loss_dfl: 0.204143 loss: 1.334365 eta: 7 days, 2:21:25 batch_cost: 2.1682 data_cost: 0.0013 ips: 12.9142 images/s [11/12 17:08:45] ppdet.engine INFO: Epoch: [12] [2940/3251] learning_rate: 0.191894 loss_vfl: 0.838631 loss_bbox: 0.300971 loss_dfl: 0.194176 loss: 1.335456 eta: 7 days, 2:20:26 batch_cost: 2.0500 data_cost: 0.0016 ips: 13.6584 images/s [11/12 17:09:31] ppdet.engine INFO: Epoch: [12] [2960/3251] learning_rate: 0.191887 loss_vfl: 0.846938 loss_bbox: 0.317234 loss_dfl: 0.207998 loss: 1.393913 eta: 7 days, 2:19:24 batch_cost: 2.0227 data_cost: 0.0010 ips: 13.8427 images/s [11/12 17:10:18] ppdet.engine INFO: Epoch: [12] [2980/3251] learning_rate: 0.191879 loss_vfl: 0.836622 loss_bbox: 0.304448 loss_dfl: 0.195093 loss: 1.334718 eta: 7 days, 2:18:55 batch_cost: 2.2744 data_cost: 0.0017 ips: 12.3111 images/s [11/12 17:11:05] ppdet.engine INFO: Epoch: [12] [3000/3251] learning_rate: 0.191872 loss_vfl: 0.842609 loss_bbox: 0.291076 loss_dfl: 0.194069 loss: 1.320747 eta: 7 days, 2:18:20 batch_cost: 2.2293 data_cost: 0.0011 ips: 12.5599 images/s [11/12 17:11:52] ppdet.engine INFO: Epoch: [12] [3020/3251] learning_rate: 0.191864 loss_vfl: 0.829850 loss_bbox: 0.311539 loss_dfl: 0.192439 loss: 1.379727 eta: 7 days, 2:17:52 batch_cost: 2.2784 data_cost: 0.0011 ips: 12.2891 images/s [11/12 17:12:38] ppdet.engine INFO: Epoch: [12] [3040/3251] learning_rate: 0.191856 loss_vfl: 0.853349 loss_bbox: 0.311508 loss_dfl: 0.189361 loss: 1.374682 eta: 7 days, 2:17:13 batch_cost: 2.1948 data_cost: 0.0010 ips: 12.7577 images/s [11/12 17:13:26] ppdet.engine INFO: Epoch: [12] [3060/3251] learning_rate: 0.191849 loss_vfl: 0.867371 loss_bbox: 0.310734 loss_dfl: 0.201860 loss: 1.393854 eta: 7 days, 2:16:40 batch_cost: 2.2421 data_cost: 0.0010 ips: 12.4880 images/s [11/12 17:14:10] ppdet.engine INFO: Epoch: [12] [3080/3251] learning_rate: 0.191841 loss_vfl: 0.840886 loss_bbox: 0.305417 loss_dfl: 0.184260 loss: 1.363909 eta: 7 days, 2:15:37 batch_cost: 2.0218 data_cost: 0.0010 ips: 13.8487 images/s [11/12 17:14:55] ppdet.engine INFO: Epoch: [12] [3100/3251] learning_rate: 0.191833 loss_vfl: 0.828602 loss_bbox: 0.289625 loss_dfl: 0.196172 loss: 1.322866 eta: 7 days, 2:14:45 batch_cost: 2.1007 data_cost: 0.0010 ips: 13.3286 images/s [11/12 17:15:43] ppdet.engine INFO: Epoch: [12] [3120/3251] learning_rate: 0.191826 loss_vfl: 0.861760 loss_bbox: 0.272597 loss_dfl: 0.182868 loss: 1.342243 eta: 7 days, 2:14:06 batch_cost: 2.1960 data_cost: 0.0015 ips: 12.7502 images/s [11/12 17:16:27] ppdet.engine INFO: Epoch: [12] [3140/3251] learning_rate: 0.191818 loss_vfl: 0.852015 loss_bbox: 0.303002 loss_dfl: 0.204554 loss: 1.351855 eta: 7 days, 2:13:15 batch_cost: 2.1137 data_cost: 0.0010 ips: 13.2468 images/s [11/12 17:17:13] ppdet.engine INFO: Epoch: [12] [3160/3251] learning_rate: 0.191810 loss_vfl: 0.839282 loss_bbox: 0.321971 loss_dfl: 0.211312 loss: 1.384087 eta: 7 days, 2:12:28 batch_cost: 2.1366 data_cost: 0.0014 ips: 13.1047 images/s [11/12 17:17:57] ppdet.engine INFO: Epoch: [12] [3180/3251] learning_rate: 0.191803 loss_vfl: 0.853497 loss_bbox: 0.304552 loss_dfl: 0.204195 loss: 1.346906 eta: 7 days, 2:11:33 batch_cost: 2.0767 data_cost: 0.0010 ips: 13.4828 images/s [11/12 17:18:42] ppdet.engine INFO: Epoch: [12] [3200/3251] learning_rate: 0.191795 loss_vfl: 0.862674 loss_bbox: 0.299269 loss_dfl: 0.194603 loss: 1.376652 eta: 7 days, 2:10:46 batch_cost: 2.1351 data_cost: 0.0010 ips: 13.1140 images/s [11/12 17:19:28] ppdet.engine INFO: Epoch: [12] [3220/3251] learning_rate: 0.191787 loss_vfl: 0.872213 loss_bbox: 0.310119 loss_dfl: 0.200096 loss: 1.402688 eta: 7 days, 2:10:02 batch_cost: 2.1643 data_cost: 0.0010 ips: 12.9372 images/s [11/12 17:20:11] ppdet.engine INFO: Epoch: [12] [3240/3251] learning_rate: 0.191780 loss_vfl: 0.826989 loss_bbox: 0.310647 loss_dfl: 0.199015 loss: 1.330050 eta: 7 days, 2:08:54 batch_cost: 1.9829 data_cost: 0.0017 ips: 14.1209 images/s [11/12 17:20:50] ppdet.engine INFO: Epoch: [13] [ 0/3251] learning_rate: 0.191775 loss_vfl: 0.831683 loss_bbox: 0.310647 loss_dfl: 0.200207 loss: 1.349204 eta: 7 days, 2:09:06 batch_cost: 2.2991 data_cost: 0.5010 ips: 12.1785 images/s [11/12 17:21:39] ppdet.engine INFO: Epoch: [13] [ 20/3251] learning_rate: 0.191768 loss_vfl: 0.846443 loss_bbox: 0.334158 loss_dfl: 0.205877 loss: 1.406818 eta: 7 days, 2:08:41 batch_cost: 2.3077 data_cost: 0.0012 ips: 12.1332 images/s [11/12 17:22:23] ppdet.engine INFO: Epoch: [13] [ 40/3251] learning_rate: 0.191760 loss_vfl: 0.841300 loss_bbox: 0.282813 loss_dfl: 0.179671 loss: 1.300899 eta: 7 days, 2:07:47 batch_cost: 2.0793 data_cost: 0.0014 ips: 13.4661 images/s [11/12 17:23:10] ppdet.engine INFO: Epoch: [13] [ 60/3251] learning_rate: 0.191752 loss_vfl: 0.831555 loss_bbox: 0.311707 loss_dfl: 0.204382 loss: 1.348503 eta: 7 days, 2:07:09 batch_cost: 2.2083 data_cost: 0.0010 ips: 12.6795 images/s [11/12 17:23:56] ppdet.engine INFO: Epoch: [13] [ 80/3251] learning_rate: 0.191745 loss_vfl: 0.852834 loss_bbox: 0.297820 loss_dfl: 0.201189 loss: 1.342402 eta: 7 days, 2:06:26 batch_cost: 2.1682 data_cost: 0.0015 ips: 12.9137 images/s [11/12 17:24:41] ppdet.engine INFO: Epoch: [13] [ 100/3251] learning_rate: 0.191737 loss_vfl: 0.824086 loss_bbox: 0.331561 loss_dfl: 0.206111 loss: 1.391430 eta: 7 days, 2:05:36 batch_cost: 2.1148 data_cost: 0.0010 ips: 13.2399 images/s [11/12 17:25:28] ppdet.engine INFO: Epoch: [13] [ 120/3251] learning_rate: 0.191729 loss_vfl: 0.856079 loss_bbox: 0.285053 loss_dfl: 0.179052 loss: 1.327556 eta: 7 days, 2:05:06 batch_cost: 2.2686 data_cost: 0.0010 ips: 12.3422 images/s [11/12 17:26:16] ppdet.engine INFO: Epoch: [13] [ 140/3251] learning_rate: 0.191722 loss_vfl: 0.839795 loss_bbox: 0.271726 loss_dfl: 0.180557 loss: 1.323856 eta: 7 days, 2:04:40 batch_cost: 2.2921 data_cost: 0.0011 ips: 12.2160 images/s [11/12 17:27:03] ppdet.engine INFO: Epoch: [13] [ 160/3251] learning_rate: 0.191714 loss_vfl: 0.841151 loss_bbox: 0.306416 loss_dfl: 0.186640 loss: 1.318846 eta: 7 days, 2:04:02 batch_cost: 2.2113 data_cost: 0.0011 ips: 12.6621 images/s [11/12 17:27:50] ppdet.engine INFO: Epoch: [13] [ 180/3251] learning_rate: 0.191706 loss_vfl: 0.858164 loss_bbox: 0.310188 loss_dfl: 0.189944 loss: 1.362561 eta: 7 days, 2:03:24 batch_cost: 2.2001 data_cost: 0.0012 ips: 12.7268 images/s [11/12 17:28:36] ppdet.engine INFO: Epoch: [13] [ 200/3251] learning_rate: 0.191699 loss_vfl: 0.823549 loss_bbox: 0.315816 loss_dfl: 0.201198 loss: 1.366647 eta: 7 days, 2:02:43 batch_cost: 2.1889 data_cost: 0.0010 ips: 12.7920 images/s [11/12 17:29:23] ppdet.engine INFO: Epoch: [13] [ 220/3251] learning_rate: 0.191691 loss_vfl: 0.838538 loss_bbox: 0.300453 loss_dfl: 0.184636 loss: 1.309412 eta: 7 days, 2:02:02 batch_cost: 2.1828 data_cost: 0.0011 ips: 12.8273 images/s [11/12 17:30:09] ppdet.engine INFO: Epoch: [13] [ 240/3251] learning_rate: 0.191683 loss_vfl: 0.855518 loss_bbox: 0.281524 loss_dfl: 0.176698 loss: 1.324312 eta: 7 days, 2:01:19 batch_cost: 2.1640 data_cost: 0.0012 ips: 12.9390 images/s [11/12 17:30:56] ppdet.engine INFO: Epoch: [13] [ 260/3251] learning_rate: 0.191675 loss_vfl: 0.868451 loss_bbox: 0.359046 loss_dfl: 0.212878 loss: 1.423743 eta: 7 days, 2:00:47 batch_cost: 2.2490 data_cost: 0.0010 ips: 12.4499 images/s [11/12 17:31:42] ppdet.engine INFO: Epoch: [13] [ 280/3251] learning_rate: 0.191668 loss_vfl: 0.872428 loss_bbox: 0.354068 loss_dfl: 0.208895 loss: 1.392909 eta: 7 days, 2:00:03 batch_cost: 2.1627 data_cost: 0.0009 ips: 12.9468 images/s [11/12 17:32:26] ppdet.engine INFO: Epoch: [13] [ 300/3251] learning_rate: 0.191660 loss_vfl: 0.830607 loss_bbox: 0.308462 loss_dfl: 0.195578 loss: 1.332196 eta: 7 days, 1:59:17 batch_cost: 2.1446 data_cost: 0.0012 ips: 13.0560 images/s [11/12 17:33:14] ppdet.engine INFO: Epoch: [13] [ 320/3251] learning_rate: 0.191652 loss_vfl: 0.856466 loss_bbox: 0.295218 loss_dfl: 0.189114 loss: 1.343167 eta: 7 days, 1:58:43 batch_cost: 2.2418 data_cost: 0.0010 ips: 12.4902 images/s [11/12 17:34:01] ppdet.engine INFO: Epoch: [13] [ 340/3251] learning_rate: 0.191644 loss_vfl: 0.828778 loss_bbox: 0.301635 loss_dfl: 0.206001 loss: 1.345317 eta: 7 days, 1:58:10 batch_cost: 2.2391 data_cost: 0.0010 ips: 12.5048 images/s [11/12 17:34:47] ppdet.engine INFO: Epoch: [13] [ 360/3251] learning_rate: 0.191637 loss_vfl: 0.847965 loss_bbox: 0.314934 loss_dfl: 0.200651 loss: 1.366353 eta: 7 days, 1:57:35 batch_cost: 2.2279 data_cost: 0.0011 ips: 12.5681 images/s [11/12 17:35:33] ppdet.engine INFO: Epoch: [13] [ 380/3251] learning_rate: 0.191629 loss_vfl: 0.839568 loss_bbox: 0.275438 loss_dfl: 0.187351 loss: 1.299182 eta: 7 days, 1:56:54 batch_cost: 2.1832 data_cost: 0.0009 ips: 12.8255 images/s [11/12 17:36:17] ppdet.engine INFO: Epoch: [13] [ 400/3251] learning_rate: 0.191621 loss_vfl: 0.852517 loss_bbox: 0.322041 loss_dfl: 0.205122 loss: 1.396752 eta: 7 days, 1:56:04 batch_cost: 2.1202 data_cost: 0.0010 ips: 13.2065 images/s [11/12 17:37:04] ppdet.engine INFO: Epoch: [13] [ 420/3251] learning_rate: 0.191614 loss_vfl: 0.828756 loss_bbox: 0.289105 loss_dfl: 0.194319 loss: 1.359348 eta: 7 days, 1:55:23 batch_cost: 2.1803 data_cost: 0.0010 ips: 12.8422 images/s [11/12 17:37:50] ppdet.engine INFO: Epoch: [13] [ 440/3251] learning_rate: 0.191606 loss_vfl: 0.860068 loss_bbox: 0.294379 loss_dfl: 0.188063 loss: 1.348069 eta: 7 days, 1:54:42 batch_cost: 2.1826 data_cost: 0.0009 ips: 12.8287 images/s [11/12 17:38:35] ppdet.engine INFO: Epoch: [13] [ 460/3251] learning_rate: 0.191598 loss_vfl: 0.853345 loss_bbox: 0.271495 loss_dfl: 0.177481 loss: 1.310843 eta: 7 days, 1:53:46 batch_cost: 2.0736 data_cost: 0.0013 ips: 13.5034 images/s [11/12 17:39:22] ppdet.engine INFO: Epoch: [13] [ 480/3251] learning_rate: 0.191590 loss_vfl: 0.840823 loss_bbox: 0.323122 loss_dfl: 0.202584 loss: 1.363925 eta: 7 days, 1:53:08 batch_cost: 2.2030 data_cost: 0.0010 ips: 12.7100 images/s [11/12 17:40:07] ppdet.engine INFO: Epoch: [13] [ 500/3251] learning_rate: 0.191583 loss_vfl: 0.843166 loss_bbox: 0.301309 loss_dfl: 0.187989 loss: 1.326621 eta: 7 days, 1:52:11 batch_cost: 2.0664 data_cost: 0.0010 ips: 13.5503 images/s [11/12 17:40:53] ppdet.engine INFO: Epoch: [13] [ 520/3251] learning_rate: 0.191575 loss_vfl: 0.838226 loss_bbox: 0.311692 loss_dfl: 0.208839 loss: 1.386533 eta: 7 days, 1:51:33 batch_cost: 2.2011 data_cost: 0.0009 ips: 12.7210 images/s [11/12 17:41:40] ppdet.engine INFO: Epoch: [13] [ 540/3251] learning_rate: 0.191567 loss_vfl: 0.833907 loss_bbox: 0.310940 loss_dfl: 0.204000 loss: 1.344565 eta: 7 days, 1:50:56 batch_cost: 2.2159 data_cost: 0.0009 ips: 12.6362 images/s [11/12 17:42:24] ppdet.engine INFO: Epoch: [13] [ 560/3251] learning_rate: 0.191559 loss_vfl: 0.845072 loss_bbox: 0.308691 loss_dfl: 0.199376 loss: 1.349015 eta: 7 days, 1:49:55 batch_cost: 2.0313 data_cost: 0.0010 ips: 13.7844 images/s [11/12 17:43:12] ppdet.engine INFO: Epoch: [13] [ 580/3251] learning_rate: 0.191551 loss_vfl: 0.841995 loss_bbox: 0.299078 loss_dfl: 0.200169 loss: 1.341269 eta: 7 days, 1:49:27 batch_cost: 2.2814 data_cost: 0.0013 ips: 12.2731 images/s [11/12 17:44:00] ppdet.engine INFO: Epoch: [13] [ 600/3251] learning_rate: 0.191544 loss_vfl: 0.845756 loss_bbox: 0.287151 loss_dfl: 0.185973 loss: 1.326410 eta: 7 days, 1:48:49 batch_cost: 2.2058 data_cost: 0.0010 ips: 12.6936 images/s [11/12 17:44:46] ppdet.engine INFO: Epoch: [13] [ 620/3251] learning_rate: 0.191536 loss_vfl: 0.843519 loss_bbox: 0.284407 loss_dfl: 0.181722 loss: 1.305722 eta: 7 days, 1:48:11 batch_cost: 2.2085 data_cost: 0.0013 ips: 12.6785 images/s [11/12 17:45:33] ppdet.engine INFO: Epoch: [13] [ 640/3251] learning_rate: 0.191528 loss_vfl: 0.836744 loss_bbox: 0.313141 loss_dfl: 0.193194 loss: 1.356290 eta: 7 days, 1:47:36 batch_cost: 2.2335 data_cost: 0.0009 ips: 12.5361 images/s [11/12 17:46:20] ppdet.engine INFO: Epoch: [13] [ 660/3251] learning_rate: 0.191520 loss_vfl: 0.851748 loss_bbox: 0.276173 loss_dfl: 0.178340 loss: 1.336802 eta: 7 days, 1:47:03 batch_cost: 2.2426 data_cost: 0.0010 ips: 12.4856 images/s [11/12 17:47:08] ppdet.engine INFO: Epoch: [13] [ 680/3251] learning_rate: 0.191513 loss_vfl: 0.830545 loss_bbox: 0.291845 loss_dfl: 0.194062 loss: 1.308774 eta: 7 days, 1:46:29 batch_cost: 2.2368 data_cost: 0.0010 ips: 12.5179 images/s [11/12 17:47:55] ppdet.engine INFO: Epoch: [13] [ 700/3251] learning_rate: 0.191505 loss_vfl: 0.844151 loss_bbox: 0.278667 loss_dfl: 0.187295 loss: 1.318258 eta: 7 days, 1:45:51 batch_cost: 2.2028 data_cost: 0.0010 ips: 12.7111 images/s [11/12 17:48:42] ppdet.engine INFO: Epoch: [13] [ 720/3251] learning_rate: 0.191497 loss_vfl: 0.865510 loss_bbox: 0.309430 loss_dfl: 0.194855 loss: 1.359615 eta: 7 days, 1:45:12 batch_cost: 2.2023 data_cost: 0.0009 ips: 12.7138 images/s [11/12 17:49:29] ppdet.engine INFO: Epoch: [13] [ 740/3251] learning_rate: 0.191489 loss_vfl: 0.846674 loss_bbox: 0.295807 loss_dfl: 0.194962 loss: 1.318712 eta: 7 days, 1:44:25 batch_cost: 2.1404 data_cost: 0.0010 ips: 13.0819 images/s [11/12 17:50:15] ppdet.engine INFO: Epoch: [13] [ 760/3251] learning_rate: 0.191481 loss_vfl: 0.861349 loss_bbox: 0.301772 loss_dfl: 0.189800 loss: 1.371639 eta: 7 days, 1:43:48 batch_cost: 2.2137 data_cost: 0.0009 ips: 12.6487 images/s [11/12 17:51:02] ppdet.engine INFO: Epoch: [13] [ 780/3251] learning_rate: 0.191474 loss_vfl: 0.833173 loss_bbox: 0.285132 loss_dfl: 0.179694 loss: 1.319934 eta: 7 days, 1:43:10 batch_cost: 2.2063 data_cost: 0.0016 ips: 12.6907 images/s [11/12 17:51:46] ppdet.engine INFO: Epoch: [13] [ 800/3251] learning_rate: 0.191466 loss_vfl: 0.816987 loss_bbox: 0.320753 loss_dfl: 0.192448 loss: 1.322837 eta: 7 days, 1:42:12 batch_cost: 2.0527 data_cost: 0.0009 ips: 13.6408 images/s [11/12 17:52:33] ppdet.engine INFO: Epoch: [13] [ 820/3251] learning_rate: 0.191458 loss_vfl: 0.849877 loss_bbox: 0.315235 loss_dfl: 0.207234 loss: 1.366200 eta: 7 days, 1:41:21 batch_cost: 2.1069 data_cost: 0.0012 ips: 13.2899 images/s [11/12 17:53:19] ppdet.engine INFO: Epoch: [13] [ 840/3251] learning_rate: 0.191450 loss_vfl: 0.844253 loss_bbox: 0.298704 loss_dfl: 0.192532 loss: 1.355614 eta: 7 days, 1:40:38 batch_cost: 2.1662 data_cost: 0.0010 ips: 12.9256 images/s [11/12 17:54:06] ppdet.engine INFO: Epoch: [13] [ 860/3251] learning_rate: 0.191442 loss_vfl: 0.858788 loss_bbox: 0.301711 loss_dfl: 0.200467 loss: 1.396593 eta: 7 days, 1:40:01 batch_cost: 2.2182 data_cost: 0.0010 ips: 12.6230 images/s [11/12 17:54:53] ppdet.engine INFO: Epoch: [13] [ 880/3251] learning_rate: 0.191434 loss_vfl: 0.838145 loss_bbox: 0.281080 loss_dfl: 0.179786 loss: 1.313373 eta: 7 days, 1:39:11 batch_cost: 2.1138 data_cost: 0.0011 ips: 13.2465 images/s [11/12 17:55:39] ppdet.engine INFO: Epoch: [13] [ 900/3251] learning_rate: 0.191427 loss_vfl: 0.842680 loss_bbox: 0.315498 loss_dfl: 0.192909 loss: 1.340517 eta: 7 days, 1:38:33 batch_cost: 2.2072 data_cost: 0.0009 ips: 12.6857 images/s [11/12 17:56:25] ppdet.engine INFO: Epoch: [13] [ 920/3251] learning_rate: 0.191419 loss_vfl: 0.842089 loss_bbox: 0.318774 loss_dfl: 0.204701 loss: 1.362843 eta: 7 days, 1:37:49 batch_cost: 2.1591 data_cost: 0.0009 ips: 12.9686 images/s [11/12 17:57:11] ppdet.engine INFO: Epoch: [13] [ 940/3251] learning_rate: 0.191411 loss_vfl: 0.852812 loss_bbox: 0.286770 loss_dfl: 0.188259 loss: 1.372607 eta: 7 days, 1:37:07 batch_cost: 2.1819 data_cost: 0.0015 ips: 12.8330 images/s [11/12 17:57:56] ppdet.engine INFO: Epoch: [13] [ 960/3251] learning_rate: 0.191403 loss_vfl: 0.837936 loss_bbox: 0.264174 loss_dfl: 0.173229 loss: 1.273656 eta: 7 days, 1:36:16 batch_cost: 2.1061 data_cost: 0.0009 ips: 13.2950 images/s [11/12 17:58:42] ppdet.engine INFO: Epoch: [13] [ 980/3251] learning_rate: 0.191395 loss_vfl: 0.827241 loss_bbox: 0.318615 loss_dfl: 0.207581 loss: 1.360569 eta: 7 days, 1:35:39 batch_cost: 2.2115 data_cost: 0.0011 ips: 12.6610 images/s [11/12 17:59:27] ppdet.engine INFO: Epoch: [13] [1000/3251] learning_rate: 0.191387 loss_vfl: 0.854470 loss_bbox: 0.281500 loss_dfl: 0.184717 loss: 1.296946 eta: 7 days, 1:34:46 batch_cost: 2.0904 data_cost: 0.0015 ips: 13.3945 images/s [11/12 18:00:13] ppdet.engine INFO: Epoch: [13] [1020/3251] learning_rate: 0.191380 loss_vfl: 0.836854 loss_bbox: 0.311840 loss_dfl: 0.200221 loss: 1.365189 eta: 7 days, 1:33:58 batch_cost: 2.1362 data_cost: 0.0010 ips: 13.1075 images/s [11/12 18:00:58] ppdet.engine INFO: Epoch: [13] [1040/3251] learning_rate: 0.191372 loss_vfl: 0.856426 loss_bbox: 0.292622 loss_dfl: 0.190170 loss: 1.353630 eta: 7 days, 1:32:59 batch_cost: 2.0407 data_cost: 0.0009 ips: 13.7209 images/s [11/12 18:01:44] ppdet.engine INFO: Epoch: [13] [1060/3251] learning_rate: 0.191364 loss_vfl: 0.855122 loss_bbox: 0.295013 loss_dfl: 0.190144 loss: 1.349097 eta: 7 days, 1:32:17 batch_cost: 2.1761 data_cost: 0.0011 ips: 12.8668 images/s [11/12 18:02:29] ppdet.engine INFO: Epoch: [13] [1080/3251] learning_rate: 0.191356 loss_vfl: 0.852556 loss_bbox: 0.311591 loss_dfl: 0.199342 loss: 1.329305 eta: 7 days, 1:31:30 batch_cost: 2.1368 data_cost: 0.0019 ips: 13.1038 images/s [11/12 18:03:15] ppdet.engine INFO: Epoch: [13] [1100/3251] learning_rate: 0.191348 loss_vfl: 0.847283 loss_bbox: 0.258547 loss_dfl: 0.175352 loss: 1.290123 eta: 7 days, 1:30:50 batch_cost: 2.1939 data_cost: 0.0022 ips: 12.7625 images/s [11/12 18:04:01] ppdet.engine INFO: Epoch: [13] [1120/3251] learning_rate: 0.191340 loss_vfl: 0.852380 loss_bbox: 0.278951 loss_dfl: 0.184138 loss: 1.317122 eta: 7 days, 1:30:11 batch_cost: 2.2010 data_cost: 0.0009 ips: 12.7217 images/s [11/12 18:04:47] ppdet.engine INFO: Epoch: [13] [1140/3251] learning_rate: 0.191332 loss_vfl: 0.848860 loss_bbox: 0.272408 loss_dfl: 0.184196 loss: 1.311196 eta: 7 days, 1:29:20 batch_cost: 2.1041 data_cost: 0.0013 ips: 13.3075 images/s [11/12 18:05:33] ppdet.engine INFO: Epoch: [13] [1160/3251] learning_rate: 0.191325 loss_vfl: 0.855536 loss_bbox: 0.281540 loss_dfl: 0.192929 loss: 1.312362 eta: 7 days, 1:28:36 batch_cost: 2.1599 data_cost: 0.0014 ips: 12.9634 images/s [11/12 18:06:20] ppdet.engine INFO: Epoch: [13] [1180/3251] learning_rate: 0.191317 loss_vfl: 0.862343 loss_bbox: 0.287140 loss_dfl: 0.198707 loss: 1.358938 eta: 7 days, 1:27:58 batch_cost: 2.2126 data_cost: 0.0009 ips: 12.6546 images/s [11/12 18:07:05] ppdet.engine INFO: Epoch: [13] [1200/3251] learning_rate: 0.191309 loss_vfl: 0.856919 loss_bbox: 0.302067 loss_dfl: 0.193970 loss: 1.331158 eta: 7 days, 1:27:06 batch_cost: 2.0945 data_cost: 0.0014 ips: 13.3681 images/s [11/12 18:07:52] ppdet.engine INFO: Epoch: [13] [1220/3251] learning_rate: 0.191301 loss_vfl: 0.871496 loss_bbox: 0.292642 loss_dfl: 0.194038 loss: 1.343777 eta: 7 days, 1:26:25 batch_cost: 2.1890 data_cost: 0.0014 ips: 12.7913 images/s [11/12 18:08:39] ppdet.engine INFO: Epoch: [13] [1240/3251] learning_rate: 0.191293 loss_vfl: 0.842011 loss_bbox: 0.301495 loss_dfl: 0.199419 loss: 1.327848 eta: 7 days, 1:25:47 batch_cost: 2.2021 data_cost: 0.0010 ips: 12.7153 images/s [11/12 18:09:25] ppdet.engine INFO: Epoch: [13] [1260/3251] learning_rate: 0.191285 loss_vfl: 0.830013 loss_bbox: 0.330530 loss_dfl: 0.203786 loss: 1.366031 eta: 7 days, 1:25:09 batch_cost: 2.2048 data_cost: 0.0012 ips: 12.6996 images/s [11/12 18:10:14] ppdet.engine INFO: Epoch: [13] [1280/3251] learning_rate: 0.191277 loss_vfl: 0.844466 loss_bbox: 0.304926 loss_dfl: 0.194391 loss: 1.353052 eta: 7 days, 1:24:44 batch_cost: 2.3150 data_cost: 0.0014 ips: 12.0952 images/s [11/12 18:10:59] ppdet.engine INFO: Epoch: [13] [1300/3251] learning_rate: 0.191269 loss_vfl: 0.820228 loss_bbox: 0.288043 loss_dfl: 0.184852 loss: 1.353911 eta: 7 days, 1:23:58 batch_cost: 2.1385 data_cost: 0.0010 ips: 13.0935 images/s [11/12 18:11:45] ppdet.engine INFO: Epoch: [13] [1320/3251] learning_rate: 0.191261 loss_vfl: 0.860905 loss_bbox: 0.311416 loss_dfl: 0.196864 loss: 1.352597 eta: 7 days, 1:23:12 batch_cost: 2.1525 data_cost: 0.0010 ips: 13.0084 images/s [11/12 18:12:31] ppdet.engine INFO: Epoch: [13] [1340/3251] learning_rate: 0.191254 loss_vfl: 0.842380 loss_bbox: 0.302242 loss_dfl: 0.192834 loss: 1.370226 eta: 7 days, 1:22:30 batch_cost: 2.1722 data_cost: 0.0010 ips: 12.8902 images/s [11/12 18:13:15] ppdet.engine INFO: Epoch: [13] [1360/3251] learning_rate: 0.191246 loss_vfl: 0.838365 loss_bbox: 0.316365 loss_dfl: 0.194538 loss: 1.346796 eta: 7 days, 1:21:37 batch_cost: 2.0946 data_cost: 0.0021 ips: 13.3674 images/s [11/12 18:14:03] ppdet.engine INFO: Epoch: [13] [1380/3251] learning_rate: 0.191238 loss_vfl: 0.841239 loss_bbox: 0.310647 loss_dfl: 0.207835 loss: 1.378738 eta: 7 days, 1:21:08 batch_cost: 2.2723 data_cost: 0.0009 ips: 12.3226 images/s [11/12 18:14:48] ppdet.engine INFO: Epoch: [13] [1400/3251] learning_rate: 0.191230 loss_vfl: 0.858535 loss_bbox: 0.277495 loss_dfl: 0.185859 loss: 1.315691 eta: 7 days, 1:20:12 batch_cost: 2.0723 data_cost: 0.0010 ips: 13.5117 images/s [11/12 18:15:35] ppdet.engine INFO: Epoch: [13] [1420/3251] learning_rate: 0.191222 loss_vfl: 0.860641 loss_bbox: 0.331147 loss_dfl: 0.205574 loss: 1.400703 eta: 7 days, 1:19:43 batch_cost: 2.2755 data_cost: 0.0021 ips: 12.3052 images/s [11/12 18:16:22] ppdet.engine INFO: Epoch: [13] [1440/3251] learning_rate: 0.191214 loss_vfl: 0.848513 loss_bbox: 0.306854 loss_dfl: 0.196083 loss: 1.316856 eta: 7 days, 1:19:05 batch_cost: 2.2091 data_cost: 0.0012 ips: 12.6750 images/s [11/12 18:17:09] ppdet.engine INFO: Epoch: [13] [1460/3251] learning_rate: 0.191206 loss_vfl: 0.833203 loss_bbox: 0.304101 loss_dfl: 0.198112 loss: 1.372426 eta: 7 days, 1:18:35 batch_cost: 2.2698 data_cost: 0.0010 ips: 12.3358 images/s [11/12 18:17:55] ppdet.engine INFO: Epoch: [13] [1480/3251] learning_rate: 0.191198 loss_vfl: 0.866725 loss_bbox: 0.310873 loss_dfl: 0.198745 loss: 1.358992 eta: 7 days, 1:17:49 batch_cost: 2.1453 data_cost: 0.0010 ips: 13.0519 images/s [11/12 18:18:42] ppdet.engine INFO: Epoch: [13] [1500/3251] learning_rate: 0.191190 loss_vfl: 0.852607 loss_bbox: 0.335596 loss_dfl: 0.211901 loss: 1.402693 eta: 7 days, 1:17:05 batch_cost: 2.1606 data_cost: 0.0011 ips: 12.9595 images/s [11/12 18:19:29] ppdet.engine INFO: Epoch: [13] [1520/3251] learning_rate: 0.191182 loss_vfl: 0.846236 loss_bbox: 0.260077 loss_dfl: 0.178638 loss: 1.267686 eta: 7 days, 1:16:30 batch_cost: 2.2284 data_cost: 0.0011 ips: 12.5649 images/s [11/12 18:20:14] ppdet.engine INFO: Epoch: [13] [1540/3251] learning_rate: 0.191174 loss_vfl: 0.853691 loss_bbox: 0.270347 loss_dfl: 0.178302 loss: 1.309976 eta: 7 days, 1:15:38 batch_cost: 2.1016 data_cost: 0.0010 ips: 13.3234 images/s [11/12 18:21:00] ppdet.engine INFO: Epoch: [13] [1560/3251] learning_rate: 0.191166 loss_vfl: 0.833223 loss_bbox: 0.310416 loss_dfl: 0.213311 loss: 1.342101 eta: 7 days, 1:14:58 batch_cost: 2.1926 data_cost: 0.0009 ips: 12.7701 images/s [11/12 18:21:46] ppdet.engine INFO: Epoch: [13] [1580/3251] learning_rate: 0.191158 loss_vfl: 0.858668 loss_bbox: 0.296243 loss_dfl: 0.192893 loss: 1.355948 eta: 7 days, 1:14:21 batch_cost: 2.2149 data_cost: 0.0009 ips: 12.6417 images/s [11/12 18:22:33] ppdet.engine INFO: Epoch: [13] [1600/3251] learning_rate: 0.191150 loss_vfl: 0.832488 loss_bbox: 0.339541 loss_dfl: 0.213036 loss: 1.376982 eta: 7 days, 1:13:40 batch_cost: 2.1846 data_cost: 0.0011 ips: 12.8171 images/s [11/12 18:23:18] ppdet.engine INFO: Epoch: [13] [1620/3251] learning_rate: 0.191143 loss_vfl: 0.842999 loss_bbox: 0.305060 loss_dfl: 0.206885 loss: 1.345965 eta: 7 days, 1:12:55 batch_cost: 2.1486 data_cost: 0.0009 ips: 13.0315 images/s [11/12 18:24:03] ppdet.engine INFO: Epoch: [13] [1640/3251] learning_rate: 0.191135 loss_vfl: 0.849431 loss_bbox: 0.299963 loss_dfl: 0.198547 loss: 1.427640 eta: 7 days, 1:12:09 batch_cost: 2.1501 data_cost: 0.0009 ips: 13.0229 images/s [11/12 18:24:48] ppdet.engine INFO: Epoch: [13] [1660/3251] learning_rate: 0.191127 loss_vfl: 0.849859 loss_bbox: 0.295871 loss_dfl: 0.178345 loss: 1.326915 eta: 7 days, 1:11:19 batch_cost: 2.1084 data_cost: 0.0010 ips: 13.2801 images/s [11/12 18:25:32] ppdet.engine INFO: Epoch: [13] [1680/3251] learning_rate: 0.191119 loss_vfl: 0.853203 loss_bbox: 0.337556 loss_dfl: 0.205917 loss: 1.389226 eta: 7 days, 1:10:22 batch_cost: 2.0590 data_cost: 0.0009 ips: 13.5989 images/s [11/12 18:26:19] ppdet.engine INFO: Epoch: [13] [1700/3251] learning_rate: 0.191111 loss_vfl: 0.835339 loss_bbox: 0.309374 loss_dfl: 0.178215 loss: 1.352465 eta: 7 days, 1:09:45 batch_cost: 2.2172 data_cost: 0.0009 ips: 12.6287 images/s [11/12 18:27:05] ppdet.engine INFO: Epoch: [13] [1720/3251] learning_rate: 0.191103 loss_vfl: 0.831573 loss_bbox: 0.275616 loss_dfl: 0.186102 loss: 1.294478 eta: 7 days, 1:08:56 batch_cost: 2.1207 data_cost: 0.0010 ips: 13.2035 images/s [11/12 18:27:51] ppdet.engine INFO: Epoch: [13] [1740/3251] learning_rate: 0.191095 loss_vfl: 0.848994 loss_bbox: 0.322561 loss_dfl: 0.208231 loss: 1.385324 eta: 7 days, 1:08:17 batch_cost: 2.1993 data_cost: 0.0010 ips: 12.7311 images/s [11/12 18:28:38] ppdet.engine INFO: Epoch: [13] [1760/3251] learning_rate: 0.191087 loss_vfl: 0.860849 loss_bbox: 0.315922 loss_dfl: 0.192857 loss: 1.383455 eta: 7 days, 1:07:30 batch_cost: 2.1372 data_cost: 0.0011 ips: 13.1014 images/s [11/12 18:29:24] ppdet.engine INFO: Epoch: [13] [1780/3251] learning_rate: 0.191079 loss_vfl: 0.839370 loss_bbox: 0.301098 loss_dfl: 0.190292 loss: 1.351697 eta: 7 days, 1:06:46 batch_cost: 2.1606 data_cost: 0.0011 ips: 12.9592 images/s [11/12 18:30:10] ppdet.engine INFO: Epoch: [13] [1800/3251] learning_rate: 0.191071 loss_vfl: 0.851758 loss_bbox: 0.292401 loss_dfl: 0.176586 loss: 1.340018 eta: 7 days, 1:06:08 batch_cost: 2.2107 data_cost: 0.0010 ips: 12.6654 images/s [11/12 18:30:55] ppdet.engine INFO: Epoch: [13] [1820/3251] learning_rate: 0.191063 loss_vfl: 0.862643 loss_bbox: 0.280313 loss_dfl: 0.181092 loss: 1.319250 eta: 7 days, 1:05:20 batch_cost: 2.1286 data_cost: 0.0010 ips: 13.1541 images/s [11/12 18:31:41] ppdet.engine INFO: Epoch: [13] [1840/3251] learning_rate: 0.191055 loss_vfl: 0.858052 loss_bbox: 0.293928 loss_dfl: 0.189706 loss: 1.326322 eta: 7 days, 1:04:36 batch_cost: 2.1596 data_cost: 0.0011 ips: 12.9653 images/s [11/12 18:32:29] ppdet.engine INFO: Epoch: [13] [1860/3251] learning_rate: 0.191047 loss_vfl: 0.833980 loss_bbox: 0.314445 loss_dfl: 0.202925 loss: 1.352057 eta: 7 days, 1:04:01 batch_cost: 2.2309 data_cost: 0.0010 ips: 12.5512 images/s [11/12 18:33:12] ppdet.engine INFO: Epoch: [13] [1880/3251] learning_rate: 0.191039 loss_vfl: 0.866323 loss_bbox: 0.277998 loss_dfl: 0.177700 loss: 1.321579 eta: 7 days, 1:02:53 batch_cost: 1.9766 data_cost: 0.0009 ips: 14.1656 images/s [11/12 18:33:57] ppdet.engine INFO: Epoch: [13] [1900/3251] learning_rate: 0.191031 loss_vfl: 0.864200 loss_bbox: 0.304011 loss_dfl: 0.196270 loss: 1.369426 eta: 7 days, 1:01:55 batch_cost: 2.0519 data_cost: 0.0010 ips: 13.6456 images/s [11/12 18:34:44] ppdet.engine INFO: Epoch: [13] [1920/3251] learning_rate: 0.191023 loss_vfl: 0.855048 loss_bbox: 0.325689 loss_dfl: 0.210021 loss: 1.376675 eta: 7 days, 1:01:22 batch_cost: 2.2472 data_cost: 0.0010 ips: 12.4602 images/s [11/12 18:35:30] ppdet.engine INFO: Epoch: [13] [1940/3251] learning_rate: 0.191015 loss_vfl: 0.877289 loss_bbox: 0.303481 loss_dfl: 0.188599 loss: 1.346703 eta: 7 days, 1:00:47 batch_cost: 2.2281 data_cost: 0.0010 ips: 12.5667 images/s [11/12 18:36:16] ppdet.engine INFO: Epoch: [13] [1960/3251] learning_rate: 0.191007 loss_vfl: 0.874737 loss_bbox: 0.305983 loss_dfl: 0.192921 loss: 1.387050 eta: 7 days, 1:00:08 batch_cost: 2.1990 data_cost: 0.0010 ips: 12.7330 images/s [11/12 18:37:03] ppdet.engine INFO: Epoch: [13] [1980/3251] learning_rate: 0.190999 loss_vfl: 0.844879 loss_bbox: 0.337821 loss_dfl: 0.200437 loss: 1.365346 eta: 7 days, 0:59:31 batch_cost: 2.2186 data_cost: 0.0009 ips: 12.6203 images/s [11/12 18:37:48] ppdet.engine INFO: Epoch: [13] [2000/3251] learning_rate: 0.190991 loss_vfl: 0.872074 loss_bbox: 0.299213 loss_dfl: 0.203543 loss: 1.341702 eta: 7 days, 0:58:39 batch_cost: 2.0980 data_cost: 0.0010 ips: 13.3462 images/s [11/12 18:38:33] ppdet.engine INFO: Epoch: [13] [2020/3251] learning_rate: 0.190983 loss_vfl: 0.870690 loss_bbox: 0.302962 loss_dfl: 0.194670 loss: 1.333979 eta: 7 days, 0:57:52 batch_cost: 2.1359 data_cost: 0.0010 ips: 13.1094 images/s [11/12 18:39:22] ppdet.engine INFO: Epoch: [13] [2040/3251] learning_rate: 0.190975 loss_vfl: 0.859771 loss_bbox: 0.306021 loss_dfl: 0.188794 loss: 1.353318 eta: 7 days, 0:57:31 batch_cost: 2.3461 data_cost: 0.0010 ips: 11.9345 images/s [11/12 18:40:08] ppdet.engine INFO: Epoch: [13] [2060/3251] learning_rate: 0.190967 loss_vfl: 0.854356 loss_bbox: 0.318388 loss_dfl: 0.188203 loss: 1.339025 eta: 7 days, 0:56:43 batch_cost: 2.1274 data_cost: 0.0011 ips: 13.1615 images/s [11/12 18:40:53] ppdet.engine INFO: Epoch: [13] [2080/3251] learning_rate: 0.190959 loss_vfl: 0.849541 loss_bbox: 0.306971 loss_dfl: 0.206256 loss: 1.380602 eta: 7 days, 0:55:45 batch_cost: 2.0475 data_cost: 0.0010 ips: 13.6753 images/s [11/12 18:41:38] ppdet.engine INFO: Epoch: [13] [2100/3251] learning_rate: 0.190951 loss_vfl: 0.852529 loss_bbox: 0.302334 loss_dfl: 0.201035 loss: 1.343558 eta: 7 days, 0:54:51 batch_cost: 2.0833 data_cost: 0.0009 ips: 13.4405 images/s [11/12 18:42:25] ppdet.engine INFO: Epoch: [13] [2120/3251] learning_rate: 0.190943 loss_vfl: 0.874367 loss_bbox: 0.306324 loss_dfl: 0.193664 loss: 1.359381 eta: 7 days, 0:54:17 batch_cost: 2.2406 data_cost: 0.0012 ips: 12.4966 images/s [11/12 18:43:11] ppdet.engine INFO: Epoch: [13] [2140/3251] learning_rate: 0.190935 loss_vfl: 0.836287 loss_bbox: 0.293564 loss_dfl: 0.181415 loss: 1.342452 eta: 7 days, 0:53:41 batch_cost: 2.2219 data_cost: 0.0009 ips: 12.6020 images/s [11/12 18:43:57] ppdet.engine INFO: Epoch: [13] [2160/3251] learning_rate: 0.190927 loss_vfl: 0.835292 loss_bbox: 0.299306 loss_dfl: 0.190341 loss: 1.309285 eta: 7 days, 0:52:57 batch_cost: 2.1623 data_cost: 0.0010 ips: 12.9490 images/s [11/12 18:44:42] ppdet.engine INFO: Epoch: [13] [2180/3251] learning_rate: 0.190919 loss_vfl: 0.855772 loss_bbox: 0.253570 loss_dfl: 0.180560 loss: 1.314930 eta: 7 days, 0:52:03 batch_cost: 2.0820 data_cost: 0.0010 ips: 13.4484 images/s [11/12 18:45:28] ppdet.engine INFO: Epoch: [13] [2200/3251] learning_rate: 0.190910 loss_vfl: 0.836751 loss_bbox: 0.297201 loss_dfl: 0.190972 loss: 1.346369 eta: 7 days, 0:51:15 batch_cost: 2.1251 data_cost: 0.0010 ips: 13.1759 images/s [11/12 18:46:13] ppdet.engine INFO: Epoch: [13] [2220/3251] learning_rate: 0.190902 loss_vfl: 0.844500 loss_bbox: 0.275481 loss_dfl: 0.175504 loss: 1.293812 eta: 7 days, 0:50:24 batch_cost: 2.1040 data_cost: 0.0009 ips: 13.3083 images/s [11/12 18:47:00] ppdet.engine INFO: Epoch: [13] [2240/3251] learning_rate: 0.190894 loss_vfl: 0.847039 loss_bbox: 0.299050 loss_dfl: 0.194795 loss: 1.329134 eta: 7 days, 0:49:43 batch_cost: 2.1911 data_cost: 0.0009 ips: 12.7787 images/s [11/12 18:47:46] ppdet.engine INFO: Epoch: [13] [2260/3251] learning_rate: 0.190886 loss_vfl: 0.851114 loss_bbox: 0.287907 loss_dfl: 0.185837 loss: 1.324098 eta: 7 days, 0:48:54 batch_cost: 2.1187 data_cost: 0.0009 ips: 13.2159 images/s [11/12 18:48:30] ppdet.engine INFO: Epoch: [13] [2280/3251] learning_rate: 0.190878 loss_vfl: 0.831564 loss_bbox: 0.299231 loss_dfl: 0.204360 loss: 1.351840 eta: 7 days, 0:47:59 batch_cost: 2.0748 data_cost: 0.0009 ips: 13.4954 images/s [11/12 18:49:17] ppdet.engine INFO: Epoch: [13] [2300/3251] learning_rate: 0.190870 loss_vfl: 0.846334 loss_bbox: 0.279379 loss_dfl: 0.184703 loss: 1.324226 eta: 7 days, 0:47:17 batch_cost: 2.1750 data_cost: 0.0009 ips: 12.8737 images/s [11/12 18:50:02] ppdet.engine INFO: Epoch: [13] [2320/3251] learning_rate: 0.190862 loss_vfl: 0.840114 loss_bbox: 0.303150 loss_dfl: 0.197104 loss: 1.344827 eta: 7 days, 0:46:25 batch_cost: 2.0966 data_cost: 0.0010 ips: 13.3548 images/s [11/12 18:50:52] ppdet.engine INFO: Epoch: [13] [2340/3251] learning_rate: 0.190854 loss_vfl: 0.860040 loss_bbox: 0.310330 loss_dfl: 0.198683 loss: 1.366415 eta: 7 days, 0:46:09 batch_cost: 2.3843 data_cost: 0.0015 ips: 11.7436 images/s [11/12 18:51:39] ppdet.engine INFO: Epoch: [13] [2360/3251] learning_rate: 0.190846 loss_vfl: 0.844692 loss_bbox: 0.292872 loss_dfl: 0.186011 loss: 1.314863 eta: 7 days, 0:45:28 batch_cost: 2.1862 data_cost: 0.0011 ips: 12.8077 images/s [11/12 18:52:25] ppdet.engine INFO: Epoch: [13] [2380/3251] learning_rate: 0.190838 loss_vfl: 0.834358 loss_bbox: 0.299511 loss_dfl: 0.200072 loss: 1.345897 eta: 7 days, 0:44:46 batch_cost: 2.1759 data_cost: 0.0010 ips: 12.8680 images/s [11/12 18:53:08] ppdet.engine INFO: Epoch: [13] [2400/3251] learning_rate: 0.190830 loss_vfl: 0.841198 loss_bbox: 0.339994 loss_dfl: 0.203356 loss: 1.352512 eta: 7 days, 0:43:40 batch_cost: 1.9813 data_cost: 0.0012 ips: 14.1323 images/s [11/12 18:53:54] ppdet.engine INFO: Epoch: [13] [2420/3251] learning_rate: 0.190822 loss_vfl: 0.837711 loss_bbox: 0.276537 loss_dfl: 0.181370 loss: 1.309929 eta: 7 days, 0:43:00 batch_cost: 2.1909 data_cost: 0.0009 ips: 12.7802 images/s [11/12 18:54:40] ppdet.engine INFO: Epoch: [13] [2440/3251] learning_rate: 0.190814 loss_vfl: 0.852252 loss_bbox: 0.291690 loss_dfl: 0.197991 loss: 1.355818 eta: 7 days, 0:42:10 batch_cost: 2.1164 data_cost: 0.0010 ips: 13.2302 images/s [11/12 18:55:25] ppdet.engine INFO: Epoch: [13] [2460/3251] learning_rate: 0.190806 loss_vfl: 0.833723 loss_bbox: 0.326266 loss_dfl: 0.199970 loss: 1.340277 eta: 7 days, 0:41:19 batch_cost: 2.1028 data_cost: 0.0010 ips: 13.3159 images/s [11/12 18:56:10] ppdet.engine INFO: Epoch: [13] [2480/3251] learning_rate: 0.190797 loss_vfl: 0.847411 loss_bbox: 0.274447 loss_dfl: 0.195739 loss: 1.347842 eta: 7 days, 0:40:17 batch_cost: 2.0191 data_cost: 0.0010 ips: 13.8676 images/s [11/12 18:56:56] ppdet.engine INFO: Epoch: [13] [2500/3251] learning_rate: 0.190789 loss_vfl: 0.872742 loss_bbox: 0.297551 loss_dfl: 0.190811 loss: 1.341903 eta: 7 days, 0:39:39 batch_cost: 2.2074 data_cost: 0.0009 ips: 12.6845 images/s [11/12 18:57:43] ppdet.engine INFO: Epoch: [13] [2520/3251] learning_rate: 0.190781 loss_vfl: 0.843248 loss_bbox: 0.284370 loss_dfl: 0.192287 loss: 1.334364 eta: 7 days, 0:39:02 batch_cost: 2.2181 data_cost: 0.0011 ips: 12.6234 images/s [11/12 18:58:30] ppdet.engine INFO: Epoch: [13] [2540/3251] learning_rate: 0.190773 loss_vfl: 0.847410 loss_bbox: 0.281731 loss_dfl: 0.183920 loss: 1.320653 eta: 7 days, 0:38:18 batch_cost: 2.1579 data_cost: 0.0010 ips: 12.9753 images/s [11/12 18:59:17] ppdet.engine INFO: Epoch: [13] [2560/3251] learning_rate: 0.190765 loss_vfl: 0.855215 loss_bbox: 0.292002 loss_dfl: 0.187061 loss: 1.348419 eta: 7 days, 0:37:49 batch_cost: 2.2817 data_cost: 0.0009 ips: 12.2715 images/s [11/12 19:00:02] ppdet.engine INFO: Epoch: [13] [2580/3251] learning_rate: 0.190757 loss_vfl: 0.842856 loss_bbox: 0.329612 loss_dfl: 0.212594 loss: 1.376379 eta: 7 days, 0:37:03 batch_cost: 2.1476 data_cost: 0.0010 ips: 13.0378 images/s [11/12 19:00:49] ppdet.engine INFO: Epoch: [13] [2600/3251] learning_rate: 0.190749 loss_vfl: 0.826822 loss_bbox: 0.291326 loss_dfl: 0.195095 loss: 1.336804 eta: 7 days, 0:36:24 batch_cost: 2.1985 data_cost: 0.0009 ips: 12.7362 images/s [11/12 19:01:34] ppdet.engine INFO: Epoch: [13] [2620/3251] learning_rate: 0.190741 loss_vfl: 0.845326 loss_bbox: 0.289485 loss_dfl: 0.188807 loss: 1.336835 eta: 7 days, 0:35:37 batch_cost: 2.1318 data_cost: 0.0011 ips: 13.1347 images/s [11/12 19:02:19] ppdet.engine INFO: Epoch: [13] [2640/3251] learning_rate: 0.190733 loss_vfl: 0.842772 loss_bbox: 0.293078 loss_dfl: 0.188932 loss: 1.323974 eta: 7 days, 0:34:41 batch_cost: 2.0676 data_cost: 0.0011 ips: 13.5424 images/s [11/12 19:03:06] ppdet.engine INFO: Epoch: [13] [2660/3251] learning_rate: 0.190724 loss_vfl: 0.861956 loss_bbox: 0.295628 loss_dfl: 0.191811 loss: 1.353994 eta: 7 days, 0:34:07 batch_cost: 2.2389 data_cost: 0.0016 ips: 12.5063 images/s [11/12 19:03:53] ppdet.engine INFO: Epoch: [13] [2680/3251] learning_rate: 0.190716 loss_vfl: 0.854896 loss_bbox: 0.307441 loss_dfl: 0.196734 loss: 1.376804 eta: 7 days, 0:33:32 batch_cost: 2.2337 data_cost: 0.0009 ips: 12.5351 images/s [11/12 19:04:39] ppdet.engine INFO: Epoch: [13] [2700/3251] learning_rate: 0.190708 loss_vfl: 0.847277 loss_bbox: 0.297953 loss_dfl: 0.189315 loss: 1.337460 eta: 7 days, 0:32:52 batch_cost: 2.1967 data_cost: 0.0009 ips: 12.7466 images/s [11/12 19:05:25] ppdet.engine INFO: Epoch: [13] [2720/3251] learning_rate: 0.190700 loss_vfl: 0.849724 loss_bbox: 0.306737 loss_dfl: 0.193798 loss: 1.373563 eta: 7 days, 0:32:13 batch_cost: 2.1990 data_cost: 0.0011 ips: 12.7328 images/s [11/12 19:06:10] ppdet.engine INFO: Epoch: [13] [2740/3251] learning_rate: 0.190692 loss_vfl: 0.838431 loss_bbox: 0.282451 loss_dfl: 0.185405 loss: 1.319925 eta: 7 days, 0:31:23 batch_cost: 2.1112 data_cost: 0.0009 ips: 13.2626 images/s [11/12 19:06:56] ppdet.engine INFO: Epoch: [13] [2760/3251] learning_rate: 0.190684 loss_vfl: 0.848155 loss_bbox: 0.308441 loss_dfl: 0.199426 loss: 1.354164 eta: 7 days, 0:30:38 batch_cost: 2.1536 data_cost: 0.0012 ips: 13.0014 images/s [11/12 19:07:43] ppdet.engine INFO: Epoch: [13] [2780/3251] learning_rate: 0.190676 loss_vfl: 0.848839 loss_bbox: 0.277100 loss_dfl: 0.179108 loss: 1.313360 eta: 7 days, 0:30:02 batch_cost: 2.2242 data_cost: 0.0009 ips: 12.5886 images/s [11/12 19:08:27] ppdet.engine INFO: Epoch: [13] [2800/3251] learning_rate: 0.190667 loss_vfl: 0.831995 loss_bbox: 0.316046 loss_dfl: 0.201034 loss: 1.337262 eta: 7 days, 0:29:09 batch_cost: 2.0911 data_cost: 0.0009 ips: 13.3904 images/s [11/12 19:09:13] ppdet.engine INFO: Epoch: [13] [2820/3251] learning_rate: 0.190659 loss_vfl: 0.827833 loss_bbox: 0.262056 loss_dfl: 0.176350 loss: 1.280301 eta: 7 days, 0:28:22 batch_cost: 2.1300 data_cost: 0.0010 ips: 13.1453 images/s [11/12 19:10:00] ppdet.engine INFO: Epoch: [13] [2840/3251] learning_rate: 0.190651 loss_vfl: 0.849985 loss_bbox: 0.293392 loss_dfl: 0.195604 loss: 1.342720 eta: 7 days, 0:27:45 batch_cost: 2.2225 data_cost: 0.0009 ips: 12.5985 images/s [11/12 19:10:45] ppdet.engine INFO: Epoch: [13] [2860/3251] learning_rate: 0.190643 loss_vfl: 0.857419 loss_bbox: 0.324001 loss_dfl: 0.206505 loss: 1.357200 eta: 7 days, 0:26:51 batch_cost: 2.0792 data_cost: 0.0010 ips: 13.4669 images/s [11/12 19:11:32] ppdet.engine INFO: Epoch: [13] [2880/3251] learning_rate: 0.190635 loss_vfl: 0.866797 loss_bbox: 0.314070 loss_dfl: 0.197199 loss: 1.387363 eta: 7 days, 0:26:17 batch_cost: 2.2410 data_cost: 0.0014 ips: 12.4942 images/s [11/12 19:12:20] ppdet.engine INFO: Epoch: [13] [2900/3251] learning_rate: 0.190627 loss_vfl: 0.848542 loss_bbox: 0.298625 loss_dfl: 0.186473 loss: 1.354408 eta: 7 days, 0:25:51 batch_cost: 2.3022 data_cost: 0.0015 ips: 12.1622 images/s [11/12 19:13:04] ppdet.engine INFO: Epoch: [13] [2920/3251] learning_rate: 0.190618 loss_vfl: 0.860636 loss_bbox: 0.317405 loss_dfl: 0.198441 loss: 1.361336 eta: 7 days, 0:24:55 batch_cost: 2.0634 data_cost: 0.0009 ips: 13.5701 images/s [11/12 19:13:51] ppdet.engine INFO: Epoch: [13] [2940/3251] learning_rate: 0.190610 loss_vfl: 0.858155 loss_bbox: 0.320646 loss_dfl: 0.216299 loss: 1.410341 eta: 7 days, 0:24:13 batch_cost: 2.1764 data_cost: 0.0010 ips: 12.8653 images/s [11/12 19:14:38] ppdet.engine INFO: Epoch: [13] [2960/3251] learning_rate: 0.190602 loss_vfl: 0.860021 loss_bbox: 0.315495 loss_dfl: 0.204027 loss: 1.356235 eta: 7 days, 0:23:35 batch_cost: 2.2087 data_cost: 0.0009 ips: 12.6773 images/s [11/12 19:15:23] ppdet.engine INFO: Epoch: [13] [2980/3251] learning_rate: 0.190594 loss_vfl: 0.853223 loss_bbox: 0.337570 loss_dfl: 0.215163 loss: 1.411951 eta: 7 days, 0:22:35 batch_cost: 2.0323 data_cost: 0.0009 ips: 13.7774 images/s [11/12 19:16:10] ppdet.engine INFO: Epoch: [13] [3000/3251] learning_rate: 0.190586 loss_vfl: 0.853300 loss_bbox: 0.304222 loss_dfl: 0.196979 loss: 1.332708 eta: 7 days, 0:21:55 batch_cost: 2.1947 data_cost: 0.0009 ips: 12.7582 images/s [11/12 19:16:55] ppdet.engine INFO: Epoch: [13] [3020/3251] learning_rate: 0.190578 loss_vfl: 0.861968 loss_bbox: 0.341663 loss_dfl: 0.200435 loss: 1.387727 eta: 7 days, 0:20:56 batch_cost: 2.0416 data_cost: 0.0010 ips: 13.7145 images/s [11/12 19:17:42] ppdet.engine INFO: Epoch: [13] [3040/3251] learning_rate: 0.190569 loss_vfl: 0.852769 loss_bbox: 0.248989 loss_dfl: 0.169118 loss: 1.262781 eta: 7 days, 0:20:20 batch_cost: 2.2196 data_cost: 0.0009 ips: 12.6151 images/s [11/12 19:18:27] ppdet.engine INFO: Epoch: [13] [3060/3251] learning_rate: 0.190561 loss_vfl: 0.838866 loss_bbox: 0.305036 loss_dfl: 0.190655 loss: 1.338531 eta: 7 days, 0:19:36 batch_cost: 2.1621 data_cost: 0.0010 ips: 12.9505 images/s [11/12 19:19:12] ppdet.engine INFO: Epoch: [13] [3080/3251] learning_rate: 0.190553 loss_vfl: 0.848530 loss_bbox: 0.287963 loss_dfl: 0.181597 loss: 1.320452 eta: 7 days, 0:18:51 batch_cost: 2.1519 data_cost: 0.0010 ips: 13.0117 images/s [11/12 19:19:58] ppdet.engine INFO: Epoch: [13] [3100/3251] learning_rate: 0.190545 loss_vfl: 0.842099 loss_bbox: 0.308440 loss_dfl: 0.191127 loss: 1.362409 eta: 7 days, 0:18:09 batch_cost: 2.1740 data_cost: 0.0010 ips: 12.8794 images/s [11/12 19:20:42] ppdet.engine INFO: Epoch: [13] [3120/3251] learning_rate: 0.190537 loss_vfl: 0.854354 loss_bbox: 0.279324 loss_dfl: 0.179299 loss: 1.357489 eta: 7 days, 0:17:18 batch_cost: 2.1029 data_cost: 0.0010 ips: 13.3147 images/s [11/12 19:21:30] ppdet.engine INFO: Epoch: [13] [3140/3251] learning_rate: 0.190528 loss_vfl: 0.850390 loss_bbox: 0.265708 loss_dfl: 0.186005 loss: 1.301525 eta: 7 days, 0:16:37 batch_cost: 2.1846 data_cost: 0.0010 ips: 12.8172 images/s [11/12 19:22:15] ppdet.engine INFO: Epoch: [13] [3160/3251] learning_rate: 0.190520 loss_vfl: 0.843368 loss_bbox: 0.299544 loss_dfl: 0.189106 loss: 1.351502 eta: 7 days, 0:15:50 batch_cost: 2.1383 data_cost: 0.0011 ips: 13.0943 images/s [11/12 19:23:02] ppdet.engine INFO: Epoch: [13] [3180/3251] learning_rate: 0.190512 loss_vfl: 0.872705 loss_bbox: 0.293392 loss_dfl: 0.185671 loss: 1.337178 eta: 7 days, 0:15:10 batch_cost: 2.1975 data_cost: 0.0009 ips: 12.7417 images/s [11/12 19:23:48] ppdet.engine INFO: Epoch: [13] [3200/3251] learning_rate: 0.190504 loss_vfl: 0.825895 loss_bbox: 0.298253 loss_dfl: 0.188461 loss: 1.329482 eta: 7 days, 0:14:27 batch_cost: 2.1671 data_cost: 0.0011 ips: 12.9207 images/s [11/12 19:24:35] ppdet.engine INFO: Epoch: [13] [3220/3251] learning_rate: 0.190495 loss_vfl: 0.855018 loss_bbox: 0.292938 loss_dfl: 0.178849 loss: 1.330573 eta: 7 days, 0:13:54 batch_cost: 2.2521 data_cost: 0.0014 ips: 12.4327 images/s [11/12 19:25:19] ppdet.engine INFO: Epoch: [13] [3240/3251] learning_rate: 0.190487 loss_vfl: 0.866833 loss_bbox: 0.303686 loss_dfl: 0.192748 loss: 1.358867 eta: 7 days, 0:12:57 batch_cost: 2.0471 data_cost: 0.0014 ips: 13.6780 images/s [11/12 19:25:39] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_lcnet_2_5x_640_mainbody [11/12 19:25:40] ppdet.engine INFO: Eval iter: 0 [11/12 19:26:26] ppdet.engine INFO: Eval iter: 100 [11/12 19:26:53] ppdet.engine INFO: Eval iter: 200 [11/12 19:27:20] ppdet.engine INFO: Eval iter: 300 [11/12 19:27:47] ppdet.engine INFO: Eval iter: 400 [11/12 19:28:14] ppdet.engine INFO: Eval iter: 500 [11/12 19:28:40] ppdet.engine INFO: Eval iter: 600 [11/12 19:29:07] ppdet.engine INFO: Eval iter: 700 [11/12 19:29:36] ppdet.engine INFO: Eval iter: 800 [11/12 19:30:04] ppdet.engine INFO: Eval iter: 900 [11/12 19:30:30] ppdet.engine INFO: Eval iter: 1000 [11/12 19:30:56] ppdet.engine INFO: Eval iter: 1100 [11/12 19:31:21] ppdet.engine INFO: Eval iter: 1200 [11/12 19:31:46] ppdet.engine INFO: Eval iter: 1300 [11/12 19:32:12] ppdet.engine INFO: Eval iter: 1400 [11/12 19:32:39] ppdet.engine INFO: Eval iter: 1500 [11/12 19:33:07] ppdet.engine INFO: Eval iter: 1600 [11/12 19:33:34] ppdet.engine INFO: Eval iter: 1700 [11/12 19:34:00] ppdet.engine INFO: Eval iter: 1800 [11/12 19:34:28] ppdet.engine INFO: Eval iter: 1900 [11/12 19:34:55] ppdet.engine INFO: Eval iter: 2000 [11/12 19:35:21] ppdet.engine INFO: Eval iter: 2100 [11/12 19:35:49] ppdet.engine INFO: Eval iter: 2200 [11/12 19:36:16] ppdet.engine INFO: Eval iter: 2300 [11/12 19:37:16] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json. loading annotations into memory... Done (t=1.18s) creating index... index created! [11/12 19:37:17] ppdet.metrics.coco_utils INFO: Start evaluate... Loading and preparing results... DONE (t=18.12s) creating index... index created! Running per image evaluation... Evaluate annotation type *bbox* DONE (t=373.92s). Accumulating evaluation results... DONE (t=29.35s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.384 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.589 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.406 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.190 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.408 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.524 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.080 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.381 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.581 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.331 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.599 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.750 [11/12 19:44:22] ppdet.engine INFO: Total sample number: 19074, averge FPS: 28.80763464262086 [11/12 19:44:22] ppdet.engine INFO: Best test bbox ap is 0.384. [11/12 19:44:22] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_lcnet_2_5x_640_mainbody [11/12 19:44:24] ppdet.engine INFO: Epoch: [14] [ 0/3251] learning_rate: 0.190483 loss_vfl: 0.830456 loss_bbox: 0.319780 loss_dfl: 0.199489 loss: 1.355556 eta: 7 days, 0:11:19 batch_cost: 1.4776 data_cost: 0.0013 ips: 18.9500 images/s [11/12 19:45:11] ppdet.engine INFO: Epoch: [14] [ 20/3251] learning_rate: 0.190474 loss_vfl: 0.864953 loss_bbox: 0.313455 loss_dfl: 0.189502 loss: 1.380377 eta: 7 days, 0:10:39 batch_cost: 2.1970 data_cost: 0.0011 ips: 12.7445 images/s [11/12 19:45:56] ppdet.engine INFO: Epoch: [14] [ 40/3251] learning_rate: 0.190466 loss_vfl: 0.835777 loss_bbox: 0.309907 loss_dfl: 0.193120 loss: 1.353540 eta: 7 days, 0:09:47 batch_cost: 2.0922 data_cost: 0.0111 ips: 13.3828 images/s [11/12 19:46:43] ppdet.engine INFO: Epoch: [14] [ 60/3251] learning_rate: 0.190458 loss_vfl: 0.848134 loss_bbox: 0.295525 loss_dfl: 0.178079 loss: 1.325930 eta: 7 days, 0:09:18 batch_cost: 2.2852 data_cost: 0.0011 ips: 12.2530 images/s [11/12 19:47:29] ppdet.engine INFO: Epoch: [14] [ 80/3251] learning_rate: 0.190450 loss_vfl: 0.854332 loss_bbox: 0.275087 loss_dfl: 0.178266 loss: 1.339717 eta: 7 days, 0:08:30 batch_cost: 2.1277 data_cost: 0.0011 ips: 13.1598 images/s [11/12 19:48:17] ppdet.engine INFO: Epoch: [14] [ 100/3251] learning_rate: 0.190442 loss_vfl: 0.846387 loss_bbox: 0.283864 loss_dfl: 0.193583 loss: 1.318890 eta: 7 days, 0:07:57 batch_cost: 2.2494 data_cost: 0.0010 ips: 12.4476 images/s [11/12 19:49:02] ppdet.engine INFO: Epoch: [14] [ 120/3251] learning_rate: 0.190433 loss_vfl: 0.836547 loss_bbox: 0.322022 loss_dfl: 0.195190 loss: 1.354839 eta: 7 days, 0:07:18 batch_cost: 2.1993 data_cost: 0.0010 ips: 12.7316 images/s [11/12 19:49:48] ppdet.engine INFO: Epoch: [14] [ 140/3251] learning_rate: 0.190425 loss_vfl: 0.844950 loss_bbox: 0.323148 loss_dfl: 0.202200 loss: 1.370031 eta: 7 days, 0:06:39 batch_cost: 2.1981 data_cost: 0.0011 ips: 12.7385 images/s [11/12 19:50:36] ppdet.engine INFO: Epoch: [14] [ 160/3251] learning_rate: 0.190417 loss_vfl: 0.834071 loss_bbox: 0.278102 loss_dfl: 0.178098 loss: 1.297855 eta: 7 days, 0:06:12 batch_cost: 2.3054 data_cost: 0.0009 ips: 12.1452 images/s [11/12 19:51:24] ppdet.engine INFO: Epoch: [14] [ 180/3251] learning_rate: 0.190409 loss_vfl: 0.854643 loss_bbox: 0.320792 loss_dfl: 0.198238 loss: 1.384154 eta: 7 days, 0:05:38 batch_cost: 2.2403 data_cost: 0.0012 ips: 12.4984 images/s [11/12 19:52:11] ppdet.engine INFO: Epoch: [14] [ 200/3251] learning_rate: 0.190400 loss_vfl: 0.865631 loss_bbox: 0.298776 loss_dfl: 0.209175 loss: 1.363162 eta: 7 days, 0:05:02 batch_cost: 2.2219 data_cost: 0.0012 ips: 12.6018 images/s [11/12 19:52:58] ppdet.engine INFO: Epoch: [14] [ 220/3251] learning_rate: 0.190392 loss_vfl: 0.862283 loss_bbox: 0.314565 loss_dfl: 0.192336 loss: 1.356746 eta: 7 days, 0:04:24 batch_cost: 2.2150 data_cost: 0.0010 ips: 12.6409 images/s [11/12 19:53:44] ppdet.engine INFO: Epoch: [14] [ 240/3251] learning_rate: 0.190384 loss_vfl: 0.830904 loss_bbox: 0.268289 loss_dfl: 0.182639 loss: 1.304684 eta: 7 days, 0:03:41 batch_cost: 2.1664 data_cost: 0.0010 ips: 12.9245 images/s [11/12 19:54:29] ppdet.engine INFO: Epoch: [14] [ 260/3251] learning_rate: 0.190375 loss_vfl: 0.847800 loss_bbox: 0.311355 loss_dfl: 0.204084 loss: 1.356952 eta: 7 days, 0:02:57 batch_cost: 2.1556 data_cost: 0.0017 ips: 12.9892 images/s [11/12 19:55:14] ppdet.engine INFO: Epoch: [14] [ 280/3251] learning_rate: 0.190367 loss_vfl: 0.833281 loss_bbox: 0.344274 loss_dfl: 0.211329 loss: 1.360546 eta: 7 days, 0:02:12 batch_cost: 2.1566 data_cost: 0.0020 ips: 12.9834 images/s [11/12 19:56:02] ppdet.engine INFO: Epoch: [14] [ 300/3251] learning_rate: 0.190359 loss_vfl: 0.845561 loss_bbox: 0.269622 loss_dfl: 0.183552 loss: 1.335722 eta: 7 days, 0:01:45 batch_cost: 2.3010 data_cost: 0.0009 ips: 12.1687 images/s [11/12 19:56:48] ppdet.engine INFO: Epoch: [14] [ 320/3251] learning_rate: 0.190351 loss_vfl: 0.858086 loss_bbox: 0.289692 loss_dfl: 0.179992 loss: 1.319033 eta: 7 days, 0:01:03 batch_cost: 2.1764 data_cost: 0.0010 ips: 12.8650 images/s [11/12 19:57:34] ppdet.engine INFO: Epoch: [14] [ 340/3251] learning_rate: 0.190342 loss_vfl: 0.858895 loss_bbox: 0.337505 loss_dfl: 0.204039 loss: 1.390495 eta: 7 days, 0:00:16 batch_cost: 2.1298 data_cost: 0.0010 ips: 13.1470 images/s [11/12 19:58:18] ppdet.engine INFO: Epoch: [14] [ 360/3251] learning_rate: 0.190334 loss_vfl: 0.860045 loss_bbox: 0.325053 loss_dfl: 0.208539 loss: 1.389647 eta: 6 days, 23:59:13 batch_cost: 2.0060 data_cost: 0.0010 ips: 13.9585 images/s [11/12 19:59:06] ppdet.engine INFO: Epoch: [14] [ 380/3251] learning_rate: 0.190326 loss_vfl: 0.835022 loss_bbox: 0.287986 loss_dfl: 0.199317 loss: 1.300211 eta: 6 days, 23:58:41 batch_cost: 2.2560 data_cost: 0.0013 ips: 12.4115 images/s [11/12 19:59:53] ppdet.engine INFO: Epoch: [14] [ 400/3251] learning_rate: 0.190317 loss_vfl: 0.831096 loss_bbox: 0.318113 loss_dfl: 0.192366 loss: 1.343711 eta: 6 days, 23:58:03 batch_cost: 2.2176 data_cost: 0.0015 ips: 12.6263 images/s [11/12 20:00:37] ppdet.engine INFO: Epoch: [14] [ 420/3251] learning_rate: 0.190309 loss_vfl: 0.831773 loss_bbox: 0.301446 loss_dfl: 0.197787 loss: 1.347770 eta: 6 days, 23:57:04 batch_cost: 2.0288 data_cost: 0.0009 ips: 13.8012 images/s [11/12 20:01:24] ppdet.engine INFO: Epoch: [14] [ 440/3251] learning_rate: 0.190301 loss_vfl: 0.849846 loss_bbox: 0.314724 loss_dfl: 0.205535 loss: 1.382549 eta: 6 days, 23:56:33 batch_cost: 2.2728 data_cost: 0.0010 ips: 12.3194 images/s [11/12 20:02:10] ppdet.engine INFO: Epoch: [14] [ 460/3251] learning_rate: 0.190293 loss_vfl: 0.819770 loss_bbox: 0.273011 loss_dfl: 0.178508 loss: 1.297192 eta: 6 days, 23:55:55 batch_cost: 2.2074 data_cost: 0.0011 ips: 12.6844 images/s [11/12 20:02:57] ppdet.engine INFO: Epoch: [14] [ 480/3251] learning_rate: 0.190284 loss_vfl: 0.850300 loss_bbox: 0.278150 loss_dfl: 0.187180 loss: 1.305119 eta: 6 days, 23:55:09 batch_cost: 2.1467 data_cost: 0.0010 ips: 13.0434 images/s [11/12 20:03:44] ppdet.engine INFO: Epoch: [14] [ 500/3251] learning_rate: 0.190276 loss_vfl: 0.829951 loss_bbox: 0.300906 loss_dfl: 0.180026 loss: 1.310526 eta: 6 days, 23:54:21 batch_cost: 2.1270 data_cost: 0.0010 ips: 13.1642 images/s [11/12 20:04:30] ppdet.engine INFO: Epoch: [14] [ 520/3251] learning_rate: 0.190268 loss_vfl: 0.821022 loss_bbox: 0.315011 loss_dfl: 0.195549 loss: 1.322101 eta: 6 days, 23:53:41 batch_cost: 2.1945 data_cost: 0.0009 ips: 12.7595 images/s [11/12 20:05:18] ppdet.engine INFO: Epoch: [14] [ 540/3251] learning_rate: 0.190259 loss_vfl: 0.850563 loss_bbox: 0.318727 loss_dfl: 0.200504 loss: 1.347223 eta: 6 days, 23:53:09 batch_cost: 2.2598 data_cost: 0.0011 ips: 12.3902 images/s [11/12 20:06:02] ppdet.engine INFO: Epoch: [14] [ 560/3251] learning_rate: 0.190251 loss_vfl: 0.843452 loss_bbox: 0.289088 loss_dfl: 0.187154 loss: 1.326671 eta: 6 days, 23:52:15 batch_cost: 2.0773 data_cost: 0.0009 ips: 13.4791 images/s [11/12 20:06:47] ppdet.engine INFO: Epoch: [14] [ 580/3251] learning_rate: 0.190243 loss_vfl: 0.839376 loss_bbox: 0.299722 loss_dfl: 0.197507 loss: 1.336023 eta: 6 days, 23:51:29 batch_cost: 2.1379 data_cost: 0.0010 ips: 13.0970 images/s [11/12 20:07:34] ppdet.engine INFO: Epoch: [14] [ 600/3251] learning_rate: 0.190234 loss_vfl: 0.843600 loss_bbox: 0.332330 loss_dfl: 0.220256 loss: 1.397220 eta: 6 days, 23:50:52 batch_cost: 2.2238 data_cost: 0.0010 ips: 12.5909 images/s [11/12 20:08:19] ppdet.engine INFO: Epoch: [14] [ 620/3251] learning_rate: 0.190226 loss_vfl: 0.846200 loss_bbox: 0.315181 loss_dfl: 0.204449 loss: 1.352411 eta: 6 days, 23:50:04 batch_cost: 2.1217 data_cost: 0.0009 ips: 13.1972 images/s [11/12 20:09:02] ppdet.engine INFO: Epoch: [14] [ 640/3251] learning_rate: 0.190218 loss_vfl: 0.845483 loss_bbox: 0.274834 loss_dfl: 0.177607 loss: 1.303456 eta: 6 days, 23:49:07 batch_cost: 2.0554 data_cost: 0.0012 ips: 13.6224 images/s [11/12 20:09:48] ppdet.engine INFO: Epoch: [14] [ 660/3251] learning_rate: 0.190209 loss_vfl: 0.823248 loss_bbox: 0.322341 loss_dfl: 0.199211 loss: 1.353575 eta: 6 days, 23:48:11 batch_cost: 2.0624 data_cost: 0.0010 ips: 13.5764 images/s [11/12 20:10:34] ppdet.engine INFO: Epoch: [14] [ 680/3251] learning_rate: 0.190201 loss_vfl: 0.839650 loss_bbox: 0.315820 loss_dfl: 0.201244 loss: 1.349103 eta: 6 days, 23:47:23 batch_cost: 2.1277 data_cost: 0.0009 ips: 13.1599 images/s [11/12 20:11:20] ppdet.engine INFO: Epoch: [14] [ 700/3251] learning_rate: 0.190193 loss_vfl: 0.842433 loss_bbox: 0.301353 loss_dfl: 0.193232 loss: 1.342385 eta: 6 days, 23:46:41 batch_cost: 2.1718 data_cost: 0.0009 ips: 12.8923 images/s [11/12 20:12:06] ppdet.engine INFO: Epoch: [14] [ 720/3251] learning_rate: 0.190184 loss_vfl: 0.852228 loss_bbox: 0.308586 loss_dfl: 0.190128 loss: 1.385284 eta: 6 days, 23:45:58 batch_cost: 2.1708 data_cost: 0.0010 ips: 12.8986 images/s [11/12 20:12:52] ppdet.engine INFO: Epoch: [14] [ 740/3251] learning_rate: 0.190176 loss_vfl: 0.863949 loss_bbox: 0.312646 loss_dfl: 0.198162 loss: 1.361853 eta: 6 days, 23:45:08 batch_cost: 2.1111 data_cost: 0.0011 ips: 13.2634 images/s [11/12 20:13:36] ppdet.engine INFO: Epoch: [14] [ 760/3251] learning_rate: 0.190168 loss_vfl: 0.845638 loss_bbox: 0.278069 loss_dfl: 0.184232 loss: 1.302890 eta: 6 days, 23:44:12 batch_cost: 2.0556 data_cost: 0.0011 ips: 13.6212 images/s [11/12 20:14:21] ppdet.engine INFO: Epoch: [14] [ 780/3251] learning_rate: 0.190159 loss_vfl: 0.861519 loss_bbox: 0.296514 loss_dfl: 0.201338 loss: 1.375583 eta: 6 days, 23:43:25 batch_cost: 2.1401 data_cost: 0.0009 ips: 13.0835 images/s [11/12 20:15:08] ppdet.engine INFO: Epoch: [14] [ 800/3251] learning_rate: 0.190151 loss_vfl: 0.832646 loss_bbox: 0.310108 loss_dfl: 0.195920 loss: 1.339033 eta: 6 days, 23:42:49 batch_cost: 2.2270 data_cost: 0.0010 ips: 12.5728 images/s [11/12 20:15:53] ppdet.engine INFO: Epoch: [14] [ 820/3251] learning_rate: 0.190142 loss_vfl: 0.846641 loss_bbox: 0.304435 loss_dfl: 0.197423 loss: 1.341601 eta: 6 days, 23:41:57 batch_cost: 2.0949 data_cost: 0.0009 ips: 13.3659 images/s [11/12 20:16:40] ppdet.engine INFO: Epoch: [14] [ 840/3251] learning_rate: 0.190134 loss_vfl: 0.847422 loss_bbox: 0.341534 loss_dfl: 0.203511 loss: 1.345099 eta: 6 days, 23:41:17 batch_cost: 2.1870 data_cost: 0.0010 ips: 12.8030 images/s [11/12 20:17:26] ppdet.engine INFO: Epoch: [14] [ 860/3251] learning_rate: 0.190126 loss_vfl: 0.836876 loss_bbox: 0.271271 loss_dfl: 0.170795 loss: 1.330033 eta: 6 days, 23:40:29 batch_cost: 2.1292 data_cost: 0.0014 ips: 13.1505 images/s [11/12 20:18:12] ppdet.engine INFO: Epoch: [14] [ 880/3251] learning_rate: 0.190117 loss_vfl: 0.848151 loss_bbox: 0.314591 loss_dfl: 0.199930 loss: 1.330790 eta: 6 days, 23:39:46 batch_cost: 2.1686 data_cost: 0.0011 ips: 12.9116 images/s [11/12 20:19:01] ppdet.engine INFO: Epoch: [14] [ 900/3251] learning_rate: 0.190109 loss_vfl: 0.836692 loss_bbox: 0.313207 loss_dfl: 0.201360 loss: 1.358144 eta: 6 days, 23:39:16 batch_cost: 2.2784 data_cost: 0.0010 ips: 12.2896 images/s [11/12 20:19:45] ppdet.engine INFO: Epoch: [14] [ 920/3251] learning_rate: 0.190101 loss_vfl: 0.854617 loss_bbox: 0.344913 loss_dfl: 0.203378 loss: 1.408043 eta: 6 days, 23:38:21 batch_cost: 2.0659 data_cost: 0.0010 ips: 13.5537 images/s [11/12 20:20:32] ppdet.engine INFO: Epoch: [14] [ 940/3251] learning_rate: 0.190092 loss_vfl: 0.835515 loss_bbox: 0.282673 loss_dfl: 0.189054 loss: 1.342158 eta: 6 days, 23:37:38 batch_cost: 2.1731 data_cost: 0.0010 ips: 12.8849 images/s [11/12 20:21:17] ppdet.engine INFO: Epoch: [14] [ 960/3251] learning_rate: 0.190084 loss_vfl: 0.836974 loss_bbox: 0.314397 loss_dfl: 0.194867 loss: 1.344239 eta: 6 days, 23:36:52 batch_cost: 2.1419 data_cost: 0.0010 ips: 13.0724 images/s [11/12 20:22:04] ppdet.engine INFO: Epoch: [14] [ 980/3251] learning_rate: 0.190075 loss_vfl: 0.813695 loss_bbox: 0.310904 loss_dfl: 0.193285 loss: 1.341921 eta: 6 days, 23:36:15 batch_cost: 2.2197 data_cost: 0.0010 ips: 12.6141 images/s [11/12 20:22:50] ppdet.engine INFO: Epoch: [14] [1000/3251] learning_rate: 0.190067 loss_vfl: 0.847970 loss_bbox: 0.300231 loss_dfl: 0.190805 loss: 1.345879 eta: 6 days, 23:35:40 batch_cost: 2.2313 data_cost: 0.0010 ips: 12.5489 images/s [11/12 20:23:36] ppdet.engine INFO: Epoch: [14] [1020/3251] learning_rate: 0.190059 loss_vfl: 0.831229 loss_bbox: 0.321086 loss_dfl: 0.198816 loss: 1.366133 eta: 6 days, 23:35:00 batch_cost: 2.1915 data_cost: 0.0013 ips: 12.7766 images/s [11/12 20:24:21] ppdet.engine INFO: Epoch: [14] [1040/3251] learning_rate: 0.190050 loss_vfl: 0.839854 loss_bbox: 0.342854 loss_dfl: 0.212613 loss: 1.390853 eta: 6 days, 23:34:04 batch_cost: 2.0654 data_cost: 0.0010 ips: 13.5570 images/s [11/12 20:25:08] ppdet.engine INFO: Epoch: [14] [1060/3251] learning_rate: 0.190042 loss_vfl: 0.854511 loss_bbox: 0.295728 loss_dfl: 0.186881 loss: 1.321227 eta: 6 days, 23:33:28 batch_cost: 2.2249 data_cost: 0.0009 ips: 12.5849 images/s [11/12 20:25:54] ppdet.engine INFO: Epoch: [14] [1080/3251] learning_rate: 0.190033 loss_vfl: 0.845786 loss_bbox: 0.314133 loss_dfl: 0.193262 loss: 1.337910 eta: 6 days, 23:32:38 batch_cost: 2.1121 data_cost: 0.0010 ips: 13.2571 images/s [11/12 20:26:39] ppdet.engine INFO: Epoch: [14] [1100/3251] learning_rate: 0.190025 loss_vfl: 0.860712 loss_bbox: 0.298324 loss_dfl: 0.192139 loss: 1.365445 eta: 6 days, 23:31:52 batch_cost: 2.1381 data_cost: 0.0010 ips: 13.0956 images/s [11/12 20:27:24] ppdet.engine INFO: Epoch: [14] [1120/3251] learning_rate: 0.190017 loss_vfl: 0.839160 loss_bbox: 0.300510 loss_dfl: 0.199956 loss: 1.357710 eta: 6 days, 23:31:07 batch_cost: 2.1541 data_cost: 0.0009 ips: 12.9985 images/s [11/12 20:28:09] ppdet.engine INFO: Epoch: [14] [1140/3251] learning_rate: 0.190008 loss_vfl: 0.835518 loss_bbox: 0.285440 loss_dfl: 0.180734 loss: 1.313764 eta: 6 days, 23:30:27 batch_cost: 2.1902 data_cost: 0.0010 ips: 12.7844 images/s [11/12 20:28:57] ppdet.engine INFO: Epoch: [14] [1160/3251] learning_rate: 0.190000 loss_vfl: 0.821668 loss_bbox: 0.299345 loss_dfl: 0.186818 loss: 1.313253 eta: 6 days, 23:29:54 batch_cost: 2.2535 data_cost: 0.0013 ips: 12.4253 images/s [11/12 20:29:42] ppdet.engine INFO: Epoch: [14] [1180/3251] learning_rate: 0.189991 loss_vfl: 0.847014 loss_bbox: 0.302543 loss_dfl: 0.201215 loss: 1.333751 eta: 6 days, 23:28:54 batch_cost: 2.0268 data_cost: 0.0017 ips: 13.8148 images/s [11/12 20:30:28] ppdet.engine INFO: Epoch: [14] [1200/3251] learning_rate: 0.189983 loss_vfl: 0.864696 loss_bbox: 0.285761 loss_dfl: 0.185403 loss: 1.349112 eta: 6 days, 23:28:17 batch_cost: 2.2141 data_cost: 0.0010 ips: 12.6464 images/s [11/12 20:31:14] ppdet.engine INFO: Epoch: [14] [1220/3251] learning_rate: 0.189974 loss_vfl: 0.834376 loss_bbox: 0.298436 loss_dfl: 0.194816 loss: 1.304909 eta: 6 days, 23:27:33 batch_cost: 2.1605 data_cost: 0.0010 ips: 12.9597 images/s [11/12 20:32:01] ppdet.engine INFO: Epoch: [14] [1240/3251] learning_rate: 0.189966 loss_vfl: 0.856128 loss_bbox: 0.287239 loss_dfl: 0.184910 loss: 1.344749 eta: 6 days, 23:26:54 batch_cost: 2.2073 data_cost: 0.0010 ips: 12.6854 images/s [11/12 20:32:45] ppdet.engine INFO: Epoch: [14] [1260/3251] learning_rate: 0.189958 loss_vfl: 0.851387 loss_bbox: 0.319778 loss_dfl: 0.201611 loss: 1.370920 eta: 6 days, 23:26:02 batch_cost: 2.0885 data_cost: 0.0011 ips: 13.4067 images/s [11/12 20:33:31] ppdet.engine INFO: Epoch: [14] [1280/3251] learning_rate: 0.189949 loss_vfl: 0.833215 loss_bbox: 0.289273 loss_dfl: 0.197353 loss: 1.331993 eta: 6 days, 23:25:20 batch_cost: 2.1777 data_cost: 0.0010 ips: 12.8575 images/s [11/12 20:34:16] ppdet.engine INFO: Epoch: [14] [1300/3251] learning_rate: 0.189941 loss_vfl: 0.831831 loss_bbox: 0.299015 loss_dfl: 0.190221 loss: 1.323778 eta: 6 days, 23:24:22 batch_cost: 2.0404 data_cost: 0.0013 ips: 13.7228 images/s [11/12 20:35:01] ppdet.engine INFO: Epoch: [14] [1320/3251] learning_rate: 0.189932 loss_vfl: 0.830768 loss_bbox: 0.304832 loss_dfl: 0.188723 loss: 1.361357 eta: 6 days, 23:23:32 batch_cost: 2.1126 data_cost: 0.0010 ips: 13.2538 images/s [11/12 20:35:46] ppdet.engine INFO: Epoch: [14] [1340/3251] learning_rate: 0.189924 loss_vfl: 0.840918 loss_bbox: 0.318676 loss_dfl: 0.189808 loss: 1.367612 eta: 6 days, 23:22:50 batch_cost: 2.1729 data_cost: 0.0087 ips: 12.8863 images/s [11/12 20:36:32] ppdet.engine INFO: Epoch: [14] [1360/3251] learning_rate: 0.189915 loss_vfl: 0.832817 loss_bbox: 0.265774 loss_dfl: 0.174164 loss: 1.322581 eta: 6 days, 23:22:01 batch_cost: 2.1240 data_cost: 0.0009 ips: 13.1825 images/s [11/12 20:37:16] ppdet.engine INFO: Epoch: [14] [1380/3251] learning_rate: 0.189907 loss_vfl: 0.838899 loss_bbox: 0.284881 loss_dfl: 0.180539 loss: 1.315783 eta: 6 days, 23:21:11 batch_cost: 2.1071 data_cost: 0.0009 ips: 13.2883 images/s [11/12 20:38:04] ppdet.engine INFO: Epoch: [14] [1400/3251] learning_rate: 0.189898 loss_vfl: 0.851385 loss_bbox: 0.291632 loss_dfl: 0.205331 loss: 1.333353 eta: 6 days, 23:20:35 batch_cost: 2.2289 data_cost: 0.0011 ips: 12.5625 images/s [11/12 20:38:48] ppdet.engine INFO: Epoch: [14] [1420/3251] learning_rate: 0.189890 loss_vfl: 0.849711 loss_bbox: 0.310079 loss_dfl: 0.198587 loss: 1.368210 eta: 6 days, 23:19:35 batch_cost: 2.0236 data_cost: 0.0009 ips: 13.8367 images/s [11/12 20:39:34] ppdet.engine INFO: Epoch: [14] [1440/3251] learning_rate: 0.189881 loss_vfl: 0.850003 loss_bbox: 0.290035 loss_dfl: 0.188083 loss: 1.297035 eta: 6 days, 23:18:46 batch_cost: 2.1195 data_cost: 0.0010 ips: 13.2109 images/s [11/12 20:40:21] ppdet.engine INFO: Epoch: [14] [1460/3251] learning_rate: 0.189873 loss_vfl: 0.831693 loss_bbox: 0.305185 loss_dfl: 0.194419 loss: 1.335316 eta: 6 days, 23:18:09 batch_cost: 2.2119 data_cost: 0.0010 ips: 12.6589 images/s [11/12 20:41:08] ppdet.engine INFO: Epoch: [14] [1480/3251] learning_rate: 0.189865 loss_vfl: 0.846277 loss_bbox: 0.300104 loss_dfl: 0.178923 loss: 1.321470 eta: 6 days, 23:17:35 batch_cost: 2.2516 data_cost: 0.0010 ips: 12.4355 images/s [11/12 20:41:55] ppdet.engine INFO: Epoch: [14] [1500/3251] learning_rate: 0.189856 loss_vfl: 0.832024 loss_bbox: 0.317853 loss_dfl: 0.206454 loss: 1.377978 eta: 6 days, 23:16:48 batch_cost: 2.1340 data_cost: 0.0010 ips: 13.1207 images/s [11/12 20:42:42] ppdet.engine INFO: Epoch: [14] [1520/3251] learning_rate: 0.189848 loss_vfl: 0.852434 loss_bbox: 0.306955 loss_dfl: 0.205204 loss: 1.351721 eta: 6 days, 23:16:19 batch_cost: 2.2864 data_cost: 0.0015 ips: 12.2465 images/s [11/12 20:43:28] ppdet.engine INFO: Epoch: [14] [1540/3251] learning_rate: 0.189839 loss_vfl: 0.840453 loss_bbox: 0.300533 loss_dfl: 0.192778 loss: 1.372747 eta: 6 days, 23:15:28 batch_cost: 2.0943 data_cost: 0.0009 ips: 13.3698 images/s [11/12 20:44:15] ppdet.engine INFO: Epoch: [14] [1560/3251] learning_rate: 0.189831 loss_vfl: 0.819691 loss_bbox: 0.313960 loss_dfl: 0.187084 loss: 1.368432 eta: 6 days, 23:14:33 batch_cost: 2.0694 data_cost: 0.0010 ips: 13.5306 images/s [11/12 20:45:00] ppdet.engine INFO: Epoch: [14] [1580/3251] learning_rate: 0.189822 loss_vfl: 0.834591 loss_bbox: 0.299967 loss_dfl: 0.195617 loss: 1.332379 eta: 6 days, 23:13:47 batch_cost: 2.1391 data_cost: 0.0012 ips: 13.0895 images/s [11/12 20:45:44] ppdet.engine INFO: Epoch: [14] [1600/3251] learning_rate: 0.189814 loss_vfl: 0.839095 loss_bbox: 0.299823 loss_dfl: 0.191394 loss: 1.335624 eta: 6 days, 23:12:53 batch_cost: 2.0767 data_cost: 0.0012 ips: 13.4827 images/s [11/12 20:46:33] ppdet.engine INFO: Epoch: [14] [1620/3251] learning_rate: 0.189805 loss_vfl: 0.852399 loss_bbox: 0.323684 loss_dfl: 0.196705 loss: 1.316113 eta: 6 days, 23:12:29 batch_cost: 2.3298 data_cost: 0.0022 ips: 12.0181 images/s [11/12 20:47:20] ppdet.engine INFO: Epoch: [14] [1640/3251] learning_rate: 0.189797 loss_vfl: 0.836438 loss_bbox: 0.314863 loss_dfl: 0.197525 loss: 1.340014 eta: 6 days, 23:11:54 batch_cost: 2.2400 data_cost: 0.0009 ips: 12.5000 images/s [11/12 20:48:06] ppdet.engine INFO: Epoch: [14] [1660/3251] learning_rate: 0.189788 loss_vfl: 0.836593 loss_bbox: 0.292436 loss_dfl: 0.187958 loss: 1.333277 eta: 6 days, 23:11:14 batch_cost: 2.1894 data_cost: 0.0010 ips: 12.7892 images/s [11/12 20:48:52] ppdet.engine INFO: Epoch: [14] [1680/3251] learning_rate: 0.189780 loss_vfl: 0.856510 loss_bbox: 0.316463 loss_dfl: 0.198917 loss: 1.376497 eta: 6 days, 23:10:27 batch_cost: 2.1375 data_cost: 0.0010 ips: 13.0992 images/s [11/12 20:49:38] ppdet.engine INFO: Epoch: [14] [1700/3251] learning_rate: 0.189771 loss_vfl: 0.837083 loss_bbox: 0.297248 loss_dfl: 0.198048 loss: 1.370464 eta: 6 days, 23:09:47 batch_cost: 2.1931 data_cost: 0.0016 ips: 12.7674 images/s [11/12 20:50:23] ppdet.engine INFO: Epoch: [14] [1720/3251] learning_rate: 0.189763 loss_vfl: 0.865712 loss_bbox: 0.291998 loss_dfl: 0.180563 loss: 1.339915 eta: 6 days, 23:09:03 batch_cost: 2.1561 data_cost: 0.0010 ips: 12.9864 images/s [11/12 20:51:11] ppdet.engine INFO: Epoch: [14] [1740/3251] learning_rate: 0.189754 loss_vfl: 0.847623 loss_bbox: 0.282434 loss_dfl: 0.187152 loss: 1.310282 eta: 6 days, 23:08:29 batch_cost: 2.2437 data_cost: 0.0011 ips: 12.4794 images/s [11/12 20:51:55] ppdet.engine INFO: Epoch: [14] [1760/3251] learning_rate: 0.189746 loss_vfl: 0.855513 loss_bbox: 0.303397 loss_dfl: 0.192687 loss: 1.310835 eta: 6 days, 23:07:31 batch_cost: 2.0434 data_cost: 0.0010 ips: 13.7027 images/s [11/12 20:52:41] ppdet.engine INFO: Epoch: [14] [1780/3251] learning_rate: 0.189737 loss_vfl: 0.840095 loss_bbox: 0.302048 loss_dfl: 0.191738 loss: 1.325159 eta: 6 days, 23:06:46 batch_cost: 2.1551 data_cost: 0.0015 ips: 12.9926 images/s [11/12 20:53:27] ppdet.engine INFO: Epoch: [14] [1800/3251] learning_rate: 0.189728 loss_vfl: 0.828975 loss_bbox: 0.325834 loss_dfl: 0.200585 loss: 1.383974 eta: 6 days, 23:06:08 batch_cost: 2.2096 data_cost: 0.0010 ips: 12.6722 images/s [11/12 20:54:15] ppdet.engine INFO: Epoch: [14] [1820/3251] learning_rate: 0.189720 loss_vfl: 0.850121 loss_bbox: 0.291190 loss_dfl: 0.187607 loss: 1.334417 eta: 6 days, 23:05:30 batch_cost: 2.2119 data_cost: 0.0012 ips: 12.6591 images/s [11/12 20:55:01] ppdet.engine INFO: Epoch: [14] [1840/3251] learning_rate: 0.189711 loss_vfl: 0.827969 loss_bbox: 0.304439 loss_dfl: 0.182785 loss: 1.315256 eta: 6 days, 23:04:53 batch_cost: 2.2206 data_cost: 0.0010 ips: 12.6091 images/s [11/12 20:55:49] ppdet.engine INFO: Epoch: [14] [1860/3251] learning_rate: 0.189703 loss_vfl: 0.849408 loss_bbox: 0.266784 loss_dfl: 0.178550 loss: 1.303562 eta: 6 days, 23:04:14 batch_cost: 2.2012 data_cost: 0.0009 ips: 12.7201 images/s [11/12 20:56:33] ppdet.engine INFO: Epoch: [14] [1880/3251] learning_rate: 0.189694 loss_vfl: 0.828244 loss_bbox: 0.299012 loss_dfl: 0.187685 loss: 1.325396 eta: 6 days, 23:03:25 batch_cost: 2.1125 data_cost: 0.0012 ips: 13.2542 images/s [11/12 20:57:20] ppdet.engine INFO: Epoch: [14] [1900/3251] learning_rate: 0.189686 loss_vfl: 0.826405 loss_bbox: 0.277975 loss_dfl: 0.193973 loss: 1.320001 eta: 6 days, 23:02:48 batch_cost: 2.2204 data_cost: 0.0010 ips: 12.6102 images/s [11/12 20:58:07] ppdet.engine INFO: Epoch: [14] [1920/3251] learning_rate: 0.189677 loss_vfl: 0.861032 loss_bbox: 0.318886 loss_dfl: 0.199914 loss: 1.398752 eta: 6 days, 23:02:06 batch_cost: 2.1764 data_cost: 0.0010 ips: 12.8654 images/s [11/12 20:58:53] ppdet.engine INFO: Epoch: [14] [1940/3251] learning_rate: 0.189669 loss_vfl: 0.837170 loss_bbox: 0.292333 loss_dfl: 0.188096 loss: 1.302933 eta: 6 days, 23:01:23 batch_cost: 2.1694 data_cost: 0.0013 ips: 12.9070 images/s [11/12 20:59:39] ppdet.engine INFO: Epoch: [14] [1960/3251] learning_rate: 0.189660 loss_vfl: 0.823149 loss_bbox: 0.285222 loss_dfl: 0.185540 loss: 1.299524 eta: 6 days, 23:00:44 batch_cost: 2.2073 data_cost: 0.0015 ips: 12.6850 images/s [11/12 21:00:25] ppdet.engine INFO: Epoch: [14] [1980/3251] learning_rate: 0.189652 loss_vfl: 0.860749 loss_bbox: 0.295581 loss_dfl: 0.193423 loss: 1.348904 eta: 6 days, 22:59:50 batch_cost: 2.0738 data_cost: 0.0127 ips: 13.5017 images/s [11/12 21:01:10] ppdet.engine INFO: Epoch: [14] [2000/3251] learning_rate: 0.189643 loss_vfl: 0.847067 loss_bbox: 0.290372 loss_dfl: 0.194648 loss: 1.319742 eta: 6 days, 22:59:07 batch_cost: 2.1655 data_cost: 0.0009 ips: 12.9299 images/s [11/12 21:01:58] ppdet.engine INFO: Epoch: [14] [2020/3251] learning_rate: 0.189634 loss_vfl: 0.852500 loss_bbox: 0.285487 loss_dfl: 0.189155 loss: 1.344501 eta: 6 days, 22:58:26 batch_cost: 2.1854 data_cost: 0.0010 ips: 12.8123 images/s [11/12 21:02:44] ppdet.engine INFO: Epoch: [14] [2040/3251] learning_rate: 0.189626 loss_vfl: 0.866729 loss_bbox: 0.268796 loss_dfl: 0.166329 loss: 1.300176 eta: 6 days, 22:57:49 batch_cost: 2.2220 data_cost: 0.0009 ips: 12.6010 images/s [11/12 21:03:30] ppdet.engine INFO: Epoch: [14] [2060/3251] learning_rate: 0.189617 loss_vfl: 0.841697 loss_bbox: 0.265342 loss_dfl: 0.177380 loss: 1.253968 eta: 6 days, 22:57:07 batch_cost: 2.1706 data_cost: 0.0009 ips: 12.8996 images/s [11/12 21:04:18] ppdet.engine INFO: Epoch: [14] [2080/3251] learning_rate: 0.189609 loss_vfl: 0.846270 loss_bbox: 0.319233 loss_dfl: 0.205304 loss: 1.395752 eta: 6 days, 22:56:39 batch_cost: 2.3037 data_cost: 0.0010 ips: 12.1545 images/s [11/12 21:05:04] ppdet.engine INFO: Epoch: [14] [2100/3251] learning_rate: 0.189600 loss_vfl: 0.830126 loss_bbox: 0.311245 loss_dfl: 0.186497 loss: 1.333892 eta: 6 days, 22:55:51 batch_cost: 2.1223 data_cost: 0.0010 ips: 13.1931 images/s [11/12 21:05:50] ppdet.engine INFO: Epoch: [14] [2120/3251] learning_rate: 0.189592 loss_vfl: 0.822616 loss_bbox: 0.282650 loss_dfl: 0.170813 loss: 1.284664 eta: 6 days, 22:55:07 batch_cost: 2.1606 data_cost: 0.0009 ips: 12.9593 images/s [11/12 21:06:37] ppdet.engine INFO: Epoch: [14] [2140/3251] learning_rate: 0.189583 loss_vfl: 0.844690 loss_bbox: 0.326562 loss_dfl: 0.204793 loss: 1.378189 eta: 6 days, 22:54:23 batch_cost: 2.1583 data_cost: 0.0012 ips: 12.9729 images/s [11/12 21:07:21] ppdet.engine INFO: Epoch: [14] [2160/3251] learning_rate: 0.189574 loss_vfl: 0.866127 loss_bbox: 0.310887 loss_dfl: 0.186401 loss: 1.337096 eta: 6 days, 22:53:24 batch_cost: 2.0344 data_cost: 0.0010 ips: 13.7635 images/s [11/12 21:08:07] ppdet.engine INFO: Epoch: [14] [2180/3251] learning_rate: 0.189566 loss_vfl: 0.830283 loss_bbox: 0.323279 loss_dfl: 0.211773 loss: 1.382986 eta: 6 days, 22:52:40 batch_cost: 2.1560 data_cost: 0.0009 ips: 12.9871 images/s [11/12 21:08:53] ppdet.engine INFO: Epoch: [14] [2200/3251] learning_rate: 0.189557 loss_vfl: 0.838174 loss_bbox: 0.284917 loss_dfl: 0.187253 loss: 1.327239 eta: 6 days, 22:52:02 batch_cost: 2.2131 data_cost: 0.0009 ips: 12.6520 images/s [11/12 21:09:40] ppdet.engine INFO: Epoch: [14] [2220/3251] learning_rate: 0.189549 loss_vfl: 0.856236 loss_bbox: 0.305744 loss_dfl: 0.201312 loss: 1.377450 eta: 6 days, 22:51:22 batch_cost: 2.1956 data_cost: 0.0009 ips: 12.7526 images/s [11/12 21:10:25] ppdet.engine INFO: Epoch: [14] [2240/3251] learning_rate: 0.189540 loss_vfl: 0.846979 loss_bbox: 0.287567 loss_dfl: 0.188460 loss: 1.321756 eta: 6 days, 22:50:26 batch_cost: 2.0547 data_cost: 0.0011 ips: 13.6274 images/s [11/12 21:11:10] ppdet.engine INFO: Epoch: [14] [2260/3251] learning_rate: 0.189531 loss_vfl: 0.867413 loss_bbox: 0.309657 loss_dfl: 0.190232 loss: 1.326303 eta: 6 days, 22:49:31 batch_cost: 2.0678 data_cost: 0.0010 ips: 13.5411 images/s [11/12 21:11:57] ppdet.engine INFO: Epoch: [14] [2280/3251] learning_rate: 0.189523 loss_vfl: 0.844362 loss_bbox: 0.314529 loss_dfl: 0.193787 loss: 1.369673 eta: 6 days, 22:48:56 batch_cost: 2.2356 data_cost: 0.0010 ips: 12.5248 images/s [11/12 21:12:44] ppdet.engine INFO: Epoch: [14] [2300/3251] learning_rate: 0.189514 loss_vfl: 0.833464 loss_bbox: 0.286570 loss_dfl: 0.189099 loss: 1.333864 eta: 6 days, 22:48:13 batch_cost: 2.1656 data_cost: 0.0016 ips: 12.9295 images/s [11/12 21:13:28] ppdet.engine INFO: Epoch: [14] [2320/3251] learning_rate: 0.189505 loss_vfl: 0.841544 loss_bbox: 0.306448 loss_dfl: 0.209887 loss: 1.367583 eta: 6 days, 22:47:26 batch_cost: 2.1343 data_cost: 0.0012 ips: 13.1189 images/s [11/12 21:14:14] ppdet.engine INFO: Epoch: [14] [2340/3251] learning_rate: 0.189497 loss_vfl: 0.842063 loss_bbox: 0.297877 loss_dfl: 0.189129 loss: 1.322279 eta: 6 days, 22:46:43 batch_cost: 2.1669 data_cost: 0.0010 ips: 12.9216 images/s [11/12 21:14:58] ppdet.engine INFO: Epoch: [14] [2360/3251] learning_rate: 0.189488 loss_vfl: 0.844079 loss_bbox: 0.278931 loss_dfl: 0.177407 loss: 1.284540 eta: 6 days, 22:45:52 batch_cost: 2.1000 data_cost: 0.0013 ips: 13.3331 images/s [11/12 21:15:45] ppdet.engine INFO: Epoch: [14] [2380/3251] learning_rate: 0.189480 loss_vfl: 0.878002 loss_bbox: 0.302426 loss_dfl: 0.208101 loss: 1.365202 eta: 6 days, 22:45:00 batch_cost: 2.0951 data_cost: 0.0010 ips: 13.3648 images/s [11/12 21:16:30] ppdet.engine INFO: Epoch: [14] [2400/3251] learning_rate: 0.189471 loss_vfl: 0.827595 loss_bbox: 0.273532 loss_dfl: 0.191209 loss: 1.329460 eta: 6 days, 22:44:20 batch_cost: 2.1905 data_cost: 0.0009 ips: 12.7825 images/s [11/12 21:17:16] ppdet.engine INFO: Epoch: [14] [2420/3251] learning_rate: 0.189462 loss_vfl: 0.837595 loss_bbox: 0.288190 loss_dfl: 0.187216 loss: 1.291116 eta: 6 days, 22:43:32 batch_cost: 2.1216 data_cost: 0.0010 ips: 13.1978 images/s [11/12 21:18:02] ppdet.engine INFO: Epoch: [14] [2440/3251] learning_rate: 0.189454 loss_vfl: 0.847616 loss_bbox: 0.304533 loss_dfl: 0.196860 loss: 1.327553 eta: 6 days, 22:42:48 batch_cost: 2.1587 data_cost: 0.0011 ips: 12.9707 images/s [11/12 21:18:48] ppdet.engine INFO: Epoch: [14] [2460/3251] learning_rate: 0.189445 loss_vfl: 0.841024 loss_bbox: 0.260920 loss_dfl: 0.168474 loss: 1.300608 eta: 6 days, 22:42:04 batch_cost: 2.1644 data_cost: 0.0009 ips: 12.9365 images/s [11/12 21:19:34] ppdet.engine INFO: Epoch: [14] [2480/3251] learning_rate: 0.189436 loss_vfl: 0.861584 loss_bbox: 0.307637 loss_dfl: 0.196087 loss: 1.336604 eta: 6 days, 22:41:27 batch_cost: 2.2154 data_cost: 0.0010 ips: 12.6390 images/s [11/12 21:20:20] ppdet.engine INFO: Epoch: [14] [2500/3251] learning_rate: 0.189428 loss_vfl: 0.834940 loss_bbox: 0.303937 loss_dfl: 0.187593 loss: 1.324163 eta: 6 days, 22:40:40 batch_cost: 2.1340 data_cost: 0.0018 ips: 13.1209 images/s [11/12 21:21:05] ppdet.engine INFO: Epoch: [14] [2520/3251] learning_rate: 0.189419 loss_vfl: 0.829673 loss_bbox: 0.335002 loss_dfl: 0.211558 loss: 1.412273 eta: 6 days, 22:39:57 batch_cost: 2.1683 data_cost: 0.0010 ips: 12.9131 images/s [11/12 21:21:52] ppdet.engine INFO: Epoch: [14] [2540/3251] learning_rate: 0.189410 loss_vfl: 0.851530 loss_bbox: 0.319267 loss_dfl: 0.204514 loss: 1.386854 eta: 6 days, 22:39:16 batch_cost: 2.1883 data_cost: 0.0009 ips: 12.7952 images/s [11/12 21:22:39] ppdet.engine INFO: Epoch: [14] [2560/3251] learning_rate: 0.189402 loss_vfl: 0.825639 loss_bbox: 0.316963 loss_dfl: 0.195224 loss: 1.358967 eta: 6 days, 22:38:40 batch_cost: 2.2268 data_cost: 0.0009 ips: 12.5742 images/s [11/12 21:23:25] ppdet.engine INFO: Epoch: [14] [2580/3251] learning_rate: 0.189393 loss_vfl: 0.848630 loss_bbox: 0.298429 loss_dfl: 0.197471 loss: 1.380543 eta: 6 days, 22:38:01 batch_cost: 2.2038 data_cost: 0.0010 ips: 12.7054 images/s [11/12 21:24:13] ppdet.engine INFO: Epoch: [14] [2600/3251] learning_rate: 0.189384 loss_vfl: 0.841876 loss_bbox: 0.321114 loss_dfl: 0.207037 loss: 1.367229 eta: 6 days, 22:37:30 batch_cost: 2.2721 data_cost: 0.0010 ips: 12.3233 images/s [11/12 21:24:58] ppdet.engine INFO: Epoch: [14] [2620/3251] learning_rate: 0.189376 loss_vfl: 0.824115 loss_bbox: 0.338674 loss_dfl: 0.204562 loss: 1.402924 eta: 6 days, 22:36:37 batch_cost: 2.0831 data_cost: 0.0010 ips: 13.4415 images/s [11/12 21:25:43] ppdet.engine INFO: Epoch: [14] [2640/3251] learning_rate: 0.189367 loss_vfl: 0.850511 loss_bbox: 0.278794 loss_dfl: 0.176147 loss: 1.308691 eta: 6 days, 22:35:52 batch_cost: 2.1517 data_cost: 0.0108 ips: 13.0127 images/s [11/12 21:26:29] ppdet.engine INFO: Epoch: [14] [2660/3251] learning_rate: 0.189358 loss_vfl: 0.838282 loss_bbox: 0.305480 loss_dfl: 0.190120 loss: 1.325320 eta: 6 days, 22:35:06 batch_cost: 2.1434 data_cost: 0.0010 ips: 13.0635 images/s [11/12 21:27:16] ppdet.engine INFO: Epoch: [14] [2680/3251] learning_rate: 0.189350 loss_vfl: 0.857730 loss_bbox: 0.294340 loss_dfl: 0.192654 loss: 1.334339 eta: 6 days, 22:34:34 batch_cost: 2.2668 data_cost: 0.0010 ips: 12.3522 images/s [11/12 21:28:04] ppdet.engine INFO: Epoch: [14] [2700/3251] learning_rate: 0.189341 loss_vfl: 0.858421 loss_bbox: 0.310705 loss_dfl: 0.195118 loss: 1.356018 eta: 6 days, 22:34:05 batch_cost: 2.2853 data_cost: 0.0012 ips: 12.2523 images/s [11/12 21:28:48] ppdet.engine INFO: Epoch: [14] [2720/3251] learning_rate: 0.189332 loss_vfl: 0.822204 loss_bbox: 0.302610 loss_dfl: 0.193582 loss: 1.341277 eta: 6 days, 22:33:07 batch_cost: 2.0404 data_cost: 0.0010 ips: 13.7226 images/s [11/12 21:29:34] ppdet.engine INFO: Epoch: [14] [2740/3251] learning_rate: 0.189324 loss_vfl: 0.841128 loss_bbox: 0.325176 loss_dfl: 0.203055 loss: 1.367245 eta: 6 days, 22:32:22 batch_cost: 2.1523 data_cost: 0.0010 ips: 13.0094 images/s [11/12 21:30:19] ppdet.engine INFO: Epoch: [14] [2760/3251] learning_rate: 0.189315 loss_vfl: 0.848057 loss_bbox: 0.311697 loss_dfl: 0.202889 loss: 1.348888 eta: 6 days, 22:31:36 batch_cost: 2.1391 data_cost: 0.0010 ips: 13.0898 images/s [11/12 21:31:06] ppdet.engine INFO: Epoch: [14] [2780/3251] learning_rate: 0.189306 loss_vfl: 0.866008 loss_bbox: 0.344473 loss_dfl: 0.211567 loss: 1.378776 eta: 6 days, 22:30:59 batch_cost: 2.2203 data_cost: 0.0014 ips: 12.6109 images/s [11/12 21:31:50] ppdet.engine INFO: Epoch: [14] [2800/3251] learning_rate: 0.189298 loss_vfl: 0.848721 loss_bbox: 0.282643 loss_dfl: 0.179892 loss: 1.314277 eta: 6 days, 22:30:02 batch_cost: 2.0511 data_cost: 0.0011 ips: 13.6511 images/s [11/12 21:32:35] ppdet.engine INFO: Epoch: [14] [2820/3251] learning_rate: 0.189289 loss_vfl: 0.857070 loss_bbox: 0.310449 loss_dfl: 0.197404 loss: 1.406772 eta: 6 days, 22:29:21 batch_cost: 2.1826 data_cost: 0.0010 ips: 12.8286 images/s [11/12 21:33:22] ppdet.engine INFO: Epoch: [14] [2840/3251] learning_rate: 0.189280 loss_vfl: 0.835182 loss_bbox: 0.276431 loss_dfl: 0.180828 loss: 1.296457 eta: 6 days, 22:28:38 batch_cost: 2.1629 data_cost: 0.0010 ips: 12.9454 images/s [11/12 21:34:07] ppdet.engine INFO: Epoch: [14] [2860/3251] learning_rate: 0.189272 loss_vfl: 0.838520 loss_bbox: 0.299207 loss_dfl: 0.199173 loss: 1.353298 eta: 6 days, 22:27:54 batch_cost: 2.1671 data_cost: 0.0010 ips: 12.9206 images/s [11/12 21:34:51] ppdet.engine INFO: Epoch: [14] [2880/3251] learning_rate: 0.189263 loss_vfl: 0.856575 loss_bbox: 0.270218 loss_dfl: 0.193632 loss: 1.311091 eta: 6 days, 22:26:58 batch_cost: 2.0526 data_cost: 0.0010 ips: 13.6410 images/s [11/12 21:35:38] ppdet.engine INFO: Epoch: [14] [2900/3251] learning_rate: 0.189254 loss_vfl: 0.843588 loss_bbox: 0.322145 loss_dfl: 0.208861 loss: 1.365535 eta: 6 days, 22:26:20 batch_cost: 2.2086 data_cost: 0.0009 ips: 12.6779 images/s [11/12 21:36:23] ppdet.engine INFO: Epoch: [14] [2920/3251] learning_rate: 0.189245 loss_vfl: 0.868919 loss_bbox: 0.267191 loss_dfl: 0.177792 loss: 1.334351 eta: 6 days, 22:25:34 batch_cost: 2.1458 data_cost: 0.0098 ips: 13.0485 images/s [11/12 21:37:08] ppdet.engine INFO: Epoch: [14] [2940/3251] learning_rate: 0.189237 loss_vfl: 0.832708 loss_bbox: 0.274034 loss_dfl: 0.175525 loss: 1.286372 eta: 6 days, 22:24:43 batch_cost: 2.0959 data_cost: 0.0010 ips: 13.3595 images/s [11/12 21:37:53] ppdet.engine INFO: Epoch: [14] [2960/3251] learning_rate: 0.189228 loss_vfl: 0.839542 loss_bbox: 0.298867 loss_dfl: 0.192294 loss: 1.333898 eta: 6 days, 22:23:56 batch_cost: 2.1370 data_cost: 0.0010 ips: 13.1028 images/s [11/12 21:38:40] ppdet.engine INFO: Epoch: [14] [2980/3251] learning_rate: 0.189219 loss_vfl: 0.821703 loss_bbox: 0.310983 loss_dfl: 0.178218 loss: 1.310808 eta: 6 days, 22:23:19 batch_cost: 2.2190 data_cost: 0.0009 ips: 12.6181 images/s [11/12 21:39:26] ppdet.engine INFO: Epoch: [14] [3000/3251] learning_rate: 0.189211 loss_vfl: 0.859160 loss_bbox: 0.289368 loss_dfl: 0.191501 loss: 1.360912 eta: 6 days, 22:22:40 batch_cost: 2.1983 data_cost: 0.0010 ips: 12.7372 images/s [11/12 21:40:12] ppdet.engine INFO: Epoch: [14] [3020/3251] learning_rate: 0.189202 loss_vfl: 0.844704 loss_bbox: 0.324194 loss_dfl: 0.203520 loss: 1.368193 eta: 6 days, 22:21:50 batch_cost: 2.1083 data_cost: 0.0009 ips: 13.2807 images/s [11/12 21:41:00] ppdet.engine INFO: Epoch: [14] [3040/3251] learning_rate: 0.189193 loss_vfl: 0.840229 loss_bbox: 0.312023 loss_dfl: 0.206176 loss: 1.335156 eta: 6 days, 22:21:22 batch_cost: 2.3040 data_cost: 0.0012 ips: 12.1530 images/s [11/12 21:41:48] ppdet.engine INFO: Epoch: [14] [3060/3251] learning_rate: 0.189184 loss_vfl: 0.856781 loss_bbox: 0.295473 loss_dfl: 0.187099 loss: 1.379398 eta: 6 days, 22:20:48 batch_cost: 2.2475 data_cost: 0.0009 ips: 12.4581 images/s [11/12 21:42:32] ppdet.engine INFO: Epoch: [14] [3080/3251] learning_rate: 0.189176 loss_vfl: 0.821408 loss_bbox: 0.326863 loss_dfl: 0.210242 loss: 1.377732 eta: 6 days, 22:19:57 batch_cost: 2.0981 data_cost: 0.0010 ips: 13.3456 images/s [11/12 21:43:18] ppdet.engine INFO: Epoch: [14] [3100/3251] learning_rate: 0.189167 loss_vfl: 0.845919 loss_bbox: 0.316299 loss_dfl: 0.197303 loss: 1.355488 eta: 6 days, 22:19:17 batch_cost: 2.1915 data_cost: 0.0009 ips: 12.7765 images/s [11/12 21:44:03] ppdet.engine INFO: Epoch: [14] [3120/3251] learning_rate: 0.189158 loss_vfl: 0.806670 loss_bbox: 0.314164 loss_dfl: 0.198678 loss: 1.332243 eta: 6 days, 22:18:26 batch_cost: 2.0960 data_cost: 0.0009 ips: 13.3589 images/s [11/12 21:44:51] ppdet.engine INFO: Epoch: [14] [3140/3251] learning_rate: 0.189149 loss_vfl: 0.832720 loss_bbox: 0.268160 loss_dfl: 0.167779 loss: 1.271028 eta: 6 days, 22:17:50 batch_cost: 2.2375 data_cost: 0.0013 ips: 12.5141 images/s [11/12 21:45:39] ppdet.engine INFO: Epoch: [14] [3160/3251] learning_rate: 0.189141 loss_vfl: 0.840122 loss_bbox: 0.354521 loss_dfl: 0.214777 loss: 1.416323 eta: 6 days, 22:17:19 batch_cost: 2.2707 data_cost: 0.0015 ips: 12.3311 images/s [11/12 21:46:24] ppdet.engine INFO: Epoch: [14] [3180/3251] learning_rate: 0.189132 loss_vfl: 0.848667 loss_bbox: 0.279519 loss_dfl: 0.190933 loss: 1.332336 eta: 6 days, 22:16:36 batch_cost: 2.1630 data_cost: 0.0010 ips: 12.9448 images/s [11/12 21:47:10] ppdet.engine INFO: Epoch: [14] [3200/3251] learning_rate: 0.189123 loss_vfl: 0.841274 loss_bbox: 0.300339 loss_dfl: 0.184816 loss: 1.340782 eta: 6 days, 22:15:48 batch_cost: 2.1292 data_cost: 0.0011 ips: 13.1503 images/s [11/12 21:47:55] ppdet.engine INFO: Epoch: [14] [3220/3251] learning_rate: 0.189114 loss_vfl: 0.827501 loss_bbox: 0.302586 loss_dfl: 0.201484 loss: 1.339614 eta: 6 days, 22:14:56 batch_cost: 2.0857 data_cost: 0.0010 ips: 13.4248 images/s [11/12 21:48:41] ppdet.engine INFO: Epoch: [14] [3240/3251] learning_rate: 0.189105 loss_vfl: 0.856527 loss_bbox: 0.267431 loss_dfl: 0.183520 loss: 1.316285 eta: 6 days, 22:14:09 batch_cost: 2.1359 data_cost: 0.0021 ips: 13.1093 images/s [11/12 21:49:20] ppdet.engine INFO: Epoch: [15] [ 0/3251] learning_rate: 0.189101 loss_vfl: 0.841338 loss_bbox: 0.276289 loss_dfl: 0.185368 loss: 1.332643 eta: 6 days, 22:14:19 batch_cost: 2.4208 data_cost: 0.6436 ips: 11.5663 images/s [11/12 21:50:11] ppdet.engine INFO: Epoch: [15] [ 20/3251] learning_rate: 0.189092 loss_vfl: 0.851867 loss_bbox: 0.271742 loss_dfl: 0.185684 loss: 1.311120 eta: 6 days, 22:14:11 batch_cost: 2.4799 data_cost: 0.0009 ips: 11.2910 images/s [11/12 21:50:58] ppdet.engine INFO: Epoch: [15] [ 40/3251] learning_rate: 0.189083 loss_vfl: 0.845983 loss_bbox: 0.274422 loss_dfl: 0.176458 loss: 1.305278 eta: 6 days, 22:13:30 batch_cost: 2.1845 data_cost: 0.0011 ips: 12.8173 images/s [11/12 21:51:47] ppdet.engine INFO: Epoch: [15] [ 60/3251] learning_rate: 0.189074 loss_vfl: 0.860421 loss_bbox: 0.310733 loss_dfl: 0.197946 loss: 1.351988 eta: 6 days, 22:13:01 batch_cost: 2.2893 data_cost: 0.0012 ips: 12.2310 images/s [11/12 21:52:33] ppdet.engine INFO: Epoch: [15] [ 80/3251] learning_rate: 0.189066 loss_vfl: 0.842270 loss_bbox: 0.304984 loss_dfl: 0.199958 loss: 1.360056 eta: 6 days, 22:12:13 batch_cost: 2.1273 data_cost: 0.0018 ips: 13.1622 images/s [11/12 21:53:17] ppdet.engine INFO: Epoch: [15] [ 100/3251] learning_rate: 0.189057 loss_vfl: 0.850627 loss_bbox: 0.289166 loss_dfl: 0.194700 loss: 1.355722 eta: 6 days, 22:11:21 batch_cost: 2.0905 data_cost: 0.0010 ips: 13.3940 images/s [11/12 21:54:03] ppdet.engine INFO: Epoch: [15] [ 120/3251] learning_rate: 0.189048 loss_vfl: 0.835876 loss_bbox: 0.298031 loss_dfl: 0.189731 loss: 1.326870 eta: 6 days, 22:10:41 batch_cost: 2.1897 data_cost: 0.0010 ips: 12.7871 images/s [11/12 21:54:48] ppdet.engine INFO: Epoch: [15] [ 140/3251] learning_rate: 0.189039 loss_vfl: 0.866730 loss_bbox: 0.315680 loss_dfl: 0.200481 loss: 1.366186 eta: 6 days, 22:09:57 batch_cost: 2.1684 data_cost: 0.0011 ips: 12.9130 images/s [11/12 21:55:33] ppdet.engine INFO: Epoch: [15] [ 160/3251] learning_rate: 0.189030 loss_vfl: 0.843350 loss_bbox: 0.324179 loss_dfl: 0.206838 loss: 1.356540 eta: 6 days, 22:09:11 batch_cost: 2.1335 data_cost: 0.0010 ips: 13.1241 images/s [11/12 21:56:19] ppdet.engine INFO: Epoch: [15] [ 180/3251] learning_rate: 0.189022 loss_vfl: 0.841253 loss_bbox: 0.294290 loss_dfl: 0.194550 loss: 1.326953 eta: 6 days, 22:08:31 batch_cost: 2.1991 data_cost: 0.0011 ips: 12.7323 images/s [11/12 21:57:05] ppdet.engine INFO: Epoch: [15] [ 200/3251] learning_rate: 0.189013 loss_vfl: 0.821308 loss_bbox: 0.324928 loss_dfl: 0.200940 loss: 1.352247 eta: 6 days, 22:07:49 batch_cost: 2.1764 data_cost: 0.0009 ips: 12.8652 images/s [11/12 21:57:51] ppdet.engine INFO: Epoch: [15] [ 220/3251] learning_rate: 0.189004 loss_vfl: 0.842663 loss_bbox: 0.292150 loss_dfl: 0.195652 loss: 1.333517 eta: 6 days, 22:07:04 batch_cost: 2.1488 data_cost: 0.0010 ips: 13.0308 images/s [11/12 21:58:39] ppdet.engine INFO: Epoch: [15] [ 240/3251] learning_rate: 0.188995 loss_vfl: 0.832678 loss_bbox: 0.307715 loss_dfl: 0.203713 loss: 1.360432 eta: 6 days, 22:06:32 batch_cost: 2.2670 data_cost: 0.0010 ips: 12.3513 images/s [11/12 21:59:25] ppdet.engine INFO: Epoch: [15] [ 260/3251] learning_rate: 0.188986 loss_vfl: 0.841932 loss_bbox: 0.305904 loss_dfl: 0.202642 loss: 1.367530 eta: 6 days, 22:05:41 batch_cost: 2.1039 data_cost: 0.0010 ips: 13.3087 images/s [11/12 22:00:12] ppdet.engine INFO: Epoch: [15] [ 280/3251] learning_rate: 0.188977 loss_vfl: 0.847158 loss_bbox: 0.320809 loss_dfl: 0.204332 loss: 1.378496 eta: 6 days, 22:05:10 batch_cost: 2.2713 data_cost: 0.0017 ips: 12.3280 images/s [11/12 22:00:57] ppdet.engine INFO: Epoch: [15] [ 300/3251] learning_rate: 0.188969 loss_vfl: 0.842997 loss_bbox: 0.289070 loss_dfl: 0.177930 loss: 1.306311 eta: 6 days, 22:04:24 batch_cost: 2.1415 data_cost: 0.0012 ips: 13.0747 images/s [11/12 22:01:43] ppdet.engine INFO: Epoch: [15] [ 320/3251] learning_rate: 0.188960 loss_vfl: 0.847118 loss_bbox: 0.298290 loss_dfl: 0.194946 loss: 1.342853 eta: 6 days, 22:03:46 batch_cost: 2.2182 data_cost: 0.0009 ips: 12.6231 images/s [11/12 22:02:30] ppdet.engine INFO: Epoch: [15] 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0.860732 loss_bbox: 0.303374 loss_dfl: 0.186249 loss: 1.366383 eta: 6 days, 22:00:19 batch_cost: 2.1582 data_cost: 0.0010 ips: 12.9737 images/s [11/12 22:06:20] ppdet.engine INFO: Epoch: [15] [ 440/3251] learning_rate: 0.188907 loss_vfl: 0.843248 loss_bbox: 0.313423 loss_dfl: 0.203784 loss: 1.407155 eta: 6 days, 21:59:47 batch_cost: 2.2616 data_cost: 0.0011 ips: 12.3808 images/s [11/12 22:07:07] ppdet.engine INFO: Epoch: [15] [ 460/3251] learning_rate: 0.188898 loss_vfl: 0.842246 loss_bbox: 0.307697 loss_dfl: 0.206325 loss: 1.374426 eta: 6 days, 21:58:58 batch_cost: 2.1212 data_cost: 0.0023 ips: 13.2000 images/s [11/12 22:07:53] ppdet.engine INFO: Epoch: [15] [ 480/3251] learning_rate: 0.188889 loss_vfl: 0.847635 loss_bbox: 0.276436 loss_dfl: 0.187875 loss: 1.342119 eta: 6 days, 21:58:11 batch_cost: 2.1311 data_cost: 0.0014 ips: 13.1387 images/s [11/12 22:08:37] ppdet.engine INFO: Epoch: [15] [ 500/3251] learning_rate: 0.188880 loss_vfl: 0.813454 loss_bbox: 0.280082 loss_dfl: 0.175941 loss: 1.285947 eta: 6 days, 21:57:13 batch_cost: 2.0351 data_cost: 0.0010 ips: 13.7586 images/s [11/12 22:09:24] ppdet.engine INFO: Epoch: [15] [ 520/3251] learning_rate: 0.188871 loss_vfl: 0.827693 loss_bbox: 0.301169 loss_dfl: 0.204205 loss: 1.325828 eta: 6 days, 21:56:35 batch_cost: 2.2118 data_cost: 0.0009 ips: 12.6592 images/s [11/12 22:10:09] ppdet.engine INFO: Epoch: [15] [ 540/3251] learning_rate: 0.188863 loss_vfl: 0.858390 loss_bbox: 0.295492 loss_dfl: 0.192311 loss: 1.330783 eta: 6 days, 21:55:50 batch_cost: 2.1490 data_cost: 0.0010 ips: 13.0293 images/s [11/12 22:10:57] ppdet.engine INFO: Epoch: [15] [ 560/3251] learning_rate: 0.188854 loss_vfl: 0.821771 loss_bbox: 0.319800 loss_dfl: 0.191325 loss: 1.348464 eta: 6 days, 21:55:18 batch_cost: 2.2701 data_cost: 0.0010 ips: 12.3342 images/s [11/12 22:11:42] ppdet.engine INFO: Epoch: [15] [ 580/3251] learning_rate: 0.188845 loss_vfl: 0.830523 loss_bbox: 0.285085 loss_dfl: 0.184655 loss: 1.302849 eta: 6 days, 21:54:27 batch_cost: 2.1000 data_cost: 0.0017 ips: 13.3332 images/s [11/12 22:12:32] ppdet.engine INFO: Epoch: [15] [ 600/3251] learning_rate: 0.188836 loss_vfl: 0.850936 loss_bbox: 0.330642 loss_dfl: 0.206941 loss: 1.392467 eta: 6 days, 21:54:09 batch_cost: 2.3865 data_cost: 0.0009 ips: 11.7329 images/s [11/12 22:13:18] ppdet.engine INFO: Epoch: [15] [ 620/3251] learning_rate: 0.188827 loss_vfl: 0.843932 loss_bbox: 0.296499 loss_dfl: 0.193504 loss: 1.333562 eta: 6 days, 21:53:25 batch_cost: 2.1651 data_cost: 0.0010 ips: 12.9325 images/s [11/12 22:14:04] ppdet.engine INFO: Epoch: [15] [ 640/3251] learning_rate: 0.188818 loss_vfl: 0.823415 loss_bbox: 0.330714 loss_dfl: 0.202054 loss: 1.344732 eta: 6 days, 21:52:46 batch_cost: 2.2039 data_cost: 0.0012 ips: 12.7047 images/s [11/12 22:14:51] ppdet.engine INFO: Epoch: [15] [ 660/3251] learning_rate: 0.188809 loss_vfl: 0.846969 loss_bbox: 0.316629 loss_dfl: 0.205614 loss: 1.364297 eta: 6 days, 21:51:58 batch_cost: 2.1229 data_cost: 0.0010 ips: 13.1896 images/s [11/12 22:15:36] ppdet.engine INFO: Epoch: [15] [ 680/3251] learning_rate: 0.188800 loss_vfl: 0.833601 loss_bbox: 0.298717 loss_dfl: 0.195789 loss: 1.351114 eta: 6 days, 21:51:13 batch_cost: 2.1529 data_cost: 0.0018 ips: 13.0056 images/s [11/12 22:16:23] ppdet.engine INFO: Epoch: [15] [ 700/3251] learning_rate: 0.188792 loss_vfl: 0.841286 loss_bbox: 0.282053 loss_dfl: 0.186854 loss: 1.304898 eta: 6 days, 21:50:30 batch_cost: 2.1681 data_cost: 0.0010 ips: 12.9146 images/s [11/12 22:17:11] ppdet.engine INFO: Epoch: [15] [ 720/3251] learning_rate: 0.188783 loss_vfl: 0.860852 loss_bbox: 0.276412 loss_dfl: 0.176297 loss: 1.313607 eta: 6 days, 21:49:51 batch_cost: 2.2060 data_cost: 0.0042 ips: 12.6925 images/s [11/12 22:17:55] ppdet.engine INFO: Epoch: [15] [ 740/3251] learning_rate: 0.188774 loss_vfl: 0.829036 loss_bbox: 0.297404 loss_dfl: 0.187555 loss: 1.313947 eta: 6 days, 21:48:55 batch_cost: 2.0510 data_cost: 0.0010 ips: 13.6519 images/s [11/12 22:18:42] ppdet.engine INFO: Epoch: [15] [ 760/3251] learning_rate: 0.188765 loss_vfl: 0.830249 loss_bbox: 0.294217 loss_dfl: 0.196307 loss: 1.337614 eta: 6 days, 21:48:18 batch_cost: 2.2196 data_cost: 0.0011 ips: 12.6148 images/s [11/12 22:19:29] ppdet.engine INFO: Epoch: [15] [ 780/3251] learning_rate: 0.188756 loss_vfl: 0.864400 loss_bbox: 0.340557 loss_dfl: 0.211491 loss: 1.411454 eta: 6 days, 21:47:48 batch_cost: 2.2824 data_cost: 0.0009 ips: 12.2680 images/s [11/12 22:20:14] ppdet.engine INFO: Epoch: [15] [ 800/3251] learning_rate: 0.188747 loss_vfl: 0.854998 loss_bbox: 0.290572 loss_dfl: 0.195851 loss: 1.315017 eta: 6 days, 21:47:04 batch_cost: 2.1641 data_cost: 0.0010 ips: 12.9385 images/s [11/12 22:21:01] ppdet.engine INFO: Epoch: [15] [ 820/3251] learning_rate: 0.188738 loss_vfl: 0.823520 loss_bbox: 0.294163 loss_dfl: 0.193584 loss: 1.310847 eta: 6 days, 21:46:20 batch_cost: 2.1633 data_cost: 0.0010 ips: 12.9431 images/s [11/12 22:21:47] ppdet.engine INFO: Epoch: [15] [ 840/3251] learning_rate: 0.188729 loss_vfl: 0.841591 loss_bbox: 0.293889 loss_dfl: 0.186099 loss: 1.361450 eta: 6 days, 21:45:30 batch_cost: 2.1011 data_cost: 0.0011 ips: 13.3267 images/s [11/12 22:22:34] ppdet.engine INFO: Epoch: [15] [ 860/3251] learning_rate: 0.188720 loss_vfl: 0.826300 loss_bbox: 0.291380 loss_dfl: 0.180886 loss: 1.316224 eta: 6 days, 21:44:57 batch_cost: 2.2633 data_cost: 0.0010 ips: 12.3715 images/s [11/12 22:23:21] ppdet.engine INFO: Epoch: [15] [ 880/3251] learning_rate: 0.188711 loss_vfl: 0.852535 loss_bbox: 0.259749 loss_dfl: 0.169338 loss: 1.270399 eta: 6 days, 21:44:20 batch_cost: 2.2191 data_cost: 0.0009 ips: 12.6176 images/s [11/12 22:24:07] ppdet.engine INFO: Epoch: [15] [ 900/3251] learning_rate: 0.188702 loss_vfl: 0.814073 loss_bbox: 0.297312 loss_dfl: 0.185392 loss: 1.321873 eta: 6 days, 21:43:32 batch_cost: 2.1213 data_cost: 0.0010 ips: 13.1993 images/s [11/12 22:24:52] ppdet.engine INFO: Epoch: [15] [ 920/3251] learning_rate: 0.188694 loss_vfl: 0.845446 loss_bbox: 0.291376 loss_dfl: 0.193888 loss: 1.346781 eta: 6 days, 21:42:51 batch_cost: 2.1889 data_cost: 0.0010 ips: 12.7917 images/s [11/12 22:25:39] ppdet.engine INFO: Epoch: [15] [ 940/3251] learning_rate: 0.188685 loss_vfl: 0.858098 loss_bbox: 0.335028 loss_dfl: 0.209963 loss: 1.396430 eta: 6 days, 21:42:17 batch_cost: 2.2479 data_cost: 0.0010 ips: 12.4561 images/s [11/12 22:26:23] ppdet.engine INFO: Epoch: [15] [ 960/3251] learning_rate: 0.188676 loss_vfl: 0.848746 loss_bbox: 0.294961 loss_dfl: 0.196746 loss: 1.359151 eta: 6 days, 21:41:23 batch_cost: 2.0764 data_cost: 0.0010 ips: 13.4847 images/s [11/12 22:27:09] ppdet.engine INFO: Epoch: [15] [ 980/3251] learning_rate: 0.188667 loss_vfl: 0.850573 loss_bbox: 0.275403 loss_dfl: 0.186614 loss: 1.344261 eta: 6 days, 21:40:33 batch_cost: 2.1015 data_cost: 0.0009 ips: 13.3240 images/s [11/12 22:27:56] ppdet.engine INFO: Epoch: [15] [1000/3251] learning_rate: 0.188658 loss_vfl: 0.856298 loss_bbox: 0.313007 loss_dfl: 0.200399 loss: 1.373533 eta: 6 days, 21:39:58 batch_cost: 2.2423 data_cost: 0.0011 ips: 12.4870 images/s [11/12 22:28:42] ppdet.engine INFO: Epoch: [15] [1020/3251] learning_rate: 0.188649 loss_vfl: 0.827236 loss_bbox: 0.275316 loss_dfl: 0.192501 loss: 1.312409 eta: 6 days, 21:39:10 batch_cost: 2.1224 data_cost: 0.0009 ips: 13.1924 images/s [11/12 22:29:29] ppdet.engine INFO: Epoch: [15] [1040/3251] learning_rate: 0.188640 loss_vfl: 0.858307 loss_bbox: 0.310803 loss_dfl: 0.194324 loss: 1.384786 eta: 6 days, 21:38:32 batch_cost: 2.2142 data_cost: 0.0023 ips: 12.6457 images/s [11/12 22:30:18] ppdet.engine INFO: Epoch: [15] [1060/3251] learning_rate: 0.188631 loss_vfl: 0.837488 loss_bbox: 0.286646 loss_dfl: 0.189874 loss: 1.298723 eta: 6 days, 21:38:02 batch_cost: 2.2845 data_cost: 0.0010 ips: 12.2563 images/s [11/12 22:31:04] ppdet.engine INFO: Epoch: [15] [1080/3251] learning_rate: 0.188622 loss_vfl: 0.864823 loss_bbox: 0.318241 loss_dfl: 0.199228 loss: 1.385965 eta: 6 days, 21:37:17 batch_cost: 2.1550 data_cost: 0.0010 ips: 12.9929 images/s [11/12 22:31:52] ppdet.engine INFO: Epoch: [15] [1100/3251] learning_rate: 0.188613 loss_vfl: 0.837368 loss_bbox: 0.276774 loss_dfl: 0.171643 loss: 1.306041 eta: 6 days, 21:36:48 batch_cost: 2.2926 data_cost: 0.0010 ips: 12.2130 images/s [11/12 22:32:37] ppdet.engine INFO: Epoch: [15] [1120/3251] learning_rate: 0.188604 loss_vfl: 0.846218 loss_bbox: 0.269407 loss_dfl: 0.183269 loss: 1.300395 eta: 6 days, 21:36:02 batch_cost: 2.1483 data_cost: 0.0015 ips: 13.0338 images/s [11/12 22:33:22] ppdet.engine INFO: Epoch: [15] [1140/3251] learning_rate: 0.188595 loss_vfl: 0.852267 loss_bbox: 0.278579 loss_dfl: 0.184917 loss: 1.331116 eta: 6 days, 21:35:17 batch_cost: 2.1490 data_cost: 0.0010 ips: 13.0293 images/s [11/12 22:34:08] ppdet.engine INFO: Epoch: [15] [1160/3251] learning_rate: 0.188586 loss_vfl: 0.853945 loss_bbox: 0.278976 loss_dfl: 0.190037 loss: 1.321055 eta: 6 days, 21:34:29 batch_cost: 2.1244 data_cost: 0.0012 ips: 13.1800 images/s [11/12 22:34:55] ppdet.engine INFO: Epoch: [15] [1180/3251] learning_rate: 0.188577 loss_vfl: 0.841514 loss_bbox: 0.293208 loss_dfl: 0.191621 loss: 1.319339 eta: 6 days, 21:33:51 batch_cost: 2.2140 data_cost: 0.0010 ips: 12.6466 images/s [11/12 22:35:40] ppdet.engine INFO: Epoch: [15] [1200/3251] learning_rate: 0.188568 loss_vfl: 0.855900 loss_bbox: 0.283280 loss_dfl: 0.186227 loss: 1.321683 eta: 6 days, 21:33:12 batch_cost: 2.2060 data_cost: 0.0018 ips: 12.6926 images/s [11/12 22:36:26] ppdet.engine INFO: Epoch: [15] [1220/3251] learning_rate: 0.188559 loss_vfl: 0.842956 loss_bbox: 0.281120 loss_dfl: 0.187297 loss: 1.368350 eta: 6 days, 21:32:25 batch_cost: 2.1295 data_cost: 0.0009 ips: 13.1485 images/s [11/12 22:37:14] ppdet.engine INFO: Epoch: [15] [1240/3251] learning_rate: 0.188550 loss_vfl: 0.843289 loss_bbox: 0.291743 loss_dfl: 0.185416 loss: 1.338261 eta: 6 days, 21:31:48 batch_cost: 2.2274 data_cost: 0.0010 ips: 12.5709 images/s [11/12 22:38:01] ppdet.engine INFO: Epoch: [15] [1260/3251] learning_rate: 0.188541 loss_vfl: 0.859245 loss_bbox: 0.268763 loss_dfl: 0.172955 loss: 1.292753 eta: 6 days, 21:31:10 batch_cost: 2.2124 data_cost: 0.0010 ips: 12.6561 images/s [11/12 22:38:46] ppdet.engine INFO: Epoch: [15] [1280/3251] learning_rate: 0.188532 loss_vfl: 0.852855 loss_bbox: 0.284880 loss_dfl: 0.181953 loss: 1.312129 eta: 6 days, 21:30:21 batch_cost: 2.1178 data_cost: 0.0009 ips: 13.2215 images/s [11/12 22:39:32] ppdet.engine INFO: Epoch: [15] [1300/3251] learning_rate: 0.188523 loss_vfl: 0.829966 loss_bbox: 0.312361 loss_dfl: 0.194420 loss: 1.342412 eta: 6 days, 21:29:43 batch_cost: 2.2075 data_cost: 0.0009 ips: 12.6843 images/s [11/12 22:40:18] ppdet.engine INFO: Epoch: [15] [1320/3251] learning_rate: 0.188514 loss_vfl: 0.842010 loss_bbox: 0.313183 loss_dfl: 0.192753 loss: 1.345222 eta: 6 days, 21:28:59 batch_cost: 2.1622 data_cost: 0.0010 ips: 12.9498 images/s [11/12 22:41:05] ppdet.engine INFO: Epoch: [15] [1340/3251] learning_rate: 0.188505 loss_vfl: 0.817513 loss_bbox: 0.299879 loss_dfl: 0.190161 loss: 1.315882 eta: 6 days, 21:28:22 batch_cost: 2.2257 data_cost: 0.0011 ips: 12.5800 images/s [11/12 22:41:51] ppdet.engine INFO: Epoch: [15] [1360/3251] learning_rate: 0.188496 loss_vfl: 0.815991 loss_bbox: 0.321630 loss_dfl: 0.206726 loss: 1.335019 eta: 6 days, 21:27:36 batch_cost: 2.1412 data_cost: 0.0014 ips: 13.0769 images/s [11/12 22:42:37] ppdet.engine INFO: Epoch: [15] [1380/3251] learning_rate: 0.188487 loss_vfl: 0.848047 loss_bbox: 0.291368 loss_dfl: 0.181984 loss: 1.306402 eta: 6 days, 21:26:58 batch_cost: 2.2122 data_cost: 0.0009 ips: 12.6574 images/s [11/12 22:43:21] ppdet.engine INFO: Epoch: [15] [1400/3251] learning_rate: 0.188478 loss_vfl: 0.839234 loss_bbox: 0.307640 loss_dfl: 0.199142 loss: 1.330835 eta: 6 days, 21:26:07 batch_cost: 2.1001 data_cost: 0.0011 ips: 13.3325 images/s [11/12 22:44:09] ppdet.engine INFO: Epoch: [15] [1420/3251] learning_rate: 0.188469 loss_vfl: 0.842610 loss_bbox: 0.357162 loss_dfl: 0.216315 loss: 1.399347 eta: 6 days, 21:25:29 batch_cost: 2.2183 data_cost: 0.0009 ips: 12.6221 images/s [11/12 22:44:55] ppdet.engine INFO: Epoch: [15] [1440/3251] learning_rate: 0.188460 loss_vfl: 0.843449 loss_bbox: 0.298072 loss_dfl: 0.192915 loss: 1.365038 eta: 6 days, 21:24:36 batch_cost: 2.0725 data_cost: 0.0012 ips: 13.5105 images/s [11/12 22:45:40] ppdet.engine INFO: Epoch: [15] [1460/3251] learning_rate: 0.188451 loss_vfl: 0.841634 loss_bbox: 0.324246 loss_dfl: 0.207008 loss: 1.376699 eta: 6 days, 21:23:43 batch_cost: 2.0755 data_cost: 0.0012 ips: 13.4910 images/s [11/12 22:46:26] ppdet.engine INFO: Epoch: [15] [1480/3251] learning_rate: 0.188442 loss_vfl: 0.843426 loss_bbox: 0.318160 loss_dfl: 0.217117 loss: 1.410618 eta: 6 days, 21:23:04 batch_cost: 2.2050 data_cost: 0.0010 ips: 12.6985 images/s [11/12 22:47:13] ppdet.engine INFO: Epoch: [15] [1500/3251] learning_rate: 0.188433 loss_vfl: 0.861384 loss_bbox: 0.320472 loss_dfl: 0.204044 loss: 1.386892 eta: 6 days, 21:22:23 batch_cost: 2.1905 data_cost: 0.0020 ips: 12.7824 images/s [11/12 22:47:59] ppdet.engine INFO: Epoch: [15] [1520/3251] learning_rate: 0.188424 loss_vfl: 0.834061 loss_bbox: 0.294547 loss_dfl: 0.192352 loss: 1.318486 eta: 6 days, 21:21:42 batch_cost: 2.1888 data_cost: 0.0011 ips: 12.7922 images/s [11/12 22:48:48] ppdet.engine INFO: Epoch: [15] [1540/3251] learning_rate: 0.188415 loss_vfl: 0.848496 loss_bbox: 0.297313 loss_dfl: 0.187803 loss: 1.330413 eta: 6 days, 21:21:12 batch_cost: 2.2886 data_cost: 0.0016 ips: 12.2348 images/s [11/12 22:49:33] ppdet.engine INFO: Epoch: [15] [1560/3251] learning_rate: 0.188406 loss_vfl: 0.849892 loss_bbox: 0.269352 loss_dfl: 0.176492 loss: 1.269530 eta: 6 days, 21:20:25 batch_cost: 2.1320 data_cost: 0.0010 ips: 13.1331 images/s [11/12 22:50:17] ppdet.engine INFO: Epoch: [15] [1580/3251] learning_rate: 0.188397 loss_vfl: 0.848743 loss_bbox: 0.312093 loss_dfl: 0.203113 loss: 1.383485 eta: 6 days, 21:19:35 batch_cost: 2.1039 data_cost: 0.0009 ips: 13.3085 images/s [11/12 22:51:03] ppdet.engine INFO: Epoch: [15] [1600/3251] learning_rate: 0.188388 loss_vfl: 0.879168 loss_bbox: 0.295178 loss_dfl: 0.195306 loss: 1.337382 eta: 6 days, 21:18:51 batch_cost: 2.1599 data_cost: 0.0009 ips: 12.9638 images/s [11/12 22:51:48] ppdet.engine INFO: Epoch: [15] [1620/3251] learning_rate: 0.188379 loss_vfl: 0.850951 loss_bbox: 0.283243 loss_dfl: 0.186264 loss: 1.313914 eta: 6 days, 21:18:05 batch_cost: 2.1465 data_cost: 0.0013 ips: 13.0445 images/s [11/12 22:52:34] ppdet.engine INFO: Epoch: [15] [1640/3251] learning_rate: 0.188370 loss_vfl: 0.836055 loss_bbox: 0.294767 loss_dfl: 0.192349 loss: 1.329252 eta: 6 days, 21:17:22 batch_cost: 2.1614 data_cost: 0.0012 ips: 12.9547 images/s [11/12 22:53:20] ppdet.engine INFO: Epoch: [15] [1660/3251] learning_rate: 0.188361 loss_vfl: 0.838784 loss_bbox: 0.314673 loss_dfl: 0.205418 loss: 1.377201 eta: 6 days, 21:16:42 batch_cost: 2.2025 data_cost: 0.0010 ips: 12.7127 images/s [11/12 22:54:04] ppdet.engine INFO: Epoch: [15] [1680/3251] learning_rate: 0.188352 loss_vfl: 0.853284 loss_bbox: 0.294685 loss_dfl: 0.190526 loss: 1.314570 eta: 6 days, 21:15:47 batch_cost: 2.0597 data_cost: 0.0012 ips: 13.5941 images/s [11/12 22:54:51] ppdet.engine INFO: Epoch: [15] [1700/3251] learning_rate: 0.188343 loss_vfl: 0.833453 loss_bbox: 0.312485 loss_dfl: 0.191835 loss: 1.353948 eta: 6 days, 21:15:10 batch_cost: 2.2204 data_cost: 0.0010 ips: 12.6103 images/s [11/12 22:55:38] ppdet.engine INFO: Epoch: [15] [1720/3251] learning_rate: 0.188334 loss_vfl: 0.828846 loss_bbox: 0.313729 loss_dfl: 0.200163 loss: 1.364178 eta: 6 days, 21:14:30 batch_cost: 2.1991 data_cost: 0.0011 ips: 12.7326 images/s [11/12 22:56:23] ppdet.engine INFO: Epoch: [15] [1740/3251] learning_rate: 0.188325 loss_vfl: 0.829739 loss_bbox: 0.308967 loss_dfl: 0.198404 loss: 1.331488 eta: 6 days, 21:13:47 batch_cost: 2.1639 data_cost: 0.0011 ips: 12.9396 images/s [11/12 22:57:10] ppdet.engine INFO: Epoch: [15] [1760/3251] learning_rate: 0.188316 loss_vfl: 0.838881 loss_bbox: 0.283623 loss_dfl: 0.179551 loss: 1.321617 eta: 6 days, 21:13:09 batch_cost: 2.2201 data_cost: 0.0012 ips: 12.6119 images/s [11/12 22:57:58] ppdet.engine INFO: Epoch: [15] [1780/3251] learning_rate: 0.188307 loss_vfl: 0.831214 loss_bbox: 0.288028 loss_dfl: 0.189651 loss: 1.331318 eta: 6 days, 21:12:37 batch_cost: 2.2740 data_cost: 0.0012 ips: 12.3130 images/s [11/12 22:58:46] ppdet.engine INFO: Epoch: [15] [1800/3251] learning_rate: 0.188298 loss_vfl: 0.826553 loss_bbox: 0.309361 loss_dfl: 0.202931 loss: 1.318427 eta: 6 days, 21:12:08 batch_cost: 2.2927 data_cost: 0.0010 ips: 12.2124 images/s [11/12 22:59:32] ppdet.engine INFO: Epoch: [15] [1820/3251] learning_rate: 0.188288 loss_vfl: 0.860133 loss_bbox: 0.289313 loss_dfl: 0.178694 loss: 1.343519 eta: 6 days, 21:11:18 batch_cost: 2.1088 data_cost: 0.0010 ips: 13.2778 images/s [11/12 23:00:19] ppdet.engine INFO: Epoch: [15] [1840/3251] learning_rate: 0.188279 loss_vfl: 0.862719 loss_bbox: 0.273228 loss_dfl: 0.181041 loss: 1.330141 eta: 6 days, 21:10:36 batch_cost: 2.1801 data_cost: 0.0010 ips: 12.8433 images/s [11/12 23:01:04] ppdet.engine INFO: Epoch: [15] [1860/3251] learning_rate: 0.188270 loss_vfl: 0.839050 loss_bbox: 0.299531 loss_dfl: 0.188546 loss: 1.303647 eta: 6 days, 21:09:52 batch_cost: 2.1582 data_cost: 0.0009 ips: 12.9736 images/s [11/12 23:01:52] ppdet.engine INFO: Epoch: [15] [1880/3251] learning_rate: 0.188261 loss_vfl: 0.833568 loss_bbox: 0.287753 loss_dfl: 0.187158 loss: 1.310751 eta: 6 days, 21:09:23 batch_cost: 2.2928 data_cost: 0.0009 ips: 12.2123 images/s [11/12 23:02:37] ppdet.engine INFO: Epoch: [15] [1900/3251] learning_rate: 0.188252 loss_vfl: 0.824986 loss_bbox: 0.300932 loss_dfl: 0.195781 loss: 1.323886 eta: 6 days, 21:08:37 batch_cost: 2.1464 data_cost: 0.0012 ips: 13.0454 images/s [11/12 23:03:22] ppdet.engine INFO: Epoch: [15] [1920/3251] learning_rate: 0.188243 loss_vfl: 0.833341 loss_bbox: 0.329336 loss_dfl: 0.201421 loss: 1.381442 eta: 6 days, 21:07:53 batch_cost: 2.1588 data_cost: 0.0009 ips: 12.9701 images/s [11/12 23:04:08] ppdet.engine INFO: Epoch: [15] [1940/3251] learning_rate: 0.188234 loss_vfl: 0.850157 loss_bbox: 0.297518 loss_dfl: 0.198794 loss: 1.363938 eta: 6 days, 21:07:13 batch_cost: 2.2011 data_cost: 0.0010 ips: 12.7211 images/s [11/12 23:04:55] ppdet.engine INFO: Epoch: [15] [1960/3251] learning_rate: 0.188225 loss_vfl: 0.830119 loss_bbox: 0.292751 loss_dfl: 0.194463 loss: 1.346808 eta: 6 days, 21:06:31 batch_cost: 2.1738 data_cost: 0.0010 ips: 12.8804 images/s [11/12 23:05:42] ppdet.engine INFO: Epoch: [15] [1980/3251] learning_rate: 0.188216 loss_vfl: 0.851106 loss_bbox: 0.261616 loss_dfl: 0.164585 loss: 1.274209 eta: 6 days, 21:05:58 batch_cost: 2.2625 data_cost: 0.0010 ips: 12.3758 images/s [11/12 23:06:31] ppdet.engine INFO: Epoch: [15] [2000/3251] learning_rate: 0.188207 loss_vfl: 0.844253 loss_bbox: 0.279945 loss_dfl: 0.185034 loss: 1.343675 eta: 6 days, 21:05:26 batch_cost: 2.2753 data_cost: 0.0010 ips: 12.3059 images/s [11/12 23:07:16] ppdet.engine INFO: Epoch: [15] [2020/3251] learning_rate: 0.188198 loss_vfl: 0.850045 loss_bbox: 0.307084 loss_dfl: 0.200939 loss: 1.380071 eta: 6 days, 21:04:42 batch_cost: 2.1572 data_cost: 0.0011 ips: 12.9800 images/s [11/12 23:08:03] ppdet.engine INFO: Epoch: [15] [2040/3251] learning_rate: 0.188188 loss_vfl: 0.861403 loss_bbox: 0.269487 loss_dfl: 0.186381 loss: 1.340564 eta: 6 days, 21:04:03 batch_cost: 2.2071 data_cost: 0.0015 ips: 12.6862 images/s [11/12 23:08:48] ppdet.engine INFO: Epoch: [15] [2060/3251] learning_rate: 0.188179 loss_vfl: 0.855337 loss_bbox: 0.336115 loss_dfl: 0.212669 loss: 1.376637 eta: 6 days, 21:03:10 batch_cost: 2.0786 data_cost: 0.0009 ips: 13.4705 images/s [11/12 23:09:31] ppdet.engine INFO: Epoch: [15] [2080/3251] learning_rate: 0.188170 loss_vfl: 0.835769 loss_bbox: 0.287892 loss_dfl: 0.193376 loss: 1.337703 eta: 6 days, 21:02:16 batch_cost: 2.0613 data_cost: 0.0010 ips: 13.5834 images/s [11/12 23:10:18] ppdet.engine INFO: Epoch: [15] [2100/3251] learning_rate: 0.188161 loss_vfl: 0.823325 loss_bbox: 0.302400 loss_dfl: 0.187508 loss: 1.324726 eta: 6 days, 21:01:35 batch_cost: 2.1912 data_cost: 0.0009 ips: 12.7785 images/s [11/12 23:11:03] ppdet.engine INFO: Epoch: [15] [2120/3251] learning_rate: 0.188152 loss_vfl: 0.836994 loss_bbox: 0.295818 loss_dfl: 0.196457 loss: 1.337221 eta: 6 days, 21:00:52 batch_cost: 2.1690 data_cost: 0.0010 ips: 12.9090 images/s [11/12 23:11:47] ppdet.engine INFO: Epoch: [15] [2140/3251] learning_rate: 0.188143 loss_vfl: 0.859625 loss_bbox: 0.288828 loss_dfl: 0.192220 loss: 1.339462 eta: 6 days, 21:00:00 batch_cost: 2.0843 data_cost: 0.0010 ips: 13.4336 images/s [11/12 23:12:32] ppdet.engine INFO: Epoch: [15] [2160/3251] learning_rate: 0.188134 loss_vfl: 0.847691 loss_bbox: 0.309430 loss_dfl: 0.201666 loss: 1.343034 eta: 6 days, 20:59:15 batch_cost: 2.1527 data_cost: 0.0016 ips: 13.0071 images/s [11/12 23:13:20] ppdet.engine INFO: Epoch: [15] [2180/3251] learning_rate: 0.188125 loss_vfl: 0.833203 loss_bbox: 0.294853 loss_dfl: 0.190399 loss: 1.331575 eta: 6 days, 20:58:38 batch_cost: 2.2285 data_cost: 0.0009 ips: 12.5644 images/s [11/12 23:14:05] ppdet.engine INFO: Epoch: [15] [2200/3251] learning_rate: 0.188115 loss_vfl: 0.832931 loss_bbox: 0.322539 loss_dfl: 0.199742 loss: 1.337741 eta: 6 days, 20:57:50 batch_cost: 2.1230 data_cost: 0.0011 ips: 13.1891 images/s [11/12 23:14:50] ppdet.engine INFO: Epoch: [15] [2220/3251] learning_rate: 0.188106 loss_vfl: 0.845520 loss_bbox: 0.284185 loss_dfl: 0.182114 loss: 1.331364 eta: 6 days, 20:56:57 batch_cost: 2.0678 data_cost: 0.0010 ips: 13.5410 images/s [11/12 23:15:36] ppdet.engine INFO: Epoch: [15] [2240/3251] learning_rate: 0.188097 loss_vfl: 0.857247 loss_bbox: 0.306849 loss_dfl: 0.194900 loss: 1.331447 eta: 6 days, 20:56:13 batch_cost: 2.1677 data_cost: 0.0016 ips: 12.9171 images/s [11/12 23:16:23] ppdet.engine INFO: Epoch: [15] [2260/3251] learning_rate: 0.188088 loss_vfl: 0.853911 loss_bbox: 0.304288 loss_dfl: 0.187646 loss: 1.328122 eta: 6 days, 20:55:32 batch_cost: 2.1839 data_cost: 0.0011 ips: 12.8210 images/s [11/12 23:17:09] ppdet.engine INFO: Epoch: [15] [2280/3251] learning_rate: 0.188079 loss_vfl: 0.863128 loss_bbox: 0.360803 loss_dfl: 0.232537 loss: 1.467396 eta: 6 days, 20:54:45 batch_cost: 2.1338 data_cost: 0.0010 ips: 13.1220 images/s [11/12 23:17:54] ppdet.engine INFO: Epoch: [15] [2300/3251] learning_rate: 0.188070 loss_vfl: 0.853553 loss_bbox: 0.265807 loss_dfl: 0.168718 loss: 1.292201 eta: 6 days, 20:53:56 batch_cost: 2.1170 data_cost: 0.0015 ips: 13.2265 images/s [11/12 23:18:38] ppdet.engine INFO: Epoch: [15] [2320/3251] learning_rate: 0.188061 loss_vfl: 0.846168 loss_bbox: 0.298247 loss_dfl: 0.194535 loss: 1.362930 eta: 6 days, 20:52:59 batch_cost: 2.0318 data_cost: 0.0011 ips: 13.7806 images/s [11/12 23:19:23] ppdet.engine INFO: Epoch: [15] [2340/3251] learning_rate: 0.188051 loss_vfl: 0.832231 loss_bbox: 0.280958 loss_dfl: 0.178408 loss: 1.328715 eta: 6 days, 20:52:05 batch_cost: 2.0650 data_cost: 0.0009 ips: 13.5595 images/s [11/12 23:20:11] ppdet.engine INFO: Epoch: [15] [2360/3251] learning_rate: 0.188042 loss_vfl: 0.825403 loss_bbox: 0.314322 loss_dfl: 0.196586 loss: 1.321526 eta: 6 days, 20:51:33 batch_cost: 2.2728 data_cost: 0.0010 ips: 12.3199 images/s [11/12 23:20:54] ppdet.engine INFO: Epoch: [15] [2380/3251] learning_rate: 0.188033 loss_vfl: 0.839634 loss_bbox: 0.290144 loss_dfl: 0.187721 loss: 1.340139 eta: 6 days, 20:50:37 batch_cost: 2.0489 data_cost: 0.0010 ips: 13.6658 images/s [11/12 23:21:38] ppdet.engine INFO: Epoch: [15] [2400/3251] learning_rate: 0.188024 loss_vfl: 0.828131 loss_bbox: 0.302433 loss_dfl: 0.186509 loss: 1.349465 eta: 6 days, 20:49:38 batch_cost: 2.0260 data_cost: 0.0010 ips: 13.8205 images/s [11/12 23:22:24] ppdet.engine INFO: Epoch: [15] [2420/3251] learning_rate: 0.188015 loss_vfl: 0.846317 loss_bbox: 0.314005 loss_dfl: 0.196732 loss: 1.361927 eta: 6 days, 20:48:57 batch_cost: 2.1853 data_cost: 0.0012 ips: 12.8127 images/s [11/12 23:23:10] ppdet.engine INFO: Epoch: [15] [2440/3251] learning_rate: 0.188006 loss_vfl: 0.821770 loss_bbox: 0.298225 loss_dfl: 0.191441 loss: 1.331790 eta: 6 days, 20:48:18 batch_cost: 2.2026 data_cost: 0.0010 ips: 12.7123 images/s [11/12 23:23:57] ppdet.engine INFO: Epoch: [15] [2460/3251] learning_rate: 0.187996 loss_vfl: 0.841300 loss_bbox: 0.268502 loss_dfl: 0.180727 loss: 1.302793 eta: 6 days, 20:47:41 batch_cost: 2.2316 data_cost: 0.0010 ips: 12.5472 images/s [11/12 23:24:45] ppdet.engine INFO: Epoch: [15] [2480/3251] learning_rate: 0.187987 loss_vfl: 0.835864 loss_bbox: 0.313749 loss_dfl: 0.199169 loss: 1.414624 eta: 6 days, 20:47:03 batch_cost: 2.2117 data_cost: 0.0010 ips: 12.6597 images/s [11/12 23:25:27] ppdet.engine INFO: Epoch: [15] [2500/3251] learning_rate: 0.187978 loss_vfl: 0.854281 loss_bbox: 0.330327 loss_dfl: 0.201250 loss: 1.376793 eta: 6 days, 20:46:05 batch_cost: 2.0280 data_cost: 0.0009 ips: 13.8067 images/s [11/12 23:26:15] ppdet.engine INFO: Epoch: [15] [2520/3251] learning_rate: 0.187969 loss_vfl: 0.837989 loss_bbox: 0.322093 loss_dfl: 0.199226 loss: 1.350313 eta: 6 days, 20:45:31 batch_cost: 2.2582 data_cost: 0.0012 ips: 12.3990 images/s [11/12 23:27:00] ppdet.engine INFO: Epoch: [15] [2540/3251] learning_rate: 0.187960 loss_vfl: 0.817090 loss_bbox: 0.272679 loss_dfl: 0.178364 loss: 1.263163 eta: 6 days, 20:44:44 batch_cost: 2.1263 data_cost: 0.0010 ips: 13.1683 images/s [11/12 23:27:48] ppdet.engine INFO: Epoch: [15] [2560/3251] learning_rate: 0.187950 loss_vfl: 0.830206 loss_bbox: 0.323370 loss_dfl: 0.201199 loss: 1.333242 eta: 6 days, 20:44:06 batch_cost: 2.2205 data_cost: 0.0011 ips: 12.6096 images/s [11/12 23:28:33] ppdet.engine INFO: Epoch: [15] [2580/3251] learning_rate: 0.187941 loss_vfl: 0.855976 loss_bbox: 0.291380 loss_dfl: 0.183940 loss: 1.341334 eta: 6 days, 20:43:16 batch_cost: 2.1026 data_cost: 0.0017 ips: 13.3166 images/s [11/12 23:29:17] ppdet.engine INFO: Epoch: [15] [2600/3251] learning_rate: 0.187932 loss_vfl: 0.858622 loss_bbox: 0.295291 loss_dfl: 0.184897 loss: 1.339289 eta: 6 days, 20:42:30 batch_cost: 2.1368 data_cost: 0.0010 ips: 13.1035 images/s [11/12 23:30:04] ppdet.engine INFO: Epoch: [15] [2620/3251] learning_rate: 0.187923 loss_vfl: 0.854859 loss_bbox: 0.253717 loss_dfl: 0.168646 loss: 1.262050 eta: 6 days, 20:41:40 batch_cost: 2.1038 data_cost: 0.0010 ips: 13.3091 images/s [11/12 23:30:50] ppdet.engine INFO: Epoch: [15] [2640/3251] learning_rate: 0.187914 loss_vfl: 0.834384 loss_bbox: 0.302872 loss_dfl: 0.193013 loss: 1.385176 eta: 6 days, 20:41:02 batch_cost: 2.2187 data_cost: 0.0009 ips: 12.6203 images/s [11/12 23:31:38] ppdet.engine INFO: Epoch: [15] [2660/3251] learning_rate: 0.187904 loss_vfl: 0.857564 loss_bbox: 0.325158 loss_dfl: 0.200708 loss: 1.369511 eta: 6 days, 20:40:30 batch_cost: 2.2763 data_cost: 0.0010 ips: 12.3005 images/s [11/12 23:32:24] ppdet.engine INFO: Epoch: [15] [2680/3251] learning_rate: 0.187895 loss_vfl: 0.821390 loss_bbox: 0.307093 loss_dfl: 0.202499 loss: 1.320324 eta: 6 days, 20:39:54 batch_cost: 2.2326 data_cost: 0.0009 ips: 12.5414 images/s [11/12 23:33:14] ppdet.engine INFO: Epoch: [15] [2700/3251] learning_rate: 0.187886 loss_vfl: 0.843099 loss_bbox: 0.287741 loss_dfl: 0.182286 loss: 1.317164 eta: 6 days, 20:39:29 batch_cost: 2.3395 data_cost: 0.0009 ips: 11.9683 images/s [11/12 23:33:59] ppdet.engine INFO: Epoch: [15] [2720/3251] learning_rate: 0.187877 loss_vfl: 0.824591 loss_bbox: 0.285255 loss_dfl: 0.181441 loss: 1.326646 eta: 6 days, 20:38:43 batch_cost: 2.1398 data_cost: 0.0010 ips: 13.0856 images/s [11/12 23:34:46] ppdet.engine INFO: Epoch: [15] [2740/3251] learning_rate: 0.187867 loss_vfl: 0.835553 loss_bbox: 0.280010 loss_dfl: 0.183917 loss: 1.303302 eta: 6 days, 20:38:02 batch_cost: 2.1892 data_cost: 0.0013 ips: 12.7903 images/s [11/12 23:35:32] ppdet.engine INFO: Epoch: [15] [2760/3251] learning_rate: 0.187858 loss_vfl: 0.808134 loss_bbox: 0.270091 loss_dfl: 0.171049 loss: 1.254587 eta: 6 days, 20:37:22 batch_cost: 2.1987 data_cost: 0.0010 ips: 12.7349 images/s [11/12 23:36:16] ppdet.engine INFO: Epoch: [15] [2780/3251] learning_rate: 0.187849 loss_vfl: 0.843954 loss_bbox: 0.279767 loss_dfl: 0.188827 loss: 1.315933 eta: 6 days, 20:36:30 batch_cost: 2.0833 data_cost: 0.0011 ips: 13.4403 images/s [11/12 23:37:04] ppdet.engine INFO: Epoch: [15] [2800/3251] learning_rate: 0.187840 loss_vfl: 0.867255 loss_bbox: 0.272757 loss_dfl: 0.186637 loss: 1.302239 eta: 6 days, 20:36:04 batch_cost: 2.3277 data_cost: 0.0010 ips: 12.0292 images/s [11/12 23:37:50] ppdet.engine INFO: Epoch: [15] [2820/3251] learning_rate: 0.187831 loss_vfl: 0.832323 loss_bbox: 0.307188 loss_dfl: 0.190133 loss: 1.331902 eta: 6 days, 20:35:19 batch_cost: 2.1457 data_cost: 0.0011 ips: 13.0491 images/s [11/12 23:38:36] ppdet.engine INFO: Epoch: [15] [2840/3251] learning_rate: 0.187821 loss_vfl: 0.849422 loss_bbox: 0.261045 loss_dfl: 0.181883 loss: 1.331101 eta: 6 days, 20:34:35 batch_cost: 2.1682 data_cost: 0.0010 ips: 12.9141 images/s [11/12 23:39:24] ppdet.engine INFO: Epoch: [15] [2860/3251] learning_rate: 0.187812 loss_vfl: 0.845642 loss_bbox: 0.277066 loss_dfl: 0.182907 loss: 1.332915 eta: 6 days, 20:33:57 batch_cost: 2.2175 data_cost: 0.0009 ips: 12.6266 images/s [11/12 23:40:10] ppdet.engine INFO: Epoch: [15] [2880/3251] learning_rate: 0.187803 loss_vfl: 0.848796 loss_bbox: 0.295256 loss_dfl: 0.191138 loss: 1.355378 eta: 6 days, 20:33:10 batch_cost: 2.1262 data_cost: 0.0011 ips: 13.1688 images/s [11/12 23:40:54] ppdet.engine INFO: Epoch: [15] [2900/3251] learning_rate: 0.187794 loss_vfl: 0.846102 loss_bbox: 0.300059 loss_dfl: 0.191490 loss: 1.354345 eta: 6 days, 20:32:21 batch_cost: 2.1126 data_cost: 0.0012 ips: 13.2537 images/s [11/12 23:41:41] ppdet.engine INFO: Epoch: [15] [2920/3251] learning_rate: 0.187784 loss_vfl: 0.868624 loss_bbox: 0.284909 loss_dfl: 0.180340 loss: 1.339076 eta: 6 days, 20:31:47 batch_cost: 2.2584 data_cost: 0.0010 ips: 12.3980 images/s [11/12 23:42:28] ppdet.engine INFO: Epoch: [15] [2940/3251] learning_rate: 0.187775 loss_vfl: 0.843918 loss_bbox: 0.339659 loss_dfl: 0.197063 loss: 1.399132 eta: 6 days, 20:31:12 batch_cost: 2.2420 data_cost: 0.0010 ips: 12.4886 images/s [11/12 23:43:15] ppdet.engine INFO: Epoch: [15] [2960/3251] learning_rate: 0.187766 loss_vfl: 0.850090 loss_bbox: 0.308368 loss_dfl: 0.197594 loss: 1.362793 eta: 6 days, 20:30:34 batch_cost: 2.2150 data_cost: 0.0010 ips: 12.6414 images/s [11/12 23:44:01] ppdet.engine INFO: Epoch: [15] [2980/3251] learning_rate: 0.187757 loss_vfl: 0.849307 loss_bbox: 0.315215 loss_dfl: 0.186848 loss: 1.373291 eta: 6 days, 20:29:54 batch_cost: 2.2015 data_cost: 0.0010 ips: 12.7189 images/s [11/12 23:44:47] ppdet.engine INFO: Epoch: [15] [3000/3251] learning_rate: 0.187747 loss_vfl: 0.836841 loss_bbox: 0.274188 loss_dfl: 0.174665 loss: 1.292294 eta: 6 days, 20:29:09 batch_cost: 2.1471 data_cost: 0.0011 ips: 13.0411 images/s [11/12 23:45:33] ppdet.engine INFO: Epoch: [15] [3020/3251] learning_rate: 0.187738 loss_vfl: 0.837260 loss_bbox: 0.295639 loss_dfl: 0.199796 loss: 1.375204 eta: 6 days, 20:28:28 batch_cost: 2.1881 data_cost: 0.0010 ips: 12.7963 images/s [11/12 23:46:19] ppdet.engine INFO: Epoch: [15] [3040/3251] learning_rate: 0.187729 loss_vfl: 0.808708 loss_bbox: 0.317129 loss_dfl: 0.207683 loss: 1.360800 eta: 6 days, 20:27:50 batch_cost: 2.2160 data_cost: 0.0009 ips: 12.6356 images/s [11/12 23:47:05] ppdet.engine INFO: Epoch: [15] [3060/3251] learning_rate: 0.187719 loss_vfl: 0.842142 loss_bbox: 0.300792 loss_dfl: 0.191944 loss: 1.363154 eta: 6 days, 20:27:09 batch_cost: 2.1951 data_cost: 0.0010 ips: 12.7555 images/s [11/12 23:47:52] ppdet.engine INFO: Epoch: [15] [3080/3251] learning_rate: 0.187710 loss_vfl: 0.823817 loss_bbox: 0.299076 loss_dfl: 0.194980 loss: 1.362942 eta: 6 days, 20:26:35 batch_cost: 2.2469 data_cost: 0.0013 ips: 12.4616 images/s [11/12 23:48:37] ppdet.engine INFO: Epoch: [15] [3100/3251] learning_rate: 0.187701 loss_vfl: 0.860509 loss_bbox: 0.298235 loss_dfl: 0.185524 loss: 1.336864 eta: 6 days, 20:25:40 batch_cost: 2.0618 data_cost: 0.0010 ips: 13.5804 images/s [11/12 23:49:21] ppdet.engine INFO: Epoch: [15] [3120/3251] learning_rate: 0.187692 loss_vfl: 0.836872 loss_bbox: 0.314273 loss_dfl: 0.203593 loss: 1.381281 eta: 6 days, 20:24:46 batch_cost: 2.0595 data_cost: 0.0016 ips: 13.5952 images/s [11/12 23:50:08] ppdet.engine INFO: Epoch: [15] [3140/3251] learning_rate: 0.187682 loss_vfl: 0.829705 loss_bbox: 0.303206 loss_dfl: 0.190077 loss: 1.351368 eta: 6 days, 20:24:02 batch_cost: 2.1665 data_cost: 0.0019 ips: 12.9243 images/s [11/12 23:50:54] ppdet.engine INFO: Epoch: [15] [3160/3251] learning_rate: 0.187673 loss_vfl: 0.834897 loss_bbox: 0.337901 loss_dfl: 0.217186 loss: 1.390669 eta: 6 days, 20:23:18 batch_cost: 2.1560 data_cost: 0.0011 ips: 12.9868 images/s [11/12 23:51:43] ppdet.engine INFO: Epoch: [15] [3180/3251] learning_rate: 0.187664 loss_vfl: 0.861561 loss_bbox: 0.319727 loss_dfl: 0.190053 loss: 1.346290 eta: 6 days, 20:22:49 batch_cost: 2.2993 data_cost: 0.0011 ips: 12.1775 images/s [11/12 23:52:28] ppdet.engine INFO: Epoch: [15] [3200/3251] learning_rate: 0.187654 loss_vfl: 0.842007 loss_bbox: 0.297175 loss_dfl: 0.199756 loss: 1.358214 eta: 6 days, 20:22:00 batch_cost: 2.1153 data_cost: 0.0010 ips: 13.2370 images/s [11/12 23:53:15] ppdet.engine INFO: Epoch: [15] [3220/3251] learning_rate: 0.187645 loss_vfl: 0.847897 loss_bbox: 0.285475 loss_dfl: 0.191660 loss: 1.336280 eta: 6 days, 20:21:17 batch_cost: 2.1700 data_cost: 0.0010 ips: 12.9035 images/s [11/12 23:54:01] ppdet.engine INFO: Epoch: [15] [3240/3251] learning_rate: 0.187636 loss_vfl: 0.842655 loss_bbox: 0.301258 loss_dfl: 0.196401 loss: 1.318907 eta: 6 days, 20:20:37 batch_cost: 2.2022 data_cost: 0.0019 ips: 12.7147 images/s [11/12 23:54:22] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_lcnet_2_5x_640_mainbody [11/12 23:54:23] ppdet.engine INFO: Eval iter: 0 [11/12 23:55:11] ppdet.engine INFO: Eval iter: 100 [11/12 23:55:38] ppdet.engine INFO: Eval iter: 200 [11/12 23:56:04] ppdet.engine INFO: Eval iter: 300 [11/12 23:56:34] ppdet.engine INFO: Eval iter: 400 [11/12 23:57:01] ppdet.engine INFO: Eval iter: 500 [11/12 23:57:30] ppdet.engine INFO: Eval iter: 600 [11/12 23:57:56] ppdet.engine INFO: Eval iter: 700 [11/12 23:58:25] ppdet.engine INFO: Eval iter: 800 [11/12 23:58:52] ppdet.engine INFO: Eval iter: 900 [11/12 23:59:19] ppdet.engine INFO: Eval iter: 1000 [11/12 23:59:45] ppdet.engine INFO: Eval iter: 1100 [11/13 00:00:11] ppdet.engine INFO: Eval iter: 1200 [11/13 00:00:38] ppdet.engine INFO: Eval iter: 1300 [11/13 00:01:04] ppdet.engine INFO: Eval iter: 1400 [11/13 00:01:31] ppdet.engine INFO: Eval iter: 1500 [11/13 00:01:58] ppdet.engine INFO: Eval iter: 1600 [11/13 00:02:25] ppdet.engine INFO: Eval iter: 1700 [11/13 00:02:52] ppdet.engine INFO: Eval iter: 1800 [11/13 00:03:20] ppdet.engine INFO: Eval iter: 1900 [11/13 00:03:46] ppdet.engine INFO: Eval iter: 2000 [11/13 00:04:14] ppdet.engine INFO: Eval iter: 2100 [11/13 00:04:41] ppdet.engine INFO: Eval iter: 2200 [11/13 00:05:10] ppdet.engine INFO: Eval iter: 2300 [11/13 00:06:09] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json. loading annotations into memory... Done (t=1.18s) creating index... index created! [11/13 00:06:11] ppdet.metrics.coco_utils INFO: Start evaluate... Loading and preparing results... DONE (t=18.09s) creating index... index created! Running per image evaluation... Evaluate annotation type *bbox* DONE (t=379.30s). Accumulating evaluation results... DONE (t=29.10s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.392 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.598 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.414 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.192 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.412 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.536 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.081 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.384 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.585 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.334 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.602 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.756 [11/13 00:13:20] ppdet.engine INFO: Total sample number: 19074, averge FPS: 28.35381939823967 [11/13 00:13:20] ppdet.engine INFO: Best test bbox ap is 0.392. [11/13 00:13:21] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_lcnet_2_5x_640_mainbody [11/13 00:13:23] ppdet.engine INFO: Epoch: [16] [ 0/3251] learning_rate: 0.187631 loss_vfl: 0.860491 loss_bbox: 0.312019 loss_dfl: 0.200289 loss: 1.319087 eta: 6 days, 20:19:04 batch_cost: 1.4983 data_cost: 0.0017 ips: 18.6879 images/s [11/13 00:14:08] ppdet.engine INFO: Epoch: [16] [ 20/3251] learning_rate: 0.187621 loss_vfl: 0.824297 loss_bbox: 0.282629 loss_dfl: 0.184486 loss: 1.300338 eta: 6 days, 20:18:16 batch_cost: 2.1218 data_cost: 0.0012 ips: 13.1966 images/s [11/13 00:14:53] ppdet.engine INFO: Epoch: [16] [ 40/3251] learning_rate: 0.187612 loss_vfl: 0.825185 loss_bbox: 0.330492 loss_dfl: 0.199659 loss: 1.390836 eta: 6 days, 20:17:25 batch_cost: 2.0933 data_cost: 0.0014 ips: 13.3758 images/s [11/13 00:15:39] ppdet.engine INFO: Epoch: [16] [ 60/3251] learning_rate: 0.187603 loss_vfl: 0.823568 loss_bbox: 0.276639 loss_dfl: 0.188982 loss: 1.312076 eta: 6 days, 20:16:39 batch_cost: 2.1430 data_cost: 0.0009 ips: 13.0659 images/s Corrupt JPEG data: 33378 extraneous bytes before marker 0xe2 [11/13 00:16:27] ppdet.engine INFO: Epoch: [16] [ 80/3251] learning_rate: 0.187593 loss_vfl: 0.858915 loss_bbox: 0.317432 loss_dfl: 0.208584 loss: 1.400049 eta: 6 days, 20:16:09 batch_cost: 2.2896 data_cost: 0.0010 ips: 12.2294 images/s [11/13 00:17:13] ppdet.engine INFO: Epoch: [16] [ 100/3251] learning_rate: 0.187584 loss_vfl: 0.870856 loss_bbox: 0.313275 loss_dfl: 0.191134 loss: 1.398721 eta: 6 days, 20:15:28 batch_cost: 2.1901 data_cost: 0.0010 ips: 12.7847 images/s [11/13 00:18:01] ppdet.engine INFO: Epoch: [16] [ 120/3251] learning_rate: 0.187575 loss_vfl: 0.826259 loss_bbox: 0.297169 loss_dfl: 0.204064 loss: 1.340413 eta: 6 days, 20:14:57 batch_cost: 2.2873 data_cost: 0.0009 ips: 12.2415 images/s [11/13 00:18:46] ppdet.engine INFO: Epoch: [16] [ 140/3251] learning_rate: 0.187565 loss_vfl: 0.839524 loss_bbox: 0.299624 loss_dfl: 0.183960 loss: 1.320109 eta: 6 days, 20:14:03 batch_cost: 2.0611 data_cost: 0.0014 ips: 13.5849 images/s [11/13 00:19:33] ppdet.engine INFO: Epoch: [16] [ 160/3251] learning_rate: 0.187556 loss_vfl: 0.845909 loss_bbox: 0.285981 loss_dfl: 0.179529 loss: 1.323710 eta: 6 days, 20:13:29 batch_cost: 2.2566 data_cost: 0.0013 ips: 12.4083 images/s [11/13 00:20:19] ppdet.engine INFO: Epoch: [16] [ 180/3251] learning_rate: 0.187547 loss_vfl: 0.830787 loss_bbox: 0.315441 loss_dfl: 0.197846 loss: 1.314126 eta: 6 days, 20:12:48 batch_cost: 2.1833 data_cost: 0.0010 ips: 12.8243 images/s [11/13 00:21:07] ppdet.engine INFO: Epoch: [16] [ 200/3251] learning_rate: 0.187537 loss_vfl: 0.819865 loss_bbox: 0.296945 loss_dfl: 0.194704 loss: 1.354557 eta: 6 days, 20:12:12 batch_cost: 2.2383 data_cost: 0.0017 ips: 12.5097 images/s [11/13 00:21:53] ppdet.engine INFO: Epoch: [16] [ 220/3251] learning_rate: 0.187528 loss_vfl: 0.822437 loss_bbox: 0.307034 loss_dfl: 0.196202 loss: 1.304118 eta: 6 days, 20:11:28 batch_cost: 2.1584 data_cost: 0.0010 ips: 12.9724 images/s [11/13 00:22:38] ppdet.engine INFO: Epoch: [16] [ 240/3251] learning_rate: 0.187519 loss_vfl: 0.844106 loss_bbox: 0.266227 loss_dfl: 0.186895 loss: 1.309320 eta: 6 days, 20:10:40 batch_cost: 2.1209 data_cost: 0.0014 ips: 13.2020 images/s [11/13 00:23:24] ppdet.engine INFO: Epoch: [16] [ 260/3251] learning_rate: 0.187509 loss_vfl: 0.832559 loss_bbox: 0.284292 loss_dfl: 0.186433 loss: 1.308185 eta: 6 days, 20:09:56 batch_cost: 2.1652 data_cost: 0.0011 ips: 12.9318 images/s [11/13 00:24:10] ppdet.engine INFO: Epoch: [16] [ 280/3251] learning_rate: 0.187500 loss_vfl: 0.851026 loss_bbox: 0.326536 loss_dfl: 0.209002 loss: 1.401135 eta: 6 days, 20:09:09 batch_cost: 2.1268 data_cost: 0.0011 ips: 13.1655 images/s [11/13 00:24:57] ppdet.engine INFO: Epoch: [16] [ 300/3251] learning_rate: 0.187491 loss_vfl: 0.851581 loss_bbox: 0.276792 loss_dfl: 0.184655 loss: 1.317070 eta: 6 days, 20:08:29 batch_cost: 2.1986 data_cost: 0.0010 ips: 12.7352 images/s [11/13 00:25:46] ppdet.engine INFO: Epoch: [16] [ 320/3251] learning_rate: 0.187481 loss_vfl: 0.821609 loss_bbox: 0.320566 loss_dfl: 0.200874 loss: 1.364506 eta: 6 days, 20:08:03 batch_cost: 2.3387 data_cost: 0.0009 ips: 11.9727 images/s [11/13 00:26:34] ppdet.engine INFO: Epoch: [16] [ 340/3251] learning_rate: 0.187472 loss_vfl: 0.828608 loss_bbox: 0.278630 loss_dfl: 0.181641 loss: 1.302307 eta: 6 days, 20:07:14 batch_cost: 2.1085 data_cost: 0.0009 ips: 13.2793 images/s [11/13 00:27:22] ppdet.engine INFO: Epoch: [16] [ 360/3251] learning_rate: 0.187463 loss_vfl: 0.830434 loss_bbox: 0.284181 loss_dfl: 0.182739 loss: 1.317275 eta: 6 days, 20:06:37 batch_cost: 2.2263 data_cost: 0.0012 ips: 12.5770 images/s [11/13 00:28:08] ppdet.engine INFO: Epoch: [16] [ 380/3251] learning_rate: 0.187453 loss_vfl: 0.862082 loss_bbox: 0.294379 loss_dfl: 0.201619 loss: 1.378783 eta: 6 days, 20:05:58 batch_cost: 2.2114 data_cost: 0.0010 ips: 12.6616 images/s [11/13 00:28:53] ppdet.engine INFO: Epoch: [16] [ 400/3251] learning_rate: 0.187444 loss_vfl: 0.846873 loss_bbox: 0.309991 loss_dfl: 0.197504 loss: 1.377178 eta: 6 days, 20:05:14 batch_cost: 2.1585 data_cost: 0.0009 ips: 12.9720 images/s [11/13 00:29:39] ppdet.engine INFO: Epoch: [16] [ 420/3251] learning_rate: 0.187434 loss_vfl: 0.842286 loss_bbox: 0.295863 loss_dfl: 0.194499 loss: 1.358714 eta: 6 days, 20:04:27 batch_cost: 2.1280 data_cost: 0.0010 ips: 13.1580 images/s [11/13 00:30:26] ppdet.engine INFO: Epoch: [16] [ 440/3251] learning_rate: 0.187425 loss_vfl: 0.853216 loss_bbox: 0.303687 loss_dfl: 0.202655 loss: 1.353238 eta: 6 days, 20:03:50 batch_cost: 2.2269 data_cost: 0.0010 ips: 12.5733 images/s [11/13 00:31:12] ppdet.engine INFO: Epoch: [16] [ 460/3251] learning_rate: 0.187416 loss_vfl: 0.832942 loss_bbox: 0.324719 loss_dfl: 0.202582 loss: 1.398721 eta: 6 days, 20:03:09 batch_cost: 2.1874 data_cost: 0.0012 ips: 12.8006 images/s [11/13 00:31:57] ppdet.engine INFO: Epoch: [16] [ 480/3251] learning_rate: 0.187406 loss_vfl: 0.839212 loss_bbox: 0.261510 loss_dfl: 0.181783 loss: 1.316516 eta: 6 days, 20:02:18 batch_cost: 2.0964 data_cost: 0.0010 ips: 13.3561 images/s [11/13 00:32:43] ppdet.engine INFO: Epoch: [16] [ 500/3251] learning_rate: 0.187397 loss_vfl: 0.858077 loss_bbox: 0.280870 loss_dfl: 0.185146 loss: 1.339810 eta: 6 days, 20:01:37 batch_cost: 2.1834 data_cost: 0.0013 ips: 12.8237 images/s [11/13 00:33:28] ppdet.engine INFO: Epoch: [16] [ 520/3251] learning_rate: 0.187387 loss_vfl: 0.844845 loss_bbox: 0.302298 loss_dfl: 0.199557 loss: 1.355248 eta: 6 days, 20:00:48 batch_cost: 2.1115 data_cost: 0.0010 ips: 13.2606 images/s [11/13 00:34:11] ppdet.engine INFO: Epoch: [16] [ 540/3251] learning_rate: 0.187378 loss_vfl: 0.817833 loss_bbox: 0.301948 loss_dfl: 0.199762 loss: 1.329882 eta: 6 days, 19:59:56 batch_cost: 2.0904 data_cost: 0.0017 ips: 13.3948 images/s [11/13 00:34:59] ppdet.engine INFO: Epoch: [16] [ 560/3251] learning_rate: 0.187369 loss_vfl: 0.831902 loss_bbox: 0.316231 loss_dfl: 0.202606 loss: 1.361796 eta: 6 days, 19:59:16 batch_cost: 2.1939 data_cost: 0.0011 ips: 12.7627 images/s [11/13 00:35:46] ppdet.engine INFO: Epoch: [16] [ 580/3251] learning_rate: 0.187359 loss_vfl: 0.833209 loss_bbox: 0.319674 loss_dfl: 0.196363 loss: 1.363633 eta: 6 days, 19:58:38 batch_cost: 2.2185 data_cost: 0.0010 ips: 12.6214 images/s [11/13 00:36:33] ppdet.engine INFO: Epoch: [16] [ 600/3251] learning_rate: 0.187350 loss_vfl: 0.840359 loss_bbox: 0.265788 loss_dfl: 0.171752 loss: 1.276495 eta: 6 days, 19:58:04 batch_cost: 2.2540 data_cost: 0.0012 ips: 12.4221 images/s [11/13 00:37:19] ppdet.engine INFO: Epoch: [16] [ 620/3251] learning_rate: 0.187340 loss_vfl: 0.842885 loss_bbox: 0.324372 loss_dfl: 0.206608 loss: 1.376395 eta: 6 days, 19:57:15 batch_cost: 2.1176 data_cost: 0.0016 ips: 13.2227 images/s [11/13 00:38:04] ppdet.engine INFO: Epoch: [16] [ 640/3251] learning_rate: 0.187331 loss_vfl: 0.808071 loss_bbox: 0.305895 loss_dfl: 0.186018 loss: 1.289758 eta: 6 days, 19:56:28 batch_cost: 2.1250 data_cost: 0.0011 ips: 13.1765 images/s [11/13 00:38:51] ppdet.engine INFO: Epoch: [16] [ 660/3251] learning_rate: 0.187322 loss_vfl: 0.832583 loss_bbox: 0.295418 loss_dfl: 0.186740 loss: 1.352477 eta: 6 days, 19:55:40 batch_cost: 2.1273 data_cost: 0.0011 ips: 13.1624 images/s [11/13 00:39:38] ppdet.engine INFO: Epoch: [16] [ 680/3251] learning_rate: 0.187312 loss_vfl: 0.828717 loss_bbox: 0.289950 loss_dfl: 0.186192 loss: 1.305259 eta: 6 days, 19:55:03 batch_cost: 2.2266 data_cost: 0.0010 ips: 12.5754 images/s [11/13 00:40:24] ppdet.engine INFO: Epoch: [16] [ 700/3251] learning_rate: 0.187303 loss_vfl: 0.819679 loss_bbox: 0.275435 loss_dfl: 0.176138 loss: 1.277604 eta: 6 days, 19:54:24 batch_cost: 2.2031 data_cost: 0.0011 ips: 12.7094 images/s [11/13 00:41:12] ppdet.engine INFO: Epoch: [16] [ 720/3251] learning_rate: 0.187293 loss_vfl: 0.841081 loss_bbox: 0.282949 loss_dfl: 0.191766 loss: 1.307945 eta: 6 days, 19:53:50 batch_cost: 2.2622 data_cost: 0.0015 ips: 12.3775 images/s [11/13 00:41:58] ppdet.engine INFO: Epoch: [16] [ 740/3251] learning_rate: 0.187284 loss_vfl: 0.865159 loss_bbox: 0.289992 loss_dfl: 0.191360 loss: 1.356732 eta: 6 days, 19:53:04 batch_cost: 2.1362 data_cost: 0.0009 ips: 13.1074 images/s [11/13 00:42:45] ppdet.engine INFO: Epoch: [16] [ 760/3251] learning_rate: 0.187274 loss_vfl: 0.837995 loss_bbox: 0.313688 loss_dfl: 0.192516 loss: 1.368256 eta: 6 days, 19:52:26 batch_cost: 2.2137 data_cost: 0.0010 ips: 12.6485 images/s [11/13 00:43:29] ppdet.engine INFO: Epoch: [16] [ 780/3251] learning_rate: 0.187265 loss_vfl: 0.858944 loss_bbox: 0.301833 loss_dfl: 0.201481 loss: 1.361977 eta: 6 days, 19:51:36 batch_cost: 2.1059 data_cost: 0.0010 ips: 13.2960 images/s [11/13 00:44:15] ppdet.engine INFO: Epoch: [16] [ 800/3251] learning_rate: 0.187256 loss_vfl: 0.858764 loss_bbox: 0.280557 loss_dfl: 0.189629 loss: 1.340067 eta: 6 days, 19:50:47 batch_cost: 2.1142 data_cost: 0.0010 ips: 13.2436 images/s [11/13 00:44:59] ppdet.engine INFO: Epoch: [16] [ 820/3251] learning_rate: 0.187246 loss_vfl: 0.837894 loss_bbox: 0.308946 loss_dfl: 0.203689 loss: 1.352543 eta: 6 days, 19:49:58 batch_cost: 2.1106 data_cost: 0.0010 ips: 13.2665 images/s [11/13 00:45:46] ppdet.engine INFO: Epoch: [16] [ 840/3251] learning_rate: 0.187237 loss_vfl: 0.859270 loss_bbox: 0.280299 loss_dfl: 0.188801 loss: 1.330399 eta: 6 days, 19:49:26 batch_cost: 2.2716 data_cost: 0.0009 ips: 12.3261 images/s [11/13 00:46:32] ppdet.engine INFO: Epoch: [16] [ 860/3251] learning_rate: 0.187227 loss_vfl: 0.837042 loss_bbox: 0.281116 loss_dfl: 0.179614 loss: 1.288857 eta: 6 days, 19:48:39 batch_cost: 2.1316 data_cost: 0.0010 ips: 13.1356 images/s [11/13 00:47:17] ppdet.engine INFO: Epoch: [16] [ 880/3251] learning_rate: 0.187218 loss_vfl: 0.862440 loss_bbox: 0.268897 loss_dfl: 0.179552 loss: 1.325226 eta: 6 days, 19:47:49 batch_cost: 2.1061 data_cost: 0.0012 ips: 13.2948 images/s [11/13 00:48:02] ppdet.engine INFO: Epoch: [16] [ 900/3251] learning_rate: 0.187208 loss_vfl: 0.844026 loss_bbox: 0.291678 loss_dfl: 0.187567 loss: 1.324049 eta: 6 days, 19:47:01 batch_cost: 2.1161 data_cost: 0.0010 ips: 13.2321 images/s [11/13 00:48:48] ppdet.engine INFO: Epoch: [16] [ 920/3251] learning_rate: 0.187199 loss_vfl: 0.845454 loss_bbox: 0.320111 loss_dfl: 0.205808 loss: 1.362209 eta: 6 days, 19:46:21 batch_cost: 2.2029 data_cost: 0.0010 ips: 12.7104 images/s [11/13 00:49:35] ppdet.engine INFO: Epoch: [16] [ 940/3251] learning_rate: 0.187189 loss_vfl: 0.832873 loss_bbox: 0.293068 loss_dfl: 0.186737 loss: 1.322388 eta: 6 days, 19:45:41 batch_cost: 2.1913 data_cost: 0.0010 ips: 12.7778 images/s [11/13 00:50:20] ppdet.engine INFO: Epoch: [16] [ 960/3251] learning_rate: 0.187180 loss_vfl: 0.841057 loss_bbox: 0.290348 loss_dfl: 0.188366 loss: 1.325166 eta: 6 days, 19:44:53 batch_cost: 2.1271 data_cost: 0.0010 ips: 13.1636 images/s [11/13 00:51:08] ppdet.engine INFO: Epoch: [16] [ 980/3251] learning_rate: 0.187171 loss_vfl: 0.837567 loss_bbox: 0.305908 loss_dfl: 0.208403 loss: 1.357848 eta: 6 days, 19:44:17 batch_cost: 2.2402 data_cost: 0.0010 ips: 12.4991 images/s [11/13 00:51:54] ppdet.engine INFO: Epoch: [16] [1000/3251] learning_rate: 0.187161 loss_vfl: 0.839319 loss_bbox: 0.309947 loss_dfl: 0.191109 loss: 1.328268 eta: 6 days, 19:43:34 batch_cost: 2.1661 data_cost: 0.0011 ips: 12.9263 images/s [11/13 00:52:41] ppdet.engine INFO: Epoch: [16] [1020/3251] learning_rate: 0.187152 loss_vfl: 0.848574 loss_bbox: 0.267124 loss_dfl: 0.182201 loss: 1.306347 eta: 6 days, 19:42:52 batch_cost: 2.1790 data_cost: 0.0009 ips: 12.8501 images/s [11/13 00:53:28] ppdet.engine INFO: Epoch: [16] [1040/3251] learning_rate: 0.187142 loss_vfl: 0.850771 loss_bbox: 0.249655 loss_dfl: 0.174728 loss: 1.309318 eta: 6 days, 19:42:11 batch_cost: 2.1932 data_cost: 0.0013 ips: 12.7667 images/s [11/13 00:54:14] ppdet.engine INFO: Epoch: [16] [1060/3251] learning_rate: 0.187133 loss_vfl: 0.862883 loss_bbox: 0.320678 loss_dfl: 0.201642 loss: 1.377783 eta: 6 days, 19:41:27 batch_cost: 2.1562 data_cost: 0.0011 ips: 12.9857 images/s [11/13 00:55:00] ppdet.engine INFO: Epoch: [16] [1080/3251] learning_rate: 0.187123 loss_vfl: 0.848319 loss_bbox: 0.335568 loss_dfl: 0.211408 loss: 1.407452 eta: 6 days, 19:40:44 batch_cost: 2.1680 data_cost: 0.0010 ips: 12.9153 images/s [11/13 00:55:45] ppdet.engine INFO: Epoch: [16] [1100/3251] learning_rate: 0.187114 loss_vfl: 0.833584 loss_bbox: 0.290487 loss_dfl: 0.189912 loss: 1.313836 eta: 6 days, 19:39:51 batch_cost: 2.0715 data_cost: 0.0010 ips: 13.5167 images/s [11/13 00:56:32] ppdet.engine INFO: Epoch: [16] [1120/3251] learning_rate: 0.187104 loss_vfl: 0.836474 loss_bbox: 0.301165 loss_dfl: 0.202433 loss: 1.324354 eta: 6 days, 19:39:12 batch_cost: 2.2078 data_cost: 0.0015 ips: 12.6826 images/s [11/13 00:57:17] ppdet.engine INFO: Epoch: [16] [1140/3251] learning_rate: 0.187095 loss_vfl: 0.825564 loss_bbox: 0.297054 loss_dfl: 0.189188 loss: 1.315814 eta: 6 days, 19:38:17 batch_cost: 2.0528 data_cost: 0.0009 ips: 13.6397 images/s [11/13 00:58:03] ppdet.engine INFO: Epoch: [16] [1160/3251] learning_rate: 0.187085 loss_vfl: 0.819289 loss_bbox: 0.291602 loss_dfl: 0.188202 loss: 1.291928 eta: 6 days, 19:37:24 batch_cost: 2.0721 data_cost: 0.0010 ips: 13.5131 images/s [11/13 00:58:51] ppdet.engine INFO: Epoch: [16] [1180/3251] learning_rate: 0.187076 loss_vfl: 0.870549 loss_bbox: 0.284719 loss_dfl: 0.188878 loss: 1.353332 eta: 6 days, 19:36:52 batch_cost: 2.2779 data_cost: 0.0009 ips: 12.2918 images/s [11/13 00:59:38] ppdet.engine INFO: Epoch: [16] [1200/3251] learning_rate: 0.187066 loss_vfl: 0.841748 loss_bbox: 0.269608 loss_dfl: 0.187465 loss: 1.290391 eta: 6 days, 19:36:16 batch_cost: 2.2344 data_cost: 0.0010 ips: 12.5316 images/s [11/13 01:00:24] ppdet.engine INFO: Epoch: [16] [1220/3251] learning_rate: 0.187057 loss_vfl: 0.857089 loss_bbox: 0.282867 loss_dfl: 0.191230 loss: 1.348097 eta: 6 days, 19:35:36 batch_cost: 2.2030 data_cost: 0.0010 ips: 12.7099 images/s [11/13 01:01:13] ppdet.engine INFO: Epoch: [16] [1240/3251] learning_rate: 0.187047 loss_vfl: 0.841451 loss_bbox: 0.301280 loss_dfl: 0.192277 loss: 1.375826 eta: 6 days, 19:35:12 batch_cost: 2.3586 data_cost: 0.0009 ips: 11.8716 images/s [11/13 01:01:59] ppdet.engine INFO: Epoch: [16] [1260/3251] learning_rate: 0.187038 loss_vfl: 0.852615 loss_bbox: 0.289661 loss_dfl: 0.183687 loss: 1.314698 eta: 6 days, 19:34:33 batch_cost: 2.2048 data_cost: 0.0010 ips: 12.6993 images/s [11/13 01:02:45] ppdet.engine INFO: Epoch: [16] [1280/3251] learning_rate: 0.187028 loss_vfl: 0.818250 loss_bbox: 0.295139 loss_dfl: 0.200968 loss: 1.316452 eta: 6 days, 19:33:49 batch_cost: 2.1611 data_cost: 0.0019 ips: 12.9562 images/s [11/13 01:03:32] ppdet.engine INFO: Epoch: [16] [1300/3251] learning_rate: 0.187019 loss_vfl: 0.820915 loss_bbox: 0.293024 loss_dfl: 0.183681 loss: 1.293523 eta: 6 days, 19:33:15 batch_cost: 2.2599 data_cost: 0.0010 ips: 12.3899 images/s [11/13 01:04:17] ppdet.engine INFO: Epoch: [16] [1320/3251] learning_rate: 0.187009 loss_vfl: 0.845865 loss_bbox: 0.310824 loss_dfl: 0.205560 loss: 1.371121 eta: 6 days, 19:32:31 batch_cost: 2.1539 data_cost: 0.0013 ips: 13.0000 images/s [11/13 01:05:06] ppdet.engine INFO: Epoch: [16] [1340/3251] learning_rate: 0.187000 loss_vfl: 0.852351 loss_bbox: 0.290679 loss_dfl: 0.191411 loss: 1.354995 eta: 6 days, 19:31:58 batch_cost: 2.2706 data_cost: 0.0011 ips: 12.3315 images/s [11/13 01:05:51] ppdet.engine INFO: Epoch: [16] [1360/3251] learning_rate: 0.186990 loss_vfl: 0.832675 loss_bbox: 0.286906 loss_dfl: 0.185090 loss: 1.320719 eta: 6 days, 19:31:17 batch_cost: 2.1870 data_cost: 0.0011 ips: 12.8032 images/s [11/13 01:06:37] ppdet.engine INFO: Epoch: [16] [1380/3251] learning_rate: 0.186980 loss_vfl: 0.836104 loss_bbox: 0.269808 loss_dfl: 0.182197 loss: 1.316160 eta: 6 days, 19:30:35 batch_cost: 2.1860 data_cost: 0.0010 ips: 12.8089 images/s [11/13 01:07:23] ppdet.engine INFO: Epoch: [16] [1400/3251] learning_rate: 0.186971 loss_vfl: 0.842129 loss_bbox: 0.332746 loss_dfl: 0.201225 loss: 1.383901 eta: 6 days, 19:29:52 batch_cost: 2.1626 data_cost: 0.0009 ips: 12.9476 images/s [11/13 01:08:08] ppdet.engine INFO: Epoch: [16] [1420/3251] learning_rate: 0.186961 loss_vfl: 0.845426 loss_bbox: 0.285083 loss_dfl: 0.186208 loss: 1.341359 eta: 6 days, 19:29:04 batch_cost: 2.1220 data_cost: 0.0013 ips: 13.1949 images/s [11/13 01:08:54] ppdet.engine INFO: Epoch: [16] [1440/3251] learning_rate: 0.186952 loss_vfl: 0.852525 loss_bbox: 0.276543 loss_dfl: 0.185503 loss: 1.347164 eta: 6 days, 19:28:14 batch_cost: 2.1000 data_cost: 0.0010 ips: 13.3333 images/s [11/13 01:09:39] ppdet.engine INFO: Epoch: [16] [1460/3251] learning_rate: 0.186942 loss_vfl: 0.834028 loss_bbox: 0.351885 loss_dfl: 0.222290 loss: 1.430332 eta: 6 days, 19:27:31 batch_cost: 2.1694 data_cost: 0.0009 ips: 12.9065 images/s [11/13 01:10:26] ppdet.engine INFO: Epoch: [16] [1480/3251] learning_rate: 0.186933 loss_vfl: 0.840828 loss_bbox: 0.289154 loss_dfl: 0.199992 loss: 1.339512 eta: 6 days, 19:26:43 batch_cost: 2.1196 data_cost: 0.0010 ips: 13.2100 images/s [11/13 01:11:14] ppdet.engine INFO: Epoch: [16] [1500/3251] learning_rate: 0.186923 loss_vfl: 0.850064 loss_bbox: 0.274690 loss_dfl: 0.178417 loss: 1.314002 eta: 6 days, 19:26:14 batch_cost: 2.3057 data_cost: 0.0010 ips: 12.1438 images/s [11/13 01:12:00] ppdet.engine INFO: Epoch: [16] [1520/3251] learning_rate: 0.186914 loss_vfl: 0.831999 loss_bbox: 0.299292 loss_dfl: 0.184810 loss: 1.327220 eta: 6 days, 19:25:29 batch_cost: 2.1582 data_cost: 0.0010 ips: 12.9737 images/s [11/13 01:12:47] ppdet.engine INFO: Epoch: [16] [1540/3251] learning_rate: 0.186904 loss_vfl: 0.840248 loss_bbox: 0.294039 loss_dfl: 0.179321 loss: 1.321849 eta: 6 days, 19:24:53 batch_cost: 2.2336 data_cost: 0.0009 ips: 12.5356 images/s [11/13 01:13:33] ppdet.engine INFO: Epoch: [16] [1560/3251] learning_rate: 0.186894 loss_vfl: 0.854063 loss_bbox: 0.282940 loss_dfl: 0.177708 loss: 1.314264 eta: 6 days, 19:24:13 batch_cost: 2.2046 data_cost: 0.0109 ips: 12.7009 images/s [11/13 01:14:19] ppdet.engine INFO: Epoch: [16] [1580/3251] learning_rate: 0.186885 loss_vfl: 0.852372 loss_bbox: 0.319808 loss_dfl: 0.201284 loss: 1.355138 eta: 6 days, 19:23:31 batch_cost: 2.1738 data_cost: 0.0011 ips: 12.8807 images/s [11/13 01:15:04] ppdet.engine INFO: Epoch: [16] [1600/3251] learning_rate: 0.186875 loss_vfl: 0.855439 loss_bbox: 0.281282 loss_dfl: 0.184568 loss: 1.342158 eta: 6 days, 19:22:43 batch_cost: 2.1232 data_cost: 0.0017 ips: 13.1879 images/s [11/13 01:15:49] ppdet.engine INFO: Epoch: [16] [1620/3251] learning_rate: 0.186866 loss_vfl: 0.840347 loss_bbox: 0.280497 loss_dfl: 0.182557 loss: 1.326783 eta: 6 days, 19:22:02 batch_cost: 2.1934 data_cost: 0.0009 ips: 12.7656 images/s [11/13 01:16:35] ppdet.engine INFO: Epoch: [16] [1640/3251] learning_rate: 0.186856 loss_vfl: 0.847286 loss_bbox: 0.276804 loss_dfl: 0.177516 loss: 1.294546 eta: 6 days, 19:21:17 batch_cost: 2.1493 data_cost: 0.0009 ips: 13.0276 images/s [11/13 01:17:20] ppdet.engine INFO: Epoch: [16] [1660/3251] learning_rate: 0.186847 loss_vfl: 0.827155 loss_bbox: 0.303157 loss_dfl: 0.183816 loss: 1.316709 eta: 6 days, 19:20:30 batch_cost: 2.1237 data_cost: 0.0011 ips: 13.1847 images/s [11/13 01:18:06] ppdet.engine INFO: Epoch: [16] [1680/3251] learning_rate: 0.186837 loss_vfl: 0.850075 loss_bbox: 0.308920 loss_dfl: 0.201780 loss: 1.338745 eta: 6 days, 19:19:42 batch_cost: 2.1242 data_cost: 0.0010 ips: 13.1813 images/s [11/13 01:18:54] ppdet.engine INFO: Epoch: [16] [1700/3251] learning_rate: 0.186827 loss_vfl: 0.849882 loss_bbox: 0.276480 loss_dfl: 0.187487 loss: 1.324608 eta: 6 days, 19:19:12 batch_cost: 2.2936 data_cost: 0.0014 ips: 12.2077 images/s [11/13 01:19:39] ppdet.engine INFO: Epoch: [16] [1720/3251] learning_rate: 0.186818 loss_vfl: 0.857960 loss_bbox: 0.279101 loss_dfl: 0.173333 loss: 1.310912 eta: 6 days, 19:18:26 batch_cost: 2.1422 data_cost: 0.0010 ips: 13.0709 images/s [11/13 01:20:28] ppdet.engine INFO: Epoch: [16] [1740/3251] learning_rate: 0.186808 loss_vfl: 0.828117 loss_bbox: 0.320268 loss_dfl: 0.203524 loss: 1.349152 eta: 6 days, 19:17:55 batch_cost: 2.2902 data_cost: 0.0011 ips: 12.2260 images/s [11/13 01:21:15] ppdet.engine INFO: Epoch: [16] [1760/3251] learning_rate: 0.186799 loss_vfl: 0.838179 loss_bbox: 0.326308 loss_dfl: 0.209911 loss: 1.396833 eta: 6 days, 19:17:15 batch_cost: 2.1965 data_cost: 0.0010 ips: 12.7473 images/s [11/13 01:22:03] ppdet.engine INFO: Epoch: [16] [1780/3251] learning_rate: 0.186789 loss_vfl: 0.830718 loss_bbox: 0.285138 loss_dfl: 0.186966 loss: 1.324426 eta: 6 days, 19:16:37 batch_cost: 2.2241 data_cost: 0.0014 ips: 12.5893 images/s [11/13 01:22:48] ppdet.engine INFO: Epoch: [16] [1800/3251] learning_rate: 0.186779 loss_vfl: 0.849004 loss_bbox: 0.273330 loss_dfl: 0.174990 loss: 1.299249 eta: 6 days, 19:15:54 batch_cost: 2.1678 data_cost: 0.0010 ips: 12.9162 images/s [11/13 01:23:36] ppdet.engine INFO: Epoch: [16] [1820/3251] learning_rate: 0.186770 loss_vfl: 0.862936 loss_bbox: 0.271366 loss_dfl: 0.197563 loss: 1.381468 eta: 6 days, 19:15:23 batch_cost: 2.2932 data_cost: 0.0010 ips: 12.2101 images/s [11/13 01:24:21] ppdet.engine INFO: Epoch: [16] [1840/3251] learning_rate: 0.186760 loss_vfl: 0.833652 loss_bbox: 0.299996 loss_dfl: 0.191480 loss: 1.327619 eta: 6 days, 19:14:28 batch_cost: 2.0442 data_cost: 0.0010 ips: 13.6970 images/s [11/13 01:25:09] ppdet.engine INFO: Epoch: [16] [1860/3251] learning_rate: 0.186751 loss_vfl: 0.849217 loss_bbox: 0.302380 loss_dfl: 0.198082 loss: 1.355684 eta: 6 days, 19:13:55 batch_cost: 2.2729 data_cost: 0.0009 ips: 12.3192 images/s [11/13 01:25:54] ppdet.engine INFO: Epoch: [16] [1880/3251] learning_rate: 0.186741 loss_vfl: 0.802500 loss_bbox: 0.312791 loss_dfl: 0.193469 loss: 1.308949 eta: 6 days, 19:13:05 batch_cost: 2.0953 data_cost: 0.0010 ips: 13.3629 images/s [11/13 01:26:39] ppdet.engine INFO: Epoch: [16] [1900/3251] learning_rate: 0.186731 loss_vfl: 0.846214 loss_bbox: 0.276695 loss_dfl: 0.180904 loss: 1.320192 eta: 6 days, 19:12:14 batch_cost: 2.0910 data_cost: 0.0012 ips: 13.3908 images/s [11/13 01:27:24] ppdet.engine INFO: Epoch: [16] [1920/3251] learning_rate: 0.186722 loss_vfl: 0.839403 loss_bbox: 0.287929 loss_dfl: 0.183924 loss: 1.309109 eta: 6 days, 19:11:21 batch_cost: 2.0720 data_cost: 0.0010 ips: 13.5135 images/s [11/13 01:28:08] ppdet.engine INFO: Epoch: [16] [1940/3251] learning_rate: 0.186712 loss_vfl: 0.847125 loss_bbox: 0.253994 loss_dfl: 0.177854 loss: 1.311094 eta: 6 days, 19:10:28 batch_cost: 2.0755 data_cost: 0.0011 ips: 13.4908 images/s [11/13 01:28:55] ppdet.engine INFO: Epoch: [16] [1960/3251] learning_rate: 0.186703 loss_vfl: 0.851500 loss_bbox: 0.284482 loss_dfl: 0.181571 loss: 1.322472 eta: 6 days, 19:09:36 batch_cost: 2.0759 data_cost: 0.0009 ips: 13.4882 images/s [11/13 01:29:41] ppdet.engine INFO: Epoch: [16] [1980/3251] learning_rate: 0.186693 loss_vfl: 0.838491 loss_bbox: 0.302655 loss_dfl: 0.194840 loss: 1.374602 eta: 6 days, 19:08:55 batch_cost: 2.1871 data_cost: 0.0010 ips: 12.8025 images/s [11/13 01:30:27] ppdet.engine INFO: Epoch: [16] [2000/3251] learning_rate: 0.186683 loss_vfl: 0.840725 loss_bbox: 0.314484 loss_dfl: 0.206689 loss: 1.349521 eta: 6 days, 19:08:10 batch_cost: 2.1558 data_cost: 0.0009 ips: 12.9884 images/s [11/13 01:31:14] ppdet.engine INFO: Epoch: [16] [2020/3251] learning_rate: 0.186674 loss_vfl: 0.821280 loss_bbox: 0.330650 loss_dfl: 0.208997 loss: 1.373646 eta: 6 days, 19:07:34 batch_cost: 2.2347 data_cost: 0.0009 ips: 12.5299 images/s [11/13 01:32:00] ppdet.engine INFO: Epoch: [16] [2040/3251] learning_rate: 0.186664 loss_vfl: 0.852578 loss_bbox: 0.295479 loss_dfl: 0.193926 loss: 1.373515 eta: 6 days, 19:06:53 batch_cost: 2.1885 data_cost: 0.0010 ips: 12.7944 images/s [11/13 01:32:44] ppdet.engine INFO: Epoch: [16] [2060/3251] learning_rate: 0.186654 loss_vfl: 0.828431 loss_bbox: 0.349583 loss_dfl: 0.222102 loss: 1.388893 eta: 6 days, 19:06:00 batch_cost: 2.0685 data_cost: 0.0014 ips: 13.5363 images/s [11/13 01:33:28] ppdet.engine INFO: Epoch: [16] [2080/3251] learning_rate: 0.186645 loss_vfl: 0.845476 loss_bbox: 0.301206 loss_dfl: 0.185572 loss: 1.325055 eta: 6 days, 19:05:06 batch_cost: 2.0669 data_cost: 0.0010 ips: 13.5468 images/s [11/13 01:34:15] ppdet.engine INFO: Epoch: [16] [2100/3251] learning_rate: 0.186635 loss_vfl: 0.823773 loss_bbox: 0.328940 loss_dfl: 0.217527 loss: 1.355021 eta: 6 days, 19:04:26 batch_cost: 2.2014 data_cost: 0.0014 ips: 12.7192 images/s [11/13 01:35:03] ppdet.engine INFO: Epoch: [16] [2120/3251] learning_rate: 0.186625 loss_vfl: 0.851486 loss_bbox: 0.308540 loss_dfl: 0.188096 loss: 1.315794 eta: 6 days, 19:03:50 batch_cost: 2.2353 data_cost: 0.0009 ips: 12.5265 images/s [11/13 01:35:49] ppdet.engine INFO: Epoch: [16] [2140/3251] learning_rate: 0.186616 loss_vfl: 0.814271 loss_bbox: 0.310702 loss_dfl: 0.202047 loss: 1.327806 eta: 6 days, 19:02:59 batch_cost: 2.0881 data_cost: 0.0009 ips: 13.4093 images/s [11/13 01:36:33] ppdet.engine INFO: Epoch: [16] [2160/3251] learning_rate: 0.186606 loss_vfl: 0.838968 loss_bbox: 0.288945 loss_dfl: 0.185277 loss: 1.300663 eta: 6 days, 19:02:09 batch_cost: 2.0993 data_cost: 0.0011 ips: 13.3379 images/s [11/13 01:37:19] ppdet.engine INFO: Epoch: [16] [2180/3251] learning_rate: 0.186596 loss_vfl: 0.841900 loss_bbox: 0.279389 loss_dfl: 0.183654 loss: 1.305856 eta: 6 days, 19:01:26 batch_cost: 2.1710 data_cost: 0.0010 ips: 12.8973 images/s [11/13 01:38:04] ppdet.engine INFO: Epoch: [16] [2200/3251] learning_rate: 0.186587 loss_vfl: 0.852402 loss_bbox: 0.293857 loss_dfl: 0.194720 loss: 1.347095 eta: 6 days, 19:00:39 batch_cost: 2.1292 data_cost: 0.0010 ips: 13.1505 images/s [11/13 01:38:52] ppdet.engine INFO: Epoch: [16] [2220/3251] learning_rate: 0.186577 loss_vfl: 0.854149 loss_bbox: 0.289659 loss_dfl: 0.187150 loss: 1.341537 eta: 6 days, 19:00:02 batch_cost: 2.2344 data_cost: 0.0009 ips: 12.5313 images/s [11/13 01:39:38] ppdet.engine INFO: Epoch: [16] [2240/3251] learning_rate: 0.186567 loss_vfl: 0.832160 loss_bbox: 0.301842 loss_dfl: 0.193888 loss: 1.343525 eta: 6 days, 18:59:26 batch_cost: 2.2359 data_cost: 0.0010 ips: 12.5229 images/s [11/13 01:40:24] ppdet.engine INFO: Epoch: [16] [2260/3251] learning_rate: 0.186558 loss_vfl: 0.843906 loss_bbox: 0.287272 loss_dfl: 0.193597 loss: 1.337025 eta: 6 days, 18:58:45 batch_cost: 2.1900 data_cost: 0.0010 ips: 12.7852 images/s [11/13 01:41:11] ppdet.engine INFO: Epoch: [16] [2280/3251] learning_rate: 0.186548 loss_vfl: 0.864954 loss_bbox: 0.275608 loss_dfl: 0.176276 loss: 1.325117 eta: 6 days, 18:58:07 batch_cost: 2.2201 data_cost: 0.0009 ips: 12.6123 images/s [11/13 01:41:57] ppdet.engine INFO: Epoch: [16] [2300/3251] learning_rate: 0.186538 loss_vfl: 0.854507 loss_bbox: 0.271693 loss_dfl: 0.180463 loss: 1.348915 eta: 6 days, 18:57:22 batch_cost: 2.1549 data_cost: 0.0022 ips: 12.9937 images/s [11/13 01:42:43] ppdet.engine INFO: Epoch: [16] [2320/3251] learning_rate: 0.186529 loss_vfl: 0.848390 loss_bbox: 0.297528 loss_dfl: 0.185027 loss: 1.308513 eta: 6 days, 18:56:40 batch_cost: 2.1787 data_cost: 0.0010 ips: 12.8516 images/s [11/13 01:43:29] ppdet.engine INFO: Epoch: [16] [2340/3251] learning_rate: 0.186519 loss_vfl: 0.844012 loss_bbox: 0.285257 loss_dfl: 0.190257 loss: 1.344329 eta: 6 days, 18:55:54 batch_cost: 2.1384 data_cost: 0.0010 ips: 13.0937 images/s [11/13 01:44:16] ppdet.engine INFO: Epoch: [16] [2360/3251] learning_rate: 0.186509 loss_vfl: 0.827242 loss_bbox: 0.277801 loss_dfl: 0.176586 loss: 1.291475 eta: 6 days, 18:55:09 batch_cost: 2.1495 data_cost: 0.0012 ips: 13.0265 images/s [11/13 01:45:01] ppdet.engine INFO: Epoch: [16] [2380/3251] learning_rate: 0.186500 loss_vfl: 0.834741 loss_bbox: 0.297598 loss_dfl: 0.193089 loss: 1.316807 eta: 6 days, 18:54:19 batch_cost: 2.1007 data_cost: 0.0011 ips: 13.3290 images/s [11/13 01:45:47] ppdet.engine INFO: Epoch: [16] [2400/3251] learning_rate: 0.186490 loss_vfl: 0.870895 loss_bbox: 0.346356 loss_dfl: 0.212625 loss: 1.408363 eta: 6 days, 18:53:35 batch_cost: 2.1606 data_cost: 0.0010 ips: 12.9596 images/s [11/13 01:46:30] ppdet.engine INFO: Epoch: [16] [2420/3251] learning_rate: 0.186480 loss_vfl: 0.841863 loss_bbox: 0.283581 loss_dfl: 0.186667 loss: 1.346500 eta: 6 days, 18:52:32 batch_cost: 1.9658 data_cost: 0.0010 ips: 14.2438 images/s [11/13 01:47:14] ppdet.engine INFO: Epoch: [16] [2440/3251] learning_rate: 0.186470 loss_vfl: 0.839748 loss_bbox: 0.286232 loss_dfl: 0.181411 loss: 1.329640 eta: 6 days, 18:51:45 batch_cost: 2.1235 data_cost: 0.0010 ips: 13.1856 images/s [11/13 01:48:02] ppdet.engine INFO: Epoch: [16] [2460/3251] learning_rate: 0.186461 loss_vfl: 0.832804 loss_bbox: 0.291505 loss_dfl: 0.198303 loss: 1.331224 eta: 6 days, 18:51:09 batch_cost: 2.2443 data_cost: 0.0009 ips: 12.4761 images/s [11/13 01:48:47] ppdet.engine INFO: Epoch: [16] [2480/3251] learning_rate: 0.186451 loss_vfl: 0.833380 loss_bbox: 0.307638 loss_dfl: 0.200794 loss: 1.335495 eta: 6 days, 18:50:22 batch_cost: 2.1288 data_cost: 0.0010 ips: 13.1527 images/s [11/13 01:49:34] ppdet.engine INFO: Epoch: [16] [2500/3251] learning_rate: 0.186441 loss_vfl: 0.834162 loss_bbox: 0.286393 loss_dfl: 0.193329 loss: 1.329727 eta: 6 days, 18:49:47 batch_cost: 2.2459 data_cost: 0.0019 ips: 12.4674 images/s [11/13 01:50:19] ppdet.engine INFO: Epoch: [16] [2520/3251] learning_rate: 0.186432 loss_vfl: 0.832017 loss_bbox: 0.309015 loss_dfl: 0.205630 loss: 1.364535 eta: 6 days, 18:49:03 batch_cost: 2.1616 data_cost: 0.0015 ips: 12.9535 images/s [11/13 01:51:04] ppdet.engine INFO: Epoch: [16] [2540/3251] learning_rate: 0.186422 loss_vfl: 0.853266 loss_bbox: 0.314067 loss_dfl: 0.195548 loss: 1.331543 eta: 6 days, 18:48:03 batch_cost: 2.0018 data_cost: 0.0009 ips: 13.9871 images/s [11/13 01:51:51] ppdet.engine INFO: Epoch: [16] [2560/3251] learning_rate: 0.186412 loss_vfl: 0.828703 loss_bbox: 0.295317 loss_dfl: 0.183877 loss: 1.301697 eta: 6 days, 18:47:27 batch_cost: 2.2385 data_cost: 0.0010 ips: 12.5083 images/s [11/13 01:52:37] ppdet.engine INFO: Epoch: [16] [2580/3251] learning_rate: 0.186402 loss_vfl: 0.849913 loss_bbox: 0.262026 loss_dfl: 0.174026 loss: 1.311469 eta: 6 days, 18:46:44 batch_cost: 2.1714 data_cost: 0.0010 ips: 12.8949 images/s [11/13 01:53:23] ppdet.engine INFO: Epoch: [16] [2600/3251] learning_rate: 0.186393 loss_vfl: 0.847057 loss_bbox: 0.270215 loss_dfl: 0.173936 loss: 1.299276 eta: 6 days, 18:46:02 batch_cost: 2.1757 data_cost: 0.0010 ips: 12.8693 images/s [11/13 01:54:10] ppdet.engine INFO: Epoch: [16] [2620/3251] learning_rate: 0.186383 loss_vfl: 0.838270 loss_bbox: 0.317397 loss_dfl: 0.209424 loss: 1.364561 eta: 6 days, 18:45:25 batch_cost: 2.2347 data_cost: 0.0019 ips: 12.5298 images/s [11/13 01:54:56] ppdet.engine INFO: Epoch: [16] [2640/3251] learning_rate: 0.186373 loss_vfl: 0.851979 loss_bbox: 0.326617 loss_dfl: 0.213896 loss: 1.385974 eta: 6 days, 18:44:45 batch_cost: 2.1946 data_cost: 0.0011 ips: 12.7584 images/s [11/13 01:55:42] ppdet.engine INFO: Epoch: [16] [2660/3251] learning_rate: 0.186364 loss_vfl: 0.830513 loss_bbox: 0.282874 loss_dfl: 0.169082 loss: 1.305950 eta: 6 days, 18:44:03 batch_cost: 2.1813 data_cost: 0.0020 ips: 12.8363 images/s [11/13 01:56:28] ppdet.engine INFO: Epoch: [16] [2680/3251] learning_rate: 0.186354 loss_vfl: 0.850416 loss_bbox: 0.298145 loss_dfl: 0.195714 loss: 1.352866 eta: 6 days, 18:43:19 batch_cost: 2.1636 data_cost: 0.0010 ips: 12.9414 images/s [11/13 01:57:14] ppdet.engine INFO: Epoch: [16] [2700/3251] learning_rate: 0.186344 loss_vfl: 0.841629 loss_bbox: 0.312494 loss_dfl: 0.206722 loss: 1.387155 eta: 6 days, 18:42:33 batch_cost: 2.1382 data_cost: 0.0010 ips: 13.0951 images/s [11/13 01:58:00] ppdet.engine INFO: Epoch: [16] [2720/3251] learning_rate: 0.186334 loss_vfl: 0.841584 loss_bbox: 0.282225 loss_dfl: 0.180401 loss: 1.293403 eta: 6 days, 18:41:54 batch_cost: 2.2123 data_cost: 0.0010 ips: 12.6568 images/s [11/13 01:58:45] ppdet.engine INFO: Epoch: [16] [2740/3251] learning_rate: 0.186325 loss_vfl: 0.854501 loss_bbox: 0.269915 loss_dfl: 0.181640 loss: 1.319865 eta: 6 days, 18:41:12 batch_cost: 2.1799 data_cost: 0.0009 ips: 12.8448 images/s [11/13 01:59:32] ppdet.engine INFO: Epoch: [16] [2760/3251] learning_rate: 0.186315 loss_vfl: 0.834281 loss_bbox: 0.286899 loss_dfl: 0.193540 loss: 1.302671 eta: 6 days, 18:40:32 batch_cost: 2.1992 data_cost: 0.0016 ips: 12.7322 images/s [11/13 02:00:19] ppdet.engine INFO: Epoch: [16] [2780/3251] learning_rate: 0.186305 loss_vfl: 0.838542 loss_bbox: 0.312216 loss_dfl: 0.197088 loss: 1.381278 eta: 6 days, 18:39:52 batch_cost: 2.1940 data_cost: 0.0017 ips: 12.7623 images/s [11/13 02:01:04] ppdet.engine INFO: Epoch: [16] [2800/3251] learning_rate: 0.186295 loss_vfl: 0.857491 loss_bbox: 0.272456 loss_dfl: 0.178307 loss: 1.313629 eta: 6 days, 18:39:11 batch_cost: 2.1920 data_cost: 0.0011 ips: 12.7739 images/s [11/13 02:01:52] ppdet.engine INFO: Epoch: [16] [2820/3251] learning_rate: 0.186285 loss_vfl: 0.844558 loss_bbox: 0.308156 loss_dfl: 0.196256 loss: 1.358559 eta: 6 days, 18:38:34 batch_cost: 2.2313 data_cost: 0.0009 ips: 12.5487 images/s [11/13 02:02:38] ppdet.engine INFO: Epoch: [16] [2840/3251] learning_rate: 0.186276 loss_vfl: 0.832058 loss_bbox: 0.278953 loss_dfl: 0.184516 loss: 1.287590 eta: 6 days, 18:37:54 batch_cost: 2.1981 data_cost: 0.0011 ips: 12.7383 images/s [11/13 02:03:25] ppdet.engine INFO: Epoch: [16] [2860/3251] learning_rate: 0.186266 loss_vfl: 0.834944 loss_bbox: 0.301638 loss_dfl: 0.192042 loss: 1.297878 eta: 6 days, 18:37:16 batch_cost: 2.2222 data_cost: 0.0010 ips: 12.6002 images/s [11/13 02:04:12] ppdet.engine INFO: Epoch: [16] [2880/3251] learning_rate: 0.186256 loss_vfl: 0.825975 loss_bbox: 0.283493 loss_dfl: 0.185014 loss: 1.318052 eta: 6 days, 18:36:31 batch_cost: 2.1485 data_cost: 0.0009 ips: 13.0324 images/s [11/13 02:04:58] ppdet.engine INFO: Epoch: [16] [2900/3251] learning_rate: 0.186246 loss_vfl: 0.851368 loss_bbox: 0.296553 loss_dfl: 0.195551 loss: 1.350233 eta: 6 days, 18:35:51 batch_cost: 2.2021 data_cost: 0.0010 ips: 12.7152 images/s [11/13 02:05:43] ppdet.engine INFO: Epoch: [16] [2920/3251] learning_rate: 0.186237 loss_vfl: 0.835952 loss_bbox: 0.296397 loss_dfl: 0.189853 loss: 1.322973 eta: 6 days, 18:34:55 batch_cost: 2.0440 data_cost: 0.0011 ips: 13.6985 images/s [11/13 02:06:30] ppdet.engine INFO: Epoch: [16] [2940/3251] learning_rate: 0.186227 loss_vfl: 0.844508 loss_bbox: 0.304007 loss_dfl: 0.194005 loss: 1.355859 eta: 6 days, 18:34:19 batch_cost: 2.2349 data_cost: 0.0011 ips: 12.5285 images/s [11/13 02:07:17] ppdet.engine INFO: Epoch: [16] [2960/3251] learning_rate: 0.186217 loss_vfl: 0.827416 loss_bbox: 0.295824 loss_dfl: 0.191666 loss: 1.302857 eta: 6 days, 18:33:45 batch_cost: 2.2680 data_cost: 0.0012 ips: 12.3459 images/s [11/13 02:08:03] ppdet.engine INFO: Epoch: [16] [2980/3251] learning_rate: 0.186207 loss_vfl: 0.840287 loss_bbox: 0.317992 loss_dfl: 0.201291 loss: 1.351846 eta: 6 days, 18:32:53 batch_cost: 2.0762 data_cost: 0.0021 ips: 13.4861 images/s [11/13 02:08:46] ppdet.engine INFO: Epoch: [16] [3000/3251] learning_rate: 0.186197 loss_vfl: 0.847903 loss_bbox: 0.305440 loss_dfl: 0.189607 loss: 1.345744 eta: 6 days, 18:32:01 batch_cost: 2.0796 data_cost: 0.0010 ips: 13.4644 images/s [11/13 02:09:34] ppdet.engine INFO: Epoch: [16] [3020/3251] learning_rate: 0.186188 loss_vfl: 0.828059 loss_bbox: 0.324177 loss_dfl: 0.210509 loss: 1.377414 eta: 6 days, 18:31:26 batch_cost: 2.2511 data_cost: 0.0010 ips: 12.4381 images/s [11/13 02:10:19] ppdet.engine INFO: Epoch: [16] [3040/3251] learning_rate: 0.186178 loss_vfl: 0.844170 loss_bbox: 0.307595 loss_dfl: 0.203591 loss: 1.359369 eta: 6 days, 18:30:43 batch_cost: 2.1658 data_cost: 0.0010 ips: 12.9281 images/s [11/13 02:11:04] ppdet.engine INFO: Epoch: [16] [3060/3251] learning_rate: 0.186168 loss_vfl: 0.834147 loss_bbox: 0.287658 loss_dfl: 0.188099 loss: 1.291177 eta: 6 days, 18:29:44 batch_cost: 2.0024 data_cost: 0.0010 ips: 13.9835 images/s [11/13 02:11:50] ppdet.engine INFO: Epoch: [16] [3080/3251] learning_rate: 0.186158 loss_vfl: 0.835366 loss_bbox: 0.322979 loss_dfl: 0.201697 loss: 1.353648 eta: 6 days, 18:29:03 batch_cost: 2.1933 data_cost: 0.0009 ips: 12.7660 images/s [11/13 02:12:38] ppdet.engine INFO: Epoch: [16] [3100/3251] learning_rate: 0.186148 loss_vfl: 0.839192 loss_bbox: 0.328782 loss_dfl: 0.205162 loss: 1.407502 eta: 6 days, 18:28:31 batch_cost: 2.2822 data_cost: 0.0009 ips: 12.2690 images/s [11/13 02:13:24] ppdet.engine INFO: Epoch: [16] [3120/3251] learning_rate: 0.186139 loss_vfl: 0.858890 loss_bbox: 0.294947 loss_dfl: 0.191630 loss: 1.357523 eta: 6 days, 18:27:42 batch_cost: 2.1052 data_cost: 0.0010 ips: 13.3005 images/s [11/13 02:14:08] ppdet.engine INFO: Epoch: [16] [3140/3251] learning_rate: 0.186129 loss_vfl: 0.846084 loss_bbox: 0.305311 loss_dfl: 0.202591 loss: 1.350773 eta: 6 days, 18:26:44 batch_cost: 2.0200 data_cost: 0.0016 ips: 13.8616 images/s [11/13 02:14:55] ppdet.engine INFO: Epoch: [16] [3160/3251] learning_rate: 0.186119 loss_vfl: 0.856443 loss_bbox: 0.265329 loss_dfl: 0.172741 loss: 1.279963 eta: 6 days, 18:26:09 batch_cost: 2.2526 data_cost: 0.0012 ips: 12.4299 images/s [11/13 02:15:40] ppdet.engine INFO: Epoch: [16] [3180/3251] learning_rate: 0.186109 loss_vfl: 0.856913 loss_bbox: 0.275424 loss_dfl: 0.176847 loss: 1.324051 eta: 6 days, 18:25:22 batch_cost: 2.1296 data_cost: 0.0009 ips: 13.1478 images/s [11/13 02:16:25] ppdet.engine INFO: Epoch: [16] [3200/3251] learning_rate: 0.186099 loss_vfl: 0.839672 loss_bbox: 0.295249 loss_dfl: 0.193266 loss: 1.321747 eta: 6 days, 18:24:39 batch_cost: 2.1667 data_cost: 0.0009 ips: 12.9229 images/s [11/13 02:17:10] ppdet.engine INFO: Epoch: [16] [3220/3251] learning_rate: 0.186089 loss_vfl: 0.813054 loss_bbox: 0.319879 loss_dfl: 0.211321 loss: 1.369509 eta: 6 days, 18:23:54 batch_cost: 2.1519 data_cost: 0.0010 ips: 13.0116 images/s [11/13 02:17:55] ppdet.engine INFO: Epoch: [16] [3240/3251] learning_rate: 0.186080 loss_vfl: 0.840033 loss_bbox: 0.322038 loss_dfl: 0.202777 loss: 1.342963 eta: 6 days, 18:23:06 batch_cost: 2.1148 data_cost: 0.0021 ips: 13.2401 images/s [11/13 02:18:34] ppdet.engine INFO: Epoch: [17] [ 0/3251] learning_rate: 0.186074 loss_vfl: 0.847847 loss_bbox: 0.307871 loss_dfl: 0.191695 loss: 1.358804 eta: 6 days, 18:23:12 batch_cost: 2.4577 data_cost: 0.7938 ips: 11.3926 images/s [11/13 02:19:26] ppdet.engine INFO: Epoch: [17] [ 20/3251] learning_rate: 0.186064 loss_vfl: 0.845553 loss_bbox: 0.272925 loss_dfl: 0.176154 loss: 1.309690 eta: 6 days, 18:22:43 batch_cost: 2.3084 data_cost: 0.0010 ips: 12.1296 images/s [11/13 02:20:10] ppdet.engine INFO: Epoch: [17] [ 40/3251] learning_rate: 0.186055 loss_vfl: 0.815365 loss_bbox: 0.280246 loss_dfl: 0.185499 loss: 1.319065 eta: 6 days, 18:21:57 batch_cost: 2.1447 data_cost: 0.0010 ips: 13.0552 images/s [11/13 02:20:58] ppdet.engine INFO: Epoch: [17] [ 60/3251] learning_rate: 0.186045 loss_vfl: 0.843898 loss_bbox: 0.351371 loss_dfl: 0.212630 loss: 1.395488 eta: 6 days, 18:21:28 batch_cost: 2.3130 data_cost: 0.0010 ips: 12.1055 images/s [11/13 02:21:44] ppdet.engine INFO: Epoch: [17] [ 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0.813773 loss_bbox: 0.292038 loss_dfl: 0.194611 loss: 1.314393 eta: 6 days, 18:17:45 batch_cost: 2.0480 data_cost: 0.0010 ips: 13.6719 images/s [11/13 02:25:37] ppdet.engine INFO: Epoch: [17] [ 180/3251] learning_rate: 0.185986 loss_vfl: 0.839770 loss_bbox: 0.307283 loss_dfl: 0.189030 loss: 1.366441 eta: 6 days, 18:17:02 batch_cost: 2.1671 data_cost: 0.0016 ips: 12.9204 images/s [11/13 02:26:24] ppdet.engine INFO: Epoch: [17] [ 200/3251] learning_rate: 0.185976 loss_vfl: 0.827753 loss_bbox: 0.274033 loss_dfl: 0.177159 loss: 1.295053 eta: 6 days, 18:16:19 batch_cost: 2.1729 data_cost: 0.0010 ips: 12.8861 images/s [11/13 02:27:10] ppdet.engine INFO: Epoch: [17] [ 220/3251] learning_rate: 0.185966 loss_vfl: 0.837222 loss_bbox: 0.272164 loss_dfl: 0.188021 loss: 1.322929 eta: 6 days, 18:15:34 batch_cost: 2.1474 data_cost: 0.0014 ips: 13.0391 images/s [11/13 02:27:58] ppdet.engine INFO: Epoch: [17] [ 240/3251] learning_rate: 0.185956 loss_vfl: 0.840714 loss_bbox: 0.314546 loss_dfl: 0.191582 loss: 1.354776 eta: 6 days, 18:14:57 batch_cost: 2.2365 data_cost: 0.0010 ips: 12.5194 images/s [11/13 02:28:44] ppdet.engine INFO: Epoch: [17] [ 260/3251] learning_rate: 0.185946 loss_vfl: 0.859928 loss_bbox: 0.275075 loss_dfl: 0.180134 loss: 1.319309 eta: 6 days, 18:14:18 batch_cost: 2.2111 data_cost: 0.0010 ips: 12.6632 images/s [11/13 02:29:29] ppdet.engine INFO: Epoch: [17] [ 280/3251] learning_rate: 0.185936 loss_vfl: 0.849259 loss_bbox: 0.289671 loss_dfl: 0.190638 loss: 1.322607 eta: 6 days, 18:13:34 batch_cost: 2.1635 data_cost: 0.0010 ips: 12.9417 images/s [11/13 02:30:16] ppdet.engine INFO: Epoch: [17] [ 300/3251] learning_rate: 0.185926 loss_vfl: 0.847501 loss_bbox: 0.305755 loss_dfl: 0.191027 loss: 1.352696 eta: 6 days, 18:12:55 batch_cost: 2.2104 data_cost: 0.0010 ips: 12.6674 images/s [11/13 02:31:02] ppdet.engine INFO: Epoch: [17] [ 320/3251] learning_rate: 0.185916 loss_vfl: 0.838362 loss_bbox: 0.284631 loss_dfl: 0.191047 loss: 1.331989 eta: 6 days, 18:12:13 batch_cost: 2.1784 data_cost: 0.0012 ips: 12.8534 images/s [11/13 02:31:49] ppdet.engine INFO: Epoch: [17] [ 340/3251] learning_rate: 0.185906 loss_vfl: 0.847887 loss_bbox: 0.298946 loss_dfl: 0.199539 loss: 1.350025 eta: 6 days, 18:11:34 batch_cost: 2.2098 data_cost: 0.0010 ips: 12.6707 images/s [11/13 02:32:35] ppdet.engine INFO: Epoch: [17] [ 360/3251] learning_rate: 0.185897 loss_vfl: 0.830893 loss_bbox: 0.299688 loss_dfl: 0.189284 loss: 1.330245 eta: 6 days, 18:10:53 batch_cost: 2.1875 data_cost: 0.0009 ips: 12.8002 images/s [11/13 02:33:21] ppdet.engine INFO: Epoch: [17] [ 380/3251] learning_rate: 0.185887 loss_vfl: 0.851418 loss_bbox: 0.312839 loss_dfl: 0.195528 loss: 1.325839 eta: 6 days, 18:10:08 batch_cost: 2.1481 data_cost: 0.0010 ips: 13.0349 images/s [11/13 02:34:07] ppdet.engine INFO: Epoch: [17] [ 400/3251] learning_rate: 0.185877 loss_vfl: 0.824254 loss_bbox: 0.287871 loss_dfl: 0.187459 loss: 1.316549 eta: 6 days, 18:09:22 batch_cost: 2.1433 data_cost: 0.0010 ips: 13.0638 images/s [11/13 02:34:55] ppdet.engine INFO: Epoch: [17] [ 420/3251] learning_rate: 0.185867 loss_vfl: 0.838047 loss_bbox: 0.304940 loss_dfl: 0.195922 loss: 1.305510 eta: 6 days, 18:08:37 batch_cost: 2.1476 data_cost: 0.0011 ips: 13.0381 images/s [11/13 02:35:39] ppdet.engine INFO: Epoch: [17] [ 440/3251] learning_rate: 0.185857 loss_vfl: 0.839444 loss_bbox: 0.270055 loss_dfl: 0.177165 loss: 1.281876 eta: 6 days, 18:07:32 batch_cost: 1.9482 data_cost: 0.0011 ips: 14.3720 images/s [11/13 02:36:27] ppdet.engine INFO: Epoch: [17] [ 460/3251] learning_rate: 0.185847 loss_vfl: 0.837222 loss_bbox: 0.270947 loss_dfl: 0.194400 loss: 1.338566 eta: 6 days, 18:06:58 batch_cost: 2.2554 data_cost: 0.0010 ips: 12.4145 images/s [11/13 02:37:12] ppdet.engine INFO: Epoch: [17] [ 480/3251] learning_rate: 0.185837 loss_vfl: 0.852134 loss_bbox: 0.283467 loss_dfl: 0.184878 loss: 1.321954 eta: 6 days, 18:06:16 batch_cost: 2.1813 data_cost: 0.0014 ips: 12.8364 images/s [11/13 02:38:00] ppdet.engine INFO: Epoch: [17] 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0.848160 loss_bbox: 0.282117 loss_dfl: 0.178648 loss: 1.340859 eta: 6 days, 18:02:39 batch_cost: 2.1180 data_cost: 0.0009 ips: 13.2203 images/s [11/13 02:41:53] ppdet.engine INFO: Epoch: [17] [ 600/3251] learning_rate: 0.185778 loss_vfl: 0.826388 loss_bbox: 0.295756 loss_dfl: 0.181379 loss: 1.297289 eta: 6 days, 18:02:03 batch_cost: 2.2410 data_cost: 0.0009 ips: 12.4944 images/s [11/13 02:42:38] ppdet.engine INFO: Epoch: [17] [ 620/3251] learning_rate: 0.185768 loss_vfl: 0.819423 loss_bbox: 0.312837 loss_dfl: 0.194260 loss: 1.304751 eta: 6 days, 18:01:18 batch_cost: 2.1503 data_cost: 0.0010 ips: 13.0217 images/s [11/13 02:43:23] ppdet.engine INFO: Epoch: [17] [ 640/3251] learning_rate: 0.185758 loss_vfl: 0.827544 loss_bbox: 0.306163 loss_dfl: 0.203861 loss: 1.338163 eta: 6 days, 18:00:33 batch_cost: 2.1501 data_cost: 0.0010 ips: 13.0229 images/s [11/13 02:44:09] ppdet.engine INFO: Epoch: [17] [ 660/3251] learning_rate: 0.185748 loss_vfl: 0.843895 loss_bbox: 0.302214 loss_dfl: 0.191041 loss: 1.332990 eta: 6 days, 17:59:51 batch_cost: 2.1844 data_cost: 0.0009 ips: 12.8182 images/s [11/13 02:44:55] ppdet.engine INFO: Epoch: [17] [ 680/3251] learning_rate: 0.185738 loss_vfl: 0.855990 loss_bbox: 0.270740 loss_dfl: 0.180549 loss: 1.336278 eta: 6 days, 17:59:10 batch_cost: 2.1879 data_cost: 0.0009 ips: 12.7978 images/s [11/13 02:45:41] ppdet.engine INFO: Epoch: [17] [ 700/3251] learning_rate: 0.185728 loss_vfl: 0.864017 loss_bbox: 0.274562 loss_dfl: 0.188885 loss: 1.342443 eta: 6 days, 17:58:25 batch_cost: 2.1446 data_cost: 0.0117 ips: 13.0562 images/s [11/13 02:46:27] ppdet.engine INFO: Epoch: [17] [ 720/3251] learning_rate: 0.185718 loss_vfl: 0.852580 loss_bbox: 0.344485 loss_dfl: 0.215055 loss: 1.404756 eta: 6 days, 17:57:45 batch_cost: 2.2042 data_cost: 0.0010 ips: 12.7029 images/s [11/13 02:47:12] ppdet.engine INFO: Epoch: [17] [ 740/3251] learning_rate: 0.185708 loss_vfl: 0.826722 loss_bbox: 0.287351 loss_dfl: 0.184608 loss: 1.294320 eta: 6 days, 17:56:59 batch_cost: 2.1368 data_cost: 0.0009 ips: 13.1037 images/s [11/13 02:47:58] ppdet.engine INFO: Epoch: [17] [ 760/3251] learning_rate: 0.185698 loss_vfl: 0.835824 loss_bbox: 0.312839 loss_dfl: 0.196620 loss: 1.334613 eta: 6 days, 17:56:12 batch_cost: 2.1356 data_cost: 0.0011 ips: 13.1110 images/s [11/13 02:48:43] ppdet.engine INFO: Epoch: [17] [ 780/3251] learning_rate: 0.185688 loss_vfl: 0.823009 loss_bbox: 0.292633 loss_dfl: 0.192904 loss: 1.329122 eta: 6 days, 17:55:21 batch_cost: 2.0806 data_cost: 0.0010 ips: 13.4575 images/s [11/13 02:49:29] ppdet.engine INFO: Epoch: [17] [ 800/3251] learning_rate: 0.185678 loss_vfl: 0.838178 loss_bbox: 0.294155 loss_dfl: 0.184268 loss: 1.314020 eta: 6 days, 17:54:36 batch_cost: 2.1463 data_cost: 0.0010 ips: 13.0458 images/s [11/13 02:50:14] ppdet.engine INFO: Epoch: [17] [ 820/3251] learning_rate: 0.185668 loss_vfl: 0.843049 loss_bbox: 0.316339 loss_dfl: 0.197853 loss: 1.352688 eta: 6 days, 17:53:52 batch_cost: 2.1608 data_cost: 0.0010 ips: 12.9584 images/s [11/13 02:51:01] ppdet.engine INFO: Epoch: [17] [ 840/3251] learning_rate: 0.185658 loss_vfl: 0.834164 loss_bbox: 0.296531 loss_dfl: 0.189446 loss: 1.355059 eta: 6 days, 17:53:16 batch_cost: 2.2439 data_cost: 0.0010 ips: 12.4784 images/s [11/13 02:51:45] ppdet.engine INFO: Epoch: [17] [ 860/3251] learning_rate: 0.185648 loss_vfl: 0.852994 loss_bbox: 0.264348 loss_dfl: 0.172970 loss: 1.297707 eta: 6 days, 17:52:26 batch_cost: 2.0986 data_cost: 0.0010 ips: 13.3425 images/s [11/13 02:52:31] ppdet.engine INFO: Epoch: [17] [ 880/3251] learning_rate: 0.185638 loss_vfl: 0.833251 loss_bbox: 0.317109 loss_dfl: 0.195426 loss: 1.359468 eta: 6 days, 17:51:43 batch_cost: 2.1756 data_cost: 0.0010 ips: 12.8702 images/s [11/13 02:53:15] ppdet.engine INFO: Epoch: [17] [ 900/3251] learning_rate: 0.185628 loss_vfl: 0.838597 loss_bbox: 0.290510 loss_dfl: 0.190176 loss: 1.303258 eta: 6 days, 17:50:52 batch_cost: 2.0849 data_cost: 0.0009 ips: 13.4298 images/s [11/13 02:54:01] ppdet.engine INFO: Epoch: [17] [ 920/3251] learning_rate: 0.185618 loss_vfl: 0.866316 loss_bbox: 0.297524 loss_dfl: 0.185153 loss: 1.349925 eta: 6 days, 17:50:09 batch_cost: 2.1709 data_cost: 0.0010 ips: 12.8981 images/s [11/13 02:54:47] ppdet.engine INFO: Epoch: [17] [ 940/3251] learning_rate: 0.185608 loss_vfl: 0.843244 loss_bbox: 0.344555 loss_dfl: 0.215330 loss: 1.380862 eta: 6 days, 17:49:24 batch_cost: 2.1472 data_cost: 0.0010 ips: 13.0404 images/s [11/13 02:55:33] ppdet.engine INFO: Epoch: [17] [ 960/3251] learning_rate: 0.185598 loss_vfl: 0.838030 loss_bbox: 0.292078 loss_dfl: 0.181668 loss: 1.312945 eta: 6 days, 17:48:40 batch_cost: 2.1603 data_cost: 0.0010 ips: 12.9615 images/s [11/13 02:56:19] ppdet.engine INFO: Epoch: [17] [ 980/3251] learning_rate: 0.185588 loss_vfl: 0.844445 loss_bbox: 0.283014 loss_dfl: 0.182930 loss: 1.343282 eta: 6 days, 17:47:58 batch_cost: 2.1811 data_cost: 0.0015 ips: 12.8375 images/s [11/13 02:57:05] ppdet.engine INFO: Epoch: [17] [1000/3251] learning_rate: 0.185578 loss_vfl: 0.836151 loss_bbox: 0.284773 loss_dfl: 0.204186 loss: 1.359826 eta: 6 days, 17:47:17 batch_cost: 2.1853 data_cost: 0.0010 ips: 12.8127 images/s [11/13 02:57:50] ppdet.engine INFO: Epoch: [17] [1020/3251] learning_rate: 0.185568 loss_vfl: 0.851722 loss_bbox: 0.304994 loss_dfl: 0.193277 loss: 1.348624 eta: 6 days, 17:46:32 batch_cost: 2.1467 data_cost: 0.0010 ips: 13.0433 images/s [11/13 02:58:36] ppdet.engine INFO: Epoch: [17] [1040/3251] learning_rate: 0.185558 loss_vfl: 0.867454 loss_bbox: 0.301678 loss_dfl: 0.202580 loss: 1.348583 eta: 6 days, 17:45:46 batch_cost: 2.1478 data_cost: 0.0015 ips: 13.0364 images/s [11/13 02:59:23] ppdet.engine INFO: Epoch: [17] [1060/3251] learning_rate: 0.185548 loss_vfl: 0.823674 loss_bbox: 0.308467 loss_dfl: 0.195656 loss: 1.342405 eta: 6 days, 17:45:14 batch_cost: 2.2854 data_cost: 0.0012 ips: 12.2514 images/s [11/13 03:00:12] ppdet.engine INFO: Epoch: [17] [1080/3251] learning_rate: 0.185538 loss_vfl: 0.853683 loss_bbox: 0.271313 loss_dfl: 0.182804 loss: 1.333868 eta: 6 days, 17:44:40 batch_cost: 2.2597 data_cost: 0.0012 ips: 12.3909 images/s [11/13 03:01:00] ppdet.engine INFO: Epoch: [17] [1100/3251] learning_rate: 0.185528 loss_vfl: 0.850806 loss_bbox: 0.283711 loss_dfl: 0.178894 loss: 1.315023 eta: 6 days, 17:44:09 batch_cost: 2.2986 data_cost: 0.0009 ips: 12.1814 images/s [11/13 03:01:47] ppdet.engine INFO: Epoch: [17] [1120/3251] learning_rate: 0.185518 loss_vfl: 0.854302 loss_bbox: 0.302159 loss_dfl: 0.192240 loss: 1.333450 eta: 6 days, 17:43:31 batch_cost: 2.2227 data_cost: 0.0011 ips: 12.5975 images/s [11/13 03:02:33] ppdet.engine INFO: Epoch: [17] [1140/3251] learning_rate: 0.185508 loss_vfl: 0.837823 loss_bbox: 0.299593 loss_dfl: 0.180693 loss: 1.316371 eta: 6 days, 17:42:50 batch_cost: 2.1846 data_cost: 0.0011 ips: 12.8170 images/s [11/13 03:03:20] ppdet.engine INFO: Epoch: [17] [1160/3251] learning_rate: 0.185498 loss_vfl: 0.845225 loss_bbox: 0.294740 loss_dfl: 0.183118 loss: 1.326932 eta: 6 days, 17:42:07 batch_cost: 2.1715 data_cost: 0.0011 ips: 12.8946 images/s [11/13 03:04:06] ppdet.engine INFO: Epoch: [17] [1180/3251] learning_rate: 0.185488 loss_vfl: 0.842793 loss_bbox: 0.276965 loss_dfl: 0.181588 loss: 1.315439 eta: 6 days, 17:41:26 batch_cost: 2.1931 data_cost: 0.0016 ips: 12.7675 images/s [11/13 03:04:53] ppdet.engine INFO: Epoch: [17] [1200/3251] learning_rate: 0.185478 loss_vfl: 0.859723 loss_bbox: 0.281712 loss_dfl: 0.186344 loss: 1.361652 eta: 6 days, 17:40:49 batch_cost: 2.2367 data_cost: 0.0010 ips: 12.5182 images/s [11/13 03:05:40] ppdet.engine INFO: Epoch: [17] [1220/3251] learning_rate: 0.185468 loss_vfl: 0.837050 loss_bbox: 0.289780 loss_dfl: 0.184036 loss: 1.329545 eta: 6 days, 17:40:11 batch_cost: 2.2147 data_cost: 0.0012 ips: 12.6429 images/s [11/13 03:06:28] ppdet.engine INFO: Epoch: [17] [1240/3251] learning_rate: 0.185458 loss_vfl: 0.836149 loss_bbox: 0.291338 loss_dfl: 0.190517 loss: 1.324722 eta: 6 days, 17:39:41 batch_cost: 2.3106 data_cost: 0.0009 ips: 12.1180 images/s [11/13 03:07:13] ppdet.engine INFO: Epoch: [17] [1260/3251] learning_rate: 0.185448 loss_vfl: 0.850396 loss_bbox: 0.272936 loss_dfl: 0.179492 loss: 1.282479 eta: 6 days, 17:38:50 batch_cost: 2.0907 data_cost: 0.0010 ips: 13.3928 images/s [11/13 03:08:00] ppdet.engine INFO: Epoch: [17] [1280/3251] learning_rate: 0.185438 loss_vfl: 0.835511 loss_bbox: 0.329536 loss_dfl: 0.209985 loss: 1.374612 eta: 6 days, 17:38:12 batch_cost: 2.2208 data_cost: 0.0016 ips: 12.6083 images/s [11/13 03:08:46] ppdet.engine INFO: Epoch: [17] [1300/3251] learning_rate: 0.185428 loss_vfl: 0.862480 loss_bbox: 0.256228 loss_dfl: 0.178681 loss: 1.296383 eta: 6 days, 17:37:25 batch_cost: 2.1305 data_cost: 0.0015 ips: 13.1424 images/s [11/13 03:09:33] ppdet.engine INFO: Epoch: [17] [1320/3251] learning_rate: 0.185418 loss_vfl: 0.834733 loss_bbox: 0.318372 loss_dfl: 0.206902 loss: 1.368166 eta: 6 days, 17:36:42 batch_cost: 2.1675 data_cost: 0.0009 ips: 12.9178 images/s [11/13 03:10:21] ppdet.engine INFO: Epoch: [17] [1340/3251] learning_rate: 0.185408 loss_vfl: 0.875129 loss_bbox: 0.261429 loss_dfl: 0.177808 loss: 1.323798 eta: 6 days, 17:36:08 batch_cost: 2.2614 data_cost: 0.0011 ips: 12.3814 images/s [11/13 03:11:08] ppdet.engine INFO: Epoch: [17] [1360/3251] learning_rate: 0.185398 loss_vfl: 0.822514 loss_bbox: 0.292699 loss_dfl: 0.190640 loss: 1.328877 eta: 6 days, 17:35:26 batch_cost: 2.1826 data_cost: 0.0010 ips: 12.8286 images/s [11/13 03:11:56] ppdet.engine INFO: Epoch: [17] [1380/3251] learning_rate: 0.185388 loss_vfl: 0.837714 loss_bbox: 0.321556 loss_dfl: 0.199527 loss: 1.333180 eta: 6 days, 17:34:51 batch_cost: 2.2531 data_cost: 0.0010 ips: 12.4274 images/s [11/13 03:12:42] ppdet.engine INFO: Epoch: [17] [1400/3251] learning_rate: 0.185378 loss_vfl: 0.854664 loss_bbox: 0.267626 loss_dfl: 0.177975 loss: 1.319728 eta: 6 days, 17:33:59 batch_cost: 2.0829 data_cost: 0.0012 ips: 13.4429 images/s [11/13 03:13:28] ppdet.engine INFO: Epoch: [17] [1420/3251] learning_rate: 0.185368 loss_vfl: 0.838941 loss_bbox: 0.279696 loss_dfl: 0.180200 loss: 1.300508 eta: 6 days, 17:33:20 batch_cost: 2.2096 data_cost: 0.0009 ips: 12.6718 images/s [11/13 03:14:16] ppdet.engine INFO: Epoch: [17] [1440/3251] learning_rate: 0.185358 loss_vfl: 0.850614 loss_bbox: 0.329620 loss_dfl: 0.195842 loss: 1.379362 eta: 6 days, 17:32:45 batch_cost: 2.2524 data_cost: 0.0010 ips: 12.4310 images/s [11/13 03:15:04] ppdet.engine INFO: Epoch: [17] [1460/3251] learning_rate: 0.185347 loss_vfl: 0.807931 loss_bbox: 0.287224 loss_dfl: 0.194333 loss: 1.301922 eta: 6 days, 17:32:10 batch_cost: 2.2543 data_cost: 0.0013 ips: 12.4208 images/s [11/13 03:15:49] ppdet.engine INFO: Epoch: [17] [1480/3251] learning_rate: 0.185337 loss_vfl: 0.821815 loss_bbox: 0.316092 loss_dfl: 0.201929 loss: 1.316862 eta: 6 days, 17:31:22 batch_cost: 2.1178 data_cost: 0.0012 ips: 13.2213 images/s [11/13 03:16:35] ppdet.engine INFO: Epoch: [17] [1500/3251] learning_rate: 0.185327 loss_vfl: 0.822933 loss_bbox: 0.263284 loss_dfl: 0.170283 loss: 1.276015 eta: 6 days, 17:30:39 batch_cost: 2.1716 data_cost: 0.0010 ips: 12.8936 images/s [11/13 03:17:20] ppdet.engine INFO: Epoch: [17] [1520/3251] learning_rate: 0.185317 loss_vfl: 0.839986 loss_bbox: 0.314461 loss_dfl: 0.201803 loss: 1.353773 eta: 6 days, 17:29:55 batch_cost: 2.1623 data_cost: 0.0010 ips: 12.9495 images/s [11/13 03:18:05] ppdet.engine INFO: Epoch: [17] [1540/3251] learning_rate: 0.185307 loss_vfl: 0.866757 loss_bbox: 0.302995 loss_dfl: 0.188828 loss: 1.359261 eta: 6 days, 17:29:09 batch_cost: 2.1363 data_cost: 0.0010 ips: 13.1065 images/s [11/13 03:18:50] ppdet.engine INFO: Epoch: [17] [1560/3251] learning_rate: 0.185297 loss_vfl: 0.845161 loss_bbox: 0.321434 loss_dfl: 0.204431 loss: 1.333203 eta: 6 days, 17:28:26 batch_cost: 2.1699 data_cost: 0.0011 ips: 12.9040 images/s [11/13 03:19:38] ppdet.engine INFO: Epoch: [17] [1580/3251] learning_rate: 0.185287 loss_vfl: 0.843808 loss_bbox: 0.314192 loss_dfl: 0.199631 loss: 1.326375 eta: 6 days, 17:27:49 batch_cost: 2.2384 data_cost: 0.0013 ips: 12.5092 images/s [11/13 03:20:25] ppdet.engine INFO: Epoch: [17] [1600/3251] learning_rate: 0.185277 loss_vfl: 0.841731 loss_bbox: 0.283717 loss_dfl: 0.199728 loss: 1.338599 eta: 6 days, 17:27:10 batch_cost: 2.2123 data_cost: 0.0010 ips: 12.6564 images/s [11/13 03:21:10] ppdet.engine INFO: Epoch: [17] [1620/3251] learning_rate: 0.185267 loss_vfl: 0.839461 loss_bbox: 0.319369 loss_dfl: 0.199847 loss: 1.360373 eta: 6 days, 17:26:23 batch_cost: 2.1280 data_cost: 0.0011 ips: 13.1581 images/s [11/13 03:21:57] ppdet.engine INFO: Epoch: [17] [1640/3251] learning_rate: 0.185257 loss_vfl: 0.860499 loss_bbox: 0.294726 loss_dfl: 0.188000 loss: 1.331938 eta: 6 days, 17:25:42 batch_cost: 2.1935 data_cost: 0.0010 ips: 12.7651 images/s [11/13 03:22:42] ppdet.engine INFO: Epoch: [17] [1660/3251] learning_rate: 0.185247 loss_vfl: 0.821434 loss_bbox: 0.273530 loss_dfl: 0.169319 loss: 1.280182 eta: 6 days, 17:24:55 batch_cost: 2.1255 data_cost: 0.0010 ips: 13.1732 images/s [11/13 03:23:29] ppdet.engine INFO: Epoch: [17] [1680/3251] learning_rate: 0.185236 loss_vfl: 0.838730 loss_bbox: 0.284482 loss_dfl: 0.184468 loss: 1.323359 eta: 6 days, 17:24:13 batch_cost: 2.1752 data_cost: 0.0011 ips: 12.8725 images/s [11/13 03:24:16] ppdet.engine INFO: Epoch: [17] [1700/3251] learning_rate: 0.185226 loss_vfl: 0.847963 loss_bbox: 0.296024 loss_dfl: 0.201016 loss: 1.359252 eta: 6 days, 17:23:39 batch_cost: 2.2657 data_cost: 0.0010 ips: 12.3584 images/s [11/13 03:25:03] ppdet.engine INFO: Epoch: [17] [1720/3251] learning_rate: 0.185216 loss_vfl: 0.881120 loss_bbox: 0.284408 loss_dfl: 0.179855 loss: 1.320020 eta: 6 days, 17:23:02 batch_cost: 2.2349 data_cost: 0.0013 ips: 12.5286 images/s [11/13 03:25:51] ppdet.engine INFO: Epoch: [17] [1740/3251] learning_rate: 0.185206 loss_vfl: 0.832499 loss_bbox: 0.266016 loss_dfl: 0.171667 loss: 1.283928 eta: 6 days, 17:22:30 batch_cost: 2.2912 data_cost: 0.0010 ips: 12.2209 images/s [11/13 03:26:39] ppdet.engine INFO: Epoch: [17] [1760/3251] learning_rate: 0.185196 loss_vfl: 0.844985 loss_bbox: 0.300335 loss_dfl: 0.193938 loss: 1.328724 eta: 6 days, 17:21:58 batch_cost: 2.2892 data_cost: 0.0016 ips: 12.2314 images/s [11/13 03:27:26] ppdet.engine INFO: Epoch: [17] [1780/3251] learning_rate: 0.185186 loss_vfl: 0.855141 loss_bbox: 0.290205 loss_dfl: 0.182423 loss: 1.349425 eta: 6 days, 17:21:17 batch_cost: 2.1867 data_cost: 0.0015 ips: 12.8047 images/s [11/13 03:28:13] ppdet.engine INFO: Epoch: [17] [1800/3251] learning_rate: 0.185176 loss_vfl: 0.843307 loss_bbox: 0.283082 loss_dfl: 0.186133 loss: 1.341816 eta: 6 days, 17:20:46 batch_cost: 2.3001 data_cost: 0.0009 ips: 12.1734 images/s [11/13 03:28:59] ppdet.engine INFO: Epoch: [17] [1820/3251] learning_rate: 0.185166 loss_vfl: 0.832222 loss_bbox: 0.291050 loss_dfl: 0.201347 loss: 1.375453 eta: 6 days, 17:19:58 batch_cost: 2.1210 data_cost: 0.0010 ips: 13.2011 images/s [11/13 03:29:46] ppdet.engine INFO: Epoch: [17] [1840/3251] learning_rate: 0.185156 loss_vfl: 0.833190 loss_bbox: 0.272704 loss_dfl: 0.182221 loss: 1.279554 eta: 6 days, 17:19:20 batch_cost: 2.2185 data_cost: 0.0010 ips: 12.6214 images/s [11/13 03:30:31] ppdet.engine INFO: Epoch: [17] [1860/3251] learning_rate: 0.185145 loss_vfl: 0.842147 loss_bbox: 0.270169 loss_dfl: 0.178847 loss: 1.286455 eta: 6 days, 17:18:29 batch_cost: 2.0892 data_cost: 0.0010 ips: 13.4023 images/s [11/13 03:31:17] ppdet.engine INFO: Epoch: [17] [1880/3251] learning_rate: 0.185135 loss_vfl: 0.826621 loss_bbox: 0.314110 loss_dfl: 0.189780 loss: 1.342115 eta: 6 days, 17:17:48 batch_cost: 2.1876 data_cost: 0.0010 ips: 12.7993 images/s [11/13 03:32:03] ppdet.engine INFO: Epoch: [17] [1900/3251] learning_rate: 0.185125 loss_vfl: 0.844722 loss_bbox: 0.269548 loss_dfl: 0.179725 loss: 1.319110 eta: 6 days, 17:17:03 batch_cost: 2.1586 data_cost: 0.0009 ips: 12.9714 images/s [11/13 03:32:49] ppdet.engine INFO: Epoch: [17] [1920/3251] learning_rate: 0.185115 loss_vfl: 0.842962 loss_bbox: 0.291307 loss_dfl: 0.188248 loss: 1.336531 eta: 6 days, 17:16:22 batch_cost: 2.1844 data_cost: 0.0017 ips: 12.8184 images/s [11/13 03:33:34] ppdet.engine INFO: Epoch: [17] [1940/3251] learning_rate: 0.185105 loss_vfl: 0.821982 loss_bbox: 0.296126 loss_dfl: 0.185650 loss: 1.314487 eta: 6 days, 17:15:37 batch_cost: 2.1543 data_cost: 0.0009 ips: 12.9972 images/s [11/13 03:34:20] ppdet.engine INFO: Epoch: [17] [1960/3251] learning_rate: 0.185095 loss_vfl: 0.849225 loss_bbox: 0.275382 loss_dfl: 0.177974 loss: 1.310148 eta: 6 days, 17:14:54 batch_cost: 2.1693 data_cost: 0.0010 ips: 12.9071 images/s [11/13 03:35:07] ppdet.engine INFO: Epoch: [17] [1980/3251] learning_rate: 0.185085 loss_vfl: 0.854168 loss_bbox: 0.285816 loss_dfl: 0.187477 loss: 1.332312 eta: 6 days, 17:14:17 batch_cost: 2.2386 data_cost: 0.0010 ips: 12.5076 images/s [11/13 03:35:54] ppdet.engine INFO: Epoch: [17] [2000/3251] learning_rate: 0.185074 loss_vfl: 0.827362 loss_bbox: 0.297061 loss_dfl: 0.193894 loss: 1.350012 eta: 6 days, 17:13:41 batch_cost: 2.2436 data_cost: 0.0012 ips: 12.4802 images/s [11/13 03:36:43] ppdet.engine INFO: Epoch: [17] [2020/3251] learning_rate: 0.185064 loss_vfl: 0.842167 loss_bbox: 0.277260 loss_dfl: 0.189030 loss: 1.293737 eta: 6 days, 17:13:12 batch_cost: 2.3134 data_cost: 0.0010 ips: 12.1032 images/s [11/13 03:37:27] ppdet.engine INFO: Epoch: [17] [2040/3251] learning_rate: 0.185054 loss_vfl: 0.836123 loss_bbox: 0.301151 loss_dfl: 0.195675 loss: 1.333851 eta: 6 days, 17:12:22 batch_cost: 2.1047 data_cost: 0.0011 ips: 13.3038 images/s [11/13 03:38:12] ppdet.engine INFO: Epoch: [17] [2060/3251] learning_rate: 0.185044 loss_vfl: 0.842424 loss_bbox: 0.292945 loss_dfl: 0.190302 loss: 1.331525 eta: 6 days, 17:11:36 batch_cost: 2.1328 data_cost: 0.0010 ips: 13.1280 images/s [11/13 03:38:58] ppdet.engine INFO: Epoch: [17] [2080/3251] learning_rate: 0.185034 loss_vfl: 0.852154 loss_bbox: 0.275167 loss_dfl: 0.185582 loss: 1.302399 eta: 6 days, 17:10:51 batch_cost: 2.1529 data_cost: 0.0009 ips: 13.0057 images/s [11/13 03:39:44] ppdet.engine INFO: Epoch: [17] [2100/3251] learning_rate: 0.185024 loss_vfl: 0.840073 loss_bbox: 0.337335 loss_dfl: 0.202992 loss: 1.387876 eta: 6 days, 17:10:10 batch_cost: 2.1854 data_cost: 0.0009 ips: 12.8123 images/s [11/13 03:40:29] ppdet.engine INFO: Epoch: [17] [2120/3251] learning_rate: 0.185013 loss_vfl: 0.859593 loss_bbox: 0.264168 loss_dfl: 0.172865 loss: 1.309010 eta: 6 days, 17:09:23 batch_cost: 2.1280 data_cost: 0.0010 ips: 13.1582 images/s [11/13 03:41:16] ppdet.engine INFO: Epoch: [17] [2140/3251] learning_rate: 0.185003 loss_vfl: 0.849605 loss_bbox: 0.301757 loss_dfl: 0.201606 loss: 1.333385 eta: 6 days, 17:08:36 batch_cost: 2.1272 data_cost: 0.0020 ips: 13.1629 images/s [11/13 03:42:01] ppdet.engine INFO: Epoch: [17] [2160/3251] learning_rate: 0.184993 loss_vfl: 0.831471 loss_bbox: 0.305460 loss_dfl: 0.186584 loss: 1.326454 eta: 6 days, 17:07:51 batch_cost: 2.1588 data_cost: 0.0010 ips: 12.9699 images/s [11/13 03:42:48] ppdet.engine INFO: Epoch: [17] [2180/3251] learning_rate: 0.184983 loss_vfl: 0.843251 loss_bbox: 0.320582 loss_dfl: 0.202235 loss: 1.401899 eta: 6 days, 17:07:11 batch_cost: 2.1977 data_cost: 0.0012 ips: 12.7408 images/s [11/13 03:43:33] ppdet.engine INFO: Epoch: [17] [2200/3251] learning_rate: 0.184973 loss_vfl: 0.842139 loss_bbox: 0.308200 loss_dfl: 0.198706 loss: 1.325703 eta: 6 days, 17:06:25 batch_cost: 2.1443 data_cost: 0.0010 ips: 13.0582 images/s [11/13 03:44:19] ppdet.engine INFO: Epoch: [17] [2220/3251] learning_rate: 0.184962 loss_vfl: 0.830300 loss_bbox: 0.305588 loss_dfl: 0.196953 loss: 1.348718 eta: 6 days, 17:05:42 batch_cost: 2.1697 data_cost: 0.0012 ips: 12.9052 images/s [11/13 03:45:05] ppdet.engine INFO: Epoch: [17] [2240/3251] learning_rate: 0.184952 loss_vfl: 0.855080 loss_bbox: 0.268675 loss_dfl: 0.171192 loss: 1.318061 eta: 6 days, 17:04:58 batch_cost: 2.1591 data_cost: 0.0010 ips: 12.9684 images/s [11/13 03:45:52] ppdet.engine INFO: Epoch: [17] [2260/3251] learning_rate: 0.184942 loss_vfl: 0.832479 loss_bbox: 0.321829 loss_dfl: 0.196509 loss: 1.359378 eta: 6 days, 17:04:17 batch_cost: 2.1932 data_cost: 0.0015 ips: 12.7668 images/s [11/13 03:46:38] ppdet.engine INFO: Epoch: [17] [2280/3251] learning_rate: 0.184932 loss_vfl: 0.818251 loss_bbox: 0.308123 loss_dfl: 0.192363 loss: 1.339533 eta: 6 days, 17:03:37 batch_cost: 2.1960 data_cost: 0.0011 ips: 12.7505 images/s [11/13 03:47:23] ppdet.engine INFO: Epoch: [17] [2300/3251] learning_rate: 0.184922 loss_vfl: 0.829525 loss_bbox: 0.276869 loss_dfl: 0.175769 loss: 1.285267 eta: 6 days, 17:02:47 batch_cost: 2.1029 data_cost: 0.0010 ips: 13.3152 images/s [11/13 03:48:10] ppdet.engine INFO: Epoch: [17] [2320/3251] learning_rate: 0.184911 loss_vfl: 0.820687 loss_bbox: 0.293121 loss_dfl: 0.191232 loss: 1.300800 eta: 6 days, 17:02:13 batch_cost: 2.2586 data_cost: 0.0014 ips: 12.3968 images/s [11/13 03:48:54] ppdet.engine INFO: Epoch: [17] [2340/3251] learning_rate: 0.184901 loss_vfl: 0.843451 loss_bbox: 0.296238 loss_dfl: 0.192403 loss: 1.322796 eta: 6 days, 17:01:19 batch_cost: 2.0577 data_cost: 0.0009 ips: 13.6073 images/s [11/13 03:49:41] ppdet.engine INFO: Epoch: [17] [2360/3251] learning_rate: 0.184891 loss_vfl: 0.848393 loss_bbox: 0.310267 loss_dfl: 0.211909 loss: 1.368150 eta: 6 days, 17:00:36 batch_cost: 2.1665 data_cost: 0.0011 ips: 12.9240 images/s [11/13 03:50:25] ppdet.engine INFO: Epoch: [17] [2380/3251] learning_rate: 0.184881 loss_vfl: 0.848055 loss_bbox: 0.273429 loss_dfl: 0.178644 loss: 1.308349 eta: 6 days, 16:59:43 batch_cost: 2.0697 data_cost: 0.0010 ips: 13.5287 images/s [11/13 03:51:10] ppdet.engine INFO: Epoch: [17] [2400/3251] learning_rate: 0.184871 loss_vfl: 0.845009 loss_bbox: 0.335789 loss_dfl: 0.213743 loss: 1.388259 eta: 6 days, 16:58:56 batch_cost: 2.1231 data_cost: 0.0011 ips: 13.1881 images/s [11/13 03:51:58] ppdet.engine INFO: Epoch: [17] [2420/3251] learning_rate: 0.184860 loss_vfl: 0.837508 loss_bbox: 0.342478 loss_dfl: 0.215261 loss: 1.375206 eta: 6 days, 16:58:23 batch_cost: 2.2775 data_cost: 0.0009 ips: 12.2941 images/s [11/13 03:52:46] ppdet.engine INFO: Epoch: [17] [2440/3251] learning_rate: 0.184850 loss_vfl: 0.825054 loss_bbox: 0.314188 loss_dfl: 0.201938 loss: 1.358218 eta: 6 days, 16:57:42 batch_cost: 2.1985 data_cost: 0.0014 ips: 12.7361 images/s [11/13 03:53:33] ppdet.engine INFO: Epoch: [17] [2460/3251] learning_rate: 0.184840 loss_vfl: 0.844963 loss_bbox: 0.323525 loss_dfl: 0.213601 loss: 1.370863 eta: 6 days, 16:57:06 batch_cost: 2.2409 data_cost: 0.0010 ips: 12.4950 images/s [11/13 03:54:20] ppdet.engine INFO: Epoch: [17] [2480/3251] learning_rate: 0.184830 loss_vfl: 0.835415 loss_bbox: 0.284059 loss_dfl: 0.189987 loss: 1.294770 eta: 6 days, 16:56:27 batch_cost: 2.2154 data_cost: 0.0010 ips: 12.6387 images/s [11/13 03:55:04] ppdet.engine INFO: Epoch: [17] [2500/3251] learning_rate: 0.184819 loss_vfl: 0.857275 loss_bbox: 0.285523 loss_dfl: 0.184127 loss: 1.335824 eta: 6 days, 16:55:33 batch_cost: 2.0559 data_cost: 0.0010 ips: 13.6191 images/s [11/13 03:55:50] ppdet.engine INFO: Epoch: [17] [2520/3251] learning_rate: 0.184809 loss_vfl: 0.849458 loss_bbox: 0.300353 loss_dfl: 0.201195 loss: 1.328080 eta: 6 days, 16:54:51 batch_cost: 2.1775 data_cost: 0.0010 ips: 12.8586 images/s [11/13 03:56:36] ppdet.engine INFO: Epoch: [17] [2540/3251] learning_rate: 0.184799 loss_vfl: 0.845925 loss_bbox: 0.292193 loss_dfl: 0.179052 loss: 1.317831 eta: 6 days, 16:53:56 batch_cost: 2.0418 data_cost: 0.0010 ips: 13.7133 images/s [11/13 03:57:25] ppdet.engine INFO: Epoch: [17] [2560/3251] learning_rate: 0.184789 loss_vfl: 0.830042 loss_bbox: 0.281954 loss_dfl: 0.190832 loss: 1.313367 eta: 6 days, 16:53:27 batch_cost: 2.3259 data_cost: 0.0010 ips: 12.0386 images/s [11/13 03:58:08] ppdet.engine INFO: Epoch: [17] [2580/3251] learning_rate: 0.184778 loss_vfl: 0.810765 loss_bbox: 0.297009 loss_dfl: 0.203902 loss: 1.338277 eta: 6 days, 16:52:35 batch_cost: 2.0667 data_cost: 0.0010 ips: 13.5484 images/s [11/13 03:58:56] ppdet.engine INFO: Epoch: [17] [2600/3251] learning_rate: 0.184768 loss_vfl: 0.835408 loss_bbox: 0.281826 loss_dfl: 0.176995 loss: 1.285433 eta: 6 days, 16:52:03 batch_cost: 2.2961 data_cost: 0.0010 ips: 12.1944 images/s [11/13 03:59:43] ppdet.engine INFO: Epoch: [17] [2620/3251] learning_rate: 0.184758 loss_vfl: 0.865869 loss_bbox: 0.296592 loss_dfl: 0.192962 loss: 1.342813 eta: 6 days, 16:51:28 batch_cost: 2.2513 data_cost: 0.0009 ips: 12.4374 images/s [11/13 04:00:28] ppdet.engine INFO: Epoch: [17] [2640/3251] learning_rate: 0.184748 loss_vfl: 0.838653 loss_bbox: 0.300476 loss_dfl: 0.194153 loss: 1.327585 eta: 6 days, 16:50:33 batch_cost: 2.0406 data_cost: 0.0014 ips: 13.7216 images/s [11/13 04:01:13] ppdet.engine INFO: Epoch: [17] [2660/3251] learning_rate: 0.184737 loss_vfl: 0.814362 loss_bbox: 0.278365 loss_dfl: 0.187180 loss: 1.295577 eta: 6 days, 16:49:45 batch_cost: 2.1245 data_cost: 0.0010 ips: 13.1798 images/s [11/13 04:01:58] ppdet.engine INFO: Epoch: [17] [2680/3251] learning_rate: 0.184727 loss_vfl: 0.851080 loss_bbox: 0.292675 loss_dfl: 0.196561 loss: 1.315414 eta: 6 days, 16:49:00 batch_cost: 2.1456 data_cost: 0.0010 ips: 13.0503 images/s [11/13 04:02:43] ppdet.engine INFO: Epoch: [17] [2700/3251] learning_rate: 0.184717 loss_vfl: 0.846883 loss_bbox: 0.315759 loss_dfl: 0.205807 loss: 1.394719 eta: 6 days, 16:48:10 batch_cost: 2.0963 data_cost: 0.0013 ips: 13.3572 images/s [11/13 04:03:30] ppdet.engine INFO: Epoch: [17] [2720/3251] learning_rate: 0.184707 loss_vfl: 0.825164 loss_bbox: 0.281954 loss_dfl: 0.186073 loss: 1.274543 eta: 6 days, 16:47:33 batch_cost: 2.2376 data_cost: 0.0015 ips: 12.5133 images/s [11/13 04:04:17] ppdet.engine INFO: Epoch: [17] [2740/3251] learning_rate: 0.184696 loss_vfl: 0.850931 loss_bbox: 0.280252 loss_dfl: 0.172821 loss: 1.303418 eta: 6 days, 16:46:57 batch_cost: 2.2378 data_cost: 0.0009 ips: 12.5121 images/s [11/13 04:05:04] ppdet.engine INFO: Epoch: [17] [2760/3251] learning_rate: 0.184686 loss_vfl: 0.848390 loss_bbox: 0.341451 loss_dfl: 0.206564 loss: 1.398401 eta: 6 days, 16:46:20 batch_cost: 2.2378 data_cost: 0.0009 ips: 12.5121 images/s [11/13 04:05:51] ppdet.engine INFO: Epoch: [17] [2780/3251] learning_rate: 0.184676 loss_vfl: 0.830895 loss_bbox: 0.290390 loss_dfl: 0.197491 loss: 1.283383 eta: 6 days, 16:45:44 batch_cost: 2.2494 data_cost: 0.0011 ips: 12.4479 images/s [11/13 04:06:35] ppdet.engine INFO: Epoch: [17] [2800/3251] learning_rate: 0.184666 loss_vfl: 0.822042 loss_bbox: 0.308109 loss_dfl: 0.201314 loss: 1.353291 eta: 6 days, 16:44:57 batch_cost: 2.1330 data_cost: 0.0010 ips: 13.1269 images/s [11/13 04:07:21] ppdet.engine INFO: Epoch: [17] [2820/3251] learning_rate: 0.184655 loss_vfl: 0.823617 loss_bbox: 0.290544 loss_dfl: 0.194122 loss: 1.304840 eta: 6 days, 16:44:11 batch_cost: 2.1302 data_cost: 0.0012 ips: 13.1441 images/s [11/13 04:08:08] ppdet.engine INFO: Epoch: [17] [2840/3251] learning_rate: 0.184645 loss_vfl: 0.859106 loss_bbox: 0.279907 loss_dfl: 0.182725 loss: 1.317146 eta: 6 days, 16:43:29 batch_cost: 2.1819 data_cost: 0.0010 ips: 12.8327 images/s [11/13 04:08:54] ppdet.engine INFO: Epoch: [17] [2860/3251] learning_rate: 0.184635 loss_vfl: 0.828283 loss_bbox: 0.300672 loss_dfl: 0.202992 loss: 1.348670 eta: 6 days, 16:42:36 batch_cost: 2.0699 data_cost: 0.0010 ips: 13.5273 images/s [11/13 04:09:40] ppdet.engine INFO: Epoch: [17] [2880/3251] learning_rate: 0.184624 loss_vfl: 0.838352 loss_bbox: 0.276790 loss_dfl: 0.184395 loss: 1.335765 eta: 6 days, 16:41:54 batch_cost: 2.1737 data_cost: 0.0010 ips: 12.8815 images/s [11/13 04:10:28] ppdet.engine INFO: Epoch: [17] [2900/3251] learning_rate: 0.184614 loss_vfl: 0.873689 loss_bbox: 0.336173 loss_dfl: 0.212022 loss: 1.399084 eta: 6 days, 16:41:20 batch_cost: 2.2715 data_cost: 0.0010 ips: 12.3269 images/s [11/13 04:11:12] ppdet.engine INFO: Epoch: [17] [2920/3251] learning_rate: 0.184604 loss_vfl: 0.848890 loss_bbox: 0.312644 loss_dfl: 0.208502 loss: 1.397427 eta: 6 days, 16:40:31 batch_cost: 2.1053 data_cost: 0.0010 ips: 13.2996 images/s [11/13 04:11:58] ppdet.engine INFO: Epoch: [17] [2940/3251] learning_rate: 0.184593 loss_vfl: 0.834763 loss_bbox: 0.288997 loss_dfl: 0.181986 loss: 1.306585 eta: 6 days, 16:39:44 batch_cost: 2.1326 data_cost: 0.0012 ips: 13.1293 images/s [11/13 04:12:43] ppdet.engine INFO: Epoch: [17] [2960/3251] learning_rate: 0.184583 loss_vfl: 0.845044 loss_bbox: 0.308506 loss_dfl: 0.188398 loss: 1.374002 eta: 6 days, 16:38:49 batch_cost: 2.0355 data_cost: 0.0010 ips: 13.7558 images/s [11/13 04:13:27] ppdet.engine INFO: Epoch: [17] [2980/3251] learning_rate: 0.184573 loss_vfl: 0.842911 loss_bbox: 0.295953 loss_dfl: 0.200793 loss: 1.368110 eta: 6 days, 16:38:03 batch_cost: 2.1356 data_cost: 0.0010 ips: 13.1114 images/s [11/13 04:14:13] ppdet.engine INFO: Epoch: [17] [3000/3251] learning_rate: 0.184563 loss_vfl: 0.864709 loss_bbox: 0.292099 loss_dfl: 0.188802 loss: 1.371861 eta: 6 days, 16:37:19 batch_cost: 2.1669 data_cost: 0.0011 ips: 12.9219 images/s [11/13 04:14:59] ppdet.engine INFO: Epoch: [17] [3020/3251] learning_rate: 0.184552 loss_vfl: 0.836818 loss_bbox: 0.302396 loss_dfl: 0.190139 loss: 1.344573 eta: 6 days, 16:36:36 batch_cost: 2.1651 data_cost: 0.0010 ips: 12.9322 images/s [11/13 04:15:48] ppdet.engine INFO: Epoch: [17] [3040/3251] learning_rate: 0.184542 loss_vfl: 0.848866 loss_bbox: 0.298020 loss_dfl: 0.185176 loss: 1.326291 eta: 6 days, 16:36:09 batch_cost: 2.3473 data_cost: 0.0010 ips: 11.9286 images/s [11/13 04:16:33] ppdet.engine INFO: Epoch: [17] [3060/3251] learning_rate: 0.184532 loss_vfl: 0.830150 loss_bbox: 0.267596 loss_dfl: 0.172925 loss: 1.245793 eta: 6 days, 16:35:25 batch_cost: 2.1601 data_cost: 0.0010 ips: 12.9626 images/s [11/13 04:17:19] ppdet.engine INFO: Epoch: [17] [3080/3251] learning_rate: 0.184521 loss_vfl: 0.838421 loss_bbox: 0.270769 loss_dfl: 0.181301 loss: 1.302872 eta: 6 days, 16:34:40 batch_cost: 2.1440 data_cost: 0.0016 ips: 13.0596 images/s [11/13 04:18:06] ppdet.engine INFO: Epoch: [17] [3100/3251] learning_rate: 0.184511 loss_vfl: 0.847112 loss_bbox: 0.268092 loss_dfl: 0.171849 loss: 1.279377 eta: 6 days, 16:34:04 batch_cost: 2.2538 data_cost: 0.0010 ips: 12.4234 images/s [11/13 04:18:52] ppdet.engine INFO: Epoch: [17] [3120/3251] learning_rate: 0.184501 loss_vfl: 0.847128 loss_bbox: 0.276200 loss_dfl: 0.196638 loss: 1.330980 eta: 6 days, 16:33:21 batch_cost: 2.1635 data_cost: 0.0011 ips: 12.9418 images/s [11/13 04:19:39] ppdet.engine INFO: Epoch: [17] [3140/3251] learning_rate: 0.184490 loss_vfl: 0.843462 loss_bbox: 0.280158 loss_dfl: 0.182862 loss: 1.293468 eta: 6 days, 16:32:43 batch_cost: 2.2257 data_cost: 0.0010 ips: 12.5804 images/s [11/13 04:20:25] ppdet.engine INFO: Epoch: [17] [3160/3251] learning_rate: 0.184480 loss_vfl: 0.852686 loss_bbox: 0.299248 loss_dfl: 0.190877 loss: 1.339985 eta: 6 days, 16:31:51 batch_cost: 2.0794 data_cost: 0.0009 ips: 13.4655 images/s [11/13 04:21:12] ppdet.engine INFO: Epoch: [17] [3180/3251] learning_rate: 0.184470 loss_vfl: 0.819714 loss_bbox: 0.299506 loss_dfl: 0.191880 loss: 1.313271 eta: 6 days, 16:31:17 batch_cost: 2.2646 data_cost: 0.0009 ips: 12.3642 images/s [11/13 04:21:58] ppdet.engine INFO: Epoch: [17] [3200/3251] learning_rate: 0.184459 loss_vfl: 0.833012 loss_bbox: 0.303787 loss_dfl: 0.202653 loss: 1.369771 eta: 6 days, 16:30:33 batch_cost: 2.1677 data_cost: 0.0010 ips: 12.9169 images/s [11/13 04:22:44] ppdet.engine INFO: Epoch: [17] [3220/3251] learning_rate: 0.184449 loss_vfl: 0.852040 loss_bbox: 0.298715 loss_dfl: 0.194591 loss: 1.323984 eta: 6 days, 16:29:51 batch_cost: 2.1722 data_cost: 0.0010 ips: 12.8900 images/s [11/13 04:23:30] ppdet.engine INFO: Epoch: [17] [3240/3251] learning_rate: 0.184438 loss_vfl: 0.854688 loss_bbox: 0.293852 loss_dfl: 0.189675 loss: 1.373471 eta: 6 days, 16:29:07 batch_cost: 2.1682 data_cost: 0.0016 ips: 12.9140 images/s [11/13 04:23:48] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_lcnet_2_5x_640_mainbody [11/13 04:23:49] ppdet.engine INFO: Eval iter: 0 [11/13 04:24:35] ppdet.engine INFO: Eval iter: 100 [11/13 04:25:02] ppdet.engine INFO: Eval iter: 200 [11/13 04:25:28] ppdet.engine INFO: Eval iter: 300 [11/13 04:25:55] ppdet.engine INFO: Eval iter: 400 [11/13 04:26:22] ppdet.engine INFO: Eval iter: 500 [11/13 04:26:49] ppdet.engine INFO: Eval iter: 600 [11/13 04:27:16] ppdet.engine INFO: Eval iter: 700 [11/13 04:27:45] ppdet.engine INFO: Eval iter: 800 [11/13 04:28:12] ppdet.engine INFO: Eval iter: 900 [11/13 04:28:39] ppdet.engine INFO: Eval iter: 1000 [11/13 04:29:06] ppdet.engine INFO: Eval iter: 1100 [11/13 04:29:33] ppdet.engine INFO: Eval iter: 1200 [11/13 04:29:59] ppdet.engine INFO: Eval iter: 1300 [11/13 04:30:25] ppdet.engine INFO: Eval iter: 1400 [11/13 04:30:52] ppdet.engine INFO: Eval iter: 1500 [11/13 04:31:19] ppdet.engine INFO: Eval iter: 1600 [11/13 04:31:46] ppdet.engine INFO: Eval iter: 1700 [11/13 04:32:12] ppdet.engine INFO: Eval iter: 1800 [11/13 04:32:39] ppdet.engine INFO: Eval iter: 1900 [11/13 04:33:07] ppdet.engine INFO: Eval iter: 2000 [11/13 04:33:34] ppdet.engine INFO: Eval iter: 2100 [11/13 04:34:01] ppdet.engine INFO: Eval iter: 2200 [11/13 04:34:28] ppdet.engine INFO: Eval iter: 2300 [11/13 04:35:29] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json. loading annotations into memory... Done (t=2.24s) creating index... index created! [11/13 04:35:32] ppdet.metrics.coco_utils INFO: Start evaluate... Loading and preparing results... DONE (t=15.68s) creating index... index created! Running per image evaluation... Evaluate annotation type *bbox* DONE (t=374.77s). Accumulating evaluation results... DONE (t=29.43s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.389 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.593 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.411 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.195 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.415 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.525 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.080 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.383 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.584 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.336 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.604 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.750 [11/13 04:42:35] ppdet.engine INFO: Total sample number: 19074, averge FPS: 28.687225252608286 [11/13 04:42:35] ppdet.engine INFO: Best test bbox ap is 0.392. [11/13 04:42:37] ppdet.engine INFO: Epoch: [18] [ 0/3251] learning_rate: 0.184433 loss_vfl: 0.855648 loss_bbox: 0.306539 loss_dfl: 0.187869 loss: 1.369661 eta: 6 days, 16:27:39 batch_cost: 1.4490 data_cost: 0.0014 ips: 19.3238 images/s [11/13 04:43:23] ppdet.engine INFO: Epoch: [18] [ 20/3251] learning_rate: 0.184422 loss_vfl: 0.838044 loss_bbox: 0.299993 loss_dfl: 0.190942 loss: 1.309408 eta: 6 days, 16:26:59 batch_cost: 2.2061 data_cost: 0.0012 ips: 12.6921 images/s [11/13 04:44:11] ppdet.engine INFO: Epoch: [18] [ 40/3251] learning_rate: 0.184412 loss_vfl: 0.835207 loss_bbox: 0.302462 loss_dfl: 0.183138 loss: 1.319329 eta: 6 days, 16:26:26 batch_cost: 2.2798 data_cost: 0.0009 ips: 12.2820 images/s [11/13 04:44:58] ppdet.engine INFO: Epoch: [18] [ 60/3251] learning_rate: 0.184402 loss_vfl: 0.831846 loss_bbox: 0.316586 loss_dfl: 0.207842 loss: 1.327170 eta: 6 days, 16:25:42 batch_cost: 2.1552 data_cost: 0.0011 ips: 12.9918 images/s [11/13 04:45:43] ppdet.engine INFO: Epoch: [18] [ 80/3251] learning_rate: 0.184391 loss_vfl: 0.817111 loss_bbox: 0.278138 loss_dfl: 0.188161 loss: 1.267803 eta: 6 days, 16:24:55 batch_cost: 2.1263 data_cost: 0.0010 ips: 13.1684 images/s [11/13 04:46:30] ppdet.engine INFO: Epoch: [18] [ 100/3251] learning_rate: 0.184381 loss_vfl: 0.830514 loss_bbox: 0.325883 loss_dfl: 0.202725 loss: 1.358549 eta: 6 days, 16:24:14 batch_cost: 2.1983 data_cost: 0.0010 ips: 12.7372 images/s [11/13 04:47:15] ppdet.engine INFO: Epoch: [18] [ 120/3251] learning_rate: 0.184371 loss_vfl: 0.813747 loss_bbox: 0.312048 loss_dfl: 0.208020 loss: 1.331262 eta: 6 days, 16:23:20 batch_cost: 2.0490 data_cost: 0.0011 ips: 13.6650 images/s [11/13 04:48:01] ppdet.engine INFO: Epoch: [18] [ 140/3251] learning_rate: 0.184360 loss_vfl: 0.835910 loss_bbox: 0.289674 loss_dfl: 0.187796 loss: 1.316342 eta: 6 days, 16:22:39 batch_cost: 2.1917 data_cost: 0.0009 ips: 12.7752 images/s [11/13 04:48:47] ppdet.engine INFO: Epoch: [18] [ 160/3251] learning_rate: 0.184350 loss_vfl: 0.824840 loss_bbox: 0.309135 loss_dfl: 0.203219 loss: 1.349684 eta: 6 days, 16:22:01 batch_cost: 2.2192 data_cost: 0.0019 ips: 12.6173 images/s [11/13 04:49:33] ppdet.engine INFO: Epoch: [18] [ 180/3251] learning_rate: 0.184339 loss_vfl: 0.839949 loss_bbox: 0.255813 loss_dfl: 0.170471 loss: 1.295951 eta: 6 days, 16:21:18 batch_cost: 2.1694 data_cost: 0.0011 ips: 12.9066 images/s [11/13 04:50:21] ppdet.engine INFO: Epoch: [18] [ 200/3251] learning_rate: 0.184329 loss_vfl: 0.828731 loss_bbox: 0.269056 loss_dfl: 0.170874 loss: 1.253306 eta: 6 days, 16:20:44 batch_cost: 2.2789 data_cost: 0.0011 ips: 12.2865 images/s [11/13 04:51:09] ppdet.engine INFO: Epoch: [18] [ 220/3251] learning_rate: 0.184319 loss_vfl: 0.851646 loss_bbox: 0.274397 loss_dfl: 0.184703 loss: 1.332684 eta: 6 days, 16:20:07 batch_cost: 2.2358 data_cost: 0.0010 ips: 12.5236 images/s [11/13 04:51:54] ppdet.engine INFO: Epoch: [18] [ 240/3251] learning_rate: 0.184308 loss_vfl: 0.850634 loss_bbox: 0.278388 loss_dfl: 0.180622 loss: 1.305488 eta: 6 days, 16:19:20 batch_cost: 2.1238 data_cost: 0.0018 ips: 13.1839 images/s [11/13 04:52:39] ppdet.engine INFO: Epoch: [18] [ 260/3251] learning_rate: 0.184298 loss_vfl: 0.857890 loss_bbox: 0.312029 loss_dfl: 0.198867 loss: 1.398584 eta: 6 days, 16:18:35 batch_cost: 2.1517 data_cost: 0.0009 ips: 13.0128 images/s [11/13 04:53:26] ppdet.engine INFO: Epoch: [18] [ 280/3251] learning_rate: 0.184288 loss_vfl: 0.828399 loss_bbox: 0.336143 loss_dfl: 0.214272 loss: 1.374490 eta: 6 days, 16:18:00 batch_cost: 2.2573 data_cost: 0.0010 ips: 12.4041 images/s [11/13 04:54:13] ppdet.engine INFO: Epoch: [18] [ 300/3251] learning_rate: 0.184277 loss_vfl: 0.835715 loss_bbox: 0.325137 loss_dfl: 0.216012 loss: 1.385715 eta: 6 days, 16:17:26 batch_cost: 2.2700 data_cost: 0.0010 ips: 12.3347 images/s [11/13 04:54:59] ppdet.engine INFO: Epoch: [18] [ 320/3251] learning_rate: 0.184267 loss_vfl: 0.838477 loss_bbox: 0.314982 loss_dfl: 0.199905 loss: 1.337640 eta: 6 days, 16:16:44 batch_cost: 2.1822 data_cost: 0.0015 ips: 12.8312 images/s [11/13 04:55:47] ppdet.engine INFO: Epoch: [18] [ 340/3251] learning_rate: 0.184256 loss_vfl: 0.852262 loss_bbox: 0.312364 loss_dfl: 0.192751 loss: 1.355008 eta: 6 days, 16:16:07 batch_cost: 2.2372 data_cost: 0.0013 ips: 12.5157 images/s [11/13 04:56:34] ppdet.engine INFO: Epoch: [18] [ 360/3251] learning_rate: 0.184246 loss_vfl: 0.847709 loss_bbox: 0.326288 loss_dfl: 0.209022 loss: 1.390938 eta: 6 days, 16:15:33 batch_cost: 2.2721 data_cost: 0.0010 ips: 12.3233 images/s [11/13 04:57:20] ppdet.engine INFO: Epoch: [18] [ 380/3251] learning_rate: 0.184235 loss_vfl: 0.844511 loss_bbox: 0.292193 loss_dfl: 0.177689 loss: 1.329041 eta: 6 days, 16:14:46 batch_cost: 2.1216 data_cost: 0.0009 ips: 13.1974 images/s [11/13 04:58:06] ppdet.engine INFO: Epoch: [18] [ 400/3251] learning_rate: 0.184225 loss_vfl: 0.840321 loss_bbox: 0.293536 loss_dfl: 0.196981 loss: 1.338681 eta: 6 days, 16:14:07 batch_cost: 2.2112 data_cost: 0.0009 ips: 12.6625 images/s [11/13 04:58:55] ppdet.engine INFO: Epoch: [18] [ 420/3251] learning_rate: 0.184215 loss_vfl: 0.858773 loss_bbox: 0.308517 loss_dfl: 0.204697 loss: 1.384717 eta: 6 days, 16:13:35 batch_cost: 2.2953 data_cost: 0.0009 ips: 12.1988 images/s [11/13 04:59:42] ppdet.engine INFO: Epoch: [18] [ 440/3251] learning_rate: 0.184204 loss_vfl: 0.838962 loss_bbox: 0.308656 loss_dfl: 0.195732 loss: 1.385265 eta: 6 days, 16:12:54 batch_cost: 2.1909 data_cost: 0.0009 ips: 12.7803 images/s [11/13 05:00:29] ppdet.engine INFO: Epoch: [18] [ 460/3251] learning_rate: 0.184194 loss_vfl: 0.839469 loss_bbox: 0.288259 loss_dfl: 0.187631 loss: 1.304984 eta: 6 days, 16:12:06 batch_cost: 2.1225 data_cost: 0.0010 ips: 13.1919 images/s [11/13 05:01:15] ppdet.engine INFO: Epoch: [18] [ 480/3251] learning_rate: 0.184183 loss_vfl: 0.841819 loss_bbox: 0.296401 loss_dfl: 0.184026 loss: 1.333402 eta: 6 days, 16:11:24 batch_cost: 2.1771 data_cost: 0.0009 ips: 12.8614 images/s [11/13 05:02:02] ppdet.engine INFO: Epoch: [18] [ 500/3251] learning_rate: 0.184173 loss_vfl: 0.868272 loss_bbox: 0.307840 loss_dfl: 0.190688 loss: 1.358438 eta: 6 days, 16:10:46 batch_cost: 2.2324 data_cost: 0.0010 ips: 12.5425 images/s [11/13 05:02:50] ppdet.engine INFO: Epoch: [18] [ 520/3251] learning_rate: 0.184162 loss_vfl: 0.854184 loss_bbox: 0.276251 loss_dfl: 0.185911 loss: 1.322447 eta: 6 days, 16:10:12 batch_cost: 2.2729 data_cost: 0.0010 ips: 12.3190 images/s [11/13 05:03:35] ppdet.engine INFO: Epoch: [18] [ 540/3251] learning_rate: 0.184152 loss_vfl: 0.855790 loss_bbox: 0.282138 loss_dfl: 0.175523 loss: 1.353064 eta: 6 days, 16:09:29 batch_cost: 2.1639 data_cost: 0.0009 ips: 12.9394 images/s [11/13 05:04:22] ppdet.engine INFO: Epoch: [18] [ 560/3251] learning_rate: 0.184142 loss_vfl: 0.834365 loss_bbox: 0.295680 loss_dfl: 0.195119 loss: 1.328605 eta: 6 days, 16:08:47 batch_cost: 2.1838 data_cost: 0.0009 ips: 12.8219 images/s [11/13 05:05:06] ppdet.engine INFO: Epoch: [18] [ 580/3251] learning_rate: 0.184131 loss_vfl: 0.827502 loss_bbox: 0.275956 loss_dfl: 0.184038 loss: 1.268775 eta: 6 days, 16:07:59 batch_cost: 2.1130 data_cost: 0.0012 ips: 13.2513 images/s [11/13 05:05:50] ppdet.engine INFO: Epoch: [18] [ 600/3251] learning_rate: 0.184121 loss_vfl: 0.848185 loss_bbox: 0.302111 loss_dfl: 0.203958 loss: 1.373029 eta: 6 days, 16:07:06 batch_cost: 2.0645 data_cost: 0.0009 ips: 13.5624 images/s [11/13 05:06:39] ppdet.engine INFO: Epoch: [18] [ 620/3251] learning_rate: 0.184110 loss_vfl: 0.856622 loss_bbox: 0.286375 loss_dfl: 0.180317 loss: 1.323839 eta: 6 days, 16:06:34 batch_cost: 2.2960 data_cost: 0.0014 ips: 12.1950 images/s [11/13 05:07:23] ppdet.engine INFO: Epoch: [18] [ 640/3251] learning_rate: 0.184100 loss_vfl: 0.829829 loss_bbox: 0.270721 loss_dfl: 0.175409 loss: 1.288539 eta: 6 days, 16:05:46 batch_cost: 2.1108 data_cost: 0.0016 ips: 13.2649 images/s [11/13 05:08:08] ppdet.engine INFO: Epoch: [18] [ 660/3251] learning_rate: 0.184089 loss_vfl: 0.823881 loss_bbox: 0.290215 loss_dfl: 0.196978 loss: 1.352190 eta: 6 days, 16:04:52 batch_cost: 2.0455 data_cost: 0.0011 ips: 13.6888 images/s [11/13 05:08:55] ppdet.engine INFO: Epoch: [18] [ 680/3251] learning_rate: 0.184079 loss_vfl: 0.855218 loss_bbox: 0.294109 loss_dfl: 0.190865 loss: 1.329185 eta: 6 days, 16:04:16 batch_cost: 2.2516 data_cost: 0.0016 ips: 12.4357 images/s [11/13 05:09:41] ppdet.engine INFO: Epoch: [18] [ 700/3251] learning_rate: 0.184068 loss_vfl: 0.833281 loss_bbox: 0.273996 loss_dfl: 0.188098 loss: 1.278117 eta: 6 days, 16:03:34 batch_cost: 2.1823 data_cost: 0.0009 ips: 12.8304 images/s [11/13 05:10:25] ppdet.engine INFO: Epoch: [18] [ 720/3251] learning_rate: 0.184058 loss_vfl: 0.833209 loss_bbox: 0.276961 loss_dfl: 0.185224 loss: 1.312788 eta: 6 days, 16:02:45 batch_cost: 2.1019 data_cost: 0.0010 ips: 13.3213 images/s [11/13 05:11:12] ppdet.engine INFO: Epoch: [18] [ 740/3251] learning_rate: 0.184047 loss_vfl: 0.826509 loss_bbox: 0.295911 loss_dfl: 0.192495 loss: 1.327825 eta: 6 days, 16:02:02 batch_cost: 2.1692 data_cost: 0.0009 ips: 12.9081 images/s [11/13 05:11:56] ppdet.engine INFO: Epoch: [18] [ 760/3251] learning_rate: 0.184037 loss_vfl: 0.845068 loss_bbox: 0.306375 loss_dfl: 0.195594 loss: 1.350574 eta: 6 days, 16:01:09 batch_cost: 2.0648 data_cost: 0.0010 ips: 13.5607 images/s [11/13 05:12:41] ppdet.engine INFO: Epoch: [18] [ 780/3251] learning_rate: 0.184027 loss_vfl: 0.850514 loss_bbox: 0.290692 loss_dfl: 0.194193 loss: 1.362640 eta: 6 days, 16:00:22 batch_cost: 2.1256 data_cost: 0.0010 ips: 13.1725 images/s [11/13 05:13:28] ppdet.engine INFO: Epoch: [18] [ 800/3251] learning_rate: 0.184016 loss_vfl: 0.819605 loss_bbox: 0.263058 loss_dfl: 0.172895 loss: 1.244048 eta: 6 days, 15:59:42 batch_cost: 2.2087 data_cost: 0.0010 ips: 12.6769 images/s [11/13 05:14:15] ppdet.engine INFO: Epoch: [18] [ 820/3251] learning_rate: 0.184006 loss_vfl: 0.816983 loss_bbox: 0.277131 loss_dfl: 0.180444 loss: 1.265740 eta: 6 days, 15:59:00 batch_cost: 2.1766 data_cost: 0.0011 ips: 12.8641 images/s [11/13 05:14:58] ppdet.engine INFO: Epoch: [18] [ 840/3251] learning_rate: 0.183995 loss_vfl: 0.822617 loss_bbox: 0.310423 loss_dfl: 0.198444 loss: 1.336296 eta: 6 days, 15:57:58 batch_cost: 1.9570 data_cost: 0.0010 ips: 14.3078 images/s [11/13 05:15:45] ppdet.engine INFO: Epoch: [18] [ 860/3251] learning_rate: 0.183985 loss_vfl: 0.838296 loss_bbox: 0.295273 loss_dfl: 0.202514 loss: 1.359828 eta: 6 days, 15:57:23 batch_cost: 2.2679 data_cost: 0.0010 ips: 12.3464 images/s [11/13 05:16:32] ppdet.engine INFO: Epoch: [18] [ 880/3251] learning_rate: 0.183974 loss_vfl: 0.818875 loss_bbox: 0.319271 loss_dfl: 0.205733 loss: 1.345599 eta: 6 days, 15:56:45 batch_cost: 2.2184 data_cost: 0.0010 ips: 12.6215 images/s [11/13 05:17:18] ppdet.engine INFO: Epoch: [18] [ 900/3251] learning_rate: 0.183964 loss_vfl: 0.852630 loss_bbox: 0.309965 loss_dfl: 0.188388 loss: 1.344535 eta: 6 days, 15:56:04 batch_cost: 2.1918 data_cost: 0.0009 ips: 12.7750 images/s [11/13 05:18:02] ppdet.engine INFO: Epoch: [18] [ 920/3251] learning_rate: 0.183953 loss_vfl: 0.835684 loss_bbox: 0.289251 loss_dfl: 0.201193 loss: 1.337578 eta: 6 days, 15:55:16 batch_cost: 2.1166 data_cost: 0.0011 ips: 13.2286 images/s [11/13 05:18:49] ppdet.engine INFO: Epoch: [18] [ 940/3251] learning_rate: 0.183943 loss_vfl: 0.835002 loss_bbox: 0.311027 loss_dfl: 0.206383 loss: 1.329751 eta: 6 days, 15:54:33 batch_cost: 2.1750 data_cost: 0.0009 ips: 12.8735 images/s [11/13 05:19:36] ppdet.engine INFO: Epoch: [18] [ 960/3251] learning_rate: 0.183932 loss_vfl: 0.831203 loss_bbox: 0.260954 loss_dfl: 0.174660 loss: 1.278523 eta: 6 days, 15:53:50 batch_cost: 2.1709 data_cost: 0.0009 ips: 12.8976 images/s [11/13 05:20:20] ppdet.engine INFO: Epoch: [18] [ 980/3251] learning_rate: 0.183922 loss_vfl: 0.829818 loss_bbox: 0.311305 loss_dfl: 0.189736 loss: 1.349562 eta: 6 days, 15:52:57 batch_cost: 2.0552 data_cost: 0.0013 ips: 13.6237 images/s [11/13 05:21:08] ppdet.engine INFO: Epoch: [18] [1000/3251] learning_rate: 0.183911 loss_vfl: 0.844305 loss_bbox: 0.348890 loss_dfl: 0.210553 loss: 1.407265 eta: 6 days, 15:52:21 batch_cost: 2.2471 data_cost: 0.0010 ips: 12.4607 images/s [11/13 05:21:53] ppdet.engine INFO: Epoch: [18] [1020/3251] learning_rate: 0.183901 loss_vfl: 0.856803 loss_bbox: 0.290138 loss_dfl: 0.198430 loss: 1.331245 eta: 6 days, 15:51:32 batch_cost: 2.1085 data_cost: 0.0009 ips: 13.2793 images/s [11/13 05:22:38] ppdet.engine INFO: Epoch: [18] [1040/3251] learning_rate: 0.183890 loss_vfl: 0.841136 loss_bbox: 0.290087 loss_dfl: 0.184684 loss: 1.310896 eta: 6 days, 15:50:41 batch_cost: 2.0823 data_cost: 0.0010 ips: 13.4464 images/s [11/13 05:23:23] ppdet.engine INFO: Epoch: [18] [1060/3251] learning_rate: 0.183880 loss_vfl: 0.848652 loss_bbox: 0.303372 loss_dfl: 0.194871 loss: 1.341044 eta: 6 days, 15:50:00 batch_cost: 2.1957 data_cost: 0.0010 ips: 12.7520 images/s [11/13 05:24:09] ppdet.engine INFO: Epoch: [18] [1080/3251] learning_rate: 0.183869 loss_vfl: 0.836489 loss_bbox: 0.280513 loss_dfl: 0.184581 loss: 1.292102 eta: 6 days, 15:49:09 batch_cost: 2.0752 data_cost: 0.0010 ips: 13.4929 images/s [11/13 05:24:57] ppdet.engine INFO: Epoch: [18] [1100/3251] learning_rate: 0.183858 loss_vfl: 0.825011 loss_bbox: 0.294607 loss_dfl: 0.186432 loss: 1.360498 eta: 6 days, 15:48:35 batch_cost: 2.2708 data_cost: 0.0010 ips: 12.3303 images/s [11/13 05:25:43] ppdet.engine INFO: Epoch: [18] [1120/3251] learning_rate: 0.183848 loss_vfl: 0.858208 loss_bbox: 0.336462 loss_dfl: 0.215866 loss: 1.395990 eta: 6 days, 15:47:55 batch_cost: 2.2040 data_cost: 0.0013 ips: 12.7043 images/s [11/13 05:26:31] ppdet.engine INFO: Epoch: [18] [1140/3251] learning_rate: 0.183837 loss_vfl: 0.827429 loss_bbox: 0.296390 loss_dfl: 0.196539 loss: 1.346481 eta: 6 days, 15:47:18 batch_cost: 2.2457 data_cost: 0.0010 ips: 12.4680 images/s [11/13 05:27:17] ppdet.engine INFO: Epoch: [18] [1160/3251] learning_rate: 0.183827 loss_vfl: 0.834928 loss_bbox: 0.316559 loss_dfl: 0.193055 loss: 1.358970 eta: 6 days, 15:46:38 batch_cost: 2.2003 data_cost: 0.0011 ips: 12.7253 images/s [11/13 05:28:02] ppdet.engine INFO: Epoch: [18] [1180/3251] learning_rate: 0.183816 loss_vfl: 0.826579 loss_bbox: 0.275570 loss_dfl: 0.185266 loss: 1.288279 eta: 6 days, 15:45:53 batch_cost: 2.1474 data_cost: 0.0009 ips: 13.0392 images/s [11/13 05:28:48] ppdet.engine INFO: Epoch: [18] [1200/3251] learning_rate: 0.183806 loss_vfl: 0.831771 loss_bbox: 0.289192 loss_dfl: 0.184422 loss: 1.332072 eta: 6 days, 15:45:08 batch_cost: 2.1515 data_cost: 0.0009 ips: 13.0139 images/s [11/13 05:29:35] ppdet.engine INFO: Epoch: [18] [1220/3251] learning_rate: 0.183795 loss_vfl: 0.845680 loss_bbox: 0.270349 loss_dfl: 0.183013 loss: 1.315500 eta: 6 days, 15:44:24 batch_cost: 2.1626 data_cost: 0.0010 ips: 12.9475 images/s [11/13 05:30:21] ppdet.engine INFO: Epoch: [18] [1240/3251] learning_rate: 0.183785 loss_vfl: 0.846503 loss_bbox: 0.301962 loss_dfl: 0.203480 loss: 1.324741 eta: 6 days, 15:43:45 batch_cost: 2.2069 data_cost: 0.0009 ips: 12.6875 images/s [11/13 05:31:06] ppdet.engine INFO: Epoch: [18] [1260/3251] learning_rate: 0.183774 loss_vfl: 0.861391 loss_bbox: 0.304186 loss_dfl: 0.194142 loss: 1.384128 eta: 6 days, 15:43:01 batch_cost: 2.1603 data_cost: 0.0009 ips: 12.9615 images/s [11/13 05:31:54] ppdet.engine INFO: Epoch: [18] [1280/3251] learning_rate: 0.183764 loss_vfl: 0.849665 loss_bbox: 0.307516 loss_dfl: 0.197880 loss: 1.353755 eta: 6 days, 15:42:26 batch_cost: 2.2620 data_cost: 0.0010 ips: 12.3784 images/s [11/13 05:32:42] ppdet.engine INFO: Epoch: [18] [1300/3251] learning_rate: 0.183753 loss_vfl: 0.838741 loss_bbox: 0.311336 loss_dfl: 0.212947 loss: 1.372404 eta: 6 days, 15:41:51 batch_cost: 2.2601 data_cost: 0.0010 ips: 12.3889 images/s [11/13 05:33:27] ppdet.engine INFO: Epoch: [18] [1320/3251] learning_rate: 0.183742 loss_vfl: 0.849387 loss_bbox: 0.303344 loss_dfl: 0.182526 loss: 1.332159 eta: 6 days, 15:41:06 batch_cost: 2.1549 data_cost: 0.0013 ips: 12.9934 images/s [11/13 05:34:12] ppdet.engine INFO: Epoch: [18] [1340/3251] learning_rate: 0.183732 loss_vfl: 0.850471 loss_bbox: 0.303579 loss_dfl: 0.194112 loss: 1.355006 eta: 6 days, 15:40:20 batch_cost: 2.1387 data_cost: 0.0010 ips: 13.0919 images/s [11/13 05:34:59] ppdet.engine INFO: Epoch: [18] [1360/3251] learning_rate: 0.183721 loss_vfl: 0.847118 loss_bbox: 0.274053 loss_dfl: 0.181897 loss: 1.301305 eta: 6 days, 15:39:44 batch_cost: 2.2519 data_cost: 0.0009 ips: 12.4338 images/s [11/13 05:35:44] ppdet.engine INFO: Epoch: [18] [1380/3251] learning_rate: 0.183711 loss_vfl: 0.835431 loss_bbox: 0.273686 loss_dfl: 0.173730 loss: 1.268746 eta: 6 days, 15:38:55 batch_cost: 2.1018 data_cost: 0.0010 ips: 13.3222 images/s [11/13 05:36:31] ppdet.engine INFO: Epoch: [18] [1400/3251] learning_rate: 0.183700 loss_vfl: 0.823413 loss_bbox: 0.295919 loss_dfl: 0.196047 loss: 1.320921 eta: 6 days, 15:38:20 batch_cost: 2.2570 data_cost: 0.0009 ips: 12.4057 images/s [11/13 05:37:16] ppdet.engine INFO: Epoch: [18] [1420/3251] learning_rate: 0.183690 loss_vfl: 0.823884 loss_bbox: 0.274796 loss_dfl: 0.192042 loss: 1.310400 eta: 6 days, 15:37:30 batch_cost: 2.0912 data_cost: 0.0010 ips: 13.3893 images/s [11/13 05:38:03] ppdet.engine INFO: Epoch: [18] [1440/3251] learning_rate: 0.183679 loss_vfl: 0.846796 loss_bbox: 0.277378 loss_dfl: 0.178900 loss: 1.301689 eta: 6 days, 15:36:54 batch_cost: 2.2498 data_cost: 0.0009 ips: 12.4458 images/s [11/13 05:38:51] ppdet.engine INFO: Epoch: [18] [1460/3251] learning_rate: 0.183668 loss_vfl: 0.846952 loss_bbox: 0.315494 loss_dfl: 0.197295 loss: 1.326444 eta: 6 days, 15:36:15 batch_cost: 2.2194 data_cost: 0.0009 ips: 12.6162 images/s [11/13 05:39:35] ppdet.engine INFO: Epoch: [18] [1480/3251] learning_rate: 0.183658 loss_vfl: 0.832545 loss_bbox: 0.322866 loss_dfl: 0.200096 loss: 1.349888 eta: 6 days, 15:35:25 batch_cost: 2.0858 data_cost: 0.0010 ips: 13.4239 images/s [11/13 05:40:20] ppdet.engine INFO: Epoch: [18] [1500/3251] learning_rate: 0.183647 loss_vfl: 0.863343 loss_bbox: 0.290866 loss_dfl: 0.189800 loss: 1.332142 eta: 6 days, 15:34:38 batch_cost: 2.1263 data_cost: 0.0014 ips: 13.1686 images/s [11/13 05:41:07] ppdet.engine INFO: Epoch: [18] [1520/3251] learning_rate: 0.183637 loss_vfl: 0.844579 loss_bbox: 0.280637 loss_dfl: 0.192121 loss: 1.313361 eta: 6 days, 15:33:55 batch_cost: 2.1708 data_cost: 0.0011 ips: 12.8983 images/s [11/13 05:41:52] ppdet.engine INFO: Epoch: [18] [1540/3251] learning_rate: 0.183626 loss_vfl: 0.832635 loss_bbox: 0.285625 loss_dfl: 0.183924 loss: 1.309451 eta: 6 days, 15:33:04 batch_cost: 2.0812 data_cost: 0.0015 ips: 13.4536 images/s [11/13 05:42:40] ppdet.engine INFO: Epoch: [18] [1560/3251] learning_rate: 0.183615 loss_vfl: 0.852625 loss_bbox: 0.319389 loss_dfl: 0.206072 loss: 1.369006 eta: 6 days, 15:32:31 batch_cost: 2.2903 data_cost: 0.0011 ips: 12.2253 images/s [11/13 05:43:24] ppdet.engine INFO: Epoch: [18] [1580/3251] learning_rate: 0.183605 loss_vfl: 0.844355 loss_bbox: 0.266329 loss_dfl: 0.183464 loss: 1.340722 eta: 6 days, 15:31:44 batch_cost: 2.1214 data_cost: 0.0010 ips: 13.1990 images/s [11/13 05:44:10] ppdet.engine INFO: Epoch: [18] [1600/3251] learning_rate: 0.183594 loss_vfl: 0.838909 loss_bbox: 0.271976 loss_dfl: 0.177487 loss: 1.265355 eta: 6 days, 15:30:58 batch_cost: 2.1387 data_cost: 0.0011 ips: 13.0921 images/s [11/13 05:44:56] ppdet.engine INFO: Epoch: [18] [1620/3251] learning_rate: 0.183584 loss_vfl: 0.853647 loss_bbox: 0.310931 loss_dfl: 0.201672 loss: 1.381424 eta: 6 days, 15:30:14 batch_cost: 2.1664 data_cost: 0.0012 ips: 12.9248 images/s [11/13 05:45:42] ppdet.engine INFO: Epoch: [18] [1640/3251] learning_rate: 0.183573 loss_vfl: 0.853731 loss_bbox: 0.309078 loss_dfl: 0.197777 loss: 1.381251 eta: 6 days, 15:29:32 batch_cost: 2.1716 data_cost: 0.0010 ips: 12.8938 images/s [11/13 05:46:28] ppdet.engine INFO: Epoch: [18] [1660/3251] learning_rate: 0.183562 loss_vfl: 0.836955 loss_bbox: 0.317747 loss_dfl: 0.189404 loss: 1.318875 eta: 6 days, 15:28:51 batch_cost: 2.2002 data_cost: 0.0010 ips: 12.7261 images/s [11/13 05:47:16] ppdet.engine INFO: Epoch: [18] [1680/3251] learning_rate: 0.183552 loss_vfl: 0.820110 loss_bbox: 0.312073 loss_dfl: 0.204077 loss: 1.324323 eta: 6 days, 15:28:14 batch_cost: 2.2349 data_cost: 0.0012 ips: 12.5287 images/s [11/13 05:48:03] ppdet.engine INFO: Epoch: [18] [1700/3251] learning_rate: 0.183541 loss_vfl: 0.835338 loss_bbox: 0.302229 loss_dfl: 0.195480 loss: 1.358087 eta: 6 days, 15:27:38 batch_cost: 2.2567 data_cost: 0.0010 ips: 12.4073 images/s [11/13 05:48:49] ppdet.engine INFO: Epoch: [18] [1720/3251] learning_rate: 0.183531 loss_vfl: 0.846843 loss_bbox: 0.302494 loss_dfl: 0.194464 loss: 1.344780 eta: 6 days, 15:27:00 batch_cost: 2.2215 data_cost: 0.0010 ips: 12.6043 images/s [11/13 05:49:36] ppdet.engine INFO: Epoch: [18] [1740/3251] learning_rate: 0.183520 loss_vfl: 0.840082 loss_bbox: 0.308590 loss_dfl: 0.201185 loss: 1.347997 eta: 6 days, 15:26:20 batch_cost: 2.2135 data_cost: 0.0012 ips: 12.6497 images/s [11/13 05:50:21] ppdet.engine INFO: Epoch: [18] [1760/3251] learning_rate: 0.183509 loss_vfl: 0.822642 loss_bbox: 0.308757 loss_dfl: 0.198015 loss: 1.308497 eta: 6 days, 15:25:29 batch_cost: 2.0764 data_cost: 0.0011 ips: 13.4846 images/s [11/13 05:51:05] ppdet.engine INFO: Epoch: [18] [1780/3251] learning_rate: 0.183499 loss_vfl: 0.839810 loss_bbox: 0.280706 loss_dfl: 0.186873 loss: 1.322378 eta: 6 days, 15:24:40 batch_cost: 2.1063 data_cost: 0.0009 ips: 13.2934 images/s [11/13 05:51:51] ppdet.engine INFO: Epoch: [18] [1800/3251] learning_rate: 0.183488 loss_vfl: 0.858682 loss_bbox: 0.303105 loss_dfl: 0.185230 loss: 1.356761 eta: 6 days, 15:23:58 batch_cost: 2.1743 data_cost: 0.0011 ips: 12.8776 images/s [11/13 05:52:37] ppdet.engine INFO: Epoch: [18] [1820/3251] learning_rate: 0.183477 loss_vfl: 0.847362 loss_bbox: 0.316178 loss_dfl: 0.201086 loss: 1.356666 eta: 6 days, 15:23:10 batch_cost: 2.1132 data_cost: 0.0010 ips: 13.2498 images/s [11/13 05:53:24] ppdet.engine INFO: Epoch: [18] [1840/3251] learning_rate: 0.183467 loss_vfl: 0.831408 loss_bbox: 0.297825 loss_dfl: 0.184309 loss: 1.327609 eta: 6 days, 15:22:31 batch_cost: 2.2210 data_cost: 0.0009 ips: 12.6071 images/s [11/13 05:54:11] ppdet.engine INFO: Epoch: [18] [1860/3251] learning_rate: 0.183456 loss_vfl: 0.858480 loss_bbox: 0.279762 loss_dfl: 0.182731 loss: 1.297597 eta: 6 days, 15:21:49 batch_cost: 2.1833 data_cost: 0.0010 ips: 12.8245 images/s [11/13 05:54:59] ppdet.engine INFO: Epoch: [18] [1880/3251] learning_rate: 0.183445 loss_vfl: 0.824614 loss_bbox: 0.289471 loss_dfl: 0.190930 loss: 1.320102 eta: 6 days, 15:21:16 batch_cost: 2.2843 data_cost: 0.0010 ips: 12.2576 images/s [11/13 05:55:44] ppdet.engine INFO: Epoch: [18] [1900/3251] learning_rate: 0.183435 loss_vfl: 0.854231 loss_bbox: 0.330714 loss_dfl: 0.194469 loss: 1.358986 eta: 6 days, 15:20:32 batch_cost: 2.1562 data_cost: 0.0009 ips: 12.9858 images/s [11/13 05:56:29] ppdet.engine INFO: Epoch: [18] [1920/3251] learning_rate: 0.183424 loss_vfl: 0.827911 loss_bbox: 0.328043 loss_dfl: 0.202573 loss: 1.351037 eta: 6 days, 15:19:48 batch_cost: 2.1625 data_cost: 0.0009 ips: 12.9478 images/s [11/13 05:57:16] ppdet.engine INFO: Epoch: [18] [1940/3251] learning_rate: 0.183413 loss_vfl: 0.849900 loss_bbox: 0.293824 loss_dfl: 0.182552 loss: 1.329920 eta: 6 days, 15:19:08 batch_cost: 2.2032 data_cost: 0.0011 ips: 12.7090 images/s [11/13 05:58:03] ppdet.engine INFO: Epoch: [18] [1960/3251] learning_rate: 0.183403 loss_vfl: 0.828723 loss_bbox: 0.287755 loss_dfl: 0.185166 loss: 1.315436 eta: 6 days, 15:18:21 batch_cost: 2.1288 data_cost: 0.0014 ips: 13.1529 images/s [11/13 05:58:48] ppdet.engine INFO: Epoch: [18] [1980/3251] learning_rate: 0.183392 loss_vfl: 0.811663 loss_bbox: 0.321017 loss_dfl: 0.198667 loss: 1.338311 eta: 6 days, 15:17:32 batch_cost: 2.1036 data_cost: 0.0013 ips: 13.3104 images/s [11/13 05:59:34] ppdet.engine INFO: Epoch: [18] [2000/3251] learning_rate: 0.183381 loss_vfl: 0.832620 loss_bbox: 0.310711 loss_dfl: 0.202373 loss: 1.372332 eta: 6 days, 15:16:52 batch_cost: 2.2089 data_cost: 0.0013 ips: 12.6762 images/s [11/13 06:00:21] ppdet.engine INFO: Epoch: [18] [2020/3251] learning_rate: 0.183371 loss_vfl: 0.848044 loss_bbox: 0.291909 loss_dfl: 0.197995 loss: 1.303414 eta: 6 days, 15:16:13 batch_cost: 2.2148 data_cost: 0.0010 ips: 12.6424 images/s [11/13 06:01:07] ppdet.engine INFO: Epoch: [18] [2040/3251] learning_rate: 0.183360 loss_vfl: 0.868943 loss_bbox: 0.276668 loss_dfl: 0.171112 loss: 1.285544 eta: 6 days, 15:15:31 batch_cost: 2.1784 data_cost: 0.0010 ips: 12.8534 images/s [11/13 06:01:56] ppdet.engine INFO: Epoch: [18] [2060/3251] learning_rate: 0.183349 loss_vfl: 0.845987 loss_bbox: 0.285047 loss_dfl: 0.190962 loss: 1.337261 eta: 6 days, 15:15:02 batch_cost: 2.3392 data_cost: 0.0009 ips: 11.9700 images/s [11/13 06:02:39] ppdet.engine INFO: Epoch: [18] [2080/3251] learning_rate: 0.183339 loss_vfl: 0.846045 loss_bbox: 0.288888 loss_dfl: 0.187112 loss: 1.334983 eta: 6 days, 15:14:11 batch_cost: 2.0780 data_cost: 0.0009 ips: 13.4746 images/s [11/13 06:03:27] ppdet.engine INFO: Epoch: [18] [2100/3251] learning_rate: 0.183328 loss_vfl: 0.845903 loss_bbox: 0.296210 loss_dfl: 0.193665 loss: 1.352134 eta: 6 days, 15:13:34 batch_cost: 2.2324 data_cost: 0.0009 ips: 12.5423 images/s [11/13 06:04:13] ppdet.engine INFO: Epoch: [18] [2120/3251] learning_rate: 0.183317 loss_vfl: 0.845162 loss_bbox: 0.326261 loss_dfl: 0.206566 loss: 1.355030 eta: 6 days, 15:12:51 batch_cost: 2.1730 data_cost: 0.0010 ips: 12.8856 images/s [11/13 06:04:58] ppdet.engine INFO: Epoch: [18] [2140/3251] learning_rate: 0.183307 loss_vfl: 0.818630 loss_bbox: 0.327101 loss_dfl: 0.198128 loss: 1.366283 eta: 6 days, 15:11:59 batch_cost: 2.0704 data_cost: 0.0010 ips: 13.5240 images/s [11/13 06:05:44] ppdet.engine INFO: Epoch: [18] [2160/3251] learning_rate: 0.183296 loss_vfl: 0.826537 loss_bbox: 0.286838 loss_dfl: 0.191285 loss: 1.318392 eta: 6 days, 15:11:14 batch_cost: 2.1452 data_cost: 0.0016 ips: 13.0524 images/s [11/13 06:06:29] ppdet.engine INFO: Epoch: [18] [2180/3251] learning_rate: 0.183285 loss_vfl: 0.854720 loss_bbox: 0.299659 loss_dfl: 0.194451 loss: 1.343575 eta: 6 days, 15:10:29 batch_cost: 2.1550 data_cost: 0.0016 ips: 12.9931 images/s [11/13 06:07:14] ppdet.engine INFO: Epoch: [18] [2200/3251] learning_rate: 0.183275 loss_vfl: 0.841618 loss_bbox: 0.298233 loss_dfl: 0.201943 loss: 1.346091 eta: 6 days, 15:09:45 batch_cost: 2.1618 data_cost: 0.0009 ips: 12.9522 images/s [11/13 06:08:00] ppdet.engine INFO: Epoch: [18] [2220/3251] learning_rate: 0.183264 loss_vfl: 0.834789 loss_bbox: 0.316048 loss_dfl: 0.208186 loss: 1.361176 eta: 6 days, 15:09:06 batch_cost: 2.2166 data_cost: 0.0114 ips: 12.6319 images/s [11/13 06:08:46] ppdet.engine INFO: Epoch: [18] [2240/3251] learning_rate: 0.183253 loss_vfl: 0.845474 loss_bbox: 0.290503 loss_dfl: 0.182598 loss: 1.308169 eta: 6 days, 15:08:22 batch_cost: 2.1597 data_cost: 0.0012 ips: 12.9650 images/s [11/13 06:09:31] ppdet.engine INFO: Epoch: [18] [2260/3251] learning_rate: 0.183243 loss_vfl: 0.844989 loss_bbox: 0.305375 loss_dfl: 0.202986 loss: 1.360007 eta: 6 days, 15:07:36 batch_cost: 2.1308 data_cost: 0.0009 ips: 13.1408 images/s [11/13 06:10:19] ppdet.engine INFO: Epoch: [18] [2280/3251] learning_rate: 0.183232 loss_vfl: 0.845526 loss_bbox: 0.250524 loss_dfl: 0.176932 loss: 1.271920 eta: 6 days, 15:06:58 batch_cost: 2.2345 data_cost: 0.0009 ips: 12.5305 images/s [11/13 06:11:05] ppdet.engine INFO: Epoch: [18] [2300/3251] learning_rate: 0.183221 loss_vfl: 0.832285 loss_bbox: 0.245889 loss_dfl: 0.161516 loss: 1.265433 eta: 6 days, 15:06:17 batch_cost: 2.1921 data_cost: 0.0009 ips: 12.7732 images/s [11/13 06:11:53] ppdet.engine INFO: Epoch: [18] [2320/3251] learning_rate: 0.183210 loss_vfl: 0.845015 loss_bbox: 0.284255 loss_dfl: 0.190333 loss: 1.310569 eta: 6 days, 15:05:41 batch_cost: 2.2479 data_cost: 0.0010 ips: 12.4563 images/s [11/13 06:12:38] ppdet.engine INFO: Epoch: [18] [2340/3251] learning_rate: 0.183200 loss_vfl: 0.832477 loss_bbox: 0.294791 loss_dfl: 0.187940 loss: 1.340627 eta: 6 days, 15:04:55 batch_cost: 2.1393 data_cost: 0.0016 ips: 13.0886 images/s [11/13 06:13:24] ppdet.engine INFO: Epoch: [18] [2360/3251] learning_rate: 0.183189 loss_vfl: 0.828838 loss_bbox: 0.273352 loss_dfl: 0.176525 loss: 1.314647 eta: 6 days, 15:04:07 batch_cost: 2.1178 data_cost: 0.0010 ips: 13.2214 images/s [11/13 06:14:11] ppdet.engine INFO: Epoch: [18] [2380/3251] learning_rate: 0.183178 loss_vfl: 0.837875 loss_bbox: 0.296666 loss_dfl: 0.191887 loss: 1.324939 eta: 6 days, 15:03:34 batch_cost: 2.2792 data_cost: 0.0009 ips: 12.2852 images/s [11/13 06:14:56] ppdet.engine INFO: Epoch: [18] [2400/3251] learning_rate: 0.183167 loss_vfl: 0.821905 loss_bbox: 0.295621 loss_dfl: 0.196184 loss: 1.301796 eta: 6 days, 15:02:45 batch_cost: 2.1006 data_cost: 0.0009 ips: 13.3295 images/s [11/13 06:15:41] ppdet.engine INFO: Epoch: [18] [2420/3251] learning_rate: 0.183157 loss_vfl: 0.829222 loss_bbox: 0.276992 loss_dfl: 0.177559 loss: 1.311361 eta: 6 days, 15:02:00 batch_cost: 2.1468 data_cost: 0.0011 ips: 13.0429 images/s [11/13 06:16:26] ppdet.engine INFO: Epoch: [18] [2440/3251] learning_rate: 0.183146 loss_vfl: 0.843851 loss_bbox: 0.333954 loss_dfl: 0.209887 loss: 1.398271 eta: 6 days, 15:01:09 batch_cost: 2.0832 data_cost: 0.0011 ips: 13.4410 images/s [11/13 06:17:12] ppdet.engine INFO: Epoch: [18] [2460/3251] learning_rate: 0.183135 loss_vfl: 0.823632 loss_bbox: 0.324403 loss_dfl: 0.207260 loss: 1.359020 eta: 6 days, 15:00:31 batch_cost: 2.2266 data_cost: 0.0010 ips: 12.5753 images/s [11/13 06:17:57] ppdet.engine INFO: Epoch: [18] [2480/3251] learning_rate: 0.183125 loss_vfl: 0.831495 loss_bbox: 0.324260 loss_dfl: 0.203424 loss: 1.364242 eta: 6 days, 14:59:40 batch_cost: 2.0842 data_cost: 0.0009 ips: 13.4342 images/s [11/13 06:18:43] ppdet.engine INFO: Epoch: [18] [2500/3251] learning_rate: 0.183114 loss_vfl: 0.827770 loss_bbox: 0.281916 loss_dfl: 0.190753 loss: 1.293368 eta: 6 days, 14:58:54 batch_cost: 2.1389 data_cost: 0.0010 ips: 13.0907 images/s [11/13 06:19:29] ppdet.engine INFO: Epoch: [18] [2520/3251] learning_rate: 0.183103 loss_vfl: 0.850254 loss_bbox: 0.308882 loss_dfl: 0.191356 loss: 1.345723 eta: 6 days, 14:58:13 batch_cost: 2.1922 data_cost: 0.0009 ips: 12.7723 images/s [11/13 06:20:16] ppdet.engine INFO: Epoch: [18] [2540/3251] learning_rate: 0.183092 loss_vfl: 0.844090 loss_bbox: 0.313820 loss_dfl: 0.196867 loss: 1.358923 eta: 6 days, 14:57:31 batch_cost: 2.1784 data_cost: 0.0009 ips: 12.8534 images/s [11/13 06:21:01] ppdet.engine INFO: Epoch: [18] [2560/3251] learning_rate: 0.183082 loss_vfl: 0.837718 loss_bbox: 0.275714 loss_dfl: 0.186836 loss: 1.299091 eta: 6 days, 14:56:44 batch_cost: 2.1252 data_cost: 0.0009 ips: 13.1750 images/s [11/13 06:21:46] ppdet.engine INFO: Epoch: [18] [2580/3251] learning_rate: 0.183071 loss_vfl: 0.847610 loss_bbox: 0.280902 loss_dfl: 0.177488 loss: 1.353184 eta: 6 days, 14:55:58 batch_cost: 2.1432 data_cost: 0.0010 ips: 13.0645 images/s [11/13 06:22:33] ppdet.engine INFO: Epoch: [18] [2600/3251] learning_rate: 0.183060 loss_vfl: 0.850401 loss_bbox: 0.278743 loss_dfl: 0.188145 loss: 1.338768 eta: 6 days, 14:55:18 batch_cost: 2.2003 data_cost: 0.0010 ips: 12.7255 images/s [11/13 06:23:18] ppdet.engine INFO: Epoch: [18] [2620/3251] learning_rate: 0.183049 loss_vfl: 0.832024 loss_bbox: 0.277574 loss_dfl: 0.185343 loss: 1.323148 eta: 6 days, 14:54:29 batch_cost: 2.1029 data_cost: 0.0011 ips: 13.3152 images/s [11/13 06:24:05] ppdet.engine INFO: Epoch: [18] [2640/3251] learning_rate: 0.183038 loss_vfl: 0.820245 loss_bbox: 0.318683 loss_dfl: 0.194194 loss: 1.347395 eta: 6 days, 14:53:49 batch_cost: 2.2083 data_cost: 0.0009 ips: 12.6795 images/s [11/13 06:24:51] ppdet.engine INFO: Epoch: [18] [2660/3251] learning_rate: 0.183028 loss_vfl: 0.838092 loss_bbox: 0.316773 loss_dfl: 0.208338 loss: 1.331772 eta: 6 days, 14:53:05 batch_cost: 2.1576 data_cost: 0.0017 ips: 12.9772 images/s [11/13 06:25:36] ppdet.engine INFO: Epoch: [18] [2680/3251] learning_rate: 0.183017 loss_vfl: 0.835347 loss_bbox: 0.279565 loss_dfl: 0.180831 loss: 1.330399 eta: 6 days, 14:52:15 batch_cost: 2.0886 data_cost: 0.0010 ips: 13.4059 images/s [11/13 06:26:23] ppdet.engine INFO: Epoch: [18] [2700/3251] learning_rate: 0.183006 loss_vfl: 0.858428 loss_bbox: 0.294218 loss_dfl: 0.190780 loss: 1.341193 eta: 6 days, 14:51:25 batch_cost: 2.0858 data_cost: 0.0011 ips: 13.4244 images/s [11/13 06:27:11] ppdet.engine INFO: Epoch: [18] [2720/3251] learning_rate: 0.182995 loss_vfl: 0.831949 loss_bbox: 0.301662 loss_dfl: 0.195719 loss: 1.322433 eta: 6 days, 14:50:36 batch_cost: 2.1026 data_cost: 0.0010 ips: 13.3171 images/s [11/13 06:27:58] ppdet.engine INFO: Epoch: [18] [2740/3251] learning_rate: 0.182985 loss_vfl: 0.851180 loss_bbox: 0.328647 loss_dfl: 0.205375 loss: 1.394876 eta: 6 days, 14:49:55 batch_cost: 2.1964 data_cost: 0.0010 ips: 12.7482 images/s [11/13 06:28:43] ppdet.engine INFO: Epoch: [18] [2760/3251] learning_rate: 0.182974 loss_vfl: 0.845246 loss_bbox: 0.282887 loss_dfl: 0.193107 loss: 1.308707 eta: 6 days, 14:49:07 batch_cost: 2.1123 data_cost: 0.0009 ips: 13.2554 images/s [11/13 06:29:28] ppdet.engine INFO: Epoch: [18] [2780/3251] learning_rate: 0.182963 loss_vfl: 0.838246 loss_bbox: 0.287757 loss_dfl: 0.183825 loss: 1.311655 eta: 6 days, 14:48:22 batch_cost: 2.1473 data_cost: 0.0010 ips: 13.0396 images/s [11/13 06:30:16] ppdet.engine INFO: Epoch: [18] [2800/3251] learning_rate: 0.182952 loss_vfl: 0.838098 loss_bbox: 0.310777 loss_dfl: 0.196464 loss: 1.374646 eta: 6 days, 14:47:43 batch_cost: 2.2181 data_cost: 0.0010 ips: 12.6235 images/s [11/13 06:31:03] ppdet.engine INFO: Epoch: [18] [2820/3251] learning_rate: 0.182941 loss_vfl: 0.839010 loss_bbox: 0.283175 loss_dfl: 0.185966 loss: 1.323004 eta: 6 days, 14:47:08 batch_cost: 2.2629 data_cost: 0.0010 ips: 12.3735 images/s [11/13 06:31:50] ppdet.engine INFO: Epoch: [18] [2840/3251] learning_rate: 0.182931 loss_vfl: 0.840978 loss_bbox: 0.289737 loss_dfl: 0.195033 loss: 1.326579 eta: 6 days, 14:46:29 batch_cost: 2.2245 data_cost: 0.0016 ips: 12.5870 images/s [11/13 06:32:37] ppdet.engine INFO: Epoch: [18] [2860/3251] learning_rate: 0.182920 loss_vfl: 0.839455 loss_bbox: 0.291634 loss_dfl: 0.190351 loss: 1.339559 eta: 6 days, 14:45:51 batch_cost: 2.2318 data_cost: 0.0012 ips: 12.5460 images/s [11/13 06:33:23] ppdet.engine INFO: Epoch: [18] [2880/3251] learning_rate: 0.182909 loss_vfl: 0.838616 loss_bbox: 0.271421 loss_dfl: 0.176798 loss: 1.294091 eta: 6 days, 14:45:08 batch_cost: 2.1711 data_cost: 0.0009 ips: 12.8970 images/s [11/13 06:34:11] ppdet.engine INFO: Epoch: [18] [2900/3251] learning_rate: 0.182898 loss_vfl: 0.850196 loss_bbox: 0.267689 loss_dfl: 0.182541 loss: 1.321813 eta: 6 days, 14:44:35 batch_cost: 2.2810 data_cost: 0.0020 ips: 12.2753 images/s [11/13 06:34:56] ppdet.engine INFO: Epoch: [18] [2920/3251] learning_rate: 0.182887 loss_vfl: 0.849902 loss_bbox: 0.300017 loss_dfl: 0.199439 loss: 1.350123 eta: 6 days, 14:43:51 batch_cost: 2.1646 data_cost: 0.0009 ips: 12.9357 images/s [11/13 06:35:44] ppdet.engine INFO: Epoch: [18] [2940/3251] learning_rate: 0.182877 loss_vfl: 0.837994 loss_bbox: 0.303601 loss_dfl: 0.201154 loss: 1.334973 eta: 6 days, 14:43:13 batch_cost: 2.2218 data_cost: 0.0015 ips: 12.6026 images/s [11/13 06:36:28] ppdet.engine INFO: Epoch: [18] [2960/3251] learning_rate: 0.182866 loss_vfl: 0.832965 loss_bbox: 0.288821 loss_dfl: 0.194234 loss: 1.349019 eta: 6 days, 14:42:23 batch_cost: 2.0899 data_cost: 0.0015 ips: 13.3978 images/s [11/13 06:37:14] ppdet.engine INFO: Epoch: [18] [2980/3251] learning_rate: 0.182855 loss_vfl: 0.815303 loss_bbox: 0.287567 loss_dfl: 0.182654 loss: 1.297618 eta: 6 days, 14:41:35 batch_cost: 2.1168 data_cost: 0.0016 ips: 13.2277 images/s [11/13 06:38:00] ppdet.engine INFO: Epoch: [18] [3000/3251] learning_rate: 0.182844 loss_vfl: 0.833792 loss_bbox: 0.319597 loss_dfl: 0.201807 loss: 1.352077 eta: 6 days, 14:40:54 batch_cost: 2.1945 data_cost: 0.0010 ips: 12.7591 images/s [11/13 06:38:46] ppdet.engine INFO: Epoch: [18] [3020/3251] learning_rate: 0.182833 loss_vfl: 0.875409 loss_bbox: 0.283305 loss_dfl: 0.187536 loss: 1.343682 eta: 6 days, 14:40:11 batch_cost: 2.1775 data_cost: 0.0011 ips: 12.8588 images/s [11/13 06:39:32] ppdet.engine INFO: Epoch: [18] [3040/3251] learning_rate: 0.182822 loss_vfl: 0.846319 loss_bbox: 0.279748 loss_dfl: 0.178285 loss: 1.291533 eta: 6 days, 14:39:26 batch_cost: 2.1403 data_cost: 0.0010 ips: 13.0824 images/s [11/13 06:40:21] ppdet.engine INFO: Epoch: [18] [3060/3251] learning_rate: 0.182812 loss_vfl: 0.847722 loss_bbox: 0.281855 loss_dfl: 0.190072 loss: 1.322721 eta: 6 days, 14:38:55 batch_cost: 2.3199 data_cost: 0.0010 ips: 12.0696 images/s [11/13 06:41:06] ppdet.engine INFO: Epoch: [18] [3080/3251] learning_rate: 0.182801 loss_vfl: 0.849011 loss_bbox: 0.275020 loss_dfl: 0.183560 loss: 1.283125 eta: 6 days, 14:38:11 batch_cost: 2.1596 data_cost: 0.0010 ips: 12.9655 images/s [11/13 06:41:53] ppdet.engine INFO: Epoch: [18] [3100/3251] learning_rate: 0.182790 loss_vfl: 0.828129 loss_bbox: 0.323110 loss_dfl: 0.208981 loss: 1.330566 eta: 6 days, 14:37:34 batch_cost: 2.2315 data_cost: 0.0009 ips: 12.5474 images/s [11/13 06:42:38] ppdet.engine INFO: Epoch: [18] [3120/3251] learning_rate: 0.182779 loss_vfl: 0.852290 loss_bbox: 0.308859 loss_dfl: 0.202366 loss: 1.367280 eta: 6 days, 14:36:46 batch_cost: 2.1232 data_cost: 0.0014 ips: 13.1878 images/s [11/13 06:43:24] ppdet.engine INFO: Epoch: [18] [3140/3251] learning_rate: 0.182768 loss_vfl: 0.846754 loss_bbox: 0.302405 loss_dfl: 0.210756 loss: 1.354228 eta: 6 days, 14:36:07 batch_cost: 2.2106 data_cost: 0.0010 ips: 12.6662 images/s [11/13 06:44:08] ppdet.engine INFO: Epoch: [18] [3160/3251] learning_rate: 0.182757 loss_vfl: 0.838823 loss_bbox: 0.317994 loss_dfl: 0.204891 loss: 1.361407 eta: 6 days, 14:35:20 batch_cost: 2.1258 data_cost: 0.0010 ips: 13.1714 images/s [11/13 06:44:54] ppdet.engine INFO: Epoch: [18] [3180/3251] learning_rate: 0.182747 loss_vfl: 0.829289 loss_bbox: 0.297135 loss_dfl: 0.188821 loss: 1.366895 eta: 6 days, 14:34:31 batch_cost: 2.1003 data_cost: 0.0014 ips: 13.3316 images/s [11/13 06:45:40] ppdet.engine INFO: Epoch: [18] [3200/3251] learning_rate: 0.182736 loss_vfl: 0.841799 loss_bbox: 0.285738 loss_dfl: 0.186582 loss: 1.307379 eta: 6 days, 14:33:50 batch_cost: 2.1914 data_cost: 0.0011 ips: 12.7770 images/s [11/13 06:46:28] ppdet.engine INFO: Epoch: [18] [3220/3251] learning_rate: 0.182725 loss_vfl: 0.830150 loss_bbox: 0.320043 loss_dfl: 0.196500 loss: 1.355198 eta: 6 days, 14:33:16 batch_cost: 2.2835 data_cost: 0.0010 ips: 12.2617 images/s [11/13 06:47:12] ppdet.engine INFO: Epoch: [18] [3240/3251] learning_rate: 0.182714 loss_vfl: 0.860359 loss_bbox: 0.331580 loss_dfl: 0.213360 loss: 1.406154 eta: 6 days, 14:32:21 batch_cost: 2.0296 data_cost: 0.0014 ips: 13.7958 images/s [11/13 06:47:51] ppdet.engine INFO: Epoch: [19] [ 0/3251] learning_rate: 0.182708 loss_vfl: 0.857521 loss_bbox: 0.314314 loss_dfl: 0.206156 loss: 1.359964 eta: 6 days, 14:32:22 batch_cost: 2.3964 data_cost: 0.4462 ips: 11.6841 images/s [11/13 06:48:41] ppdet.engine INFO: Epoch: [19] [ 20/3251] learning_rate: 0.182697 loss_vfl: 0.833862 loss_bbox: 0.298332 loss_dfl: 0.191259 loss: 1.315541 eta: 6 days, 14:31:47 batch_cost: 2.2626 data_cost: 0.0010 ips: 12.3751 images/s [11/13 06:49:28] ppdet.engine INFO: Epoch: [19] [ 40/3251] learning_rate: 0.182686 loss_vfl: 0.840162 loss_bbox: 0.318274 loss_dfl: 0.194805 loss: 1.356424 eta: 6 days, 14:31:14 batch_cost: 2.2896 data_cost: 0.0012 ips: 12.2292 images/s [11/13 06:50:15] ppdet.engine INFO: Epoch: [19] [ 60/3251] learning_rate: 0.182675 loss_vfl: 0.843119 loss_bbox: 0.335634 loss_dfl: 0.212948 loss: 1.395309 eta: 6 days, 14:30:29 batch_cost: 2.1407 data_cost: 0.0011 ips: 13.0800 images/s [11/13 06:51:00] ppdet.engine INFO: Epoch: [19] [ 80/3251] learning_rate: 0.182665 loss_vfl: 0.830868 loss_bbox: 0.273657 loss_dfl: 0.181755 loss: 1.259431 eta: 6 days, 14:29:42 batch_cost: 2.1239 data_cost: 0.0009 ips: 13.1830 images/s [11/13 06:51:48] ppdet.engine INFO: Epoch: [19] [ 100/3251] learning_rate: 0.182654 loss_vfl: 0.831295 loss_bbox: 0.291357 loss_dfl: 0.194440 loss: 1.311902 eta: 6 days, 14:29:07 batch_cost: 2.2747 data_cost: 0.0009 ips: 12.3095 images/s [11/13 06:52:34] ppdet.engine INFO: Epoch: [19] [ 120/3251] learning_rate: 0.182643 loss_vfl: 0.851296 loss_bbox: 0.292313 loss_dfl: 0.184821 loss: 1.353818 eta: 6 days, 14:28:25 batch_cost: 2.1787 data_cost: 0.0010 ips: 12.8520 images/s [11/13 06:53:19] ppdet.engine INFO: Epoch: [19] [ 140/3251] learning_rate: 0.182632 loss_vfl: 0.849485 loss_bbox: 0.304404 loss_dfl: 0.195075 loss: 1.325687 eta: 6 days, 14:27:32 batch_cost: 2.0513 data_cost: 0.0014 ips: 13.6497 images/s [11/13 06:54:07] ppdet.engine INFO: Epoch: [19] [ 160/3251] learning_rate: 0.182621 loss_vfl: 0.840202 loss_bbox: 0.328753 loss_dfl: 0.208739 loss: 1.349130 eta: 6 days, 14:26:55 batch_cost: 2.2405 data_cost: 0.0015 ips: 12.4970 images/s [11/13 06:54:54] ppdet.engine INFO: Epoch: [19] 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0.836140 loss_bbox: 0.302595 loss_dfl: 0.195617 loss: 1.340862 eta: 6 days, 14:23:39 batch_cost: 2.2695 data_cost: 0.0009 ips: 12.3373 images/s [11/13 06:58:49] ppdet.engine INFO: Epoch: [19] [ 280/3251] learning_rate: 0.182556 loss_vfl: 0.828284 loss_bbox: 0.287784 loss_dfl: 0.194351 loss: 1.299515 eta: 6 days, 14:23:01 batch_cost: 2.2250 data_cost: 0.0011 ips: 12.5845 images/s [11/13 06:59:34] ppdet.engine INFO: Epoch: [19] [ 300/3251] learning_rate: 0.182545 loss_vfl: 0.837061 loss_bbox: 0.296239 loss_dfl: 0.197734 loss: 1.311421 eta: 6 days, 14:22:09 batch_cost: 2.0695 data_cost: 0.0009 ips: 13.5300 images/s [11/13 07:00:21] ppdet.engine INFO: Epoch: [19] [ 320/3251] learning_rate: 0.182534 loss_vfl: 0.854132 loss_bbox: 0.271904 loss_dfl: 0.173884 loss: 1.307662 eta: 6 days, 14:21:31 batch_cost: 2.2259 data_cost: 0.0016 ips: 12.5791 images/s [11/13 07:01:07] ppdet.engine INFO: Epoch: [19] [ 340/3251] learning_rate: 0.182523 loss_vfl: 0.858355 loss_bbox: 0.258502 loss_dfl: 0.176415 loss: 1.291022 eta: 6 days, 14:20:44 batch_cost: 2.1225 data_cost: 0.0010 ips: 13.1919 images/s [11/13 07:01:52] ppdet.engine INFO: Epoch: [19] [ 360/3251] learning_rate: 0.182512 loss_vfl: 0.819443 loss_bbox: 0.263453 loss_dfl: 0.181814 loss: 1.264131 eta: 6 days, 14:19:56 batch_cost: 2.1210 data_cost: 0.0012 ips: 13.2016 images/s [11/13 07:02:38] ppdet.engine INFO: Epoch: [19] [ 380/3251] learning_rate: 0.182501 loss_vfl: 0.852448 loss_bbox: 0.285980 loss_dfl: 0.192254 loss: 1.330403 eta: 6 days, 14:19:17 batch_cost: 2.2160 data_cost: 0.0009 ips: 12.6356 images/s [11/13 07:03:26] ppdet.engine INFO: Epoch: [19] [ 400/3251] learning_rate: 0.182490 loss_vfl: 0.850239 loss_bbox: 0.310062 loss_dfl: 0.202618 loss: 1.369107 eta: 6 days, 14:18:37 batch_cost: 2.2095 data_cost: 0.0010 ips: 12.6723 images/s [11/13 07:04:13] ppdet.engine INFO: Epoch: [19] [ 420/3251] learning_rate: 0.182479 loss_vfl: 0.837776 loss_bbox: 0.273160 loss_dfl: 0.180002 loss: 1.300983 eta: 6 days, 14:18:02 batch_cost: 2.2612 data_cost: 0.0014 ips: 12.3827 images/s [11/13 07:04:57] ppdet.engine INFO: Epoch: [19] [ 440/3251] learning_rate: 0.182468 loss_vfl: 0.836356 loss_bbox: 0.284887 loss_dfl: 0.176545 loss: 1.317371 eta: 6 days, 14:17:13 batch_cost: 2.1005 data_cost: 0.0010 ips: 13.3298 images/s [11/13 07:05:43] ppdet.engine INFO: Epoch: [19] [ 460/3251] learning_rate: 0.182457 loss_vfl: 0.837862 loss_bbox: 0.248145 loss_dfl: 0.174023 loss: 1.296277 eta: 6 days, 14:16:30 batch_cost: 2.1685 data_cost: 0.0012 ips: 12.9121 images/s [11/13 07:06:30] ppdet.engine INFO: Epoch: [19] [ 480/3251] learning_rate: 0.182446 loss_vfl: 0.851090 loss_bbox: 0.274326 loss_dfl: 0.183875 loss: 1.313022 eta: 6 days, 14:15:46 batch_cost: 2.1589 data_cost: 0.0011 ips: 12.9693 images/s [11/13 07:07:14] ppdet.engine INFO: Epoch: [19] [ 500/3251] learning_rate: 0.182436 loss_vfl: 0.856154 loss_bbox: 0.315532 loss_dfl: 0.207703 loss: 1.406983 eta: 6 days, 14:14:57 batch_cost: 2.1081 data_cost: 0.0009 ips: 13.2819 images/s [11/13 07:08:00] ppdet.engine INFO: Epoch: [19] [ 520/3251] learning_rate: 0.182425 loss_vfl: 0.838876 loss_bbox: 0.307816 loss_dfl: 0.190422 loss: 1.329551 eta: 6 days, 14:14:17 batch_cost: 2.2065 data_cost: 0.0012 ips: 12.6896 images/s [11/13 07:08:44] ppdet.engine INFO: Epoch: [19] [ 540/3251] learning_rate: 0.182414 loss_vfl: 0.826279 loss_bbox: 0.300410 loss_dfl: 0.188714 loss: 1.331341 eta: 6 days, 14:13:25 batch_cost: 2.0589 data_cost: 0.0010 ips: 13.5995 images/s [11/13 07:09:32] ppdet.engine INFO: Epoch: [19] [ 560/3251] learning_rate: 0.182403 loss_vfl: 0.840973 loss_bbox: 0.311424 loss_dfl: 0.195321 loss: 1.358699 eta: 6 days, 14:12:52 batch_cost: 2.2936 data_cost: 0.0009 ips: 12.2077 images/s [11/13 07:10:17] ppdet.engine INFO: Epoch: [19] [ 580/3251] learning_rate: 0.182392 loss_vfl: 0.854864 loss_bbox: 0.284168 loss_dfl: 0.185935 loss: 1.334121 eta: 6 days, 14:12:09 batch_cost: 2.1708 data_cost: 0.0012 ips: 12.8983 images/s [11/13 07:11:03] ppdet.engine INFO: Epoch: [19] [ 600/3251] learning_rate: 0.182381 loss_vfl: 0.821862 loss_bbox: 0.291417 loss_dfl: 0.200289 loss: 1.310327 eta: 6 days, 14:11:17 batch_cost: 2.0638 data_cost: 0.0010 ips: 13.5672 images/s [11/13 07:11:50] ppdet.engine INFO: Epoch: [19] [ 620/3251] learning_rate: 0.182370 loss_vfl: 0.829248 loss_bbox: 0.302331 loss_dfl: 0.187480 loss: 1.312861 eta: 6 days, 14:10:40 batch_cost: 2.2407 data_cost: 0.0009 ips: 12.4963 images/s [11/13 07:12:36] ppdet.engine INFO: Epoch: [19] [ 640/3251] learning_rate: 0.182359 loss_vfl: 0.827192 loss_bbox: 0.314994 loss_dfl: 0.192845 loss: 1.322032 eta: 6 days, 14:09:55 batch_cost: 2.1485 data_cost: 0.0010 ips: 13.0325 images/s [11/13 07:13:22] ppdet.engine INFO: Epoch: [19] [ 660/3251] learning_rate: 0.182348 loss_vfl: 0.823645 loss_bbox: 0.286603 loss_dfl: 0.188060 loss: 1.287904 eta: 6 days, 14:09:14 batch_cost: 2.1970 data_cost: 0.0012 ips: 12.7446 images/s [11/13 07:14:07] ppdet.engine INFO: Epoch: [19] [ 680/3251] learning_rate: 0.182337 loss_vfl: 0.821039 loss_bbox: 0.281684 loss_dfl: 0.187721 loss: 1.339549 eta: 6 days, 14:08:22 batch_cost: 2.0692 data_cost: 0.0010 ips: 13.5321 images/s [11/13 07:14:53] ppdet.engine INFO: Epoch: [19] [ 700/3251] learning_rate: 0.182326 loss_vfl: 0.828843 loss_bbox: 0.273818 loss_dfl: 0.177017 loss: 1.260120 eta: 6 days, 14:07:39 batch_cost: 2.1747 data_cost: 0.0010 ips: 12.8754 images/s [11/13 07:15:39] ppdet.engine INFO: Epoch: [19] [ 720/3251] learning_rate: 0.182315 loss_vfl: 0.816256 loss_bbox: 0.285484 loss_dfl: 0.182247 loss: 1.278835 eta: 6 days, 14:06:58 batch_cost: 2.1890 data_cost: 0.0016 ips: 12.7913 images/s [11/13 07:16:26] ppdet.engine INFO: Epoch: [19] [ 740/3251] learning_rate: 0.182304 loss_vfl: 0.848410 loss_bbox: 0.315092 loss_dfl: 0.200399 loss: 1.366923 eta: 6 days, 14:06:20 batch_cost: 2.2316 data_cost: 0.0010 ips: 12.5468 images/s [11/13 07:17:12] ppdet.engine INFO: Epoch: [19] [ 760/3251] learning_rate: 0.182293 loss_vfl: 0.825770 loss_bbox: 0.299099 loss_dfl: 0.201260 loss: 1.315064 eta: 6 days, 14:05:36 batch_cost: 2.1630 data_cost: 0.0011 ips: 12.9451 images/s [11/13 07:17:56] ppdet.engine INFO: Epoch: [19] [ 780/3251] learning_rate: 0.182282 loss_vfl: 0.841603 loss_bbox: 0.269932 loss_dfl: 0.173131 loss: 1.298351 eta: 6 days, 14:04:41 batch_cost: 2.0261 data_cost: 0.0009 ips: 13.8193 images/s [11/13 07:18:41] ppdet.engine INFO: Epoch: [19] [ 800/3251] learning_rate: 0.182271 loss_vfl: 0.844347 loss_bbox: 0.323580 loss_dfl: 0.208129 loss: 1.370488 eta: 6 days, 14:03:55 batch_cost: 2.1338 data_cost: 0.0010 ips: 13.1223 images/s [11/13 07:19:27] ppdet.engine INFO: Epoch: [19] [ 820/3251] learning_rate: 0.182260 loss_vfl: 0.840749 loss_bbox: 0.315967 loss_dfl: 0.202821 loss: 1.352497 eta: 6 days, 14:03:04 batch_cost: 2.0743 data_cost: 0.0010 ips: 13.4983 images/s [11/13 07:20:14] ppdet.engine INFO: Epoch: [19] [ 840/3251] learning_rate: 0.182249 loss_vfl: 0.843760 loss_bbox: 0.338485 loss_dfl: 0.198023 loss: 1.364100 eta: 6 days, 14:02:25 batch_cost: 2.2296 data_cost: 0.0011 ips: 12.5585 images/s [11/13 07:21:01] ppdet.engine INFO: Epoch: [19] [ 860/3251] learning_rate: 0.182238 loss_vfl: 0.819815 loss_bbox: 0.299680 loss_dfl: 0.180813 loss: 1.302696 eta: 6 days, 14:01:49 batch_cost: 2.2526 data_cost: 0.0009 ips: 12.4299 images/s [11/13 07:21:49] ppdet.engine INFO: Epoch: [19] [ 880/3251] learning_rate: 0.182227 loss_vfl: 0.847483 loss_bbox: 0.262833 loss_dfl: 0.180104 loss: 1.284714 eta: 6 days, 14:01:15 batch_cost: 2.2719 data_cost: 0.0009 ips: 12.3247 images/s [11/13 07:22:34] ppdet.engine INFO: Epoch: [19] [ 900/3251] learning_rate: 0.182216 loss_vfl: 0.831478 loss_bbox: 0.286027 loss_dfl: 0.186323 loss: 1.329809 eta: 6 days, 14:00:22 batch_cost: 2.0597 data_cost: 0.0010 ips: 13.5940 images/s [11/13 07:23:20] ppdet.engine INFO: Epoch: [19] [ 920/3251] learning_rate: 0.182205 loss_vfl: 0.841962 loss_bbox: 0.300724 loss_dfl: 0.186985 loss: 1.335019 eta: 6 days, 13:59:38 batch_cost: 2.1595 data_cost: 0.0016 ips: 12.9661 images/s [11/13 07:24:07] ppdet.engine INFO: Epoch: [19] [ 940/3251] learning_rate: 0.182194 loss_vfl: 0.827402 loss_bbox: 0.305380 loss_dfl: 0.190473 loss: 1.323525 eta: 6 days, 13:58:53 batch_cost: 2.1434 data_cost: 0.0010 ips: 13.0631 images/s [11/13 07:24:50] ppdet.engine INFO: Epoch: [19] [ 960/3251] learning_rate: 0.182183 loss_vfl: 0.835215 loss_bbox: 0.324353 loss_dfl: 0.197585 loss: 1.357749 eta: 6 days, 13:57:56 batch_cost: 2.0113 data_cost: 0.0011 ips: 13.9211 images/s [11/13 07:25:39] ppdet.engine INFO: Epoch: [19] [ 980/3251] learning_rate: 0.182172 loss_vfl: 0.839458 loss_bbox: 0.264021 loss_dfl: 0.168825 loss: 1.304095 eta: 6 days, 13:57:27 batch_cost: 2.3387 data_cost: 0.0010 ips: 11.9724 images/s [11/13 07:26:23] ppdet.engine INFO: Epoch: [19] [1000/3251] learning_rate: 0.182161 loss_vfl: 0.834656 loss_bbox: 0.281869 loss_dfl: 0.180807 loss: 1.299881 eta: 6 days, 13:56:34 batch_cost: 2.0451 data_cost: 0.0014 ips: 13.6910 images/s [11/13 07:27:10] ppdet.engine INFO: Epoch: [19] [1020/3251] learning_rate: 0.182150 loss_vfl: 0.852597 loss_bbox: 0.294690 loss_dfl: 0.193921 loss: 1.354523 eta: 6 days, 13:55:55 batch_cost: 2.2160 data_cost: 0.0019 ips: 12.6351 images/s [11/13 07:27:56] ppdet.engine INFO: Epoch: [19] [1040/3251] learning_rate: 0.182139 loss_vfl: 0.864086 loss_bbox: 0.316161 loss_dfl: 0.203441 loss: 1.374291 eta: 6 days, 13:55:15 batch_cost: 2.2156 data_cost: 0.0010 ips: 12.6377 images/s [11/13 07:28:44] ppdet.engine INFO: Epoch: [19] [1060/3251] learning_rate: 0.182128 loss_vfl: 0.837379 loss_bbox: 0.262309 loss_dfl: 0.182006 loss: 1.268803 eta: 6 days, 13:54:33 batch_cost: 2.1757 data_cost: 0.0011 ips: 12.8694 images/s [11/13 07:29:29] ppdet.engine INFO: Epoch: [19] [1080/3251] learning_rate: 0.182117 loss_vfl: 0.833308 loss_bbox: 0.305209 loss_dfl: 0.194239 loss: 1.327518 eta: 6 days, 13:53:51 batch_cost: 2.1891 data_cost: 0.0010 ips: 12.7905 images/s [11/13 07:30:17] ppdet.engine INFO: Epoch: [19] [1100/3251] learning_rate: 0.182106 loss_vfl: 0.842956 loss_bbox: 0.294141 loss_dfl: 0.200852 loss: 1.360503 eta: 6 days, 13:53:12 batch_cost: 2.2192 data_cost: 0.0013 ips: 12.6173 images/s [11/13 07:31:05] ppdet.engine INFO: Epoch: [19] [1120/3251] learning_rate: 0.182095 loss_vfl: 0.837402 loss_bbox: 0.299868 loss_dfl: 0.192004 loss: 1.323280 eta: 6 days, 13:52:37 batch_cost: 2.2692 data_cost: 0.0009 ips: 12.3390 images/s [11/13 07:31:52] ppdet.engine INFO: Epoch: [19] [1140/3251] learning_rate: 0.182084 loss_vfl: 0.835574 loss_bbox: 0.302105 loss_dfl: 0.187920 loss: 1.320927 eta: 6 days, 13:51:57 batch_cost: 2.2042 data_cost: 0.0009 ips: 12.7028 images/s [11/13 07:32:37] ppdet.engine INFO: Epoch: [19] [1160/3251] learning_rate: 0.182073 loss_vfl: 0.862975 loss_bbox: 0.286974 loss_dfl: 0.185912 loss: 1.331353 eta: 6 days, 13:51:09 batch_cost: 2.1099 data_cost: 0.0016 ips: 13.2709 images/s [11/13 07:33:22] ppdet.engine INFO: Epoch: [19] [1180/3251] learning_rate: 0.182062 loss_vfl: 0.834909 loss_bbox: 0.335550 loss_dfl: 0.201380 loss: 1.392041 eta: 6 days, 13:50:24 batch_cost: 2.1560 data_cost: 0.0009 ips: 12.9871 images/s [11/13 07:34:07] ppdet.engine INFO: Epoch: [19] [1200/3251] learning_rate: 0.182051 loss_vfl: 0.857168 loss_bbox: 0.310902 loss_dfl: 0.191348 loss: 1.361337 eta: 6 days, 13:49:39 batch_cost: 2.1494 data_cost: 0.0009 ips: 13.0270 images/s [11/13 07:34:54] ppdet.engine INFO: Epoch: [19] [1220/3251] learning_rate: 0.182040 loss_vfl: 0.823848 loss_bbox: 0.282067 loss_dfl: 0.188991 loss: 1.291041 eta: 6 days, 13:49:04 batch_cost: 2.2659 data_cost: 0.0009 ips: 12.3574 images/s [11/13 07:35:40] ppdet.engine INFO: Epoch: [19] [1240/3251] learning_rate: 0.182029 loss_vfl: 0.823382 loss_bbox: 0.324098 loss_dfl: 0.206675 loss: 1.358631 eta: 6 days, 13:48:20 batch_cost: 2.1543 data_cost: 0.0010 ips: 12.9973 images/s [11/13 07:36:26] ppdet.engine INFO: Epoch: [19] [1260/3251] learning_rate: 0.182018 loss_vfl: 0.857642 loss_bbox: 0.308614 loss_dfl: 0.197704 loss: 1.380678 eta: 6 days, 13:47:39 batch_cost: 2.1935 data_cost: 0.0010 ips: 12.7649 images/s [11/13 07:37:13] ppdet.engine INFO: Epoch: [19] [1280/3251] learning_rate: 0.182006 loss_vfl: 0.841302 loss_bbox: 0.324620 loss_dfl: 0.211216 loss: 1.396753 eta: 6 days, 13:46:58 batch_cost: 2.1975 data_cost: 0.0010 ips: 12.7420 images/s [11/13 07:37:59] ppdet.engine INFO: Epoch: [19] [1300/3251] learning_rate: 0.181995 loss_vfl: 0.829925 loss_bbox: 0.332739 loss_dfl: 0.201480 loss: 1.354035 eta: 6 days, 13:46:19 batch_cost: 2.2224 data_cost: 0.0009 ips: 12.5989 images/s [11/13 07:38:48] ppdet.engine INFO: Epoch: [19] [1320/3251] learning_rate: 0.181984 loss_vfl: 0.817057 loss_bbox: 0.286362 loss_dfl: 0.182587 loss: 1.289120 eta: 6 days, 13:45:50 batch_cost: 2.3372 data_cost: 0.0009 ips: 11.9801 images/s [11/13 07:39:33] ppdet.engine INFO: Epoch: [19] [1340/3251] learning_rate: 0.181973 loss_vfl: 0.855216 loss_bbox: 0.303195 loss_dfl: 0.192335 loss: 1.356740 eta: 6 days, 13:45:05 batch_cost: 2.1547 data_cost: 0.0018 ips: 12.9949 images/s [11/13 07:40:18] ppdet.engine INFO: Epoch: [19] [1360/3251] learning_rate: 0.181962 loss_vfl: 0.847086 loss_bbox: 0.290898 loss_dfl: 0.187389 loss: 1.333914 eta: 6 days, 13:44:19 batch_cost: 2.1276 data_cost: 0.0013 ips: 13.1604 images/s [11/13 07:41:05] ppdet.engine INFO: Epoch: [19] [1380/3251] learning_rate: 0.181951 loss_vfl: 0.857599 loss_bbox: 0.299269 loss_dfl: 0.196020 loss: 1.339807 eta: 6 days, 13:43:35 batch_cost: 2.1644 data_cost: 0.0012 ips: 12.9367 images/s [11/13 07:41:50] ppdet.engine INFO: Epoch: [19] [1400/3251] learning_rate: 0.181940 loss_vfl: 0.847662 loss_bbox: 0.288145 loss_dfl: 0.181940 loss: 1.329149 eta: 6 days, 13:42:41 batch_cost: 2.0459 data_cost: 0.0011 ips: 13.6861 images/s [11/13 07:42:35] ppdet.engine INFO: Epoch: [19] [1420/3251] learning_rate: 0.181929 loss_vfl: 0.841887 loss_bbox: 0.343110 loss_dfl: 0.211362 loss: 1.381335 eta: 6 days, 13:41:51 batch_cost: 2.0870 data_cost: 0.0010 ips: 13.4164 images/s [11/13 07:43:20] ppdet.engine INFO: Epoch: [19] [1440/3251] learning_rate: 0.181918 loss_vfl: 0.813847 loss_bbox: 0.284498 loss_dfl: 0.185035 loss: 1.298369 eta: 6 days, 13:41:08 batch_cost: 2.1721 data_cost: 0.0010 ips: 12.8906 images/s [11/13 07:44:08] ppdet.engine INFO: Epoch: [19] [1460/3251] learning_rate: 0.181907 loss_vfl: 0.834324 loss_bbox: 0.299019 loss_dfl: 0.194960 loss: 1.324560 eta: 6 days, 13:40:34 batch_cost: 2.2794 data_cost: 0.0011 ips: 12.2837 images/s [11/13 07:44:53] ppdet.engine INFO: Epoch: [19] [1480/3251] learning_rate: 0.181896 loss_vfl: 0.842434 loss_bbox: 0.253391 loss_dfl: 0.180836 loss: 1.292838 eta: 6 days, 13:39:47 batch_cost: 2.1211 data_cost: 0.0011 ips: 13.2005 images/s [11/13 07:45:39] ppdet.engine INFO: Epoch: [19] [1500/3251] learning_rate: 0.181885 loss_vfl: 0.857293 loss_bbox: 0.272710 loss_dfl: 0.189080 loss: 1.380202 eta: 6 days, 13:39:03 batch_cost: 2.1600 data_cost: 0.0011 ips: 12.9630 images/s [11/13 07:46:27] ppdet.engine INFO: Epoch: [19] [1520/3251] learning_rate: 0.181874 loss_vfl: 0.825296 loss_bbox: 0.283351 loss_dfl: 0.188853 loss: 1.278840 eta: 6 days, 13:38:29 batch_cost: 2.2785 data_cost: 0.0009 ips: 12.2887 images/s [11/13 07:47:16] ppdet.engine INFO: Epoch: [19] [1540/3251] learning_rate: 0.181862 loss_vfl: 0.872027 loss_bbox: 0.256631 loss_dfl: 0.175483 loss: 1.300051 eta: 6 days, 13:37:57 batch_cost: 2.3042 data_cost: 0.0015 ips: 12.1519 images/s [11/13 07:48:03] ppdet.engine INFO: Epoch: [19] [1560/3251] learning_rate: 0.181851 loss_vfl: 0.850742 loss_bbox: 0.292398 loss_dfl: 0.180593 loss: 1.359594 eta: 6 days, 13:37:16 batch_cost: 2.2020 data_cost: 0.0011 ips: 12.7156 images/s [11/13 07:48:48] ppdet.engine INFO: Epoch: [19] [1580/3251] learning_rate: 0.181840 loss_vfl: 0.832247 loss_bbox: 0.293780 loss_dfl: 0.192724 loss: 1.356708 eta: 6 days, 13:36:22 batch_cost: 2.0347 data_cost: 0.0016 ips: 13.7610 images/s [11/13 07:49:35] ppdet.engine INFO: Epoch: [19] [1600/3251] learning_rate: 0.181829 loss_vfl: 0.860228 loss_bbox: 0.310187 loss_dfl: 0.209986 loss: 1.405135 eta: 6 days, 13:35:45 batch_cost: 2.2474 data_cost: 0.0009 ips: 12.4587 images/s [11/13 07:50:19] ppdet.engine INFO: Epoch: [19] [1620/3251] learning_rate: 0.181818 loss_vfl: 0.855262 loss_bbox: 0.279941 loss_dfl: 0.178451 loss: 1.313745 eta: 6 days, 13:34:53 batch_cost: 2.0623 data_cost: 0.0014 ips: 13.5772 images/s [11/13 07:51:08] ppdet.engine INFO: Epoch: [19] [1640/3251] learning_rate: 0.181807 loss_vfl: 0.857556 loss_bbox: 0.297095 loss_dfl: 0.191466 loss: 1.323350 eta: 6 days, 13:34:24 batch_cost: 2.3418 data_cost: 0.0016 ips: 11.9566 images/s [11/13 07:51:54] ppdet.engine INFO: Epoch: [19] [1660/3251] learning_rate: 0.181796 loss_vfl: 0.827927 loss_bbox: 0.295017 loss_dfl: 0.191059 loss: 1.304953 eta: 6 days, 13:33:40 batch_cost: 2.1543 data_cost: 0.0011 ips: 12.9973 images/s [11/13 07:52:41] ppdet.engine INFO: Epoch: [19] [1680/3251] learning_rate: 0.181785 loss_vfl: 0.837440 loss_bbox: 0.290242 loss_dfl: 0.198815 loss: 1.326318 eta: 6 days, 13:33:03 batch_cost: 2.2456 data_cost: 0.0009 ips: 12.4687 images/s [11/13 07:53:27] ppdet.engine INFO: Epoch: [19] [1700/3251] learning_rate: 0.181774 loss_vfl: 0.865970 loss_bbox: 0.292647 loss_dfl: 0.197761 loss: 1.378403 eta: 6 days, 13:32:15 batch_cost: 2.1104 data_cost: 0.0009 ips: 13.2677 images/s [11/13 07:54:11] ppdet.engine INFO: Epoch: [19] [1720/3251] learning_rate: 0.181762 loss_vfl: 0.815445 loss_bbox: 0.323052 loss_dfl: 0.216738 loss: 1.341799 eta: 6 days, 13:31:19 batch_cost: 2.0162 data_cost: 0.0009 ips: 13.8873 images/s [11/13 07:54:57] ppdet.engine INFO: Epoch: [19] [1740/3251] learning_rate: 0.181751 loss_vfl: 0.842122 loss_bbox: 0.309533 loss_dfl: 0.194347 loss: 1.352266 eta: 6 days, 13:30:35 batch_cost: 2.1567 data_cost: 0.0012 ips: 12.9829 images/s [11/13 07:55:43] ppdet.engine INFO: Epoch: [19] [1760/3251] learning_rate: 0.181740 loss_vfl: 0.859491 loss_bbox: 0.280416 loss_dfl: 0.188547 loss: 1.341011 eta: 6 days, 13:29:50 batch_cost: 2.1523 data_cost: 0.0009 ips: 13.0092 images/s [11/13 07:56:29] ppdet.engine INFO: Epoch: [19] [1780/3251] learning_rate: 0.181729 loss_vfl: 0.824917 loss_bbox: 0.282387 loss_dfl: 0.186448 loss: 1.294171 eta: 6 days, 13:29:06 batch_cost: 2.1548 data_cost: 0.0013 ips: 12.9944 images/s [11/13 07:57:15] ppdet.engine INFO: Epoch: [19] [1800/3251] learning_rate: 0.181718 loss_vfl: 0.837825 loss_bbox: 0.327071 loss_dfl: 0.203454 loss: 1.368827 eta: 6 days, 13:28:19 batch_cost: 2.1266 data_cost: 0.0014 ips: 13.1668 images/s [11/13 07:58:02] ppdet.engine INFO: Epoch: [19] [1820/3251] learning_rate: 0.181707 loss_vfl: 0.825231 loss_bbox: 0.321635 loss_dfl: 0.197202 loss: 1.352004 eta: 6 days, 13:27:42 batch_cost: 2.2491 data_cost: 0.0009 ips: 12.4494 images/s [11/13 07:58:49] ppdet.engine INFO: Epoch: [19] [1840/3251] learning_rate: 0.181696 loss_vfl: 0.829599 loss_bbox: 0.293270 loss_dfl: 0.196058 loss: 1.338780 eta: 6 days, 13:27:05 batch_cost: 2.2394 data_cost: 0.0009 ips: 12.5035 images/s [11/13 07:59:35] ppdet.engine INFO: Epoch: [19] [1860/3251] learning_rate: 0.181684 loss_vfl: 0.847726 loss_bbox: 0.285996 loss_dfl: 0.187448 loss: 1.318599 eta: 6 days, 13:26:22 batch_cost: 2.1779 data_cost: 0.0010 ips: 12.8565 images/s [11/13 08:00:22] ppdet.engine INFO: Epoch: [19] [1880/3251] learning_rate: 0.181673 loss_vfl: 0.861605 loss_bbox: 0.287914 loss_dfl: 0.189280 loss: 1.330022 eta: 6 days, 13:25:41 batch_cost: 2.1937 data_cost: 0.0012 ips: 12.7640 images/s [11/13 08:01:07] ppdet.engine INFO: Epoch: [19] [1900/3251] learning_rate: 0.181662 loss_vfl: 0.852634 loss_bbox: 0.285971 loss_dfl: 0.195399 loss: 1.365651 eta: 6 days, 13:24:57 batch_cost: 2.1582 data_cost: 0.0010 ips: 12.9736 images/s [11/13 08:01:55] ppdet.engine INFO: Epoch: [19] [1920/3251] learning_rate: 0.181651 loss_vfl: 0.830456 loss_bbox: 0.281159 loss_dfl: 0.194226 loss: 1.305634 eta: 6 days, 13:24:16 batch_cost: 2.1965 data_cost: 0.0010 ips: 12.7473 images/s [11/13 08:02:41] ppdet.engine INFO: Epoch: [19] [1940/3251] learning_rate: 0.181640 loss_vfl: 0.844784 loss_bbox: 0.278343 loss_dfl: 0.185681 loss: 1.324852 eta: 6 days, 13:23:27 batch_cost: 2.1022 data_cost: 0.0011 ips: 13.3192 images/s [11/13 08:03:27] ppdet.engine INFO: Epoch: [19] [1960/3251] learning_rate: 0.181629 loss_vfl: 0.839102 loss_bbox: 0.284831 loss_dfl: 0.187260 loss: 1.320657 eta: 6 days, 13:22:46 batch_cost: 2.1864 data_cost: 0.0009 ips: 12.8063 images/s [11/13 08:04:15] ppdet.engine INFO: Epoch: [19] [1980/3251] learning_rate: 0.181618 loss_vfl: 0.850695 loss_bbox: 0.272260 loss_dfl: 0.185468 loss: 1.303273 eta: 6 days, 13:22:07 batch_cost: 2.2222 data_cost: 0.0011 ips: 12.6001 images/s [11/13 08:04:59] ppdet.engine INFO: Epoch: [19] [2000/3251] learning_rate: 0.181606 loss_vfl: 0.845607 loss_bbox: 0.299208 loss_dfl: 0.195807 loss: 1.364150 eta: 6 days, 13:21:17 batch_cost: 2.0910 data_cost: 0.0021 ips: 13.3910 images/s [11/13 08:05:46] ppdet.engine INFO: Epoch: [19] [2020/3251] learning_rate: 0.181595 loss_vfl: 0.829222 loss_bbox: 0.314529 loss_dfl: 0.203666 loss: 1.359803 eta: 6 days, 13:20:36 batch_cost: 2.1998 data_cost: 0.0010 ips: 12.7286 images/s [11/13 08:06:32] ppdet.engine INFO: Epoch: [19] [2040/3251] learning_rate: 0.181584 loss_vfl: 0.828568 loss_bbox: 0.301192 loss_dfl: 0.200737 loss: 1.311339 eta: 6 days, 13:19:55 batch_cost: 2.1898 data_cost: 0.0014 ips: 12.7863 images/s [11/13 08:07:18] ppdet.engine INFO: Epoch: [19] [2060/3251] learning_rate: 0.181573 loss_vfl: 0.823379 loss_bbox: 0.300249 loss_dfl: 0.197499 loss: 1.297963 eta: 6 days, 13:19:12 batch_cost: 2.1693 data_cost: 0.0009 ips: 12.9075 images/s [11/13 08:08:04] ppdet.engine INFO: Epoch: [19] [2080/3251] learning_rate: 0.181562 loss_vfl: 0.833595 loss_bbox: 0.313777 loss_dfl: 0.196401 loss: 1.363456 eta: 6 days, 13:18:31 batch_cost: 2.2028 data_cost: 0.0014 ips: 12.7109 images/s [11/13 08:08:52] ppdet.engine INFO: Epoch: [19] [2100/3251] learning_rate: 0.181550 loss_vfl: 0.826908 loss_bbox: 0.291553 loss_dfl: 0.201103 loss: 1.347832 eta: 6 days, 13:17:51 batch_cost: 2.2142 data_cost: 0.0010 ips: 12.6457 images/s [11/13 08:09:38] ppdet.engine INFO: Epoch: [19] [2120/3251] learning_rate: 0.181539 loss_vfl: 0.857020 loss_bbox: 0.302797 loss_dfl: 0.200536 loss: 1.333986 eta: 6 days, 13:17:06 batch_cost: 2.1388 data_cost: 0.0010 ips: 13.0917 images/s [11/13 08:10:25] ppdet.engine INFO: Epoch: [19] [2140/3251] learning_rate: 0.181528 loss_vfl: 0.844161 loss_bbox: 0.327114 loss_dfl: 0.216779 loss: 1.394286 eta: 6 days, 13:16:25 batch_cost: 2.1971 data_cost: 0.0010 ips: 12.7442 images/s [11/13 08:11:11] ppdet.engine INFO: Epoch: [19] [2160/3251] learning_rate: 0.181517 loss_vfl: 0.826934 loss_bbox: 0.290767 loss_dfl: 0.192580 loss: 1.323760 eta: 6 days, 13:15:45 batch_cost: 2.2115 data_cost: 0.0010 ips: 12.6613 images/s [11/13 08:11:57] ppdet.engine INFO: Epoch: [19] [2180/3251] learning_rate: 0.181506 loss_vfl: 0.834243 loss_bbox: 0.257437 loss_dfl: 0.171818 loss: 1.327806 eta: 6 days, 13:15:04 batch_cost: 2.1934 data_cost: 0.0010 ips: 12.7658 images/s [11/13 08:12:45] ppdet.engine INFO: Epoch: [19] [2200/3251] learning_rate: 0.181494 loss_vfl: 0.844350 loss_bbox: 0.289365 loss_dfl: 0.180783 loss: 1.312780 eta: 6 days, 13:14:26 batch_cost: 2.2385 data_cost: 0.0009 ips: 12.5083 images/s [11/13 08:13:31] ppdet.engine INFO: Epoch: [19] [2220/3251] learning_rate: 0.181483 loss_vfl: 0.822848 loss_bbox: 0.374357 loss_dfl: 0.225760 loss: 1.415550 eta: 6 days, 13:13:36 batch_cost: 2.0872 data_cost: 0.0016 ips: 13.4153 images/s [11/13 08:14:19] ppdet.engine INFO: Epoch: [19] [2240/3251] learning_rate: 0.181472 loss_vfl: 0.845118 loss_bbox: 0.266678 loss_dfl: 0.179284 loss: 1.301704 eta: 6 days, 13:12:51 batch_cost: 2.1434 data_cost: 0.0015 ips: 13.0631 images/s [11/13 08:15:03] ppdet.engine INFO: Epoch: [19] [2260/3251] learning_rate: 0.181461 loss_vfl: 0.857185 loss_bbox: 0.296913 loss_dfl: 0.191988 loss: 1.352729 eta: 6 days, 13:12:05 batch_cost: 2.1318 data_cost: 0.0010 ips: 13.1344 images/s [11/13 08:15:49] ppdet.engine INFO: Epoch: [19] [2280/3251] learning_rate: 0.181450 loss_vfl: 0.841853 loss_bbox: 0.273235 loss_dfl: 0.186854 loss: 1.309495 eta: 6 days, 13:11:17 batch_cost: 2.1165 data_cost: 0.0011 ips: 13.2291 images/s [11/13 08:16:37] ppdet.engine INFO: Epoch: [19] [2300/3251] learning_rate: 0.181438 loss_vfl: 0.828440 loss_bbox: 0.289604 loss_dfl: 0.196473 loss: 1.333162 eta: 6 days, 13:10:45 batch_cost: 2.3053 data_cost: 0.0016 ips: 12.1461 images/s [11/13 08:17:25] ppdet.engine INFO: Epoch: [19] [2320/3251] learning_rate: 0.181427 loss_vfl: 0.826546 loss_bbox: 0.292634 loss_dfl: 0.187542 loss: 1.336028 eta: 6 days, 13:10:13 batch_cost: 2.3024 data_cost: 0.0009 ips: 12.1611 images/s [11/13 08:18:12] ppdet.engine INFO: Epoch: [19] [2340/3251] learning_rate: 0.181416 loss_vfl: 0.824763 loss_bbox: 0.284958 loss_dfl: 0.189233 loss: 1.330164 eta: 6 days, 13:09:33 batch_cost: 2.2140 data_cost: 0.0011 ips: 12.6466 images/s [11/13 08:18:56] ppdet.engine INFO: Epoch: [19] [2360/3251] learning_rate: 0.181405 loss_vfl: 0.826982 loss_bbox: 0.303142 loss_dfl: 0.202179 loss: 1.334451 eta: 6 days, 13:08:33 batch_cost: 1.9569 data_cost: 0.0081 ips: 14.3081 images/s [11/13 08:19:45] ppdet.engine INFO: Epoch: [19] [2380/3251] learning_rate: 0.181394 loss_vfl: 0.837035 loss_bbox: 0.308512 loss_dfl: 0.202939 loss: 1.370473 eta: 6 days, 13:08:02 batch_cost: 2.3310 data_cost: 0.0009 ips: 12.0118 images/s [11/13 08:20:31] ppdet.engine INFO: Epoch: [19] [2400/3251] learning_rate: 0.181382 loss_vfl: 0.848560 loss_bbox: 0.313000 loss_dfl: 0.190859 loss: 1.360819 eta: 6 days, 13:07:25 batch_cost: 2.2409 data_cost: 0.0011 ips: 12.4951 images/s [11/13 08:21:18] ppdet.engine INFO: Epoch: [19] [2420/3251] learning_rate: 0.181371 loss_vfl: 0.833480 loss_bbox: 0.320887 loss_dfl: 0.205504 loss: 1.338934 eta: 6 days, 13:06:42 batch_cost: 2.1699 data_cost: 0.0011 ips: 12.9041 images/s [11/13 08:22:04] ppdet.engine INFO: Epoch: [19] [2440/3251] learning_rate: 0.181360 loss_vfl: 0.842124 loss_bbox: 0.285730 loss_dfl: 0.194664 loss: 1.348373 eta: 6 days, 13:05:56 batch_cost: 2.1393 data_cost: 0.0010 ips: 13.0887 images/s [11/13 08:22:49] ppdet.engine INFO: Epoch: [19] [2460/3251] learning_rate: 0.181349 loss_vfl: 0.838870 loss_bbox: 0.294103 loss_dfl: 0.202756 loss: 1.358768 eta: 6 days, 13:05:08 batch_cost: 2.1122 data_cost: 0.0026 ips: 13.2561 images/s [11/13 08:23:36] ppdet.engine INFO: Epoch: [19] [2480/3251] learning_rate: 0.181337 loss_vfl: 0.840221 loss_bbox: 0.307207 loss_dfl: 0.197033 loss: 1.358029 eta: 6 days, 13:04:29 batch_cost: 2.2123 data_cost: 0.0010 ips: 12.6563 images/s [11/13 08:24:21] ppdet.engine INFO: Epoch: [19] [2500/3251] learning_rate: 0.181326 loss_vfl: 0.855082 loss_bbox: 0.326458 loss_dfl: 0.207496 loss: 1.379019 eta: 6 days, 13:03:44 batch_cost: 2.1474 data_cost: 0.0013 ips: 13.0388 images/s [11/13 08:25:09] ppdet.engine INFO: Epoch: [19] [2520/3251] learning_rate: 0.181315 loss_vfl: 0.822528 loss_bbox: 0.315053 loss_dfl: 0.207038 loss: 1.376073 eta: 6 days, 13:03:07 batch_cost: 2.2468 data_cost: 0.0009 ips: 12.4623 images/s [11/13 08:25:54] ppdet.engine INFO: Epoch: [19] [2540/3251] learning_rate: 0.181304 loss_vfl: 0.822230 loss_bbox: 0.269249 loss_dfl: 0.170732 loss: 1.275173 eta: 6 days, 13:02:21 batch_cost: 2.1437 data_cost: 0.0010 ips: 13.0618 images/s [11/13 08:26:41] ppdet.engine INFO: Epoch: [19] [2560/3251] learning_rate: 0.181292 loss_vfl: 0.858159 loss_bbox: 0.308841 loss_dfl: 0.201579 loss: 1.343968 eta: 6 days, 13:01:40 batch_cost: 2.1897 data_cost: 0.0010 ips: 12.7872 images/s [11/13 08:27:27] ppdet.engine INFO: Epoch: [19] [2580/3251] learning_rate: 0.181281 loss_vfl: 0.840472 loss_bbox: 0.286702 loss_dfl: 0.186089 loss: 1.341506 eta: 6 days, 13:00:52 batch_cost: 2.1163 data_cost: 0.0010 ips: 13.2307 images/s [11/13 08:28:11] ppdet.engine INFO: Epoch: [19] [2600/3251] learning_rate: 0.181270 loss_vfl: 0.832601 loss_bbox: 0.301604 loss_dfl: 0.197445 loss: 1.356687 eta: 6 days, 13:00:06 batch_cost: 2.1341 data_cost: 0.0009 ips: 13.1202 images/s [11/13 08:28:57] ppdet.engine INFO: Epoch: [19] [2620/3251] learning_rate: 0.181259 loss_vfl: 0.826480 loss_bbox: 0.301195 loss_dfl: 0.186855 loss: 1.295790 eta: 6 days, 12:59:25 batch_cost: 2.1918 data_cost: 0.0013 ips: 12.7750 images/s [11/13 08:29:44] ppdet.engine INFO: Epoch: [19] [2640/3251] learning_rate: 0.181247 loss_vfl: 0.839103 loss_bbox: 0.292889 loss_dfl: 0.187987 loss: 1.320448 eta: 6 days, 12:58:32 batch_cost: 2.0481 data_cost: 0.0010 ips: 13.6714 images/s [11/13 08:30:29] ppdet.engine INFO: Epoch: [19] [2660/3251] learning_rate: 0.181236 loss_vfl: 0.839086 loss_bbox: 0.275720 loss_dfl: 0.178824 loss: 1.323619 eta: 6 days, 12:57:46 batch_cost: 2.1352 data_cost: 0.0009 ips: 13.1136 images/s [11/13 08:31:15] ppdet.engine INFO: Epoch: [19] [2680/3251] learning_rate: 0.181225 loss_vfl: 0.854473 loss_bbox: 0.294749 loss_dfl: 0.184754 loss: 1.326188 eta: 6 days, 12:57:02 batch_cost: 2.1614 data_cost: 0.0009 ips: 12.9546 images/s [11/13 08:32:01] ppdet.engine INFO: Epoch: [19] [2700/3251] learning_rate: 0.181214 loss_vfl: 0.833837 loss_bbox: 0.288784 loss_dfl: 0.189036 loss: 1.302433 eta: 6 days, 12:56:20 batch_cost: 2.1874 data_cost: 0.0010 ips: 12.8005 images/s [11/13 08:32:47] ppdet.engine INFO: Epoch: [19] [2720/3251] learning_rate: 0.181202 loss_vfl: 0.835414 loss_bbox: 0.292541 loss_dfl: 0.189768 loss: 1.326704 eta: 6 days, 12:55:38 batch_cost: 2.1843 data_cost: 0.0010 ips: 12.8190 images/s [11/13 08:33:34] ppdet.engine INFO: Epoch: [19] [2740/3251] learning_rate: 0.181191 loss_vfl: 0.824908 loss_bbox: 0.331488 loss_dfl: 0.211781 loss: 1.359083 eta: 6 days, 12:54:52 batch_cost: 2.1397 data_cost: 0.0017 ips: 13.0859 images/s [11/13 08:34:19] ppdet.engine INFO: Epoch: [19] [2760/3251] learning_rate: 0.181180 loss_vfl: 0.839318 loss_bbox: 0.292643 loss_dfl: 0.196827 loss: 1.326212 eta: 6 days, 12:54:10 batch_cost: 2.1857 data_cost: 0.0010 ips: 12.8107 images/s [11/13 08:35:06] ppdet.engine INFO: Epoch: [19] [2780/3251] learning_rate: 0.181168 loss_vfl: 0.829671 loss_bbox: 0.316314 loss_dfl: 0.204983 loss: 1.376529 eta: 6 days, 12:53:30 batch_cost: 2.2059 data_cost: 0.0011 ips: 12.6931 images/s [11/13 08:35:55] ppdet.engine INFO: Epoch: [19] [2800/3251] learning_rate: 0.181157 loss_vfl: 0.839206 loss_bbox: 0.348672 loss_dfl: 0.217800 loss: 1.371177 eta: 6 days, 12:53:02 batch_cost: 2.3582 data_cost: 0.0016 ips: 11.8733 images/s [11/13 08:36:42] ppdet.engine INFO: Epoch: [19] [2820/3251] learning_rate: 0.181146 loss_vfl: 0.839103 loss_bbox: 0.309076 loss_dfl: 0.208533 loss: 1.367097 eta: 6 days, 12:52:21 batch_cost: 2.1944 data_cost: 0.0009 ips: 12.7598 images/s [11/13 08:37:30] ppdet.engine INFO: Epoch: [19] [2840/3251] learning_rate: 0.181135 loss_vfl: 0.857833 loss_bbox: 0.273376 loss_dfl: 0.178934 loss: 1.320733 eta: 6 days, 12:51:41 batch_cost: 2.2048 data_cost: 0.0011 ips: 12.6998 images/s [11/13 08:38:18] ppdet.engine INFO: Epoch: [19] [2860/3251] learning_rate: 0.181123 loss_vfl: 0.855388 loss_bbox: 0.251513 loss_dfl: 0.169118 loss: 1.319846 eta: 6 days, 12:51:05 batch_cost: 2.2674 data_cost: 0.0009 ips: 12.3487 images/s [11/13 08:39:03] ppdet.engine INFO: Epoch: [19] [2880/3251] learning_rate: 0.181112 loss_vfl: 0.822957 loss_bbox: 0.302723 loss_dfl: 0.200533 loss: 1.343592 eta: 6 days, 12:50:19 batch_cost: 2.1369 data_cost: 0.0013 ips: 13.1032 images/s [11/13 08:39:52] ppdet.engine INFO: Epoch: [19] [2900/3251] learning_rate: 0.181101 loss_vfl: 0.834435 loss_bbox: 0.292934 loss_dfl: 0.195376 loss: 1.343503 eta: 6 days, 12:49:47 batch_cost: 2.2999 data_cost: 0.0010 ips: 12.1743 images/s [11/13 08:40:37] ppdet.engine INFO: Epoch: [19] [2920/3251] learning_rate: 0.181089 loss_vfl: 0.858003 loss_bbox: 0.278050 loss_dfl: 0.188169 loss: 1.308753 eta: 6 days, 12:49:02 batch_cost: 2.1534 data_cost: 0.0010 ips: 13.0025 images/s [11/13 08:41:21] ppdet.engine INFO: Epoch: [19] [2940/3251] learning_rate: 0.181078 loss_vfl: 0.833256 loss_bbox: 0.313282 loss_dfl: 0.208235 loss: 1.367299 eta: 6 days, 12:48:11 batch_cost: 2.0659 data_cost: 0.0010 ips: 13.5535 images/s [11/13 08:42:11] ppdet.engine INFO: Epoch: [19] [2960/3251] learning_rate: 0.181067 loss_vfl: 0.835981 loss_bbox: 0.282071 loss_dfl: 0.187755 loss: 1.318905 eta: 6 days, 12:47:42 batch_cost: 2.3523 data_cost: 0.0016 ips: 11.9034 images/s [11/13 08:42:56] ppdet.engine INFO: Epoch: [19] [2980/3251] learning_rate: 0.181055 loss_vfl: 0.831476 loss_bbox: 0.307411 loss_dfl: 0.205263 loss: 1.333101 eta: 6 days, 12:46:51 batch_cost: 2.0703 data_cost: 0.0010 ips: 13.5249 images/s [11/13 08:43:43] ppdet.engine INFO: Epoch: [19] [3000/3251] learning_rate: 0.181044 loss_vfl: 0.843545 loss_bbox: 0.320584 loss_dfl: 0.198170 loss: 1.343872 eta: 6 days, 12:46:10 batch_cost: 2.1963 data_cost: 0.0009 ips: 12.7489 images/s [11/13 08:44:31] ppdet.engine INFO: Epoch: [19] [3020/3251] learning_rate: 0.181033 loss_vfl: 0.832804 loss_bbox: 0.264669 loss_dfl: 0.176024 loss: 1.277277 eta: 6 days, 12:45:32 batch_cost: 2.2380 data_cost: 0.0009 ips: 12.5112 images/s [11/13 08:45:19] ppdet.engine INFO: Epoch: [19] [3040/3251] learning_rate: 0.181021 loss_vfl: 0.832915 loss_bbox: 0.312076 loss_dfl: 0.201358 loss: 1.348032 eta: 6 days, 12:44:59 batch_cost: 2.2898 data_cost: 0.0010 ips: 12.2281 images/s [11/13 08:46:04] ppdet.engine INFO: Epoch: [19] [3060/3251] learning_rate: 0.181010 loss_vfl: 0.838578 loss_bbox: 0.310424 loss_dfl: 0.209481 loss: 1.343742 eta: 6 days, 12:44:14 batch_cost: 2.1479 data_cost: 0.0009 ips: 13.0363 images/s [11/13 08:46:50] ppdet.engine INFO: Epoch: [19] [3080/3251] learning_rate: 0.180999 loss_vfl: 0.820545 loss_bbox: 0.293126 loss_dfl: 0.179703 loss: 1.314929 eta: 6 days, 12:43:27 batch_cost: 2.1305 data_cost: 0.0010 ips: 13.1423 images/s [11/13 08:47:35] ppdet.engine INFO: Epoch: [19] [3100/3251] learning_rate: 0.180987 loss_vfl: 0.848518 loss_bbox: 0.265438 loss_dfl: 0.175030 loss: 1.315741 eta: 6 days, 12:42:34 batch_cost: 2.0495 data_cost: 0.0012 ips: 13.6617 images/s [11/13 08:48:20] ppdet.engine INFO: Epoch: [19] [3120/3251] learning_rate: 0.180976 loss_vfl: 0.846541 loss_bbox: 0.331777 loss_dfl: 0.214892 loss: 1.356458 eta: 6 days, 12:41:38 batch_cost: 2.0042 data_cost: 0.0009 ips: 13.9707 images/s [11/13 08:49:07] ppdet.engine INFO: Epoch: [19] [3140/3251] learning_rate: 0.180965 loss_vfl: 0.829325 loss_bbox: 0.312085 loss_dfl: 0.190576 loss: 1.337413 eta: 6 days, 12:40:54 batch_cost: 2.1613 data_cost: 0.0010 ips: 12.9553 images/s [11/13 08:49:52] ppdet.engine INFO: Epoch: [19] [3160/3251] learning_rate: 0.180953 loss_vfl: 0.837018 loss_bbox: 0.290084 loss_dfl: 0.198495 loss: 1.354543 eta: 6 days, 12:40:06 batch_cost: 2.1155 data_cost: 0.0010 ips: 13.2354 images/s [11/13 08:50:38] ppdet.engine INFO: Epoch: [19] [3180/3251] learning_rate: 0.180942 loss_vfl: 0.821155 loss_bbox: 0.307940 loss_dfl: 0.199856 loss: 1.368979 eta: 6 days, 12:39:18 batch_cost: 2.1052 data_cost: 0.0011 ips: 13.3005 images/s [11/13 08:51:24] ppdet.engine INFO: Epoch: [19] [3200/3251] learning_rate: 0.180931 loss_vfl: 0.868140 loss_bbox: 0.315672 loss_dfl: 0.204023 loss: 1.365724 eta: 6 days, 12:38:35 batch_cost: 2.1666 data_cost: 0.0010 ips: 12.9234 images/s [11/13 08:52:10] ppdet.engine INFO: Epoch: [19] [3220/3251] learning_rate: 0.180919 loss_vfl: 0.836204 loss_bbox: 0.273731 loss_dfl: 0.197988 loss: 1.294265 eta: 6 days, 12:37:46 batch_cost: 2.1041 data_cost: 0.0012 ips: 13.3071 images/s [11/13 08:52:55] ppdet.engine INFO: Epoch: [19] [3240/3251] learning_rate: 0.180908 loss_vfl: 0.843626 loss_bbox: 0.327359 loss_dfl: 0.194993 loss: 1.376642 eta: 6 days, 12:37:02 batch_cost: 2.1598 data_cost: 0.0018 ips: 12.9643 images/s [11/13 08:53:13] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_lcnet_2_5x_640_mainbody [11/13 08:53:14] ppdet.engine INFO: Eval iter: 0 [11/13 08:54:02] ppdet.engine INFO: Eval iter: 100 [11/13 08:54:28] ppdet.engine INFO: Eval iter: 200 [11/13 08:54:54] ppdet.engine INFO: Eval iter: 300 [11/13 08:55:21] ppdet.engine INFO: Eval iter: 400 [11/13 08:55:48] ppdet.engine INFO: Eval iter: 500 [11/13 08:56:15] ppdet.engine INFO: Eval iter: 600 [11/13 08:56:42] ppdet.engine INFO: Eval iter: 700 [11/13 08:57:09] ppdet.engine INFO: Eval iter: 800 [11/13 08:57:35] ppdet.engine INFO: Eval iter: 900 [11/13 08:58:01] ppdet.engine INFO: Eval iter: 1000 [11/13 08:58:27] ppdet.engine INFO: Eval iter: 1100 [11/13 08:58:53] ppdet.engine INFO: Eval iter: 1200 [11/13 08:59:19] ppdet.engine INFO: Eval iter: 1300 [11/13 08:59:45] ppdet.engine INFO: Eval iter: 1400 [11/13 09:00:11] ppdet.engine INFO: Eval iter: 1500 [11/13 09:00:38] ppdet.engine INFO: Eval iter: 1600 [11/13 09:01:05] ppdet.engine INFO: Eval iter: 1700 [11/13 09:01:32] ppdet.engine INFO: Eval iter: 1800 [11/13 09:01:58] ppdet.engine INFO: Eval iter: 1900 [11/13 09:02:24] ppdet.engine INFO: Eval iter: 2000 [11/13 09:02:52] ppdet.engine INFO: Eval iter: 2100 [11/13 09:03:21] ppdet.engine INFO: Eval iter: 2200 [11/13 09:03:50] ppdet.engine INFO: Eval iter: 2300 [11/13 09:04:53] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json. loading annotations into memory... Done (t=2.22s) creating index... index created! [11/13 09:04:56] ppdet.metrics.coco_utils INFO: Start evaluate... Loading and preparing results... DONE (t=18.64s) creating index... index created! Running per image evaluation... Evaluate annotation type *bbox* DONE (t=381.16s). Accumulating evaluation results... DONE (t=30.77s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.387 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.591 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.410 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.197 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.418 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.521 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.081 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.382 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.584 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.338 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.607 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.749 [11/13 09:12:10] ppdet.engine INFO: Total sample number: 19074, averge FPS: 28.79568963977241 [11/13 09:12:10] ppdet.engine INFO: Best test bbox ap is 0.392. [11/13 09:12:12] ppdet.engine INFO: Epoch: [20] [ 0/3251] learning_rate: 0.180902 loss_vfl: 0.853952 loss_bbox: 0.319668 loss_dfl: 0.195337 loss: 1.389741 eta: 6 days, 12:35:42 batch_cost: 1.3843 data_cost: 0.0013 ips: 20.2261 images/s [11/13 09:12:56] ppdet.engine INFO: Epoch: [20] [ 20/3251] learning_rate: 0.180890 loss_vfl: 0.822702 loss_bbox: 0.302839 loss_dfl: 0.191178 loss: 1.323396 eta: 6 days, 12:34:50 batch_cost: 2.0646 data_cost: 0.0011 ips: 13.5621 images/s [11/13 09:13:43] ppdet.engine INFO: Epoch: [20] [ 40/3251] learning_rate: 0.180879 loss_vfl: 0.856269 loss_bbox: 0.270792 loss_dfl: 0.183817 loss: 1.293236 eta: 6 days, 12:34:08 batch_cost: 2.1741 data_cost: 0.0009 ips: 12.8786 images/s [11/13 09:14:31] ppdet.engine INFO: Epoch: [20] [ 60/3251] learning_rate: 0.180868 loss_vfl: 0.837098 loss_bbox: 0.296936 loss_dfl: 0.192204 loss: 1.334183 eta: 6 days, 12:33:33 batch_cost: 2.2752 data_cost: 0.0010 ips: 12.3068 images/s [11/13 09:15:17] ppdet.engine INFO: Epoch: [20] [ 80/3251] learning_rate: 0.180856 loss_vfl: 0.840671 loss_bbox: 0.320367 loss_dfl: 0.195905 loss: 1.369509 eta: 6 days, 12:32:49 batch_cost: 2.1670 data_cost: 0.0010 ips: 12.9212 images/s [11/13 09:16:03] ppdet.engine INFO: Epoch: [20] [ 100/3251] learning_rate: 0.180845 loss_vfl: 0.813585 loss_bbox: 0.280280 loss_dfl: 0.191213 loss: 1.313466 eta: 6 days, 12:32:05 batch_cost: 2.1576 data_cost: 0.0010 ips: 12.9774 images/s [11/13 09:16:49] ppdet.engine INFO: Epoch: [20] [ 120/3251] learning_rate: 0.180833 loss_vfl: 0.819333 loss_bbox: 0.273636 loss_dfl: 0.186354 loss: 1.288361 eta: 6 days, 12:31:10 batch_cost: 2.0132 data_cost: 0.0010 ips: 13.9081 images/s [11/13 09:17:35] ppdet.engine INFO: Epoch: [20] [ 140/3251] learning_rate: 0.180822 loss_vfl: 0.847984 loss_bbox: 0.296057 loss_dfl: 0.194993 loss: 1.319138 eta: 6 days, 12:30:23 batch_cost: 2.1277 data_cost: 0.0017 ips: 13.1598 images/s [11/13 09:18:24] ppdet.engine INFO: Epoch: [20] [ 160/3251] learning_rate: 0.180811 loss_vfl: 0.821861 loss_bbox: 0.283334 loss_dfl: 0.189670 loss: 1.306482 eta: 6 days, 12:29:45 batch_cost: 2.2328 data_cost: 0.0011 ips: 12.5404 images/s [11/13 09:19:08] ppdet.engine INFO: Epoch: [20] [ 180/3251] learning_rate: 0.180799 loss_vfl: 0.815958 loss_bbox: 0.328466 loss_dfl: 0.203949 loss: 1.331645 eta: 6 days, 12:28:58 batch_cost: 2.1213 data_cost: 0.0011 ips: 13.1996 images/s [11/13 09:19:54] ppdet.engine INFO: Epoch: [20] [ 200/3251] learning_rate: 0.180788 loss_vfl: 0.828489 loss_bbox: 0.289280 loss_dfl: 0.185534 loss: 1.299042 eta: 6 days, 12:28:14 batch_cost: 2.1564 data_cost: 0.0009 ips: 12.9844 images/s [11/13 09:20:40] ppdet.engine INFO: Epoch: [20] [ 220/3251] learning_rate: 0.180777 loss_vfl: 0.823974 loss_bbox: 0.302387 loss_dfl: 0.195749 loss: 1.324326 eta: 6 days, 12:27:32 batch_cost: 2.1891 data_cost: 0.0010 ips: 12.7905 images/s [11/13 09:21:26] ppdet.engine INFO: Epoch: [20] [ 240/3251] learning_rate: 0.180765 loss_vfl: 0.831358 loss_bbox: 0.297712 loss_dfl: 0.192866 loss: 1.363293 eta: 6 days, 12:26:49 batch_cost: 2.1743 data_cost: 0.0011 ips: 12.8780 images/s [11/13 09:22:10] ppdet.engine INFO: Epoch: [20] [ 260/3251] learning_rate: 0.180754 loss_vfl: 0.837810 loss_bbox: 0.304958 loss_dfl: 0.189076 loss: 1.329722 eta: 6 days, 12:25:59 batch_cost: 2.0748 data_cost: 0.0010 ips: 13.4955 images/s [11/13 09:22:57] ppdet.engine INFO: Epoch: [20] [ 280/3251] learning_rate: 0.180742 loss_vfl: 0.827008 loss_bbox: 0.269575 loss_dfl: 0.177964 loss: 1.284480 eta: 6 days, 12:25:19 batch_cost: 2.2208 data_cost: 0.0010 ips: 12.6082 images/s [11/13 09:23:44] ppdet.engine INFO: Epoch: [20] [ 300/3251] learning_rate: 0.180731 loss_vfl: 0.854128 loss_bbox: 0.297487 loss_dfl: 0.199361 loss: 1.354188 eta: 6 days, 12:24:43 batch_cost: 2.2499 data_cost: 0.0010 ips: 12.4448 images/s [11/13 09:24:29] ppdet.engine INFO: Epoch: [20] [ 320/3251] learning_rate: 0.180720 loss_vfl: 0.864462 loss_bbox: 0.284853 loss_dfl: 0.188756 loss: 1.329146 eta: 6 days, 12:23:58 batch_cost: 2.1496 data_cost: 0.0013 ips: 13.0258 images/s [11/13 09:25:15] ppdet.engine INFO: Epoch: [20] [ 340/3251] learning_rate: 0.180708 loss_vfl: 0.834824 loss_bbox: 0.325324 loss_dfl: 0.195810 loss: 1.353102 eta: 6 days, 12:23:14 batch_cost: 2.1676 data_cost: 0.0009 ips: 12.9176 images/s [11/13 09:26:03] ppdet.engine INFO: Epoch: [20] [ 360/3251] learning_rate: 0.180697 loss_vfl: 0.822626 loss_bbox: 0.264804 loss_dfl: 0.175834 loss: 1.260479 eta: 6 days, 12:22:40 batch_cost: 2.2781 data_cost: 0.0011 ips: 12.2910 images/s [11/13 09:26:48] ppdet.engine INFO: Epoch: [20] [ 380/3251] learning_rate: 0.180685 loss_vfl: 0.815382 loss_bbox: 0.333881 loss_dfl: 0.203442 loss: 1.349307 eta: 6 days, 12:21:51 batch_cost: 2.0947 data_cost: 0.0017 ips: 13.3672 images/s [11/13 09:27:34] ppdet.engine INFO: Epoch: [20] [ 400/3251] learning_rate: 0.180674 loss_vfl: 0.855356 loss_bbox: 0.344888 loss_dfl: 0.196420 loss: 1.376457 eta: 6 days, 12:21:09 batch_cost: 2.1887 data_cost: 0.0010 ips: 12.7929 images/s [11/13 09:28:20] ppdet.engine INFO: Epoch: [20] [ 420/3251] learning_rate: 0.180662 loss_vfl: 0.848245 loss_bbox: 0.306635 loss_dfl: 0.189792 loss: 1.358345 eta: 6 days, 12:20:28 batch_cost: 2.1997 data_cost: 0.0009 ips: 12.7292 images/s [11/13 09:29:09] ppdet.engine INFO: Epoch: [20] [ 440/3251] learning_rate: 0.180651 loss_vfl: 0.816033 loss_bbox: 0.328828 loss_dfl: 0.206969 loss: 1.364935 eta: 6 days, 12:19:49 batch_cost: 2.2177 data_cost: 0.0013 ips: 12.6258 images/s [11/13 09:29:55] ppdet.engine INFO: Epoch: [20] [ 460/3251] learning_rate: 0.180640 loss_vfl: 0.829548 loss_bbox: 0.251914 loss_dfl: 0.181039 loss: 1.276510 eta: 6 days, 12:19:07 batch_cost: 2.1880 data_cost: 0.0010 ips: 12.7969 images/s [11/13 09:30:42] ppdet.engine INFO: Epoch: [20] [ 480/3251] learning_rate: 0.180628 loss_vfl: 0.814539 loss_bbox: 0.304749 loss_dfl: 0.190127 loss: 1.305693 eta: 6 days, 12:18:27 batch_cost: 2.2034 data_cost: 0.0011 ips: 12.7077 images/s [11/13 09:31:28] ppdet.engine INFO: Epoch: [20] [ 500/3251] learning_rate: 0.180617 loss_vfl: 0.862574 loss_bbox: 0.260366 loss_dfl: 0.171646 loss: 1.283960 eta: 6 days, 12:17:42 batch_cost: 2.1531 data_cost: 0.0011 ips: 13.0046 images/s [11/13 09:32:14] ppdet.engine INFO: Epoch: [20] [ 520/3251] learning_rate: 0.180605 loss_vfl: 0.836773 loss_bbox: 0.309618 loss_dfl: 0.198132 loss: 1.325201 eta: 6 days, 12:17:05 batch_cost: 2.2400 data_cost: 0.0009 ips: 12.4998 images/s [11/13 09:32:59] ppdet.engine INFO: Epoch: [20] [ 540/3251] learning_rate: 0.180594 loss_vfl: 0.834988 loss_bbox: 0.248007 loss_dfl: 0.168942 loss: 1.277644 eta: 6 days, 12:16:21 batch_cost: 2.1651 data_cost: 0.0010 ips: 12.9325 images/s [11/13 09:33:46] ppdet.engine INFO: Epoch: [20] [ 560/3251] learning_rate: 0.180582 loss_vfl: 0.852228 loss_bbox: 0.282884 loss_dfl: 0.185146 loss: 1.320201 eta: 6 days, 12:15:40 batch_cost: 2.1932 data_cost: 0.0013 ips: 12.7666 images/s [11/13 09:34:31] ppdet.engine INFO: Epoch: [20] [ 580/3251] learning_rate: 0.180571 loss_vfl: 0.815956 loss_bbox: 0.304815 loss_dfl: 0.193078 loss: 1.337567 eta: 6 days, 12:14:57 batch_cost: 2.1818 data_cost: 0.0009 ips: 12.8336 images/s [11/13 09:35:18] ppdet.engine INFO: Epoch: [20] [ 600/3251] learning_rate: 0.180560 loss_vfl: 0.851594 loss_bbox: 0.258391 loss_dfl: 0.168212 loss: 1.294266 eta: 6 days, 12:14:05 batch_cost: 2.0574 data_cost: 0.0009 ips: 13.6096 images/s [11/13 09:36:04] ppdet.engine INFO: Epoch: [20] [ 620/3251] learning_rate: 0.180548 loss_vfl: 0.836140 loss_bbox: 0.313280 loss_dfl: 0.199312 loss: 1.339858 eta: 6 days, 12:13:22 batch_cost: 2.1698 data_cost: 0.0010 ips: 12.9044 images/s [11/13 09:36:49] ppdet.engine INFO: Epoch: [20] [ 640/3251] learning_rate: 0.180537 loss_vfl: 0.839249 loss_bbox: 0.306715 loss_dfl: 0.206973 loss: 1.335480 eta: 6 days, 12:12:37 batch_cost: 2.1502 data_cost: 0.0013 ips: 13.0218 images/s [11/13 09:37:34] ppdet.engine INFO: Epoch: [20] [ 660/3251] learning_rate: 0.180525 loss_vfl: 0.834737 loss_bbox: 0.275574 loss_dfl: 0.178879 loss: 1.323134 eta: 6 days, 12:11:47 batch_cost: 2.0773 data_cost: 0.0010 ips: 13.4790 images/s [11/13 09:38:19] ppdet.engine INFO: Epoch: [20] [ 680/3251] learning_rate: 0.180514 loss_vfl: 0.852966 loss_bbox: 0.334059 loss_dfl: 0.205418 loss: 1.368876 eta: 6 days, 12:11:01 batch_cost: 2.1342 data_cost: 0.0013 ips: 13.1197 images/s [11/13 09:39:04] ppdet.engine INFO: Epoch: [20] [ 700/3251] learning_rate: 0.180502 loss_vfl: 0.826344 loss_bbox: 0.283692 loss_dfl: 0.196534 loss: 1.333634 eta: 6 days, 12:10:16 batch_cost: 2.1459 data_cost: 0.0010 ips: 13.0481 images/s [11/13 09:39:50] ppdet.engine INFO: Epoch: [20] [ 720/3251] learning_rate: 0.180491 loss_vfl: 0.853718 loss_bbox: 0.301172 loss_dfl: 0.189428 loss: 1.348269 eta: 6 days, 12:09:35 batch_cost: 2.1936 data_cost: 0.0009 ips: 12.7644 images/s [11/13 09:40:36] ppdet.engine INFO: Epoch: [20] [ 740/3251] learning_rate: 0.180479 loss_vfl: 0.838030 loss_bbox: 0.322564 loss_dfl: 0.199540 loss: 1.373371 eta: 6 days, 12:08:54 batch_cost: 2.1983 data_cost: 0.0011 ips: 12.7368 images/s [11/13 09:41:23] ppdet.engine INFO: Epoch: [20] [ 760/3251] learning_rate: 0.180468 loss_vfl: 0.830504 loss_bbox: 0.284255 loss_dfl: 0.187169 loss: 1.335750 eta: 6 days, 12:08:08 batch_cost: 2.1423 data_cost: 0.0013 ips: 13.0703 images/s [11/13 09:42:09] ppdet.engine INFO: Epoch: [20] [ 780/3251] learning_rate: 0.180456 loss_vfl: 0.825654 loss_bbox: 0.306843 loss_dfl: 0.202429 loss: 1.340176 eta: 6 days, 12:07:27 batch_cost: 2.1915 data_cost: 0.0009 ips: 12.7765 images/s [11/13 09:42:55] ppdet.engine INFO: Epoch: [20] [ 800/3251] learning_rate: 0.180445 loss_vfl: 0.836381 loss_bbox: 0.290558 loss_dfl: 0.196719 loss: 1.353012 eta: 6 days, 12:06:42 batch_cost: 2.1457 data_cost: 0.0009 ips: 13.0491 images/s [11/13 09:43:41] ppdet.engine INFO: Epoch: [20] [ 820/3251] learning_rate: 0.180433 loss_vfl: 0.836841 loss_bbox: 0.297880 loss_dfl: 0.185770 loss: 1.340630 eta: 6 days, 12:06:00 batch_cost: 2.1828 data_cost: 0.0010 ips: 12.8274 images/s [11/13 09:44:29] ppdet.engine INFO: Epoch: [20] [ 840/3251] learning_rate: 0.180422 loss_vfl: 0.828466 loss_bbox: 0.276907 loss_dfl: 0.175824 loss: 1.299351 eta: 6 days, 12:05:18 batch_cost: 2.1880 data_cost: 0.0010 ips: 12.7972 images/s [11/13 09:45:16] ppdet.engine INFO: Epoch: [20] [ 860/3251] learning_rate: 0.180410 loss_vfl: 0.809829 loss_bbox: 0.272954 loss_dfl: 0.177672 loss: 1.281821 eta: 6 days, 12:04:38 batch_cost: 2.2131 data_cost: 0.0015 ips: 12.6517 images/s [11/13 09:46:04] ppdet.engine INFO: Epoch: [20] [ 880/3251] learning_rate: 0.180399 loss_vfl: 0.855279 loss_bbox: 0.288483 loss_dfl: 0.192352 loss: 1.324748 eta: 6 days, 12:04:05 batch_cost: 2.2921 data_cost: 0.0009 ips: 12.2158 images/s [11/13 09:46:48] ppdet.engine INFO: Epoch: [20] [ 900/3251] learning_rate: 0.180387 loss_vfl: 0.818864 loss_bbox: 0.271884 loss_dfl: 0.187459 loss: 1.271273 eta: 6 days, 12:03:16 batch_cost: 2.0984 data_cost: 0.0011 ips: 13.3434 images/s [11/13 09:47:35] ppdet.engine INFO: Epoch: [20] [ 920/3251] learning_rate: 0.180376 loss_vfl: 0.863270 loss_bbox: 0.311827 loss_dfl: 0.198966 loss: 1.353968 eta: 6 days, 12:02:36 batch_cost: 2.2098 data_cost: 0.0012 ips: 12.6709 images/s [11/13 09:48:21] ppdet.engine INFO: Epoch: [20] [ 940/3251] learning_rate: 0.180364 loss_vfl: 0.841780 loss_bbox: 0.267395 loss_dfl: 0.177888 loss: 1.306551 eta: 6 days, 12:01:52 batch_cost: 2.1666 data_cost: 0.0011 ips: 12.9233 images/s [11/13 09:49:06] ppdet.engine INFO: Epoch: [20] [ 960/3251] learning_rate: 0.180353 loss_vfl: 0.834261 loss_bbox: 0.359676 loss_dfl: 0.211918 loss: 1.405002 eta: 6 days, 12:01:05 batch_cost: 2.1223 data_cost: 0.0013 ips: 13.1935 images/s [11/13 09:49:54] ppdet.engine INFO: Epoch: [20] [ 980/3251] learning_rate: 0.180341 loss_vfl: 0.834886 loss_bbox: 0.286287 loss_dfl: 0.191394 loss: 1.294145 eta: 6 days, 12:00:21 batch_cost: 2.1477 data_cost: 0.0010 ips: 13.0371 images/s [11/13 09:50:39] ppdet.engine INFO: Epoch: [20] [1000/3251] learning_rate: 0.180330 loss_vfl: 0.842836 loss_bbox: 0.278632 loss_dfl: 0.179024 loss: 1.278520 eta: 6 days, 11:59:35 batch_cost: 2.1450 data_cost: 0.0010 ips: 13.0534 images/s [11/13 09:51:24] ppdet.engine INFO: Epoch: [20] [1020/3251] learning_rate: 0.180318 loss_vfl: 0.843909 loss_bbox: 0.274568 loss_dfl: 0.175182 loss: 1.308900 eta: 6 days, 11:58:51 batch_cost: 2.1477 data_cost: 0.0009 ips: 13.0369 images/s [11/13 09:52:09] ppdet.engine INFO: Epoch: [20] [1040/3251] learning_rate: 0.180307 loss_vfl: 0.839322 loss_bbox: 0.291350 loss_dfl: 0.188753 loss: 1.332071 eta: 6 days, 11:58:04 batch_cost: 2.1275 data_cost: 0.0010 ips: 13.1609 images/s [11/13 09:52:54] ppdet.engine INFO: Epoch: [20] [1060/3251] learning_rate: 0.180295 loss_vfl: 0.847452 loss_bbox: 0.282874 loss_dfl: 0.183039 loss: 1.324211 eta: 6 days, 11:57:17 batch_cost: 2.1220 data_cost: 0.0010 ips: 13.1949 images/s [11/13 09:53:40] ppdet.engine INFO: Epoch: [20] [1080/3251] learning_rate: 0.180284 loss_vfl: 0.832201 loss_bbox: 0.303428 loss_dfl: 0.186950 loss: 1.306547 eta: 6 days, 11:56:33 batch_cost: 2.1546 data_cost: 0.0010 ips: 12.9952 images/s [11/13 09:54:23] ppdet.engine INFO: Epoch: [20] [1100/3251] learning_rate: 0.180272 loss_vfl: 0.848864 loss_bbox: 0.290132 loss_dfl: 0.189176 loss: 1.356023 eta: 6 days, 11:55:39 batch_cost: 2.0342 data_cost: 0.0009 ips: 13.7645 images/s [11/13 09:55:12] ppdet.engine INFO: Epoch: [20] [1120/3251] learning_rate: 0.180261 loss_vfl: 0.849931 loss_bbox: 0.296543 loss_dfl: 0.185034 loss: 1.325900 eta: 6 days, 11:55:03 batch_cost: 2.2647 data_cost: 0.0010 ips: 12.3636 images/s [11/13 09:55:57] ppdet.engine INFO: Epoch: [20] [1140/3251] learning_rate: 0.180249 loss_vfl: 0.839033 loss_bbox: 0.313320 loss_dfl: 0.193631 loss: 1.361653 eta: 6 days, 11:54:20 batch_cost: 2.1692 data_cost: 0.0009 ips: 12.9081 images/s [11/13 09:56:44] ppdet.engine INFO: Epoch: [20] [1160/3251] learning_rate: 0.180238 loss_vfl: 0.838217 loss_bbox: 0.280182 loss_dfl: 0.180220 loss: 1.311902 eta: 6 days, 11:53:38 batch_cost: 2.1834 data_cost: 0.0011 ips: 12.8242 images/s [11/13 09:57:30] ppdet.engine INFO: Epoch: [20] [1180/3251] learning_rate: 0.180226 loss_vfl: 0.877343 loss_bbox: 0.293075 loss_dfl: 0.177462 loss: 1.355144 eta: 6 days, 11:52:52 batch_cost: 2.1363 data_cost: 0.0010 ips: 13.1066 images/s [11/13 09:58:17] ppdet.engine INFO: Epoch: [20] [1200/3251] learning_rate: 0.180215 loss_vfl: 0.851886 loss_bbox: 0.287403 loss_dfl: 0.186704 loss: 1.304593 eta: 6 days, 11:52:15 batch_cost: 2.2530 data_cost: 0.0010 ips: 12.4281 images/s [11/13 09:59:03] ppdet.engine INFO: Epoch: [20] [1220/3251] learning_rate: 0.180203 loss_vfl: 0.859934 loss_bbox: 0.269044 loss_dfl: 0.186408 loss: 1.333756 eta: 6 days, 11:51:26 batch_cost: 2.0906 data_cost: 0.0010 ips: 13.3935 images/s [11/13 09:59:51] ppdet.engine INFO: Epoch: [20] [1240/3251] learning_rate: 0.180192 loss_vfl: 0.854936 loss_bbox: 0.338695 loss_dfl: 0.191982 loss: 1.390516 eta: 6 days, 11:50:48 batch_cost: 2.2371 data_cost: 0.0010 ips: 12.5161 images/s [11/13 10:00:39] ppdet.engine INFO: Epoch: [20] [1260/3251] learning_rate: 0.180180 loss_vfl: 0.834542 loss_bbox: 0.276793 loss_dfl: 0.174751 loss: 1.291875 eta: 6 days, 11:50:05 batch_cost: 2.1736 data_cost: 0.0017 ips: 12.8821 images/s [11/13 10:01:26] ppdet.engine INFO: Epoch: [20] [1280/3251] learning_rate: 0.180168 loss_vfl: 0.855334 loss_bbox: 0.282619 loss_dfl: 0.189470 loss: 1.337480 eta: 6 days, 11:49:30 batch_cost: 2.2649 data_cost: 0.0009 ips: 12.3627 images/s [11/13 10:02:11] ppdet.engine INFO: Epoch: [20] [1300/3251] learning_rate: 0.180157 loss_vfl: 0.830459 loss_bbox: 0.264026 loss_dfl: 0.173812 loss: 1.253510 eta: 6 days, 11:48:42 batch_cost: 2.1200 data_cost: 0.0010 ips: 13.2075 images/s [11/13 10:03:01] ppdet.engine INFO: Epoch: [20] [1320/3251] learning_rate: 0.180145 loss_vfl: 0.834650 loss_bbox: 0.266516 loss_dfl: 0.184099 loss: 1.305860 eta: 6 days, 11:48:11 batch_cost: 2.3159 data_cost: 0.0010 ips: 12.0905 images/s [11/13 10:03:47] ppdet.engine INFO: Epoch: [20] [1340/3251] learning_rate: 0.180134 loss_vfl: 0.823428 loss_bbox: 0.290972 loss_dfl: 0.181907 loss: 1.324924 eta: 6 days, 11:47:26 batch_cost: 2.1544 data_cost: 0.0009 ips: 12.9969 images/s [11/13 10:04:32] ppdet.engine INFO: Epoch: [20] [1360/3251] learning_rate: 0.180122 loss_vfl: 0.860730 loss_bbox: 0.325756 loss_dfl: 0.202849 loss: 1.416245 eta: 6 days, 11:46:43 batch_cost: 2.1628 data_cost: 0.0010 ips: 12.9464 images/s [11/13 10:05:18] ppdet.engine INFO: Epoch: [20] [1380/3251] learning_rate: 0.180111 loss_vfl: 0.839180 loss_bbox: 0.318032 loss_dfl: 0.202339 loss: 1.375503 eta: 6 days, 11:45:51 batch_cost: 2.0628 data_cost: 0.0009 ips: 13.5737 images/s [11/13 10:06:03] ppdet.engine INFO: Epoch: [20] [1400/3251] learning_rate: 0.180099 loss_vfl: 0.815191 loss_bbox: 0.302801 loss_dfl: 0.194216 loss: 1.339579 eta: 6 days, 11:44:59 batch_cost: 2.0552 data_cost: 0.0011 ips: 13.6237 images/s [11/13 10:06:49] ppdet.engine INFO: Epoch: [20] [1420/3251] learning_rate: 0.180088 loss_vfl: 0.849463 loss_bbox: 0.268725 loss_dfl: 0.169934 loss: 1.282617 eta: 6 days, 11:44:16 batch_cost: 2.1759 data_cost: 0.0009 ips: 12.8681 images/s [11/13 10:07:36] ppdet.engine INFO: Epoch: [20] [1440/3251] learning_rate: 0.180076 loss_vfl: 0.850277 loss_bbox: 0.291310 loss_dfl: 0.197252 loss: 1.347872 eta: 6 days, 11:43:31 batch_cost: 2.1458 data_cost: 0.0012 ips: 13.0490 images/s [11/13 10:08:21] ppdet.engine INFO: Epoch: [20] [1460/3251] learning_rate: 0.180064 loss_vfl: 0.845034 loss_bbox: 0.312504 loss_dfl: 0.197891 loss: 1.376604 eta: 6 days, 11:42:47 batch_cost: 2.1538 data_cost: 0.0009 ips: 13.0001 images/s [11/13 10:09:08] ppdet.engine INFO: Epoch: [20] [1480/3251] learning_rate: 0.180053 loss_vfl: 0.810970 loss_bbox: 0.298650 loss_dfl: 0.185189 loss: 1.331022 eta: 6 days, 11:42:07 batch_cost: 2.2175 data_cost: 0.0012 ips: 12.6266 images/s [11/13 10:09:55] ppdet.engine INFO: Epoch: [20] [1500/3251] learning_rate: 0.180041 loss_vfl: 0.822911 loss_bbox: 0.294327 loss_dfl: 0.186149 loss: 1.314364 eta: 6 days, 11:41:27 batch_cost: 2.2038 data_cost: 0.0009 ips: 12.7051 images/s [11/13 10:10:42] ppdet.engine INFO: Epoch: [20] [1520/3251] learning_rate: 0.180030 loss_vfl: 0.869768 loss_bbox: 0.319153 loss_dfl: 0.201955 loss: 1.351700 eta: 6 days, 11:40:47 batch_cost: 2.2195 data_cost: 0.0009 ips: 12.6157 images/s [11/13 10:11:27] ppdet.engine INFO: Epoch: [20] [1540/3251] learning_rate: 0.180018 loss_vfl: 0.831936 loss_bbox: 0.269999 loss_dfl: 0.190301 loss: 1.307441 eta: 6 days, 11:40:04 batch_cost: 2.1708 data_cost: 0.0013 ips: 12.8988 images/s [11/13 10:12:13] ppdet.engine INFO: Epoch: [20] [1560/3251] learning_rate: 0.180006 loss_vfl: 0.843818 loss_bbox: 0.321522 loss_dfl: 0.199642 loss: 1.384865 eta: 6 days, 11:39:20 batch_cost: 2.1544 data_cost: 0.0010 ips: 12.9969 images/s [11/13 10:13:00] ppdet.engine INFO: Epoch: [20] [1580/3251] learning_rate: 0.179995 loss_vfl: 0.816794 loss_bbox: 0.310569 loss_dfl: 0.185875 loss: 1.269068 eta: 6 days, 11:38:39 batch_cost: 2.1949 data_cost: 0.0011 ips: 12.7569 images/s [11/13 10:13:48] ppdet.engine INFO: Epoch: [20] [1600/3251] learning_rate: 0.179983 loss_vfl: 0.854735 loss_bbox: 0.291882 loss_dfl: 0.179624 loss: 1.341223 eta: 6 days, 11:37:54 batch_cost: 2.1440 data_cost: 0.0009 ips: 13.0599 images/s [11/13 10:14:33] ppdet.engine INFO: Epoch: [20] [1620/3251] learning_rate: 0.179972 loss_vfl: 0.816418 loss_bbox: 0.271745 loss_dfl: 0.173351 loss: 1.263606 eta: 6 days, 11:37:06 batch_cost: 2.1082 data_cost: 0.0111 ips: 13.2815 images/s [11/13 10:15:18] ppdet.engine INFO: Epoch: [20] [1640/3251] learning_rate: 0.179960 loss_vfl: 0.839981 loss_bbox: 0.313877 loss_dfl: 0.202960 loss: 1.332360 eta: 6 days, 11:36:16 batch_cost: 2.0881 data_cost: 0.0014 ips: 13.4092 images/s [11/13 10:16:04] ppdet.engine INFO: Epoch: [20] [1660/3251] learning_rate: 0.179948 loss_vfl: 0.847287 loss_bbox: 0.299817 loss_dfl: 0.197670 loss: 1.361386 eta: 6 days, 11:35:35 batch_cost: 2.1996 data_cost: 0.0010 ips: 12.7295 images/s [11/13 10:16:52] ppdet.engine INFO: Epoch: [20] [1680/3251] learning_rate: 0.179937 loss_vfl: 0.819963 loss_bbox: 0.317184 loss_dfl: 0.209149 loss: 1.332516 eta: 6 days, 11:35:00 batch_cost: 2.2659 data_cost: 0.0011 ips: 12.3570 images/s [11/13 10:17:38] ppdet.engine INFO: Epoch: [20] [1700/3251] learning_rate: 0.179925 loss_vfl: 0.833510 loss_bbox: 0.289279 loss_dfl: 0.194980 loss: 1.333100 eta: 6 days, 11:34:16 batch_cost: 2.1685 data_cost: 0.0010 ips: 12.9122 images/s [11/13 10:18:24] ppdet.engine INFO: Epoch: [20] [1720/3251] learning_rate: 0.179914 loss_vfl: 0.856997 loss_bbox: 0.293384 loss_dfl: 0.186291 loss: 1.302413 eta: 6 days, 11:33:36 batch_cost: 2.2053 data_cost: 0.0009 ips: 12.6965 images/s [11/13 10:19:09] ppdet.engine INFO: Epoch: [20] [1740/3251] learning_rate: 0.179902 loss_vfl: 0.850907 loss_bbox: 0.311779 loss_dfl: 0.187876 loss: 1.341814 eta: 6 days, 11:32:51 batch_cost: 2.1504 data_cost: 0.0010 ips: 13.0206 images/s [11/13 10:19:56] ppdet.engine INFO: Epoch: [20] [1760/3251] learning_rate: 0.179890 loss_vfl: 0.836924 loss_bbox: 0.283272 loss_dfl: 0.181059 loss: 1.318803 eta: 6 days, 11:32:11 batch_cost: 2.2147 data_cost: 0.0010 ips: 12.6426 images/s [11/13 10:20:45] ppdet.engine INFO: Epoch: [20] [1780/3251] learning_rate: 0.179879 loss_vfl: 0.848965 loss_bbox: 0.325876 loss_dfl: 0.201832 loss: 1.369984 eta: 6 days, 11:31:39 batch_cost: 2.3112 data_cost: 0.0009 ips: 12.1148 images/s [11/13 10:21:29] ppdet.engine INFO: Epoch: [20] [1800/3251] learning_rate: 0.179867 loss_vfl: 0.834733 loss_bbox: 0.287102 loss_dfl: 0.184373 loss: 1.305994 eta: 6 days, 11:30:45 batch_cost: 2.0255 data_cost: 0.0011 ips: 13.8239 images/s [11/13 10:22:15] ppdet.engine INFO: Epoch: [20] [1820/3251] learning_rate: 0.179855 loss_vfl: 0.856594 loss_bbox: 0.292513 loss_dfl: 0.189469 loss: 1.362195 eta: 6 days, 11:30:01 batch_cost: 2.1618 data_cost: 0.0040 ips: 12.9523 images/s [11/13 10:23:02] ppdet.engine INFO: Epoch: [20] [1840/3251] learning_rate: 0.179844 loss_vfl: 0.843619 loss_bbox: 0.281164 loss_dfl: 0.186088 loss: 1.310906 eta: 6 days, 11:29:17 batch_cost: 2.1605 data_cost: 0.0018 ips: 12.9597 images/s [11/13 10:23:48] ppdet.engine INFO: Epoch: [20] [1860/3251] learning_rate: 0.179832 loss_vfl: 0.834520 loss_bbox: 0.297844 loss_dfl: 0.195626 loss: 1.341376 eta: 6 days, 11:28:32 batch_cost: 2.1455 data_cost: 0.0010 ips: 13.0503 images/s [11/13 10:24:35] ppdet.engine INFO: Epoch: [20] [1880/3251] learning_rate: 0.179821 loss_vfl: 0.829018 loss_bbox: 0.290628 loss_dfl: 0.184427 loss: 1.301235 eta: 6 days, 11:27:57 batch_cost: 2.2710 data_cost: 0.0009 ips: 12.3293 images/s [11/13 10:25:21] ppdet.engine INFO: Epoch: [20] [1900/3251] learning_rate: 0.179809 loss_vfl: 0.814918 loss_bbox: 0.304675 loss_dfl: 0.191786 loss: 1.330759 eta: 6 days, 11:27:13 batch_cost: 2.1669 data_cost: 0.0010 ips: 12.9215 images/s [11/13 10:26:07] ppdet.engine INFO: Epoch: [20] [1920/3251] learning_rate: 0.179797 loss_vfl: 0.847447 loss_bbox: 0.269752 loss_dfl: 0.181457 loss: 1.325594 eta: 6 days, 11:26:30 batch_cost: 2.1663 data_cost: 0.0009 ips: 12.9253 images/s [11/13 10:26:54] ppdet.engine INFO: Epoch: [20] [1940/3251] learning_rate: 0.179786 loss_vfl: 0.840585 loss_bbox: 0.266148 loss_dfl: 0.176136 loss: 1.261692 eta: 6 days, 11:25:47 batch_cost: 2.1778 data_cost: 0.0010 ips: 12.8572 images/s [11/13 10:27:39] ppdet.engine INFO: Epoch: [20] [1960/3251] learning_rate: 0.179774 loss_vfl: 0.821935 loss_bbox: 0.285279 loss_dfl: 0.192449 loss: 1.321734 eta: 6 days, 11:24:58 batch_cost: 2.0851 data_cost: 0.0014 ips: 13.4288 images/s [11/13 10:28:26] ppdet.engine INFO: Epoch: [20] [1980/3251] learning_rate: 0.179762 loss_vfl: 0.825937 loss_bbox: 0.298484 loss_dfl: 0.187932 loss: 1.311346 eta: 6 days, 11:24:15 batch_cost: 2.1764 data_cost: 0.0010 ips: 12.8653 images/s [11/13 10:29:11] ppdet.engine INFO: Epoch: [20] [2000/3251] learning_rate: 0.179751 loss_vfl: 0.848627 loss_bbox: 0.320325 loss_dfl: 0.207615 loss: 1.396981 eta: 6 days, 11:23:33 batch_cost: 2.1815 data_cost: 0.0010 ips: 12.8355 images/s [11/13 10:29:58] ppdet.engine INFO: Epoch: [20] [2020/3251] learning_rate: 0.179739 loss_vfl: 0.824191 loss_bbox: 0.288900 loss_dfl: 0.185048 loss: 1.319181 eta: 6 days, 11:22:56 batch_cost: 2.2512 data_cost: 0.0013 ips: 12.4381 images/s [11/13 10:30:46] ppdet.engine INFO: Epoch: [20] [2040/3251] learning_rate: 0.179727 loss_vfl: 0.815623 loss_bbox: 0.285649 loss_dfl: 0.189694 loss: 1.295646 eta: 6 days, 11:22:20 batch_cost: 2.2629 data_cost: 0.0011 ips: 12.3736 images/s [11/13 10:31:31] ppdet.engine INFO: Epoch: [20] [2060/3251] learning_rate: 0.179716 loss_vfl: 0.823632 loss_bbox: 0.289038 loss_dfl: 0.180910 loss: 1.289033 eta: 6 days, 11:21:29 batch_cost: 2.0664 data_cost: 0.0010 ips: 13.5500 images/s [11/13 10:32:18] ppdet.engine INFO: Epoch: [20] [2080/3251] learning_rate: 0.179704 loss_vfl: 0.843713 loss_bbox: 0.312970 loss_dfl: 0.201682 loss: 1.360986 eta: 6 days, 11:20:47 batch_cost: 2.1926 data_cost: 0.0011 ips: 12.7703 images/s [11/13 10:33:03] ppdet.engine INFO: Epoch: [20] [2100/3251] learning_rate: 0.179692 loss_vfl: 0.832067 loss_bbox: 0.310204 loss_dfl: 0.187999 loss: 1.339303 eta: 6 days, 11:19:55 batch_cost: 2.0586 data_cost: 0.0010 ips: 13.6013 images/s [11/13 10:33:50] ppdet.engine INFO: Epoch: [20] [2120/3251] learning_rate: 0.179681 loss_vfl: 0.826535 loss_bbox: 0.286851 loss_dfl: 0.186663 loss: 1.303283 eta: 6 days, 11:19:17 batch_cost: 2.2262 data_cost: 0.0011 ips: 12.5775 images/s [11/13 10:34:37] ppdet.engine INFO: Epoch: [20] [2140/3251] learning_rate: 0.179669 loss_vfl: 0.838719 loss_bbox: 0.289374 loss_dfl: 0.201121 loss: 1.328188 eta: 6 days, 11:18:38 batch_cost: 2.2264 data_cost: 0.0010 ips: 12.5761 images/s [11/13 10:35:22] ppdet.engine INFO: Epoch: [20] [2160/3251] learning_rate: 0.179657 loss_vfl: 0.836133 loss_bbox: 0.301191 loss_dfl: 0.193300 loss: 1.337568 eta: 6 days, 11:17:45 batch_cost: 2.0476 data_cost: 0.0015 ips: 13.6745 images/s [11/13 10:36:07] ppdet.engine INFO: Epoch: [20] [2180/3251] learning_rate: 0.179646 loss_vfl: 0.839165 loss_bbox: 0.283760 loss_dfl: 0.186964 loss: 1.317171 eta: 6 days, 11:16:59 batch_cost: 2.1288 data_cost: 0.0010 ips: 13.1532 images/s [11/13 10:36:52] ppdet.engine INFO: Epoch: [20] [2200/3251] learning_rate: 0.179634 loss_vfl: 0.819701 loss_bbox: 0.321964 loss_dfl: 0.203313 loss: 1.349248 eta: 6 days, 11:16:17 batch_cost: 2.1860 data_cost: 0.0012 ips: 12.8089 images/s [11/13 10:37:38] ppdet.engine INFO: Epoch: [20] [2220/3251] learning_rate: 0.179622 loss_vfl: 0.864201 loss_bbox: 0.234303 loss_dfl: 0.170681 loss: 1.272752 eta: 6 days, 11:15:35 batch_cost: 2.1917 data_cost: 0.0010 ips: 12.7752 images/s [11/13 10:38:24] ppdet.engine INFO: Epoch: [20] [2240/3251] learning_rate: 0.179611 loss_vfl: 0.840716 loss_bbox: 0.322379 loss_dfl: 0.199573 loss: 1.328352 eta: 6 days, 11:14:53 batch_cost: 2.1767 data_cost: 0.0010 ips: 12.8634 images/s [11/13 10:39:10] ppdet.engine INFO: Epoch: [20] [2260/3251] learning_rate: 0.179599 loss_vfl: 0.821652 loss_bbox: 0.324119 loss_dfl: 0.199757 loss: 1.341981 eta: 6 days, 11:14:05 batch_cost: 2.1120 data_cost: 0.0015 ips: 13.2579 images/s [11/13 10:39:55] ppdet.engine INFO: Epoch: [20] [2280/3251] learning_rate: 0.179587 loss_vfl: 0.836020 loss_bbox: 0.281583 loss_dfl: 0.194329 loss: 1.305466 eta: 6 days, 11:13:20 batch_cost: 2.1401 data_cost: 0.0009 ips: 13.0834 images/s [11/13 10:40:42] ppdet.engine INFO: Epoch: [20] [2300/3251] learning_rate: 0.179575 loss_vfl: 0.830670 loss_bbox: 0.269722 loss_dfl: 0.177582 loss: 1.266911 eta: 6 days, 11:12:42 batch_cost: 2.2382 data_cost: 0.0011 ips: 12.5099 images/s [11/13 10:41:28] ppdet.engine INFO: Epoch: [20] [2320/3251] learning_rate: 0.179564 loss_vfl: 0.842544 loss_bbox: 0.279792 loss_dfl: 0.200797 loss: 1.347964 eta: 6 days, 11:11:56 batch_cost: 2.1308 data_cost: 0.0011 ips: 13.1408 images/s [11/13 10:42:14] ppdet.engine INFO: Epoch: [20] [2340/3251] learning_rate: 0.179552 loss_vfl: 0.838823 loss_bbox: 0.302487 loss_dfl: 0.188999 loss: 1.293744 eta: 6 days, 11:11:13 batch_cost: 2.1788 data_cost: 0.0013 ips: 12.8509 images/s [11/13 10:43:01] ppdet.engine INFO: Epoch: [20] [2360/3251] learning_rate: 0.179540 loss_vfl: 0.827458 loss_bbox: 0.291011 loss_dfl: 0.199024 loss: 1.328174 eta: 6 days, 11:10:34 batch_cost: 2.2291 data_cost: 0.0014 ips: 12.5612 images/s [11/13 10:43:48] ppdet.engine INFO: Epoch: [20] [2380/3251] learning_rate: 0.179529 loss_vfl: 0.833150 loss_bbox: 0.313389 loss_dfl: 0.201195 loss: 1.364629 eta: 6 days, 11:09:51 batch_cost: 2.1731 data_cost: 0.0009 ips: 12.8846 images/s [11/13 10:44:33] ppdet.engine INFO: Epoch: [20] [2400/3251] learning_rate: 0.179517 loss_vfl: 0.847748 loss_bbox: 0.308435 loss_dfl: 0.195057 loss: 1.341277 eta: 6 days, 11:09:10 batch_cost: 2.1871 data_cost: 0.0010 ips: 12.8022 images/s [11/13 10:45:21] ppdet.engine INFO: Epoch: [20] [2420/3251] learning_rate: 0.179505 loss_vfl: 0.844457 loss_bbox: 0.303829 loss_dfl: 0.206265 loss: 1.354857 eta: 6 days, 11:08:32 batch_cost: 2.2437 data_cost: 0.0010 ips: 12.4794 images/s [11/13 10:46:07] ppdet.engine INFO: Epoch: [20] [2440/3251] learning_rate: 0.179493 loss_vfl: 0.843492 loss_bbox: 0.309708 loss_dfl: 0.199627 loss: 1.338028 eta: 6 days, 11:07:48 batch_cost: 2.1585 data_cost: 0.0011 ips: 12.9720 images/s [11/13 10:46:54] ppdet.engine INFO: Epoch: [20] [2460/3251] learning_rate: 0.179482 loss_vfl: 0.827725 loss_bbox: 0.291063 loss_dfl: 0.190058 loss: 1.320773 eta: 6 days, 11:07:09 batch_cost: 2.2307 data_cost: 0.0010 ips: 12.5519 images/s [11/13 10:47:40] ppdet.engine INFO: Epoch: [20] [2480/3251] learning_rate: 0.179470 loss_vfl: 0.830950 loss_bbox: 0.291446 loss_dfl: 0.186290 loss: 1.309641 eta: 6 days, 11:06:21 batch_cost: 2.1010 data_cost: 0.0010 ips: 13.3268 images/s [11/13 10:48:26] ppdet.engine INFO: Epoch: [20] [2500/3251] learning_rate: 0.179458 loss_vfl: 0.838637 loss_bbox: 0.292516 loss_dfl: 0.190967 loss: 1.321636 eta: 6 days, 11:05:43 batch_cost: 2.2400 data_cost: 0.0011 ips: 12.4998 images/s [11/13 10:49:10] ppdet.engine INFO: Epoch: [20] [2520/3251] learning_rate: 0.179446 loss_vfl: 0.838249 loss_bbox: 0.297525 loss_dfl: 0.193555 loss: 1.316742 eta: 6 days, 11:04:43 batch_cost: 1.9481 data_cost: 0.0012 ips: 14.3732 images/s [11/13 10:49:57] ppdet.engine INFO: Epoch: [20] [2540/3251] learning_rate: 0.179435 loss_vfl: 0.844542 loss_bbox: 0.301062 loss_dfl: 0.189229 loss: 1.358281 eta: 6 days, 11:04:05 batch_cost: 2.2422 data_cost: 0.0016 ips: 12.4877 images/s [11/13 10:50:45] ppdet.engine INFO: Epoch: [20] [2560/3251] learning_rate: 0.179423 loss_vfl: 0.816486 loss_bbox: 0.275124 loss_dfl: 0.180798 loss: 1.298983 eta: 6 days, 11:03:31 batch_cost: 2.2859 data_cost: 0.0010 ips: 12.2490 images/s [11/13 10:51:31] ppdet.engine INFO: Epoch: [20] [2580/3251] learning_rate: 0.179411 loss_vfl: 0.847781 loss_bbox: 0.269422 loss_dfl: 0.177745 loss: 1.299834 eta: 6 days, 11:02:47 batch_cost: 2.1609 data_cost: 0.0010 ips: 12.9577 images/s [11/13 10:52:16] ppdet.engine INFO: Epoch: [20] [2600/3251] learning_rate: 0.179400 loss_vfl: 0.843371 loss_bbox: 0.318796 loss_dfl: 0.207483 loss: 1.370245 eta: 6 days, 11:02:01 batch_cost: 2.1298 data_cost: 0.0009 ips: 13.1470 images/s [11/13 10:53:01] ppdet.engine INFO: Epoch: [20] [2620/3251] learning_rate: 0.179388 loss_vfl: 0.847333 loss_bbox: 0.308912 loss_dfl: 0.206909 loss: 1.330561 eta: 6 days, 11:01:19 batch_cost: 2.1827 data_cost: 0.0011 ips: 12.8281 images/s [11/13 10:53:48] ppdet.engine INFO: Epoch: [20] [2640/3251] learning_rate: 0.179376 loss_vfl: 0.845107 loss_bbox: 0.293737 loss_dfl: 0.187309 loss: 1.309956 eta: 6 days, 11:00:36 batch_cost: 2.1812 data_cost: 0.0016 ips: 12.8368 images/s [11/13 10:54:34] ppdet.engine INFO: Epoch: [20] [2660/3251] learning_rate: 0.179364 loss_vfl: 0.815954 loss_bbox: 0.267935 loss_dfl: 0.183479 loss: 1.288976 eta: 6 days, 10:59:52 batch_cost: 2.1468 data_cost: 0.0011 ips: 13.0425 images/s [11/13 10:55:19] ppdet.engine INFO: Epoch: [20] [2680/3251] learning_rate: 0.179352 loss_vfl: 0.856457 loss_bbox: 0.286439 loss_dfl: 0.197206 loss: 1.350130 eta: 6 days, 10:59:02 batch_cost: 2.0903 data_cost: 0.0011 ips: 13.3953 images/s [11/13 10:56:06] ppdet.engine INFO: Epoch: [20] [2700/3251] learning_rate: 0.179341 loss_vfl: 0.822831 loss_bbox: 0.287735 loss_dfl: 0.179928 loss: 1.320988 eta: 6 days, 10:58:22 batch_cost: 2.2140 data_cost: 0.0011 ips: 12.6470 images/s [11/13 10:56:52] ppdet.engine INFO: Epoch: [20] [2720/3251] learning_rate: 0.179329 loss_vfl: 0.803085 loss_bbox: 0.309200 loss_dfl: 0.206628 loss: 1.330021 eta: 6 days, 10:57:43 batch_cost: 2.2160 data_cost: 0.0010 ips: 12.6352 images/s [11/13 10:57:37] ppdet.engine INFO: Epoch: [20] [2740/3251] learning_rate: 0.179317 loss_vfl: 0.860184 loss_bbox: 0.309274 loss_dfl: 0.197920 loss: 1.381151 eta: 6 days, 10:56:57 batch_cost: 2.1315 data_cost: 0.0011 ips: 13.1361 images/s [11/13 10:58:23] ppdet.engine INFO: Epoch: [20] [2760/3251] learning_rate: 0.179305 loss_vfl: 0.829161 loss_bbox: 0.292875 loss_dfl: 0.177022 loss: 1.339786 eta: 6 days, 10:56:14 batch_cost: 2.1706 data_cost: 0.0009 ips: 12.8998 images/s [11/13 10:59:08] ppdet.engine INFO: Epoch: [20] [2780/3251] learning_rate: 0.179294 loss_vfl: 0.845848 loss_bbox: 0.299960 loss_dfl: 0.188398 loss: 1.363938 eta: 6 days, 10:55:25 batch_cost: 2.1022 data_cost: 0.0009 ips: 13.3193 images/s [11/13 10:59:55] ppdet.engine INFO: Epoch: [20] [2800/3251] learning_rate: 0.179282 loss_vfl: 0.842345 loss_bbox: 0.297769 loss_dfl: 0.187127 loss: 1.329376 eta: 6 days, 10:54:47 batch_cost: 2.2343 data_cost: 0.0011 ips: 12.5320 images/s [11/13 11:00:41] ppdet.engine INFO: Epoch: [20] [2820/3251] learning_rate: 0.179270 loss_vfl: 0.844140 loss_bbox: 0.289426 loss_dfl: 0.188797 loss: 1.308616 eta: 6 days, 10:54:07 batch_cost: 2.2154 data_cost: 0.0009 ips: 12.6388 images/s [11/13 11:01:29] ppdet.engine INFO: Epoch: [20] [2840/3251] learning_rate: 0.179258 loss_vfl: 0.832251 loss_bbox: 0.257550 loss_dfl: 0.167652 loss: 1.257982 eta: 6 days, 10:53:30 batch_cost: 2.2538 data_cost: 0.0011 ips: 12.4234 images/s [11/13 11:02:16] ppdet.engine INFO: Epoch: [20] [2860/3251] learning_rate: 0.179247 loss_vfl: 0.845134 loss_bbox: 0.262953 loss_dfl: 0.181868 loss: 1.327680 eta: 6 days, 10:52:54 batch_cost: 2.2636 data_cost: 0.0010 ips: 12.3697 images/s [11/13 11:03:02] ppdet.engine INFO: Epoch: [20] [2880/3251] learning_rate: 0.179235 loss_vfl: 0.843484 loss_bbox: 0.312805 loss_dfl: 0.190057 loss: 1.348829 eta: 6 days, 10:52:12 batch_cost: 2.1835 data_cost: 0.0014 ips: 12.8235 images/s [11/13 11:03:49] ppdet.engine INFO: Epoch: [20] [2900/3251] learning_rate: 0.179223 loss_vfl: 0.834923 loss_bbox: 0.314187 loss_dfl: 0.193919 loss: 1.329295 eta: 6 days, 10:51:30 batch_cost: 2.1788 data_cost: 0.0009 ips: 12.8510 images/s [11/13 11:04:36] ppdet.engine INFO: Epoch: [20] [2920/3251] learning_rate: 0.179211 loss_vfl: 0.841846 loss_bbox: 0.312844 loss_dfl: 0.207943 loss: 1.374217 eta: 6 days, 10:50:50 batch_cost: 2.2220 data_cost: 0.0010 ips: 12.6014 images/s [11/13 11:05:21] ppdet.engine INFO: Epoch: [20] [2940/3251] learning_rate: 0.179199 loss_vfl: 0.836889 loss_bbox: 0.285294 loss_dfl: 0.183629 loss: 1.317656 eta: 6 days, 10:50:03 batch_cost: 2.1143 data_cost: 0.0011 ips: 13.2431 images/s [11/13 11:06:08] ppdet.engine INFO: Epoch: [20] [2960/3251] learning_rate: 0.179188 loss_vfl: 0.837837 loss_bbox: 0.283807 loss_dfl: 0.183583 loss: 1.290626 eta: 6 days, 10:49:20 batch_cost: 2.1767 data_cost: 0.0010 ips: 12.8636 images/s [11/13 11:06:55] ppdet.engine INFO: Epoch: [20] [2980/3251] learning_rate: 0.179176 loss_vfl: 0.850434 loss_bbox: 0.281087 loss_dfl: 0.179868 loss: 1.321999 eta: 6 days, 10:48:39 batch_cost: 2.1980 data_cost: 0.0009 ips: 12.7389 images/s [11/13 11:07:40] ppdet.engine INFO: Epoch: [20] [3000/3251] learning_rate: 0.179164 loss_vfl: 0.843578 loss_bbox: 0.251796 loss_dfl: 0.174852 loss: 1.266672 eta: 6 days, 10:47:53 batch_cost: 2.1346 data_cost: 0.0009 ips: 13.1172 images/s [11/13 11:08:25] ppdet.engine INFO: Epoch: [20] [3020/3251] learning_rate: 0.179152 loss_vfl: 0.848495 loss_bbox: 0.292443 loss_dfl: 0.181815 loss: 1.306702 eta: 6 days, 10:47:04 batch_cost: 2.0921 data_cost: 0.0010 ips: 13.3835 images/s [11/13 11:09:10] ppdet.engine INFO: Epoch: [20] [3040/3251] learning_rate: 0.179140 loss_vfl: 0.852155 loss_bbox: 0.285306 loss_dfl: 0.190539 loss: 1.320001 eta: 6 days, 10:46:19 batch_cost: 2.1447 data_cost: 0.0013 ips: 13.0554 images/s [11/13 11:09:57] ppdet.engine INFO: Epoch: [20] [3060/3251] learning_rate: 0.179128 loss_vfl: 0.851423 loss_bbox: 0.294227 loss_dfl: 0.197997 loss: 1.337974 eta: 6 days, 10:45:41 batch_cost: 2.2381 data_cost: 0.0011 ips: 12.5106 images/s [11/13 11:10:44] ppdet.engine INFO: Epoch: [20] [3080/3251] learning_rate: 0.179117 loss_vfl: 0.836027 loss_bbox: 0.318146 loss_dfl: 0.208199 loss: 1.352338 eta: 6 days, 10:45:01 batch_cost: 2.2074 data_cost: 0.0010 ips: 12.6848 images/s [11/13 11:11:31] ppdet.engine INFO: Epoch: [20] [3100/3251] learning_rate: 0.179105 loss_vfl: 0.844851 loss_bbox: 0.278217 loss_dfl: 0.181934 loss: 1.322328 eta: 6 days, 10:44:22 batch_cost: 2.2286 data_cost: 0.0009 ips: 12.5638 images/s [11/13 11:12:17] ppdet.engine INFO: Epoch: [20] [3120/3251] learning_rate: 0.179093 loss_vfl: 0.837768 loss_bbox: 0.313750 loss_dfl: 0.195897 loss: 1.364816 eta: 6 days, 10:43:39 batch_cost: 2.1695 data_cost: 0.0010 ips: 12.9065 images/s [11/13 11:13:01] ppdet.engine INFO: Epoch: [20] [3140/3251] learning_rate: 0.179081 loss_vfl: 0.830589 loss_bbox: 0.262855 loss_dfl: 0.174073 loss: 1.279349 eta: 6 days, 10:42:48 batch_cost: 2.0721 data_cost: 0.0011 ips: 13.5128 images/s [11/13 11:13:47] ppdet.engine INFO: Epoch: [20] [3160/3251] learning_rate: 0.179069 loss_vfl: 0.821287 loss_bbox: 0.298053 loss_dfl: 0.191685 loss: 1.331140 eta: 6 days, 10:42:02 batch_cost: 2.1337 data_cost: 0.0011 ips: 13.1227 images/s [11/13 11:14:34] ppdet.engine INFO: Epoch: [20] [3180/3251] learning_rate: 0.179058 loss_vfl: 0.859217 loss_bbox: 0.307584 loss_dfl: 0.192633 loss: 1.343838 eta: 6 days, 10:41:24 batch_cost: 2.2303 data_cost: 0.0009 ips: 12.5543 images/s [11/13 11:15:21] ppdet.engine INFO: Epoch: [20] [3200/3251] learning_rate: 0.179046 loss_vfl: 0.831566 loss_bbox: 0.296696 loss_dfl: 0.194348 loss: 1.336584 eta: 6 days, 10:40:36 batch_cost: 2.1143 data_cost: 0.0010 ips: 13.2432 images/s [11/13 11:16:06] ppdet.engine INFO: Epoch: [20] [3220/3251] learning_rate: 0.179034 loss_vfl: 0.855764 loss_bbox: 0.277692 loss_dfl: 0.185307 loss: 1.310869 eta: 6 days, 10:39:48 batch_cost: 2.0958 data_cost: 0.0009 ips: 13.3602 images/s [11/13 11:16:53] ppdet.engine INFO: Epoch: [20] [3240/3251] learning_rate: 0.179022 loss_vfl: 0.812172 loss_bbox: 0.323209 loss_dfl: 0.208187 loss: 1.357396 eta: 6 days, 10:39:07 batch_cost: 2.2095 data_cost: 0.0042 ips: 12.6723 images/s [11/13 11:17:29] ppdet.engine INFO: Epoch: [21] [ 0/3251] learning_rate: 0.179016 loss_vfl: 0.824866 loss_bbox: 0.327373 loss_dfl: 0.198476 loss: 1.334217 eta: 6 days, 10:38:53 batch_cost: 2.2677 data_cost: 0.5776 ips: 12.3473 images/s [11/13 11:18:21] ppdet.engine INFO: Epoch: [21] [ 20/3251] learning_rate: 0.179004 loss_vfl: 0.814827 loss_bbox: 0.318660 loss_dfl: 0.209030 loss: 1.342580 eta: 6 days, 10:38:35 batch_cost: 2.4966 data_cost: 0.0010 ips: 11.2151 images/s [11/13 11:19:09] ppdet.engine INFO: Epoch: [21] [ 40/3251] learning_rate: 0.178992 loss_vfl: 0.842858 loss_bbox: 0.331473 loss_dfl: 0.204905 loss: 1.349582 eta: 6 days, 10:37:56 batch_cost: 2.2264 data_cost: 0.0010 ips: 12.5764 images/s [11/13 11:19:56] ppdet.engine INFO: Epoch: [21] [ 60/3251] learning_rate: 0.178980 loss_vfl: 0.825464 loss_bbox: 0.320830 loss_dfl: 0.208722 loss: 1.371769 eta: 6 days, 10:37:16 batch_cost: 2.2178 data_cost: 0.0011 ips: 12.6251 images/s [11/13 11:20:43] ppdet.engine INFO: Epoch: [21] [ 80/3251] learning_rate: 0.178968 loss_vfl: 0.851283 loss_bbox: 0.298498 loss_dfl: 0.192934 loss: 1.317867 eta: 6 days, 10:36:40 batch_cost: 2.2619 data_cost: 0.0013 ips: 12.3788 images/s [11/13 11:21:31] ppdet.engine INFO: Epoch: [21] [ 100/3251] learning_rate: 0.178956 loss_vfl: 0.820720 loss_bbox: 0.294781 loss_dfl: 0.190176 loss: 1.310845 eta: 6 days, 10:35:59 batch_cost: 2.2064 data_cost: 0.0015 ips: 12.6903 images/s [11/13 11:22:15] ppdet.engine INFO: Epoch: [21] [ 120/3251] learning_rate: 0.178944 loss_vfl: 0.843143 loss_bbox: 0.261786 loss_dfl: 0.166695 loss: 1.274882 eta: 6 days, 10:35:12 batch_cost: 2.1209 data_cost: 0.0010 ips: 13.2021 images/s [11/13 11:23:03] ppdet.engine INFO: Epoch: [21] [ 140/3251] learning_rate: 0.178933 loss_vfl: 0.834262 loss_bbox: 0.317984 loss_dfl: 0.200499 loss: 1.367500 eta: 6 days, 10:34:33 batch_cost: 2.2229 data_cost: 0.0010 ips: 12.5960 images/s [11/13 11:23:50] ppdet.engine INFO: Epoch: [21] [ 160/3251] learning_rate: 0.178921 loss_vfl: 0.845853 loss_bbox: 0.265626 loss_dfl: 0.176636 loss: 1.286355 eta: 6 days, 10:33:49 batch_cost: 2.1641 data_cost: 0.0014 ips: 12.9385 images/s [11/13 11:24:34] ppdet.engine INFO: Epoch: [21] [ 180/3251] learning_rate: 0.178909 loss_vfl: 0.839705 loss_bbox: 0.317302 loss_dfl: 0.194878 loss: 1.351924 eta: 6 days, 10:32:59 batch_cost: 2.0762 data_cost: 0.0009 ips: 13.4864 images/s [11/13 11:25:23] ppdet.engine INFO: Epoch: [21] [ 200/3251] learning_rate: 0.178897 loss_vfl: 0.812650 loss_bbox: 0.306601 loss_dfl: 0.196254 loss: 1.309912 eta: 6 days, 10:32:17 batch_cost: 2.1863 data_cost: 0.0016 ips: 12.8068 images/s [11/13 11:26:08] ppdet.engine INFO: Epoch: [21] [ 220/3251] learning_rate: 0.178885 loss_vfl: 0.834087 loss_bbox: 0.267602 loss_dfl: 0.186263 loss: 1.320975 eta: 6 days, 10:31:28 batch_cost: 2.0955 data_cost: 0.0009 ips: 13.3621 images/s [11/13 11:26:55] ppdet.engine INFO: Epoch: [21] [ 240/3251] learning_rate: 0.178873 loss_vfl: 0.850141 loss_bbox: 0.322565 loss_dfl: 0.200399 loss: 1.338527 eta: 6 days, 10:30:52 batch_cost: 2.2571 data_cost: 0.0009 ips: 12.4052 images/s [11/13 11:27:42] ppdet.engine INFO: Epoch: [21] [ 260/3251] learning_rate: 0.178861 loss_vfl: 0.849411 loss_bbox: 0.269490 loss_dfl: 0.167665 loss: 1.309123 eta: 6 days, 10:30:11 batch_cost: 2.2064 data_cost: 0.0013 ips: 12.6904 images/s [11/13 11:28:26] ppdet.engine INFO: Epoch: [21] [ 280/3251] learning_rate: 0.178849 loss_vfl: 0.822505 loss_bbox: 0.282740 loss_dfl: 0.184258 loss: 1.279166 eta: 6 days, 10:29:21 batch_cost: 2.0701 data_cost: 0.0010 ips: 13.5260 images/s [11/13 11:29:12] ppdet.engine INFO: Epoch: [21] [ 300/3251] learning_rate: 0.178837 loss_vfl: 0.821114 loss_bbox: 0.281258 loss_dfl: 0.185225 loss: 1.306901 eta: 6 days, 10:28:32 batch_cost: 2.1013 data_cost: 0.0010 ips: 13.3248 images/s [11/13 11:29:57] ppdet.engine INFO: Epoch: [21] [ 320/3251] learning_rate: 0.178826 loss_vfl: 0.830986 loss_bbox: 0.302308 loss_dfl: 0.190236 loss: 1.336729 eta: 6 days, 10:27:42 batch_cost: 2.0792 data_cost: 0.0010 ips: 13.4670 images/s [11/13 11:30:45] ppdet.engine INFO: Epoch: [21] [ 340/3251] learning_rate: 0.178814 loss_vfl: 0.821575 loss_bbox: 0.283555 loss_dfl: 0.179854 loss: 1.296631 eta: 6 days, 10:27:06 batch_cost: 2.2577 data_cost: 0.0009 ips: 12.4022 images/s [11/13 11:31:31] ppdet.engine INFO: Epoch: [21] [ 360/3251] learning_rate: 0.178802 loss_vfl: 0.836602 loss_bbox: 0.261703 loss_dfl: 0.182005 loss: 1.261853 eta: 6 days, 10:26:23 batch_cost: 2.1834 data_cost: 0.0010 ips: 12.8241 images/s [11/13 11:32:16] ppdet.engine INFO: Epoch: [21] [ 380/3251] learning_rate: 0.178790 loss_vfl: 0.803315 loss_bbox: 0.299946 loss_dfl: 0.201246 loss: 1.316278 eta: 6 days, 10:25:37 batch_cost: 2.1251 data_cost: 0.0011 ips: 13.1757 images/s [11/13 11:33:03] ppdet.engine INFO: Epoch: [21] [ 400/3251] learning_rate: 0.178778 loss_vfl: 0.826784 loss_bbox: 0.300514 loss_dfl: 0.198008 loss: 1.351054 eta: 6 days, 10:25:00 batch_cost: 2.2518 data_cost: 0.0018 ips: 12.4345 images/s [11/13 11:33:48] ppdet.engine INFO: Epoch: [21] [ 420/3251] learning_rate: 0.178766 loss_vfl: 0.849746 loss_bbox: 0.272285 loss_dfl: 0.173130 loss: 1.310328 eta: 6 days, 10:24:14 batch_cost: 2.1278 data_cost: 0.0011 ips: 13.1594 images/s [11/13 11:34:34] ppdet.engine INFO: Epoch: [21] [ 440/3251] learning_rate: 0.178754 loss_vfl: 0.837416 loss_bbox: 0.298260 loss_dfl: 0.195478 loss: 1.332879 eta: 6 days, 10:23:25 batch_cost: 2.0921 data_cost: 0.0011 ips: 13.3834 images/s [11/13 11:35:21] ppdet.engine INFO: Epoch: [21] [ 460/3251] learning_rate: 0.178742 loss_vfl: 0.864540 loss_bbox: 0.312586 loss_dfl: 0.200901 loss: 1.382891 eta: 6 days, 10:22:43 batch_cost: 2.1875 data_cost: 0.0011 ips: 12.8000 images/s [11/13 11:36:07] ppdet.engine INFO: Epoch: [21] [ 480/3251] learning_rate: 0.178730 loss_vfl: 0.838390 loss_bbox: 0.300099 loss_dfl: 0.207090 loss: 1.354362 eta: 6 days, 10:21:57 batch_cost: 2.1342 data_cost: 0.0010 ips: 13.1196 images/s [11/13 11:36:54] ppdet.engine INFO: Epoch: [21] [ 500/3251] learning_rate: 0.178718 loss_vfl: 0.837925 loss_bbox: 0.296930 loss_dfl: 0.192296 loss: 1.340350 eta: 6 days, 10:21:13 batch_cost: 2.1585 data_cost: 0.0010 ips: 12.9720 images/s [11/13 11:37:38] ppdet.engine INFO: Epoch: [21] [ 520/3251] learning_rate: 0.178707 loss_vfl: 0.824723 loss_bbox: 0.285749 loss_dfl: 0.185198 loss: 1.297789 eta: 6 days, 10:20:26 batch_cost: 2.1199 data_cost: 0.0011 ips: 13.2079 images/s [11/13 11:38:25] ppdet.engine INFO: Epoch: [21] [ 540/3251] learning_rate: 0.178695 loss_vfl: 0.843161 loss_bbox: 0.274665 loss_dfl: 0.186086 loss: 1.304382 eta: 6 days, 10:19:49 batch_cost: 2.2557 data_cost: 0.0010 ips: 12.4128 images/s [11/13 11:39:10] ppdet.engine INFO: Epoch: [21] [ 560/3251] learning_rate: 0.178683 loss_vfl: 0.841937 loss_bbox: 0.284252 loss_dfl: 0.184093 loss: 1.342284 eta: 6 days, 10:19:03 batch_cost: 2.1261 data_cost: 0.0010 ips: 13.1698 images/s [11/13 11:39:55] ppdet.engine INFO: Epoch: [21] [ 580/3251] learning_rate: 0.178671 loss_vfl: 0.847467 loss_bbox: 0.260734 loss_dfl: 0.172570 loss: 1.305991 eta: 6 days, 10:18:12 batch_cost: 2.0667 data_cost: 0.0010 ips: 13.5481 images/s [11/13 11:40:41] ppdet.engine INFO: Epoch: [21] [ 600/3251] learning_rate: 0.178659 loss_vfl: 0.831266 loss_bbox: 0.289895 loss_dfl: 0.179041 loss: 1.316088 eta: 6 days, 10:17:25 batch_cost: 2.1207 data_cost: 0.0010 ips: 13.2034 images/s [11/13 11:41:27] ppdet.engine INFO: Epoch: [21] [ 620/3251] learning_rate: 0.178647 loss_vfl: 0.834958 loss_bbox: 0.316490 loss_dfl: 0.200947 loss: 1.336975 eta: 6 days, 10:16:36 batch_cost: 2.0942 data_cost: 0.0010 ips: 13.3701 images/s [11/13 11:42:13] ppdet.engine INFO: Epoch: [21] [ 640/3251] learning_rate: 0.178635 loss_vfl: 0.861900 loss_bbox: 0.293863 loss_dfl: 0.168453 loss: 1.328942 eta: 6 days, 10:15:50 batch_cost: 2.1349 data_cost: 0.0011 ips: 13.1155 images/s [11/13 11:43:00] ppdet.engine INFO: Epoch: [21] [ 660/3251] learning_rate: 0.178623 loss_vfl: 0.840486 loss_bbox: 0.262606 loss_dfl: 0.190749 loss: 1.302418 eta: 6 days, 10:15:13 batch_cost: 2.2470 data_cost: 0.0010 ips: 12.4609 images/s [11/13 11:43:44] ppdet.engine INFO: Epoch: [21] [ 680/3251] learning_rate: 0.178611 loss_vfl: 0.857845 loss_bbox: 0.275564 loss_dfl: 0.188395 loss: 1.295502 eta: 6 days, 10:14:14 batch_cost: 1.9643 data_cost: 0.0009 ips: 14.2542 images/s [11/13 11:44:30] ppdet.engine INFO: Epoch: [21] [ 700/3251] learning_rate: 0.178599 loss_vfl: 0.840371 loss_bbox: 0.299302 loss_dfl: 0.190020 loss: 1.336969 eta: 6 days, 10:13:32 batch_cost: 2.1841 data_cost: 0.0011 ips: 12.8197 images/s [11/13 11:45:17] ppdet.engine INFO: Epoch: [21] [ 720/3251] learning_rate: 0.178587 loss_vfl: 0.820904 loss_bbox: 0.307687 loss_dfl: 0.196136 loss: 1.329347 eta: 6 days, 10:12:57 batch_cost: 2.2795 data_cost: 0.0009 ips: 12.2833 images/s [11/13 11:46:04] ppdet.engine INFO: Epoch: [21] [ 740/3251] learning_rate: 0.178575 loss_vfl: 0.850151 loss_bbox: 0.312707 loss_dfl: 0.205230 loss: 1.374474 eta: 6 days, 10:12:18 batch_cost: 2.2225 data_cost: 0.0019 ips: 12.5985 images/s [11/13 11:46:51] ppdet.engine INFO: Epoch: [21] [ 760/3251] learning_rate: 0.178563 loss_vfl: 0.852992 loss_bbox: 0.269658 loss_dfl: 0.168176 loss: 1.309710 eta: 6 days, 10:11:40 batch_cost: 2.2480 data_cost: 0.0010 ips: 12.4554 images/s [11/13 11:47:35] ppdet.engine INFO: Epoch: [21] [ 780/3251] learning_rate: 0.178551 loss_vfl: 0.832359 loss_bbox: 0.308369 loss_dfl: 0.195860 loss: 1.325544 eta: 6 days, 10:10:51 batch_cost: 2.0828 data_cost: 0.0010 ips: 13.4433 images/s [11/13 11:48:23] ppdet.engine INFO: Epoch: [21] [ 800/3251] learning_rate: 0.178539 loss_vfl: 0.829401 loss_bbox: 0.284632 loss_dfl: 0.191901 loss: 1.298915 eta: 6 days, 10:10:15 batch_cost: 2.2730 data_cost: 0.0015 ips: 12.3187 images/s [11/13 11:49:08] ppdet.engine INFO: Epoch: [21] [ 820/3251] learning_rate: 0.178527 loss_vfl: 0.850096 loss_bbox: 0.297145 loss_dfl: 0.192994 loss: 1.368481 eta: 6 days, 10:09:29 batch_cost: 2.1339 data_cost: 0.0010 ips: 13.1217 images/s [11/13 11:49:52] ppdet.engine INFO: Epoch: [21] [ 840/3251] learning_rate: 0.178515 loss_vfl: 0.838534 loss_bbox: 0.299806 loss_dfl: 0.196087 loss: 1.329660 eta: 6 days, 10:08:41 batch_cost: 2.1031 data_cost: 0.0011 ips: 13.3136 images/s [11/13 11:50:38] ppdet.engine INFO: Epoch: [21] [ 860/3251] learning_rate: 0.178503 loss_vfl: 0.826792 loss_bbox: 0.259839 loss_dfl: 0.165202 loss: 1.254244 eta: 6 days, 10:07:57 batch_cost: 2.1520 data_cost: 0.0015 ips: 13.0110 images/s [11/13 11:51:25] ppdet.engine INFO: Epoch: [21] [ 880/3251] learning_rate: 0.178491 loss_vfl: 0.862329 loss_bbox: 0.318352 loss_dfl: 0.196077 loss: 1.366314 eta: 6 days, 10:07:17 batch_cost: 2.2168 data_cost: 0.0010 ips: 12.6305 images/s [11/13 11:52:10] ppdet.engine INFO: Epoch: [21] [ 900/3251] learning_rate: 0.178479 loss_vfl: 0.835628 loss_bbox: 0.294625 loss_dfl: 0.196547 loss: 1.331216 eta: 6 days, 10:06:31 batch_cost: 2.1316 data_cost: 0.0010 ips: 13.1359 images/s [11/13 11:52:59] ppdet.engine INFO: Epoch: [21] [ 920/3251] learning_rate: 0.178467 loss_vfl: 0.820813 loss_bbox: 0.295779 loss_dfl: 0.185515 loss: 1.313623 eta: 6 days, 10:05:59 batch_cost: 2.3201 data_cost: 0.0009 ips: 12.0682 images/s [11/13 11:53:45] ppdet.engine INFO: Epoch: [21] [ 940/3251] learning_rate: 0.178456 loss_vfl: 0.819527 loss_bbox: 0.303800 loss_dfl: 0.198328 loss: 1.379600 eta: 6 days, 10:05:10 batch_cost: 2.0973 data_cost: 0.0010 ips: 13.3506 images/s [11/13 11:54:32] ppdet.engine INFO: Epoch: [21] [ 960/3251] learning_rate: 0.178444 loss_vfl: 0.832917 loss_bbox: 0.277986 loss_dfl: 0.193962 loss: 1.354744 eta: 6 days, 10:04:34 batch_cost: 2.2595 data_cost: 0.0019 ips: 12.3923 images/s [11/13 11:55:16] ppdet.engine INFO: Epoch: [21] [ 980/3251] learning_rate: 0.178432 loss_vfl: 0.839189 loss_bbox: 0.303923 loss_dfl: 0.187714 loss: 1.337419 eta: 6 days, 10:03:46 batch_cost: 2.1126 data_cost: 0.0009 ips: 13.2538 images/s [11/13 11:56:05] ppdet.engine INFO: Epoch: [21] [1000/3251] learning_rate: 0.178420 loss_vfl: 0.840134 loss_bbox: 0.303743 loss_dfl: 0.184995 loss: 1.295545 eta: 6 days, 10:03:14 batch_cost: 2.3257 data_cost: 0.0010 ips: 12.0394 images/s [11/13 11:56:50] ppdet.engine INFO: Epoch: [21] [1020/3251] learning_rate: 0.178408 loss_vfl: 0.843396 loss_bbox: 0.292957 loss_dfl: 0.190778 loss: 1.325189 eta: 6 days, 10:02:32 batch_cost: 2.1829 data_cost: 0.0010 ips: 12.8272 images/s [11/13 11:57:36] ppdet.engine INFO: Epoch: [21] [1040/3251] learning_rate: 0.178396 loss_vfl: 0.841320 loss_bbox: 0.268275 loss_dfl: 0.179714 loss: 1.294306 eta: 6 days, 10:01:47 batch_cost: 2.1431 data_cost: 0.0010 ips: 13.0654 images/s [11/13 11:58:21] ppdet.engine INFO: Epoch: [21] [1060/3251] learning_rate: 0.178384 loss_vfl: 0.831024 loss_bbox: 0.285676 loss_dfl: 0.193620 loss: 1.322113 eta: 6 days, 10:01:01 batch_cost: 2.1304 data_cost: 0.0009 ips: 13.1431 images/s [11/13 11:59:05] ppdet.engine INFO: Epoch: [21] [1080/3251] learning_rate: 0.178372 loss_vfl: 0.829648 loss_bbox: 0.304267 loss_dfl: 0.199343 loss: 1.334027 eta: 6 days, 10:00:12 batch_cost: 2.0912 data_cost: 0.0010 ips: 13.3897 images/s [11/13 11:59:50] ppdet.engine INFO: Epoch: [21] [1100/3251] learning_rate: 0.178360 loss_vfl: 0.836141 loss_bbox: 0.286252 loss_dfl: 0.187380 loss: 1.308329 eta: 6 days, 9:59:25 batch_cost: 2.1133 data_cost: 0.0010 ips: 13.2497 images/s [11/13 12:00:36] ppdet.engine INFO: Epoch: [21] [1120/3251] learning_rate: 0.178348 loss_vfl: 0.826712 loss_bbox: 0.282596 loss_dfl: 0.181973 loss: 1.303669 eta: 6 days, 9:58:36 batch_cost: 2.0986 data_cost: 0.0010 ips: 13.3421 images/s [11/13 12:01:22] ppdet.engine INFO: Epoch: [21] [1140/3251] learning_rate: 0.178336 loss_vfl: 0.823293 loss_bbox: 0.318040 loss_dfl: 0.210992 loss: 1.352869 eta: 6 days, 9:57:55 batch_cost: 2.2025 data_cost: 0.0010 ips: 12.7129 images/s [11/13 12:02:09] ppdet.engine INFO: Epoch: [21] [1160/3251] learning_rate: 0.178324 loss_vfl: 0.821995 loss_bbox: 0.278842 loss_dfl: 0.170362 loss: 1.275941 eta: 6 days, 9:57:10 batch_cost: 2.1484 data_cost: 0.0010 ips: 13.0332 images/s [11/13 12:02:54] ppdet.engine INFO: Epoch: [21] [1180/3251] learning_rate: 0.178311 loss_vfl: 0.851756 loss_bbox: 0.299009 loss_dfl: 0.189287 loss: 1.347432 eta: 6 days, 9:56:27 batch_cost: 2.1638 data_cost: 0.0010 ips: 12.9400 images/s [11/13 12:03:40] ppdet.engine INFO: Epoch: [21] [1200/3251] learning_rate: 0.178299 loss_vfl: 0.830990 loss_bbox: 0.280193 loss_dfl: 0.178054 loss: 1.316801 eta: 6 days, 9:55:44 batch_cost: 2.1743 data_cost: 0.0009 ips: 12.8778 images/s [11/13 12:04:27] ppdet.engine INFO: Epoch: [21] [1220/3251] learning_rate: 0.178287 loss_vfl: 0.823813 loss_bbox: 0.298898 loss_dfl: 0.195627 loss: 1.332764 eta: 6 days, 9:55:02 batch_cost: 2.1836 data_cost: 0.0010 ips: 12.8227 images/s [11/13 12:05:12] ppdet.engine INFO: Epoch: [21] [1240/3251] learning_rate: 0.178275 loss_vfl: 0.847340 loss_bbox: 0.305990 loss_dfl: 0.194539 loss: 1.344038 eta: 6 days, 9:54:08 batch_cost: 2.0207 data_cost: 0.0010 ips: 13.8564 images/s [11/13 12:05:57] ppdet.engine INFO: Epoch: [21] [1260/3251] learning_rate: 0.178263 loss_vfl: 0.839160 loss_bbox: 0.305522 loss_dfl: 0.189698 loss: 1.321973 eta: 6 days, 9:53:16 batch_cost: 2.0589 data_cost: 0.0012 ips: 13.5993 images/s [11/13 12:06:43] ppdet.engine INFO: Epoch: [21] [1280/3251] learning_rate: 0.178251 loss_vfl: 0.834016 loss_bbox: 0.317164 loss_dfl: 0.199417 loss: 1.339895 eta: 6 days, 9:52:28 batch_cost: 2.1011 data_cost: 0.0010 ips: 13.3266 images/s [11/13 12:07:30] ppdet.engine INFO: Epoch: [21] [1300/3251] learning_rate: 0.178239 loss_vfl: 0.831032 loss_bbox: 0.314737 loss_dfl: 0.210620 loss: 1.363909 eta: 6 days, 9:51:44 batch_cost: 2.1608 data_cost: 0.0013 ips: 12.9584 images/s [11/13 12:08:17] ppdet.engine INFO: Epoch: [21] [1320/3251] learning_rate: 0.178227 loss_vfl: 0.834843 loss_bbox: 0.277538 loss_dfl: 0.180066 loss: 1.279588 eta: 6 days, 9:51:06 batch_cost: 2.2422 data_cost: 0.0011 ips: 12.4877 images/s [11/13 12:09:05] ppdet.engine INFO: Epoch: [21] [1340/3251] learning_rate: 0.178215 loss_vfl: 0.833028 loss_bbox: 0.331422 loss_dfl: 0.210553 loss: 1.378270 eta: 6 days, 9:50:28 batch_cost: 2.2392 data_cost: 0.0010 ips: 12.5045 images/s [11/13 12:09:50] ppdet.engine INFO: Epoch: [21] [1360/3251] learning_rate: 0.178203 loss_vfl: 0.817321 loss_bbox: 0.328011 loss_dfl: 0.206787 loss: 1.371166 eta: 6 days, 9:49:44 batch_cost: 2.1512 data_cost: 0.0010 ips: 13.0161 images/s [11/13 12:10:39] ppdet.engine INFO: Epoch: [21] [1380/3251] learning_rate: 0.178191 loss_vfl: 0.834497 loss_bbox: 0.284318 loss_dfl: 0.198107 loss: 1.368253 eta: 6 days, 9:49:10 batch_cost: 2.2990 data_cost: 0.0010 ips: 12.1790 images/s [11/13 12:11:23] ppdet.engine INFO: Epoch: [21] [1400/3251] learning_rate: 0.178179 loss_vfl: 0.808796 loss_bbox: 0.262252 loss_dfl: 0.183506 loss: 1.267841 eta: 6 days, 9:48:21 batch_cost: 2.0961 data_cost: 0.0010 ips: 13.3583 images/s [11/13 12:12:11] ppdet.engine INFO: Epoch: [21] [1420/3251] learning_rate: 0.178167 loss_vfl: 0.815094 loss_bbox: 0.291810 loss_dfl: 0.186038 loss: 1.302456 eta: 6 days, 9:47:44 batch_cost: 2.2563 data_cost: 0.0010 ips: 12.4098 images/s [11/13 12:12:57] ppdet.engine INFO: Epoch: [21] [1440/3251] learning_rate: 0.178155 loss_vfl: 0.854143 loss_bbox: 0.291669 loss_dfl: 0.175081 loss: 1.339109 eta: 6 days, 9:47:03 batch_cost: 2.1952 data_cost: 0.0010 ips: 12.7549 images/s [11/13 12:13:44] ppdet.engine INFO: Epoch: [21] [1460/3251] learning_rate: 0.178143 loss_vfl: 0.862880 loss_bbox: 0.302840 loss_dfl: 0.201700 loss: 1.339057 eta: 6 days, 9:46:22 batch_cost: 2.2011 data_cost: 0.0015 ips: 12.7207 images/s [11/13 12:14:31] ppdet.engine INFO: Epoch: [21] [1480/3251] learning_rate: 0.178131 loss_vfl: 0.848853 loss_bbox: 0.294450 loss_dfl: 0.187333 loss: 1.346135 eta: 6 days, 9:45:43 batch_cost: 2.2267 data_cost: 0.0010 ips: 12.5749 images/s [11/13 12:15:17] ppdet.engine INFO: Epoch: [21] [1500/3251] learning_rate: 0.178119 loss_vfl: 0.824104 loss_bbox: 0.279378 loss_dfl: 0.193971 loss: 1.295041 eta: 6 days, 9:45:00 batch_cost: 2.1683 data_cost: 0.0011 ips: 12.9134 images/s [11/13 12:16:03] ppdet.engine INFO: Epoch: [21] [1520/3251] learning_rate: 0.178107 loss_vfl: 0.855831 loss_bbox: 0.302044 loss_dfl: 0.199140 loss: 1.348646 eta: 6 days, 9:44:14 batch_cost: 2.1296 data_cost: 0.0010 ips: 13.1478 images/s [11/13 12:16:50] ppdet.engine INFO: Epoch: [21] [1540/3251] learning_rate: 0.178095 loss_vfl: 0.819563 loss_bbox: 0.304189 loss_dfl: 0.181980 loss: 1.297024 eta: 6 days, 9:43:36 batch_cost: 2.2442 data_cost: 0.0010 ips: 12.4768 images/s [11/13 12:17:35] ppdet.engine INFO: Epoch: [21] [1560/3251] learning_rate: 0.178083 loss_vfl: 0.850595 loss_bbox: 0.307710 loss_dfl: 0.198180 loss: 1.369015 eta: 6 days, 9:42:47 batch_cost: 2.0924 data_cost: 0.0012 ips: 13.3816 images/s [11/13 12:18:21] ppdet.engine INFO: Epoch: [21] [1580/3251] learning_rate: 0.178071 loss_vfl: 0.841035 loss_bbox: 0.308506 loss_dfl: 0.202333 loss: 1.308680 eta: 6 days, 9:42:05 batch_cost: 2.1882 data_cost: 0.0010 ips: 12.7960 images/s [11/13 12:19:09] ppdet.engine INFO: Epoch: [21] [1600/3251] learning_rate: 0.178058 loss_vfl: 0.850785 loss_bbox: 0.276144 loss_dfl: 0.186870 loss: 1.336612 eta: 6 days, 9:41:29 batch_cost: 2.2613 data_cost: 0.0009 ips: 12.3821 images/s [11/13 12:19:54] ppdet.engine INFO: Epoch: [21] [1620/3251] learning_rate: 0.178046 loss_vfl: 0.819298 loss_bbox: 0.271865 loss_dfl: 0.174755 loss: 1.318328 eta: 6 days, 9:40:44 batch_cost: 2.1549 data_cost: 0.0010 ips: 12.9934 images/s [11/13 12:20:43] ppdet.engine INFO: Epoch: [21] [1640/3251] learning_rate: 0.178034 loss_vfl: 0.836040 loss_bbox: 0.274229 loss_dfl: 0.190719 loss: 1.347933 eta: 6 days, 9:40:15 batch_cost: 2.3658 data_cost: 0.0011 ips: 11.8352 images/s [11/13 12:21:27] ppdet.engine INFO: Epoch: [21] [1660/3251] learning_rate: 0.178022 loss_vfl: 0.800738 loss_bbox: 0.311770 loss_dfl: 0.192451 loss: 1.328164 eta: 6 days, 9:39:23 batch_cost: 2.0448 data_cost: 0.0013 ips: 13.6931 images/s [11/13 12:22:11] ppdet.engine INFO: Epoch: [21] [1680/3251] learning_rate: 0.178010 loss_vfl: 0.843236 loss_bbox: 0.277398 loss_dfl: 0.187045 loss: 1.318422 eta: 6 days, 9:38:34 batch_cost: 2.0961 data_cost: 0.0014 ips: 13.3580 images/s [11/13 12:22:59] ppdet.engine INFO: Epoch: [21] [1700/3251] learning_rate: 0.177998 loss_vfl: 0.821473 loss_bbox: 0.327813 loss_dfl: 0.213720 loss: 1.373706 eta: 6 days, 9:38:00 batch_cost: 2.2931 data_cost: 0.0009 ips: 12.2103 images/s [11/13 12:23:45] ppdet.engine INFO: Epoch: [21] [1720/3251] learning_rate: 0.177986 loss_vfl: 0.850843 loss_bbox: 0.281626 loss_dfl: 0.183531 loss: 1.319107 eta: 6 days, 9:37:08 batch_cost: 2.0478 data_cost: 0.0009 ips: 13.6730 images/s [11/13 12:24:29] ppdet.engine INFO: Epoch: [21] [1740/3251] learning_rate: 0.177974 loss_vfl: 0.800809 loss_bbox: 0.338907 loss_dfl: 0.212928 loss: 1.365621 eta: 6 days, 9:36:23 batch_cost: 2.1479 data_cost: 0.0016 ips: 13.0358 images/s [11/13 12:25:17] ppdet.engine INFO: Epoch: [21] [1760/3251] learning_rate: 0.177962 loss_vfl: 0.847164 loss_bbox: 0.273090 loss_dfl: 0.175644 loss: 1.296845 eta: 6 days, 9:35:43 batch_cost: 2.2041 data_cost: 0.0011 ips: 12.7037 images/s [11/13 12:26:03] ppdet.engine INFO: Epoch: [21] [1780/3251] learning_rate: 0.177950 loss_vfl: 0.839473 loss_bbox: 0.311635 loss_dfl: 0.195709 loss: 1.329902 eta: 6 days, 9:35:00 batch_cost: 2.1789 data_cost: 0.0010 ips: 12.8508 images/s [11/13 12:26:48] ppdet.engine INFO: Epoch: [21] [1800/3251] learning_rate: 0.177937 loss_vfl: 0.871543 loss_bbox: 0.291675 loss_dfl: 0.185804 loss: 1.342155 eta: 6 days, 9:34:12 batch_cost: 2.0964 data_cost: 0.0010 ips: 13.3561 images/s [11/13 12:27:36] ppdet.engine INFO: Epoch: [21] [1820/3251] learning_rate: 0.177925 loss_vfl: 0.829280 loss_bbox: 0.316497 loss_dfl: 0.209907 loss: 1.338304 eta: 6 days, 9:33:36 batch_cost: 2.2795 data_cost: 0.0009 ips: 12.2835 images/s [11/13 12:28:20] ppdet.engine INFO: Epoch: [21] [1840/3251] learning_rate: 0.177913 loss_vfl: 0.832612 loss_bbox: 0.294630 loss_dfl: 0.202429 loss: 1.352145 eta: 6 days, 9:32:46 batch_cost: 2.0779 data_cost: 0.0009 ips: 13.4748 images/s [11/13 12:29:08] ppdet.engine INFO: Epoch: [21] [1860/3251] learning_rate: 0.177901 loss_vfl: 0.824611 loss_bbox: 0.270898 loss_dfl: 0.190158 loss: 1.279387 eta: 6 days, 9:32:13 batch_cost: 2.2996 data_cost: 0.0009 ips: 12.1762 images/s [11/13 12:29:55] ppdet.engine INFO: Epoch: [21] [1880/3251] learning_rate: 0.177889 loss_vfl: 0.834493 loss_bbox: 0.294541 loss_dfl: 0.194278 loss: 1.306043 eta: 6 days, 9:31:29 batch_cost: 2.1596 data_cost: 0.0010 ips: 12.9653 images/s [11/13 12:30:40] ppdet.engine INFO: Epoch: [21] [1900/3251] learning_rate: 0.177877 loss_vfl: 0.848599 loss_bbox: 0.281239 loss_dfl: 0.186107 loss: 1.305047 eta: 6 days, 9:30:44 batch_cost: 2.1554 data_cost: 0.0009 ips: 12.9908 images/s [11/13 12:31:28] ppdet.engine INFO: Epoch: [21] [1920/3251] learning_rate: 0.177865 loss_vfl: 0.828285 loss_bbox: 0.331268 loss_dfl: 0.217934 loss: 1.375584 eta: 6 days, 9:30:09 batch_cost: 2.2826 data_cost: 0.0011 ips: 12.2664 images/s [11/13 12:32:14] ppdet.engine INFO: Epoch: [21] [1940/3251] learning_rate: 0.177853 loss_vfl: 0.857890 loss_bbox: 0.287667 loss_dfl: 0.192591 loss: 1.343693 eta: 6 days, 9:29:29 batch_cost: 2.2103 data_cost: 0.0009 ips: 12.6678 images/s [11/13 12:33:00] ppdet.engine INFO: Epoch: [21] [1960/3251] learning_rate: 0.177841 loss_vfl: 0.840167 loss_bbox: 0.276966 loss_dfl: 0.174632 loss: 1.308814 eta: 6 days, 9:28:44 batch_cost: 2.1379 data_cost: 0.0009 ips: 13.0970 images/s [11/13 12:33:44] ppdet.engine INFO: Epoch: [21] [1980/3251] learning_rate: 0.177828 loss_vfl: 0.860386 loss_bbox: 0.274690 loss_dfl: 0.179552 loss: 1.310939 eta: 6 days, 9:27:55 batch_cost: 2.0975 data_cost: 0.0013 ips: 13.3495 images/s [11/13 12:34:29] ppdet.engine INFO: Epoch: [21] [2000/3251] learning_rate: 0.177816 loss_vfl: 0.840397 loss_bbox: 0.278740 loss_dfl: 0.177812 loss: 1.297234 eta: 6 days, 9:27:05 batch_cost: 2.0703 data_cost: 0.0011 ips: 13.5248 images/s [11/13 12:35:18] ppdet.engine INFO: Epoch: [21] [2020/3251] learning_rate: 0.177804 loss_vfl: 0.850859 loss_bbox: 0.284385 loss_dfl: 0.174941 loss: 1.316054 eta: 6 days, 9:26:32 batch_cost: 2.3165 data_cost: 0.0009 ips: 12.0870 images/s [11/13 12:36:04] ppdet.engine INFO: Epoch: [21] [2040/3251] learning_rate: 0.177792 loss_vfl: 0.844927 loss_bbox: 0.343376 loss_dfl: 0.218566 loss: 1.400874 eta: 6 days, 9:25:47 batch_cost: 2.1488 data_cost: 0.0010 ips: 13.0304 images/s [11/13 12:36:51] ppdet.engine INFO: Epoch: [21] [2060/3251] learning_rate: 0.177780 loss_vfl: 0.847739 loss_bbox: 0.314597 loss_dfl: 0.190206 loss: 1.352849 eta: 6 days, 9:25:04 batch_cost: 2.1663 data_cost: 0.0011 ips: 12.9251 images/s [11/13 12:37:37] ppdet.engine INFO: Epoch: [21] [2080/3251] learning_rate: 0.177768 loss_vfl: 0.810457 loss_bbox: 0.280817 loss_dfl: 0.187155 loss: 1.334508 eta: 6 days, 9:24:18 batch_cost: 2.1310 data_cost: 0.0010 ips: 13.1391 images/s [11/13 12:38:25] ppdet.engine INFO: Epoch: [21] [2100/3251] learning_rate: 0.177756 loss_vfl: 0.826208 loss_bbox: 0.274708 loss_dfl: 0.180746 loss: 1.307801 eta: 6 days, 9:23:46 batch_cost: 2.3235 data_cost: 0.0014 ips: 12.0506 images/s [11/13 12:39:13] ppdet.engine INFO: Epoch: [21] [2120/3251] learning_rate: 0.177743 loss_vfl: 0.838616 loss_bbox: 0.255600 loss_dfl: 0.172822 loss: 1.278541 eta: 6 days, 9:23:09 batch_cost: 2.2583 data_cost: 0.0009 ips: 12.3988 images/s [11/13 12:39:59] ppdet.engine INFO: Epoch: [21] [2140/3251] learning_rate: 0.177731 loss_vfl: 0.842749 loss_bbox: 0.286945 loss_dfl: 0.180590 loss: 1.309132 eta: 6 days, 9:22:29 batch_cost: 2.2121 data_cost: 0.0010 ips: 12.6576 images/s [11/13 12:40:43] ppdet.engine INFO: Epoch: [21] [2160/3251] learning_rate: 0.177719 loss_vfl: 0.825445 loss_bbox: 0.284480 loss_dfl: 0.184531 loss: 1.290943 eta: 6 days, 9:21:37 batch_cost: 2.0472 data_cost: 0.0012 ips: 13.6773 images/s [11/13 12:41:29] ppdet.engine INFO: Epoch: [21] [2180/3251] learning_rate: 0.177707 loss_vfl: 0.851055 loss_bbox: 0.306570 loss_dfl: 0.194614 loss: 1.370741 eta: 6 days, 9:20:51 batch_cost: 2.1324 data_cost: 0.0010 ips: 13.1306 images/s [11/13 12:42:15] ppdet.engine INFO: Epoch: [21] [2200/3251] learning_rate: 0.177695 loss_vfl: 0.821797 loss_bbox: 0.271102 loss_dfl: 0.178780 loss: 1.277077 eta: 6 days, 9:20:11 batch_cost: 2.2130 data_cost: 0.0017 ips: 12.6523 images/s [11/13 12:42:59] ppdet.engine INFO: Epoch: [21] [2220/3251] learning_rate: 0.177683 loss_vfl: 0.859394 loss_bbox: 0.299027 loss_dfl: 0.194209 loss: 1.361799 eta: 6 days, 9:19:19 batch_cost: 2.0511 data_cost: 0.0009 ips: 13.6515 images/s [11/13 12:43:45] ppdet.engine INFO: Epoch: [21] [2240/3251] learning_rate: 0.177670 loss_vfl: 0.835546 loss_bbox: 0.277621 loss_dfl: 0.179034 loss: 1.299391 eta: 6 days, 9:18:35 batch_cost: 2.1548 data_cost: 0.0011 ips: 12.9944 images/s [11/13 12:44:28] ppdet.engine INFO: Epoch: [21] [2260/3251] learning_rate: 0.177658 loss_vfl: 0.831716 loss_bbox: 0.319009 loss_dfl: 0.191104 loss: 1.327716 eta: 6 days, 9:17:38 batch_cost: 1.9886 data_cost: 0.0010 ips: 14.0805 images/s [11/13 12:45:14] ppdet.engine INFO: Epoch: [21] [2280/3251] learning_rate: 0.177646 loss_vfl: 0.852557 loss_bbox: 0.294134 loss_dfl: 0.187069 loss: 1.340826 eta: 6 days, 9:16:52 batch_cost: 2.1208 data_cost: 0.0010 ips: 13.2024 images/s [11/13 12:45:57] ppdet.engine INFO: Epoch: [21] [2300/3251] learning_rate: 0.177634 loss_vfl: 0.834749 loss_bbox: 0.318461 loss_dfl: 0.200722 loss: 1.360466 eta: 6 days, 9:15:53 batch_cost: 1.9532 data_cost: 0.0010 ips: 14.3351 images/s [11/13 12:46:45] ppdet.engine INFO: Epoch: [21] [2320/3251] learning_rate: 0.177622 loss_vfl: 0.846999 loss_bbox: 0.252844 loss_dfl: 0.175848 loss: 1.296190 eta: 6 days, 9:15:14 batch_cost: 2.2379 data_cost: 0.0009 ips: 12.5118 images/s [11/13 12:47:30] ppdet.engine INFO: Epoch: [21] [2340/3251] learning_rate: 0.177609 loss_vfl: 0.832659 loss_bbox: 0.310854 loss_dfl: 0.201058 loss: 1.348808 eta: 6 days, 9:14:27 batch_cost: 2.1041 data_cost: 0.0010 ips: 13.3075 images/s [11/13 12:48:16] ppdet.engine INFO: Epoch: [21] [2360/3251] learning_rate: 0.177597 loss_vfl: 0.852032 loss_bbox: 0.303818 loss_dfl: 0.186555 loss: 1.326370 eta: 6 days, 9:13:41 batch_cost: 2.1379 data_cost: 0.0010 ips: 13.0970 images/s [11/13 12:49:02] ppdet.engine INFO: Epoch: [21] [2380/3251] learning_rate: 0.177585 loss_vfl: 0.826455 loss_bbox: 0.292954 loss_dfl: 0.181459 loss: 1.329127 eta: 6 days, 9:12:58 batch_cost: 2.1795 data_cost: 0.0011 ips: 12.8469 images/s [11/13 12:49:47] ppdet.engine INFO: Epoch: [21] [2400/3251] learning_rate: 0.177573 loss_vfl: 0.859300 loss_bbox: 0.268330 loss_dfl: 0.182350 loss: 1.310439 eta: 6 days, 9:12:08 batch_cost: 2.0704 data_cost: 0.0021 ips: 13.5238 images/s [11/13 12:50:33] ppdet.engine INFO: Epoch: [21] [2420/3251] learning_rate: 0.177561 loss_vfl: 0.838880 loss_bbox: 0.304078 loss_dfl: 0.184472 loss: 1.313022 eta: 6 days, 9:11:26 batch_cost: 2.1823 data_cost: 0.0010 ips: 12.8306 images/s [11/13 12:51:17] ppdet.engine INFO: Epoch: [21] [2440/3251] learning_rate: 0.177549 loss_vfl: 0.836702 loss_bbox: 0.313663 loss_dfl: 0.202290 loss: 1.363479 eta: 6 days, 9:10:39 batch_cost: 2.1155 data_cost: 0.0009 ips: 13.2354 images/s [11/13 12:52:04] ppdet.engine INFO: Epoch: [21] [2460/3251] learning_rate: 0.177536 loss_vfl: 0.833815 loss_bbox: 0.263893 loss_dfl: 0.178195 loss: 1.268289 eta: 6 days, 9:09:58 batch_cost: 2.2030 data_cost: 0.0011 ips: 12.7101 images/s [11/13 12:52:50] ppdet.engine INFO: Epoch: [21] [2480/3251] learning_rate: 0.177524 loss_vfl: 0.829699 loss_bbox: 0.312319 loss_dfl: 0.196351 loss: 1.317107 eta: 6 days, 9:09:13 batch_cost: 2.1397 data_cost: 0.0010 ips: 13.0858 images/s [11/13 12:53:38] ppdet.engine INFO: Epoch: [21] [2500/3251] learning_rate: 0.177512 loss_vfl: 0.817566 loss_bbox: 0.277651 loss_dfl: 0.189816 loss: 1.317178 eta: 6 days, 9:08:35 batch_cost: 2.2547 data_cost: 0.0010 ips: 12.4184 images/s [11/13 12:54:22] ppdet.engine INFO: Epoch: [21] [2520/3251] learning_rate: 0.177500 loss_vfl: 0.848219 loss_bbox: 0.287051 loss_dfl: 0.198161 loss: 1.345896 eta: 6 days, 9:07:44 batch_cost: 2.0569 data_cost: 0.0010 ips: 13.6125 images/s [11/13 12:55:09] ppdet.engine INFO: Epoch: [21] [2540/3251] learning_rate: 0.177487 loss_vfl: 0.865786 loss_bbox: 0.308757 loss_dfl: 0.195225 loss: 1.368103 eta: 6 days, 9:07:04 batch_cost: 2.2089 data_cost: 0.0010 ips: 12.6760 images/s [11/13 12:55:54] ppdet.engine INFO: Epoch: [21] [2560/3251] learning_rate: 0.177475 loss_vfl: 0.856173 loss_bbox: 0.247503 loss_dfl: 0.174052 loss: 1.282295 eta: 6 days, 9:06:16 batch_cost: 2.1080 data_cost: 0.0010 ips: 13.2827 images/s [11/13 12:56:42] ppdet.engine INFO: Epoch: [21] [2580/3251] learning_rate: 0.177463 loss_vfl: 0.873931 loss_bbox: 0.335020 loss_dfl: 0.206887 loss: 1.423443 eta: 6 days, 9:05:38 batch_cost: 2.2351 data_cost: 0.0013 ips: 12.5275 images/s [11/13 12:57:28] ppdet.engine INFO: Epoch: [21] [2600/3251] learning_rate: 0.177451 loss_vfl: 0.852077 loss_bbox: 0.284977 loss_dfl: 0.189581 loss: 1.348008 eta: 6 days, 9:04:57 batch_cost: 2.2033 data_cost: 0.0017 ips: 12.7080 images/s [11/13 12:58:14] ppdet.engine INFO: Epoch: [21] [2620/3251] learning_rate: 0.177439 loss_vfl: 0.850362 loss_bbox: 0.308046 loss_dfl: 0.188198 loss: 1.345455 eta: 6 days, 9:04:08 batch_cost: 2.0960 data_cost: 0.0013 ips: 13.3585 images/s [11/13 12:58:59] ppdet.engine INFO: Epoch: [21] [2640/3251] learning_rate: 0.177426 loss_vfl: 0.831470 loss_bbox: 0.324071 loss_dfl: 0.206586 loss: 1.373090 eta: 6 days, 9:03:22 batch_cost: 2.1337 data_cost: 0.0010 ips: 13.1230 images/s [11/13 12:59:47] ppdet.engine INFO: Epoch: [21] [2660/3251] learning_rate: 0.177414 loss_vfl: 0.831041 loss_bbox: 0.267193 loss_dfl: 0.192260 loss: 1.302907 eta: 6 days, 9:02:41 batch_cost: 2.1993 data_cost: 0.0009 ips: 12.7311 images/s [11/13 13:00:32] ppdet.engine INFO: Epoch: [21] [2680/3251] learning_rate: 0.177402 loss_vfl: 0.854358 loss_bbox: 0.321211 loss_dfl: 0.200271 loss: 1.373413 eta: 6 days, 9:01:58 batch_cost: 2.1708 data_cost: 0.0010 ips: 12.8984 images/s [11/13 13:01:19] ppdet.engine INFO: Epoch: [21] [2700/3251] learning_rate: 0.177390 loss_vfl: 0.848475 loss_bbox: 0.298474 loss_dfl: 0.193599 loss: 1.345328 eta: 6 days, 9:01:12 batch_cost: 2.1281 data_cost: 0.0009 ips: 13.1571 images/s [11/13 13:02:05] ppdet.engine INFO: Epoch: [21] [2720/3251] learning_rate: 0.177377 loss_vfl: 0.839747 loss_bbox: 0.305792 loss_dfl: 0.195558 loss: 1.349868 eta: 6 days, 9:00:33 batch_cost: 2.2312 data_cost: 0.0010 ips: 12.5491 images/s [11/13 13:02:51] ppdet.engine INFO: Epoch: [21] [2740/3251] learning_rate: 0.177365 loss_vfl: 0.823570 loss_bbox: 0.298718 loss_dfl: 0.200397 loss: 1.333418 eta: 6 days, 8:59:49 batch_cost: 2.1592 data_cost: 0.0010 ips: 12.9677 images/s [11/13 13:03:38] ppdet.engine INFO: Epoch: [21] [2760/3251] learning_rate: 0.177353 loss_vfl: 0.847753 loss_bbox: 0.314445 loss_dfl: 0.196503 loss: 1.379076 eta: 6 days, 8:59:11 batch_cost: 2.2364 data_cost: 0.0010 ips: 12.5203 images/s [11/13 13:04:26] ppdet.engine INFO: Epoch: [21] [2780/3251] learning_rate: 0.177341 loss_vfl: 0.842017 loss_bbox: 0.304456 loss_dfl: 0.197676 loss: 1.345860 eta: 6 days, 8:58:29 batch_cost: 2.1921 data_cost: 0.0010 ips: 12.7729 images/s [11/13 13:05:12] ppdet.engine INFO: Epoch: [21] [2800/3251] learning_rate: 0.177328 loss_vfl: 0.840119 loss_bbox: 0.263481 loss_dfl: 0.172756 loss: 1.244126 eta: 6 days, 8:57:44 batch_cost: 2.1397 data_cost: 0.0009 ips: 13.0862 images/s [11/13 13:05:59] ppdet.engine INFO: Epoch: [21] [2820/3251] learning_rate: 0.177316 loss_vfl: 0.842988 loss_bbox: 0.292466 loss_dfl: 0.188795 loss: 1.319729 eta: 6 days, 8:57:08 batch_cost: 2.2710 data_cost: 0.0010 ips: 12.3295 images/s [11/13 13:06:44] ppdet.engine INFO: Epoch: [21] [2840/3251] learning_rate: 0.177304 loss_vfl: 0.837918 loss_bbox: 0.309556 loss_dfl: 0.205031 loss: 1.377985 eta: 6 days, 8:56:21 batch_cost: 2.1215 data_cost: 0.0009 ips: 13.1980 images/s [11/13 13:07:33] ppdet.engine INFO: Epoch: [21] [2860/3251] learning_rate: 0.177292 loss_vfl: 0.840243 loss_bbox: 0.315513 loss_dfl: 0.201064 loss: 1.354137 eta: 6 days, 8:55:44 batch_cost: 2.2496 data_cost: 0.0010 ips: 12.4464 images/s [11/13 13:08:19] ppdet.engine INFO: Epoch: [21] [2880/3251] learning_rate: 0.177279 loss_vfl: 0.823609 loss_bbox: 0.295448 loss_dfl: 0.200045 loss: 1.294593 eta: 6 days, 8:55:00 batch_cost: 2.1644 data_cost: 0.0010 ips: 12.9365 images/s [11/13 13:09:03] ppdet.engine INFO: Epoch: [21] [2900/3251] learning_rate: 0.177267 loss_vfl: 0.827883 loss_bbox: 0.318083 loss_dfl: 0.204442 loss: 1.356724 eta: 6 days, 8:54:11 batch_cost: 2.0816 data_cost: 0.0010 ips: 13.4513 images/s [11/13 13:09:51] ppdet.engine INFO: Epoch: [21] [2920/3251] learning_rate: 0.177255 loss_vfl: 0.843817 loss_bbox: 0.310878 loss_dfl: 0.210751 loss: 1.373444 eta: 6 days, 8:53:37 batch_cost: 2.3005 data_cost: 0.0009 ips: 12.1710 images/s [11/13 13:10:35] ppdet.engine INFO: Epoch: [21] [2940/3251] learning_rate: 0.177243 loss_vfl: 0.813178 loss_bbox: 0.307648 loss_dfl: 0.200244 loss: 1.332373 eta: 6 days, 8:52:48 batch_cost: 2.0963 data_cost: 0.0009 ips: 13.3566 images/s [11/13 13:11:21] ppdet.engine INFO: Epoch: [21] [2960/3251] learning_rate: 0.177230 loss_vfl: 0.825638 loss_bbox: 0.312923 loss_dfl: 0.206526 loss: 1.331929 eta: 6 days, 8:52:08 batch_cost: 2.2173 data_cost: 0.0011 ips: 12.6281 images/s [11/13 13:12:07] ppdet.engine INFO: Epoch: [21] [2980/3251] learning_rate: 0.177218 loss_vfl: 0.857723 loss_bbox: 0.294790 loss_dfl: 0.186153 loss: 1.393823 eta: 6 days, 8:51:23 batch_cost: 2.1390 data_cost: 0.0009 ips: 13.0901 images/s [11/13 13:12:54] ppdet.engine INFO: Epoch: [21] [3000/3251] learning_rate: 0.177206 loss_vfl: 0.831108 loss_bbox: 0.312495 loss_dfl: 0.203731 loss: 1.360639 eta: 6 days, 8:50:42 batch_cost: 2.1931 data_cost: 0.0009 ips: 12.7675 images/s [11/13 13:13:40] ppdet.engine INFO: Epoch: [21] [3020/3251] learning_rate: 0.177193 loss_vfl: 0.825879 loss_bbox: 0.270371 loss_dfl: 0.178509 loss: 1.268127 eta: 6 days, 8:49:54 batch_cost: 2.1027 data_cost: 0.0011 ips: 13.3160 images/s [11/13 13:14:26] ppdet.engine INFO: Epoch: [21] [3040/3251] learning_rate: 0.177181 loss_vfl: 0.857542 loss_bbox: 0.302184 loss_dfl: 0.187148 loss: 1.328279 eta: 6 days, 8:49:11 batch_cost: 2.1730 data_cost: 0.0010 ips: 12.8854 images/s [11/13 13:15:10] ppdet.engine INFO: Epoch: [21] [3060/3251] learning_rate: 0.177169 loss_vfl: 0.825492 loss_bbox: 0.319464 loss_dfl: 0.200696 loss: 1.353068 eta: 6 days, 8:48:21 batch_cost: 2.0834 data_cost: 0.0012 ips: 13.4398 images/s [11/13 13:15:56] ppdet.engine INFO: Epoch: [21] [3080/3251] learning_rate: 0.177157 loss_vfl: 0.850094 loss_bbox: 0.286876 loss_dfl: 0.189821 loss: 1.351868 eta: 6 days, 8:47:33 batch_cost: 2.1041 data_cost: 0.0015 ips: 13.3072 images/s [11/13 13:16:42] ppdet.engine INFO: Epoch: [21] [3100/3251] learning_rate: 0.177144 loss_vfl: 0.853788 loss_bbox: 0.281211 loss_dfl: 0.192529 loss: 1.323592 eta: 6 days, 8:46:47 batch_cost: 2.1279 data_cost: 0.0014 ips: 13.1587 images/s [11/13 13:17:30] ppdet.engine INFO: Epoch: [21] [3120/3251] learning_rate: 0.177132 loss_vfl: 0.842138 loss_bbox: 0.291316 loss_dfl: 0.174386 loss: 1.333081 eta: 6 days, 8:46:12 batch_cost: 2.2861 data_cost: 0.0011 ips: 12.2479 images/s [11/13 13:18:15] ppdet.engine INFO: Epoch: [21] [3140/3251] learning_rate: 0.177120 loss_vfl: 0.852996 loss_bbox: 0.279207 loss_dfl: 0.178425 loss: 1.315683 eta: 6 days, 8:45:23 batch_cost: 2.0815 data_cost: 0.0010 ips: 13.4519 images/s [11/13 13:19:01] ppdet.engine INFO: Epoch: [21] [3160/3251] learning_rate: 0.177107 loss_vfl: 0.854113 loss_bbox: 0.301900 loss_dfl: 0.200180 loss: 1.355156 eta: 6 days, 8:44:37 batch_cost: 2.1312 data_cost: 0.0010 ips: 13.1384 images/s [11/13 13:19:46] ppdet.engine INFO: Epoch: [21] [3180/3251] learning_rate: 0.177095 loss_vfl: 0.831893 loss_bbox: 0.290462 loss_dfl: 0.188377 loss: 1.301878 eta: 6 days, 8:43:50 batch_cost: 2.1201 data_cost: 0.0012 ips: 13.2069 images/s [11/13 13:20:32] ppdet.engine INFO: Epoch: [21] [3200/3251] learning_rate: 0.177083 loss_vfl: 0.859553 loss_bbox: 0.309175 loss_dfl: 0.193871 loss: 1.369972 eta: 6 days, 8:43:09 batch_cost: 2.1933 data_cost: 0.0010 ips: 12.7661 images/s [11/13 13:21:17] ppdet.engine INFO: Epoch: [21] [3220/3251] learning_rate: 0.177070 loss_vfl: 0.838603 loss_bbox: 0.281353 loss_dfl: 0.181148 loss: 1.303576 eta: 6 days, 8:42:21 batch_cost: 2.1130 data_cost: 0.0010 ips: 13.2515 images/s [11/13 13:22:01] ppdet.engine INFO: Epoch: [21] [3240/3251] learning_rate: 0.177058 loss_vfl: 0.840852 loss_bbox: 0.294556 loss_dfl: 0.198950 loss: 1.340991 eta: 6 days, 8:41:17 batch_cost: 1.8792 data_cost: 0.0014 ips: 14.9000 images/s [11/13 13:22:19] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_lcnet_2_5x_640_mainbody [11/13 13:22:20] ppdet.engine INFO: Eval iter: 0 [11/13 13:23:08] ppdet.engine INFO: Eval iter: 100 [11/13 13:23:35] ppdet.engine INFO: Eval iter: 200 [11/13 13:24:02] ppdet.engine INFO: Eval iter: 300 [11/13 13:24:29] ppdet.engine INFO: Eval iter: 400 [11/13 13:24:55] ppdet.engine INFO: Eval iter: 500 [11/13 13:25:22] ppdet.engine INFO: Eval iter: 600 [11/13 13:25:49] ppdet.engine INFO: Eval iter: 700 [11/13 13:26:15] ppdet.engine INFO: Eval iter: 800 [11/13 13:26:43] ppdet.engine INFO: Eval iter: 900 [11/13 13:27:11] ppdet.engine INFO: Eval iter: 1000 [11/13 13:27:37] ppdet.engine INFO: Eval iter: 1100 [11/13 13:28:03] ppdet.engine INFO: Eval iter: 1200 [11/13 13:28:30] ppdet.engine INFO: Eval iter: 1300 [11/13 13:28:56] ppdet.engine INFO: Eval iter: 1400 [11/13 13:29:23] ppdet.engine INFO: Eval iter: 1500 [11/13 13:29:51] ppdet.engine INFO: Eval iter: 1600 [11/13 13:30:20] ppdet.engine INFO: Eval iter: 1700 [11/13 13:30:51] ppdet.engine INFO: Eval iter: 1800 [11/13 13:31:18] ppdet.engine INFO: Eval iter: 1900 [11/13 13:31:46] ppdet.engine INFO: Eval iter: 2000 [11/13 13:32:14] ppdet.engine INFO: Eval iter: 2100 [11/13 13:32:41] ppdet.engine INFO: Eval iter: 2200 [11/13 13:33:09] ppdet.engine INFO: Eval iter: 2300 [11/13 13:34:10] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json. loading annotations into memory... Done (t=1.19s) creating index... index created! [11/13 13:34:12] ppdet.metrics.coco_utils INFO: Start evaluate... Loading and preparing results... DONE (t=15.64s) creating index... index created! Running per image evaluation... Evaluate annotation type *bbox* DONE (t=381.50s). Accumulating evaluation results... DONE (t=30.27s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.391 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.594 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.416 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.196 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.416 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.529 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.080 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.384 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.585 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.337 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.604 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.752 [11/13 13:41:23] ppdet.engine INFO: Total sample number: 19074, averge FPS: 28.221418093776027 [11/13 13:41:23] ppdet.engine INFO: Best test bbox ap is 0.392. [11/13 13:41:25] ppdet.engine INFO: Epoch: [22] [ 0/3251] learning_rate: 0.177051 loss_vfl: 0.848220 loss_bbox: 0.276296 loss_dfl: 0.191148 loss: 1.328155 eta: 6 days, 8:40:03 batch_cost: 1.3524 data_cost: 0.0013 ips: 20.7044 images/s [11/13 13:42:12] ppdet.engine INFO: Epoch: [22] [ 20/3251] learning_rate: 0.177039 loss_vfl: 0.819269 loss_bbox: 0.333809 loss_dfl: 0.216541 loss: 1.368796 eta: 6 days, 8:39:15 batch_cost: 2.0926 data_cost: 0.0013 ips: 13.3803 images/s [11/13 13:42:58] ppdet.engine INFO: Epoch: [22] [ 40/3251] learning_rate: 0.177027 loss_vfl: 0.826740 loss_bbox: 0.305636 loss_dfl: 0.201776 loss: 1.342525 eta: 6 days, 8:38:33 batch_cost: 2.1962 data_cost: 0.0011 ips: 12.7494 images/s [11/13 13:43:44] ppdet.engine INFO: Epoch: [22] [ 60/3251] learning_rate: 0.177014 loss_vfl: 0.817546 loss_bbox: 0.299995 loss_dfl: 0.191493 loss: 1.327934 eta: 6 days, 8:37:48 batch_cost: 2.1399 data_cost: 0.0013 ips: 13.0844 images/s [11/13 13:44:29] ppdet.engine INFO: Epoch: [22] [ 80/3251] learning_rate: 0.177002 loss_vfl: 0.826924 loss_bbox: 0.269841 loss_dfl: 0.182497 loss: 1.277486 eta: 6 days, 8:37:00 batch_cost: 2.0973 data_cost: 0.0010 ips: 13.3508 images/s [11/13 13:45:14] ppdet.engine INFO: Epoch: [22] [ 100/3251] learning_rate: 0.176990 loss_vfl: 0.864810 loss_bbox: 0.271130 loss_dfl: 0.187397 loss: 1.279181 eta: 6 days, 8:36:14 batch_cost: 2.1300 data_cost: 0.0010 ips: 13.1454 images/s [11/13 13:46:00] ppdet.engine INFO: Epoch: [22] [ 120/3251] learning_rate: 0.176977 loss_vfl: 0.848154 loss_bbox: 0.280236 loss_dfl: 0.191047 loss: 1.350228 eta: 6 days, 8:35:30 batch_cost: 2.1576 data_cost: 0.0012 ips: 12.9772 images/s [11/13 13:46:46] ppdet.engine INFO: Epoch: [22] [ 140/3251] learning_rate: 0.176965 loss_vfl: 0.855068 loss_bbox: 0.267573 loss_dfl: 0.184494 loss: 1.301014 eta: 6 days, 8:34:47 batch_cost: 2.1825 data_cost: 0.0010 ips: 12.8291 images/s [11/13 13:47:34] ppdet.engine INFO: Epoch: [22] [ 160/3251] learning_rate: 0.176953 loss_vfl: 0.842143 loss_bbox: 0.311558 loss_dfl: 0.198022 loss: 1.338336 eta: 6 days, 8:34:10 batch_cost: 2.2465 data_cost: 0.0010 ips: 12.4637 images/s [11/13 13:48:20] ppdet.engine INFO: Epoch: [22] [ 180/3251] learning_rate: 0.176940 loss_vfl: 0.838513 loss_bbox: 0.291573 loss_dfl: 0.193978 loss: 1.327590 eta: 6 days, 8:33:28 batch_cost: 2.1913 data_cost: 0.0010 ips: 12.7777 images/s [11/13 13:49:05] ppdet.engine INFO: Epoch: [22] [ 200/3251] learning_rate: 0.176928 loss_vfl: 0.873851 loss_bbox: 0.328508 loss_dfl: 0.209297 loss: 1.422581 eta: 6 days, 8:32:39 batch_cost: 2.0824 data_cost: 0.0011 ips: 13.4457 images/s [11/13 13:49:50] ppdet.engine INFO: Epoch: [22] [ 220/3251] learning_rate: 0.176916 loss_vfl: 0.836535 loss_bbox: 0.311408 loss_dfl: 0.205651 loss: 1.339314 eta: 6 days, 8:31:55 batch_cost: 2.1690 data_cost: 0.0009 ips: 12.9092 images/s [11/13 13:50:36] ppdet.engine INFO: Epoch: [22] [ 240/3251] learning_rate: 0.176903 loss_vfl: 0.835715 loss_bbox: 0.294589 loss_dfl: 0.192345 loss: 1.321979 eta: 6 days, 8:31:07 batch_cost: 2.1003 data_cost: 0.0040 ips: 13.3313 images/s [11/13 13:51:24] ppdet.engine INFO: Epoch: [22] [ 260/3251] learning_rate: 0.176891 loss_vfl: 0.842985 loss_bbox: 0.255107 loss_dfl: 0.169150 loss: 1.268354 eta: 6 days, 8:30:26 batch_cost: 2.1982 data_cost: 0.0010 ips: 12.7375 images/s [11/13 13:52:10] ppdet.engine INFO: Epoch: [22] [ 280/3251] learning_rate: 0.176879 loss_vfl: 0.847951 loss_bbox: 0.317224 loss_dfl: 0.205916 loss: 1.393943 eta: 6 days, 8:29:47 batch_cost: 2.2244 data_cost: 0.0011 ips: 12.5877 images/s [11/13 13:52:58] ppdet.engine INFO: Epoch: [22] [ 300/3251] learning_rate: 0.176866 loss_vfl: 0.829268 loss_bbox: 0.299642 loss_dfl: 0.203073 loss: 1.360247 eta: 6 days, 8:29:09 batch_cost: 2.2504 data_cost: 0.0009 ips: 12.4422 images/s [11/13 13:53:45] ppdet.engine INFO: Epoch: [22] [ 320/3251] learning_rate: 0.176854 loss_vfl: 0.833345 loss_bbox: 0.281872 loss_dfl: 0.184933 loss: 1.276158 eta: 6 days, 8:28:31 batch_cost: 2.2377 data_cost: 0.0010 ips: 12.5129 images/s [11/13 13:54:32] ppdet.engine INFO: Epoch: [22] [ 340/3251] learning_rate: 0.176841 loss_vfl: 0.855876 loss_bbox: 0.313649 loss_dfl: 0.197290 loss: 1.345527 eta: 6 days, 8:27:52 batch_cost: 2.2300 data_cost: 0.0010 ips: 12.5559 images/s [11/13 13:55:19] ppdet.engine INFO: Epoch: [22] [ 360/3251] learning_rate: 0.176829 loss_vfl: 0.836578 loss_bbox: 0.297739 loss_dfl: 0.196603 loss: 1.354715 eta: 6 days, 8:27:14 batch_cost: 2.2438 data_cost: 0.0010 ips: 12.4789 images/s [11/13 13:56:06] ppdet.engine INFO: Epoch: [22] [ 380/3251] learning_rate: 0.176817 loss_vfl: 0.852668 loss_bbox: 0.275025 loss_dfl: 0.182582 loss: 1.317368 eta: 6 days, 8:26:34 batch_cost: 2.2172 data_cost: 0.0010 ips: 12.6287 images/s [11/13 13:56:54] ppdet.engine INFO: Epoch: [22] [ 400/3251] learning_rate: 0.176804 loss_vfl: 0.835783 loss_bbox: 0.303577 loss_dfl: 0.191577 loss: 1.324972 eta: 6 days, 8:26:00 batch_cost: 2.2952 data_cost: 0.0010 ips: 12.1993 images/s [11/13 13:57:39] ppdet.engine INFO: Epoch: [22] [ 420/3251] learning_rate: 0.176792 loss_vfl: 0.853112 loss_bbox: 0.302680 loss_dfl: 0.193977 loss: 1.353304 eta: 6 days, 8:25:06 batch_cost: 2.0176 data_cost: 0.0010 ips: 13.8777 images/s [11/13 13:58:26] ppdet.engine INFO: Epoch: [22] [ 440/3251] learning_rate: 0.176780 loss_vfl: 0.800716 loss_bbox: 0.277423 loss_dfl: 0.175818 loss: 1.280470 eta: 6 days, 8:24:25 batch_cost: 2.2016 data_cost: 0.0009 ips: 12.7179 images/s [11/13 13:59:11] ppdet.engine INFO: Epoch: [22] [ 460/3251] learning_rate: 0.176767 loss_vfl: 0.834515 loss_bbox: 0.296336 loss_dfl: 0.203493 loss: 1.334645 eta: 6 days, 8:23:37 batch_cost: 2.0953 data_cost: 0.0009 ips: 13.3631 images/s [11/13 13:59:58] ppdet.engine INFO: Epoch: [22] [ 480/3251] learning_rate: 0.176755 loss_vfl: 0.810577 loss_bbox: 0.286990 loss_dfl: 0.180861 loss: 1.290049 eta: 6 days, 8:23:01 batch_cost: 2.2781 data_cost: 0.0010 ips: 12.2910 images/s [11/13 14:00:46] ppdet.engine INFO: Epoch: [22] [ 500/3251] learning_rate: 0.176742 loss_vfl: 0.817897 loss_bbox: 0.291187 loss_dfl: 0.185325 loss: 1.339687 eta: 6 days, 8:22:25 batch_cost: 2.2700 data_cost: 0.0010 ips: 12.3349 images/s [11/13 14:01:32] ppdet.engine INFO: Epoch: [22] [ 520/3251] learning_rate: 0.176730 loss_vfl: 0.834440 loss_bbox: 0.320108 loss_dfl: 0.210327 loss: 1.353467 eta: 6 days, 8:21:42 batch_cost: 2.1737 data_cost: 0.0011 ips: 12.8810 images/s [11/13 14:02:19] ppdet.engine INFO: Epoch: [22] [ 540/3251] learning_rate: 0.176718 loss_vfl: 0.820786 loss_bbox: 0.295758 loss_dfl: 0.189736 loss: 1.301082 eta: 6 days, 8:21:07 batch_cost: 2.2810 data_cost: 0.0009 ips: 12.2751 images/s [11/13 14:03:03] ppdet.engine INFO: Epoch: [22] [ 560/3251] learning_rate: 0.176705 loss_vfl: 0.838248 loss_bbox: 0.305683 loss_dfl: 0.200969 loss: 1.335925 eta: 6 days, 8:20:13 batch_cost: 2.0247 data_cost: 0.0009 ips: 13.8293 images/s [11/13 14:03:49] ppdet.engine INFO: Epoch: [22] [ 580/3251] learning_rate: 0.176693 loss_vfl: 0.833420 loss_bbox: 0.335147 loss_dfl: 0.210794 loss: 1.374948 eta: 6 days, 8:19:27 batch_cost: 2.1226 data_cost: 0.0012 ips: 13.1912 images/s [11/13 14:04:35] ppdet.engine INFO: Epoch: [22] [ 600/3251] learning_rate: 0.176680 loss_vfl: 0.855818 loss_bbox: 0.301520 loss_dfl: 0.192770 loss: 1.378418 eta: 6 days, 8:18:39 batch_cost: 2.1079 data_cost: 0.0012 ips: 13.2833 images/s [11/13 14:05:22] ppdet.engine INFO: Epoch: [22] [ 620/3251] learning_rate: 0.176668 loss_vfl: 0.833350 loss_bbox: 0.303994 loss_dfl: 0.196424 loss: 1.371538 eta: 6 days, 8:18:00 batch_cost: 2.2287 data_cost: 0.0010 ips: 12.5635 images/s [11/13 14:06:10] ppdet.engine INFO: Epoch: [22] [ 640/3251] learning_rate: 0.176656 loss_vfl: 0.853672 loss_bbox: 0.320536 loss_dfl: 0.209970 loss: 1.376386 eta: 6 days, 8:17:24 batch_cost: 2.2695 data_cost: 0.0209 ips: 12.3378 images/s [11/13 14:06:56] ppdet.engine INFO: Epoch: [22] [ 660/3251] learning_rate: 0.176643 loss_vfl: 0.841152 loss_bbox: 0.322320 loss_dfl: 0.193721 loss: 1.375983 eta: 6 days, 8:16:41 batch_cost: 2.1680 data_cost: 0.0010 ips: 12.9153 images/s [11/13 14:07:42] ppdet.engine INFO: Epoch: [22] [ 680/3251] learning_rate: 0.176631 loss_vfl: 0.824483 loss_bbox: 0.310823 loss_dfl: 0.195118 loss: 1.337456 eta: 6 days, 8:15:57 batch_cost: 2.1636 data_cost: 0.0010 ips: 12.9413 images/s [11/13 14:08:30] ppdet.engine INFO: Epoch: [22] [ 700/3251] learning_rate: 0.176618 loss_vfl: 0.821876 loss_bbox: 0.333008 loss_dfl: 0.207138 loss: 1.378202 eta: 6 days, 8:15:20 batch_cost: 2.2642 data_cost: 0.0009 ips: 12.3664 images/s [11/13 14:09:16] ppdet.engine INFO: Epoch: [22] [ 720/3251] learning_rate: 0.176606 loss_vfl: 0.805430 loss_bbox: 0.320194 loss_dfl: 0.193470 loss: 1.317659 eta: 6 days, 8:14:35 batch_cost: 2.1355 data_cost: 0.0010 ips: 13.1117 images/s [11/13 14:10:00] ppdet.engine INFO: Epoch: [22] [ 740/3251] learning_rate: 0.176594 loss_vfl: 0.827899 loss_bbox: 0.313670 loss_dfl: 0.200699 loss: 1.378743 eta: 6 days, 8:13:46 batch_cost: 2.0916 data_cost: 0.0015 ips: 13.3869 images/s [11/13 14:10:46] ppdet.engine INFO: Epoch: [22] [ 760/3251] learning_rate: 0.176581 loss_vfl: 0.830167 loss_bbox: 0.291692 loss_dfl: 0.193609 loss: 1.315369 eta: 6 days, 8:13:06 batch_cost: 2.2094 data_cost: 0.0010 ips: 12.6729 images/s [11/13 14:11:31] ppdet.engine INFO: Epoch: [22] [ 780/3251] learning_rate: 0.176569 loss_vfl: 0.821396 loss_bbox: 0.308913 loss_dfl: 0.193267 loss: 1.317545 eta: 6 days, 8:12:20 batch_cost: 2.1327 data_cost: 0.0009 ips: 13.1289 images/s [11/13 14:12:19] ppdet.engine INFO: Epoch: [22] [ 800/3251] learning_rate: 0.176556 loss_vfl: 0.834006 loss_bbox: 0.288617 loss_dfl: 0.183747 loss: 1.315187 eta: 6 days, 8:11:41 batch_cost: 2.2261 data_cost: 0.0013 ips: 12.5782 images/s [11/13 14:13:02] ppdet.engine INFO: Epoch: [22] [ 820/3251] learning_rate: 0.176544 loss_vfl: 0.835556 loss_bbox: 0.338293 loss_dfl: 0.224574 loss: 1.408381 eta: 6 days, 8:10:49 batch_cost: 2.0467 data_cost: 0.0011 ips: 13.6807 images/s [11/13 14:13:48] ppdet.engine INFO: Epoch: [22] [ 840/3251] learning_rate: 0.176531 loss_vfl: 0.857126 loss_bbox: 0.292726 loss_dfl: 0.194772 loss: 1.363190 eta: 6 days, 8:10:05 batch_cost: 2.1574 data_cost: 0.0009 ips: 12.9788 images/s [11/13 14:14:33] ppdet.engine INFO: Epoch: [22] [ 860/3251] learning_rate: 0.176519 loss_vfl: 0.832392 loss_bbox: 0.315538 loss_dfl: 0.201506 loss: 1.336950 eta: 6 days, 8:09:06 batch_cost: 1.9424 data_cost: 0.0010 ips: 14.4151 images/s [11/13 14:15:19] ppdet.engine INFO: Epoch: [22] [ 880/3251] learning_rate: 0.176506 loss_vfl: 0.829870 loss_bbox: 0.309947 loss_dfl: 0.186393 loss: 1.341872 eta: 6 days, 8:08:25 batch_cost: 2.2048 data_cost: 0.0009 ips: 12.6995 images/s [11/13 14:16:04] ppdet.engine INFO: Epoch: [22] [ 900/3251] learning_rate: 0.176494 loss_vfl: 0.818823 loss_bbox: 0.313041 loss_dfl: 0.199356 loss: 1.333134 eta: 6 days, 8:07:42 batch_cost: 2.1725 data_cost: 0.0009 ips: 12.8882 images/s [11/13 14:16:51] ppdet.engine INFO: Epoch: [22] [ 920/3251] learning_rate: 0.176482 loss_vfl: 0.815436 loss_bbox: 0.268436 loss_dfl: 0.185172 loss: 1.276426 eta: 6 days, 8:07:01 batch_cost: 2.2040 data_cost: 0.0010 ips: 12.7042 images/s [11/13 14:17:39] ppdet.engine INFO: Epoch: [22] [ 940/3251] learning_rate: 0.176469 loss_vfl: 0.827630 loss_bbox: 0.260202 loss_dfl: 0.173585 loss: 1.305602 eta: 6 days, 8:06:19 batch_cost: 2.1777 data_cost: 0.0010 ips: 12.8578 images/s [11/13 14:18:24] ppdet.engine INFO: Epoch: [22] [ 960/3251] learning_rate: 0.176457 loss_vfl: 0.826521 loss_bbox: 0.289667 loss_dfl: 0.191511 loss: 1.341387 eta: 6 days, 8:05:34 batch_cost: 2.1544 data_cost: 0.0013 ips: 12.9964 images/s [11/13 14:19:10] ppdet.engine INFO: Epoch: [22] [ 980/3251] learning_rate: 0.176444 loss_vfl: 0.842746 loss_bbox: 0.320195 loss_dfl: 0.193320 loss: 1.332978 eta: 6 days, 8:04:47 batch_cost: 2.1033 data_cost: 0.0011 ips: 13.3123 images/s [11/13 14:19:56] ppdet.engine INFO: Epoch: [22] [1000/3251] learning_rate: 0.176432 loss_vfl: 0.838151 loss_bbox: 0.269111 loss_dfl: 0.183356 loss: 1.309343 eta: 6 days, 8:04:05 batch_cost: 2.1977 data_cost: 0.0010 ips: 12.7409 images/s [11/13 14:20:44] ppdet.engine INFO: Epoch: [22] [1020/3251] learning_rate: 0.176419 loss_vfl: 0.819301 loss_bbox: 0.297292 loss_dfl: 0.191692 loss: 1.312281 eta: 6 days, 8:03:31 batch_cost: 2.2945 data_cost: 0.0018 ips: 12.2029 images/s [11/13 14:21:31] ppdet.engine INFO: Epoch: [22] [1040/3251] learning_rate: 0.176407 loss_vfl: 0.845962 loss_bbox: 0.297930 loss_dfl: 0.189056 loss: 1.347711 eta: 6 days, 8:02:48 batch_cost: 2.1748 data_cost: 0.0009 ips: 12.8747 images/s [11/13 14:22:15] ppdet.engine INFO: Epoch: [22] [1060/3251] learning_rate: 0.176394 loss_vfl: 0.840183 loss_bbox: 0.289822 loss_dfl: 0.190833 loss: 1.343071 eta: 6 days, 8:01:56 batch_cost: 2.0433 data_cost: 0.0011 ips: 13.7034 images/s [11/13 14:23:04] ppdet.engine INFO: Epoch: [22] [1080/3251] learning_rate: 0.176382 loss_vfl: 0.815561 loss_bbox: 0.271793 loss_dfl: 0.180471 loss: 1.289894 eta: 6 days, 8:01:18 batch_cost: 2.2507 data_cost: 0.0021 ips: 12.4408 images/s [11/13 14:23:49] ppdet.engine INFO: Epoch: [22] [1100/3251] learning_rate: 0.176369 loss_vfl: 0.829524 loss_bbox: 0.241416 loss_dfl: 0.168993 loss: 1.258500 eta: 6 days, 8:00:32 batch_cost: 2.1193 data_cost: 0.0009 ips: 13.2119 images/s [11/13 14:24:37] ppdet.engine INFO: Epoch: [22] [1120/3251] learning_rate: 0.176357 loss_vfl: 0.820917 loss_bbox: 0.291802 loss_dfl: 0.198849 loss: 1.315469 eta: 6 days, 7:59:56 batch_cost: 2.2847 data_cost: 0.0010 ips: 12.2552 images/s [11/13 14:25:26] ppdet.engine INFO: Epoch: [22] [1140/3251] learning_rate: 0.176344 loss_vfl: 0.827561 loss_bbox: 0.265527 loss_dfl: 0.164914 loss: 1.262009 eta: 6 days, 7:59:25 batch_cost: 2.3408 data_cost: 0.0009 ips: 11.9615 images/s [11/13 14:26:11] ppdet.engine INFO: Epoch: [22] [1160/3251] learning_rate: 0.176332 loss_vfl: 0.833889 loss_bbox: 0.303860 loss_dfl: 0.201625 loss: 1.329286 eta: 6 days, 7:58:41 batch_cost: 2.1501 data_cost: 0.0011 ips: 13.0229 images/s [11/13 14:26:57] ppdet.engine INFO: Epoch: [22] [1180/3251] learning_rate: 0.176319 loss_vfl: 0.842382 loss_bbox: 0.283164 loss_dfl: 0.188852 loss: 1.352561 eta: 6 days, 7:57:53 batch_cost: 2.1042 data_cost: 0.0009 ips: 13.3065 images/s [11/13 14:27:41] ppdet.engine INFO: Epoch: [22] [1200/3251] learning_rate: 0.176307 loss_vfl: 0.829847 loss_bbox: 0.288916 loss_dfl: 0.179614 loss: 1.278254 eta: 6 days, 7:57:04 batch_cost: 2.0815 data_cost: 0.0010 ips: 13.4521 images/s [11/13 14:28:29] ppdet.engine INFO: Epoch: [22] [1220/3251] learning_rate: 0.176295 loss_vfl: 0.823769 loss_bbox: 0.327757 loss_dfl: 0.195831 loss: 1.380082 eta: 6 days, 7:56:24 batch_cost: 2.2208 data_cost: 0.0009 ips: 12.6083 images/s [11/13 14:29:14] ppdet.engine INFO: Epoch: [22] [1240/3251] learning_rate: 0.176282 loss_vfl: 0.820571 loss_bbox: 0.264803 loss_dfl: 0.184746 loss: 1.273698 eta: 6 days, 7:55:39 batch_cost: 2.1511 data_cost: 0.0009 ips: 13.0167 images/s [11/13 14:30:01] ppdet.engine INFO: Epoch: [22] [1260/3251] learning_rate: 0.176270 loss_vfl: 0.844175 loss_bbox: 0.320626 loss_dfl: 0.202975 loss: 1.379219 eta: 6 days, 7:54:54 batch_cost: 2.1422 data_cost: 0.0010 ips: 13.0704 images/s [11/13 14:30:49] ppdet.engine INFO: Epoch: [22] [1280/3251] learning_rate: 0.176257 loss_vfl: 0.825779 loss_bbox: 0.275956 loss_dfl: 0.180718 loss: 1.317506 eta: 6 days, 7:54:22 batch_cost: 2.3244 data_cost: 0.0010 ips: 12.0460 images/s [11/13 14:31:34] ppdet.engine INFO: Epoch: [22] [1300/3251] learning_rate: 0.176245 loss_vfl: 0.842440 loss_bbox: 0.281806 loss_dfl: 0.182523 loss: 1.316475 eta: 6 days, 7:53:33 batch_cost: 2.0950 data_cost: 0.0011 ips: 13.3651 images/s [11/13 14:32:21] ppdet.engine INFO: Epoch: [22] [1320/3251] learning_rate: 0.176232 loss_vfl: 0.835054 loss_bbox: 0.301722 loss_dfl: 0.188689 loss: 1.320482 eta: 6 days, 7:52:51 batch_cost: 2.1783 data_cost: 0.0010 ips: 12.8541 images/s [11/13 14:33:05] ppdet.engine INFO: Epoch: [22] [1340/3251] learning_rate: 0.176219 loss_vfl: 0.844098 loss_bbox: 0.329842 loss_dfl: 0.206900 loss: 1.360200 eta: 6 days, 7:52:01 batch_cost: 2.0803 data_cost: 0.0010 ips: 13.4599 images/s [11/13 14:33:52] ppdet.engine INFO: Epoch: [22] [1360/3251] learning_rate: 0.176207 loss_vfl: 0.842730 loss_bbox: 0.270604 loss_dfl: 0.185872 loss: 1.293460 eta: 6 days, 7:51:20 batch_cost: 2.1902 data_cost: 0.0009 ips: 12.7841 images/s [11/13 14:34:40] ppdet.engine INFO: Epoch: [22] [1380/3251] learning_rate: 0.176194 loss_vfl: 0.827873 loss_bbox: 0.301581 loss_dfl: 0.194612 loss: 1.323979 eta: 6 days, 7:50:41 batch_cost: 2.2296 data_cost: 0.0009 ips: 12.5583 images/s [11/13 14:35:26] ppdet.engine INFO: Epoch: [22] [1400/3251] learning_rate: 0.176182 loss_vfl: 0.833281 loss_bbox: 0.312495 loss_dfl: 0.195614 loss: 1.346623 eta: 6 days, 7:49:56 batch_cost: 2.1556 data_cost: 0.0010 ips: 12.9897 images/s [11/13 14:36:11] ppdet.engine INFO: Epoch: [22] [1420/3251] learning_rate: 0.176169 loss_vfl: 0.825073 loss_bbox: 0.289883 loss_dfl: 0.192100 loss: 1.354277 eta: 6 days, 7:49:08 batch_cost: 2.0937 data_cost: 0.0010 ips: 13.3732 images/s [11/13 14:36:59] ppdet.engine INFO: Epoch: [22] [1440/3251] learning_rate: 0.176157 loss_vfl: 0.824590 loss_bbox: 0.287986 loss_dfl: 0.192536 loss: 1.328092 eta: 6 days, 7:48:33 batch_cost: 2.2866 data_cost: 0.0011 ips: 12.2454 images/s [11/13 14:37:46] ppdet.engine INFO: Epoch: [22] [1460/3251] learning_rate: 0.176144 loss_vfl: 0.845151 loss_bbox: 0.267494 loss_dfl: 0.168875 loss: 1.274939 eta: 6 days, 7:47:58 batch_cost: 2.2846 data_cost: 0.0010 ips: 12.2560 images/s [11/13 14:38:31] ppdet.engine INFO: Epoch: [22] [1480/3251] learning_rate: 0.176132 loss_vfl: 0.814322 loss_bbox: 0.307949 loss_dfl: 0.198650 loss: 1.311212 eta: 6 days, 7:47:14 batch_cost: 2.1601 data_cost: 0.0009 ips: 12.9625 images/s [11/13 14:39:17] ppdet.engine INFO: Epoch: [22] [1500/3251] learning_rate: 0.176119 loss_vfl: 0.839964 loss_bbox: 0.285716 loss_dfl: 0.187140 loss: 1.330387 eta: 6 days, 7:46:27 batch_cost: 2.1175 data_cost: 0.0018 ips: 13.2232 images/s [11/13 14:40:04] ppdet.engine INFO: Epoch: [22] [1520/3251] learning_rate: 0.176107 loss_vfl: 0.810563 loss_bbox: 0.294296 loss_dfl: 0.203992 loss: 1.330728 eta: 6 days, 7:45:50 batch_cost: 2.2596 data_cost: 0.0010 ips: 12.3913 images/s [11/13 14:40:48] ppdet.engine INFO: Epoch: [22] [1540/3251] learning_rate: 0.176094 loss_vfl: 0.823728 loss_bbox: 0.279506 loss_dfl: 0.189050 loss: 1.276985 eta: 6 days, 7:44:56 batch_cost: 2.0141 data_cost: 0.0010 ips: 13.9021 images/s [11/13 14:41:34] ppdet.engine INFO: Epoch: [22] [1560/3251] learning_rate: 0.176082 loss_vfl: 0.842034 loss_bbox: 0.277386 loss_dfl: 0.186519 loss: 1.322082 eta: 6 days, 7:44:12 batch_cost: 2.1566 data_cost: 0.0010 ips: 12.9831 images/s [11/13 14:42:19] ppdet.engine INFO: Epoch: [22] [1580/3251] learning_rate: 0.176069 loss_vfl: 0.848932 loss_bbox: 0.297559 loss_dfl: 0.198406 loss: 1.304327 eta: 6 days, 7:43:24 batch_cost: 2.1023 data_cost: 0.0010 ips: 13.3187 images/s [11/13 14:43:05] ppdet.engine INFO: Epoch: [22] [1600/3251] learning_rate: 0.176057 loss_vfl: 0.840399 loss_bbox: 0.279826 loss_dfl: 0.187983 loss: 1.349146 eta: 6 days, 7:42:41 batch_cost: 2.1666 data_cost: 0.0010 ips: 12.9235 images/s [11/13 14:43:50] ppdet.engine INFO: Epoch: [22] [1620/3251] learning_rate: 0.176044 loss_vfl: 0.858062 loss_bbox: 0.279498 loss_dfl: 0.189746 loss: 1.343211 eta: 6 days, 7:41:49 batch_cost: 2.0433 data_cost: 0.0010 ips: 13.7033 images/s [11/13 14:44:36] ppdet.engine INFO: Epoch: [22] [1640/3251] learning_rate: 0.176031 loss_vfl: 0.825529 loss_bbox: 0.273921 loss_dfl: 0.180105 loss: 1.267682 eta: 6 days, 7:41:06 batch_cost: 2.1750 data_cost: 0.0010 ips: 12.8737 images/s [11/13 14:45:21] ppdet.engine INFO: Epoch: [22] [1660/3251] learning_rate: 0.176019 loss_vfl: 0.827517 loss_bbox: 0.281483 loss_dfl: 0.189583 loss: 1.332786 eta: 6 days, 7:40:20 batch_cost: 2.1262 data_cost: 0.0010 ips: 13.1693 images/s [11/13 14:46:07] ppdet.engine INFO: Epoch: [22] [1680/3251] learning_rate: 0.176006 loss_vfl: 0.849497 loss_bbox: 0.288196 loss_dfl: 0.183522 loss: 1.306152 eta: 6 days, 7:39:40 batch_cost: 2.2138 data_cost: 0.0011 ips: 12.6477 images/s [11/13 14:46:53] ppdet.engine INFO: Epoch: [22] [1700/3251] learning_rate: 0.175994 loss_vfl: 0.824046 loss_bbox: 0.265394 loss_dfl: 0.174893 loss: 1.259321 eta: 6 days, 7:38:58 batch_cost: 2.1995 data_cost: 0.0010 ips: 12.7302 images/s [11/13 14:47:39] ppdet.engine INFO: Epoch: [22] [1720/3251] learning_rate: 0.175981 loss_vfl: 0.809581 loss_bbox: 0.304597 loss_dfl: 0.192843 loss: 1.349177 eta: 6 days, 7:38:14 batch_cost: 2.1452 data_cost: 0.0009 ips: 13.0522 images/s [11/13 14:48:27] ppdet.engine INFO: Epoch: [22] [1740/3251] learning_rate: 0.175969 loss_vfl: 0.836240 loss_bbox: 0.286533 loss_dfl: 0.185733 loss: 1.321187 eta: 6 days, 7:37:37 batch_cost: 2.2715 data_cost: 0.0010 ips: 12.3267 images/s [11/13 14:49:13] ppdet.engine INFO: Epoch: [22] [1760/3251] learning_rate: 0.175956 loss_vfl: 0.842318 loss_bbox: 0.281592 loss_dfl: 0.185358 loss: 1.320550 eta: 6 days, 7:36:57 batch_cost: 2.2139 data_cost: 0.0009 ips: 12.6474 images/s [11/13 14:49:59] ppdet.engine INFO: Epoch: [22] [1780/3251] learning_rate: 0.175944 loss_vfl: 0.843804 loss_bbox: 0.268876 loss_dfl: 0.172885 loss: 1.268921 eta: 6 days, 7:36:13 batch_cost: 2.1589 data_cost: 0.0010 ips: 12.9697 images/s [11/13 14:50:45] ppdet.engine INFO: Epoch: [22] [1800/3251] learning_rate: 0.175931 loss_vfl: 0.826691 loss_bbox: 0.299464 loss_dfl: 0.197642 loss: 1.320065 eta: 6 days, 7:35:29 batch_cost: 2.1472 data_cost: 0.0009 ips: 13.0403 images/s [11/13 14:51:32] ppdet.engine INFO: Epoch: [22] [1820/3251] learning_rate: 0.175918 loss_vfl: 0.825876 loss_bbox: 0.290848 loss_dfl: 0.185586 loss: 1.323681 eta: 6 days, 7:34:45 batch_cost: 2.1628 data_cost: 0.0010 ips: 12.9460 images/s [11/13 14:52:18] ppdet.engine INFO: Epoch: [22] [1840/3251] learning_rate: 0.175906 loss_vfl: 0.830705 loss_bbox: 0.287878 loss_dfl: 0.194193 loss: 1.314137 eta: 6 days, 7:34:00 batch_cost: 2.1485 data_cost: 0.0010 ips: 13.0325 images/s [11/13 14:53:04] ppdet.engine INFO: Epoch: [22] [1860/3251] learning_rate: 0.175893 loss_vfl: 0.847594 loss_bbox: 0.298088 loss_dfl: 0.180511 loss: 1.327318 eta: 6 days, 7:33:15 batch_cost: 2.1371 data_cost: 0.0010 ips: 13.1020 images/s [11/13 14:53:51] ppdet.engine INFO: Epoch: [22] [1880/3251] learning_rate: 0.175881 loss_vfl: 0.835920 loss_bbox: 0.326354 loss_dfl: 0.203976 loss: 1.395084 eta: 6 days, 7:32:34 batch_cost: 2.2115 data_cost: 0.0010 ips: 12.6609 images/s [11/13 14:54:35] ppdet.engine INFO: Epoch: [22] [1900/3251] learning_rate: 0.175868 loss_vfl: 0.841524 loss_bbox: 0.270856 loss_dfl: 0.188729 loss: 1.304318 eta: 6 days, 7:31:50 batch_cost: 2.1487 data_cost: 0.0009 ips: 13.0310 images/s [11/13 14:55:21] ppdet.engine INFO: Epoch: [22] [1920/3251] learning_rate: 0.175855 loss_vfl: 0.839095 loss_bbox: 0.293232 loss_dfl: 0.189907 loss: 1.317535 eta: 6 days, 7:31:05 batch_cost: 2.1429 data_cost: 0.0009 ips: 13.0664 images/s [11/13 14:56:06] ppdet.engine INFO: Epoch: [22] [1940/3251] learning_rate: 0.175843 loss_vfl: 0.842430 loss_bbox: 0.288062 loss_dfl: 0.196791 loss: 1.356307 eta: 6 days, 7:30:18 batch_cost: 2.1136 data_cost: 0.0009 ips: 13.2473 images/s [11/13 14:56:51] ppdet.engine INFO: Epoch: [22] [1960/3251] learning_rate: 0.175830 loss_vfl: 0.834550 loss_bbox: 0.296125 loss_dfl: 0.185318 loss: 1.299424 eta: 6 days, 7:29:28 batch_cost: 2.0681 data_cost: 0.0012 ips: 13.5389 images/s [11/13 14:57:39] ppdet.engine INFO: Epoch: [22] [1980/3251] learning_rate: 0.175818 loss_vfl: 0.810709 loss_bbox: 0.301241 loss_dfl: 0.204676 loss: 1.337337 eta: 6 days, 7:28:52 batch_cost: 2.2787 data_cost: 0.0010 ips: 12.2877 images/s [11/13 14:58:24] ppdet.engine INFO: Epoch: [22] [2000/3251] learning_rate: 0.175805 loss_vfl: 0.852546 loss_bbox: 0.259110 loss_dfl: 0.171824 loss: 1.303752 eta: 6 days, 7:28:02 batch_cost: 2.0771 data_cost: 0.0011 ips: 13.4804 images/s [11/13 14:59:09] ppdet.engine INFO: Epoch: [22] [2020/3251] learning_rate: 0.175792 loss_vfl: 0.832018 loss_bbox: 0.333570 loss_dfl: 0.199529 loss: 1.363131 eta: 6 days, 7:27:16 batch_cost: 2.1224 data_cost: 0.0010 ips: 13.1924 images/s [11/13 14:59:58] ppdet.engine INFO: Epoch: [22] [2040/3251] learning_rate: 0.175780 loss_vfl: 0.852574 loss_bbox: 0.266724 loss_dfl: 0.185500 loss: 1.314377 eta: 6 days, 7:26:43 batch_cost: 2.3156 data_cost: 0.0011 ips: 12.0920 images/s [11/13 15:00:45] ppdet.engine INFO: Epoch: [22] [2060/3251] learning_rate: 0.175767 loss_vfl: 0.837522 loss_bbox: 0.301724 loss_dfl: 0.184849 loss: 1.341171 eta: 6 days, 7:26:04 batch_cost: 2.2415 data_cost: 0.0013 ips: 12.4916 images/s [11/13 15:01:31] ppdet.engine INFO: Epoch: [22] [2080/3251] learning_rate: 0.175755 loss_vfl: 0.860961 loss_bbox: 0.261297 loss_dfl: 0.176968 loss: 1.303686 eta: 6 days, 7:25:24 batch_cost: 2.2168 data_cost: 0.0010 ips: 12.6309 images/s [11/13 15:02:19] ppdet.engine INFO: Epoch: [22] [2100/3251] learning_rate: 0.175742 loss_vfl: 0.840571 loss_bbox: 0.255291 loss_dfl: 0.188699 loss: 1.289448 eta: 6 days, 7:24:45 batch_cost: 2.2193 data_cost: 0.0009 ips: 12.6167 images/s [11/13 15:03:05] ppdet.engine INFO: Epoch: [22] [2120/3251] learning_rate: 0.175729 loss_vfl: 0.845101 loss_bbox: 0.324584 loss_dfl: 0.196653 loss: 1.339937 eta: 6 days, 7:24:04 batch_cost: 2.2106 data_cost: 0.0009 ips: 12.6663 images/s [11/13 15:03:52] ppdet.engine INFO: Epoch: [22] [2140/3251] learning_rate: 0.175717 loss_vfl: 0.812213 loss_bbox: 0.296661 loss_dfl: 0.201622 loss: 1.331383 eta: 6 days, 7:23:24 batch_cost: 2.2179 data_cost: 0.0010 ips: 12.6245 images/s [11/13 15:04:38] ppdet.engine INFO: Epoch: [22] [2160/3251] learning_rate: 0.175704 loss_vfl: 0.859991 loss_bbox: 0.264988 loss_dfl: 0.173581 loss: 1.295215 eta: 6 days, 7:22:43 batch_cost: 2.2011 data_cost: 0.0011 ips: 12.7209 images/s [11/13 15:05:23] ppdet.engine INFO: Epoch: [22] [2180/3251] learning_rate: 0.175692 loss_vfl: 0.839095 loss_bbox: 0.300505 loss_dfl: 0.198575 loss: 1.343355 eta: 6 days, 7:22:00 batch_cost: 2.1639 data_cost: 0.0011 ips: 12.9394 images/s [11/13 15:06:10] ppdet.engine INFO: Epoch: [22] [2200/3251] learning_rate: 0.175679 loss_vfl: 0.819122 loss_bbox: 0.337235 loss_dfl: 0.211443 loss: 1.364077 eta: 6 days, 7:21:18 batch_cost: 2.1934 data_cost: 0.0010 ips: 12.7658 images/s [11/13 15:06:58] ppdet.engine INFO: Epoch: [22] [2220/3251] learning_rate: 0.175666 loss_vfl: 0.843327 loss_bbox: 0.299408 loss_dfl: 0.201185 loss: 1.355545 eta: 6 days, 7:20:38 batch_cost: 2.2213 data_cost: 0.0019 ips: 12.6054 images/s [11/13 15:07:44] ppdet.engine INFO: Epoch: [22] [2240/3251] learning_rate: 0.175654 loss_vfl: 0.857507 loss_bbox: 0.271914 loss_dfl: 0.180189 loss: 1.322031 eta: 6 days, 7:19:53 batch_cost: 2.1395 data_cost: 0.0009 ips: 13.0870 images/s [11/13 15:08:30] ppdet.engine INFO: Epoch: [22] [2260/3251] learning_rate: 0.175641 loss_vfl: 0.804111 loss_bbox: 0.327634 loss_dfl: 0.207805 loss: 1.315095 eta: 6 days, 7:19:11 batch_cost: 2.1827 data_cost: 0.0010 ips: 12.8281 images/s [11/13 15:09:16] ppdet.engine INFO: Epoch: [22] [2280/3251] learning_rate: 0.175628 loss_vfl: 0.837852 loss_bbox: 0.318109 loss_dfl: 0.190295 loss: 1.340670 eta: 6 days, 7:18:32 batch_cost: 2.2305 data_cost: 0.0010 ips: 12.5531 images/s [11/13 15:10:03] ppdet.engine INFO: Epoch: [22] [2300/3251] learning_rate: 0.175616 loss_vfl: 0.831141 loss_bbox: 0.287330 loss_dfl: 0.189680 loss: 1.309933 eta: 6 days, 7:17:54 batch_cost: 2.2558 data_cost: 0.0009 ips: 12.4123 images/s [11/13 15:10:49] ppdet.engine INFO: Epoch: [22] [2320/3251] learning_rate: 0.175603 loss_vfl: 0.838287 loss_bbox: 0.306269 loss_dfl: 0.199468 loss: 1.341838 eta: 6 days, 7:17:12 batch_cost: 2.1864 data_cost: 0.0010 ips: 12.8065 images/s [11/13 15:11:37] ppdet.engine INFO: Epoch: [22] [2340/3251] learning_rate: 0.175590 loss_vfl: 0.816985 loss_bbox: 0.260992 loss_dfl: 0.176020 loss: 1.275768 eta: 6 days, 7:16:37 batch_cost: 2.2914 data_cost: 0.0016 ips: 12.2196 images/s [11/13 15:12:23] ppdet.engine INFO: Epoch: [22] [2360/3251] learning_rate: 0.175578 loss_vfl: 0.808624 loss_bbox: 0.281884 loss_dfl: 0.184686 loss: 1.285056 eta: 6 days, 7:15:51 batch_cost: 2.1247 data_cost: 0.0010 ips: 13.1780 images/s [11/13 15:13:07] ppdet.engine INFO: Epoch: [22] [2380/3251] learning_rate: 0.175565 loss_vfl: 0.846099 loss_bbox: 0.318834 loss_dfl: 0.198097 loss: 1.396177 eta: 6 days, 7:15:02 batch_cost: 2.0814 data_cost: 0.0010 ips: 13.4525 images/s [11/13 15:13:53] ppdet.engine INFO: Epoch: [22] [2400/3251] learning_rate: 0.175552 loss_vfl: 0.820183 loss_bbox: 0.273977 loss_dfl: 0.185806 loss: 1.315381 eta: 6 days, 7:14:17 batch_cost: 2.1441 data_cost: 0.0010 ips: 13.0592 images/s [11/13 15:14:41] ppdet.engine INFO: Epoch: [22] [2420/3251] learning_rate: 0.175540 loss_vfl: 0.814681 loss_bbox: 0.304416 loss_dfl: 0.196470 loss: 1.338802 eta: 6 days, 7:13:43 batch_cost: 2.3041 data_cost: 0.0009 ips: 12.1524 images/s [11/13 15:15:27] ppdet.engine INFO: Epoch: [22] [2440/3251] learning_rate: 0.175527 loss_vfl: 0.854927 loss_bbox: 0.294614 loss_dfl: 0.181891 loss: 1.339728 eta: 6 days, 7:13:01 batch_cost: 2.1924 data_cost: 0.0010 ips: 12.7717 images/s [11/13 15:16:13] ppdet.engine INFO: Epoch: [22] [2460/3251] learning_rate: 0.175514 loss_vfl: 0.834984 loss_bbox: 0.312542 loss_dfl: 0.200394 loss: 1.340496 eta: 6 days, 7:12:20 batch_cost: 2.2003 data_cost: 0.0009 ips: 12.7255 images/s [11/13 15:16:56] ppdet.engine INFO: Epoch: [22] [2480/3251] learning_rate: 0.175502 loss_vfl: 0.814824 loss_bbox: 0.295182 loss_dfl: 0.190786 loss: 1.290123 eta: 6 days, 7:11:29 batch_cost: 2.0567 data_cost: 0.0009 ips: 13.6138 images/s [11/13 15:17:45] ppdet.engine INFO: Epoch: [22] [2500/3251] learning_rate: 0.175489 loss_vfl: 0.828538 loss_bbox: 0.290116 loss_dfl: 0.182590 loss: 1.297607 eta: 6 days, 7:10:58 batch_cost: 2.3512 data_cost: 0.0009 ips: 11.9088 images/s [11/13 15:18:31] ppdet.engine INFO: Epoch: [22] [2520/3251] learning_rate: 0.175476 loss_vfl: 0.818008 loss_bbox: 0.288226 loss_dfl: 0.203217 loss: 1.346997 eta: 6 days, 7:10:15 batch_cost: 2.1730 data_cost: 0.0012 ips: 12.8856 images/s [11/13 15:19:18] ppdet.engine INFO: Epoch: [22] [2540/3251] learning_rate: 0.175464 loss_vfl: 0.849162 loss_bbox: 0.313119 loss_dfl: 0.194977 loss: 1.334031 eta: 6 days, 7:09:30 batch_cost: 2.1374 data_cost: 0.0010 ips: 13.0999 images/s [11/13 15:20:05] ppdet.engine INFO: Epoch: [22] [2560/3251] learning_rate: 0.175451 loss_vfl: 0.825226 loss_bbox: 0.293880 loss_dfl: 0.200525 loss: 1.343929 eta: 6 days, 7:08:47 batch_cost: 2.1714 data_cost: 0.0010 ips: 12.8951 images/s [11/13 15:20:50] ppdet.engine INFO: Epoch: [22] [2580/3251] learning_rate: 0.175438 loss_vfl: 0.867183 loss_bbox: 0.327565 loss_dfl: 0.203336 loss: 1.379611 eta: 6 days, 7:08:01 batch_cost: 2.1266 data_cost: 0.0011 ips: 13.1663 images/s [11/13 15:21:38] ppdet.engine INFO: Epoch: [22] [2600/3251] learning_rate: 0.175426 loss_vfl: 0.853113 loss_bbox: 0.292143 loss_dfl: 0.189536 loss: 1.337861 eta: 6 days, 7:07:21 batch_cost: 2.2272 data_cost: 0.0017 ips: 12.5716 images/s [11/13 15:22:26] ppdet.engine INFO: Epoch: [22] [2620/3251] learning_rate: 0.175413 loss_vfl: 0.838542 loss_bbox: 0.289952 loss_dfl: 0.190334 loss: 1.340122 eta: 6 days, 7:06:43 batch_cost: 2.2369 data_cost: 0.0013 ips: 12.5175 images/s [11/13 15:23:11] ppdet.engine INFO: Epoch: [22] [2640/3251] learning_rate: 0.175400 loss_vfl: 0.831651 loss_bbox: 0.289576 loss_dfl: 0.186904 loss: 1.302774 eta: 6 days, 7:05:54 batch_cost: 2.0965 data_cost: 0.0009 ips: 13.3558 images/s [11/13 15:23:59] ppdet.engine INFO: Epoch: [22] [2660/3251] learning_rate: 0.175388 loss_vfl: 0.842914 loss_bbox: 0.281230 loss_dfl: 0.192579 loss: 1.282485 eta: 6 days, 7:05:17 batch_cost: 2.2573 data_cost: 0.0010 ips: 12.4040 images/s [11/13 15:24:46] ppdet.engine INFO: Epoch: [22] [2680/3251] learning_rate: 0.175375 loss_vfl: 0.849830 loss_bbox: 0.320705 loss_dfl: 0.197586 loss: 1.343905 eta: 6 days, 7:04:33 batch_cost: 2.1563 data_cost: 0.0009 ips: 12.9852 images/s [11/13 15:25:31] ppdet.engine INFO: Epoch: [22] [2700/3251] learning_rate: 0.175362 loss_vfl: 0.850155 loss_bbox: 0.292881 loss_dfl: 0.194831 loss: 1.341018 eta: 6 days, 7:03:49 batch_cost: 2.1520 data_cost: 0.0009 ips: 13.0111 images/s [11/13 15:26:17] ppdet.engine INFO: Epoch: [22] [2720/3251] learning_rate: 0.175349 loss_vfl: 0.833435 loss_bbox: 0.270451 loss_dfl: 0.179121 loss: 1.283546 eta: 6 days, 7:03:06 batch_cost: 2.1850 data_cost: 0.0010 ips: 12.8148 images/s [11/13 15:27:02] ppdet.engine INFO: Epoch: [22] [2740/3251] learning_rate: 0.175337 loss_vfl: 0.820751 loss_bbox: 0.283768 loss_dfl: 0.179903 loss: 1.298302 eta: 6 days, 7:02:21 batch_cost: 2.1315 data_cost: 0.0009 ips: 13.1361 images/s [11/13 15:27:48] ppdet.engine INFO: Epoch: [22] [2760/3251] learning_rate: 0.175324 loss_vfl: 0.833109 loss_bbox: 0.298865 loss_dfl: 0.182921 loss: 1.307764 eta: 6 days, 7:01:37 batch_cost: 2.1704 data_cost: 0.0010 ips: 12.9007 images/s [11/13 15:28:35] ppdet.engine INFO: Epoch: [22] [2780/3251] learning_rate: 0.175311 loss_vfl: 0.843814 loss_bbox: 0.301845 loss_dfl: 0.199398 loss: 1.352970 eta: 6 days, 7:00:57 batch_cost: 2.2190 data_cost: 0.0018 ips: 12.6183 images/s [11/13 15:29:21] ppdet.engine INFO: Epoch: [22] [2800/3251] learning_rate: 0.175299 loss_vfl: 0.830601 loss_bbox: 0.323007 loss_dfl: 0.191420 loss: 1.345621 eta: 6 days, 7:00:15 batch_cost: 2.1861 data_cost: 0.0010 ips: 12.8084 images/s [11/13 15:30:07] ppdet.engine INFO: Epoch: [22] [2820/3251] learning_rate: 0.175286 loss_vfl: 0.863690 loss_bbox: 0.304506 loss_dfl: 0.194891 loss: 1.369966 eta: 6 days, 6:59:31 batch_cost: 2.1586 data_cost: 0.0009 ips: 12.9712 images/s [11/13 15:30:55] ppdet.engine INFO: Epoch: [22] [2840/3251] learning_rate: 0.175273 loss_vfl: 0.848504 loss_bbox: 0.283941 loss_dfl: 0.186645 loss: 1.334301 eta: 6 days, 6:58:57 batch_cost: 2.3016 data_cost: 0.0009 ips: 12.1656 images/s [11/13 15:31:40] ppdet.engine INFO: Epoch: [22] [2860/3251] learning_rate: 0.175260 loss_vfl: 0.815638 loss_bbox: 0.285486 loss_dfl: 0.198529 loss: 1.303355 eta: 6 days, 6:58:07 batch_cost: 2.0659 data_cost: 0.0013 ips: 13.5537 images/s [11/13 15:32:28] ppdet.engine INFO: Epoch: [22] [2880/3251] learning_rate: 0.175248 loss_vfl: 0.832967 loss_bbox: 0.296094 loss_dfl: 0.188198 loss: 1.300777 eta: 6 days, 6:57:24 batch_cost: 2.1746 data_cost: 0.0010 ips: 12.8758 images/s [11/13 15:33:15] ppdet.engine INFO: Epoch: [22] [2900/3251] learning_rate: 0.175235 loss_vfl: 0.849543 loss_bbox: 0.281759 loss_dfl: 0.179842 loss: 1.310471 eta: 6 days, 6:56:45 batch_cost: 2.2345 data_cost: 0.0011 ips: 12.5307 images/s [11/13 15:34:03] ppdet.engine INFO: Epoch: [22] [2920/3251] learning_rate: 0.175222 loss_vfl: 0.845806 loss_bbox: 0.314366 loss_dfl: 0.189958 loss: 1.377616 eta: 6 days, 6:56:08 batch_cost: 2.2574 data_cost: 0.0009 ips: 12.4036 images/s [11/13 15:34:49] ppdet.engine INFO: Epoch: [22] [2940/3251] learning_rate: 0.175210 loss_vfl: 0.837875 loss_bbox: 0.274127 loss_dfl: 0.180646 loss: 1.336649 eta: 6 days, 6:55:23 batch_cost: 2.1407 data_cost: 0.0010 ips: 13.0797 images/s [11/13 15:35:34] ppdet.engine INFO: Epoch: [22] [2960/3251] learning_rate: 0.175197 loss_vfl: 0.810928 loss_bbox: 0.282835 loss_dfl: 0.192503 loss: 1.296137 eta: 6 days, 6:54:34 batch_cost: 2.0846 data_cost: 0.0010 ips: 13.4316 images/s [11/13 15:36:19] ppdet.engine INFO: Epoch: [22] [2980/3251] learning_rate: 0.175184 loss_vfl: 0.840070 loss_bbox: 0.260417 loss_dfl: 0.170374 loss: 1.273060 eta: 6 days, 6:53:49 batch_cost: 2.1441 data_cost: 0.0011 ips: 13.0593 images/s [11/13 15:37:07] ppdet.engine INFO: Epoch: [22] [3000/3251] learning_rate: 0.175171 loss_vfl: 0.841828 loss_bbox: 0.267760 loss_dfl: 0.171991 loss: 1.324400 eta: 6 days, 6:53:11 batch_cost: 2.2493 data_cost: 0.0012 ips: 12.4485 images/s [11/13 15:37:55] ppdet.engine INFO: Epoch: [22] [3020/3251] learning_rate: 0.175159 loss_vfl: 0.855990 loss_bbox: 0.298422 loss_dfl: 0.187852 loss: 1.343573 eta: 6 days, 6:52:33 batch_cost: 2.2462 data_cost: 0.0013 ips: 12.4657 images/s [11/13 15:38:41] ppdet.engine INFO: Epoch: [22] [3040/3251] learning_rate: 0.175146 loss_vfl: 0.850032 loss_bbox: 0.282068 loss_dfl: 0.177140 loss: 1.283942 eta: 6 days, 6:51:48 batch_cost: 2.1510 data_cost: 0.0011 ips: 13.0174 images/s [11/13 15:39:27] ppdet.engine INFO: Epoch: [22] [3060/3251] learning_rate: 0.175133 loss_vfl: 0.841571 loss_bbox: 0.327216 loss_dfl: 0.200888 loss: 1.372224 eta: 6 days, 6:51:01 batch_cost: 2.1106 data_cost: 0.0011 ips: 13.2666 images/s [11/13 15:40:14] ppdet.engine INFO: Epoch: [22] [3080/3251] learning_rate: 0.175120 loss_vfl: 0.850619 loss_bbox: 0.263213 loss_dfl: 0.183180 loss: 1.298262 eta: 6 days, 6:50:19 batch_cost: 2.1880 data_cost: 0.0010 ips: 12.7969 images/s [11/13 15:41:00] ppdet.engine INFO: Epoch: [22] [3100/3251] learning_rate: 0.175108 loss_vfl: 0.848248 loss_bbox: 0.288970 loss_dfl: 0.191728 loss: 1.327259 eta: 6 days, 6:49:33 batch_cost: 2.1328 data_cost: 0.0010 ips: 13.1285 images/s [11/13 15:41:48] ppdet.engine INFO: Epoch: [22] [3120/3251] learning_rate: 0.175095 loss_vfl: 0.865623 loss_bbox: 0.290314 loss_dfl: 0.180420 loss: 1.332224 eta: 6 days, 6:48:53 batch_cost: 2.2157 data_cost: 0.0013 ips: 12.6373 images/s [11/13 15:42:35] ppdet.engine INFO: Epoch: [22] [3140/3251] learning_rate: 0.175082 loss_vfl: 0.821287 loss_bbox: 0.283468 loss_dfl: 0.181372 loss: 1.300039 eta: 6 days, 6:48:15 batch_cost: 2.2457 data_cost: 0.0010 ips: 12.4684 images/s [11/13 15:43:22] ppdet.engine INFO: Epoch: [22] [3160/3251] learning_rate: 0.175069 loss_vfl: 0.830140 loss_bbox: 0.282215 loss_dfl: 0.174586 loss: 1.285452 eta: 6 days, 6:47:29 batch_cost: 2.1231 data_cost: 0.0014 ips: 13.1885 images/s [11/13 15:44:07] ppdet.engine INFO: Epoch: [22] [3180/3251] learning_rate: 0.175056 loss_vfl: 0.854162 loss_bbox: 0.287287 loss_dfl: 0.187047 loss: 1.350428 eta: 6 days, 6:46:37 batch_cost: 2.0448 data_cost: 0.0009 ips: 13.6934 images/s [11/13 15:44:52] ppdet.engine INFO: Epoch: [22] [3200/3251] learning_rate: 0.175044 loss_vfl: 0.818632 loss_bbox: 0.344207 loss_dfl: 0.205035 loss: 1.348298 eta: 6 days, 6:45:49 batch_cost: 2.0910 data_cost: 0.0010 ips: 13.3904 images/s [11/13 15:45:40] ppdet.engine INFO: Epoch: [22] [3220/3251] learning_rate: 0.175031 loss_vfl: 0.838891 loss_bbox: 0.294957 loss_dfl: 0.187584 loss: 1.313411 eta: 6 days, 6:45:09 batch_cost: 2.2266 data_cost: 0.0010 ips: 12.5754 images/s [11/13 15:46:24] ppdet.engine INFO: Epoch: [22] [3240/3251] learning_rate: 0.175018 loss_vfl: 0.844543 loss_bbox: 0.290124 loss_dfl: 0.180193 loss: 1.319980 eta: 6 days, 6:44:21 batch_cost: 2.0905 data_cost: 0.0018 ips: 13.3942 images/s [11/13 15:47:04] ppdet.engine INFO: Epoch: [23] [ 0/3251] learning_rate: 0.175011 loss_vfl: 0.848776 loss_bbox: 0.290124 loss_dfl: 0.184691 loss: 1.318494 eta: 6 days, 6:44:18 batch_cost: 2.4110 data_cost: 0.8158 ips: 11.6136 images/s [11/13 15:47:56] ppdet.engine INFO: Epoch: [23] [ 20/3251] learning_rate: 0.174998 loss_vfl: 0.844742 loss_bbox: 0.283282 loss_dfl: 0.185609 loss: 1.317292 eta: 6 days, 6:43:44 batch_cost: 2.3117 data_cost: 0.0009 ips: 12.1125 images/s [11/13 15:48:40] ppdet.engine INFO: Epoch: [23] [ 40/3251] learning_rate: 0.174986 loss_vfl: 0.836050 loss_bbox: 0.325861 loss_dfl: 0.209460 loss: 1.369449 eta: 6 days, 6:42:57 batch_cost: 2.1091 data_cost: 0.0010 ips: 13.2760 images/s [11/13 15:49:28] ppdet.engine INFO: Epoch: [23] [ 60/3251] learning_rate: 0.174973 loss_vfl: 0.819499 loss_bbox: 0.304921 loss_dfl: 0.199827 loss: 1.331692 eta: 6 days, 6:42:20 batch_cost: 2.2621 data_cost: 0.0011 ips: 12.3780 images/s [11/13 15:50:12] ppdet.engine INFO: Epoch: [23] [ 80/3251] learning_rate: 0.174960 loss_vfl: 0.850315 loss_bbox: 0.300250 loss_dfl: 0.193517 loss: 1.351718 eta: 6 days, 6:41:32 batch_cost: 2.0999 data_cost: 0.0010 ips: 13.3342 images/s [11/13 15:50:58] ppdet.engine INFO: Epoch: [23] [ 100/3251] learning_rate: 0.174947 loss_vfl: 0.842210 loss_bbox: 0.295922 loss_dfl: 0.186886 loss: 1.317458 eta: 6 days, 6:40:52 batch_cost: 2.2084 data_cost: 0.0011 ips: 12.6791 images/s [11/13 15:51:44] ppdet.engine INFO: Epoch: [23] [ 120/3251] learning_rate: 0.174934 loss_vfl: 0.814603 loss_bbox: 0.284015 loss_dfl: 0.197002 loss: 1.291240 eta: 6 days, 6:40:09 batch_cost: 2.1821 data_cost: 0.0020 ips: 12.8318 images/s [11/13 15:52:31] ppdet.engine INFO: Epoch: [23] [ 140/3251] learning_rate: 0.174922 loss_vfl: 0.844956 loss_bbox: 0.296666 loss_dfl: 0.204841 loss: 1.328153 eta: 6 days, 6:39:30 batch_cost: 2.2285 data_cost: 0.0009 ips: 12.5644 images/s [11/13 15:53:16] ppdet.engine INFO: Epoch: [23] [ 160/3251] learning_rate: 0.174909 loss_vfl: 0.851549 loss_bbox: 0.315858 loss_dfl: 0.208006 loss: 1.363321 eta: 6 days, 6:38:46 batch_cost: 2.1586 data_cost: 0.0010 ips: 12.9714 images/s [11/13 15:54:03] ppdet.engine INFO: Epoch: [23] [ 180/3251] learning_rate: 0.174896 loss_vfl: 0.851503 loss_bbox: 0.312424 loss_dfl: 0.193329 loss: 1.320303 eta: 6 days, 6:38:06 batch_cost: 2.2158 data_cost: 0.0010 ips: 12.6364 images/s [11/13 15:54:52] ppdet.engine INFO: Epoch: [23] [ 200/3251] learning_rate: 0.174883 loss_vfl: 0.845688 loss_bbox: 0.287009 loss_dfl: 0.182966 loss: 1.326474 eta: 6 days, 6:37:28 batch_cost: 2.2566 data_cost: 0.0015 ips: 12.4079 images/s [11/13 15:55:37] ppdet.engine INFO: Epoch: [23] [ 220/3251] learning_rate: 0.174870 loss_vfl: 0.813918 loss_bbox: 0.254857 loss_dfl: 0.171911 loss: 1.244370 eta: 6 days, 6:36:41 batch_cost: 2.1103 data_cost: 0.0010 ips: 13.2680 images/s [11/13 15:56:23] ppdet.engine INFO: Epoch: [23] [ 240/3251] learning_rate: 0.174858 loss_vfl: 0.846505 loss_bbox: 0.299461 loss_dfl: 0.196768 loss: 1.360195 eta: 6 days, 6:35:58 batch_cost: 2.1744 data_cost: 0.0010 ips: 12.8771 images/s [11/13 15:57:11] ppdet.engine INFO: Epoch: [23] [ 260/3251] learning_rate: 0.174845 loss_vfl: 0.824492 loss_bbox: 0.325424 loss_dfl: 0.196067 loss: 1.352996 eta: 6 days, 6:35:22 batch_cost: 2.2775 data_cost: 0.0009 ips: 12.2939 images/s [11/13 15:57:56] ppdet.engine INFO: Epoch: [23] [ 280/3251] learning_rate: 0.174832 loss_vfl: 0.840882 loss_bbox: 0.279510 loss_dfl: 0.186933 loss: 1.317999 eta: 6 days, 6:34:35 batch_cost: 2.1075 data_cost: 0.0010 ips: 13.2862 images/s [11/13 15:58:42] ppdet.engine INFO: Epoch: [23] [ 300/3251] learning_rate: 0.174819 loss_vfl: 0.844798 loss_bbox: 0.302170 loss_dfl: 0.200188 loss: 1.376174 eta: 6 days, 6:33:55 batch_cost: 2.2183 data_cost: 0.0010 ips: 12.6220 images/s [11/13 15:59:27] ppdet.engine INFO: Epoch: [23] [ 320/3251] learning_rate: 0.174806 loss_vfl: 0.867078 loss_bbox: 0.267577 loss_dfl: 0.178908 loss: 1.306429 eta: 6 days, 6:33:11 batch_cost: 2.1615 data_cost: 0.0015 ips: 12.9540 images/s [11/13 16:00:13] ppdet.engine INFO: Epoch: [23] [ 340/3251] learning_rate: 0.174793 loss_vfl: 0.825990 loss_bbox: 0.314353 loss_dfl: 0.198655 loss: 1.336948 eta: 6 days, 6:32:28 batch_cost: 2.1806 data_cost: 0.0014 ips: 12.8404 images/s [11/13 16:00:58] ppdet.engine INFO: Epoch: [23] [ 360/3251] learning_rate: 0.174781 loss_vfl: 0.860240 loss_bbox: 0.294201 loss_dfl: 0.198500 loss: 1.376338 eta: 6 days, 6:31:44 batch_cost: 2.1569 data_cost: 0.0009 ips: 12.9813 images/s [11/13 16:01:43] ppdet.engine INFO: Epoch: [23] [ 380/3251] learning_rate: 0.174768 loss_vfl: 0.819102 loss_bbox: 0.277797 loss_dfl: 0.184693 loss: 1.306532 eta: 6 days, 6:30:57 batch_cost: 2.1109 data_cost: 0.0009 ips: 13.2646 images/s [11/13 16:02:31] ppdet.engine INFO: Epoch: [23] [ 400/3251] learning_rate: 0.174755 loss_vfl: 0.855793 loss_bbox: 0.284586 loss_dfl: 0.183436 loss: 1.335798 eta: 6 days, 6:30:20 batch_cost: 2.2542 data_cost: 0.0010 ips: 12.4212 images/s [11/13 16:03:16] ppdet.engine INFO: Epoch: [23] [ 420/3251] learning_rate: 0.174742 loss_vfl: 0.833484 loss_bbox: 0.302704 loss_dfl: 0.200486 loss: 1.346204 eta: 6 days, 6:29:33 batch_cost: 2.1214 data_cost: 0.0012 ips: 13.1986 images/s [11/13 16:04:03] ppdet.engine INFO: Epoch: [23] [ 440/3251] learning_rate: 0.174729 loss_vfl: 0.835275 loss_bbox: 0.292396 loss_dfl: 0.181003 loss: 1.308012 eta: 6 days, 6:28:54 batch_cost: 2.2344 data_cost: 0.0009 ips: 12.5314 images/s [11/13 16:04:50] ppdet.engine INFO: Epoch: [23] [ 460/3251] learning_rate: 0.174716 loss_vfl: 0.809119 loss_bbox: 0.297414 loss_dfl: 0.190416 loss: 1.298175 eta: 6 days, 6:28:16 batch_cost: 2.2471 data_cost: 0.0013 ips: 12.4606 images/s [11/13 16:05:36] ppdet.engine INFO: Epoch: [23] [ 480/3251] learning_rate: 0.174704 loss_vfl: 0.817597 loss_bbox: 0.305096 loss_dfl: 0.196899 loss: 1.338089 eta: 6 days, 6:27:35 batch_cost: 2.2072 data_cost: 0.0009 ips: 12.6858 images/s [11/13 16:06:23] ppdet.engine INFO: Epoch: [23] [ 500/3251] learning_rate: 0.174691 loss_vfl: 0.814654 loss_bbox: 0.264971 loss_dfl: 0.179202 loss: 1.311533 eta: 6 days, 6:26:53 batch_cost: 2.1828 data_cost: 0.0009 ips: 12.8276 images/s [11/13 16:07:11] ppdet.engine INFO: Epoch: [23] [ 520/3251] learning_rate: 0.174678 loss_vfl: 0.869503 loss_bbox: 0.265983 loss_dfl: 0.178396 loss: 1.297368 eta: 6 days, 6:26:13 batch_cost: 2.2196 data_cost: 0.0009 ips: 12.6150 images/s [11/13 16:07:58] ppdet.engine INFO: Epoch: [23] [ 540/3251] learning_rate: 0.174665 loss_vfl: 0.823953 loss_bbox: 0.263463 loss_dfl: 0.170705 loss: 1.268426 eta: 6 days, 6:25:33 batch_cost: 2.2123 data_cost: 0.0012 ips: 12.6566 images/s [11/13 16:08:46] ppdet.engine INFO: Epoch: [23] [ 560/3251] learning_rate: 0.174652 loss_vfl: 0.836858 loss_bbox: 0.318983 loss_dfl: 0.191456 loss: 1.365541 eta: 6 days, 6:24:57 batch_cost: 2.2845 data_cost: 0.0011 ips: 12.2563 images/s [11/13 16:09:34] ppdet.engine INFO: Epoch: [23] [ 580/3251] learning_rate: 0.174639 loss_vfl: 0.817502 loss_bbox: 0.251721 loss_dfl: 0.179650 loss: 1.281335 eta: 6 days, 6:24:25 batch_cost: 2.3421 data_cost: 0.0010 ips: 11.9551 images/s [11/13 16:10:20] ppdet.engine INFO: Epoch: [23] [ 600/3251] learning_rate: 0.174626 loss_vfl: 0.855213 loss_bbox: 0.306529 loss_dfl: 0.200326 loss: 1.366118 eta: 6 days, 6:23:41 batch_cost: 2.1632 data_cost: 0.0009 ips: 12.9440 images/s [11/13 16:11:07] ppdet.engine INFO: Epoch: [23] [ 620/3251] learning_rate: 0.174614 loss_vfl: 0.834446 loss_bbox: 0.314405 loss_dfl: 0.207534 loss: 1.355848 eta: 6 days, 6:22:58 batch_cost: 2.1595 data_cost: 0.0011 ips: 12.9659 images/s [11/13 16:11:52] ppdet.engine INFO: Epoch: [23] [ 640/3251] learning_rate: 0.174601 loss_vfl: 0.857679 loss_bbox: 0.298555 loss_dfl: 0.179632 loss: 1.371169 eta: 6 days, 6:22:07 batch_cost: 2.0601 data_cost: 0.0013 ips: 13.5915 images/s [11/13 16:12:37] ppdet.engine INFO: Epoch: [23] [ 660/3251] learning_rate: 0.174588 loss_vfl: 0.823711 loss_bbox: 0.276211 loss_dfl: 0.178284 loss: 1.284475 eta: 6 days, 6:21:22 batch_cost: 2.1375 data_cost: 0.0010 ips: 13.0995 images/s [11/13 16:13:21] ppdet.engine INFO: Epoch: [23] [ 680/3251] learning_rate: 0.174575 loss_vfl: 0.818094 loss_bbox: 0.308800 loss_dfl: 0.200935 loss: 1.326356 eta: 6 days, 6:20:32 batch_cost: 2.0795 data_cost: 0.0012 ips: 13.4648 images/s [11/13 16:14:08] ppdet.engine INFO: Epoch: [23] [ 700/3251] learning_rate: 0.174562 loss_vfl: 0.826885 loss_bbox: 0.277278 loss_dfl: 0.181778 loss: 1.290422 eta: 6 days, 6:19:54 batch_cost: 2.2398 data_cost: 0.0009 ips: 12.5010 images/s [11/13 16:14:51] ppdet.engine INFO: Epoch: [23] [ 720/3251] learning_rate: 0.174549 loss_vfl: 0.834811 loss_bbox: 0.319324 loss_dfl: 0.196393 loss: 1.331716 eta: 6 days, 6:19:01 batch_cost: 2.0310 data_cost: 0.0012 ips: 13.7865 images/s [11/13 16:15:37] ppdet.engine INFO: Epoch: [23] [ 740/3251] learning_rate: 0.174536 loss_vfl: 0.841960 loss_bbox: 0.289685 loss_dfl: 0.191788 loss: 1.309615 eta: 6 days, 6:18:16 batch_cost: 2.1414 data_cost: 0.0009 ips: 13.0757 images/s [11/13 16:16:22] ppdet.engine INFO: Epoch: [23] [ 760/3251] learning_rate: 0.174523 loss_vfl: 0.830103 loss_bbox: 0.288966 loss_dfl: 0.193441 loss: 1.353155 eta: 6 days, 6:17:24 batch_cost: 2.0378 data_cost: 0.0010 ips: 13.7406 images/s [11/13 16:17:11] ppdet.engine INFO: Epoch: [23] [ 780/3251] learning_rate: 0.174511 loss_vfl: 0.855620 loss_bbox: 0.286707 loss_dfl: 0.173943 loss: 1.343482 eta: 6 days, 6:16:50 batch_cost: 2.3039 data_cost: 0.0010 ips: 12.1532 images/s [11/13 16:17:53] ppdet.engine INFO: Epoch: [23] [ 800/3251] learning_rate: 0.174498 loss_vfl: 0.841938 loss_bbox: 0.288325 loss_dfl: 0.183106 loss: 1.295000 eta: 6 days, 6:15:52 batch_cost: 1.9446 data_cost: 0.0029 ips: 14.3992 images/s [11/13 16:18:41] ppdet.engine INFO: Epoch: [23] [ 820/3251] learning_rate: 0.174485 loss_vfl: 0.853344 loss_bbox: 0.285383 loss_dfl: 0.191105 loss: 1.333263 eta: 6 days, 6:15:16 batch_cost: 2.2833 data_cost: 0.0009 ips: 12.2630 images/s [11/13 16:19:29] ppdet.engine INFO: Epoch: [23] [ 840/3251] learning_rate: 0.174472 loss_vfl: 0.822917 loss_bbox: 0.282419 loss_dfl: 0.186853 loss: 1.302042 eta: 6 days, 6:14:37 batch_cost: 2.2348 data_cost: 0.0020 ips: 12.5288 images/s [11/13 16:20:16] ppdet.engine INFO: Epoch: [23] [ 860/3251] learning_rate: 0.174459 loss_vfl: 0.831230 loss_bbox: 0.309744 loss_dfl: 0.199955 loss: 1.329845 eta: 6 days, 6:13:48 batch_cost: 2.0779 data_cost: 0.0011 ips: 13.4750 images/s [11/13 16:21:02] ppdet.engine INFO: Epoch: [23] [ 880/3251] learning_rate: 0.174446 loss_vfl: 0.831846 loss_bbox: 0.301654 loss_dfl: 0.188648 loss: 1.322610 eta: 6 days, 6:13:00 batch_cost: 2.0955 data_cost: 0.0010 ips: 13.3619 images/s [11/13 16:21:49] ppdet.engine INFO: Epoch: [23] [ 900/3251] learning_rate: 0.174433 loss_vfl: 0.813483 loss_bbox: 0.282316 loss_dfl: 0.185758 loss: 1.292626 eta: 6 days, 6:12:14 batch_cost: 2.1376 data_cost: 0.0013 ips: 13.0988 images/s [11/13 16:22:36] ppdet.engine INFO: Epoch: [23] [ 920/3251] learning_rate: 0.174420 loss_vfl: 0.853839 loss_bbox: 0.293952 loss_dfl: 0.188234 loss: 1.292439 eta: 6 days, 6:11:36 batch_cost: 2.2389 data_cost: 0.0011 ips: 12.5063 images/s [11/13 16:23:22] ppdet.engine INFO: Epoch: [23] [ 940/3251] learning_rate: 0.174407 loss_vfl: 0.820471 loss_bbox: 0.300194 loss_dfl: 0.201147 loss: 1.345277 eta: 6 days, 6:10:53 batch_cost: 2.1743 data_cost: 0.0010 ips: 12.8780 images/s [11/13 16:24:06] ppdet.engine INFO: Epoch: [23] [ 960/3251] learning_rate: 0.174394 loss_vfl: 0.810859 loss_bbox: 0.309023 loss_dfl: 0.199025 loss: 1.325705 eta: 6 days, 6:10:06 batch_cost: 2.1173 data_cost: 0.0009 ips: 13.2245 images/s [11/13 16:24:53] ppdet.engine INFO: Epoch: [23] [ 980/3251] learning_rate: 0.174381 loss_vfl: 0.833235 loss_bbox: 0.305368 loss_dfl: 0.202250 loss: 1.364680 eta: 6 days, 6:09:21 batch_cost: 2.1439 data_cost: 0.0010 ips: 13.0601 images/s [11/13 16:25:39] ppdet.engine INFO: Epoch: [23] [1000/3251] learning_rate: 0.174369 loss_vfl: 0.838744 loss_bbox: 0.315195 loss_dfl: 0.190009 loss: 1.346942 eta: 6 days, 6:08:39 batch_cost: 2.1811 data_cost: 0.0009 ips: 12.8374 images/s [11/13 16:26:25] ppdet.engine INFO: Epoch: [23] [1020/3251] learning_rate: 0.174356 loss_vfl: 0.839064 loss_bbox: 0.321832 loss_dfl: 0.202515 loss: 1.365001 eta: 6 days, 6:07:55 batch_cost: 2.1707 data_cost: 0.0014 ips: 12.8991 images/s [11/13 16:27:12] ppdet.engine INFO: Epoch: [23] [1040/3251] learning_rate: 0.174343 loss_vfl: 0.839002 loss_bbox: 0.314209 loss_dfl: 0.210635 loss: 1.356240 eta: 6 days, 6:07:12 batch_cost: 2.1610 data_cost: 0.0009 ips: 12.9567 images/s [11/13 16:27:59] ppdet.engine INFO: Epoch: [23] [1060/3251] learning_rate: 0.174330 loss_vfl: 0.841986 loss_bbox: 0.281273 loss_dfl: 0.173019 loss: 1.288257 eta: 6 days, 6:06:33 batch_cost: 2.2437 data_cost: 0.0009 ips: 12.4792 images/s [11/13 16:28:44] ppdet.engine INFO: Epoch: [23] [1080/3251] learning_rate: 0.174317 loss_vfl: 0.832967 loss_bbox: 0.292193 loss_dfl: 0.188763 loss: 1.325104 eta: 6 days, 6:05:43 batch_cost: 2.0701 data_cost: 0.0010 ips: 13.5259 images/s [11/13 16:29:28] ppdet.engine INFO: Epoch: [23] [1100/3251] learning_rate: 0.174304 loss_vfl: 0.842000 loss_bbox: 0.271690 loss_dfl: 0.174304 loss: 1.290865 eta: 6 days, 6:04:51 batch_cost: 2.0290 data_cost: 0.0011 ips: 13.7999 images/s [11/13 16:30:16] ppdet.engine INFO: Epoch: [23] [1120/3251] learning_rate: 0.174291 loss_vfl: 0.835092 loss_bbox: 0.328407 loss_dfl: 0.209079 loss: 1.352252 eta: 6 days, 6:04:16 batch_cost: 2.2968 data_cost: 0.0010 ips: 12.1911 images/s [11/13 16:31:02] ppdet.engine INFO: Epoch: [23] [1140/3251] learning_rate: 0.174278 loss_vfl: 0.828100 loss_bbox: 0.278949 loss_dfl: 0.182578 loss: 1.268577 eta: 6 days, 6:03:30 batch_cost: 2.1308 data_cost: 0.0010 ips: 13.1404 images/s [11/13 16:31:49] ppdet.engine INFO: Epoch: [23] [1160/3251] learning_rate: 0.174265 loss_vfl: 0.832824 loss_bbox: 0.329047 loss_dfl: 0.211711 loss: 1.371851 eta: 6 days, 6:02:55 batch_cost: 2.2858 data_cost: 0.0009 ips: 12.2496 images/s [11/13 16:32:34] ppdet.engine INFO: Epoch: [23] [1180/3251] learning_rate: 0.174252 loss_vfl: 0.802076 loss_bbox: 0.311118 loss_dfl: 0.196584 loss: 1.311713 eta: 6 days, 6:02:06 batch_cost: 2.0905 data_cost: 0.0009 ips: 13.3940 images/s [11/13 16:33:19] ppdet.engine INFO: Epoch: [23] [1200/3251] learning_rate: 0.174239 loss_vfl: 0.830747 loss_bbox: 0.270328 loss_dfl: 0.188950 loss: 1.321617 eta: 6 days, 6:01:21 batch_cost: 2.1434 data_cost: 0.0010 ips: 13.0636 images/s [11/13 16:34:06] ppdet.engine INFO: Epoch: [23] [1220/3251] learning_rate: 0.174226 loss_vfl: 0.812893 loss_bbox: 0.299052 loss_dfl: 0.203022 loss: 1.326600 eta: 6 days, 6:00:41 batch_cost: 2.2080 data_cost: 0.0013 ips: 12.6814 images/s [11/13 16:34:52] ppdet.engine INFO: Epoch: [23] [1240/3251] learning_rate: 0.174213 loss_vfl: 0.833251 loss_bbox: 0.310458 loss_dfl: 0.198025 loss: 1.329986 eta: 6 days, 5:59:57 batch_cost: 2.1680 data_cost: 0.0009 ips: 12.9150 images/s [11/13 16:35:39] ppdet.engine INFO: Epoch: [23] [1260/3251] learning_rate: 0.174200 loss_vfl: 0.831276 loss_bbox: 0.266640 loss_dfl: 0.172863 loss: 1.265820 eta: 6 days, 5:59:13 batch_cost: 2.1624 data_cost: 0.0010 ips: 12.9484 images/s [11/13 16:36:23] ppdet.engine INFO: Epoch: [23] [1280/3251] learning_rate: 0.174187 loss_vfl: 0.818561 loss_bbox: 0.333738 loss_dfl: 0.213051 loss: 1.338869 eta: 6 days, 5:58:25 batch_cost: 2.0930 data_cost: 0.0010 ips: 13.3779 images/s [11/13 16:37:08] ppdet.engine INFO: Epoch: [23] [1300/3251] learning_rate: 0.174174 loss_vfl: 0.831408 loss_bbox: 0.318240 loss_dfl: 0.204644 loss: 1.363827 eta: 6 days, 5:57:40 batch_cost: 2.1402 data_cost: 0.0009 ips: 13.0828 images/s [11/13 16:37:55] ppdet.engine INFO: Epoch: [23] [1320/3251] learning_rate: 0.174161 loss_vfl: 0.815493 loss_bbox: 0.310538 loss_dfl: 0.202506 loss: 1.315785 eta: 6 days, 5:57:01 batch_cost: 2.2335 data_cost: 0.0011 ips: 12.5365 images/s [11/13 16:38:40] ppdet.engine INFO: Epoch: [23] [1340/3251] learning_rate: 0.174149 loss_vfl: 0.830594 loss_bbox: 0.307782 loss_dfl: 0.190256 loss: 1.336798 eta: 6 days, 5:56:17 batch_cost: 2.1560 data_cost: 0.0012 ips: 12.9869 images/s [11/13 16:39:23] ppdet.engine INFO: Epoch: [23] [1360/3251] learning_rate: 0.174136 loss_vfl: 0.828896 loss_bbox: 0.293709 loss_dfl: 0.191064 loss: 1.282249 eta: 6 days, 5:55:26 batch_cost: 2.0494 data_cost: 0.0010 ips: 13.6626 images/s [11/13 16:40:11] ppdet.engine INFO: Epoch: [23] [1380/3251] learning_rate: 0.174123 loss_vfl: 0.823494 loss_bbox: 0.301705 loss_dfl: 0.189562 loss: 1.324745 eta: 6 days, 5:54:49 batch_cost: 2.2754 data_cost: 0.0123 ips: 12.3054 images/s [11/13 16:40:57] ppdet.engine INFO: Epoch: [23] [1400/3251] learning_rate: 0.174110 loss_vfl: 0.817589 loss_bbox: 0.334956 loss_dfl: 0.211360 loss: 1.357925 eta: 6 days, 5:54:02 batch_cost: 2.1057 data_cost: 0.0010 ips: 13.2971 images/s [11/13 16:41:43] ppdet.engine INFO: Epoch: [23] [1420/3251] learning_rate: 0.174097 loss_vfl: 0.839478 loss_bbox: 0.302174 loss_dfl: 0.194497 loss: 1.330826 eta: 6 days, 5:53:16 batch_cost: 2.1346 data_cost: 0.0013 ips: 13.1173 images/s [11/13 16:42:28] ppdet.engine INFO: Epoch: [23] [1440/3251] learning_rate: 0.174084 loss_vfl: 0.835765 loss_bbox: 0.302709 loss_dfl: 0.196818 loss: 1.362316 eta: 6 days, 5:52:32 batch_cost: 2.1444 data_cost: 0.0019 ips: 13.0576 images/s [11/13 16:43:14] ppdet.engine INFO: Epoch: [23] [1460/3251] learning_rate: 0.174071 loss_vfl: 0.837168 loss_bbox: 0.278386 loss_dfl: 0.179136 loss: 1.278351 eta: 6 days, 5:51:50 batch_cost: 2.1935 data_cost: 0.0010 ips: 12.7648 images/s [11/13 16:44:00] ppdet.engine INFO: Epoch: [23] [1480/3251] learning_rate: 0.174058 loss_vfl: 0.846259 loss_bbox: 0.306952 loss_dfl: 0.198238 loss: 1.344548 eta: 6 days, 5:51:07 batch_cost: 2.1750 data_cost: 0.0009 ips: 12.8738 images/s [11/13 16:44:46] ppdet.engine INFO: Epoch: [23] [1500/3251] learning_rate: 0.174045 loss_vfl: 0.836298 loss_bbox: 0.298049 loss_dfl: 0.196324 loss: 1.322392 eta: 6 days, 5:50:24 batch_cost: 2.1808 data_cost: 0.0009 ips: 12.8392 images/s [11/13 16:45:32] ppdet.engine INFO: Epoch: [23] [1520/3251] learning_rate: 0.174032 loss_vfl: 0.830486 loss_bbox: 0.308226 loss_dfl: 0.198069 loss: 1.333626 eta: 6 days, 5:49:42 batch_cost: 2.1885 data_cost: 0.0009 ips: 12.7943 images/s [11/13 16:46:19] ppdet.engine INFO: Epoch: [23] [1540/3251] learning_rate: 0.174019 loss_vfl: 0.848079 loss_bbox: 0.280973 loss_dfl: 0.179402 loss: 1.304202 eta: 6 days, 5:49:00 batch_cost: 2.1875 data_cost: 0.0010 ips: 12.8000 images/s [11/13 16:47:03] ppdet.engine INFO: Epoch: [23] [1560/3251] learning_rate: 0.174006 loss_vfl: 0.846483 loss_bbox: 0.300345 loss_dfl: 0.191383 loss: 1.314933 eta: 6 days, 5:48:11 batch_cost: 2.0813 data_cost: 0.0010 ips: 13.4531 images/s [11/13 16:47:52] ppdet.engine INFO: Epoch: [23] [1580/3251] learning_rate: 0.173993 loss_vfl: 0.852119 loss_bbox: 0.283400 loss_dfl: 0.194395 loss: 1.348290 eta: 6 days, 5:47:39 batch_cost: 2.3319 data_cost: 0.0015 ips: 12.0073 images/s [11/13 16:48:38] ppdet.engine INFO: Epoch: [23] [1600/3251] learning_rate: 0.173980 loss_vfl: 0.818383 loss_bbox: 0.304558 loss_dfl: 0.199921 loss: 1.341617 eta: 6 days, 5:46:58 batch_cost: 2.2057 data_cost: 0.0010 ips: 12.6944 images/s [11/13 16:49:23] ppdet.engine INFO: Epoch: [23] [1620/3251] learning_rate: 0.173967 loss_vfl: 0.833165 loss_bbox: 0.300179 loss_dfl: 0.193441 loss: 1.337422 eta: 6 days, 5:46:09 batch_cost: 2.0875 data_cost: 0.0011 ips: 13.4133 images/s [11/13 16:50:09] ppdet.engine INFO: Epoch: [23] [1640/3251] learning_rate: 0.173954 loss_vfl: 0.833017 loss_bbox: 0.316800 loss_dfl: 0.204734 loss: 1.348247 eta: 6 days, 5:45:26 batch_cost: 2.1751 data_cost: 0.0010 ips: 12.8730 images/s [11/13 16:50:55] ppdet.engine INFO: Epoch: [23] [1660/3251] learning_rate: 0.173941 loss_vfl: 0.819441 loss_bbox: 0.302914 loss_dfl: 0.195679 loss: 1.320622 eta: 6 days, 5:44:41 batch_cost: 2.1440 data_cost: 0.0009 ips: 13.0597 images/s [11/13 16:51:41] ppdet.engine INFO: Epoch: [23] [1680/3251] learning_rate: 0.173928 loss_vfl: 0.831641 loss_bbox: 0.289619 loss_dfl: 0.196367 loss: 1.323922 eta: 6 days, 5:44:01 batch_cost: 2.2064 data_cost: 0.0010 ips: 12.6901 images/s [11/13 16:52:29] ppdet.engine INFO: Epoch: [23] [1700/3251] learning_rate: 0.173915 loss_vfl: 0.837293 loss_bbox: 0.320698 loss_dfl: 0.217441 loss: 1.400687 eta: 6 days, 5:43:27 batch_cost: 2.3229 data_cost: 0.0010 ips: 12.0541 images/s [11/13 16:53:19] ppdet.engine INFO: Epoch: [23] [1720/3251] learning_rate: 0.173902 loss_vfl: 0.846312 loss_bbox: 0.307255 loss_dfl: 0.195611 loss: 1.345945 eta: 6 days, 5:42:58 batch_cost: 2.3803 data_cost: 0.0009 ips: 11.7634 images/s [11/13 16:54:06] ppdet.engine INFO: Epoch: [23] [1740/3251] learning_rate: 0.173889 loss_vfl: 0.801883 loss_bbox: 0.258566 loss_dfl: 0.183711 loss: 1.348299 eta: 6 days, 5:42:19 batch_cost: 2.2441 data_cost: 0.0012 ips: 12.4770 images/s [11/13 16:54:57] ppdet.engine INFO: Epoch: [23] [1760/3251] learning_rate: 0.173876 loss_vfl: 0.844047 loss_bbox: 0.309051 loss_dfl: 0.196658 loss: 1.342215 eta: 6 days, 5:41:48 batch_cost: 2.3488 data_cost: 0.0011 ips: 11.9207 images/s [11/13 16:55:45] ppdet.engine INFO: Epoch: [23] [1780/3251] learning_rate: 0.173863 loss_vfl: 0.865335 loss_bbox: 0.297133 loss_dfl: 0.168070 loss: 1.316750 eta: 6 days, 5:41:07 batch_cost: 2.2026 data_cost: 0.0010 ips: 12.7120 images/s [11/13 16:56:35] ppdet.engine INFO: Epoch: [23] [1800/3251] learning_rate: 0.173850 loss_vfl: 0.857820 loss_bbox: 0.269000 loss_dfl: 0.180585 loss: 1.313712 eta: 6 days, 5:40:39 batch_cost: 2.4112 data_cost: 0.0021 ips: 11.6127 images/s [11/13 16:57:26] ppdet.engine INFO: Epoch: [23] [1820/3251] learning_rate: 0.173836 loss_vfl: 0.830392 loss_bbox: 0.274920 loss_dfl: 0.185142 loss: 1.305514 eta: 6 days, 5:40:09 batch_cost: 2.3775 data_cost: 0.0010 ips: 11.7768 images/s [11/13 16:58:13] ppdet.engine INFO: Epoch: [23] [1840/3251] learning_rate: 0.173823 loss_vfl: 0.824903 loss_bbox: 0.301059 loss_dfl: 0.196215 loss: 1.330772 eta: 6 days, 5:39:30 batch_cost: 2.2354 data_cost: 0.0011 ips: 12.5259 images/s [11/13 16:59:00] ppdet.engine INFO: Epoch: [23] [1860/3251] learning_rate: 0.173810 loss_vfl: 0.815993 loss_bbox: 0.298721 loss_dfl: 0.205752 loss: 1.354150 eta: 6 days, 5:38:54 batch_cost: 2.2716 data_cost: 0.0010 ips: 12.3259 images/s [11/13 16:59:46] ppdet.engine INFO: Epoch: [23] [1880/3251] learning_rate: 0.173797 loss_vfl: 0.844824 loss_bbox: 0.270830 loss_dfl: 0.185110 loss: 1.317321 eta: 6 days, 5:38:06 batch_cost: 2.1106 data_cost: 0.0009 ips: 13.2666 images/s [11/13 17:00:33] ppdet.engine INFO: Epoch: [23] [1900/3251] learning_rate: 0.173784 loss_vfl: 0.835718 loss_bbox: 0.277223 loss_dfl: 0.174262 loss: 1.331529 eta: 6 days, 5:37:24 batch_cost: 2.1757 data_cost: 0.0010 ips: 12.8694 images/s [11/13 17:01:19] ppdet.engine INFO: Epoch: [23] [1920/3251] learning_rate: 0.173771 loss_vfl: 0.828445 loss_bbox: 0.316337 loss_dfl: 0.189900 loss: 1.359796 eta: 6 days, 5:36:39 batch_cost: 2.1448 data_cost: 0.0010 ips: 13.0550 images/s [11/13 17:02:04] ppdet.engine INFO: Epoch: [23] [1940/3251] learning_rate: 0.173758 loss_vfl: 0.839069 loss_bbox: 0.340574 loss_dfl: 0.220833 loss: 1.404928 eta: 6 days, 5:35:48 batch_cost: 2.0545 data_cost: 0.0012 ips: 13.6288 images/s [11/13 17:02:49] ppdet.engine INFO: Epoch: [23] [1960/3251] learning_rate: 0.173745 loss_vfl: 0.809306 loss_bbox: 0.289917 loss_dfl: 0.186583 loss: 1.314660 eta: 6 days, 5:35:04 batch_cost: 2.1582 data_cost: 0.0010 ips: 12.9735 images/s [11/13 17:03:33] ppdet.engine INFO: Epoch: [23] [1980/3251] learning_rate: 0.173732 loss_vfl: 0.836181 loss_bbox: 0.273235 loss_dfl: 0.165512 loss: 1.310440 eta: 6 days, 5:34:14 batch_cost: 2.0652 data_cost: 0.0011 ips: 13.5577 images/s [11/13 17:04:22] ppdet.engine INFO: Epoch: [23] [2000/3251] learning_rate: 0.173719 loss_vfl: 0.851668 loss_bbox: 0.282088 loss_dfl: 0.176268 loss: 1.311411 eta: 6 days, 5:33:32 batch_cost: 2.1871 data_cost: 0.0010 ips: 12.8025 images/s [11/13 17:05:09] ppdet.engine INFO: Epoch: [23] [2020/3251] learning_rate: 0.173706 loss_vfl: 0.849513 loss_bbox: 0.301149 loss_dfl: 0.187947 loss: 1.338254 eta: 6 days, 5:32:54 batch_cost: 2.2555 data_cost: 0.0015 ips: 12.4141 images/s [11/13 17:05:55] ppdet.engine INFO: Epoch: [23] [2040/3251] learning_rate: 0.173693 loss_vfl: 0.828334 loss_bbox: 0.275469 loss_dfl: 0.184266 loss: 1.290278 eta: 6 days, 5:32:10 batch_cost: 2.1628 data_cost: 0.0010 ips: 12.9461 images/s [11/13 17:06:41] ppdet.engine INFO: Epoch: [23] [2060/3251] learning_rate: 0.173680 loss_vfl: 0.852427 loss_bbox: 0.342951 loss_dfl: 0.203846 loss: 1.350605 eta: 6 days, 5:31:30 batch_cost: 2.2219 data_cost: 0.0010 ips: 12.6019 images/s [11/13 17:07:28] ppdet.engine INFO: Epoch: [23] [2080/3251] learning_rate: 0.173667 loss_vfl: 0.843929 loss_bbox: 0.312678 loss_dfl: 0.206421 loss: 1.362552 eta: 6 days, 5:30:53 batch_cost: 2.2622 data_cost: 0.0010 ips: 12.3774 images/s [11/13 17:08:14] ppdet.engine INFO: Epoch: [23] [2100/3251] learning_rate: 0.173654 loss_vfl: 0.839952 loss_bbox: 0.316678 loss_dfl: 0.201703 loss: 1.377713 eta: 6 days, 5:30:07 batch_cost: 2.1240 data_cost: 0.0009 ips: 13.1829 images/s [11/13 17:08:59] ppdet.engine INFO: Epoch: [23] [2120/3251] learning_rate: 0.173641 loss_vfl: 0.825951 loss_bbox: 0.300411 loss_dfl: 0.183594 loss: 1.322726 eta: 6 days, 5:29:22 batch_cost: 2.1434 data_cost: 0.0010 ips: 13.0633 images/s [11/13 17:09:44] ppdet.engine INFO: Epoch: [23] [2140/3251] learning_rate: 0.173628 loss_vfl: 0.839553 loss_bbox: 0.281205 loss_dfl: 0.189270 loss: 1.314783 eta: 6 days, 5:28:31 batch_cost: 2.0516 data_cost: 0.0012 ips: 13.6478 images/s [11/13 17:10:30] ppdet.engine INFO: Epoch: [23] [2160/3251] learning_rate: 0.173615 loss_vfl: 0.842664 loss_bbox: 0.292541 loss_dfl: 0.196976 loss: 1.318316 eta: 6 days, 5:27:49 batch_cost: 2.1831 data_cost: 0.0010 ips: 12.8258 images/s [11/13 17:11:17] ppdet.engine INFO: Epoch: [23] [2180/3251] learning_rate: 0.173601 loss_vfl: 0.822488 loss_bbox: 0.283025 loss_dfl: 0.184652 loss: 1.315358 eta: 6 days, 5:27:09 batch_cost: 2.2300 data_cost: 0.0016 ips: 12.5561 images/s [11/13 17:12:05] ppdet.engine INFO: Epoch: [23] [2200/3251] learning_rate: 0.173588 loss_vfl: 0.835021 loss_bbox: 0.285604 loss_dfl: 0.180881 loss: 1.301712 eta: 6 days, 5:26:33 batch_cost: 2.2734 data_cost: 0.0010 ips: 12.3163 images/s [11/13 17:12:51] ppdet.engine INFO: Epoch: [23] [2220/3251] learning_rate: 0.173575 loss_vfl: 0.839070 loss_bbox: 0.280775 loss_dfl: 0.193756 loss: 1.304516 eta: 6 days, 5:25:51 batch_cost: 2.1956 data_cost: 0.0010 ips: 12.7528 images/s [11/13 17:13:38] ppdet.engine INFO: Epoch: [23] [2240/3251] learning_rate: 0.173562 loss_vfl: 0.830391 loss_bbox: 0.275155 loss_dfl: 0.177763 loss: 1.295636 eta: 6 days, 5:25:11 batch_cost: 2.2195 data_cost: 0.0009 ips: 12.6157 images/s [11/13 17:14:25] ppdet.engine INFO: Epoch: [23] [2260/3251] learning_rate: 0.173549 loss_vfl: 0.823081 loss_bbox: 0.294922 loss_dfl: 0.195086 loss: 1.351800 eta: 6 days, 5:24:33 batch_cost: 2.2550 data_cost: 0.0009 ips: 12.4169 images/s [11/13 17:15:11] ppdet.engine INFO: Epoch: [23] [2280/3251] learning_rate: 0.173536 loss_vfl: 0.846456 loss_bbox: 0.315498 loss_dfl: 0.204337 loss: 1.363376 eta: 6 days, 5:23:53 batch_cost: 2.2154 data_cost: 0.0010 ips: 12.6390 images/s [11/13 17:15:58] ppdet.engine INFO: Epoch: [23] [2300/3251] learning_rate: 0.173523 loss_vfl: 0.849530 loss_bbox: 0.335371 loss_dfl: 0.204218 loss: 1.380235 eta: 6 days, 5:23:14 batch_cost: 2.2416 data_cost: 0.0014 ips: 12.4911 images/s [11/13 17:16:46] ppdet.engine INFO: Epoch: [23] [2320/3251] learning_rate: 0.173510 loss_vfl: 0.847304 loss_bbox: 0.291227 loss_dfl: 0.186888 loss: 1.335008 eta: 6 days, 5:22:36 batch_cost: 2.2445 data_cost: 0.0009 ips: 12.4750 images/s [11/13 17:17:32] ppdet.engine INFO: Epoch: [23] [2340/3251] learning_rate: 0.173497 loss_vfl: 0.841923 loss_bbox: 0.300073 loss_dfl: 0.187655 loss: 1.330055 eta: 6 days, 5:21:49 batch_cost: 2.1080 data_cost: 0.0010 ips: 13.2829 images/s [11/13 17:18:19] ppdet.engine INFO: Epoch: [23] [2360/3251] learning_rate: 0.173484 loss_vfl: 0.861419 loss_bbox: 0.306493 loss_dfl: 0.193129 loss: 1.350371 eta: 6 days, 5:21:05 batch_cost: 2.1706 data_cost: 0.0011 ips: 12.8995 images/s [11/13 17:19:06] ppdet.engine INFO: Epoch: [23] [2380/3251] learning_rate: 0.173470 loss_vfl: 0.835245 loss_bbox: 0.304579 loss_dfl: 0.197607 loss: 1.356910 eta: 6 days, 5:20:23 batch_cost: 2.1900 data_cost: 0.0010 ips: 12.7854 images/s [11/13 17:19:53] ppdet.engine INFO: Epoch: [23] [2400/3251] learning_rate: 0.173457 loss_vfl: 0.829248 loss_bbox: 0.280886 loss_dfl: 0.183660 loss: 1.303834 eta: 6 days, 5:19:43 batch_cost: 2.2063 data_cost: 0.0011 ips: 12.6911 images/s [11/13 17:20:40] ppdet.engine INFO: Epoch: [23] [2420/3251] learning_rate: 0.173444 loss_vfl: 0.834881 loss_bbox: 0.261243 loss_dfl: 0.174070 loss: 1.264891 eta: 6 days, 5:19:02 batch_cost: 2.2106 data_cost: 0.0010 ips: 12.6662 images/s [11/13 17:21:27] ppdet.engine INFO: Epoch: [23] [2440/3251] learning_rate: 0.173431 loss_vfl: 0.821689 loss_bbox: 0.271411 loss_dfl: 0.189631 loss: 1.293843 eta: 6 days, 5:18:22 batch_cost: 2.2264 data_cost: 0.0010 ips: 12.5762 images/s [11/13 17:22:13] ppdet.engine INFO: Epoch: [23] [2460/3251] learning_rate: 0.173418 loss_vfl: 0.807823 loss_bbox: 0.328318 loss_dfl: 0.195863 loss: 1.372148 eta: 6 days, 5:17:36 batch_cost: 2.1201 data_cost: 0.0012 ips: 13.2071 images/s [11/13 17:22:58] ppdet.engine INFO: Epoch: [23] [2480/3251] learning_rate: 0.173405 loss_vfl: 0.818588 loss_bbox: 0.305493 loss_dfl: 0.193844 loss: 1.350957 eta: 6 days, 5:16:47 batch_cost: 2.0837 data_cost: 0.0010 ips: 13.4379 images/s [11/13 17:23:45] ppdet.engine INFO: Epoch: [23] [2500/3251] learning_rate: 0.173392 loss_vfl: 0.848194 loss_bbox: 0.271204 loss_dfl: 0.182579 loss: 1.300698 eta: 6 days, 5:16:07 batch_cost: 2.2286 data_cost: 0.0011 ips: 12.5637 images/s [11/13 17:24:32] ppdet.engine INFO: Epoch: [23] [2520/3251] learning_rate: 0.173379 loss_vfl: 0.825315 loss_bbox: 0.303721 loss_dfl: 0.204161 loss: 1.378724 eta: 6 days, 5:15:19 batch_cost: 2.0839 data_cost: 0.0010 ips: 13.4361 images/s [11/13 17:25:17] ppdet.engine INFO: Epoch: [23] [2540/3251] learning_rate: 0.173365 loss_vfl: 0.838880 loss_bbox: 0.316955 loss_dfl: 0.194854 loss: 1.356028 eta: 6 days, 5:14:24 batch_cost: 1.9848 data_cost: 0.0014 ips: 14.1069 images/s [11/13 17:26:03] ppdet.engine INFO: Epoch: [23] [2560/3251] learning_rate: 0.173352 loss_vfl: 0.823153 loss_bbox: 0.316749 loss_dfl: 0.189766 loss: 1.293028 eta: 6 days, 5:13:43 batch_cost: 2.2066 data_cost: 0.0013 ips: 12.6894 images/s [11/13 17:26:50] ppdet.engine INFO: Epoch: [23] [2580/3251] learning_rate: 0.173339 loss_vfl: 0.817413 loss_bbox: 0.277148 loss_dfl: 0.186945 loss: 1.267421 eta: 6 days, 5:13:04 batch_cost: 2.2412 data_cost: 0.0020 ips: 12.4932 images/s [11/13 17:27:37] ppdet.engine INFO: Epoch: [23] [2600/3251] learning_rate: 0.173326 loss_vfl: 0.810469 loss_bbox: 0.263144 loss_dfl: 0.173369 loss: 1.251512 eta: 6 days, 5:12:24 batch_cost: 2.2144 data_cost: 0.0010 ips: 12.6443 images/s [11/13 17:28:23] ppdet.engine INFO: Epoch: [23] [2620/3251] learning_rate: 0.173313 loss_vfl: 0.830021 loss_bbox: 0.285384 loss_dfl: 0.191533 loss: 1.342188 eta: 6 days, 5:11:41 batch_cost: 2.1847 data_cost: 0.0009 ips: 12.8163 images/s [11/13 17:29:09] ppdet.engine INFO: Epoch: [23] [2640/3251] learning_rate: 0.173300 loss_vfl: 0.842825 loss_bbox: 0.315906 loss_dfl: 0.199110 loss: 1.356419 eta: 6 days, 5:10:59 batch_cost: 2.1903 data_cost: 0.0011 ips: 12.7838 images/s [11/13 17:29:57] ppdet.engine INFO: Epoch: [23] [2660/3251] learning_rate: 0.173287 loss_vfl: 0.814491 loss_bbox: 0.322232 loss_dfl: 0.205046 loss: 1.335361 eta: 6 days, 5:10:18 batch_cost: 2.2052 data_cost: 0.0009 ips: 12.6974 images/s [11/13 17:30:45] ppdet.engine INFO: Epoch: [23] [2680/3251] learning_rate: 0.173273 loss_vfl: 0.818497 loss_bbox: 0.292273 loss_dfl: 0.194275 loss: 1.294996 eta: 6 days, 5:09:40 batch_cost: 2.2554 data_cost: 0.0009 ips: 12.4145 images/s [11/13 17:31:31] ppdet.engine INFO: Epoch: [23] [2700/3251] learning_rate: 0.173260 loss_vfl: 0.853473 loss_bbox: 0.296963 loss_dfl: 0.186587 loss: 1.333019 eta: 6 days, 5:09:02 batch_cost: 2.2430 data_cost: 0.0010 ips: 12.4833 images/s [11/13 17:32:18] ppdet.engine INFO: Epoch: [23] [2720/3251] learning_rate: 0.173247 loss_vfl: 0.824323 loss_bbox: 0.327887 loss_dfl: 0.211128 loss: 1.358620 eta: 6 days, 5:08:20 batch_cost: 2.1985 data_cost: 0.0010 ips: 12.7362 images/s [11/13 17:33:03] ppdet.engine INFO: Epoch: [23] [2740/3251] learning_rate: 0.173234 loss_vfl: 0.831632 loss_bbox: 0.321910 loss_dfl: 0.194148 loss: 1.328875 eta: 6 days, 5:07:36 batch_cost: 2.1531 data_cost: 0.0010 ips: 13.0046 images/s [11/13 17:33:50] ppdet.engine INFO: Epoch: [23] [2760/3251] learning_rate: 0.173221 loss_vfl: 0.849224 loss_bbox: 0.273530 loss_dfl: 0.182399 loss: 1.299052 eta: 6 days, 5:06:56 batch_cost: 2.2264 data_cost: 0.0009 ips: 12.5765 images/s [11/13 17:34:35] ppdet.engine INFO: Epoch: [23] [2780/3251] learning_rate: 0.173208 loss_vfl: 0.831674 loss_bbox: 0.304088 loss_dfl: 0.191223 loss: 1.318797 eta: 6 days, 5:06:11 batch_cost: 2.1420 data_cost: 0.0012 ips: 13.0720 images/s [11/13 17:35:21] ppdet.engine INFO: Epoch: [23] [2800/3251] learning_rate: 0.173195 loss_vfl: 0.818899 loss_bbox: 0.291035 loss_dfl: 0.183187 loss: 1.309218 eta: 6 days, 5:05:30 batch_cost: 2.1998 data_cost: 0.0009 ips: 12.7287 images/s [11/13 17:36:07] ppdet.engine INFO: Epoch: [23] [2820/3251] learning_rate: 0.173181 loss_vfl: 0.825558 loss_bbox: 0.303592 loss_dfl: 0.189090 loss: 1.338508 eta: 6 days, 5:04:51 batch_cost: 2.2334 data_cost: 0.0009 ips: 12.5368 images/s [11/13 17:36:54] ppdet.engine INFO: Epoch: [23] [2840/3251] learning_rate: 0.173168 loss_vfl: 0.856604 loss_bbox: 0.271822 loss_dfl: 0.181641 loss: 1.317575 eta: 6 days, 5:04:11 batch_cost: 2.2251 data_cost: 0.0009 ips: 12.5838 images/s [11/13 17:37:43] ppdet.engine INFO: Epoch: [23] [2860/3251] learning_rate: 0.173155 loss_vfl: 0.844144 loss_bbox: 0.295810 loss_dfl: 0.198854 loss: 1.325663 eta: 6 days, 5:03:32 batch_cost: 2.2354 data_cost: 0.0010 ips: 12.5257 images/s [11/13 17:38:30] ppdet.engine INFO: Epoch: [23] [2880/3251] learning_rate: 0.173142 loss_vfl: 0.838052 loss_bbox: 0.325602 loss_dfl: 0.191097 loss: 1.328971 eta: 6 days, 5:02:48 batch_cost: 2.1584 data_cost: 0.0010 ips: 12.9724 images/s [11/13 17:39:15] ppdet.engine INFO: Epoch: [23] [2900/3251] learning_rate: 0.173129 loss_vfl: 0.837879 loss_bbox: 0.282657 loss_dfl: 0.181794 loss: 1.306898 eta: 6 days, 5:02:01 batch_cost: 2.1099 data_cost: 0.0009 ips: 13.2709 images/s [11/13 17:40:03] ppdet.engine INFO: Epoch: [23] [2920/3251] learning_rate: 0.173115 loss_vfl: 0.806388 loss_bbox: 0.326167 loss_dfl: 0.216929 loss: 1.372494 eta: 6 days, 5:01:23 batch_cost: 2.2604 data_cost: 0.0010 ips: 12.3873 images/s [11/13 17:40:48] ppdet.engine INFO: Epoch: [23] [2940/3251] learning_rate: 0.173102 loss_vfl: 0.834500 loss_bbox: 0.297808 loss_dfl: 0.183500 loss: 1.280692 eta: 6 days, 5:00:38 batch_cost: 2.1436 data_cost: 0.0011 ips: 13.0622 images/s [11/13 17:41:35] ppdet.engine INFO: Epoch: [23] [2960/3251] learning_rate: 0.173089 loss_vfl: 0.842448 loss_bbox: 0.314379 loss_dfl: 0.193584 loss: 1.321483 eta: 6 days, 4:59:54 batch_cost: 2.1483 data_cost: 0.0010 ips: 13.0333 images/s [11/13 17:42:21] ppdet.engine INFO: Epoch: [23] [2980/3251] learning_rate: 0.173076 loss_vfl: 0.839210 loss_bbox: 0.298441 loss_dfl: 0.197120 loss: 1.354761 eta: 6 days, 4:59:09 batch_cost: 2.1531 data_cost: 0.0009 ips: 13.0047 images/s [11/13 17:43:04] ppdet.engine INFO: Epoch: [23] [3000/3251] learning_rate: 0.173063 loss_vfl: 0.821230 loss_bbox: 0.292921 loss_dfl: 0.180738 loss: 1.314734 eta: 6 days, 4:58:09 batch_cost: 1.8994 data_cost: 0.0010 ips: 14.7413 images/s [11/13 17:43:51] ppdet.engine INFO: Epoch: [23] [3020/3251] learning_rate: 0.173049 loss_vfl: 0.825866 loss_bbox: 0.310383 loss_dfl: 0.202921 loss: 1.345224 eta: 6 days, 4:57:29 batch_cost: 2.2251 data_cost: 0.0024 ips: 12.5834 images/s [11/13 17:44:36] ppdet.engine INFO: Epoch: [23] [3040/3251] learning_rate: 0.173036 loss_vfl: 0.836415 loss_bbox: 0.278117 loss_dfl: 0.189559 loss: 1.282385 eta: 6 days, 4:56:37 batch_cost: 2.0328 data_cost: 0.0012 ips: 13.7740 images/s [11/13 17:45:23] ppdet.engine INFO: Epoch: [23] [3060/3251] learning_rate: 0.173023 loss_vfl: 0.841162 loss_bbox: 0.295641 loss_dfl: 0.174859 loss: 1.299367 eta: 6 days, 4:55:59 batch_cost: 2.2463 data_cost: 0.0009 ips: 12.4650 images/s [11/13 17:46:06] ppdet.engine INFO: Epoch: [23] [3080/3251] learning_rate: 0.173010 loss_vfl: 0.840998 loss_bbox: 0.297742 loss_dfl: 0.190157 loss: 1.337391 eta: 6 days, 4:55:07 batch_cost: 2.0393 data_cost: 0.0009 ips: 13.7302 images/s [11/13 17:46:53] ppdet.engine INFO: Epoch: [23] [3100/3251] learning_rate: 0.172997 loss_vfl: 0.829836 loss_bbox: 0.283002 loss_dfl: 0.194011 loss: 1.326767 eta: 6 days, 4:54:30 batch_cost: 2.2715 data_cost: 0.0009 ips: 12.3267 images/s [11/13 17:47:40] ppdet.engine INFO: Epoch: [23] [3120/3251] learning_rate: 0.172983 loss_vfl: 0.829512 loss_bbox: 0.317863 loss_dfl: 0.193253 loss: 1.331058 eta: 6 days, 4:53:47 batch_cost: 2.1713 data_cost: 0.0009 ips: 12.8955 images/s [11/13 17:48:27] ppdet.engine INFO: Epoch: [23] [3140/3251] learning_rate: 0.172970 loss_vfl: 0.831215 loss_bbox: 0.324091 loss_dfl: 0.197254 loss: 1.358826 eta: 6 days, 4:53:09 batch_cost: 2.2414 data_cost: 0.0010 ips: 12.4923 images/s [11/13 17:49:14] ppdet.engine INFO: Epoch: [23] [3160/3251] learning_rate: 0.172957 loss_vfl: 0.841380 loss_bbox: 0.290110 loss_dfl: 0.190263 loss: 1.317121 eta: 6 days, 4:52:31 batch_cost: 2.2685 data_cost: 0.0009 ips: 12.3432 images/s [11/13 17:50:00] ppdet.engine INFO: Epoch: [23] [3180/3251] learning_rate: 0.172944 loss_vfl: 0.822132 loss_bbox: 0.271381 loss_dfl: 0.178042 loss: 1.287221 eta: 6 days, 4:51:46 batch_cost: 2.1341 data_cost: 0.0009 ips: 13.1205 images/s [11/13 17:50:48] ppdet.engine INFO: Epoch: [23] [3200/3251] learning_rate: 0.172931 loss_vfl: 0.833066 loss_bbox: 0.297174 loss_dfl: 0.189712 loss: 1.307140 eta: 6 days, 4:51:10 batch_cost: 2.2930 data_cost: 0.0011 ips: 12.2113 images/s [11/13 17:51:36] ppdet.engine INFO: Epoch: [23] [3220/3251] learning_rate: 0.172917 loss_vfl: 0.852749 loss_bbox: 0.308178 loss_dfl: 0.198051 loss: 1.340126 eta: 6 days, 4:50:34 batch_cost: 2.2844 data_cost: 0.0010 ips: 12.2568 images/s [11/13 17:52:21] ppdet.engine INFO: Epoch: [23] [3240/3251] learning_rate: 0.172904 loss_vfl: 0.812746 loss_bbox: 0.267826 loss_dfl: 0.182926 loss: 1.303983 eta: 6 days, 4:49:49 batch_cost: 2.1347 data_cost: 0.0024 ips: 13.1169 images/s [11/13 17:52:44] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_lcnet_2_5x_640_mainbody [11/13 17:52:44] ppdet.engine INFO: Eval iter: 0 [11/13 17:53:32] ppdet.engine INFO: Eval iter: 100 [11/13 17:53:58] ppdet.engine INFO: Eval iter: 200 [11/13 17:54:25] ppdet.engine INFO: Eval iter: 300 [11/13 17:54:51] ppdet.engine INFO: Eval iter: 400 [11/13 17:55:18] ppdet.engine INFO: Eval iter: 500 [11/13 17:55:45] ppdet.engine INFO: Eval iter: 600 [11/13 17:56:12] ppdet.engine INFO: Eval iter: 700 [11/13 17:56:39] ppdet.engine INFO: Eval iter: 800 [11/13 17:57:06] ppdet.engine INFO: Eval iter: 900 [11/13 17:57:32] ppdet.engine INFO: Eval iter: 1000 [11/13 17:57:58] ppdet.engine INFO: Eval iter: 1100 [11/13 17:58:24] ppdet.engine INFO: Eval iter: 1200 [11/13 17:58:50] ppdet.engine INFO: Eval iter: 1300 [11/13 17:59:16] ppdet.engine INFO: Eval iter: 1400 [11/13 17:59:42] ppdet.engine INFO: Eval iter: 1500 [11/13 18:00:10] ppdet.engine INFO: Eval iter: 1600 [11/13 18:00:37] ppdet.engine INFO: Eval iter: 1700 [11/13 18:01:03] ppdet.engine INFO: Eval iter: 1800 [11/13 18:01:30] ppdet.engine INFO: Eval iter: 1900 [11/13 18:01:59] ppdet.engine INFO: Eval iter: 2000 [11/13 18:02:26] ppdet.engine INFO: Eval iter: 2100 [11/13 18:02:53] ppdet.engine INFO: Eval iter: 2200 [11/13 18:03:20] ppdet.engine INFO: Eval iter: 2300 [11/13 18:04:19] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json. loading annotations into memory... Done (t=2.18s) creating index... index created! [11/13 18:04:22] ppdet.metrics.coco_utils INFO: Start evaluate... Loading and preparing results... DONE (t=15.70s) creating index... index created! Running per image evaluation... Evaluate annotation type *bbox* DONE (t=383.69s). Accumulating evaluation results... DONE (t=30.21s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.390 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.592 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.413 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.199 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.421 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.522 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.081 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.384 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.585 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.341 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.608 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.747 [11/13 18:11:35] ppdet.engine INFO: Total sample number: 19074, averge FPS: 28.87585533267873 [11/13 18:11:35] ppdet.engine INFO: Best test bbox ap is 0.392. [11/13 18:11:37] ppdet.engine INFO: Epoch: [24] [ 0/3251] learning_rate: 0.172897 loss_vfl: 0.814033 loss_bbox: 0.288788 loss_dfl: 0.198015 loss: 1.325795 eta: 6 days, 4:48:53 batch_cost: 1.6220 data_cost: 0.0019 ips: 17.2630 images/s [11/13 18:12:23] ppdet.engine INFO: Epoch: [24] [ 20/3251] learning_rate: 0.172884 loss_vfl: 0.811935 loss_bbox: 0.296685 loss_dfl: 0.186189 loss: 1.290709 eta: 6 days, 4:48:04 batch_cost: 2.0851 data_cost: 0.0012 ips: 13.4284 images/s [11/13 18:13:08] ppdet.engine INFO: Epoch: [24] [ 40/3251] learning_rate: 0.172870 loss_vfl: 0.866896 loss_bbox: 0.289065 loss_dfl: 0.188071 loss: 1.338189 eta: 6 days, 4:47:21 batch_cost: 2.1688 data_cost: 0.0009 ips: 12.9105 images/s [11/13 18:13:54] ppdet.engine INFO: Epoch: [24] [ 60/3251] learning_rate: 0.172857 loss_vfl: 0.853907 loss_bbox: 0.308898 loss_dfl: 0.197855 loss: 1.352017 eta: 6 days, 4:46:37 batch_cost: 2.1613 data_cost: 0.0012 ips: 12.9551 images/s [11/13 18:14:39] ppdet.engine INFO: Epoch: [24] [ 80/3251] learning_rate: 0.172844 loss_vfl: 0.851315 loss_bbox: 0.328675 loss_dfl: 0.196366 loss: 1.390022 eta: 6 days, 4:45:51 batch_cost: 2.1279 data_cost: 0.0009 ips: 13.1586 images/s [11/13 18:15:26] ppdet.engine INFO: Epoch: [24] [ 100/3251] learning_rate: 0.172831 loss_vfl: 0.829183 loss_bbox: 0.333738 loss_dfl: 0.220324 loss: 1.397583 eta: 6 days, 4:45:10 batch_cost: 2.2044 data_cost: 0.0011 ips: 12.7021 images/s Corrupt JPEG data: 33378 extraneous bytes before marker 0xe2 [11/13 18:16:14] ppdet.engine INFO: Epoch: [24] [ 120/3251] learning_rate: 0.172817 loss_vfl: 0.837673 loss_bbox: 0.279037 loss_dfl: 0.178701 loss: 1.322615 eta: 6 days, 4:44:31 batch_cost: 2.2387 data_cost: 0.0010 ips: 12.5073 images/s [11/13 18:17:01] ppdet.engine INFO: Epoch: [24] [ 140/3251] learning_rate: 0.172804 loss_vfl: 0.854253 loss_bbox: 0.264231 loss_dfl: 0.180321 loss: 1.318053 eta: 6 days, 4:43:49 batch_cost: 2.1812 data_cost: 0.0012 ips: 12.8369 images/s [11/13 18:17:48] ppdet.engine INFO: Epoch: [24] [ 160/3251] learning_rate: 0.172791 loss_vfl: 0.821455 loss_bbox: 0.269264 loss_dfl: 0.177541 loss: 1.271530 eta: 6 days, 4:43:10 batch_cost: 2.2443 data_cost: 0.0010 ips: 12.4762 images/s [11/13 18:18:37] ppdet.engine INFO: Epoch: [24] [ 180/3251] learning_rate: 0.172778 loss_vfl: 0.850575 loss_bbox: 0.280112 loss_dfl: 0.186154 loss: 1.309752 eta: 6 days, 4:42:37 batch_cost: 2.3261 data_cost: 0.0012 ips: 12.0374 images/s [11/13 18:19:23] ppdet.engine INFO: Epoch: [24] [ 200/3251] learning_rate: 0.172764 loss_vfl: 0.807658 loss_bbox: 0.263489 loss_dfl: 0.183068 loss: 1.284306 eta: 6 days, 4:41:53 batch_cost: 2.1642 data_cost: 0.0011 ips: 12.9380 images/s [11/13 18:20:11] ppdet.engine INFO: Epoch: [24] [ 220/3251] learning_rate: 0.172751 loss_vfl: 0.853548 loss_bbox: 0.312810 loss_dfl: 0.196242 loss: 1.387516 eta: 6 days, 4:41:16 batch_cost: 2.2657 data_cost: 0.0010 ips: 12.3580 images/s [11/13 18:20:57] ppdet.engine INFO: Epoch: [24] [ 240/3251] learning_rate: 0.172738 loss_vfl: 0.830390 loss_bbox: 0.298220 loss_dfl: 0.186110 loss: 1.324215 eta: 6 days, 4:40:36 batch_cost: 2.2253 data_cost: 0.0010 ips: 12.5827 images/s [11/13 18:21:43] ppdet.engine INFO: Epoch: [24] [ 260/3251] learning_rate: 0.172725 loss_vfl: 0.823323 loss_bbox: 0.280038 loss_dfl: 0.177024 loss: 1.285093 eta: 6 days, 4:39:50 batch_cost: 2.1256 data_cost: 0.0010 ips: 13.1728 images/s [11/13 18:22:29] ppdet.engine INFO: Epoch: [24] [ 280/3251] learning_rate: 0.172711 loss_vfl: 0.838574 loss_bbox: 0.323083 loss_dfl: 0.203437 loss: 1.374236 eta: 6 days, 4:39:03 batch_cost: 2.1158 data_cost: 0.0011 ips: 13.2336 images/s [11/13 18:23:17] ppdet.engine INFO: Epoch: [24] [ 300/3251] learning_rate: 0.172698 loss_vfl: 0.836064 loss_bbox: 0.313675 loss_dfl: 0.197684 loss: 1.323911 eta: 6 days, 4:38:27 batch_cost: 2.2885 data_cost: 0.0010 ips: 12.2351 images/s [11/13 18:24:04] ppdet.engine INFO: Epoch: [24] [ 320/3251] learning_rate: 0.172685 loss_vfl: 0.840583 loss_bbox: 0.306101 loss_dfl: 0.201118 loss: 1.349550 eta: 6 days, 4:37:49 batch_cost: 2.2543 data_cost: 0.0010 ips: 12.4205 images/s [11/13 18:24:49] ppdet.engine INFO: Epoch: [24] [ 340/3251] learning_rate: 0.172672 loss_vfl: 0.818682 loss_bbox: 0.264588 loss_dfl: 0.182816 loss: 1.243290 eta: 6 days, 4:37:05 batch_cost: 2.1436 data_cost: 0.0009 ips: 13.0621 images/s [11/13 18:25:35] ppdet.engine INFO: Epoch: [24] [ 360/3251] learning_rate: 0.172658 loss_vfl: 0.829960 loss_bbox: 0.306433 loss_dfl: 0.193786 loss: 1.319269 eta: 6 days, 4:36:15 batch_cost: 2.0656 data_cost: 0.0009 ips: 13.5552 images/s [11/13 18:26:22] ppdet.engine INFO: Epoch: [24] [ 380/3251] learning_rate: 0.172645 loss_vfl: 0.844496 loss_bbox: 0.289522 loss_dfl: 0.189766 loss: 1.307000 eta: 6 days, 4:35:34 batch_cost: 2.2075 data_cost: 0.0010 ips: 12.6841 images/s [11/13 18:27:09] ppdet.engine INFO: Epoch: [24] [ 400/3251] learning_rate: 0.172632 loss_vfl: 0.830610 loss_bbox: 0.304926 loss_dfl: 0.189017 loss: 1.307003 eta: 6 days, 4:34:56 batch_cost: 2.2516 data_cost: 0.0011 ips: 12.4357 images/s [11/13 18:27:55] ppdet.engine INFO: Epoch: [24] [ 420/3251] learning_rate: 0.172618 loss_vfl: 0.812823 loss_bbox: 0.312361 loss_dfl: 0.206553 loss: 1.306321 eta: 6 days, 4:34:08 batch_cost: 2.1004 data_cost: 0.0009 ips: 13.3305 images/s [11/13 18:28:42] ppdet.engine INFO: Epoch: [24] [ 440/3251] learning_rate: 0.172605 loss_vfl: 0.845702 loss_bbox: 0.266308 loss_dfl: 0.176740 loss: 1.267630 eta: 6 days, 4:33:28 batch_cost: 2.2270 data_cost: 0.0010 ips: 12.5730 images/s [11/13 18:29:27] ppdet.engine INFO: Epoch: [24] [ 460/3251] learning_rate: 0.172592 loss_vfl: 0.822702 loss_bbox: 0.307151 loss_dfl: 0.198705 loss: 1.330651 eta: 6 days, 4:32:42 batch_cost: 2.1279 data_cost: 0.0010 ips: 13.1582 images/s [11/13 18:30:15] ppdet.engine INFO: Epoch: [24] [ 480/3251] learning_rate: 0.172579 loss_vfl: 0.805188 loss_bbox: 0.316384 loss_dfl: 0.210092 loss: 1.302110 eta: 6 days, 4:32:07 batch_cost: 2.3027 data_cost: 0.0016 ips: 12.1597 images/s [11/13 18:31:01] ppdet.engine INFO: Epoch: [24] [ 500/3251] learning_rate: 0.172565 loss_vfl: 0.850541 loss_bbox: 0.297165 loss_dfl: 0.192968 loss: 1.307914 eta: 6 days, 4:31:22 batch_cost: 2.1347 data_cost: 0.0012 ips: 13.1165 images/s [11/13 18:31:47] ppdet.engine INFO: Epoch: [24] [ 520/3251] learning_rate: 0.172552 loss_vfl: 0.811727 loss_bbox: 0.296883 loss_dfl: 0.199401 loss: 1.329888 eta: 6 days, 4:30:42 batch_cost: 2.2232 data_cost: 0.0011 ips: 12.5944 images/s [11/13 18:32:34] ppdet.engine INFO: Epoch: [24] [ 540/3251] learning_rate: 0.172539 loss_vfl: 0.824832 loss_bbox: 0.259773 loss_dfl: 0.177669 loss: 1.288661 eta: 6 days, 4:30:00 batch_cost: 2.1899 data_cost: 0.0013 ips: 12.7858 images/s [11/13 18:33:20] ppdet.engine INFO: Epoch: [24] [ 560/3251] learning_rate: 0.172525 loss_vfl: 0.816714 loss_bbox: 0.314313 loss_dfl: 0.188226 loss: 1.332240 eta: 6 days, 4:29:18 batch_cost: 2.1943 data_cost: 0.0009 ips: 12.7605 images/s [11/13 18:34:07] ppdet.engine INFO: Epoch: [24] [ 580/3251] learning_rate: 0.172512 loss_vfl: 0.843353 loss_bbox: 0.297017 loss_dfl: 0.190876 loss: 1.339342 eta: 6 days, 4:28:38 batch_cost: 2.2115 data_cost: 0.0009 ips: 12.6611 images/s [11/13 18:34:54] ppdet.engine INFO: Epoch: [24] [ 600/3251] learning_rate: 0.172499 loss_vfl: 0.854288 loss_bbox: 0.307935 loss_dfl: 0.189504 loss: 1.345384 eta: 6 days, 4:28:00 batch_cost: 2.2601 data_cost: 0.0011 ips: 12.3891 images/s [11/13 18:35:38] ppdet.engine INFO: Epoch: [24] [ 620/3251] learning_rate: 0.172485 loss_vfl: 0.820547 loss_bbox: 0.282390 loss_dfl: 0.170089 loss: 1.257180 eta: 6 days, 4:27:12 batch_cost: 2.0995 data_cost: 0.0017 ips: 13.3368 images/s [11/13 18:36:24] ppdet.engine INFO: Epoch: [24] [ 640/3251] learning_rate: 0.172472 loss_vfl: 0.817375 loss_bbox: 0.306016 loss_dfl: 0.198541 loss: 1.322310 eta: 6 days, 4:26:31 batch_cost: 2.1973 data_cost: 0.0010 ips: 12.7428 images/s [11/13 18:37:13] ppdet.engine INFO: Epoch: [24] [ 660/3251] learning_rate: 0.172459 loss_vfl: 0.824622 loss_bbox: 0.305248 loss_dfl: 0.191335 loss: 1.300696 eta: 6 days, 4:25:58 batch_cost: 2.3406 data_cost: 0.0009 ips: 11.9628 images/s [11/13 18:38:00] ppdet.engine INFO: Epoch: [24] [ 680/3251] learning_rate: 0.172445 loss_vfl: 0.805170 loss_bbox: 0.283240 loss_dfl: 0.187950 loss: 1.293954 eta: 6 days, 4:25:22 batch_cost: 2.2810 data_cost: 0.0010 ips: 12.2751 images/s [11/13 18:38:46] ppdet.engine INFO: Epoch: [24] [ 700/3251] learning_rate: 0.172432 loss_vfl: 0.836873 loss_bbox: 0.270391 loss_dfl: 0.172535 loss: 1.288182 eta: 6 days, 4:24:35 batch_cost: 2.1202 data_cost: 0.0009 ips: 13.2062 images/s [11/13 18:39:31] ppdet.engine INFO: Epoch: [24] [ 720/3251] learning_rate: 0.172419 loss_vfl: 0.832198 loss_bbox: 0.305583 loss_dfl: 0.198125 loss: 1.339782 eta: 6 days, 4:23:51 batch_cost: 2.1499 data_cost: 0.0010 ips: 13.0240 images/s [11/13 18:40:19] ppdet.engine INFO: Epoch: [24] [ 740/3251] learning_rate: 0.172405 loss_vfl: 0.809941 loss_bbox: 0.265180 loss_dfl: 0.169989 loss: 1.314772 eta: 6 days, 4:23:15 batch_cost: 2.2883 data_cost: 0.0011 ips: 12.2363 images/s [11/13 18:41:05] ppdet.engine INFO: Epoch: [24] [ 760/3251] learning_rate: 0.172392 loss_vfl: 0.835648 loss_bbox: 0.305249 loss_dfl: 0.198287 loss: 1.329618 eta: 6 days, 4:22:31 batch_cost: 2.1502 data_cost: 0.0010 ips: 13.0219 images/s [11/13 18:41:51] ppdet.engine INFO: Epoch: [24] [ 780/3251] learning_rate: 0.172379 loss_vfl: 0.848249 loss_bbox: 0.310176 loss_dfl: 0.195820 loss: 1.372351 eta: 6 days, 4:21:46 batch_cost: 2.1500 data_cost: 0.0010 ips: 13.0230 images/s [11/13 18:42:37] ppdet.engine INFO: Epoch: [24] [ 800/3251] learning_rate: 0.172365 loss_vfl: 0.839033 loss_bbox: 0.285348 loss_dfl: 0.187513 loss: 1.322225 eta: 6 days, 4:21:03 batch_cost: 2.1779 data_cost: 0.0010 ips: 12.8563 images/s [11/13 18:43:23] ppdet.engine INFO: Epoch: [24] [ 820/3251] learning_rate: 0.172352 loss_vfl: 0.825569 loss_bbox: 0.295592 loss_dfl: 0.198446 loss: 1.323473 eta: 6 days, 4:20:23 batch_cost: 2.2156 data_cost: 0.0010 ips: 12.6377 images/s [11/13 18:44:09] ppdet.engine INFO: Epoch: [24] [ 840/3251] learning_rate: 0.172339 loss_vfl: 0.855385 loss_bbox: 0.273102 loss_dfl: 0.184665 loss: 1.319910 eta: 6 days, 4:19:35 batch_cost: 2.0929 data_cost: 0.0010 ips: 13.3788 images/s [11/13 18:44:53] ppdet.engine INFO: Epoch: [24] [ 860/3251] learning_rate: 0.172325 loss_vfl: 0.855772 loss_bbox: 0.285297 loss_dfl: 0.179714 loss: 1.348787 eta: 6 days, 4:18:47 batch_cost: 2.0959 data_cost: 0.0009 ips: 13.3596 images/s [11/13 18:45:42] ppdet.engine INFO: Epoch: [24] [ 880/3251] learning_rate: 0.172312 loss_vfl: 0.825784 loss_bbox: 0.287894 loss_dfl: 0.184488 loss: 1.311007 eta: 6 days, 4:18:11 batch_cost: 2.2956 data_cost: 0.0010 ips: 12.1970 images/s [11/13 18:46:27] ppdet.engine INFO: Epoch: [24] [ 900/3251] learning_rate: 0.172299 loss_vfl: 0.812643 loss_bbox: 0.284804 loss_dfl: 0.190400 loss: 1.294946 eta: 6 days, 4:17:21 batch_cost: 2.0637 data_cost: 0.0017 ips: 13.5676 images/s [11/13 18:47:13] ppdet.engine INFO: Epoch: [24] [ 920/3251] learning_rate: 0.172285 loss_vfl: 0.852106 loss_bbox: 0.297903 loss_dfl: 0.190862 loss: 1.328050 eta: 6 days, 4:16:34 batch_cost: 2.0978 data_cost: 0.0010 ips: 13.3476 images/s [11/13 18:47:58] ppdet.engine INFO: Epoch: [24] [ 940/3251] learning_rate: 0.172272 loss_vfl: 0.825550 loss_bbox: 0.302282 loss_dfl: 0.186089 loss: 1.311230 eta: 6 days, 4:15:49 batch_cost: 2.1450 data_cost: 0.0010 ips: 13.0536 images/s [11/13 18:48:45] ppdet.engine INFO: Epoch: [24] [ 960/3251] learning_rate: 0.172259 loss_vfl: 0.823342 loss_bbox: 0.264853 loss_dfl: 0.182829 loss: 1.290923 eta: 6 days, 4:15:10 batch_cost: 2.2382 data_cost: 0.0012 ips: 12.5099 images/s [11/13 18:49:31] ppdet.engine INFO: Epoch: [24] [ 980/3251] learning_rate: 0.172245 loss_vfl: 0.828690 loss_bbox: 0.312224 loss_dfl: 0.198607 loss: 1.386748 eta: 6 days, 4:14:24 batch_cost: 2.1333 data_cost: 0.0010 ips: 13.1250 images/s [11/13 18:50:18] ppdet.engine INFO: Epoch: [24] [1000/3251] learning_rate: 0.172232 loss_vfl: 0.814518 loss_bbox: 0.295647 loss_dfl: 0.177415 loss: 1.316774 eta: 6 days, 4:13:43 batch_cost: 2.1990 data_cost: 0.0018 ips: 12.7331 images/s [11/13 18:51:03] ppdet.engine INFO: Epoch: [24] [1020/3251] learning_rate: 0.172219 loss_vfl: 0.842901 loss_bbox: 0.272841 loss_dfl: 0.170839 loss: 1.279723 eta: 6 days, 4:13:01 batch_cost: 2.1958 data_cost: 0.0009 ips: 12.7515 images/s [11/13 18:51:50] ppdet.engine INFO: Epoch: [24] [1040/3251] learning_rate: 0.172205 loss_vfl: 0.835379 loss_bbox: 0.264663 loss_dfl: 0.181133 loss: 1.287426 eta: 6 days, 4:12:19 batch_cost: 2.1917 data_cost: 0.0009 ips: 12.7754 images/s [11/13 18:52:37] ppdet.engine INFO: Epoch: [24] [1060/3251] learning_rate: 0.172192 loss_vfl: 0.856175 loss_bbox: 0.267591 loss_dfl: 0.174066 loss: 1.291363 eta: 6 days, 4:11:39 batch_cost: 2.2168 data_cost: 0.0010 ips: 12.6310 images/s [11/13 18:53:22] ppdet.engine INFO: Epoch: [24] [1080/3251] learning_rate: 0.172178 loss_vfl: 0.856897 loss_bbox: 0.272600 loss_dfl: 0.177969 loss: 1.297766 eta: 6 days, 4:10:52 batch_cost: 2.1187 data_cost: 0.0010 ips: 13.2156 images/s [11/13 18:54:08] ppdet.engine INFO: Epoch: [24] [1100/3251] learning_rate: 0.172165 loss_vfl: 0.837757 loss_bbox: 0.305306 loss_dfl: 0.197895 loss: 1.328559 eta: 6 days, 4:10:07 batch_cost: 2.1440 data_cost: 0.0010 ips: 13.0598 images/s [11/13 18:54:53] ppdet.engine INFO: Epoch: [24] [1120/3251] learning_rate: 0.172152 loss_vfl: 0.856155 loss_bbox: 0.255159 loss_dfl: 0.165569 loss: 1.256246 eta: 6 days, 4:09:20 batch_cost: 2.1077 data_cost: 0.0009 ips: 13.2847 images/s [11/13 18:55:37] ppdet.engine INFO: Epoch: [24] [1140/3251] learning_rate: 0.172138 loss_vfl: 0.840050 loss_bbox: 0.287697 loss_dfl: 0.184028 loss: 1.337295 eta: 6 days, 4:08:33 batch_cost: 2.1134 data_cost: 0.0010 ips: 13.2487 images/s [11/13 18:56:23] ppdet.engine INFO: Epoch: [24] [1160/3251] learning_rate: 0.172125 loss_vfl: 0.838371 loss_bbox: 0.289239 loss_dfl: 0.187396 loss: 1.302215 eta: 6 days, 4:07:50 batch_cost: 2.1630 data_cost: 0.0009 ips: 12.9450 images/s [11/13 18:57:11] ppdet.engine INFO: Epoch: [24] [1180/3251] learning_rate: 0.172112 loss_vfl: 0.845300 loss_bbox: 0.268340 loss_dfl: 0.187646 loss: 1.280559 eta: 6 days, 4:07:11 batch_cost: 2.2491 data_cost: 0.0014 ips: 12.4492 images/s [11/13 18:57:55] ppdet.engine INFO: Epoch: [24] [1200/3251] learning_rate: 0.172098 loss_vfl: 0.823022 loss_bbox: 0.294144 loss_dfl: 0.194492 loss: 1.317899 eta: 6 days, 4:06:14 batch_cost: 1.9406 data_cost: 0.0010 ips: 14.4286 images/s [11/13 18:58:43] ppdet.engine INFO: Epoch: [24] [1220/3251] learning_rate: 0.172085 loss_vfl: 0.836535 loss_bbox: 0.282468 loss_dfl: 0.188030 loss: 1.310185 eta: 6 days, 4:05:37 batch_cost: 2.2666 data_cost: 0.0009 ips: 12.3531 images/s [11/13 18:59:27] ppdet.engine INFO: Epoch: [24] [1240/3251] learning_rate: 0.172071 loss_vfl: 0.828824 loss_bbox: 0.274675 loss_dfl: 0.170249 loss: 1.298304 eta: 6 days, 4:04:49 batch_cost: 2.1088 data_cost: 0.0009 ips: 13.2777 images/s [11/13 19:00:12] ppdet.engine INFO: Epoch: [24] [1260/3251] learning_rate: 0.172058 loss_vfl: 0.829004 loss_bbox: 0.303234 loss_dfl: 0.199346 loss: 1.329570 eta: 6 days, 4:04:04 batch_cost: 2.1302 data_cost: 0.0012 ips: 13.1446 images/s [11/13 19:00:57] ppdet.engine INFO: Epoch: [24] [1280/3251] learning_rate: 0.172045 loss_vfl: 0.840213 loss_bbox: 0.294721 loss_dfl: 0.190458 loss: 1.315836 eta: 6 days, 4:03:18 batch_cost: 2.1300 data_cost: 0.0009 ips: 13.1456 images/s [11/13 19:01:44] ppdet.engine INFO: Epoch: [24] [1300/3251] learning_rate: 0.172031 loss_vfl: 0.837798 loss_bbox: 0.302746 loss_dfl: 0.186480 loss: 1.331231 eta: 6 days, 4:02:36 batch_cost: 2.1856 data_cost: 0.0010 ips: 12.8109 images/s [11/13 19:02:31] ppdet.engine INFO: Epoch: [24] [1320/3251] learning_rate: 0.172018 loss_vfl: 0.852147 loss_bbox: 0.297077 loss_dfl: 0.190407 loss: 1.356581 eta: 6 days, 4:01:57 batch_cost: 2.2516 data_cost: 0.0010 ips: 12.4355 images/s [11/13 19:03:16] ppdet.engine INFO: Epoch: [24] [1340/3251] learning_rate: 0.172004 loss_vfl: 0.828395 loss_bbox: 0.301591 loss_dfl: 0.197046 loss: 1.335375 eta: 6 days, 4:01:12 batch_cost: 2.1283 data_cost: 0.0010 ips: 13.1562 images/s [11/13 19:04:00] ppdet.engine INFO: Epoch: [24] [1360/3251] learning_rate: 0.171991 loss_vfl: 0.833257 loss_bbox: 0.293106 loss_dfl: 0.191875 loss: 1.350125 eta: 6 days, 4:00:22 batch_cost: 2.0741 data_cost: 0.0010 ips: 13.4996 images/s [11/13 19:04:46] ppdet.engine INFO: Epoch: [24] [1380/3251] learning_rate: 0.171978 loss_vfl: 0.808253 loss_bbox: 0.278889 loss_dfl: 0.181479 loss: 1.274905 eta: 6 days, 3:59:37 batch_cost: 2.1398 data_cost: 0.0017 ips: 13.0856 images/s [11/13 19:05:32] ppdet.engine INFO: Epoch: [24] [1400/3251] learning_rate: 0.171964 loss_vfl: 0.847699 loss_bbox: 0.287174 loss_dfl: 0.202226 loss: 1.321824 eta: 6 days, 3:58:55 batch_cost: 2.1869 data_cost: 0.0009 ips: 12.8037 images/s [11/13 19:06:19] ppdet.engine INFO: Epoch: [24] [1420/3251] learning_rate: 0.171951 loss_vfl: 0.844393 loss_bbox: 0.279763 loss_dfl: 0.189294 loss: 1.254875 eta: 6 days, 3:58:14 batch_cost: 2.2004 data_cost: 0.0010 ips: 12.7249 images/s [11/13 19:07:05] ppdet.engine INFO: Epoch: [24] [1440/3251] learning_rate: 0.171937 loss_vfl: 0.831359 loss_bbox: 0.301769 loss_dfl: 0.208307 loss: 1.367205 eta: 6 days, 3:57:24 batch_cost: 2.0627 data_cost: 0.0010 ips: 13.5744 images/s [11/13 19:07:51] ppdet.engine INFO: Epoch: [24] [1460/3251] learning_rate: 0.171924 loss_vfl: 0.825726 loss_bbox: 0.342494 loss_dfl: 0.211523 loss: 1.360893 eta: 6 days, 3:56:38 batch_cost: 2.1319 data_cost: 0.0012 ips: 13.1340 images/s [11/13 19:08:39] ppdet.engine INFO: Epoch: [24] [1480/3251] learning_rate: 0.171910 loss_vfl: 0.857738 loss_bbox: 0.299404 loss_dfl: 0.187025 loss: 1.329961 eta: 6 days, 3:56:01 batch_cost: 2.2673 data_cost: 0.0009 ips: 12.3495 images/s [11/13 19:09:24] ppdet.engine INFO: Epoch: [24] [1500/3251] learning_rate: 0.171897 loss_vfl: 0.821059 loss_bbox: 0.314930 loss_dfl: 0.191245 loss: 1.311596 eta: 6 days, 3:55:13 batch_cost: 2.0958 data_cost: 0.0009 ips: 13.3602 images/s [11/13 19:10:08] ppdet.engine INFO: Epoch: [24] [1520/3251] learning_rate: 0.171884 loss_vfl: 0.836153 loss_bbox: 0.301008 loss_dfl: 0.188600 loss: 1.329017 eta: 6 days, 3:54:23 batch_cost: 2.0588 data_cost: 0.0009 ips: 13.6003 images/s [11/13 19:10:52] ppdet.engine INFO: Epoch: [24] [1540/3251] learning_rate: 0.171870 loss_vfl: 0.849452 loss_bbox: 0.282673 loss_dfl: 0.187509 loss: 1.304824 eta: 6 days, 3:53:36 batch_cost: 2.1069 data_cost: 0.0009 ips: 13.2894 images/s [11/13 19:11:39] ppdet.engine INFO: Epoch: [24] [1560/3251] learning_rate: 0.171857 loss_vfl: 0.837073 loss_bbox: 0.298952 loss_dfl: 0.192081 loss: 1.316336 eta: 6 days, 3:52:57 batch_cost: 2.2507 data_cost: 0.0010 ips: 12.4403 images/s [11/13 19:12:26] ppdet.engine INFO: Epoch: [24] [1580/3251] learning_rate: 0.171843 loss_vfl: 0.855679 loss_bbox: 0.298259 loss_dfl: 0.202863 loss: 1.398746 eta: 6 days, 3:52:15 batch_cost: 2.1843 data_cost: 0.0009 ips: 12.8188 images/s [11/13 19:13:11] ppdet.engine INFO: Epoch: [24] [1600/3251] learning_rate: 0.171830 loss_vfl: 0.825697 loss_bbox: 0.314527 loss_dfl: 0.186588 loss: 1.330243 eta: 6 days, 3:51:31 batch_cost: 2.1518 data_cost: 0.0010 ips: 13.0124 images/s [11/13 19:13:57] ppdet.engine INFO: Epoch: [24] [1620/3251] learning_rate: 0.171816 loss_vfl: 0.841377 loss_bbox: 0.281770 loss_dfl: 0.185822 loss: 1.316184 eta: 6 days, 3:50:48 batch_cost: 2.1871 data_cost: 0.0010 ips: 12.8023 images/s [11/13 19:14:46] ppdet.engine INFO: Epoch: [24] [1640/3251] learning_rate: 0.171803 loss_vfl: 0.815753 loss_bbox: 0.303120 loss_dfl: 0.199129 loss: 1.328761 eta: 6 days, 3:50:13 batch_cost: 2.3048 data_cost: 0.0009 ips: 12.1484 images/s [11/13 19:15:32] ppdet.engine INFO: Epoch: [24] [1660/3251] learning_rate: 0.171789 loss_vfl: 0.842603 loss_bbox: 0.252984 loss_dfl: 0.172405 loss: 1.279193 eta: 6 days, 3:49:27 batch_cost: 2.1178 data_cost: 0.0012 ips: 13.2215 images/s [11/13 19:16:17] ppdet.engine INFO: Epoch: [24] [1680/3251] learning_rate: 0.171776 loss_vfl: 0.833295 loss_bbox: 0.344470 loss_dfl: 0.223735 loss: 1.419492 eta: 6 days, 3:48:43 batch_cost: 2.1530 data_cost: 0.0013 ips: 13.0053 images/s [11/13 19:17:05] ppdet.engine INFO: Epoch: [24] [1700/3251] learning_rate: 0.171763 loss_vfl: 0.838622 loss_bbox: 0.298293 loss_dfl: 0.186073 loss: 1.301795 eta: 6 days, 3:48:08 batch_cost: 2.3175 data_cost: 0.0016 ips: 12.0822 images/s [11/13 19:17:50] ppdet.engine INFO: Epoch: [24] [1720/3251] learning_rate: 0.171749 loss_vfl: 0.830096 loss_bbox: 0.293773 loss_dfl: 0.190919 loss: 1.312910 eta: 6 days, 3:47:23 batch_cost: 2.1355 data_cost: 0.0010 ips: 13.1116 images/s [11/13 19:18:35] ppdet.engine INFO: Epoch: [24] [1740/3251] learning_rate: 0.171736 loss_vfl: 0.823882 loss_bbox: 0.271739 loss_dfl: 0.181315 loss: 1.310418 eta: 6 days, 3:46:38 batch_cost: 2.1428 data_cost: 0.0010 ips: 13.0668 images/s [11/13 19:19:22] ppdet.engine INFO: Epoch: [24] [1760/3251] learning_rate: 0.171722 loss_vfl: 0.827422 loss_bbox: 0.342874 loss_dfl: 0.208999 loss: 1.357168 eta: 6 days, 3:45:56 batch_cost: 2.1938 data_cost: 0.0009 ips: 12.7631 images/s [11/13 19:20:10] ppdet.engine INFO: Epoch: [24] [1780/3251] learning_rate: 0.171709 loss_vfl: 0.824830 loss_bbox: 0.287075 loss_dfl: 0.198672 loss: 1.317446 eta: 6 days, 3:45:15 batch_cost: 2.2064 data_cost: 0.0010 ips: 12.6905 images/s [11/13 19:20:57] ppdet.engine INFO: Epoch: [24] [1800/3251] learning_rate: 0.171695 loss_vfl: 0.846926 loss_bbox: 0.303426 loss_dfl: 0.199904 loss: 1.368810 eta: 6 days, 3:44:36 batch_cost: 2.2359 data_cost: 0.0009 ips: 12.5231 images/s [11/13 19:21:44] ppdet.engine INFO: Epoch: [24] [1820/3251] learning_rate: 0.171682 loss_vfl: 0.834987 loss_bbox: 0.311761 loss_dfl: 0.200665 loss: 1.383315 eta: 6 days, 3:43:58 batch_cost: 2.2581 data_cost: 0.0042 ips: 12.3999 images/s [11/13 19:22:30] ppdet.engine INFO: Epoch: [24] [1840/3251] learning_rate: 0.171668 loss_vfl: 0.836299 loss_bbox: 0.246206 loss_dfl: 0.171685 loss: 1.296323 eta: 6 days, 3:43:13 batch_cost: 2.1470 data_cost: 0.0026 ips: 13.0412 images/s [11/13 19:23:15] ppdet.engine INFO: Epoch: [24] [1860/3251] learning_rate: 0.171655 loss_vfl: 0.820207 loss_bbox: 0.279856 loss_dfl: 0.191164 loss: 1.294484 eta: 6 days, 3:42:26 batch_cost: 2.0966 data_cost: 0.0010 ips: 13.3549 images/s [11/13 19:24:00] ppdet.engine INFO: Epoch: [24] [1880/3251] learning_rate: 0.171641 loss_vfl: 0.841738 loss_bbox: 0.268759 loss_dfl: 0.180587 loss: 1.306355 eta: 6 days, 3:41:39 batch_cost: 2.1227 data_cost: 0.0009 ips: 13.1907 images/s [11/13 19:24:49] ppdet.engine INFO: Epoch: [24] [1900/3251] learning_rate: 0.171628 loss_vfl: 0.802021 loss_bbox: 0.288559 loss_dfl: 0.197817 loss: 1.315886 eta: 6 days, 3:41:06 batch_cost: 2.3222 data_cost: 0.0016 ips: 12.0573 images/s [11/13 19:25:35] ppdet.engine INFO: Epoch: [24] [1920/3251] learning_rate: 0.171614 loss_vfl: 0.849576 loss_bbox: 0.267117 loss_dfl: 0.178403 loss: 1.283835 eta: 6 days, 3:40:22 batch_cost: 2.1640 data_cost: 0.0010 ips: 12.9389 images/s [11/13 19:26:20] ppdet.engine INFO: Epoch: [24] [1940/3251] learning_rate: 0.171601 loss_vfl: 0.830866 loss_bbox: 0.298913 loss_dfl: 0.188419 loss: 1.298393 eta: 6 days, 3:39:36 batch_cost: 2.1245 data_cost: 0.0009 ips: 13.1796 images/s [11/13 19:27:06] ppdet.engine INFO: Epoch: [24] [1960/3251] learning_rate: 0.171587 loss_vfl: 0.824939 loss_bbox: 0.285858 loss_dfl: 0.189582 loss: 1.316823 eta: 6 days, 3:38:53 batch_cost: 2.1849 data_cost: 0.0010 ips: 12.8149 images/s [11/13 19:27:52] ppdet.engine INFO: Epoch: [24] [1980/3251] learning_rate: 0.171574 loss_vfl: 0.839360 loss_bbox: 0.291375 loss_dfl: 0.183529 loss: 1.312402 eta: 6 days, 3:38:11 batch_cost: 2.1882 data_cost: 0.0012 ips: 12.7956 images/s [11/13 19:28:38] ppdet.engine INFO: Epoch: [24] [2000/3251] learning_rate: 0.171560 loss_vfl: 0.830061 loss_bbox: 0.300848 loss_dfl: 0.190786 loss: 1.348583 eta: 6 days, 3:37:31 batch_cost: 2.2132 data_cost: 0.0009 ips: 12.6516 images/s [11/13 19:29:23] ppdet.engine INFO: Epoch: [24] [2020/3251] learning_rate: 0.171547 loss_vfl: 0.841843 loss_bbox: 0.328597 loss_dfl: 0.219129 loss: 1.361515 eta: 6 days, 3:36:46 batch_cost: 2.1502 data_cost: 0.0010 ips: 13.0221 images/s [11/13 19:30:10] ppdet.engine INFO: Epoch: [24] [2040/3251] learning_rate: 0.171533 loss_vfl: 0.830534 loss_bbox: 0.286439 loss_dfl: 0.186863 loss: 1.312047 eta: 6 days, 3:36:06 batch_cost: 2.2173 data_cost: 0.0010 ips: 12.6281 images/s [11/13 19:30:58] ppdet.engine INFO: Epoch: [24] [2060/3251] learning_rate: 0.171520 loss_vfl: 0.847917 loss_bbox: 0.318282 loss_dfl: 0.210253 loss: 1.357975 eta: 6 days, 3:35:28 batch_cost: 2.2615 data_cost: 0.0011 ips: 12.3813 images/s [11/13 19:31:41] ppdet.engine INFO: Epoch: [24] [2080/3251] learning_rate: 0.171506 loss_vfl: 0.833452 loss_bbox: 0.285783 loss_dfl: 0.180425 loss: 1.326156 eta: 6 days, 3:34:31 batch_cost: 1.9460 data_cost: 0.0010 ips: 14.3886 images/s [11/13 19:32:27] ppdet.engine INFO: Epoch: [24] [2100/3251] learning_rate: 0.171493 loss_vfl: 0.820428 loss_bbox: 0.294123 loss_dfl: 0.182705 loss: 1.297068 eta: 6 days, 3:33:44 batch_cost: 2.0991 data_cost: 0.0016 ips: 13.3389 images/s [11/13 19:33:13] ppdet.engine INFO: Epoch: [24] [2120/3251] learning_rate: 0.171479 loss_vfl: 0.833109 loss_bbox: 0.306829 loss_dfl: 0.198081 loss: 1.331997 eta: 6 days, 3:33:01 batch_cost: 2.1888 data_cost: 0.0018 ips: 12.7923 images/s [11/13 19:33:58] ppdet.engine INFO: Epoch: [24] [2140/3251] learning_rate: 0.171466 loss_vfl: 0.829069 loss_bbox: 0.304590 loss_dfl: 0.196814 loss: 1.350704 eta: 6 days, 3:32:14 batch_cost: 2.0993 data_cost: 0.0009 ips: 13.3379 images/s [11/13 19:34:46] ppdet.engine INFO: Epoch: [24] [2160/3251] learning_rate: 0.171452 loss_vfl: 0.838549 loss_bbox: 0.320635 loss_dfl: 0.200137 loss: 1.385079 eta: 6 days, 3:31:34 batch_cost: 2.2261 data_cost: 0.0011 ips: 12.5783 images/s [11/13 19:35:32] ppdet.engine INFO: Epoch: [24] [2180/3251] learning_rate: 0.171439 loss_vfl: 0.829387 loss_bbox: 0.280028 loss_dfl: 0.188795 loss: 1.314209 eta: 6 days, 3:30:51 batch_cost: 2.1809 data_cost: 0.0010 ips: 12.8389 images/s [11/13 19:36:19] ppdet.engine INFO: Epoch: [24] [2200/3251] learning_rate: 0.171425 loss_vfl: 0.812656 loss_bbox: 0.279334 loss_dfl: 0.185592 loss: 1.345475 eta: 6 days, 3:30:09 batch_cost: 2.1837 data_cost: 0.0010 ips: 12.8220 images/s [11/13 19:37:06] ppdet.engine INFO: Epoch: [24] [2220/3251] learning_rate: 0.171412 loss_vfl: 0.840239 loss_bbox: 0.315176 loss_dfl: 0.201768 loss: 1.363957 eta: 6 days, 3:29:28 batch_cost: 2.2080 data_cost: 0.0010 ips: 12.6814 images/s [11/13 19:37:51] ppdet.engine INFO: Epoch: [24] [2240/3251] learning_rate: 0.171398 loss_vfl: 0.843827 loss_bbox: 0.348112 loss_dfl: 0.209189 loss: 1.389309 eta: 6 days, 3:28:45 batch_cost: 2.1784 data_cost: 0.0011 ips: 12.8537 images/s [11/13 19:38:38] ppdet.engine INFO: Epoch: [24] [2260/3251] learning_rate: 0.171385 loss_vfl: 0.820229 loss_bbox: 0.252675 loss_dfl: 0.165405 loss: 1.295214 eta: 6 days, 3:28:03 batch_cost: 2.1804 data_cost: 0.0011 ips: 12.8414 images/s [11/13 19:39:27] ppdet.engine INFO: Epoch: [24] [2280/3251] learning_rate: 0.171371 loss_vfl: 0.823136 loss_bbox: 0.323995 loss_dfl: 0.204613 loss: 1.350236 eta: 6 days, 3:27:27 batch_cost: 2.3009 data_cost: 0.0012 ips: 12.1693 images/s [11/13 19:40:14] ppdet.engine INFO: Epoch: [24] [2300/3251] learning_rate: 0.171358 loss_vfl: 0.838739 loss_bbox: 0.291115 loss_dfl: 0.192266 loss: 1.314831 eta: 6 days, 3:26:50 batch_cost: 2.2652 data_cost: 0.0009 ips: 12.3607 images/s [11/13 19:41:00] ppdet.engine INFO: Epoch: [24] [2320/3251] learning_rate: 0.171344 loss_vfl: 0.839190 loss_bbox: 0.301582 loss_dfl: 0.191418 loss: 1.358341 eta: 6 days, 3:26:06 batch_cost: 2.1557 data_cost: 0.0009 ips: 12.9889 images/s [11/13 19:41:47] ppdet.engine INFO: Epoch: [24] [2340/3251] learning_rate: 0.171330 loss_vfl: 0.848622 loss_bbox: 0.268718 loss_dfl: 0.177955 loss: 1.323095 eta: 6 days, 3:25:21 batch_cost: 2.1549 data_cost: 0.0013 ips: 12.9936 images/s [11/13 19:42:32] ppdet.engine INFO: Epoch: [24] [2360/3251] learning_rate: 0.171317 loss_vfl: 0.819784 loss_bbox: 0.279796 loss_dfl: 0.174196 loss: 1.267844 eta: 6 days, 3:24:34 batch_cost: 2.0969 data_cost: 0.0009 ips: 13.3532 images/s [11/13 19:43:19] ppdet.engine INFO: Epoch: [24] [2380/3251] learning_rate: 0.171303 loss_vfl: 0.828458 loss_bbox: 0.309271 loss_dfl: 0.197795 loss: 1.317093 eta: 6 days, 3:23:55 batch_cost: 2.2435 data_cost: 0.0010 ips: 12.4805 images/s [11/13 19:44:06] ppdet.engine INFO: Epoch: [24] [2400/3251] learning_rate: 0.171290 loss_vfl: 0.844382 loss_bbox: 0.307263 loss_dfl: 0.200834 loss: 1.327764 eta: 6 days, 3:23:16 batch_cost: 2.2396 data_cost: 0.0010 ips: 12.5022 images/s [11/13 19:44:51] ppdet.engine INFO: Epoch: [24] [2420/3251] learning_rate: 0.171276 loss_vfl: 0.817802 loss_bbox: 0.312693 loss_dfl: 0.197927 loss: 1.338877 eta: 6 days, 3:22:30 batch_cost: 2.1275 data_cost: 0.0015 ips: 13.1612 images/s [11/13 19:45:37] ppdet.engine INFO: Epoch: [24] [2440/3251] learning_rate: 0.171263 loss_vfl: 0.825897 loss_bbox: 0.276301 loss_dfl: 0.184618 loss: 1.290530 eta: 6 days, 3:21:43 batch_cost: 2.1031 data_cost: 0.0009 ips: 13.3136 images/s [11/13 19:46:23] ppdet.engine INFO: Epoch: [24] [2460/3251] learning_rate: 0.171249 loss_vfl: 0.832094 loss_bbox: 0.299948 loss_dfl: 0.193159 loss: 1.336571 eta: 6 days, 3:20:56 batch_cost: 2.1201 data_cost: 0.0011 ips: 13.2069 images/s [11/13 19:47:08] ppdet.engine INFO: Epoch: [24] [2480/3251] learning_rate: 0.171236 loss_vfl: 0.841723 loss_bbox: 0.312931 loss_dfl: 0.190359 loss: 1.341262 eta: 6 days, 3:20:13 batch_cost: 2.1685 data_cost: 0.0012 ips: 12.9121 images/s [11/13 19:47:53] ppdet.engine INFO: Epoch: [24] [2500/3251] learning_rate: 0.171222 loss_vfl: 0.841922 loss_bbox: 0.299756 loss_dfl: 0.194957 loss: 1.321167 eta: 6 days, 3:19:22 batch_cost: 2.0390 data_cost: 0.0010 ips: 13.7324 images/s [11/13 19:48:38] ppdet.engine INFO: Epoch: [24] [2520/3251] learning_rate: 0.171208 loss_vfl: 0.812182 loss_bbox: 0.256825 loss_dfl: 0.174316 loss: 1.280431 eta: 6 days, 3:18:37 batch_cost: 2.1524 data_cost: 0.0009 ips: 13.0089 images/s [11/13 19:49:26] ppdet.engine INFO: Epoch: [24] [2540/3251] learning_rate: 0.171195 loss_vfl: 0.824844 loss_bbox: 0.282743 loss_dfl: 0.182290 loss: 1.304506 eta: 6 days, 3:17:54 batch_cost: 2.1675 data_cost: 0.0009 ips: 12.9183 images/s [11/13 19:50:13] ppdet.engine INFO: Epoch: [24] [2560/3251] learning_rate: 0.171181 loss_vfl: 0.828033 loss_bbox: 0.333538 loss_dfl: 0.204029 loss: 1.353800 eta: 6 days, 3:17:13 batch_cost: 2.2131 data_cost: 0.0010 ips: 12.6522 images/s [11/13 19:51:01] ppdet.engine INFO: Epoch: [24] [2580/3251] learning_rate: 0.171168 loss_vfl: 0.843031 loss_bbox: 0.263905 loss_dfl: 0.179510 loss: 1.299670 eta: 6 days, 3:16:34 batch_cost: 2.2416 data_cost: 0.0009 ips: 12.4909 images/s [11/13 19:51:47] ppdet.engine INFO: Epoch: [24] [2600/3251] learning_rate: 0.171154 loss_vfl: 0.808625 loss_bbox: 0.287463 loss_dfl: 0.189414 loss: 1.296596 eta: 6 days, 3:15:47 batch_cost: 2.1070 data_cost: 0.0010 ips: 13.2889 images/s [11/13 19:52:33] ppdet.engine INFO: Epoch: [24] [2620/3251] learning_rate: 0.171141 loss_vfl: 0.830270 loss_bbox: 0.295211 loss_dfl: 0.192418 loss: 1.330900 eta: 6 days, 3:15:08 batch_cost: 2.2371 data_cost: 0.0010 ips: 12.5162 images/s [11/13 19:53:19] ppdet.engine INFO: Epoch: [24] [2640/3251] learning_rate: 0.171127 loss_vfl: 0.845859 loss_bbox: 0.282899 loss_dfl: 0.178900 loss: 1.293286 eta: 6 days, 3:14:25 batch_cost: 2.1733 data_cost: 0.0009 ips: 12.8834 images/s [11/13 19:54:07] ppdet.engine INFO: Epoch: [24] [2660/3251] learning_rate: 0.171113 loss_vfl: 0.829849 loss_bbox: 0.295863 loss_dfl: 0.192756 loss: 1.336527 eta: 6 days, 3:13:47 batch_cost: 2.2593 data_cost: 0.0009 ips: 12.3934 images/s [11/13 19:54:51] ppdet.engine INFO: Epoch: [24] [2680/3251] learning_rate: 0.171100 loss_vfl: 0.829700 loss_bbox: 0.284882 loss_dfl: 0.187287 loss: 1.306710 eta: 6 days, 3:12:59 batch_cost: 2.0873 data_cost: 0.0011 ips: 13.4143 images/s [11/13 19:55:38] ppdet.engine INFO: Epoch: [24] [2700/3251] learning_rate: 0.171086 loss_vfl: 0.827817 loss_bbox: 0.273000 loss_dfl: 0.199655 loss: 1.343290 eta: 6 days, 3:12:18 batch_cost: 2.2133 data_cost: 0.0010 ips: 12.6506 images/s [11/13 19:56:25] ppdet.engine INFO: Epoch: [24] [2720/3251] learning_rate: 0.171073 loss_vfl: 0.827907 loss_bbox: 0.312266 loss_dfl: 0.195676 loss: 1.329761 eta: 6 days, 3:11:37 batch_cost: 2.2124 data_cost: 0.0009 ips: 12.6562 images/s [11/13 19:57:09] ppdet.engine INFO: Epoch: [24] [2740/3251] learning_rate: 0.171059 loss_vfl: 0.844832 loss_bbox: 0.275020 loss_dfl: 0.179630 loss: 1.308231 eta: 6 days, 3:10:50 batch_cost: 2.1008 data_cost: 0.0009 ips: 13.3280 images/s [11/13 19:57:58] ppdet.engine INFO: Epoch: [24] [2760/3251] learning_rate: 0.171045 loss_vfl: 0.845550 loss_bbox: 0.327349 loss_dfl: 0.207223 loss: 1.368248 eta: 6 days, 3:10:17 batch_cost: 2.3337 data_cost: 0.0009 ips: 11.9983 images/s [11/13 19:58:44] ppdet.engine INFO: Epoch: [24] [2780/3251] learning_rate: 0.171032 loss_vfl: 0.827155 loss_bbox: 0.263973 loss_dfl: 0.183328 loss: 1.327221 eta: 6 days, 3:09:32 batch_cost: 2.1565 data_cost: 0.0011 ips: 12.9841 images/s [11/13 19:59:32] ppdet.engine INFO: Epoch: [24] [2800/3251] learning_rate: 0.171018 loss_vfl: 0.830265 loss_bbox: 0.281775 loss_dfl: 0.185099 loss: 1.306187 eta: 6 days, 3:08:56 batch_cost: 2.2759 data_cost: 0.0010 ips: 12.3028 images/s [11/13 20:00:19] ppdet.engine INFO: Epoch: [24] [2820/3251] learning_rate: 0.171005 loss_vfl: 0.814233 loss_bbox: 0.292882 loss_dfl: 0.186310 loss: 1.312212 eta: 6 days, 3:08:16 batch_cost: 2.2272 data_cost: 0.0011 ips: 12.5718 images/s [11/13 20:01:06] ppdet.engine INFO: Epoch: [24] [2840/3251] learning_rate: 0.170991 loss_vfl: 0.836204 loss_bbox: 0.280135 loss_dfl: 0.190794 loss: 1.312646 eta: 6 days, 3:07:36 batch_cost: 2.2243 data_cost: 0.0010 ips: 12.5884 images/s [11/13 20:01:51] ppdet.engine INFO: Epoch: [24] [2860/3251] learning_rate: 0.170977 loss_vfl: 0.832853 loss_bbox: 0.256404 loss_dfl: 0.183515 loss: 1.295007 eta: 6 days, 3:06:52 batch_cost: 2.1656 data_cost: 0.0010 ips: 12.9295 images/s [11/13 20:02:38] ppdet.engine INFO: Epoch: [24] [2880/3251] learning_rate: 0.170964 loss_vfl: 0.840891 loss_bbox: 0.272405 loss_dfl: 0.186821 loss: 1.333279 eta: 6 days, 3:06:13 batch_cost: 2.2333 data_cost: 0.0010 ips: 12.5373 images/s [11/13 20:03:24] ppdet.engine INFO: Epoch: [24] [2900/3251] learning_rate: 0.170950 loss_vfl: 0.827444 loss_bbox: 0.302499 loss_dfl: 0.197466 loss: 1.353801 eta: 6 days, 3:05:30 batch_cost: 2.1766 data_cost: 0.0011 ips: 12.8638 images/s [11/13 20:04:09] ppdet.engine INFO: Epoch: [24] [2920/3251] learning_rate: 0.170936 loss_vfl: 0.848225 loss_bbox: 0.245750 loss_dfl: 0.168460 loss: 1.280588 eta: 6 days, 3:04:45 batch_cost: 2.1504 data_cost: 0.0011 ips: 13.0211 images/s [11/13 20:04:56] ppdet.engine INFO: Epoch: [24] [2940/3251] learning_rate: 0.170923 loss_vfl: 0.815483 loss_bbox: 0.306384 loss_dfl: 0.202406 loss: 1.317631 eta: 6 days, 3:04:03 batch_cost: 2.1824 data_cost: 0.0009 ips: 12.8297 images/s [11/13 20:05:42] ppdet.engine INFO: Epoch: [24] [2960/3251] learning_rate: 0.170909 loss_vfl: 0.840322 loss_bbox: 0.280401 loss_dfl: 0.188471 loss: 1.298280 eta: 6 days, 3:03:20 batch_cost: 2.1778 data_cost: 0.0009 ips: 12.8571 images/s [11/13 20:06:28] ppdet.engine INFO: Epoch: [24] [2980/3251] learning_rate: 0.170896 loss_vfl: 0.834342 loss_bbox: 0.309909 loss_dfl: 0.191440 loss: 1.362986 eta: 6 days, 3:02:30 batch_cost: 2.0611 data_cost: 0.0011 ips: 13.5851 images/s [11/13 20:07:14] ppdet.engine INFO: Epoch: [24] [3000/3251] learning_rate: 0.170882 loss_vfl: 0.827963 loss_bbox: 0.293774 loss_dfl: 0.194746 loss: 1.312494 eta: 6 days, 3:01:48 batch_cost: 2.1974 data_cost: 0.0010 ips: 12.7423 images/s [11/13 20:08:01] ppdet.engine INFO: Epoch: [24] [3020/3251] learning_rate: 0.170868 loss_vfl: 0.829050 loss_bbox: 0.272648 loss_dfl: 0.184694 loss: 1.310867 eta: 6 days, 3:01:12 batch_cost: 2.2793 data_cost: 0.0009 ips: 12.2846 images/s [11/13 20:08:47] ppdet.engine INFO: Epoch: [24] [3040/3251] learning_rate: 0.170855 loss_vfl: 0.849025 loss_bbox: 0.292316 loss_dfl: 0.190704 loss: 1.348096 eta: 6 days, 3:00:28 batch_cost: 2.1697 data_cost: 0.0010 ips: 12.9047 images/s [11/13 20:09:31] ppdet.engine INFO: Epoch: [24] [3060/3251] learning_rate: 0.170841 loss_vfl: 0.835231 loss_bbox: 0.307391 loss_dfl: 0.196132 loss: 1.356918 eta: 6 days, 2:59:38 batch_cost: 2.0478 data_cost: 0.0013 ips: 13.6734 images/s [11/13 20:10:18] ppdet.engine INFO: Epoch: [24] [3080/3251] learning_rate: 0.170827 loss_vfl: 0.844783 loss_bbox: 0.322355 loss_dfl: 0.209690 loss: 1.394557 eta: 6 days, 2:58:56 batch_cost: 2.1947 data_cost: 0.0010 ips: 12.7580 images/s [11/13 20:11:05] ppdet.engine INFO: Epoch: [24] [3100/3251] learning_rate: 0.170814 loss_vfl: 0.846029 loss_bbox: 0.329213 loss_dfl: 0.207791 loss: 1.380911 eta: 6 days, 2:58:16 batch_cost: 2.2229 data_cost: 0.0009 ips: 12.5962 images/s [11/13 20:11:50] ppdet.engine INFO: Epoch: [24] [3120/3251] learning_rate: 0.170800 loss_vfl: 0.814187 loss_bbox: 0.332198 loss_dfl: 0.215811 loss: 1.361003 eta: 6 days, 2:57:27 batch_cost: 2.0699 data_cost: 0.0017 ips: 13.5269 images/s [11/13 20:12:37] ppdet.engine INFO: Epoch: [24] [3140/3251] learning_rate: 0.170786 loss_vfl: 0.821652 loss_bbox: 0.299427 loss_dfl: 0.195990 loss: 1.319510 eta: 6 days, 2:56:45 batch_cost: 2.2038 data_cost: 0.0010 ips: 12.7052 images/s [11/13 20:13:22] ppdet.engine INFO: Epoch: [24] [3160/3251] learning_rate: 0.170773 loss_vfl: 0.841351 loss_bbox: 0.322767 loss_dfl: 0.189595 loss: 1.369727 eta: 6 days, 2:56:00 batch_cost: 2.1321 data_cost: 0.0011 ips: 13.1325 images/s [11/13 20:14:09] ppdet.engine INFO: Epoch: [24] [3180/3251] learning_rate: 0.170759 loss_vfl: 0.836095 loss_bbox: 0.305202 loss_dfl: 0.194530 loss: 1.323053 eta: 6 days, 2:55:19 batch_cost: 2.2076 data_cost: 0.0010 ips: 12.6834 images/s [11/13 20:14:55] ppdet.engine INFO: Epoch: [24] [3200/3251] learning_rate: 0.170746 loss_vfl: 0.842702 loss_bbox: 0.281923 loss_dfl: 0.182485 loss: 1.304571 eta: 6 days, 2:54:29 batch_cost: 2.0594 data_cost: 0.0010 ips: 13.5960 images/s [11/13 20:15:41] ppdet.engine INFO: Epoch: [24] [3220/3251] learning_rate: 0.170732 loss_vfl: 0.859718 loss_bbox: 0.279079 loss_dfl: 0.180774 loss: 1.311740 eta: 6 days, 2:53:45 batch_cost: 2.1668 data_cost: 0.0010 ips: 12.9222 images/s [11/13 20:16:24] ppdet.engine INFO: Epoch: [24] [3240/3251] learning_rate: 0.170718 loss_vfl: 0.834099 loss_bbox: 0.287485 loss_dfl: 0.190077 loss: 1.320722 eta: 6 days, 2:52:56 batch_cost: 2.0649 data_cost: 0.0014 ips: 13.5602 images/s [11/13 20:17:04] ppdet.engine INFO: Epoch: [25] [ 0/3251] learning_rate: 0.170711 loss_vfl: 0.844057 loss_bbox: 0.307572 loss_dfl: 0.194487 loss: 1.355085 eta: 6 days, 2:52:53 batch_cost: 2.4519 data_cost: 0.9096 ips: 11.4199 images/s [11/13 20:17:54] ppdet.engine INFO: Epoch: [25] [ 20/3251] learning_rate: 0.170697 loss_vfl: 0.830339 loss_bbox: 0.254597 loss_dfl: 0.170973 loss: 1.259830 eta: 6 days, 2:52:23 batch_cost: 2.3944 data_cost: 0.0009 ips: 11.6940 images/s [11/13 20:18:42] ppdet.engine INFO: Epoch: [25] [ 40/3251] learning_rate: 0.170683 loss_vfl: 0.830035 loss_bbox: 0.278133 loss_dfl: 0.186766 loss: 1.293331 eta: 6 days, 2:51:46 batch_cost: 2.2782 data_cost: 0.0009 ips: 12.2902 images/s [11/13 20:19:28] ppdet.engine INFO: Epoch: [25] [ 60/3251] learning_rate: 0.170670 loss_vfl: 0.827017 loss_bbox: 0.293533 loss_dfl: 0.185854 loss: 1.305450 eta: 6 days, 2:51:05 batch_cost: 2.1979 data_cost: 0.0013 ips: 12.7392 images/s [11/13 20:20:14] ppdet.engine INFO: Epoch: [25] [ 80/3251] learning_rate: 0.170656 loss_vfl: 0.829401 loss_bbox: 0.325624 loss_dfl: 0.199716 loss: 1.348568 eta: 6 days, 2:50:20 batch_cost: 2.1465 data_cost: 0.0011 ips: 13.0442 images/s [11/13 20:21:01] ppdet.engine INFO: Epoch: [25] [ 100/3251] learning_rate: 0.170642 loss_vfl: 0.830738 loss_bbox: 0.282906 loss_dfl: 0.190997 loss: 1.324946 eta: 6 days, 2:49:42 batch_cost: 2.2618 data_cost: 0.0009 ips: 12.3797 images/s [11/13 20:21:48] ppdet.engine INFO: Epoch: [25] [ 120/3251] learning_rate: 0.170629 loss_vfl: 0.840493 loss_bbox: 0.264371 loss_dfl: 0.178128 loss: 1.286165 eta: 6 days, 2:48:59 batch_cost: 2.1740 data_cost: 0.0012 ips: 12.8792 images/s [11/13 20:22:37] ppdet.engine INFO: Epoch: [25] [ 140/3251] learning_rate: 0.170615 loss_vfl: 0.842385 loss_bbox: 0.322039 loss_dfl: 0.203856 loss: 1.353346 eta: 6 days, 2:48:26 batch_cost: 2.3432 data_cost: 0.0010 ips: 11.9495 images/s [11/13 20:23:21] ppdet.engine INFO: Epoch: [25] [ 160/3251] learning_rate: 0.170601 loss_vfl: 0.830153 loss_bbox: 0.279647 loss_dfl: 0.181216 loss: 1.324508 eta: 6 days, 2:47:35 batch_cost: 2.0390 data_cost: 0.0020 ips: 13.7322 images/s [11/13 20:24:07] ppdet.engine INFO: Epoch: [25] [ 180/3251] learning_rate: 0.170588 loss_vfl: 0.831614 loss_bbox: 0.276709 loss_dfl: 0.188664 loss: 1.320246 eta: 6 days, 2:46:53 batch_cost: 2.1943 data_cost: 0.0011 ips: 12.7605 images/s [11/13 20:24:54] ppdet.engine INFO: Epoch: [25] [ 200/3251] learning_rate: 0.170574 loss_vfl: 0.828351 loss_bbox: 0.303277 loss_dfl: 0.202806 loss: 1.325558 eta: 6 days, 2:46:09 batch_cost: 2.1571 data_cost: 0.0009 ips: 12.9804 images/s [11/13 20:25:39] ppdet.engine INFO: Epoch: [25] [ 220/3251] learning_rate: 0.170560 loss_vfl: 0.801704 loss_bbox: 0.285229 loss_dfl: 0.187837 loss: 1.281551 eta: 6 days, 2:45:26 batch_cost: 2.1719 data_cost: 0.0009 ips: 12.8918 images/s [11/13 20:26:24] ppdet.engine INFO: Epoch: [25] [ 240/3251] learning_rate: 0.170546 loss_vfl: 0.834720 loss_bbox: 0.275808 loss_dfl: 0.188878 loss: 1.301317 eta: 6 days, 2:44:38 batch_cost: 2.0984 data_cost: 0.0010 ips: 13.3434 images/s [11/13 20:27:09] ppdet.engine INFO: Epoch: [25] [ 260/3251] learning_rate: 0.170533 loss_vfl: 0.823727 loss_bbox: 0.286984 loss_dfl: 0.187015 loss: 1.304693 eta: 6 days, 2:43:50 batch_cost: 2.0906 data_cost: 0.0009 ips: 13.3935 images/s [11/13 20:27:57] ppdet.engine INFO: Epoch: [25] [ 280/3251] learning_rate: 0.170519 loss_vfl: 0.832507 loss_bbox: 0.343212 loss_dfl: 0.207721 loss: 1.368990 eta: 6 days, 2:43:06 batch_cost: 2.1545 data_cost: 0.0012 ips: 12.9960 images/s [11/13 20:28:42] ppdet.engine INFO: Epoch: [25] [ 300/3251] learning_rate: 0.170505 loss_vfl: 0.816581 loss_bbox: 0.287454 loss_dfl: 0.187664 loss: 1.300120 eta: 6 days, 2:42:19 batch_cost: 2.1049 data_cost: 0.0010 ips: 13.3024 images/s [11/13 20:29:30] ppdet.engine INFO: Epoch: [25] [ 320/3251] learning_rate: 0.170492 loss_vfl: 0.827127 loss_bbox: 0.290212 loss_dfl: 0.192371 loss: 1.317277 eta: 6 days, 2:41:43 batch_cost: 2.2899 data_cost: 0.0012 ips: 12.2274 images/s [11/13 20:30:15] ppdet.engine INFO: Epoch: [25] [ 340/3251] learning_rate: 0.170478 loss_vfl: 0.806977 loss_bbox: 0.295786 loss_dfl: 0.197033 loss: 1.332672 eta: 6 days, 2:40:57 batch_cost: 2.1314 data_cost: 0.0010 ips: 13.1372 images/s [11/13 20:31:03] ppdet.engine INFO: Epoch: [25] [ 360/3251] learning_rate: 0.170464 loss_vfl: 0.853187 loss_bbox: 0.295654 loss_dfl: 0.187790 loss: 1.322583 eta: 6 days, 2:40:16 batch_cost: 2.2109 data_cost: 0.0011 ips: 12.6644 images/s [11/13 20:31:48] ppdet.engine INFO: Epoch: [25] [ 380/3251] learning_rate: 0.170451 loss_vfl: 0.828964 loss_bbox: 0.332596 loss_dfl: 0.211883 loss: 1.344843 eta: 6 days, 2:39:22 batch_cost: 1.9853 data_cost: 0.0019 ips: 14.1037 images/s [11/13 20:32:37] ppdet.engine INFO: Epoch: [25] [ 400/3251] learning_rate: 0.170437 loss_vfl: 0.853860 loss_bbox: 0.273195 loss_dfl: 0.169765 loss: 1.303696 eta: 6 days, 2:38:50 batch_cost: 2.3534 data_cost: 0.0010 ips: 11.8975 images/s [11/13 20:33:25] ppdet.engine INFO: Epoch: [25] [ 420/3251] learning_rate: 0.170423 loss_vfl: 0.801925 loss_bbox: 0.301067 loss_dfl: 0.181440 loss: 1.277235 eta: 6 days, 2:38:13 batch_cost: 2.2872 data_cost: 0.0011 ips: 12.2422 images/s [11/13 20:34:11] ppdet.engine INFO: Epoch: [25] [ 440/3251] learning_rate: 0.170409 loss_vfl: 0.842251 loss_bbox: 0.300757 loss_dfl: 0.202230 loss: 1.368952 eta: 6 days, 2:37:31 batch_cost: 2.1840 data_cost: 0.0010 ips: 12.8203 images/s [11/13 20:34:57] ppdet.engine INFO: Epoch: [25] [ 460/3251] learning_rate: 0.170396 loss_vfl: 0.866829 loss_bbox: 0.298499 loss_dfl: 0.185642 loss: 1.337827 eta: 6 days, 2:36:39 batch_cost: 2.0264 data_cost: 0.0010 ips: 13.8173 images/s [11/13 20:35:41] ppdet.engine INFO: Epoch: [25] [ 480/3251] learning_rate: 0.170382 loss_vfl: 0.825599 loss_bbox: 0.283293 loss_dfl: 0.184201 loss: 1.300337 eta: 6 days, 2:35:50 batch_cost: 2.0659 data_cost: 0.0010 ips: 13.5533 images/s [11/13 20:36:29] ppdet.engine INFO: Epoch: [25] [ 500/3251] learning_rate: 0.170368 loss_vfl: 0.829553 loss_bbox: 0.303567 loss_dfl: 0.196774 loss: 1.329851 eta: 6 days, 2:35:14 batch_cost: 2.2955 data_cost: 0.0010 ips: 12.1980 images/s [11/13 20:37:13] ppdet.engine INFO: Epoch: [25] [ 520/3251] learning_rate: 0.170354 loss_vfl: 0.820407 loss_bbox: 0.299563 loss_dfl: 0.192076 loss: 1.297611 eta: 6 days, 2:34:24 batch_cost: 2.0606 data_cost: 0.0011 ips: 13.5883 images/s [11/13 20:37:59] ppdet.engine INFO: Epoch: [25] [ 540/3251] learning_rate: 0.170341 loss_vfl: 0.819839 loss_bbox: 0.290058 loss_dfl: 0.196253 loss: 1.313399 eta: 6 days, 2:33:42 batch_cost: 2.1992 data_cost: 0.0010 ips: 12.7320 images/s [11/13 20:38:44] ppdet.engine INFO: Epoch: [25] [ 560/3251] learning_rate: 0.170327 loss_vfl: 0.831630 loss_bbox: 0.288844 loss_dfl: 0.198209 loss: 1.320233 eta: 6 days, 2:32:57 batch_cost: 2.1372 data_cost: 0.0011 ips: 13.1010 images/s [11/13 20:39:32] ppdet.engine INFO: Epoch: [25] [ 580/3251] learning_rate: 0.170313 loss_vfl: 0.847666 loss_bbox: 0.295226 loss_dfl: 0.195676 loss: 1.336361 eta: 6 days, 2:32:19 batch_cost: 2.2625 data_cost: 0.0010 ips: 12.3755 images/s [11/13 20:40:17] ppdet.engine INFO: Epoch: [25] [ 600/3251] learning_rate: 0.170300 loss_vfl: 0.833439 loss_bbox: 0.323931 loss_dfl: 0.196224 loss: 1.350257 eta: 6 days, 2:31:33 batch_cost: 2.1134 data_cost: 0.0017 ips: 13.2487 images/s [11/13 20:41:06] ppdet.engine INFO: Epoch: [25] [ 620/3251] learning_rate: 0.170286 loss_vfl: 0.808844 loss_bbox: 0.284352 loss_dfl: 0.200823 loss: 1.335769 eta: 6 days, 2:30:47 batch_cost: 2.1382 data_cost: 0.0011 ips: 13.0949 images/s [11/13 20:41:52] ppdet.engine INFO: Epoch: [25] [ 640/3251] learning_rate: 0.170272 loss_vfl: 0.811982 loss_bbox: 0.289954 loss_dfl: 0.190524 loss: 1.295838 eta: 6 days, 2:30:03 batch_cost: 2.1425 data_cost: 0.0011 ips: 13.0688 images/s [11/13 20:42:38] ppdet.engine INFO: Epoch: [25] [ 660/3251] learning_rate: 0.170258 loss_vfl: 0.867637 loss_bbox: 0.303773 loss_dfl: 0.192245 loss: 1.344096 eta: 6 days, 2:29:17 batch_cost: 2.1351 data_cost: 0.0012 ips: 13.1144 images/s [11/13 20:43:23] ppdet.engine INFO: Epoch: [25] [ 680/3251] learning_rate: 0.170245 loss_vfl: 0.844674 loss_bbox: 0.259077 loss_dfl: 0.176524 loss: 1.285787 eta: 6 days, 2:28:30 batch_cost: 2.0983 data_cost: 0.0010 ips: 13.3440 images/s [11/13 20:44:10] ppdet.engine INFO: Epoch: [25] [ 700/3251] learning_rate: 0.170231 loss_vfl: 0.821667 loss_bbox: 0.267825 loss_dfl: 0.183826 loss: 1.282897 eta: 6 days, 2:27:48 batch_cost: 2.2026 data_cost: 0.0011 ips: 12.7124 images/s [11/13 20:44:58] ppdet.engine INFO: Epoch: [25] [ 720/3251] learning_rate: 0.170217 loss_vfl: 0.869192 loss_bbox: 0.268810 loss_dfl: 0.176705 loss: 1.321961 eta: 6 days, 2:27:08 batch_cost: 2.2141 data_cost: 0.0010 ips: 12.6464 images/s [11/13 20:45:43] ppdet.engine INFO: Epoch: [25] [ 740/3251] learning_rate: 0.170203 loss_vfl: 0.823151 loss_bbox: 0.302351 loss_dfl: 0.201538 loss: 1.308174 eta: 6 days, 2:26:24 batch_cost: 2.1614 data_cost: 0.0014 ips: 12.9549 images/s [11/13 20:46:31] ppdet.engine INFO: Epoch: [25] [ 760/3251] learning_rate: 0.170189 loss_vfl: 0.813483 loss_bbox: 0.284520 loss_dfl: 0.191166 loss: 1.286209 eta: 6 days, 2:25:45 batch_cost: 2.2529 data_cost: 0.0011 ips: 12.4282 images/s [11/13 20:47:17] ppdet.engine INFO: Epoch: [25] [ 780/3251] learning_rate: 0.170176 loss_vfl: 0.847919 loss_bbox: 0.260797 loss_dfl: 0.168924 loss: 1.249374 eta: 6 days, 2:25:04 batch_cost: 2.1971 data_cost: 0.0010 ips: 12.7442 images/s [11/13 20:48:02] ppdet.engine INFO: Epoch: [25] [ 800/3251] learning_rate: 0.170162 loss_vfl: 0.831582 loss_bbox: 0.319475 loss_dfl: 0.197792 loss: 1.360532 eta: 6 days, 2:24:17 batch_cost: 2.1104 data_cost: 0.0012 ips: 13.2674 images/s [11/13 20:48:50] ppdet.engine INFO: Epoch: [25] [ 820/3251] learning_rate: 0.170148 loss_vfl: 0.836720 loss_bbox: 0.303963 loss_dfl: 0.187847 loss: 1.335337 eta: 6 days, 2:23:40 batch_cost: 2.2790 data_cost: 0.0010 ips: 12.2859 images/s [11/13 20:49:36] ppdet.engine INFO: Epoch: [25] [ 840/3251] learning_rate: 0.170134 loss_vfl: 0.838356 loss_bbox: 0.260671 loss_dfl: 0.173887 loss: 1.267632 eta: 6 days, 2:22:54 batch_cost: 2.1231 data_cost: 0.0010 ips: 13.1885 images/s [11/13 20:50:23] ppdet.engine INFO: Epoch: [25] [ 860/3251] learning_rate: 0.170121 loss_vfl: 0.793992 loss_bbox: 0.291129 loss_dfl: 0.191154 loss: 1.281672 eta: 6 days, 2:22:11 batch_cost: 2.1701 data_cost: 0.0009 ips: 12.9029 images/s [11/13 20:51:09] ppdet.engine INFO: Epoch: [25] [ 880/3251] learning_rate: 0.170107 loss_vfl: 0.831241 loss_bbox: 0.295531 loss_dfl: 0.194508 loss: 1.332788 eta: 6 days, 2:21:25 batch_cost: 2.1323 data_cost: 0.0014 ips: 13.1316 images/s [11/13 20:51:54] ppdet.engine INFO: Epoch: [25] [ 900/3251] learning_rate: 0.170093 loss_vfl: 0.833704 loss_bbox: 0.300735 loss_dfl: 0.192279 loss: 1.345185 eta: 6 days, 2:20:37 batch_cost: 2.0943 data_cost: 0.0015 ips: 13.3699 images/s [11/13 20:52:41] ppdet.engine INFO: Epoch: [25] [ 920/3251] learning_rate: 0.170079 loss_vfl: 0.824082 loss_bbox: 0.276419 loss_dfl: 0.172742 loss: 1.282165 eta: 6 days, 2:19:57 batch_cost: 2.2171 data_cost: 0.0014 ips: 12.6293 images/s [11/13 20:53:26] ppdet.engine INFO: Epoch: [25] [ 940/3251] learning_rate: 0.170065 loss_vfl: 0.852752 loss_bbox: 0.304127 loss_dfl: 0.199793 loss: 1.339204 eta: 6 days, 2:19:13 batch_cost: 2.1630 data_cost: 0.0010 ips: 12.9452 images/s [11/13 20:54:11] ppdet.engine INFO: Epoch: [25] [ 960/3251] learning_rate: 0.170052 loss_vfl: 0.825504 loss_bbox: 0.273681 loss_dfl: 0.180368 loss: 1.292191 eta: 6 days, 2:18:26 batch_cost: 2.0995 data_cost: 0.0010 ips: 13.3362 images/s [11/13 20:54:58] ppdet.engine INFO: Epoch: [25] [ 980/3251] learning_rate: 0.170038 loss_vfl: 0.832025 loss_bbox: 0.309960 loss_dfl: 0.206961 loss: 1.328598 eta: 6 days, 2:17:48 batch_cost: 2.2626 data_cost: 0.0009 ips: 12.3754 images/s [11/13 20:55:45] ppdet.engine INFO: Epoch: [25] [1000/3251] learning_rate: 0.170024 loss_vfl: 0.836318 loss_bbox: 0.302646 loss_dfl: 0.184811 loss: 1.292008 eta: 6 days, 2:17:08 batch_cost: 2.2271 data_cost: 0.0009 ips: 12.5724 images/s [11/13 20:56:30] ppdet.engine INFO: Epoch: [25] [1020/3251] learning_rate: 0.170010 loss_vfl: 0.836067 loss_bbox: 0.280320 loss_dfl: 0.195433 loss: 1.322627 eta: 6 days, 2:16:21 batch_cost: 2.1146 data_cost: 0.0010 ips: 13.2414 images/s [11/13 20:57:16] ppdet.engine INFO: Epoch: [25] [1040/3251] learning_rate: 0.169996 loss_vfl: 0.867168 loss_bbox: 0.290298 loss_dfl: 0.182216 loss: 1.330613 eta: 6 days, 2:15:40 batch_cost: 2.2048 data_cost: 0.0011 ips: 12.6997 images/s [11/13 20:58:03] ppdet.engine INFO: Epoch: [25] [1060/3251] learning_rate: 0.169983 loss_vfl: 0.848934 loss_bbox: 0.271266 loss_dfl: 0.183230 loss: 1.346010 eta: 6 days, 2:15:01 batch_cost: 2.2394 data_cost: 0.0010 ips: 12.5034 images/s [11/13 20:58:48] ppdet.engine INFO: Epoch: [25] [1080/3251] learning_rate: 0.169969 loss_vfl: 0.826448 loss_bbox: 0.272289 loss_dfl: 0.176484 loss: 1.280908 eta: 6 days, 2:14:15 batch_cost: 2.1242 data_cost: 0.0009 ips: 13.1814 images/s [11/13 20:59:36] ppdet.engine INFO: Epoch: [25] [1100/3251] learning_rate: 0.169955 loss_vfl: 0.817587 loss_bbox: 0.274535 loss_dfl: 0.175736 loss: 1.314864 eta: 6 days, 2:13:39 batch_cost: 2.3036 data_cost: 0.0011 ips: 12.1549 images/s [11/13 21:00:23] ppdet.engine INFO: Epoch: [25] [1120/3251] learning_rate: 0.169941 loss_vfl: 0.834049 loss_bbox: 0.297322 loss_dfl: 0.188939 loss: 1.297160 eta: 6 days, 2:12:58 batch_cost: 2.1984 data_cost: 0.0010 ips: 12.7364 images/s [11/13 21:01:08] ppdet.engine INFO: Epoch: [25] [1140/3251] learning_rate: 0.169927 loss_vfl: 0.849933 loss_bbox: 0.289594 loss_dfl: 0.189569 loss: 1.307088 eta: 6 days, 2:12:08 batch_cost: 2.0598 data_cost: 0.0010 ips: 13.5932 images/s [11/13 21:01:54] ppdet.engine INFO: Epoch: [25] [1160/3251] learning_rate: 0.169914 loss_vfl: 0.843938 loss_bbox: 0.301128 loss_dfl: 0.195838 loss: 1.346061 eta: 6 days, 2:11:27 batch_cost: 2.2054 data_cost: 0.0009 ips: 12.6961 images/s [11/13 21:02:41] ppdet.engine INFO: Epoch: [25] [1180/3251] learning_rate: 0.169900 loss_vfl: 0.839557 loss_bbox: 0.285852 loss_dfl: 0.190518 loss: 1.321434 eta: 6 days, 2:10:47 batch_cost: 2.2286 data_cost: 0.0013 ips: 12.5637 images/s [11/13 21:03:28] ppdet.engine INFO: Epoch: [25] [1200/3251] learning_rate: 0.169886 loss_vfl: 0.834156 loss_bbox: 0.325724 loss_dfl: 0.208647 loss: 1.353528 eta: 6 days, 2:10:06 batch_cost: 2.2031 data_cost: 0.0011 ips: 12.7095 images/s [11/13 21:04:13] ppdet.engine INFO: Epoch: [25] [1220/3251] learning_rate: 0.169872 loss_vfl: 0.837119 loss_bbox: 0.317058 loss_dfl: 0.198992 loss: 1.353910 eta: 6 days, 2:09:17 batch_cost: 2.0774 data_cost: 0.0012 ips: 13.4784 images/s [11/13 21:04:59] ppdet.engine INFO: Epoch: [25] [1240/3251] learning_rate: 0.169858 loss_vfl: 0.831387 loss_bbox: 0.282122 loss_dfl: 0.183521 loss: 1.313686 eta: 6 days, 2:08:28 batch_cost: 2.0714 data_cost: 0.0010 ips: 13.5173 images/s [11/13 21:05:46] ppdet.engine INFO: Epoch: [25] [1260/3251] learning_rate: 0.169844 loss_vfl: 0.843069 loss_bbox: 0.285763 loss_dfl: 0.189775 loss: 1.316104 eta: 6 days, 2:07:48 batch_cost: 2.2272 data_cost: 0.0018 ips: 12.5721 images/s [11/13 21:06:31] ppdet.engine INFO: Epoch: [25] [1280/3251] learning_rate: 0.169831 loss_vfl: 0.826165 loss_bbox: 0.290500 loss_dfl: 0.200443 loss: 1.319788 eta: 6 days, 2:06:59 batch_cost: 2.0697 data_cost: 0.0010 ips: 13.5288 images/s [11/13 21:07:17] ppdet.engine INFO: Epoch: [25] [1300/3251] learning_rate: 0.169817 loss_vfl: 0.848233 loss_bbox: 0.299064 loss_dfl: 0.176271 loss: 1.313073 eta: 6 days, 2:06:19 batch_cost: 2.2290 data_cost: 0.0009 ips: 12.5616 images/s [11/13 21:08:01] ppdet.engine INFO: Epoch: [25] [1320/3251] learning_rate: 0.169803 loss_vfl: 0.840074 loss_bbox: 0.276467 loss_dfl: 0.188406 loss: 1.288584 eta: 6 days, 2:05:28 batch_cost: 2.0523 data_cost: 0.0010 ips: 13.6434 images/s [11/13 21:08:48] ppdet.engine INFO: Epoch: [25] [1340/3251] learning_rate: 0.169789 loss_vfl: 0.823675 loss_bbox: 0.339825 loss_dfl: 0.206967 loss: 1.397850 eta: 6 days, 2:04:47 batch_cost: 2.2079 data_cost: 0.0010 ips: 12.6818 images/s [11/13 21:09:34] ppdet.engine INFO: Epoch: [25] [1360/3251] learning_rate: 0.169775 loss_vfl: 0.846045 loss_bbox: 0.235032 loss_dfl: 0.159306 loss: 1.241170 eta: 6 days, 2:04:00 batch_cost: 2.1021 data_cost: 0.0010 ips: 13.3203 images/s [11/13 21:10:24] ppdet.engine INFO: Epoch: [25] [1380/3251] learning_rate: 0.169761 loss_vfl: 0.848582 loss_bbox: 0.281791 loss_dfl: 0.183968 loss: 1.333220 eta: 6 days, 2:03:27 batch_cost: 2.3427 data_cost: 0.0016 ips: 11.9521 images/s [11/13 21:11:11] ppdet.engine INFO: Epoch: [25] [1400/3251] learning_rate: 0.169748 loss_vfl: 0.842606 loss_bbox: 0.307625 loss_dfl: 0.197939 loss: 1.350859 eta: 6 days, 2:02:43 batch_cost: 2.1669 data_cost: 0.0009 ips: 12.9219 images/s [11/13 21:11:57] ppdet.engine INFO: Epoch: [25] [1420/3251] learning_rate: 0.169734 loss_vfl: 0.827266 loss_bbox: 0.304890 loss_dfl: 0.195471 loss: 1.311029 eta: 6 days, 2:02:01 batch_cost: 2.1913 data_cost: 0.0009 ips: 12.7780 images/s [11/13 21:12:44] ppdet.engine INFO: Epoch: [25] [1440/3251] learning_rate: 0.169720 loss_vfl: 0.827003 loss_bbox: 0.253086 loss_dfl: 0.174342 loss: 1.293862 eta: 6 days, 2:01:21 batch_cost: 2.2270 data_cost: 0.0009 ips: 12.5732 images/s [11/13 21:13:31] ppdet.engine INFO: Epoch: [25] [1460/3251] learning_rate: 0.169706 loss_vfl: 0.835113 loss_bbox: 0.310010 loss_dfl: 0.192030 loss: 1.331265 eta: 6 days, 2:00:44 batch_cost: 2.2614 data_cost: 0.0009 ips: 12.3816 images/s [11/13 21:14:18] ppdet.engine INFO: Epoch: [25] [1480/3251] learning_rate: 0.169692 loss_vfl: 0.836231 loss_bbox: 0.268112 loss_dfl: 0.182290 loss: 1.294313 eta: 6 days, 1:59:51 batch_cost: 2.0178 data_cost: 0.0012 ips: 13.8766 images/s [11/13 21:15:04] ppdet.engine INFO: Epoch: [25] [1500/3251] learning_rate: 0.169678 loss_vfl: 0.843968 loss_bbox: 0.276653 loss_dfl: 0.182038 loss: 1.306274 eta: 6 days, 1:59:09 batch_cost: 2.1789 data_cost: 0.0010 ips: 12.8507 images/s [11/13 21:15:52] ppdet.engine INFO: Epoch: [25] [1520/3251] learning_rate: 0.169664 loss_vfl: 0.807186 loss_bbox: 0.288104 loss_dfl: 0.175858 loss: 1.298514 eta: 6 days, 1:58:28 batch_cost: 2.2168 data_cost: 0.0014 ips: 12.6307 images/s [11/13 21:16:36] ppdet.engine INFO: Epoch: [25] [1540/3251] learning_rate: 0.169651 loss_vfl: 0.841830 loss_bbox: 0.255947 loss_dfl: 0.168076 loss: 1.295299 eta: 6 days, 1:57:41 batch_cost: 2.1082 data_cost: 0.0009 ips: 13.2813 images/s [11/13 21:17:25] ppdet.engine INFO: Epoch: [25] [1560/3251] learning_rate: 0.169637 loss_vfl: 0.835303 loss_bbox: 0.302036 loss_dfl: 0.201593 loss: 1.327525 eta: 6 days, 1:57:07 batch_cost: 2.3352 data_cost: 0.0011 ips: 11.9905 images/s [11/13 21:18:13] ppdet.engine INFO: Epoch: [25] [1580/3251] learning_rate: 0.169623 loss_vfl: 0.854726 loss_bbox: 0.256868 loss_dfl: 0.182841 loss: 1.318600 eta: 6 days, 1:56:26 batch_cost: 2.1964 data_cost: 0.0010 ips: 12.7481 images/s [11/13 21:19:00] ppdet.engine INFO: Epoch: [25] [1600/3251] learning_rate: 0.169609 loss_vfl: 0.848964 loss_bbox: 0.320639 loss_dfl: 0.207753 loss: 1.391801 eta: 6 days, 1:55:41 batch_cost: 2.1406 data_cost: 0.0014 ips: 13.0803 images/s [11/13 21:19:46] ppdet.engine INFO: Epoch: [25] [1620/3251] learning_rate: 0.169595 loss_vfl: 0.847463 loss_bbox: 0.269520 loss_dfl: 0.176249 loss: 1.291032 eta: 6 days, 1:54:59 batch_cost: 2.1912 data_cost: 0.0010 ips: 12.7781 images/s [11/13 21:20:32] ppdet.engine INFO: Epoch: [25] [1640/3251] learning_rate: 0.169581 loss_vfl: 0.829892 loss_bbox: 0.266893 loss_dfl: 0.170179 loss: 1.285802 eta: 6 days, 1:54:18 batch_cost: 2.2121 data_cost: 0.0012 ips: 12.6576 images/s [11/13 21:21:16] ppdet.engine INFO: Epoch: [25] [1660/3251] learning_rate: 0.169567 loss_vfl: 0.849962 loss_bbox: 0.289907 loss_dfl: 0.189454 loss: 1.353459 eta: 6 days, 1:53:31 batch_cost: 2.1127 data_cost: 0.0010 ips: 13.2530 images/s [11/13 21:22:03] ppdet.engine INFO: Epoch: [25] [1680/3251] learning_rate: 0.169553 loss_vfl: 0.805632 loss_bbox: 0.288907 loss_dfl: 0.182057 loss: 1.301543 eta: 6 days, 1:52:50 batch_cost: 2.2108 data_cost: 0.0009 ips: 12.6650 images/s [11/13 21:22:49] ppdet.engine INFO: Epoch: [25] [1700/3251] learning_rate: 0.169540 loss_vfl: 0.838535 loss_bbox: 0.279274 loss_dfl: 0.177730 loss: 1.285642 eta: 6 days, 1:52:09 batch_cost: 2.2017 data_cost: 0.0010 ips: 12.7172 images/s [11/13 21:23:34] ppdet.engine INFO: Epoch: [25] [1720/3251] learning_rate: 0.169526 loss_vfl: 0.843842 loss_bbox: 0.326047 loss_dfl: 0.205774 loss: 1.383619 eta: 6 days, 1:51:26 batch_cost: 2.1829 data_cost: 0.0010 ips: 12.8269 images/s [11/13 21:24:22] ppdet.engine INFO: Epoch: [25] [1740/3251] learning_rate: 0.169512 loss_vfl: 0.826584 loss_bbox: 0.268920 loss_dfl: 0.175843 loss: 1.291943 eta: 6 days, 1:50:46 batch_cost: 2.2268 data_cost: 0.0009 ips: 12.5739 images/s [11/13 21:25:09] ppdet.engine INFO: Epoch: [25] [1760/3251] learning_rate: 0.169498 loss_vfl: 0.826364 loss_bbox: 0.302373 loss_dfl: 0.195030 loss: 1.334340 eta: 6 days, 1:50:03 batch_cost: 2.1734 data_cost: 0.0010 ips: 12.8832 images/s [11/13 21:25:54] ppdet.engine INFO: Epoch: [25] [1780/3251] learning_rate: 0.169484 loss_vfl: 0.829900 loss_bbox: 0.266144 loss_dfl: 0.184120 loss: 1.290554 eta: 6 days, 1:49:14 batch_cost: 2.0771 data_cost: 0.0016 ips: 13.4800 images/s [11/13 21:26:42] ppdet.engine INFO: Epoch: [25] [1800/3251] learning_rate: 0.169470 loss_vfl: 0.848614 loss_bbox: 0.261856 loss_dfl: 0.181759 loss: 1.294141 eta: 6 days, 1:48:37 batch_cost: 2.2717 data_cost: 0.0009 ips: 12.3255 images/s [11/13 21:27:28] ppdet.engine INFO: Epoch: [25] [1820/3251] learning_rate: 0.169456 loss_vfl: 0.832679 loss_bbox: 0.269471 loss_dfl: 0.188806 loss: 1.315197 eta: 6 days, 1:47:52 batch_cost: 2.1446 data_cost: 0.0009 ips: 13.0563 images/s [11/13 21:28:14] ppdet.engine INFO: Epoch: [25] [1840/3251] learning_rate: 0.169442 loss_vfl: 0.818698 loss_bbox: 0.278496 loss_dfl: 0.189840 loss: 1.333287 eta: 6 days, 1:47:08 batch_cost: 2.1575 data_cost: 0.0025 ips: 12.9778 images/s [11/13 21:29:00] ppdet.engine INFO: Epoch: [25] [1860/3251] learning_rate: 0.169428 loss_vfl: 0.834681 loss_bbox: 0.319379 loss_dfl: 0.200965 loss: 1.357711 eta: 6 days, 1:46:28 batch_cost: 2.2329 data_cost: 0.0010 ips: 12.5399 images/s [11/13 21:29:45] ppdet.engine INFO: Epoch: [25] [1880/3251] learning_rate: 0.169414 loss_vfl: 0.840143 loss_bbox: 0.304436 loss_dfl: 0.204202 loss: 1.371602 eta: 6 days, 1:45:42 batch_cost: 2.1216 data_cost: 0.0009 ips: 13.1973 images/s [11/13 21:30:31] ppdet.engine INFO: Epoch: [25] [1900/3251] learning_rate: 0.169401 loss_vfl: 0.837560 loss_bbox: 0.278997 loss_dfl: 0.191333 loss: 1.295668 eta: 6 days, 1:44:57 batch_cost: 2.1448 data_cost: 0.0009 ips: 13.0548 images/s [11/13 21:31:21] ppdet.engine INFO: Epoch: [25] [1920/3251] learning_rate: 0.169387 loss_vfl: 0.846425 loss_bbox: 0.297351 loss_dfl: 0.192636 loss: 1.328573 eta: 6 days, 1:44:19 batch_cost: 2.2501 data_cost: 0.0010 ips: 12.4441 images/s [11/13 21:32:08] ppdet.engine INFO: Epoch: [25] [1940/3251] learning_rate: 0.169373 loss_vfl: 0.844172 loss_bbox: 0.266976 loss_dfl: 0.183894 loss: 1.300567 eta: 6 days, 1:43:39 batch_cost: 2.2339 data_cost: 0.0010 ips: 12.5341 images/s [11/13 21:32:55] ppdet.engine INFO: Epoch: [25] [1960/3251] learning_rate: 0.169359 loss_vfl: 0.808008 loss_bbox: 0.297189 loss_dfl: 0.189638 loss: 1.293159 eta: 6 days, 1:42:56 batch_cost: 2.1683 data_cost: 0.0010 ips: 12.9131 images/s [11/13 21:33:42] ppdet.engine INFO: Epoch: [25] [1980/3251] learning_rate: 0.169345 loss_vfl: 0.821426 loss_bbox: 0.318602 loss_dfl: 0.200066 loss: 1.362846 eta: 6 days, 1:42:16 batch_cost: 2.2238 data_cost: 0.0011 ips: 12.5911 images/s [11/13 21:34:30] ppdet.engine INFO: Epoch: [25] [2000/3251] learning_rate: 0.169331 loss_vfl: 0.844770 loss_bbox: 0.300427 loss_dfl: 0.194775 loss: 1.329292 eta: 6 days, 1:41:33 batch_cost: 2.1868 data_cost: 0.0016 ips: 12.8040 images/s [11/13 21:35:15] ppdet.engine INFO: Epoch: [25] [2020/3251] learning_rate: 0.169317 loss_vfl: 0.817020 loss_bbox: 0.270317 loss_dfl: 0.172219 loss: 1.249433 eta: 6 days, 1:40:45 batch_cost: 2.0885 data_cost: 0.0011 ips: 13.4070 images/s [11/13 21:36:03] ppdet.engine INFO: Epoch: [25] [2040/3251] learning_rate: 0.169303 loss_vfl: 0.849790 loss_bbox: 0.284500 loss_dfl: 0.185504 loss: 1.346060 eta: 6 days, 1:40:10 batch_cost: 2.3083 data_cost: 0.0011 ips: 12.1299 images/s [11/13 21:36:51] ppdet.engine INFO: Epoch: [25] [2060/3251] learning_rate: 0.169289 loss_vfl: 0.846813 loss_bbox: 0.278229 loss_dfl: 0.189504 loss: 1.303620 eta: 6 days, 1:39:30 batch_cost: 2.2303 data_cost: 0.0010 ips: 12.5546 images/s [11/13 21:37:38] ppdet.engine INFO: Epoch: [25] [2080/3251] learning_rate: 0.169275 loss_vfl: 0.818449 loss_bbox: 0.301474 loss_dfl: 0.192594 loss: 1.306116 eta: 6 days, 1:38:49 batch_cost: 2.2048 data_cost: 0.0010 ips: 12.6996 images/s [11/13 21:38:25] ppdet.engine INFO: Epoch: [25] [2100/3251] learning_rate: 0.169261 loss_vfl: 0.836509 loss_bbox: 0.275694 loss_dfl: 0.177382 loss: 1.317261 eta: 6 days, 1:38:12 batch_cost: 2.2895 data_cost: 0.0010 ips: 12.2299 images/s [11/13 21:39:14] ppdet.engine INFO: Epoch: [25] [2120/3251] learning_rate: 0.169247 loss_vfl: 0.840269 loss_bbox: 0.280050 loss_dfl: 0.181807 loss: 1.307438 eta: 6 days, 1:37:39 batch_cost: 2.3474 data_cost: 0.0009 ips: 11.9283 images/s [11/13 21:40:03] ppdet.engine INFO: Epoch: [25] [2140/3251] learning_rate: 0.169233 loss_vfl: 0.846267 loss_bbox: 0.309129 loss_dfl: 0.191028 loss: 1.358668 eta: 6 days, 1:37:01 batch_cost: 2.2588 data_cost: 0.0009 ips: 12.3958 images/s [11/13 21:40:50] ppdet.engine INFO: Epoch: [25] [2160/3251] learning_rate: 0.169219 loss_vfl: 0.838098 loss_bbox: 0.301308 loss_dfl: 0.200825 loss: 1.360516 eta: 6 days, 1:36:15 batch_cost: 2.1144 data_cost: 0.0010 ips: 13.2426 images/s [11/13 21:41:37] ppdet.engine INFO: Epoch: [25] [2180/3251] learning_rate: 0.169205 loss_vfl: 0.816971 loss_bbox: 0.324159 loss_dfl: 0.209321 loss: 1.338746 eta: 6 days, 1:35:32 batch_cost: 2.1861 data_cost: 0.0010 ips: 12.8080 images/s [11/13 21:42:23] ppdet.engine INFO: Epoch: [25] [2200/3251] learning_rate: 0.169192 loss_vfl: 0.844942 loss_bbox: 0.289480 loss_dfl: 0.191574 loss: 1.315207 eta: 6 days, 1:34:47 batch_cost: 2.1366 data_cost: 0.0011 ips: 13.1048 images/s [11/13 21:43:10] ppdet.engine INFO: Epoch: [25] [2220/3251] learning_rate: 0.169178 loss_vfl: 0.827249 loss_bbox: 0.298018 loss_dfl: 0.181613 loss: 1.339757 eta: 6 days, 1:34:03 batch_cost: 2.1539 data_cost: 0.0010 ips: 12.9995 images/s [11/13 21:43:57] ppdet.engine INFO: Epoch: [25] [2240/3251] learning_rate: 0.169164 loss_vfl: 0.815112 loss_bbox: 0.296714 loss_dfl: 0.189542 loss: 1.304809 eta: 6 days, 1:33:24 batch_cost: 2.2531 data_cost: 0.0009 ips: 12.4273 images/s [11/13 21:44:43] ppdet.engine INFO: Epoch: [25] [2260/3251] learning_rate: 0.169150 loss_vfl: 0.832857 loss_bbox: 0.277106 loss_dfl: 0.188602 loss: 1.336556 eta: 6 days, 1:32:36 batch_cost: 2.0902 data_cost: 0.0010 ips: 13.3962 images/s [11/13 21:45:30] ppdet.engine INFO: Epoch: [25] [2280/3251] learning_rate: 0.169136 loss_vfl: 0.820184 loss_bbox: 0.300887 loss_dfl: 0.191016 loss: 1.329688 eta: 6 days, 1:31:57 batch_cost: 2.2445 data_cost: 0.0009 ips: 12.4748 images/s [11/13 21:46:15] ppdet.engine INFO: Epoch: [25] [2300/3251] learning_rate: 0.169122 loss_vfl: 0.848326 loss_bbox: 0.278627 loss_dfl: 0.188764 loss: 1.312940 eta: 6 days, 1:31:12 batch_cost: 2.1315 data_cost: 0.0011 ips: 13.1360 images/s [11/13 21:47:01] ppdet.engine INFO: Epoch: [25] [2320/3251] learning_rate: 0.169108 loss_vfl: 0.816157 loss_bbox: 0.289120 loss_dfl: 0.198113 loss: 1.281152 eta: 6 days, 1:30:31 batch_cost: 2.2179 data_cost: 0.0011 ips: 12.6243 images/s [11/13 21:47:46] ppdet.engine INFO: Epoch: [25] [2340/3251] learning_rate: 0.169094 loss_vfl: 0.828518 loss_bbox: 0.297551 loss_dfl: 0.195622 loss: 1.316673 eta: 6 days, 1:29:48 batch_cost: 2.1662 data_cost: 0.0009 ips: 12.9256 images/s [11/13 21:48:31] ppdet.engine INFO: Epoch: [25] [2360/3251] learning_rate: 0.169080 loss_vfl: 0.810414 loss_bbox: 0.315471 loss_dfl: 0.189392 loss: 1.315591 eta: 6 days, 1:28:57 batch_cost: 2.0477 data_cost: 0.0012 ips: 13.6737 images/s [11/13 21:49:18] ppdet.engine INFO: Epoch: [25] [2380/3251] learning_rate: 0.169066 loss_vfl: 0.837577 loss_bbox: 0.278485 loss_dfl: 0.175990 loss: 1.282254 eta: 6 days, 1:28:12 batch_cost: 2.1431 data_cost: 0.0010 ips: 13.0651 images/s [11/13 21:50:02] ppdet.engine INFO: Epoch: [25] [2400/3251] learning_rate: 0.169052 loss_vfl: 0.835790 loss_bbox: 0.308934 loss_dfl: 0.191300 loss: 1.311652 eta: 6 days, 1:27:25 batch_cost: 2.0934 data_cost: 0.0011 ips: 13.3754 images/s [11/13 21:50:50] ppdet.engine INFO: Epoch: [25] [2420/3251] learning_rate: 0.169038 loss_vfl: 0.832355 loss_bbox: 0.273328 loss_dfl: 0.177051 loss: 1.314836 eta: 6 days, 1:26:44 batch_cost: 2.2200 data_cost: 0.0011 ips: 12.6127 images/s [11/13 21:51:35] ppdet.engine INFO: Epoch: [25] [2440/3251] learning_rate: 0.169024 loss_vfl: 0.813681 loss_bbox: 0.298113 loss_dfl: 0.196568 loss: 1.330002 eta: 6 days, 1:25:55 batch_cost: 2.0671 data_cost: 0.0010 ips: 13.5457 images/s [11/13 21:52:21] ppdet.engine INFO: Epoch: [25] [2460/3251] learning_rate: 0.169010 loss_vfl: 0.836562 loss_bbox: 0.304988 loss_dfl: 0.201129 loss: 1.361221 eta: 6 days, 1:25:13 batch_cost: 2.1950 data_cost: 0.0010 ips: 12.7566 images/s [11/13 21:53:09] ppdet.engine INFO: Epoch: [25] [2480/3251] learning_rate: 0.168996 loss_vfl: 0.851404 loss_bbox: 0.263972 loss_dfl: 0.172373 loss: 1.287563 eta: 6 days, 1:24:32 batch_cost: 2.2046 data_cost: 0.0010 ips: 12.7005 images/s [11/13 21:53:56] ppdet.engine INFO: Epoch: [25] [2500/3251] learning_rate: 0.168982 loss_vfl: 0.832557 loss_bbox: 0.307266 loss_dfl: 0.192235 loss: 1.311291 eta: 6 days, 1:23:52 batch_cost: 2.2241 data_cost: 0.0010 ips: 12.5895 images/s [11/13 21:54:44] ppdet.engine INFO: Epoch: [25] [2520/3251] learning_rate: 0.168968 loss_vfl: 0.856589 loss_bbox: 0.259010 loss_dfl: 0.168861 loss: 1.269002 eta: 6 days, 1:23:10 batch_cost: 2.1995 data_cost: 0.0010 ips: 12.7301 images/s [11/13 21:55:30] ppdet.engine INFO: Epoch: [25] [2540/3251] learning_rate: 0.168954 loss_vfl: 0.821812 loss_bbox: 0.298052 loss_dfl: 0.190969 loss: 1.297745 eta: 6 days, 1:22:27 batch_cost: 2.1780 data_cost: 0.0010 ips: 12.8560 images/s [11/13 21:56:16] ppdet.engine INFO: Epoch: [25] [2560/3251] learning_rate: 0.168940 loss_vfl: 0.843862 loss_bbox: 0.287333 loss_dfl: 0.184485 loss: 1.299015 eta: 6 days, 1:21:44 batch_cost: 2.1803 data_cost: 0.0009 ips: 12.8425 images/s [11/13 21:57:03] ppdet.engine INFO: Epoch: [25] [2580/3251] learning_rate: 0.168926 loss_vfl: 0.840521 loss_bbox: 0.299771 loss_dfl: 0.195529 loss: 1.345399 eta: 6 days, 1:21:02 batch_cost: 2.1793 data_cost: 0.0014 ips: 12.8481 images/s [11/13 21:57:49] ppdet.engine INFO: Epoch: [25] [2600/3251] learning_rate: 0.168912 loss_vfl: 0.834523 loss_bbox: 0.269525 loss_dfl: 0.188501 loss: 1.320420 eta: 6 days, 1:20:19 batch_cost: 2.1757 data_cost: 0.0009 ips: 12.8693 images/s [11/13 21:58:35] ppdet.engine INFO: Epoch: [25] [2620/3251] learning_rate: 0.168898 loss_vfl: 0.839113 loss_bbox: 0.311136 loss_dfl: 0.202277 loss: 1.337210 eta: 6 days, 1:19:38 batch_cost: 2.2195 data_cost: 0.0009 ips: 12.6152 images/s [11/13 21:59:20] ppdet.engine INFO: Epoch: [25] [2640/3251] learning_rate: 0.168884 loss_vfl: 0.824543 loss_bbox: 0.292496 loss_dfl: 0.206468 loss: 1.306198 eta: 6 days, 1:18:45 batch_cost: 1.9962 data_cost: 0.0009 ips: 14.0266 images/s [11/13 22:00:07] ppdet.engine INFO: Epoch: [25] [2660/3251] learning_rate: 0.168870 loss_vfl: 0.813110 loss_bbox: 0.291120 loss_dfl: 0.175183 loss: 1.289012 eta: 6 days, 1:18:02 batch_cost: 2.1851 data_cost: 0.0012 ips: 12.8139 images/s [11/13 22:00:53] ppdet.engine INFO: Epoch: [25] [2680/3251] learning_rate: 0.168856 loss_vfl: 0.839977 loss_bbox: 0.321947 loss_dfl: 0.197794 loss: 1.381692 eta: 6 days, 1:17:20 batch_cost: 2.1947 data_cost: 0.0010 ips: 12.7577 images/s [11/13 22:01:39] ppdet.engine INFO: Epoch: [25] [2700/3251] learning_rate: 0.168842 loss_vfl: 0.845527 loss_bbox: 0.283480 loss_dfl: 0.183792 loss: 1.341213 eta: 6 days, 1:16:39 batch_cost: 2.1966 data_cost: 0.0010 ips: 12.7468 images/s [11/13 22:02:27] ppdet.engine INFO: Epoch: [25] [2720/3251] learning_rate: 0.168828 loss_vfl: 0.808160 loss_bbox: 0.306210 loss_dfl: 0.207593 loss: 1.319294 eta: 6 days, 1:15:57 batch_cost: 2.1929 data_cost: 0.0010 ips: 12.7683 images/s [11/13 22:03:12] ppdet.engine INFO: Epoch: [25] [2740/3251] learning_rate: 0.168814 loss_vfl: 0.817581 loss_bbox: 0.280805 loss_dfl: 0.189702 loss: 1.274780 eta: 6 days, 1:15:12 batch_cost: 2.1487 data_cost: 0.0010 ips: 13.0310 images/s [11/13 22:03:57] ppdet.engine INFO: Epoch: [25] [2760/3251] learning_rate: 0.168800 loss_vfl: 0.824984 loss_bbox: 0.303792 loss_dfl: 0.200975 loss: 1.320825 eta: 6 days, 1:14:23 batch_cost: 2.0680 data_cost: 0.0012 ips: 13.5399 images/s [11/13 22:04:44] ppdet.engine INFO: Epoch: [25] [2780/3251] learning_rate: 0.168786 loss_vfl: 0.818140 loss_bbox: 0.266333 loss_dfl: 0.184331 loss: 1.255280 eta: 6 days, 1:13:39 batch_cost: 2.1584 data_cost: 0.0009 ips: 12.9728 images/s [11/13 22:05:29] ppdet.engine INFO: Epoch: [25] [2800/3251] learning_rate: 0.168772 loss_vfl: 0.828123 loss_bbox: 0.301254 loss_dfl: 0.191182 loss: 1.313355 eta: 6 days, 1:12:53 batch_cost: 2.1259 data_cost: 0.0009 ips: 13.1711 images/s [11/13 22:06:15] ppdet.engine INFO: Epoch: [25] [2820/3251] learning_rate: 0.168758 loss_vfl: 0.854411 loss_bbox: 0.273335 loss_dfl: 0.188542 loss: 1.307034 eta: 6 days, 1:12:08 batch_cost: 2.1410 data_cost: 0.0011 ips: 13.0781 images/s [11/13 22:07:01] ppdet.engine INFO: Epoch: [25] [2840/3251] learning_rate: 0.168744 loss_vfl: 0.830285 loss_bbox: 0.285565 loss_dfl: 0.186347 loss: 1.315019 eta: 6 days, 1:11:22 batch_cost: 2.1211 data_cost: 0.0010 ips: 13.2005 images/s [11/13 22:07:46] ppdet.engine INFO: Epoch: [25] [2860/3251] learning_rate: 0.168730 loss_vfl: 0.820697 loss_bbox: 0.289527 loss_dfl: 0.186178 loss: 1.295645 eta: 6 days, 1:10:35 batch_cost: 2.0983 data_cost: 0.0025 ips: 13.3440 images/s [11/13 22:08:33] ppdet.engine INFO: Epoch: [25] [2880/3251] learning_rate: 0.168716 loss_vfl: 0.836568 loss_bbox: 0.297113 loss_dfl: 0.189653 loss: 1.327337 eta: 6 days, 1:09:51 batch_cost: 2.1580 data_cost: 0.0010 ips: 12.9747 images/s [11/13 22:09:19] ppdet.engine INFO: Epoch: [25] [2900/3251] learning_rate: 0.168702 loss_vfl: 0.845922 loss_bbox: 0.329082 loss_dfl: 0.199776 loss: 1.351217 eta: 6 days, 1:09:06 batch_cost: 2.1443 data_cost: 0.0009 ips: 13.0578 images/s [11/13 22:10:06] ppdet.engine INFO: Epoch: [25] [2920/3251] learning_rate: 0.168688 loss_vfl: 0.862217 loss_bbox: 0.271699 loss_dfl: 0.184217 loss: 1.306053 eta: 6 days, 1:08:26 batch_cost: 2.2242 data_cost: 0.0010 ips: 12.5889 images/s [11/13 22:10:51] ppdet.engine INFO: Epoch: [25] [2940/3251] learning_rate: 0.168673 loss_vfl: 0.819453 loss_bbox: 0.271785 loss_dfl: 0.192378 loss: 1.296129 eta: 6 days, 1:07:40 batch_cost: 2.1230 data_cost: 0.0015 ips: 13.1887 images/s [11/13 22:11:38] ppdet.engine INFO: Epoch: [25] [2960/3251] learning_rate: 0.168659 loss_vfl: 0.834287 loss_bbox: 0.285329 loss_dfl: 0.188786 loss: 1.308350 eta: 6 days, 1:06:58 batch_cost: 2.2090 data_cost: 0.0009 ips: 12.6755 images/s [11/13 22:12:25] ppdet.engine INFO: Epoch: [25] [2980/3251] learning_rate: 0.168645 loss_vfl: 0.826235 loss_bbox: 0.288660 loss_dfl: 0.186158 loss: 1.296242 eta: 6 days, 1:06:19 batch_cost: 2.2289 data_cost: 0.0015 ips: 12.5623 images/s [11/13 22:13:12] ppdet.engine INFO: Epoch: [25] [3000/3251] learning_rate: 0.168631 loss_vfl: 0.843965 loss_bbox: 0.331885 loss_dfl: 0.201289 loss: 1.380484 eta: 6 days, 1:05:36 batch_cost: 2.1779 data_cost: 0.0014 ips: 12.8562 images/s [11/13 22:14:01] ppdet.engine INFO: Epoch: [25] [3020/3251] learning_rate: 0.168617 loss_vfl: 0.825626 loss_bbox: 0.336593 loss_dfl: 0.206469 loss: 1.352049 eta: 6 days, 1:05:00 batch_cost: 2.3021 data_cost: 0.0010 ips: 12.1628 images/s [11/13 22:14:45] ppdet.engine INFO: Epoch: [25] [3040/3251] learning_rate: 0.168603 loss_vfl: 0.827413 loss_bbox: 0.281859 loss_dfl: 0.185074 loss: 1.312958 eta: 6 days, 1:04:13 batch_cost: 2.0998 data_cost: 0.0017 ips: 13.3348 images/s [11/13 22:15:32] ppdet.engine INFO: Epoch: [25] [3060/3251] learning_rate: 0.168589 loss_vfl: 0.835262 loss_bbox: 0.272646 loss_dfl: 0.175433 loss: 1.292049 eta: 6 days, 1:03:29 batch_cost: 2.1735 data_cost: 0.0010 ips: 12.8822 images/s [11/13 22:16:18] ppdet.engine INFO: Epoch: [25] [3080/3251] learning_rate: 0.168575 loss_vfl: 0.823376 loss_bbox: 0.281716 loss_dfl: 0.183430 loss: 1.269272 eta: 6 days, 1:02:43 batch_cost: 2.1113 data_cost: 0.0010 ips: 13.2618 images/s [11/13 22:17:04] ppdet.engine INFO: Epoch: [25] [3100/3251] learning_rate: 0.168561 loss_vfl: 0.846924 loss_bbox: 0.283541 loss_dfl: 0.188858 loss: 1.317461 eta: 6 days, 1:02:01 batch_cost: 2.1893 data_cost: 0.0013 ips: 12.7896 images/s [11/13 22:17:53] ppdet.engine INFO: Epoch: [25] [3120/3251] learning_rate: 0.168547 loss_vfl: 0.839054 loss_bbox: 0.272150 loss_dfl: 0.181011 loss: 1.307803 eta: 6 days, 1:01:24 batch_cost: 2.2880 data_cost: 0.0009 ips: 12.2375 images/s [11/13 22:18:41] ppdet.engine INFO: Epoch: [25] [3140/3251] learning_rate: 0.168533 loss_vfl: 0.829023 loss_bbox: 0.334634 loss_dfl: 0.215926 loss: 1.389608 eta: 6 days, 1:00:48 batch_cost: 2.3022 data_cost: 0.0009 ips: 12.1621 images/s [11/13 22:19:28] ppdet.engine INFO: Epoch: [25] [3160/3251] learning_rate: 0.168519 loss_vfl: 0.826356 loss_bbox: 0.300495 loss_dfl: 0.206163 loss: 1.335175 eta: 6 days, 1:00:09 batch_cost: 2.2459 data_cost: 0.0009 ips: 12.4674 images/s [11/13 22:20:13] ppdet.engine INFO: Epoch: [25] [3180/3251] learning_rate: 0.168505 loss_vfl: 0.794227 loss_bbox: 0.313436 loss_dfl: 0.200333 loss: 1.350871 eta: 6 days, 0:59:25 batch_cost: 2.1591 data_cost: 0.0011 ips: 12.9685 images/s [11/13 22:21:01] ppdet.engine INFO: Epoch: [25] [3200/3251] learning_rate: 0.168491 loss_vfl: 0.835295 loss_bbox: 0.281208 loss_dfl: 0.193596 loss: 1.355269 eta: 6 days, 0:58:48 batch_cost: 2.2706 data_cost: 0.0009 ips: 12.3315 images/s [11/13 22:21:47] ppdet.engine INFO: Epoch: [25] [3220/3251] learning_rate: 0.168477 loss_vfl: 0.842917 loss_bbox: 0.272061 loss_dfl: 0.181060 loss: 1.307689 eta: 6 days, 0:58:02 batch_cost: 2.1373 data_cost: 0.0010 ips: 13.1004 images/s [11/13 22:22:32] ppdet.engine INFO: Epoch: [25] [3240/3251] learning_rate: 0.168462 loss_vfl: 0.841916 loss_bbox: 0.322937 loss_dfl: 0.192742 loss: 1.386322 eta: 6 days, 0:57:14 batch_cost: 2.0858 data_cost: 0.0015 ips: 13.4238 images/s [11/13 22:22:51] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_lcnet_2_5x_640_mainbody [11/13 22:22:52] ppdet.engine INFO: Eval iter: 0 [11/13 22:23:40] ppdet.engine INFO: Eval iter: 100 [11/13 22:24:06] ppdet.engine INFO: Eval iter: 200 [11/13 22:24:33] ppdet.engine INFO: Eval iter: 300 [11/13 22:25:01] ppdet.engine INFO: Eval iter: 400 [11/13 22:25:28] ppdet.engine INFO: Eval iter: 500 [11/13 22:25:55] ppdet.engine INFO: Eval iter: 600 [11/13 22:26:24] ppdet.engine INFO: Eval iter: 700 [11/13 22:26:53] ppdet.engine INFO: Eval iter: 800 [11/13 22:27:19] ppdet.engine INFO: Eval iter: 900 [11/13 22:27:47] ppdet.engine INFO: Eval iter: 1000 [11/13 22:28:12] ppdet.engine INFO: Eval iter: 1100 [11/13 22:28:38] ppdet.engine INFO: Eval iter: 1200 [11/13 22:29:04] ppdet.engine INFO: Eval iter: 1300 [11/13 22:29:31] ppdet.engine INFO: Eval iter: 1400 [11/13 22:29:58] ppdet.engine INFO: Eval iter: 1500 [11/13 22:30:24] ppdet.engine INFO: Eval iter: 1600 [11/13 22:30:51] ppdet.engine INFO: Eval iter: 1700 [11/13 22:31:18] ppdet.engine INFO: Eval iter: 1800 [11/13 22:31:43] ppdet.engine INFO: Eval iter: 1900 [11/13 22:32:09] ppdet.engine INFO: Eval iter: 2000 [11/13 22:32:37] ppdet.engine INFO: Eval iter: 2100 [11/13 22:33:06] ppdet.engine INFO: Eval iter: 2200 [11/13 22:33:33] ppdet.engine INFO: Eval iter: 2300 [11/13 22:34:32] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json. loading annotations into memory... Done (t=1.18s) creating index... index created! [11/13 22:34:33] ppdet.metrics.coco_utils INFO: Start evaluate... Loading and preparing results... DONE (t=17.16s) creating index... index created! Running per image evaluation... Evaluate annotation type *bbox* DONE (t=381.28s). Accumulating evaluation results... DONE (t=29.80s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.394 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.598 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.418 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.200 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.423 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.532 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.081 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.387 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.590 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.342 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.610 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.756 [11/13 22:41:45] ppdet.engine INFO: Total sample number: 19074, averge FPS: 28.618656938481763 [11/13 22:41:45] ppdet.engine INFO: Best test bbox ap is 0.394. [11/13 22:41:45] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_lcnet_2_5x_640_mainbody [11/13 22:41:47] ppdet.engine INFO: Epoch: [26] [ 0/3251] learning_rate: 0.168455 loss_vfl: 0.844771 loss_bbox: 0.299824 loss_dfl: 0.188547 loss: 1.367943 eta: 6 days, 0:56:11 batch_cost: 1.4264 data_cost: 0.0013 ips: 19.6305 images/s [11/13 22:42:34] ppdet.engine INFO: Epoch: [26] [ 20/3251] learning_rate: 0.168441 loss_vfl: 0.820760 loss_bbox: 0.285567 loss_dfl: 0.176675 loss: 1.274187 eta: 6 days, 0:55:28 batch_cost: 2.1715 data_cost: 0.0012 ips: 12.8946 images/s [11/13 22:43:21] ppdet.engine INFO: Epoch: [26] [ 40/3251] learning_rate: 0.168427 loss_vfl: 0.825169 loss_bbox: 0.288581 loss_dfl: 0.187945 loss: 1.324961 eta: 6 days, 0:54:46 batch_cost: 2.1984 data_cost: 0.0016 ips: 12.7368 images/s [11/13 22:44:08] ppdet.engine INFO: Epoch: [26] [ 60/3251] learning_rate: 0.168412 loss_vfl: 0.817060 loss_bbox: 0.258127 loss_dfl: 0.168363 loss: 1.251699 eta: 6 days, 0:54:04 batch_cost: 2.1835 data_cost: 0.0010 ips: 12.8233 images/s [11/13 22:44:54] ppdet.engine INFO: Epoch: [26] [ 80/3251] learning_rate: 0.168398 loss_vfl: 0.822327 loss_bbox: 0.295687 loss_dfl: 0.177729 loss: 1.318192 eta: 6 days, 0:53:22 batch_cost: 2.2058 data_cost: 0.0015 ips: 12.6938 images/s [11/13 22:45:39] ppdet.engine INFO: Epoch: [26] [ 100/3251] learning_rate: 0.168384 loss_vfl: 0.829761 loss_bbox: 0.292218 loss_dfl: 0.191075 loss: 1.299995 eta: 6 days, 0:52:35 batch_cost: 2.1065 data_cost: 0.0010 ips: 13.2923 images/s [11/13 22:46:25] ppdet.engine INFO: Epoch: [26] [ 120/3251] learning_rate: 0.168370 loss_vfl: 0.818873 loss_bbox: 0.302917 loss_dfl: 0.196135 loss: 1.346464 eta: 6 days, 0:51:53 batch_cost: 2.1912 data_cost: 0.0010 ips: 12.7781 images/s [11/13 22:47:13] ppdet.engine INFO: Epoch: [26] [ 140/3251] learning_rate: 0.168356 loss_vfl: 0.822835 loss_bbox: 0.311413 loss_dfl: 0.192464 loss: 1.335485 eta: 6 days, 0:51:15 batch_cost: 2.2529 data_cost: 0.0015 ips: 12.4285 images/s [11/13 22:47:58] ppdet.engine INFO: Epoch: [26] [ 160/3251] learning_rate: 0.168342 loss_vfl: 0.825288 loss_bbox: 0.289595 loss_dfl: 0.186582 loss: 1.246330 eta: 6 days, 0:50:29 batch_cost: 2.1263 data_cost: 0.0011 ips: 13.1682 images/s [11/13 22:48:43] ppdet.engine INFO: Epoch: [26] [ 180/3251] learning_rate: 0.168328 loss_vfl: 0.825193 loss_bbox: 0.304606 loss_dfl: 0.190360 loss: 1.353835 eta: 6 days, 0:49:44 batch_cost: 2.1330 data_cost: 0.0016 ips: 13.1271 images/s [11/13 22:49:29] ppdet.engine INFO: Epoch: [26] [ 200/3251] learning_rate: 0.168314 loss_vfl: 0.822829 loss_bbox: 0.284010 loss_dfl: 0.189054 loss: 1.289761 eta: 6 days, 0:49:03 batch_cost: 2.2114 data_cost: 0.0010 ips: 12.6614 images/s [11/13 22:50:18] ppdet.engine INFO: Epoch: [26] [ 220/3251] learning_rate: 0.168300 loss_vfl: 0.838585 loss_bbox: 0.281005 loss_dfl: 0.184283 loss: 1.305083 eta: 6 days, 0:48:25 batch_cost: 2.2717 data_cost: 0.0010 ips: 12.3254 images/s [11/13 22:51:05] ppdet.engine INFO: Epoch: [26] [ 240/3251] learning_rate: 0.168285 loss_vfl: 0.808821 loss_bbox: 0.278002 loss_dfl: 0.180584 loss: 1.288125 eta: 6 days, 0:47:44 batch_cost: 2.2160 data_cost: 0.0010 ips: 12.6354 images/s [11/13 22:51:49] ppdet.engine INFO: Epoch: [26] [ 260/3251] learning_rate: 0.168271 loss_vfl: 0.831527 loss_bbox: 0.316043 loss_dfl: 0.195480 loss: 1.342011 eta: 6 days, 0:46:58 batch_cost: 2.1208 data_cost: 0.0010 ips: 13.2026 images/s [11/13 22:52:36] ppdet.engine INFO: Epoch: [26] [ 280/3251] learning_rate: 0.168257 loss_vfl: 0.809859 loss_bbox: 0.265039 loss_dfl: 0.174709 loss: 1.252864 eta: 6 days, 0:46:18 batch_cost: 2.2228 data_cost: 0.0010 ips: 12.5967 images/s [11/13 22:53:22] ppdet.engine INFO: Epoch: [26] [ 300/3251] learning_rate: 0.168243 loss_vfl: 0.821284 loss_bbox: 0.288499 loss_dfl: 0.196450 loss: 1.322384 eta: 6 days, 0:45:35 batch_cost: 2.1792 data_cost: 0.0009 ips: 12.8489 images/s [11/13 22:54:07] ppdet.engine INFO: Epoch: [26] [ 320/3251] learning_rate: 0.168229 loss_vfl: 0.815970 loss_bbox: 0.272391 loss_dfl: 0.176663 loss: 1.250856 eta: 6 days, 0:44:47 batch_cost: 2.0831 data_cost: 0.0010 ips: 13.4418 images/s [11/13 22:54:55] ppdet.engine INFO: Epoch: [26] [ 340/3251] learning_rate: 0.168215 loss_vfl: 0.821988 loss_bbox: 0.263989 loss_dfl: 0.168491 loss: 1.255827 eta: 6 days, 0:44:08 batch_cost: 2.2448 data_cost: 0.0010 ips: 12.4732 images/s [11/13 22:55:40] ppdet.engine INFO: Epoch: [26] [ 360/3251] learning_rate: 0.168201 loss_vfl: 0.834835 loss_bbox: 0.319577 loss_dfl: 0.203339 loss: 1.352829 eta: 6 days, 0:43:24 batch_cost: 2.1602 data_cost: 0.0010 ips: 12.9619 images/s [11/13 22:56:27] ppdet.engine INFO: Epoch: [26] [ 380/3251] learning_rate: 0.168187 loss_vfl: 0.839558 loss_bbox: 0.320145 loss_dfl: 0.204869 loss: 1.328170 eta: 6 days, 0:42:44 batch_cost: 2.2330 data_cost: 0.0011 ips: 12.5394 images/s [11/13 22:57:14] ppdet.engine INFO: Epoch: [26] [ 400/3251] learning_rate: 0.168172 loss_vfl: 0.837393 loss_bbox: 0.298751 loss_dfl: 0.194462 loss: 1.331205 eta: 6 days, 0:42:06 batch_cost: 2.2558 data_cost: 0.0011 ips: 12.4126 images/s [11/13 22:58:00] ppdet.engine INFO: Epoch: [26] [ 420/3251] learning_rate: 0.168158 loss_vfl: 0.810527 loss_bbox: 0.289951 loss_dfl: 0.184625 loss: 1.300905 eta: 6 days, 0:41:21 batch_cost: 2.1453 data_cost: 0.0011 ips: 13.0519 images/s [11/13 22:58:45] ppdet.engine INFO: Epoch: [26] [ 440/3251] learning_rate: 0.168144 loss_vfl: 0.814717 loss_bbox: 0.310656 loss_dfl: 0.197224 loss: 1.347736 eta: 6 days, 0:40:31 batch_cost: 2.0518 data_cost: 0.0010 ips: 13.6467 images/s [11/13 22:59:30] ppdet.engine INFO: Epoch: [26] [ 460/3251] learning_rate: 0.168130 loss_vfl: 0.818208 loss_bbox: 0.302464 loss_dfl: 0.199221 loss: 1.311554 eta: 6 days, 0:39:44 batch_cost: 2.1078 data_cost: 0.0010 ips: 13.2838 images/s [11/13 23:00:15] ppdet.engine INFO: Epoch: [26] [ 480/3251] learning_rate: 0.168116 loss_vfl: 0.864637 loss_bbox: 0.326442 loss_dfl: 0.212400 loss: 1.402863 eta: 6 days, 0:38:58 batch_cost: 2.1276 data_cost: 0.0009 ips: 13.1602 images/s [11/13 23:01:02] ppdet.engine INFO: Epoch: [26] [ 500/3251] learning_rate: 0.168102 loss_vfl: 0.833572 loss_bbox: 0.267414 loss_dfl: 0.198379 loss: 1.300378 eta: 6 days, 0:38:22 batch_cost: 2.2838 data_cost: 0.0009 ips: 12.2600 images/s [11/13 23:01:50] ppdet.engine INFO: Epoch: [26] [ 520/3251] learning_rate: 0.168088 loss_vfl: 0.819445 loss_bbox: 0.291401 loss_dfl: 0.186778 loss: 1.306182 eta: 6 days, 0:37:46 batch_cost: 2.3036 data_cost: 0.0009 ips: 12.1548 images/s [11/13 23:02:38] ppdet.engine INFO: Epoch: [26] [ 540/3251] learning_rate: 0.168073 loss_vfl: 0.821164 loss_bbox: 0.302197 loss_dfl: 0.196822 loss: 1.327198 eta: 6 days, 0:37:02 batch_cost: 2.1645 data_cost: 0.0010 ips: 12.9360 images/s [11/13 23:03:25] ppdet.engine INFO: Epoch: [26] [ 560/3251] learning_rate: 0.168059 loss_vfl: 0.840858 loss_bbox: 0.319404 loss_dfl: 0.203326 loss: 1.382524 eta: 6 days, 0:36:21 batch_cost: 2.2114 data_cost: 0.0009 ips: 12.6614 images/s [11/13 23:04:12] ppdet.engine INFO: Epoch: [26] [ 580/3251] learning_rate: 0.168045 loss_vfl: 0.826024 loss_bbox: 0.324653 loss_dfl: 0.198541 loss: 1.363966 eta: 6 days, 0:35:40 batch_cost: 2.2064 data_cost: 0.0009 ips: 12.6905 images/s [11/13 23:04:58] ppdet.engine INFO: Epoch: [26] [ 600/3251] learning_rate: 0.168031 loss_vfl: 0.797643 loss_bbox: 0.271640 loss_dfl: 0.183158 loss: 1.272197 eta: 6 days, 0:34:50 batch_cost: 2.0509 data_cost: 0.0010 ips: 13.6523 images/s [11/13 23:05:45] ppdet.engine INFO: Epoch: [26] [ 620/3251] learning_rate: 0.168017 loss_vfl: 0.833137 loss_bbox: 0.295417 loss_dfl: 0.189339 loss: 1.322089 eta: 6 days, 0:34:12 batch_cost: 2.2639 data_cost: 0.0010 ips: 12.3680 images/s [11/13 23:06:31] ppdet.engine INFO: Epoch: [26] [ 640/3251] learning_rate: 0.168003 loss_vfl: 0.827611 loss_bbox: 0.304321 loss_dfl: 0.204297 loss: 1.339522 eta: 6 days, 0:33:27 batch_cost: 2.1517 data_cost: 0.0010 ips: 13.0132 images/s [11/13 23:07:17] ppdet.engine INFO: Epoch: [26] [ 660/3251] learning_rate: 0.167988 loss_vfl: 0.831182 loss_bbox: 0.258230 loss_dfl: 0.175935 loss: 1.264364 eta: 6 days, 0:32:48 batch_cost: 2.2425 data_cost: 0.0010 ips: 12.4858 images/s [11/13 23:08:04] ppdet.engine INFO: Epoch: [26] [ 680/3251] learning_rate: 0.167974 loss_vfl: 0.857957 loss_bbox: 0.273624 loss_dfl: 0.185811 loss: 1.352058 eta: 6 days, 0:32:05 batch_cost: 2.1706 data_cost: 0.0010 ips: 12.8994 images/s [11/13 23:08:51] ppdet.engine INFO: Epoch: [26] [ 700/3251] learning_rate: 0.167960 loss_vfl: 0.846357 loss_bbox: 0.328232 loss_dfl: 0.210394 loss: 1.373495 eta: 6 days, 0:31:22 batch_cost: 2.1732 data_cost: 0.0017 ips: 12.8841 images/s [11/13 23:09:37] ppdet.engine INFO: Epoch: [26] [ 720/3251] learning_rate: 0.167946 loss_vfl: 0.830748 loss_bbox: 0.277895 loss_dfl: 0.176340 loss: 1.274697 eta: 6 days, 0:30:42 batch_cost: 2.2289 data_cost: 0.0011 ips: 12.5622 images/s [11/13 23:10:26] ppdet.engine INFO: Epoch: [26] [ 740/3251] learning_rate: 0.167932 loss_vfl: 0.844317 loss_bbox: 0.325250 loss_dfl: 0.208836 loss: 1.376567 eta: 6 days, 0:30:05 batch_cost: 2.2925 data_cost: 0.0010 ips: 12.2137 images/s [11/13 23:11:11] ppdet.engine INFO: Epoch: [26] [ 760/3251] learning_rate: 0.167917 loss_vfl: 0.832100 loss_bbox: 0.302205 loss_dfl: 0.194957 loss: 1.314904 eta: 6 days, 0:29:20 batch_cost: 2.1346 data_cost: 0.0009 ips: 13.1173 images/s [11/13 23:11:58] ppdet.engine INFO: Epoch: [26] [ 780/3251] learning_rate: 0.167903 loss_vfl: 0.807903 loss_bbox: 0.277759 loss_dfl: 0.186330 loss: 1.286955 eta: 6 days, 0:28:35 batch_cost: 2.1337 data_cost: 0.0011 ips: 13.1224 images/s [11/13 23:12:46] ppdet.engine INFO: Epoch: [26] [ 800/3251] learning_rate: 0.167889 loss_vfl: 0.822076 loss_bbox: 0.307976 loss_dfl: 0.196178 loss: 1.313700 eta: 6 days, 0:27:57 batch_cost: 2.2700 data_cost: 0.0010 ips: 12.3349 images/s [11/13 23:13:35] ppdet.engine INFO: Epoch: [26] [ 820/3251] learning_rate: 0.167875 loss_vfl: 0.833741 loss_bbox: 0.279535 loss_dfl: 0.180352 loss: 1.277602 eta: 6 days, 0:27:19 batch_cost: 2.2580 data_cost: 0.0009 ips: 12.4003 images/s [11/13 23:14:21] ppdet.engine INFO: Epoch: [26] [ 840/3251] learning_rate: 0.167861 loss_vfl: 0.827464 loss_bbox: 0.278615 loss_dfl: 0.189128 loss: 1.331872 eta: 6 days, 0:26:34 batch_cost: 2.1410 data_cost: 0.0009 ips: 13.0783 images/s [11/13 23:15:07] ppdet.engine INFO: Epoch: [26] [ 860/3251] learning_rate: 0.167847 loss_vfl: 0.836800 loss_bbox: 0.274397 loss_dfl: 0.179555 loss: 1.296243 eta: 6 days, 0:25:50 batch_cost: 2.1732 data_cost: 0.0010 ips: 12.8843 images/s [11/13 23:15:54] ppdet.engine INFO: Epoch: [26] [ 880/3251] learning_rate: 0.167832 loss_vfl: 0.836847 loss_bbox: 0.282437 loss_dfl: 0.184548 loss: 1.312957 eta: 6 days, 0:25:10 batch_cost: 2.2201 data_cost: 0.0009 ips: 12.6120 images/s [11/13 23:16:41] ppdet.engine INFO: Epoch: [26] [ 900/3251] learning_rate: 0.167818 loss_vfl: 0.860111 loss_bbox: 0.276362 loss_dfl: 0.184739 loss: 1.280479 eta: 6 days, 0:24:31 batch_cost: 2.2448 data_cost: 0.0011 ips: 12.4735 images/s [11/13 23:17:27] ppdet.engine INFO: Epoch: [26] [ 920/3251] learning_rate: 0.167804 loss_vfl: 0.824127 loss_bbox: 0.287518 loss_dfl: 0.192614 loss: 1.287225 eta: 6 days, 0:23:48 batch_cost: 2.1850 data_cost: 0.0009 ips: 12.8147 images/s [11/13 23:18:15] ppdet.engine INFO: Epoch: [26] [ 940/3251] learning_rate: 0.167790 loss_vfl: 0.840912 loss_bbox: 0.279017 loss_dfl: 0.177782 loss: 1.302976 eta: 6 days, 0:23:11 batch_cost: 2.2832 data_cost: 0.0012 ips: 12.2637 images/s [11/13 23:19:02] ppdet.engine INFO: Epoch: [26] [ 960/3251] learning_rate: 0.167776 loss_vfl: 0.832615 loss_bbox: 0.301198 loss_dfl: 0.186689 loss: 1.313198 eta: 6 days, 0:22:32 batch_cost: 2.2498 data_cost: 0.0010 ips: 12.4456 images/s [11/13 23:19:48] ppdet.engine INFO: Epoch: [26] [ 980/3251] learning_rate: 0.167761 loss_vfl: 0.816981 loss_bbox: 0.305774 loss_dfl: 0.192834 loss: 1.337903 eta: 6 days, 0:21:49 batch_cost: 2.1717 data_cost: 0.0009 ips: 12.8933 images/s [11/13 23:20:35] ppdet.engine INFO: Epoch: [26] [1000/3251] learning_rate: 0.167747 loss_vfl: 0.819499 loss_bbox: 0.277284 loss_dfl: 0.169640 loss: 1.286370 eta: 6 days, 0:21:06 batch_cost: 2.1640 data_cost: 0.0009 ips: 12.9392 images/s [11/13 23:21:22] ppdet.engine INFO: Epoch: [26] [1020/3251] learning_rate: 0.167733 loss_vfl: 0.836352 loss_bbox: 0.313804 loss_dfl: 0.200919 loss: 1.301782 eta: 6 days, 0:20:24 batch_cost: 2.2042 data_cost: 0.0009 ips: 12.7030 images/s [11/13 23:22:07] ppdet.engine INFO: Epoch: [26] [1040/3251] learning_rate: 0.167719 loss_vfl: 0.827259 loss_bbox: 0.278643 loss_dfl: 0.188896 loss: 1.293492 eta: 6 days, 0:19:37 batch_cost: 2.0960 data_cost: 0.0009 ips: 13.3587 images/s [11/13 23:22:54] ppdet.engine INFO: Epoch: [26] [1060/3251] learning_rate: 0.167704 loss_vfl: 0.844386 loss_bbox: 0.287401 loss_dfl: 0.180442 loss: 1.295091 eta: 6 days, 0:18:58 batch_cost: 2.2481 data_cost: 0.0010 ips: 12.4548 images/s [11/13 23:23:39] ppdet.engine INFO: Epoch: [26] [1080/3251] learning_rate: 0.167690 loss_vfl: 0.834031 loss_bbox: 0.267188 loss_dfl: 0.168932 loss: 1.266201 eta: 6 days, 0:18:12 batch_cost: 2.1286 data_cost: 0.0011 ips: 13.1542 images/s [11/13 23:24:24] ppdet.engine INFO: Epoch: [26] [1100/3251] learning_rate: 0.167676 loss_vfl: 0.834688 loss_bbox: 0.282453 loss_dfl: 0.184993 loss: 1.299215 eta: 6 days, 0:17:25 batch_cost: 2.1088 data_cost: 0.0009 ips: 13.2777 images/s [11/13 23:25:12] ppdet.engine INFO: Epoch: [26] [1120/3251] learning_rate: 0.167662 loss_vfl: 0.799175 loss_bbox: 0.326880 loss_dfl: 0.194972 loss: 1.346626 eta: 6 days, 0:16:47 batch_cost: 2.2651 data_cost: 0.0012 ips: 12.3616 images/s [11/13 23:26:00] ppdet.engine INFO: Epoch: [26] [1140/3251] learning_rate: 0.167648 loss_vfl: 0.844962 loss_bbox: 0.282902 loss_dfl: 0.185624 loss: 1.315744 eta: 6 days, 0:16:11 batch_cost: 2.3020 data_cost: 0.0009 ips: 12.1636 images/s [11/13 23:26:46] ppdet.engine INFO: Epoch: [26] [1160/3251] learning_rate: 0.167633 loss_vfl: 0.835771 loss_bbox: 0.263950 loss_dfl: 0.169779 loss: 1.278326 eta: 6 days, 0:15:29 batch_cost: 2.1953 data_cost: 0.0009 ips: 12.7545 images/s [11/13 23:27:30] ppdet.engine INFO: Epoch: [26] [1180/3251] learning_rate: 0.167619 loss_vfl: 0.829590 loss_bbox: 0.300065 loss_dfl: 0.192686 loss: 1.345977 eta: 6 days, 0:14:38 batch_cost: 2.0225 data_cost: 0.0011 ips: 13.8439 images/s [11/13 23:28:17] ppdet.engine INFO: Epoch: [26] [1200/3251] learning_rate: 0.167605 loss_vfl: 0.836687 loss_bbox: 0.310881 loss_dfl: 0.198393 loss: 1.346879 eta: 6 days, 0:13:58 batch_cost: 2.2334 data_cost: 0.0012 ips: 12.5368 images/s [11/13 23:29:03] ppdet.engine INFO: Epoch: [26] [1220/3251] learning_rate: 0.167591 loss_vfl: 0.838001 loss_bbox: 0.255356 loss_dfl: 0.175326 loss: 1.277721 eta: 6 days, 0:13:14 batch_cost: 2.1646 data_cost: 0.0011 ips: 12.9353 images/s [11/13 23:29:50] ppdet.engine INFO: Epoch: [26] [1240/3251] learning_rate: 0.167576 loss_vfl: 0.841442 loss_bbox: 0.303507 loss_dfl: 0.182633 loss: 1.337721 eta: 6 days, 0:12:37 batch_cost: 2.2772 data_cost: 0.0009 ips: 12.2956 images/s [11/13 23:30:37] ppdet.engine INFO: Epoch: [26] [1260/3251] learning_rate: 0.167562 loss_vfl: 0.826922 loss_bbox: 0.288587 loss_dfl: 0.177891 loss: 1.295345 eta: 6 days, 0:11:53 batch_cost: 2.1561 data_cost: 0.0009 ips: 12.9865 images/s [11/13 23:31:24] ppdet.engine INFO: Epoch: [26] [1280/3251] learning_rate: 0.167548 loss_vfl: 0.831797 loss_bbox: 0.300670 loss_dfl: 0.195405 loss: 1.346365 eta: 6 days, 0:11:15 batch_cost: 2.2741 data_cost: 0.0016 ips: 12.3123 images/s [11/13 23:32:10] ppdet.engine INFO: Epoch: [26] [1300/3251] learning_rate: 0.167534 loss_vfl: 0.841257 loss_bbox: 0.275578 loss_dfl: 0.174754 loss: 1.302630 eta: 6 days, 0:10:32 batch_cost: 2.1625 data_cost: 0.0010 ips: 12.9481 images/s [11/13 23:32:56] ppdet.engine INFO: Epoch: [26] [1320/3251] learning_rate: 0.167519 loss_vfl: 0.822599 loss_bbox: 0.286622 loss_dfl: 0.185912 loss: 1.301816 eta: 6 days, 0:09:46 batch_cost: 2.1208 data_cost: 0.0016 ips: 13.2025 images/s [11/13 23:33:43] ppdet.engine INFO: Epoch: [26] [1340/3251] learning_rate: 0.167505 loss_vfl: 0.842809 loss_bbox: 0.274453 loss_dfl: 0.178681 loss: 1.280206 eta: 6 days, 0:09:05 batch_cost: 2.2283 data_cost: 0.0014 ips: 12.5659 images/s [11/13 23:34:30] ppdet.engine INFO: Epoch: [26] [1360/3251] learning_rate: 0.167491 loss_vfl: 0.844927 loss_bbox: 0.293306 loss_dfl: 0.203501 loss: 1.334227 eta: 6 days, 0:08:28 batch_cost: 2.2711 data_cost: 0.0010 ips: 12.3289 images/s [11/13 23:35:15] ppdet.engine INFO: Epoch: [26] [1380/3251] learning_rate: 0.167477 loss_vfl: 0.830200 loss_bbox: 0.279520 loss_dfl: 0.183633 loss: 1.276056 eta: 6 days, 0:07:41 batch_cost: 2.1017 data_cost: 0.0021 ips: 13.3226 images/s [11/13 23:36:00] ppdet.engine INFO: Epoch: [26] [1400/3251] learning_rate: 0.167462 loss_vfl: 0.842757 loss_bbox: 0.294469 loss_dfl: 0.192781 loss: 1.323763 eta: 6 days, 0:06:50 batch_cost: 2.0327 data_cost: 0.0010 ips: 13.7745 images/s [11/13 23:36:49] ppdet.engine INFO: Epoch: [26] [1420/3251] learning_rate: 0.167448 loss_vfl: 0.845646 loss_bbox: 0.282622 loss_dfl: 0.184496 loss: 1.325841 eta: 6 days, 0:06:18 batch_cost: 2.3826 data_cost: 0.0009 ips: 11.7517 images/s [11/13 23:37:34] ppdet.engine INFO: Epoch: [26] [1440/3251] learning_rate: 0.167434 loss_vfl: 0.826407 loss_bbox: 0.295364 loss_dfl: 0.197221 loss: 1.283985 eta: 6 days, 0:05:31 batch_cost: 2.1005 data_cost: 0.0009 ips: 13.3298 images/s [11/13 23:38:18] ppdet.engine INFO: Epoch: [26] [1460/3251] learning_rate: 0.167419 loss_vfl: 0.817190 loss_bbox: 0.345573 loss_dfl: 0.217090 loss: 1.360700 eta: 6 days, 0:04:40 batch_cost: 2.0254 data_cost: 0.0010 ips: 13.8245 images/s [11/13 23:39:04] ppdet.engine INFO: Epoch: [26] [1480/3251] learning_rate: 0.167405 loss_vfl: 0.847136 loss_bbox: 0.277117 loss_dfl: 0.181569 loss: 1.326617 eta: 6 days, 0:03:59 batch_cost: 2.2223 data_cost: 0.0011 ips: 12.5997 images/s [11/13 23:39:50] ppdet.engine INFO: Epoch: [26] [1500/3251] learning_rate: 0.167391 loss_vfl: 0.824485 loss_bbox: 0.268207 loss_dfl: 0.173051 loss: 1.280184 eta: 6 days, 0:03:14 batch_cost: 2.1369 data_cost: 0.0009 ips: 13.1028 images/s [11/13 23:40:36] ppdet.engine INFO: Epoch: [26] [1520/3251] learning_rate: 0.167377 loss_vfl: 0.817450 loss_bbox: 0.283340 loss_dfl: 0.185355 loss: 1.292208 eta: 6 days, 0:02:31 batch_cost: 2.1679 data_cost: 0.0011 ips: 12.9156 images/s [11/13 23:41:21] ppdet.engine INFO: Epoch: [26] [1540/3251] learning_rate: 0.167362 loss_vfl: 0.808464 loss_bbox: 0.293264 loss_dfl: 0.189686 loss: 1.308609 eta: 6 days, 0:01:44 batch_cost: 2.1181 data_cost: 0.0009 ips: 13.2195 images/s [11/13 23:42:08] ppdet.engine INFO: Epoch: [26] [1560/3251] learning_rate: 0.167348 loss_vfl: 0.842936 loss_bbox: 0.290380 loss_dfl: 0.189995 loss: 1.318011 eta: 6 days, 0:01:03 batch_cost: 2.2002 data_cost: 0.0009 ips: 12.7262 images/s [11/13 23:42:52] ppdet.engine INFO: Epoch: [26] [1580/3251] learning_rate: 0.167334 loss_vfl: 0.822935 loss_bbox: 0.279846 loss_dfl: 0.192687 loss: 1.295999 eta: 6 days, 0:00:15 batch_cost: 2.0935 data_cost: 0.0010 ips: 13.3750 images/s [11/13 23:43:40] ppdet.engine INFO: Epoch: [26] [1600/3251] learning_rate: 0.167319 loss_vfl: 0.835455 loss_bbox: 0.279160 loss_dfl: 0.188379 loss: 1.314794 eta: 5 days, 23:59:29 batch_cost: 2.1199 data_cost: 0.0010 ips: 13.2079 images/s [11/13 23:44:23] ppdet.engine INFO: Epoch: [26] [1620/3251] learning_rate: 0.167305 loss_vfl: 0.829274 loss_bbox: 0.292556 loss_dfl: 0.185876 loss: 1.336506 eta: 5 days, 23:58:41 batch_cost: 2.0784 data_cost: 0.0012 ips: 13.4717 images/s [11/13 23:45:08] ppdet.engine INFO: Epoch: [26] [1640/3251] learning_rate: 0.167291 loss_vfl: 0.832219 loss_bbox: 0.296183 loss_dfl: 0.199451 loss: 1.323137 eta: 5 days, 23:57:56 batch_cost: 2.1569 data_cost: 0.0009 ips: 12.9815 images/s [11/13 23:45:54] ppdet.engine INFO: Epoch: [26] [1660/3251] learning_rate: 0.167277 loss_vfl: 0.835709 loss_bbox: 0.315381 loss_dfl: 0.203080 loss: 1.382378 eta: 5 days, 23:57:11 batch_cost: 2.1327 data_cost: 0.0014 ips: 13.1290 images/s [11/13 23:46:43] ppdet.engine INFO: Epoch: [26] [1680/3251] learning_rate: 0.167262 loss_vfl: 0.826674 loss_bbox: 0.333343 loss_dfl: 0.211623 loss: 1.361148 eta: 5 days, 23:56:36 batch_cost: 2.3179 data_cost: 0.0010 ips: 12.0799 images/s [11/13 23:47:29] ppdet.engine INFO: Epoch: [26] [1700/3251] learning_rate: 0.167248 loss_vfl: 0.841311 loss_bbox: 0.290064 loss_dfl: 0.195283 loss: 1.331265 eta: 5 days, 23:55:54 batch_cost: 2.1964 data_cost: 0.0010 ips: 12.7481 images/s [11/13 23:48:15] ppdet.engine INFO: Epoch: [26] [1720/3251] learning_rate: 0.167234 loss_vfl: 0.847423 loss_bbox: 0.285597 loss_dfl: 0.195852 loss: 1.296860 eta: 5 days, 23:55:06 batch_cost: 2.0768 data_cost: 0.0010 ips: 13.4823 images/s [11/13 23:49:02] ppdet.engine INFO: Epoch: [26] [1740/3251] learning_rate: 0.167219 loss_vfl: 0.823784 loss_bbox: 0.311604 loss_dfl: 0.191864 loss: 1.316631 eta: 5 days, 23:54:28 batch_cost: 2.2702 data_cost: 0.0017 ips: 12.3335 images/s [11/13 23:49:50] ppdet.engine INFO: Epoch: [26] [1760/3251] learning_rate: 0.167205 loss_vfl: 0.856851 loss_bbox: 0.308300 loss_dfl: 0.196506 loss: 1.329995 eta: 5 days, 23:53:45 batch_cost: 2.1823 data_cost: 0.0011 ips: 12.8307 images/s [11/13 23:50:33] ppdet.engine INFO: Epoch: [26] [1780/3251] learning_rate: 0.167191 loss_vfl: 0.846610 loss_bbox: 0.258778 loss_dfl: 0.175915 loss: 1.275026 eta: 5 days, 23:52:53 batch_cost: 2.0039 data_cost: 0.0010 ips: 13.9724 images/s [11/13 23:51:21] ppdet.engine INFO: Epoch: [26] [1800/3251] learning_rate: 0.167176 loss_vfl: 0.844728 loss_bbox: 0.288278 loss_dfl: 0.190310 loss: 1.319257 eta: 5 days, 23:52:08 batch_cost: 2.1519 data_cost: 0.0009 ips: 13.0115 images/s [11/13 23:52:06] ppdet.engine INFO: Epoch: [26] [1820/3251] learning_rate: 0.167162 loss_vfl: 0.840559 loss_bbox: 0.303743 loss_dfl: 0.194450 loss: 1.330463 eta: 5 days, 23:51:21 batch_cost: 2.1018 data_cost: 0.0010 ips: 13.3218 images/s [11/13 23:52:52] ppdet.engine INFO: Epoch: [26] [1840/3251] learning_rate: 0.167148 loss_vfl: 0.843937 loss_bbox: 0.301414 loss_dfl: 0.201807 loss: 1.338483 eta: 5 days, 23:50:37 batch_cost: 2.1602 data_cost: 0.0014 ips: 12.9619 images/s [11/13 23:53:37] ppdet.engine INFO: Epoch: [26] [1860/3251] learning_rate: 0.167133 loss_vfl: 0.828615 loss_bbox: 0.278508 loss_dfl: 0.181577 loss: 1.318425 eta: 5 days, 23:49:53 batch_cost: 2.1620 data_cost: 0.0009 ips: 12.9512 images/s [11/13 23:54:23] ppdet.engine INFO: Epoch: [26] [1880/3251] learning_rate: 0.167119 loss_vfl: 0.833422 loss_bbox: 0.272498 loss_dfl: 0.184782 loss: 1.303370 eta: 5 days, 23:49:10 batch_cost: 2.1712 data_cost: 0.0015 ips: 12.8961 images/s [11/13 23:55:10] ppdet.engine INFO: Epoch: [26] [1900/3251] learning_rate: 0.167105 loss_vfl: 0.851800 loss_bbox: 0.266312 loss_dfl: 0.182268 loss: 1.291042 eta: 5 days, 23:48:29 batch_cost: 2.2025 data_cost: 0.0009 ips: 12.7130 images/s [11/13 23:55:54] ppdet.engine INFO: Epoch: [26] [1920/3251] learning_rate: 0.167090 loss_vfl: 0.834831 loss_bbox: 0.274441 loss_dfl: 0.185995 loss: 1.326617 eta: 5 days, 23:47:41 batch_cost: 2.0914 data_cost: 0.0010 ips: 13.3880 images/s [11/13 23:56:41] ppdet.engine INFO: Epoch: [26] [1940/3251] learning_rate: 0.167076 loss_vfl: 0.805008 loss_bbox: 0.282067 loss_dfl: 0.189453 loss: 1.271842 eta: 5 days, 23:47:01 batch_cost: 2.2254 data_cost: 0.0011 ips: 12.5819 images/s [11/13 23:57:27] ppdet.engine INFO: Epoch: [26] [1960/3251] learning_rate: 0.167062 loss_vfl: 0.824980 loss_bbox: 0.286892 loss_dfl: 0.188368 loss: 1.288290 eta: 5 days, 23:46:16 batch_cost: 2.1420 data_cost: 0.0009 ips: 13.0719 images/s [11/13 23:58:14] ppdet.engine INFO: Epoch: [26] [1980/3251] learning_rate: 0.167047 loss_vfl: 0.831808 loss_bbox: 0.311250 loss_dfl: 0.202344 loss: 1.339584 eta: 5 days, 23:45:34 batch_cost: 2.1972 data_cost: 0.0010 ips: 12.7438 images/s [11/13 23:59:02] ppdet.engine INFO: Epoch: [26] [2000/3251] learning_rate: 0.167033 loss_vfl: 0.823147 loss_bbox: 0.321562 loss_dfl: 0.204807 loss: 1.354451 eta: 5 days, 23:44:55 batch_cost: 2.2434 data_cost: 0.0014 ips: 12.4809 images/s [11/13 23:59:48] ppdet.engine INFO: Epoch: [26] [2020/3251] learning_rate: 0.167019 loss_vfl: 0.851907 loss_bbox: 0.281168 loss_dfl: 0.185539 loss: 1.334019 eta: 5 days, 23:44:11 batch_cost: 2.1609 data_cost: 0.0018 ips: 12.9574 images/s [11/14 00:00:34] ppdet.engine INFO: Epoch: [26] [2040/3251] learning_rate: 0.167004 loss_vfl: 0.843626 loss_bbox: 0.271172 loss_dfl: 0.177232 loss: 1.294075 eta: 5 days, 23:43:24 batch_cost: 2.1092 data_cost: 0.0012 ips: 13.2752 images/s [11/14 00:01:19] ppdet.engine INFO: Epoch: [26] [2060/3251] learning_rate: 0.166990 loss_vfl: 0.837010 loss_bbox: 0.282605 loss_dfl: 0.186588 loss: 1.323628 eta: 5 days, 23:42:36 batch_cost: 2.0830 data_cost: 0.0009 ips: 13.4423 images/s [11/14 00:02:04] ppdet.engine INFO: Epoch: [26] [2080/3251] learning_rate: 0.166976 loss_vfl: 0.849524 loss_bbox: 0.306162 loss_dfl: 0.199367 loss: 1.348348 eta: 5 days, 23:41:46 batch_cost: 2.0549 data_cost: 0.0010 ips: 13.6258 images/s [11/14 00:02:49] ppdet.engine INFO: Epoch: [26] [2100/3251] learning_rate: 0.166961 loss_vfl: 0.845185 loss_bbox: 0.288259 loss_dfl: 0.198193 loss: 1.314548 eta: 5 days, 23:41:00 batch_cost: 2.1089 data_cost: 0.0010 ips: 13.2771 images/s [11/14 00:03:35] ppdet.engine INFO: Epoch: [26] [2120/3251] learning_rate: 0.166947 loss_vfl: 0.827956 loss_bbox: 0.263574 loss_dfl: 0.176809 loss: 1.307152 eta: 5 days, 23:40:19 batch_cost: 2.2220 data_cost: 0.0019 ips: 12.6010 images/s [11/14 00:04:21] ppdet.engine INFO: Epoch: [26] [2140/3251] learning_rate: 0.166933 loss_vfl: 0.838253 loss_bbox: 0.299405 loss_dfl: 0.198763 loss: 1.343361 eta: 5 days, 23:39:29 batch_cost: 2.0511 data_cost: 0.0009 ips: 13.6510 images/s [11/14 00:05:04] ppdet.engine INFO: Epoch: [26] [2160/3251] learning_rate: 0.166918 loss_vfl: 0.853070 loss_bbox: 0.282446 loss_dfl: 0.185135 loss: 1.289039 eta: 5 days, 23:38:35 batch_cost: 1.9641 data_cost: 0.0011 ips: 14.2556 images/s [11/14 00:05:51] ppdet.engine INFO: Epoch: [26] [2180/3251] learning_rate: 0.166904 loss_vfl: 0.828131 loss_bbox: 0.277068 loss_dfl: 0.194545 loss: 1.321480 eta: 5 days, 23:37:52 batch_cost: 2.1721 data_cost: 0.0009 ips: 12.8906 images/s [11/14 00:06:38] ppdet.engine INFO: Epoch: [26] [2200/3251] learning_rate: 0.166890 loss_vfl: 0.836333 loss_bbox: 0.296107 loss_dfl: 0.195229 loss: 1.324311 eta: 5 days, 23:37:13 batch_cost: 2.2611 data_cost: 0.0010 ips: 12.3834 images/s [11/14 00:07:26] ppdet.engine INFO: Epoch: [26] [2220/3251] learning_rate: 0.166875 loss_vfl: 0.821802 loss_bbox: 0.302747 loss_dfl: 0.190071 loss: 1.307355 eta: 5 days, 23:36:35 batch_cost: 2.2632 data_cost: 0.0010 ips: 12.3720 images/s [11/14 00:08:10] ppdet.engine INFO: Epoch: [26] [2240/3251] learning_rate: 0.166861 loss_vfl: 0.813599 loss_bbox: 0.277036 loss_dfl: 0.183855 loss: 1.254220 eta: 5 days, 23:35:42 batch_cost: 1.9883 data_cost: 0.0009 ips: 14.0824 images/s [11/14 00:08:57] ppdet.engine INFO: Epoch: [26] [2260/3251] learning_rate: 0.166846 loss_vfl: 0.832790 loss_bbox: 0.271347 loss_dfl: 0.180461 loss: 1.266324 eta: 5 days, 23:35:03 batch_cost: 2.2456 data_cost: 0.0010 ips: 12.4691 images/s [11/14 00:09:44] ppdet.engine INFO: Epoch: [26] [2280/3251] learning_rate: 0.166832 loss_vfl: 0.832630 loss_bbox: 0.289736 loss_dfl: 0.173041 loss: 1.278186 eta: 5 days, 23:34:19 batch_cost: 2.1712 data_cost: 0.0011 ips: 12.8963 images/s [11/14 00:10:28] ppdet.engine INFO: Epoch: [26] [2300/3251] learning_rate: 0.166818 loss_vfl: 0.836024 loss_bbox: 0.288517 loss_dfl: 0.194971 loss: 1.319838 eta: 5 days, 23:33:33 batch_cost: 2.1109 data_cost: 0.0010 ips: 13.2648 images/s [11/14 00:11:14] ppdet.engine INFO: Epoch: [26] [2320/3251] learning_rate: 0.166803 loss_vfl: 0.851863 loss_bbox: 0.281595 loss_dfl: 0.184038 loss: 1.306050 eta: 5 days, 23:32:48 batch_cost: 2.1452 data_cost: 0.0010 ips: 13.0526 images/s [11/14 00:11:59] ppdet.engine INFO: Epoch: [26] [2340/3251] learning_rate: 0.166789 loss_vfl: 0.840176 loss_bbox: 0.263022 loss_dfl: 0.181171 loss: 1.270889 eta: 5 days, 23:31:59 batch_cost: 2.0730 data_cost: 0.0010 ips: 13.5067 images/s [11/14 00:12:44] ppdet.engine INFO: Epoch: [26] [2360/3251] learning_rate: 0.166775 loss_vfl: 0.813376 loss_bbox: 0.294790 loss_dfl: 0.183392 loss: 1.276194 eta: 5 days, 23:31:16 batch_cost: 2.1609 data_cost: 0.0012 ips: 12.9578 images/s [11/14 00:13:30] ppdet.engine INFO: Epoch: [26] [2380/3251] learning_rate: 0.166760 loss_vfl: 0.834093 loss_bbox: 0.287914 loss_dfl: 0.184379 loss: 1.302278 eta: 5 days, 23:30:29 batch_cost: 2.1032 data_cost: 0.0009 ips: 13.3131 images/s [11/14 00:14:17] ppdet.engine INFO: Epoch: [26] [2400/3251] learning_rate: 0.166746 loss_vfl: 0.824633 loss_bbox: 0.277456 loss_dfl: 0.178046 loss: 1.295419 eta: 5 days, 23:29:42 batch_cost: 2.1187 data_cost: 0.0045 ips: 13.2154 images/s [11/14 00:15:02] ppdet.engine INFO: Epoch: [26] [2420/3251] learning_rate: 0.166731 loss_vfl: 0.818676 loss_bbox: 0.298685 loss_dfl: 0.201893 loss: 1.348426 eta: 5 days, 23:28:59 batch_cost: 2.1769 data_cost: 0.0010 ips: 12.8622 images/s [11/14 00:15:47] ppdet.engine INFO: Epoch: [26] [2440/3251] learning_rate: 0.166717 loss_vfl: 0.848166 loss_bbox: 0.262846 loss_dfl: 0.174208 loss: 1.277969 eta: 5 days, 23:28:15 batch_cost: 2.1397 data_cost: 0.0010 ips: 13.0862 images/s [11/14 00:16:31] ppdet.engine INFO: Epoch: [26] [2460/3251] learning_rate: 0.166703 loss_vfl: 0.829464 loss_bbox: 0.291503 loss_dfl: 0.188882 loss: 1.310352 eta: 5 days, 23:27:26 batch_cost: 2.0786 data_cost: 0.0009 ips: 13.4709 images/s [11/14 00:17:17] ppdet.engine INFO: Epoch: [26] [2480/3251] learning_rate: 0.166688 loss_vfl: 0.845903 loss_bbox: 0.278241 loss_dfl: 0.190904 loss: 1.306868 eta: 5 days, 23:26:40 batch_cost: 2.1261 data_cost: 0.0009 ips: 13.1696 images/s [11/14 00:18:04] ppdet.engine INFO: Epoch: [26] [2500/3251] learning_rate: 0.166674 loss_vfl: 0.845986 loss_bbox: 0.294394 loss_dfl: 0.191257 loss: 1.334435 eta: 5 days, 23:26:03 batch_cost: 2.2792 data_cost: 0.0009 ips: 12.2849 images/s [11/14 00:18:49] ppdet.engine INFO: Epoch: [26] [2520/3251] learning_rate: 0.166659 loss_vfl: 0.817812 loss_bbox: 0.268428 loss_dfl: 0.183855 loss: 1.270170 eta: 5 days, 23:25:16 batch_cost: 2.0952 data_cost: 0.0010 ips: 13.3641 images/s [11/14 00:19:36] ppdet.engine INFO: Epoch: [26] [2540/3251] learning_rate: 0.166645 loss_vfl: 0.830853 loss_bbox: 0.290250 loss_dfl: 0.194638 loss: 1.319847 eta: 5 days, 23:24:37 batch_cost: 2.2503 data_cost: 0.0017 ips: 12.4429 images/s [11/14 00:20:22] ppdet.engine INFO: Epoch: [26] [2560/3251] learning_rate: 0.166631 loss_vfl: 0.837388 loss_bbox: 0.297266 loss_dfl: 0.182783 loss: 1.317994 eta: 5 days, 23:23:55 batch_cost: 2.2020 data_cost: 0.0009 ips: 12.7157 images/s [11/14 00:21:09] ppdet.engine INFO: Epoch: [26] [2580/3251] learning_rate: 0.166616 loss_vfl: 0.835610 loss_bbox: 0.275147 loss_dfl: 0.183092 loss: 1.280640 eta: 5 days, 23:23:13 batch_cost: 2.1917 data_cost: 0.0010 ips: 12.7754 images/s [11/14 00:21:53] ppdet.engine INFO: Epoch: [26] [2600/3251] learning_rate: 0.166602 loss_vfl: 0.817045 loss_bbox: 0.307919 loss_dfl: 0.190378 loss: 1.352560 eta: 5 days, 23:22:22 batch_cost: 2.0370 data_cost: 0.0009 ips: 13.7457 images/s [11/14 00:22:40] ppdet.engine INFO: Epoch: [26] [2620/3251] learning_rate: 0.166587 loss_vfl: 0.810711 loss_bbox: 0.320517 loss_dfl: 0.218946 loss: 1.372105 eta: 5 days, 23:21:44 batch_cost: 2.2502 data_cost: 0.0010 ips: 12.4436 images/s [11/14 00:23:26] ppdet.engine INFO: Epoch: [26] [2640/3251] learning_rate: 0.166573 loss_vfl: 0.829141 loss_bbox: 0.293977 loss_dfl: 0.190273 loss: 1.309122 eta: 5 days, 23:20:58 batch_cost: 2.1242 data_cost: 0.0010 ips: 13.1813 images/s [11/14 00:24:13] ppdet.engine INFO: Epoch: [26] [2660/3251] learning_rate: 0.166559 loss_vfl: 0.838672 loss_bbox: 0.339313 loss_dfl: 0.217490 loss: 1.380882 eta: 5 days, 23:20:18 batch_cost: 2.2397 data_cost: 0.0010 ips: 12.5016 images/s [11/14 00:24:58] ppdet.engine INFO: Epoch: [26] [2680/3251] learning_rate: 0.166544 loss_vfl: 0.826887 loss_bbox: 0.299031 loss_dfl: 0.196694 loss: 1.328785 eta: 5 days, 23:19:32 batch_cost: 2.1131 data_cost: 0.0009 ips: 13.2508 images/s [11/14 00:25:42] ppdet.engine INFO: Epoch: [26] [2700/3251] learning_rate: 0.166530 loss_vfl: 0.832656 loss_bbox: 0.270936 loss_dfl: 0.180091 loss: 1.293065 eta: 5 days, 23:18:42 batch_cost: 2.0460 data_cost: 0.0015 ips: 13.6851 images/s [11/14 00:26:29] ppdet.engine INFO: Epoch: [26] [2720/3251] learning_rate: 0.166515 loss_vfl: 0.825894 loss_bbox: 0.270805 loss_dfl: 0.184524 loss: 1.284785 eta: 5 days, 23:17:59 batch_cost: 2.1775 data_cost: 0.0010 ips: 12.8587 images/s [11/14 00:27:16] ppdet.engine INFO: Epoch: [26] [2740/3251] learning_rate: 0.166501 loss_vfl: 0.837049 loss_bbox: 0.313922 loss_dfl: 0.197609 loss: 1.352554 eta: 5 days, 23:17:17 batch_cost: 2.2062 data_cost: 0.0010 ips: 12.6915 images/s [11/14 00:28:02] ppdet.engine INFO: Epoch: [26] [2760/3251] learning_rate: 0.166486 loss_vfl: 0.840450 loss_bbox: 0.279548 loss_dfl: 0.177019 loss: 1.296915 eta: 5 days, 23:16:31 batch_cost: 2.1163 data_cost: 0.0010 ips: 13.2308 images/s [11/14 00:28:47] ppdet.engine INFO: Epoch: [26] [2780/3251] learning_rate: 0.166472 loss_vfl: 0.841201 loss_bbox: 0.319615 loss_dfl: 0.205005 loss: 1.349138 eta: 5 days, 23:15:48 batch_cost: 2.1760 data_cost: 0.0009 ips: 12.8678 images/s [11/14 00:29:33] ppdet.engine INFO: Epoch: [26] [2800/3251] learning_rate: 0.166457 loss_vfl: 0.830099 loss_bbox: 0.299821 loss_dfl: 0.187166 loss: 1.294790 eta: 5 days, 23:15:05 batch_cost: 2.1662 data_cost: 0.0010 ips: 12.9256 images/s [11/14 00:30:20] ppdet.engine INFO: Epoch: [26] [2820/3251] learning_rate: 0.166443 loss_vfl: 0.816868 loss_bbox: 0.317800 loss_dfl: 0.208738 loss: 1.300566 eta: 5 days, 23:14:27 batch_cost: 2.2682 data_cost: 0.0009 ips: 12.3444 images/s [11/14 00:31:05] ppdet.engine INFO: Epoch: [26] [2840/3251] learning_rate: 0.166429 loss_vfl: 0.832493 loss_bbox: 0.272245 loss_dfl: 0.185762 loss: 1.302742 eta: 5 days, 23:13:38 batch_cost: 2.0731 data_cost: 0.0014 ips: 13.5065 images/s [11/14 00:31:51] ppdet.engine INFO: Epoch: [26] [2860/3251] learning_rate: 0.166414 loss_vfl: 0.837911 loss_bbox: 0.311627 loss_dfl: 0.199116 loss: 1.301006 eta: 5 days, 23:12:56 batch_cost: 2.1875 data_cost: 0.0010 ips: 12.7998 images/s [11/14 00:32:36] ppdet.engine INFO: Epoch: [26] [2880/3251] learning_rate: 0.166400 loss_vfl: 0.833989 loss_bbox: 0.320423 loss_dfl: 0.208573 loss: 1.363905 eta: 5 days, 23:12:09 batch_cost: 2.1037 data_cost: 0.0010 ips: 13.3097 images/s [11/14 00:33:24] ppdet.engine INFO: Epoch: [26] [2900/3251] learning_rate: 0.166385 loss_vfl: 0.808549 loss_bbox: 0.282513 loss_dfl: 0.182430 loss: 1.286741 eta: 5 days, 23:11:34 batch_cost: 2.3170 data_cost: 0.0011 ips: 12.0844 images/s [11/14 00:34:11] ppdet.engine INFO: Epoch: [26] [2920/3251] learning_rate: 0.166371 loss_vfl: 0.822087 loss_bbox: 0.271926 loss_dfl: 0.180863 loss: 1.284045 eta: 5 days, 23:10:50 batch_cost: 2.1678 data_cost: 0.0011 ips: 12.9160 images/s [11/14 00:34:58] ppdet.engine INFO: Epoch: [26] [2940/3251] learning_rate: 0.166356 loss_vfl: 0.860939 loss_bbox: 0.274280 loss_dfl: 0.185267 loss: 1.327652 eta: 5 days, 23:10:10 batch_cost: 2.2330 data_cost: 0.0010 ips: 12.5389 images/s [11/14 00:35:45] ppdet.engine INFO: Epoch: [26] [2960/3251] learning_rate: 0.166342 loss_vfl: 0.841657 loss_bbox: 0.270195 loss_dfl: 0.181750 loss: 1.298884 eta: 5 days, 23:09:29 batch_cost: 2.2082 data_cost: 0.0009 ips: 12.6800 images/s [11/14 00:36:32] ppdet.engine INFO: Epoch: [26] [2980/3251] learning_rate: 0.166327 loss_vfl: 0.825162 loss_bbox: 0.292663 loss_dfl: 0.201983 loss: 1.301066 eta: 5 days, 23:08:51 batch_cost: 2.2605 data_cost: 0.0009 ips: 12.3865 images/s [11/14 00:37:18] ppdet.engine INFO: Epoch: [26] [3000/3251] learning_rate: 0.166313 loss_vfl: 0.855110 loss_bbox: 0.272456 loss_dfl: 0.187229 loss: 1.338118 eta: 5 days, 23:08:04 batch_cost: 2.1197 data_cost: 0.0010 ips: 13.2092 images/s [11/14 00:38:05] ppdet.engine INFO: Epoch: [26] [3020/3251] learning_rate: 0.166298 loss_vfl: 0.833545 loss_bbox: 0.315193 loss_dfl: 0.188752 loss: 1.327338 eta: 5 days, 23:07:24 batch_cost: 2.2241 data_cost: 0.0010 ips: 12.5892 images/s [11/14 00:38:53] ppdet.engine INFO: Epoch: [26] [3040/3251] learning_rate: 0.166284 loss_vfl: 0.855838 loss_bbox: 0.297019 loss_dfl: 0.183192 loss: 1.335315 eta: 5 days, 23:06:46 batch_cost: 2.2618 data_cost: 0.0011 ips: 12.3796 images/s [11/14 00:39:39] ppdet.engine INFO: Epoch: [26] [3060/3251] learning_rate: 0.166270 loss_vfl: 0.817964 loss_bbox: 0.315274 loss_dfl: 0.214971 loss: 1.348297 eta: 5 days, 23:06:05 batch_cost: 2.2082 data_cost: 0.0037 ips: 12.6800 images/s [11/14 00:40:24] ppdet.engine INFO: Epoch: [26] [3080/3251] learning_rate: 0.166255 loss_vfl: 0.825950 loss_bbox: 0.290979 loss_dfl: 0.173742 loss: 1.292777 eta: 5 days, 23:05:18 batch_cost: 2.1067 data_cost: 0.0009 ips: 13.2907 images/s [11/14 00:41:09] ppdet.engine INFO: Epoch: [26] [3100/3251] learning_rate: 0.166241 loss_vfl: 0.828838 loss_bbox: 0.300881 loss_dfl: 0.201555 loss: 1.347891 eta: 5 days, 23:04:29 batch_cost: 2.0643 data_cost: 0.0010 ips: 13.5642 images/s [11/14 00:41:54] ppdet.engine INFO: Epoch: [26] [3120/3251] learning_rate: 0.166226 loss_vfl: 0.832896 loss_bbox: 0.322432 loss_dfl: 0.207107 loss: 1.358890 eta: 5 days, 23:03:42 batch_cost: 2.1024 data_cost: 0.0009 ips: 13.3184 images/s [11/14 00:42:39] ppdet.engine INFO: Epoch: [26] [3140/3251] learning_rate: 0.166212 loss_vfl: 0.823258 loss_bbox: 0.265158 loss_dfl: 0.176337 loss: 1.258219 eta: 5 days, 23:02:53 batch_cost: 2.0689 data_cost: 0.0012 ips: 13.5336 images/s [11/14 00:43:27] ppdet.engine INFO: Epoch: [26] [3160/3251] learning_rate: 0.166197 loss_vfl: 0.828928 loss_bbox: 0.292548 loss_dfl: 0.193332 loss: 1.333063 eta: 5 days, 23:02:13 batch_cost: 2.2359 data_cost: 0.0010 ips: 12.5229 images/s [11/14 00:44:13] ppdet.engine INFO: Epoch: [26] [3180/3251] learning_rate: 0.166183 loss_vfl: 0.843823 loss_bbox: 0.292248 loss_dfl: 0.188739 loss: 1.334206 eta: 5 days, 23:01:27 batch_cost: 2.1199 data_cost: 0.0012 ips: 13.2079 images/s [11/14 00:44:58] ppdet.engine INFO: Epoch: [26] [3200/3251] learning_rate: 0.166168 loss_vfl: 0.824489 loss_bbox: 0.276426 loss_dfl: 0.176928 loss: 1.300236 eta: 5 days, 23:00:41 batch_cost: 2.1192 data_cost: 0.0010 ips: 13.2125 images/s [11/14 00:45:45] ppdet.engine INFO: Epoch: [26] [3220/3251] learning_rate: 0.166154 loss_vfl: 0.846668 loss_bbox: 0.258604 loss_dfl: 0.182779 loss: 1.293289 eta: 5 days, 22:59:58 batch_cost: 2.1708 data_cost: 0.0009 ips: 12.8987 images/s [11/14 00:46:31] ppdet.engine INFO: Epoch: [26] [3240/3251] learning_rate: 0.166139 loss_vfl: 0.831063 loss_bbox: 0.267729 loss_dfl: 0.171435 loss: 1.297758 eta: 5 days, 22:59:13 batch_cost: 2.1465 data_cost: 0.0018 ips: 13.0444 images/s [11/14 00:47:07] ppdet.engine INFO: Epoch: [27] [ 0/3251] learning_rate: 0.166131 loss_vfl: 0.860170 loss_bbox: 0.270604 loss_dfl: 0.179859 loss: 1.318699 eta: 5 days, 22:58:57 batch_cost: 2.2708 data_cost: 0.7476 ips: 12.3305 images/s [11/14 00:48:01] ppdet.engine INFO: Epoch: [27] [ 20/3251] learning_rate: 0.166117 loss_vfl: 0.835587 loss_bbox: 0.309851 loss_dfl: 0.195545 loss: 1.363652 eta: 5 days, 22:58:35 batch_cost: 2.5738 data_cost: 0.0011 ips: 10.8789 images/s [11/14 00:48:47] ppdet.engine INFO: Epoch: [27] [ 40/3251] learning_rate: 0.166102 loss_vfl: 0.838252 loss_bbox: 0.301828 loss_dfl: 0.193811 loss: 1.334761 eta: 5 days, 22:57:49 batch_cost: 2.1173 data_cost: 0.0011 ips: 13.2242 images/s [11/14 00:49:35] ppdet.engine INFO: Epoch: [27] [ 60/3251] learning_rate: 0.166088 loss_vfl: 0.840247 loss_bbox: 0.298186 loss_dfl: 0.190936 loss: 1.317124 eta: 5 days, 22:57:14 batch_cost: 2.3239 data_cost: 0.0009 ips: 12.0487 images/s [11/14 00:50:21] ppdet.engine INFO: Epoch: [27] [ 80/3251] learning_rate: 0.166073 loss_vfl: 0.840145 loss_bbox: 0.260671 loss_dfl: 0.169313 loss: 1.302358 eta: 5 days, 22:56:33 batch_cost: 2.2193 data_cost: 0.0013 ips: 12.6166 images/s [11/14 00:51:08] ppdet.engine INFO: Epoch: [27] [ 100/3251] learning_rate: 0.166059 loss_vfl: 0.825866 loss_bbox: 0.343438 loss_dfl: 0.205304 loss: 1.372488 eta: 5 days, 22:55:52 batch_cost: 2.2163 data_cost: 0.0012 ips: 12.6335 images/s [11/14 00:51:53] ppdet.engine INFO: Epoch: [27] [ 120/3251] learning_rate: 0.166044 loss_vfl: 0.830465 loss_bbox: 0.284646 loss_dfl: 0.188693 loss: 1.316889 eta: 5 days, 22:55:08 batch_cost: 2.1453 data_cost: 0.0024 ips: 13.0516 images/s [11/14 00:52:40] ppdet.engine INFO: Epoch: [27] [ 140/3251] learning_rate: 0.166030 loss_vfl: 0.806104 loss_bbox: 0.272840 loss_dfl: 0.172080 loss: 1.250171 eta: 5 days, 22:54:26 batch_cost: 2.2030 data_cost: 0.0019 ips: 12.7101 images/s [11/14 00:53:25] ppdet.engine INFO: Epoch: [27] [ 160/3251] learning_rate: 0.166015 loss_vfl: 0.833846 loss_bbox: 0.267161 loss_dfl: 0.181269 loss: 1.296282 eta: 5 days, 22:53:41 batch_cost: 2.1339 data_cost: 0.0012 ips: 13.1213 images/s [11/14 00:54:11] ppdet.engine INFO: Epoch: [27] [ 180/3251] learning_rate: 0.166001 loss_vfl: 0.827795 loss_bbox: 0.296271 loss_dfl: 0.189575 loss: 1.315311 eta: 5 days, 22:52:58 batch_cost: 2.1781 data_cost: 0.0011 ips: 12.8554 images/s [11/14 00:54:56] ppdet.engine INFO: Epoch: [27] [ 200/3251] learning_rate: 0.165986 loss_vfl: 0.816604 loss_bbox: 0.327501 loss_dfl: 0.210281 loss: 1.357478 eta: 5 days, 22:52:14 batch_cost: 2.1531 data_cost: 0.0012 ips: 13.0043 images/s [11/14 00:55:43] ppdet.engine INFO: Epoch: [27] [ 220/3251] learning_rate: 0.165972 loss_vfl: 0.847148 loss_bbox: 0.290804 loss_dfl: 0.195420 loss: 1.300097 eta: 5 days, 22:51:35 batch_cost: 2.2540 data_cost: 0.0013 ips: 12.4224 images/s [11/14 00:56:31] ppdet.engine INFO: Epoch: [27] [ 240/3251] learning_rate: 0.165957 loss_vfl: 0.841504 loss_bbox: 0.284877 loss_dfl: 0.176110 loss: 1.318586 eta: 5 days, 22:50:57 batch_cost: 2.2694 data_cost: 0.0010 ips: 12.3382 images/s [11/14 00:57:16] ppdet.engine INFO: Epoch: [27] [ 260/3251] learning_rate: 0.165943 loss_vfl: 0.840502 loss_bbox: 0.277449 loss_dfl: 0.184968 loss: 1.319704 eta: 5 days, 22:50:13 batch_cost: 2.1632 data_cost: 0.0013 ips: 12.9436 images/s [11/14 00:58:03] ppdet.engine INFO: Epoch: [27] [ 280/3251] learning_rate: 0.165928 loss_vfl: 0.838948 loss_bbox: 0.301367 loss_dfl: 0.191604 loss: 1.351620 eta: 5 days, 22:49:30 batch_cost: 2.1675 data_cost: 0.0009 ips: 12.9180 images/s [11/14 00:58:50] ppdet.engine INFO: Epoch: [27] [ 300/3251] learning_rate: 0.165913 loss_vfl: 0.837844 loss_bbox: 0.301847 loss_dfl: 0.210209 loss: 1.367231 eta: 5 days, 22:48:51 batch_cost: 2.2533 data_cost: 0.0009 ips: 12.4263 images/s [11/14 00:59:35] ppdet.engine INFO: Epoch: [27] [ 320/3251] learning_rate: 0.165899 loss_vfl: 0.811353 loss_bbox: 0.300290 loss_dfl: 0.193801 loss: 1.288206 eta: 5 days, 22:48:08 batch_cost: 2.1729 data_cost: 0.0011 ips: 12.8861 images/s [11/14 01:00:21] ppdet.engine INFO: Epoch: [27] [ 340/3251] learning_rate: 0.165884 loss_vfl: 0.811307 loss_bbox: 0.273044 loss_dfl: 0.169506 loss: 1.267020 eta: 5 days, 22:47:25 batch_cost: 2.1857 data_cost: 0.0011 ips: 12.8106 images/s [11/14 01:01:06] ppdet.engine INFO: Epoch: [27] [ 360/3251] learning_rate: 0.165870 loss_vfl: 0.818556 loss_bbox: 0.286193 loss_dfl: 0.196799 loss: 1.316615 eta: 5 days, 22:46:39 batch_cost: 2.1071 data_cost: 0.0009 ips: 13.2884 images/s [11/14 01:01:52] ppdet.engine INFO: Epoch: [27] [ 380/3251] learning_rate: 0.165855 loss_vfl: 0.810263 loss_bbox: 0.281889 loss_dfl: 0.196481 loss: 1.291012 eta: 5 days, 22:45:56 batch_cost: 2.1821 data_cost: 0.0009 ips: 12.8314 images/s [11/14 01:02:37] ppdet.engine INFO: Epoch: [27] [ 400/3251] learning_rate: 0.165841 loss_vfl: 0.820303 loss_bbox: 0.277359 loss_dfl: 0.170066 loss: 1.281089 eta: 5 days, 22:45:06 batch_cost: 2.0457 data_cost: 0.0009 ips: 13.6872 images/s [11/14 01:03:24] ppdet.engine INFO: Epoch: [27] [ 420/3251] learning_rate: 0.165826 loss_vfl: 0.842368 loss_bbox: 0.284580 loss_dfl: 0.177818 loss: 1.301090 eta: 5 days, 22:44:26 batch_cost: 2.2417 data_cost: 0.0010 ips: 12.4907 images/s [11/14 01:04:11] ppdet.engine INFO: Epoch: [27] [ 440/3251] learning_rate: 0.165812 loss_vfl: 0.818233 loss_bbox: 0.267051 loss_dfl: 0.170025 loss: 1.276221 eta: 5 days, 22:43:44 batch_cost: 2.1769 data_cost: 0.0013 ips: 12.8625 images/s [11/14 01:04:57] ppdet.engine INFO: Epoch: [27] [ 460/3251] learning_rate: 0.165797 loss_vfl: 0.827824 loss_bbox: 0.308043 loss_dfl: 0.198692 loss: 1.361836 eta: 5 days, 22:43:02 batch_cost: 2.1958 data_cost: 0.0011 ips: 12.7519 images/s [11/14 01:05:44] ppdet.engine INFO: Epoch: [27] [ 480/3251] learning_rate: 0.165783 loss_vfl: 0.843642 loss_bbox: 0.285399 loss_dfl: 0.172237 loss: 1.320262 eta: 5 days, 22:42:16 batch_cost: 2.1335 data_cost: 0.0011 ips: 13.1240 images/s [11/14 01:06:29] ppdet.engine INFO: Epoch: [27] [ 500/3251] learning_rate: 0.165768 loss_vfl: 0.839514 loss_bbox: 0.300562 loss_dfl: 0.193517 loss: 1.312012 eta: 5 days, 22:41:30 batch_cost: 2.1247 data_cost: 0.0017 ips: 13.1785 images/s [11/14 01:07:15] ppdet.engine INFO: Epoch: [27] [ 520/3251] learning_rate: 0.165753 loss_vfl: 0.837578 loss_bbox: 0.282312 loss_dfl: 0.198381 loss: 1.318600 eta: 5 days, 22:40:48 batch_cost: 2.1809 data_cost: 0.0009 ips: 12.8385 images/s [11/14 01:08:03] ppdet.engine INFO: Epoch: [27] [ 540/3251] learning_rate: 0.165739 loss_vfl: 0.826136 loss_bbox: 0.301992 loss_dfl: 0.188670 loss: 1.322008 eta: 5 days, 22:40:11 batch_cost: 2.2883 data_cost: 0.0010 ips: 12.2361 images/s [11/14 01:08:49] ppdet.engine INFO: Epoch: [27] [ 560/3251] learning_rate: 0.165724 loss_vfl: 0.855539 loss_bbox: 0.297880 loss_dfl: 0.200035 loss: 1.338321 eta: 5 days, 22:39:25 batch_cost: 2.1335 data_cost: 0.0016 ips: 13.1237 images/s [11/14 01:09:36] ppdet.engine INFO: Epoch: [27] [ 580/3251] learning_rate: 0.165710 loss_vfl: 0.830654 loss_bbox: 0.312181 loss_dfl: 0.203173 loss: 1.361005 eta: 5 days, 22:38:40 batch_cost: 2.1338 data_cost: 0.0009 ips: 13.1221 images/s [11/14 01:10:20] ppdet.engine INFO: Epoch: [27] [ 600/3251] learning_rate: 0.165695 loss_vfl: 0.839709 loss_bbox: 0.296766 loss_dfl: 0.193584 loss: 1.324528 eta: 5 days, 22:37:51 batch_cost: 2.0536 data_cost: 0.0009 ips: 13.6349 images/s [11/14 01:11:07] ppdet.engine INFO: Epoch: [27] [ 620/3251] learning_rate: 0.165681 loss_vfl: 0.838589 loss_bbox: 0.277057 loss_dfl: 0.179070 loss: 1.280060 eta: 5 days, 22:37:06 batch_cost: 2.1537 data_cost: 0.0010 ips: 13.0009 images/s [11/14 01:11:53] ppdet.engine INFO: Epoch: [27] [ 640/3251] learning_rate: 0.165666 loss_vfl: 0.840872 loss_bbox: 0.282553 loss_dfl: 0.174442 loss: 1.268650 eta: 5 days, 22:36:23 batch_cost: 2.1646 data_cost: 0.0010 ips: 12.9356 images/s [11/14 01:12:39] ppdet.engine INFO: Epoch: [27] [ 660/3251] learning_rate: 0.165651 loss_vfl: 0.855287 loss_bbox: 0.300777 loss_dfl: 0.199871 loss: 1.353925 eta: 5 days, 22:35:39 batch_cost: 2.1525 data_cost: 0.0012 ips: 13.0083 images/s [11/14 01:13:26] ppdet.engine INFO: Epoch: [27] [ 680/3251] learning_rate: 0.165637 loss_vfl: 0.796859 loss_bbox: 0.244744 loss_dfl: 0.162601 loss: 1.220428 eta: 5 days, 22:34:57 batch_cost: 2.1959 data_cost: 0.0012 ips: 12.7512 images/s [11/14 01:14:11] ppdet.engine INFO: Epoch: [27] [ 700/3251] learning_rate: 0.165622 loss_vfl: 0.834391 loss_bbox: 0.283011 loss_dfl: 0.183860 loss: 1.317403 eta: 5 days, 22:34:10 batch_cost: 2.1109 data_cost: 0.0012 ips: 13.2648 images/s [11/14 01:14:57] ppdet.engine INFO: Epoch: [27] [ 720/3251] learning_rate: 0.165608 loss_vfl: 0.835344 loss_bbox: 0.315155 loss_dfl: 0.192241 loss: 1.339457 eta: 5 days, 22:33:23 batch_cost: 2.0997 data_cost: 0.0010 ips: 13.3355 images/s [11/14 01:15:42] ppdet.engine INFO: Epoch: [27] [ 740/3251] learning_rate: 0.165593 loss_vfl: 0.823587 loss_bbox: 0.276996 loss_dfl: 0.181975 loss: 1.298674 eta: 5 days, 22:32:37 batch_cost: 2.1283 data_cost: 0.0009 ips: 13.1559 images/s [11/14 01:16:29] ppdet.engine INFO: Epoch: [27] [ 760/3251] learning_rate: 0.165579 loss_vfl: 0.822091 loss_bbox: 0.290598 loss_dfl: 0.187283 loss: 1.307001 eta: 5 days, 22:31:56 batch_cost: 2.2090 data_cost: 0.0011 ips: 12.6755 images/s [11/14 01:17:13] ppdet.engine INFO: Epoch: [27] [ 780/3251] learning_rate: 0.165564 loss_vfl: 0.804061 loss_bbox: 0.267816 loss_dfl: 0.187611 loss: 1.253938 eta: 5 days, 22:31:08 batch_cost: 2.0784 data_cost: 0.0023 ips: 13.4716 images/s [11/14 01:18:00] ppdet.engine INFO: Epoch: [27] [ 800/3251] learning_rate: 0.165549 loss_vfl: 0.832468 loss_bbox: 0.345128 loss_dfl: 0.213791 loss: 1.385633 eta: 5 days, 22:30:26 batch_cost: 2.1943 data_cost: 0.0013 ips: 12.7601 images/s [11/14 01:18:46] ppdet.engine INFO: Epoch: [27] [ 820/3251] learning_rate: 0.165535 loss_vfl: 0.837376 loss_bbox: 0.290766 loss_dfl: 0.184139 loss: 1.327762 eta: 5 days, 22:29:41 batch_cost: 2.1456 data_cost: 0.0009 ips: 13.0497 images/s [11/14 01:19:33] ppdet.engine INFO: Epoch: [27] [ 840/3251] learning_rate: 0.165520 loss_vfl: 0.836049 loss_bbox: 0.298963 loss_dfl: 0.194624 loss: 1.302223 eta: 5 days, 22:29:02 batch_cost: 2.2443 data_cost: 0.0010 ips: 12.4762 images/s [11/14 01:20:20] ppdet.engine INFO: Epoch: [27] [ 860/3251] learning_rate: 0.165506 loss_vfl: 0.846889 loss_bbox: 0.292679 loss_dfl: 0.192378 loss: 1.334320 eta: 5 days, 22:28:20 batch_cost: 2.2029 data_cost: 0.0010 ips: 12.7105 images/s [11/14 01:21:07] ppdet.engine INFO: Epoch: [27] [ 880/3251] learning_rate: 0.165491 loss_vfl: 0.829329 loss_bbox: 0.262376 loss_dfl: 0.180347 loss: 1.306383 eta: 5 days, 22:27:38 batch_cost: 2.1967 data_cost: 0.0009 ips: 12.7464 images/s [11/14 01:21:54] ppdet.engine INFO: Epoch: [27] [ 900/3251] learning_rate: 0.165476 loss_vfl: 0.850655 loss_bbox: 0.295296 loss_dfl: 0.190695 loss: 1.357189 eta: 5 days, 22:26:58 batch_cost: 2.2289 data_cost: 0.0009 ips: 12.5621 images/s [11/14 01:22:40] ppdet.engine INFO: Epoch: [27] [ 920/3251] learning_rate: 0.165462 loss_vfl: 0.832361 loss_bbox: 0.333298 loss_dfl: 0.206505 loss: 1.384379 eta: 5 days, 22:26:13 batch_cost: 2.1350 data_cost: 0.0011 ips: 13.1148 images/s [11/14 01:23:28] ppdet.engine INFO: Epoch: [27] [ 940/3251] learning_rate: 0.165447 loss_vfl: 0.824071 loss_bbox: 0.294716 loss_dfl: 0.192467 loss: 1.320783 eta: 5 days, 22:25:34 batch_cost: 2.2442 data_cost: 0.0009 ips: 12.4767 images/s [11/14 01:24:14] ppdet.engine INFO: Epoch: [27] [ 960/3251] learning_rate: 0.165432 loss_vfl: 0.826369 loss_bbox: 0.282527 loss_dfl: 0.195510 loss: 1.298450 eta: 5 days, 22:24:49 batch_cost: 2.1400 data_cost: 0.0010 ips: 13.0839 images/s [11/14 01:24:59] ppdet.engine INFO: Epoch: [27] [ 980/3251] learning_rate: 0.165418 loss_vfl: 0.852682 loss_bbox: 0.311569 loss_dfl: 0.195257 loss: 1.351928 eta: 5 days, 22:24:03 batch_cost: 2.1201 data_cost: 0.0010 ips: 13.2071 images/s [11/14 01:25:45] ppdet.engine INFO: Epoch: [27] [1000/3251] learning_rate: 0.165403 loss_vfl: 0.836764 loss_bbox: 0.297657 loss_dfl: 0.189254 loss: 1.329010 eta: 5 days, 22:23:21 batch_cost: 2.1949 data_cost: 0.0017 ips: 12.7570 images/s [11/14 01:26:32] ppdet.engine INFO: Epoch: [27] [1020/3251] learning_rate: 0.165389 loss_vfl: 0.840346 loss_bbox: 0.305226 loss_dfl: 0.197018 loss: 1.329699 eta: 5 days, 22:22:38 batch_cost: 2.1815 data_cost: 0.0011 ips: 12.8353 images/s [11/14 01:27:19] ppdet.engine INFO: Epoch: [27] [1040/3251] learning_rate: 0.165374 loss_vfl: 0.849807 loss_bbox: 0.264787 loss_dfl: 0.187893 loss: 1.281798 eta: 5 days, 22:21:57 batch_cost: 2.2091 data_cost: 0.0011 ips: 12.6751 images/s [11/14 01:28:05] ppdet.engine INFO: Epoch: [27] [1060/3251] learning_rate: 0.165359 loss_vfl: 0.845285 loss_bbox: 0.273548 loss_dfl: 0.181108 loss: 1.312463 eta: 5 days, 22:21:11 batch_cost: 2.1268 data_cost: 0.0009 ips: 13.1650 images/s [11/14 01:28:50] ppdet.engine INFO: Epoch: [27] [1080/3251] learning_rate: 0.165345 loss_vfl: 0.814295 loss_bbox: 0.278822 loss_dfl: 0.183302 loss: 1.277655 eta: 5 days, 22:20:25 batch_cost: 2.1182 data_cost: 0.0126 ips: 13.2187 images/s [11/14 01:29:37] ppdet.engine INFO: Epoch: [27] [1100/3251] learning_rate: 0.165330 loss_vfl: 0.827266 loss_bbox: 0.255961 loss_dfl: 0.173321 loss: 1.243371 eta: 5 days, 22:19:47 batch_cost: 2.2722 data_cost: 0.0009 ips: 12.3229 images/s [11/14 01:30:26] ppdet.engine INFO: Epoch: [27] [1120/3251] learning_rate: 0.165315 loss_vfl: 0.813419 loss_bbox: 0.294637 loss_dfl: 0.197648 loss: 1.297057 eta: 5 days, 22:19:10 batch_cost: 2.2778 data_cost: 0.0012 ips: 12.2924 images/s [11/14 01:31:10] ppdet.engine INFO: Epoch: [27] [1140/3251] learning_rate: 0.165301 loss_vfl: 0.858784 loss_bbox: 0.255395 loss_dfl: 0.174248 loss: 1.316118 eta: 5 days, 22:18:21 batch_cost: 2.0635 data_cost: 0.0015 ips: 13.5693 images/s [11/14 01:31:59] ppdet.engine INFO: Epoch: [27] [1160/3251] learning_rate: 0.165286 loss_vfl: 0.838824 loss_bbox: 0.252860 loss_dfl: 0.176776 loss: 1.253967 eta: 5 days, 22:17:42 batch_cost: 2.2599 data_cost: 0.0010 ips: 12.3900 images/s [11/14 01:32:44] ppdet.engine INFO: Epoch: [27] [1180/3251] learning_rate: 0.165272 loss_vfl: 0.839205 loss_bbox: 0.259002 loss_dfl: 0.173448 loss: 1.320848 eta: 5 days, 22:16:57 batch_cost: 2.1316 data_cost: 0.0010 ips: 13.1359 images/s [11/14 01:33:30] ppdet.engine INFO: Epoch: [27] [1200/3251] learning_rate: 0.165257 loss_vfl: 0.846323 loss_bbox: 0.270804 loss_dfl: 0.184498 loss: 1.321235 eta: 5 days, 22:16:16 batch_cost: 2.2127 data_cost: 0.0009 ips: 12.6542 images/s [11/14 01:34:15] ppdet.engine INFO: Epoch: [27] [1220/3251] learning_rate: 0.165242 loss_vfl: 0.858673 loss_bbox: 0.301816 loss_dfl: 0.192049 loss: 1.346772 eta: 5 days, 22:15:28 batch_cost: 2.0812 data_cost: 0.0011 ips: 13.4536 images/s [11/14 01:35:02] ppdet.engine INFO: Epoch: [27] [1240/3251] learning_rate: 0.165228 loss_vfl: 0.825156 loss_bbox: 0.291628 loss_dfl: 0.189552 loss: 1.305465 eta: 5 days, 22:14:47 batch_cost: 2.2150 data_cost: 0.0010 ips: 12.6413 images/s [11/14 01:35:46] ppdet.engine INFO: Epoch: [27] [1260/3251] learning_rate: 0.165213 loss_vfl: 0.833970 loss_bbox: 0.283060 loss_dfl: 0.184758 loss: 1.301495 eta: 5 days, 22:14:01 batch_cost: 2.1263 data_cost: 0.0014 ips: 13.1681 images/s [11/14 01:36:34] ppdet.engine INFO: Epoch: [27] [1280/3251] learning_rate: 0.165198 loss_vfl: 0.834633 loss_bbox: 0.270809 loss_dfl: 0.172165 loss: 1.306221 eta: 5 days, 22:13:19 batch_cost: 2.2053 data_cost: 0.0010 ips: 12.6969 images/s [11/14 01:37:18] ppdet.engine INFO: Epoch: [27] [1300/3251] learning_rate: 0.165184 loss_vfl: 0.832253 loss_bbox: 0.267478 loss_dfl: 0.180398 loss: 1.297622 eta: 5 days, 22:12:32 batch_cost: 2.0824 data_cost: 0.0009 ips: 13.4457 images/s [11/14 01:38:06] ppdet.engine INFO: Epoch: [27] [1320/3251] learning_rate: 0.165169 loss_vfl: 0.859401 loss_bbox: 0.261283 loss_dfl: 0.181469 loss: 1.307562 eta: 5 days, 22:11:54 batch_cost: 2.2836 data_cost: 0.0021 ips: 12.2613 images/s [11/14 01:38:52] ppdet.engine INFO: Epoch: [27] [1340/3251] learning_rate: 0.165154 loss_vfl: 0.851316 loss_bbox: 0.319974 loss_dfl: 0.196375 loss: 1.339478 eta: 5 days, 22:11:11 batch_cost: 2.1809 data_cost: 0.0009 ips: 12.8390 images/s [11/14 01:39:38] ppdet.engine INFO: Epoch: [27] [1360/3251] learning_rate: 0.165140 loss_vfl: 0.826643 loss_bbox: 0.267924 loss_dfl: 0.174501 loss: 1.251336 eta: 5 days, 22:10:29 batch_cost: 2.1810 data_cost: 0.0010 ips: 12.8381 images/s [11/14 01:40:23] ppdet.engine INFO: Epoch: [27] [1380/3251] learning_rate: 0.165125 loss_vfl: 0.864818 loss_bbox: 0.285119 loss_dfl: 0.187274 loss: 1.324324 eta: 5 days, 22:09:47 batch_cost: 2.1946 data_cost: 0.0010 ips: 12.7588 images/s [11/14 01:41:10] ppdet.engine INFO: Epoch: [27] [1400/3251] learning_rate: 0.165110 loss_vfl: 0.846490 loss_bbox: 0.307771 loss_dfl: 0.208363 loss: 1.336948 eta: 5 days, 22:09:01 batch_cost: 2.1275 data_cost: 0.0009 ips: 13.1610 images/s [11/14 01:41:55] ppdet.engine INFO: Epoch: [27] [1420/3251] learning_rate: 0.165096 loss_vfl: 0.825799 loss_bbox: 0.280441 loss_dfl: 0.187882 loss: 1.311667 eta: 5 days, 22:08:20 batch_cost: 2.2043 data_cost: 0.0009 ips: 12.7025 images/s [11/14 01:42:40] ppdet.engine INFO: Epoch: [27] [1440/3251] learning_rate: 0.165081 loss_vfl: 0.826860 loss_bbox: 0.322759 loss_dfl: 0.198795 loss: 1.330846 eta: 5 days, 22:07:34 batch_cost: 2.1302 data_cost: 0.0010 ips: 13.1444 images/s [11/14 01:43:26] ppdet.engine INFO: Epoch: [27] [1460/3251] learning_rate: 0.165066 loss_vfl: 0.835204 loss_bbox: 0.307585 loss_dfl: 0.192061 loss: 1.336895 eta: 5 days, 22:06:51 batch_cost: 2.1766 data_cost: 0.0009 ips: 12.8639 images/s [11/14 01:44:11] ppdet.engine INFO: Epoch: [27] [1480/3251] learning_rate: 0.165052 loss_vfl: 0.820851 loss_bbox: 0.301698 loss_dfl: 0.187955 loss: 1.323116 eta: 5 days, 22:06:08 batch_cost: 2.1666 data_cost: 0.0011 ips: 12.9235 images/s [11/14 01:44:55] ppdet.engine INFO: Epoch: [27] [1500/3251] learning_rate: 0.165037 loss_vfl: 0.846762 loss_bbox: 0.309550 loss_dfl: 0.193324 loss: 1.344440 eta: 5 days, 22:05:18 batch_cost: 2.0449 data_cost: 0.0010 ips: 13.6924 images/s [11/14 01:45:41] ppdet.engine INFO: Epoch: [27] [1520/3251] learning_rate: 0.165022 loss_vfl: 0.816705 loss_bbox: 0.313178 loss_dfl: 0.190404 loss: 1.323181 eta: 5 days, 22:04:34 batch_cost: 2.1727 data_cost: 0.0009 ips: 12.8870 images/s [11/14 01:46:29] ppdet.engine INFO: Epoch: [27] [1540/3251] learning_rate: 0.165008 loss_vfl: 0.847129 loss_bbox: 0.277611 loss_dfl: 0.182972 loss: 1.318081 eta: 5 days, 22:03:55 batch_cost: 2.2463 data_cost: 0.0010 ips: 12.4651 images/s [11/14 01:47:13] ppdet.engine INFO: Epoch: [27] [1560/3251] learning_rate: 0.164993 loss_vfl: 0.841468 loss_bbox: 0.274600 loss_dfl: 0.180693 loss: 1.307474 eta: 5 days, 22:03:06 batch_cost: 2.0533 data_cost: 0.0009 ips: 13.6369 images/s [11/14 01:47:59] ppdet.engine INFO: Epoch: [27] [1580/3251] learning_rate: 0.164978 loss_vfl: 0.854388 loss_bbox: 0.282811 loss_dfl: 0.179669 loss: 1.321117 eta: 5 days, 22:02:24 batch_cost: 2.1974 data_cost: 0.0010 ips: 12.7426 images/s [11/14 01:48:46] ppdet.engine INFO: Epoch: [27] [1600/3251] learning_rate: 0.164964 loss_vfl: 0.826967 loss_bbox: 0.301398 loss_dfl: 0.196571 loss: 1.311628 eta: 5 days, 22:01:41 batch_cost: 2.1843 data_cost: 0.0010 ips: 12.8188 images/s [11/14 01:49:31] ppdet.engine INFO: Epoch: [27] [1620/3251] learning_rate: 0.164949 loss_vfl: 0.844449 loss_bbox: 0.315266 loss_dfl: 0.188151 loss: 1.327562 eta: 5 days, 22:00:54 batch_cost: 2.0927 data_cost: 0.0009 ips: 13.3796 images/s [11/14 01:50:14] ppdet.engine INFO: Epoch: [27] [1640/3251] learning_rate: 0.164934 loss_vfl: 0.862849 loss_bbox: 0.284501 loss_dfl: 0.184158 loss: 1.324840 eta: 5 days, 21:59:57 batch_cost: 1.9183 data_cost: 0.0009 ips: 14.5966 images/s [11/14 01:51:00] ppdet.engine INFO: Epoch: [27] [1660/3251] learning_rate: 0.164919 loss_vfl: 0.810630 loss_bbox: 0.255715 loss_dfl: 0.172067 loss: 1.259542 eta: 5 days, 21:59:17 batch_cost: 2.2255 data_cost: 0.0009 ips: 12.5814 images/s [11/14 01:51:46] ppdet.engine INFO: Epoch: [27] [1680/3251] learning_rate: 0.164905 loss_vfl: 0.831193 loss_bbox: 0.286752 loss_dfl: 0.190527 loss: 1.315663 eta: 5 days, 21:58:30 batch_cost: 2.1061 data_cost: 0.0011 ips: 13.2945 images/s [11/14 01:52:30] ppdet.engine INFO: Epoch: [27] [1700/3251] learning_rate: 0.164890 loss_vfl: 0.812660 loss_bbox: 0.309394 loss_dfl: 0.196616 loss: 1.328868 eta: 5 days, 21:57:41 batch_cost: 2.0672 data_cost: 0.0017 ips: 13.5447 images/s [11/14 01:53:16] ppdet.engine INFO: Epoch: [27] [1720/3251] learning_rate: 0.164875 loss_vfl: 0.833757 loss_bbox: 0.270418 loss_dfl: 0.177394 loss: 1.326293 eta: 5 days, 21:56:58 batch_cost: 2.1655 data_cost: 0.0009 ips: 12.9301 images/s [11/14 01:54:01] ppdet.engine INFO: Epoch: [27] [1740/3251] learning_rate: 0.164861 loss_vfl: 0.845519 loss_bbox: 0.271491 loss_dfl: 0.175497 loss: 1.303790 eta: 5 days, 21:56:10 batch_cost: 2.0780 data_cost: 0.0010 ips: 13.4747 images/s [11/14 01:54:46] ppdet.engine INFO: Epoch: [27] [1760/3251] learning_rate: 0.164846 loss_vfl: 0.843130 loss_bbox: 0.303720 loss_dfl: 0.196548 loss: 1.329295 eta: 5 days, 21:55:25 batch_cost: 2.1460 data_cost: 0.0010 ips: 13.0476 images/s [11/14 01:55:31] ppdet.engine INFO: Epoch: [27] [1780/3251] learning_rate: 0.164831 loss_vfl: 0.822030 loss_bbox: 0.276009 loss_dfl: 0.184911 loss: 1.285127 eta: 5 days, 21:54:40 batch_cost: 2.1363 data_cost: 0.0010 ips: 13.1068 images/s [11/14 01:56:18] ppdet.engine INFO: Epoch: [27] [1800/3251] learning_rate: 0.164816 loss_vfl: 0.824546 loss_bbox: 0.281708 loss_dfl: 0.185997 loss: 1.282606 eta: 5 days, 21:53:58 batch_cost: 2.2053 data_cost: 0.0010 ips: 12.6968 images/s [11/14 01:57:03] ppdet.engine INFO: Epoch: [27] [1820/3251] learning_rate: 0.164802 loss_vfl: 0.830111 loss_bbox: 0.283854 loss_dfl: 0.192773 loss: 1.328560 eta: 5 days, 21:53:13 batch_cost: 2.1279 data_cost: 0.0009 ips: 13.1582 images/s [11/14 01:57:50] ppdet.engine INFO: Epoch: [27] [1840/3251] learning_rate: 0.164787 loss_vfl: 0.826554 loss_bbox: 0.327763 loss_dfl: 0.207831 loss: 1.357779 eta: 5 days, 21:52:33 batch_cost: 2.2335 data_cost: 0.0009 ips: 12.5363 images/s [11/14 01:58:36] ppdet.engine INFO: Epoch: [27] [1860/3251] learning_rate: 0.164772 loss_vfl: 0.853168 loss_bbox: 0.282805 loss_dfl: 0.184399 loss: 1.311867 eta: 5 days, 21:51:53 batch_cost: 2.2267 data_cost: 0.0013 ips: 12.5747 images/s [11/14 01:59:22] ppdet.engine INFO: Epoch: [27] [1880/3251] learning_rate: 0.164758 loss_vfl: 0.837101 loss_bbox: 0.287304 loss_dfl: 0.184728 loss: 1.321165 eta: 5 days, 21:51:09 batch_cost: 2.1620 data_cost: 0.0010 ips: 12.9510 images/s [11/14 02:00:08] ppdet.engine INFO: Epoch: [27] [1900/3251] learning_rate: 0.164743 loss_vfl: 0.859779 loss_bbox: 0.298917 loss_dfl: 0.190452 loss: 1.349186 eta: 5 days, 21:50:26 batch_cost: 2.1741 data_cost: 0.0011 ips: 12.8790 images/s [11/14 02:00:55] ppdet.engine INFO: Epoch: [27] [1920/3251] learning_rate: 0.164728 loss_vfl: 0.833329 loss_bbox: 0.283612 loss_dfl: 0.180096 loss: 1.301874 eta: 5 days, 21:49:46 batch_cost: 2.2329 data_cost: 0.0012 ips: 12.5399 images/s [11/14 02:01:42] ppdet.engine INFO: Epoch: [27] [1940/3251] learning_rate: 0.164713 loss_vfl: 0.824314 loss_bbox: 0.291280 loss_dfl: 0.187314 loss: 1.310534 eta: 5 days, 21:49:05 batch_cost: 2.2229 data_cost: 0.0010 ips: 12.5962 images/s [11/14 02:02:29] ppdet.engine INFO: Epoch: [27] [1960/3251] learning_rate: 0.164699 loss_vfl: 0.800229 loss_bbox: 0.299438 loss_dfl: 0.187872 loss: 1.291530 eta: 5 days, 21:48:23 batch_cost: 2.1946 data_cost: 0.0010 ips: 12.7588 images/s [11/14 02:03:17] ppdet.engine INFO: Epoch: [27] [1980/3251] learning_rate: 0.164684 loss_vfl: 0.822287 loss_bbox: 0.269849 loss_dfl: 0.178676 loss: 1.291739 eta: 5 days, 21:47:47 batch_cost: 2.3043 data_cost: 0.0009 ips: 12.1513 images/s [11/14 02:04:05] ppdet.engine INFO: Epoch: [27] [2000/3251] learning_rate: 0.164669 loss_vfl: 0.826447 loss_bbox: 0.293457 loss_dfl: 0.206744 loss: 1.347691 eta: 5 days, 21:47:07 batch_cost: 2.2330 data_cost: 0.0009 ips: 12.5394 images/s [11/14 02:04:52] ppdet.engine INFO: Epoch: [27] [2020/3251] learning_rate: 0.164654 loss_vfl: 0.844149 loss_bbox: 0.267082 loss_dfl: 0.171491 loss: 1.294575 eta: 5 days, 21:46:24 batch_cost: 2.1775 data_cost: 0.0010 ips: 12.8585 images/s [11/14 02:05:38] ppdet.engine INFO: Epoch: [27] [2040/3251] learning_rate: 0.164640 loss_vfl: 0.839049 loss_bbox: 0.288766 loss_dfl: 0.195266 loss: 1.329670 eta: 5 days, 21:45:38 batch_cost: 2.1128 data_cost: 0.0010 ips: 13.2526 images/s [11/14 02:06:25] ppdet.engine INFO: Epoch: [27] [2060/3251] learning_rate: 0.164625 loss_vfl: 0.851138 loss_bbox: 0.280403 loss_dfl: 0.174352 loss: 1.327033 eta: 5 days, 21:44:58 batch_cost: 2.2427 data_cost: 0.0010 ips: 12.4848 images/s [11/14 02:07:12] ppdet.engine INFO: Epoch: [27] [2080/3251] learning_rate: 0.164610 loss_vfl: 0.850460 loss_bbox: 0.290458 loss_dfl: 0.187491 loss: 1.298493 eta: 5 days, 21:44:18 batch_cost: 2.2338 data_cost: 0.0017 ips: 12.5346 images/s [11/14 02:07:59] ppdet.engine INFO: Epoch: [27] [2100/3251] learning_rate: 0.164595 loss_vfl: 0.822986 loss_bbox: 0.298529 loss_dfl: 0.190827 loss: 1.302114 eta: 5 days, 21:43:40 batch_cost: 2.2710 data_cost: 0.0010 ips: 12.3296 images/s [11/14 02:08:45] ppdet.engine INFO: Epoch: [27] [2120/3251] learning_rate: 0.164581 loss_vfl: 0.834202 loss_bbox: 0.260953 loss_dfl: 0.170724 loss: 1.302458 eta: 5 days, 21:42:55 batch_cost: 2.1376 data_cost: 0.0016 ips: 13.0987 images/s [11/14 02:09:33] ppdet.engine INFO: Epoch: [27] [2140/3251] learning_rate: 0.164566 loss_vfl: 0.819070 loss_bbox: 0.275065 loss_dfl: 0.184391 loss: 1.322441 eta: 5 days, 21:42:18 batch_cost: 2.2825 data_cost: 0.0014 ips: 12.2674 images/s [11/14 02:10:18] ppdet.engine INFO: Epoch: [27] [2160/3251] learning_rate: 0.164551 loss_vfl: 0.832193 loss_bbox: 0.282106 loss_dfl: 0.172672 loss: 1.302441 eta: 5 days, 21:41:34 batch_cost: 2.1579 data_cost: 0.0010 ips: 12.9758 images/s [11/14 02:11:05] ppdet.engine INFO: Epoch: [27] [2180/3251] learning_rate: 0.164536 loss_vfl: 0.802494 loss_bbox: 0.264608 loss_dfl: 0.175048 loss: 1.281169 eta: 5 days, 21:40:52 batch_cost: 2.1968 data_cost: 0.0010 ips: 12.7457 images/s [11/14 02:11:48] ppdet.engine INFO: Epoch: [27] [2200/3251] learning_rate: 0.164522 loss_vfl: 0.840690 loss_bbox: 0.273821 loss_dfl: 0.183404 loss: 1.306441 eta: 5 days, 21:40:01 batch_cost: 2.0334 data_cost: 0.0010 ips: 13.7697 images/s [11/14 02:12:33] ppdet.engine INFO: Epoch: [27] [2220/3251] learning_rate: 0.164507 loss_vfl: 0.824333 loss_bbox: 0.277290 loss_dfl: 0.182266 loss: 1.301029 eta: 5 days, 21:39:16 batch_cost: 2.1381 data_cost: 0.0012 ips: 13.0959 images/s [11/14 02:13:18] ppdet.engine INFO: Epoch: [27] [2240/3251] learning_rate: 0.164492 loss_vfl: 0.810741 loss_bbox: 0.279360 loss_dfl: 0.201275 loss: 1.290902 eta: 5 days, 21:38:30 batch_cost: 2.1239 data_cost: 0.0009 ips: 13.1835 images/s [11/14 02:14:04] ppdet.engine INFO: Epoch: [27] [2260/3251] learning_rate: 0.164477 loss_vfl: 0.822635 loss_bbox: 0.264237 loss_dfl: 0.188851 loss: 1.285544 eta: 5 days, 21:37:47 batch_cost: 2.1603 data_cost: 0.0016 ips: 12.9614 images/s [11/14 02:14:48] ppdet.engine INFO: Epoch: [27] [2280/3251] learning_rate: 0.164463 loss_vfl: 0.827140 loss_bbox: 0.289529 loss_dfl: 0.186997 loss: 1.299389 eta: 5 days, 21:36:59 batch_cost: 2.0987 data_cost: 0.0010 ips: 13.3419 images/s [11/14 02:15:33] ppdet.engine INFO: Epoch: [27] [2300/3251] learning_rate: 0.164448 loss_vfl: 0.835489 loss_bbox: 0.303893 loss_dfl: 0.207288 loss: 1.358957 eta: 5 days, 21:36:12 batch_cost: 2.0861 data_cost: 0.0010 ips: 13.4224 images/s [11/14 02:16:21] ppdet.engine INFO: Epoch: [27] [2320/3251] learning_rate: 0.164433 loss_vfl: 0.812135 loss_bbox: 0.277000 loss_dfl: 0.188433 loss: 1.270869 eta: 5 days, 21:35:35 batch_cost: 2.2885 data_cost: 0.0009 ips: 12.2353 images/s [11/14 02:17:09] ppdet.engine INFO: Epoch: [27] [2340/3251] learning_rate: 0.164418 loss_vfl: 0.842491 loss_bbox: 0.270226 loss_dfl: 0.178586 loss: 1.301186 eta: 5 days, 21:34:58 batch_cost: 2.3064 data_cost: 0.0009 ips: 12.1403 images/s [11/14 02:17:55] ppdet.engine INFO: Epoch: [27] [2360/3251] learning_rate: 0.164403 loss_vfl: 0.844091 loss_bbox: 0.271991 loss_dfl: 0.186560 loss: 1.315282 eta: 5 days, 21:34:13 batch_cost: 2.1280 data_cost: 0.0009 ips: 13.1581 images/s [11/14 02:18:41] ppdet.engine INFO: Epoch: [27] [2380/3251] learning_rate: 0.164389 loss_vfl: 0.815220 loss_bbox: 0.282037 loss_dfl: 0.189367 loss: 1.309213 eta: 5 days, 21:33:30 batch_cost: 2.1715 data_cost: 0.0009 ips: 12.8944 images/s [11/14 02:19:25] ppdet.engine INFO: Epoch: [27] [2400/3251] learning_rate: 0.164374 loss_vfl: 0.825032 loss_bbox: 0.291714 loss_dfl: 0.186894 loss: 1.317044 eta: 5 days, 21:32:42 batch_cost: 2.0826 data_cost: 0.0010 ips: 13.4450 images/s [11/14 02:20:10] ppdet.engine INFO: Epoch: [27] [2420/3251] learning_rate: 0.164359 loss_vfl: 0.817775 loss_bbox: 0.333643 loss_dfl: 0.204474 loss: 1.348855 eta: 5 days, 21:31:54 batch_cost: 2.0819 data_cost: 0.0010 ips: 13.4495 images/s [11/14 02:20:56] ppdet.engine INFO: Epoch: [27] [2440/3251] learning_rate: 0.164344 loss_vfl: 0.826018 loss_bbox: 0.271428 loss_dfl: 0.184496 loss: 1.293257 eta: 5 days, 21:31:11 batch_cost: 2.1808 data_cost: 0.0009 ips: 12.8392 images/s [11/14 02:21:42] ppdet.engine INFO: Epoch: [27] [2460/3251] learning_rate: 0.164329 loss_vfl: 0.823139 loss_bbox: 0.308367 loss_dfl: 0.198608 loss: 1.320616 eta: 5 days, 21:30:26 batch_cost: 2.1330 data_cost: 0.0009 ips: 13.1268 images/s [11/14 02:22:29] ppdet.engine INFO: Epoch: [27] [2480/3251] learning_rate: 0.164315 loss_vfl: 0.815936 loss_bbox: 0.337730 loss_dfl: 0.208121 loss: 1.366925 eta: 5 days, 21:29:46 batch_cost: 2.2313 data_cost: 0.0020 ips: 12.5488 images/s [11/14 02:23:14] ppdet.engine INFO: Epoch: [27] [2500/3251] learning_rate: 0.164300 loss_vfl: 0.823448 loss_bbox: 0.296220 loss_dfl: 0.205652 loss: 1.318930 eta: 5 days, 21:29:03 batch_cost: 2.1766 data_cost: 0.0009 ips: 12.8642 images/s [11/14 02:23:59] ppdet.engine INFO: Epoch: [27] [2520/3251] learning_rate: 0.164285 loss_vfl: 0.804269 loss_bbox: 0.338954 loss_dfl: 0.206889 loss: 1.286183 eta: 5 days, 21:28:13 batch_cost: 2.0432 data_cost: 0.0019 ips: 13.7043 images/s [11/14 02:24:45] ppdet.engine INFO: Epoch: [27] [2540/3251] learning_rate: 0.164270 loss_vfl: 0.827840 loss_bbox: 0.294302 loss_dfl: 0.205356 loss: 1.340890 eta: 5 days, 21:27:30 batch_cost: 2.1865 data_cost: 0.0009 ips: 12.8057 images/s [11/14 02:25:30] ppdet.engine INFO: Epoch: [27] [2560/3251] learning_rate: 0.164255 loss_vfl: 0.843039 loss_bbox: 0.314060 loss_dfl: 0.197817 loss: 1.364440 eta: 5 days, 21:26:43 batch_cost: 2.0996 data_cost: 0.0009 ips: 13.3361 images/s [11/14 02:26:16] ppdet.engine INFO: Epoch: [27] [2580/3251] learning_rate: 0.164241 loss_vfl: 0.816642 loss_bbox: 0.283185 loss_dfl: 0.185059 loss: 1.316317 eta: 5 days, 21:25:55 batch_cost: 2.0836 data_cost: 0.0013 ips: 13.4383 images/s [11/14 02:27:01] ppdet.engine INFO: Epoch: [27] [2600/3251] learning_rate: 0.164226 loss_vfl: 0.832441 loss_bbox: 0.309298 loss_dfl: 0.198307 loss: 1.379957 eta: 5 days, 21:25:10 batch_cost: 2.1269 data_cost: 0.0011 ips: 13.1645 images/s [11/14 02:27:45] ppdet.engine INFO: Epoch: [27] [2620/3251] learning_rate: 0.164211 loss_vfl: 0.822257 loss_bbox: 0.265782 loss_dfl: 0.173156 loss: 1.299486 eta: 5 days, 21:24:24 batch_cost: 2.1179 data_cost: 0.0011 ips: 13.2209 images/s [11/14 02:28:30] ppdet.engine INFO: Epoch: [27] [2640/3251] learning_rate: 0.164196 loss_vfl: 0.849712 loss_bbox: 0.306718 loss_dfl: 0.191011 loss: 1.340274 eta: 5 days, 21:23:38 batch_cost: 2.1146 data_cost: 0.0010 ips: 13.2411 images/s [11/14 02:29:17] ppdet.engine INFO: Epoch: [27] [2660/3251] learning_rate: 0.164181 loss_vfl: 0.834279 loss_bbox: 0.314580 loss_dfl: 0.202312 loss: 1.365519 eta: 5 days, 21:22:57 batch_cost: 2.2285 data_cost: 0.0013 ips: 12.5645 images/s [11/14 02:30:02] ppdet.engine INFO: Epoch: [27] [2680/3251] learning_rate: 0.164167 loss_vfl: 0.831419 loss_bbox: 0.313809 loss_dfl: 0.199205 loss: 1.342410 eta: 5 days, 21:22:15 batch_cost: 2.1796 data_cost: 0.0010 ips: 12.8461 images/s [11/14 02:30:47] ppdet.engine INFO: Epoch: [27] [2700/3251] learning_rate: 0.164152 loss_vfl: 0.852477 loss_bbox: 0.313434 loss_dfl: 0.194088 loss: 1.330435 eta: 5 days, 21:21:21 batch_cost: 1.9672 data_cost: 0.0009 ips: 14.2337 images/s [11/14 02:31:34] ppdet.engine INFO: Epoch: [27] [2720/3251] learning_rate: 0.164137 loss_vfl: 0.840441 loss_bbox: 0.295493 loss_dfl: 0.178235 loss: 1.318671 eta: 5 days, 21:20:41 batch_cost: 2.2419 data_cost: 0.0015 ips: 12.4895 images/s [11/14 02:32:20] ppdet.engine INFO: Epoch: [27] [2740/3251] learning_rate: 0.164122 loss_vfl: 0.842319 loss_bbox: 0.265219 loss_dfl: 0.193148 loss: 1.308998 eta: 5 days, 21:19:59 batch_cost: 2.1973 data_cost: 0.0010 ips: 12.7427 images/s [11/14 02:33:05] ppdet.engine INFO: Epoch: [27] [2760/3251] learning_rate: 0.164107 loss_vfl: 0.848465 loss_bbox: 0.261630 loss_dfl: 0.166161 loss: 1.324491 eta: 5 days, 21:19:12 batch_cost: 2.1026 data_cost: 0.0010 ips: 13.3171 images/s [11/14 02:33:49] ppdet.engine INFO: Epoch: [27] [2780/3251] learning_rate: 0.164092 loss_vfl: 0.809986 loss_bbox: 0.290055 loss_dfl: 0.188638 loss: 1.328121 eta: 5 days, 21:18:21 batch_cost: 2.0142 data_cost: 0.0018 ips: 13.9016 images/s [11/14 02:34:34] ppdet.engine INFO: Epoch: [27] [2800/3251] learning_rate: 0.164078 loss_vfl: 0.832659 loss_bbox: 0.292812 loss_dfl: 0.198543 loss: 1.307549 eta: 5 days, 21:17:37 batch_cost: 2.1526 data_cost: 0.0010 ips: 13.0077 images/s [11/14 02:35:20] ppdet.engine INFO: Epoch: [27] [2820/3251] learning_rate: 0.164063 loss_vfl: 0.824236 loss_bbox: 0.290196 loss_dfl: 0.182071 loss: 1.315557 eta: 5 days, 21:16:52 batch_cost: 2.1353 data_cost: 0.0011 ips: 13.1131 images/s [11/14 02:36:07] ppdet.engine INFO: Epoch: [27] [2840/3251] learning_rate: 0.164048 loss_vfl: 0.840411 loss_bbox: 0.287195 loss_dfl: 0.182179 loss: 1.331180 eta: 5 days, 21:16:13 batch_cost: 2.2558 data_cost: 0.0012 ips: 12.4122 images/s [11/14 02:36:53] ppdet.engine INFO: Epoch: [27] [2860/3251] learning_rate: 0.164033 loss_vfl: 0.830798 loss_bbox: 0.296387 loss_dfl: 0.187626 loss: 1.320534 eta: 5 days, 21:15:29 batch_cost: 2.1686 data_cost: 0.0009 ips: 12.9117 images/s [11/14 02:37:41] ppdet.engine INFO: Epoch: [27] [2880/3251] learning_rate: 0.164018 loss_vfl: 0.838996 loss_bbox: 0.310887 loss_dfl: 0.202125 loss: 1.381798 eta: 5 days, 21:14:50 batch_cost: 2.2421 data_cost: 0.0009 ips: 12.4881 images/s [11/14 02:38:25] ppdet.engine INFO: Epoch: [27] [2900/3251] learning_rate: 0.164003 loss_vfl: 0.836498 loss_bbox: 0.290666 loss_dfl: 0.185443 loss: 1.278740 eta: 5 days, 21:14:01 batch_cost: 2.0631 data_cost: 0.0009 ips: 13.5720 images/s [11/14 02:39:10] ppdet.engine INFO: Epoch: [27] [2920/3251] learning_rate: 0.163989 loss_vfl: 0.838953 loss_bbox: 0.325608 loss_dfl: 0.202213 loss: 1.371742 eta: 5 days, 21:13:19 batch_cost: 2.1927 data_cost: 0.0010 ips: 12.7699 images/s [11/14 02:39:58] ppdet.engine INFO: Epoch: [27] [2940/3251] learning_rate: 0.163974 loss_vfl: 0.831408 loss_bbox: 0.305886 loss_dfl: 0.188300 loss: 1.318519 eta: 5 days, 21:12:42 batch_cost: 2.3053 data_cost: 0.0009 ips: 12.1460 images/s [11/14 02:40:44] ppdet.engine INFO: Epoch: [27] [2960/3251] learning_rate: 0.163959 loss_vfl: 0.847676 loss_bbox: 0.293254 loss_dfl: 0.182984 loss: 1.321051 eta: 5 days, 21:11:54 batch_cost: 2.0727 data_cost: 0.0009 ips: 13.5091 images/s [11/14 02:41:29] ppdet.engine INFO: Epoch: [27] [2980/3251] learning_rate: 0.163944 loss_vfl: 0.814000 loss_bbox: 0.288305 loss_dfl: 0.195085 loss: 1.315388 eta: 5 days, 21:11:10 batch_cost: 2.1547 data_cost: 0.0012 ips: 12.9948 images/s [11/14 02:42:16] ppdet.engine INFO: Epoch: [27] [3000/3251] learning_rate: 0.163929 loss_vfl: 0.834902 loss_bbox: 0.307131 loss_dfl: 0.193331 loss: 1.353341 eta: 5 days, 21:10:33 batch_cost: 2.2962 data_cost: 0.0010 ips: 12.1939 images/s [11/14 02:43:03] ppdet.engine INFO: Epoch: [27] [3020/3251] learning_rate: 0.163914 loss_vfl: 0.830861 loss_bbox: 0.267814 loss_dfl: 0.184649 loss: 1.333412 eta: 5 days, 21:09:53 batch_cost: 2.2380 data_cost: 0.0010 ips: 12.5113 images/s [11/14 02:43:48] ppdet.engine INFO: Epoch: [27] [3040/3251] learning_rate: 0.163899 loss_vfl: 0.800707 loss_bbox: 0.286552 loss_dfl: 0.191944 loss: 1.286074 eta: 5 days, 21:09:06 batch_cost: 2.0874 data_cost: 0.0009 ips: 13.4141 images/s [11/14 02:44:33] ppdet.engine INFO: Epoch: [27] [3060/3251] learning_rate: 0.163885 loss_vfl: 0.822074 loss_bbox: 0.280981 loss_dfl: 0.185262 loss: 1.320687 eta: 5 days, 21:08:19 batch_cost: 2.0990 data_cost: 0.0009 ips: 13.3395 images/s [11/14 02:45:20] ppdet.engine INFO: Epoch: [27] [3080/3251] learning_rate: 0.163870 loss_vfl: 0.820377 loss_bbox: 0.294367 loss_dfl: 0.187026 loss: 1.320425 eta: 5 days, 21:07:36 batch_cost: 2.1801 data_cost: 0.0016 ips: 12.8432 images/s [11/14 02:46:05] ppdet.engine INFO: Epoch: [27] [3100/3251] learning_rate: 0.163855 loss_vfl: 0.821803 loss_bbox: 0.291680 loss_dfl: 0.191353 loss: 1.315711 eta: 5 days, 21:06:52 batch_cost: 2.1665 data_cost: 0.0010 ips: 12.9242 images/s [11/14 02:46:52] ppdet.engine INFO: Epoch: [27] [3120/3251] learning_rate: 0.163840 loss_vfl: 0.850708 loss_bbox: 0.300577 loss_dfl: 0.190513 loss: 1.336035 eta: 5 days, 21:06:11 batch_cost: 2.2127 data_cost: 0.0010 ips: 12.6542 images/s [11/14 02:47:37] ppdet.engine INFO: Epoch: [27] [3140/3251] learning_rate: 0.163825 loss_vfl: 0.820193 loss_bbox: 0.289771 loss_dfl: 0.189385 loss: 1.296326 eta: 5 days, 21:05:25 batch_cost: 2.1211 data_cost: 0.0014 ips: 13.2007 images/s [11/14 02:48:22] ppdet.engine INFO: Epoch: [27] [3160/3251] learning_rate: 0.163810 loss_vfl: 0.832679 loss_bbox: 0.275386 loss_dfl: 0.187428 loss: 1.281965 eta: 5 days, 21:04:39 batch_cost: 2.1072 data_cost: 0.0009 ips: 13.2880 images/s [11/14 02:49:07] ppdet.engine INFO: Epoch: [27] [3180/3251] learning_rate: 0.163795 loss_vfl: 0.834760 loss_bbox: 0.297132 loss_dfl: 0.190149 loss: 1.320481 eta: 5 days, 21:03:52 batch_cost: 2.1049 data_cost: 0.0011 ips: 13.3021 images/s [11/14 02:49:52] ppdet.engine INFO: Epoch: [27] [3200/3251] learning_rate: 0.163780 loss_vfl: 0.788299 loss_bbox: 0.277409 loss_dfl: 0.176567 loss: 1.253958 eta: 5 days, 21:03:06 batch_cost: 2.1090 data_cost: 0.0010 ips: 13.2767 images/s [11/14 02:50:39] ppdet.engine INFO: Epoch: [27] [3220/3251] learning_rate: 0.163765 loss_vfl: 0.826939 loss_bbox: 0.252343 loss_dfl: 0.162045 loss: 1.251320 eta: 5 days, 21:02:25 batch_cost: 2.2274 data_cost: 0.0010 ips: 12.5704 images/s [11/14 02:51:25] ppdet.engine INFO: Epoch: [27] [3240/3251] learning_rate: 0.163751 loss_vfl: 0.828746 loss_bbox: 0.273833 loss_dfl: 0.177845 loss: 1.270327 eta: 5 days, 21:01:41 batch_cost: 2.1458 data_cost: 0.0014 ips: 13.0486 images/s [11/14 02:51:44] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_lcnet_2_5x_640_mainbody [11/14 02:51:45] ppdet.engine INFO: Eval iter: 0 [11/14 02:52:32] ppdet.engine INFO: Eval iter: 100 [11/14 02:52:57] ppdet.engine INFO: Eval iter: 200 [11/14 02:53:24] ppdet.engine INFO: Eval iter: 300 [11/14 02:53:50] ppdet.engine INFO: Eval iter: 400 [11/14 02:54:17] ppdet.engine INFO: Eval iter: 500 [11/14 02:54:43] ppdet.engine INFO: Eval iter: 600 [11/14 02:55:10] ppdet.engine INFO: Eval iter: 700 [11/14 02:55:37] ppdet.engine INFO: Eval iter: 800 [11/14 02:56:03] ppdet.engine INFO: Eval iter: 900 [11/14 02:56:30] ppdet.engine INFO: Eval iter: 1000 [11/14 02:56:56] ppdet.engine INFO: Eval iter: 1100 [11/14 02:57:22] ppdet.engine INFO: Eval iter: 1200 [11/14 02:57:48] ppdet.engine INFO: Eval iter: 1300 [11/14 02:58:19] ppdet.engine INFO: Eval iter: 1400 [11/14 02:58:46] ppdet.engine INFO: Eval iter: 1500 [11/14 02:59:14] ppdet.engine INFO: Eval iter: 1600 [11/14 02:59:41] ppdet.engine INFO: Eval iter: 1700 [11/14 03:00:09] ppdet.engine INFO: Eval iter: 1800 [11/14 03:00:37] ppdet.engine INFO: Eval iter: 1900 [11/14 03:01:03] ppdet.engine INFO: Eval iter: 2000 [11/14 03:01:33] ppdet.engine INFO: Eval iter: 2100 [11/14 03:02:02] ppdet.engine INFO: Eval iter: 2200 [11/14 03:02:30] ppdet.engine INFO: Eval iter: 2300 [11/14 03:03:29] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json. loading annotations into memory... Done (t=1.19s) creating index... index created! [11/14 03:03:30] ppdet.metrics.coco_utils INFO: Start evaluate... Loading and preparing results... DONE (t=18.15s) creating index... index created! Running per image evaluation... Evaluate annotation type *bbox* DONE (t=374.17s). Accumulating evaluation results... DONE (t=29.73s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.391 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.593 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.414 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.201 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.425 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.522 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.081 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.385 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.590 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.344 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.612 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.753 [11/14 03:10:36] ppdet.engine INFO: Total sample number: 19074, averge FPS: 28.43880448118024 [11/14 03:10:36] ppdet.engine INFO: Best test bbox ap is 0.394. [11/14 03:10:38] ppdet.engine INFO: Epoch: [28] [ 0/3251] learning_rate: 0.163742 loss_vfl: 0.838410 loss_bbox: 0.301558 loss_dfl: 0.190390 loss: 1.332682 eta: 5 days, 21:00:41 batch_cost: 1.4532 data_cost: 0.0014 ips: 19.2681 images/s [11/14 03:11:25] ppdet.engine INFO: Epoch: [28] [ 20/3251] learning_rate: 0.163728 loss_vfl: 0.814264 loss_bbox: 0.312619 loss_dfl: 0.210234 loss: 1.357886 eta: 5 days, 20:59:57 batch_cost: 2.1441 data_cost: 0.0013 ips: 13.0592 images/s [11/14 03:12:13] ppdet.engine INFO: Epoch: [28] [ 40/3251] learning_rate: 0.163713 loss_vfl: 0.826289 loss_bbox: 0.312666 loss_dfl: 0.194923 loss: 1.318803 eta: 5 days, 20:59:15 batch_cost: 2.2128 data_cost: 0.0010 ips: 12.6539 images/s [11/14 03:12:59] ppdet.engine INFO: Epoch: [28] [ 60/3251] learning_rate: 0.163698 loss_vfl: 0.850077 loss_bbox: 0.300902 loss_dfl: 0.192262 loss: 1.310605 eta: 5 days, 20:58:33 batch_cost: 2.1803 data_cost: 0.0010 ips: 12.8422 images/s [11/14 03:13:46] ppdet.engine INFO: Epoch: [28] [ 80/3251] learning_rate: 0.163683 loss_vfl: 0.827045 loss_bbox: 0.311133 loss_dfl: 0.208425 loss: 1.342393 eta: 5 days, 20:57:51 batch_cost: 2.2106 data_cost: 0.0010 ips: 12.6663 images/s [11/14 03:14:33] ppdet.engine INFO: Epoch: [28] [ 100/3251] learning_rate: 0.163668 loss_vfl: 0.810911 loss_bbox: 0.262650 loss_dfl: 0.180788 loss: 1.246341 eta: 5 days, 20:57:13 batch_cost: 2.2591 data_cost: 0.0010 ips: 12.3941 images/s [11/14 03:15:20] ppdet.engine INFO: Epoch: [28] [ 120/3251] learning_rate: 0.163653 loss_vfl: 0.829749 loss_bbox: 0.291796 loss_dfl: 0.187231 loss: 1.276962 eta: 5 days, 20:56:32 batch_cost: 2.2191 data_cost: 0.0009 ips: 12.6177 images/s [11/14 03:16:09] ppdet.engine INFO: Epoch: [28] [ 140/3251] learning_rate: 0.163638 loss_vfl: 0.836808 loss_bbox: 0.293995 loss_dfl: 0.189596 loss: 1.329331 eta: 5 days, 20:55:54 batch_cost: 2.2775 data_cost: 0.0010 ips: 12.2940 images/s [11/14 03:16:54] ppdet.engine INFO: Epoch: [28] [ 160/3251] learning_rate: 0.163623 loss_vfl: 0.842879 loss_bbox: 0.275411 loss_dfl: 0.187146 loss: 1.303468 eta: 5 days, 20:55:08 batch_cost: 2.1128 data_cost: 0.0019 ips: 13.2524 images/s [11/14 03:17:41] ppdet.engine INFO: Epoch: [28] [ 180/3251] learning_rate: 0.163608 loss_vfl: 0.845510 loss_bbox: 0.283848 loss_dfl: 0.183382 loss: 1.286822 eta: 5 days, 20:54:28 batch_cost: 2.2451 data_cost: 0.0011 ips: 12.4717 images/s [11/14 03:18:26] ppdet.engine INFO: Epoch: [28] [ 200/3251] learning_rate: 0.163593 loss_vfl: 0.842013 loss_bbox: 0.275578 loss_dfl: 0.191550 loss: 1.275734 eta: 5 days, 20:53:44 batch_cost: 2.1382 data_cost: 0.0010 ips: 13.0953 images/s [11/14 03:19:11] ppdet.engine INFO: Epoch: [28] [ 220/3251] learning_rate: 0.163578 loss_vfl: 0.844778 loss_bbox: 0.283842 loss_dfl: 0.186180 loss: 1.278995 eta: 5 days, 20:52:59 batch_cost: 2.1461 data_cost: 0.0011 ips: 13.0470 images/s [11/14 03:19:58] ppdet.engine INFO: Epoch: [28] [ 240/3251] learning_rate: 0.163564 loss_vfl: 0.813662 loss_bbox: 0.283334 loss_dfl: 0.199220 loss: 1.305217 eta: 5 days, 20:52:15 batch_cost: 2.1650 data_cost: 0.0012 ips: 12.9332 images/s [11/14 03:20:45] ppdet.engine INFO: Epoch: [28] [ 260/3251] learning_rate: 0.163549 loss_vfl: 0.847012 loss_bbox: 0.281990 loss_dfl: 0.184986 loss: 1.344069 eta: 5 days, 20:51:36 batch_cost: 2.2558 data_cost: 0.0012 ips: 12.4126 images/s [11/14 03:21:31] ppdet.engine INFO: Epoch: [28] [ 280/3251] learning_rate: 0.163534 loss_vfl: 0.827904 loss_bbox: 0.307643 loss_dfl: 0.199901 loss: 1.320575 eta: 5 days, 20:50:53 batch_cost: 2.1665 data_cost: 0.0010 ips: 12.9240 images/s [11/14 03:22:16] ppdet.engine INFO: Epoch: [28] [ 300/3251] learning_rate: 0.163519 loss_vfl: 0.808554 loss_bbox: 0.285542 loss_dfl: 0.189244 loss: 1.289641 eta: 5 days, 20:50:02 batch_cost: 2.0283 data_cost: 0.0010 ips: 13.8049 images/s [11/14 03:23:04] ppdet.engine INFO: Epoch: [28] [ 320/3251] learning_rate: 0.163504 loss_vfl: 0.804254 loss_bbox: 0.330084 loss_dfl: 0.200005 loss: 1.352202 eta: 5 days, 20:49:22 batch_cost: 2.2256 data_cost: 0.0015 ips: 12.5809 images/s [11/14 03:23:51] ppdet.engine INFO: Epoch: [28] [ 340/3251] learning_rate: 0.163489 loss_vfl: 0.838002 loss_bbox: 0.303243 loss_dfl: 0.187975 loss: 1.313565 eta: 5 days, 20:48:41 batch_cost: 2.2147 data_cost: 0.0009 ips: 12.6426 images/s [11/14 03:24:36] ppdet.engine INFO: Epoch: [28] [ 360/3251] learning_rate: 0.163474 loss_vfl: 0.833250 loss_bbox: 0.246706 loss_dfl: 0.166302 loss: 1.251687 eta: 5 days, 20:47:55 batch_cost: 2.1266 data_cost: 0.0011 ips: 13.1666 images/s [11/14 03:25:23] ppdet.engine INFO: Epoch: [28] [ 380/3251] learning_rate: 0.163459 loss_vfl: 0.845811 loss_bbox: 0.304857 loss_dfl: 0.200545 loss: 1.323600 eta: 5 days, 20:47:14 batch_cost: 2.2155 data_cost: 0.0011 ips: 12.6380 images/s [11/14 03:26:07] ppdet.engine INFO: Epoch: [28] [ 400/3251] learning_rate: 0.163444 loss_vfl: 0.815584 loss_bbox: 0.301847 loss_dfl: 0.188182 loss: 1.299124 eta: 5 days, 20:46:27 batch_cost: 2.0971 data_cost: 0.0009 ips: 13.3515 images/s [11/14 03:26:53] ppdet.engine INFO: Epoch: [28] [ 420/3251] learning_rate: 0.163429 loss_vfl: 0.809027 loss_bbox: 0.295145 loss_dfl: 0.192279 loss: 1.313943 eta: 5 days, 20:45:43 batch_cost: 2.1512 data_cost: 0.0010 ips: 13.0159 images/s [11/14 03:27:39] ppdet.engine INFO: Epoch: [28] [ 440/3251] learning_rate: 0.163414 loss_vfl: 0.833313 loss_bbox: 0.286820 loss_dfl: 0.193319 loss: 1.299054 eta: 5 days, 20:44:57 batch_cost: 2.1173 data_cost: 0.0011 ips: 13.2242 images/s [11/14 03:28:25] ppdet.engine INFO: Epoch: [28] [ 460/3251] learning_rate: 0.163399 loss_vfl: 0.808683 loss_bbox: 0.308821 loss_dfl: 0.210209 loss: 1.307950 eta: 5 days, 20:44:13 batch_cost: 2.1546 data_cost: 0.0010 ips: 12.9952 images/s [11/14 03:29:11] ppdet.engine INFO: Epoch: [28] [ 480/3251] learning_rate: 0.163384 loss_vfl: 0.820342 loss_bbox: 0.276908 loss_dfl: 0.186312 loss: 1.282589 eta: 5 days, 20:43:28 batch_cost: 2.1466 data_cost: 0.0010 ips: 13.0437 images/s [11/14 03:29:58] ppdet.engine INFO: Epoch: [28] 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0.853136 loss_bbox: 0.248710 loss_dfl: 0.164004 loss: 1.274985 eta: 5 days, 20:39:55 batch_cost: 2.2043 data_cost: 0.0009 ips: 12.7024 images/s [11/14 03:33:46] ppdet.engine INFO: Epoch: [28] [ 600/3251] learning_rate: 0.163295 loss_vfl: 0.827344 loss_bbox: 0.311305 loss_dfl: 0.208703 loss: 1.383338 eta: 5 days, 20:39:11 batch_cost: 2.1584 data_cost: 0.0009 ips: 12.9725 images/s [11/14 03:34:32] ppdet.engine INFO: Epoch: [28] [ 620/3251] learning_rate: 0.163280 loss_vfl: 0.834542 loss_bbox: 0.247130 loss_dfl: 0.164532 loss: 1.241473 eta: 5 days, 20:38:26 batch_cost: 2.1313 data_cost: 0.0011 ips: 13.1373 images/s [11/14 03:35:18] ppdet.engine INFO: Epoch: [28] [ 640/3251] learning_rate: 0.163265 loss_vfl: 0.815000 loss_bbox: 0.299320 loss_dfl: 0.185977 loss: 1.298513 eta: 5 days, 20:37:41 batch_cost: 2.1251 data_cost: 0.0009 ips: 13.1757 images/s [11/14 03:36:02] ppdet.engine INFO: Epoch: [28] [ 660/3251] learning_rate: 0.163250 loss_vfl: 0.821073 loss_bbox: 0.321024 loss_dfl: 0.203716 loss: 1.330712 eta: 5 days, 20:36:52 batch_cost: 2.0745 data_cost: 0.0009 ips: 13.4972 images/s [11/14 03:36:49] ppdet.engine INFO: Epoch: [28] [ 680/3251] learning_rate: 0.163235 loss_vfl: 0.835676 loss_bbox: 0.296242 loss_dfl: 0.195678 loss: 1.362114 eta: 5 days, 20:36:15 batch_cost: 2.2905 data_cost: 0.0009 ips: 12.2243 images/s [11/14 03:37:34] ppdet.engine INFO: Epoch: [28] [ 700/3251] learning_rate: 0.163220 loss_vfl: 0.821763 loss_bbox: 0.275317 loss_dfl: 0.186300 loss: 1.285220 eta: 5 days, 20:35:29 batch_cost: 2.1186 data_cost: 0.0009 ips: 13.2161 images/s [11/14 03:38:23] ppdet.engine INFO: Epoch: [28] [ 720/3251] learning_rate: 0.163205 loss_vfl: 0.823837 loss_bbox: 0.286640 loss_dfl: 0.197026 loss: 1.337138 eta: 5 days, 20:34:52 batch_cost: 2.2812 data_cost: 0.0009 ips: 12.2740 images/s [11/14 03:39:11] ppdet.engine INFO: Epoch: [28] [ 740/3251] learning_rate: 0.163190 loss_vfl: 0.833776 loss_bbox: 0.287669 loss_dfl: 0.192305 loss: 1.298003 eta: 5 days, 20:34:13 batch_cost: 2.2688 data_cost: 0.0009 ips: 12.3411 images/s [11/14 03:39:57] ppdet.engine INFO: Epoch: [28] [ 760/3251] learning_rate: 0.163175 loss_vfl: 0.839284 loss_bbox: 0.292984 loss_dfl: 0.179692 loss: 1.323231 eta: 5 days, 20:33:32 batch_cost: 2.2177 data_cost: 0.0009 ips: 12.6258 images/s [11/14 03:40:43] ppdet.engine INFO: Epoch: [28] [ 780/3251] learning_rate: 0.163160 loss_vfl: 0.838280 loss_bbox: 0.301050 loss_dfl: 0.190379 loss: 1.310048 eta: 5 days, 20:32:47 batch_cost: 2.1328 data_cost: 0.0009 ips: 13.1284 images/s [11/14 03:41:28] ppdet.engine INFO: Epoch: [28] [ 800/3251] learning_rate: 0.163145 loss_vfl: 0.819900 loss_bbox: 0.306140 loss_dfl: 0.188305 loss: 1.305283 eta: 5 days, 20:32:03 batch_cost: 2.1516 data_cost: 0.0015 ips: 13.0136 images/s [11/14 03:42:13] ppdet.engine INFO: Epoch: [28] [ 820/3251] learning_rate: 0.163130 loss_vfl: 0.841480 loss_bbox: 0.275087 loss_dfl: 0.179709 loss: 1.301796 eta: 5 days, 20:31:17 batch_cost: 2.1238 data_cost: 0.0010 ips: 13.1838 images/s [11/14 03:42:58] ppdet.engine INFO: Epoch: [28] [ 840/3251] learning_rate: 0.163115 loss_vfl: 0.852897 loss_bbox: 0.333708 loss_dfl: 0.216799 loss: 1.402257 eta: 5 days, 20:30:27 batch_cost: 2.0256 data_cost: 0.0010 ips: 13.8229 images/s [11/14 03:43:45] ppdet.engine INFO: Epoch: [28] [ 860/3251] learning_rate: 0.163100 loss_vfl: 0.822744 loss_bbox: 0.274436 loss_dfl: 0.182830 loss: 1.281012 eta: 5 days, 20:29:47 batch_cost: 2.2383 data_cost: 0.0009 ips: 12.5093 images/s [11/14 03:44:30] ppdet.engine INFO: Epoch: [28] [ 880/3251] learning_rate: 0.163085 loss_vfl: 0.844158 loss_bbox: 0.296571 loss_dfl: 0.196404 loss: 1.321460 eta: 5 days, 20:29:01 batch_cost: 2.1242 data_cost: 0.0010 ips: 13.1812 images/s [11/14 03:45:17] ppdet.engine INFO: Epoch: [28] [ 900/3251] learning_rate: 0.163070 loss_vfl: 0.812259 loss_bbox: 0.252685 loss_dfl: 0.170207 loss: 1.267232 eta: 5 days, 20:28:19 batch_cost: 2.1834 data_cost: 0.0011 ips: 12.8238 images/s [11/14 03:46:03] ppdet.engine INFO: Epoch: [28] [ 920/3251] learning_rate: 0.163055 loss_vfl: 0.819856 loss_bbox: 0.301049 loss_dfl: 0.200808 loss: 1.347700 eta: 5 days, 20:27:35 batch_cost: 2.1703 data_cost: 0.0009 ips: 12.9012 images/s [11/14 03:46:49] ppdet.engine INFO: Epoch: [28] [ 940/3251] learning_rate: 0.163040 loss_vfl: 0.828561 loss_bbox: 0.333984 loss_dfl: 0.202986 loss: 1.360857 eta: 5 days, 20:26:51 batch_cost: 2.1574 data_cost: 0.0009 ips: 12.9788 images/s [11/14 03:47:35] ppdet.engine INFO: Epoch: [28] [ 960/3251] learning_rate: 0.163025 loss_vfl: 0.850241 loss_bbox: 0.282540 loss_dfl: 0.177892 loss: 1.330042 eta: 5 days, 20:26:11 batch_cost: 2.2217 data_cost: 0.0010 ips: 12.6031 images/s [11/14 03:48:21] ppdet.engine INFO: Epoch: [28] [ 980/3251] learning_rate: 0.163010 loss_vfl: 0.795781 loss_bbox: 0.301660 loss_dfl: 0.205216 loss: 1.296836 eta: 5 days, 20:25:28 batch_cost: 2.1814 data_cost: 0.0011 ips: 12.8356 images/s [11/14 03:49:09] ppdet.engine INFO: Epoch: [28] [1000/3251] learning_rate: 0.162995 loss_vfl: 0.822005 loss_bbox: 0.298408 loss_dfl: 0.193486 loss: 1.343293 eta: 5 days, 20:24:52 batch_cost: 2.3172 data_cost: 0.0009 ips: 12.0838 images/s [11/14 03:49:55] ppdet.engine INFO: Epoch: [28] [1020/3251] learning_rate: 0.162980 loss_vfl: 0.807441 loss_bbox: 0.303692 loss_dfl: 0.194159 loss: 1.298879 eta: 5 days, 20:24:09 batch_cost: 2.1843 data_cost: 0.0010 ips: 12.8188 images/s [11/14 03:50:42] ppdet.engine INFO: Epoch: [28] [1040/3251] learning_rate: 0.162965 loss_vfl: 0.829175 loss_bbox: 0.264501 loss_dfl: 0.167670 loss: 1.278498 eta: 5 days, 20:23:27 batch_cost: 2.1964 data_cost: 0.0102 ips: 12.7482 images/s [11/14 03:51:29] ppdet.engine INFO: Epoch: [28] [1060/3251] learning_rate: 0.162950 loss_vfl: 0.818372 loss_bbox: 0.269133 loss_dfl: 0.178479 loss: 1.271075 eta: 5 days, 20:22:46 batch_cost: 2.2124 data_cost: 0.0010 ips: 12.6560 images/s [11/14 03:52:15] ppdet.engine INFO: Epoch: [28] [1080/3251] learning_rate: 0.162935 loss_vfl: 0.825554 loss_bbox: 0.270687 loss_dfl: 0.192301 loss: 1.317091 eta: 5 days, 20:22:01 batch_cost: 2.1345 data_cost: 0.0012 ips: 13.1179 images/s [11/14 03:53:03] ppdet.engine INFO: Epoch: [28] [1100/3251] learning_rate: 0.162920 loss_vfl: 0.827823 loss_bbox: 0.291737 loss_dfl: 0.193582 loss: 1.309041 eta: 5 days, 20:21:22 batch_cost: 2.2568 data_cost: 0.0010 ips: 12.4067 images/s [11/14 03:53:48] ppdet.engine INFO: Epoch: [28] [1120/3251] learning_rate: 0.162905 loss_vfl: 0.815077 loss_bbox: 0.265541 loss_dfl: 0.176212 loss: 1.289458 eta: 5 days, 20:20:39 batch_cost: 2.1672 data_cost: 0.0010 ips: 12.9200 images/s [11/14 03:54:36] ppdet.engine INFO: Epoch: [28] [1140/3251] learning_rate: 0.162890 loss_vfl: 0.822602 loss_bbox: 0.315008 loss_dfl: 0.187900 loss: 1.332216 eta: 5 days, 20:19:56 batch_cost: 2.1846 data_cost: 0.0014 ips: 12.8172 images/s [11/14 03:55:19] ppdet.engine INFO: Epoch: [28] [1160/3251] learning_rate: 0.162875 loss_vfl: 0.852043 loss_bbox: 0.264455 loss_dfl: 0.172978 loss: 1.297601 eta: 5 days, 20:19:07 batch_cost: 2.0556 data_cost: 0.0010 ips: 13.6211 images/s [11/14 03:56:09] ppdet.engine INFO: Epoch: [28] [1180/3251] learning_rate: 0.162860 loss_vfl: 0.834221 loss_bbox: 0.275039 loss_dfl: 0.180572 loss: 1.262713 eta: 5 days, 20:18:32 batch_cost: 2.3425 data_cost: 0.0013 ips: 11.9529 images/s [11/14 03:56:54] ppdet.engine INFO: Epoch: [28] [1200/3251] learning_rate: 0.162845 loss_vfl: 0.848258 loss_bbox: 0.299208 loss_dfl: 0.188332 loss: 1.330079 eta: 5 days, 20:17:42 batch_cost: 2.0231 data_cost: 0.0011 ips: 13.8400 images/s [11/14 03:57:38] ppdet.engine INFO: Epoch: [28] [1220/3251] learning_rate: 0.162830 loss_vfl: 0.849099 loss_bbox: 0.287919 loss_dfl: 0.184407 loss: 1.311252 eta: 5 days, 20:16:55 batch_cost: 2.1047 data_cost: 0.0011 ips: 13.3037 images/s [11/14 03:58:24] ppdet.engine INFO: Epoch: [28] [1240/3251] learning_rate: 0.162815 loss_vfl: 0.849420 loss_bbox: 0.285066 loss_dfl: 0.184223 loss: 1.276785 eta: 5 days, 20:16:07 batch_cost: 2.0681 data_cost: 0.0014 ips: 13.5388 images/s [11/14 03:59:08] ppdet.engine INFO: Epoch: [28] [1260/3251] learning_rate: 0.162800 loss_vfl: 0.818676 loss_bbox: 0.317558 loss_dfl: 0.208734 loss: 1.345982 eta: 5 days, 20:15:21 batch_cost: 2.1187 data_cost: 0.0135 ips: 13.2159 images/s [11/14 03:59:55] ppdet.engine INFO: Epoch: [28] [1280/3251] learning_rate: 0.162784 loss_vfl: 0.833183 loss_bbox: 0.281184 loss_dfl: 0.196647 loss: 1.340709 eta: 5 days, 20:14:41 batch_cost: 2.2416 data_cost: 0.0010 ips: 12.4909 images/s [11/14 04:00:40] ppdet.engine INFO: Epoch: [28] [1300/3251] learning_rate: 0.162769 loss_vfl: 0.819686 loss_bbox: 0.266273 loss_dfl: 0.170355 loss: 1.263021 eta: 5 days, 20:13:53 batch_cost: 2.0796 data_cost: 0.0010 ips: 13.4642 images/s [11/14 04:01:28] ppdet.engine INFO: Epoch: [28] [1320/3251] learning_rate: 0.162754 loss_vfl: 0.827490 loss_bbox: 0.257310 loss_dfl: 0.178583 loss: 1.279621 eta: 5 days, 20:13:12 batch_cost: 2.2045 data_cost: 0.0014 ips: 12.7016 images/s [11/14 04:02:13] ppdet.engine INFO: Epoch: [28] [1340/3251] learning_rate: 0.162739 loss_vfl: 0.840513 loss_bbox: 0.270904 loss_dfl: 0.194956 loss: 1.274682 eta: 5 days, 20:12:25 batch_cost: 2.1122 data_cost: 0.0011 ips: 13.2565 images/s [11/14 04:02:58] ppdet.engine INFO: Epoch: [28] [1360/3251] learning_rate: 0.162724 loss_vfl: 0.834580 loss_bbox: 0.307733 loss_dfl: 0.189071 loss: 1.355982 eta: 5 days, 20:11:40 batch_cost: 2.1342 data_cost: 0.0010 ips: 13.1196 images/s [11/14 04:03:44] ppdet.engine INFO: Epoch: [28] [1380/3251] learning_rate: 0.162709 loss_vfl: 0.840127 loss_bbox: 0.284785 loss_dfl: 0.194516 loss: 1.331094 eta: 5 days, 20:10:58 batch_cost: 2.1870 data_cost: 0.0011 ips: 12.8029 images/s [11/14 04:04:29] ppdet.engine INFO: Epoch: [28] [1400/3251] learning_rate: 0.162694 loss_vfl: 0.837938 loss_bbox: 0.282391 loss_dfl: 0.178502 loss: 1.294845 eta: 5 days, 20:10:12 batch_cost: 2.1153 data_cost: 0.0019 ips: 13.2371 images/s [11/14 04:05:16] ppdet.engine INFO: Epoch: [28] [1420/3251] learning_rate: 0.162679 loss_vfl: 0.826506 loss_bbox: 0.280348 loss_dfl: 0.182311 loss: 1.288043 eta: 5 days, 20:09:33 batch_cost: 2.2601 data_cost: 0.0010 ips: 12.3888 images/s [11/14 04:06:03] ppdet.engine INFO: Epoch: [28] [1440/3251] learning_rate: 0.162664 loss_vfl: 0.854212 loss_bbox: 0.295299 loss_dfl: 0.198603 loss: 1.318508 eta: 5 days, 20:08:49 batch_cost: 2.1637 data_cost: 0.0012 ips: 12.9407 images/s [11/14 04:06:48] ppdet.engine INFO: Epoch: [28] [1460/3251] learning_rate: 0.162649 loss_vfl: 0.818556 loss_bbox: 0.335621 loss_dfl: 0.207818 loss: 1.339903 eta: 5 days, 20:08:06 batch_cost: 2.1640 data_cost: 0.0009 ips: 12.9388 images/s [11/14 04:07:34] ppdet.engine INFO: Epoch: [28] [1480/3251] learning_rate: 0.162634 loss_vfl: 0.830766 loss_bbox: 0.277991 loss_dfl: 0.186202 loss: 1.306274 eta: 5 days, 20:07:23 batch_cost: 2.1799 data_cost: 0.0009 ips: 12.8448 images/s [11/14 04:08:18] ppdet.engine INFO: Epoch: [28] [1500/3251] learning_rate: 0.162619 loss_vfl: 0.836188 loss_bbox: 0.291752 loss_dfl: 0.190396 loss: 1.327145 eta: 5 days, 20:06:34 batch_cost: 2.0665 data_cost: 0.0012 ips: 13.5494 images/s [11/14 04:09:03] ppdet.engine INFO: Epoch: [28] [1520/3251] learning_rate: 0.162604 loss_vfl: 0.835218 loss_bbox: 0.253032 loss_dfl: 0.169188 loss: 1.276920 eta: 5 days, 20:05:50 batch_cost: 2.1521 data_cost: 0.0010 ips: 13.0108 images/s [11/14 04:09:49] ppdet.engine INFO: Epoch: [28] [1540/3251] learning_rate: 0.162589 loss_vfl: 0.827607 loss_bbox: 0.266737 loss_dfl: 0.170472 loss: 1.276943 eta: 5 days, 20:05:06 batch_cost: 2.1519 data_cost: 0.0010 ips: 13.0119 images/s [11/14 04:10:36] ppdet.engine INFO: Epoch: [28] [1560/3251] learning_rate: 0.162574 loss_vfl: 0.821544 loss_bbox: 0.312755 loss_dfl: 0.200018 loss: 1.325881 eta: 5 days, 20:04:25 batch_cost: 2.2184 data_cost: 0.0009 ips: 12.6219 images/s [11/14 04:11:22] ppdet.engine INFO: Epoch: [28] [1580/3251] learning_rate: 0.162559 loss_vfl: 0.833959 loss_bbox: 0.286561 loss_dfl: 0.178569 loss: 1.308188 eta: 5 days, 20:03:40 batch_cost: 2.1301 data_cost: 0.0010 ips: 13.1449 images/s [11/14 04:12:09] ppdet.engine INFO: Epoch: [28] [1600/3251] learning_rate: 0.162543 loss_vfl: 0.818133 loss_bbox: 0.311016 loss_dfl: 0.199899 loss: 1.350452 eta: 5 days, 20:02:56 batch_cost: 2.1592 data_cost: 0.0009 ips: 12.9675 images/s [11/14 04:12:53] ppdet.engine INFO: Epoch: [28] [1620/3251] learning_rate: 0.162528 loss_vfl: 0.812972 loss_bbox: 0.268473 loss_dfl: 0.171254 loss: 1.284809 eta: 5 days, 20:02:06 batch_cost: 2.0474 data_cost: 0.0010 ips: 13.6759 images/s [11/14 04:13:40] ppdet.engine INFO: Epoch: [28] [1640/3251] learning_rate: 0.162513 loss_vfl: 0.833356 loss_bbox: 0.315165 loss_dfl: 0.189506 loss: 1.339989 eta: 5 days, 20:01:20 batch_cost: 2.1163 data_cost: 0.0009 ips: 13.2309 images/s [11/14 04:14:25] ppdet.engine INFO: Epoch: [28] [1660/3251] learning_rate: 0.162498 loss_vfl: 0.828680 loss_bbox: 0.296229 loss_dfl: 0.188969 loss: 1.329017 eta: 5 days, 20:00:33 batch_cost: 2.0933 data_cost: 0.0009 ips: 13.3757 images/s [11/14 04:15:12] ppdet.engine INFO: Epoch: [28] [1680/3251] learning_rate: 0.162483 loss_vfl: 0.834151 loss_bbox: 0.293674 loss_dfl: 0.202152 loss: 1.314951 eta: 5 days, 19:59:53 batch_cost: 2.2302 data_cost: 0.0013 ips: 12.5550 images/s [11/14 04:15:58] ppdet.engine INFO: Epoch: [28] [1700/3251] learning_rate: 0.162468 loss_vfl: 0.837973 loss_bbox: 0.288697 loss_dfl: 0.187092 loss: 1.319104 eta: 5 days, 19:59:10 batch_cost: 2.1810 data_cost: 0.0015 ips: 12.8382 images/s [11/14 04:16:45] ppdet.engine INFO: Epoch: [28] [1720/3251] learning_rate: 0.162453 loss_vfl: 0.830585 loss_bbox: 0.247006 loss_dfl: 0.169038 loss: 1.250700 eta: 5 days, 19:58:32 batch_cost: 2.2759 data_cost: 0.0010 ips: 12.3026 images/s [11/14 04:17:30] ppdet.engine INFO: Epoch: [28] [1740/3251] learning_rate: 0.162438 loss_vfl: 0.824067 loss_bbox: 0.308170 loss_dfl: 0.189849 loss: 1.312539 eta: 5 days, 19:57:43 batch_cost: 2.0570 data_cost: 0.0010 ips: 13.6121 images/s [11/14 04:18:16] ppdet.engine INFO: Epoch: [28] [1760/3251] learning_rate: 0.162423 loss_vfl: 0.821336 loss_bbox: 0.309633 loss_dfl: 0.192398 loss: 1.332785 eta: 5 days, 19:56:59 batch_cost: 2.1606 data_cost: 0.0012 ips: 12.9595 images/s [11/14 04:19:04] ppdet.engine INFO: Epoch: [28] [1780/3251] learning_rate: 0.162408 loss_vfl: 0.856272 loss_bbox: 0.277369 loss_dfl: 0.182876 loss: 1.315621 eta: 5 days, 19:56:19 batch_cost: 2.2323 data_cost: 0.0009 ips: 12.5434 images/s [11/14 04:19:50] ppdet.engine INFO: Epoch: [28] [1800/3251] learning_rate: 0.162393 loss_vfl: 0.818379 loss_bbox: 0.282208 loss_dfl: 0.198564 loss: 1.317235 eta: 5 days, 19:55:37 batch_cost: 2.1875 data_cost: 0.0010 ips: 12.7999 images/s [11/14 04:20:35] ppdet.engine INFO: Epoch: [28] [1820/3251] learning_rate: 0.162377 loss_vfl: 0.852619 loss_bbox: 0.283110 loss_dfl: 0.182948 loss: 1.301800 eta: 5 days, 19:54:51 batch_cost: 2.1216 data_cost: 0.0010 ips: 13.1979 images/s [11/14 04:21:22] ppdet.engine INFO: Epoch: [28] [1840/3251] learning_rate: 0.162362 loss_vfl: 0.840434 loss_bbox: 0.265351 loss_dfl: 0.173463 loss: 1.290724 eta: 5 days, 19:54:10 batch_cost: 2.2206 data_cost: 0.0009 ips: 12.6093 images/s [11/14 04:22:09] ppdet.engine INFO: Epoch: [28] [1860/3251] learning_rate: 0.162347 loss_vfl: 0.833123 loss_bbox: 0.302244 loss_dfl: 0.190167 loss: 1.331705 eta: 5 days, 19:53:28 batch_cost: 2.1986 data_cost: 0.0009 ips: 12.7354 images/s [11/14 04:22:55] ppdet.engine INFO: Epoch: [28] [1880/3251] learning_rate: 0.162332 loss_vfl: 0.834101 loss_bbox: 0.283617 loss_dfl: 0.182311 loss: 1.296258 eta: 5 days, 19:52:45 batch_cost: 2.1698 data_cost: 0.0013 ips: 12.9042 images/s [11/14 04:23:40] ppdet.engine INFO: Epoch: [28] [1900/3251] learning_rate: 0.162317 loss_vfl: 0.829782 loss_bbox: 0.303639 loss_dfl: 0.194578 loss: 1.340188 eta: 5 days, 19:51:59 batch_cost: 2.1080 data_cost: 0.0010 ips: 13.2825 images/s [11/14 04:24:27] ppdet.engine INFO: Epoch: [28] [1920/3251] learning_rate: 0.162302 loss_vfl: 0.829661 loss_bbox: 0.260889 loss_dfl: 0.173828 loss: 1.261027 eta: 5 days, 19:51:18 batch_cost: 2.2198 data_cost: 0.0009 ips: 12.6138 images/s [11/14 04:25:13] ppdet.engine INFO: Epoch: [28] [1940/3251] learning_rate: 0.162287 loss_vfl: 0.854110 loss_bbox: 0.280071 loss_dfl: 0.186433 loss: 1.305205 eta: 5 days, 19:50:35 batch_cost: 2.1789 data_cost: 0.0014 ips: 12.8508 images/s [11/14 04:25:58] ppdet.engine INFO: Epoch: [28] [1960/3251] learning_rate: 0.162272 loss_vfl: 0.838292 loss_bbox: 0.293454 loss_dfl: 0.193465 loss: 1.324680 eta: 5 days, 19:49:50 batch_cost: 2.1445 data_cost: 0.0010 ips: 13.0566 images/s [11/14 04:26:44] ppdet.engine INFO: Epoch: [28] [1980/3251] learning_rate: 0.162257 loss_vfl: 0.824698 loss_bbox: 0.275742 loss_dfl: 0.187932 loss: 1.312592 eta: 5 days, 19:49:07 batch_cost: 2.1720 data_cost: 0.0014 ips: 12.8913 images/s [11/14 04:27:31] ppdet.engine INFO: Epoch: [28] [2000/3251] learning_rate: 0.162241 loss_vfl: 0.824082 loss_bbox: 0.285443 loss_dfl: 0.193167 loss: 1.306254 eta: 5 days, 19:48:25 batch_cost: 2.1878 data_cost: 0.0012 ips: 12.7980 images/s [11/14 04:28:15] ppdet.engine INFO: Epoch: [28] [2020/3251] learning_rate: 0.162226 loss_vfl: 0.848761 loss_bbox: 0.283760 loss_dfl: 0.184595 loss: 1.323217 eta: 5 days, 19:47:32 batch_cost: 1.9752 data_cost: 0.0015 ips: 14.1760 images/s [11/14 04:29:00] ppdet.engine INFO: Epoch: [28] [2040/3251] learning_rate: 0.162211 loss_vfl: 0.838673 loss_bbox: 0.280534 loss_dfl: 0.183576 loss: 1.311122 eta: 5 days, 19:46:45 batch_cost: 2.0950 data_cost: 0.0011 ips: 13.3653 images/s Corrupt JPEG data: 33378 extraneous bytes before marker 0xe2 [11/14 04:29:45] ppdet.engine INFO: Epoch: [28] [2060/3251] learning_rate: 0.162196 loss_vfl: 0.838977 loss_bbox: 0.267514 loss_dfl: 0.173368 loss: 1.274873 eta: 5 days, 19:46:01 batch_cost: 2.1602 data_cost: 0.0009 ips: 12.9616 images/s [11/14 04:30:33] ppdet.engine INFO: Epoch: [28] [2080/3251] learning_rate: 0.162181 loss_vfl: 0.848722 loss_bbox: 0.295079 loss_dfl: 0.186072 loss: 1.334208 eta: 5 days, 19:45:21 batch_cost: 2.2396 data_cost: 0.0009 ips: 12.5025 images/s [11/14 04:31:20] ppdet.engine INFO: Epoch: [28] [2100/3251] learning_rate: 0.162166 loss_vfl: 0.830959 loss_bbox: 0.279952 loss_dfl: 0.184070 loss: 1.297765 eta: 5 days, 19:44:40 batch_cost: 2.2090 data_cost: 0.0009 ips: 12.6756 images/s [11/14 04:32:07] ppdet.engine INFO: Epoch: [28] [2120/3251] learning_rate: 0.162151 loss_vfl: 0.830251 loss_bbox: 0.320042 loss_dfl: 0.203049 loss: 1.314175 eta: 5 days, 19:43:58 batch_cost: 2.2047 data_cost: 0.0016 ips: 12.7002 images/s [11/14 04:32:53] ppdet.engine INFO: Epoch: [28] [2140/3251] learning_rate: 0.162135 loss_vfl: 0.827845 loss_bbox: 0.298239 loss_dfl: 0.192898 loss: 1.321669 eta: 5 days, 19:43:16 batch_cost: 2.1933 data_cost: 0.0009 ips: 12.7664 images/s [11/14 04:33:41] ppdet.engine INFO: Epoch: [28] [2160/3251] learning_rate: 0.162120 loss_vfl: 0.833377 loss_bbox: 0.295015 loss_dfl: 0.201933 loss: 1.327946 eta: 5 days, 19:42:37 batch_cost: 2.2630 data_cost: 0.0017 ips: 12.3729 images/s [11/14 04:34:26] ppdet.engine INFO: Epoch: [28] [2180/3251] learning_rate: 0.162105 loss_vfl: 0.833369 loss_bbox: 0.282087 loss_dfl: 0.185465 loss: 1.299510 eta: 5 days, 19:41:50 batch_cost: 2.0851 data_cost: 0.0009 ips: 13.4288 images/s [11/14 04:35:13] ppdet.engine INFO: Epoch: [28] [2200/3251] learning_rate: 0.162090 loss_vfl: 0.831057 loss_bbox: 0.311608 loss_dfl: 0.206697 loss: 1.343951 eta: 5 days, 19:41:11 batch_cost: 2.2526 data_cost: 0.0010 ips: 12.4303 images/s [11/14 04:36:00] ppdet.engine INFO: Epoch: [28] [2220/3251] learning_rate: 0.162075 loss_vfl: 0.820443 loss_bbox: 0.296008 loss_dfl: 0.184298 loss: 1.335523 eta: 5 days, 19:40:31 batch_cost: 2.2365 data_cost: 0.0010 ips: 12.5195 images/s [11/14 04:36:48] ppdet.engine INFO: Epoch: [28] [2240/3251] learning_rate: 0.162060 loss_vfl: 0.832183 loss_bbox: 0.304510 loss_dfl: 0.192707 loss: 1.315918 eta: 5 days, 19:39:51 batch_cost: 2.2374 data_cost: 0.0009 ips: 12.5143 images/s [11/14 04:37:32] ppdet.engine INFO: Epoch: [28] [2260/3251] learning_rate: 0.162045 loss_vfl: 0.850066 loss_bbox: 0.269555 loss_dfl: 0.181340 loss: 1.310679 eta: 5 days, 19:39:02 batch_cost: 2.0572 data_cost: 0.0010 ips: 13.6108 images/s [11/14 04:38:20] ppdet.engine INFO: Epoch: [28] [2280/3251] learning_rate: 0.162029 loss_vfl: 0.811626 loss_bbox: 0.301439 loss_dfl: 0.190069 loss: 1.307712 eta: 5 days, 19:38:25 batch_cost: 2.2970 data_cost: 0.0015 ips: 12.1899 images/s [11/14 04:39:06] ppdet.engine INFO: Epoch: [28] [2300/3251] learning_rate: 0.162014 loss_vfl: 0.810163 loss_bbox: 0.284971 loss_dfl: 0.182384 loss: 1.264994 eta: 5 days, 19:37:44 batch_cost: 2.2276 data_cost: 0.0009 ips: 12.5693 images/s [11/14 04:39:51] ppdet.engine INFO: Epoch: [28] [2320/3251] learning_rate: 0.161999 loss_vfl: 0.824143 loss_bbox: 0.255914 loss_dfl: 0.180970 loss: 1.261573 eta: 5 days, 19:37:00 batch_cost: 2.1507 data_cost: 0.0009 ips: 13.0190 images/s [11/14 04:40:38] ppdet.engine INFO: Epoch: [28] [2340/3251] learning_rate: 0.161984 loss_vfl: 0.826864 loss_bbox: 0.255439 loss_dfl: 0.171355 loss: 1.263185 eta: 5 days, 19:36:19 batch_cost: 2.2108 data_cost: 0.0009 ips: 12.6651 images/s [11/14 04:41:26] ppdet.engine INFO: Epoch: [28] [2360/3251] learning_rate: 0.161969 loss_vfl: 0.832804 loss_bbox: 0.321190 loss_dfl: 0.204846 loss: 1.365388 eta: 5 days, 19:35:39 batch_cost: 2.2509 data_cost: 0.0021 ips: 12.4393 images/s [11/14 04:42:13] ppdet.engine INFO: Epoch: [28] [2380/3251] learning_rate: 0.161954 loss_vfl: 0.847663 loss_bbox: 0.268438 loss_dfl: 0.179379 loss: 1.289037 eta: 5 days, 19:34:58 batch_cost: 2.2162 data_cost: 0.0011 ips: 12.6344 images/s [11/14 04:42:57] ppdet.engine INFO: Epoch: [28] [2400/3251] learning_rate: 0.161938 loss_vfl: 0.819487 loss_bbox: 0.290673 loss_dfl: 0.192564 loss: 1.331806 eta: 5 days, 19:34:10 batch_cost: 2.0796 data_cost: 0.0009 ips: 13.4644 images/s [11/14 04:43:43] ppdet.engine INFO: Epoch: [28] [2420/3251] learning_rate: 0.161923 loss_vfl: 0.840131 loss_bbox: 0.319130 loss_dfl: 0.195447 loss: 1.343734 eta: 5 days, 19:33:25 batch_cost: 2.1338 data_cost: 0.0014 ips: 13.1223 images/s [11/14 04:44:28] ppdet.engine INFO: Epoch: [28] [2440/3251] learning_rate: 0.161908 loss_vfl: 0.830457 loss_bbox: 0.268552 loss_dfl: 0.176706 loss: 1.296257 eta: 5 days, 19:32:41 batch_cost: 2.1440 data_cost: 0.0010 ips: 13.0595 images/s [11/14 04:45:15] ppdet.engine INFO: Epoch: [28] [2460/3251] learning_rate: 0.161893 loss_vfl: 0.842589 loss_bbox: 0.328504 loss_dfl: 0.202802 loss: 1.353975 eta: 5 days, 19:31:57 batch_cost: 2.1639 data_cost: 0.0012 ips: 12.9398 images/s [11/14 04:46:00] ppdet.engine INFO: Epoch: [28] [2480/3251] learning_rate: 0.161878 loss_vfl: 0.836678 loss_bbox: 0.263686 loss_dfl: 0.184605 loss: 1.289002 eta: 5 days, 19:31:10 batch_cost: 2.1020 data_cost: 0.0009 ips: 13.3206 images/s [11/14 04:46:47] ppdet.engine INFO: Epoch: [28] [2500/3251] learning_rate: 0.161863 loss_vfl: 0.811852 loss_bbox: 0.307996 loss_dfl: 0.189538 loss: 1.298731 eta: 5 days, 19:30:30 batch_cost: 2.2309 data_cost: 0.0009 ips: 12.5508 images/s [11/14 04:47:31] ppdet.engine INFO: Epoch: [28] [2520/3251] learning_rate: 0.161847 loss_vfl: 0.807995 loss_bbox: 0.284748 loss_dfl: 0.178539 loss: 1.286923 eta: 5 days, 19:29:40 batch_cost: 2.0233 data_cost: 0.0016 ips: 13.8389 images/s [11/14 04:48:16] ppdet.engine INFO: Epoch: [28] [2540/3251] learning_rate: 0.161832 loss_vfl: 0.829718 loss_bbox: 0.333770 loss_dfl: 0.214782 loss: 1.400470 eta: 5 days, 19:28:52 batch_cost: 2.0827 data_cost: 0.0013 ips: 13.4439 images/s [11/14 04:49:04] ppdet.engine INFO: Epoch: [28] [2560/3251] learning_rate: 0.161817 loss_vfl: 0.823020 loss_bbox: 0.257273 loss_dfl: 0.177036 loss: 1.274390 eta: 5 days, 19:28:11 batch_cost: 2.2277 data_cost: 0.0010 ips: 12.5691 images/s [11/14 04:49:47] ppdet.engine INFO: Epoch: [28] [2580/3251] learning_rate: 0.161802 loss_vfl: 0.815370 loss_bbox: 0.271721 loss_dfl: 0.179972 loss: 1.262409 eta: 5 days, 19:27:23 batch_cost: 2.0633 data_cost: 0.0010 ips: 13.5708 images/s [11/14 04:50:34] ppdet.engine INFO: Epoch: [28] [2600/3251] learning_rate: 0.161787 loss_vfl: 0.841154 loss_bbox: 0.282040 loss_dfl: 0.184885 loss: 1.291777 eta: 5 days, 19:26:40 batch_cost: 2.1841 data_cost: 0.0010 ips: 12.8199 images/s [11/14 04:51:21] ppdet.engine INFO: Epoch: [28] [2620/3251] learning_rate: 0.161771 loss_vfl: 0.828151 loss_bbox: 0.262791 loss_dfl: 0.175155 loss: 1.253174 eta: 5 days, 19:25:59 batch_cost: 2.2085 data_cost: 0.0010 ips: 12.6783 images/s [11/14 04:52:04] ppdet.engine INFO: Epoch: [28] [2640/3251] learning_rate: 0.161756 loss_vfl: 0.842840 loss_bbox: 0.290292 loss_dfl: 0.186664 loss: 1.324923 eta: 5 days, 19:25:07 batch_cost: 1.9982 data_cost: 0.0015 ips: 14.0126 images/s [11/14 04:52:49] ppdet.engine INFO: Epoch: [28] [2660/3251] learning_rate: 0.161741 loss_vfl: 0.854361 loss_bbox: 0.273320 loss_dfl: 0.181941 loss: 1.300774 eta: 5 days, 19:24:19 batch_cost: 2.0645 data_cost: 0.0010 ips: 13.5625 images/s [11/14 04:53:34] ppdet.engine INFO: Epoch: [28] [2680/3251] learning_rate: 0.161726 loss_vfl: 0.840186 loss_bbox: 0.276277 loss_dfl: 0.188483 loss: 1.329893 eta: 5 days, 19:23:34 batch_cost: 2.1522 data_cost: 0.0010 ips: 13.0102 images/s [11/14 04:54:19] ppdet.engine INFO: Epoch: [28] [2700/3251] learning_rate: 0.161711 loss_vfl: 0.832900 loss_bbox: 0.314437 loss_dfl: 0.196987 loss: 1.363666 eta: 5 days, 19:22:51 batch_cost: 2.1597 data_cost: 0.0020 ips: 12.9649 images/s [11/14 04:55:05] ppdet.engine INFO: Epoch: [28] [2720/3251] learning_rate: 0.161695 loss_vfl: 0.825234 loss_bbox: 0.327939 loss_dfl: 0.207319 loss: 1.362452 eta: 5 days, 19:22:09 batch_cost: 2.1974 data_cost: 0.0010 ips: 12.7421 images/s [11/14 04:55:50] ppdet.engine INFO: Epoch: [28] [2740/3251] learning_rate: 0.161680 loss_vfl: 0.833576 loss_bbox: 0.290379 loss_dfl: 0.198348 loss: 1.305315 eta: 5 days, 19:21:19 batch_cost: 2.0352 data_cost: 0.0010 ips: 13.7582 images/s [11/14 04:56:37] ppdet.engine INFO: Epoch: [28] [2760/3251] learning_rate: 0.161665 loss_vfl: 0.841272 loss_bbox: 0.273645 loss_dfl: 0.188789 loss: 1.302292 eta: 5 days, 19:20:36 batch_cost: 2.1784 data_cost: 0.0167 ips: 12.8535 images/s [11/14 04:57:22] ppdet.engine INFO: Epoch: [28] [2780/3251] learning_rate: 0.161650 loss_vfl: 0.811085 loss_bbox: 0.290468 loss_dfl: 0.202918 loss: 1.299141 eta: 5 days, 19:19:46 batch_cost: 2.0448 data_cost: 0.0010 ips: 13.6935 images/s [11/14 04:58:06] ppdet.engine INFO: Epoch: [28] [2800/3251] learning_rate: 0.161634 loss_vfl: 0.842287 loss_bbox: 0.298319 loss_dfl: 0.186226 loss: 1.325518 eta: 5 days, 19:18:58 batch_cost: 2.0601 data_cost: 0.0010 ips: 13.5916 images/s [11/14 04:58:52] ppdet.engine INFO: Epoch: [28] [2820/3251] learning_rate: 0.161619 loss_vfl: 0.832467 loss_bbox: 0.320418 loss_dfl: 0.212124 loss: 1.367348 eta: 5 days, 19:18:15 batch_cost: 2.1853 data_cost: 0.0010 ips: 12.8130 images/s [11/14 04:59:37] ppdet.engine INFO: Epoch: [28] [2840/3251] learning_rate: 0.161604 loss_vfl: 0.835431 loss_bbox: 0.336153 loss_dfl: 0.210566 loss: 1.377975 eta: 5 days, 19:17:30 batch_cost: 2.1389 data_cost: 0.0009 ips: 13.0907 images/s [11/14 05:00:23] ppdet.engine INFO: Epoch: [28] [2860/3251] learning_rate: 0.161589 loss_vfl: 0.846406 loss_bbox: 0.263222 loss_dfl: 0.169129 loss: 1.277327 eta: 5 days, 19:16:47 batch_cost: 2.1662 data_cost: 0.0010 ips: 12.9256 images/s [11/14 05:01:09] ppdet.engine INFO: Epoch: [28] [2880/3251] learning_rate: 0.161574 loss_vfl: 0.836992 loss_bbox: 0.280883 loss_dfl: 0.180859 loss: 1.320299 eta: 5 days, 19:16:04 batch_cost: 2.1737 data_cost: 0.0010 ips: 12.8815 images/s [11/14 05:01:54] ppdet.engine INFO: Epoch: [28] [2900/3251] learning_rate: 0.161558 loss_vfl: 0.821686 loss_bbox: 0.282500 loss_dfl: 0.179258 loss: 1.301089 eta: 5 days, 19:15:16 batch_cost: 2.0909 data_cost: 0.0009 ips: 13.3914 images/s [11/14 05:02:40] ppdet.engine INFO: Epoch: [28] [2920/3251] learning_rate: 0.161543 loss_vfl: 0.820185 loss_bbox: 0.319513 loss_dfl: 0.212521 loss: 1.333447 eta: 5 days, 19:14:33 batch_cost: 2.1779 data_cost: 0.0010 ips: 12.8563 images/s [11/14 05:03:24] ppdet.engine INFO: Epoch: [28] [2940/3251] learning_rate: 0.161528 loss_vfl: 0.804106 loss_bbox: 0.283582 loss_dfl: 0.192161 loss: 1.292273 eta: 5 days, 19:13:46 batch_cost: 2.0805 data_cost: 0.0014 ips: 13.4586 images/s [11/14 05:04:11] ppdet.engine INFO: Epoch: [28] [2960/3251] learning_rate: 0.161513 loss_vfl: 0.808959 loss_bbox: 0.322621 loss_dfl: 0.199680 loss: 1.367560 eta: 5 days, 19:13:05 batch_cost: 2.2213 data_cost: 0.0009 ips: 12.6053 images/s [11/14 05:04:56] ppdet.engine INFO: Epoch: [28] [2980/3251] learning_rate: 0.161497 loss_vfl: 0.839969 loss_bbox: 0.297755 loss_dfl: 0.188006 loss: 1.316339 eta: 5 days, 19:12:19 batch_cost: 2.1157 data_cost: 0.0010 ips: 13.2342 images/s [11/14 05:05:42] ppdet.engine INFO: Epoch: [28] [3000/3251] learning_rate: 0.161482 loss_vfl: 0.837155 loss_bbox: 0.282324 loss_dfl: 0.182284 loss: 1.310880 eta: 5 days, 19:11:32 batch_cost: 2.0886 data_cost: 0.0010 ips: 13.4062 images/s [11/14 05:06:29] ppdet.engine INFO: Epoch: [28] [3020/3251] learning_rate: 0.161467 loss_vfl: 0.818718 loss_bbox: 0.296570 loss_dfl: 0.193544 loss: 1.323275 eta: 5 days, 19:10:52 batch_cost: 2.2448 data_cost: 0.0010 ips: 12.4731 images/s [11/14 05:07:14] ppdet.engine INFO: Epoch: [28] [3040/3251] learning_rate: 0.161452 loss_vfl: 0.852212 loss_bbox: 0.308202 loss_dfl: 0.196072 loss: 1.336197 eta: 5 days, 19:10:06 batch_cost: 2.1221 data_cost: 0.0010 ips: 13.1943 images/s [11/14 05:08:02] ppdet.engine INFO: Epoch: [28] [3060/3251] learning_rate: 0.161436 loss_vfl: 0.813419 loss_bbox: 0.299918 loss_dfl: 0.192378 loss: 1.297135 eta: 5 days, 19:09:28 batch_cost: 2.2748 data_cost: 0.0011 ips: 12.3090 images/s [11/14 05:08:47] ppdet.engine INFO: Epoch: [28] [3080/3251] learning_rate: 0.161421 loss_vfl: 0.839648 loss_bbox: 0.297835 loss_dfl: 0.200462 loss: 1.341420 eta: 5 days, 19:08:43 batch_cost: 2.1390 data_cost: 0.0014 ips: 13.0904 images/s [11/14 05:09:33] ppdet.engine INFO: Epoch: [28] [3100/3251] learning_rate: 0.161406 loss_vfl: 0.835628 loss_bbox: 0.296536 loss_dfl: 0.195721 loss: 1.298671 eta: 5 days, 19:08:00 batch_cost: 2.1731 data_cost: 0.0010 ips: 12.8851 images/s [11/14 05:10:21] ppdet.engine INFO: Epoch: [28] [3120/3251] learning_rate: 0.161391 loss_vfl: 0.831918 loss_bbox: 0.313234 loss_dfl: 0.188240 loss: 1.343334 eta: 5 days, 19:07:20 batch_cost: 2.2241 data_cost: 0.0010 ips: 12.5894 images/s [11/14 05:11:07] ppdet.engine INFO: Epoch: [28] [3140/3251] learning_rate: 0.161375 loss_vfl: 0.813959 loss_bbox: 0.264235 loss_dfl: 0.175980 loss: 1.273112 eta: 5 days, 19:06:37 batch_cost: 2.1788 data_cost: 0.0010 ips: 12.8510 images/s [11/14 05:11:52] ppdet.engine INFO: Epoch: [28] [3160/3251] learning_rate: 0.161360 loss_vfl: 0.839394 loss_bbox: 0.286647 loss_dfl: 0.197329 loss: 1.344495 eta: 5 days, 19:05:52 batch_cost: 2.1417 data_cost: 0.0009 ips: 13.0739 images/s [11/14 05:12:38] ppdet.engine INFO: Epoch: [28] [3180/3251] learning_rate: 0.161345 loss_vfl: 0.818375 loss_bbox: 0.303156 loss_dfl: 0.197134 loss: 1.332338 eta: 5 days, 19:05:08 batch_cost: 2.1561 data_cost: 0.0010 ips: 12.9867 images/s [11/14 05:13:25] ppdet.engine INFO: Epoch: [28] [3200/3251] learning_rate: 0.161330 loss_vfl: 0.811782 loss_bbox: 0.323832 loss_dfl: 0.202942 loss: 1.343345 eta: 5 days, 19:04:26 batch_cost: 2.2025 data_cost: 0.0012 ips: 12.7131 images/s [11/14 05:14:10] ppdet.engine INFO: Epoch: [28] [3220/3251] learning_rate: 0.161314 loss_vfl: 0.825130 loss_bbox: 0.288550 loss_dfl: 0.182687 loss: 1.321956 eta: 5 days, 19:03:41 batch_cost: 2.1278 data_cost: 0.0010 ips: 13.1592 images/s [11/14 05:14:55] ppdet.engine INFO: Epoch: [28] [3240/3251] learning_rate: 0.161299 loss_vfl: 0.825815 loss_bbox: 0.287694 loss_dfl: 0.190433 loss: 1.333811 eta: 5 days, 19:02:53 batch_cost: 2.0834 data_cost: 0.0014 ips: 13.4395 images/s [11/14 05:15:30] ppdet.engine INFO: Epoch: [29] [ 0/3251] learning_rate: 0.161291 loss_vfl: 0.833392 loss_bbox: 0.284688 loss_dfl: 0.189742 loss: 1.300928 eta: 5 days, 19:02:36 batch_cost: 2.2075 data_cost: 0.6771 ips: 12.6838 images/s [11/14 05:16:26] ppdet.engine INFO: Epoch: [29] [ 20/3251] learning_rate: 0.161275 loss_vfl: 0.835464 loss_bbox: 0.274961 loss_dfl: 0.182618 loss: 1.298095 eta: 5 days, 19:02:15 batch_cost: 2.6273 data_cost: 0.0009 ips: 10.6572 images/s [11/14 05:17:13] ppdet.engine INFO: Epoch: [29] [ 40/3251] learning_rate: 0.161260 loss_vfl: 0.852939 loss_bbox: 0.285180 loss_dfl: 0.186371 loss: 1.328969 eta: 5 days, 19:01:37 batch_cost: 2.2886 data_cost: 0.0009 ips: 12.2348 images/s [11/14 05:18:00] ppdet.engine INFO: Epoch: [29] [ 60/3251] learning_rate: 0.161245 loss_vfl: 0.848862 loss_bbox: 0.264518 loss_dfl: 0.179546 loss: 1.295943 eta: 5 days, 19:00:52 batch_cost: 2.1221 data_cost: 0.0009 ips: 13.1944 images/s [11/14 05:18:49] ppdet.engine INFO: Epoch: [29] [ 80/3251] learning_rate: 0.161230 loss_vfl: 0.815794 loss_bbox: 0.288063 loss_dfl: 0.188798 loss: 1.300650 eta: 5 days, 19:00:17 batch_cost: 2.3423 data_cost: 0.0013 ips: 11.9538 images/s [11/14 05:19:35] ppdet.engine INFO: Epoch: [29] [ 100/3251] learning_rate: 0.161214 loss_vfl: 0.825260 loss_bbox: 0.283945 loss_dfl: 0.202373 loss: 1.345027 eta: 5 days, 18:59:36 batch_cost: 2.2189 data_cost: 0.0020 ips: 12.6187 images/s [11/14 05:20:21] ppdet.engine INFO: Epoch: [29] [ 120/3251] learning_rate: 0.161199 loss_vfl: 0.824627 loss_bbox: 0.325175 loss_dfl: 0.198520 loss: 1.327065 eta: 5 days, 18:58:53 batch_cost: 2.1863 data_cost: 0.0009 ips: 12.8070 images/s [11/14 05:21:07] ppdet.engine INFO: Epoch: [29] [ 140/3251] learning_rate: 0.161184 loss_vfl: 0.817287 loss_bbox: 0.282665 loss_dfl: 0.189383 loss: 1.283607 eta: 5 days, 18:58:10 batch_cost: 2.1632 data_cost: 0.0011 ips: 12.9440 images/s [11/14 05:21:55] ppdet.engine INFO: Epoch: [29] [ 160/3251] learning_rate: 0.161168 loss_vfl: 0.829655 loss_bbox: 0.303718 loss_dfl: 0.186970 loss: 1.323149 eta: 5 days, 18:57:30 batch_cost: 2.2407 data_cost: 0.0015 ips: 12.4962 images/s [11/14 05:22:42] ppdet.engine INFO: Epoch: [29] [ 180/3251] learning_rate: 0.161153 loss_vfl: 0.823095 loss_bbox: 0.265013 loss_dfl: 0.173723 loss: 1.274587 eta: 5 days, 18:56:49 batch_cost: 2.2176 data_cost: 0.0010 ips: 12.6265 images/s [11/14 05:23:31] ppdet.engine INFO: Epoch: [29] [ 200/3251] learning_rate: 0.161138 loss_vfl: 0.837933 loss_bbox: 0.307794 loss_dfl: 0.212522 loss: 1.375587 eta: 5 days, 18:56:13 batch_cost: 2.3219 data_cost: 0.0009 ips: 12.0593 images/s [11/14 05:24:17] ppdet.engine INFO: Epoch: [29] [ 220/3251] learning_rate: 0.161123 loss_vfl: 0.826378 loss_bbox: 0.294918 loss_dfl: 0.202390 loss: 1.316617 eta: 5 days, 18:55:31 batch_cost: 2.2062 data_cost: 0.0010 ips: 12.6913 images/s [11/14 05:25:04] ppdet.engine INFO: Epoch: [29] [ 240/3251] learning_rate: 0.161107 loss_vfl: 0.806355 loss_bbox: 0.271590 loss_dfl: 0.175245 loss: 1.289769 eta: 5 days, 18:54:45 batch_cost: 2.1100 data_cost: 0.0009 ips: 13.2702 images/s [11/14 05:25:51] ppdet.engine INFO: Epoch: [29] [ 260/3251] learning_rate: 0.161092 loss_vfl: 0.825598 loss_bbox: 0.299202 loss_dfl: 0.194164 loss: 1.329513 eta: 5 days, 18:54:05 batch_cost: 2.2234 data_cost: 0.0014 ips: 12.5936 images/s [11/14 05:26:37] ppdet.engine INFO: Epoch: [29] [ 280/3251] learning_rate: 0.161077 loss_vfl: 0.815007 loss_bbox: 0.284268 loss_dfl: 0.196798 loss: 1.316752 eta: 5 days, 18:53:22 batch_cost: 2.1831 data_cost: 0.0010 ips: 12.8258 images/s [11/14 05:27:24] ppdet.engine INFO: Epoch: [29] [ 300/3251] learning_rate: 0.161061 loss_vfl: 0.820223 loss_bbox: 0.260793 loss_dfl: 0.184021 loss: 1.239231 eta: 5 days, 18:52:37 batch_cost: 2.1412 data_cost: 0.0009 ips: 13.0769 images/s [11/14 05:28:12] ppdet.engine INFO: Epoch: [29] [ 320/3251] learning_rate: 0.161046 loss_vfl: 0.856848 loss_bbox: 0.265562 loss_dfl: 0.176134 loss: 1.301351 eta: 5 days, 18:52:00 batch_cost: 2.2902 data_cost: 0.0015 ips: 12.2263 images/s [11/14 05:28:58] ppdet.engine INFO: Epoch: [29] 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0.830952 loss_bbox: 0.291475 loss_dfl: 0.195533 loss: 1.330088 eta: 5 days, 18:48:30 batch_cost: 2.1500 data_cost: 0.0009 ips: 13.0233 images/s [11/14 05:32:53] ppdet.engine INFO: Epoch: [29] [ 440/3251] learning_rate: 0.160954 loss_vfl: 0.841806 loss_bbox: 0.329295 loss_dfl: 0.209206 loss: 1.349412 eta: 5 days, 18:47:50 batch_cost: 2.2351 data_cost: 0.0009 ips: 12.5275 images/s [11/14 05:33:38] ppdet.engine INFO: Epoch: [29] [ 460/3251] learning_rate: 0.160939 loss_vfl: 0.816935 loss_bbox: 0.284002 loss_dfl: 0.191620 loss: 1.296554 eta: 5 days, 18:47:03 batch_cost: 2.0944 data_cost: 0.0010 ips: 13.3692 images/s [11/14 05:34:25] ppdet.engine INFO: Epoch: [29] [ 480/3251] learning_rate: 0.160924 loss_vfl: 0.831936 loss_bbox: 0.279372 loss_dfl: 0.188455 loss: 1.312905 eta: 5 days, 18:46:17 batch_cost: 2.1201 data_cost: 0.0011 ips: 13.2071 images/s [11/14 05:35:13] ppdet.engine INFO: Epoch: [29] [ 500/3251] learning_rate: 0.160908 loss_vfl: 0.815099 loss_bbox: 0.282880 loss_dfl: 0.182326 loss: 1.280570 eta: 5 days, 18:45:36 batch_cost: 2.2209 data_cost: 0.0011 ips: 12.6073 images/s [11/14 05:36:00] ppdet.engine INFO: Epoch: [29] [ 520/3251] learning_rate: 0.160893 loss_vfl: 0.830625 loss_bbox: 0.288662 loss_dfl: 0.194462 loss: 1.312533 eta: 5 days, 18:44:56 batch_cost: 2.2317 data_cost: 0.0010 ips: 12.5468 images/s [11/14 05:36:45] ppdet.engine INFO: Epoch: [29] [ 540/3251] learning_rate: 0.160878 loss_vfl: 0.837734 loss_bbox: 0.301607 loss_dfl: 0.192258 loss: 1.322726 eta: 5 days, 18:44:10 batch_cost: 2.1189 data_cost: 0.0010 ips: 13.2147 images/s [11/14 05:37:31] ppdet.engine INFO: Epoch: [29] [ 560/3251] learning_rate: 0.160862 loss_vfl: 0.824078 loss_bbox: 0.297481 loss_dfl: 0.188444 loss: 1.288958 eta: 5 days, 18:43:27 batch_cost: 2.1755 data_cost: 0.0011 ips: 12.8706 images/s [11/14 05:38:17] ppdet.engine INFO: Epoch: [29] [ 580/3251] learning_rate: 0.160847 loss_vfl: 0.819914 loss_bbox: 0.281541 loss_dfl: 0.186751 loss: 1.275707 eta: 5 days, 18:42:43 batch_cost: 2.1678 data_cost: 0.0010 ips: 12.9165 images/s [11/14 05:39:01] ppdet.engine INFO: Epoch: [29] [ 600/3251] learning_rate: 0.160832 loss_vfl: 0.827965 loss_bbox: 0.323774 loss_dfl: 0.210819 loss: 1.367134 eta: 5 days, 18:41:57 batch_cost: 2.1072 data_cost: 0.0010 ips: 13.2878 images/s [11/14 05:39:48] ppdet.engine INFO: Epoch: [29] [ 620/3251] learning_rate: 0.160816 loss_vfl: 0.826318 loss_bbox: 0.283903 loss_dfl: 0.189334 loss: 1.296150 eta: 5 days, 18:41:11 batch_cost: 2.1232 data_cost: 0.0011 ips: 13.1877 images/s [11/14 05:40:35] ppdet.engine INFO: Epoch: [29] [ 640/3251] learning_rate: 0.160801 loss_vfl: 0.838625 loss_bbox: 0.251034 loss_dfl: 0.174806 loss: 1.302336 eta: 5 days, 18:40:33 batch_cost: 2.2646 data_cost: 0.0009 ips: 12.3641 images/s [11/14 05:41:22] ppdet.engine INFO: Epoch: [29] [ 660/3251] learning_rate: 0.160786 loss_vfl: 0.836519 loss_bbox: 0.272827 loss_dfl: 0.185134 loss: 1.285734 eta: 5 days, 18:39:55 batch_cost: 2.2811 data_cost: 0.0010 ips: 12.2750 images/s [11/14 05:42:10] ppdet.engine INFO: Epoch: [29] [ 680/3251] learning_rate: 0.160770 loss_vfl: 0.822187 loss_bbox: 0.269663 loss_dfl: 0.169984 loss: 1.287897 eta: 5 days, 18:39:13 batch_cost: 2.2096 data_cost: 0.0009 ips: 12.6721 images/s [11/14 05:42:58] ppdet.engine INFO: Epoch: [29] [ 700/3251] learning_rate: 0.160755 loss_vfl: 0.831439 loss_bbox: 0.300635 loss_dfl: 0.201356 loss: 1.308008 eta: 5 days, 18:38:33 batch_cost: 2.2266 data_cost: 0.0010 ips: 12.5752 images/s [11/14 05:43:41] ppdet.engine INFO: Epoch: [29] [ 720/3251] learning_rate: 0.160739 loss_vfl: 0.833570 loss_bbox: 0.272129 loss_dfl: 0.168925 loss: 1.290166 eta: 5 days, 18:37:40 batch_cost: 1.9806 data_cost: 0.0010 ips: 14.1370 images/s [11/14 05:44:28] ppdet.engine INFO: Epoch: [29] [ 740/3251] learning_rate: 0.160724 loss_vfl: 0.826578 loss_bbox: 0.297802 loss_dfl: 0.202322 loss: 1.360614 eta: 5 days, 18:36:55 batch_cost: 2.1229 data_cost: 0.0010 ips: 13.1895 images/s [11/14 05:45:15] ppdet.engine INFO: Epoch: [29] 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0.846416 loss_bbox: 0.260410 loss_dfl: 0.172490 loss: 1.255997 eta: 5 days, 18:33:30 batch_cost: 2.2570 data_cost: 0.0009 ips: 12.4058 images/s [11/14 05:49:08] ppdet.engine INFO: Epoch: [29] [ 860/3251] learning_rate: 0.160632 loss_vfl: 0.856717 loss_bbox: 0.263061 loss_dfl: 0.183428 loss: 1.321667 eta: 5 days, 18:32:46 batch_cost: 2.1493 data_cost: 0.0010 ips: 13.0276 images/s [11/14 05:49:54] ppdet.engine INFO: Epoch: [29] [ 880/3251] learning_rate: 0.160617 loss_vfl: 0.821876 loss_bbox: 0.271265 loss_dfl: 0.170017 loss: 1.263645 eta: 5 days, 18:32:02 batch_cost: 2.1712 data_cost: 0.0010 ips: 12.8963 images/s [11/14 05:50:42] ppdet.engine INFO: Epoch: [29] [ 900/3251] learning_rate: 0.160601 loss_vfl: 0.816462 loss_bbox: 0.305582 loss_dfl: 0.200793 loss: 1.330479 eta: 5 days, 18:31:25 batch_cost: 2.2838 data_cost: 0.0010 ips: 12.2602 images/s [11/14 05:51:31] ppdet.engine INFO: Epoch: [29] [ 920/3251] learning_rate: 0.160586 loss_vfl: 0.825119 loss_bbox: 0.317731 loss_dfl: 0.209533 loss: 1.384542 eta: 5 days, 18:30:46 batch_cost: 2.2636 data_cost: 0.0009 ips: 12.3698 images/s [11/14 05:52:18] ppdet.engine INFO: Epoch: [29] [ 940/3251] learning_rate: 0.160570 loss_vfl: 0.830679 loss_bbox: 0.294052 loss_dfl: 0.187774 loss: 1.312863 eta: 5 days, 18:30:06 batch_cost: 2.2506 data_cost: 0.0009 ips: 12.4413 images/s [11/14 05:53:03] ppdet.engine INFO: Epoch: [29] [ 960/3251] learning_rate: 0.160555 loss_vfl: 0.814768 loss_bbox: 0.311288 loss_dfl: 0.205467 loss: 1.344176 eta: 5 days, 18:29:20 batch_cost: 2.0967 data_cost: 0.0009 ips: 13.3545 images/s [11/14 05:53:48] ppdet.engine INFO: Epoch: [29] [ 980/3251] learning_rate: 0.160540 loss_vfl: 0.816258 loss_bbox: 0.278837 loss_dfl: 0.195837 loss: 1.315621 eta: 5 days, 18:28:34 batch_cost: 2.1239 data_cost: 0.0016 ips: 13.1833 images/s [11/14 05:54:35] ppdet.engine INFO: Epoch: [29] [1000/3251] learning_rate: 0.160524 loss_vfl: 0.837453 loss_bbox: 0.275333 loss_dfl: 0.189515 loss: 1.305465 eta: 5 days, 18:27:54 batch_cost: 2.2478 data_cost: 0.0009 ips: 12.4565 images/s [11/14 05:55:20] ppdet.engine INFO: Epoch: [29] [1020/3251] learning_rate: 0.160509 loss_vfl: 0.826702 loss_bbox: 0.274346 loss_dfl: 0.188534 loss: 1.298165 eta: 5 days, 18:27:08 batch_cost: 2.1019 data_cost: 0.0010 ips: 13.3213 images/s [11/14 05:56:06] ppdet.engine INFO: Epoch: [29] [1040/3251] learning_rate: 0.160494 loss_vfl: 0.852349 loss_bbox: 0.301117 loss_dfl: 0.191180 loss: 1.341726 eta: 5 days, 18:26:23 batch_cost: 2.1488 data_cost: 0.0010 ips: 13.0303 images/s [11/14 05:56:52] ppdet.engine INFO: Epoch: [29] [1060/3251] learning_rate: 0.160478 loss_vfl: 0.826049 loss_bbox: 0.325898 loss_dfl: 0.203997 loss: 1.344774 eta: 5 days, 18:25:43 batch_cost: 2.2314 data_cost: 0.0010 ips: 12.5483 images/s [11/14 05:57:37] ppdet.engine INFO: Epoch: [29] [1080/3251] learning_rate: 0.160463 loss_vfl: 0.828299 loss_bbox: 0.287775 loss_dfl: 0.192391 loss: 1.305593 eta: 5 days, 18:24:58 batch_cost: 2.1312 data_cost: 0.0009 ips: 13.1384 images/s [11/14 05:58:25] ppdet.engine INFO: Epoch: [29] [1100/3251] learning_rate: 0.160447 loss_vfl: 0.837470 loss_bbox: 0.290609 loss_dfl: 0.187900 loss: 1.318506 eta: 5 days, 18:24:20 batch_cost: 2.2908 data_cost: 0.0010 ips: 12.2228 images/s [11/14 05:59:12] ppdet.engine INFO: Epoch: [29] [1120/3251] learning_rate: 0.160432 loss_vfl: 0.810312 loss_bbox: 0.307623 loss_dfl: 0.201920 loss: 1.317377 eta: 5 days, 18:23:36 batch_cost: 2.1493 data_cost: 0.0010 ips: 13.0276 images/s [11/14 05:59:56] ppdet.engine INFO: Epoch: [29] [1140/3251] learning_rate: 0.160417 loss_vfl: 0.806408 loss_bbox: 0.285862 loss_dfl: 0.185671 loss: 1.292614 eta: 5 days, 18:22:48 batch_cost: 2.0651 data_cost: 0.0010 ips: 13.5586 images/s [11/14 06:00:42] ppdet.engine INFO: Epoch: [29] [1160/3251] learning_rate: 0.160401 loss_vfl: 0.820555 loss_bbox: 0.275030 loss_dfl: 0.184053 loss: 1.323452 eta: 5 days, 18:22:03 batch_cost: 2.1338 data_cost: 0.0010 ips: 13.1221 images/s [11/14 06:01:26] ppdet.engine INFO: Epoch: [29] [1180/3251] learning_rate: 0.160386 loss_vfl: 0.822823 loss_bbox: 0.324998 loss_dfl: 0.207510 loss: 1.333703 eta: 5 days, 18:21:12 batch_cost: 2.0266 data_cost: 0.0010 ips: 13.8160 images/s [11/14 06:02:12] ppdet.engine INFO: Epoch: [29] [1200/3251] learning_rate: 0.160370 loss_vfl: 0.805764 loss_bbox: 0.286082 loss_dfl: 0.183315 loss: 1.340623 eta: 5 days, 18:20:32 batch_cost: 2.2295 data_cost: 0.0010 ips: 12.5589 images/s [11/14 06:02:58] ppdet.engine INFO: Epoch: [29] [1220/3251] learning_rate: 0.160355 loss_vfl: 0.830381 loss_bbox: 0.293018 loss_dfl: 0.193111 loss: 1.309182 eta: 5 days, 18:19:46 batch_cost: 2.1168 data_cost: 0.0010 ips: 13.2275 images/s [11/14 06:03:46] ppdet.engine INFO: Epoch: [29] [1240/3251] learning_rate: 0.160340 loss_vfl: 0.817631 loss_bbox: 0.291818 loss_dfl: 0.196484 loss: 1.294735 eta: 5 days, 18:19:06 batch_cost: 2.2483 data_cost: 0.0011 ips: 12.4540 images/s [11/14 06:04:31] ppdet.engine INFO: Epoch: [29] [1260/3251] learning_rate: 0.160324 loss_vfl: 0.819265 loss_bbox: 0.286179 loss_dfl: 0.174493 loss: 1.274600 eta: 5 days, 18:18:23 batch_cost: 2.1712 data_cost: 0.0009 ips: 12.8959 images/s [11/14 06:05:17] ppdet.engine INFO: Epoch: [29] [1280/3251] learning_rate: 0.160309 loss_vfl: 0.838071 loss_bbox: 0.283704 loss_dfl: 0.185562 loss: 1.307126 eta: 5 days, 18:17:40 batch_cost: 2.1669 data_cost: 0.0010 ips: 12.9219 images/s [11/14 06:06:04] ppdet.engine INFO: Epoch: [29] [1300/3251] learning_rate: 0.160293 loss_vfl: 0.812719 loss_bbox: 0.349384 loss_dfl: 0.221241 loss: 1.370286 eta: 5 days, 18:16:59 batch_cost: 2.2146 data_cost: 0.0009 ips: 12.6435 images/s [11/14 06:06:48] ppdet.engine INFO: Epoch: [29] [1320/3251] learning_rate: 0.160278 loss_vfl: 0.833057 loss_bbox: 0.276738 loss_dfl: 0.184879 loss: 1.288104 eta: 5 days, 18:16:08 batch_cost: 2.0281 data_cost: 0.0010 ips: 13.8058 images/s [11/14 06:07:36] ppdet.engine INFO: Epoch: [29] [1340/3251] learning_rate: 0.160262 loss_vfl: 0.826314 loss_bbox: 0.314433 loss_dfl: 0.203075 loss: 1.321843 eta: 5 days, 18:15:30 batch_cost: 2.2765 data_cost: 0.0010 ips: 12.2995 images/s [11/14 06:08:20] ppdet.engine INFO: Epoch: [29] [1360/3251] learning_rate: 0.160247 loss_vfl: 0.822118 loss_bbox: 0.278739 loss_dfl: 0.184986 loss: 1.287739 eta: 5 days, 18:14:44 batch_cost: 2.1059 data_cost: 0.0014 ips: 13.2961 images/s [11/14 06:09:07] ppdet.engine INFO: Epoch: [29] [1380/3251] learning_rate: 0.160232 loss_vfl: 0.832588 loss_bbox: 0.262267 loss_dfl: 0.173343 loss: 1.265018 eta: 5 days, 18:14:04 batch_cost: 2.2464 data_cost: 0.0010 ips: 12.4644 images/s [11/14 06:09:54] ppdet.engine INFO: Epoch: [29] [1400/3251] learning_rate: 0.160216 loss_vfl: 0.826334 loss_bbox: 0.315213 loss_dfl: 0.201563 loss: 1.352684 eta: 5 days, 18:13:24 batch_cost: 2.2373 data_cost: 0.0011 ips: 12.5148 images/s [11/14 06:10:40] ppdet.engine INFO: Epoch: [29] [1420/3251] learning_rate: 0.160201 loss_vfl: 0.807946 loss_bbox: 0.293188 loss_dfl: 0.192804 loss: 1.309016 eta: 5 days, 18:12:42 batch_cost: 2.1985 data_cost: 0.0016 ips: 12.7358 images/s [11/14 06:11:27] ppdet.engine INFO: Epoch: [29] [1440/3251] learning_rate: 0.160185 loss_vfl: 0.828863 loss_bbox: 0.273262 loss_dfl: 0.193757 loss: 1.312268 eta: 5 days, 18:11:57 batch_cost: 2.1353 data_cost: 0.0010 ips: 13.1132 images/s [11/14 06:12:13] ppdet.engine INFO: Epoch: [29] [1460/3251] learning_rate: 0.160170 loss_vfl: 0.825969 loss_bbox: 0.285574 loss_dfl: 0.193916 loss: 1.292179 eta: 5 days, 18:11:14 batch_cost: 2.1783 data_cost: 0.0010 ips: 12.8539 images/s [11/14 06:12:57] ppdet.engine INFO: Epoch: [29] [1480/3251] learning_rate: 0.160154 loss_vfl: 0.830432 loss_bbox: 0.276416 loss_dfl: 0.190920 loss: 1.323217 eta: 5 days, 18:10:26 batch_cost: 2.0692 data_cost: 0.0010 ips: 13.5318 images/s [11/14 06:13:45] ppdet.engine INFO: Epoch: [29] [1500/3251] learning_rate: 0.160139 loss_vfl: 0.843415 loss_bbox: 0.281890 loss_dfl: 0.193528 loss: 1.339417 eta: 5 days, 18:09:47 batch_cost: 2.2607 data_cost: 0.0016 ips: 12.3856 images/s [11/14 06:14:32] ppdet.engine INFO: Epoch: [29] [1520/3251] learning_rate: 0.160124 loss_vfl: 0.836304 loss_bbox: 0.344633 loss_dfl: 0.208849 loss: 1.339645 eta: 5 days, 18:09:07 batch_cost: 2.2449 data_cost: 0.0009 ips: 12.4727 images/s [11/14 06:15:17] ppdet.engine INFO: Epoch: [29] [1540/3251] learning_rate: 0.160108 loss_vfl: 0.829795 loss_bbox: 0.300523 loss_dfl: 0.189079 loss: 1.298860 eta: 5 days, 18:08:21 batch_cost: 2.1042 data_cost: 0.0010 ips: 13.3065 images/s [11/14 06:16:02] ppdet.engine INFO: Epoch: [29] [1560/3251] learning_rate: 0.160093 loss_vfl: 0.835873 loss_bbox: 0.290118 loss_dfl: 0.186059 loss: 1.314826 eta: 5 days, 18:07:34 batch_cost: 2.1034 data_cost: 0.0010 ips: 13.3118 images/s [11/14 06:16:50] ppdet.engine INFO: Epoch: [29] [1580/3251] learning_rate: 0.160077 loss_vfl: 0.838340 loss_bbox: 0.260742 loss_dfl: 0.176753 loss: 1.291725 eta: 5 days, 18:06:56 batch_cost: 2.2843 data_cost: 0.0009 ips: 12.2575 images/s [11/14 06:17:35] ppdet.engine INFO: Epoch: [29] [1600/3251] learning_rate: 0.160062 loss_vfl: 0.822824 loss_bbox: 0.296022 loss_dfl: 0.197134 loss: 1.362323 eta: 5 days, 18:06:06 batch_cost: 2.0203 data_cost: 0.0010 ips: 13.8596 images/s [11/14 06:18:20] ppdet.engine INFO: Epoch: [29] [1620/3251] learning_rate: 0.160046 loss_vfl: 0.833406 loss_bbox: 0.282041 loss_dfl: 0.187016 loss: 1.314503 eta: 5 days, 18:05:21 batch_cost: 2.1304 data_cost: 0.0010 ips: 13.1429 images/s [11/14 06:19:07] ppdet.engine INFO: Epoch: [29] [1640/3251] learning_rate: 0.160031 loss_vfl: 0.812308 loss_bbox: 0.299788 loss_dfl: 0.185739 loss: 1.291693 eta: 5 days, 18:04:39 batch_cost: 2.1980 data_cost: 0.0013 ips: 12.7390 images/s [11/14 06:19:55] ppdet.engine INFO: Epoch: [29] [1660/3251] learning_rate: 0.160015 loss_vfl: 0.821315 loss_bbox: 0.293326 loss_dfl: 0.185280 loss: 1.334007 eta: 5 days, 18:03:56 batch_cost: 2.1906 data_cost: 0.0009 ips: 12.7818 images/s [11/14 06:20:40] ppdet.engine INFO: Epoch: [29] [1680/3251] learning_rate: 0.160000 loss_vfl: 0.831765 loss_bbox: 0.285566 loss_dfl: 0.187828 loss: 1.332299 eta: 5 days, 18:03:10 batch_cost: 2.1057 data_cost: 0.0010 ips: 13.2975 images/s [11/14 06:21:27] ppdet.engine INFO: Epoch: [29] [1700/3251] learning_rate: 0.159984 loss_vfl: 0.817245 loss_bbox: 0.284792 loss_dfl: 0.180517 loss: 1.305335 eta: 5 days, 18:02:28 batch_cost: 2.1907 data_cost: 0.0009 ips: 12.7813 images/s [11/14 06:22:11] ppdet.engine INFO: Epoch: [29] [1720/3251] learning_rate: 0.159969 loss_vfl: 0.815896 loss_bbox: 0.275755 loss_dfl: 0.193245 loss: 1.303068 eta: 5 days, 18:01:40 batch_cost: 2.0747 data_cost: 0.0009 ips: 13.4959 images/s [11/14 06:22:59] ppdet.engine INFO: Epoch: [29] [1740/3251] learning_rate: 0.159954 loss_vfl: 0.825317 loss_bbox: 0.291984 loss_dfl: 0.195993 loss: 1.311082 eta: 5 days, 18:00:56 batch_cost: 2.1665 data_cost: 0.0010 ips: 12.9243 images/s [11/14 06:23:43] ppdet.engine INFO: Epoch: [29] [1760/3251] learning_rate: 0.159938 loss_vfl: 0.847399 loss_bbox: 0.310794 loss_dfl: 0.200552 loss: 1.337203 eta: 5 days, 18:00:11 batch_cost: 2.1402 data_cost: 0.0010 ips: 13.0830 images/s [11/14 06:24:29] ppdet.engine INFO: Epoch: [29] [1780/3251] learning_rate: 0.159923 loss_vfl: 0.833287 loss_bbox: 0.295225 loss_dfl: 0.175868 loss: 1.311810 eta: 5 days, 17:59:28 batch_cost: 2.1685 data_cost: 0.0011 ips: 12.9120 images/s [11/14 06:25:13] ppdet.engine INFO: Epoch: [29] [1800/3251] learning_rate: 0.159907 loss_vfl: 0.813687 loss_bbox: 0.283536 loss_dfl: 0.191313 loss: 1.301386 eta: 5 days, 17:58:37 batch_cost: 2.0094 data_cost: 0.0010 ips: 13.9344 images/s [11/14 06:26:02] ppdet.engine INFO: Epoch: [29] [1820/3251] learning_rate: 0.159892 loss_vfl: 0.820394 loss_bbox: 0.292598 loss_dfl: 0.192956 loss: 1.289966 eta: 5 days, 17:57:59 batch_cost: 2.2855 data_cost: 0.0011 ips: 12.2509 images/s [11/14 06:26:49] ppdet.engine INFO: Epoch: [29] [1840/3251] learning_rate: 0.159876 loss_vfl: 0.805311 loss_bbox: 0.274338 loss_dfl: 0.183948 loss: 1.275385 eta: 5 days, 17:57:21 batch_cost: 2.2831 data_cost: 0.0177 ips: 12.2641 images/s [11/14 06:27:36] ppdet.engine INFO: Epoch: [29] [1860/3251] learning_rate: 0.159861 loss_vfl: 0.817976 loss_bbox: 0.308008 loss_dfl: 0.198923 loss: 1.317241 eta: 5 days, 17:56:39 batch_cost: 2.1846 data_cost: 0.0009 ips: 12.8169 images/s [11/14 06:28:23] ppdet.engine INFO: Epoch: [29] [1880/3251] learning_rate: 0.159845 loss_vfl: 0.840328 loss_bbox: 0.261455 loss_dfl: 0.177550 loss: 1.281322 eta: 5 days, 17:55:58 batch_cost: 2.2278 data_cost: 0.0010 ips: 12.5685 images/s [11/14 06:29:09] ppdet.engine INFO: Epoch: [29] [1900/3251] learning_rate: 0.159830 loss_vfl: 0.830933 loss_bbox: 0.298396 loss_dfl: 0.198283 loss: 1.301712 eta: 5 days, 17:55:17 batch_cost: 2.2147 data_cost: 0.0012 ips: 12.6428 images/s [11/14 06:29:57] ppdet.engine INFO: Epoch: [29] [1920/3251] learning_rate: 0.159814 loss_vfl: 0.829363 loss_bbox: 0.268697 loss_dfl: 0.167664 loss: 1.252828 eta: 5 days, 17:54:33 batch_cost: 2.1663 data_cost: 0.0010 ips: 12.9253 images/s [11/14 06:30:43] ppdet.engine INFO: Epoch: [29] [1940/3251] learning_rate: 0.159799 loss_vfl: 0.829727 loss_bbox: 0.277586 loss_dfl: 0.180794 loss: 1.307417 eta: 5 days, 17:53:47 batch_cost: 2.1089 data_cost: 0.0010 ips: 13.2772 images/s [11/14 06:31:28] ppdet.engine INFO: Epoch: [29] [1960/3251] learning_rate: 0.159783 loss_vfl: 0.835807 loss_bbox: 0.262997 loss_dfl: 0.168322 loss: 1.256172 eta: 5 days, 17:53:02 batch_cost: 2.1379 data_cost: 0.0009 ips: 13.0968 images/s [11/14 06:32:15] ppdet.engine INFO: Epoch: [29] [1980/3251] learning_rate: 0.159768 loss_vfl: 0.841348 loss_bbox: 0.297816 loss_dfl: 0.194945 loss: 1.351754 eta: 5 days, 17:52:23 batch_cost: 2.2598 data_cost: 0.0009 ips: 12.3906 images/s [11/14 06:33:01] ppdet.engine INFO: Epoch: [29] [2000/3251] learning_rate: 0.159752 loss_vfl: 0.831522 loss_bbox: 0.305892 loss_dfl: 0.193626 loss: 1.333605 eta: 5 days, 17:51:38 batch_cost: 2.1250 data_cost: 0.0009 ips: 13.1763 images/s [11/14 06:33:48] ppdet.engine INFO: Epoch: [29] [2020/3251] learning_rate: 0.159737 loss_vfl: 0.829422 loss_bbox: 0.288949 loss_dfl: 0.190829 loss: 1.320530 eta: 5 days, 17:50:57 batch_cost: 2.2217 data_cost: 0.0010 ips: 12.6029 images/s [11/14 06:34:37] ppdet.engine INFO: Epoch: [29] [2040/3251] learning_rate: 0.159721 loss_vfl: 0.833155 loss_bbox: 0.285841 loss_dfl: 0.189927 loss: 1.317088 eta: 5 days, 17:50:20 batch_cost: 2.3036 data_cost: 0.0009 ips: 12.1547 images/s [11/14 06:35:24] ppdet.engine INFO: Epoch: [29] [2060/3251] learning_rate: 0.159706 loss_vfl: 0.833125 loss_bbox: 0.305113 loss_dfl: 0.199707 loss: 1.345212 eta: 5 days, 17:49:38 batch_cost: 2.2045 data_cost: 0.0010 ips: 12.7011 images/s [11/14 06:36:11] ppdet.engine INFO: Epoch: [29] [2080/3251] learning_rate: 0.159690 loss_vfl: 0.826100 loss_bbox: 0.284179 loss_dfl: 0.180858 loss: 1.294247 eta: 5 days, 17:48:58 batch_cost: 2.2259 data_cost: 0.0010 ips: 12.5791 images/s [11/14 06:37:00] ppdet.engine INFO: Epoch: [29] [2100/3251] learning_rate: 0.159675 loss_vfl: 0.832619 loss_bbox: 0.311091 loss_dfl: 0.209931 loss: 1.336471 eta: 5 days, 17:48:18 batch_cost: 2.2546 data_cost: 0.0010 ips: 12.4189 images/s [11/14 06:37:48] ppdet.engine INFO: Epoch: [29] [2120/3251] learning_rate: 0.159659 loss_vfl: 0.821584 loss_bbox: 0.271369 loss_dfl: 0.176134 loss: 1.284436 eta: 5 days, 17:47:40 batch_cost: 2.2840 data_cost: 0.0010 ips: 12.2591 images/s [11/14 06:38:33] ppdet.engine INFO: Epoch: [29] [2140/3251] learning_rate: 0.159644 loss_vfl: 0.844704 loss_bbox: 0.289066 loss_dfl: 0.192114 loss: 1.344221 eta: 5 days, 17:46:55 batch_cost: 2.1290 data_cost: 0.0009 ips: 13.1519 images/s [11/14 06:39:18] ppdet.engine INFO: Epoch: [29] [2160/3251] learning_rate: 0.159628 loss_vfl: 0.836953 loss_bbox: 0.255627 loss_dfl: 0.170473 loss: 1.296351 eta: 5 days, 17:46:08 batch_cost: 2.0978 data_cost: 0.0010 ips: 13.3473 images/s [11/14 06:40:04] ppdet.engine INFO: Epoch: [29] [2180/3251] learning_rate: 0.159613 loss_vfl: 0.821963 loss_bbox: 0.286315 loss_dfl: 0.192569 loss: 1.302409 eta: 5 days, 17:45:26 batch_cost: 2.1924 data_cost: 0.0011 ips: 12.7711 images/s [11/14 06:40:52] ppdet.engine INFO: Epoch: [29] [2200/3251] learning_rate: 0.159597 loss_vfl: 0.844578 loss_bbox: 0.249208 loss_dfl: 0.176441 loss: 1.307971 eta: 5 days, 17:44:48 batch_cost: 2.2886 data_cost: 0.0011 ips: 12.2344 images/s [11/14 06:41:39] ppdet.engine INFO: Epoch: [29] [2220/3251] learning_rate: 0.159582 loss_vfl: 0.816105 loss_bbox: 0.302723 loss_dfl: 0.201818 loss: 1.309829 eta: 5 days, 17:44:04 batch_cost: 2.1541 data_cost: 0.0011 ips: 12.9985 images/s [11/14 06:42:27] ppdet.engine INFO: Epoch: [29] [2240/3251] learning_rate: 0.159566 loss_vfl: 0.853629 loss_bbox: 0.278692 loss_dfl: 0.187984 loss: 1.335217 eta: 5 days, 17:43:24 batch_cost: 2.2296 data_cost: 0.0010 ips: 12.5581 images/s [11/14 06:43:13] ppdet.engine INFO: Epoch: [29] [2260/3251] learning_rate: 0.159551 loss_vfl: 0.831610 loss_bbox: 0.247256 loss_dfl: 0.173471 loss: 1.275984 eta: 5 days, 17:42:39 batch_cost: 2.1388 data_cost: 0.0010 ips: 13.0913 images/s [11/14 06:44:01] ppdet.engine INFO: Epoch: [29] [2280/3251] learning_rate: 0.159535 loss_vfl: 0.829156 loss_bbox: 0.280167 loss_dfl: 0.186276 loss: 1.300858 eta: 5 days, 17:42:00 batch_cost: 2.2691 data_cost: 0.0009 ips: 12.3399 images/s [11/14 06:44:48] ppdet.engine INFO: Epoch: [29] [2300/3251] learning_rate: 0.159520 loss_vfl: 0.832019 loss_bbox: 0.290278 loss_dfl: 0.188806 loss: 1.282481 eta: 5 days, 17:41:18 batch_cost: 2.1834 data_cost: 0.0015 ips: 12.8238 images/s [11/14 06:45:35] ppdet.engine INFO: Epoch: [29] [2320/3251] learning_rate: 0.159504 loss_vfl: 0.823787 loss_bbox: 0.297122 loss_dfl: 0.207166 loss: 1.347445 eta: 5 days, 17:40:38 batch_cost: 2.2426 data_cost: 0.0009 ips: 12.4855 images/s [11/14 06:46:21] ppdet.engine INFO: Epoch: [29] [2340/3251] learning_rate: 0.159488 loss_vfl: 0.831019 loss_bbox: 0.291015 loss_dfl: 0.198485 loss: 1.330290 eta: 5 days, 17:39:54 batch_cost: 2.1610 data_cost: 0.0009 ips: 12.9573 images/s [11/14 06:47:07] ppdet.engine INFO: Epoch: [29] [2360/3251] learning_rate: 0.159473 loss_vfl: 0.842715 loss_bbox: 0.327718 loss_dfl: 0.208308 loss: 1.369805 eta: 5 days, 17:39:10 batch_cost: 2.1480 data_cost: 0.0012 ips: 13.0355 images/s [11/14 06:47:54] ppdet.engine INFO: Epoch: [29] [2380/3251] learning_rate: 0.159457 loss_vfl: 0.862823 loss_bbox: 0.247761 loss_dfl: 0.163842 loss: 1.290610 eta: 5 days, 17:38:29 batch_cost: 2.2224 data_cost: 0.0009 ips: 12.5987 images/s [11/14 06:48:37] ppdet.engine INFO: Epoch: [29] [2400/3251] learning_rate: 0.159442 loss_vfl: 0.870238 loss_bbox: 0.291827 loss_dfl: 0.188219 loss: 1.333795 eta: 5 days, 17:37:36 batch_cost: 1.9768 data_cost: 0.0010 ips: 14.1646 images/s [11/14 06:49:23] ppdet.engine INFO: Epoch: [29] [2420/3251] learning_rate: 0.159426 loss_vfl: 0.848738 loss_bbox: 0.299532 loss_dfl: 0.206769 loss: 1.359839 eta: 5 days, 17:36:52 batch_cost: 2.1596 data_cost: 0.0009 ips: 12.9655 images/s [11/14 06:50:09] ppdet.engine INFO: Epoch: [29] [2440/3251] learning_rate: 0.159411 loss_vfl: 0.854263 loss_bbox: 0.303519 loss_dfl: 0.201979 loss: 1.369402 eta: 5 days, 17:36:07 batch_cost: 2.1355 data_cost: 0.0010 ips: 13.1117 images/s [11/14 06:50:55] ppdet.engine INFO: Epoch: [29] [2460/3251] learning_rate: 0.159395 loss_vfl: 0.833249 loss_bbox: 0.294218 loss_dfl: 0.192095 loss: 1.290993 eta: 5 days, 17:35:23 batch_cost: 2.1458 data_cost: 0.0010 ips: 13.0485 images/s [11/14 06:51:41] ppdet.engine INFO: Epoch: [29] [2480/3251] learning_rate: 0.159380 loss_vfl: 0.842339 loss_bbox: 0.279511 loss_dfl: 0.174293 loss: 1.273776 eta: 5 days, 17:34:40 batch_cost: 2.1863 data_cost: 0.0011 ips: 12.8070 images/s [11/14 06:52:28] ppdet.engine INFO: Epoch: [29] [2500/3251] learning_rate: 0.159364 loss_vfl: 0.826181 loss_bbox: 0.270214 loss_dfl: 0.182046 loss: 1.293458 eta: 5 days, 17:33:58 batch_cost: 2.2015 data_cost: 0.0009 ips: 12.7184 images/s [11/14 06:53:13] ppdet.engine INFO: Epoch: [29] [2520/3251] learning_rate: 0.159349 loss_vfl: 0.818558 loss_bbox: 0.282397 loss_dfl: 0.177661 loss: 1.270350 eta: 5 days, 17:33:14 batch_cost: 2.1404 data_cost: 0.0010 ips: 13.0819 images/s [11/14 06:53:59] ppdet.engine INFO: Epoch: [29] [2540/3251] learning_rate: 0.159333 loss_vfl: 0.838943 loss_bbox: 0.285741 loss_dfl: 0.195731 loss: 1.333513 eta: 5 days, 17:32:28 batch_cost: 2.1124 data_cost: 0.0009 ips: 13.2549 images/s [11/14 06:54:44] ppdet.engine INFO: Epoch: [29] [2560/3251] learning_rate: 0.159317 loss_vfl: 0.848513 loss_bbox: 0.265227 loss_dfl: 0.178045 loss: 1.310926 eta: 5 days, 17:31:41 batch_cost: 2.1084 data_cost: 0.0010 ips: 13.2803 images/s [11/14 06:55:29] ppdet.engine INFO: Epoch: [29] [2580/3251] learning_rate: 0.159302 loss_vfl: 0.834593 loss_bbox: 0.274492 loss_dfl: 0.192003 loss: 1.329725 eta: 5 days, 17:30:56 batch_cost: 2.1190 data_cost: 0.0009 ips: 13.2135 images/s [11/14 06:56:17] ppdet.engine INFO: Epoch: [29] [2600/3251] learning_rate: 0.159286 loss_vfl: 0.833159 loss_bbox: 0.269695 loss_dfl: 0.180132 loss: 1.290406 eta: 5 days, 17:30:16 batch_cost: 2.2429 data_cost: 0.0009 ips: 12.4841 images/s [11/14 06:57:02] ppdet.engine INFO: Epoch: [29] [2620/3251] learning_rate: 0.159271 loss_vfl: 0.823421 loss_bbox: 0.279970 loss_dfl: 0.191672 loss: 1.312946 eta: 5 days, 17:29:29 batch_cost: 2.0995 data_cost: 0.0010 ips: 13.3364 images/s [11/14 06:57:51] ppdet.engine INFO: Epoch: [29] [2640/3251] learning_rate: 0.159255 loss_vfl: 0.842874 loss_bbox: 0.298451 loss_dfl: 0.190518 loss: 1.314782 eta: 5 days, 17:28:54 batch_cost: 2.3371 data_cost: 0.0013 ips: 11.9805 images/s [11/14 06:58:39] ppdet.engine INFO: Epoch: [29] [2660/3251] learning_rate: 0.159240 loss_vfl: 0.827392 loss_bbox: 0.311202 loss_dfl: 0.195387 loss: 1.327880 eta: 5 days, 17:28:15 batch_cost: 2.2736 data_cost: 0.0009 ips: 12.3151 images/s [11/14 06:59:25] ppdet.engine INFO: Epoch: [29] [2680/3251] learning_rate: 0.159224 loss_vfl: 0.835968 loss_bbox: 0.286152 loss_dfl: 0.198277 loss: 1.319879 eta: 5 days, 17:27:29 batch_cost: 2.1107 data_cost: 0.0011 ips: 13.2656 images/s [11/14 07:00:12] ppdet.engine INFO: Epoch: [29] [2700/3251] learning_rate: 0.159208 loss_vfl: 0.835258 loss_bbox: 0.315033 loss_dfl: 0.194294 loss: 1.315350 eta: 5 days, 17:26:48 batch_cost: 2.2274 data_cost: 0.0019 ips: 12.5706 images/s [11/14 07:00:58] ppdet.engine INFO: Epoch: [29] [2720/3251] learning_rate: 0.159193 loss_vfl: 0.822524 loss_bbox: 0.294352 loss_dfl: 0.188230 loss: 1.328186 eta: 5 days, 17:26:04 batch_cost: 2.1348 data_cost: 0.0012 ips: 13.1162 images/s [11/14 07:01:44] ppdet.engine INFO: Epoch: [29] [2740/3251] learning_rate: 0.159177 loss_vfl: 0.826351 loss_bbox: 0.267930 loss_dfl: 0.183587 loss: 1.273232 eta: 5 days, 17:25:19 batch_cost: 2.1358 data_cost: 0.0010 ips: 13.1097 images/s [11/14 07:02:32] ppdet.engine INFO: Epoch: [29] [2760/3251] learning_rate: 0.159162 loss_vfl: 0.826814 loss_bbox: 0.300074 loss_dfl: 0.193752 loss: 1.305299 eta: 5 days, 17:24:42 batch_cost: 2.3164 data_cost: 0.0120 ips: 12.0879 images/s [11/14 07:03:19] ppdet.engine INFO: Epoch: [29] [2780/3251] learning_rate: 0.159146 loss_vfl: 0.866842 loss_bbox: 0.285731 loss_dfl: 0.194570 loss: 1.344924 eta: 5 days, 17:24:01 batch_cost: 2.2131 data_cost: 0.0012 ips: 12.6518 images/s [11/14 07:04:04] ppdet.engine INFO: Epoch: [29] [2800/3251] learning_rate: 0.159131 loss_vfl: 0.841362 loss_bbox: 0.297942 loss_dfl: 0.192436 loss: 1.316313 eta: 5 days, 17:23:17 batch_cost: 2.1519 data_cost: 0.0017 ips: 13.0118 images/s [11/14 07:04:53] ppdet.engine INFO: Epoch: [29] [2820/3251] learning_rate: 0.159115 loss_vfl: 0.839906 loss_bbox: 0.289436 loss_dfl: 0.187024 loss: 1.285380 eta: 5 days, 17:22:37 batch_cost: 2.2570 data_cost: 0.0009 ips: 12.4057 images/s [11/14 07:05:39] ppdet.engine INFO: Epoch: [29] [2840/3251] learning_rate: 0.159099 loss_vfl: 0.845076 loss_bbox: 0.315677 loss_dfl: 0.204958 loss: 1.332542 eta: 5 days, 17:21:53 batch_cost: 2.1412 data_cost: 0.0009 ips: 13.0766 images/s [11/14 07:06:25] ppdet.engine INFO: Epoch: [29] [2860/3251] learning_rate: 0.159084 loss_vfl: 0.828211 loss_bbox: 0.233024 loss_dfl: 0.163563 loss: 1.229086 eta: 5 days, 17:21:11 batch_cost: 2.2140 data_cost: 0.0009 ips: 12.6466 images/s [11/14 07:07:13] ppdet.engine INFO: Epoch: [29] [2880/3251] learning_rate: 0.159068 loss_vfl: 0.841926 loss_bbox: 0.310817 loss_dfl: 0.185494 loss: 1.345760 eta: 5 days, 17:20:32 batch_cost: 2.2640 data_cost: 0.0009 ips: 12.3673 images/s [11/14 07:07:59] ppdet.engine INFO: Epoch: [29] [2900/3251] learning_rate: 0.159053 loss_vfl: 0.851082 loss_bbox: 0.286479 loss_dfl: 0.192793 loss: 1.347900 eta: 5 days, 17:19:46 batch_cost: 2.1069 data_cost: 0.0010 ips: 13.2899 images/s [11/14 07:08:45] ppdet.engine INFO: Epoch: [29] [2920/3251] learning_rate: 0.159037 loss_vfl: 0.833170 loss_bbox: 0.254550 loss_dfl: 0.186326 loss: 1.292972 eta: 5 days, 17:19:01 batch_cost: 2.1408 data_cost: 0.0010 ips: 13.0792 images/s [11/14 07:09:30] ppdet.engine INFO: Epoch: [29] [2940/3251] learning_rate: 0.159021 loss_vfl: 0.833282 loss_bbox: 0.267233 loss_dfl: 0.178817 loss: 1.321673 eta: 5 days, 17:18:13 batch_cost: 2.0657 data_cost: 0.0009 ips: 13.5548 images/s [11/14 07:10:19] ppdet.engine INFO: Epoch: [29] [2960/3251] learning_rate: 0.159006 loss_vfl: 0.830102 loss_bbox: 0.306837 loss_dfl: 0.188194 loss: 1.327598 eta: 5 days, 17:17:37 batch_cost: 2.3224 data_cost: 0.0010 ips: 12.0567 images/s [11/14 07:11:04] ppdet.engine INFO: Epoch: [29] [2980/3251] learning_rate: 0.158990 loss_vfl: 0.836677 loss_bbox: 0.295229 loss_dfl: 0.191458 loss: 1.319378 eta: 5 days, 17:16:52 batch_cost: 2.1371 data_cost: 0.0011 ips: 13.1019 images/s [11/14 07:11:53] ppdet.engine INFO: Epoch: [29] [3000/3251] learning_rate: 0.158975 loss_vfl: 0.815294 loss_bbox: 0.278553 loss_dfl: 0.180838 loss: 1.309416 eta: 5 days, 17:16:12 batch_cost: 2.2459 data_cost: 0.0010 ips: 12.4670 images/s [11/14 07:12:38] ppdet.engine INFO: Epoch: [29] [3020/3251] learning_rate: 0.158959 loss_vfl: 0.860008 loss_bbox: 0.290347 loss_dfl: 0.187565 loss: 1.339117 eta: 5 days, 17:15:27 batch_cost: 2.1336 data_cost: 0.0010 ips: 13.1235 images/s [11/14 07:13:25] ppdet.engine INFO: Epoch: [29] [3040/3251] learning_rate: 0.158943 loss_vfl: 0.827281 loss_bbox: 0.284395 loss_dfl: 0.183720 loss: 1.306903 eta: 5 days, 17:14:45 batch_cost: 2.2004 data_cost: 0.0009 ips: 12.7250 images/s [11/14 07:14:14] ppdet.engine INFO: Epoch: [29] [3060/3251] learning_rate: 0.158928 loss_vfl: 0.829521 loss_bbox: 0.285766 loss_dfl: 0.180896 loss: 1.267602 eta: 5 days, 17:14:10 batch_cost: 2.3295 data_cost: 0.0009 ips: 12.0198 images/s [11/14 07:15:02] ppdet.engine INFO: Epoch: [29] [3080/3251] learning_rate: 0.158912 loss_vfl: 0.847051 loss_bbox: 0.292495 loss_dfl: 0.193069 loss: 1.355551 eta: 5 days, 17:13:33 batch_cost: 2.3096 data_cost: 0.0012 ips: 12.1235 images/s [11/14 07:15:48] ppdet.engine INFO: Epoch: [29] [3100/3251] learning_rate: 0.158897 loss_vfl: 0.840307 loss_bbox: 0.300749 loss_dfl: 0.193629 loss: 1.304509 eta: 5 days, 17:12:51 batch_cost: 2.1978 data_cost: 0.0010 ips: 12.7403 images/s [11/14 07:16:35] ppdet.engine INFO: Epoch: [29] [3120/3251] learning_rate: 0.158881 loss_vfl: 0.826777 loss_bbox: 0.267345 loss_dfl: 0.182793 loss: 1.296578 eta: 5 days, 17:12:07 batch_cost: 2.1582 data_cost: 0.0010 ips: 12.9736 images/s [11/14 07:17:23] ppdet.engine INFO: Epoch: [29] [3140/3251] learning_rate: 0.158865 loss_vfl: 0.840691 loss_bbox: 0.295445 loss_dfl: 0.194061 loss: 1.333097 eta: 5 days, 17:11:28 batch_cost: 2.2620 data_cost: 0.0009 ips: 12.3785 images/s [11/14 07:18:10] ppdet.engine INFO: Epoch: [29] [3160/3251] learning_rate: 0.158850 loss_vfl: 0.827944 loss_bbox: 0.282291 loss_dfl: 0.191756 loss: 1.323838 eta: 5 days, 17:10:45 batch_cost: 2.1852 data_cost: 0.0010 ips: 12.8136 images/s [11/14 07:18:57] ppdet.engine INFO: Epoch: [29] [3180/3251] learning_rate: 0.158834 loss_vfl: 0.836690 loss_bbox: 0.284392 loss_dfl: 0.191012 loss: 1.288069 eta: 5 days, 17:10:03 batch_cost: 2.1915 data_cost: 0.0009 ips: 12.7765 images/s [11/14 07:19:43] ppdet.engine INFO: Epoch: [29] [3200/3251] learning_rate: 0.158818 loss_vfl: 0.834261 loss_bbox: 0.293212 loss_dfl: 0.196861 loss: 1.322328 eta: 5 days, 17:09:19 batch_cost: 2.1587 data_cost: 0.0010 ips: 12.9707 images/s [11/14 07:20:30] ppdet.engine INFO: Epoch: [29] [3220/3251] learning_rate: 0.158803 loss_vfl: 0.837743 loss_bbox: 0.282558 loss_dfl: 0.178962 loss: 1.315812 eta: 5 days, 17:08:38 batch_cost: 2.2217 data_cost: 0.0010 ips: 12.6030 images/s [11/14 07:21:15] ppdet.engine INFO: Epoch: [29] [3240/3251] learning_rate: 0.158787 loss_vfl: 0.864495 loss_bbox: 0.269603 loss_dfl: 0.180216 loss: 1.329516 eta: 5 days, 17:07:52 batch_cost: 2.1138 data_cost: 0.0014 ips: 13.2464 images/s [11/14 07:21:35] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_lcnet_2_5x_640_mainbody [11/14 07:21:35] ppdet.engine INFO: Eval iter: 0 [11/14 07:22:22] ppdet.engine INFO: Eval iter: 100 [11/14 07:22:48] ppdet.engine INFO: Eval iter: 200 [11/14 07:23:15] ppdet.engine INFO: Eval iter: 300 [11/14 07:23:45] ppdet.engine INFO: Eval iter: 400 [11/14 07:24:12] ppdet.engine INFO: Eval iter: 500 [11/14 07:24:39] ppdet.engine INFO: Eval iter: 600 [11/14 07:25:07] ppdet.engine INFO: Eval iter: 700 [11/14 07:25:36] ppdet.engine INFO: Eval iter: 800 [11/14 07:26:04] ppdet.engine INFO: Eval iter: 900 [11/14 07:26:34] ppdet.engine INFO: Eval iter: 1000 [11/14 07:27:02] ppdet.engine INFO: Eval iter: 1100 [11/14 07:27:28] ppdet.engine INFO: Eval iter: 1200 [11/14 07:27:54] ppdet.engine INFO: Eval iter: 1300 [11/14 07:28:20] ppdet.engine INFO: Eval iter: 1400 [11/14 07:28:46] ppdet.engine INFO: Eval iter: 1500 [11/14 07:29:13] ppdet.engine INFO: Eval iter: 1600 [11/14 07:29:40] ppdet.engine INFO: Eval iter: 1700 [11/14 07:30:06] ppdet.engine INFO: Eval iter: 1800 [11/14 07:30:33] ppdet.engine INFO: Eval iter: 1900 [11/14 07:30:59] ppdet.engine INFO: Eval iter: 2000 [11/14 07:31:27] ppdet.engine INFO: Eval iter: 2100 [11/14 07:31:55] ppdet.engine INFO: Eval iter: 2200 [11/14 07:32:24] ppdet.engine INFO: Eval iter: 2300 [11/14 07:33:23] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json. loading annotations into memory... Done (t=1.18s) creating index... index created! [11/14 07:33:25] ppdet.metrics.coco_utils INFO: Start evaluate... Loading and preparing results... DONE (t=15.26s) creating index... index created! Running per image evaluation... Evaluate annotation type *bbox* DONE (t=377.82s). Accumulating evaluation results... DONE (t=29.19s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.384 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.584 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.408 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.204 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.427 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 ] = 0.080 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.381 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.586 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.346 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.614 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.741 [11/14 07:40:31] ppdet.engine INFO: Total sample number: 19074, averge FPS: 28.28347331829048 [11/14 07:40:31] ppdet.engine INFO: Best test bbox ap is 0.394. [11/14 07:40:32] ppdet.engine INFO: Epoch: [30] [ 0/3251] learning_rate: 0.158779 loss_vfl: 0.850157 loss_bbox: 0.327003 loss_dfl: 0.206308 loss: 1.381711 eta: 5 days, 17:06:56 batch_cost: 1.4286 data_cost: 0.0013 ips: 19.6001 images/s [11/14 07:41:23] ppdet.engine INFO: Epoch: [30] [ 20/3251] learning_rate: 0.158763 loss_vfl: 0.784504 loss_bbox: 0.290823 loss_dfl: 0.188594 loss: 1.262179 eta: 5 days, 17:06:20 batch_cost: 2.3412 data_cost: 0.0010 ips: 11.9596 images/s [11/14 07:42:10] ppdet.engine INFO: Epoch: [30] [ 40/3251] learning_rate: 0.158747 loss_vfl: 0.832662 loss_bbox: 0.301487 loss_dfl: 0.198642 loss: 1.341080 eta: 5 days, 17:05:41 batch_cost: 2.2569 data_cost: 0.0009 ips: 12.4061 images/s [11/14 07:42:58] ppdet.engine INFO: Epoch: [30] [ 60/3251] learning_rate: 0.158732 loss_vfl: 0.839548 loss_bbox: 0.312936 loss_dfl: 0.196515 loss: 1.330224 eta: 5 days, 17:05:00 batch_cost: 2.2082 data_cost: 0.0011 ips: 12.6798 images/s [11/14 07:43:45] ppdet.engine INFO: Epoch: [30] [ 80/3251] learning_rate: 0.158716 loss_vfl: 0.829750 loss_bbox: 0.289303 loss_dfl: 0.189814 loss: 1.329125 eta: 5 days, 17:04:19 batch_cost: 2.2282 data_cost: 0.0009 ips: 12.5664 images/s [11/14 07:44:32] ppdet.engine INFO: Epoch: [30] [ 100/3251] learning_rate: 0.158700 loss_vfl: 0.827842 loss_bbox: 0.328178 loss_dfl: 0.200433 loss: 1.337632 eta: 5 days, 17:03:38 batch_cost: 2.2169 data_cost: 0.0011 ips: 12.6303 images/s [11/14 07:45:18] ppdet.engine INFO: Epoch: [30] [ 120/3251] learning_rate: 0.158685 loss_vfl: 0.835512 loss_bbox: 0.292681 loss_dfl: 0.180641 loss: 1.344284 eta: 5 days, 17:02:54 batch_cost: 2.1664 data_cost: 0.0010 ips: 12.9247 images/s [11/14 07:46:03] ppdet.engine INFO: Epoch: [30] [ 140/3251] learning_rate: 0.158669 loss_vfl: 0.830666 loss_bbox: 0.295411 loss_dfl: 0.193316 loss: 1.333586 eta: 5 days, 17:02:11 batch_cost: 2.1711 data_cost: 0.0010 ips: 12.8968 images/s [11/14 07:46:50] ppdet.engine INFO: Epoch: [30] [ 160/3251] learning_rate: 0.158653 loss_vfl: 0.805030 loss_bbox: 0.291884 loss_dfl: 0.195439 loss: 1.306283 eta: 5 days, 17:01:25 batch_cost: 2.1149 data_cost: 0.0011 ips: 13.2393 images/s [11/14 07:47:36] ppdet.engine INFO: Epoch: [30] [ 180/3251] learning_rate: 0.158638 loss_vfl: 0.812457 loss_bbox: 0.273838 loss_dfl: 0.180239 loss: 1.251465 eta: 5 days, 17:00:44 batch_cost: 2.2199 data_cost: 0.0014 ips: 12.6134 images/s [11/14 07:48:23] ppdet.engine INFO: Epoch: [30] [ 200/3251] learning_rate: 0.158622 loss_vfl: 0.832029 loss_bbox: 0.295188 loss_dfl: 0.189083 loss: 1.302832 eta: 5 days, 17:00:01 batch_cost: 2.1816 data_cost: 0.0010 ips: 12.8344 images/s [11/14 07:49:12] ppdet.engine INFO: Epoch: [30] [ 220/3251] learning_rate: 0.158606 loss_vfl: 0.830781 loss_bbox: 0.297842 loss_dfl: 0.189871 loss: 1.299011 eta: 5 days, 16:59:22 batch_cost: 2.2605 data_cost: 0.0009 ips: 12.3868 images/s [11/14 07:49:59] ppdet.engine INFO: Epoch: [30] [ 240/3251] learning_rate: 0.158591 loss_vfl: 0.797195 loss_bbox: 0.294953 loss_dfl: 0.188562 loss: 1.302706 eta: 5 days, 16:58:40 batch_cost: 2.1990 data_cost: 0.0011 ips: 12.7333 images/s [11/14 07:50:44] ppdet.engine INFO: Epoch: [30] [ 260/3251] learning_rate: 0.158575 loss_vfl: 0.846154 loss_bbox: 0.307854 loss_dfl: 0.188399 loss: 1.295886 eta: 5 days, 16:57:57 batch_cost: 2.1782 data_cost: 0.0010 ips: 12.8549 images/s [11/14 07:51:32] ppdet.engine INFO: Epoch: [30] [ 280/3251] learning_rate: 0.158559 loss_vfl: 0.820186 loss_bbox: 0.284597 loss_dfl: 0.187147 loss: 1.287330 eta: 5 days, 16:57:15 batch_cost: 2.1914 data_cost: 0.0009 ips: 12.7774 images/s [11/14 07:52:16] ppdet.engine INFO: Epoch: [30] [ 300/3251] learning_rate: 0.158544 loss_vfl: 0.833079 loss_bbox: 0.241024 loss_dfl: 0.163995 loss: 1.248553 eta: 5 days, 16:56:30 batch_cost: 2.1274 data_cost: 0.0010 ips: 13.1613 images/s [11/14 07:53:05] ppdet.engine INFO: Epoch: [30] [ 320/3251] learning_rate: 0.158528 loss_vfl: 0.826074 loss_bbox: 0.285523 loss_dfl: 0.188316 loss: 1.320128 eta: 5 days, 16:55:49 batch_cost: 2.2306 data_cost: 0.0010 ips: 12.5527 images/s [11/14 07:53:52] ppdet.engine INFO: Epoch: [30] [ 340/3251] learning_rate: 0.158512 loss_vfl: 0.817877 loss_bbox: 0.284823 loss_dfl: 0.176394 loss: 1.299146 eta: 5 days, 16:55:06 batch_cost: 2.1834 data_cost: 0.0012 ips: 12.8240 images/s [11/14 07:54:38] ppdet.engine INFO: Epoch: [30] [ 360/3251] learning_rate: 0.158497 loss_vfl: 0.839081 loss_bbox: 0.251417 loss_dfl: 0.167301 loss: 1.294766 eta: 5 days, 16:54:26 batch_cost: 2.2306 data_cost: 0.0010 ips: 12.5525 images/s [11/14 07:55:26] ppdet.engine INFO: Epoch: [30] [ 380/3251] learning_rate: 0.158481 loss_vfl: 0.802933 loss_bbox: 0.305834 loss_dfl: 0.191528 loss: 1.300360 eta: 5 days, 16:53:44 batch_cost: 2.2067 data_cost: 0.0009 ips: 12.6886 images/s [11/14 07:56:13] ppdet.engine INFO: Epoch: [30] [ 400/3251] learning_rate: 0.158465 loss_vfl: 0.822175 loss_bbox: 0.299769 loss_dfl: 0.205653 loss: 1.305957 eta: 5 days, 16:53:00 batch_cost: 2.1521 data_cost: 0.0011 ips: 13.0108 images/s [11/14 07:57:01] ppdet.engine INFO: Epoch: [30] [ 420/3251] learning_rate: 0.158450 loss_vfl: 0.842350 loss_bbox: 0.282740 loss_dfl: 0.180271 loss: 1.332845 eta: 5 days, 16:52:20 batch_cost: 2.2541 data_cost: 0.0009 ips: 12.4215 images/s [11/14 07:57:46] ppdet.engine INFO: Epoch: [30] [ 440/3251] learning_rate: 0.158434 loss_vfl: 0.836409 loss_bbox: 0.306964 loss_dfl: 0.194233 loss: 1.315641 eta: 5 days, 16:51:32 batch_cost: 2.0502 data_cost: 0.0009 ips: 13.6569 images/s [11/14 07:58:34] ppdet.engine INFO: Epoch: [30] [ 460/3251] learning_rate: 0.158418 loss_vfl: 0.827150 loss_bbox: 0.314577 loss_dfl: 0.206770 loss: 1.370101 eta: 5 days, 16:50:51 batch_cost: 2.2249 data_cost: 0.0011 ips: 12.5849 images/s [11/14 07:59:19] ppdet.engine INFO: Epoch: [30] [ 480/3251] learning_rate: 0.158403 loss_vfl: 0.831094 loss_bbox: 0.298133 loss_dfl: 0.193604 loss: 1.310077 eta: 5 days, 16:50:06 batch_cost: 2.1416 data_cost: 0.0012 ips: 13.0744 images/s [11/14 08:00:06] ppdet.engine INFO: Epoch: [30] [ 500/3251] learning_rate: 0.158387 loss_vfl: 0.838114 loss_bbox: 0.273179 loss_dfl: 0.185809 loss: 1.288211 eta: 5 days, 16:49:25 batch_cost: 2.2164 data_cost: 0.0010 ips: 12.6329 images/s [11/14 08:00:53] ppdet.engine INFO: Epoch: [30] [ 520/3251] learning_rate: 0.158371 loss_vfl: 0.828263 loss_bbox: 0.305566 loss_dfl: 0.197240 loss: 1.329953 eta: 5 days, 16:48:43 batch_cost: 2.2023 data_cost: 0.0010 ips: 12.7138 images/s [11/14 08:01:42] ppdet.engine INFO: Epoch: [30] [ 540/3251] learning_rate: 0.158356 loss_vfl: 0.850154 loss_bbox: 0.287681 loss_dfl: 0.192342 loss: 1.312249 eta: 5 days, 16:48:07 batch_cost: 2.3238 data_cost: 0.0009 ips: 12.0490 images/s [11/14 08:02:27] ppdet.engine INFO: Epoch: [30] [ 560/3251] learning_rate: 0.158340 loss_vfl: 0.841314 loss_bbox: 0.291905 loss_dfl: 0.188480 loss: 1.326983 eta: 5 days, 16:47:21 batch_cost: 2.1127 data_cost: 0.0010 ips: 13.2529 images/s [11/14 08:03:14] ppdet.engine INFO: Epoch: [30] [ 580/3251] learning_rate: 0.158324 loss_vfl: 0.833615 loss_bbox: 0.313875 loss_dfl: 0.209690 loss: 1.334570 eta: 5 days, 16:46:40 batch_cost: 2.2290 data_cost: 0.0010 ips: 12.5618 images/s [11/14 08:04:00] ppdet.engine INFO: Epoch: [30] [ 600/3251] learning_rate: 0.158308 loss_vfl: 0.834262 loss_bbox: 0.288740 loss_dfl: 0.180557 loss: 1.310709 eta: 5 days, 16:45:59 batch_cost: 2.2137 data_cost: 0.0011 ips: 12.6484 images/s [11/14 08:04:47] ppdet.engine INFO: Epoch: [30] [ 620/3251] learning_rate: 0.158293 loss_vfl: 0.830607 loss_bbox: 0.323272 loss_dfl: 0.201755 loss: 1.358159 eta: 5 days, 16:45:18 batch_cost: 2.2301 data_cost: 0.0010 ips: 12.5552 images/s [11/14 08:05:32] ppdet.engine INFO: Epoch: [30] [ 640/3251] learning_rate: 0.158277 loss_vfl: 0.807763 loss_bbox: 0.294610 loss_dfl: 0.191022 loss: 1.307471 eta: 5 days, 16:44:34 batch_cost: 2.1549 data_cost: 0.0010 ips: 12.9936 images/s [11/14 08:06:19] ppdet.engine INFO: Epoch: [30] [ 660/3251] learning_rate: 0.158261 loss_vfl: 0.816576 loss_bbox: 0.337012 loss_dfl: 0.203700 loss: 1.353092 eta: 5 days, 16:43:52 batch_cost: 2.2039 data_cost: 0.0011 ips: 12.7050 images/s [11/14 08:07:07] ppdet.engine INFO: Epoch: [30] [ 680/3251] learning_rate: 0.158246 loss_vfl: 0.816878 loss_bbox: 0.288069 loss_dfl: 0.190496 loss: 1.293466 eta: 5 days, 16:43:15 batch_cost: 2.2912 data_cost: 0.0009 ips: 12.2205 images/s [11/14 08:07:54] ppdet.engine INFO: Epoch: [30] [ 700/3251] learning_rate: 0.158230 loss_vfl: 0.816038 loss_bbox: 0.295061 loss_dfl: 0.190243 loss: 1.323889 eta: 5 days, 16:42:35 batch_cost: 2.2430 data_cost: 0.0014 ips: 12.4830 images/s [11/14 08:08:39] ppdet.engine INFO: Epoch: [30] [ 720/3251] learning_rate: 0.158214 loss_vfl: 0.853740 loss_bbox: 0.264898 loss_dfl: 0.178925 loss: 1.270419 eta: 5 days, 16:41:44 batch_cost: 2.0188 data_cost: 0.0011 ips: 13.8697 images/s [11/14 08:09:26] ppdet.engine INFO: Epoch: [30] [ 740/3251] learning_rate: 0.158199 loss_vfl: 0.827912 loss_bbox: 0.299851 loss_dfl: 0.191486 loss: 1.328556 eta: 5 days, 16:41:05 batch_cost: 2.2488 data_cost: 0.0012 ips: 12.4512 images/s [11/14 08:10:14] ppdet.engine INFO: Epoch: [30] [ 760/3251] learning_rate: 0.158183 loss_vfl: 0.849305 loss_bbox: 0.290274 loss_dfl: 0.199273 loss: 1.357274 eta: 5 days, 16:40:26 batch_cost: 2.2610 data_cost: 0.0010 ips: 12.3840 images/s [11/14 08:11:01] ppdet.engine INFO: Epoch: [30] [ 780/3251] learning_rate: 0.158167 loss_vfl: 0.843053 loss_bbox: 0.287068 loss_dfl: 0.194841 loss: 1.327409 eta: 5 days, 16:39:47 batch_cost: 2.2741 data_cost: 0.0011 ips: 12.3125 images/s [11/14 08:11:48] ppdet.engine INFO: Epoch: [30] [ 800/3251] learning_rate: 0.158151 loss_vfl: 0.815578 loss_bbox: 0.295055 loss_dfl: 0.198293 loss: 1.309186 eta: 5 days, 16:39:01 batch_cost: 2.1112 data_cost: 0.0014 ips: 13.2627 images/s [11/14 08:12:35] ppdet.engine INFO: Epoch: [30] [ 820/3251] learning_rate: 0.158136 loss_vfl: 0.816050 loss_bbox: 0.285579 loss_dfl: 0.179460 loss: 1.323373 eta: 5 days, 16:38:15 batch_cost: 2.1054 data_cost: 0.0010 ips: 13.2991 images/s [11/14 08:13:21] ppdet.engine INFO: Epoch: [30] [ 840/3251] learning_rate: 0.158120 loss_vfl: 0.802248 loss_bbox: 0.282911 loss_dfl: 0.181126 loss: 1.240558 eta: 5 days, 16:37:31 batch_cost: 2.1715 data_cost: 0.0011 ips: 12.8942 images/s [11/14 08:14:08] ppdet.engine INFO: Epoch: [30] [ 860/3251] learning_rate: 0.158104 loss_vfl: 0.842164 loss_bbox: 0.281784 loss_dfl: 0.190224 loss: 1.315554 eta: 5 days, 16:36:51 batch_cost: 2.2287 data_cost: 0.0010 ips: 12.5636 images/s [11/14 08:14:53] ppdet.engine INFO: Epoch: [30] [ 880/3251] learning_rate: 0.158088 loss_vfl: 0.838447 loss_bbox: 0.268853 loss_dfl: 0.176423 loss: 1.305010 eta: 5 days, 16:36:06 batch_cost: 2.1399 data_cost: 0.0012 ips: 13.0846 images/s [11/14 08:15:38] ppdet.engine INFO: Epoch: [30] [ 900/3251] learning_rate: 0.158073 loss_vfl: 0.811106 loss_bbox: 0.274696 loss_dfl: 0.183480 loss: 1.306206 eta: 5 days, 16:35:20 batch_cost: 2.1197 data_cost: 0.0012 ips: 13.2096 images/s [11/14 08:16:23] ppdet.engine INFO: Epoch: [30] [ 920/3251] learning_rate: 0.158057 loss_vfl: 0.845504 loss_bbox: 0.304419 loss_dfl: 0.193653 loss: 1.350826 eta: 5 days, 16:34:35 batch_cost: 2.1352 data_cost: 0.0017 ips: 13.1136 images/s [11/14 08:17:10] ppdet.engine INFO: Epoch: [30] [ 940/3251] learning_rate: 0.158041 loss_vfl: 0.817699 loss_bbox: 0.297915 loss_dfl: 0.189062 loss: 1.303295 eta: 5 days, 16:33:55 batch_cost: 2.2414 data_cost: 0.0011 ips: 12.4922 images/s [11/14 08:17:57] ppdet.engine INFO: Epoch: [30] [ 960/3251] learning_rate: 0.158025 loss_vfl: 0.831898 loss_bbox: 0.277233 loss_dfl: 0.181536 loss: 1.266377 eta: 5 days, 16:33:12 batch_cost: 2.1680 data_cost: 0.0010 ips: 12.9152 images/s [11/14 08:18:44] ppdet.engine INFO: Epoch: [30] [ 980/3251] learning_rate: 0.158010 loss_vfl: 0.831031 loss_bbox: 0.299663 loss_dfl: 0.188668 loss: 1.332184 eta: 5 days, 16:32:27 batch_cost: 2.1420 data_cost: 0.0011 ips: 13.0717 images/s [11/14 08:19:30] ppdet.engine INFO: Epoch: [30] [1000/3251] learning_rate: 0.157994 loss_vfl: 0.837390 loss_bbox: 0.273718 loss_dfl: 0.183703 loss: 1.282366 eta: 5 days, 16:31:42 batch_cost: 2.1258 data_cost: 0.0010 ips: 13.1712 images/s [11/14 08:20:15] ppdet.engine INFO: Epoch: [30] [1020/3251] learning_rate: 0.157978 loss_vfl: 0.822454 loss_bbox: 0.293837 loss_dfl: 0.191882 loss: 1.324544 eta: 5 days, 16:30:55 batch_cost: 2.0990 data_cost: 0.0009 ips: 13.3399 images/s [11/14 08:21:02] ppdet.engine INFO: Epoch: [30] [1040/3251] learning_rate: 0.157963 loss_vfl: 0.838980 loss_bbox: 0.297347 loss_dfl: 0.190934 loss: 1.337905 eta: 5 days, 16:30:12 batch_cost: 2.1669 data_cost: 0.0017 ips: 12.9215 images/s [11/14 08:21:50] ppdet.engine INFO: Epoch: [30] [1060/3251] learning_rate: 0.157947 loss_vfl: 0.809433 loss_bbox: 0.313128 loss_dfl: 0.196660 loss: 1.317410 eta: 5 days, 16:29:35 batch_cost: 2.3080 data_cost: 0.0009 ips: 12.1316 images/s [11/14 08:22:35] ppdet.engine INFO: Epoch: [30] [1080/3251] learning_rate: 0.157931 loss_vfl: 0.815203 loss_bbox: 0.268574 loss_dfl: 0.185737 loss: 1.311536 eta: 5 days, 16:28:51 batch_cost: 2.1661 data_cost: 0.0021 ips: 12.9262 images/s [11/14 08:23:22] ppdet.engine INFO: Epoch: [30] [1100/3251] learning_rate: 0.157915 loss_vfl: 0.846462 loss_bbox: 0.306773 loss_dfl: 0.207680 loss: 1.356340 eta: 5 days, 16:28:09 batch_cost: 2.1952 data_cost: 0.0009 ips: 12.7554 images/s [11/14 08:24:07] ppdet.engine INFO: Epoch: [30] [1120/3251] learning_rate: 0.157899 loss_vfl: 0.835714 loss_bbox: 0.259035 loss_dfl: 0.177969 loss: 1.288074 eta: 5 days, 16:27:25 batch_cost: 2.1623 data_cost: 0.0011 ips: 12.9489 images/s [11/14 08:24:54] ppdet.engine INFO: Epoch: [30] [1140/3251] learning_rate: 0.157884 loss_vfl: 0.827239 loss_bbox: 0.297742 loss_dfl: 0.195486 loss: 1.334951 eta: 5 days, 16:26:45 batch_cost: 2.2484 data_cost: 0.0014 ips: 12.4534 images/s [11/14 08:25:40] ppdet.engine INFO: Epoch: [30] [1160/3251] learning_rate: 0.157868 loss_vfl: 0.817331 loss_bbox: 0.278910 loss_dfl: 0.180977 loss: 1.286735 eta: 5 days, 16:26:03 batch_cost: 2.1869 data_cost: 0.0010 ips: 12.8034 images/s [11/14 08:26:27] ppdet.engine INFO: Epoch: [30] [1180/3251] learning_rate: 0.157852 loss_vfl: 0.808300 loss_bbox: 0.292139 loss_dfl: 0.190964 loss: 1.289164 eta: 5 days, 16:25:24 batch_cost: 2.2668 data_cost: 0.0009 ips: 12.3520 images/s [11/14 08:27:16] ppdet.engine INFO: Epoch: [30] [1200/3251] learning_rate: 0.157836 loss_vfl: 0.833731 loss_bbox: 0.269730 loss_dfl: 0.179129 loss: 1.284472 eta: 5 days, 16:24:40 batch_cost: 2.1683 data_cost: 0.0018 ips: 12.9132 images/s [11/14 08:28:04] ppdet.engine INFO: Epoch: [30] [1220/3251] learning_rate: 0.157821 loss_vfl: 0.831571 loss_bbox: 0.288206 loss_dfl: 0.187066 loss: 1.283068 eta: 5 days, 16:24:00 batch_cost: 2.2371 data_cost: 0.0010 ips: 12.5163 images/s [11/14 08:28:50] ppdet.engine INFO: Epoch: [30] [1240/3251] learning_rate: 0.157805 loss_vfl: 0.833919 loss_bbox: 0.285555 loss_dfl: 0.186580 loss: 1.307984 eta: 5 days, 16:23:18 batch_cost: 2.1956 data_cost: 0.0014 ips: 12.7529 images/s [11/14 08:29:36] ppdet.engine INFO: Epoch: [30] [1260/3251] learning_rate: 0.157789 loss_vfl: 0.829058 loss_bbox: 0.290337 loss_dfl: 0.196752 loss: 1.354677 eta: 5 days, 16:22:34 batch_cost: 2.1539 data_cost: 0.0009 ips: 12.9997 images/s [11/14 08:30:23] ppdet.engine INFO: Epoch: [30] [1280/3251] learning_rate: 0.157773 loss_vfl: 0.826133 loss_bbox: 0.304558 loss_dfl: 0.205027 loss: 1.318582 eta: 5 days, 16:21:53 batch_cost: 2.2335 data_cost: 0.0010 ips: 12.5366 images/s [11/14 08:31:09] ppdet.engine INFO: Epoch: [30] [1300/3251] learning_rate: 0.157758 loss_vfl: 0.859163 loss_bbox: 0.280822 loss_dfl: 0.188868 loss: 1.360096 eta: 5 days, 16:21:09 batch_cost: 2.1565 data_cost: 0.0012 ips: 12.9843 images/s [11/14 08:31:58] ppdet.engine INFO: Epoch: [30] [1320/3251] learning_rate: 0.157742 loss_vfl: 0.832956 loss_bbox: 0.288432 loss_dfl: 0.194916 loss: 1.318100 eta: 5 days, 16:20:32 batch_cost: 2.3051 data_cost: 0.0009 ips: 12.1471 images/s [11/14 08:32:44] ppdet.engine INFO: Epoch: [30] [1340/3251] learning_rate: 0.157726 loss_vfl: 0.832301 loss_bbox: 0.291832 loss_dfl: 0.187406 loss: 1.343526 eta: 5 days, 16:19:50 batch_cost: 2.1955 data_cost: 0.0009 ips: 12.7535 images/s [11/14 08:33:31] ppdet.engine INFO: Epoch: [30] [1360/3251] learning_rate: 0.157710 loss_vfl: 0.824050 loss_bbox: 0.287854 loss_dfl: 0.187035 loss: 1.289099 eta: 5 days, 16:19:08 batch_cost: 2.2051 data_cost: 0.0010 ips: 12.6980 images/s [11/14 08:34:20] ppdet.engine INFO: Epoch: [30] [1380/3251] learning_rate: 0.157694 loss_vfl: 0.826171 loss_bbox: 0.261444 loss_dfl: 0.175185 loss: 1.284155 eta: 5 days, 16:18:31 batch_cost: 2.3100 data_cost: 0.0010 ips: 12.1214 images/s [11/14 08:35:07] ppdet.engine INFO: Epoch: [30] [1400/3251] learning_rate: 0.157679 loss_vfl: 0.802824 loss_bbox: 0.264749 loss_dfl: 0.171771 loss: 1.283076 eta: 5 days, 16:17:51 batch_cost: 2.2372 data_cost: 0.0010 ips: 12.5154 images/s [11/14 08:35:52] ppdet.engine INFO: Epoch: [30] [1420/3251] learning_rate: 0.157663 loss_vfl: 0.818738 loss_bbox: 0.284765 loss_dfl: 0.198635 loss: 1.334865 eta: 5 days, 16:17:03 batch_cost: 2.0688 data_cost: 0.0012 ips: 13.5345 images/s [11/14 08:36:38] ppdet.engine INFO: Epoch: [30] [1440/3251] learning_rate: 0.157647 loss_vfl: 0.836238 loss_bbox: 0.279004 loss_dfl: 0.180520 loss: 1.280220 eta: 5 days, 16:16:19 batch_cost: 2.1462 data_cost: 0.0010 ips: 13.0461 images/s [11/14 08:37:23] ppdet.engine INFO: Epoch: [30] [1460/3251] learning_rate: 0.157631 loss_vfl: 0.836797 loss_bbox: 0.273674 loss_dfl: 0.172880 loss: 1.269420 eta: 5 days, 16:15:34 batch_cost: 2.1476 data_cost: 0.0010 ips: 13.0378 images/s [11/14 08:38:10] ppdet.engine INFO: Epoch: [30] [1480/3251] learning_rate: 0.157616 loss_vfl: 0.858347 loss_bbox: 0.278146 loss_dfl: 0.175067 loss: 1.301904 eta: 5 days, 16:14:51 batch_cost: 2.1691 data_cost: 0.0009 ips: 12.9086 images/s [11/14 08:38:58] ppdet.engine INFO: Epoch: [30] [1500/3251] learning_rate: 0.157600 loss_vfl: 0.845294 loss_bbox: 0.305215 loss_dfl: 0.194655 loss: 1.333648 eta: 5 days, 16:14:10 batch_cost: 2.2300 data_cost: 0.0011 ips: 12.5562 images/s [11/14 08:39:45] ppdet.engine INFO: Epoch: [30] [1520/3251] learning_rate: 0.157584 loss_vfl: 0.830754 loss_bbox: 0.297129 loss_dfl: 0.190130 loss: 1.337952 eta: 5 days, 16:13:28 batch_cost: 2.1897 data_cost: 0.0009 ips: 12.7873 images/s [11/14 08:40:32] ppdet.engine INFO: Epoch: [30] [1540/3251] learning_rate: 0.157568 loss_vfl: 0.815095 loss_bbox: 0.315769 loss_dfl: 0.204729 loss: 1.331634 eta: 5 days, 16:12:49 batch_cost: 2.2739 data_cost: 0.0011 ips: 12.3136 images/s [11/14 08:41:19] ppdet.engine INFO: Epoch: [30] [1560/3251] learning_rate: 0.157552 loss_vfl: 0.820823 loss_bbox: 0.256432 loss_dfl: 0.183026 loss: 1.295931 eta: 5 days, 16:12:09 batch_cost: 2.2314 data_cost: 0.0015 ips: 12.5480 images/s [11/14 08:42:04] ppdet.engine INFO: Epoch: [30] [1580/3251] learning_rate: 0.157536 loss_vfl: 0.839246 loss_bbox: 0.322122 loss_dfl: 0.200655 loss: 1.311928 eta: 5 days, 16:11:23 batch_cost: 2.1292 data_cost: 0.0010 ips: 13.1502 images/s [11/14 08:42:48] ppdet.engine INFO: Epoch: [30] [1600/3251] learning_rate: 0.157521 loss_vfl: 0.831848 loss_bbox: 0.317121 loss_dfl: 0.199827 loss: 1.341586 eta: 5 days, 16:10:36 batch_cost: 2.0912 data_cost: 0.0017 ips: 13.3896 images/s [11/14 08:43:37] ppdet.engine INFO: Epoch: [30] [1620/3251] learning_rate: 0.157505 loss_vfl: 0.835434 loss_bbox: 0.323081 loss_dfl: 0.200403 loss: 1.341365 eta: 5 days, 16:09:59 batch_cost: 2.2996 data_cost: 0.0011 ips: 12.1759 images/s [11/14 08:44:23] ppdet.engine INFO: Epoch: [30] [1640/3251] learning_rate: 0.157489 loss_vfl: 0.827451 loss_bbox: 0.295590 loss_dfl: 0.179864 loss: 1.302096 eta: 5 days, 16:09:14 batch_cost: 2.1388 data_cost: 0.0010 ips: 13.0917 images/s [11/14 08:45:09] ppdet.engine INFO: Epoch: [30] [1660/3251] learning_rate: 0.157473 loss_vfl: 0.822228 loss_bbox: 0.303246 loss_dfl: 0.194340 loss: 1.352796 eta: 5 days, 16:08:30 batch_cost: 2.1521 data_cost: 0.0010 ips: 13.0108 images/s [11/14 08:45:56] ppdet.engine INFO: Epoch: [30] [1680/3251] learning_rate: 0.157457 loss_vfl: 0.831433 loss_bbox: 0.318441 loss_dfl: 0.199670 loss: 1.332534 eta: 5 days, 16:07:49 batch_cost: 2.2256 data_cost: 0.0010 ips: 12.5812 images/s [11/14 08:46:43] ppdet.engine INFO: Epoch: [30] [1700/3251] learning_rate: 0.157442 loss_vfl: 0.836670 loss_bbox: 0.306545 loss_dfl: 0.194679 loss: 1.335209 eta: 5 days, 16:07:06 batch_cost: 2.1764 data_cost: 0.0009 ips: 12.8651 images/s [11/14 08:47:29] ppdet.engine INFO: Epoch: [30] [1720/3251] learning_rate: 0.157426 loss_vfl: 0.821064 loss_bbox: 0.334232 loss_dfl: 0.211760 loss: 1.362552 eta: 5 days, 16:06:22 batch_cost: 2.1455 data_cost: 0.0011 ips: 13.0505 images/s [11/14 08:48:16] ppdet.engine INFO: Epoch: [30] [1740/3251] learning_rate: 0.157410 loss_vfl: 0.837364 loss_bbox: 0.332556 loss_dfl: 0.203169 loss: 1.392926 eta: 5 days, 16:05:42 batch_cost: 2.2647 data_cost: 0.0010 ips: 12.3637 images/s [11/14 08:49:02] ppdet.engine INFO: Epoch: [30] [1760/3251] learning_rate: 0.157394 loss_vfl: 0.829878 loss_bbox: 0.290561 loss_dfl: 0.202426 loss: 1.342593 eta: 5 days, 16:04:57 batch_cost: 2.1171 data_cost: 0.0009 ips: 13.2258 images/s [11/14 08:49:50] ppdet.engine INFO: Epoch: [30] [1780/3251] learning_rate: 0.157378 loss_vfl: 0.816151 loss_bbox: 0.277782 loss_dfl: 0.172132 loss: 1.284146 eta: 5 days, 16:04:18 batch_cost: 2.2658 data_cost: 0.0010 ips: 12.3577 images/s [11/14 08:50:36] ppdet.engine INFO: Epoch: [30] [1800/3251] learning_rate: 0.157362 loss_vfl: 0.833005 loss_bbox: 0.299746 loss_dfl: 0.188983 loss: 1.329091 eta: 5 days, 16:03:33 batch_cost: 2.1448 data_cost: 0.0013 ips: 13.0548 images/s [11/14 08:51:23] ppdet.engine INFO: Epoch: [30] [1820/3251] learning_rate: 0.157347 loss_vfl: 0.850973 loss_bbox: 0.313109 loss_dfl: 0.194146 loss: 1.358419 eta: 5 days, 16:02:51 batch_cost: 2.1908 data_cost: 0.0010 ips: 12.7807 images/s [11/14 08:52:09] ppdet.engine INFO: Epoch: [30] [1840/3251] learning_rate: 0.157331 loss_vfl: 0.806936 loss_bbox: 0.268933 loss_dfl: 0.180116 loss: 1.257847 eta: 5 days, 16:02:09 batch_cost: 2.2066 data_cost: 0.0010 ips: 12.6892 images/s [11/14 08:52:54] ppdet.engine INFO: Epoch: [30] [1860/3251] learning_rate: 0.157315 loss_vfl: 0.822724 loss_bbox: 0.355901 loss_dfl: 0.215865 loss: 1.344490 eta: 5 days, 16:01:24 batch_cost: 2.1281 data_cost: 0.0011 ips: 13.1575 images/s [11/14 08:53:41] ppdet.engine INFO: Epoch: [30] [1880/3251] learning_rate: 0.157299 loss_vfl: 0.832659 loss_bbox: 0.278470 loss_dfl: 0.181968 loss: 1.269139 eta: 5 days, 16:00:43 batch_cost: 2.2225 data_cost: 0.0011 ips: 12.5983 images/s [11/14 08:54:27] ppdet.engine INFO: Epoch: [30] [1900/3251] learning_rate: 0.157283 loss_vfl: 0.832594 loss_bbox: 0.265370 loss_dfl: 0.177332 loss: 1.261337 eta: 5 days, 16:00:01 batch_cost: 2.2050 data_cost: 0.0010 ips: 12.6982 images/s [11/14 08:55:13] ppdet.engine INFO: Epoch: [30] [1920/3251] learning_rate: 0.157267 loss_vfl: 0.816706 loss_bbox: 0.285598 loss_dfl: 0.197702 loss: 1.332037 eta: 5 days, 15:59:19 batch_cost: 2.1943 data_cost: 0.0011 ips: 12.7603 images/s [11/14 08:55:59] ppdet.engine INFO: Epoch: [30] [1940/3251] learning_rate: 0.157252 loss_vfl: 0.877571 loss_bbox: 0.300392 loss_dfl: 0.189785 loss: 1.369472 eta: 5 days, 15:58:38 batch_cost: 2.2245 data_cost: 0.0009 ips: 12.5869 images/s [11/14 08:56:44] ppdet.engine INFO: Epoch: [30] [1960/3251] learning_rate: 0.157236 loss_vfl: 0.852006 loss_bbox: 0.281535 loss_dfl: 0.190638 loss: 1.324259 eta: 5 days, 15:57:54 batch_cost: 2.1536 data_cost: 0.0013 ips: 13.0013 images/s [11/14 08:57:29] ppdet.engine INFO: Epoch: [30] [1980/3251] learning_rate: 0.157220 loss_vfl: 0.833724 loss_bbox: 0.267179 loss_dfl: 0.178140 loss: 1.303243 eta: 5 days, 15:57:08 batch_cost: 2.1286 data_cost: 0.0019 ips: 13.1540 images/s [11/14 08:58:15] ppdet.engine INFO: Epoch: [30] [2000/3251] learning_rate: 0.157204 loss_vfl: 0.814029 loss_bbox: 0.280330 loss_dfl: 0.186433 loss: 1.275550 eta: 5 days, 15:56:25 batch_cost: 2.1690 data_cost: 0.0013 ips: 12.9090 images/s [11/14 08:59:02] ppdet.engine INFO: Epoch: [30] [2020/3251] learning_rate: 0.157188 loss_vfl: 0.813303 loss_bbox: 0.328608 loss_dfl: 0.199595 loss: 1.346563 eta: 5 days, 15:55:44 batch_cost: 2.2186 data_cost: 0.0009 ips: 12.6203 images/s [11/14 08:59:47] ppdet.engine INFO: Epoch: [30] [2040/3251] learning_rate: 0.157172 loss_vfl: 0.833277 loss_bbox: 0.285587 loss_dfl: 0.182435 loss: 1.302318 eta: 5 days, 15:54:59 batch_cost: 2.1324 data_cost: 0.0013 ips: 13.1309 images/s [11/14 09:00:34] ppdet.engine INFO: Epoch: [30] [2060/3251] learning_rate: 0.157156 loss_vfl: 0.825058 loss_bbox: 0.306206 loss_dfl: 0.191586 loss: 1.309033 eta: 5 days, 15:54:11 batch_cost: 2.0667 data_cost: 0.0034 ips: 13.5482 images/s [11/14 09:01:19] ppdet.engine INFO: Epoch: [30] [2080/3251] learning_rate: 0.157141 loss_vfl: 0.841266 loss_bbox: 0.284657 loss_dfl: 0.182504 loss: 1.300932 eta: 5 days, 15:53:28 batch_cost: 2.1834 data_cost: 0.0009 ips: 12.8239 images/s [11/14 09:02:04] ppdet.engine INFO: Epoch: [30] [2100/3251] learning_rate: 0.157125 loss_vfl: 0.834712 loss_bbox: 0.274185 loss_dfl: 0.174037 loss: 1.274926 eta: 5 days, 15:52:44 batch_cost: 2.1572 data_cost: 0.0011 ips: 12.9800 images/s [11/14 09:02:52] ppdet.engine INFO: Epoch: [30] [2120/3251] learning_rate: 0.157109 loss_vfl: 0.822043 loss_bbox: 0.298597 loss_dfl: 0.187023 loss: 1.306871 eta: 5 days, 15:52:06 batch_cost: 2.2855 data_cost: 0.0020 ips: 12.2512 images/s [11/14 09:03:37] ppdet.engine INFO: Epoch: [30] [2140/3251] learning_rate: 0.157093 loss_vfl: 0.802207 loss_bbox: 0.277552 loss_dfl: 0.178971 loss: 1.289777 eta: 5 days, 15:51:22 batch_cost: 2.1514 data_cost: 0.0014 ips: 13.0147 images/s [11/14 09:04:23] ppdet.engine INFO: Epoch: [30] [2160/3251] learning_rate: 0.157077 loss_vfl: 0.841103 loss_bbox: 0.319501 loss_dfl: 0.202408 loss: 1.379819 eta: 5 days, 15:50:40 batch_cost: 2.2023 data_cost: 0.0010 ips: 12.7139 images/s [11/14 09:05:07] ppdet.engine INFO: Epoch: [30] [2180/3251] learning_rate: 0.157061 loss_vfl: 0.837598 loss_bbox: 0.305660 loss_dfl: 0.189324 loss: 1.348512 eta: 5 days, 15:49:53 batch_cost: 2.1020 data_cost: 0.0009 ips: 13.3205 images/s [11/14 09:05:54] ppdet.engine INFO: Epoch: [30] [2200/3251] learning_rate: 0.157045 loss_vfl: 0.835816 loss_bbox: 0.266249 loss_dfl: 0.180670 loss: 1.280673 eta: 5 days, 15:49:09 batch_cost: 2.1441 data_cost: 0.0010 ips: 13.0593 images/s [11/14 09:06:40] ppdet.engine INFO: Epoch: [30] [2220/3251] learning_rate: 0.157030 loss_vfl: 0.813711 loss_bbox: 0.310739 loss_dfl: 0.196634 loss: 1.310060 eta: 5 days, 15:48:26 batch_cost: 2.1793 data_cost: 0.0009 ips: 12.8479 images/s [11/14 09:07:28] ppdet.engine INFO: Epoch: [30] [2240/3251] learning_rate: 0.157014 loss_vfl: 0.826668 loss_bbox: 0.260973 loss_dfl: 0.177116 loss: 1.280031 eta: 5 days, 15:47:47 batch_cost: 2.2607 data_cost: 0.0009 ips: 12.3858 images/s [11/14 09:08:15] ppdet.engine INFO: Epoch: [30] [2260/3251] learning_rate: 0.156998 loss_vfl: 0.820981 loss_bbox: 0.270636 loss_dfl: 0.178425 loss: 1.272412 eta: 5 days, 15:47:03 batch_cost: 2.1637 data_cost: 0.0014 ips: 12.9410 images/s [11/14 09:09:00] ppdet.engine INFO: Epoch: [30] [2280/3251] learning_rate: 0.156982 loss_vfl: 0.853277 loss_bbox: 0.278602 loss_dfl: 0.176920 loss: 1.299616 eta: 5 days, 15:46:16 batch_cost: 2.0951 data_cost: 0.0010 ips: 13.3645 images/s [11/14 09:09:45] ppdet.engine INFO: Epoch: [30] [2300/3251] learning_rate: 0.156966 loss_vfl: 0.818806 loss_bbox: 0.286189 loss_dfl: 0.188439 loss: 1.309751 eta: 5 days, 15:45:34 batch_cost: 2.2005 data_cost: 0.0010 ips: 12.7247 images/s [11/14 09:10:31] ppdet.engine INFO: Epoch: [30] [2320/3251] learning_rate: 0.156950 loss_vfl: 0.817243 loss_bbox: 0.294899 loss_dfl: 0.181210 loss: 1.293402 eta: 5 days, 15:44:47 batch_cost: 2.0898 data_cost: 0.0013 ips: 13.3986 images/s [11/14 09:11:19] ppdet.engine INFO: Epoch: [30] [2340/3251] learning_rate: 0.156934 loss_vfl: 0.836775 loss_bbox: 0.291016 loss_dfl: 0.193132 loss: 1.329961 eta: 5 days, 15:44:07 batch_cost: 2.2353 data_cost: 0.0010 ips: 12.5261 images/s [11/14 09:12:04] ppdet.engine INFO: Epoch: [30] [2360/3251] learning_rate: 0.156918 loss_vfl: 0.839996 loss_bbox: 0.296564 loss_dfl: 0.184512 loss: 1.313465 eta: 5 days, 15:43:24 batch_cost: 2.1774 data_cost: 0.0009 ips: 12.8592 images/s [11/14 09:12:49] ppdet.engine INFO: Epoch: [30] [2380/3251] learning_rate: 0.156902 loss_vfl: 0.824124 loss_bbox: 0.320227 loss_dfl: 0.209764 loss: 1.351904 eta: 5 days, 15:42:35 batch_cost: 2.0530 data_cost: 0.0011 ips: 13.6383 images/s [11/14 09:13:36] ppdet.engine INFO: Epoch: [30] [2400/3251] learning_rate: 0.156887 loss_vfl: 0.850221 loss_bbox: 0.268769 loss_dfl: 0.182074 loss: 1.316122 eta: 5 days, 15:41:54 batch_cost: 2.2198 data_cost: 0.0010 ips: 12.6140 images/s [11/14 09:14:22] ppdet.engine INFO: Epoch: [30] [2420/3251] learning_rate: 0.156871 loss_vfl: 0.832893 loss_bbox: 0.288166 loss_dfl: 0.185226 loss: 1.295477 eta: 5 days, 15:41:09 batch_cost: 2.1281 data_cost: 0.0009 ips: 13.1574 images/s [11/14 09:15:08] ppdet.engine INFO: Epoch: [30] [2440/3251] learning_rate: 0.156855 loss_vfl: 0.824465 loss_bbox: 0.341393 loss_dfl: 0.209594 loss: 1.371771 eta: 5 days, 15:40:26 batch_cost: 2.1869 data_cost: 0.0010 ips: 12.8034 images/s [11/14 09:15:54] ppdet.engine INFO: Epoch: [30] [2460/3251] learning_rate: 0.156839 loss_vfl: 0.838235 loss_bbox: 0.284319 loss_dfl: 0.180815 loss: 1.318230 eta: 5 days, 15:39:43 batch_cost: 2.1705 data_cost: 0.0009 ips: 12.9002 images/s [11/14 09:16:41] ppdet.engine INFO: Epoch: [30] [2480/3251] learning_rate: 0.156823 loss_vfl: 0.818112 loss_bbox: 0.257988 loss_dfl: 0.165035 loss: 1.227859 eta: 5 days, 15:39:00 batch_cost: 2.1824 data_cost: 0.0014 ips: 12.8300 images/s [11/14 09:17:28] ppdet.engine INFO: Epoch: [30] [2500/3251] learning_rate: 0.156807 loss_vfl: 0.831118 loss_bbox: 0.288070 loss_dfl: 0.198374 loss: 1.329382 eta: 5 days, 15:38:19 batch_cost: 2.2156 data_cost: 0.0010 ips: 12.6374 images/s [11/14 09:18:15] ppdet.engine INFO: Epoch: [30] [2520/3251] learning_rate: 0.156791 loss_vfl: 0.827521 loss_bbox: 0.305158 loss_dfl: 0.199761 loss: 1.332802 eta: 5 days, 15:37:40 batch_cost: 2.2697 data_cost: 0.0010 ips: 12.3366 images/s [11/14 09:19:02] ppdet.engine INFO: Epoch: [30] [2540/3251] learning_rate: 0.156775 loss_vfl: 0.833105 loss_bbox: 0.311662 loss_dfl: 0.197028 loss: 1.348639 eta: 5 days, 15:37:00 batch_cost: 2.2573 data_cost: 0.0009 ips: 12.4042 images/s [11/14 09:19:49] ppdet.engine INFO: Epoch: [30] [2560/3251] learning_rate: 0.156759 loss_vfl: 0.838095 loss_bbox: 0.295045 loss_dfl: 0.190983 loss: 1.329636 eta: 5 days, 15:36:17 batch_cost: 2.1628 data_cost: 0.0010 ips: 12.9461 images/s [11/14 09:20:35] ppdet.engine INFO: Epoch: [30] [2580/3251] learning_rate: 0.156743 loss_vfl: 0.853859 loss_bbox: 0.269769 loss_dfl: 0.182296 loss: 1.317457 eta: 5 days, 15:35:36 batch_cost: 2.2385 data_cost: 0.0009 ips: 12.5083 images/s [11/14 09:21:22] ppdet.engine INFO: Epoch: [30] [2600/3251] learning_rate: 0.156728 loss_vfl: 0.835402 loss_bbox: 0.303868 loss_dfl: 0.190464 loss: 1.326991 eta: 5 days, 15:34:53 batch_cost: 2.1813 data_cost: 0.0009 ips: 12.8367 images/s [11/14 09:22:09] ppdet.engine INFO: Epoch: [30] [2620/3251] learning_rate: 0.156712 loss_vfl: 0.836998 loss_bbox: 0.319080 loss_dfl: 0.204852 loss: 1.361753 eta: 5 days, 15:34:14 batch_cost: 2.2547 data_cost: 0.0010 ips: 12.4184 images/s [11/14 09:22:57] ppdet.engine INFO: Epoch: [30] [2640/3251] learning_rate: 0.156696 loss_vfl: 0.828058 loss_bbox: 0.290490 loss_dfl: 0.183473 loss: 1.332144 eta: 5 days, 15:33:37 batch_cost: 2.3161 data_cost: 0.0010 ips: 12.0891 images/s [11/14 09:23:43] ppdet.engine INFO: Epoch: [30] [2660/3251] learning_rate: 0.156680 loss_vfl: 0.827035 loss_bbox: 0.299263 loss_dfl: 0.189545 loss: 1.294544 eta: 5 days, 15:32:54 batch_cost: 2.1856 data_cost: 0.0010 ips: 12.8114 images/s [11/14 09:24:30] ppdet.engine INFO: Epoch: [30] [2680/3251] learning_rate: 0.156664 loss_vfl: 0.826774 loss_bbox: 0.323385 loss_dfl: 0.219676 loss: 1.367563 eta: 5 days, 15:32:11 batch_cost: 2.1714 data_cost: 0.0009 ips: 12.8952 images/s [11/14 09:25:15] ppdet.engine INFO: Epoch: [30] [2700/3251] learning_rate: 0.156648 loss_vfl: 0.816543 loss_bbox: 0.273361 loss_dfl: 0.181454 loss: 1.326119 eta: 5 days, 15:31:28 batch_cost: 2.1743 data_cost: 0.0009 ips: 12.8777 images/s [11/14 09:26:02] ppdet.engine INFO: Epoch: [30] [2720/3251] learning_rate: 0.156632 loss_vfl: 0.836751 loss_bbox: 0.297604 loss_dfl: 0.183960 loss: 1.293887 eta: 5 days, 15:30:47 batch_cost: 2.2327 data_cost: 0.0010 ips: 12.5406 images/s [11/14 09:26:49] ppdet.engine INFO: Epoch: [30] [2740/3251] learning_rate: 0.156616 loss_vfl: 0.837432 loss_bbox: 0.294892 loss_dfl: 0.190512 loss: 1.332990 eta: 5 days, 15:30:06 batch_cost: 2.2175 data_cost: 0.0010 ips: 12.6266 images/s [11/14 09:27:38] ppdet.engine INFO: Epoch: [30] [2760/3251] learning_rate: 0.156600 loss_vfl: 0.825603 loss_bbox: 0.266078 loss_dfl: 0.182115 loss: 1.266380 eta: 5 days, 15:29:28 batch_cost: 2.2899 data_cost: 0.0009 ips: 12.2275 images/s [11/14 09:28:25] ppdet.engine INFO: Epoch: [30] [2780/3251] learning_rate: 0.156584 loss_vfl: 0.808244 loss_bbox: 0.282244 loss_dfl: 0.191181 loss: 1.287123 eta: 5 days, 15:28:48 batch_cost: 2.2348 data_cost: 0.0011 ips: 12.5293 images/s [11/14 09:29:11] ppdet.engine INFO: Epoch: [30] [2800/3251] learning_rate: 0.156568 loss_vfl: 0.815643 loss_bbox: 0.295332 loss_dfl: 0.189574 loss: 1.271593 eta: 5 days, 15:28:05 batch_cost: 2.1988 data_cost: 0.0010 ips: 12.7342 images/s [11/14 09:29:59] ppdet.engine INFO: Epoch: [30] [2820/3251] learning_rate: 0.156552 loss_vfl: 0.817810 loss_bbox: 0.305819 loss_dfl: 0.203513 loss: 1.355481 eta: 5 days, 15:27:25 batch_cost: 2.2272 data_cost: 0.0013 ips: 12.5718 images/s [11/14 09:30:46] ppdet.engine INFO: Epoch: [30] [2840/3251] learning_rate: 0.156536 loss_vfl: 0.840367 loss_bbox: 0.310821 loss_dfl: 0.204268 loss: 1.368246 eta: 5 days, 15:26:44 batch_cost: 2.2261 data_cost: 0.0009 ips: 12.5782 images/s [11/14 09:31:32] ppdet.engine INFO: Epoch: [30] [2860/3251] learning_rate: 0.156520 loss_vfl: 0.829953 loss_bbox: 0.266188 loss_dfl: 0.170717 loss: 1.295200 eta: 5 days, 15:26:01 batch_cost: 2.1768 data_cost: 0.0011 ips: 12.8628 images/s [11/14 09:32:18] ppdet.engine INFO: Epoch: [30] [2880/3251] learning_rate: 0.156504 loss_vfl: 0.837324 loss_bbox: 0.293826 loss_dfl: 0.193914 loss: 1.325943 eta: 5 days, 15:25:18 batch_cost: 2.1905 data_cost: 0.0009 ips: 12.7822 images/s [11/14 09:33:05] ppdet.engine INFO: Epoch: [30] [2900/3251] learning_rate: 0.156489 loss_vfl: 0.841638 loss_bbox: 0.288385 loss_dfl: 0.174956 loss: 1.285037 eta: 5 days, 15:24:36 batch_cost: 2.2059 data_cost: 0.0010 ips: 12.6933 images/s [11/14 09:33:51] ppdet.engine INFO: Epoch: [30] [2920/3251] learning_rate: 0.156473 loss_vfl: 0.806832 loss_bbox: 0.283759 loss_dfl: 0.191249 loss: 1.283376 eta: 5 days, 15:23:54 batch_cost: 2.1941 data_cost: 0.0014 ips: 12.7613 images/s [11/14 09:34:38] ppdet.engine INFO: Epoch: [30] [2940/3251] learning_rate: 0.156457 loss_vfl: 0.808952 loss_bbox: 0.323905 loss_dfl: 0.196218 loss: 1.341990 eta: 5 days, 15:23:14 batch_cost: 2.2339 data_cost: 0.0009 ips: 12.5341 images/s [11/14 09:35:24] ppdet.engine INFO: Epoch: [30] [2960/3251] learning_rate: 0.156441 loss_vfl: 0.833438 loss_bbox: 0.339549 loss_dfl: 0.213047 loss: 1.383952 eta: 5 days, 15:22:28 batch_cost: 2.1115 data_cost: 0.0009 ips: 13.2605 images/s [11/14 09:36:12] ppdet.engine INFO: Epoch: [30] [2980/3251] learning_rate: 0.156425 loss_vfl: 0.832054 loss_bbox: 0.258925 loss_dfl: 0.165190 loss: 1.243831 eta: 5 days, 15:21:50 batch_cost: 2.2953 data_cost: 0.0010 ips: 12.1989 images/s [11/14 09:36:58] ppdet.engine INFO: Epoch: [30] [3000/3251] learning_rate: 0.156409 loss_vfl: 0.838406 loss_bbox: 0.296880 loss_dfl: 0.177688 loss: 1.325091 eta: 5 days, 15:21:07 batch_cost: 2.1809 data_cost: 0.0009 ips: 12.8388 images/s [11/14 09:37:44] ppdet.engine INFO: Epoch: [30] [3020/3251] learning_rate: 0.156393 loss_vfl: 0.826195 loss_bbox: 0.308476 loss_dfl: 0.192673 loss: 1.319621 eta: 5 days, 15:20:23 batch_cost: 2.1495 data_cost: 0.0011 ips: 13.0262 images/s [11/14 09:38:30] ppdet.engine INFO: Epoch: [30] [3040/3251] learning_rate: 0.156377 loss_vfl: 0.823195 loss_bbox: 0.303235 loss_dfl: 0.195209 loss: 1.337329 eta: 5 days, 15:19:39 batch_cost: 2.1633 data_cost: 0.0009 ips: 12.9429 images/s [11/14 09:39:15] ppdet.engine INFO: Epoch: [30] [3060/3251] learning_rate: 0.156361 loss_vfl: 0.849842 loss_bbox: 0.261354 loss_dfl: 0.172260 loss: 1.282233 eta: 5 days, 15:18:56 batch_cost: 2.1887 data_cost: 0.0012 ips: 12.7928 images/s [11/14 09:40:02] ppdet.engine INFO: Epoch: [30] [3080/3251] learning_rate: 0.156345 loss_vfl: 0.806791 loss_bbox: 0.342735 loss_dfl: 0.200462 loss: 1.343436 eta: 5 days, 15:18:15 batch_cost: 2.2068 data_cost: 0.0011 ips: 12.6879 images/s [11/14 09:40:49] ppdet.engine INFO: Epoch: [30] [3100/3251] learning_rate: 0.156329 loss_vfl: 0.837542 loss_bbox: 0.283725 loss_dfl: 0.189564 loss: 1.341345 eta: 5 days, 15:17:34 batch_cost: 2.2237 data_cost: 0.0011 ips: 12.5918 images/s [11/14 09:41:35] ppdet.engine INFO: Epoch: [30] [3120/3251] learning_rate: 0.156313 loss_vfl: 0.824088 loss_bbox: 0.294459 loss_dfl: 0.191119 loss: 1.307645 eta: 5 days, 15:16:51 batch_cost: 2.1901 data_cost: 0.0009 ips: 12.7851 images/s [11/14 09:42:22] ppdet.engine INFO: Epoch: [30] [3140/3251] learning_rate: 0.156297 loss_vfl: 0.836516 loss_bbox: 0.297802 loss_dfl: 0.188584 loss: 1.334654 eta: 5 days, 15:16:11 batch_cost: 2.2367 data_cost: 0.0015 ips: 12.5187 images/s [11/14 09:43:07] ppdet.engine INFO: Epoch: [30] [3160/3251] learning_rate: 0.156281 loss_vfl: 0.851451 loss_bbox: 0.285735 loss_dfl: 0.181213 loss: 1.313267 eta: 5 days, 15:15:27 batch_cost: 2.1635 data_cost: 0.0012 ips: 12.9418 images/s [11/14 09:43:55] ppdet.engine INFO: Epoch: [30] [3180/3251] learning_rate: 0.156265 loss_vfl: 0.826241 loss_bbox: 0.296361 loss_dfl: 0.198479 loss: 1.342582 eta: 5 days, 15:14:47 batch_cost: 2.2440 data_cost: 0.0011 ips: 12.4775 images/s [11/14 09:44:40] ppdet.engine INFO: Epoch: [30] [3200/3251] learning_rate: 0.156249 loss_vfl: 0.836152 loss_bbox: 0.289713 loss_dfl: 0.201863 loss: 1.351899 eta: 5 days, 15:14:03 batch_cost: 2.1464 data_cost: 0.0009 ips: 13.0449 images/s [11/14 09:45:30] ppdet.engine INFO: Epoch: [30] [3220/3251] learning_rate: 0.156233 loss_vfl: 0.846796 loss_bbox: 0.263967 loss_dfl: 0.179147 loss: 1.296288 eta: 5 days, 15:13:27 batch_cost: 2.3493 data_cost: 0.0014 ips: 11.9184 images/s [11/14 09:46:16] ppdet.engine INFO: Epoch: [30] [3240/3251] learning_rate: 0.156217 loss_vfl: 0.835053 loss_bbox: 0.292532 loss_dfl: 0.195154 loss: 1.317489 eta: 5 days, 15:12:43 batch_cost: 2.1617 data_cost: 0.0036 ips: 12.9529 images/s [11/14 09:46:59] ppdet.engine INFO: Epoch: [31] [ 0/3251] learning_rate: 0.156208 loss_vfl: 0.853768 loss_bbox: 0.290933 loss_dfl: 0.194255 loss: 1.316332 eta: 5 days, 15:12:40 batch_cost: 2.6182 data_cost: 0.7940 ips: 10.6944 images/s [11/14 09:47:47] ppdet.engine INFO: Epoch: [31] [ 20/3251] learning_rate: 0.156192 loss_vfl: 0.819454 loss_bbox: 0.258010 loss_dfl: 0.161587 loss: 1.256342 eta: 5 days, 15:12:04 batch_cost: 2.3288 data_cost: 0.0010 ips: 12.0233 images/s [11/14 09:48:34] ppdet.engine INFO: Epoch: [31] [ 40/3251] learning_rate: 0.156176 loss_vfl: 0.828107 loss_bbox: 0.264150 loss_dfl: 0.174065 loss: 1.285439 eta: 5 days, 15:11:23 batch_cost: 2.2145 data_cost: 0.0009 ips: 12.6439 images/s [11/14 09:49:20] ppdet.engine INFO: Epoch: [31] [ 60/3251] learning_rate: 0.156160 loss_vfl: 0.814397 loss_bbox: 0.279382 loss_dfl: 0.181875 loss: 1.272052 eta: 5 days, 15:10:36 batch_cost: 2.0981 data_cost: 0.0015 ips: 13.3453 images/s [11/14 09:50:07] ppdet.engine INFO: Epoch: [31] [ 80/3251] learning_rate: 0.156144 loss_vfl: 0.789673 loss_bbox: 0.307306 loss_dfl: 0.190866 loss: 1.290017 eta: 5 days, 15:09:53 batch_cost: 2.1725 data_cost: 0.0010 ips: 12.8885 images/s [11/14 09:50:56] ppdet.engine INFO: Epoch: [31] [ 100/3251] learning_rate: 0.156128 loss_vfl: 0.827072 loss_bbox: 0.288232 loss_dfl: 0.200799 loss: 1.332307 eta: 5 days, 15:09:18 batch_cost: 2.3706 data_cost: 0.0010 ips: 11.8112 images/s [11/14 09:51:45] ppdet.engine INFO: Epoch: [31] [ 120/3251] learning_rate: 0.156112 loss_vfl: 0.830528 loss_bbox: 0.237102 loss_dfl: 0.173458 loss: 1.241514 eta: 5 days, 15:08:41 batch_cost: 2.3036 data_cost: 0.0011 ips: 12.1551 images/s [11/14 09:52:32] ppdet.engine INFO: Epoch: [31] [ 140/3251] learning_rate: 0.156096 loss_vfl: 0.810751 loss_bbox: 0.298243 loss_dfl: 0.199239 loss: 1.298011 eta: 5 days, 15:07:58 batch_cost: 2.1905 data_cost: 0.0010 ips: 12.7825 images/s [11/14 09:53:17] ppdet.engine INFO: Epoch: [31] [ 160/3251] learning_rate: 0.156080 loss_vfl: 0.828235 loss_bbox: 0.327940 loss_dfl: 0.203467 loss: 1.350520 eta: 5 days, 15:07:12 batch_cost: 2.1127 data_cost: 0.0010 ips: 13.2531 images/s [11/14 09:54:05] ppdet.engine INFO: Epoch: [31] [ 180/3251] learning_rate: 0.156064 loss_vfl: 0.824182 loss_bbox: 0.281659 loss_dfl: 0.190183 loss: 1.289860 eta: 5 days, 15:06:30 batch_cost: 2.1956 data_cost: 0.0012 ips: 12.7526 images/s [11/14 09:54:51] ppdet.engine INFO: Epoch: [31] [ 200/3251] learning_rate: 0.156048 loss_vfl: 0.823738 loss_bbox: 0.307962 loss_dfl: 0.195726 loss: 1.337883 eta: 5 days, 15:05:47 batch_cost: 2.1833 data_cost: 0.0009 ips: 12.8249 images/s [11/14 09:55:36] ppdet.engine INFO: Epoch: [31] [ 220/3251] learning_rate: 0.156032 loss_vfl: 0.803491 loss_bbox: 0.287800 loss_dfl: 0.191068 loss: 1.295276 eta: 5 days, 15:05:02 batch_cost: 2.1190 data_cost: 0.0009 ips: 13.2138 images/s [11/14 09:56:21] ppdet.engine INFO: Epoch: [31] [ 240/3251] learning_rate: 0.156016 loss_vfl: 0.813143 loss_bbox: 0.275823 loss_dfl: 0.186256 loss: 1.295419 eta: 5 days, 15:04:16 batch_cost: 2.1277 data_cost: 0.0011 ips: 13.1595 images/s [11/14 09:57:09] ppdet.engine INFO: Epoch: [31] [ 260/3251] learning_rate: 0.156000 loss_vfl: 0.829130 loss_bbox: 0.267649 loss_dfl: 0.183039 loss: 1.293723 eta: 5 days, 15:03:37 batch_cost: 2.2655 data_cost: 0.0010 ips: 12.3594 images/s [11/14 09:57:53] ppdet.engine INFO: Epoch: [31] [ 280/3251] learning_rate: 0.155984 loss_vfl: 0.852242 loss_bbox: 0.301302 loss_dfl: 0.182787 loss: 1.342476 eta: 5 days, 15:02:49 batch_cost: 2.0567 data_cost: 0.0010 ips: 13.6139 images/s [11/14 09:58:41] ppdet.engine INFO: Epoch: [31] [ 300/3251] learning_rate: 0.155968 loss_vfl: 0.847835 loss_bbox: 0.277728 loss_dfl: 0.182692 loss: 1.351178 eta: 5 days, 15:02:08 batch_cost: 2.2320 data_cost: 0.0010 ips: 12.5447 images/s [11/14 09:59:27] ppdet.engine INFO: Epoch: [31] [ 320/3251] learning_rate: 0.155952 loss_vfl: 0.817842 loss_bbox: 0.278712 loss_dfl: 0.178126 loss: 1.266113 eta: 5 days, 15:01:25 batch_cost: 2.1800 data_cost: 0.0011 ips: 12.8443 images/s [11/14 10:00:15] ppdet.engine INFO: Epoch: [31] [ 340/3251] learning_rate: 0.155936 loss_vfl: 0.835638 loss_bbox: 0.290081 loss_dfl: 0.197568 loss: 1.312433 eta: 5 days, 15:00:47 batch_cost: 2.2856 data_cost: 0.0009 ips: 12.2507 images/s [11/14 10:01:00] ppdet.engine INFO: Epoch: [31] [ 360/3251] learning_rate: 0.155920 loss_vfl: 0.839238 loss_bbox: 0.288773 loss_dfl: 0.202829 loss: 1.331324 eta: 5 days, 15:00:01 batch_cost: 2.1066 data_cost: 0.0009 ips: 13.2918 images/s [11/14 10:01:46] ppdet.engine INFO: Epoch: [31] [ 380/3251] learning_rate: 0.155904 loss_vfl: 0.808449 loss_bbox: 0.243430 loss_dfl: 0.164307 loss: 1.232350 eta: 5 days, 14:59:17 batch_cost: 2.1686 data_cost: 0.0012 ips: 12.9117 images/s [11/14 10:02:32] ppdet.engine INFO: Epoch: [31] [ 400/3251] learning_rate: 0.155888 loss_vfl: 0.839106 loss_bbox: 0.309570 loss_dfl: 0.196212 loss: 1.322474 eta: 5 days, 14:58:33 batch_cost: 2.1659 data_cost: 0.0014 ips: 12.9279 images/s [11/14 10:03:18] ppdet.engine INFO: Epoch: [31] [ 420/3251] learning_rate: 0.155872 loss_vfl: 0.806099 loss_bbox: 0.333025 loss_dfl: 0.204804 loss: 1.351942 eta: 5 days, 14:57:51 batch_cost: 2.1945 data_cost: 0.0011 ips: 12.7593 images/s [11/14 10:04:06] ppdet.engine INFO: Epoch: [31] [ 440/3251] learning_rate: 0.155856 loss_vfl: 0.803578 loss_bbox: 0.252217 loss_dfl: 0.177671 loss: 1.256856 eta: 5 days, 14:57:12 batch_cost: 2.2663 data_cost: 0.0009 ips: 12.3550 images/s [11/14 10:04:52] ppdet.engine INFO: Epoch: [31] [ 460/3251] learning_rate: 0.155840 loss_vfl: 0.828274 loss_bbox: 0.282697 loss_dfl: 0.188701 loss: 1.297786 eta: 5 days, 14:56:26 batch_cost: 2.1184 data_cost: 0.0010 ips: 13.2175 images/s [11/14 10:05:37] ppdet.engine INFO: Epoch: [31] [ 480/3251] learning_rate: 0.155824 loss_vfl: 0.844053 loss_bbox: 0.274973 loss_dfl: 0.170613 loss: 1.261560 eta: 5 days, 14:55:41 batch_cost: 2.1372 data_cost: 0.0011 ips: 13.1011 images/s [11/14 10:06:24] ppdet.engine INFO: Epoch: [31] [ 500/3251] learning_rate: 0.155808 loss_vfl: 0.829087 loss_bbox: 0.278130 loss_dfl: 0.184689 loss: 1.314828 eta: 5 days, 14:54:59 batch_cost: 2.2002 data_cost: 0.0012 ips: 12.7260 images/s [11/14 10:07:10] ppdet.engine INFO: Epoch: [31] [ 520/3251] learning_rate: 0.155792 loss_vfl: 0.843969 loss_bbox: 0.342872 loss_dfl: 0.212269 loss: 1.365507 eta: 5 days, 14:54:15 batch_cost: 2.1378 data_cost: 0.0013 ips: 13.0975 images/s [11/14 10:07:59] ppdet.engine INFO: Epoch: [31] [ 540/3251] learning_rate: 0.155776 loss_vfl: 0.831406 loss_bbox: 0.310983 loss_dfl: 0.209619 loss: 1.351752 eta: 5 days, 14:53:38 batch_cost: 2.3325 data_cost: 0.0009 ips: 12.0043 images/s [11/14 10:08:47] ppdet.engine INFO: Epoch: [31] [ 560/3251] learning_rate: 0.155760 loss_vfl: 0.800806 loss_bbox: 0.296635 loss_dfl: 0.184265 loss: 1.246950 eta: 5 days, 14:52:56 batch_cost: 2.2039 data_cost: 0.0010 ips: 12.7046 images/s [11/14 10:09:32] ppdet.engine INFO: Epoch: [31] [ 580/3251] learning_rate: 0.155744 loss_vfl: 0.818432 loss_bbox: 0.295540 loss_dfl: 0.182714 loss: 1.303575 eta: 5 days, 14:52:10 batch_cost: 2.0925 data_cost: 0.0010 ips: 13.3814 images/s [11/14 10:10:20] ppdet.engine INFO: Epoch: [31] 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0.812937 loss_bbox: 0.282204 loss_dfl: 0.188898 loss: 1.281894 eta: 5 days, 14:48:39 batch_cost: 2.1702 data_cost: 0.0012 ips: 12.9022 images/s [11/14 10:14:12] ppdet.engine INFO: Epoch: [31] [ 700/3251] learning_rate: 0.155648 loss_vfl: 0.808960 loss_bbox: 0.285839 loss_dfl: 0.194055 loss: 1.311502 eta: 5 days, 14:48:01 batch_cost: 2.2755 data_cost: 0.0011 ips: 12.3052 images/s [11/14 10:14:59] ppdet.engine INFO: Epoch: [31] [ 720/3251] learning_rate: 0.155632 loss_vfl: 0.821981 loss_bbox: 0.313236 loss_dfl: 0.195294 loss: 1.332067 eta: 5 days, 14:47:21 batch_cost: 2.2531 data_cost: 0.0009 ips: 12.4274 images/s [11/14 10:15:45] ppdet.engine INFO: Epoch: [31] [ 740/3251] learning_rate: 0.155615 loss_vfl: 0.849011 loss_bbox: 0.273395 loss_dfl: 0.183120 loss: 1.315819 eta: 5 days, 14:46:38 batch_cost: 2.1805 data_cost: 0.0009 ips: 12.8413 images/s [11/14 10:16:33] ppdet.engine INFO: Epoch: [31] [ 760/3251] learning_rate: 0.155599 loss_vfl: 0.821561 loss_bbox: 0.290859 loss_dfl: 0.197421 loss: 1.309919 eta: 5 days, 14:45:53 batch_cost: 2.1266 data_cost: 0.0010 ips: 13.1665 images/s [11/14 10:17:19] ppdet.engine INFO: Epoch: [31] [ 780/3251] learning_rate: 0.155583 loss_vfl: 0.827176 loss_bbox: 0.262726 loss_dfl: 0.185449 loss: 1.273764 eta: 5 days, 14:45:11 batch_cost: 2.2076 data_cost: 0.0010 ips: 12.6832 images/s [11/14 10:18:03] ppdet.engine INFO: Epoch: [31] [ 800/3251] learning_rate: 0.155567 loss_vfl: 0.839958 loss_bbox: 0.285632 loss_dfl: 0.186942 loss: 1.320990 eta: 5 days, 14:44:24 batch_cost: 2.0856 data_cost: 0.0011 ips: 13.4254 images/s [11/14 10:18:48] ppdet.engine INFO: Epoch: [31] [ 820/3251] learning_rate: 0.155551 loss_vfl: 0.822277 loss_bbox: 0.310132 loss_dfl: 0.195193 loss: 1.348922 eta: 5 days, 14:43:40 batch_cost: 2.1698 data_cost: 0.0010 ips: 12.9047 images/s [11/14 10:19:34] ppdet.engine INFO: Epoch: [31] [ 840/3251] learning_rate: 0.155535 loss_vfl: 0.834504 loss_bbox: 0.313376 loss_dfl: 0.206629 loss: 1.342451 eta: 5 days, 14:42:59 batch_cost: 2.2107 data_cost: 0.0010 ips: 12.6659 images/s [11/14 10:20:20] ppdet.engine INFO: Epoch: [31] [ 860/3251] learning_rate: 0.155519 loss_vfl: 0.831741 loss_bbox: 0.296653 loss_dfl: 0.192434 loss: 1.317310 eta: 5 days, 14:42:15 batch_cost: 2.1713 data_cost: 0.0012 ips: 12.8955 images/s [11/14 10:21:08] ppdet.engine INFO: Epoch: [31] [ 880/3251] learning_rate: 0.155503 loss_vfl: 0.824675 loss_bbox: 0.270288 loss_dfl: 0.179049 loss: 1.277634 eta: 5 days, 14:41:34 batch_cost: 2.2052 data_cost: 0.0009 ips: 12.6974 images/s [11/14 10:21:52] ppdet.engine INFO: Epoch: [31] [ 900/3251] learning_rate: 0.155487 loss_vfl: 0.832750 loss_bbox: 0.246030 loss_dfl: 0.169693 loss: 1.251400 eta: 5 days, 14:40:46 batch_cost: 2.0777 data_cost: 0.0013 ips: 13.4764 images/s [11/14 10:22:36] ppdet.engine INFO: Epoch: [31] [ 920/3251] learning_rate: 0.155471 loss_vfl: 0.839512 loss_bbox: 0.288846 loss_dfl: 0.196660 loss: 1.335050 eta: 5 days, 14:39:57 batch_cost: 2.0338 data_cost: 0.0021 ips: 13.7673 images/s [11/14 10:23:21] ppdet.engine INFO: Epoch: [31] [ 940/3251] learning_rate: 0.155455 loss_vfl: 0.846823 loss_bbox: 0.283835 loss_dfl: 0.190107 loss: 1.326899 eta: 5 days, 14:39:11 batch_cost: 2.1140 data_cost: 0.0012 ips: 13.2447 images/s [11/14 10:24:10] ppdet.engine INFO: Epoch: [31] [ 960/3251] learning_rate: 0.155439 loss_vfl: 0.814383 loss_bbox: 0.286532 loss_dfl: 0.184585 loss: 1.298926 eta: 5 days, 14:38:34 batch_cost: 2.3156 data_cost: 0.0011 ips: 12.0917 images/s [11/14 10:24:58] ppdet.engine INFO: Epoch: [31] [ 980/3251] learning_rate: 0.155423 loss_vfl: 0.808109 loss_bbox: 0.280773 loss_dfl: 0.192885 loss: 1.273298 eta: 5 days, 14:37:51 batch_cost: 2.1815 data_cost: 0.0010 ips: 12.8350 images/s [11/14 10:25:43] ppdet.engine INFO: Epoch: [31] [1000/3251] learning_rate: 0.155406 loss_vfl: 0.803008 loss_bbox: 0.292556 loss_dfl: 0.192788 loss: 1.314721 eta: 5 days, 14:37:06 batch_cost: 2.1469 data_cost: 0.0009 ips: 13.0419 images/s [11/14 10:26:30] ppdet.engine INFO: Epoch: [31] [1020/3251] learning_rate: 0.155390 loss_vfl: 0.818273 loss_bbox: 0.299285 loss_dfl: 0.197893 loss: 1.310034 eta: 5 days, 14:36:25 batch_cost: 2.2226 data_cost: 0.0010 ips: 12.5977 images/s [11/14 10:27:21] ppdet.engine INFO: Epoch: [31] [1040/3251] learning_rate: 0.155374 loss_vfl: 0.839023 loss_bbox: 0.307152 loss_dfl: 0.198614 loss: 1.314904 eta: 5 days, 14:35:54 batch_cost: 2.4371 data_cost: 0.0013 ips: 11.4889 images/s [11/14 10:28:07] ppdet.engine INFO: Epoch: [31] [1060/3251] learning_rate: 0.155358 loss_vfl: 0.813500 loss_bbox: 0.306508 loss_dfl: 0.195751 loss: 1.319621 eta: 5 days, 14:35:10 batch_cost: 2.1634 data_cost: 0.0020 ips: 12.9424 images/s [11/14 10:28:53] ppdet.engine INFO: Epoch: [31] [1080/3251] learning_rate: 0.155342 loss_vfl: 0.836633 loss_bbox: 0.288618 loss_dfl: 0.188527 loss: 1.320093 eta: 5 days, 14:34:26 batch_cost: 2.1581 data_cost: 0.0017 ips: 12.9746 images/s [11/14 10:29:41] ppdet.engine INFO: Epoch: [31] [1100/3251] learning_rate: 0.155326 loss_vfl: 0.827182 loss_bbox: 0.282221 loss_dfl: 0.196084 loss: 1.325448 eta: 5 days, 14:33:47 batch_cost: 2.2609 data_cost: 0.0009 ips: 12.3845 images/s [11/14 10:30:28] ppdet.engine INFO: Epoch: [31] [1120/3251] learning_rate: 0.155310 loss_vfl: 0.805996 loss_bbox: 0.327668 loss_dfl: 0.206453 loss: 1.364216 eta: 5 days, 14:33:03 batch_cost: 2.1634 data_cost: 0.0009 ips: 12.9427 images/s [11/14 10:31:14] ppdet.engine INFO: Epoch: [31] [1140/3251] learning_rate: 0.155294 loss_vfl: 0.834605 loss_bbox: 0.262200 loss_dfl: 0.168750 loss: 1.276561 eta: 5 days, 14:32:20 batch_cost: 2.1823 data_cost: 0.0009 ips: 12.8304 images/s [11/14 10:32:03] ppdet.engine INFO: Epoch: [31] [1160/3251] learning_rate: 0.155278 loss_vfl: 0.794469 loss_bbox: 0.299382 loss_dfl: 0.181684 loss: 1.268316 eta: 5 days, 14:31:45 batch_cost: 2.3673 data_cost: 0.0012 ips: 11.8278 images/s [11/14 10:32:51] ppdet.engine INFO: Epoch: [31] [1180/3251] learning_rate: 0.155262 loss_vfl: 0.813379 loss_bbox: 0.262672 loss_dfl: 0.161497 loss: 1.251873 eta: 5 days, 14:31:03 batch_cost: 2.1908 data_cost: 0.0009 ips: 12.7810 images/s [11/14 10:33:38] ppdet.engine INFO: Epoch: [31] [1200/3251] learning_rate: 0.155245 loss_vfl: 0.818058 loss_bbox: 0.299700 loss_dfl: 0.189498 loss: 1.291592 eta: 5 days, 14:30:22 batch_cost: 2.2318 data_cost: 0.0009 ips: 12.5459 images/s [11/14 10:34:26] ppdet.engine INFO: Epoch: [31] [1220/3251] learning_rate: 0.155229 loss_vfl: 0.813258 loss_bbox: 0.338102 loss_dfl: 0.208099 loss: 1.372496 eta: 5 days, 14:29:41 batch_cost: 2.2325 data_cost: 0.0010 ips: 12.5420 images/s [11/14 10:35:13] ppdet.engine INFO: Epoch: [31] [1240/3251] learning_rate: 0.155213 loss_vfl: 0.819151 loss_bbox: 0.293255 loss_dfl: 0.188861 loss: 1.277233 eta: 5 days, 14:28:59 batch_cost: 2.1983 data_cost: 0.0010 ips: 12.7372 images/s [11/14 10:36:01] ppdet.engine INFO: Epoch: [31] [1260/3251] learning_rate: 0.155197 loss_vfl: 0.860405 loss_bbox: 0.268338 loss_dfl: 0.167956 loss: 1.279886 eta: 5 days, 14:28:20 batch_cost: 2.2774 data_cost: 0.0010 ips: 12.2949 images/s [11/14 10:36:46] ppdet.engine INFO: Epoch: [31] [1280/3251] learning_rate: 0.155181 loss_vfl: 0.827050 loss_bbox: 0.299141 loss_dfl: 0.183764 loss: 1.286467 eta: 5 days, 14:27:38 batch_cost: 2.1908 data_cost: 0.0011 ips: 12.7807 images/s [11/14 10:37:32] ppdet.engine INFO: Epoch: [31] [1300/3251] learning_rate: 0.155165 loss_vfl: 0.837176 loss_bbox: 0.260360 loss_dfl: 0.180522 loss: 1.289334 eta: 5 days, 14:26:51 batch_cost: 2.0830 data_cost: 0.0011 ips: 13.4419 images/s [11/14 10:38:19] ppdet.engine INFO: Epoch: [31] [1320/3251] learning_rate: 0.155149 loss_vfl: 0.824147 loss_bbox: 0.296801 loss_dfl: 0.205124 loss: 1.298744 eta: 5 days, 14:26:05 batch_cost: 2.1179 data_cost: 0.0010 ips: 13.2204 images/s [11/14 10:39:05] ppdet.engine INFO: Epoch: [31] [1340/3251] learning_rate: 0.155133 loss_vfl: 0.809160 loss_bbox: 0.262498 loss_dfl: 0.176673 loss: 1.249014 eta: 5 days, 14:25:21 batch_cost: 2.1560 data_cost: 0.0009 ips: 12.9868 images/s [11/14 10:39:51] ppdet.engine INFO: Epoch: [31] [1360/3251] learning_rate: 0.155117 loss_vfl: 0.820094 loss_bbox: 0.302309 loss_dfl: 0.192466 loss: 1.329330 eta: 5 days, 14:24:38 batch_cost: 2.1682 data_cost: 0.0025 ips: 12.9137 images/s [11/14 10:40:36] ppdet.engine INFO: Epoch: [31] [1380/3251] learning_rate: 0.155100 loss_vfl: 0.824136 loss_bbox: 0.300812 loss_dfl: 0.205181 loss: 1.327474 eta: 5 days, 14:23:49 batch_cost: 2.0618 data_cost: 0.0051 ips: 13.5803 images/s [11/14 10:41:21] ppdet.engine INFO: Epoch: [31] [1400/3251] learning_rate: 0.155084 loss_vfl: 0.830741 loss_bbox: 0.283891 loss_dfl: 0.190958 loss: 1.316472 eta: 5 days, 14:23:07 batch_cost: 2.1863 data_cost: 0.0010 ips: 12.8070 images/s [11/14 10:42:08] ppdet.engine INFO: Epoch: [31] [1420/3251] learning_rate: 0.155068 loss_vfl: 0.857471 loss_bbox: 0.312816 loss_dfl: 0.201018 loss: 1.344286 eta: 5 days, 14:22:25 batch_cost: 2.2129 data_cost: 0.0009 ips: 12.6529 images/s [11/14 10:42:54] ppdet.engine INFO: Epoch: [31] [1440/3251] learning_rate: 0.155052 loss_vfl: 0.846356 loss_bbox: 0.306444 loss_dfl: 0.209672 loss: 1.343966 eta: 5 days, 14:21:42 batch_cost: 2.1782 data_cost: 0.0010 ips: 12.8549 images/s [11/14 10:43:39] ppdet.engine INFO: Epoch: [31] [1460/3251] learning_rate: 0.155036 loss_vfl: 0.821249 loss_bbox: 0.302826 loss_dfl: 0.194823 loss: 1.356327 eta: 5 days, 14:20:57 batch_cost: 2.1272 data_cost: 0.0015 ips: 13.1629 images/s [11/14 10:44:24] ppdet.engine INFO: Epoch: [31] [1480/3251] learning_rate: 0.155020 loss_vfl: 0.824885 loss_bbox: 0.282128 loss_dfl: 0.191762 loss: 1.304572 eta: 5 days, 14:20:12 batch_cost: 2.1385 data_cost: 0.0013 ips: 13.0935 images/s [11/14 10:45:11] ppdet.engine INFO: Epoch: [31] [1500/3251] learning_rate: 0.155004 loss_vfl: 0.832094 loss_bbox: 0.245560 loss_dfl: 0.178922 loss: 1.256463 eta: 5 days, 14:19:32 batch_cost: 2.2434 data_cost: 0.0009 ips: 12.4811 images/s [11/14 10:45:58] ppdet.engine INFO: Epoch: [31] [1520/3251] learning_rate: 0.154987 loss_vfl: 0.821602 loss_bbox: 0.320127 loss_dfl: 0.202258 loss: 1.345921 eta: 5 days, 14:18:47 batch_cost: 2.1331 data_cost: 0.0010 ips: 13.1267 images/s [11/14 10:46:44] ppdet.engine INFO: Epoch: [31] [1540/3251] learning_rate: 0.154971 loss_vfl: 0.837091 loss_bbox: 0.286212 loss_dfl: 0.197106 loss: 1.313127 eta: 5 days, 14:18:00 batch_cost: 2.1000 data_cost: 0.0010 ips: 13.3335 images/s [11/14 10:47:29] ppdet.engine INFO: Epoch: [31] [1560/3251] learning_rate: 0.154955 loss_vfl: 0.827326 loss_bbox: 0.260527 loss_dfl: 0.182793 loss: 1.291368 eta: 5 days, 14:17:12 batch_cost: 2.0552 data_cost: 0.0011 ips: 13.6237 images/s [11/14 10:48:15] ppdet.engine INFO: Epoch: [31] [1580/3251] learning_rate: 0.154939 loss_vfl: 0.837981 loss_bbox: 0.276707 loss_dfl: 0.187924 loss: 1.288828 eta: 5 days, 14:16:31 batch_cost: 2.2186 data_cost: 0.0022 ips: 12.6203 images/s [11/14 10:49:02] ppdet.engine INFO: Epoch: [31] [1600/3251] learning_rate: 0.154923 loss_vfl: 0.838037 loss_bbox: 0.290978 loss_dfl: 0.178279 loss: 1.318411 eta: 5 days, 14:15:49 batch_cost: 2.2168 data_cost: 0.0014 ips: 12.6307 images/s [11/14 10:49:46] ppdet.engine INFO: Epoch: [31] [1620/3251] learning_rate: 0.154907 loss_vfl: 0.824947 loss_bbox: 0.250976 loss_dfl: 0.180403 loss: 1.288876 eta: 5 days, 14:15:04 batch_cost: 2.1263 data_cost: 0.0009 ips: 13.1682 images/s [11/14 10:50:32] ppdet.engine INFO: Epoch: [31] [1640/3251] learning_rate: 0.154891 loss_vfl: 0.821978 loss_bbox: 0.314403 loss_dfl: 0.199240 loss: 1.330219 eta: 5 days, 14:14:21 batch_cost: 2.1862 data_cost: 0.0013 ips: 12.8079 images/s [11/14 10:51:17] ppdet.engine INFO: Epoch: [31] [1660/3251] learning_rate: 0.154874 loss_vfl: 0.838055 loss_bbox: 0.256196 loss_dfl: 0.171577 loss: 1.286379 eta: 5 days, 14:13:38 batch_cost: 2.1832 data_cost: 0.0010 ips: 12.8255 images/s [11/14 10:52:06] ppdet.engine INFO: Epoch: [31] [1680/3251] learning_rate: 0.154858 loss_vfl: 0.812688 loss_bbox: 0.245099 loss_dfl: 0.170753 loss: 1.248146 eta: 5 days, 14:12:59 batch_cost: 2.2712 data_cost: 0.0013 ips: 12.3283 images/s [11/14 10:52:53] ppdet.engine INFO: Epoch: [31] [1700/3251] learning_rate: 0.154842 loss_vfl: 0.827950 loss_bbox: 0.258863 loss_dfl: 0.171030 loss: 1.262581 eta: 5 days, 14:12:19 batch_cost: 2.2318 data_cost: 0.0009 ips: 12.5457 images/s [11/14 10:53:40] ppdet.engine INFO: Epoch: [31] [1720/3251] learning_rate: 0.154826 loss_vfl: 0.833795 loss_bbox: 0.322406 loss_dfl: 0.203140 loss: 1.370345 eta: 5 days, 14:11:35 batch_cost: 2.1682 data_cost: 0.0010 ips: 12.9142 images/s [11/14 10:54:26] ppdet.engine INFO: Epoch: [31] [1740/3251] learning_rate: 0.154810 loss_vfl: 0.831105 loss_bbox: 0.319048 loss_dfl: 0.203011 loss: 1.376493 eta: 5 days, 14:10:50 batch_cost: 2.1291 data_cost: 0.0016 ips: 13.1513 images/s [11/14 10:55:12] ppdet.engine INFO: Epoch: [31] [1760/3251] learning_rate: 0.154794 loss_vfl: 0.816945 loss_bbox: 0.296874 loss_dfl: 0.183617 loss: 1.334720 eta: 5 days, 14:10:06 batch_cost: 2.1507 data_cost: 0.0010 ips: 13.0188 images/s [11/14 10:55:58] ppdet.engine INFO: Epoch: [31] [1780/3251] learning_rate: 0.154777 loss_vfl: 0.857540 loss_bbox: 0.295790 loss_dfl: 0.179846 loss: 1.292299 eta: 5 days, 14:09:24 batch_cost: 2.1981 data_cost: 0.0019 ips: 12.7383 images/s [11/14 10:56:44] ppdet.engine INFO: Epoch: [31] [1800/3251] learning_rate: 0.154761 loss_vfl: 0.829171 loss_bbox: 0.286731 loss_dfl: 0.184436 loss: 1.293529 eta: 5 days, 14:08:42 batch_cost: 2.2053 data_cost: 0.0010 ips: 12.6968 images/s [11/14 10:57:30] ppdet.engine INFO: Epoch: [31] [1820/3251] learning_rate: 0.154745 loss_vfl: 0.833923 loss_bbox: 0.323027 loss_dfl: 0.208063 loss: 1.390847 eta: 5 days, 14:08:00 batch_cost: 2.2094 data_cost: 0.0010 ips: 12.6731 images/s [11/14 10:58:17] ppdet.engine INFO: Epoch: [31] [1840/3251] learning_rate: 0.154729 loss_vfl: 0.821116 loss_bbox: 0.300871 loss_dfl: 0.198346 loss: 1.319844 eta: 5 days, 14:07:19 batch_cost: 2.2211 data_cost: 0.0009 ips: 12.6065 images/s [11/14 10:59:03] ppdet.engine INFO: Epoch: [31] [1860/3251] learning_rate: 0.154713 loss_vfl: 0.833222 loss_bbox: 0.287204 loss_dfl: 0.190446 loss: 1.311130 eta: 5 days, 14:06:32 batch_cost: 2.0922 data_cost: 0.0012 ips: 13.3831 images/s [11/14 10:59:47] ppdet.engine INFO: Epoch: [31] [1880/3251] learning_rate: 0.154697 loss_vfl: 0.836012 loss_bbox: 0.307173 loss_dfl: 0.191544 loss: 1.303725 eta: 5 days, 14:05:46 batch_cost: 2.1036 data_cost: 0.0009 ips: 13.3106 images/s [11/14 11:00:33] ppdet.engine INFO: Epoch: [31] [1900/3251] learning_rate: 0.154680 loss_vfl: 0.814346 loss_bbox: 0.324092 loss_dfl: 0.206241 loss: 1.351709 eta: 5 days, 14:04:59 batch_cost: 2.0972 data_cost: 0.0010 ips: 13.3514 images/s [11/14 11:01:21] ppdet.engine INFO: Epoch: [31] [1920/3251] learning_rate: 0.154664 loss_vfl: 0.812439 loss_bbox: 0.302303 loss_dfl: 0.197864 loss: 1.367434 eta: 5 days, 14:04:20 batch_cost: 2.2821 data_cost: 0.0009 ips: 12.2694 images/s [11/14 11:02:04] ppdet.engine INFO: Epoch: [31] [1940/3251] learning_rate: 0.154648 loss_vfl: 0.822299 loss_bbox: 0.277036 loss_dfl: 0.188502 loss: 1.308774 eta: 5 days, 14:03:30 batch_cost: 2.0145 data_cost: 0.0009 ips: 13.8991 images/s [11/14 11:02:49] ppdet.engine INFO: Epoch: [31] [1960/3251] learning_rate: 0.154632 loss_vfl: 0.840411 loss_bbox: 0.292420 loss_dfl: 0.201643 loss: 1.339562 eta: 5 days, 14:02:44 batch_cost: 2.0974 data_cost: 0.0013 ips: 13.3500 images/s [11/14 11:03:34] ppdet.engine INFO: Epoch: [31] [1980/3251] learning_rate: 0.154616 loss_vfl: 0.840072 loss_bbox: 0.288286 loss_dfl: 0.176996 loss: 1.300196 eta: 5 days, 14:02:00 batch_cost: 2.1583 data_cost: 0.0018 ips: 12.9730 images/s [11/14 11:04:20] ppdet.engine INFO: Epoch: [31] [2000/3251] learning_rate: 0.154599 loss_vfl: 0.836896 loss_bbox: 0.313819 loss_dfl: 0.182477 loss: 1.326226 eta: 5 days, 14:01:17 batch_cost: 2.1769 data_cost: 0.0010 ips: 12.8625 images/s [11/14 11:05:06] ppdet.engine INFO: Epoch: [31] [2020/3251] learning_rate: 0.154583 loss_vfl: 0.819492 loss_bbox: 0.278527 loss_dfl: 0.178950 loss: 1.262232 eta: 5 days, 14:00:36 batch_cost: 2.2336 data_cost: 0.0011 ips: 12.5359 images/s [11/14 11:05:54] ppdet.engine INFO: Epoch: [31] [2040/3251] learning_rate: 0.154567 loss_vfl: 0.848368 loss_bbox: 0.263495 loss_dfl: 0.170434 loss: 1.270990 eta: 5 days, 13:59:58 batch_cost: 2.2948 data_cost: 0.0011 ips: 12.2013 images/s [11/14 11:06:40] ppdet.engine INFO: Epoch: [31] [2060/3251] learning_rate: 0.154551 loss_vfl: 0.818740 loss_bbox: 0.294175 loss_dfl: 0.194360 loss: 1.318393 eta: 5 days, 13:59:13 batch_cost: 2.1293 data_cost: 0.0014 ips: 13.1501 images/s [11/14 11:07:26] ppdet.engine INFO: Epoch: [31] [2080/3251] learning_rate: 0.154535 loss_vfl: 0.817582 loss_bbox: 0.286249 loss_dfl: 0.178427 loss: 1.282771 eta: 5 days, 13:58:30 batch_cost: 2.1724 data_cost: 0.0010 ips: 12.8892 images/s [11/14 11:08:13] ppdet.engine INFO: Epoch: [31] [2100/3251] learning_rate: 0.154518 loss_vfl: 0.848148 loss_bbox: 0.272580 loss_dfl: 0.177469 loss: 1.291347 eta: 5 days, 13:57:48 batch_cost: 2.2114 data_cost: 0.0009 ips: 12.6614 images/s [11/14 11:08:57] ppdet.engine INFO: Epoch: [31] [2120/3251] learning_rate: 0.154502 loss_vfl: 0.821022 loss_bbox: 0.325866 loss_dfl: 0.214391 loss: 1.378329 eta: 5 days, 13:57:01 batch_cost: 2.0932 data_cost: 0.0009 ips: 13.3770 images/s [11/14 11:09:45] ppdet.engine INFO: Epoch: [31] [2140/3251] learning_rate: 0.154486 loss_vfl: 0.838911 loss_bbox: 0.265395 loss_dfl: 0.175955 loss: 1.283880 eta: 5 days, 13:56:20 batch_cost: 2.2109 data_cost: 0.0010 ips: 12.6644 images/s [11/14 11:10:29] ppdet.engine INFO: Epoch: [31] [2160/3251] learning_rate: 0.154470 loss_vfl: 0.807316 loss_bbox: 0.305479 loss_dfl: 0.198409 loss: 1.331903 eta: 5 days, 13:55:34 batch_cost: 2.1202 data_cost: 0.0010 ips: 13.2065 images/s [11/14 11:11:17] ppdet.engine INFO: Epoch: [31] [2180/3251] learning_rate: 0.154454 loss_vfl: 0.824187 loss_bbox: 0.287135 loss_dfl: 0.184557 loss: 1.295776 eta: 5 days, 13:54:53 batch_cost: 2.2161 data_cost: 0.0010 ips: 12.6349 images/s [11/14 11:12:03] ppdet.engine INFO: Epoch: [31] [2200/3251] learning_rate: 0.154437 loss_vfl: 0.820043 loss_bbox: 0.331874 loss_dfl: 0.199459 loss: 1.352304 eta: 5 days, 13:54:12 batch_cost: 2.2266 data_cost: 0.0010 ips: 12.5750 images/s [11/14 11:12:51] ppdet.engine INFO: Epoch: [31] [2220/3251] learning_rate: 0.154421 loss_vfl: 0.822094 loss_bbox: 0.271422 loss_dfl: 0.180655 loss: 1.284422 eta: 5 days, 13:53:34 batch_cost: 2.2963 data_cost: 0.0011 ips: 12.1937 images/s [11/14 11:13:36] ppdet.engine INFO: Epoch: [31] [2240/3251] learning_rate: 0.154405 loss_vfl: 0.821173 loss_bbox: 0.290730 loss_dfl: 0.172039 loss: 1.305293 eta: 5 days, 13:52:49 batch_cost: 2.1303 data_cost: 0.0022 ips: 13.1438 images/s [11/14 11:14:24] ppdet.engine INFO: Epoch: [31] [2260/3251] learning_rate: 0.154389 loss_vfl: 0.813593 loss_bbox: 0.297030 loss_dfl: 0.199271 loss: 1.341026 eta: 5 days, 13:52:06 batch_cost: 2.1906 data_cost: 0.0010 ips: 12.7819 images/s [11/14 11:15:13] ppdet.engine INFO: Epoch: [31] [2280/3251] learning_rate: 0.154373 loss_vfl: 0.860077 loss_bbox: 0.304954 loss_dfl: 0.194764 loss: 1.343392 eta: 5 days, 13:51:29 batch_cost: 2.3131 data_cost: 0.0011 ips: 12.1047 images/s [11/14 11:15:58] ppdet.engine INFO: Epoch: [31] [2300/3251] learning_rate: 0.154356 loss_vfl: 0.822953 loss_bbox: 0.318293 loss_dfl: 0.204919 loss: 1.369147 eta: 5 days, 13:50:43 batch_cost: 2.1135 data_cost: 0.0010 ips: 13.2479 images/s [11/14 11:16:44] ppdet.engine INFO: Epoch: [31] [2320/3251] learning_rate: 0.154340 loss_vfl: 0.814023 loss_bbox: 0.296173 loss_dfl: 0.195367 loss: 1.301323 eta: 5 days, 13:50:01 batch_cost: 2.1949 data_cost: 0.0011 ips: 12.7566 images/s [11/14 11:17:29] ppdet.engine INFO: Epoch: [31] [2340/3251] learning_rate: 0.154324 loss_vfl: 0.857344 loss_bbox: 0.284236 loss_dfl: 0.193079 loss: 1.363015 eta: 5 days, 13:49:15 batch_cost: 2.1317 data_cost: 0.0009 ips: 13.1351 images/s [11/14 11:18:12] ppdet.engine INFO: Epoch: [31] [2360/3251] learning_rate: 0.154308 loss_vfl: 0.846049 loss_bbox: 0.277281 loss_dfl: 0.184242 loss: 1.302154 eta: 5 days, 13:48:25 batch_cost: 2.0158 data_cost: 0.0010 ips: 13.8902 images/s [11/14 11:19:00] ppdet.engine INFO: Epoch: [31] [2380/3251] learning_rate: 0.154291 loss_vfl: 0.814650 loss_bbox: 0.273103 loss_dfl: 0.177160 loss: 1.244114 eta: 5 days, 13:47:44 batch_cost: 2.2066 data_cost: 0.0013 ips: 12.6890 images/s [11/14 11:19:48] ppdet.engine INFO: Epoch: [31] [2400/3251] learning_rate: 0.154275 loss_vfl: 0.830287 loss_bbox: 0.282036 loss_dfl: 0.182755 loss: 1.279531 eta: 5 days, 13:47:03 batch_cost: 2.2452 data_cost: 0.0009 ips: 12.4713 images/s [11/14 11:20:31] ppdet.engine INFO: Epoch: [31] [2420/3251] learning_rate: 0.154259 loss_vfl: 0.817601 loss_bbox: 0.316459 loss_dfl: 0.206055 loss: 1.348450 eta: 5 days, 13:46:12 batch_cost: 1.9830 data_cost: 0.0010 ips: 14.1202 images/s [11/14 11:21:19] ppdet.engine INFO: Epoch: [31] [2440/3251] learning_rate: 0.154243 loss_vfl: 0.857780 loss_bbox: 0.319782 loss_dfl: 0.201739 loss: 1.364196 eta: 5 days, 13:45:33 batch_cost: 2.2626 data_cost: 0.0010 ips: 12.3750 images/s [11/14 11:22:07] ppdet.engine INFO: Epoch: [31] [2460/3251] learning_rate: 0.154226 loss_vfl: 0.834575 loss_bbox: 0.297585 loss_dfl: 0.200063 loss: 1.316730 eta: 5 days, 13:44:54 batch_cost: 2.2733 data_cost: 0.0011 ips: 12.3167 images/s [11/14 11:22:52] ppdet.engine INFO: Epoch: [31] [2480/3251] learning_rate: 0.154210 loss_vfl: 0.815721 loss_bbox: 0.315482 loss_dfl: 0.194031 loss: 1.318758 eta: 5 days, 13:44:07 batch_cost: 2.0865 data_cost: 0.0012 ips: 13.4197 images/s [11/14 11:23:37] ppdet.engine INFO: Epoch: [31] [2500/3251] learning_rate: 0.154194 loss_vfl: 0.803979 loss_bbox: 0.263076 loss_dfl: 0.174422 loss: 1.265798 eta: 5 days, 13:43:22 batch_cost: 2.1386 data_cost: 0.0010 ips: 13.0925 images/s [11/14 11:24:24] ppdet.engine INFO: Epoch: [31] [2520/3251] learning_rate: 0.154178 loss_vfl: 0.838644 loss_bbox: 0.266014 loss_dfl: 0.179670 loss: 1.299375 eta: 5 days, 13:42:40 batch_cost: 2.2138 data_cost: 0.0016 ips: 12.6479 images/s [11/14 11:25:10] ppdet.engine INFO: Epoch: [31] [2540/3251] learning_rate: 0.154162 loss_vfl: 0.816537 loss_bbox: 0.295902 loss_dfl: 0.192117 loss: 1.303690 eta: 5 days, 13:41:57 batch_cost: 2.1629 data_cost: 0.0009 ips: 12.9453 images/s [11/14 11:25:56] ppdet.engine INFO: Epoch: [31] [2560/3251] learning_rate: 0.154145 loss_vfl: 0.834164 loss_bbox: 0.279577 loss_dfl: 0.187628 loss: 1.304604 eta: 5 days, 13:41:12 batch_cost: 2.1395 data_cost: 0.0009 ips: 13.0873 images/s [11/14 11:26:44] ppdet.engine INFO: Epoch: [31] [2580/3251] learning_rate: 0.154129 loss_vfl: 0.810923 loss_bbox: 0.312928 loss_dfl: 0.201100 loss: 1.335814 eta: 5 days, 13:40:32 batch_cost: 2.2463 data_cost: 0.0009 ips: 12.4647 images/s [11/14 11:27:28] ppdet.engine INFO: Epoch: [31] [2600/3251] learning_rate: 0.154113 loss_vfl: 0.844145 loss_bbox: 0.273606 loss_dfl: 0.189060 loss: 1.329267 eta: 5 days, 13:39:46 batch_cost: 2.1106 data_cost: 0.0012 ips: 13.2666 images/s [11/14 11:28:14] ppdet.engine INFO: Epoch: [31] [2620/3251] learning_rate: 0.154097 loss_vfl: 0.819920 loss_bbox: 0.323294 loss_dfl: 0.198237 loss: 1.356643 eta: 5 days, 13:39:00 batch_cost: 2.1105 data_cost: 0.0014 ips: 13.2668 images/s [11/14 11:29:00] ppdet.engine INFO: Epoch: [31] [2640/3251] learning_rate: 0.154080 loss_vfl: 0.833506 loss_bbox: 0.279726 loss_dfl: 0.183312 loss: 1.299963 eta: 5 days, 13:38:17 batch_cost: 2.1797 data_cost: 0.0009 ips: 12.8455 images/s [11/14 11:29:45] ppdet.engine INFO: Epoch: [31] [2660/3251] learning_rate: 0.154064 loss_vfl: 0.833636 loss_bbox: 0.284768 loss_dfl: 0.189571 loss: 1.315497 eta: 5 days, 13:37:30 batch_cost: 2.0983 data_cost: 0.0010 ips: 13.3444 images/s [11/14 11:30:31] ppdet.engine INFO: Epoch: [31] [2680/3251] learning_rate: 0.154048 loss_vfl: 0.847674 loss_bbox: 0.285080 loss_dfl: 0.195491 loss: 1.332406 eta: 5 days, 13:36:48 batch_cost: 2.2051 data_cost: 0.0009 ips: 12.6980 images/s [11/14 11:31:18] ppdet.engine INFO: Epoch: [31] [2700/3251] learning_rate: 0.154031 loss_vfl: 0.861611 loss_bbox: 0.260245 loss_dfl: 0.178496 loss: 1.305947 eta: 5 days, 13:36:07 batch_cost: 2.2284 data_cost: 0.0010 ips: 12.5649 images/s [11/14 11:32:04] ppdet.engine INFO: Epoch: [31] [2720/3251] learning_rate: 0.154015 loss_vfl: 0.823457 loss_bbox: 0.280940 loss_dfl: 0.183456 loss: 1.298031 eta: 5 days, 13:35:24 batch_cost: 2.1601 data_cost: 0.0009 ips: 12.9624 images/s [11/14 11:32:51] ppdet.engine INFO: Epoch: [31] [2740/3251] learning_rate: 0.153999 loss_vfl: 0.835972 loss_bbox: 0.297947 loss_dfl: 0.199619 loss: 1.348761 eta: 5 days, 13:34:42 batch_cost: 2.2052 data_cost: 0.0010 ips: 12.6974 images/s [11/14 11:33:39] ppdet.engine INFO: Epoch: [31] [2760/3251] learning_rate: 0.153983 loss_vfl: 0.845985 loss_bbox: 0.292734 loss_dfl: 0.190951 loss: 1.326871 eta: 5 days, 13:34:01 batch_cost: 2.2250 data_cost: 0.0010 ips: 12.5844 images/s [11/14 11:34:22] ppdet.engine INFO: Epoch: [31] [2780/3251] learning_rate: 0.153966 loss_vfl: 0.832337 loss_bbox: 0.323301 loss_dfl: 0.200828 loss: 1.373393 eta: 5 days, 13:33:06 batch_cost: 1.9154 data_cost: 0.0009 ips: 14.6181 images/s [11/14 11:35:09] ppdet.engine INFO: Epoch: [31] [2800/3251] learning_rate: 0.153950 loss_vfl: 0.825549 loss_bbox: 0.297518 loss_dfl: 0.195293 loss: 1.308686 eta: 5 days, 13:32:26 batch_cost: 2.2480 data_cost: 0.0010 ips: 12.4555 images/s [11/14 11:35:55] ppdet.engine INFO: Epoch: [31] [2820/3251] learning_rate: 0.153934 loss_vfl: 0.837689 loss_bbox: 0.332496 loss_dfl: 0.204390 loss: 1.358035 eta: 5 days, 13:31:45 batch_cost: 2.2153 data_cost: 0.0010 ips: 12.6396 images/s [11/14 11:36:41] ppdet.engine INFO: Epoch: [31] [2840/3251] learning_rate: 0.153918 loss_vfl: 0.844330 loss_bbox: 0.276293 loss_dfl: 0.187288 loss: 1.305005 eta: 5 days, 13:31:01 batch_cost: 2.1720 data_cost: 0.0011 ips: 12.8915 images/s [11/14 11:37:27] ppdet.engine INFO: Epoch: [31] [2860/3251] learning_rate: 0.153901 loss_vfl: 0.856271 loss_bbox: 0.288417 loss_dfl: 0.199047 loss: 1.336922 eta: 5 days, 13:30:19 batch_cost: 2.1914 data_cost: 0.0009 ips: 12.7774 images/s [11/14 11:38:14] ppdet.engine INFO: Epoch: [31] [2880/3251] learning_rate: 0.153885 loss_vfl: 0.822467 loss_bbox: 0.313993 loss_dfl: 0.201756 loss: 1.350556 eta: 5 days, 13:29:35 batch_cost: 2.1565 data_cost: 0.0014 ips: 12.9841 images/s [11/14 11:38:59] ppdet.engine INFO: Epoch: [31] [2900/3251] learning_rate: 0.153869 loss_vfl: 0.822515 loss_bbox: 0.267995 loss_dfl: 0.188166 loss: 1.281422 eta: 5 days, 13:28:47 batch_cost: 2.0656 data_cost: 0.0012 ips: 13.5555 images/s [11/14 11:39:46] ppdet.engine INFO: Epoch: [31] [2920/3251] learning_rate: 0.153852 loss_vfl: 0.821455 loss_bbox: 0.299079 loss_dfl: 0.184411 loss: 1.327953 eta: 5 days, 13:28:06 batch_cost: 2.2163 data_cost: 0.0010 ips: 12.6339 images/s [11/14 11:40:31] ppdet.engine INFO: Epoch: [31] [2940/3251] learning_rate: 0.153836 loss_vfl: 0.853785 loss_bbox: 0.303912 loss_dfl: 0.198458 loss: 1.366215 eta: 5 days, 13:27:21 batch_cost: 2.1338 data_cost: 0.0011 ips: 13.1221 images/s [11/14 11:41:15] ppdet.engine INFO: Epoch: [31] [2960/3251] learning_rate: 0.153820 loss_vfl: 0.839941 loss_bbox: 0.275876 loss_dfl: 0.184897 loss: 1.303671 eta: 5 days, 13:26:33 batch_cost: 2.0743 data_cost: 0.0011 ips: 13.4983 images/s [11/14 11:42:03] ppdet.engine INFO: Epoch: [31] [2980/3251] learning_rate: 0.153804 loss_vfl: 0.834373 loss_bbox: 0.288659 loss_dfl: 0.189379 loss: 1.311000 eta: 5 days, 13:25:54 batch_cost: 2.2700 data_cost: 0.0011 ips: 12.3346 images/s [11/14 11:42:47] ppdet.engine INFO: Epoch: [31] [3000/3251] learning_rate: 0.153787 loss_vfl: 0.822592 loss_bbox: 0.286136 loss_dfl: 0.196966 loss: 1.316435 eta: 5 days, 13:25:07 batch_cost: 2.0832 data_cost: 0.0014 ips: 13.4410 images/s [11/14 11:43:34] ppdet.engine INFO: Epoch: [31] [3020/3251] learning_rate: 0.153771 loss_vfl: 0.820821 loss_bbox: 0.295367 loss_dfl: 0.187347 loss: 1.265858 eta: 5 days, 13:24:26 batch_cost: 2.2318 data_cost: 0.0016 ips: 12.5462 images/s [11/14 11:44:19] ppdet.engine INFO: Epoch: [31] [3040/3251] learning_rate: 0.153755 loss_vfl: 0.800712 loss_bbox: 0.289159 loss_dfl: 0.187029 loss: 1.281864 eta: 5 days, 13:23:40 batch_cost: 2.1072 data_cost: 0.0009 ips: 13.2879 images/s [11/14 11:45:05] ppdet.engine INFO: Epoch: [31] [3060/3251] learning_rate: 0.153738 loss_vfl: 0.800473 loss_bbox: 0.275078 loss_dfl: 0.179667 loss: 1.290112 eta: 5 days, 13:22:53 batch_cost: 2.0960 data_cost: 0.0009 ips: 13.3587 images/s [11/14 11:45:52] ppdet.engine INFO: Epoch: [31] [3080/3251] learning_rate: 0.153722 loss_vfl: 0.827046 loss_bbox: 0.266131 loss_dfl: 0.179910 loss: 1.288804 eta: 5 days, 13:22:11 batch_cost: 2.2018 data_cost: 0.0011 ips: 12.7167 images/s [11/14 11:46:39] ppdet.engine INFO: Epoch: [31] [3100/3251] learning_rate: 0.153706 loss_vfl: 0.827771 loss_bbox: 0.261284 loss_dfl: 0.172613 loss: 1.295330 eta: 5 days, 13:21:29 batch_cost: 2.1844 data_cost: 0.0011 ips: 12.8182 images/s [11/14 11:47:24] ppdet.engine INFO: Epoch: [31] [3120/3251] learning_rate: 0.153690 loss_vfl: 0.823921 loss_bbox: 0.280458 loss_dfl: 0.183128 loss: 1.301821 eta: 5 days, 13:20:44 batch_cost: 2.1417 data_cost: 0.0009 ips: 13.0737 images/s [11/14 11:48:09] ppdet.engine INFO: Epoch: [31] [3140/3251] learning_rate: 0.153673 loss_vfl: 0.870206 loss_bbox: 0.312405 loss_dfl: 0.206120 loss: 1.368787 eta: 5 days, 13:19:58 batch_cost: 2.1151 data_cost: 0.0010 ips: 13.2380 images/s [11/14 11:48:56] ppdet.engine INFO: Epoch: [31] [3160/3251] learning_rate: 0.153657 loss_vfl: 0.834152 loss_bbox: 0.268763 loss_dfl: 0.171989 loss: 1.257758 eta: 5 days, 13:19:16 batch_cost: 2.1953 data_cost: 0.0010 ips: 12.7544 images/s [11/14 11:49:43] ppdet.engine INFO: Epoch: [31] [3180/3251] learning_rate: 0.153641 loss_vfl: 0.841232 loss_bbox: 0.255591 loss_dfl: 0.171122 loss: 1.290458 eta: 5 days, 13:18:34 batch_cost: 2.2046 data_cost: 0.0009 ips: 12.7009 images/s [11/14 11:50:28] ppdet.engine INFO: Epoch: [31] [3200/3251] learning_rate: 0.153624 loss_vfl: 0.824410 loss_bbox: 0.271377 loss_dfl: 0.184687 loss: 1.262661 eta: 5 days, 13:17:48 batch_cost: 2.1087 data_cost: 0.0009 ips: 13.2784 images/s [11/14 11:51:13] ppdet.engine INFO: Epoch: [31] [3220/3251] learning_rate: 0.153608 loss_vfl: 0.836039 loss_bbox: 0.288084 loss_dfl: 0.188543 loss: 1.321118 eta: 5 days, 13:17:03 batch_cost: 2.1347 data_cost: 0.0010 ips: 13.1165 images/s [11/14 11:52:00] ppdet.engine INFO: Epoch: [31] [3240/3251] learning_rate: 0.153592 loss_vfl: 0.848942 loss_bbox: 0.320775 loss_dfl: 0.214398 loss: 1.433192 eta: 5 days, 13:16:23 batch_cost: 2.2457 data_cost: 0.0018 ips: 12.4683 images/s [11/14 11:52:18] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_lcnet_2_5x_640_mainbody [11/14 11:52:19] ppdet.engine INFO: Eval iter: 0 [11/14 11:53:09] ppdet.engine INFO: Eval iter: 100 [11/14 11:53:36] ppdet.engine INFO: Eval iter: 200 [11/14 11:54:03] ppdet.engine INFO: Eval iter: 300 [11/14 11:54:29] ppdet.engine INFO: Eval iter: 400 [11/14 11:54:55] ppdet.engine INFO: Eval iter: 500 [11/14 11:55:22] ppdet.engine INFO: Eval iter: 600 [11/14 11:55:48] ppdet.engine INFO: Eval iter: 700 [11/14 11:56:14] ppdet.engine INFO: Eval iter: 800 [11/14 11:56:42] ppdet.engine INFO: Eval iter: 900 [11/14 11:57:08] ppdet.engine INFO: Eval iter: 1000 [11/14 11:57:34] ppdet.engine INFO: Eval iter: 1100 [11/14 11:58:00] ppdet.engine INFO: Eval iter: 1200 [11/14 11:58:27] ppdet.engine INFO: Eval iter: 1300 [11/14 11:58:52] ppdet.engine INFO: Eval iter: 1400 [11/14 11:59:19] ppdet.engine INFO: Eval iter: 1500 [11/14 11:59:46] ppdet.engine INFO: Eval iter: 1600 [11/14 12:00:11] ppdet.engine INFO: Eval iter: 1700 [11/14 12:00:38] ppdet.engine INFO: Eval iter: 1800 [11/14 12:01:04] ppdet.engine INFO: Eval iter: 1900 [11/14 12:01:32] ppdet.engine INFO: Eval iter: 2000 [11/14 12:01:59] ppdet.engine INFO: Eval iter: 2100 [11/14 12:02:26] ppdet.engine INFO: Eval iter: 2200 [11/14 12:02:53] ppdet.engine INFO: Eval iter: 2300 [11/14 12:03:53] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json. loading annotations into memory... Done (t=2.30s) creating index... index created! [11/14 12:03:55] ppdet.metrics.coco_utils INFO: Start evaluate... Loading and preparing results... DONE (t=16.17s) creating index... index created! Running per image evaluation... Evaluate annotation type *bbox* DONE (t=367.80s). Accumulating evaluation results... DONE (t=33.36s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.393 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.595 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.417 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.204 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.429 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.523 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.081 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.386 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.591 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.347 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.615 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.752 [11/14 12:10:56] ppdet.engine INFO: Total sample number: 19074, averge FPS: 28.870645986273356 [11/14 12:10:56] ppdet.engine INFO: Best test bbox ap is 0.394. [11/14 12:10:58] ppdet.engine INFO: Epoch: [32] [ 0/3251] learning_rate: 0.153583 loss_vfl: 0.849555 loss_bbox: 0.310993 loss_dfl: 0.213719 loss: 1.392473 eta: 5 days, 13:15:29 batch_cost: 1.4267 data_cost: 0.0017 ips: 19.6255 images/s [11/14 12:11:46] ppdet.engine INFO: Epoch: [32] [ 20/3251] learning_rate: 0.153566 loss_vfl: 0.853276 loss_bbox: 0.271225 loss_dfl: 0.180666 loss: 1.323460 eta: 5 days, 13:14:47 batch_cost: 2.1979 data_cost: 0.0011 ips: 12.7397 images/s [11/14 12:12:34] ppdet.engine INFO: Epoch: [32] [ 40/3251] learning_rate: 0.153550 loss_vfl: 0.835750 loss_bbox: 0.266190 loss_dfl: 0.161824 loss: 1.258527 eta: 5 days, 13:14:07 batch_cost: 2.2394 data_cost: 0.0009 ips: 12.5035 images/s [11/14 12:13:21] ppdet.engine INFO: Epoch: [32] [ 60/3251] learning_rate: 0.153534 loss_vfl: 0.832877 loss_bbox: 0.279885 loss_dfl: 0.188533 loss: 1.298206 eta: 5 days, 13:13:24 batch_cost: 2.1822 data_cost: 0.0011 ips: 12.8311 images/s [11/14 12:14:08] ppdet.engine INFO: Epoch: [32] [ 80/3251] learning_rate: 0.153517 loss_vfl: 0.822776 loss_bbox: 0.282195 loss_dfl: 0.184933 loss: 1.315941 eta: 5 days, 13:12:44 batch_cost: 2.2507 data_cost: 0.0009 ips: 12.4407 images/s [11/14 12:14:56] ppdet.engine INFO: Epoch: [32] [ 100/3251] learning_rate: 0.153501 loss_vfl: 0.821281 loss_bbox: 0.278485 loss_dfl: 0.181903 loss: 1.302868 eta: 5 days, 13:12:01 batch_cost: 2.1950 data_cost: 0.0009 ips: 12.7563 images/s [11/14 12:15:43] ppdet.engine INFO: Epoch: [32] [ 120/3251] learning_rate: 0.153485 loss_vfl: 0.833582 loss_bbox: 0.252029 loss_dfl: 0.167105 loss: 1.268536 eta: 5 days, 13:11:21 batch_cost: 2.2403 data_cost: 0.0130 ips: 12.4981 images/s [11/14 12:16:28] ppdet.engine INFO: Epoch: [32] [ 140/3251] learning_rate: 0.153468 loss_vfl: 0.799224 loss_bbox: 0.309003 loss_dfl: 0.204381 loss: 1.298157 eta: 5 days, 13:10:36 batch_cost: 2.1370 data_cost: 0.0014 ips: 13.1023 images/s [11/14 12:17:16] ppdet.engine INFO: Epoch: [32] [ 160/3251] learning_rate: 0.153452 loss_vfl: 0.827643 loss_bbox: 0.280259 loss_dfl: 0.180089 loss: 1.276793 eta: 5 days, 13:09:56 batch_cost: 2.2582 data_cost: 0.0009 ips: 12.3993 images/s [11/14 12:18:04] ppdet.engine INFO: Epoch: [32] [ 180/3251] learning_rate: 0.153436 loss_vfl: 0.831808 loss_bbox: 0.288723 loss_dfl: 0.200095 loss: 1.317541 eta: 5 days, 13:09:18 batch_cost: 2.2780 data_cost: 0.0010 ips: 12.2912 images/s [11/14 12:18:49] ppdet.engine INFO: Epoch: [32] [ 200/3251] learning_rate: 0.153419 loss_vfl: 0.848407 loss_bbox: 0.253703 loss_dfl: 0.167642 loss: 1.293382 eta: 5 days, 13:08:31 batch_cost: 2.1047 data_cost: 0.0009 ips: 13.3034 images/s [11/14 12:19:36] ppdet.engine INFO: Epoch: [32] [ 220/3251] learning_rate: 0.153403 loss_vfl: 0.813639 loss_bbox: 0.306162 loss_dfl: 0.193925 loss: 1.330436 eta: 5 days, 13:07:52 batch_cost: 2.2670 data_cost: 0.0010 ips: 12.3511 images/s [11/14 12:20:23] ppdet.engine INFO: Epoch: [32] [ 240/3251] learning_rate: 0.153387 loss_vfl: 0.831473 loss_bbox: 0.298744 loss_dfl: 0.191261 loss: 1.351995 eta: 5 days, 13:07:10 batch_cost: 2.2055 data_cost: 0.0009 ips: 12.6958 images/s [11/14 12:21:10] ppdet.engine INFO: Epoch: [32] [ 260/3251] learning_rate: 0.153370 loss_vfl: 0.830676 loss_bbox: 0.268880 loss_dfl: 0.193574 loss: 1.302632 eta: 5 days, 13:06:27 batch_cost: 2.1644 data_cost: 0.0009 ips: 12.9365 images/s [11/14 12:21:56] ppdet.engine INFO: Epoch: [32] [ 280/3251] learning_rate: 0.153354 loss_vfl: 0.813691 loss_bbox: 0.291268 loss_dfl: 0.194091 loss: 1.324847 eta: 5 days, 13:05:44 batch_cost: 2.1806 data_cost: 0.0010 ips: 12.8405 images/s [11/14 12:22:41] ppdet.engine INFO: Epoch: [32] [ 300/3251] learning_rate: 0.153338 loss_vfl: 0.840028 loss_bbox: 0.281802 loss_dfl: 0.194462 loss: 1.312599 eta: 5 days, 13:04:57 batch_cost: 2.1019 data_cost: 0.0009 ips: 13.3215 images/s [11/14 12:23:26] ppdet.engine INFO: Epoch: [32] [ 320/3251] learning_rate: 0.153321 loss_vfl: 0.833752 loss_bbox: 0.328112 loss_dfl: 0.194406 loss: 1.384247 eta: 5 days, 13:04:12 batch_cost: 2.1293 data_cost: 0.0012 ips: 13.1499 images/s [11/14 12:24:12] ppdet.engine INFO: Epoch: [32] [ 340/3251] learning_rate: 0.153305 loss_vfl: 0.823969 loss_bbox: 0.302360 loss_dfl: 0.189768 loss: 1.319049 eta: 5 days, 13:03:28 batch_cost: 2.1539 data_cost: 0.0009 ips: 12.9996 images/s [11/14 12:24:58] ppdet.engine INFO: Epoch: [32] [ 360/3251] learning_rate: 0.153289 loss_vfl: 0.824000 loss_bbox: 0.261703 loss_dfl: 0.173223 loss: 1.270697 eta: 5 days, 13:02:43 batch_cost: 2.1397 data_cost: 0.0011 ips: 13.0861 images/s [11/14 12:25:46] ppdet.engine INFO: Epoch: [32] [ 380/3251] learning_rate: 0.153272 loss_vfl: 0.812176 loss_bbox: 0.314452 loss_dfl: 0.202580 loss: 1.313880 eta: 5 days, 13:02:05 batch_cost: 2.2955 data_cost: 0.0014 ips: 12.1979 images/s [11/14 12:26:31] ppdet.engine INFO: Epoch: [32] [ 400/3251] learning_rate: 0.153256 loss_vfl: 0.820648 loss_bbox: 0.293289 loss_dfl: 0.189086 loss: 1.288982 eta: 5 days, 13:01:21 batch_cost: 2.1604 data_cost: 0.0010 ips: 12.9604 images/s [11/14 12:27:16] ppdet.engine INFO: Epoch: [32] [ 420/3251] learning_rate: 0.153240 loss_vfl: 0.826947 loss_bbox: 0.265535 loss_dfl: 0.174597 loss: 1.265288 eta: 5 days, 13:00:31 batch_cost: 2.0145 data_cost: 0.0009 ips: 13.8993 images/s [11/14 12:28:04] ppdet.engine INFO: Epoch: [32] [ 440/3251] learning_rate: 0.153223 loss_vfl: 0.839064 loss_bbox: 0.271607 loss_dfl: 0.173753 loss: 1.297354 eta: 5 days, 12:59:51 batch_cost: 2.2300 data_cost: 0.0009 ips: 12.5558 images/s [11/14 12:28:49] ppdet.engine INFO: Epoch: [32] [ 460/3251] learning_rate: 0.153207 loss_vfl: 0.832123 loss_bbox: 0.287882 loss_dfl: 0.184622 loss: 1.314422 eta: 5 days, 12:59:04 batch_cost: 2.0985 data_cost: 0.0009 ips: 13.3428 images/s [11/14 12:29:33] ppdet.engine INFO: Epoch: [32] [ 480/3251] learning_rate: 0.153190 loss_vfl: 0.828564 loss_bbox: 0.261014 loss_dfl: 0.166066 loss: 1.264052 eta: 5 days, 12:58:17 batch_cost: 2.0876 data_cost: 0.0011 ips: 13.4125 images/s [11/14 12:30:21] ppdet.engine INFO: Epoch: [32] [ 500/3251] learning_rate: 0.153174 loss_vfl: 0.831358 loss_bbox: 0.304469 loss_dfl: 0.190179 loss: 1.338321 eta: 5 days, 12:57:36 batch_cost: 2.2309 data_cost: 0.0011 ips: 12.5513 images/s [11/14 12:31:07] ppdet.engine INFO: Epoch: [32] [ 520/3251] learning_rate: 0.153158 loss_vfl: 0.818562 loss_bbox: 0.301698 loss_dfl: 0.192534 loss: 1.313266 eta: 5 days, 12:56:51 batch_cost: 2.1232 data_cost: 0.0010 ips: 13.1874 images/s [11/14 12:31:55] ppdet.engine INFO: Epoch: [32] [ 540/3251] learning_rate: 0.153141 loss_vfl: 0.826694 loss_bbox: 0.273648 loss_dfl: 0.176142 loss: 1.255870 eta: 5 days, 12:56:09 batch_cost: 2.1945 data_cost: 0.0009 ips: 12.7594 images/s [11/14 12:32:38] ppdet.engine INFO: Epoch: [32] [ 560/3251] learning_rate: 0.153125 loss_vfl: 0.832526 loss_bbox: 0.315321 loss_dfl: 0.200118 loss: 1.366219 eta: 5 days, 12:55:20 batch_cost: 2.0408 data_cost: 0.0012 ips: 13.7202 images/s [11/14 12:33:26] ppdet.engine INFO: Epoch: [32] [ 580/3251] learning_rate: 0.153109 loss_vfl: 0.819764 loss_bbox: 0.320806 loss_dfl: 0.201177 loss: 1.349725 eta: 5 days, 12:54:39 batch_cost: 2.2341 data_cost: 0.0012 ips: 12.5329 images/s [11/14 12:34:13] ppdet.engine INFO: Epoch: [32] [ 600/3251] learning_rate: 0.153092 loss_vfl: 0.823322 loss_bbox: 0.268810 loss_dfl: 0.171631 loss: 1.243556 eta: 5 days, 12:53:56 batch_cost: 2.1868 data_cost: 0.0012 ips: 12.8041 images/s [11/14 12:34:59] ppdet.engine INFO: Epoch: [32] [ 620/3251] learning_rate: 0.153076 loss_vfl: 0.812661 loss_bbox: 0.293420 loss_dfl: 0.190872 loss: 1.300693 eta: 5 days, 12:53:12 batch_cost: 2.1418 data_cost: 0.0011 ips: 13.0730 images/s [11/14 12:35:43] ppdet.engine INFO: Epoch: [32] [ 640/3251] learning_rate: 0.153059 loss_vfl: 0.831476 loss_bbox: 0.264543 loss_dfl: 0.177915 loss: 1.273631 eta: 5 days, 12:52:23 batch_cost: 2.0523 data_cost: 0.0011 ips: 13.6433 images/s [11/14 12:36:29] ppdet.engine INFO: Epoch: [32] [ 660/3251] learning_rate: 0.153043 loss_vfl: 0.818770 loss_bbox: 0.296988 loss_dfl: 0.196004 loss: 1.315724 eta: 5 days, 12:51:41 batch_cost: 2.1869 data_cost: 0.0010 ips: 12.8035 images/s [11/14 12:37:15] ppdet.engine INFO: Epoch: [32] [ 680/3251] learning_rate: 0.153027 loss_vfl: 0.830691 loss_bbox: 0.287417 loss_dfl: 0.194565 loss: 1.327920 eta: 5 days, 12:50:59 batch_cost: 2.1970 data_cost: 0.0009 ips: 12.7447 images/s [11/14 12:38:01] ppdet.engine INFO: Epoch: [32] [ 700/3251] learning_rate: 0.153010 loss_vfl: 0.817851 loss_bbox: 0.318987 loss_dfl: 0.208556 loss: 1.314991 eta: 5 days, 12:50:13 batch_cost: 2.1119 data_cost: 0.0010 ips: 13.2583 images/s [11/14 12:38:49] ppdet.engine INFO: Epoch: [32] [ 720/3251] learning_rate: 0.152994 loss_vfl: 0.818182 loss_bbox: 0.294987 loss_dfl: 0.179946 loss: 1.259773 eta: 5 days, 12:49:31 batch_cost: 2.2077 data_cost: 0.0015 ips: 12.6828 images/s [11/14 12:39:35] ppdet.engine INFO: Epoch: [32] [ 740/3251] learning_rate: 0.152978 loss_vfl: 0.813238 loss_bbox: 0.287291 loss_dfl: 0.187106 loss: 1.292984 eta: 5 days, 12:48:51 batch_cost: 2.2460 data_cost: 0.0010 ips: 12.4665 images/s [11/14 12:40:22] ppdet.engine INFO: Epoch: [32] [ 760/3251] learning_rate: 0.152961 loss_vfl: 0.808464 loss_bbox: 0.320685 loss_dfl: 0.201259 loss: 1.334824 eta: 5 days, 12:48:11 batch_cost: 2.2498 data_cost: 0.0010 ips: 12.4458 images/s [11/14 12:41:08] ppdet.engine INFO: Epoch: [32] [ 780/3251] learning_rate: 0.152945 loss_vfl: 0.840608 loss_bbox: 0.316151 loss_dfl: 0.180250 loss: 1.327176 eta: 5 days, 12:47:26 batch_cost: 2.1496 data_cost: 0.0010 ips: 13.0258 images/s [11/14 12:41:55] ppdet.engine INFO: Epoch: [32] [ 800/3251] learning_rate: 0.152928 loss_vfl: 0.836333 loss_bbox: 0.300622 loss_dfl: 0.200755 loss: 1.320727 eta: 5 days, 12:46:44 batch_cost: 2.1911 data_cost: 0.0009 ips: 12.7788 images/s [11/14 12:42:42] ppdet.engine INFO: Epoch: [32] [ 820/3251] learning_rate: 0.152912 loss_vfl: 0.855309 loss_bbox: 0.280504 loss_dfl: 0.187640 loss: 1.354562 eta: 5 days, 12:46:02 batch_cost: 2.2079 data_cost: 0.0011 ips: 12.6817 images/s [11/14 12:43:27] ppdet.engine INFO: Epoch: [32] [ 840/3251] learning_rate: 0.152896 loss_vfl: 0.830211 loss_bbox: 0.293809 loss_dfl: 0.186684 loss: 1.293867 eta: 5 days, 12:45:18 batch_cost: 2.1554 data_cost: 0.0009 ips: 12.9908 images/s [11/14 12:44:14] ppdet.engine INFO: Epoch: [32] [ 860/3251] learning_rate: 0.152879 loss_vfl: 0.845338 loss_bbox: 0.298158 loss_dfl: 0.187276 loss: 1.356361 eta: 5 days, 12:44:36 batch_cost: 2.1923 data_cost: 0.0019 ips: 12.7718 images/s [11/14 12:45:00] ppdet.engine INFO: Epoch: [32] [ 880/3251] learning_rate: 0.152863 loss_vfl: 0.815381 loss_bbox: 0.300739 loss_dfl: 0.186272 loss: 1.304169 eta: 5 days, 12:43:52 batch_cost: 2.1629 data_cost: 0.0019 ips: 12.9457 images/s [11/14 12:45:46] ppdet.engine INFO: Epoch: [32] [ 900/3251] learning_rate: 0.152846 loss_vfl: 0.818888 loss_bbox: 0.277892 loss_dfl: 0.180355 loss: 1.263009 eta: 5 days, 12:43:06 batch_cost: 2.1235 data_cost: 0.0010 ips: 13.1861 images/s [11/14 12:46:33] ppdet.engine INFO: Epoch: [32] [ 920/3251] learning_rate: 0.152830 loss_vfl: 0.806068 loss_bbox: 0.256428 loss_dfl: 0.181098 loss: 1.276802 eta: 5 days, 12:42:25 batch_cost: 2.2112 data_cost: 0.0009 ips: 12.6629 images/s [11/14 12:47:19] ppdet.engine INFO: Epoch: [32] [ 940/3251] learning_rate: 0.152814 loss_vfl: 0.821268 loss_bbox: 0.281466 loss_dfl: 0.195761 loss: 1.349908 eta: 5 days, 12:41:43 batch_cost: 2.2132 data_cost: 0.0009 ips: 12.6514 images/s [11/14 12:48:06] ppdet.engine INFO: Epoch: [32] [ 960/3251] learning_rate: 0.152797 loss_vfl: 0.834757 loss_bbox: 0.304715 loss_dfl: 0.189548 loss: 1.333410 eta: 5 days, 12:41:00 batch_cost: 2.1868 data_cost: 0.0010 ips: 12.8039 images/s [11/14 12:48:50] ppdet.engine INFO: Epoch: [32] [ 980/3251] learning_rate: 0.152781 loss_vfl: 0.825875 loss_bbox: 0.271501 loss_dfl: 0.181381 loss: 1.275591 eta: 5 days, 12:40:14 batch_cost: 2.0866 data_cost: 0.0026 ips: 13.4187 images/s [11/14 12:49:39] ppdet.engine INFO: Epoch: [32] [1000/3251] learning_rate: 0.152764 loss_vfl: 0.809865 loss_bbox: 0.294227 loss_dfl: 0.189923 loss: 1.265443 eta: 5 days, 12:39:35 batch_cost: 2.2784 data_cost: 0.0010 ips: 12.2894 images/s [11/14 12:50:26] ppdet.engine INFO: Epoch: [32] [1020/3251] learning_rate: 0.152748 loss_vfl: 0.823087 loss_bbox: 0.335749 loss_dfl: 0.205213 loss: 1.352946 eta: 5 days, 12:38:55 batch_cost: 2.2626 data_cost: 0.0011 ips: 12.3754 images/s [11/14 12:51:12] ppdet.engine INFO: Epoch: [32] [1040/3251] learning_rate: 0.152731 loss_vfl: 0.836951 loss_bbox: 0.278263 loss_dfl: 0.190600 loss: 1.333538 eta: 5 days, 12:38:10 batch_cost: 2.1250 data_cost: 0.0010 ips: 13.1764 images/s [11/14 12:51:59] ppdet.engine INFO: Epoch: [32] [1060/3251] learning_rate: 0.152715 loss_vfl: 0.808221 loss_bbox: 0.290868 loss_dfl: 0.188074 loss: 1.279110 eta: 5 days, 12:37:30 batch_cost: 2.2580 data_cost: 0.0009 ips: 12.4004 images/s [11/14 12:52:45] ppdet.engine INFO: Epoch: [32] [1080/3251] learning_rate: 0.152699 loss_vfl: 0.829401 loss_bbox: 0.278602 loss_dfl: 0.176534 loss: 1.273112 eta: 5 days, 12:36:48 batch_cost: 2.2095 data_cost: 0.0017 ips: 12.6727 images/s [11/14 12:53:29] ppdet.engine INFO: Epoch: [32] [1100/3251] learning_rate: 0.152682 loss_vfl: 0.815899 loss_bbox: 0.293501 loss_dfl: 0.183349 loss: 1.283770 eta: 5 days, 12:36:03 batch_cost: 2.1242 data_cost: 0.0014 ips: 13.1814 images/s [11/14 12:54:17] ppdet.engine INFO: Epoch: [32] [1120/3251] learning_rate: 0.152666 loss_vfl: 0.806639 loss_bbox: 0.315198 loss_dfl: 0.199131 loss: 1.342446 eta: 5 days, 12:35:22 batch_cost: 2.2249 data_cost: 0.0009 ips: 12.5851 images/s [11/14 12:55:01] ppdet.engine INFO: Epoch: [32] [1140/3251] learning_rate: 0.152649 loss_vfl: 0.818220 loss_bbox: 0.286044 loss_dfl: 0.183374 loss: 1.304922 eta: 5 days, 12:34:35 batch_cost: 2.0884 data_cost: 0.0014 ips: 13.4077 images/s [11/14 12:55:49] ppdet.engine INFO: Epoch: [32] [1160/3251] learning_rate: 0.152633 loss_vfl: 0.823134 loss_bbox: 0.285365 loss_dfl: 0.188560 loss: 1.305686 eta: 5 days, 12:33:57 batch_cost: 2.2956 data_cost: 0.0013 ips: 12.1973 images/s [11/14 12:56:35] ppdet.engine INFO: Epoch: [32] [1180/3251] learning_rate: 0.152616 loss_vfl: 0.848025 loss_bbox: 0.308508 loss_dfl: 0.201565 loss: 1.353378 eta: 5 days, 12:33:14 batch_cost: 2.1911 data_cost: 0.0010 ips: 12.7788 images/s [11/14 12:57:22] ppdet.engine INFO: Epoch: [32] [1200/3251] learning_rate: 0.152600 loss_vfl: 0.829165 loss_bbox: 0.303611 loss_dfl: 0.197668 loss: 1.319975 eta: 5 days, 12:32:30 batch_cost: 2.1347 data_cost: 0.0009 ips: 13.1168 images/s [11/14 12:58:08] ppdet.engine INFO: Epoch: [32] [1220/3251] learning_rate: 0.152584 loss_vfl: 0.825599 loss_bbox: 0.290606 loss_dfl: 0.182967 loss: 1.310791 eta: 5 days, 12:31:47 batch_cost: 2.1973 data_cost: 0.0015 ips: 12.7430 images/s [11/14 12:58:53] ppdet.engine INFO: Epoch: [32] [1240/3251] learning_rate: 0.152567 loss_vfl: 0.821059 loss_bbox: 0.297588 loss_dfl: 0.200233 loss: 1.319239 eta: 5 days, 12:31:00 batch_cost: 2.0740 data_cost: 0.0016 ips: 13.5006 images/s [11/14 12:59:38] ppdet.engine INFO: Epoch: [32] [1260/3251] learning_rate: 0.152551 loss_vfl: 0.832371 loss_bbox: 0.305745 loss_dfl: 0.196718 loss: 1.324107 eta: 5 days, 12:30:15 batch_cost: 2.1438 data_cost: 0.0009 ips: 13.0610 images/s [11/14 13:00:24] ppdet.engine INFO: Epoch: [32] [1280/3251] learning_rate: 0.152534 loss_vfl: 0.822849 loss_bbox: 0.308841 loss_dfl: 0.200522 loss: 1.340885 eta: 5 days, 12:29:30 batch_cost: 2.1342 data_cost: 0.0009 ips: 13.1198 images/s [11/14 13:01:11] ppdet.engine INFO: Epoch: [32] [1300/3251] learning_rate: 0.152518 loss_vfl: 0.820577 loss_bbox: 0.293987 loss_dfl: 0.184626 loss: 1.302803 eta: 5 days, 12:28:51 batch_cost: 2.2588 data_cost: 0.0010 ips: 12.3959 images/s [11/14 13:01:58] ppdet.engine INFO: Epoch: [32] [1320/3251] learning_rate: 0.152501 loss_vfl: 0.803577 loss_bbox: 0.293152 loss_dfl: 0.197301 loss: 1.323078 eta: 5 days, 12:28:08 batch_cost: 2.1786 data_cost: 0.0020 ips: 12.8524 images/s [11/14 13:02:44] ppdet.engine INFO: Epoch: [32] [1340/3251] learning_rate: 0.152485 loss_vfl: 0.802739 loss_bbox: 0.315623 loss_dfl: 0.205339 loss: 1.277049 eta: 5 days, 12:27:26 batch_cost: 2.2056 data_cost: 0.0010 ips: 12.6948 images/s [11/14 13:03:30] ppdet.engine INFO: Epoch: [32] [1360/3251] learning_rate: 0.152468 loss_vfl: 0.818641 loss_bbox: 0.259468 loss_dfl: 0.176727 loss: 1.257332 eta: 5 days, 12:26:42 batch_cost: 2.1698 data_cost: 0.0009 ips: 12.9047 images/s [11/14 13:04:15] ppdet.engine INFO: Epoch: [32] [1380/3251] learning_rate: 0.152452 loss_vfl: 0.809528 loss_bbox: 0.306080 loss_dfl: 0.186552 loss: 1.301955 eta: 5 days, 12:25:58 batch_cost: 2.1433 data_cost: 0.0010 ips: 13.0642 images/s [11/14 13:05:01] ppdet.engine INFO: Epoch: [32] [1400/3251] learning_rate: 0.152436 loss_vfl: 0.848326 loss_bbox: 0.273925 loss_dfl: 0.187410 loss: 1.313432 eta: 5 days, 12:25:11 batch_cost: 2.0995 data_cost: 0.0010 ips: 13.3368 images/s [11/14 13:05:46] ppdet.engine INFO: Epoch: [32] [1420/3251] learning_rate: 0.152419 loss_vfl: 0.850118 loss_bbox: 0.284090 loss_dfl: 0.179639 loss: 1.302518 eta: 5 days, 12:24:26 batch_cost: 2.1254 data_cost: 0.0010 ips: 13.1737 images/s [11/14 13:06:32] ppdet.engine INFO: Epoch: [32] [1440/3251] learning_rate: 0.152403 loss_vfl: 0.815655 loss_bbox: 0.294186 loss_dfl: 0.193927 loss: 1.306417 eta: 5 days, 12:23:40 batch_cost: 2.0913 data_cost: 0.0010 ips: 13.3887 images/s [11/14 13:07:19] ppdet.engine INFO: Epoch: [32] [1460/3251] learning_rate: 0.152386 loss_vfl: 0.832232 loss_bbox: 0.302887 loss_dfl: 0.203949 loss: 1.351915 eta: 5 days, 12:22:56 batch_cost: 2.1716 data_cost: 0.0009 ips: 12.8934 images/s [11/14 13:08:04] ppdet.engine INFO: Epoch: [32] [1480/3251] learning_rate: 0.152370 loss_vfl: 0.805022 loss_bbox: 0.316190 loss_dfl: 0.193014 loss: 1.328219 eta: 5 days, 12:22:12 batch_cost: 2.1597 data_cost: 0.0018 ips: 12.9649 images/s [11/14 13:08:51] ppdet.engine INFO: Epoch: [32] [1500/3251] learning_rate: 0.152353 loss_vfl: 0.839744 loss_bbox: 0.316095 loss_dfl: 0.190809 loss: 1.374977 eta: 5 days, 12:21:31 batch_cost: 2.2240 data_cost: 0.0009 ips: 12.5902 images/s [11/14 13:09:38] ppdet.engine INFO: Epoch: [32] [1520/3251] learning_rate: 0.152337 loss_vfl: 0.843042 loss_bbox: 0.251695 loss_dfl: 0.166519 loss: 1.245583 eta: 5 days, 12:20:51 batch_cost: 2.2520 data_cost: 0.0021 ips: 12.4333 images/s [11/14 13:10:24] ppdet.engine INFO: Epoch: [32] [1540/3251] learning_rate: 0.152320 loss_vfl: 0.844334 loss_bbox: 0.279813 loss_dfl: 0.182458 loss: 1.320077 eta: 5 days, 12:20:08 batch_cost: 2.1780 data_cost: 0.0010 ips: 12.8556 images/s [11/14 13:11:09] ppdet.engine INFO: Epoch: [32] [1560/3251] learning_rate: 0.152304 loss_vfl: 0.839504 loss_bbox: 0.286319 loss_dfl: 0.178278 loss: 1.320251 eta: 5 days, 12:19:23 batch_cost: 2.1359 data_cost: 0.0011 ips: 13.1094 images/s [11/14 13:11:56] ppdet.engine INFO: Epoch: [32] [1580/3251] learning_rate: 0.152287 loss_vfl: 0.811958 loss_bbox: 0.272489 loss_dfl: 0.189076 loss: 1.284618 eta: 5 days, 12:18:43 batch_cost: 2.2402 data_cost: 0.0010 ips: 12.4987 images/s [11/14 13:12:43] ppdet.engine INFO: Epoch: [32] [1600/3251] learning_rate: 0.152271 loss_vfl: 0.830533 loss_bbox: 0.304120 loss_dfl: 0.189880 loss: 1.339453 eta: 5 days, 12:18:00 batch_cost: 2.1733 data_cost: 0.0010 ips: 12.8836 images/s [11/14 13:13:30] ppdet.engine INFO: Epoch: [32] [1620/3251] learning_rate: 0.152254 loss_vfl: 0.844754 loss_bbox: 0.307088 loss_dfl: 0.199915 loss: 1.323381 eta: 5 days, 12:17:20 batch_cost: 2.2641 data_cost: 0.0009 ips: 12.3672 images/s [11/14 13:14:18] ppdet.engine INFO: Epoch: [32] [1640/3251] learning_rate: 0.152238 loss_vfl: 0.831479 loss_bbox: 0.306842 loss_dfl: 0.203045 loss: 1.337787 eta: 5 days, 12:16:40 batch_cost: 2.2432 data_cost: 0.0014 ips: 12.4822 images/s [11/14 13:15:03] ppdet.engine INFO: Epoch: [32] [1660/3251] learning_rate: 0.152221 loss_vfl: 0.842096 loss_bbox: 0.296949 loss_dfl: 0.195099 loss: 1.321040 eta: 5 days, 12:15:53 batch_cost: 2.0863 data_cost: 0.0012 ips: 13.4211 images/s [11/14 13:15:50] ppdet.engine INFO: Epoch: [32] [1680/3251] learning_rate: 0.152205 loss_vfl: 0.806967 loss_bbox: 0.321285 loss_dfl: 0.204402 loss: 1.333936 eta: 5 days, 12:15:10 batch_cost: 2.1791 data_cost: 0.0009 ips: 12.8496 images/s [11/14 13:16:37] ppdet.engine INFO: Epoch: [32] [1700/3251] learning_rate: 0.152188 loss_vfl: 0.823704 loss_bbox: 0.276024 loss_dfl: 0.182522 loss: 1.299757 eta: 5 days, 12:14:28 batch_cost: 2.2205 data_cost: 0.0009 ips: 12.6099 images/s [11/14 13:17:22] ppdet.engine INFO: Epoch: [32] [1720/3251] learning_rate: 0.152172 loss_vfl: 0.837125 loss_bbox: 0.320357 loss_dfl: 0.198529 loss: 1.345484 eta: 5 days, 12:13:42 batch_cost: 2.0979 data_cost: 0.0022 ips: 13.3466 images/s [11/14 13:18:09] ppdet.engine INFO: Epoch: [32] [1740/3251] learning_rate: 0.152155 loss_vfl: 0.824086 loss_bbox: 0.280804 loss_dfl: 0.179395 loss: 1.286281 eta: 5 days, 12:13:03 batch_cost: 2.2718 data_cost: 0.0014 ips: 12.3252 images/s [11/14 13:18:54] ppdet.engine INFO: Epoch: [32] [1760/3251] learning_rate: 0.152139 loss_vfl: 0.850503 loss_bbox: 0.258799 loss_dfl: 0.167419 loss: 1.284711 eta: 5 days, 12:12:16 batch_cost: 2.0940 data_cost: 0.0009 ips: 13.3718 images/s [11/14 13:19:41] ppdet.engine INFO: Epoch: [32] [1780/3251] learning_rate: 0.152122 loss_vfl: 0.818692 loss_bbox: 0.294795 loss_dfl: 0.182862 loss: 1.280228 eta: 5 days, 12:11:34 batch_cost: 2.1927 data_cost: 0.0010 ips: 12.7695 images/s [11/14 13:20:27] ppdet.engine INFO: Epoch: [32] [1800/3251] learning_rate: 0.152106 loss_vfl: 0.802632 loss_bbox: 0.288012 loss_dfl: 0.190600 loss: 1.300584 eta: 5 days, 12:10:50 batch_cost: 2.1636 data_cost: 0.0011 ips: 12.9414 images/s [11/14 13:21:14] ppdet.engine INFO: Epoch: [32] [1820/3251] learning_rate: 0.152090 loss_vfl: 0.841490 loss_bbox: 0.286806 loss_dfl: 0.191422 loss: 1.341591 eta: 5 days, 12:10:06 batch_cost: 2.1444 data_cost: 0.0009 ips: 13.0571 images/s [11/14 13:21:59] ppdet.engine INFO: Epoch: [32] [1840/3251] learning_rate: 0.152073 loss_vfl: 0.831365 loss_bbox: 0.304093 loss_dfl: 0.194148 loss: 1.345307 eta: 5 days, 12:09:22 batch_cost: 2.1683 data_cost: 0.0009 ips: 12.9131 images/s [11/14 13:22:44] ppdet.engine INFO: Epoch: [32] [1860/3251] learning_rate: 0.152057 loss_vfl: 0.836985 loss_bbox: 0.323614 loss_dfl: 0.207295 loss: 1.382337 eta: 5 days, 12:08:33 batch_cost: 2.0311 data_cost: 0.0010 ips: 13.7860 images/s [11/14 13:23:29] ppdet.engine INFO: Epoch: [32] [1880/3251] learning_rate: 0.152040 loss_vfl: 0.843358 loss_bbox: 0.283671 loss_dfl: 0.180397 loss: 1.321311 eta: 5 days, 12:07:45 batch_cost: 2.0469 data_cost: 0.0010 ips: 13.6790 images/s [11/14 13:24:13] ppdet.engine INFO: Epoch: [32] [1900/3251] learning_rate: 0.152023 loss_vfl: 0.826715 loss_bbox: 0.304191 loss_dfl: 0.201166 loss: 1.355445 eta: 5 days, 12:06:58 batch_cost: 2.0949 data_cost: 0.0009 ips: 13.3660 images/s [11/14 13:25:00] ppdet.engine INFO: Epoch: [32] [1920/3251] learning_rate: 0.152007 loss_vfl: 0.846390 loss_bbox: 0.287308 loss_dfl: 0.175974 loss: 1.328252 eta: 5 days, 12:06:18 batch_cost: 2.2576 data_cost: 0.0010 ips: 12.4025 images/s [11/14 13:25:45] ppdet.engine INFO: Epoch: [32] [1940/3251] learning_rate: 0.151990 loss_vfl: 0.843907 loss_bbox: 0.299744 loss_dfl: 0.188202 loss: 1.328855 eta: 5 days, 12:05:34 batch_cost: 2.1504 data_cost: 0.0012 ips: 13.0209 images/s [11/14 13:26:32] ppdet.engine INFO: Epoch: [32] [1960/3251] learning_rate: 0.151974 loss_vfl: 0.836754 loss_bbox: 0.258585 loss_dfl: 0.175813 loss: 1.298322 eta: 5 days, 12:04:52 batch_cost: 2.2137 data_cost: 0.0009 ips: 12.6484 images/s [11/14 13:27:16] ppdet.engine INFO: Epoch: [32] [1980/3251] learning_rate: 0.151957 loss_vfl: 0.835800 loss_bbox: 0.275938 loss_dfl: 0.177004 loss: 1.308718 eta: 5 days, 12:04:04 batch_cost: 2.0535 data_cost: 0.0015 ips: 13.6350 images/s [11/14 13:28:01] ppdet.engine INFO: Epoch: [32] [2000/3251] learning_rate: 0.151941 loss_vfl: 0.814897 loss_bbox: 0.317150 loss_dfl: 0.198497 loss: 1.343961 eta: 5 days, 12:03:19 batch_cost: 2.1218 data_cost: 0.0010 ips: 13.1964 images/s [11/14 13:28:47] ppdet.engine INFO: Epoch: [32] [2020/3251] learning_rate: 0.151924 loss_vfl: 0.831643 loss_bbox: 0.305173 loss_dfl: 0.193213 loss: 1.338572 eta: 5 days, 12:02:36 batch_cost: 2.1969 data_cost: 0.0010 ips: 12.7454 images/s [11/14 13:29:34] ppdet.engine INFO: Epoch: [32] [2040/3251] learning_rate: 0.151908 loss_vfl: 0.830280 loss_bbox: 0.308976 loss_dfl: 0.206714 loss: 1.343586 eta: 5 days, 12:01:56 batch_cost: 2.2470 data_cost: 0.0009 ips: 12.4612 images/s [11/14 13:30:22] ppdet.engine INFO: Epoch: [32] [2060/3251] learning_rate: 0.151891 loss_vfl: 0.836695 loss_bbox: 0.273548 loss_dfl: 0.181857 loss: 1.304291 eta: 5 days, 12:01:14 batch_cost: 2.2065 data_cost: 0.0009 ips: 12.6895 images/s [11/14 13:31:09] ppdet.engine INFO: Epoch: [32] [2080/3251] learning_rate: 0.151875 loss_vfl: 0.846989 loss_bbox: 0.273061 loss_dfl: 0.186183 loss: 1.307935 eta: 5 days, 12:00:31 batch_cost: 2.1713 data_cost: 0.0026 ips: 12.8952 images/s [11/14 13:31:53] ppdet.engine INFO: Epoch: [32] [2100/3251] learning_rate: 0.151858 loss_vfl: 0.827143 loss_bbox: 0.286899 loss_dfl: 0.187148 loss: 1.296151 eta: 5 days, 11:59:41 batch_cost: 2.0193 data_cost: 0.0010 ips: 13.8665 images/s [11/14 13:32:39] ppdet.engine INFO: Epoch: [32] [2120/3251] learning_rate: 0.151842 loss_vfl: 0.841640 loss_bbox: 0.241981 loss_dfl: 0.158550 loss: 1.255187 eta: 5 days, 11:59:00 batch_cost: 2.2268 data_cost: 0.0010 ips: 12.5738 images/s [11/14 13:33:24] ppdet.engine INFO: Epoch: [32] [2140/3251] learning_rate: 0.151825 loss_vfl: 0.841760 loss_bbox: 0.314018 loss_dfl: 0.203157 loss: 1.370557 eta: 5 days, 11:58:14 batch_cost: 2.1092 data_cost: 0.0011 ips: 13.2749 images/s [11/14 13:34:12] ppdet.engine INFO: Epoch: [32] [2160/3251] learning_rate: 0.151809 loss_vfl: 0.812790 loss_bbox: 0.313068 loss_dfl: 0.211009 loss: 1.343786 eta: 5 days, 11:57:36 batch_cost: 2.2852 data_cost: 0.0010 ips: 12.2528 images/s [11/14 13:34:58] ppdet.engine INFO: Epoch: [32] [2180/3251] learning_rate: 0.151792 loss_vfl: 0.845029 loss_bbox: 0.301779 loss_dfl: 0.195092 loss: 1.348071 eta: 5 days, 11:56:53 batch_cost: 2.1826 data_cost: 0.0010 ips: 12.8290 images/s [11/14 13:35:46] ppdet.engine INFO: Epoch: [32] [2200/3251] learning_rate: 0.151776 loss_vfl: 0.825477 loss_bbox: 0.254987 loss_dfl: 0.165974 loss: 1.269886 eta: 5 days, 11:56:14 batch_cost: 2.2879 data_cost: 0.0009 ips: 12.2382 images/s [11/14 13:36:33] ppdet.engine INFO: Epoch: [32] [2220/3251] learning_rate: 0.151759 loss_vfl: 0.824483 loss_bbox: 0.265565 loss_dfl: 0.173688 loss: 1.305939 eta: 5 days, 11:55:31 batch_cost: 2.1728 data_cost: 0.0010 ips: 12.8866 images/s [11/14 13:37:20] ppdet.engine INFO: Epoch: [32] [2240/3251] learning_rate: 0.151743 loss_vfl: 0.836557 loss_bbox: 0.253915 loss_dfl: 0.176910 loss: 1.264752 eta: 5 days, 11:54:48 batch_cost: 2.1770 data_cost: 0.0010 ips: 12.8617 images/s [11/14 13:38:10] ppdet.engine INFO: Epoch: [32] [2260/3251] learning_rate: 0.151726 loss_vfl: 0.838874 loss_bbox: 0.308456 loss_dfl: 0.193187 loss: 1.341992 eta: 5 days, 11:54:09 batch_cost: 2.2913 data_cost: 0.0009 ips: 12.2201 images/s [11/14 13:38:56] ppdet.engine INFO: Epoch: [32] [2280/3251] learning_rate: 0.151710 loss_vfl: 0.831709 loss_bbox: 0.284143 loss_dfl: 0.187289 loss: 1.289243 eta: 5 days, 11:53:26 batch_cost: 2.1743 data_cost: 0.0009 ips: 12.8778 images/s [11/14 13:39:42] ppdet.engine INFO: Epoch: [32] [2300/3251] learning_rate: 0.151693 loss_vfl: 0.825935 loss_bbox: 0.258997 loss_dfl: 0.171651 loss: 1.271320 eta: 5 days, 11:52:45 batch_cost: 2.2179 data_cost: 0.0009 ips: 12.6243 images/s [11/14 13:40:28] ppdet.engine INFO: Epoch: [32] [2320/3251] learning_rate: 0.151676 loss_vfl: 0.819884 loss_bbox: 0.312050 loss_dfl: 0.197932 loss: 1.351788 eta: 5 days, 11:52:02 batch_cost: 2.1846 data_cost: 0.0019 ips: 12.8168 images/s [11/14 13:41:12] ppdet.engine INFO: Epoch: [32] [2340/3251] learning_rate: 0.151660 loss_vfl: 0.840892 loss_bbox: 0.303353 loss_dfl: 0.187879 loss: 1.324281 eta: 5 days, 11:51:16 batch_cost: 2.1017 data_cost: 0.0009 ips: 13.3229 images/s [11/14 13:41:58] ppdet.engine INFO: Epoch: [32] [2360/3251] learning_rate: 0.151643 loss_vfl: 0.826386 loss_bbox: 0.290266 loss_dfl: 0.181084 loss: 1.272651 eta: 5 days, 11:50:34 batch_cost: 2.1976 data_cost: 0.0011 ips: 12.7411 images/s [11/14 13:42:43] ppdet.engine INFO: Epoch: [32] [2380/3251] learning_rate: 0.151627 loss_vfl: 0.831472 loss_bbox: 0.290026 loss_dfl: 0.182776 loss: 1.314550 eta: 5 days, 11:49:49 batch_cost: 2.1477 data_cost: 0.0009 ips: 13.0374 images/s [11/14 13:43:30] ppdet.engine INFO: Epoch: [32] [2400/3251] learning_rate: 0.151610 loss_vfl: 0.820109 loss_bbox: 0.297883 loss_dfl: 0.184585 loss: 1.338531 eta: 5 days, 11:49:08 batch_cost: 2.2223 data_cost: 0.0010 ips: 12.5994 images/s [11/14 13:44:15] ppdet.engine INFO: Epoch: [32] [2420/3251] learning_rate: 0.151594 loss_vfl: 0.857692 loss_bbox: 0.268767 loss_dfl: 0.177480 loss: 1.308668 eta: 5 days, 11:48:22 batch_cost: 2.1131 data_cost: 0.0010 ips: 13.2507 images/s [11/14 13:45:01] ppdet.engine INFO: Epoch: [32] [2440/3251] learning_rate: 0.151577 loss_vfl: 0.825219 loss_bbox: 0.314124 loss_dfl: 0.195799 loss: 1.346248 eta: 5 days, 11:47:41 batch_cost: 2.2316 data_cost: 0.0010 ips: 12.5470 images/s [11/14 13:45:48] ppdet.engine INFO: Epoch: [32] [2460/3251] learning_rate: 0.151561 loss_vfl: 0.833078 loss_bbox: 0.297952 loss_dfl: 0.184176 loss: 1.340117 eta: 5 days, 11:47:00 batch_cost: 2.2099 data_cost: 0.0010 ips: 12.6702 images/s [11/14 13:46:33] ppdet.engine INFO: Epoch: [32] [2480/3251] learning_rate: 0.151544 loss_vfl: 0.823045 loss_bbox: 0.287658 loss_dfl: 0.190181 loss: 1.309425 eta: 5 days, 11:46:16 batch_cost: 2.1580 data_cost: 0.0013 ips: 12.9748 images/s [11/14 13:47:19] ppdet.engine INFO: Epoch: [32] [2500/3251] learning_rate: 0.151527 loss_vfl: 0.810713 loss_bbox: 0.271063 loss_dfl: 0.183578 loss: 1.256359 eta: 5 days, 11:45:32 batch_cost: 2.1553 data_cost: 0.0009 ips: 12.9910 images/s [11/14 13:48:07] ppdet.engine INFO: Epoch: [32] [2520/3251] learning_rate: 0.151511 loss_vfl: 0.859573 loss_bbox: 0.330420 loss_dfl: 0.203405 loss: 1.373245 eta: 5 days, 11:44:52 batch_cost: 2.2592 data_cost: 0.0016 ips: 12.3938 images/s [11/14 13:48:53] ppdet.engine INFO: Epoch: [32] [2540/3251] learning_rate: 0.151494 loss_vfl: 0.817611 loss_bbox: 0.269473 loss_dfl: 0.174943 loss: 1.276457 eta: 5 days, 11:44:07 batch_cost: 2.1404 data_cost: 0.0009 ips: 13.0816 images/s [11/14 13:49:40] ppdet.engine INFO: Epoch: [32] [2560/3251] learning_rate: 0.151478 loss_vfl: 0.846213 loss_bbox: 0.260661 loss_dfl: 0.170119 loss: 1.307141 eta: 5 days, 11:43:27 batch_cost: 2.2427 data_cost: 0.0009 ips: 12.4848 images/s [11/14 13:50:28] ppdet.engine INFO: Epoch: [32] [2580/3251] learning_rate: 0.151461 loss_vfl: 0.840949 loss_bbox: 0.293875 loss_dfl: 0.199913 loss: 1.337135 eta: 5 days, 11:42:47 batch_cost: 2.2503 data_cost: 0.0009 ips: 12.4429 images/s [11/14 13:51:15] ppdet.engine INFO: Epoch: [32] [2600/3251] learning_rate: 0.151445 loss_vfl: 0.827738 loss_bbox: 0.282293 loss_dfl: 0.176750 loss: 1.314326 eta: 5 days, 11:42:04 batch_cost: 2.1900 data_cost: 0.0010 ips: 12.7853 images/s [11/14 13:52:00] ppdet.engine INFO: Epoch: [32] [2620/3251] learning_rate: 0.151428 loss_vfl: 0.833275 loss_bbox: 0.312833 loss_dfl: 0.201847 loss: 1.348550 eta: 5 days, 11:41:19 batch_cost: 2.1268 data_cost: 0.0009 ips: 13.1655 images/s [11/14 13:52:47] ppdet.engine INFO: Epoch: [32] [2640/3251] learning_rate: 0.151411 loss_vfl: 0.816266 loss_bbox: 0.301976 loss_dfl: 0.190774 loss: 1.310626 eta: 5 days, 11:40:37 batch_cost: 2.1961 data_cost: 0.0010 ips: 12.7497 images/s [11/14 13:53:34] ppdet.engine INFO: Epoch: [32] [2660/3251] learning_rate: 0.151395 loss_vfl: 0.811611 loss_bbox: 0.269200 loss_dfl: 0.187872 loss: 1.286822 eta: 5 days, 11:39:56 batch_cost: 2.2286 data_cost: 0.0010 ips: 12.5639 images/s [11/14 13:54:20] ppdet.engine INFO: Epoch: [32] [2680/3251] learning_rate: 0.151378 loss_vfl: 0.858577 loss_bbox: 0.299216 loss_dfl: 0.179305 loss: 1.325737 eta: 5 days, 11:39:12 batch_cost: 2.1666 data_cost: 0.0009 ips: 12.9236 images/s [11/14 13:55:07] ppdet.engine INFO: Epoch: [32] [2700/3251] learning_rate: 0.151362 loss_vfl: 0.833450 loss_bbox: 0.294711 loss_dfl: 0.182337 loss: 1.317960 eta: 5 days, 11:38:29 batch_cost: 2.1881 data_cost: 0.0010 ips: 12.7965 images/s [11/14 13:55:52] ppdet.engine INFO: Epoch: [32] [2720/3251] learning_rate: 0.151345 loss_vfl: 0.842919 loss_bbox: 0.308240 loss_dfl: 0.201317 loss: 1.341731 eta: 5 days, 11:37:44 batch_cost: 2.1285 data_cost: 0.0010 ips: 13.1548 images/s [11/14 13:56:39] ppdet.engine INFO: Epoch: [32] [2740/3251] learning_rate: 0.151329 loss_vfl: 0.833619 loss_bbox: 0.275521 loss_dfl: 0.193345 loss: 1.314224 eta: 5 days, 11:37:02 batch_cost: 2.2108 data_cost: 0.0015 ips: 12.6650 images/s [11/14 13:57:26] ppdet.engine INFO: Epoch: [32] [2760/3251] learning_rate: 0.151312 loss_vfl: 0.834178 loss_bbox: 0.273068 loss_dfl: 0.186603 loss: 1.314164 eta: 5 days, 11:36:22 batch_cost: 2.2328 data_cost: 0.0015 ips: 12.5401 images/s [11/14 13:58:14] ppdet.engine INFO: Epoch: [32] [2780/3251] learning_rate: 0.151295 loss_vfl: 0.843764 loss_bbox: 0.290182 loss_dfl: 0.190983 loss: 1.338179 eta: 5 days, 11:35:42 batch_cost: 2.2723 data_cost: 0.0010 ips: 12.3222 images/s [11/14 13:59:00] ppdet.engine INFO: Epoch: [32] [2800/3251] learning_rate: 0.151279 loss_vfl: 0.829947 loss_bbox: 0.269580 loss_dfl: 0.181999 loss: 1.339501 eta: 5 days, 11:35:01 batch_cost: 2.2097 data_cost: 0.0011 ips: 12.6715 images/s [11/14 13:59:49] ppdet.engine INFO: Epoch: [32] [2820/3251] learning_rate: 0.151262 loss_vfl: 0.837549 loss_bbox: 0.294497 loss_dfl: 0.184465 loss: 1.326714 eta: 5 days, 11:34:23 batch_cost: 2.3234 data_cost: 0.0012 ips: 12.0511 images/s [11/14 14:00:34] ppdet.engine INFO: Epoch: [32] [2840/3251] learning_rate: 0.151246 loss_vfl: 0.846122 loss_bbox: 0.296160 loss_dfl: 0.190403 loss: 1.335560 eta: 5 days, 11:33:37 batch_cost: 2.1047 data_cost: 0.0010 ips: 13.3038 images/s [11/14 14:01:22] ppdet.engine INFO: Epoch: [32] [2860/3251] learning_rate: 0.151229 loss_vfl: 0.829820 loss_bbox: 0.275001 loss_dfl: 0.180800 loss: 1.301444 eta: 5 days, 11:32:58 batch_cost: 2.2675 data_cost: 0.0009 ips: 12.3484 images/s [11/14 14:02:05] ppdet.engine INFO: Epoch: [32] [2880/3251] learning_rate: 0.151212 loss_vfl: 0.850583 loss_bbox: 0.289211 loss_dfl: 0.186929 loss: 1.307671 eta: 5 days, 11:32:09 batch_cost: 2.0261 data_cost: 0.0009 ips: 13.8194 images/s [11/14 14:02:51] ppdet.engine INFO: Epoch: [32] [2900/3251] learning_rate: 0.151196 loss_vfl: 0.847432 loss_bbox: 0.309752 loss_dfl: 0.213211 loss: 1.375401 eta: 5 days, 11:31:27 batch_cost: 2.2069 data_cost: 0.0011 ips: 12.6873 images/s [11/14 14:03:36] ppdet.engine INFO: Epoch: [32] [2920/3251] learning_rate: 0.151179 loss_vfl: 0.825298 loss_bbox: 0.262548 loss_dfl: 0.181182 loss: 1.281037 eta: 5 days, 11:30:43 batch_cost: 2.1593 data_cost: 0.0009 ips: 12.9669 images/s [11/14 14:04:21] ppdet.engine INFO: Epoch: [32] [2940/3251] learning_rate: 0.151163 loss_vfl: 0.822410 loss_bbox: 0.262556 loss_dfl: 0.182528 loss: 1.267005 eta: 5 days, 11:29:56 batch_cost: 2.0935 data_cost: 0.0011 ips: 13.3750 images/s [11/14 14:05:07] ppdet.engine INFO: Epoch: [32] [2960/3251] learning_rate: 0.151146 loss_vfl: 0.825872 loss_bbox: 0.286290 loss_dfl: 0.192733 loss: 1.304822 eta: 5 days, 11:29:14 batch_cost: 2.1968 data_cost: 0.0009 ips: 12.7457 images/s [11/14 14:05:54] ppdet.engine INFO: Epoch: [32] [2980/3251] learning_rate: 0.151129 loss_vfl: 0.831177 loss_bbox: 0.272579 loss_dfl: 0.178887 loss: 1.302605 eta: 5 days, 11:28:31 batch_cost: 2.1808 data_cost: 0.0010 ips: 12.8393 images/s [11/14 14:06:38] ppdet.engine INFO: Epoch: [32] [3000/3251] learning_rate: 0.151113 loss_vfl: 0.826961 loss_bbox: 0.288575 loss_dfl: 0.194568 loss: 1.314281 eta: 5 days, 11:27:43 batch_cost: 2.0523 data_cost: 0.0009 ips: 13.6431 images/s [11/14 14:07:26] ppdet.engine INFO: Epoch: [32] [3020/3251] learning_rate: 0.151096 loss_vfl: 0.824022 loss_bbox: 0.295085 loss_dfl: 0.199341 loss: 1.330199 eta: 5 days, 11:27:03 batch_cost: 2.2669 data_cost: 0.0013 ips: 12.3515 images/s [11/14 14:08:12] ppdet.engine INFO: Epoch: [32] [3040/3251] learning_rate: 0.151080 loss_vfl: 0.840240 loss_bbox: 0.263356 loss_dfl: 0.171299 loss: 1.287748 eta: 5 days, 11:26:17 batch_cost: 2.1030 data_cost: 0.0011 ips: 13.3145 images/s [11/14 14:08:58] ppdet.engine INFO: Epoch: [32] [3060/3251] learning_rate: 0.151063 loss_vfl: 0.824438 loss_bbox: 0.288280 loss_dfl: 0.189787 loss: 1.300877 eta: 5 days, 11:25:34 batch_cost: 2.1716 data_cost: 0.0010 ips: 12.8937 images/s [11/14 14:09:44] ppdet.engine INFO: Epoch: [32] [3080/3251] learning_rate: 0.151046 loss_vfl: 0.816582 loss_bbox: 0.263487 loss_dfl: 0.174458 loss: 1.281415 eta: 5 days, 11:24:50 batch_cost: 2.1628 data_cost: 0.0010 ips: 12.9462 images/s [11/14 14:10:31] ppdet.engine INFO: Epoch: [32] [3100/3251] learning_rate: 0.151030 loss_vfl: 0.839698 loss_bbox: 0.300965 loss_dfl: 0.193673 loss: 1.345348 eta: 5 days, 11:24:08 batch_cost: 2.2118 data_cost: 0.0009 ips: 12.6591 images/s [11/14 14:11:19] ppdet.engine INFO: Epoch: [32] [3120/3251] learning_rate: 0.151013 loss_vfl: 0.829598 loss_bbox: 0.271555 loss_dfl: 0.175899 loss: 1.243313 eta: 5 days, 11:23:30 batch_cost: 2.3008 data_cost: 0.0009 ips: 12.1699 images/s [11/14 14:12:04] ppdet.engine INFO: Epoch: [32] [3140/3251] learning_rate: 0.150996 loss_vfl: 0.843715 loss_bbox: 0.296190 loss_dfl: 0.184812 loss: 1.310320 eta: 5 days, 11:22:44 batch_cost: 2.0902 data_cost: 0.0011 ips: 13.3960 images/s [11/14 14:12:52] ppdet.engine INFO: Epoch: [32] [3160/3251] learning_rate: 0.150980 loss_vfl: 0.828748 loss_bbox: 0.287084 loss_dfl: 0.183550 loss: 1.298042 eta: 5 days, 11:22:05 batch_cost: 2.2782 data_cost: 0.0010 ips: 12.2903 images/s [11/14 14:13:37] ppdet.engine INFO: Epoch: [32] [3180/3251] learning_rate: 0.150963 loss_vfl: 0.821899 loss_bbox: 0.261742 loss_dfl: 0.178163 loss: 1.280978 eta: 5 days, 11:21:20 batch_cost: 2.1377 data_cost: 0.0010 ips: 13.0980 images/s [11/14 14:14:25] ppdet.engine INFO: Epoch: [32] [3200/3251] learning_rate: 0.150947 loss_vfl: 0.827537 loss_bbox: 0.294788 loss_dfl: 0.195705 loss: 1.308580 eta: 5 days, 11:20:41 batch_cost: 2.2818 data_cost: 0.0014 ips: 12.2710 images/s [11/14 14:15:12] ppdet.engine INFO: Epoch: [32] [3220/3251] learning_rate: 0.150930 loss_vfl: 0.808000 loss_bbox: 0.273677 loss_dfl: 0.179916 loss: 1.280260 eta: 5 days, 11:20:01 batch_cost: 2.2525 data_cost: 0.0009 ips: 12.4304 images/s [11/14 14:15:58] ppdet.engine INFO: Epoch: [32] [3240/3251] learning_rate: 0.150913 loss_vfl: 0.823229 loss_bbox: 0.291449 loss_dfl: 0.197455 loss: 1.300085 eta: 5 days, 11:19:19 batch_cost: 2.2044 data_cost: 0.0014 ips: 12.7017 images/s [11/14 14:16:39] ppdet.engine INFO: Epoch: [33] [ 0/3251] learning_rate: 0.150904 loss_vfl: 0.811050 loss_bbox: 0.285515 loss_dfl: 0.185138 loss: 1.273469 eta: 5 days, 11:19:11 batch_cost: 2.5282 data_cost: 0.8707 ips: 11.0753 images/s [11/14 14:17:29] ppdet.engine INFO: Epoch: [33] [ 20/3251] learning_rate: 0.150888 loss_vfl: 0.838530 loss_bbox: 0.277909 loss_dfl: 0.185677 loss: 1.292581 eta: 5 days, 11:18:37 batch_cost: 2.3884 data_cost: 0.0012 ips: 11.7233 images/s [11/14 14:18:15] ppdet.engine INFO: Epoch: [33] [ 40/3251] learning_rate: 0.150871 loss_vfl: 0.821420 loss_bbox: 0.306344 loss_dfl: 0.199660 loss: 1.343346 eta: 5 days, 11:17:53 batch_cost: 2.1590 data_cost: 0.0009 ips: 12.9688 images/s [11/14 14:19:02] ppdet.engine INFO: Epoch: [33] [ 60/3251] learning_rate: 0.150854 loss_vfl: 0.820148 loss_bbox: 0.277318 loss_dfl: 0.184449 loss: 1.352624 eta: 5 days, 11:17:12 batch_cost: 2.2487 data_cost: 0.0011 ips: 12.4519 images/s [11/14 14:19:47] ppdet.engine INFO: Epoch: [33] [ 80/3251] learning_rate: 0.150838 loss_vfl: 0.798256 loss_bbox: 0.307441 loss_dfl: 0.195583 loss: 1.309216 eta: 5 days, 11:16:25 batch_cost: 2.0748 data_cost: 0.0009 ips: 13.4950 images/s [11/14 14:20:34] ppdet.engine INFO: Epoch: [33] [ 100/3251] learning_rate: 0.150821 loss_vfl: 0.814778 loss_bbox: 0.333552 loss_dfl: 0.206678 loss: 1.374978 eta: 5 days, 11:15:45 batch_cost: 2.2463 data_cost: 0.0010 ips: 12.4648 images/s [11/14 14:21:20] ppdet.engine INFO: Epoch: [33] [ 120/3251] learning_rate: 0.150804 loss_vfl: 0.820328 loss_bbox: 0.307302 loss_dfl: 0.188705 loss: 1.327933 eta: 5 days, 11:15:01 batch_cost: 2.1673 data_cost: 0.0010 ips: 12.9190 images/s [11/14 14:22:05] ppdet.engine INFO: Epoch: [33] [ 140/3251] learning_rate: 0.150788 loss_vfl: 0.797171 loss_bbox: 0.265619 loss_dfl: 0.173261 loss: 1.247747 eta: 5 days, 11:14:14 batch_cost: 2.0690 data_cost: 0.0184 ips: 13.5331 images/s [11/14 14:22:50] ppdet.engine INFO: Epoch: [33] [ 160/3251] learning_rate: 0.150771 loss_vfl: 0.846153 loss_bbox: 0.280057 loss_dfl: 0.195654 loss: 1.312279 eta: 5 days, 11:13:29 batch_cost: 2.1343 data_cost: 0.0009 ips: 13.1193 images/s [11/14 14:23:37] ppdet.engine INFO: Epoch: [33] [ 180/3251] learning_rate: 0.150754 loss_vfl: 0.826168 loss_bbox: 0.306067 loss_dfl: 0.205161 loss: 1.350669 eta: 5 days, 11:12:48 batch_cost: 2.2266 data_cost: 0.0016 ips: 12.5752 images/s [11/14 14:24:23] ppdet.engine INFO: Epoch: [33] [ 200/3251] learning_rate: 0.150738 loss_vfl: 0.821132 loss_bbox: 0.302143 loss_dfl: 0.196613 loss: 1.312685 eta: 5 days, 11:12:06 batch_cost: 2.2044 data_cost: 0.0011 ips: 12.7017 images/s [11/14 14:25:08] ppdet.engine INFO: Epoch: [33] [ 220/3251] learning_rate: 0.150721 loss_vfl: 0.840976 loss_bbox: 0.283334 loss_dfl: 0.200080 loss: 1.339869 eta: 5 days, 11:11:20 batch_cost: 2.1122 data_cost: 0.0010 ips: 13.2561 images/s [11/14 14:25:55] ppdet.engine INFO: Epoch: [33] [ 240/3251] learning_rate: 0.150704 loss_vfl: 0.830086 loss_bbox: 0.336374 loss_dfl: 0.212356 loss: 1.363196 eta: 5 days, 11:10:37 batch_cost: 2.1810 data_cost: 0.0009 ips: 12.8380 images/s [11/14 14:26:43] ppdet.engine INFO: Epoch: [33] [ 260/3251] learning_rate: 0.150688 loss_vfl: 0.829882 loss_bbox: 0.294548 loss_dfl: 0.181241 loss: 1.282613 eta: 5 days, 11:09:56 batch_cost: 2.2342 data_cost: 0.0009 ips: 12.5326 images/s [11/14 14:27:29] ppdet.engine INFO: Epoch: [33] [ 280/3251] learning_rate: 0.150671 loss_vfl: 0.824902 loss_bbox: 0.298387 loss_dfl: 0.196416 loss: 1.299269 eta: 5 days, 11:09:13 batch_cost: 2.1787 data_cost: 0.0010 ips: 12.8518 images/s [11/14 14:28:15] ppdet.engine INFO: Epoch: [33] [ 300/3251] learning_rate: 0.150654 loss_vfl: 0.811002 loss_bbox: 0.274811 loss_dfl: 0.173876 loss: 1.240122 eta: 5 days, 11:08:31 batch_cost: 2.2157 data_cost: 0.0009 ips: 12.6371 images/s [11/14 14:29:03] ppdet.engine INFO: Epoch: [33] [ 320/3251] learning_rate: 0.150638 loss_vfl: 0.821520 loss_bbox: 0.265128 loss_dfl: 0.176251 loss: 1.261552 eta: 5 days, 11:07:51 batch_cost: 2.2356 data_cost: 0.0012 ips: 12.5244 images/s [11/14 14:29:47] ppdet.engine INFO: Epoch: [33] [ 340/3251] learning_rate: 0.150621 loss_vfl: 0.824155 loss_bbox: 0.272111 loss_dfl: 0.177346 loss: 1.301920 eta: 5 days, 11:07:06 batch_cost: 2.1439 data_cost: 0.0009 ips: 13.0601 images/s [11/14 14:30:37] ppdet.engine INFO: Epoch: [33] [ 360/3251] learning_rate: 0.150604 loss_vfl: 0.825248 loss_bbox: 0.278195 loss_dfl: 0.183109 loss: 1.291939 eta: 5 days, 11:06:30 batch_cost: 2.3527 data_cost: 0.0009 ips: 11.9012 images/s [11/14 14:31:22] ppdet.engine INFO: Epoch: [33] [ 380/3251] learning_rate: 0.150588 loss_vfl: 0.831104 loss_bbox: 0.314307 loss_dfl: 0.195668 loss: 1.346961 eta: 5 days, 11:05:45 batch_cost: 2.1323 data_cost: 0.0010 ips: 13.1312 images/s [11/14 14:32:07] ppdet.engine INFO: Epoch: [33] [ 400/3251] learning_rate: 0.150571 loss_vfl: 0.845157 loss_bbox: 0.280113 loss_dfl: 0.172774 loss: 1.284144 eta: 5 days, 11:05:00 batch_cost: 2.1196 data_cost: 0.0010 ips: 13.2102 images/s [11/14 14:32:54] ppdet.engine INFO: Epoch: [33] [ 420/3251] learning_rate: 0.150554 loss_vfl: 0.808664 loss_bbox: 0.313858 loss_dfl: 0.188178 loss: 1.335245 eta: 5 days, 11:04:18 batch_cost: 2.2163 data_cost: 0.0009 ips: 12.6337 images/s [11/14 14:33:41] ppdet.engine INFO: Epoch: [33] [ 440/3251] learning_rate: 0.150538 loss_vfl: 0.820946 loss_bbox: 0.281203 loss_dfl: 0.196253 loss: 1.309147 eta: 5 days, 11:03:38 batch_cost: 2.2511 data_cost: 0.0010 ips: 12.4385 images/s [11/14 14:34:26] ppdet.engine INFO: Epoch: [33] [ 460/3251] learning_rate: 0.150521 loss_vfl: 0.841086 loss_bbox: 0.274261 loss_dfl: 0.195393 loss: 1.316022 eta: 5 days, 11:02:56 batch_cost: 2.1970 data_cost: 0.0010 ips: 12.7444 images/s [11/14 14:35:14] ppdet.engine INFO: Epoch: [33] [ 480/3251] learning_rate: 0.150504 loss_vfl: 0.807134 loss_bbox: 0.304125 loss_dfl: 0.193920 loss: 1.286431 eta: 5 days, 11:02:15 batch_cost: 2.2469 data_cost: 0.0010 ips: 12.4617 images/s [11/14 14:36:02] ppdet.engine INFO: Epoch: [33] [ 500/3251] learning_rate: 0.150488 loss_vfl: 0.830740 loss_bbox: 0.276555 loss_dfl: 0.195275 loss: 1.295012 eta: 5 days, 11:01:34 batch_cost: 2.2332 data_cost: 0.0010 ips: 12.5379 images/s [11/14 14:36:50] ppdet.engine INFO: Epoch: [33] [ 520/3251] learning_rate: 0.150471 loss_vfl: 0.838882 loss_bbox: 0.324502 loss_dfl: 0.196550 loss: 1.355343 eta: 5 days, 11:00:54 batch_cost: 2.2511 data_cost: 0.0010 ips: 12.4385 images/s [11/14 14:37:36] ppdet.engine INFO: Epoch: [33] [ 540/3251] learning_rate: 0.150454 loss_vfl: 0.824401 loss_bbox: 0.260265 loss_dfl: 0.185341 loss: 1.313122 eta: 5 days, 11:00:09 batch_cost: 2.1249 data_cost: 0.0010 ips: 13.1771 images/s [11/14 14:38:22] ppdet.engine INFO: Epoch: [33] [ 560/3251] learning_rate: 0.150438 loss_vfl: 0.846289 loss_bbox: 0.312796 loss_dfl: 0.189681 loss: 1.348985 eta: 5 days, 10:59:23 batch_cost: 2.0995 data_cost: 0.0011 ips: 13.3364 images/s [11/14 14:39:10] ppdet.engine INFO: Epoch: [33] [ 580/3251] learning_rate: 0.150421 loss_vfl: 0.824648 loss_bbox: 0.282823 loss_dfl: 0.172777 loss: 1.301164 eta: 5 days, 10:58:41 batch_cost: 2.2235 data_cost: 0.0009 ips: 12.5930 images/s [11/14 14:39:55] ppdet.engine INFO: Epoch: [33] 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0.836939 loss_bbox: 0.266682 loss_dfl: 0.181510 loss: 1.288531 eta: 5 days, 10:55:10 batch_cost: 2.1846 data_cost: 0.0013 ips: 12.8172 images/s [11/14 14:43:46] ppdet.engine INFO: Epoch: [33] [ 700/3251] learning_rate: 0.150321 loss_vfl: 0.829173 loss_bbox: 0.306134 loss_dfl: 0.197908 loss: 1.287780 eta: 5 days, 10:54:26 batch_cost: 2.1688 data_cost: 0.0009 ips: 12.9104 images/s [11/14 14:44:33] ppdet.engine INFO: Epoch: [33] [ 720/3251] learning_rate: 0.150304 loss_vfl: 0.811600 loss_bbox: 0.267486 loss_dfl: 0.189154 loss: 1.263098 eta: 5 days, 10:53:43 batch_cost: 2.1712 data_cost: 0.0010 ips: 12.8960 images/s [11/14 14:45:20] ppdet.engine INFO: Epoch: [33] [ 740/3251] learning_rate: 0.150287 loss_vfl: 0.819305 loss_bbox: 0.272568 loss_dfl: 0.179457 loss: 1.308401 eta: 5 days, 10:53:01 batch_cost: 2.2036 data_cost: 0.0010 ips: 12.7067 images/s [11/14 14:46:07] ppdet.engine INFO: Epoch: [33] [ 760/3251] learning_rate: 0.150271 loss_vfl: 0.814805 loss_bbox: 0.269334 loss_dfl: 0.174980 loss: 1.309664 eta: 5 days, 10:52:21 batch_cost: 2.2584 data_cost: 0.0011 ips: 12.3979 images/s [11/14 14:46:55] ppdet.engine INFO: Epoch: [33] [ 780/3251] learning_rate: 0.150254 loss_vfl: 0.820099 loss_bbox: 0.332953 loss_dfl: 0.220865 loss: 1.359371 eta: 5 days, 10:51:41 batch_cost: 2.2717 data_cost: 0.0010 ips: 12.3258 images/s [11/14 14:47:40] ppdet.engine INFO: Epoch: [33] [ 800/3251] learning_rate: 0.150237 loss_vfl: 0.810753 loss_bbox: 0.261615 loss_dfl: 0.165721 loss: 1.256340 eta: 5 days, 10:50:56 batch_cost: 2.1270 data_cost: 0.0012 ips: 13.1639 images/s [11/14 14:48:27] ppdet.engine INFO: Epoch: [33] [ 820/3251] learning_rate: 0.150220 loss_vfl: 0.818661 loss_bbox: 0.273671 loss_dfl: 0.180831 loss: 1.289814 eta: 5 days, 10:50:15 batch_cost: 2.2250 data_cost: 0.0010 ips: 12.5841 images/s [11/14 14:49:14] ppdet.engine INFO: Epoch: [33] [ 840/3251] learning_rate: 0.150204 loss_vfl: 0.821030 loss_bbox: 0.324927 loss_dfl: 0.196791 loss: 1.343578 eta: 5 days, 10:49:33 batch_cost: 2.1942 data_cost: 0.0009 ips: 12.7607 images/s [11/14 14:49:59] ppdet.engine INFO: Epoch: [33] [ 860/3251] learning_rate: 0.150187 loss_vfl: 0.813026 loss_bbox: 0.286157 loss_dfl: 0.196912 loss: 1.321154 eta: 5 days, 10:48:45 batch_cost: 2.0686 data_cost: 0.0009 ips: 13.5359 images/s [11/14 14:50:42] ppdet.engine INFO: Epoch: [33] [ 880/3251] learning_rate: 0.150170 loss_vfl: 0.814514 loss_bbox: 0.289052 loss_dfl: 0.197719 loss: 1.296301 eta: 5 days, 10:47:55 batch_cost: 1.9992 data_cost: 0.0009 ips: 14.0059 images/s [11/14 14:51:29] ppdet.engine INFO: Epoch: [33] [ 900/3251] learning_rate: 0.150154 loss_vfl: 0.838167 loss_bbox: 0.294689 loss_dfl: 0.197702 loss: 1.343243 eta: 5 days, 10:47:12 batch_cost: 2.1806 data_cost: 0.0010 ips: 12.8407 images/s [11/14 14:52:14] ppdet.engine INFO: Epoch: [33] [ 920/3251] learning_rate: 0.150137 loss_vfl: 0.822430 loss_bbox: 0.299204 loss_dfl: 0.187863 loss: 1.298159 eta: 5 days, 10:46:27 batch_cost: 2.1286 data_cost: 0.0010 ips: 13.1539 images/s [11/14 14:53:00] ppdet.engine INFO: Epoch: [33] [ 940/3251] learning_rate: 0.150120 loss_vfl: 0.822891 loss_bbox: 0.302181 loss_dfl: 0.201151 loss: 1.340667 eta: 5 days, 10:45:42 batch_cost: 2.1522 data_cost: 0.0010 ips: 13.0098 images/s [11/14 14:53:46] ppdet.engine INFO: Epoch: [33] [ 960/3251] learning_rate: 0.150103 loss_vfl: 0.844603 loss_bbox: 0.241300 loss_dfl: 0.157021 loss: 1.256965 eta: 5 days, 10:45:00 batch_cost: 2.2053 data_cost: 0.0010 ips: 12.6964 images/s [11/14 14:54:33] ppdet.engine INFO: Epoch: [33] [ 980/3251] learning_rate: 0.150087 loss_vfl: 0.813462 loss_bbox: 0.274170 loss_dfl: 0.176366 loss: 1.276870 eta: 5 days, 10:44:20 batch_cost: 2.2335 data_cost: 0.0014 ips: 12.5363 images/s [11/14 14:55:20] ppdet.engine INFO: Epoch: [33] [1000/3251] learning_rate: 0.150070 loss_vfl: 0.829202 loss_bbox: 0.274137 loss_dfl: 0.180195 loss: 1.250261 eta: 5 days, 10:43:34 batch_cost: 2.1149 data_cost: 0.0013 ips: 13.2393 images/s [11/14 14:56:08] ppdet.engine INFO: Epoch: [33] [1020/3251] learning_rate: 0.150053 loss_vfl: 0.823450 loss_bbox: 0.292654 loss_dfl: 0.186503 loss: 1.326129 eta: 5 days, 10:42:54 batch_cost: 2.2632 data_cost: 0.0009 ips: 12.3719 images/s [11/14 14:56:57] ppdet.engine INFO: Epoch: [33] [1040/3251] learning_rate: 0.150037 loss_vfl: 0.830001 loss_bbox: 0.300086 loss_dfl: 0.197079 loss: 1.297033 eta: 5 days, 10:42:13 batch_cost: 2.2212 data_cost: 0.0010 ips: 12.6060 images/s [11/14 14:57:43] ppdet.engine INFO: Epoch: [33] [1060/3251] learning_rate: 0.150020 loss_vfl: 0.792624 loss_bbox: 0.269780 loss_dfl: 0.186486 loss: 1.252809 eta: 5 days, 10:41:31 batch_cost: 2.2202 data_cost: 0.0009 ips: 12.6116 images/s [11/14 14:58:30] ppdet.engine INFO: Epoch: [33] [1080/3251] learning_rate: 0.150003 loss_vfl: 0.837346 loss_bbox: 0.298043 loss_dfl: 0.195386 loss: 1.334102 eta: 5 days, 10:40:51 batch_cost: 2.2478 data_cost: 0.0009 ips: 12.4564 images/s [11/14 14:59:14] ppdet.engine INFO: Epoch: [33] [1100/3251] learning_rate: 0.149986 loss_vfl: 0.842159 loss_bbox: 0.320845 loss_dfl: 0.196427 loss: 1.353857 eta: 5 days, 10:40:02 batch_cost: 2.0250 data_cost: 0.0011 ips: 13.8271 images/s [11/14 15:00:01] ppdet.engine INFO: Epoch: [33] [1120/3251] learning_rate: 0.149970 loss_vfl: 0.837115 loss_bbox: 0.283793 loss_dfl: 0.185097 loss: 1.316738 eta: 5 days, 10:39:23 batch_cost: 2.2757 data_cost: 0.0010 ips: 12.3042 images/s [11/14 15:00:48] ppdet.engine INFO: Epoch: [33] [1140/3251] learning_rate: 0.149953 loss_vfl: 0.838635 loss_bbox: 0.317671 loss_dfl: 0.204325 loss: 1.353261 eta: 5 days, 10:38:41 batch_cost: 2.2130 data_cost: 0.0010 ips: 12.6528 images/s [11/14 15:01:36] ppdet.engine INFO: Epoch: [33] [1160/3251] learning_rate: 0.149936 loss_vfl: 0.822069 loss_bbox: 0.271240 loss_dfl: 0.182950 loss: 1.286159 eta: 5 days, 10:37:59 batch_cost: 2.2095 data_cost: 0.0009 ips: 12.6724 images/s [11/14 15:02:22] ppdet.engine INFO: Epoch: [33] [1180/3251] learning_rate: 0.149919 loss_vfl: 0.851078 loss_bbox: 0.287605 loss_dfl: 0.176953 loss: 1.302985 eta: 5 days, 10:37:16 batch_cost: 2.1682 data_cost: 0.0011 ips: 12.9141 images/s [11/14 15:03:08] ppdet.engine INFO: Epoch: [33] [1200/3251] learning_rate: 0.149903 loss_vfl: 0.827308 loss_bbox: 0.318805 loss_dfl: 0.208372 loss: 1.373740 eta: 5 days, 10:36:32 batch_cost: 2.1643 data_cost: 0.0011 ips: 12.9370 images/s [11/14 15:03:58] ppdet.engine INFO: Epoch: [33] [1220/3251] learning_rate: 0.149886 loss_vfl: 0.830102 loss_bbox: 0.291341 loss_dfl: 0.187154 loss: 1.290452 eta: 5 days, 10:35:56 batch_cost: 2.3547 data_cost: 0.0009 ips: 11.8912 images/s [11/14 15:04:42] ppdet.engine INFO: Epoch: [33] [1240/3251] learning_rate: 0.149869 loss_vfl: 0.830645 loss_bbox: 0.277657 loss_dfl: 0.182728 loss: 1.299719 eta: 5 days, 10:35:05 batch_cost: 1.9959 data_cost: 0.0009 ips: 14.0286 images/s [11/14 15:05:29] ppdet.engine INFO: Epoch: [33] [1260/3251] learning_rate: 0.149852 loss_vfl: 0.829661 loss_bbox: 0.272703 loss_dfl: 0.176185 loss: 1.268179 eta: 5 days, 10:34:24 batch_cost: 2.2209 data_cost: 0.0009 ips: 12.6073 images/s [11/14 15:06:13] ppdet.engine INFO: Epoch: [33] [1280/3251] learning_rate: 0.149836 loss_vfl: 0.836009 loss_bbox: 0.313338 loss_dfl: 0.208062 loss: 1.353787 eta: 5 days, 10:33:39 batch_cost: 2.1272 data_cost: 0.0009 ips: 13.1626 images/s [11/14 15:06:58] ppdet.engine INFO: Epoch: [33] [1300/3251] learning_rate: 0.149819 loss_vfl: 0.818632 loss_bbox: 0.282345 loss_dfl: 0.184995 loss: 1.287025 eta: 5 days, 10:32:53 batch_cost: 2.1188 data_cost: 0.0010 ips: 13.2151 images/s [11/14 15:07:44] ppdet.engine INFO: Epoch: [33] [1320/3251] learning_rate: 0.149802 loss_vfl: 0.835747 loss_bbox: 0.292269 loss_dfl: 0.180950 loss: 1.276952 eta: 5 days, 10:32:11 batch_cost: 2.1853 data_cost: 0.0011 ips: 12.8128 images/s [11/14 15:08:30] ppdet.engine INFO: Epoch: [33] [1340/3251] learning_rate: 0.149785 loss_vfl: 0.828021 loss_bbox: 0.278055 loss_dfl: 0.186974 loss: 1.286420 eta: 5 days, 10:31:28 batch_cost: 2.1959 data_cost: 0.0009 ips: 12.7508 images/s [11/14 15:09:18] ppdet.engine INFO: Epoch: [33] [1360/3251] learning_rate: 0.149769 loss_vfl: 0.815950 loss_bbox: 0.292144 loss_dfl: 0.192014 loss: 1.310314 eta: 5 days, 10:30:48 batch_cost: 2.2416 data_cost: 0.0012 ips: 12.4910 images/s [11/14 15:10:04] ppdet.engine INFO: Epoch: [33] [1380/3251] learning_rate: 0.149752 loss_vfl: 0.827174 loss_bbox: 0.297989 loss_dfl: 0.198949 loss: 1.308950 eta: 5 days, 10:30:03 batch_cost: 2.1311 data_cost: 0.0012 ips: 13.1390 images/s [11/14 15:10:52] ppdet.engine INFO: Epoch: [33] [1400/3251] learning_rate: 0.149735 loss_vfl: 0.841413 loss_bbox: 0.295540 loss_dfl: 0.191208 loss: 1.310576 eta: 5 days, 10:29:25 batch_cost: 2.3077 data_cost: 0.0009 ips: 12.1332 images/s [11/14 15:11:37] ppdet.engine INFO: Epoch: [33] [1420/3251] learning_rate: 0.149718 loss_vfl: 0.818177 loss_bbox: 0.257046 loss_dfl: 0.173612 loss: 1.265142 eta: 5 days, 10:28:37 batch_cost: 2.0760 data_cost: 0.0012 ips: 13.4874 images/s [11/14 15:12:25] ppdet.engine INFO: Epoch: [33] [1440/3251] learning_rate: 0.149701 loss_vfl: 0.823121 loss_bbox: 0.273761 loss_dfl: 0.185508 loss: 1.292483 eta: 5 days, 10:27:58 batch_cost: 2.2652 data_cost: 0.0010 ips: 12.3610 images/s [11/14 15:13:11] ppdet.engine INFO: Epoch: [33] [1460/3251] learning_rate: 0.149685 loss_vfl: 0.830647 loss_bbox: 0.278563 loss_dfl: 0.178781 loss: 1.310277 eta: 5 days, 10:27:14 batch_cost: 2.1634 data_cost: 0.0016 ips: 12.9428 images/s [11/14 15:13:59] ppdet.engine INFO: Epoch: [33] [1480/3251] learning_rate: 0.149668 loss_vfl: 0.809087 loss_bbox: 0.285715 loss_dfl: 0.186705 loss: 1.279640 eta: 5 days, 10:26:34 batch_cost: 2.2537 data_cost: 0.0010 ips: 12.4242 images/s [11/14 15:14:45] ppdet.engine INFO: Epoch: [33] [1500/3251] learning_rate: 0.149651 loss_vfl: 0.839455 loss_bbox: 0.311710 loss_dfl: 0.199068 loss: 1.351925 eta: 5 days, 10:25:52 batch_cost: 2.2165 data_cost: 0.0009 ips: 12.6323 images/s [11/14 15:15:30] ppdet.engine INFO: Epoch: [33] [1520/3251] learning_rate: 0.149634 loss_vfl: 0.861055 loss_bbox: 0.272652 loss_dfl: 0.178902 loss: 1.298265 eta: 5 days, 10:25:06 batch_cost: 2.0823 data_cost: 0.0010 ips: 13.4470 images/s [11/14 15:16:16] ppdet.engine INFO: Epoch: [33] [1540/3251] learning_rate: 0.149618 loss_vfl: 0.834455 loss_bbox: 0.296581 loss_dfl: 0.195711 loss: 1.342272 eta: 5 days, 10:24:23 batch_cost: 2.1863 data_cost: 0.0009 ips: 12.8070 images/s [11/14 15:17:00] ppdet.engine INFO: Epoch: [33] [1560/3251] learning_rate: 0.149601 loss_vfl: 0.834986 loss_bbox: 0.283267 loss_dfl: 0.182905 loss: 1.306783 eta: 5 days, 10:23:37 batch_cost: 2.1063 data_cost: 0.0009 ips: 13.2937 images/s [11/14 15:17:48] ppdet.engine INFO: Epoch: [33] [1580/3251] learning_rate: 0.149584 loss_vfl: 0.824712 loss_bbox: 0.277742 loss_dfl: 0.183665 loss: 1.322588 eta: 5 days, 10:22:53 batch_cost: 2.1713 data_cost: 0.0010 ips: 12.8953 images/s [11/14 15:18:35] ppdet.engine INFO: Epoch: [33] [1600/3251] learning_rate: 0.149567 loss_vfl: 0.838534 loss_bbox: 0.290696 loss_dfl: 0.180413 loss: 1.321269 eta: 5 days, 10:22:13 batch_cost: 2.2363 data_cost: 0.0009 ips: 12.5206 images/s [11/14 15:19:20] ppdet.engine INFO: Epoch: [33] [1620/3251] learning_rate: 0.149550 loss_vfl: 0.808299 loss_bbox: 0.274754 loss_dfl: 0.177784 loss: 1.283228 eta: 5 days, 10:21:29 batch_cost: 2.1549 data_cost: 0.0011 ips: 12.9936 images/s [11/14 15:20:06] ppdet.engine INFO: Epoch: [33] [1640/3251] learning_rate: 0.149534 loss_vfl: 0.825494 loss_bbox: 0.314315 loss_dfl: 0.191831 loss: 1.337970 eta: 5 days, 10:20:44 batch_cost: 2.1482 data_cost: 0.0010 ips: 13.0345 images/s [11/14 15:20:55] ppdet.engine INFO: Epoch: [33] [1660/3251] learning_rate: 0.149517 loss_vfl: 0.834471 loss_bbox: 0.326678 loss_dfl: 0.212733 loss: 1.380234 eta: 5 days, 10:20:05 batch_cost: 2.2693 data_cost: 0.0016 ips: 12.3384 images/s [11/14 15:21:40] ppdet.engine INFO: Epoch: [33] [1680/3251] learning_rate: 0.149500 loss_vfl: 0.806532 loss_bbox: 0.276636 loss_dfl: 0.187999 loss: 1.305510 eta: 5 days, 10:19:21 batch_cost: 2.1540 data_cost: 0.0012 ips: 12.9991 images/s [11/14 15:22:25] ppdet.engine INFO: Epoch: [33] [1700/3251] learning_rate: 0.149483 loss_vfl: 0.816035 loss_bbox: 0.287947 loss_dfl: 0.185048 loss: 1.320232 eta: 5 days, 10:18:32 batch_cost: 2.0410 data_cost: 0.0009 ips: 13.7190 images/s [11/14 15:23:14] ppdet.engine INFO: Epoch: [33] [1720/3251] learning_rate: 0.149467 loss_vfl: 0.839258 loss_bbox: 0.282180 loss_dfl: 0.186700 loss: 1.300030 eta: 5 days, 10:17:50 batch_cost: 2.2146 data_cost: 0.0011 ips: 12.6434 images/s [11/14 15:23:59] ppdet.engine INFO: Epoch: [33] [1740/3251] learning_rate: 0.149450 loss_vfl: 0.837830 loss_bbox: 0.304143 loss_dfl: 0.203307 loss: 1.346540 eta: 5 days, 10:17:06 batch_cost: 2.1462 data_cost: 0.0009 ips: 13.0463 images/s [11/14 15:24:45] ppdet.engine INFO: Epoch: [33] [1760/3251] learning_rate: 0.149433 loss_vfl: 0.834414 loss_bbox: 0.267050 loss_dfl: 0.180257 loss: 1.299758 eta: 5 days, 10:16:21 batch_cost: 2.1220 data_cost: 0.0012 ips: 13.1951 images/s [11/14 15:25:32] ppdet.engine INFO: Epoch: [33] [1780/3251] learning_rate: 0.149416 loss_vfl: 0.829268 loss_bbox: 0.293307 loss_dfl: 0.190581 loss: 1.314811 eta: 5 days, 10:15:37 batch_cost: 2.1653 data_cost: 0.0010 ips: 12.9315 images/s [11/14 15:26:17] ppdet.engine INFO: Epoch: [33] [1800/3251] learning_rate: 0.149399 loss_vfl: 0.833381 loss_bbox: 0.260366 loss_dfl: 0.175008 loss: 1.269394 eta: 5 days, 10:14:53 batch_cost: 2.1530 data_cost: 0.0009 ips: 13.0050 images/s [11/14 15:27:05] ppdet.engine INFO: Epoch: [33] [1820/3251] learning_rate: 0.149383 loss_vfl: 0.812789 loss_bbox: 0.275933 loss_dfl: 0.175535 loss: 1.264867 eta: 5 days, 10:14:12 batch_cost: 2.2328 data_cost: 0.0010 ips: 12.5403 images/s [11/14 15:27:48] ppdet.engine INFO: Epoch: [33] [1840/3251] learning_rate: 0.149366 loss_vfl: 0.805397 loss_bbox: 0.296082 loss_dfl: 0.186208 loss: 1.294134 eta: 5 days, 10:13:23 batch_cost: 2.0251 data_cost: 0.0010 ips: 13.8266 images/s [11/14 15:28:36] ppdet.engine INFO: Epoch: [33] [1860/3251] learning_rate: 0.149349 loss_vfl: 0.828867 loss_bbox: 0.293206 loss_dfl: 0.184268 loss: 1.322520 eta: 5 days, 10:12:41 batch_cost: 2.2223 data_cost: 0.0009 ips: 12.5998 images/s [11/14 15:29:23] ppdet.engine INFO: Epoch: [33] [1880/3251] learning_rate: 0.149332 loss_vfl: 0.830342 loss_bbox: 0.299008 loss_dfl: 0.190797 loss: 1.329853 eta: 5 days, 10:11:58 batch_cost: 2.1780 data_cost: 0.0009 ips: 12.8557 images/s [11/14 15:30:11] ppdet.engine INFO: Epoch: [33] [1900/3251] learning_rate: 0.149315 loss_vfl: 0.823413 loss_bbox: 0.300086 loss_dfl: 0.199351 loss: 1.336671 eta: 5 days, 10:11:20 batch_cost: 2.2874 data_cost: 0.0011 ips: 12.2412 images/s [11/14 15:30:54] ppdet.engine INFO: Epoch: [33] [1920/3251] learning_rate: 0.149298 loss_vfl: 0.826996 loss_bbox: 0.275967 loss_dfl: 0.181408 loss: 1.298746 eta: 5 days, 10:10:32 batch_cost: 2.0544 data_cost: 0.0010 ips: 13.6295 images/s [11/14 15:31:41] ppdet.engine INFO: Epoch: [33] [1940/3251] learning_rate: 0.149282 loss_vfl: 0.815624 loss_bbox: 0.289980 loss_dfl: 0.194149 loss: 1.307183 eta: 5 days, 10:09:51 batch_cost: 2.2525 data_cost: 0.0014 ips: 12.4307 images/s [11/14 15:32:28] ppdet.engine INFO: Epoch: [33] [1960/3251] learning_rate: 0.149265 loss_vfl: 0.804364 loss_bbox: 0.302194 loss_dfl: 0.197809 loss: 1.297036 eta: 5 days, 10:09:08 batch_cost: 2.1743 data_cost: 0.0016 ips: 12.8779 images/s [11/14 15:33:12] ppdet.engine INFO: Epoch: [33] [1980/3251] learning_rate: 0.149248 loss_vfl: 0.834951 loss_bbox: 0.270571 loss_dfl: 0.184146 loss: 1.325415 eta: 5 days, 10:08:23 batch_cost: 2.1336 data_cost: 0.0010 ips: 13.1236 images/s [11/14 15:33:59] ppdet.engine INFO: Epoch: [33] [2000/3251] learning_rate: 0.149231 loss_vfl: 0.828326 loss_bbox: 0.302368 loss_dfl: 0.194732 loss: 1.356538 eta: 5 days, 10:07:39 batch_cost: 2.1461 data_cost: 0.0012 ips: 13.0467 images/s [11/14 15:34:43] ppdet.engine INFO: Epoch: [33] [2020/3251] learning_rate: 0.149214 loss_vfl: 0.838216 loss_bbox: 0.278130 loss_dfl: 0.189334 loss: 1.303731 eta: 5 days, 10:06:54 batch_cost: 2.1411 data_cost: 0.0010 ips: 13.0774 images/s [11/14 15:35:33] ppdet.engine INFO: Epoch: [33] [2040/3251] learning_rate: 0.149198 loss_vfl: 0.830323 loss_bbox: 0.308517 loss_dfl: 0.195878 loss: 1.339195 eta: 5 days, 10:06:16 batch_cost: 2.3109 data_cost: 0.0010 ips: 12.1164 images/s [11/14 15:36:20] ppdet.engine INFO: Epoch: [33] [2060/3251] learning_rate: 0.149181 loss_vfl: 0.838183 loss_bbox: 0.282647 loss_dfl: 0.191331 loss: 1.301861 eta: 5 days, 10:05:35 batch_cost: 2.2323 data_cost: 0.0014 ips: 12.5431 images/s [11/14 15:37:05] ppdet.engine INFO: Epoch: [33] [2080/3251] learning_rate: 0.149164 loss_vfl: 0.826608 loss_bbox: 0.321550 loss_dfl: 0.198460 loss: 1.331483 eta: 5 days, 10:04:49 batch_cost: 2.0925 data_cost: 0.0009 ips: 13.3811 images/s [11/14 15:37:50] ppdet.engine INFO: Epoch: [33] [2100/3251] learning_rate: 0.149147 loss_vfl: 0.821227 loss_bbox: 0.305407 loss_dfl: 0.199573 loss: 1.331065 eta: 5 days, 10:04:04 batch_cost: 2.1387 data_cost: 0.0013 ips: 13.0921 images/s [11/14 15:38:39] ppdet.engine INFO: Epoch: [33] [2120/3251] learning_rate: 0.149130 loss_vfl: 0.827836 loss_bbox: 0.276617 loss_dfl: 0.189345 loss: 1.273315 eta: 5 days, 10:03:24 batch_cost: 2.2529 data_cost: 0.0010 ips: 12.4285 images/s [11/14 15:39:26] ppdet.engine INFO: Epoch: [33] [2140/3251] learning_rate: 0.149113 loss_vfl: 0.803579 loss_bbox: 0.302988 loss_dfl: 0.190362 loss: 1.291253 eta: 5 days, 10:02:42 batch_cost: 2.1993 data_cost: 0.0012 ips: 12.7315 images/s [11/14 15:40:11] ppdet.engine INFO: Epoch: [33] [2160/3251] learning_rate: 0.149097 loss_vfl: 0.823857 loss_bbox: 0.263806 loss_dfl: 0.179231 loss: 1.265339 eta: 5 days, 10:01:57 batch_cost: 2.1379 data_cost: 0.0011 ips: 13.0969 images/s [11/14 15:40:57] ppdet.engine INFO: Epoch: [33] [2180/3251] learning_rate: 0.149080 loss_vfl: 0.831312 loss_bbox: 0.296983 loss_dfl: 0.183744 loss: 1.332331 eta: 5 days, 10:01:13 batch_cost: 2.1487 data_cost: 0.0010 ips: 13.0310 images/s [11/14 15:41:44] ppdet.engine INFO: Epoch: [33] [2200/3251] learning_rate: 0.149063 loss_vfl: 0.829884 loss_bbox: 0.290863 loss_dfl: 0.193876 loss: 1.309382 eta: 5 days, 10:00:29 batch_cost: 2.1582 data_cost: 0.0010 ips: 12.9739 images/s [11/14 15:42:30] ppdet.engine INFO: Epoch: [33] [2220/3251] learning_rate: 0.149046 loss_vfl: 0.810928 loss_bbox: 0.276049 loss_dfl: 0.182605 loss: 1.278564 eta: 5 days, 9:59:46 batch_cost: 2.1795 data_cost: 0.0011 ips: 12.8472 images/s [11/14 15:43:17] ppdet.engine INFO: Epoch: [33] [2240/3251] learning_rate: 0.149029 loss_vfl: 0.838463 loss_bbox: 0.288202 loss_dfl: 0.181419 loss: 1.320834 eta: 5 days, 9:59:05 batch_cost: 2.2297 data_cost: 0.0009 ips: 12.5578 images/s [11/14 15:44:03] ppdet.engine INFO: Epoch: [33] [2260/3251] learning_rate: 0.149012 loss_vfl: 0.833112 loss_bbox: 0.318328 loss_dfl: 0.204271 loss: 1.330071 eta: 5 days, 9:58:23 batch_cost: 2.2147 data_cost: 0.0010 ips: 12.6425 images/s [11/14 15:44:50] ppdet.engine INFO: Epoch: [33] [2280/3251] learning_rate: 0.148995 loss_vfl: 0.843578 loss_bbox: 0.268336 loss_dfl: 0.178702 loss: 1.295667 eta: 5 days, 9:57:40 batch_cost: 2.1749 data_cost: 0.0011 ips: 12.8744 images/s [11/14 15:45:37] ppdet.engine INFO: Epoch: [33] [2300/3251] learning_rate: 0.148979 loss_vfl: 0.819556 loss_bbox: 0.267036 loss_dfl: 0.179894 loss: 1.292144 eta: 5 days, 9:57:00 batch_cost: 2.2721 data_cost: 0.0009 ips: 12.3236 images/s [11/14 15:46:24] ppdet.engine INFO: Epoch: [33] [2320/3251] learning_rate: 0.148962 loss_vfl: 0.826136 loss_bbox: 0.305714 loss_dfl: 0.198932 loss: 1.309533 eta: 5 days, 9:56:17 batch_cost: 2.1631 data_cost: 0.0009 ips: 12.9445 images/s [11/14 15:47:10] ppdet.engine INFO: Epoch: [33] [2340/3251] learning_rate: 0.148945 loss_vfl: 0.838301 loss_bbox: 0.306875 loss_dfl: 0.197339 loss: 1.341559 eta: 5 days, 9:55:34 batch_cost: 2.1870 data_cost: 0.0009 ips: 12.8030 images/s [11/14 15:47:57] ppdet.engine INFO: Epoch: [33] [2360/3251] learning_rate: 0.148928 loss_vfl: 0.821391 loss_bbox: 0.291049 loss_dfl: 0.182691 loss: 1.309977 eta: 5 days, 9:54:49 batch_cost: 2.1393 data_cost: 0.0013 ips: 13.0883 images/s [11/14 15:48:45] ppdet.engine INFO: Epoch: [33] [2380/3251] learning_rate: 0.148911 loss_vfl: 0.857074 loss_bbox: 0.290580 loss_dfl: 0.180075 loss: 1.322434 eta: 5 days, 9:54:08 batch_cost: 2.2332 data_cost: 0.0010 ips: 12.5378 images/s [11/14 15:49:29] ppdet.engine INFO: Epoch: [33] [2400/3251] learning_rate: 0.148894 loss_vfl: 0.857652 loss_bbox: 0.273499 loss_dfl: 0.182644 loss: 1.323079 eta: 5 days, 9:53:23 batch_cost: 2.1141 data_cost: 0.0009 ips: 13.2442 images/s [11/14 15:50:15] ppdet.engine INFO: Epoch: [33] [2420/3251] learning_rate: 0.148878 loss_vfl: 0.835466 loss_bbox: 0.291550 loss_dfl: 0.197159 loss: 1.309223 eta: 5 days, 9:52:39 batch_cost: 2.1769 data_cost: 0.0010 ips: 12.8626 images/s [11/14 15:50:58] ppdet.engine INFO: Epoch: [33] [2440/3251] learning_rate: 0.148861 loss_vfl: 0.819499 loss_bbox: 0.294856 loss_dfl: 0.201432 loss: 1.320940 eta: 5 days, 9:51:52 batch_cost: 2.0794 data_cost: 0.0009 ips: 13.4653 images/s [11/14 15:51:46] ppdet.engine INFO: Epoch: [33] [2460/3251] learning_rate: 0.148844 loss_vfl: 0.807853 loss_bbox: 0.298789 loss_dfl: 0.190235 loss: 1.345960 eta: 5 days, 9:51:13 batch_cost: 2.2822 data_cost: 0.0009 ips: 12.2690 images/s [11/14 15:52:31] ppdet.engine INFO: Epoch: [33] [2480/3251] learning_rate: 0.148827 loss_vfl: 0.828147 loss_bbox: 0.307466 loss_dfl: 0.197778 loss: 1.350192 eta: 5 days, 9:50:27 batch_cost: 2.1004 data_cost: 0.0009 ips: 13.3308 images/s [11/14 15:53:19] ppdet.engine INFO: Epoch: [33] [2500/3251] learning_rate: 0.148810 loss_vfl: 0.811702 loss_bbox: 0.300258 loss_dfl: 0.200309 loss: 1.317760 eta: 5 days, 9:49:46 batch_cost: 2.2221 data_cost: 0.0010 ips: 12.6005 images/s [11/14 15:54:08] ppdet.engine INFO: Epoch: [33] [2520/3251] learning_rate: 0.148793 loss_vfl: 0.852964 loss_bbox: 0.341768 loss_dfl: 0.222957 loss: 1.420183 eta: 5 days, 9:49:10 batch_cost: 2.3685 data_cost: 0.0010 ips: 11.8219 images/s [11/14 15:54:56] ppdet.engine INFO: Epoch: [33] [2540/3251] learning_rate: 0.148776 loss_vfl: 0.823991 loss_bbox: 0.244934 loss_dfl: 0.165122 loss: 1.231385 eta: 5 days, 9:48:29 batch_cost: 2.2312 data_cost: 0.0009 ips: 12.5492 images/s [11/14 15:55:43] ppdet.engine INFO: Epoch: [33] [2560/3251] learning_rate: 0.148759 loss_vfl: 0.818077 loss_bbox: 0.269089 loss_dfl: 0.184321 loss: 1.293216 eta: 5 days, 9:47:50 batch_cost: 2.2763 data_cost: 0.0009 ips: 12.3007 images/s [11/14 15:56:29] ppdet.engine INFO: Epoch: [33] [2580/3251] learning_rate: 0.148743 loss_vfl: 0.852456 loss_bbox: 0.270866 loss_dfl: 0.187550 loss: 1.311335 eta: 5 days, 9:47:07 batch_cost: 2.1890 data_cost: 0.0009 ips: 12.7911 images/s [11/14 15:57:14] ppdet.engine INFO: Epoch: [33] [2600/3251] learning_rate: 0.148726 loss_vfl: 0.825684 loss_bbox: 0.293171 loss_dfl: 0.193255 loss: 1.313528 eta: 5 days, 9:46:23 batch_cost: 2.1619 data_cost: 0.0011 ips: 12.9517 images/s [11/14 15:57:59] ppdet.engine INFO: Epoch: [33] [2620/3251] learning_rate: 0.148709 loss_vfl: 0.822389 loss_bbox: 0.281759 loss_dfl: 0.189260 loss: 1.293463 eta: 5 days, 9:45:33 batch_cost: 1.9874 data_cost: 0.0010 ips: 14.0886 images/s [11/14 15:58:47] ppdet.engine INFO: Epoch: [33] [2640/3251] learning_rate: 0.148692 loss_vfl: 0.824634 loss_bbox: 0.245059 loss_dfl: 0.166585 loss: 1.253935 eta: 5 days, 9:44:50 batch_cost: 2.1773 data_cost: 0.0010 ips: 12.8601 images/s [11/14 15:59:33] ppdet.engine INFO: Epoch: [33] [2660/3251] learning_rate: 0.148675 loss_vfl: 0.837499 loss_bbox: 0.281793 loss_dfl: 0.189497 loss: 1.325906 eta: 5 days, 9:44:08 batch_cost: 2.2120 data_cost: 0.0009 ips: 12.6580 images/s [11/14 16:00:18] ppdet.engine INFO: Epoch: [33] [2680/3251] learning_rate: 0.148658 loss_vfl: 0.829516 loss_bbox: 0.304811 loss_dfl: 0.202224 loss: 1.349729 eta: 5 days, 9:43:23 batch_cost: 2.1318 data_cost: 0.0011 ips: 13.1341 images/s [11/14 16:01:05] ppdet.engine INFO: Epoch: [33] [2700/3251] learning_rate: 0.148641 loss_vfl: 0.836901 loss_bbox: 0.316868 loss_dfl: 0.200695 loss: 1.335084 eta: 5 days, 9:42:40 batch_cost: 2.1723 data_cost: 0.0013 ips: 12.8898 images/s [11/14 16:01:50] ppdet.engine INFO: Epoch: [33] [2720/3251] learning_rate: 0.148624 loss_vfl: 0.833501 loss_bbox: 0.278176 loss_dfl: 0.181977 loss: 1.295965 eta: 5 days, 9:41:52 batch_cost: 2.0710 data_cost: 0.0023 ips: 13.5201 images/s [11/14 16:02:35] ppdet.engine INFO: Epoch: [33] [2740/3251] learning_rate: 0.148608 loss_vfl: 0.829097 loss_bbox: 0.277473 loss_dfl: 0.177525 loss: 1.304523 eta: 5 days, 9:41:07 batch_cost: 2.1288 data_cost: 0.0011 ips: 13.1528 images/s [11/14 16:03:21] ppdet.engine INFO: Epoch: [33] [2760/3251] learning_rate: 0.148591 loss_vfl: 0.825985 loss_bbox: 0.281822 loss_dfl: 0.192233 loss: 1.317065 eta: 5 days, 9:40:24 batch_cost: 2.1649 data_cost: 0.0009 ips: 12.9335 images/s [11/14 16:04:08] ppdet.engine INFO: Epoch: [33] [2780/3251] learning_rate: 0.148574 loss_vfl: 0.845129 loss_bbox: 0.303689 loss_dfl: 0.195699 loss: 1.364881 eta: 5 days, 9:39:43 batch_cost: 2.2467 data_cost: 0.0012 ips: 12.4625 images/s [11/14 16:04:55] ppdet.engine INFO: Epoch: [33] [2800/3251] learning_rate: 0.148557 loss_vfl: 0.850036 loss_bbox: 0.280959 loss_dfl: 0.188874 loss: 1.295626 eta: 5 days, 9:39:00 batch_cost: 2.1830 data_cost: 0.0010 ips: 12.8265 images/s [11/14 16:05:43] ppdet.engine INFO: Epoch: [33] [2820/3251] learning_rate: 0.148540 loss_vfl: 0.833665 loss_bbox: 0.281092 loss_dfl: 0.192371 loss: 1.317022 eta: 5 days, 9:38:22 batch_cost: 2.3064 data_cost: 0.0009 ips: 12.1401 images/s [11/14 16:06:29] ppdet.engine INFO: Epoch: [33] [2840/3251] learning_rate: 0.148523 loss_vfl: 0.831637 loss_bbox: 0.270086 loss_dfl: 0.180578 loss: 1.281114 eta: 5 days, 9:37:38 batch_cost: 2.1638 data_cost: 0.0009 ips: 12.9402 images/s [11/14 16:07:14] ppdet.engine INFO: Epoch: [33] [2860/3251] learning_rate: 0.148506 loss_vfl: 0.815217 loss_bbox: 0.277768 loss_dfl: 0.180529 loss: 1.272470 eta: 5 days, 9:36:54 batch_cost: 2.1568 data_cost: 0.0010 ips: 12.9823 images/s [11/14 16:08:01] ppdet.engine INFO: Epoch: [33] [2880/3251] learning_rate: 0.148489 loss_vfl: 0.801497 loss_bbox: 0.296645 loss_dfl: 0.177358 loss: 1.299401 eta: 5 days, 9:36:13 batch_cost: 2.2254 data_cost: 0.0009 ips: 12.5818 images/s [11/14 16:08:47] ppdet.engine INFO: Epoch: [33] [2900/3251] learning_rate: 0.148472 loss_vfl: 0.840316 loss_bbox: 0.286423 loss_dfl: 0.182572 loss: 1.316982 eta: 5 days, 9:35:28 batch_cost: 2.1221 data_cost: 0.0009 ips: 13.1943 images/s [11/14 16:09:34] ppdet.engine INFO: Epoch: [33] [2920/3251] learning_rate: 0.148455 loss_vfl: 0.794373 loss_bbox: 0.281168 loss_dfl: 0.183092 loss: 1.263075 eta: 5 days, 9:34:44 batch_cost: 2.1704 data_cost: 0.0013 ips: 12.9007 images/s [11/14 16:10:21] ppdet.engine INFO: Epoch: [33] [2940/3251] learning_rate: 0.148439 loss_vfl: 0.854455 loss_bbox: 0.260010 loss_dfl: 0.174904 loss: 1.298327 eta: 5 days, 9:34:03 batch_cost: 2.2338 data_cost: 0.0009 ips: 12.5350 images/s [11/14 16:11:08] ppdet.engine INFO: Epoch: [33] [2960/3251] learning_rate: 0.148422 loss_vfl: 0.822717 loss_bbox: 0.297827 loss_dfl: 0.187527 loss: 1.296099 eta: 5 days, 9:33:22 batch_cost: 2.2268 data_cost: 0.0012 ips: 12.5742 images/s [11/14 16:11:52] ppdet.engine INFO: Epoch: [33] [2980/3251] learning_rate: 0.148405 loss_vfl: 0.837910 loss_bbox: 0.293828 loss_dfl: 0.207504 loss: 1.338022 eta: 5 days, 9:32:34 batch_cost: 2.0519 data_cost: 0.0015 ips: 13.6459 images/s [11/14 16:12:40] ppdet.engine INFO: Epoch: [33] [3000/3251] learning_rate: 0.148388 loss_vfl: 0.816612 loss_bbox: 0.271037 loss_dfl: 0.182582 loss: 1.289445 eta: 5 days, 9:31:56 batch_cost: 2.3020 data_cost: 0.0009 ips: 12.1634 images/s [11/14 16:13:26] ppdet.engine INFO: Epoch: [33] [3020/3251] learning_rate: 0.148371 loss_vfl: 0.829766 loss_bbox: 0.297107 loss_dfl: 0.188276 loss: 1.323358 eta: 5 days, 9:31:14 batch_cost: 2.2154 data_cost: 0.0010 ips: 12.6386 images/s [11/14 16:14:10] ppdet.engine INFO: Epoch: [33] [3040/3251] learning_rate: 0.148354 loss_vfl: 0.808996 loss_bbox: 0.284764 loss_dfl: 0.182982 loss: 1.291092 eta: 5 days, 9:30:29 batch_cost: 2.1127 data_cost: 0.0014 ips: 13.2531 images/s [11/14 16:14:55] ppdet.engine INFO: Epoch: [33] [3060/3251] learning_rate: 0.148337 loss_vfl: 0.824545 loss_bbox: 0.285461 loss_dfl: 0.186926 loss: 1.305136 eta: 5 days, 9:29:41 batch_cost: 2.0707 data_cost: 0.0010 ips: 13.5217 images/s [11/14 16:15:43] ppdet.engine INFO: Epoch: [33] [3080/3251] learning_rate: 0.148320 loss_vfl: 0.830473 loss_bbox: 0.293786 loss_dfl: 0.183834 loss: 1.321981 eta: 5 days, 9:28:59 batch_cost: 2.1894 data_cost: 0.0012 ips: 12.7887 images/s [11/14 16:16:29] ppdet.engine INFO: Epoch: [33] [3100/3251] learning_rate: 0.148303 loss_vfl: 0.843495 loss_bbox: 0.265632 loss_dfl: 0.173796 loss: 1.271884 eta: 5 days, 9:28:15 batch_cost: 2.1699 data_cost: 0.0010 ips: 12.9041 images/s [11/14 16:17:15] ppdet.engine INFO: Epoch: [33] [3120/3251] learning_rate: 0.148286 loss_vfl: 0.835942 loss_bbox: 0.278630 loss_dfl: 0.190831 loss: 1.321779 eta: 5 days, 9:27:32 batch_cost: 2.1670 data_cost: 0.0009 ips: 12.9208 images/s [11/14 16:18:01] ppdet.engine INFO: Epoch: [33] [3140/3251] learning_rate: 0.148269 loss_vfl: 0.836286 loss_bbox: 0.284198 loss_dfl: 0.183770 loss: 1.315277 eta: 5 days, 9:26:49 batch_cost: 2.1959 data_cost: 0.0014 ips: 12.7512 images/s [11/14 16:18:48] ppdet.engine INFO: Epoch: [33] [3160/3251] learning_rate: 0.148252 loss_vfl: 0.816018 loss_bbox: 0.296025 loss_dfl: 0.194339 loss: 1.303428 eta: 5 days, 9:26:06 batch_cost: 2.1803 data_cost: 0.0009 ips: 12.8422 images/s [11/14 16:19:35] ppdet.engine INFO: Epoch: [33] [3180/3251] learning_rate: 0.148235 loss_vfl: 0.835200 loss_bbox: 0.288223 loss_dfl: 0.175250 loss: 1.325410 eta: 5 days, 9:25:25 batch_cost: 2.2238 data_cost: 0.0012 ips: 12.5912 images/s [11/14 16:20:21] ppdet.engine INFO: Epoch: [33] [3200/3251] learning_rate: 0.148219 loss_vfl: 0.827403 loss_bbox: 0.276839 loss_dfl: 0.182445 loss: 1.281029 eta: 5 days, 9:24:38 batch_cost: 2.0911 data_cost: 0.0010 ips: 13.3899 images/s [11/14 16:21:07] ppdet.engine INFO: Epoch: [33] [3220/3251] learning_rate: 0.148202 loss_vfl: 0.833534 loss_bbox: 0.288058 loss_dfl: 0.195690 loss: 1.312191 eta: 5 days, 9:23:55 batch_cost: 2.1710 data_cost: 0.0010 ips: 12.8976 images/s [11/14 16:21:55] ppdet.engine INFO: Epoch: [33] [3240/3251] learning_rate: 0.148185 loss_vfl: 0.831618 loss_bbox: 0.291979 loss_dfl: 0.198612 loss: 1.344660 eta: 5 days, 9:23:16 batch_cost: 2.2909 data_cost: 0.0017 ips: 12.2224 images/s [11/14 16:22:12] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_lcnet_2_5x_640_mainbody [11/14 16:22:13] ppdet.engine INFO: Eval iter: 0 [11/14 16:23:01] ppdet.engine INFO: Eval iter: 100 [11/14 16:23:27] ppdet.engine INFO: Eval iter: 200 [11/14 16:23:54] ppdet.engine INFO: Eval iter: 300 [11/14 16:24:20] ppdet.engine INFO: Eval iter: 400 [11/14 16:24:47] ppdet.engine INFO: Eval iter: 500 [11/14 16:25:13] ppdet.engine INFO: Eval iter: 600 [11/14 16:25:42] ppdet.engine INFO: Eval iter: 700 [11/14 16:26:08] ppdet.engine INFO: Eval iter: 800 [11/14 16:26:34] ppdet.engine INFO: Eval iter: 900 [11/14 16:27:01] ppdet.engine INFO: Eval iter: 1000 [11/14 16:27:26] ppdet.engine INFO: Eval iter: 1100 [11/14 16:27:53] ppdet.engine INFO: Eval iter: 1200 [11/14 16:28:19] ppdet.engine INFO: Eval iter: 1300 [11/14 16:28:45] ppdet.engine INFO: Eval iter: 1400 [11/14 16:29:11] ppdet.engine INFO: Eval iter: 1500 [11/14 16:29:37] ppdet.engine INFO: Eval iter: 1600 [11/14 16:30:05] ppdet.engine INFO: Eval iter: 1700 [11/14 16:30:31] ppdet.engine INFO: Eval iter: 1800 [11/14 16:31:00] ppdet.engine INFO: Eval iter: 1900 [11/14 16:31:26] ppdet.engine INFO: Eval iter: 2000 [11/14 16:31:54] ppdet.engine INFO: Eval iter: 2100 [11/14 16:32:21] ppdet.engine INFO: Eval iter: 2200 [11/14 16:32:48] ppdet.engine INFO: Eval iter: 2300 [11/14 16:33:49] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json. loading annotations into memory... Done (t=1.18s) creating index... index created! [11/14 16:33:50] ppdet.metrics.coco_utils INFO: Start evaluate... Loading and preparing results... DONE (t=18.31s) creating index... index created! Running per image evaluation... Evaluate annotation type *bbox* DONE (t=384.35s). Accumulating evaluation results... DONE (t=29.24s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.393 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.595 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.416 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.206 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.430 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.524 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.081 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.388 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.593 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.349 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 ] = 0.755 [11/14 16:41:06] ppdet.engine INFO: Total sample number: 19074, averge FPS: 28.78730098307698 [11/14 16:41:06] ppdet.engine INFO: Best test bbox ap is 0.394. [11/14 16:41:07] ppdet.engine INFO: Epoch: [34] [ 0/3251] learning_rate: 0.148175 loss_vfl: 0.834003 loss_bbox: 0.285967 loss_dfl: 0.198355 loss: 1.320773 eta: 5 days, 9:22:25 batch_cost: 1.4172 data_cost: 0.0016 ips: 19.7570 images/s [11/14 16:41:55] ppdet.engine INFO: Epoch: [34] [ 20/3251] learning_rate: 0.148158 loss_vfl: 0.815741 loss_bbox: 0.323836 loss_dfl: 0.199359 loss: 1.365410 eta: 5 days, 9:21:43 batch_cost: 2.2192 data_cost: 0.0014 ips: 12.6172 images/s [11/14 16:42:41] ppdet.engine INFO: Epoch: [34] [ 40/3251] learning_rate: 0.148141 loss_vfl: 0.839607 loss_bbox: 0.287986 loss_dfl: 0.185837 loss: 1.328762 eta: 5 days, 9:21:01 batch_cost: 2.2095 data_cost: 0.0010 ips: 12.6727 images/s [11/14 16:43:29] ppdet.engine INFO: Epoch: [34] [ 60/3251] learning_rate: 0.148125 loss_vfl: 0.818122 loss_bbox: 0.301367 loss_dfl: 0.186368 loss: 1.322767 eta: 5 days, 9:20:22 batch_cost: 2.2800 data_cost: 0.0010 ips: 12.2807 images/s [11/14 16:44:15] ppdet.engine INFO: Epoch: [34] [ 80/3251] learning_rate: 0.148108 loss_vfl: 0.814707 loss_bbox: 0.271327 loss_dfl: 0.175674 loss: 1.291089 eta: 5 days, 9:19:37 batch_cost: 2.1274 data_cost: 0.0009 ips: 13.1614 images/s [11/14 16:44:59] ppdet.engine INFO: Epoch: [34] [ 100/3251] learning_rate: 0.148091 loss_vfl: 0.828984 loss_bbox: 0.287974 loss_dfl: 0.185482 loss: 1.294984 eta: 5 days, 9:18:49 batch_cost: 2.0625 data_cost: 0.0009 ips: 13.5760 images/s [11/14 16:45:44] ppdet.engine INFO: Epoch: [34] [ 120/3251] learning_rate: 0.148074 loss_vfl: 0.847096 loss_bbox: 0.310874 loss_dfl: 0.198890 loss: 1.336748 eta: 5 days, 9:18:03 batch_cost: 2.1045 data_cost: 0.0013 ips: 13.3051 images/s [11/14 16:46:31] ppdet.engine INFO: Epoch: [34] [ 140/3251] learning_rate: 0.148057 loss_vfl: 0.828871 loss_bbox: 0.267233 loss_dfl: 0.171182 loss: 1.264381 eta: 5 days, 9:17:21 batch_cost: 2.1827 data_cost: 0.0012 ips: 12.8279 images/s [11/14 16:47:17] ppdet.engine INFO: Epoch: [34] [ 160/3251] learning_rate: 0.148040 loss_vfl: 0.831982 loss_bbox: 0.275594 loss_dfl: 0.187561 loss: 1.273189 eta: 5 days, 9:16:35 batch_cost: 2.1272 data_cost: 0.0019 ips: 13.1628 images/s [11/14 16:48:02] ppdet.engine INFO: Epoch: [34] [ 180/3251] learning_rate: 0.148023 loss_vfl: 0.842138 loss_bbox: 0.318506 loss_dfl: 0.210935 loss: 1.375866 eta: 5 days, 9:15:49 batch_cost: 2.0796 data_cost: 0.0011 ips: 13.4640 images/s [11/14 16:48:47] ppdet.engine INFO: Epoch: [34] [ 200/3251] learning_rate: 0.148006 loss_vfl: 0.815097 loss_bbox: 0.298475 loss_dfl: 0.198523 loss: 1.310287 eta: 5 days, 9:15:02 batch_cost: 2.0932 data_cost: 0.0012 ips: 13.3763 images/s [11/14 16:49:33] ppdet.engine INFO: Epoch: [34] [ 220/3251] learning_rate: 0.147989 loss_vfl: 0.821503 loss_bbox: 0.289832 loss_dfl: 0.194850 loss: 1.317206 eta: 5 days, 9:14:16 batch_cost: 2.1084 data_cost: 0.0009 ips: 13.2801 images/s [11/14 16:50:18] ppdet.engine INFO: Epoch: [34] [ 240/3251] learning_rate: 0.147972 loss_vfl: 0.796685 loss_bbox: 0.307145 loss_dfl: 0.199713 loss: 1.335298 eta: 5 days, 9:13:32 batch_cost: 2.1383 data_cost: 0.0016 ips: 13.0944 images/s [11/14 16:51:06] ppdet.engine INFO: Epoch: [34] [ 260/3251] learning_rate: 0.147955 loss_vfl: 0.838866 loss_bbox: 0.310417 loss_dfl: 0.204304 loss: 1.357657 eta: 5 days, 9:12:50 batch_cost: 2.2169 data_cost: 0.0015 ips: 12.6303 images/s [11/14 16:51:52] ppdet.engine INFO: Epoch: [34] [ 280/3251] learning_rate: 0.147938 loss_vfl: 0.832076 loss_bbox: 0.290204 loss_dfl: 0.198828 loss: 1.355650 eta: 5 days, 9:12:09 batch_cost: 2.2260 data_cost: 0.0011 ips: 12.5788 images/s [11/14 16:52:38] ppdet.engine INFO: Epoch: [34] [ 300/3251] learning_rate: 0.147921 loss_vfl: 0.814723 loss_bbox: 0.267548 loss_dfl: 0.181512 loss: 1.270629 eta: 5 days, 9:11:26 batch_cost: 2.1780 data_cost: 0.0010 ips: 12.8558 images/s [11/14 16:53:25] ppdet.engine INFO: Epoch: [34] [ 320/3251] learning_rate: 0.147904 loss_vfl: 0.838408 loss_bbox: 0.273309 loss_dfl: 0.181704 loss: 1.318503 eta: 5 days, 9:10:44 batch_cost: 2.2113 data_cost: 0.0010 ips: 12.6620 images/s [11/14 16:54:13] ppdet.engine INFO: Epoch: [34] [ 340/3251] learning_rate: 0.147887 loss_vfl: 0.836971 loss_bbox: 0.304603 loss_dfl: 0.191645 loss: 1.332706 eta: 5 days, 9:10:03 batch_cost: 2.2453 data_cost: 0.0015 ips: 12.4703 images/s [11/14 16:55:00] ppdet.engine INFO: Epoch: [34] [ 360/3251] learning_rate: 0.147870 loss_vfl: 0.842845 loss_bbox: 0.291334 loss_dfl: 0.191454 loss: 1.335204 eta: 5 days, 9:09:22 batch_cost: 2.2382 data_cost: 0.0010 ips: 12.5101 images/s [11/14 16:55:47] ppdet.engine INFO: Epoch: [34] [ 380/3251] learning_rate: 0.147853 loss_vfl: 0.814874 loss_bbox: 0.286729 loss_dfl: 0.192539 loss: 1.282133 eta: 5 days, 9:08:41 batch_cost: 2.2303 data_cost: 0.0010 ips: 12.5543 images/s [11/14 16:56:35] ppdet.engine INFO: Epoch: [34] [ 400/3251] learning_rate: 0.147836 loss_vfl: 0.841872 loss_bbox: 0.295036 loss_dfl: 0.200435 loss: 1.312830 eta: 5 days, 9:07:59 batch_cost: 2.1914 data_cost: 0.0010 ips: 12.7771 images/s [11/14 16:57:21] ppdet.engine INFO: Epoch: [34] [ 420/3251] learning_rate: 0.147819 loss_vfl: 0.826607 loss_bbox: 0.264479 loss_dfl: 0.179415 loss: 1.295473 eta: 5 days, 9:07:17 batch_cost: 2.2135 data_cost: 0.0012 ips: 12.6497 images/s [11/14 16:58:07] ppdet.engine INFO: Epoch: [34] [ 440/3251] learning_rate: 0.147802 loss_vfl: 0.836582 loss_bbox: 0.279661 loss_dfl: 0.192846 loss: 1.307421 eta: 5 days, 9:06:33 batch_cost: 2.1567 data_cost: 0.0010 ips: 12.9829 images/s [11/14 16:58:53] ppdet.engine INFO: Epoch: [34] [ 460/3251] learning_rate: 0.147785 loss_vfl: 0.810649 loss_bbox: 0.314657 loss_dfl: 0.202347 loss: 1.318343 eta: 5 days, 9:05:49 batch_cost: 2.1654 data_cost: 0.0009 ips: 12.9305 images/s [11/14 16:59:39] ppdet.engine INFO: Epoch: [34] [ 480/3251] learning_rate: 0.147768 loss_vfl: 0.839283 loss_bbox: 0.276406 loss_dfl: 0.194788 loss: 1.327171 eta: 5 days, 9:05:06 batch_cost: 2.1741 data_cost: 0.0010 ips: 12.8790 images/s [11/14 17:00:24] ppdet.engine INFO: Epoch: [34] [ 500/3251] learning_rate: 0.147751 loss_vfl: 0.829167 loss_bbox: 0.292194 loss_dfl: 0.193767 loss: 1.349388 eta: 5 days, 9:04:23 batch_cost: 2.1768 data_cost: 0.0114 ips: 12.8631 images/s [11/14 17:01:09] ppdet.engine INFO: Epoch: [34] [ 520/3251] learning_rate: 0.147734 loss_vfl: 0.824961 loss_bbox: 0.307896 loss_dfl: 0.203860 loss: 1.344419 eta: 5 days, 9:03:39 batch_cost: 2.1587 data_cost: 0.0009 ips: 12.9708 images/s [11/14 17:01:54] ppdet.engine INFO: Epoch: [34] [ 540/3251] learning_rate: 0.147717 loss_vfl: 0.838672 loss_bbox: 0.302813 loss_dfl: 0.193052 loss: 1.319914 eta: 5 days, 9:02:55 batch_cost: 2.1481 data_cost: 0.0011 ips: 13.0348 images/s [11/14 17:02:40] ppdet.engine INFO: Epoch: [34] [ 560/3251] learning_rate: 0.147700 loss_vfl: 0.846647 loss_bbox: 0.294729 loss_dfl: 0.194536 loss: 1.339655 eta: 5 days, 9:02:11 batch_cost: 2.1601 data_cost: 0.0009 ips: 12.9622 images/s [11/14 17:03:26] ppdet.engine INFO: Epoch: [34] [ 580/3251] learning_rate: 0.147683 loss_vfl: 0.819849 loss_bbox: 0.312354 loss_dfl: 0.213523 loss: 1.357622 eta: 5 days, 9:01:27 batch_cost: 2.1513 data_cost: 0.0009 ips: 13.0154 images/s [11/14 17:04:14] ppdet.engine INFO: Epoch: [34] [ 600/3251] learning_rate: 0.147666 loss_vfl: 0.815174 loss_bbox: 0.275646 loss_dfl: 0.178169 loss: 1.276473 eta: 5 days, 9:00:45 batch_cost: 2.2127 data_cost: 0.0009 ips: 12.6539 images/s [11/14 17:04:59] ppdet.engine INFO: Epoch: [34] [ 620/3251] learning_rate: 0.147649 loss_vfl: 0.826301 loss_bbox: 0.305009 loss_dfl: 0.196084 loss: 1.342208 eta: 5 days, 8:59:58 batch_cost: 2.0761 data_cost: 0.0009 ips: 13.4868 images/s [11/14 17:05:45] ppdet.engine INFO: Epoch: [34] [ 640/3251] learning_rate: 0.147632 loss_vfl: 0.826264 loss_bbox: 0.295531 loss_dfl: 0.191349 loss: 1.289989 eta: 5 days, 8:59:15 batch_cost: 2.1916 data_cost: 0.0009 ips: 12.7763 images/s [11/14 17:06:33] ppdet.engine INFO: Epoch: [34] [ 660/3251] learning_rate: 0.147615 loss_vfl: 0.823512 loss_bbox: 0.332141 loss_dfl: 0.208936 loss: 1.366570 eta: 5 days, 8:58:34 batch_cost: 2.2260 data_cost: 0.0010 ips: 12.5787 images/s [11/14 17:07:19] ppdet.engine INFO: Epoch: [34] [ 680/3251] learning_rate: 0.147598 loss_vfl: 0.816244 loss_bbox: 0.304772 loss_dfl: 0.200586 loss: 1.345292 eta: 5 days, 8:57:51 batch_cost: 2.1866 data_cost: 0.0010 ips: 12.8055 images/s [11/14 17:08:06] ppdet.engine INFO: Epoch: [34] [ 700/3251] learning_rate: 0.147581 loss_vfl: 0.822297 loss_bbox: 0.265299 loss_dfl: 0.176338 loss: 1.254019 eta: 5 days, 8:57:10 batch_cost: 2.2360 data_cost: 0.0010 ips: 12.5223 images/s [11/14 17:08:52] ppdet.engine INFO: Epoch: [34] [ 720/3251] learning_rate: 0.147564 loss_vfl: 0.840257 loss_bbox: 0.289508 loss_dfl: 0.196942 loss: 1.332623 eta: 5 days, 8:56:28 batch_cost: 2.2015 data_cost: 0.0010 ips: 12.7188 images/s [11/14 17:09:37] ppdet.engine INFO: Epoch: [34] [ 740/3251] learning_rate: 0.147547 loss_vfl: 0.834236 loss_bbox: 0.296126 loss_dfl: 0.195679 loss: 1.320925 eta: 5 days, 8:55:44 batch_cost: 2.1609 data_cost: 0.0010 ips: 12.9576 images/s [11/14 17:10:23] ppdet.engine INFO: Epoch: [34] [ 760/3251] learning_rate: 0.147530 loss_vfl: 0.837797 loss_bbox: 0.299098 loss_dfl: 0.179026 loss: 1.297044 eta: 5 days, 8:55:02 batch_cost: 2.1981 data_cost: 0.0009 ips: 12.7381 images/s [11/14 17:11:09] ppdet.engine INFO: Epoch: [34] [ 780/3251] learning_rate: 0.147513 loss_vfl: 0.804772 loss_bbox: 0.270646 loss_dfl: 0.179174 loss: 1.266077 eta: 5 days, 8:54:19 batch_cost: 2.1702 data_cost: 0.0009 ips: 12.9021 images/s [11/14 17:11:55] ppdet.engine INFO: Epoch: [34] [ 800/3251] learning_rate: 0.147496 loss_vfl: 0.830362 loss_bbox: 0.323707 loss_dfl: 0.213979 loss: 1.379883 eta: 5 days, 8:53:36 batch_cost: 2.1814 data_cost: 0.0009 ips: 12.8360 images/s [11/14 17:12:40] ppdet.engine INFO: Epoch: [34] [ 820/3251] learning_rate: 0.147479 loss_vfl: 0.828587 loss_bbox: 0.321539 loss_dfl: 0.202064 loss: 1.349977 eta: 5 days, 8:52:51 batch_cost: 2.1406 data_cost: 0.0013 ips: 13.0803 images/s [11/14 17:13:27] ppdet.engine INFO: Epoch: [34] [ 840/3251] learning_rate: 0.147462 loss_vfl: 0.828381 loss_bbox: 0.259093 loss_dfl: 0.184479 loss: 1.281840 eta: 5 days, 8:52:08 batch_cost: 2.1724 data_cost: 0.0009 ips: 12.8892 images/s [11/14 17:14:15] ppdet.engine INFO: Epoch: [34] [ 860/3251] learning_rate: 0.147445 loss_vfl: 0.812492 loss_bbox: 0.303187 loss_dfl: 0.196516 loss: 1.301826 eta: 5 days, 8:51:31 batch_cost: 2.3416 data_cost: 0.0015 ips: 11.9575 images/s [11/14 17:15:01] ppdet.engine INFO: Epoch: [34] [ 880/3251] learning_rate: 0.147428 loss_vfl: 0.849569 loss_bbox: 0.274545 loss_dfl: 0.185419 loss: 1.309555 eta: 5 days, 8:50:47 batch_cost: 2.1602 data_cost: 0.0009 ips: 12.9619 images/s [11/14 17:15:47] ppdet.engine INFO: Epoch: [34] [ 900/3251] learning_rate: 0.147411 loss_vfl: 0.800392 loss_bbox: 0.288180 loss_dfl: 0.186097 loss: 1.298739 eta: 5 days, 8:50:02 batch_cost: 2.1388 data_cost: 0.0009 ips: 13.0914 images/s [11/14 17:16:33] ppdet.engine INFO: Epoch: [34] [ 920/3251] learning_rate: 0.147394 loss_vfl: 0.825777 loss_bbox: 0.274895 loss_dfl: 0.182230 loss: 1.273100 eta: 5 days, 8:49:19 batch_cost: 2.1603 data_cost: 0.0015 ips: 12.9614 images/s [11/14 17:17:20] ppdet.engine INFO: Epoch: [34] [ 940/3251] learning_rate: 0.147377 loss_vfl: 0.811907 loss_bbox: 0.305931 loss_dfl: 0.197698 loss: 1.339245 eta: 5 days, 8:48:35 batch_cost: 2.1669 data_cost: 0.0014 ips: 12.9218 images/s [11/14 17:18:07] ppdet.engine INFO: Epoch: [34] [ 960/3251] learning_rate: 0.147360 loss_vfl: 0.829023 loss_bbox: 0.288062 loss_dfl: 0.185008 loss: 1.291423 eta: 5 days, 8:47:55 batch_cost: 2.2553 data_cost: 0.0009 ips: 12.4151 images/s [11/14 17:18:53] ppdet.engine INFO: Epoch: [34] [ 980/3251] learning_rate: 0.147343 loss_vfl: 0.848481 loss_bbox: 0.285852 loss_dfl: 0.190402 loss: 1.314529 eta: 5 days, 8:47:09 batch_cost: 2.1066 data_cost: 0.0010 ips: 13.2913 images/s [11/14 17:19:40] ppdet.engine INFO: Epoch: [34] [1000/3251] learning_rate: 0.147326 loss_vfl: 0.839570 loss_bbox: 0.278120 loss_dfl: 0.186970 loss: 1.284398 eta: 5 days, 8:46:27 batch_cost: 2.2177 data_cost: 0.0010 ips: 12.6255 images/s [11/14 17:20:27] ppdet.engine INFO: Epoch: [34] [1020/3251] learning_rate: 0.147309 loss_vfl: 0.829079 loss_bbox: 0.269289 loss_dfl: 0.182585 loss: 1.304552 eta: 5 days, 8:45:45 batch_cost: 2.1943 data_cost: 0.0009 ips: 12.7605 images/s [11/14 17:21:15] ppdet.engine INFO: Epoch: [34] [1040/3251] learning_rate: 0.147292 loss_vfl: 0.827823 loss_bbox: 0.287668 loss_dfl: 0.194042 loss: 1.294536 eta: 5 days, 8:45:06 batch_cost: 2.3014 data_cost: 0.0010 ips: 12.1663 images/s [11/14 17:22:01] ppdet.engine INFO: Epoch: [34] [1060/3251] learning_rate: 0.147275 loss_vfl: 0.826903 loss_bbox: 0.257777 loss_dfl: 0.173948 loss: 1.256904 eta: 5 days, 8:44:22 batch_cost: 2.1372 data_cost: 0.0010 ips: 13.1012 images/s [11/14 17:22:47] ppdet.engine INFO: Epoch: [34] [1080/3251] learning_rate: 0.147258 loss_vfl: 0.819524 loss_bbox: 0.280416 loss_dfl: 0.185036 loss: 1.302459 eta: 5 days, 8:43:39 batch_cost: 2.1839 data_cost: 0.0010 ips: 12.8214 images/s [11/14 17:23:35] ppdet.engine INFO: Epoch: [34] [1100/3251] learning_rate: 0.147241 loss_vfl: 0.819217 loss_bbox: 0.265676 loss_dfl: 0.182473 loss: 1.277593 eta: 5 days, 8:43:00 batch_cost: 2.2996 data_cost: 0.0013 ips: 12.1759 images/s [11/14 17:24:21] ppdet.engine INFO: Epoch: [34] [1120/3251] learning_rate: 0.147224 loss_vfl: 0.815627 loss_bbox: 0.297325 loss_dfl: 0.196546 loss: 1.318029 eta: 5 days, 8:42:19 batch_cost: 2.2366 data_cost: 0.0009 ips: 12.5191 images/s [11/14 17:25:07] ppdet.engine INFO: Epoch: [34] [1140/3251] learning_rate: 0.147207 loss_vfl: 0.821264 loss_bbox: 0.295795 loss_dfl: 0.187004 loss: 1.313265 eta: 5 days, 8:41:35 batch_cost: 2.1544 data_cost: 0.0010 ips: 12.9965 images/s [11/14 17:25:53] ppdet.engine INFO: Epoch: [34] [1160/3251] learning_rate: 0.147190 loss_vfl: 0.822152 loss_bbox: 0.307563 loss_dfl: 0.187840 loss: 1.327420 eta: 5 days, 8:40:51 batch_cost: 2.1446 data_cost: 0.0011 ips: 13.0559 images/s [11/14 17:26:38] ppdet.engine INFO: Epoch: [34] [1180/3251] learning_rate: 0.147173 loss_vfl: 0.825846 loss_bbox: 0.292101 loss_dfl: 0.194269 loss: 1.316935 eta: 5 days, 8:40:05 batch_cost: 2.0944 data_cost: 0.0009 ips: 13.3687 images/s [11/14 17:27:24] ppdet.engine INFO: Epoch: [34] [1200/3251] learning_rate: 0.147156 loss_vfl: 0.798313 loss_bbox: 0.281331 loss_dfl: 0.179403 loss: 1.276389 eta: 5 days, 8:39:19 batch_cost: 2.1184 data_cost: 0.0016 ips: 13.2178 images/s [11/14 17:28:11] ppdet.engine INFO: Epoch: [34] [1220/3251] learning_rate: 0.147139 loss_vfl: 0.810550 loss_bbox: 0.253970 loss_dfl: 0.170277 loss: 1.261050 eta: 5 days, 8:38:39 batch_cost: 2.2505 data_cost: 0.0022 ips: 12.4417 images/s [11/14 17:28:57] ppdet.engine INFO: Epoch: [34] [1240/3251] learning_rate: 0.147122 loss_vfl: 0.806205 loss_bbox: 0.293076 loss_dfl: 0.193849 loss: 1.332155 eta: 5 days, 8:37:53 batch_cost: 2.0996 data_cost: 0.0010 ips: 13.3357 images/s [11/14 17:29:42] ppdet.engine INFO: Epoch: [34] [1260/3251] learning_rate: 0.147105 loss_vfl: 0.832551 loss_bbox: 0.279956 loss_dfl: 0.172336 loss: 1.295878 eta: 5 days, 8:37:05 batch_cost: 2.0477 data_cost: 0.0010 ips: 13.6738 images/s [11/14 17:30:28] ppdet.engine INFO: Epoch: [34] [1280/3251] learning_rate: 0.147088 loss_vfl: 0.833118 loss_bbox: 0.296150 loss_dfl: 0.192101 loss: 1.310282 eta: 5 days, 8:36:23 batch_cost: 2.2098 data_cost: 0.0013 ips: 12.6706 images/s [11/14 17:31:18] ppdet.engine INFO: Epoch: [34] [1300/3251] learning_rate: 0.147071 loss_vfl: 0.817206 loss_bbox: 0.334500 loss_dfl: 0.198818 loss: 1.329913 eta: 5 days, 8:35:44 batch_cost: 2.2918 data_cost: 0.0009 ips: 12.2174 images/s [11/14 17:32:05] ppdet.engine INFO: Epoch: [34] [1320/3251] learning_rate: 0.147054 loss_vfl: 0.820717 loss_bbox: 0.315463 loss_dfl: 0.203543 loss: 1.343122 eta: 5 days, 8:35:03 batch_cost: 2.2406 data_cost: 0.0010 ips: 12.4969 images/s [11/14 17:32:53] ppdet.engine INFO: Epoch: [34] [1340/3251] learning_rate: 0.147037 loss_vfl: 0.820620 loss_bbox: 0.261961 loss_dfl: 0.179881 loss: 1.287599 eta: 5 days, 8:34:23 batch_cost: 2.2636 data_cost: 0.0009 ips: 12.3698 images/s [11/14 17:33:39] ppdet.engine INFO: Epoch: [34] [1360/3251] learning_rate: 0.147020 loss_vfl: 0.809988 loss_bbox: 0.287068 loss_dfl: 0.187436 loss: 1.291903 eta: 5 days, 8:33:41 batch_cost: 2.2050 data_cost: 0.0009 ips: 12.6982 images/s [11/14 17:34:23] ppdet.engine INFO: Epoch: [34] [1380/3251] learning_rate: 0.147003 loss_vfl: 0.823928 loss_bbox: 0.310292 loss_dfl: 0.197029 loss: 1.341254 eta: 5 days, 8:32:56 batch_cost: 2.1342 data_cost: 0.0010 ips: 13.1195 images/s [11/14 17:35:09] ppdet.engine INFO: Epoch: [34] [1400/3251] learning_rate: 0.146985 loss_vfl: 0.804422 loss_bbox: 0.270124 loss_dfl: 0.183282 loss: 1.263471 eta: 5 days, 8:32:12 batch_cost: 2.1494 data_cost: 0.0009 ips: 13.0270 images/s [11/14 17:35:54] ppdet.engine INFO: Epoch: [34] [1420/3251] learning_rate: 0.146968 loss_vfl: 0.832682 loss_bbox: 0.309587 loss_dfl: 0.198628 loss: 1.315982 eta: 5 days, 8:31:26 batch_cost: 2.0915 data_cost: 0.0010 ips: 13.3876 images/s [11/14 17:36:40] ppdet.engine INFO: Epoch: [34] [1440/3251] learning_rate: 0.146951 loss_vfl: 0.827652 loss_bbox: 0.287480 loss_dfl: 0.192307 loss: 1.316597 eta: 5 days, 8:30:43 batch_cost: 2.1997 data_cost: 0.0010 ips: 12.7289 images/s [11/14 17:37:26] ppdet.engine INFO: Epoch: [34] [1460/3251] learning_rate: 0.146934 loss_vfl: 0.828748 loss_bbox: 0.309445 loss_dfl: 0.203786 loss: 1.337907 eta: 5 days, 8:30:02 batch_cost: 2.2289 data_cost: 0.0011 ips: 12.5621 images/s [11/14 17:38:13] ppdet.engine INFO: Epoch: [34] [1480/3251] learning_rate: 0.146917 loss_vfl: 0.828881 loss_bbox: 0.280673 loss_dfl: 0.187798 loss: 1.306920 eta: 5 days, 8:29:19 batch_cost: 2.1771 data_cost: 0.0011 ips: 12.8613 images/s [11/14 17:38:59] ppdet.engine INFO: Epoch: [34] [1500/3251] learning_rate: 0.146900 loss_vfl: 0.822580 loss_bbox: 0.322465 loss_dfl: 0.210727 loss: 1.346426 eta: 5 days, 8:28:37 batch_cost: 2.2141 data_cost: 0.0012 ips: 12.6464 images/s [11/14 17:39:44] ppdet.engine INFO: Epoch: [34] [1520/3251] learning_rate: 0.146883 loss_vfl: 0.831698 loss_bbox: 0.250076 loss_dfl: 0.178689 loss: 1.302207 eta: 5 days, 8:27:50 batch_cost: 2.0680 data_cost: 0.0010 ips: 13.5399 images/s [11/14 17:40:29] ppdet.engine INFO: Epoch: [34] [1540/3251] learning_rate: 0.146866 loss_vfl: 0.843365 loss_bbox: 0.300322 loss_dfl: 0.188572 loss: 1.323038 eta: 5 days, 8:27:05 batch_cost: 2.1390 data_cost: 0.0010 ips: 13.0900 images/s [11/14 17:41:15] ppdet.engine INFO: Epoch: [34] [1560/3251] learning_rate: 0.146849 loss_vfl: 0.840470 loss_bbox: 0.261563 loss_dfl: 0.182239 loss: 1.287668 eta: 5 days, 8:26:18 batch_cost: 2.0620 data_cost: 0.0009 ips: 13.5793 images/s [11/14 17:42:01] ppdet.engine INFO: Epoch: [34] [1580/3251] learning_rate: 0.146832 loss_vfl: 0.841131 loss_bbox: 0.223866 loss_dfl: 0.157936 loss: 1.261882 eta: 5 days, 8:25:36 batch_cost: 2.2236 data_cost: 0.0011 ips: 12.5919 images/s [11/14 17:42:45] ppdet.engine INFO: Epoch: [34] [1600/3251] learning_rate: 0.146815 loss_vfl: 0.818318 loss_bbox: 0.320103 loss_dfl: 0.206279 loss: 1.377185 eta: 5 days, 8:24:50 batch_cost: 2.0935 data_cost: 0.0009 ips: 13.3748 images/s [11/14 17:43:33] ppdet.engine INFO: Epoch: [34] [1620/3251] learning_rate: 0.146798 loss_vfl: 0.820059 loss_bbox: 0.294789 loss_dfl: 0.193490 loss: 1.320205 eta: 5 days, 8:24:07 batch_cost: 2.1764 data_cost: 0.0010 ips: 12.8654 images/s [11/14 17:44:18] ppdet.engine INFO: Epoch: [34] [1640/3251] learning_rate: 0.146781 loss_vfl: 0.833953 loss_bbox: 0.294611 loss_dfl: 0.182662 loss: 1.311344 eta: 5 days, 8:23:21 batch_cost: 2.1169 data_cost: 0.0014 ips: 13.2266 images/s [11/14 17:45:03] ppdet.engine INFO: Epoch: [34] [1660/3251] learning_rate: 0.146764 loss_vfl: 0.818794 loss_bbox: 0.289354 loss_dfl: 0.195454 loss: 1.305972 eta: 5 days, 8:22:34 batch_cost: 2.0794 data_cost: 0.0009 ips: 13.4652 images/s [11/14 17:45:49] ppdet.engine INFO: Epoch: [34] [1680/3251] learning_rate: 0.146746 loss_vfl: 0.851654 loss_bbox: 0.259190 loss_dfl: 0.173204 loss: 1.260128 eta: 5 days, 8:21:53 batch_cost: 2.2124 data_cost: 0.0009 ips: 12.6559 images/s [11/14 17:46:34] ppdet.engine INFO: Epoch: [34] [1700/3251] learning_rate: 0.146729 loss_vfl: 0.834987 loss_bbox: 0.298073 loss_dfl: 0.195620 loss: 1.335358 eta: 5 days, 8:21:07 batch_cost: 2.1247 data_cost: 0.0010 ips: 13.1780 images/s [11/14 17:47:21] ppdet.engine INFO: Epoch: [34] [1720/3251] learning_rate: 0.146712 loss_vfl: 0.836252 loss_bbox: 0.279063 loss_dfl: 0.185549 loss: 1.310491 eta: 5 days, 8:20:26 batch_cost: 2.2342 data_cost: 0.0011 ips: 12.5327 images/s [11/14 17:48:09] ppdet.engine INFO: Epoch: [34] [1740/3251] learning_rate: 0.146695 loss_vfl: 0.833925 loss_bbox: 0.280053 loss_dfl: 0.185333 loss: 1.318515 eta: 5 days, 8:19:46 batch_cost: 2.2580 data_cost: 0.0009 ips: 12.4006 images/s [11/14 17:48:56] ppdet.engine INFO: Epoch: [34] [1760/3251] learning_rate: 0.146678 loss_vfl: 0.835843 loss_bbox: 0.276412 loss_dfl: 0.183973 loss: 1.280146 eta: 5 days, 8:19:03 batch_cost: 2.1807 data_cost: 0.0009 ips: 12.8396 images/s [11/14 17:49:42] ppdet.engine INFO: Epoch: [34] [1780/3251] learning_rate: 0.146661 loss_vfl: 0.847538 loss_bbox: 0.300704 loss_dfl: 0.201905 loss: 1.313591 eta: 5 days, 8:18:22 batch_cost: 2.2162 data_cost: 0.0010 ips: 12.6344 images/s [11/14 17:50:29] ppdet.engine INFO: Epoch: [34] [1800/3251] learning_rate: 0.146644 loss_vfl: 0.827249 loss_bbox: 0.307338 loss_dfl: 0.195023 loss: 1.317402 eta: 5 days, 8:17:40 batch_cost: 2.2062 data_cost: 0.0009 ips: 12.6914 images/s [11/14 17:51:15] ppdet.engine INFO: Epoch: [34] [1820/3251] learning_rate: 0.146627 loss_vfl: 0.840974 loss_bbox: 0.299530 loss_dfl: 0.191684 loss: 1.330765 eta: 5 days, 8:16:57 batch_cost: 2.2028 data_cost: 0.0009 ips: 12.7112 images/s [11/14 17:52:01] ppdet.engine INFO: Epoch: [34] [1840/3251] learning_rate: 0.146610 loss_vfl: 0.808076 loss_bbox: 0.288736 loss_dfl: 0.185683 loss: 1.285003 eta: 5 days, 8:16:14 batch_cost: 2.1697 data_cost: 0.0010 ips: 12.9047 images/s [11/14 17:52:49] ppdet.engine INFO: Epoch: [34] [1860/3251] learning_rate: 0.146593 loss_vfl: 0.849181 loss_bbox: 0.283800 loss_dfl: 0.194903 loss: 1.341640 eta: 5 days, 8:15:34 batch_cost: 2.2649 data_cost: 0.0010 ips: 12.3627 images/s [11/14 17:53:35] ppdet.engine INFO: Epoch: [34] [1880/3251] learning_rate: 0.146575 loss_vfl: 0.822924 loss_bbox: 0.284570 loss_dfl: 0.174100 loss: 1.283422 eta: 5 days, 8:14:50 batch_cost: 2.1649 data_cost: 0.0010 ips: 12.9337 images/s [11/14 17:54:23] ppdet.engine INFO: Epoch: [34] [1900/3251] learning_rate: 0.146558 loss_vfl: 0.832038 loss_bbox: 0.266595 loss_dfl: 0.187196 loss: 1.282122 eta: 5 days, 8:14:09 batch_cost: 2.2133 data_cost: 0.0010 ips: 12.6510 images/s [11/14 17:55:10] ppdet.engine INFO: Epoch: [34] [1920/3251] learning_rate: 0.146541 loss_vfl: 0.833259 loss_bbox: 0.303354 loss_dfl: 0.200494 loss: 1.334470 eta: 5 days, 8:13:28 batch_cost: 2.2412 data_cost: 0.0010 ips: 12.4935 images/s [11/14 17:55:55] ppdet.engine INFO: Epoch: [34] [1940/3251] learning_rate: 0.146524 loss_vfl: 0.807229 loss_bbox: 0.328763 loss_dfl: 0.218126 loss: 1.376897 eta: 5 days, 8:12:41 batch_cost: 2.0906 data_cost: 0.0009 ips: 13.3933 images/s [11/14 17:56:41] ppdet.engine INFO: Epoch: [34] [1960/3251] learning_rate: 0.146507 loss_vfl: 0.815602 loss_bbox: 0.293688 loss_dfl: 0.184963 loss: 1.307606 eta: 5 days, 8:11:59 batch_cost: 2.1959 data_cost: 0.0012 ips: 12.7512 images/s [11/14 17:57:28] ppdet.engine INFO: Epoch: [34] [1980/3251] learning_rate: 0.146490 loss_vfl: 0.834138 loss_bbox: 0.301908 loss_dfl: 0.198274 loss: 1.299452 eta: 5 days, 8:11:18 batch_cost: 2.2447 data_cost: 0.0012 ips: 12.4736 images/s [11/14 17:58:14] ppdet.engine INFO: Epoch: [34] [2000/3251] learning_rate: 0.146473 loss_vfl: 0.820491 loss_bbox: 0.281372 loss_dfl: 0.184956 loss: 1.299188 eta: 5 days, 8:10:34 batch_cost: 2.1489 data_cost: 0.0010 ips: 13.0299 images/s [11/14 17:59:00] ppdet.engine INFO: Epoch: [34] [2020/3251] learning_rate: 0.146456 loss_vfl: 0.815426 loss_bbox: 0.301341 loss_dfl: 0.201896 loss: 1.315843 eta: 5 days, 8:09:52 batch_cost: 2.2163 data_cost: 0.0009 ips: 12.6337 images/s [11/14 17:59:46] ppdet.engine INFO: Epoch: [34] [2040/3251] learning_rate: 0.146439 loss_vfl: 0.802065 loss_bbox: 0.288313 loss_dfl: 0.199130 loss: 1.267787 eta: 5 days, 8:09:08 batch_cost: 2.1502 data_cost: 0.0009 ips: 13.0222 images/s [11/14 18:00:32] ppdet.engine INFO: Epoch: [34] [2060/3251] learning_rate: 0.146421 loss_vfl: 0.832302 loss_bbox: 0.302236 loss_dfl: 0.200354 loss: 1.309184 eta: 5 days, 8:08:25 batch_cost: 2.1714 data_cost: 0.0010 ips: 12.8947 images/s Corrupt JPEG data: 33378 extraneous bytes before marker 0xe2 [11/14 18:01:18] ppdet.engine INFO: Epoch: [34] [2080/3251] learning_rate: 0.146404 loss_vfl: 0.829638 loss_bbox: 0.278957 loss_dfl: 0.187379 loss: 1.299541 eta: 5 days, 8:07:41 batch_cost: 2.1715 data_cost: 0.0011 ips: 12.8942 images/s [11/14 18:02:03] ppdet.engine INFO: Epoch: [34] [2100/3251] learning_rate: 0.146387 loss_vfl: 0.819993 loss_bbox: 0.251303 loss_dfl: 0.163688 loss: 1.262519 eta: 5 days, 8:06:57 batch_cost: 2.1379 data_cost: 0.0014 ips: 13.0970 images/s [11/14 18:02:51] ppdet.engine INFO: Epoch: [34] [2120/3251] learning_rate: 0.146370 loss_vfl: 0.829871 loss_bbox: 0.291084 loss_dfl: 0.193071 loss: 1.323855 eta: 5 days, 8:06:17 batch_cost: 2.2734 data_cost: 0.0009 ips: 12.3162 images/s [11/14 18:03:37] ppdet.engine INFO: Epoch: [34] [2140/3251] learning_rate: 0.146353 loss_vfl: 0.826782 loss_bbox: 0.288466 loss_dfl: 0.188685 loss: 1.321513 eta: 5 days, 8:05:35 batch_cost: 2.1922 data_cost: 0.0010 ips: 12.7725 images/s [11/14 18:04:24] ppdet.engine INFO: Epoch: [34] [2160/3251] learning_rate: 0.146336 loss_vfl: 0.813607 loss_bbox: 0.322693 loss_dfl: 0.210327 loss: 1.395325 eta: 5 days, 8:04:53 batch_cost: 2.2254 data_cost: 0.0013 ips: 12.5821 images/s [11/14 18:05:09] ppdet.engine INFO: Epoch: [34] [2180/3251] learning_rate: 0.146319 loss_vfl: 0.827710 loss_bbox: 0.243695 loss_dfl: 0.158553 loss: 1.249036 eta: 5 days, 8:04:09 batch_cost: 2.1432 data_cost: 0.0010 ips: 13.0646 images/s [11/14 18:05:56] ppdet.engine INFO: Epoch: [34] [2200/3251] learning_rate: 0.146302 loss_vfl: 0.835500 loss_bbox: 0.280498 loss_dfl: 0.185456 loss: 1.322163 eta: 5 days, 8:03:26 batch_cost: 2.1991 data_cost: 0.0010 ips: 12.7327 images/s [11/14 18:06:42] ppdet.engine INFO: Epoch: [34] [2220/3251] learning_rate: 0.146284 loss_vfl: 0.831226 loss_bbox: 0.264057 loss_dfl: 0.177116 loss: 1.300318 eta: 5 days, 8:02:43 batch_cost: 2.1819 data_cost: 0.0012 ips: 12.8328 images/s [11/14 18:07:28] ppdet.engine INFO: Epoch: [34] [2240/3251] learning_rate: 0.146267 loss_vfl: 0.804301 loss_bbox: 0.285189 loss_dfl: 0.184594 loss: 1.252016 eta: 5 days, 8:01:56 batch_cost: 2.0599 data_cost: 0.0010 ips: 13.5931 images/s [11/14 18:08:16] ppdet.engine INFO: Epoch: [34] [2260/3251] learning_rate: 0.146250 loss_vfl: 0.853723 loss_bbox: 0.282770 loss_dfl: 0.182749 loss: 1.317599 eta: 5 days, 8:01:13 batch_cost: 2.1879 data_cost: 0.0016 ips: 12.7974 images/s [11/14 18:09:02] ppdet.engine INFO: Epoch: [34] [2280/3251] learning_rate: 0.146233 loss_vfl: 0.815688 loss_bbox: 0.306257 loss_dfl: 0.198867 loss: 1.333633 eta: 5 days, 8:00:28 batch_cost: 2.1364 data_cost: 0.0009 ips: 13.1059 images/s [11/14 18:09:49] ppdet.engine INFO: Epoch: [34] [2300/3251] learning_rate: 0.146216 loss_vfl: 0.825567 loss_bbox: 0.289803 loss_dfl: 0.178456 loss: 1.303752 eta: 5 days, 7:59:49 batch_cost: 2.2785 data_cost: 0.0010 ips: 12.2886 images/s [11/14 18:10:34] ppdet.engine INFO: Epoch: [34] [2320/3251] learning_rate: 0.146199 loss_vfl: 0.833870 loss_bbox: 0.312017 loss_dfl: 0.215743 loss: 1.358469 eta: 5 days, 7:59:01 batch_cost: 2.0630 data_cost: 0.0012 ips: 13.5727 images/s [11/14 18:11:21] ppdet.engine INFO: Epoch: [34] [2340/3251] learning_rate: 0.146182 loss_vfl: 0.816231 loss_bbox: 0.319398 loss_dfl: 0.199302 loss: 1.329369 eta: 5 days, 7:58:19 batch_cost: 2.1876 data_cost: 0.0011 ips: 12.7993 images/s [11/14 18:12:07] ppdet.engine INFO: Epoch: [34] [2360/3251] learning_rate: 0.146165 loss_vfl: 0.818201 loss_bbox: 0.267009 loss_dfl: 0.179653 loss: 1.276715 eta: 5 days, 7:57:35 batch_cost: 2.1680 data_cost: 0.0010 ips: 12.9149 images/s [11/14 18:12:51] ppdet.engine INFO: Epoch: [34] [2380/3251] learning_rate: 0.146147 loss_vfl: 0.812351 loss_bbox: 0.302459 loss_dfl: 0.194979 loss: 1.338091 eta: 5 days, 7:56:46 batch_cost: 2.0205 data_cost: 0.0019 ips: 13.8579 images/s [11/14 18:13:37] ppdet.engine INFO: Epoch: [34] [2400/3251] learning_rate: 0.146130 loss_vfl: 0.819190 loss_bbox: 0.270772 loss_dfl: 0.167847 loss: 1.279239 eta: 5 days, 7:56:04 batch_cost: 2.2042 data_cost: 0.0012 ips: 12.7031 images/s [11/14 18:14:26] ppdet.engine INFO: Epoch: [34] [2420/3251] learning_rate: 0.146113 loss_vfl: 0.824211 loss_bbox: 0.297213 loss_dfl: 0.186805 loss: 1.320386 eta: 5 days, 7:55:27 batch_cost: 2.3382 data_cost: 0.0009 ips: 11.9751 images/s [11/14 18:15:12] ppdet.engine INFO: Epoch: [34] [2440/3251] learning_rate: 0.146096 loss_vfl: 0.799123 loss_bbox: 0.297185 loss_dfl: 0.199716 loss: 1.319250 eta: 5 days, 7:54:41 batch_cost: 2.1120 data_cost: 0.0010 ips: 13.2578 images/s [11/14 18:15:56] ppdet.engine INFO: Epoch: [34] [2460/3251] learning_rate: 0.146079 loss_vfl: 0.816118 loss_bbox: 0.317639 loss_dfl: 0.205364 loss: 1.372778 eta: 5 days, 7:53:54 batch_cost: 2.0563 data_cost: 0.0015 ips: 13.6164 images/s [11/14 18:16:42] ppdet.engine INFO: Epoch: [34] [2480/3251] learning_rate: 0.146062 loss_vfl: 0.818502 loss_bbox: 0.334152 loss_dfl: 0.212716 loss: 1.383117 eta: 5 days, 7:53:12 batch_cost: 2.2232 data_cost: 0.0009 ips: 12.5945 images/s [11/14 18:17:29] ppdet.engine INFO: Epoch: [34] [2500/3251] learning_rate: 0.146044 loss_vfl: 0.837772 loss_bbox: 0.287304 loss_dfl: 0.184021 loss: 1.306195 eta: 5 days, 7:52:32 batch_cost: 2.2716 data_cost: 0.0010 ips: 12.3259 images/s [11/14 18:18:12] ppdet.engine INFO: Epoch: [34] [2520/3251] learning_rate: 0.146027 loss_vfl: 0.835890 loss_bbox: 0.281372 loss_dfl: 0.184617 loss: 1.317623 eta: 5 days, 7:51:44 batch_cost: 2.0377 data_cost: 0.0009 ips: 13.7412 images/s [11/14 18:19:00] ppdet.engine INFO: Epoch: [34] [2540/3251] learning_rate: 0.146010 loss_vfl: 0.828469 loss_bbox: 0.297654 loss_dfl: 0.187559 loss: 1.315446 eta: 5 days, 7:51:04 batch_cost: 2.2545 data_cost: 0.0009 ips: 12.4195 images/s [11/14 18:19:47] ppdet.engine INFO: Epoch: [34] [2560/3251] learning_rate: 0.145993 loss_vfl: 0.806295 loss_bbox: 0.307521 loss_dfl: 0.186818 loss: 1.313341 eta: 5 days, 7:50:21 batch_cost: 2.1838 data_cost: 0.0009 ips: 12.8214 images/s [11/14 18:20:32] ppdet.engine INFO: Epoch: [34] [2580/3251] learning_rate: 0.145976 loss_vfl: 0.825282 loss_bbox: 0.248693 loss_dfl: 0.166089 loss: 1.256659 eta: 5 days, 7:49:36 batch_cost: 2.1389 data_cost: 0.0009 ips: 13.0911 images/s [11/14 18:21:17] ppdet.engine INFO: Epoch: [34] [2600/3251] learning_rate: 0.145959 loss_vfl: 0.802542 loss_bbox: 0.273490 loss_dfl: 0.181777 loss: 1.272252 eta: 5 days, 7:48:52 batch_cost: 2.1505 data_cost: 0.0010 ips: 13.0203 images/s [11/14 18:22:04] ppdet.engine INFO: Epoch: [34] [2620/3251] learning_rate: 0.145942 loss_vfl: 0.847236 loss_bbox: 0.276962 loss_dfl: 0.169745 loss: 1.278662 eta: 5 days, 7:48:09 batch_cost: 2.1717 data_cost: 0.0013 ips: 12.8930 images/s [11/14 18:22:49] ppdet.engine INFO: Epoch: [34] [2640/3251] learning_rate: 0.145924 loss_vfl: 0.838103 loss_bbox: 0.317157 loss_dfl: 0.197025 loss: 1.334722 eta: 5 days, 7:47:22 batch_cost: 2.0791 data_cost: 0.0009 ips: 13.4672 images/s [11/14 18:23:33] ppdet.engine INFO: Epoch: [34] [2660/3251] learning_rate: 0.145907 loss_vfl: 0.839784 loss_bbox: 0.289826 loss_dfl: 0.190523 loss: 1.317000 eta: 5 days, 7:46:37 batch_cost: 2.1408 data_cost: 0.0010 ips: 13.0790 images/s [11/14 18:24:20] ppdet.engine INFO: Epoch: [34] [2680/3251] learning_rate: 0.145890 loss_vfl: 0.810907 loss_bbox: 0.285354 loss_dfl: 0.187878 loss: 1.314379 eta: 5 days, 7:45:56 batch_cost: 2.2350 data_cost: 0.0011 ips: 12.5279 images/s [11/14 18:25:05] ppdet.engine INFO: Epoch: [34] [2700/3251] learning_rate: 0.145873 loss_vfl: 0.808215 loss_bbox: 0.288137 loss_dfl: 0.187849 loss: 1.300201 eta: 5 days, 7:45:11 batch_cost: 2.1265 data_cost: 0.0010 ips: 13.1672 images/s [11/14 18:25:52] ppdet.engine INFO: Epoch: [34] [2720/3251] learning_rate: 0.145856 loss_vfl: 0.843611 loss_bbox: 0.310112 loss_dfl: 0.193630 loss: 1.324749 eta: 5 days, 7:44:29 batch_cost: 2.2131 data_cost: 0.0009 ips: 12.6518 images/s [11/14 18:26:38] ppdet.engine INFO: Epoch: [34] [2740/3251] learning_rate: 0.145838 loss_vfl: 0.852341 loss_bbox: 0.279758 loss_dfl: 0.195394 loss: 1.330796 eta: 5 days, 7:43:45 batch_cost: 2.1440 data_cost: 0.0009 ips: 13.0594 images/s [11/14 18:27:24] ppdet.engine INFO: Epoch: [34] [2760/3251] learning_rate: 0.145821 loss_vfl: 0.833220 loss_bbox: 0.329314 loss_dfl: 0.198724 loss: 1.363967 eta: 5 days, 7:43:01 batch_cost: 2.1622 data_cost: 0.0010 ips: 12.9500 images/s [11/14 18:28:11] ppdet.engine INFO: Epoch: [34] [2780/3251] learning_rate: 0.145804 loss_vfl: 0.826507 loss_bbox: 0.300670 loss_dfl: 0.188472 loss: 1.319395 eta: 5 days, 7:42:21 batch_cost: 2.2548 data_cost: 0.0009 ips: 12.4180 images/s [11/14 18:28:56] ppdet.engine INFO: Epoch: [34] [2800/3251] learning_rate: 0.145787 loss_vfl: 0.827739 loss_bbox: 0.308810 loss_dfl: 0.190164 loss: 1.354122 eta: 5 days, 7:41:36 batch_cost: 2.1389 data_cost: 0.0014 ips: 13.0910 images/s [11/14 18:29:42] ppdet.engine INFO: Epoch: [34] [2820/3251] learning_rate: 0.145770 loss_vfl: 0.827287 loss_bbox: 0.315584 loss_dfl: 0.212971 loss: 1.361115 eta: 5 days, 7:40:55 batch_cost: 2.2317 data_cost: 0.0016 ips: 12.5463 images/s [11/14 18:30:27] ppdet.engine INFO: Epoch: [34] [2840/3251] learning_rate: 0.145753 loss_vfl: 0.831825 loss_bbox: 0.278719 loss_dfl: 0.180792 loss: 1.287479 eta: 5 days, 7:40:09 batch_cost: 2.0994 data_cost: 0.0011 ips: 13.3369 images/s [11/14 18:31:14] ppdet.engine INFO: Epoch: [34] [2860/3251] learning_rate: 0.145735 loss_vfl: 0.814310 loss_bbox: 0.298855 loss_dfl: 0.202039 loss: 1.320759 eta: 5 days, 7:39:28 batch_cost: 2.2435 data_cost: 0.0010 ips: 12.4806 images/s [11/14 18:32:01] ppdet.engine INFO: Epoch: [34] [2880/3251] learning_rate: 0.145718 loss_vfl: 0.814393 loss_bbox: 0.279900 loss_dfl: 0.188637 loss: 1.314803 eta: 5 days, 7:38:48 batch_cost: 2.2484 data_cost: 0.0019 ips: 12.4534 images/s [11/14 18:32:49] ppdet.engine INFO: Epoch: [34] [2900/3251] learning_rate: 0.145701 loss_vfl: 0.809540 loss_bbox: 0.272991 loss_dfl: 0.184749 loss: 1.280670 eta: 5 days, 7:38:07 batch_cost: 2.2415 data_cost: 0.0009 ips: 12.4917 images/s [11/14 18:33:36] ppdet.engine INFO: Epoch: [34] [2920/3251] learning_rate: 0.145684 loss_vfl: 0.824139 loss_bbox: 0.280895 loss_dfl: 0.185909 loss: 1.270725 eta: 5 days, 7:37:23 batch_cost: 2.1518 data_cost: 0.0011 ips: 13.0121 images/s [11/14 18:34:23] ppdet.engine INFO: Epoch: [34] [2940/3251] learning_rate: 0.145667 loss_vfl: 0.832866 loss_bbox: 0.309481 loss_dfl: 0.207382 loss: 1.312624 eta: 5 days, 7:36:40 batch_cost: 2.1750 data_cost: 0.0009 ips: 12.8733 images/s [11/14 18:35:08] ppdet.engine INFO: Epoch: [34] [2960/3251] learning_rate: 0.145649 loss_vfl: 0.813532 loss_bbox: 0.286532 loss_dfl: 0.193494 loss: 1.272803 eta: 5 days, 7:35:54 batch_cost: 2.1144 data_cost: 0.0010 ips: 13.2424 images/s [11/14 18:35:56] ppdet.engine INFO: Epoch: [34] [2980/3251] learning_rate: 0.145632 loss_vfl: 0.808468 loss_bbox: 0.291249 loss_dfl: 0.186609 loss: 1.284019 eta: 5 days, 7:35:14 batch_cost: 2.2523 data_cost: 0.0009 ips: 12.4317 images/s [11/14 18:36:40] ppdet.engine INFO: Epoch: [34] [3000/3251] learning_rate: 0.145615 loss_vfl: 0.825737 loss_bbox: 0.294805 loss_dfl: 0.192151 loss: 1.303442 eta: 5 days, 7:34:28 batch_cost: 2.1112 data_cost: 0.0010 ips: 13.2626 images/s [11/14 18:37:25] ppdet.engine INFO: Epoch: [34] [3020/3251] learning_rate: 0.145598 loss_vfl: 0.815133 loss_bbox: 0.291067 loss_dfl: 0.193397 loss: 1.302488 eta: 5 days, 7:33:40 batch_cost: 2.0529 data_cost: 0.0010 ips: 13.6395 images/s [11/14 18:38:09] ppdet.engine INFO: Epoch: [34] [3040/3251] learning_rate: 0.145581 loss_vfl: 0.821110 loss_bbox: 0.296237 loss_dfl: 0.179494 loss: 1.287055 eta: 5 days, 7:32:55 batch_cost: 2.1217 data_cost: 0.0009 ips: 13.1972 images/s [11/14 18:38:56] ppdet.engine INFO: Epoch: [34] [3060/3251] learning_rate: 0.145563 loss_vfl: 0.816040 loss_bbox: 0.287077 loss_dfl: 0.184763 loss: 1.291541 eta: 5 days, 7:32:12 batch_cost: 2.1768 data_cost: 0.0010 ips: 12.8626 images/s [11/14 18:39:42] ppdet.engine INFO: Epoch: [34] [3080/3251] learning_rate: 0.145546 loss_vfl: 0.801182 loss_bbox: 0.294284 loss_dfl: 0.190291 loss: 1.317387 eta: 5 days, 7:31:29 batch_cost: 2.1883 data_cost: 0.0011 ips: 12.7951 images/s [11/14 18:40:27] ppdet.engine INFO: Epoch: [34] [3100/3251] learning_rate: 0.145529 loss_vfl: 0.815818 loss_bbox: 0.316327 loss_dfl: 0.198970 loss: 1.324246 eta: 5 days, 7:30:46 batch_cost: 2.1809 data_cost: 0.0010 ips: 12.8388 images/s [11/14 18:41:14] ppdet.engine INFO: Epoch: [34] [3120/3251] learning_rate: 0.145512 loss_vfl: 0.819503 loss_bbox: 0.306798 loss_dfl: 0.188438 loss: 1.312433 eta: 5 days, 7:30:05 batch_cost: 2.2302 data_cost: 0.0009 ips: 12.5547 images/s [11/14 18:42:00] ppdet.engine INFO: Epoch: [34] [3140/3251] learning_rate: 0.145495 loss_vfl: 0.831083 loss_bbox: 0.298176 loss_dfl: 0.196930 loss: 1.339664 eta: 5 days, 7:29:22 batch_cost: 2.1735 data_cost: 0.0012 ips: 12.8823 images/s [11/14 18:42:45] ppdet.engine INFO: Epoch: [34] [3160/3251] learning_rate: 0.145477 loss_vfl: 0.836017 loss_bbox: 0.259322 loss_dfl: 0.177817 loss: 1.289627 eta: 5 days, 7:28:35 batch_cost: 2.0915 data_cost: 0.0010 ips: 13.3876 images/s [11/14 18:43:30] ppdet.engine INFO: Epoch: [34] [3180/3251] learning_rate: 0.145460 loss_vfl: 0.839212 loss_bbox: 0.267118 loss_dfl: 0.173790 loss: 1.309152 eta: 5 days, 7:27:49 batch_cost: 2.0865 data_cost: 0.0011 ips: 13.4197 images/s [11/14 18:44:18] ppdet.engine INFO: Epoch: [34] [3200/3251] learning_rate: 0.145443 loss_vfl: 0.840082 loss_bbox: 0.281775 loss_dfl: 0.190790 loss: 1.326356 eta: 5 days, 7:27:08 batch_cost: 2.2556 data_cost: 0.0010 ips: 12.4134 images/s [11/14 18:45:04] ppdet.engine INFO: Epoch: [34] [3220/3251] learning_rate: 0.145426 loss_vfl: 0.823724 loss_bbox: 0.265399 loss_dfl: 0.188880 loss: 1.296448 eta: 5 days, 7:26:25 batch_cost: 2.1708 data_cost: 0.0010 ips: 12.8985 images/s [11/14 18:45:50] ppdet.engine INFO: Epoch: [34] [3240/3251] learning_rate: 0.145409 loss_vfl: 0.829440 loss_bbox: 0.303527 loss_dfl: 0.204859 loss: 1.321929 eta: 5 days, 7:25:43 batch_cost: 2.2021 data_cost: 0.0014 ips: 12.7154 images/s [11/14 18:46:29] ppdet.engine INFO: Epoch: [35] [ 0/3251] learning_rate: 0.145399 loss_vfl: 0.829570 loss_bbox: 0.288900 loss_dfl: 0.185624 loss: 1.303388 eta: 5 days, 7:25:32 batch_cost: 2.4948 data_cost: 0.8732 ips: 11.2232 images/s [11/14 18:47:22] ppdet.engine INFO: Epoch: [35] [ 20/3251] learning_rate: 0.145382 loss_vfl: 0.819930 loss_bbox: 0.281336 loss_dfl: 0.186613 loss: 1.298321 eta: 5 days, 7:25:01 batch_cost: 2.5090 data_cost: 0.0009 ips: 11.1596 images/s [11/14 18:48:09] ppdet.engine INFO: Epoch: [35] [ 40/3251] learning_rate: 0.145365 loss_vfl: 0.815368 loss_bbox: 0.292498 loss_dfl: 0.186039 loss: 1.279545 eta: 5 days, 7:24:19 batch_cost: 2.2216 data_cost: 0.0014 ips: 12.6037 images/s [11/14 18:48:57] ppdet.engine INFO: Epoch: [35] [ 60/3251] learning_rate: 0.145347 loss_vfl: 0.821789 loss_bbox: 0.273266 loss_dfl: 0.179601 loss: 1.258125 eta: 5 days, 7:23:40 batch_cost: 2.2783 data_cost: 0.0009 ips: 12.2896 images/s [11/14 18:49:45] ppdet.engine INFO: Epoch: [35] [ 80/3251] learning_rate: 0.145330 loss_vfl: 0.819869 loss_bbox: 0.288550 loss_dfl: 0.185964 loss: 1.285692 eta: 5 days, 7:23:01 batch_cost: 2.2771 data_cost: 0.0010 ips: 12.2965 images/s [11/14 18:50:30] ppdet.engine INFO: Epoch: [35] [ 100/3251] learning_rate: 0.145313 loss_vfl: 0.825423 loss_bbox: 0.245418 loss_dfl: 0.173218 loss: 1.268420 eta: 5 days, 7:22:14 batch_cost: 2.0753 data_cost: 0.0009 ips: 13.4918 images/s [11/14 18:51:16] ppdet.engine INFO: Epoch: [35] [ 120/3251] learning_rate: 0.145296 loss_vfl: 0.818908 loss_bbox: 0.305139 loss_dfl: 0.198846 loss: 1.342987 eta: 5 days, 7:21:31 batch_cost: 2.1995 data_cost: 0.0009 ips: 12.7303 images/s [11/14 18:52:02] ppdet.engine INFO: Epoch: [35] [ 140/3251] learning_rate: 0.145278 loss_vfl: 0.818616 loss_bbox: 0.298664 loss_dfl: 0.189170 loss: 1.297449 eta: 5 days, 7:20:48 batch_cost: 2.1784 data_cost: 0.0012 ips: 12.8533 images/s [11/14 18:52:49] ppdet.engine INFO: Epoch: [35] [ 160/3251] learning_rate: 0.145261 loss_vfl: 0.809694 loss_bbox: 0.275382 loss_dfl: 0.190570 loss: 1.290333 eta: 5 days, 7:20:06 batch_cost: 2.2109 data_cost: 0.0019 ips: 12.6644 images/s [11/14 18:53:39] ppdet.engine INFO: Epoch: [35] [ 180/3251] learning_rate: 0.145244 loss_vfl: 0.836143 loss_bbox: 0.276286 loss_dfl: 0.177890 loss: 1.286435 eta: 5 days, 7:19:32 batch_cost: 2.4168 data_cost: 0.0010 ips: 11.5858 images/s [11/14 18:54:26] ppdet.engine INFO: Epoch: [35] [ 200/3251] learning_rate: 0.145227 loss_vfl: 0.837582 loss_bbox: 0.255736 loss_dfl: 0.177936 loss: 1.284388 eta: 5 days, 7:18:47 batch_cost: 2.1379 data_cost: 0.0012 ips: 13.0969 images/s [11/14 18:55:11] ppdet.engine INFO: Epoch: [35] [ 220/3251] learning_rate: 0.145210 loss_vfl: 0.842176 loss_bbox: 0.296295 loss_dfl: 0.201949 loss: 1.343121 eta: 5 days, 7:18:04 batch_cost: 2.1907 data_cost: 0.0012 ips: 12.7813 images/s [11/14 18:55:57] ppdet.engine INFO: Epoch: [35] [ 240/3251] learning_rate: 0.145192 loss_vfl: 0.823936 loss_bbox: 0.273939 loss_dfl: 0.177630 loss: 1.253809 eta: 5 days, 7:17:17 batch_cost: 2.0712 data_cost: 0.0010 ips: 13.5186 images/s [11/14 18:56:44] ppdet.engine INFO: Epoch: [35] [ 260/3251] learning_rate: 0.145175 loss_vfl: 0.809822 loss_bbox: 0.328499 loss_dfl: 0.214921 loss: 1.344827 eta: 5 days, 7:16:38 batch_cost: 2.2693 data_cost: 0.0010 ips: 12.3384 images/s [11/14 18:57:30] ppdet.engine INFO: Epoch: [35] [ 280/3251] learning_rate: 0.145158 loss_vfl: 0.825562 loss_bbox: 0.284941 loss_dfl: 0.193475 loss: 1.307752 eta: 5 days, 7:15:55 batch_cost: 2.1833 data_cost: 0.0009 ips: 12.8249 images/s [11/14 18:58:18] ppdet.engine INFO: Epoch: [35] [ 300/3251] learning_rate: 0.145141 loss_vfl: 0.827293 loss_bbox: 0.295752 loss_dfl: 0.183696 loss: 1.307965 eta: 5 days, 7:15:17 batch_cost: 2.3245 data_cost: 0.0169 ips: 12.0456 images/s [11/14 18:59:04] ppdet.engine INFO: Epoch: [35] [ 320/3251] learning_rate: 0.145123 loss_vfl: 0.814626 loss_bbox: 0.304658 loss_dfl: 0.205185 loss: 1.316564 eta: 5 days, 7:14:33 batch_cost: 2.1684 data_cost: 0.0010 ips: 12.9125 images/s [11/14 18:59:49] ppdet.engine INFO: Epoch: [35] [ 340/3251] learning_rate: 0.145106 loss_vfl: 0.817845 loss_bbox: 0.310742 loss_dfl: 0.207827 loss: 1.345640 eta: 5 days, 7:13:48 batch_cost: 2.1297 data_cost: 0.0010 ips: 13.1476 images/s [11/14 19:00:38] ppdet.engine INFO: Epoch: [35] [ 360/3251] learning_rate: 0.145089 loss_vfl: 0.812019 loss_bbox: 0.291022 loss_dfl: 0.195706 loss: 1.312509 eta: 5 days, 7:13:08 batch_cost: 2.2528 data_cost: 0.0011 ips: 12.4289 images/s [11/14 19:01:25] ppdet.engine INFO: Epoch: [35] [ 380/3251] learning_rate: 0.145072 loss_vfl: 0.807999 loss_bbox: 0.311489 loss_dfl: 0.193158 loss: 1.325195 eta: 5 days, 7:12:29 batch_cost: 2.2772 data_cost: 0.0009 ips: 12.2956 images/s [11/14 19:02:11] ppdet.engine INFO: Epoch: [35] [ 400/3251] learning_rate: 0.145054 loss_vfl: 0.830997 loss_bbox: 0.304654 loss_dfl: 0.198262 loss: 1.350584 eta: 5 days, 7:11:44 batch_cost: 2.1391 data_cost: 0.0014 ips: 13.0899 images/s [11/14 19:02:55] ppdet.engine INFO: Epoch: [35] [ 420/3251] learning_rate: 0.145037 loss_vfl: 0.800984 loss_bbox: 0.305856 loss_dfl: 0.205519 loss: 1.317204 eta: 5 days, 7:10:57 batch_cost: 2.0668 data_cost: 0.0010 ips: 13.5478 images/s [11/14 19:03:43] ppdet.engine INFO: Epoch: [35] [ 440/3251] learning_rate: 0.145020 loss_vfl: 0.821759 loss_bbox: 0.274064 loss_dfl: 0.180121 loss: 1.309527 eta: 5 days, 7:10:16 batch_cost: 2.2457 data_cost: 0.0010 ips: 12.4684 images/s [11/14 19:04:31] ppdet.engine INFO: Epoch: [35] [ 460/3251] learning_rate: 0.145003 loss_vfl: 0.834837 loss_bbox: 0.286499 loss_dfl: 0.196151 loss: 1.335714 eta: 5 days, 7:09:36 batch_cost: 2.2640 data_cost: 0.0009 ips: 12.3676 images/s [11/14 19:05:19] ppdet.engine INFO: Epoch: [35] [ 480/3251] learning_rate: 0.144985 loss_vfl: 0.824743 loss_bbox: 0.288379 loss_dfl: 0.188987 loss: 1.312161 eta: 5 days, 7:08:56 batch_cost: 2.2514 data_cost: 0.0009 ips: 12.4365 images/s [11/14 19:06:04] ppdet.engine INFO: Epoch: [35] [ 500/3251] learning_rate: 0.144968 loss_vfl: 0.784980 loss_bbox: 0.276504 loss_dfl: 0.183329 loss: 1.276691 eta: 5 days, 7:08:11 batch_cost: 2.1415 data_cost: 0.0011 ips: 13.0749 images/s [11/14 19:06:50] ppdet.engine INFO: Epoch: [35] [ 520/3251] learning_rate: 0.144951 loss_vfl: 0.835855 loss_bbox: 0.277665 loss_dfl: 0.193134 loss: 1.299448 eta: 5 days, 7:07:25 batch_cost: 2.1028 data_cost: 0.0009 ips: 13.3159 images/s [11/14 19:07:38] ppdet.engine INFO: Epoch: [35] [ 540/3251] learning_rate: 0.144933 loss_vfl: 0.809344 loss_bbox: 0.296795 loss_dfl: 0.189312 loss: 1.290313 eta: 5 days, 7:06:46 batch_cost: 2.2796 data_cost: 0.0010 ips: 12.2830 images/s [11/14 19:08:23] ppdet.engine INFO: Epoch: [35] [ 560/3251] learning_rate: 0.144916 loss_vfl: 0.835479 loss_bbox: 0.299201 loss_dfl: 0.187851 loss: 1.315477 eta: 5 days, 7:06:03 batch_cost: 2.1785 data_cost: 0.0010 ips: 12.8526 images/s [11/14 19:09:07] ppdet.engine INFO: Epoch: [35] [ 580/3251] learning_rate: 0.144899 loss_vfl: 0.846995 loss_bbox: 0.291695 loss_dfl: 0.186238 loss: 1.327319 eta: 5 days, 7:05:17 batch_cost: 2.1141 data_cost: 0.0010 ips: 13.2447 images/s [11/14 19:09:55] ppdet.engine INFO: Epoch: [35] [ 600/3251] learning_rate: 0.144882 loss_vfl: 0.806449 loss_bbox: 0.285989 loss_dfl: 0.191784 loss: 1.295360 eta: 5 days, 7:04:35 batch_cost: 2.2130 data_cost: 0.0011 ips: 12.6527 images/s [11/14 19:10:43] ppdet.engine INFO: Epoch: [35] [ 620/3251] learning_rate: 0.144864 loss_vfl: 0.815961 loss_bbox: 0.320288 loss_dfl: 0.199538 loss: 1.343585 eta: 5 days, 7:03:56 batch_cost: 2.2894 data_cost: 0.0010 ips: 12.2303 images/s [11/14 19:11:30] ppdet.engine INFO: Epoch: [35] [ 640/3251] learning_rate: 0.144847 loss_vfl: 0.824067 loss_bbox: 0.284975 loss_dfl: 0.183030 loss: 1.305372 eta: 5 days, 7:03:14 batch_cost: 2.1957 data_cost: 0.0010 ips: 12.7521 images/s [11/14 19:12:17] ppdet.engine INFO: Epoch: [35] [ 660/3251] learning_rate: 0.144830 loss_vfl: 0.837383 loss_bbox: 0.284586 loss_dfl: 0.180447 loss: 1.281826 eta: 5 days, 7:02:34 batch_cost: 2.2748 data_cost: 0.0010 ips: 12.3087 images/s [11/14 19:13:01] ppdet.engine INFO: Epoch: [35] [ 680/3251] learning_rate: 0.144813 loss_vfl: 0.848706 loss_bbox: 0.275183 loss_dfl: 0.173522 loss: 1.293592 eta: 5 days, 7:01:46 batch_cost: 2.0444 data_cost: 0.0009 ips: 13.6963 images/s [11/14 19:13:49] ppdet.engine INFO: Epoch: [35] [ 700/3251] learning_rate: 0.144795 loss_vfl: 0.824287 loss_bbox: 0.266255 loss_dfl: 0.188118 loss: 1.312591 eta: 5 days, 7:01:05 batch_cost: 2.2460 data_cost: 0.0010 ips: 12.4667 images/s [11/14 19:14:36] ppdet.engine INFO: Epoch: [35] [ 720/3251] learning_rate: 0.144778 loss_vfl: 0.836453 loss_bbox: 0.296993 loss_dfl: 0.185169 loss: 1.289989 eta: 5 days, 7:00:25 batch_cost: 2.2505 data_cost: 0.0010 ips: 12.4419 images/s [11/14 19:15:23] ppdet.engine INFO: Epoch: [35] [ 740/3251] learning_rate: 0.144761 loss_vfl: 0.805199 loss_bbox: 0.320077 loss_dfl: 0.192058 loss: 1.290439 eta: 5 days, 6:59:43 batch_cost: 2.2216 data_cost: 0.0010 ips: 12.6037 images/s [11/14 19:16:07] ppdet.engine INFO: Epoch: [35] [ 760/3251] learning_rate: 0.144743 loss_vfl: 0.816931 loss_bbox: 0.309733 loss_dfl: 0.208858 loss: 1.335273 eta: 5 days, 6:58:54 batch_cost: 2.0240 data_cost: 0.0009 ips: 13.8338 images/s [11/14 19:16:54] ppdet.engine INFO: Epoch: [35] [ 780/3251] learning_rate: 0.144726 loss_vfl: 0.823103 loss_bbox: 0.288336 loss_dfl: 0.181910 loss: 1.293687 eta: 5 days, 6:58:13 batch_cost: 2.2265 data_cost: 0.0010 ips: 12.5757 images/s [11/14 19:17:40] ppdet.engine INFO: Epoch: [35] [ 800/3251] learning_rate: 0.144709 loss_vfl: 0.797940 loss_bbox: 0.285127 loss_dfl: 0.187549 loss: 1.316587 eta: 5 days, 6:57:27 batch_cost: 2.1170 data_cost: 0.0010 ips: 13.2261 images/s [11/14 19:18:23] ppdet.engine INFO: Epoch: [35] [ 820/3251] learning_rate: 0.144692 loss_vfl: 0.816280 loss_bbox: 0.305447 loss_dfl: 0.194255 loss: 1.316777 eta: 5 days, 6:56:40 batch_cost: 2.0550 data_cost: 0.0010 ips: 13.6251 images/s [11/14 19:19:10] ppdet.engine INFO: Epoch: [35] [ 840/3251] learning_rate: 0.144674 loss_vfl: 0.825995 loss_bbox: 0.287453 loss_dfl: 0.194574 loss: 1.284598 eta: 5 days, 6:55:56 batch_cost: 2.1655 data_cost: 0.0012 ips: 12.9300 images/s [11/14 19:19:58] ppdet.engine INFO: Epoch: [35] [ 860/3251] learning_rate: 0.144657 loss_vfl: 0.836550 loss_bbox: 0.314174 loss_dfl: 0.206718 loss: 1.374391 eta: 5 days, 6:55:16 batch_cost: 2.2607 data_cost: 0.0009 ips: 12.3854 images/s [11/14 19:20:44] ppdet.engine INFO: Epoch: [35] [ 880/3251] learning_rate: 0.144640 loss_vfl: 0.816463 loss_bbox: 0.281132 loss_dfl: 0.178212 loss: 1.310742 eta: 5 days, 6:54:32 batch_cost: 2.1542 data_cost: 0.0010 ips: 12.9980 images/s [11/14 19:21:30] ppdet.engine INFO: Epoch: [35] [ 900/3251] learning_rate: 0.144622 loss_vfl: 0.805708 loss_bbox: 0.293084 loss_dfl: 0.196971 loss: 1.304824 eta: 5 days, 6:53:48 batch_cost: 2.1464 data_cost: 0.0010 ips: 13.0452 images/s [11/14 19:22:18] ppdet.engine INFO: Epoch: [35] [ 920/3251] learning_rate: 0.144605 loss_vfl: 0.836917 loss_bbox: 0.304419 loss_dfl: 0.201399 loss: 1.341114 eta: 5 days, 6:53:06 batch_cost: 2.2185 data_cost: 0.0010 ips: 12.6209 images/s [11/14 19:23:03] ppdet.engine INFO: Epoch: [35] [ 940/3251] learning_rate: 0.144588 loss_vfl: 0.839279 loss_bbox: 0.287097 loss_dfl: 0.180866 loss: 1.284050 eta: 5 days, 6:52:22 batch_cost: 2.1566 data_cost: 0.0017 ips: 12.9834 images/s [11/14 19:23:49] ppdet.engine INFO: Epoch: [35] [ 960/3251] learning_rate: 0.144571 loss_vfl: 0.820104 loss_bbox: 0.260944 loss_dfl: 0.183773 loss: 1.252246 eta: 5 days, 6:51:37 batch_cost: 2.1373 data_cost: 0.0009 ips: 13.1004 images/s [11/14 19:24:34] ppdet.engine INFO: Epoch: [35] [ 980/3251] learning_rate: 0.144553 loss_vfl: 0.802460 loss_bbox: 0.316922 loss_dfl: 0.195213 loss: 1.320730 eta: 5 days, 6:50:52 batch_cost: 2.1282 data_cost: 0.0009 ips: 13.1567 images/s [11/14 19:25:20] ppdet.engine INFO: Epoch: [35] [1000/3251] learning_rate: 0.144536 loss_vfl: 0.814811 loss_bbox: 0.291232 loss_dfl: 0.193086 loss: 1.320989 eta: 5 days, 6:50:04 batch_cost: 2.0440 data_cost: 0.0016 ips: 13.6983 images/s [11/14 19:26:07] ppdet.engine INFO: Epoch: [35] [1020/3251] learning_rate: 0.144519 loss_vfl: 0.830488 loss_bbox: 0.268563 loss_dfl: 0.177572 loss: 1.334183 eta: 5 days, 6:49:24 batch_cost: 2.2478 data_cost: 0.0010 ips: 12.4567 images/s [11/14 19:26:54] ppdet.engine INFO: Epoch: [35] [1040/3251] learning_rate: 0.144501 loss_vfl: 0.822312 loss_bbox: 0.288669 loss_dfl: 0.187159 loss: 1.286509 eta: 5 days, 6:48:41 batch_cost: 2.1873 data_cost: 0.0014 ips: 12.8010 images/s [11/14 19:27:39] ppdet.engine INFO: Epoch: [35] [1060/3251] learning_rate: 0.144484 loss_vfl: 0.811956 loss_bbox: 0.289913 loss_dfl: 0.200931 loss: 1.294628 eta: 5 days, 6:47:52 batch_cost: 2.0174 data_cost: 0.0019 ips: 13.8796 images/s [11/14 19:28:25] ppdet.engine INFO: Epoch: [35] [1080/3251] learning_rate: 0.144467 loss_vfl: 0.824518 loss_bbox: 0.293487 loss_dfl: 0.181278 loss: 1.318085 eta: 5 days, 6:47:07 batch_cost: 2.1440 data_cost: 0.0011 ips: 13.0599 images/s [11/14 19:29:10] ppdet.engine INFO: Epoch: [35] [1100/3251] learning_rate: 0.144449 loss_vfl: 0.821034 loss_bbox: 0.302083 loss_dfl: 0.198148 loss: 1.342719 eta: 5 days, 6:46:21 batch_cost: 2.0797 data_cost: 0.0013 ips: 13.4637 images/s [11/14 19:29:56] ppdet.engine INFO: Epoch: [35] [1120/3251] learning_rate: 0.144432 loss_vfl: 0.815153 loss_bbox: 0.285577 loss_dfl: 0.183599 loss: 1.307643 eta: 5 days, 6:45:37 batch_cost: 2.1757 data_cost: 0.0014 ips: 12.8693 images/s [11/14 19:30:43] ppdet.engine INFO: Epoch: [35] [1140/3251] learning_rate: 0.144415 loss_vfl: 0.837487 loss_bbox: 0.273251 loss_dfl: 0.177708 loss: 1.286581 eta: 5 days, 6:44:55 batch_cost: 2.1879 data_cost: 0.0009 ips: 12.7975 images/s [11/14 19:31:30] ppdet.engine INFO: Epoch: [35] [1160/3251] learning_rate: 0.144397 loss_vfl: 0.804953 loss_bbox: 0.242793 loss_dfl: 0.171343 loss: 1.196403 eta: 5 days, 6:44:12 batch_cost: 2.1955 data_cost: 0.0009 ips: 12.7532 images/s [11/14 19:32:15] ppdet.engine INFO: Epoch: [35] [1180/3251] learning_rate: 0.144380 loss_vfl: 0.794561 loss_bbox: 0.259108 loss_dfl: 0.169433 loss: 1.235281 eta: 5 days, 6:43:25 batch_cost: 2.0764 data_cost: 0.0009 ips: 13.4848 images/s [11/14 19:33:02] ppdet.engine INFO: Epoch: [35] [1200/3251] learning_rate: 0.144363 loss_vfl: 0.820362 loss_bbox: 0.289367 loss_dfl: 0.182690 loss: 1.278690 eta: 5 days, 6:42:44 batch_cost: 2.2348 data_cost: 0.0010 ips: 12.5289 images/s [11/14 19:33:47] ppdet.engine INFO: Epoch: [35] [1220/3251] learning_rate: 0.144345 loss_vfl: 0.797469 loss_bbox: 0.280645 loss_dfl: 0.183508 loss: 1.281583 eta: 5 days, 6:41:59 batch_cost: 2.1175 data_cost: 0.0009 ips: 13.2234 images/s [11/14 19:34:33] ppdet.engine INFO: Epoch: [35] [1240/3251] learning_rate: 0.144328 loss_vfl: 0.827866 loss_bbox: 0.260495 loss_dfl: 0.176142 loss: 1.257234 eta: 5 days, 6:41:17 batch_cost: 2.2270 data_cost: 0.0015 ips: 12.5729 images/s [11/14 19:35:19] ppdet.engine INFO: Epoch: [35] [1260/3251] learning_rate: 0.144311 loss_vfl: 0.809801 loss_bbox: 0.263646 loss_dfl: 0.188060 loss: 1.250410 eta: 5 days, 6:40:33 batch_cost: 2.1346 data_cost: 0.0010 ips: 13.1169 images/s [11/14 19:36:06] ppdet.engine INFO: Epoch: [35] [1280/3251] learning_rate: 0.144293 loss_vfl: 0.818947 loss_bbox: 0.301869 loss_dfl: 0.194093 loss: 1.316957 eta: 5 days, 6:39:52 batch_cost: 2.2439 data_cost: 0.0010 ips: 12.4780 images/s [11/14 19:36:53] ppdet.engine INFO: Epoch: [35] [1300/3251] learning_rate: 0.144276 loss_vfl: 0.808909 loss_bbox: 0.267681 loss_dfl: 0.180497 loss: 1.275704 eta: 5 days, 6:39:07 batch_cost: 2.1310 data_cost: 0.0013 ips: 13.1391 images/s [11/14 19:37:39] ppdet.engine INFO: Epoch: [35] [1320/3251] learning_rate: 0.144259 loss_vfl: 0.843264 loss_bbox: 0.304734 loss_dfl: 0.186272 loss: 1.336030 eta: 5 days, 6:38:22 batch_cost: 2.1331 data_cost: 0.0009 ips: 13.1262 images/s [11/14 19:38:26] ppdet.engine INFO: Epoch: [35] [1340/3251] learning_rate: 0.144242 loss_vfl: 0.812802 loss_bbox: 0.282507 loss_dfl: 0.195446 loss: 1.305128 eta: 5 days, 6:37:41 batch_cost: 2.2394 data_cost: 0.0011 ips: 12.5035 images/s [11/14 19:39:13] ppdet.engine INFO: Epoch: [35] [1360/3251] learning_rate: 0.144224 loss_vfl: 0.826639 loss_bbox: 0.295602 loss_dfl: 0.198875 loss: 1.330201 eta: 5 days, 6:36:58 batch_cost: 2.1878 data_cost: 0.0010 ips: 12.7984 images/s [11/14 19:39:58] ppdet.engine INFO: Epoch: [35] [1380/3251] learning_rate: 0.144207 loss_vfl: 0.812171 loss_bbox: 0.241422 loss_dfl: 0.176029 loss: 1.271769 eta: 5 days, 6:36:15 batch_cost: 2.1779 data_cost: 0.0009 ips: 12.8563 images/s [11/14 19:40:45] ppdet.engine INFO: Epoch: [35] [1400/3251] learning_rate: 0.144190 loss_vfl: 0.855704 loss_bbox: 0.293587 loss_dfl: 0.190130 loss: 1.334630 eta: 5 days, 6:35:32 batch_cost: 2.1807 data_cost: 0.0010 ips: 12.8400 images/s [11/14 19:41:30] ppdet.engine INFO: Epoch: [35] [1420/3251] learning_rate: 0.144172 loss_vfl: 0.807237 loss_bbox: 0.268428 loss_dfl: 0.177466 loss: 1.258447 eta: 5 days, 6:34:45 batch_cost: 2.0626 data_cost: 0.0012 ips: 13.5748 images/s [11/14 19:42:15] ppdet.engine INFO: Epoch: [35] [1440/3251] learning_rate: 0.144155 loss_vfl: 0.814542 loss_bbox: 0.299487 loss_dfl: 0.192271 loss: 1.308482 eta: 5 days, 6:34:00 batch_cost: 2.1285 data_cost: 0.0011 ips: 13.1549 images/s [11/14 19:43:01] ppdet.engine INFO: Epoch: [35] [1460/3251] learning_rate: 0.144137 loss_vfl: 0.810043 loss_bbox: 0.306718 loss_dfl: 0.202850 loss: 1.329901 eta: 5 days, 6:33:15 batch_cost: 2.1308 data_cost: 0.0011 ips: 13.1404 images/s [11/14 19:43:49] ppdet.engine INFO: Epoch: [35] [1480/3251] learning_rate: 0.144120 loss_vfl: 0.805266 loss_bbox: 0.267974 loss_dfl: 0.176131 loss: 1.250059 eta: 5 days, 6:32:35 batch_cost: 2.2683 data_cost: 0.0009 ips: 12.3441 images/s [11/14 19:44:34] ppdet.engine INFO: Epoch: [35] [1500/3251] learning_rate: 0.144103 loss_vfl: 0.834538 loss_bbox: 0.308982 loss_dfl: 0.194507 loss: 1.340804 eta: 5 days, 6:31:49 batch_cost: 2.1070 data_cost: 0.0011 ips: 13.2892 images/s [11/14 19:45:22] ppdet.engine INFO: Epoch: [35] [1520/3251] learning_rate: 0.144085 loss_vfl: 0.805269 loss_bbox: 0.250738 loss_dfl: 0.182590 loss: 1.247084 eta: 5 days, 6:31:09 batch_cost: 2.2609 data_cost: 0.0010 ips: 12.3847 images/s [11/14 19:46:08] ppdet.engine INFO: Epoch: [35] [1540/3251] learning_rate: 0.144068 loss_vfl: 0.819444 loss_bbox: 0.291924 loss_dfl: 0.195004 loss: 1.311948 eta: 5 days, 6:30:27 batch_cost: 2.2037 data_cost: 0.0010 ips: 12.7059 images/s [11/14 19:46:53] ppdet.engine INFO: Epoch: [35] [1560/3251] learning_rate: 0.144051 loss_vfl: 0.825382 loss_bbox: 0.280512 loss_dfl: 0.192290 loss: 1.290224 eta: 5 days, 6:29:42 batch_cost: 2.1249 data_cost: 0.0009 ips: 13.1769 images/s [11/14 19:47:40] ppdet.engine INFO: Epoch: [35] [1580/3251] learning_rate: 0.144033 loss_vfl: 0.824425 loss_bbox: 0.280515 loss_dfl: 0.189128 loss: 1.290675 eta: 5 days, 6:29:01 batch_cost: 2.2324 data_cost: 0.0010 ips: 12.5426 images/s [11/14 19:48:26] ppdet.engine INFO: Epoch: [35] [1600/3251] learning_rate: 0.144016 loss_vfl: 0.810245 loss_bbox: 0.268709 loss_dfl: 0.181997 loss: 1.274242 eta: 5 days, 6:28:17 batch_cost: 2.1761 data_cost: 0.0010 ips: 12.8670 images/s [11/14 19:49:16] ppdet.engine INFO: Epoch: [35] [1620/3251] learning_rate: 0.143999 loss_vfl: 0.827237 loss_bbox: 0.301456 loss_dfl: 0.197729 loss: 1.338761 eta: 5 days, 6:27:39 batch_cost: 2.3104 data_cost: 0.0010 ips: 12.1190 images/s [11/14 19:49:59] ppdet.engine INFO: Epoch: [35] [1640/3251] learning_rate: 0.143981 loss_vfl: 0.820503 loss_bbox: 0.290622 loss_dfl: 0.194504 loss: 1.323837 eta: 5 days, 6:26:48 batch_cost: 1.9726 data_cost: 0.0009 ips: 14.1942 images/s [11/14 19:50:45] ppdet.engine INFO: Epoch: [35] [1660/3251] learning_rate: 0.143964 loss_vfl: 0.829924 loss_bbox: 0.287344 loss_dfl: 0.198105 loss: 1.342244 eta: 5 days, 6:26:04 batch_cost: 2.1337 data_cost: 0.0011 ips: 13.1230 images/s [11/14 19:51:28] ppdet.engine INFO: Epoch: [35] [1680/3251] learning_rate: 0.143947 loss_vfl: 0.827093 loss_bbox: 0.274273 loss_dfl: 0.188325 loss: 1.314423 eta: 5 days, 6:25:13 batch_cost: 1.9596 data_cost: 0.0012 ips: 14.2884 images/s [11/14 19:52:15] ppdet.engine INFO: Epoch: [35] [1700/3251] learning_rate: 0.143929 loss_vfl: 0.829497 loss_bbox: 0.273266 loss_dfl: 0.171781 loss: 1.288170 eta: 5 days, 6:24:31 batch_cost: 2.2082 data_cost: 0.0010 ips: 12.6798 images/s [11/14 19:53:02] ppdet.engine INFO: Epoch: [35] [1720/3251] learning_rate: 0.143912 loss_vfl: 0.837195 loss_bbox: 0.305201 loss_dfl: 0.195326 loss: 1.320894 eta: 5 days, 6:23:48 batch_cost: 2.1954 data_cost: 0.0014 ips: 12.7539 images/s [11/14 19:53:48] ppdet.engine INFO: Epoch: [35] [1740/3251] learning_rate: 0.143895 loss_vfl: 0.840031 loss_bbox: 0.302280 loss_dfl: 0.206525 loss: 1.339949 eta: 5 days, 6:23:02 batch_cost: 2.0922 data_cost: 0.0009 ips: 13.3831 images/s [11/14 19:54:32] ppdet.engine INFO: Epoch: [35] [1760/3251] learning_rate: 0.143877 loss_vfl: 0.828267 loss_bbox: 0.272865 loss_dfl: 0.179751 loss: 1.303915 eta: 5 days, 6:22:17 batch_cost: 2.1403 data_cost: 0.0011 ips: 13.0823 images/s [11/14 19:55:18] ppdet.engine INFO: Epoch: [35] [1780/3251] learning_rate: 0.143860 loss_vfl: 0.831718 loss_bbox: 0.269194 loss_dfl: 0.175116 loss: 1.270149 eta: 5 days, 6:21:33 batch_cost: 2.1613 data_cost: 0.0010 ips: 12.9555 images/s [11/14 19:56:03] ppdet.engine INFO: Epoch: [35] [1800/3251] learning_rate: 0.143842 loss_vfl: 0.817029 loss_bbox: 0.310322 loss_dfl: 0.194672 loss: 1.331338 eta: 5 days, 6:20:49 batch_cost: 2.1414 data_cost: 0.0009 ips: 13.0759 images/s [11/14 19:56:48] ppdet.engine INFO: Epoch: [35] [1820/3251] learning_rate: 0.143825 loss_vfl: 0.813802 loss_bbox: 0.289142 loss_dfl: 0.193977 loss: 1.307433 eta: 5 days, 6:20:04 batch_cost: 2.1377 data_cost: 0.0009 ips: 13.0984 images/s [11/14 19:57:36] ppdet.engine INFO: Epoch: [35] [1840/3251] learning_rate: 0.143808 loss_vfl: 0.803000 loss_bbox: 0.277969 loss_dfl: 0.187273 loss: 1.290780 eta: 5 days, 6:19:26 batch_cost: 2.3083 data_cost: 0.0014 ips: 12.1299 images/s [11/14 19:58:24] ppdet.engine INFO: Epoch: [35] [1860/3251] learning_rate: 0.143790 loss_vfl: 0.824456 loss_bbox: 0.285039 loss_dfl: 0.185295 loss: 1.291889 eta: 5 days, 6:18:46 batch_cost: 2.2604 data_cost: 0.0010 ips: 12.3871 images/s [11/14 19:59:08] ppdet.engine INFO: Epoch: [35] [1880/3251] learning_rate: 0.143773 loss_vfl: 0.810979 loss_bbox: 0.266770 loss_dfl: 0.178389 loss: 1.269770 eta: 5 days, 6:17:55 batch_cost: 1.9732 data_cost: 0.0010 ips: 14.1898 images/s [11/14 19:59:57] ppdet.engine INFO: Epoch: [35] [1900/3251] learning_rate: 0.143756 loss_vfl: 0.796051 loss_bbox: 0.326248 loss_dfl: 0.202282 loss: 1.344700 eta: 5 days, 6:17:14 batch_cost: 2.2287 data_cost: 0.0010 ips: 12.5633 images/s [11/14 20:00:43] ppdet.engine INFO: Epoch: [35] [1920/3251] learning_rate: 0.143738 loss_vfl: 0.806347 loss_bbox: 0.287947 loss_dfl: 0.185055 loss: 1.297168 eta: 5 days, 6:16:29 batch_cost: 2.1303 data_cost: 0.0010 ips: 13.1437 images/s [11/14 20:01:28] ppdet.engine INFO: Epoch: [35] [1940/3251] learning_rate: 0.143721 loss_vfl: 0.844193 loss_bbox: 0.329288 loss_dfl: 0.207842 loss: 1.359799 eta: 5 days, 6:15:41 batch_cost: 2.0578 data_cost: 0.0009 ips: 13.6069 images/s [11/14 20:02:15] ppdet.engine INFO: Epoch: [35] [1960/3251] learning_rate: 0.143703 loss_vfl: 0.830454 loss_bbox: 0.276554 loss_dfl: 0.184744 loss: 1.299731 eta: 5 days, 6:15:01 batch_cost: 2.2527 data_cost: 0.0011 ips: 12.4293 images/s [11/14 20:02:59] ppdet.engine INFO: Epoch: [35] [1980/3251] learning_rate: 0.143686 loss_vfl: 0.814962 loss_bbox: 0.273536 loss_dfl: 0.186313 loss: 1.308452 eta: 5 days, 6:14:13 batch_cost: 2.0397 data_cost: 0.0010 ips: 13.7276 images/s [11/14 20:03:46] ppdet.engine INFO: Epoch: [35] [2000/3251] learning_rate: 0.143669 loss_vfl: 0.842639 loss_bbox: 0.246133 loss_dfl: 0.168802 loss: 1.234863 eta: 5 days, 6:13:33 batch_cost: 2.2658 data_cost: 0.0010 ips: 12.3577 images/s [11/14 20:04:31] ppdet.engine INFO: Epoch: [35] [2020/3251] learning_rate: 0.143651 loss_vfl: 0.830027 loss_bbox: 0.269733 loss_dfl: 0.175184 loss: 1.281621 eta: 5 days, 6:12:49 batch_cost: 2.1509 data_cost: 0.0018 ips: 13.0177 images/s [11/14 20:05:19] ppdet.engine INFO: Epoch: [35] [2040/3251] learning_rate: 0.143634 loss_vfl: 0.853103 loss_bbox: 0.311612 loss_dfl: 0.205051 loss: 1.369529 eta: 5 days, 6:12:08 batch_cost: 2.2527 data_cost: 0.0012 ips: 12.4295 images/s [11/14 20:06:05] ppdet.engine INFO: Epoch: [35] [2060/3251] learning_rate: 0.143616 loss_vfl: 0.866333 loss_bbox: 0.269286 loss_dfl: 0.192253 loss: 1.294064 eta: 5 days, 6:11:23 batch_cost: 2.1126 data_cost: 0.0010 ips: 13.2538 images/s [11/14 20:06:53] ppdet.engine INFO: Epoch: [35] [2080/3251] learning_rate: 0.143599 loss_vfl: 0.807357 loss_bbox: 0.317371 loss_dfl: 0.202745 loss: 1.311179 eta: 5 days, 6:10:42 batch_cost: 2.2546 data_cost: 0.0009 ips: 12.4190 images/s [11/14 20:07:39] ppdet.engine INFO: Epoch: [35] [2100/3251] learning_rate: 0.143582 loss_vfl: 0.825782 loss_bbox: 0.275431 loss_dfl: 0.180908 loss: 1.270339 eta: 5 days, 6:09:56 batch_cost: 2.0860 data_cost: 0.0021 ips: 13.4231 images/s [11/14 20:08:25] ppdet.engine INFO: Epoch: [35] [2120/3251] learning_rate: 0.143564 loss_vfl: 0.822233 loss_bbox: 0.268163 loss_dfl: 0.178121 loss: 1.284330 eta: 5 days, 6:09:14 batch_cost: 2.2269 data_cost: 0.0010 ips: 12.5738 images/s [11/14 20:09:11] ppdet.engine INFO: Epoch: [35] [2140/3251] learning_rate: 0.143547 loss_vfl: 0.790040 loss_bbox: 0.279829 loss_dfl: 0.178314 loss: 1.252989 eta: 5 days, 6:08:28 batch_cost: 2.1051 data_cost: 0.0009 ips: 13.3009 images/s [11/14 20:09:58] ppdet.engine INFO: Epoch: [35] [2160/3251] learning_rate: 0.143529 loss_vfl: 0.836359 loss_bbox: 0.297228 loss_dfl: 0.188289 loss: 1.322677 eta: 5 days, 6:07:48 batch_cost: 2.2420 data_cost: 0.0013 ips: 12.4890 images/s [11/14 20:10:45] ppdet.engine INFO: Epoch: [35] [2180/3251] learning_rate: 0.143512 loss_vfl: 0.805938 loss_bbox: 0.299188 loss_dfl: 0.198106 loss: 1.329681 eta: 5 days, 6:07:07 batch_cost: 2.2503 data_cost: 0.0009 ips: 12.4430 images/s [11/14 20:11:30] ppdet.engine INFO: Epoch: [35] [2200/3251] learning_rate: 0.143495 loss_vfl: 0.816797 loss_bbox: 0.305199 loss_dfl: 0.198900 loss: 1.329248 eta: 5 days, 6:06:20 batch_cost: 2.0630 data_cost: 0.0010 ips: 13.5723 images/s [11/14 20:12:15] ppdet.engine INFO: Epoch: [35] [2220/3251] learning_rate: 0.143477 loss_vfl: 0.853287 loss_bbox: 0.304051 loss_dfl: 0.201531 loss: 1.377369 eta: 5 days, 6:05:33 batch_cost: 2.0766 data_cost: 0.0010 ips: 13.4838 images/s [11/14 20:13:01] ppdet.engine INFO: Epoch: [35] [2240/3251] learning_rate: 0.143460 loss_vfl: 0.831403 loss_bbox: 0.286962 loss_dfl: 0.189466 loss: 1.316491 eta: 5 days, 6:04:52 batch_cost: 2.2403 data_cost: 0.0009 ips: 12.4985 images/s [11/14 20:13:47] ppdet.engine INFO: Epoch: [35] [2260/3251] learning_rate: 0.143442 loss_vfl: 0.802457 loss_bbox: 0.301441 loss_dfl: 0.198998 loss: 1.296797 eta: 5 days, 6:04:08 batch_cost: 2.1638 data_cost: 0.0014 ips: 12.9399 images/s [11/14 20:14:34] ppdet.engine INFO: Epoch: [35] [2280/3251] learning_rate: 0.143425 loss_vfl: 0.833928 loss_bbox: 0.283456 loss_dfl: 0.186830 loss: 1.310196 eta: 5 days, 6:03:27 batch_cost: 2.2267 data_cost: 0.0016 ips: 12.5747 images/s [11/14 20:15:22] ppdet.engine INFO: Epoch: [35] [2300/3251] learning_rate: 0.143408 loss_vfl: 0.831442 loss_bbox: 0.256270 loss_dfl: 0.170735 loss: 1.261433 eta: 5 days, 6:02:46 batch_cost: 2.2342 data_cost: 0.0009 ips: 12.5326 images/s [11/14 20:16:08] ppdet.engine INFO: Epoch: [35] [2320/3251] learning_rate: 0.143390 loss_vfl: 0.841702 loss_bbox: 0.268448 loss_dfl: 0.180120 loss: 1.305142 eta: 5 days, 6:01:59 batch_cost: 2.0875 data_cost: 0.0010 ips: 13.4133 images/s [11/14 20:16:54] ppdet.engine INFO: Epoch: [35] [2340/3251] learning_rate: 0.143373 loss_vfl: 0.851773 loss_bbox: 0.339577 loss_dfl: 0.205388 loss: 1.393384 eta: 5 days, 6:01:16 batch_cost: 2.1840 data_cost: 0.0010 ips: 12.8205 images/s [11/14 20:17:39] ppdet.engine INFO: Epoch: [35] [2360/3251] learning_rate: 0.143355 loss_vfl: 0.836291 loss_bbox: 0.274880 loss_dfl: 0.194469 loss: 1.291011 eta: 5 days, 6:00:32 batch_cost: 2.1443 data_cost: 0.0010 ips: 13.0578 images/s [11/14 20:18:26] ppdet.engine INFO: Epoch: [35] [2380/3251] learning_rate: 0.143338 loss_vfl: 0.824253 loss_bbox: 0.285988 loss_dfl: 0.181043 loss: 1.306158 eta: 5 days, 5:59:51 batch_cost: 2.2286 data_cost: 0.0010 ips: 12.5640 images/s [11/14 20:19:13] ppdet.engine INFO: Epoch: [35] [2400/3251] learning_rate: 0.143321 loss_vfl: 0.827690 loss_bbox: 0.278609 loss_dfl: 0.176185 loss: 1.286572 eta: 5 days, 5:59:09 batch_cost: 2.2106 data_cost: 0.0010 ips: 12.6662 images/s [11/14 20:19:58] ppdet.engine INFO: Epoch: [35] [2420/3251] learning_rate: 0.143303 loss_vfl: 0.820904 loss_bbox: 0.272494 loss_dfl: 0.179619 loss: 1.284916 eta: 5 days, 5:58:25 batch_cost: 2.1655 data_cost: 0.0011 ips: 12.9302 images/s [11/14 20:20:46] ppdet.engine INFO: Epoch: [35] [2440/3251] learning_rate: 0.143286 loss_vfl: 0.833576 loss_bbox: 0.281202 loss_dfl: 0.200868 loss: 1.330733 eta: 5 days, 5:57:45 batch_cost: 2.2656 data_cost: 0.0009 ips: 12.3589 images/s [11/14 20:21:34] ppdet.engine INFO: Epoch: [35] [2460/3251] learning_rate: 0.143268 loss_vfl: 0.804068 loss_bbox: 0.271113 loss_dfl: 0.183177 loss: 1.276207 eta: 5 days, 5:57:05 batch_cost: 2.2590 data_cost: 0.0014 ips: 12.3947 images/s [11/14 20:22:18] ppdet.engine INFO: Epoch: [35] [2480/3251] learning_rate: 0.143251 loss_vfl: 0.820321 loss_bbox: 0.292477 loss_dfl: 0.191303 loss: 1.307698 eta: 5 days, 5:56:20 batch_cost: 2.1416 data_cost: 0.0011 ips: 13.0741 images/s [11/14 20:23:04] ppdet.engine INFO: Epoch: [35] [2500/3251] learning_rate: 0.143233 loss_vfl: 0.812173 loss_bbox: 0.322176 loss_dfl: 0.204559 loss: 1.330997 eta: 5 days, 5:55:38 batch_cost: 2.2002 data_cost: 0.0009 ips: 12.7262 images/s [11/14 20:23:54] ppdet.engine INFO: Epoch: [35] [2520/3251] learning_rate: 0.143216 loss_vfl: 0.817520 loss_bbox: 0.279650 loss_dfl: 0.188376 loss: 1.307472 eta: 5 days, 5:55:00 batch_cost: 2.3154 data_cost: 0.0159 ips: 12.0930 images/s [11/14 20:24:41] ppdet.engine INFO: Epoch: [35] [2540/3251] learning_rate: 0.143199 loss_vfl: 0.850886 loss_bbox: 0.262508 loss_dfl: 0.179573 loss: 1.295666 eta: 5 days, 5:54:20 batch_cost: 2.2825 data_cost: 0.0009 ips: 12.2674 images/s [11/14 20:25:28] ppdet.engine INFO: Epoch: [35] [2560/3251] learning_rate: 0.143181 loss_vfl: 0.840548 loss_bbox: 0.251508 loss_dfl: 0.173536 loss: 1.270456 eta: 5 days, 5:53:39 batch_cost: 2.2266 data_cost: 0.0010 ips: 12.5753 images/s [11/14 20:26:14] ppdet.engine INFO: Epoch: [35] [2580/3251] learning_rate: 0.143164 loss_vfl: 0.843380 loss_bbox: 0.302546 loss_dfl: 0.192774 loss: 1.337352 eta: 5 days, 5:52:52 batch_cost: 2.0611 data_cost: 0.0011 ips: 13.5851 images/s [11/14 20:26:59] ppdet.engine INFO: Epoch: [35] [2600/3251] learning_rate: 0.143146 loss_vfl: 0.839373 loss_bbox: 0.300587 loss_dfl: 0.193261 loss: 1.305286 eta: 5 days, 5:52:08 batch_cost: 2.1596 data_cost: 0.0010 ips: 12.9653 images/s [11/14 20:27:45] ppdet.engine INFO: Epoch: [35] [2620/3251] learning_rate: 0.143129 loss_vfl: 0.821888 loss_bbox: 0.290960 loss_dfl: 0.193696 loss: 1.308973 eta: 5 days, 5:51:26 batch_cost: 2.2189 data_cost: 0.0010 ips: 12.6188 images/s [11/14 20:28:30] ppdet.engine INFO: Epoch: [35] [2640/3251] learning_rate: 0.143111 loss_vfl: 0.857019 loss_bbox: 0.286660 loss_dfl: 0.195248 loss: 1.340665 eta: 5 days, 5:50:41 batch_cost: 2.1156 data_cost: 0.0016 ips: 13.2348 images/s [11/14 20:29:17] ppdet.engine INFO: Epoch: [35] [2660/3251] learning_rate: 0.143094 loss_vfl: 0.821473 loss_bbox: 0.285875 loss_dfl: 0.185057 loss: 1.270031 eta: 5 days, 5:49:56 batch_cost: 2.1274 data_cost: 0.0009 ips: 13.1619 images/s [11/14 20:30:06] ppdet.engine INFO: Epoch: [35] [2680/3251] learning_rate: 0.143077 loss_vfl: 0.822072 loss_bbox: 0.314060 loss_dfl: 0.200238 loss: 1.341461 eta: 5 days, 5:49:18 batch_cost: 2.3229 data_cost: 0.0011 ips: 12.0541 images/s [11/14 20:30:51] ppdet.engine INFO: Epoch: [35] [2700/3251] learning_rate: 0.143059 loss_vfl: 0.819354 loss_bbox: 0.269111 loss_dfl: 0.185227 loss: 1.271288 eta: 5 days, 5:48:32 batch_cost: 2.1088 data_cost: 0.0010 ips: 13.2777 images/s [11/14 20:31:38] ppdet.engine INFO: Epoch: [35] [2720/3251] learning_rate: 0.143042 loss_vfl: 0.817188 loss_bbox: 0.276392 loss_dfl: 0.188583 loss: 1.289753 eta: 5 days, 5:47:51 batch_cost: 2.2333 data_cost: 0.0015 ips: 12.5376 images/s [11/14 20:32:24] ppdet.engine INFO: Epoch: [35] [2740/3251] learning_rate: 0.143024 loss_vfl: 0.828175 loss_bbox: 0.277004 loss_dfl: 0.190957 loss: 1.331565 eta: 5 days, 5:47:08 batch_cost: 2.1841 data_cost: 0.0013 ips: 12.8201 images/s [11/14 20:33:09] ppdet.engine INFO: Epoch: [35] [2760/3251] learning_rate: 0.143007 loss_vfl: 0.821512 loss_bbox: 0.261597 loss_dfl: 0.178165 loss: 1.285414 eta: 5 days, 5:46:24 batch_cost: 2.1509 data_cost: 0.0009 ips: 13.0176 images/s [11/14 20:33:56] ppdet.engine INFO: Epoch: [35] [2780/3251] learning_rate: 0.142989 loss_vfl: 0.828232 loss_bbox: 0.258131 loss_dfl: 0.183614 loss: 1.266841 eta: 5 days, 5:45:40 batch_cost: 2.1574 data_cost: 0.0010 ips: 12.9787 images/s [11/14 20:34:44] ppdet.engine INFO: Epoch: [35] [2800/3251] learning_rate: 0.142972 loss_vfl: 0.852944 loss_bbox: 0.262919 loss_dfl: 0.178054 loss: 1.305190 eta: 5 days, 5:45:00 batch_cost: 2.2641 data_cost: 0.0011 ips: 12.3667 images/s [11/14 20:35:29] ppdet.engine INFO: Epoch: [35] [2820/3251] learning_rate: 0.142954 loss_vfl: 0.839469 loss_bbox: 0.316171 loss_dfl: 0.206447 loss: 1.327523 eta: 5 days, 5:44:15 batch_cost: 2.1317 data_cost: 0.0010 ips: 13.1352 images/s [11/14 20:36:16] ppdet.engine INFO: Epoch: [35] [2840/3251] learning_rate: 0.142937 loss_vfl: 0.821855 loss_bbox: 0.271588 loss_dfl: 0.181946 loss: 1.275122 eta: 5 days, 5:43:33 batch_cost: 2.2047 data_cost: 0.0011 ips: 12.7003 images/s [11/14 20:37:03] ppdet.engine INFO: Epoch: [35] [2860/3251] learning_rate: 0.142920 loss_vfl: 0.813282 loss_bbox: 0.289168 loss_dfl: 0.188014 loss: 1.305309 eta: 5 days, 5:42:51 batch_cost: 2.2272 data_cost: 0.0014 ips: 12.5721 images/s [11/14 20:37:47] ppdet.engine INFO: Epoch: [35] [2880/3251] learning_rate: 0.142902 loss_vfl: 0.826881 loss_bbox: 0.298111 loss_dfl: 0.202557 loss: 1.337084 eta: 5 days, 5:42:05 batch_cost: 2.0907 data_cost: 0.0010 ips: 13.3925 images/s [11/14 20:38:33] ppdet.engine INFO: Epoch: [35] [2900/3251] learning_rate: 0.142885 loss_vfl: 0.836254 loss_bbox: 0.282455 loss_dfl: 0.183865 loss: 1.273071 eta: 5 days, 5:41:20 batch_cost: 2.1292 data_cost: 0.0010 ips: 13.1507 images/s [11/14 20:39:19] ppdet.engine INFO: Epoch: [35] [2920/3251] learning_rate: 0.142867 loss_vfl: 0.824276 loss_bbox: 0.278232 loss_dfl: 0.182979 loss: 1.271081 eta: 5 days, 5:40:38 batch_cost: 2.1977 data_cost: 0.0010 ips: 12.7404 images/s [11/14 20:40:06] ppdet.engine INFO: Epoch: [35] [2940/3251] learning_rate: 0.142850 loss_vfl: 0.794299 loss_bbox: 0.260119 loss_dfl: 0.184154 loss: 1.257613 eta: 5 days, 5:39:56 batch_cost: 2.2245 data_cost: 0.0010 ips: 12.5873 images/s [11/14 20:40:50] ppdet.engine INFO: Epoch: [35] [2960/3251] learning_rate: 0.142832 loss_vfl: 0.824131 loss_bbox: 0.260883 loss_dfl: 0.175552 loss: 1.263710 eta: 5 days, 5:39:09 batch_cost: 2.0618 data_cost: 0.0009 ips: 13.5802 images/s [11/14 20:41:35] ppdet.engine INFO: Epoch: [35] [2980/3251] learning_rate: 0.142815 loss_vfl: 0.806980 loss_bbox: 0.285650 loss_dfl: 0.187868 loss: 1.306656 eta: 5 days, 5:38:23 batch_cost: 2.0957 data_cost: 0.0009 ips: 13.3606 images/s [11/14 20:42:22] ppdet.engine INFO: Epoch: [35] [3000/3251] learning_rate: 0.142797 loss_vfl: 0.795772 loss_bbox: 0.282594 loss_dfl: 0.181860 loss: 1.263538 eta: 5 days, 5:37:39 batch_cost: 2.1551 data_cost: 0.0012 ips: 12.9922 images/s [11/14 20:43:08] ppdet.engine INFO: Epoch: [35] [3020/3251] learning_rate: 0.142780 loss_vfl: 0.821810 loss_bbox: 0.293593 loss_dfl: 0.186016 loss: 1.315466 eta: 5 days, 5:36:54 batch_cost: 2.1349 data_cost: 0.0009 ips: 13.1152 images/s [11/14 20:43:53] ppdet.engine INFO: Epoch: [35] [3040/3251] learning_rate: 0.142762 loss_vfl: 0.824983 loss_bbox: 0.289428 loss_dfl: 0.179801 loss: 1.265278 eta: 5 days, 5:36:11 batch_cost: 2.1875 data_cost: 0.0010 ips: 12.7998 images/s [11/14 20:44:40] ppdet.engine INFO: Epoch: [35] [3060/3251] learning_rate: 0.142745 loss_vfl: 0.823860 loss_bbox: 0.311614 loss_dfl: 0.193147 loss: 1.350577 eta: 5 days, 5:35:29 batch_cost: 2.2055 data_cost: 0.0009 ips: 12.6955 images/s [11/14 20:45:25] ppdet.engine INFO: Epoch: [35] [3080/3251] learning_rate: 0.142727 loss_vfl: 0.827603 loss_bbox: 0.290737 loss_dfl: 0.190650 loss: 1.327161 eta: 5 days, 5:34:42 batch_cost: 2.0617 data_cost: 0.0013 ips: 13.5811 images/s [11/14 20:46:13] ppdet.engine INFO: Epoch: [35] [3100/3251] learning_rate: 0.142710 loss_vfl: 0.811688 loss_bbox: 0.276396 loss_dfl: 0.184114 loss: 1.289405 eta: 5 days, 5:34:01 batch_cost: 2.2625 data_cost: 0.0017 ips: 12.3755 images/s [11/14 20:47:00] ppdet.engine INFO: Epoch: [35] [3120/3251] learning_rate: 0.142692 loss_vfl: 0.823484 loss_bbox: 0.311015 loss_dfl: 0.182264 loss: 1.327623 eta: 5 days, 5:33:18 batch_cost: 2.1661 data_cost: 0.0009 ips: 12.9265 images/s [11/14 20:47:45] ppdet.engine INFO: Epoch: [35] [3140/3251] learning_rate: 0.142675 loss_vfl: 0.815737 loss_bbox: 0.282212 loss_dfl: 0.187833 loss: 1.293152 eta: 5 days, 5:32:34 batch_cost: 2.1496 data_cost: 0.0010 ips: 13.0259 images/s [11/14 20:48:32] ppdet.engine INFO: Epoch: [35] [3160/3251] learning_rate: 0.142657 loss_vfl: 0.851293 loss_bbox: 0.282402 loss_dfl: 0.193884 loss: 1.321025 eta: 5 days, 5:31:54 batch_cost: 2.2803 data_cost: 0.0011 ips: 12.2793 images/s [11/14 20:49:18] ppdet.engine INFO: Epoch: [35] [3180/3251] learning_rate: 0.142640 loss_vfl: 0.827461 loss_bbox: 0.304774 loss_dfl: 0.197163 loss: 1.323121 eta: 5 days, 5:31:11 batch_cost: 2.1783 data_cost: 0.0010 ips: 12.8540 images/s [11/14 20:50:05] ppdet.engine INFO: Epoch: [35] [3200/3251] learning_rate: 0.142623 loss_vfl: 0.833750 loss_bbox: 0.287281 loss_dfl: 0.185390 loss: 1.306664 eta: 5 days, 5:30:26 batch_cost: 2.1308 data_cost: 0.0011 ips: 13.1408 images/s [11/14 20:50:47] ppdet.engine INFO: Epoch: [35] [3220/3251] learning_rate: 0.142605 loss_vfl: 0.827457 loss_bbox: 0.294910 loss_dfl: 0.192149 loss: 1.295449 eta: 5 days, 5:29:37 batch_cost: 2.0110 data_cost: 0.0010 ips: 13.9236 images/s [11/14 20:51:33] ppdet.engine INFO: Epoch: [35] [3240/3251] learning_rate: 0.142588 loss_vfl: 0.838122 loss_bbox: 0.253670 loss_dfl: 0.166292 loss: 1.252368 eta: 5 days, 5:28:52 batch_cost: 2.1306 data_cost: 0.0015 ips: 13.1417 images/s [11/14 20:51:53] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_lcnet_2_5x_640_mainbody [11/14 20:51:54] ppdet.engine INFO: Eval iter: 0 [11/14 20:52:41] ppdet.engine INFO: Eval iter: 100 [11/14 20:53:07] ppdet.engine INFO: Eval iter: 200 [11/14 20:53:34] ppdet.engine INFO: Eval iter: 300 [11/14 20:54:01] ppdet.engine INFO: Eval iter: 400 [11/14 20:54:28] ppdet.engine INFO: Eval iter: 500 [11/14 20:54:54] ppdet.engine INFO: Eval iter: 600 [11/14 20:55:21] ppdet.engine INFO: Eval iter: 700 [11/14 20:55:48] ppdet.engine INFO: Eval iter: 800 [11/14 20:56:15] ppdet.engine INFO: Eval iter: 900 [11/14 20:56:42] ppdet.engine INFO: Eval iter: 1000 [11/14 20:57:08] ppdet.engine INFO: Eval iter: 1100 [11/14 20:57:34] ppdet.engine INFO: Eval iter: 1200 [11/14 20:58:00] ppdet.engine INFO: Eval iter: 1300 [11/14 20:58:26] ppdet.engine INFO: Eval iter: 1400 [11/14 20:58:52] ppdet.engine INFO: Eval iter: 1500 [11/14 20:59:19] ppdet.engine INFO: Eval iter: 1600 [11/14 20:59:46] ppdet.engine INFO: Eval iter: 1700 [11/14 21:00:12] ppdet.engine INFO: Eval iter: 1800 [11/14 21:00:38] ppdet.engine INFO: Eval iter: 1900 [11/14 21:01:05] ppdet.engine INFO: Eval iter: 2000 [11/14 21:01:32] ppdet.engine INFO: Eval iter: 2100 [11/14 21:02:00] ppdet.engine INFO: Eval iter: 2200 [11/14 21:02:28] ppdet.engine INFO: Eval iter: 2300 [11/14 21:03:26] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json. loading annotations into memory... Done (t=1.17s) creating index... index created! [11/14 21:03:28] ppdet.metrics.coco_utils INFO: Start evaluate... Loading and preparing results... DONE (t=17.22s) creating index... index created! Running per image evaluation... Evaluate annotation type *bbox* DONE (t=370.95s). Accumulating evaluation results... DONE (t=29.02s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.398 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.600 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.422 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.208 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.432 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.532 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.082 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.391 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.595 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.350 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.617 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.758 [11/14 21:10:28] ppdet.engine INFO: Total sample number: 19074, averge FPS: 28.94148503690237 [11/14 21:10:28] ppdet.engine INFO: Best test bbox ap is 0.398. [11/14 21:10:28] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_lcnet_2_5x_640_mainbody [11/14 21:10:30] ppdet.engine INFO: Epoch: [36] [ 0/3251] learning_rate: 0.142578 loss_vfl: 0.837246 loss_bbox: 0.270188 loss_dfl: 0.177055 loss: 1.277089 eta: 5 days, 5:28:04 batch_cost: 1.3832 data_cost: 0.0013 ips: 20.2433 images/s [11/14 21:11:17] ppdet.engine INFO: Epoch: [36] [ 20/3251] learning_rate: 0.142560 loss_vfl: 0.825062 loss_bbox: 0.296814 loss_dfl: 0.201638 loss: 1.315185 eta: 5 days, 5:27:20 batch_cost: 2.1471 data_cost: 0.0016 ips: 13.0409 images/s [11/14 21:12:04] ppdet.engine INFO: Epoch: [36] [ 40/3251] learning_rate: 0.142543 loss_vfl: 0.842487 loss_bbox: 0.259577 loss_dfl: 0.182944 loss: 1.246999 eta: 5 days, 5:26:39 batch_cost: 2.2601 data_cost: 0.0009 ips: 12.3887 images/s [11/14 21:12:50] ppdet.engine INFO: Epoch: [36] [ 60/3251] learning_rate: 0.142525 loss_vfl: 0.840125 loss_bbox: 0.278461 loss_dfl: 0.188659 loss: 1.329279 eta: 5 days, 5:25:56 batch_cost: 2.1685 data_cost: 0.0009 ips: 12.9123 images/s [11/14 21:13:36] ppdet.engine INFO: Epoch: [36] [ 80/3251] learning_rate: 0.142508 loss_vfl: 0.811238 loss_bbox: 0.271496 loss_dfl: 0.188965 loss: 1.253713 eta: 5 days, 5:25:12 batch_cost: 2.1661 data_cost: 0.0010 ips: 12.9267 images/s [11/14 21:14:24] ppdet.engine INFO: Epoch: [36] [ 100/3251] learning_rate: 0.142490 loss_vfl: 0.820219 loss_bbox: 0.280443 loss_dfl: 0.191589 loss: 1.320166 eta: 5 days, 5:24:31 batch_cost: 2.2384 data_cost: 0.0010 ips: 12.5092 images/s [11/14 21:15:11] ppdet.engine INFO: Epoch: [36] [ 120/3251] learning_rate: 0.142473 loss_vfl: 0.823489 loss_bbox: 0.293463 loss_dfl: 0.195064 loss: 1.305494 eta: 5 days, 5:23:49 batch_cost: 2.2065 data_cost: 0.0010 ips: 12.6896 images/s [11/14 21:15:57] ppdet.engine INFO: Epoch: [36] [ 140/3251] learning_rate: 0.142455 loss_vfl: 0.818973 loss_bbox: 0.260775 loss_dfl: 0.172894 loss: 1.283988 eta: 5 days, 5:23:04 batch_cost: 2.1082 data_cost: 0.0019 ips: 13.2816 images/s [11/14 21:16:41] ppdet.engine INFO: Epoch: [36] [ 160/3251] learning_rate: 0.142438 loss_vfl: 0.812769 loss_bbox: 0.315416 loss_dfl: 0.195855 loss: 1.337616 eta: 5 days, 5:22:16 batch_cost: 2.0667 data_cost: 0.0010 ips: 13.5484 images/s [11/14 21:17:27] ppdet.engine INFO: Epoch: [36] [ 180/3251] learning_rate: 0.142420 loss_vfl: 0.818786 loss_bbox: 0.306585 loss_dfl: 0.194492 loss: 1.323907 eta: 5 days, 5:21:34 batch_cost: 2.1973 data_cost: 0.0010 ips: 12.7427 images/s [11/14 21:18:16] ppdet.engine INFO: Epoch: [36] [ 200/3251] learning_rate: 0.142403 loss_vfl: 0.799572 loss_bbox: 0.322723 loss_dfl: 0.196656 loss: 1.307208 eta: 5 days, 5:20:53 batch_cost: 2.2374 data_cost: 0.0011 ips: 12.5144 images/s [11/14 21:19:02] ppdet.engine INFO: Epoch: [36] [ 220/3251] learning_rate: 0.142385 loss_vfl: 0.800064 loss_bbox: 0.318297 loss_dfl: 0.196516 loss: 1.302943 eta: 5 days, 5:20:12 batch_cost: 2.2481 data_cost: 0.0009 ips: 12.4551 images/s [11/14 21:19:48] ppdet.engine INFO: Epoch: [36] [ 240/3251] learning_rate: 0.142368 loss_vfl: 0.826032 loss_bbox: 0.302886 loss_dfl: 0.183208 loss: 1.301207 eta: 5 days, 5:19:29 batch_cost: 2.1762 data_cost: 0.0014 ips: 12.8666 images/s [11/14 21:20:32] ppdet.engine INFO: Epoch: [36] [ 260/3251] learning_rate: 0.142350 loss_vfl: 0.814982 loss_bbox: 0.293355 loss_dfl: 0.186469 loss: 1.317804 eta: 5 days, 5:18:41 batch_cost: 2.0356 data_cost: 0.0011 ips: 13.7550 images/s [11/14 21:21:18] ppdet.engine INFO: Epoch: [36] [ 280/3251] learning_rate: 0.142333 loss_vfl: 0.819321 loss_bbox: 0.282188 loss_dfl: 0.187109 loss: 1.302963 eta: 5 days, 5:17:56 batch_cost: 2.1350 data_cost: 0.0011 ips: 13.1146 images/s [11/14 21:22:06] ppdet.engine INFO: Epoch: [36] [ 300/3251] learning_rate: 0.142315 loss_vfl: 0.847524 loss_bbox: 0.299386 loss_dfl: 0.193876 loss: 1.289981 eta: 5 days, 5:17:17 batch_cost: 2.2813 data_cost: 0.0009 ips: 12.2735 images/s [11/14 21:22:53] ppdet.engine INFO: Epoch: [36] [ 320/3251] learning_rate: 0.142298 loss_vfl: 0.824761 loss_bbox: 0.300553 loss_dfl: 0.204373 loss: 1.314505 eta: 5 days, 5:16:31 batch_cost: 2.1053 data_cost: 0.0010 ips: 13.3000 images/s [11/14 21:23:40] ppdet.engine INFO: Epoch: [36] [ 340/3251] learning_rate: 0.142280 loss_vfl: 0.835725 loss_bbox: 0.294165 loss_dfl: 0.197408 loss: 1.317793 eta: 5 days, 5:15:49 batch_cost: 2.2093 data_cost: 0.0009 ips: 12.6737 images/s [11/14 21:24:26] ppdet.engine INFO: Epoch: [36] [ 360/3251] learning_rate: 0.142263 loss_vfl: 0.821092 loss_bbox: 0.295016 loss_dfl: 0.190791 loss: 1.313232 eta: 5 days, 5:15:06 batch_cost: 2.1822 data_cost: 0.0009 ips: 12.8309 images/s [11/14 21:25:13] ppdet.engine INFO: Epoch: [36] [ 380/3251] learning_rate: 0.142245 loss_vfl: 0.830689 loss_bbox: 0.271090 loss_dfl: 0.180914 loss: 1.271130 eta: 5 days, 5:14:24 batch_cost: 2.2281 data_cost: 0.0012 ips: 12.5668 images/s [11/14 21:26:00] ppdet.engine INFO: Epoch: [36] [ 400/3251] learning_rate: 0.142228 loss_vfl: 0.831824 loss_bbox: 0.256077 loss_dfl: 0.171425 loss: 1.254059 eta: 5 days, 5:13:40 batch_cost: 2.1486 data_cost: 0.0010 ips: 13.0318 images/s [11/14 21:26:46] ppdet.engine INFO: Epoch: [36] [ 420/3251] learning_rate: 0.142210 loss_vfl: 0.809039 loss_bbox: 0.273243 loss_dfl: 0.192357 loss: 1.294260 eta: 5 days, 5:12:57 batch_cost: 2.1689 data_cost: 0.0016 ips: 12.9101 images/s [11/14 21:27:34] ppdet.engine INFO: Epoch: [36] [ 440/3251] learning_rate: 0.142193 loss_vfl: 0.810469 loss_bbox: 0.305546 loss_dfl: 0.185262 loss: 1.289713 eta: 5 days, 5:12:16 batch_cost: 2.2484 data_cost: 0.0010 ips: 12.4534 images/s [11/14 21:28:19] ppdet.engine INFO: Epoch: [36] [ 460/3251] learning_rate: 0.142175 loss_vfl: 0.819215 loss_bbox: 0.279046 loss_dfl: 0.189228 loss: 1.307318 eta: 5 days, 5:11:30 batch_cost: 2.1012 data_cost: 0.0009 ips: 13.3259 images/s [11/14 21:29:06] ppdet.engine INFO: Epoch: [36] [ 480/3251] learning_rate: 0.142158 loss_vfl: 0.837515 loss_bbox: 0.270036 loss_dfl: 0.175459 loss: 1.295577 eta: 5 days, 5:10:49 batch_cost: 2.2402 data_cost: 0.0009 ips: 12.4990 images/s [11/14 21:29:54] ppdet.engine INFO: Epoch: [36] [ 500/3251] learning_rate: 0.142140 loss_vfl: 0.819428 loss_bbox: 0.292585 loss_dfl: 0.197145 loss: 1.317754 eta: 5 days, 5:10:09 batch_cost: 2.2741 data_cost: 0.0009 ips: 12.3128 images/s [11/14 21:30:43] ppdet.engine INFO: Epoch: [36] [ 520/3251] learning_rate: 0.142123 loss_vfl: 0.843392 loss_bbox: 0.249128 loss_dfl: 0.167055 loss: 1.270044 eta: 5 days, 5:09:32 batch_cost: 2.3306 data_cost: 0.0009 ips: 12.0138 images/s [11/14 21:31:28] ppdet.engine INFO: Epoch: [36] [ 540/3251] learning_rate: 0.142105 loss_vfl: 0.831108 loss_bbox: 0.277094 loss_dfl: 0.181711 loss: 1.274268 eta: 5 days, 5:08:46 batch_cost: 2.1144 data_cost: 0.0014 ips: 13.2425 images/s [11/14 21:32:15] ppdet.engine INFO: Epoch: [36] [ 560/3251] learning_rate: 0.142088 loss_vfl: 0.814373 loss_bbox: 0.264891 loss_dfl: 0.178194 loss: 1.261935 eta: 5 days, 5:08:04 batch_cost: 2.2076 data_cost: 0.0011 ips: 12.6834 images/s [11/14 21:33:03] ppdet.engine INFO: Epoch: [36] [ 580/3251] learning_rate: 0.142070 loss_vfl: 0.844174 loss_bbox: 0.272021 loss_dfl: 0.165328 loss: 1.257844 eta: 5 days, 5:07:24 batch_cost: 2.2658 data_cost: 0.0010 ips: 12.3579 images/s [11/14 21:33:51] ppdet.engine INFO: Epoch: [36] [ 600/3251] learning_rate: 0.142053 loss_vfl: 0.818337 loss_bbox: 0.265574 loss_dfl: 0.181033 loss: 1.271367 eta: 5 days, 5:06:43 batch_cost: 2.2349 data_cost: 0.0115 ips: 12.5285 images/s [11/14 21:34:36] ppdet.engine INFO: Epoch: [36] [ 620/3251] learning_rate: 0.142035 loss_vfl: 0.830337 loss_bbox: 0.272655 loss_dfl: 0.183939 loss: 1.316936 eta: 5 days, 5:05:57 batch_cost: 2.1017 data_cost: 0.0010 ips: 13.3226 images/s [11/14 21:35:22] ppdet.engine INFO: Epoch: [36] [ 640/3251] learning_rate: 0.142018 loss_vfl: 0.830856 loss_bbox: 0.311267 loss_dfl: 0.202913 loss: 1.337338 eta: 5 days, 5:05:13 batch_cost: 2.1638 data_cost: 0.0009 ips: 12.9401 images/s [11/14 21:36:08] ppdet.engine INFO: Epoch: [36] [ 660/3251] learning_rate: 0.142000 loss_vfl: 0.824520 loss_bbox: 0.222897 loss_dfl: 0.158947 loss: 1.219524 eta: 5 days, 5:04:28 batch_cost: 2.1257 data_cost: 0.0009 ips: 13.1721 images/s [11/14 21:36:55] ppdet.engine INFO: Epoch: [36] [ 680/3251] learning_rate: 0.141982 loss_vfl: 0.840212 loss_bbox: 0.286449 loss_dfl: 0.190537 loss: 1.327160 eta: 5 days, 5:03:47 batch_cost: 2.2292 data_cost: 0.0009 ips: 12.5605 images/s [11/14 21:37:40] ppdet.engine INFO: Epoch: [36] [ 700/3251] learning_rate: 0.141965 loss_vfl: 0.816994 loss_bbox: 0.312788 loss_dfl: 0.205989 loss: 1.360029 eta: 5 days, 5:03:02 batch_cost: 2.1195 data_cost: 0.0014 ips: 13.2108 images/s [11/14 21:38:25] ppdet.engine INFO: Epoch: [36] [ 720/3251] learning_rate: 0.141947 loss_vfl: 0.822567 loss_bbox: 0.319990 loss_dfl: 0.205166 loss: 1.353878 eta: 5 days, 5:02:15 batch_cost: 2.0824 data_cost: 0.0010 ips: 13.4460 images/s [11/14 21:39:13] ppdet.engine INFO: Epoch: [36] [ 740/3251] learning_rate: 0.141930 loss_vfl: 0.834831 loss_bbox: 0.308154 loss_dfl: 0.202945 loss: 1.332702 eta: 5 days, 5:01:35 batch_cost: 2.2513 data_cost: 0.0009 ips: 12.4372 images/s [11/14 21:40:00] ppdet.engine INFO: Epoch: [36] [ 760/3251] learning_rate: 0.141912 loss_vfl: 0.827826 loss_bbox: 0.299039 loss_dfl: 0.193333 loss: 1.342066 eta: 5 days, 5:00:54 batch_cost: 2.2544 data_cost: 0.0009 ips: 12.4204 images/s [11/14 21:40:46] ppdet.engine INFO: Epoch: [36] [ 780/3251] learning_rate: 0.141895 loss_vfl: 0.791208 loss_bbox: 0.298313 loss_dfl: 0.188021 loss: 1.286462 eta: 5 days, 5:00:10 batch_cost: 2.1652 data_cost: 0.0009 ips: 12.9319 images/s [11/14 21:41:32] ppdet.engine INFO: Epoch: [36] [ 800/3251] learning_rate: 0.141877 loss_vfl: 0.824606 loss_bbox: 0.297933 loss_dfl: 0.206762 loss: 1.325536 eta: 5 days, 4:59:28 batch_cost: 2.1989 data_cost: 0.0010 ips: 12.7334 images/s [11/14 21:42:20] ppdet.engine INFO: Epoch: [36] [ 820/3251] learning_rate: 0.141860 loss_vfl: 0.841169 loss_bbox: 0.323361 loss_dfl: 0.211313 loss: 1.366440 eta: 5 days, 4:58:49 batch_cost: 2.3052 data_cost: 0.0009 ips: 12.1464 images/s [11/14 21:43:07] ppdet.engine INFO: Epoch: [36] [ 840/3251] learning_rate: 0.141842 loss_vfl: 0.834473 loss_bbox: 0.282839 loss_dfl: 0.187425 loss: 1.294211 eta: 5 days, 4:58:08 batch_cost: 2.2325 data_cost: 0.0010 ips: 12.5419 images/s [11/14 21:43:52] ppdet.engine INFO: Epoch: [36] [ 860/3251] learning_rate: 0.141825 loss_vfl: 0.842533 loss_bbox: 0.303602 loss_dfl: 0.192089 loss: 1.323414 eta: 5 days, 4:57:25 batch_cost: 2.1854 data_cost: 0.0009 ips: 12.8125 images/s [11/14 21:44:40] ppdet.engine INFO: Epoch: [36] [ 880/3251] learning_rate: 0.141807 loss_vfl: 0.844281 loss_bbox: 0.304641 loss_dfl: 0.194552 loss: 1.356513 eta: 5 days, 4:56:45 batch_cost: 2.2715 data_cost: 0.0009 ips: 12.3268 images/s [11/14 21:45:26] ppdet.engine INFO: Epoch: [36] [ 900/3251] learning_rate: 0.141789 loss_vfl: 0.822021 loss_bbox: 0.274778 loss_dfl: 0.183578 loss: 1.274221 eta: 5 days, 4:56:02 batch_cost: 2.1839 data_cost: 0.0009 ips: 12.8209 images/s [11/14 21:46:12] ppdet.engine INFO: Epoch: [36] [ 920/3251] learning_rate: 0.141772 loss_vfl: 0.829412 loss_bbox: 0.273654 loss_dfl: 0.183375 loss: 1.272241 eta: 5 days, 4:55:21 batch_cost: 2.2351 data_cost: 0.0010 ips: 12.5276 images/s [11/14 21:47:00] ppdet.engine INFO: Epoch: [36] [ 940/3251] learning_rate: 0.141754 loss_vfl: 0.830790 loss_bbox: 0.295646 loss_dfl: 0.191544 loss: 1.283552 eta: 5 days, 4:54:37 batch_cost: 2.1619 data_cost: 0.0009 ips: 12.9517 images/s [11/14 21:47:46] ppdet.engine INFO: Epoch: [36] [ 960/3251] learning_rate: 0.141737 loss_vfl: 0.818918 loss_bbox: 0.320475 loss_dfl: 0.199958 loss: 1.345280 eta: 5 days, 4:53:54 batch_cost: 2.1798 data_cost: 0.0009 ips: 12.8451 images/s [11/14 21:48:30] ppdet.engine INFO: Epoch: [36] [ 980/3251] learning_rate: 0.141719 loss_vfl: 0.828421 loss_bbox: 0.288003 loss_dfl: 0.193284 loss: 1.318407 eta: 5 days, 4:53:09 batch_cost: 2.1191 data_cost: 0.0010 ips: 13.2132 images/s [11/14 21:49:16] ppdet.engine INFO: Epoch: [36] [1000/3251] learning_rate: 0.141702 loss_vfl: 0.830976 loss_bbox: 0.312406 loss_dfl: 0.206930 loss: 1.363089 eta: 5 days, 4:52:27 batch_cost: 2.2209 data_cost: 0.0009 ips: 12.6073 images/s [11/14 21:50:05] ppdet.engine INFO: Epoch: [36] [1020/3251] learning_rate: 0.141684 loss_vfl: 0.824408 loss_bbox: 0.295993 loss_dfl: 0.191470 loss: 1.301831 eta: 5 days, 4:51:50 batch_cost: 2.3491 data_cost: 0.0009 ips: 11.9195 images/s [11/14 21:50:50] ppdet.engine INFO: Epoch: [36] [1040/3251] learning_rate: 0.141666 loss_vfl: 0.816886 loss_bbox: 0.278284 loss_dfl: 0.184736 loss: 1.286265 eta: 5 days, 4:51:06 batch_cost: 2.1550 data_cost: 0.0011 ips: 12.9931 images/s [11/14 21:51:35] ppdet.engine INFO: Epoch: [36] [1060/3251] learning_rate: 0.141649 loss_vfl: 0.814756 loss_bbox: 0.270524 loss_dfl: 0.171410 loss: 1.260850 eta: 5 days, 4:50:22 batch_cost: 2.1479 data_cost: 0.0010 ips: 13.0358 images/s [11/14 21:52:22] ppdet.engine INFO: Epoch: [36] [1080/3251] learning_rate: 0.141631 loss_vfl: 0.823866 loss_bbox: 0.277248 loss_dfl: 0.188729 loss: 1.296777 eta: 5 days, 4:49:42 batch_cost: 2.2754 data_cost: 0.0009 ips: 12.3056 images/s [11/14 21:53:10] ppdet.engine INFO: Epoch: [36] [1100/3251] learning_rate: 0.141614 loss_vfl: 0.855503 loss_bbox: 0.323842 loss_dfl: 0.202328 loss: 1.360911 eta: 5 days, 4:49:02 batch_cost: 2.2585 data_cost: 0.0011 ips: 12.3975 images/s [11/14 21:53:57] ppdet.engine INFO: Epoch: [36] [1120/3251] learning_rate: 0.141596 loss_vfl: 0.837153 loss_bbox: 0.280957 loss_dfl: 0.197859 loss: 1.305513 eta: 5 days, 4:48:19 batch_cost: 2.1758 data_cost: 0.0010 ips: 12.8691 images/s [11/14 21:54:45] ppdet.engine INFO: Epoch: [36] [1140/3251] learning_rate: 0.141579 loss_vfl: 0.812007 loss_bbox: 0.331446 loss_dfl: 0.199208 loss: 1.347419 eta: 5 days, 4:47:39 batch_cost: 2.2947 data_cost: 0.0009 ips: 12.2018 images/s [11/14 21:55:29] ppdet.engine INFO: Epoch: [36] [1160/3251] learning_rate: 0.141561 loss_vfl: 0.834330 loss_bbox: 0.294902 loss_dfl: 0.192733 loss: 1.332436 eta: 5 days, 4:46:53 batch_cost: 2.0799 data_cost: 0.0009 ips: 13.4620 images/s [11/14 21:56:16] ppdet.engine INFO: Epoch: [36] [1180/3251] learning_rate: 0.141543 loss_vfl: 0.806460 loss_bbox: 0.255496 loss_dfl: 0.169706 loss: 1.265128 eta: 5 days, 4:46:11 batch_cost: 2.2310 data_cost: 0.0009 ips: 12.5505 images/s [11/14 21:57:02] ppdet.engine INFO: Epoch: [36] [1200/3251] learning_rate: 0.141526 loss_vfl: 0.829604 loss_bbox: 0.249735 loss_dfl: 0.179635 loss: 1.248981 eta: 5 days, 4:45:26 batch_cost: 2.1054 data_cost: 0.0010 ips: 13.2992 images/s [11/14 21:57:50] ppdet.engine INFO: Epoch: [36] [1220/3251] learning_rate: 0.141508 loss_vfl: 0.822202 loss_bbox: 0.278776 loss_dfl: 0.177967 loss: 1.288316 eta: 5 days, 4:44:45 batch_cost: 2.2559 data_cost: 0.0014 ips: 12.4119 images/s [11/14 21:58:38] ppdet.engine INFO: Epoch: [36] [1240/3251] learning_rate: 0.141491 loss_vfl: 0.828097 loss_bbox: 0.303779 loss_dfl: 0.189960 loss: 1.327770 eta: 5 days, 4:44:06 batch_cost: 2.3004 data_cost: 0.0011 ips: 12.1720 images/s [11/14 21:59:27] ppdet.engine INFO: Epoch: [36] [1260/3251] learning_rate: 0.141473 loss_vfl: 0.829287 loss_bbox: 0.307305 loss_dfl: 0.194424 loss: 1.331618 eta: 5 days, 4:43:28 batch_cost: 2.3060 data_cost: 0.0009 ips: 12.1424 images/s [11/14 22:00:13] ppdet.engine INFO: Epoch: [36] [1280/3251] learning_rate: 0.141455 loss_vfl: 0.819822 loss_bbox: 0.324946 loss_dfl: 0.209844 loss: 1.392244 eta: 5 days, 4:42:45 batch_cost: 2.1823 data_cost: 0.0011 ips: 12.8304 images/s [11/14 22:00:58] ppdet.engine INFO: Epoch: [36] [1300/3251] learning_rate: 0.141438 loss_vfl: 0.830421 loss_bbox: 0.304128 loss_dfl: 0.201392 loss: 1.345809 eta: 5 days, 4:41:59 batch_cost: 2.1142 data_cost: 0.0009 ips: 13.2439 images/s [11/14 22:01:44] ppdet.engine INFO: Epoch: [36] [1320/3251] learning_rate: 0.141420 loss_vfl: 0.834961 loss_bbox: 0.275303 loss_dfl: 0.180458 loss: 1.268568 eta: 5 days, 4:41:16 batch_cost: 2.1769 data_cost: 0.0045 ips: 12.8624 images/s [11/14 22:02:34] ppdet.engine INFO: Epoch: [36] [1340/3251] learning_rate: 0.141403 loss_vfl: 0.815480 loss_bbox: 0.272576 loss_dfl: 0.183222 loss: 1.253096 eta: 5 days, 4:40:37 batch_cost: 2.2957 data_cost: 0.0011 ips: 12.1965 images/s [11/14 22:03:17] ppdet.engine INFO: Epoch: [36] [1360/3251] learning_rate: 0.141385 loss_vfl: 0.816398 loss_bbox: 0.296143 loss_dfl: 0.193810 loss: 1.313155 eta: 5 days, 4:39:49 batch_cost: 2.0481 data_cost: 0.0009 ips: 13.6713 images/s [11/14 22:04:04] ppdet.engine INFO: Epoch: [36] [1380/3251] learning_rate: 0.141368 loss_vfl: 0.830227 loss_bbox: 0.293067 loss_dfl: 0.189677 loss: 1.312192 eta: 5 days, 4:39:06 batch_cost: 2.1665 data_cost: 0.0010 ips: 12.9243 images/s [11/14 22:04:51] ppdet.engine INFO: Epoch: [36] [1400/3251] learning_rate: 0.141350 loss_vfl: 0.832302 loss_bbox: 0.326064 loss_dfl: 0.201116 loss: 1.355937 eta: 5 days, 4:38:24 batch_cost: 2.2123 data_cost: 0.0012 ips: 12.6563 images/s [11/14 22:05:36] ppdet.engine INFO: Epoch: [36] [1420/3251] learning_rate: 0.141332 loss_vfl: 0.818596 loss_bbox: 0.303250 loss_dfl: 0.198741 loss: 1.318487 eta: 5 days, 4:37:39 batch_cost: 2.1337 data_cost: 0.0009 ips: 13.1226 images/s [11/14 22:06:22] ppdet.engine INFO: Epoch: [36] [1440/3251] learning_rate: 0.141315 loss_vfl: 0.837417 loss_bbox: 0.319188 loss_dfl: 0.212184 loss: 1.358890 eta: 5 days, 4:36:55 batch_cost: 2.1636 data_cost: 0.0011 ips: 12.9415 images/s [11/14 22:07:05] ppdet.engine INFO: Epoch: [36] [1460/3251] learning_rate: 0.141297 loss_vfl: 0.818075 loss_bbox: 0.283566 loss_dfl: 0.185579 loss: 1.270931 eta: 5 days, 4:36:08 batch_cost: 2.0538 data_cost: 0.0010 ips: 13.6334 images/s [11/14 22:07:52] ppdet.engine INFO: Epoch: [36] [1480/3251] learning_rate: 0.141280 loss_vfl: 0.822907 loss_bbox: 0.316443 loss_dfl: 0.198521 loss: 1.345262 eta: 5 days, 4:35:26 batch_cost: 2.2260 data_cost: 0.0009 ips: 12.5786 images/s [11/14 22:08:40] ppdet.engine INFO: Epoch: [36] [1500/3251] learning_rate: 0.141262 loss_vfl: 0.821190 loss_bbox: 0.267649 loss_dfl: 0.176177 loss: 1.281726 eta: 5 days, 4:34:47 batch_cost: 2.2957 data_cost: 0.0009 ips: 12.1968 images/s [11/14 22:09:25] ppdet.engine INFO: Epoch: [36] [1520/3251] learning_rate: 0.141244 loss_vfl: 0.837836 loss_bbox: 0.273147 loss_dfl: 0.184965 loss: 1.294433 eta: 5 days, 4:34:04 batch_cost: 2.1894 data_cost: 0.0010 ips: 12.7886 images/s [11/14 22:10:13] ppdet.engine INFO: Epoch: [36] [1540/3251] learning_rate: 0.141227 loss_vfl: 0.811650 loss_bbox: 0.272096 loss_dfl: 0.187205 loss: 1.274786 eta: 5 days, 4:33:25 batch_cost: 2.2789 data_cost: 0.0009 ips: 12.2866 images/s [11/14 22:10:56] ppdet.engine INFO: Epoch: [36] [1560/3251] learning_rate: 0.141209 loss_vfl: 0.805854 loss_bbox: 0.278575 loss_dfl: 0.179594 loss: 1.249570 eta: 5 days, 4:32:35 batch_cost: 2.0015 data_cost: 0.0009 ips: 13.9896 images/s [11/14 22:11:46] ppdet.engine INFO: Epoch: [36] [1580/3251] learning_rate: 0.141192 loss_vfl: 0.802478 loss_bbox: 0.275982 loss_dfl: 0.177140 loss: 1.258740 eta: 5 days, 4:31:55 batch_cost: 2.2525 data_cost: 0.0014 ips: 12.4307 images/s [11/14 22:12:30] ppdet.engine INFO: Epoch: [36] [1600/3251] learning_rate: 0.141174 loss_vfl: 0.811421 loss_bbox: 0.292291 loss_dfl: 0.186918 loss: 1.273025 eta: 5 days, 4:31:08 batch_cost: 2.0724 data_cost: 0.0010 ips: 13.5112 images/s [11/14 22:13:16] ppdet.engine INFO: Epoch: [36] [1620/3251] learning_rate: 0.141156 loss_vfl: 0.838876 loss_bbox: 0.306218 loss_dfl: 0.201333 loss: 1.356065 eta: 5 days, 4:30:25 batch_cost: 2.1973 data_cost: 0.0012 ips: 12.7428 images/s [11/14 22:14:04] ppdet.engine INFO: Epoch: [36] [1640/3251] learning_rate: 0.141139 loss_vfl: 0.813246 loss_bbox: 0.295342 loss_dfl: 0.192481 loss: 1.347511 eta: 5 days, 4:29:45 batch_cost: 2.2544 data_cost: 0.0010 ips: 12.4200 images/s [11/14 22:14:50] ppdet.engine INFO: Epoch: [36] [1660/3251] learning_rate: 0.141121 loss_vfl: 0.817730 loss_bbox: 0.303602 loss_dfl: 0.193014 loss: 1.305256 eta: 5 days, 4:29:01 batch_cost: 2.1710 data_cost: 0.0009 ips: 12.8974 images/s [11/14 22:15:36] ppdet.engine INFO: Epoch: [36] [1680/3251] learning_rate: 0.141103 loss_vfl: 0.822514 loss_bbox: 0.256923 loss_dfl: 0.163792 loss: 1.247230 eta: 5 days, 4:28:18 batch_cost: 2.1641 data_cost: 0.0010 ips: 12.9385 images/s [11/14 22:16:23] ppdet.engine INFO: Epoch: [36] [1700/3251] learning_rate: 0.141086 loss_vfl: 0.811577 loss_bbox: 0.300129 loss_dfl: 0.192174 loss: 1.301117 eta: 5 days, 4:27:36 batch_cost: 2.2309 data_cost: 0.0011 ips: 12.5511 images/s [11/14 22:17:11] ppdet.engine INFO: Epoch: [36] [1720/3251] learning_rate: 0.141068 loss_vfl: 0.793148 loss_bbox: 0.275705 loss_dfl: 0.179255 loss: 1.228905 eta: 5 days, 4:26:57 batch_cost: 2.2752 data_cost: 0.0012 ips: 12.3065 images/s [11/14 22:17:57] ppdet.engine INFO: Epoch: [36] [1740/3251] learning_rate: 0.141051 loss_vfl: 0.827664 loss_bbox: 0.275569 loss_dfl: 0.182340 loss: 1.297644 eta: 5 days, 4:26:15 batch_cost: 2.2129 data_cost: 0.0009 ips: 12.6529 images/s [11/14 22:18:43] ppdet.engine INFO: Epoch: [36] [1760/3251] learning_rate: 0.141033 loss_vfl: 0.800399 loss_bbox: 0.289925 loss_dfl: 0.173783 loss: 1.287594 eta: 5 days, 4:25:32 batch_cost: 2.2072 data_cost: 0.0009 ips: 12.6855 images/s [11/14 22:19:29] ppdet.engine INFO: Epoch: [36] [1780/3251] learning_rate: 0.141015 loss_vfl: 0.828097 loss_bbox: 0.259095 loss_dfl: 0.181078 loss: 1.267314 eta: 5 days, 4:24:50 batch_cost: 2.1878 data_cost: 0.0010 ips: 12.7982 images/s [11/14 22:20:17] ppdet.engine INFO: Epoch: [36] [1800/3251] learning_rate: 0.140998 loss_vfl: 0.815093 loss_bbox: 0.290616 loss_dfl: 0.182196 loss: 1.268111 eta: 5 days, 4:24:09 batch_cost: 2.2528 data_cost: 0.0010 ips: 12.4288 images/s [11/14 22:21:02] ppdet.engine INFO: Epoch: [36] [1820/3251] learning_rate: 0.140980 loss_vfl: 0.822012 loss_bbox: 0.281360 loss_dfl: 0.194203 loss: 1.318142 eta: 5 days, 4:23:23 batch_cost: 2.1065 data_cost: 0.0009 ips: 13.2923 images/s [11/14 22:21:49] ppdet.engine INFO: Epoch: [36] [1840/3251] learning_rate: 0.140962 loss_vfl: 0.836886 loss_bbox: 0.301945 loss_dfl: 0.197089 loss: 1.336297 eta: 5 days, 4:22:40 batch_cost: 2.1834 data_cost: 0.0009 ips: 12.8243 images/s [11/14 22:22:37] ppdet.engine INFO: Epoch: [36] [1860/3251] learning_rate: 0.140945 loss_vfl: 0.825929 loss_bbox: 0.269552 loss_dfl: 0.177456 loss: 1.260419 eta: 5 days, 4:22:02 batch_cost: 2.3052 data_cost: 0.0015 ips: 12.1466 images/s [11/14 22:23:24] ppdet.engine INFO: Epoch: [36] [1880/3251] learning_rate: 0.140927 loss_vfl: 0.823787 loss_bbox: 0.294077 loss_dfl: 0.178559 loss: 1.287623 eta: 5 days, 4:21:19 batch_cost: 2.2089 data_cost: 0.0010 ips: 12.6758 images/s [11/14 22:24:11] ppdet.engine INFO: Epoch: [36] [1900/3251] learning_rate: 0.140910 loss_vfl: 0.810818 loss_bbox: 0.272350 loss_dfl: 0.188569 loss: 1.278225 eta: 5 days, 4:20:36 batch_cost: 2.1756 data_cost: 0.0010 ips: 12.8701 images/s [11/14 22:24:58] ppdet.engine INFO: Epoch: [36] [1920/3251] learning_rate: 0.140892 loss_vfl: 0.812708 loss_bbox: 0.304171 loss_dfl: 0.211441 loss: 1.319286 eta: 5 days, 4:19:51 batch_cost: 2.1148 data_cost: 0.0009 ips: 13.2399 images/s [11/14 22:25:44] ppdet.engine INFO: Epoch: [36] [1940/3251] learning_rate: 0.140874 loss_vfl: 0.831932 loss_bbox: 0.275246 loss_dfl: 0.180888 loss: 1.280369 eta: 5 days, 4:19:04 batch_cost: 2.0736 data_cost: 0.0016 ips: 13.5032 images/s [11/14 22:26:31] ppdet.engine INFO: Epoch: [36] [1960/3251] learning_rate: 0.140857 loss_vfl: 0.819625 loss_bbox: 0.282056 loss_dfl: 0.180003 loss: 1.300909 eta: 5 days, 4:18:23 batch_cost: 2.2365 data_cost: 0.0010 ips: 12.5196 images/s [11/14 22:27:18] ppdet.engine INFO: Epoch: [36] [1980/3251] learning_rate: 0.140839 loss_vfl: 0.811982 loss_bbox: 0.291392 loss_dfl: 0.182639 loss: 1.304888 eta: 5 days, 4:17:40 batch_cost: 2.2022 data_cost: 0.0014 ips: 12.7145 images/s [11/14 22:28:04] ppdet.engine INFO: Epoch: [36] [2000/3251] learning_rate: 0.140821 loss_vfl: 0.816231 loss_bbox: 0.306934 loss_dfl: 0.207906 loss: 1.349562 eta: 5 days, 4:16:57 batch_cost: 2.1790 data_cost: 0.0013 ips: 12.8502 images/s [11/14 22:28:51] ppdet.engine INFO: Epoch: [36] [2020/3251] learning_rate: 0.140804 loss_vfl: 0.821919 loss_bbox: 0.291999 loss_dfl: 0.196159 loss: 1.319284 eta: 5 days, 4:16:15 batch_cost: 2.2035 data_cost: 0.0010 ips: 12.7069 images/s [11/14 22:29:37] ppdet.engine INFO: Epoch: [36] [2040/3251] learning_rate: 0.140786 loss_vfl: 0.814369 loss_bbox: 0.284227 loss_dfl: 0.179434 loss: 1.299074 eta: 5 days, 4:15:33 batch_cost: 2.2054 data_cost: 0.0009 ips: 12.6958 images/s [11/14 22:30:27] ppdet.engine INFO: Epoch: [36] [2060/3251] learning_rate: 0.140768 loss_vfl: 0.837675 loss_bbox: 0.266438 loss_dfl: 0.180770 loss: 1.254090 eta: 5 days, 4:14:54 batch_cost: 2.3220 data_cost: 0.0010 ips: 12.0584 images/s [11/14 22:31:13] ppdet.engine INFO: Epoch: [36] [2080/3251] learning_rate: 0.140751 loss_vfl: 0.842183 loss_bbox: 0.254422 loss_dfl: 0.179021 loss: 1.302575 eta: 5 days, 4:14:08 batch_cost: 2.0821 data_cost: 0.0009 ips: 13.4478 images/s [11/14 22:31:58] ppdet.engine INFO: Epoch: [36] [2100/3251] learning_rate: 0.140733 loss_vfl: 0.818741 loss_bbox: 0.299530 loss_dfl: 0.189427 loss: 1.312891 eta: 5 days, 4:13:25 batch_cost: 2.1772 data_cost: 0.0015 ips: 12.8606 images/s [11/14 22:32:46] ppdet.engine INFO: Epoch: [36] [2120/3251] learning_rate: 0.140715 loss_vfl: 0.803502 loss_bbox: 0.279963 loss_dfl: 0.189537 loss: 1.301099 eta: 5 days, 4:12:43 batch_cost: 2.2313 data_cost: 0.0009 ips: 12.5485 images/s [11/14 22:33:34] ppdet.engine INFO: Epoch: [36] [2140/3251] learning_rate: 0.140698 loss_vfl: 0.833816 loss_bbox: 0.274970 loss_dfl: 0.179346 loss: 1.293009 eta: 5 days, 4:12:05 batch_cost: 2.3221 data_cost: 0.0010 ips: 12.0582 images/s [11/14 22:34:19] ppdet.engine INFO: Epoch: [36] [2160/3251] learning_rate: 0.140680 loss_vfl: 0.812312 loss_bbox: 0.282561 loss_dfl: 0.183226 loss: 1.300558 eta: 5 days, 4:11:20 batch_cost: 2.1124 data_cost: 0.0009 ips: 13.2548 images/s [11/14 22:35:05] ppdet.engine INFO: Epoch: [36] [2180/3251] learning_rate: 0.140662 loss_vfl: 0.826971 loss_bbox: 0.285003 loss_dfl: 0.190870 loss: 1.290450 eta: 5 days, 4:10:37 batch_cost: 2.1998 data_cost: 0.0009 ips: 12.7286 images/s [11/14 22:35:52] ppdet.engine INFO: Epoch: [36] [2200/3251] learning_rate: 0.140645 loss_vfl: 0.821188 loss_bbox: 0.284945 loss_dfl: 0.197412 loss: 1.317993 eta: 5 days, 4:09:54 batch_cost: 2.1639 data_cost: 0.0011 ips: 12.9399 images/s [11/14 22:36:37] ppdet.engine INFO: Epoch: [36] [2220/3251] learning_rate: 0.140627 loss_vfl: 0.828158 loss_bbox: 0.311087 loss_dfl: 0.194916 loss: 1.308652 eta: 5 days, 4:09:07 batch_cost: 2.0745 data_cost: 0.0009 ips: 13.4971 images/s [11/14 22:37:23] ppdet.engine INFO: Epoch: [36] [2240/3251] learning_rate: 0.140610 loss_vfl: 0.831800 loss_bbox: 0.285748 loss_dfl: 0.178464 loss: 1.306950 eta: 5 days, 4:08:25 batch_cost: 2.2229 data_cost: 0.0010 ips: 12.5963 images/s [11/14 22:38:10] ppdet.engine INFO: Epoch: [36] [2260/3251] learning_rate: 0.140592 loss_vfl: 0.808369 loss_bbox: 0.289746 loss_dfl: 0.194505 loss: 1.329286 eta: 5 days, 4:07:41 batch_cost: 2.1499 data_cost: 0.0009 ips: 13.0238 images/s [11/14 22:38:58] ppdet.engine INFO: Epoch: [36] [2280/3251] learning_rate: 0.140574 loss_vfl: 0.818562 loss_bbox: 0.281215 loss_dfl: 0.187529 loss: 1.292615 eta: 5 days, 4:07:02 batch_cost: 2.2858 data_cost: 0.0009 ips: 12.2494 images/s [11/14 22:39:42] ppdet.engine INFO: Epoch: [36] [2300/3251] learning_rate: 0.140557 loss_vfl: 0.819890 loss_bbox: 0.311118 loss_dfl: 0.197681 loss: 1.314435 eta: 5 days, 4:06:14 batch_cost: 2.0476 data_cost: 0.0009 ips: 13.6747 images/s [11/14 22:40:28] ppdet.engine INFO: Epoch: [36] [2320/3251] learning_rate: 0.140539 loss_vfl: 0.835141 loss_bbox: 0.296721 loss_dfl: 0.190691 loss: 1.334811 eta: 5 days, 4:05:27 batch_cost: 2.0792 data_cost: 0.0011 ips: 13.4669 images/s [11/14 22:41:14] ppdet.engine INFO: Epoch: [36] [2340/3251] learning_rate: 0.140521 loss_vfl: 0.831226 loss_bbox: 0.307710 loss_dfl: 0.185999 loss: 1.323828 eta: 5 days, 4:04:44 batch_cost: 2.1745 data_cost: 0.0013 ips: 12.8768 images/s [11/14 22:42:00] ppdet.engine INFO: Epoch: [36] [2360/3251] learning_rate: 0.140504 loss_vfl: 0.809867 loss_bbox: 0.281747 loss_dfl: 0.177091 loss: 1.263237 eta: 5 days, 4:04:02 batch_cost: 2.2140 data_cost: 0.0010 ips: 12.6469 images/s [11/14 22:42:49] ppdet.engine INFO: Epoch: [36] [2380/3251] learning_rate: 0.140486 loss_vfl: 0.813106 loss_bbox: 0.306920 loss_dfl: 0.212669 loss: 1.318685 eta: 5 days, 4:03:21 batch_cost: 2.2475 data_cost: 0.0010 ips: 12.4581 images/s [11/14 22:43:37] ppdet.engine INFO: Epoch: [36] [2400/3251] learning_rate: 0.140468 loss_vfl: 0.808322 loss_bbox: 0.272106 loss_dfl: 0.185387 loss: 1.280299 eta: 5 days, 4:02:40 batch_cost: 2.2381 data_cost: 0.0009 ips: 12.5104 images/s [11/14 22:44:24] ppdet.engine INFO: Epoch: [36] [2420/3251] learning_rate: 0.140450 loss_vfl: 0.808429 loss_bbox: 0.285015 loss_dfl: 0.187119 loss: 1.301142 eta: 5 days, 4:01:59 batch_cost: 2.2279 data_cost: 0.0009 ips: 12.5680 images/s [11/14 22:45:11] ppdet.engine INFO: Epoch: [36] [2440/3251] learning_rate: 0.140433 loss_vfl: 0.826382 loss_bbox: 0.301322 loss_dfl: 0.194608 loss: 1.336511 eta: 5 days, 4:01:14 batch_cost: 2.1503 data_cost: 0.0010 ips: 13.0213 images/s [11/14 22:45:54] ppdet.engine INFO: Epoch: [36] [2460/3251] learning_rate: 0.140415 loss_vfl: 0.831627 loss_bbox: 0.297765 loss_dfl: 0.189468 loss: 1.375100 eta: 5 days, 4:00:24 batch_cost: 1.9566 data_cost: 0.0010 ips: 14.3106 images/s [11/14 22:46:39] ppdet.engine INFO: Epoch: [36] [2480/3251] learning_rate: 0.140397 loss_vfl: 0.795693 loss_bbox: 0.279443 loss_dfl: 0.193084 loss: 1.295550 eta: 5 days, 3:59:36 batch_cost: 2.0351 data_cost: 0.0013 ips: 13.7587 images/s [11/14 22:47:26] ppdet.engine INFO: Epoch: [36] [2500/3251] learning_rate: 0.140380 loss_vfl: 0.827264 loss_bbox: 0.293577 loss_dfl: 0.192487 loss: 1.343329 eta: 5 days, 3:58:54 batch_cost: 2.2229 data_cost: 0.0014 ips: 12.5964 images/s [11/14 22:48:14] ppdet.engine INFO: Epoch: [36] [2520/3251] learning_rate: 0.140362 loss_vfl: 0.832942 loss_bbox: 0.293889 loss_dfl: 0.195737 loss: 1.311314 eta: 5 days, 3:58:14 batch_cost: 2.2785 data_cost: 0.0010 ips: 12.2888 images/s [11/14 22:48:57] ppdet.engine INFO: Epoch: [36] [2540/3251] learning_rate: 0.140344 loss_vfl: 0.845096 loss_bbox: 0.316300 loss_dfl: 0.194730 loss: 1.364726 eta: 5 days, 3:57:27 batch_cost: 2.0649 data_cost: 0.0009 ips: 13.5598 images/s [11/14 22:49:46] ppdet.engine INFO: Epoch: [36] [2560/3251] learning_rate: 0.140327 loss_vfl: 0.826837 loss_bbox: 0.301337 loss_dfl: 0.189408 loss: 1.310076 eta: 5 days, 3:56:50 batch_cost: 2.3583 data_cost: 0.0011 ips: 11.8729 images/s [11/14 22:50:31] ppdet.engine INFO: Epoch: [36] [2580/3251] learning_rate: 0.140309 loss_vfl: 0.827924 loss_bbox: 0.263074 loss_dfl: 0.167498 loss: 1.258558 eta: 5 days, 3:56:02 batch_cost: 2.0470 data_cost: 0.0010 ips: 13.6784 images/s [11/14 22:51:19] ppdet.engine INFO: Epoch: [36] [2600/3251] learning_rate: 0.140291 loss_vfl: 0.821443 loss_bbox: 0.268362 loss_dfl: 0.177636 loss: 1.283410 eta: 5 days, 3:55:23 batch_cost: 2.2865 data_cost: 0.0011 ips: 12.2457 images/s [11/14 22:52:04] ppdet.engine INFO: Epoch: [36] [2620/3251] learning_rate: 0.140274 loss_vfl: 0.847443 loss_bbox: 0.292614 loss_dfl: 0.192519 loss: 1.350895 eta: 5 days, 3:54:39 batch_cost: 2.1598 data_cost: 0.0009 ips: 12.9643 images/s [11/14 22:52:52] ppdet.engine INFO: Epoch: [36] [2640/3251] learning_rate: 0.140256 loss_vfl: 0.831786 loss_bbox: 0.253198 loss_dfl: 0.176472 loss: 1.279601 eta: 5 days, 3:53:58 batch_cost: 2.2495 data_cost: 0.0011 ips: 12.4470 images/s [11/14 22:53:37] ppdet.engine INFO: Epoch: [36] [2660/3251] learning_rate: 0.140238 loss_vfl: 0.811241 loss_bbox: 0.315713 loss_dfl: 0.194539 loss: 1.321183 eta: 5 days, 3:53:14 batch_cost: 2.1569 data_cost: 0.0015 ips: 12.9815 images/s [11/14 22:54:24] ppdet.engine INFO: Epoch: [36] [2680/3251] learning_rate: 0.140221 loss_vfl: 0.808931 loss_bbox: 0.272724 loss_dfl: 0.176468 loss: 1.247622 eta: 5 days, 3:52:32 batch_cost: 2.2066 data_cost: 0.0009 ips: 12.6894 images/s [11/14 22:55:09] ppdet.engine INFO: Epoch: [36] [2700/3251] learning_rate: 0.140203 loss_vfl: 0.823698 loss_bbox: 0.279669 loss_dfl: 0.172396 loss: 1.309328 eta: 5 days, 3:51:48 batch_cost: 2.1418 data_cost: 0.0010 ips: 13.0733 images/s [11/14 22:55:54] ppdet.engine INFO: Epoch: [36] [2720/3251] learning_rate: 0.140185 loss_vfl: 0.837981 loss_bbox: 0.286986 loss_dfl: 0.182541 loss: 1.267572 eta: 5 days, 3:51:03 batch_cost: 2.1208 data_cost: 0.0010 ips: 13.2023 images/s [11/14 22:56:40] ppdet.engine INFO: Epoch: [36] [2740/3251] learning_rate: 0.140167 loss_vfl: 0.834184 loss_bbox: 0.295772 loss_dfl: 0.186253 loss: 1.313585 eta: 5 days, 3:50:17 batch_cost: 2.1022 data_cost: 0.0009 ips: 13.3195 images/s [11/14 22:57:27] ppdet.engine INFO: Epoch: [36] [2760/3251] learning_rate: 0.140150 loss_vfl: 0.824644 loss_bbox: 0.250885 loss_dfl: 0.176577 loss: 1.286585 eta: 5 days, 3:49:36 batch_cost: 2.2492 data_cost: 0.0010 ips: 12.4490 images/s [11/14 22:58:13] ppdet.engine INFO: Epoch: [36] [2780/3251] learning_rate: 0.140132 loss_vfl: 0.815657 loss_bbox: 0.282841 loss_dfl: 0.182881 loss: 1.269498 eta: 5 days, 3:48:52 batch_cost: 2.1559 data_cost: 0.0010 ips: 12.9875 images/s [11/14 22:58:59] ppdet.engine INFO: Epoch: [36] [2800/3251] learning_rate: 0.140114 loss_vfl: 0.846410 loss_bbox: 0.277217 loss_dfl: 0.191302 loss: 1.290212 eta: 5 days, 3:48:09 batch_cost: 2.1790 data_cost: 0.0014 ips: 12.8499 images/s [11/14 22:59:46] ppdet.engine INFO: Epoch: [36] [2820/3251] learning_rate: 0.140097 loss_vfl: 0.831823 loss_bbox: 0.273566 loss_dfl: 0.181537 loss: 1.321876 eta: 5 days, 3:47:27 batch_cost: 2.2197 data_cost: 0.0009 ips: 12.6142 images/s [11/14 23:00:32] ppdet.engine INFO: Epoch: [36] [2840/3251] learning_rate: 0.140079 loss_vfl: 0.831896 loss_bbox: 0.309353 loss_dfl: 0.207483 loss: 1.360551 eta: 5 days, 3:46:45 batch_cost: 2.2126 data_cost: 0.0009 ips: 12.6546 images/s [11/14 23:01:19] ppdet.engine INFO: Epoch: [36] [2860/3251] learning_rate: 0.140061 loss_vfl: 0.833522 loss_bbox: 0.293454 loss_dfl: 0.182871 loss: 1.299650 eta: 5 days, 3:46:02 batch_cost: 2.1665 data_cost: 0.0009 ips: 12.9242 images/s [11/14 23:02:05] ppdet.engine INFO: Epoch: [36] [2880/3251] learning_rate: 0.140044 loss_vfl: 0.808595 loss_bbox: 0.327950 loss_dfl: 0.203077 loss: 1.346103 eta: 5 days, 3:45:18 batch_cost: 2.1701 data_cost: 0.0010 ips: 12.9029 images/s [11/14 23:02:51] ppdet.engine INFO: Epoch: [36] [2900/3251] learning_rate: 0.140026 loss_vfl: 0.856523 loss_bbox: 0.294871 loss_dfl: 0.187410 loss: 1.345022 eta: 5 days, 3:44:33 batch_cost: 2.1110 data_cost: 0.0009 ips: 13.2637 images/s [11/14 23:03:36] ppdet.engine INFO: Epoch: [36] [2920/3251] learning_rate: 0.140008 loss_vfl: 0.832510 loss_bbox: 0.273177 loss_dfl: 0.175249 loss: 1.280405 eta: 5 days, 3:43:49 batch_cost: 2.1692 data_cost: 0.0010 ips: 12.9082 images/s [11/14 23:04:21] ppdet.engine INFO: Epoch: [36] [2940/3251] learning_rate: 0.139990 loss_vfl: 0.839583 loss_bbox: 0.296189 loss_dfl: 0.189632 loss: 1.315118 eta: 5 days, 3:43:04 batch_cost: 2.1104 data_cost: 0.0009 ips: 13.2674 images/s [11/14 23:05:09] ppdet.engine INFO: Epoch: [36] [2960/3251] learning_rate: 0.139973 loss_vfl: 0.814291 loss_bbox: 0.293531 loss_dfl: 0.186843 loss: 1.315244 eta: 5 days, 3:42:22 batch_cost: 2.2316 data_cost: 0.0014 ips: 12.5468 images/s [11/14 23:05:55] ppdet.engine INFO: Epoch: [36] [2980/3251] learning_rate: 0.139955 loss_vfl: 0.824856 loss_bbox: 0.290107 loss_dfl: 0.185959 loss: 1.303700 eta: 5 days, 3:41:39 batch_cost: 2.1676 data_cost: 0.0010 ips: 12.9175 images/s [11/14 23:06:42] ppdet.engine INFO: Epoch: [36] [3000/3251] learning_rate: 0.139937 loss_vfl: 0.839972 loss_bbox: 0.250303 loss_dfl: 0.166417 loss: 1.266403 eta: 5 days, 3:40:56 batch_cost: 2.1834 data_cost: 0.0013 ips: 12.8239 images/s [11/14 23:07:28] ppdet.engine INFO: Epoch: [36] [3020/3251] learning_rate: 0.139920 loss_vfl: 0.833269 loss_bbox: 0.315171 loss_dfl: 0.200933 loss: 1.356553 eta: 5 days, 3:40:13 batch_cost: 2.1992 data_cost: 0.0011 ips: 12.7317 images/s [11/14 23:08:15] ppdet.engine INFO: Epoch: [36] [3040/3251] learning_rate: 0.139902 loss_vfl: 0.806695 loss_bbox: 0.278511 loss_dfl: 0.186082 loss: 1.264405 eta: 5 days, 3:39:30 batch_cost: 2.1879 data_cost: 0.0010 ips: 12.7979 images/s [11/14 23:09:01] ppdet.engine INFO: Epoch: [36] [3060/3251] learning_rate: 0.139884 loss_vfl: 0.826482 loss_bbox: 0.284958 loss_dfl: 0.181221 loss: 1.298826 eta: 5 days, 3:38:49 batch_cost: 2.2449 data_cost: 0.0010 ips: 12.4729 images/s [11/14 23:09:49] ppdet.engine INFO: Epoch: [36] [3080/3251] learning_rate: 0.139866 loss_vfl: 0.819626 loss_bbox: 0.316392 loss_dfl: 0.204872 loss: 1.327167 eta: 5 days, 3:38:09 batch_cost: 2.2616 data_cost: 0.0010 ips: 12.3805 images/s [11/14 23:10:36] ppdet.engine INFO: Epoch: [36] [3100/3251] learning_rate: 0.139849 loss_vfl: 0.814355 loss_bbox: 0.301090 loss_dfl: 0.198833 loss: 1.323161 eta: 5 days, 3:37:28 batch_cost: 2.2455 data_cost: 0.0014 ips: 12.4696 images/s [11/14 23:11:22] ppdet.engine INFO: Epoch: [36] [3120/3251] learning_rate: 0.139831 loss_vfl: 0.827039 loss_bbox: 0.310528 loss_dfl: 0.201492 loss: 1.374566 eta: 5 days, 3:36:44 batch_cost: 2.1565 data_cost: 0.0015 ips: 12.9838 images/s [11/14 23:12:10] ppdet.engine INFO: Epoch: [36] [3140/3251] learning_rate: 0.139813 loss_vfl: 0.831133 loss_bbox: 0.295501 loss_dfl: 0.190773 loss: 1.305023 eta: 5 days, 3:36:04 batch_cost: 2.2527 data_cost: 0.0010 ips: 12.4295 images/s [11/14 23:12:55] ppdet.engine INFO: Epoch: [36] [3160/3251] learning_rate: 0.139795 loss_vfl: 0.820333 loss_bbox: 0.280243 loss_dfl: 0.194640 loss: 1.295067 eta: 5 days, 3:35:19 batch_cost: 2.1244 data_cost: 0.0011 ips: 13.1801 images/s [11/14 23:13:41] ppdet.engine INFO: Epoch: [36] [3180/3251] learning_rate: 0.139778 loss_vfl: 0.833541 loss_bbox: 0.274712 loss_dfl: 0.174825 loss: 1.313320 eta: 5 days, 3:34:36 batch_cost: 2.2018 data_cost: 0.0009 ips: 12.7167 images/s [11/14 23:14:27] ppdet.engine INFO: Epoch: [36] [3200/3251] learning_rate: 0.139760 loss_vfl: 0.820884 loss_bbox: 0.238459 loss_dfl: 0.167095 loss: 1.236197 eta: 5 days, 3:33:52 batch_cost: 2.1386 data_cost: 0.0011 ips: 13.0928 images/s [11/14 23:15:14] ppdet.engine INFO: Epoch: [36] [3220/3251] learning_rate: 0.139742 loss_vfl: 0.819807 loss_bbox: 0.277612 loss_dfl: 0.187298 loss: 1.288192 eta: 5 days, 3:33:10 batch_cost: 2.2173 data_cost: 0.0010 ips: 12.6277 images/s [11/14 23:15:57] ppdet.engine INFO: Epoch: [36] [3240/3251] learning_rate: 0.139725 loss_vfl: 0.825229 loss_bbox: 0.312730 loss_dfl: 0.191021 loss: 1.319013 eta: 5 days, 3:32:21 batch_cost: 2.0168 data_cost: 0.0016 ips: 13.8836 images/s [11/14 23:16:37] ppdet.engine INFO: Epoch: [37] [ 0/3251] learning_rate: 0.139715 loss_vfl: 0.824992 loss_bbox: 0.296083 loss_dfl: 0.184573 loss: 1.319013 eta: 5 days, 3:32:08 batch_cost: 2.3928 data_cost: 0.7459 ips: 11.7016 images/s [11/14 23:17:28] ppdet.engine INFO: Epoch: [37] [ 20/3251] learning_rate: 0.139697 loss_vfl: 0.815640 loss_bbox: 0.287354 loss_dfl: 0.192027 loss: 1.322570 eta: 5 days, 3:31:32 batch_cost: 2.4061 data_cost: 0.0153 ips: 11.6371 images/s [11/14 23:18:15] ppdet.engine INFO: Epoch: [37] [ 40/3251] learning_rate: 0.139679 loss_vfl: 0.816844 loss_bbox: 0.289365 loss_dfl: 0.190260 loss: 1.299521 eta: 5 days, 3:30:50 batch_cost: 2.2082 data_cost: 0.0010 ips: 12.6803 images/s [11/14 23:19:02] ppdet.engine INFO: Epoch: [37] [ 60/3251] learning_rate: 0.139662 loss_vfl: 0.799653 loss_bbox: 0.333490 loss_dfl: 0.209827 loss: 1.365425 eta: 5 days, 3:30:07 batch_cost: 2.1739 data_cost: 0.0014 ips: 12.8800 images/s [11/14 23:19:50] ppdet.engine INFO: Epoch: [37] [ 80/3251] learning_rate: 0.139644 loss_vfl: 0.825966 loss_bbox: 0.308052 loss_dfl: 0.202744 loss: 1.304681 eta: 5 days, 3:29:23 batch_cost: 2.1679 data_cost: 0.0010 ips: 12.9157 images/s [11/14 23:20:38] ppdet.engine INFO: Epoch: [37] [ 100/3251] learning_rate: 0.139626 loss_vfl: 0.822713 loss_bbox: 0.234090 loss_dfl: 0.162008 loss: 1.245891 eta: 5 days, 3:28:44 batch_cost: 2.2902 data_cost: 0.0013 ips: 12.2259 images/s [11/14 23:21:24] ppdet.engine INFO: Epoch: [37] [ 120/3251] learning_rate: 0.139608 loss_vfl: 0.819037 loss_bbox: 0.298470 loss_dfl: 0.187866 loss: 1.292618 eta: 5 days, 3:28:01 batch_cost: 2.1843 data_cost: 0.0011 ips: 12.8190 images/s [11/14 23:22:11] ppdet.engine INFO: Epoch: [37] [ 140/3251] learning_rate: 0.139591 loss_vfl: 0.819070 loss_bbox: 0.314387 loss_dfl: 0.202797 loss: 1.344047 eta: 5 days, 3:27:19 batch_cost: 2.2113 data_cost: 0.0011 ips: 12.6621 images/s [11/14 23:22:55] ppdet.engine INFO: Epoch: [37] [ 160/3251] learning_rate: 0.139573 loss_vfl: 0.826745 loss_bbox: 0.282500 loss_dfl: 0.179749 loss: 1.300756 eta: 5 days, 3:26:33 batch_cost: 2.0891 data_cost: 0.0010 ips: 13.4029 images/s [11/14 23:23:38] ppdet.engine INFO: Epoch: [37] [ 180/3251] learning_rate: 0.139555 loss_vfl: 0.842795 loss_bbox: 0.302739 loss_dfl: 0.203846 loss: 1.341482 eta: 5 days, 3:25:43 batch_cost: 1.9913 data_cost: 0.0011 ips: 14.0609 images/s [11/14 23:24:26] ppdet.engine INFO: Epoch: [37] [ 200/3251] learning_rate: 0.139537 loss_vfl: 0.801120 loss_bbox: 0.260866 loss_dfl: 0.176921 loss: 1.252565 eta: 5 days, 3:25:01 batch_cost: 2.2196 data_cost: 0.0010 ips: 12.6149 images/s [11/14 23:25:13] ppdet.engine INFO: Epoch: [37] [ 220/3251] learning_rate: 0.139520 loss_vfl: 0.840402 loss_bbox: 0.272113 loss_dfl: 0.186386 loss: 1.304055 eta: 5 days, 3:24:18 batch_cost: 2.1609 data_cost: 0.0010 ips: 12.9577 images/s [11/14 23:26:00] ppdet.engine INFO: Epoch: [37] [ 240/3251] learning_rate: 0.139502 loss_vfl: 0.823592 loss_bbox: 0.264769 loss_dfl: 0.175967 loss: 1.292445 eta: 5 days, 3:23:36 batch_cost: 2.2137 data_cost: 0.0011 ips: 12.6483 images/s [11/14 23:26:46] ppdet.engine INFO: Epoch: [37] [ 260/3251] learning_rate: 0.139484 loss_vfl: 0.827976 loss_bbox: 0.282211 loss_dfl: 0.183572 loss: 1.290191 eta: 5 days, 3:22:52 batch_cost: 2.1699 data_cost: 0.0010 ips: 12.9040 images/s [11/14 23:27:32] ppdet.engine INFO: Epoch: [37] [ 280/3251] learning_rate: 0.139466 loss_vfl: 0.836688 loss_bbox: 0.287541 loss_dfl: 0.184136 loss: 1.293554 eta: 5 days, 3:22:09 batch_cost: 2.1965 data_cost: 0.0010 ips: 12.7473 images/s [11/14 23:28:20] ppdet.engine INFO: Epoch: [37] [ 300/3251] learning_rate: 0.139449 loss_vfl: 0.853257 loss_bbox: 0.262600 loss_dfl: 0.177096 loss: 1.351651 eta: 5 days, 3:21:29 batch_cost: 2.2445 data_cost: 0.0018 ips: 12.4751 images/s [11/14 23:29:07] ppdet.engine INFO: Epoch: [37] [ 320/3251] learning_rate: 0.139431 loss_vfl: 0.824729 loss_bbox: 0.307178 loss_dfl: 0.201978 loss: 1.316265 eta: 5 days, 3:20:48 batch_cost: 2.2595 data_cost: 0.0009 ips: 12.3920 images/s [11/14 23:29:54] ppdet.engine INFO: Epoch: [37] [ 340/3251] learning_rate: 0.139413 loss_vfl: 0.802000 loss_bbox: 0.267532 loss_dfl: 0.181747 loss: 1.259163 eta: 5 days, 3:20:07 batch_cost: 2.2346 data_cost: 0.0010 ips: 12.5304 images/s [11/14 23:30:40] ppdet.engine INFO: Epoch: [37] [ 360/3251] learning_rate: 0.139395 loss_vfl: 0.827802 loss_bbox: 0.280254 loss_dfl: 0.178287 loss: 1.271169 eta: 5 days, 3:19:23 batch_cost: 2.1540 data_cost: 0.0013 ips: 12.9991 images/s [11/14 23:31:26] ppdet.engine INFO: Epoch: [37] [ 380/3251] learning_rate: 0.139378 loss_vfl: 0.813128 loss_bbox: 0.278714 loss_dfl: 0.180507 loss: 1.292763 eta: 5 days, 3:18:37 batch_cost: 2.1021 data_cost: 0.0009 ips: 13.3203 images/s [11/14 23:32:14] ppdet.engine INFO: Epoch: [37] [ 400/3251] learning_rate: 0.139360 loss_vfl: 0.817146 loss_bbox: 0.319515 loss_dfl: 0.203241 loss: 1.336219 eta: 5 days, 3:17:54 batch_cost: 2.1735 data_cost: 0.0015 ips: 12.8823 images/s [11/14 23:33:01] ppdet.engine INFO: Epoch: [37] [ 420/3251] learning_rate: 0.139342 loss_vfl: 0.820675 loss_bbox: 0.255321 loss_dfl: 0.170509 loss: 1.245015 eta: 5 days, 3:17:09 batch_cost: 2.1392 data_cost: 0.0010 ips: 13.0893 images/s [11/14 23:33:47] ppdet.engine INFO: Epoch: [37] [ 440/3251] learning_rate: 0.139324 loss_vfl: 0.807676 loss_bbox: 0.266073 loss_dfl: 0.171361 loss: 1.265534 eta: 5 days, 3:16:26 batch_cost: 2.1868 data_cost: 0.0010 ips: 12.8042 images/s [11/14 23:34:33] ppdet.engine INFO: Epoch: [37] [ 460/3251] learning_rate: 0.139306 loss_vfl: 0.823392 loss_bbox: 0.285012 loss_dfl: 0.178611 loss: 1.318136 eta: 5 days, 3:15:43 batch_cost: 2.1749 data_cost: 0.0010 ips: 12.8740 images/s [11/14 23:35:17] ppdet.engine INFO: Epoch: [37] [ 480/3251] learning_rate: 0.139289 loss_vfl: 0.811212 loss_bbox: 0.298515 loss_dfl: 0.189865 loss: 1.330616 eta: 5 days, 3:14:57 batch_cost: 2.1035 data_cost: 0.0011 ips: 13.3114 images/s [11/14 23:36:06] ppdet.engine INFO: Epoch: [37] [ 500/3251] learning_rate: 0.139271 loss_vfl: 0.796479 loss_bbox: 0.286000 loss_dfl: 0.182597 loss: 1.255923 eta: 5 days, 3:14:19 batch_cost: 2.3311 data_cost: 0.0010 ips: 12.0114 images/s [11/14 23:36:52] ppdet.engine INFO: Epoch: [37] [ 520/3251] learning_rate: 0.139253 loss_vfl: 0.824881 loss_bbox: 0.285625 loss_dfl: 0.181386 loss: 1.292877 eta: 5 days, 3:13:36 batch_cost: 2.1823 data_cost: 0.0020 ips: 12.8308 images/s [11/14 23:37:40] ppdet.engine INFO: Epoch: [37] [ 540/3251] learning_rate: 0.139235 loss_vfl: 0.817433 loss_bbox: 0.290261 loss_dfl: 0.189739 loss: 1.308033 eta: 5 days, 3:12:56 batch_cost: 2.2837 data_cost: 0.0010 ips: 12.2608 images/s [11/14 23:38:25] ppdet.engine INFO: Epoch: [37] [ 560/3251] learning_rate: 0.139218 loss_vfl: 0.830658 loss_bbox: 0.245990 loss_dfl: 0.169573 loss: 1.254618 eta: 5 days, 3:12:13 batch_cost: 2.1779 data_cost: 0.0011 ips: 12.8566 images/s [11/14 23:39:12] ppdet.engine INFO: Epoch: [37] [ 580/3251] learning_rate: 0.139200 loss_vfl: 0.804086 loss_bbox: 0.273526 loss_dfl: 0.184956 loss: 1.265754 eta: 5 days, 3:11:30 batch_cost: 2.1910 data_cost: 0.0009 ips: 12.7798 images/s [11/14 23:39:56] ppdet.engine INFO: Epoch: [37] [ 600/3251] learning_rate: 0.139182 loss_vfl: 0.813696 loss_bbox: 0.315543 loss_dfl: 0.199393 loss: 1.312744 eta: 5 days, 3:10:45 batch_cost: 2.1238 data_cost: 0.0010 ips: 13.1840 images/s [11/14 23:40:40] ppdet.engine INFO: Epoch: [37] [ 620/3251] learning_rate: 0.139164 loss_vfl: 0.824181 loss_bbox: 0.294656 loss_dfl: 0.189880 loss: 1.304375 eta: 5 days, 3:09:56 batch_cost: 2.0061 data_cost: 0.0012 ips: 13.9575 images/s [11/14 23:41:26] ppdet.engine INFO: Epoch: [37] [ 640/3251] learning_rate: 0.139146 loss_vfl: 0.812443 loss_bbox: 0.309842 loss_dfl: 0.202294 loss: 1.311497 eta: 5 days, 3:09:15 batch_cost: 2.2266 data_cost: 0.0010 ips: 12.5752 images/s [11/14 23:42:12] ppdet.engine INFO: Epoch: [37] [ 660/3251] learning_rate: 0.139129 loss_vfl: 0.844027 loss_bbox: 0.292845 loss_dfl: 0.187725 loss: 1.322806 eta: 5 days, 3:08:31 batch_cost: 2.1514 data_cost: 0.0010 ips: 13.0146 images/s [11/14 23:42:58] ppdet.engine INFO: Epoch: [37] [ 680/3251] learning_rate: 0.139111 loss_vfl: 0.821283 loss_bbox: 0.274023 loss_dfl: 0.177709 loss: 1.264944 eta: 5 days, 3:07:44 batch_cost: 2.0850 data_cost: 0.0019 ips: 13.4291 images/s [11/14 23:43:45] ppdet.engine INFO: Epoch: [37] [ 700/3251] learning_rate: 0.139093 loss_vfl: 0.821615 loss_bbox: 0.273949 loss_dfl: 0.186292 loss: 1.287811 eta: 5 days, 3:07:02 batch_cost: 2.1925 data_cost: 0.0011 ips: 12.7709 images/s [11/14 23:44:31] ppdet.engine INFO: Epoch: [37] [ 720/3251] learning_rate: 0.139075 loss_vfl: 0.824585 loss_bbox: 0.274042 loss_dfl: 0.179790 loss: 1.293650 eta: 5 days, 3:06:18 batch_cost: 2.1786 data_cost: 0.0010 ips: 12.8521 images/s [11/14 23:45:14] ppdet.engine INFO: Epoch: [37] [ 740/3251] learning_rate: 0.139057 loss_vfl: 0.827925 loss_bbox: 0.280619 loss_dfl: 0.190764 loss: 1.306947 eta: 5 days, 3:05:30 batch_cost: 2.0138 data_cost: 0.0012 ips: 13.9040 images/s [11/14 23:46:01] ppdet.engine INFO: Epoch: [37] [ 760/3251] learning_rate: 0.139040 loss_vfl: 0.800448 loss_bbox: 0.311187 loss_dfl: 0.198528 loss: 1.332394 eta: 5 days, 3:04:46 batch_cost: 2.1718 data_cost: 0.0010 ips: 12.8923 images/s [11/14 23:46:46] ppdet.engine INFO: Epoch: [37] [ 780/3251] learning_rate: 0.139022 loss_vfl: 0.817065 loss_bbox: 0.281644 loss_dfl: 0.185609 loss: 1.318841 eta: 5 days, 3:04:00 batch_cost: 2.0915 data_cost: 0.0010 ips: 13.3875 images/s [11/14 23:47:34] ppdet.engine INFO: Epoch: [37] [ 800/3251] learning_rate: 0.139004 loss_vfl: 0.828024 loss_bbox: 0.285345 loss_dfl: 0.196862 loss: 1.293242 eta: 5 days, 3:03:17 batch_cost: 2.1675 data_cost: 0.0010 ips: 12.9181 images/s [11/14 23:48:22] ppdet.engine INFO: Epoch: [37] [ 820/3251] learning_rate: 0.138986 loss_vfl: 0.839510 loss_bbox: 0.279059 loss_dfl: 0.182675 loss: 1.313749 eta: 5 days, 3:02:35 batch_cost: 2.2123 data_cost: 0.0010 ips: 12.6563 images/s [11/14 23:49:09] ppdet.engine INFO: Epoch: [37] [ 840/3251] learning_rate: 0.138969 loss_vfl: 0.829507 loss_bbox: 0.308131 loss_dfl: 0.196812 loss: 1.314099 eta: 5 days, 3:01:54 batch_cost: 2.2449 data_cost: 0.0011 ips: 12.4727 images/s [11/14 23:49:54] ppdet.engine INFO: Epoch: [37] [ 860/3251] learning_rate: 0.138951 loss_vfl: 0.835993 loss_bbox: 0.274453 loss_dfl: 0.187242 loss: 1.283579 eta: 5 days, 3:01:08 batch_cost: 2.1054 data_cost: 0.0017 ips: 13.2993 images/s [11/14 23:50:42] ppdet.engine INFO: Epoch: [37] [ 880/3251] learning_rate: 0.138933 loss_vfl: 0.846352 loss_bbox: 0.310863 loss_dfl: 0.199550 loss: 1.349645 eta: 5 days, 3:00:27 batch_cost: 2.2424 data_cost: 0.0011 ips: 12.4864 images/s [11/14 23:51:28] ppdet.engine INFO: Epoch: [37] [ 900/3251] learning_rate: 0.138915 loss_vfl: 0.809139 loss_bbox: 0.265180 loss_dfl: 0.176012 loss: 1.253419 eta: 5 days, 2:59:45 batch_cost: 2.2100 data_cost: 0.0010 ips: 12.6694 images/s [11/14 23:52:13] ppdet.engine INFO: Epoch: [37] [ 920/3251] learning_rate: 0.138897 loss_vfl: 0.839546 loss_bbox: 0.253120 loss_dfl: 0.180009 loss: 1.276152 eta: 5 days, 2:58:58 batch_cost: 2.0805 data_cost: 0.0013 ips: 13.4582 images/s [11/14 23:53:01] ppdet.engine INFO: Epoch: [37] [ 940/3251] learning_rate: 0.138880 loss_vfl: 0.829785 loss_bbox: 0.253984 loss_dfl: 0.169492 loss: 1.266769 eta: 5 days, 2:58:17 batch_cost: 2.2473 data_cost: 0.0010 ips: 12.4595 images/s [11/14 23:53:47] ppdet.engine INFO: Epoch: [37] [ 960/3251] learning_rate: 0.138862 loss_vfl: 0.822868 loss_bbox: 0.282940 loss_dfl: 0.181795 loss: 1.297845 eta: 5 days, 2:57:34 batch_cost: 2.1749 data_cost: 0.0011 ips: 12.8741 images/s [11/14 23:54:32] ppdet.engine INFO: Epoch: [37] [ 980/3251] learning_rate: 0.138844 loss_vfl: 0.816326 loss_bbox: 0.304520 loss_dfl: 0.202772 loss: 1.321939 eta: 5 days, 2:56:49 batch_cost: 2.1199 data_cost: 0.0009 ips: 13.2080 images/s [11/14 23:55:19] ppdet.engine INFO: Epoch: [37] [1000/3251] learning_rate: 0.138826 loss_vfl: 0.810821 loss_bbox: 0.315095 loss_dfl: 0.208093 loss: 1.313971 eta: 5 days, 2:56:07 batch_cost: 2.2066 data_cost: 0.0010 ips: 12.6892 images/s [11/14 23:56:07] ppdet.engine INFO: Epoch: [37] [1020/3251] learning_rate: 0.138808 loss_vfl: 0.829811 loss_bbox: 0.251059 loss_dfl: 0.173786 loss: 1.276390 eta: 5 days, 2:55:24 batch_cost: 2.2055 data_cost: 0.0011 ips: 12.6955 images/s [11/14 23:56:52] ppdet.engine INFO: Epoch: [37] [1040/3251] learning_rate: 0.138790 loss_vfl: 0.809537 loss_bbox: 0.284494 loss_dfl: 0.180087 loss: 1.295274 eta: 5 days, 2:54:40 batch_cost: 2.1370 data_cost: 0.0010 ips: 13.1027 images/s [11/14 23:57:38] ppdet.engine INFO: Epoch: [37] [1060/3251] learning_rate: 0.138773 loss_vfl: 0.799351 loss_bbox: 0.263135 loss_dfl: 0.178987 loss: 1.263185 eta: 5 days, 2:53:57 batch_cost: 2.1922 data_cost: 0.0011 ips: 12.7727 images/s [11/14 23:58:25] ppdet.engine INFO: Epoch: [37] [1080/3251] learning_rate: 0.138755 loss_vfl: 0.812103 loss_bbox: 0.279638 loss_dfl: 0.176010 loss: 1.241280 eta: 5 days, 2:53:17 batch_cost: 2.2850 data_cost: 0.0009 ips: 12.2539 images/s [11/14 23:59:12] ppdet.engine INFO: Epoch: [37] [1100/3251] learning_rate: 0.138737 loss_vfl: 0.816770 loss_bbox: 0.289409 loss_dfl: 0.195618 loss: 1.295963 eta: 5 days, 2:52:35 batch_cost: 2.2018 data_cost: 0.0009 ips: 12.7167 images/s [11/14 23:59:58] ppdet.engine INFO: Epoch: [37] [1120/3251] learning_rate: 0.138719 loss_vfl: 0.799620 loss_bbox: 0.286673 loss_dfl: 0.187652 loss: 1.288449 eta: 5 days, 2:51:50 batch_cost: 2.1314 data_cost: 0.0009 ips: 13.1366 images/s [11/15 00:00:43] ppdet.engine INFO: Epoch: [37] [1140/3251] learning_rate: 0.138701 loss_vfl: 0.811576 loss_bbox: 0.319686 loss_dfl: 0.205675 loss: 1.345142 eta: 5 days, 2:51:06 batch_cost: 2.1547 data_cost: 0.0010 ips: 12.9949 images/s [11/15 00:01:29] ppdet.engine INFO: Epoch: [37] [1160/3251] learning_rate: 0.138684 loss_vfl: 0.829398 loss_bbox: 0.283052 loss_dfl: 0.188719 loss: 1.296550 eta: 5 days, 2:50:23 batch_cost: 2.1882 data_cost: 0.0010 ips: 12.7958 images/s [11/15 00:02:17] ppdet.engine INFO: Epoch: [37] [1180/3251] learning_rate: 0.138666 loss_vfl: 0.828479 loss_bbox: 0.321918 loss_dfl: 0.201722 loss: 1.356996 eta: 5 days, 2:49:45 batch_cost: 2.3096 data_cost: 0.0010 ips: 12.1232 images/s [11/15 00:03:02] ppdet.engine INFO: Epoch: [37] [1200/3251] learning_rate: 0.138648 loss_vfl: 0.838073 loss_bbox: 0.311678 loss_dfl: 0.196077 loss: 1.334911 eta: 5 days, 2:49:00 batch_cost: 2.1464 data_cost: 0.0009 ips: 13.0449 images/s [11/15 00:03:48] ppdet.engine INFO: Epoch: [37] [1220/3251] learning_rate: 0.138630 loss_vfl: 0.827291 loss_bbox: 0.277398 loss_dfl: 0.179393 loss: 1.280490 eta: 5 days, 2:48:17 batch_cost: 2.1676 data_cost: 0.0012 ips: 12.9175 images/s [11/15 00:04:35] ppdet.engine INFO: Epoch: [37] [1240/3251] learning_rate: 0.138612 loss_vfl: 0.814431 loss_bbox: 0.315002 loss_dfl: 0.204374 loss: 1.320273 eta: 5 days, 2:47:31 batch_cost: 2.1074 data_cost: 0.0009 ips: 13.2866 images/s [11/15 00:05:21] ppdet.engine INFO: Epoch: [37] [1260/3251] learning_rate: 0.138594 loss_vfl: 0.844615 loss_bbox: 0.279318 loss_dfl: 0.186674 loss: 1.290924 eta: 5 days, 2:46:47 batch_cost: 2.1551 data_cost: 0.0009 ips: 12.9922 images/s Corrupt JPEG data: 33378 extraneous bytes before marker 0xe2 [11/15 00:06:07] ppdet.engine INFO: Epoch: [37] [1280/3251] learning_rate: 0.138577 loss_vfl: 0.840584 loss_bbox: 0.253293 loss_dfl: 0.175565 loss: 1.284762 eta: 5 days, 2:46:04 batch_cost: 2.1646 data_cost: 0.0011 ips: 12.9352 images/s [11/15 00:06:53] ppdet.engine INFO: Epoch: [37] [1300/3251] learning_rate: 0.138559 loss_vfl: 0.819457 loss_bbox: 0.251672 loss_dfl: 0.169108 loss: 1.249677 eta: 5 days, 2:45:21 batch_cost: 2.1999 data_cost: 0.0014 ips: 12.7277 images/s [11/15 00:07:39] ppdet.engine INFO: Epoch: [37] [1320/3251] learning_rate: 0.138541 loss_vfl: 0.821460 loss_bbox: 0.269130 loss_dfl: 0.182804 loss: 1.271452 eta: 5 days, 2:44:38 batch_cost: 2.1751 data_cost: 0.0016 ips: 12.8727 images/s [11/15 00:08:23] ppdet.engine INFO: Epoch: [37] [1340/3251] learning_rate: 0.138523 loss_vfl: 0.861623 loss_bbox: 0.300737 loss_dfl: 0.191657 loss: 1.344824 eta: 5 days, 2:43:51 batch_cost: 2.0725 data_cost: 0.0011 ips: 13.5102 images/s [11/15 00:09:11] ppdet.engine INFO: Epoch: [37] [1360/3251] learning_rate: 0.138505 loss_vfl: 0.818125 loss_bbox: 0.298215 loss_dfl: 0.191436 loss: 1.328730 eta: 5 days, 2:43:12 batch_cost: 2.3006 data_cost: 0.0010 ips: 12.1710 images/s [11/15 00:09:59] ppdet.engine INFO: Epoch: [37] [1380/3251] learning_rate: 0.138487 loss_vfl: 0.793323 loss_bbox: 0.278248 loss_dfl: 0.184913 loss: 1.271080 eta: 5 days, 2:42:31 batch_cost: 2.2437 data_cost: 0.0013 ips: 12.4792 images/s [11/15 00:10:45] ppdet.engine INFO: Epoch: [37] [1400/3251] learning_rate: 0.138470 loss_vfl: 0.818784 loss_bbox: 0.299620 loss_dfl: 0.193858 loss: 1.308799 eta: 5 days, 2:41:48 batch_cost: 2.1972 data_cost: 0.0011 ips: 12.7433 images/s [11/15 00:11:31] ppdet.engine INFO: Epoch: [37] [1420/3251] learning_rate: 0.138452 loss_vfl: 0.845017 loss_bbox: 0.305681 loss_dfl: 0.190047 loss: 1.343472 eta: 5 days, 2:41:03 batch_cost: 2.1158 data_cost: 0.0010 ips: 13.2336 images/s [11/15 00:12:17] ppdet.engine INFO: Epoch: [37] [1440/3251] learning_rate: 0.138434 loss_vfl: 0.829697 loss_bbox: 0.275945 loss_dfl: 0.190190 loss: 1.322917 eta: 5 days, 2:40:19 batch_cost: 2.1526 data_cost: 0.0014 ips: 13.0078 images/s [11/15 00:13:04] ppdet.engine INFO: Epoch: [37] [1460/3251] learning_rate: 0.138416 loss_vfl: 0.803636 loss_bbox: 0.283590 loss_dfl: 0.190616 loss: 1.274809 eta: 5 days, 2:39:35 batch_cost: 2.1393 data_cost: 0.0010 ips: 13.0886 images/s [11/15 00:13:50] ppdet.engine INFO: Epoch: [37] [1480/3251] learning_rate: 0.138398 loss_vfl: 0.804820 loss_bbox: 0.315263 loss_dfl: 0.198045 loss: 1.346006 eta: 5 days, 2:38:52 batch_cost: 2.2116 data_cost: 0.0010 ips: 12.6606 images/s [11/15 00:14:35] ppdet.engine INFO: Epoch: [37] [1500/3251] learning_rate: 0.138380 loss_vfl: 0.840194 loss_bbox: 0.278562 loss_dfl: 0.186176 loss: 1.313008 eta: 5 days, 2:38:05 batch_cost: 2.0648 data_cost: 0.0009 ips: 13.5605 images/s [11/15 00:15:23] ppdet.engine INFO: Epoch: [37] [1520/3251] learning_rate: 0.138363 loss_vfl: 0.816151 loss_bbox: 0.332437 loss_dfl: 0.204258 loss: 1.359544 eta: 5 days, 2:37:24 batch_cost: 2.2335 data_cost: 0.0010 ips: 12.5362 images/s [11/15 00:16:08] ppdet.engine INFO: Epoch: [37] [1540/3251] learning_rate: 0.138345 loss_vfl: 0.832726 loss_bbox: 0.269603 loss_dfl: 0.178986 loss: 1.294739 eta: 5 days, 2:36:41 batch_cost: 2.1744 data_cost: 0.0010 ips: 12.8771 images/s [11/15 00:16:54] ppdet.engine INFO: Epoch: [37] [1560/3251] learning_rate: 0.138327 loss_vfl: 0.848783 loss_bbox: 0.293338 loss_dfl: 0.200670 loss: 1.328402 eta: 5 days, 2:35:58 batch_cost: 2.1763 data_cost: 0.0009 ips: 12.8658 images/s [11/15 00:17:40] ppdet.engine INFO: Epoch: [37] [1580/3251] learning_rate: 0.138309 loss_vfl: 0.829991 loss_bbox: 0.311796 loss_dfl: 0.189756 loss: 1.332915 eta: 5 days, 2:35:15 batch_cost: 2.1923 data_cost: 0.0010 ips: 12.7721 images/s [11/15 00:18:28] ppdet.engine INFO: Epoch: [37] [1600/3251] learning_rate: 0.138291 loss_vfl: 0.811015 loss_bbox: 0.298470 loss_dfl: 0.199922 loss: 1.283582 eta: 5 days, 2:34:34 batch_cost: 2.2510 data_cost: 0.0011 ips: 12.4388 images/s [11/15 00:19:14] ppdet.engine INFO: Epoch: [37] [1620/3251] learning_rate: 0.138273 loss_vfl: 0.820625 loss_bbox: 0.303342 loss_dfl: 0.197684 loss: 1.340988 eta: 5 days, 2:33:51 batch_cost: 2.1914 data_cost: 0.0010 ips: 12.7773 images/s [11/15 00:20:00] ppdet.engine INFO: Epoch: [37] [1640/3251] learning_rate: 0.138255 loss_vfl: 0.811294 loss_bbox: 0.311462 loss_dfl: 0.184365 loss: 1.325431 eta: 5 days, 2:33:07 batch_cost: 2.1590 data_cost: 0.0010 ips: 12.9690 images/s [11/15 00:20:46] ppdet.engine INFO: Epoch: [37] [1660/3251] learning_rate: 0.138238 loss_vfl: 0.838545 loss_bbox: 0.281083 loss_dfl: 0.187922 loss: 1.307856 eta: 5 days, 2:32:22 batch_cost: 2.1278 data_cost: 0.0012 ips: 13.1588 images/s [11/15 00:21:33] ppdet.engine INFO: Epoch: [37] [1680/3251] learning_rate: 0.138220 loss_vfl: 0.800285 loss_bbox: 0.305640 loss_dfl: 0.193035 loss: 1.286648 eta: 5 days, 2:31:40 batch_cost: 2.1985 data_cost: 0.0010 ips: 12.7358 images/s [11/15 00:22:20] ppdet.engine INFO: Epoch: [37] [1700/3251] learning_rate: 0.138202 loss_vfl: 0.807445 loss_bbox: 0.320866 loss_dfl: 0.199647 loss: 1.362279 eta: 5 days, 2:30:59 batch_cost: 2.2440 data_cost: 0.0009 ips: 12.4775 images/s [11/15 00:23:04] ppdet.engine INFO: Epoch: [37] [1720/3251] learning_rate: 0.138184 loss_vfl: 0.806736 loss_bbox: 0.280556 loss_dfl: 0.189983 loss: 1.321171 eta: 5 days, 2:30:13 batch_cost: 2.1011 data_cost: 0.0010 ips: 13.3263 images/s [11/15 00:23:50] ppdet.engine INFO: Epoch: [37] [1740/3251] learning_rate: 0.138166 loss_vfl: 0.846222 loss_bbox: 0.299042 loss_dfl: 0.187393 loss: 1.314670 eta: 5 days, 2:29:29 batch_cost: 2.1512 data_cost: 0.0016 ips: 13.0162 images/s [11/15 00:24:36] ppdet.engine INFO: Epoch: [37] [1760/3251] learning_rate: 0.138148 loss_vfl: 0.832362 loss_bbox: 0.314354 loss_dfl: 0.194478 loss: 1.317883 eta: 5 days, 2:28:47 batch_cost: 2.2082 data_cost: 0.0011 ips: 12.6801 images/s [11/15 00:25:24] ppdet.engine INFO: Epoch: [37] [1780/3251] learning_rate: 0.138130 loss_vfl: 0.808545 loss_bbox: 0.278595 loss_dfl: 0.184194 loss: 1.297951 eta: 5 days, 2:28:08 batch_cost: 2.2986 data_cost: 0.0009 ips: 12.1815 images/s [11/15 00:26:11] ppdet.engine INFO: Epoch: [37] [1800/3251] learning_rate: 0.138112 loss_vfl: 0.807412 loss_bbox: 0.289336 loss_dfl: 0.188433 loss: 1.314515 eta: 5 days, 2:27:24 batch_cost: 2.1663 data_cost: 0.0010 ips: 12.9251 images/s [11/15 00:26:59] ppdet.engine INFO: Epoch: [37] [1820/3251] learning_rate: 0.138095 loss_vfl: 0.809972 loss_bbox: 0.304121 loss_dfl: 0.185070 loss: 1.302330 eta: 5 days, 2:26:44 batch_cost: 2.2779 data_cost: 0.0009 ips: 12.2921 images/s [11/15 00:27:45] ppdet.engine INFO: Epoch: [37] [1840/3251] learning_rate: 0.138077 loss_vfl: 0.832497 loss_bbox: 0.256602 loss_dfl: 0.174411 loss: 1.270962 eta: 5 days, 2:26:03 batch_cost: 2.2424 data_cost: 0.0012 ips: 12.4864 images/s [11/15 00:28:31] ppdet.engine INFO: Epoch: [37] [1860/3251] learning_rate: 0.138059 loss_vfl: 0.836348 loss_bbox: 0.307298 loss_dfl: 0.198948 loss: 1.349698 eta: 5 days, 2:25:19 batch_cost: 2.1496 data_cost: 0.0016 ips: 13.0255 images/s [11/15 00:29:17] ppdet.engine INFO: Epoch: [37] [1880/3251] learning_rate: 0.138041 loss_vfl: 0.839234 loss_bbox: 0.294313 loss_dfl: 0.183873 loss: 1.332712 eta: 5 days, 2:24:37 batch_cost: 2.2064 data_cost: 0.0009 ips: 12.6901 images/s [11/15 00:30:04] ppdet.engine INFO: Epoch: [37] [1900/3251] learning_rate: 0.138023 loss_vfl: 0.851730 loss_bbox: 0.306059 loss_dfl: 0.196703 loss: 1.359454 eta: 5 days, 2:23:55 batch_cost: 2.2317 data_cost: 0.0010 ips: 12.5465 images/s [11/15 00:30:50] ppdet.engine INFO: Epoch: [37] [1920/3251] learning_rate: 0.138005 loss_vfl: 0.831882 loss_bbox: 0.256328 loss_dfl: 0.178888 loss: 1.271609 eta: 5 days, 2:23:14 batch_cost: 2.2352 data_cost: 0.0012 ips: 12.5267 images/s [11/15 00:31:39] ppdet.engine INFO: Epoch: [37] [1940/3251] learning_rate: 0.137987 loss_vfl: 0.840407 loss_bbox: 0.229032 loss_dfl: 0.167514 loss: 1.230291 eta: 5 days, 2:22:33 batch_cost: 2.2537 data_cost: 0.0009 ips: 12.4239 images/s [11/15 00:32:24] ppdet.engine INFO: Epoch: [37] [1960/3251] learning_rate: 0.137970 loss_vfl: 0.839393 loss_bbox: 0.256364 loss_dfl: 0.176954 loss: 1.277068 eta: 5 days, 2:21:47 batch_cost: 2.0884 data_cost: 0.0009 ips: 13.4077 images/s [11/15 00:33:12] ppdet.engine INFO: Epoch: [37] [1980/3251] learning_rate: 0.137952 loss_vfl: 0.826439 loss_bbox: 0.267901 loss_dfl: 0.179060 loss: 1.274215 eta: 5 days, 2:21:06 batch_cost: 2.2384 data_cost: 0.0015 ips: 12.5090 images/s [11/15 00:33:58] ppdet.engine INFO: Epoch: [37] [2000/3251] learning_rate: 0.137934 loss_vfl: 0.828807 loss_bbox: 0.284042 loss_dfl: 0.184041 loss: 1.296607 eta: 5 days, 2:20:22 batch_cost: 2.1664 data_cost: 0.0010 ips: 12.9249 images/s [11/15 00:34:45] ppdet.engine INFO: Epoch: [37] [2020/3251] learning_rate: 0.137916 loss_vfl: 0.813231 loss_bbox: 0.293781 loss_dfl: 0.187222 loss: 1.310347 eta: 5 days, 2:19:41 batch_cost: 2.2367 data_cost: 0.0009 ips: 12.5184 images/s [11/15 00:35:30] ppdet.engine INFO: Epoch: [37] [2040/3251] learning_rate: 0.137898 loss_vfl: 0.817006 loss_bbox: 0.305351 loss_dfl: 0.195363 loss: 1.347525 eta: 5 days, 2:18:55 batch_cost: 2.1027 data_cost: 0.0011 ips: 13.3162 images/s [11/15 00:36:18] ppdet.engine INFO: Epoch: [37] [2060/3251] learning_rate: 0.137880 loss_vfl: 0.812521 loss_bbox: 0.283238 loss_dfl: 0.193199 loss: 1.298193 eta: 5 days, 2:18:15 batch_cost: 2.2815 data_cost: 0.0009 ips: 12.2727 images/s [11/15 00:37:03] ppdet.engine INFO: Epoch: [37] [2080/3251] learning_rate: 0.137862 loss_vfl: 0.788306 loss_bbox: 0.276559 loss_dfl: 0.190170 loss: 1.269826 eta: 5 days, 2:17:31 batch_cost: 2.1281 data_cost: 0.0012 ips: 13.1572 images/s [11/15 00:37:47] ppdet.engine INFO: Epoch: [37] [2100/3251] learning_rate: 0.137844 loss_vfl: 0.795583 loss_bbox: 0.303987 loss_dfl: 0.197619 loss: 1.284607 eta: 5 days, 2:16:43 batch_cost: 2.0386 data_cost: 0.0010 ips: 13.7347 images/s [11/15 00:38:34] ppdet.engine INFO: Epoch: [37] [2120/3251] learning_rate: 0.137826 loss_vfl: 0.830593 loss_bbox: 0.327461 loss_dfl: 0.209475 loss: 1.357597 eta: 5 days, 2:15:59 batch_cost: 2.1779 data_cost: 0.0010 ips: 12.8566 images/s [11/15 00:39:19] ppdet.engine INFO: Epoch: [37] [2140/3251] learning_rate: 0.137809 loss_vfl: 0.838459 loss_bbox: 0.259819 loss_dfl: 0.173644 loss: 1.282731 eta: 5 days, 2:15:14 batch_cost: 2.1228 data_cost: 0.0009 ips: 13.1899 images/s [11/15 00:40:07] ppdet.engine INFO: Epoch: [37] [2160/3251] learning_rate: 0.137791 loss_vfl: 0.823325 loss_bbox: 0.299899 loss_dfl: 0.186625 loss: 1.323387 eta: 5 days, 2:14:32 batch_cost: 2.2155 data_cost: 0.0020 ips: 12.6383 images/s [11/15 00:40:54] ppdet.engine INFO: Epoch: [37] [2180/3251] learning_rate: 0.137773 loss_vfl: 0.830061 loss_bbox: 0.271012 loss_dfl: 0.171292 loss: 1.260759 eta: 5 days, 2:13:50 batch_cost: 2.1885 data_cost: 0.0011 ips: 12.7940 images/s [11/15 00:41:41] ppdet.engine INFO: Epoch: [37] [2200/3251] learning_rate: 0.137755 loss_vfl: 0.837676 loss_bbox: 0.245819 loss_dfl: 0.169800 loss: 1.253215 eta: 5 days, 2:13:09 batch_cost: 2.2694 data_cost: 0.0013 ips: 12.3380 images/s [11/15 00:42:27] ppdet.engine INFO: Epoch: [37] [2220/3251] learning_rate: 0.137737 loss_vfl: 0.811336 loss_bbox: 0.291095 loss_dfl: 0.184683 loss: 1.317024 eta: 5 days, 2:12:23 batch_cost: 2.0838 data_cost: 0.0009 ips: 13.4371 images/s [11/15 00:43:13] ppdet.engine INFO: Epoch: [37] [2240/3251] learning_rate: 0.137719 loss_vfl: 0.808679 loss_bbox: 0.283770 loss_dfl: 0.185189 loss: 1.268214 eta: 5 days, 2:11:38 batch_cost: 2.1181 data_cost: 0.0010 ips: 13.2192 images/s [11/15 00:44:01] ppdet.engine INFO: Epoch: [37] [2260/3251] learning_rate: 0.137701 loss_vfl: 0.823025 loss_bbox: 0.284224 loss_dfl: 0.176165 loss: 1.267457 eta: 5 days, 2:10:57 batch_cost: 2.2404 data_cost: 0.0010 ips: 12.4977 images/s [11/15 00:44:46] ppdet.engine INFO: Epoch: [37] [2280/3251] learning_rate: 0.137683 loss_vfl: 0.815542 loss_bbox: 0.289963 loss_dfl: 0.184214 loss: 1.273445 eta: 5 days, 2:10:12 batch_cost: 2.1470 data_cost: 0.0010 ips: 13.0412 images/s [11/15 00:45:34] ppdet.engine INFO: Epoch: [37] [2300/3251] learning_rate: 0.137665 loss_vfl: 0.831455 loss_bbox: 0.269412 loss_dfl: 0.187647 loss: 1.257179 eta: 5 days, 2:09:31 batch_cost: 2.2360 data_cost: 0.0009 ips: 12.5221 images/s [11/15 00:46:21] ppdet.engine INFO: Epoch: [37] [2320/3251] learning_rate: 0.137647 loss_vfl: 0.833717 loss_bbox: 0.268281 loss_dfl: 0.176977 loss: 1.281858 eta: 5 days, 2:08:49 batch_cost: 2.2054 data_cost: 0.0009 ips: 12.6960 images/s [11/15 00:47:09] ppdet.engine INFO: Epoch: [37] [2340/3251] learning_rate: 0.137630 loss_vfl: 0.827560 loss_bbox: 0.316790 loss_dfl: 0.203621 loss: 1.338650 eta: 5 days, 2:08:09 batch_cost: 2.2791 data_cost: 0.0010 ips: 12.2854 images/s [11/15 00:47:52] ppdet.engine INFO: Epoch: [37] [2360/3251] learning_rate: 0.137612 loss_vfl: 0.804300 loss_bbox: 0.298709 loss_dfl: 0.194963 loss: 1.301432 eta: 5 days, 2:07:21 batch_cost: 2.0331 data_cost: 0.0010 ips: 13.7723 images/s [11/15 00:48:41] ppdet.engine INFO: Epoch: [37] [2380/3251] learning_rate: 0.137594 loss_vfl: 0.822209 loss_bbox: 0.301626 loss_dfl: 0.195595 loss: 1.331132 eta: 5 days, 2:06:43 batch_cost: 2.3240 data_cost: 0.0017 ips: 12.0484 images/s [11/15 00:49:28] ppdet.engine INFO: Epoch: [37] [2400/3251] learning_rate: 0.137576 loss_vfl: 0.832953 loss_bbox: 0.294015 loss_dfl: 0.181910 loss: 1.307254 eta: 5 days, 2:05:58 batch_cost: 2.1330 data_cost: 0.0010 ips: 13.1268 images/s [11/15 00:50:13] ppdet.engine INFO: Epoch: [37] [2420/3251] learning_rate: 0.137558 loss_vfl: 0.824889 loss_bbox: 0.262541 loss_dfl: 0.185650 loss: 1.261913 eta: 5 days, 2:05:11 batch_cost: 2.0590 data_cost: 0.0009 ips: 13.5989 images/s [11/15 00:50:59] ppdet.engine INFO: Epoch: [37] [2440/3251] learning_rate: 0.137540 loss_vfl: 0.834571 loss_bbox: 0.272929 loss_dfl: 0.196423 loss: 1.340911 eta: 5 days, 2:04:27 batch_cost: 2.1515 data_cost: 0.0013 ips: 13.0143 images/s [11/15 00:51:48] ppdet.engine INFO: Epoch: [37] [2460/3251] learning_rate: 0.137522 loss_vfl: 0.832724 loss_bbox: 0.306321 loss_dfl: 0.176864 loss: 1.288210 eta: 5 days, 2:03:48 batch_cost: 2.3243 data_cost: 0.0012 ips: 12.0469 images/s [11/15 00:52:33] ppdet.engine INFO: Epoch: [37] [2480/3251] learning_rate: 0.137504 loss_vfl: 0.806291 loss_bbox: 0.302764 loss_dfl: 0.174787 loss: 1.290595 eta: 5 days, 2:03:05 batch_cost: 2.1737 data_cost: 0.0009 ips: 12.8814 images/s [11/15 00:53:19] ppdet.engine INFO: Epoch: [37] [2500/3251] learning_rate: 0.137486 loss_vfl: 0.823296 loss_bbox: 0.257629 loss_dfl: 0.172726 loss: 1.273565 eta: 5 days, 2:02:22 batch_cost: 2.1797 data_cost: 0.0010 ips: 12.8459 images/s [11/15 00:54:05] ppdet.engine INFO: Epoch: [37] [2520/3251] learning_rate: 0.137468 loss_vfl: 0.830088 loss_bbox: 0.286328 loss_dfl: 0.192372 loss: 1.288503 eta: 5 days, 2:01:37 batch_cost: 2.1268 data_cost: 0.0009 ips: 13.1654 images/s [11/15 00:54:53] ppdet.engine INFO: Epoch: [37] [2540/3251] learning_rate: 0.137450 loss_vfl: 0.830230 loss_bbox: 0.303591 loss_dfl: 0.191254 loss: 1.338265 eta: 5 days, 2:00:53 batch_cost: 2.1508 data_cost: 0.0010 ips: 13.0185 images/s [11/15 00:55:40] ppdet.engine INFO: Epoch: [37] [2560/3251] learning_rate: 0.137432 loss_vfl: 0.831684 loss_bbox: 0.283428 loss_dfl: 0.187584 loss: 1.296954 eta: 5 days, 2:00:13 batch_cost: 2.2847 data_cost: 0.0014 ips: 12.2552 images/s [11/15 00:56:28] ppdet.engine INFO: Epoch: [37] [2580/3251] learning_rate: 0.137415 loss_vfl: 0.817085 loss_bbox: 0.262902 loss_dfl: 0.175989 loss: 1.241089 eta: 5 days, 1:59:32 batch_cost: 2.2552 data_cost: 0.0012 ips: 12.4156 images/s [11/15 00:57:16] ppdet.engine INFO: Epoch: [37] [2600/3251] learning_rate: 0.137397 loss_vfl: 0.839940 loss_bbox: 0.289371 loss_dfl: 0.181716 loss: 1.307166 eta: 5 days, 1:58:50 batch_cost: 2.2159 data_cost: 0.0010 ips: 12.6362 images/s [11/15 00:58:01] ppdet.engine INFO: Epoch: [37] [2620/3251] learning_rate: 0.137379 loss_vfl: 0.823054 loss_bbox: 0.256368 loss_dfl: 0.174717 loss: 1.242002 eta: 5 days, 1:58:06 batch_cost: 2.1319 data_cost: 0.0012 ips: 13.1336 images/s [11/15 00:58:46] ppdet.engine INFO: Epoch: [37] [2640/3251] learning_rate: 0.137361 loss_vfl: 0.832028 loss_bbox: 0.298143 loss_dfl: 0.194489 loss: 1.322269 eta: 5 days, 1:57:21 batch_cost: 2.1347 data_cost: 0.0009 ips: 13.1164 images/s [11/15 00:59:33] ppdet.engine INFO: Epoch: [37] [2660/3251] learning_rate: 0.137343 loss_vfl: 0.806314 loss_bbox: 0.295929 loss_dfl: 0.190711 loss: 1.287049 eta: 5 days, 1:56:39 batch_cost: 2.2274 data_cost: 0.0009 ips: 12.5708 images/s [11/15 01:00:18] ppdet.engine INFO: Epoch: [37] [2680/3251] learning_rate: 0.137325 loss_vfl: 0.806839 loss_bbox: 0.283131 loss_dfl: 0.171176 loss: 1.253687 eta: 5 days, 1:55:54 batch_cost: 2.1013 data_cost: 0.0011 ips: 13.3252 images/s [11/15 01:01:05] ppdet.engine INFO: Epoch: [37] [2700/3251] learning_rate: 0.137307 loss_vfl: 0.820984 loss_bbox: 0.285899 loss_dfl: 0.189900 loss: 1.286077 eta: 5 days, 1:55:12 batch_cost: 2.2346 data_cost: 0.0010 ips: 12.5299 images/s [11/15 01:01:53] ppdet.engine INFO: Epoch: [37] [2720/3251] learning_rate: 0.137289 loss_vfl: 0.814326 loss_bbox: 0.273055 loss_dfl: 0.190245 loss: 1.269431 eta: 5 days, 1:54:32 batch_cost: 2.2693 data_cost: 0.0096 ips: 12.3389 images/s [11/15 01:02:38] ppdet.engine INFO: Epoch: [37] [2740/3251] learning_rate: 0.137271 loss_vfl: 0.817895 loss_bbox: 0.292508 loss_dfl: 0.200480 loss: 1.315643 eta: 5 days, 1:53:45 batch_cost: 2.0644 data_cost: 0.0010 ips: 13.5636 images/s [11/15 01:03:25] ppdet.engine INFO: Epoch: [37] [2760/3251] learning_rate: 0.137253 loss_vfl: 0.836910 loss_bbox: 0.323887 loss_dfl: 0.206269 loss: 1.385827 eta: 5 days, 1:53:05 batch_cost: 2.2637 data_cost: 0.0013 ips: 12.3689 images/s [11/15 01:04:11] ppdet.engine INFO: Epoch: [37] [2780/3251] learning_rate: 0.137235 loss_vfl: 0.805673 loss_bbox: 0.296717 loss_dfl: 0.189108 loss: 1.319765 eta: 5 days, 1:52:22 batch_cost: 2.1988 data_cost: 0.0009 ips: 12.7344 images/s [11/15 01:04:58] ppdet.engine INFO: Epoch: [37] [2800/3251] learning_rate: 0.137217 loss_vfl: 0.831650 loss_bbox: 0.311536 loss_dfl: 0.206608 loss: 1.380495 eta: 5 days, 1:51:39 batch_cost: 2.1894 data_cost: 0.0015 ips: 12.7889 images/s [11/15 01:05:43] ppdet.engine INFO: Epoch: [37] [2820/3251] learning_rate: 0.137199 loss_vfl: 0.824659 loss_bbox: 0.264048 loss_dfl: 0.193306 loss: 1.259825 eta: 5 days, 1:50:53 batch_cost: 2.0965 data_cost: 0.0009 ips: 13.3556 images/s [11/15 01:06:29] ppdet.engine INFO: Epoch: [37] [2840/3251] learning_rate: 0.137181 loss_vfl: 0.822846 loss_bbox: 0.282156 loss_dfl: 0.190094 loss: 1.316767 eta: 5 days, 1:50:09 batch_cost: 2.1520 data_cost: 0.0010 ips: 13.0110 images/s [11/15 01:07:14] ppdet.engine INFO: Epoch: [37] [2860/3251] learning_rate: 0.137163 loss_vfl: 0.814671 loss_bbox: 0.301528 loss_dfl: 0.199061 loss: 1.336272 eta: 5 days, 1:49:24 batch_cost: 2.1184 data_cost: 0.0009 ips: 13.2177 images/s [11/15 01:08:00] ppdet.engine INFO: Epoch: [37] [2880/3251] learning_rate: 0.137146 loss_vfl: 0.795454 loss_bbox: 0.279828 loss_dfl: 0.176476 loss: 1.257621 eta: 5 days, 1:48:39 batch_cost: 2.1195 data_cost: 0.0010 ips: 13.2105 images/s [11/15 01:08:47] ppdet.engine INFO: Epoch: [37] [2900/3251] learning_rate: 0.137128 loss_vfl: 0.828304 loss_bbox: 0.267011 loss_dfl: 0.181778 loss: 1.288435 eta: 5 days, 1:47:59 batch_cost: 2.2774 data_cost: 0.0009 ips: 12.2948 images/s [11/15 01:09:34] ppdet.engine INFO: Epoch: [37] [2920/3251] learning_rate: 0.137110 loss_vfl: 0.828273 loss_bbox: 0.292092 loss_dfl: 0.187990 loss: 1.277089 eta: 5 days, 1:47:16 batch_cost: 2.1959 data_cost: 0.0012 ips: 12.7511 images/s [11/15 01:10:21] ppdet.engine INFO: Epoch: [37] [2940/3251] learning_rate: 0.137092 loss_vfl: 0.843827 loss_bbox: 0.264451 loss_dfl: 0.164002 loss: 1.284675 eta: 5 days, 1:46:34 batch_cost: 2.2149 data_cost: 0.0011 ips: 12.6415 images/s [11/15 01:11:07] ppdet.engine INFO: Epoch: [37] [2960/3251] learning_rate: 0.137074 loss_vfl: 0.812354 loss_bbox: 0.278398 loss_dfl: 0.173479 loss: 1.260013 eta: 5 days, 1:45:52 batch_cost: 2.1901 data_cost: 0.0010 ips: 12.7850 images/s [11/15 01:11:53] ppdet.engine INFO: Epoch: [37] [2980/3251] learning_rate: 0.137056 loss_vfl: 0.797014 loss_bbox: 0.282451 loss_dfl: 0.186726 loss: 1.271802 eta: 5 days, 1:45:08 batch_cost: 2.1709 data_cost: 0.0010 ips: 12.8979 images/s [11/15 01:12:40] ppdet.engine INFO: Epoch: [37] [3000/3251] learning_rate: 0.137038 loss_vfl: 0.827994 loss_bbox: 0.286634 loss_dfl: 0.183724 loss: 1.327516 eta: 5 days, 1:44:27 batch_cost: 2.2474 data_cost: 0.0009 ips: 12.4590 images/s [11/15 01:13:27] ppdet.engine INFO: Epoch: [37] [3020/3251] learning_rate: 0.137020 loss_vfl: 0.821201 loss_bbox: 0.268767 loss_dfl: 0.192570 loss: 1.291361 eta: 5 days, 1:43:46 batch_cost: 2.2377 data_cost: 0.0010 ips: 12.5131 images/s [11/15 01:14:13] ppdet.engine INFO: Epoch: [37] [3040/3251] learning_rate: 0.137002 loss_vfl: 0.819525 loss_bbox: 0.247244 loss_dfl: 0.165481 loss: 1.258101 eta: 5 days, 1:43:01 batch_cost: 2.1390 data_cost: 0.0009 ips: 13.0905 images/s [11/15 01:14:58] ppdet.engine INFO: Epoch: [37] [3060/3251] learning_rate: 0.136984 loss_vfl: 0.812088 loss_bbox: 0.305207 loss_dfl: 0.199768 loss: 1.339461 eta: 5 days, 1:42:17 batch_cost: 2.1369 data_cost: 0.0010 ips: 13.1031 images/s [11/15 01:15:44] ppdet.engine INFO: Epoch: [37] [3080/3251] learning_rate: 0.136966 loss_vfl: 0.810802 loss_bbox: 0.259640 loss_dfl: 0.175746 loss: 1.238301 eta: 5 days, 1:41:34 batch_cost: 2.1839 data_cost: 0.0012 ips: 12.8209 images/s [11/15 01:16:32] ppdet.engine INFO: Epoch: [37] [3100/3251] learning_rate: 0.136948 loss_vfl: 0.837295 loss_bbox: 0.291744 loss_dfl: 0.184374 loss: 1.317988 eta: 5 days, 1:40:55 batch_cost: 2.3069 data_cost: 0.0010 ips: 12.1376 images/s [11/15 01:17:18] ppdet.engine INFO: Epoch: [37] [3120/3251] learning_rate: 0.136930 loss_vfl: 0.838658 loss_bbox: 0.268540 loss_dfl: 0.175502 loss: 1.268427 eta: 5 days, 1:40:10 batch_cost: 2.1424 data_cost: 0.0010 ips: 13.0694 images/s [11/15 01:18:06] ppdet.engine INFO: Epoch: [37] [3140/3251] learning_rate: 0.136912 loss_vfl: 0.838548 loss_bbox: 0.254918 loss_dfl: 0.172568 loss: 1.275666 eta: 5 days, 1:39:28 batch_cost: 2.2172 data_cost: 0.0009 ips: 12.6288 images/s [11/15 01:18:51] ppdet.engine INFO: Epoch: [37] [3160/3251] learning_rate: 0.136894 loss_vfl: 0.819689 loss_bbox: 0.260200 loss_dfl: 0.171823 loss: 1.268464 eta: 5 days, 1:38:45 batch_cost: 2.1739 data_cost: 0.0014 ips: 12.8802 images/s [11/15 01:19:38] ppdet.engine INFO: Epoch: [37] [3180/3251] learning_rate: 0.136876 loss_vfl: 0.825829 loss_bbox: 0.262000 loss_dfl: 0.168129 loss: 1.277790 eta: 5 days, 1:38:03 batch_cost: 2.2155 data_cost: 0.0009 ips: 12.6380 images/s [11/15 01:20:24] ppdet.engine INFO: Epoch: [37] [3200/3251] learning_rate: 0.136858 loss_vfl: 0.808554 loss_bbox: 0.289341 loss_dfl: 0.189454 loss: 1.281807 eta: 5 days, 1:37:19 batch_cost: 2.1481 data_cost: 0.0010 ips: 13.0350 images/s [11/15 01:21:09] ppdet.engine INFO: Epoch: [37] [3220/3251] learning_rate: 0.136840 loss_vfl: 0.852442 loss_bbox: 0.260525 loss_dfl: 0.175479 loss: 1.265647 eta: 5 days, 1:36:35 batch_cost: 2.1488 data_cost: 0.0010 ips: 13.0306 images/s [11/15 01:21:54] ppdet.engine INFO: Epoch: [37] [3240/3251] learning_rate: 0.136822 loss_vfl: 0.798324 loss_bbox: 0.296620 loss_dfl: 0.199642 loss: 1.312445 eta: 5 days, 1:35:50 batch_cost: 2.1372 data_cost: 0.0014 ips: 13.1010 images/s [11/15 01:22:12] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_lcnet_2_5x_640_mainbody [11/15 01:22:12] ppdet.engine INFO: Eval iter: 0 [11/15 01:23:02] ppdet.engine INFO: Eval iter: 100 [11/15 01:23:28] ppdet.engine INFO: Eval iter: 200 [11/15 01:23:54] ppdet.engine INFO: Eval iter: 300 [11/15 01:24:20] ppdet.engine INFO: Eval iter: 400 [11/15 01:24:47] ppdet.engine INFO: Eval iter: 500 [11/15 01:25:15] ppdet.engine INFO: Eval iter: 600 [11/15 01:25:42] ppdet.engine INFO: Eval iter: 700 [11/15 01:26:09] ppdet.engine INFO: Eval iter: 800 [11/15 01:26:37] ppdet.engine INFO: Eval iter: 900 [11/15 01:27:04] ppdet.engine INFO: Eval iter: 1000 [11/15 01:27:30] ppdet.engine INFO: Eval iter: 1100 [11/15 01:27:56] ppdet.engine INFO: Eval iter: 1200 [11/15 01:28:21] ppdet.engine INFO: Eval iter: 1300 [11/15 01:28:48] ppdet.engine INFO: Eval iter: 1400 [11/15 01:29:14] ppdet.engine INFO: Eval iter: 1500 [11/15 01:29:42] ppdet.engine INFO: Eval iter: 1600 [11/15 01:30:08] ppdet.engine INFO: Eval iter: 1700 [11/15 01:30:35] ppdet.engine INFO: Eval iter: 1800 [11/15 01:31:02] ppdet.engine INFO: Eval iter: 1900 [11/15 01:31:29] ppdet.engine INFO: Eval iter: 2000 [11/15 01:31:56] ppdet.engine INFO: Eval iter: 2100 [11/15 01:32:23] ppdet.engine INFO: Eval iter: 2200 [11/15 01:32:51] ppdet.engine INFO: Eval iter: 2300 [11/15 01:33:49] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json. loading annotations into memory... Done (t=2.13s) creating index... index created! [11/15 01:33:51] ppdet.metrics.coco_utils INFO: Start evaluate... Loading and preparing results... DONE (t=15.49s) creating index... index created! Running per image evaluation... Evaluate annotation type *bbox* DONE (t=375.26s). Accumulating evaluation results... DONE (t=29.56s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.398 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.601 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.424 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.209 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.435 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.532 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.082 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.391 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.596 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.350 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.618 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.759 [11/15 01:40:55] ppdet.engine INFO: Total sample number: 19074, averge FPS: 28.78895494966051 [11/15 01:40:55] ppdet.engine INFO: Best test bbox ap is 0.398. [11/15 01:40:55] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_lcnet_2_5x_640_mainbody [11/15 01:40:57] ppdet.engine INFO: Epoch: [38] [ 0/3251] learning_rate: 0.136812 loss_vfl: 0.805931 loss_bbox: 0.310216 loss_dfl: 0.198685 loss: 1.312445 eta: 5 days, 1:35:03 batch_cost: 1.3992 data_cost: 0.0013 ips: 20.0108 images/s [11/15 01:41:46] ppdet.engine INFO: Epoch: [38] [ 20/3251] learning_rate: 0.136794 loss_vfl: 0.832670 loss_bbox: 0.270482 loss_dfl: 0.183725 loss: 1.268787 eta: 5 days, 1:34:24 batch_cost: 2.2812 data_cost: 0.0020 ips: 12.2741 images/s [11/15 01:42:36] ppdet.engine INFO: Epoch: [38] [ 40/3251] learning_rate: 0.136777 loss_vfl: 0.817527 loss_bbox: 0.297903 loss_dfl: 0.188183 loss: 1.307827 eta: 5 days, 1:33:45 batch_cost: 2.3239 data_cost: 0.0010 ips: 12.0488 images/s [11/15 01:43:23] ppdet.engine INFO: Epoch: [38] [ 60/3251] learning_rate: 0.136759 loss_vfl: 0.826388 loss_bbox: 0.267894 loss_dfl: 0.179810 loss: 1.286239 eta: 5 days, 1:33:05 batch_cost: 2.2858 data_cost: 0.0011 ips: 12.2494 images/s [11/15 01:44:09] ppdet.engine INFO: Epoch: [38] [ 80/3251] learning_rate: 0.136741 loss_vfl: 0.829947 loss_bbox: 0.269068 loss_dfl: 0.175201 loss: 1.302289 eta: 5 days, 1:32:22 batch_cost: 2.1718 data_cost: 0.0011 ips: 12.8928 images/s [11/15 01:44:57] ppdet.engine INFO: Epoch: [38] [ 100/3251] learning_rate: 0.136723 loss_vfl: 0.799906 loss_bbox: 0.288022 loss_dfl: 0.185998 loss: 1.290867 eta: 5 days, 1:31:41 batch_cost: 2.2517 data_cost: 0.0009 ips: 12.4351 images/s [11/15 01:45:43] ppdet.engine INFO: Epoch: [38] [ 120/3251] learning_rate: 0.136705 loss_vfl: 0.808406 loss_bbox: 0.292057 loss_dfl: 0.189895 loss: 1.299745 eta: 5 days, 1:30:57 batch_cost: 2.1486 data_cost: 0.0015 ips: 13.0318 images/s [11/15 01:46:30] ppdet.engine INFO: Epoch: [38] [ 140/3251] learning_rate: 0.136687 loss_vfl: 0.815379 loss_bbox: 0.270401 loss_dfl: 0.177502 loss: 1.283119 eta: 5 days, 1:30:14 batch_cost: 2.1921 data_cost: 0.0011 ips: 12.7733 images/s [11/15 01:47:20] ppdet.engine INFO: Epoch: [38] [ 160/3251] learning_rate: 0.136669 loss_vfl: 0.803644 loss_bbox: 0.267837 loss_dfl: 0.184561 loss: 1.252603 eta: 5 days, 1:29:34 batch_cost: 2.2833 data_cost: 0.0010 ips: 12.2627 images/s [11/15 01:48:06] ppdet.engine INFO: Epoch: [38] [ 180/3251] learning_rate: 0.136651 loss_vfl: 0.806534 loss_bbox: 0.307875 loss_dfl: 0.187116 loss: 1.290317 eta: 5 days, 1:28:51 batch_cost: 2.1838 data_cost: 0.0010 ips: 12.8216 images/s [11/15 01:48:51] ppdet.engine INFO: Epoch: [38] [ 200/3251] learning_rate: 0.136633 loss_vfl: 0.790303 loss_bbox: 0.332240 loss_dfl: 0.215502 loss: 1.381336 eta: 5 days, 1:28:07 batch_cost: 2.1542 data_cost: 0.0009 ips: 12.9976 images/s [11/15 01:49:36] ppdet.engine INFO: Epoch: [38] [ 220/3251] learning_rate: 0.136615 loss_vfl: 0.794472 loss_bbox: 0.259323 loss_dfl: 0.176460 loss: 1.228411 eta: 5 days, 1:27:23 batch_cost: 2.1328 data_cost: 0.0016 ips: 13.1284 images/s [11/15 01:50:23] ppdet.engine INFO: Epoch: [38] [ 240/3251] learning_rate: 0.136597 loss_vfl: 0.807861 loss_bbox: 0.285988 loss_dfl: 0.200422 loss: 1.272503 eta: 5 days, 1:26:41 batch_cost: 2.2147 data_cost: 0.0009 ips: 12.6430 images/s [11/15 01:51:06] ppdet.engine INFO: Epoch: [38] [ 260/3251] learning_rate: 0.136579 loss_vfl: 0.834144 loss_bbox: 0.285580 loss_dfl: 0.193311 loss: 1.327945 eta: 5 days, 1:25:53 batch_cost: 2.0285 data_cost: 0.0017 ips: 13.8034 images/s [11/15 01:51:51] ppdet.engine INFO: Epoch: [38] [ 280/3251] learning_rate: 0.136561 loss_vfl: 0.817600 loss_bbox: 0.295818 loss_dfl: 0.192978 loss: 1.281560 eta: 5 days, 1:25:08 batch_cost: 2.1478 data_cost: 0.0010 ips: 13.0368 images/s [11/15 01:52:36] ppdet.engine INFO: Epoch: [38] [ 300/3251] learning_rate: 0.136543 loss_vfl: 0.811831 loss_bbox: 0.264986 loss_dfl: 0.183608 loss: 1.266191 eta: 5 days, 1:24:24 batch_cost: 2.1380 data_cost: 0.0009 ips: 13.0966 images/s [11/15 01:53:23] ppdet.engine INFO: Epoch: [38] [ 320/3251] learning_rate: 0.136525 loss_vfl: 0.816999 loss_bbox: 0.265037 loss_dfl: 0.181709 loss: 1.263714 eta: 5 days, 1:23:43 batch_cost: 2.2615 data_cost: 0.0011 ips: 12.3812 images/s [11/15 01:54:10] ppdet.engine INFO: Epoch: [38] [ 340/3251] learning_rate: 0.136507 loss_vfl: 0.823880 loss_bbox: 0.294341 loss_dfl: 0.196510 loss: 1.313037 eta: 5 days, 1:22:57 batch_cost: 2.0880 data_cost: 0.0010 ips: 13.4097 images/s [11/15 01:54:58] ppdet.engine INFO: Epoch: [38] [ 360/3251] learning_rate: 0.136489 loss_vfl: 0.817228 loss_bbox: 0.302050 loss_dfl: 0.196006 loss: 1.309704 eta: 5 days, 1:22:17 batch_cost: 2.2792 data_cost: 0.0010 ips: 12.2853 images/s [11/15 01:55:46] ppdet.engine INFO: Epoch: [38] [ 380/3251] learning_rate: 0.136471 loss_vfl: 0.847934 loss_bbox: 0.296819 loss_dfl: 0.185548 loss: 1.316304 eta: 5 days, 1:21:36 batch_cost: 2.2519 data_cost: 0.0012 ips: 12.4341 images/s [11/15 01:56:33] ppdet.engine INFO: Epoch: [38] [ 400/3251] learning_rate: 0.136453 loss_vfl: 0.856488 loss_bbox: 0.266293 loss_dfl: 0.175848 loss: 1.293496 eta: 5 days, 1:20:55 batch_cost: 2.2321 data_cost: 0.0009 ips: 12.5443 images/s [11/15 01:57:20] ppdet.engine INFO: Epoch: [38] [ 420/3251] learning_rate: 0.136435 loss_vfl: 0.835976 loss_bbox: 0.268915 loss_dfl: 0.177311 loss: 1.273101 eta: 5 days, 1:20:13 batch_cost: 2.2216 data_cost: 0.0009 ips: 12.6037 images/s [11/15 01:58:05] ppdet.engine INFO: Epoch: [38] [ 440/3251] learning_rate: 0.136417 loss_vfl: 0.821767 loss_bbox: 0.278645 loss_dfl: 0.186958 loss: 1.274149 eta: 5 days, 1:19:28 batch_cost: 2.1334 data_cost: 0.0010 ips: 13.1243 images/s [11/15 01:58:51] ppdet.engine INFO: Epoch: [38] [ 460/3251] learning_rate: 0.136399 loss_vfl: 0.831209 loss_bbox: 0.262856 loss_dfl: 0.175241 loss: 1.265196 eta: 5 days, 1:18:44 batch_cost: 2.1398 data_cost: 0.0009 ips: 13.0853 images/s [11/15 01:59:36] ppdet.engine INFO: Epoch: [38] [ 480/3251] learning_rate: 0.136381 loss_vfl: 0.827479 loss_bbox: 0.327763 loss_dfl: 0.202750 loss: 1.341501 eta: 5 days, 1:18:00 batch_cost: 2.1641 data_cost: 0.0010 ips: 12.9381 images/s [11/15 02:00:24] ppdet.engine INFO: Epoch: [38] [ 500/3251] learning_rate: 0.136363 loss_vfl: 0.816276 loss_bbox: 0.312460 loss_dfl: 0.206068 loss: 1.355580 eta: 5 days, 1:17:17 batch_cost: 2.1775 data_cost: 0.0009 ips: 12.8591 images/s [11/15 02:01:10] ppdet.engine INFO: Epoch: [38] [ 520/3251] learning_rate: 0.136345 loss_vfl: 0.816756 loss_bbox: 0.295812 loss_dfl: 0.202415 loss: 1.308751 eta: 5 days, 1:16:33 batch_cost: 2.1430 data_cost: 0.0014 ips: 13.0656 images/s [11/15 02:01:58] ppdet.engine INFO: Epoch: [38] [ 540/3251] learning_rate: 0.136327 loss_vfl: 0.817085 loss_bbox: 0.260030 loss_dfl: 0.183635 loss: 1.272138 eta: 5 days, 1:15:52 batch_cost: 2.2614 data_cost: 0.0010 ips: 12.3819 images/s [11/15 02:02:44] ppdet.engine INFO: Epoch: [38] [ 560/3251] learning_rate: 0.136309 loss_vfl: 0.822918 loss_bbox: 0.296089 loss_dfl: 0.182933 loss: 1.297811 eta: 5 days, 1:15:08 batch_cost: 2.1486 data_cost: 0.0009 ips: 13.0316 images/s [11/15 02:03:31] ppdet.engine INFO: Epoch: [38] [ 580/3251] learning_rate: 0.136291 loss_vfl: 0.792546 loss_bbox: 0.328266 loss_dfl: 0.201348 loss: 1.314709 eta: 5 days, 1:14:27 batch_cost: 2.2462 data_cost: 0.0010 ips: 12.4654 images/s [11/15 02:04:17] ppdet.engine INFO: Epoch: [38] [ 600/3251] learning_rate: 0.136273 loss_vfl: 0.806973 loss_bbox: 0.278420 loss_dfl: 0.180388 loss: 1.264418 eta: 5 days, 1:13:42 batch_cost: 2.1178 data_cost: 0.0010 ips: 13.2211 images/s [11/15 02:05:05] ppdet.engine INFO: Epoch: [38] [ 620/3251] learning_rate: 0.136255 loss_vfl: 0.836338 loss_bbox: 0.272544 loss_dfl: 0.178874 loss: 1.268651 eta: 5 days, 1:13:01 batch_cost: 2.2444 data_cost: 0.0010 ips: 12.4753 images/s [11/15 02:05:50] ppdet.engine INFO: Epoch: [38] [ 640/3251] learning_rate: 0.136237 loss_vfl: 0.821755 loss_bbox: 0.283448 loss_dfl: 0.187419 loss: 1.279728 eta: 5 days, 1:12:16 batch_cost: 2.1175 data_cost: 0.0009 ips: 13.2231 images/s [11/15 02:06:36] ppdet.engine INFO: Epoch: [38] [ 660/3251] learning_rate: 0.136219 loss_vfl: 0.810300 loss_bbox: 0.279467 loss_dfl: 0.189750 loss: 1.257201 eta: 5 days, 1:11:32 batch_cost: 2.1722 data_cost: 0.0009 ips: 12.8903 images/s [11/15 02:07:22] ppdet.engine INFO: Epoch: [38] [ 680/3251] learning_rate: 0.136201 loss_vfl: 0.816633 loss_bbox: 0.267057 loss_dfl: 0.182309 loss: 1.247329 eta: 5 days, 1:10:49 batch_cost: 2.1941 data_cost: 0.0009 ips: 12.7616 images/s [11/15 02:08:07] ppdet.engine INFO: Epoch: [38] [ 700/3251] learning_rate: 0.136183 loss_vfl: 0.831383 loss_bbox: 0.261101 loss_dfl: 0.178053 loss: 1.272363 eta: 5 days, 1:10:05 batch_cost: 2.1397 data_cost: 0.0025 ips: 13.0861 images/s [11/15 02:08:53] ppdet.engine INFO: Epoch: [38] [ 720/3251] learning_rate: 0.136165 loss_vfl: 0.822966 loss_bbox: 0.279437 loss_dfl: 0.184573 loss: 1.315576 eta: 5 days, 1:09:22 batch_cost: 2.1819 data_cost: 0.0010 ips: 12.8328 images/s [11/15 02:09:39] ppdet.engine INFO: Epoch: [38] [ 740/3251] learning_rate: 0.136147 loss_vfl: 0.817461 loss_bbox: 0.297481 loss_dfl: 0.196340 loss: 1.325518 eta: 5 days, 1:08:37 batch_cost: 2.1247 data_cost: 0.0010 ips: 13.1782 images/s [11/15 02:10:25] ppdet.engine INFO: Epoch: [38] [ 760/3251] learning_rate: 0.136129 loss_vfl: 0.841451 loss_bbox: 0.297349 loss_dfl: 0.191074 loss: 1.334665 eta: 5 days, 1:07:53 batch_cost: 2.1640 data_cost: 0.0013 ips: 12.9392 images/s [11/15 02:11:12] ppdet.engine INFO: Epoch: [38] [ 780/3251] learning_rate: 0.136111 loss_vfl: 0.825820 loss_bbox: 0.278764 loss_dfl: 0.190249 loss: 1.297962 eta: 5 days, 1:07:11 batch_cost: 2.2198 data_cost: 0.0009 ips: 12.6140 images/s [11/15 02:11:57] ppdet.engine INFO: Epoch: [38] [ 800/3251] learning_rate: 0.136093 loss_vfl: 0.844337 loss_bbox: 0.286983 loss_dfl: 0.180845 loss: 1.299611 eta: 5 days, 1:06:27 batch_cost: 2.1296 data_cost: 0.0010 ips: 13.1480 images/s [11/15 02:12:44] ppdet.engine INFO: Epoch: [38] [ 820/3251] learning_rate: 0.136075 loss_vfl: 0.815322 loss_bbox: 0.328428 loss_dfl: 0.205156 loss: 1.357534 eta: 5 days, 1:05:43 batch_cost: 2.1749 data_cost: 0.0010 ips: 12.8744 images/s [11/15 02:13:31] ppdet.engine INFO: Epoch: [38] [ 840/3251] learning_rate: 0.136057 loss_vfl: 0.815800 loss_bbox: 0.250769 loss_dfl: 0.179492 loss: 1.259552 eta: 5 days, 1:05:01 batch_cost: 2.2135 data_cost: 0.0015 ips: 12.6495 images/s [11/15 02:14:18] ppdet.engine INFO: Epoch: [38] [ 860/3251] learning_rate: 0.136038 loss_vfl: 0.799927 loss_bbox: 0.294896 loss_dfl: 0.193191 loss: 1.284149 eta: 5 days, 1:04:20 batch_cost: 2.2558 data_cost: 0.0011 ips: 12.4126 images/s [11/15 02:15:03] ppdet.engine INFO: Epoch: [38] [ 880/3251] learning_rate: 0.136020 loss_vfl: 0.818622 loss_bbox: 0.296285 loss_dfl: 0.190561 loss: 1.295641 eta: 5 days, 1:03:36 batch_cost: 2.1536 data_cost: 0.0011 ips: 13.0013 images/s [11/15 02:15:49] ppdet.engine INFO: Epoch: [38] [ 900/3251] learning_rate: 0.136002 loss_vfl: 0.816999 loss_bbox: 0.299113 loss_dfl: 0.201531 loss: 1.303545 eta: 5 days, 1:02:51 batch_cost: 2.1178 data_cost: 0.0009 ips: 13.2210 images/s [11/15 02:16:36] ppdet.engine INFO: Epoch: [38] [ 920/3251] learning_rate: 0.135984 loss_vfl: 0.829501 loss_bbox: 0.251633 loss_dfl: 0.169186 loss: 1.260098 eta: 5 days, 1:02:10 batch_cost: 2.2283 data_cost: 0.0013 ips: 12.5654 images/s [11/15 02:17:22] ppdet.engine INFO: Epoch: [38] [ 940/3251] learning_rate: 0.135966 loss_vfl: 0.821417 loss_bbox: 0.246224 loss_dfl: 0.167708 loss: 1.267035 eta: 5 days, 1:01:27 batch_cost: 2.1841 data_cost: 0.0013 ips: 12.8202 images/s [11/15 02:18:09] ppdet.engine INFO: Epoch: [38] [ 960/3251] learning_rate: 0.135948 loss_vfl: 0.827342 loss_bbox: 0.299293 loss_dfl: 0.197831 loss: 1.351282 eta: 5 days, 1:00:44 batch_cost: 2.2072 data_cost: 0.0010 ips: 12.6856 images/s [11/15 02:18:54] ppdet.engine INFO: Epoch: [38] [ 980/3251] learning_rate: 0.135930 loss_vfl: 0.816675 loss_bbox: 0.298238 loss_dfl: 0.187643 loss: 1.298966 eta: 5 days, 0:59:59 batch_cost: 2.1094 data_cost: 0.0012 ips: 13.2737 images/s [11/15 02:19:41] ppdet.engine INFO: Epoch: [38] [1000/3251] learning_rate: 0.135912 loss_vfl: 0.822112 loss_bbox: 0.285498 loss_dfl: 0.196130 loss: 1.309991 eta: 5 days, 0:59:15 batch_cost: 2.1462 data_cost: 0.0010 ips: 13.0464 images/s [11/15 02:20:27] ppdet.engine INFO: Epoch: [38] [1020/3251] learning_rate: 0.135894 loss_vfl: 0.823017 loss_bbox: 0.292128 loss_dfl: 0.179259 loss: 1.290913 eta: 5 days, 0:58:29 batch_cost: 2.0885 data_cost: 0.0009 ips: 13.4066 images/s [11/15 02:21:13] ppdet.engine INFO: Epoch: [38] [1040/3251] learning_rate: 0.135876 loss_vfl: 0.826972 loss_bbox: 0.315316 loss_dfl: 0.199136 loss: 1.335217 eta: 5 days, 0:57:44 batch_cost: 2.1404 data_cost: 0.0009 ips: 13.0818 images/s [11/15 02:22:00] ppdet.engine INFO: Epoch: [38] [1060/3251] learning_rate: 0.135858 loss_vfl: 0.813382 loss_bbox: 0.320277 loss_dfl: 0.194753 loss: 1.342779 eta: 5 days, 0:57:03 batch_cost: 2.2457 data_cost: 0.0010 ips: 12.4683 images/s [11/15 02:22:47] ppdet.engine INFO: Epoch: [38] [1080/3251] learning_rate: 0.135840 loss_vfl: 0.827037 loss_bbox: 0.310989 loss_dfl: 0.190298 loss: 1.350190 eta: 5 days, 0:56:22 batch_cost: 2.2396 data_cost: 0.0011 ips: 12.5021 images/s [11/15 02:23:35] ppdet.engine INFO: Epoch: [38] [1100/3251] learning_rate: 0.135822 loss_vfl: 0.795345 loss_bbox: 0.271331 loss_dfl: 0.173984 loss: 1.237380 eta: 5 days, 0:55:38 batch_cost: 2.1745 data_cost: 0.0009 ips: 12.8768 images/s [11/15 02:24:19] ppdet.engine INFO: Epoch: [38] [1120/3251] learning_rate: 0.135804 loss_vfl: 0.823716 loss_bbox: 0.263725 loss_dfl: 0.174538 loss: 1.270689 eta: 5 days, 0:54:52 batch_cost: 2.0776 data_cost: 0.0010 ips: 13.4772 images/s [11/15 02:25:04] ppdet.engine INFO: Epoch: [38] [1140/3251] learning_rate: 0.135786 loss_vfl: 0.815425 loss_bbox: 0.294041 loss_dfl: 0.187926 loss: 1.304258 eta: 5 days, 0:54:06 batch_cost: 2.0926 data_cost: 0.0009 ips: 13.3803 images/s [11/15 02:25:49] ppdet.engine INFO: Epoch: [38] [1160/3251] learning_rate: 0.135768 loss_vfl: 0.803719 loss_bbox: 0.333373 loss_dfl: 0.202669 loss: 1.353221 eta: 5 days, 0:53:22 batch_cost: 2.1674 data_cost: 0.0126 ips: 12.9189 images/s [11/15 02:26:36] ppdet.engine INFO: Epoch: [38] [1180/3251] learning_rate: 0.135750 loss_vfl: 0.815033 loss_bbox: 0.283296 loss_dfl: 0.183880 loss: 1.290164 eta: 5 days, 0:52:40 batch_cost: 2.2107 data_cost: 0.0011 ips: 12.6656 images/s [11/15 02:27:23] ppdet.engine INFO: Epoch: [38] [1200/3251] learning_rate: 0.135732 loss_vfl: 0.832227 loss_bbox: 0.272190 loss_dfl: 0.178785 loss: 1.288691 eta: 5 days, 0:52:00 batch_cost: 2.2710 data_cost: 0.0010 ips: 12.3291 images/s [11/15 02:28:11] ppdet.engine INFO: Epoch: [38] [1220/3251] learning_rate: 0.135714 loss_vfl: 0.811178 loss_bbox: 0.271128 loss_dfl: 0.188201 loss: 1.275474 eta: 5 days, 0:51:19 batch_cost: 2.2458 data_cost: 0.0009 ips: 12.4676 images/s [11/15 02:28:55] ppdet.engine INFO: Epoch: [38] [1240/3251] learning_rate: 0.135696 loss_vfl: 0.802423 loss_bbox: 0.332156 loss_dfl: 0.211303 loss: 1.360140 eta: 5 days, 0:50:31 batch_cost: 2.0313 data_cost: 0.0010 ips: 13.7845 images/s [11/15 02:29:40] ppdet.engine INFO: Epoch: [38] [1260/3251] learning_rate: 0.135678 loss_vfl: 0.807128 loss_bbox: 0.293149 loss_dfl: 0.186286 loss: 1.306215 eta: 5 days, 0:49:47 batch_cost: 2.1384 data_cost: 0.0010 ips: 13.0940 images/s [11/15 02:30:26] ppdet.engine INFO: Epoch: [38] [1280/3251] learning_rate: 0.135660 loss_vfl: 0.821517 loss_bbox: 0.328033 loss_dfl: 0.211484 loss: 1.374692 eta: 5 days, 0:49:04 batch_cost: 2.1867 data_cost: 0.0009 ips: 12.8046 images/s [11/15 02:31:13] ppdet.engine INFO: Epoch: [38] [1300/3251] learning_rate: 0.135642 loss_vfl: 0.815960 loss_bbox: 0.271744 loss_dfl: 0.177531 loss: 1.266388 eta: 5 days, 0:48:23 batch_cost: 2.2735 data_cost: 0.0009 ips: 12.3160 images/s [11/15 02:32:00] ppdet.engine INFO: Epoch: [38] [1320/3251] learning_rate: 0.135623 loss_vfl: 0.820404 loss_bbox: 0.317476 loss_dfl: 0.198408 loss: 1.355644 eta: 5 days, 0:47:41 batch_cost: 2.1978 data_cost: 0.0011 ips: 12.7397 images/s [11/15 02:32:46] ppdet.engine INFO: Epoch: [38] [1340/3251] learning_rate: 0.135605 loss_vfl: 0.823765 loss_bbox: 0.278171 loss_dfl: 0.174363 loss: 1.251225 eta: 5 days, 0:46:59 batch_cost: 2.2210 data_cost: 0.0010 ips: 12.6067 images/s [11/15 02:33:33] ppdet.engine INFO: Epoch: [38] [1360/3251] learning_rate: 0.135587 loss_vfl: 0.811583 loss_bbox: 0.296594 loss_dfl: 0.190929 loss: 1.315138 eta: 5 days, 0:46:17 batch_cost: 2.2305 data_cost: 0.0009 ips: 12.5530 images/s [11/15 02:34:19] ppdet.engine INFO: Epoch: [38] [1380/3251] learning_rate: 0.135569 loss_vfl: 0.816801 loss_bbox: 0.290670 loss_dfl: 0.187073 loss: 1.309651 eta: 5 days, 0:45:33 batch_cost: 2.1263 data_cost: 0.0010 ips: 13.1683 images/s [11/15 02:35:06] ppdet.engine INFO: Epoch: [38] [1400/3251] learning_rate: 0.135551 loss_vfl: 0.818013 loss_bbox: 0.300638 loss_dfl: 0.190890 loss: 1.351359 eta: 5 days, 0:44:49 batch_cost: 2.1748 data_cost: 0.0010 ips: 12.8745 images/s [11/15 02:35:54] ppdet.engine INFO: Epoch: [38] [1420/3251] learning_rate: 0.135533 loss_vfl: 0.840998 loss_bbox: 0.295417 loss_dfl: 0.193121 loss: 1.302145 eta: 5 days, 0:44:09 batch_cost: 2.2598 data_cost: 0.0010 ips: 12.3905 images/s [11/15 02:36:39] ppdet.engine INFO: Epoch: [38] [1440/3251] learning_rate: 0.135515 loss_vfl: 0.842618 loss_bbox: 0.248341 loss_dfl: 0.169888 loss: 1.243364 eta: 5 days, 0:43:23 batch_cost: 2.1197 data_cost: 0.0009 ips: 13.2094 images/s [11/15 02:37:27] ppdet.engine INFO: Epoch: [38] [1460/3251] learning_rate: 0.135497 loss_vfl: 0.802660 loss_bbox: 0.294605 loss_dfl: 0.197698 loss: 1.327735 eta: 5 days, 0:42:43 batch_cost: 2.2745 data_cost: 0.0010 ips: 12.3105 images/s [11/15 02:38:16] ppdet.engine INFO: Epoch: [38] [1480/3251] learning_rate: 0.135479 loss_vfl: 0.828212 loss_bbox: 0.313727 loss_dfl: 0.193063 loss: 1.335611 eta: 5 days, 0:42:04 batch_cost: 2.3054 data_cost: 0.0009 ips: 12.1454 images/s [11/15 02:39:00] ppdet.engine INFO: Epoch: [38] [1500/3251] learning_rate: 0.135461 loss_vfl: 0.840406 loss_bbox: 0.288028 loss_dfl: 0.185464 loss: 1.298313 eta: 5 days, 0:41:19 batch_cost: 2.1161 data_cost: 0.0023 ips: 13.2322 images/s [11/15 02:39:46] ppdet.engine INFO: Epoch: [38] [1520/3251] learning_rate: 0.135443 loss_vfl: 0.830710 loss_bbox: 0.284074 loss_dfl: 0.188614 loss: 1.275819 eta: 5 days, 0:40:33 batch_cost: 2.0898 data_cost: 0.0015 ips: 13.3986 images/s [11/15 02:40:31] ppdet.engine INFO: Epoch: [38] [1540/3251] learning_rate: 0.135425 loss_vfl: 0.826136 loss_bbox: 0.284748 loss_dfl: 0.184925 loss: 1.295102 eta: 5 days, 0:39:48 batch_cost: 2.1144 data_cost: 0.0010 ips: 13.2428 images/s [11/15 02:41:19] ppdet.engine INFO: Epoch: [38] [1560/3251] learning_rate: 0.135407 loss_vfl: 0.827851 loss_bbox: 0.305855 loss_dfl: 0.187090 loss: 1.315360 eta: 5 days, 0:39:08 batch_cost: 2.2965 data_cost: 0.0009 ips: 12.1926 images/s [11/15 02:42:05] ppdet.engine INFO: Epoch: [38] [1580/3251] learning_rate: 0.135389 loss_vfl: 0.800970 loss_bbox: 0.244828 loss_dfl: 0.171835 loss: 1.229633 eta: 5 days, 0:38:24 batch_cost: 2.1383 data_cost: 0.0011 ips: 13.0942 images/s [11/15 02:42:50] ppdet.engine INFO: Epoch: [38] [1600/3251] learning_rate: 0.135371 loss_vfl: 0.821027 loss_bbox: 0.286802 loss_dfl: 0.177618 loss: 1.304198 eta: 5 days, 0:37:38 batch_cost: 2.0992 data_cost: 0.0011 ips: 13.3381 images/s [11/15 02:43:36] ppdet.engine INFO: Epoch: [38] [1620/3251] learning_rate: 0.135352 loss_vfl: 0.816578 loss_bbox: 0.267452 loss_dfl: 0.179235 loss: 1.271894 eta: 5 days, 0:36:53 batch_cost: 2.1219 data_cost: 0.0009 ips: 13.1955 images/s [11/15 02:44:20] ppdet.engine INFO: Epoch: [38] [1640/3251] learning_rate: 0.135334 loss_vfl: 0.832750 loss_bbox: 0.300263 loss_dfl: 0.185129 loss: 1.300197 eta: 5 days, 0:36:06 batch_cost: 2.0683 data_cost: 0.0009 ips: 13.5375 images/s [11/15 02:45:08] ppdet.engine INFO: Epoch: [38] [1660/3251] learning_rate: 0.135316 loss_vfl: 0.812974 loss_bbox: 0.304433 loss_dfl: 0.193070 loss: 1.311849 eta: 5 days, 0:35:23 batch_cost: 2.1715 data_cost: 0.0011 ips: 12.8942 images/s [11/15 02:45:57] ppdet.engine INFO: Epoch: [38] [1680/3251] learning_rate: 0.135298 loss_vfl: 0.837463 loss_bbox: 0.267187 loss_dfl: 0.176564 loss: 1.283862 eta: 5 days, 0:34:42 batch_cost: 2.2526 data_cost: 0.0014 ips: 12.4299 images/s [11/15 02:46:42] ppdet.engine INFO: Epoch: [38] [1700/3251] learning_rate: 0.135280 loss_vfl: 0.830046 loss_bbox: 0.267709 loss_dfl: 0.176171 loss: 1.281229 eta: 5 days, 0:33:58 batch_cost: 2.1474 data_cost: 0.0010 ips: 13.0390 images/s [11/15 02:47:28] ppdet.engine INFO: Epoch: [38] [1720/3251] learning_rate: 0.135262 loss_vfl: 0.826609 loss_bbox: 0.237237 loss_dfl: 0.164524 loss: 1.238173 eta: 5 days, 0:33:13 batch_cost: 2.1262 data_cost: 0.0009 ips: 13.1691 images/s [11/15 02:48:15] ppdet.engine INFO: Epoch: [38] [1740/3251] learning_rate: 0.135244 loss_vfl: 0.806147 loss_bbox: 0.276956 loss_dfl: 0.191386 loss: 1.275572 eta: 5 days, 0:32:30 batch_cost: 2.1972 data_cost: 0.0010 ips: 12.7434 images/s [11/15 02:49:01] ppdet.engine INFO: Epoch: [38] [1760/3251] learning_rate: 0.135226 loss_vfl: 0.845543 loss_bbox: 0.295200 loss_dfl: 0.188115 loss: 1.315868 eta: 5 days, 0:31:47 batch_cost: 2.1820 data_cost: 0.0010 ips: 12.8324 images/s [11/15 02:49:48] ppdet.engine INFO: Epoch: [38] [1780/3251] learning_rate: 0.135208 loss_vfl: 0.848802 loss_bbox: 0.264448 loss_dfl: 0.176051 loss: 1.295650 eta: 5 days, 0:31:05 batch_cost: 2.2096 data_cost: 0.0009 ips: 12.6717 images/s [11/15 02:50:37] ppdet.engine INFO: Epoch: [38] [1800/3251] learning_rate: 0.135190 loss_vfl: 0.780937 loss_bbox: 0.292097 loss_dfl: 0.195862 loss: 1.249946 eta: 5 days, 0:30:25 batch_cost: 2.2871 data_cost: 0.0009 ips: 12.2427 images/s [11/15 02:51:23] ppdet.engine INFO: Epoch: [38] [1820/3251] learning_rate: 0.135172 loss_vfl: 0.823475 loss_bbox: 0.278313 loss_dfl: 0.180605 loss: 1.287653 eta: 5 days, 0:29:43 batch_cost: 2.2021 data_cost: 0.0009 ips: 12.7151 images/s [11/15 02:52:10] ppdet.engine INFO: Epoch: [38] [1840/3251] learning_rate: 0.135154 loss_vfl: 0.795844 loss_bbox: 0.287841 loss_dfl: 0.183334 loss: 1.260842 eta: 5 days, 0:28:58 batch_cost: 2.1365 data_cost: 0.0010 ips: 13.1058 images/s [11/15 02:52:58] ppdet.engine INFO: Epoch: [38] [1860/3251] learning_rate: 0.135135 loss_vfl: 0.811640 loss_bbox: 0.300835 loss_dfl: 0.195229 loss: 1.315929 eta: 5 days, 0:28:18 batch_cost: 2.2620 data_cost: 0.0010 ips: 12.3787 images/s [11/15 02:53:43] ppdet.engine INFO: Epoch: [38] [1880/3251] learning_rate: 0.135117 loss_vfl: 0.821401 loss_bbox: 0.285771 loss_dfl: 0.184552 loss: 1.278023 eta: 5 days, 0:27:33 batch_cost: 2.1337 data_cost: 0.0014 ips: 13.1226 images/s [11/15 02:54:31] ppdet.engine INFO: Epoch: [38] [1900/3251] learning_rate: 0.135099 loss_vfl: 0.819212 loss_bbox: 0.298970 loss_dfl: 0.197340 loss: 1.313029 eta: 5 days, 0:26:51 batch_cost: 2.2269 data_cost: 0.0015 ips: 12.5734 images/s [11/15 02:55:17] ppdet.engine INFO: Epoch: [38] [1920/3251] learning_rate: 0.135081 loss_vfl: 0.813390 loss_bbox: 0.290304 loss_dfl: 0.185358 loss: 1.304587 eta: 5 days, 0:26:08 batch_cost: 2.1816 data_cost: 0.0009 ips: 12.8346 images/s [11/15 02:56:04] ppdet.engine INFO: Epoch: [38] [1940/3251] learning_rate: 0.135063 loss_vfl: 0.805322 loss_bbox: 0.273182 loss_dfl: 0.180919 loss: 1.269686 eta: 5 days, 0:25:26 batch_cost: 2.2171 data_cost: 0.0010 ips: 12.6288 images/s [11/15 02:56:51] ppdet.engine INFO: Epoch: [38] [1960/3251] learning_rate: 0.135045 loss_vfl: 0.821054 loss_bbox: 0.319035 loss_dfl: 0.200783 loss: 1.344128 eta: 5 days, 0:24:42 batch_cost: 2.1550 data_cost: 0.0009 ips: 12.9928 images/s [11/15 02:57:40] ppdet.engine INFO: Epoch: [38] [1980/3251] learning_rate: 0.135027 loss_vfl: 0.816290 loss_bbox: 0.280548 loss_dfl: 0.187299 loss: 1.304226 eta: 5 days, 0:24:03 batch_cost: 2.3104 data_cost: 0.0010 ips: 12.1189 images/s [11/15 02:58:26] ppdet.engine INFO: Epoch: [38] [2000/3251] learning_rate: 0.135009 loss_vfl: 0.811510 loss_bbox: 0.303048 loss_dfl: 0.207211 loss: 1.329523 eta: 5 days, 0:23:20 batch_cost: 2.1907 data_cost: 0.0009 ips: 12.7816 images/s [11/15 02:59:13] ppdet.engine INFO: Epoch: [38] [2020/3251] learning_rate: 0.134991 loss_vfl: 0.817883 loss_bbox: 0.281319 loss_dfl: 0.176811 loss: 1.294250 eta: 5 days, 0:22:38 batch_cost: 2.1990 data_cost: 0.0011 ips: 12.7329 images/s [11/15 02:59:57] ppdet.engine INFO: Epoch: [38] [2040/3251] learning_rate: 0.134973 loss_vfl: 0.825256 loss_bbox: 0.287416 loss_dfl: 0.186406 loss: 1.312101 eta: 5 days, 0:21:52 batch_cost: 2.1045 data_cost: 0.0010 ips: 13.3051 images/s [11/15 03:00:42] ppdet.engine INFO: Epoch: [38] [2060/3251] learning_rate: 0.134954 loss_vfl: 0.839097 loss_bbox: 0.269108 loss_dfl: 0.189658 loss: 1.289897 eta: 5 days, 0:21:07 batch_cost: 2.1168 data_cost: 0.0018 ips: 13.2276 images/s [11/15 03:01:29] ppdet.engine INFO: Epoch: [38] [2080/3251] learning_rate: 0.134936 loss_vfl: 0.807066 loss_bbox: 0.266359 loss_dfl: 0.183561 loss: 1.270554 eta: 5 days, 0:20:25 batch_cost: 2.2316 data_cost: 0.0009 ips: 12.5472 images/s [11/15 03:02:15] ppdet.engine INFO: Epoch: [38] [2100/3251] learning_rate: 0.134918 loss_vfl: 0.841323 loss_bbox: 0.300332 loss_dfl: 0.190200 loss: 1.341607 eta: 5 days, 0:19:43 batch_cost: 2.2121 data_cost: 0.0009 ips: 12.6575 images/s [11/15 03:03:02] ppdet.engine INFO: Epoch: [38] [2120/3251] learning_rate: 0.134900 loss_vfl: 0.804051 loss_bbox: 0.269297 loss_dfl: 0.179480 loss: 1.289873 eta: 5 days, 0:19:00 batch_cost: 2.1859 data_cost: 0.0010 ips: 12.8096 images/s [11/15 03:03:50] ppdet.engine INFO: Epoch: [38] [2140/3251] learning_rate: 0.134882 loss_vfl: 0.819201 loss_bbox: 0.275372 loss_dfl: 0.176981 loss: 1.272337 eta: 5 days, 0:18:19 batch_cost: 2.2314 data_cost: 0.0010 ips: 12.5481 images/s [11/15 03:04:38] ppdet.engine INFO: Epoch: [38] [2160/3251] learning_rate: 0.134864 loss_vfl: 0.816649 loss_bbox: 0.312192 loss_dfl: 0.205096 loss: 1.307854 eta: 5 days, 0:17:38 batch_cost: 2.2666 data_cost: 0.0010 ips: 12.3535 images/s [11/15 03:05:24] ppdet.engine INFO: Epoch: [38] [2180/3251] learning_rate: 0.134846 loss_vfl: 0.814211 loss_bbox: 0.314057 loss_dfl: 0.190591 loss: 1.304224 eta: 5 days, 0:16:54 batch_cost: 2.1411 data_cost: 0.0009 ips: 13.0773 images/s [11/15 03:06:11] ppdet.engine INFO: Epoch: [38] [2200/3251] learning_rate: 0.134828 loss_vfl: 0.832762 loss_bbox: 0.290183 loss_dfl: 0.197659 loss: 1.315582 eta: 5 days, 0:16:12 batch_cost: 2.2058 data_cost: 0.0009 ips: 12.6938 images/s [11/15 03:06:58] ppdet.engine INFO: Epoch: [38] [2220/3251] learning_rate: 0.134809 loss_vfl: 0.840382 loss_bbox: 0.290927 loss_dfl: 0.189922 loss: 1.326017 eta: 5 days, 0:15:31 batch_cost: 2.2544 data_cost: 0.0009 ips: 12.4199 images/s [11/15 03:07:44] ppdet.engine INFO: Epoch: [38] [2240/3251] learning_rate: 0.134791 loss_vfl: 0.819658 loss_bbox: 0.287110 loss_dfl: 0.186116 loss: 1.333383 eta: 5 days, 0:14:46 batch_cost: 2.1391 data_cost: 0.0010 ips: 13.0896 images/s [11/15 03:08:31] ppdet.engine INFO: Epoch: [38] [2260/3251] learning_rate: 0.134773 loss_vfl: 0.812638 loss_bbox: 0.300414 loss_dfl: 0.206558 loss: 1.301610 eta: 5 days, 0:14:05 batch_cost: 2.2301 data_cost: 0.0009 ips: 12.5553 images/s [11/15 03:09:17] ppdet.engine INFO: Epoch: [38] [2280/3251] learning_rate: 0.134755 loss_vfl: 0.798557 loss_bbox: 0.331565 loss_dfl: 0.199433 loss: 1.322046 eta: 5 days, 0:13:21 batch_cost: 2.1716 data_cost: 0.0009 ips: 12.8936 images/s [11/15 03:10:02] ppdet.engine INFO: Epoch: [38] [2300/3251] learning_rate: 0.134737 loss_vfl: 0.818643 loss_bbox: 0.276476 loss_dfl: 0.188474 loss: 1.297879 eta: 5 days, 0:12:37 batch_cost: 2.1411 data_cost: 0.0012 ips: 13.0775 images/s [11/15 03:10:48] ppdet.engine INFO: Epoch: [38] [2320/3251] learning_rate: 0.134719 loss_vfl: 0.837649 loss_bbox: 0.305420 loss_dfl: 0.206441 loss: 1.347758 eta: 5 days, 0:11:53 batch_cost: 2.1709 data_cost: 0.0010 ips: 12.8979 images/s [11/15 03:11:34] ppdet.engine INFO: Epoch: [38] [2340/3251] learning_rate: 0.134701 loss_vfl: 0.847570 loss_bbox: 0.301446 loss_dfl: 0.202634 loss: 1.342426 eta: 5 days, 0:11:12 batch_cost: 2.2308 data_cost: 0.0009 ips: 12.5513 images/s [11/15 03:12:22] ppdet.engine INFO: Epoch: [38] [2360/3251] learning_rate: 0.134683 loss_vfl: 0.806473 loss_bbox: 0.253034 loss_dfl: 0.173137 loss: 1.233502 eta: 5 days, 0:10:30 batch_cost: 2.2404 data_cost: 0.0009 ips: 12.4980 images/s [11/15 03:13:08] ppdet.engine INFO: Epoch: [38] [2380/3251] learning_rate: 0.134665 loss_vfl: 0.811870 loss_bbox: 0.286657 loss_dfl: 0.187127 loss: 1.278172 eta: 5 days, 0:09:47 batch_cost: 2.1678 data_cost: 0.0010 ips: 12.9161 images/s [11/15 03:13:54] ppdet.engine INFO: Epoch: [38] [2400/3251] learning_rate: 0.134646 loss_vfl: 0.822342 loss_bbox: 0.308712 loss_dfl: 0.196830 loss: 1.328694 eta: 5 days, 0:09:04 batch_cost: 2.1803 data_cost: 0.0011 ips: 12.8425 images/s [11/15 03:14:41] ppdet.engine INFO: Epoch: [38] [2420/3251] learning_rate: 0.134628 loss_vfl: 0.812962 loss_bbox: 0.277161 loss_dfl: 0.182007 loss: 1.273671 eta: 5 days, 0:08:21 batch_cost: 2.1830 data_cost: 0.0014 ips: 12.8263 images/s [11/15 03:15:25] ppdet.engine INFO: Epoch: [38] [2440/3251] learning_rate: 0.134610 loss_vfl: 0.821031 loss_bbox: 0.304971 loss_dfl: 0.197254 loss: 1.322955 eta: 5 days, 0:07:32 batch_cost: 1.9988 data_cost: 0.0009 ips: 14.0087 images/s [11/15 03:16:12] ppdet.engine INFO: Epoch: [38] [2460/3251] learning_rate: 0.134592 loss_vfl: 0.841601 loss_bbox: 0.284257 loss_dfl: 0.184553 loss: 1.327913 eta: 5 days, 0:06:49 batch_cost: 2.2004 data_cost: 0.0011 ips: 12.7248 images/s [11/15 03:16:59] ppdet.engine INFO: Epoch: [38] [2480/3251] learning_rate: 0.134574 loss_vfl: 0.844930 loss_bbox: 0.272994 loss_dfl: 0.177863 loss: 1.319119 eta: 5 days, 0:06:04 batch_cost: 2.1108 data_cost: 0.0009 ips: 13.2654 images/s [11/15 03:17:43] ppdet.engine INFO: Epoch: [38] [2500/3251] learning_rate: 0.134556 loss_vfl: 0.831906 loss_bbox: 0.269749 loss_dfl: 0.177849 loss: 1.292178 eta: 5 days, 0:05:16 batch_cost: 2.0381 data_cost: 0.0010 ips: 13.7382 images/s [11/15 03:18:31] ppdet.engine INFO: Epoch: [38] [2520/3251] learning_rate: 0.134538 loss_vfl: 0.811471 loss_bbox: 0.280699 loss_dfl: 0.179908 loss: 1.291594 eta: 5 days, 0:04:38 batch_cost: 2.3239 data_cost: 0.0010 ips: 12.0486 images/s [11/15 03:19:17] ppdet.engine INFO: Epoch: [38] [2540/3251] learning_rate: 0.134519 loss_vfl: 0.841944 loss_bbox: 0.300442 loss_dfl: 0.189522 loss: 1.308119 eta: 5 days, 0:03:53 batch_cost: 2.1273 data_cost: 0.0009 ips: 13.1620 images/s [11/15 03:20:02] ppdet.engine INFO: Epoch: [38] [2560/3251] learning_rate: 0.134501 loss_vfl: 0.830568 loss_bbox: 0.277811 loss_dfl: 0.197631 loss: 1.319432 eta: 5 days, 0:03:08 batch_cost: 2.1151 data_cost: 0.0011 ips: 13.2380 images/s [11/15 03:20:47] ppdet.engine INFO: Epoch: [38] [2580/3251] learning_rate: 0.134483 loss_vfl: 0.824729 loss_bbox: 0.304989 loss_dfl: 0.198686 loss: 1.301599 eta: 5 days, 0:02:23 batch_cost: 2.1386 data_cost: 0.0010 ips: 13.0926 images/s [11/15 03:21:32] ppdet.engine INFO: Epoch: [38] [2600/3251] learning_rate: 0.134465 loss_vfl: 0.817450 loss_bbox: 0.281733 loss_dfl: 0.185877 loss: 1.279448 eta: 5 days, 0:01:35 batch_cost: 2.0380 data_cost: 0.0009 ips: 13.7387 images/s [11/15 03:22:20] ppdet.engine INFO: Epoch: [38] [2620/3251] learning_rate: 0.134447 loss_vfl: 0.832484 loss_bbox: 0.279418 loss_dfl: 0.194366 loss: 1.311947 eta: 5 days, 0:00:54 batch_cost: 2.2353 data_cost: 0.0009 ips: 12.5265 images/s [11/15 03:23:06] ppdet.engine INFO: Epoch: [38] [2640/3251] learning_rate: 0.134429 loss_vfl: 0.831949 loss_bbox: 0.270275 loss_dfl: 0.176948 loss: 1.292854 eta: 5 days, 0:00:11 batch_cost: 2.1718 data_cost: 0.0011 ips: 12.8924 images/s [11/15 03:23:54] ppdet.engine INFO: Epoch: [38] [2660/3251] learning_rate: 0.134411 loss_vfl: 0.841047 loss_bbox: 0.289326 loss_dfl: 0.191176 loss: 1.318122 eta: 4 days, 23:59:27 batch_cost: 2.1833 data_cost: 0.0010 ips: 12.8245 images/s [11/15 03:24:38] ppdet.engine INFO: Epoch: [38] [2680/3251] learning_rate: 0.134392 loss_vfl: 0.823509 loss_bbox: 0.301107 loss_dfl: 0.193346 loss: 1.348696 eta: 4 days, 23:58:42 batch_cost: 2.1194 data_cost: 0.0009 ips: 13.2112 images/s [11/15 03:25:24] ppdet.engine INFO: Epoch: [38] [2700/3251] learning_rate: 0.134374 loss_vfl: 0.831138 loss_bbox: 0.264620 loss_dfl: 0.183272 loss: 1.260943 eta: 4 days, 23:57:59 batch_cost: 2.1899 data_cost: 0.0011 ips: 12.7857 images/s [11/15 03:26:10] ppdet.engine INFO: Epoch: [38] [2720/3251] learning_rate: 0.134356 loss_vfl: 0.815708 loss_bbox: 0.259761 loss_dfl: 0.182418 loss: 1.272649 eta: 4 days, 23:57:16 batch_cost: 2.1832 data_cost: 0.0009 ips: 12.8253 images/s [11/15 03:26:58] ppdet.engine INFO: Epoch: [38] [2740/3251] learning_rate: 0.134338 loss_vfl: 0.805646 loss_bbox: 0.261720 loss_dfl: 0.176959 loss: 1.241953 eta: 4 days, 23:56:36 batch_cost: 2.2805 data_cost: 0.0012 ips: 12.2782 images/s [11/15 03:27:45] ppdet.engine INFO: Epoch: [38] [2760/3251] learning_rate: 0.134320 loss_vfl: 0.788109 loss_bbox: 0.272695 loss_dfl: 0.177505 loss: 1.266034 eta: 4 days, 23:55:55 batch_cost: 2.2236 data_cost: 0.0011 ips: 12.5920 images/s [11/15 03:28:29] ppdet.engine INFO: Epoch: [38] [2780/3251] learning_rate: 0.134302 loss_vfl: 0.816680 loss_bbox: 0.300110 loss_dfl: 0.205922 loss: 1.316887 eta: 4 days, 23:55:07 batch_cost: 2.0442 data_cost: 0.0009 ips: 13.6970 images/s [11/15 03:29:14] ppdet.engine INFO: Epoch: [38] [2800/3251] learning_rate: 0.134284 loss_vfl: 0.806266 loss_bbox: 0.284378 loss_dfl: 0.182463 loss: 1.342180 eta: 4 days, 23:54:21 batch_cost: 2.0995 data_cost: 0.0009 ips: 13.3368 images/s [11/15 03:30:01] ppdet.engine INFO: Epoch: [38] [2820/3251] learning_rate: 0.134265 loss_vfl: 0.826003 loss_bbox: 0.297683 loss_dfl: 0.184240 loss: 1.333464 eta: 4 days, 23:53:39 batch_cost: 2.1969 data_cost: 0.0020 ips: 12.7452 images/s [11/15 03:30:47] ppdet.engine INFO: Epoch: [38] [2840/3251] learning_rate: 0.134247 loss_vfl: 0.807432 loss_bbox: 0.287968 loss_dfl: 0.187598 loss: 1.284913 eta: 4 days, 23:52:54 batch_cost: 2.1186 data_cost: 0.0009 ips: 13.2164 images/s [11/15 03:31:35] ppdet.engine INFO: Epoch: [38] [2860/3251] learning_rate: 0.134229 loss_vfl: 0.824687 loss_bbox: 0.303610 loss_dfl: 0.188477 loss: 1.326524 eta: 4 days, 23:52:14 batch_cost: 2.2819 data_cost: 0.0010 ips: 12.2707 images/s [11/15 03:32:20] ppdet.engine INFO: Epoch: [38] [2880/3251] learning_rate: 0.134211 loss_vfl: 0.848621 loss_bbox: 0.290359 loss_dfl: 0.203202 loss: 1.327937 eta: 4 days, 23:51:29 batch_cost: 2.1408 data_cost: 0.0010 ips: 13.0789 images/s [11/15 03:33:09] ppdet.engine INFO: Epoch: [38] [2900/3251] learning_rate: 0.134193 loss_vfl: 0.826469 loss_bbox: 0.316927 loss_dfl: 0.200438 loss: 1.342715 eta: 4 days, 23:50:50 batch_cost: 2.3063 data_cost: 0.0011 ips: 12.1405 images/s [11/15 03:33:54] ppdet.engine INFO: Epoch: [38] [2920/3251] learning_rate: 0.134175 loss_vfl: 0.828954 loss_bbox: 0.281544 loss_dfl: 0.190189 loss: 1.310201 eta: 4 days, 23:50:05 batch_cost: 2.1273 data_cost: 0.0009 ips: 13.1621 images/s [11/15 03:34:39] ppdet.engine INFO: Epoch: [38] [2940/3251] learning_rate: 0.134156 loss_vfl: 0.813514 loss_bbox: 0.294121 loss_dfl: 0.194692 loss: 1.313679 eta: 4 days, 23:49:22 batch_cost: 2.1656 data_cost: 0.0010 ips: 12.9292 images/s [11/15 03:35:23] ppdet.engine INFO: Epoch: [38] [2960/3251] learning_rate: 0.134138 loss_vfl: 0.834328 loss_bbox: 0.231899 loss_dfl: 0.162102 loss: 1.230425 eta: 4 days, 23:48:34 batch_cost: 2.0520 data_cost: 0.0009 ips: 13.6453 images/s [11/15 03:36:09] ppdet.engine INFO: Epoch: [38] [2980/3251] learning_rate: 0.134120 loss_vfl: 0.817692 loss_bbox: 0.295667 loss_dfl: 0.192007 loss: 1.308184 eta: 4 days, 23:47:51 batch_cost: 2.1692 data_cost: 0.0010 ips: 12.9078 images/s [11/15 03:36:56] ppdet.engine INFO: Epoch: [38] [3000/3251] learning_rate: 0.134102 loss_vfl: 0.812531 loss_bbox: 0.279186 loss_dfl: 0.178800 loss: 1.253636 eta: 4 days, 23:47:10 batch_cost: 2.2563 data_cost: 0.0009 ips: 12.4097 images/s [11/15 03:37:42] ppdet.engine INFO: Epoch: [38] [3020/3251] learning_rate: 0.134084 loss_vfl: 0.816383 loss_bbox: 0.307099 loss_dfl: 0.202373 loss: 1.318118 eta: 4 days, 23:46:26 batch_cost: 2.1398 data_cost: 0.0012 ips: 13.0851 images/s [11/15 03:38:28] ppdet.engine INFO: Epoch: [38] [3040/3251] learning_rate: 0.134066 loss_vfl: 0.799343 loss_bbox: 0.300959 loss_dfl: 0.193563 loss: 1.274696 eta: 4 days, 23:45:38 batch_cost: 2.0368 data_cost: 0.0011 ips: 13.7471 images/s [11/15 03:39:14] ppdet.engine INFO: Epoch: [38] [3060/3251] learning_rate: 0.134047 loss_vfl: 0.867634 loss_bbox: 0.251145 loss_dfl: 0.170426 loss: 1.276522 eta: 4 days, 23:44:55 batch_cost: 2.1848 data_cost: 0.0018 ips: 12.8158 images/s [11/15 03:40:00] ppdet.engine INFO: Epoch: [38] [3080/3251] learning_rate: 0.134029 loss_vfl: 0.832632 loss_bbox: 0.291623 loss_dfl: 0.194148 loss: 1.311118 eta: 4 days, 23:44:13 batch_cost: 2.2065 data_cost: 0.0012 ips: 12.6897 images/s [11/15 03:40:48] ppdet.engine INFO: Epoch: [38] [3100/3251] learning_rate: 0.134011 loss_vfl: 0.834979 loss_bbox: 0.284608 loss_dfl: 0.185085 loss: 1.317001 eta: 4 days, 23:43:32 batch_cost: 2.2483 data_cost: 0.0010 ips: 12.4538 images/s [11/15 03:41:34] ppdet.engine INFO: Epoch: [38] [3120/3251] learning_rate: 0.133993 loss_vfl: 0.816623 loss_bbox: 0.304199 loss_dfl: 0.191570 loss: 1.308967 eta: 4 days, 23:42:49 batch_cost: 2.1876 data_cost: 0.0009 ips: 12.7994 images/s [11/15 03:42:22] ppdet.engine INFO: Epoch: [38] [3140/3251] learning_rate: 0.133975 loss_vfl: 0.812339 loss_bbox: 0.286313 loss_dfl: 0.186200 loss: 1.281326 eta: 4 days, 23:42:07 batch_cost: 2.2347 data_cost: 0.0015 ips: 12.5299 images/s [11/15 03:43:10] ppdet.engine INFO: Epoch: [38] [3160/3251] learning_rate: 0.133957 loss_vfl: 0.831109 loss_bbox: 0.305597 loss_dfl: 0.196171 loss: 1.328078 eta: 4 days, 23:41:25 batch_cost: 2.2166 data_cost: 0.0010 ips: 12.6317 images/s [11/15 03:43:57] ppdet.engine INFO: Epoch: [38] [3180/3251] learning_rate: 0.133938 loss_vfl: 0.849152 loss_bbox: 0.324147 loss_dfl: 0.210148 loss: 1.430600 eta: 4 days, 23:40:39 batch_cost: 2.0794 data_cost: 0.0010 ips: 13.4654 images/s [11/15 03:44:44] ppdet.engine INFO: Epoch: [38] [3200/3251] learning_rate: 0.133920 loss_vfl: 0.821636 loss_bbox: 0.294802 loss_dfl: 0.194080 loss: 1.299290 eta: 4 days, 23:39:59 batch_cost: 2.2864 data_cost: 0.0022 ips: 12.2465 images/s [11/15 03:45:32] ppdet.engine INFO: Epoch: [38] [3220/3251] learning_rate: 0.133902 loss_vfl: 0.830954 loss_bbox: 0.295573 loss_dfl: 0.196265 loss: 1.311831 eta: 4 days, 23:39:19 batch_cost: 2.2676 data_cost: 0.0010 ips: 12.3479 images/s [11/15 03:46:17] ppdet.engine INFO: Epoch: [38] [3240/3251] learning_rate: 0.133884 loss_vfl: 0.805001 loss_bbox: 0.297708 loss_dfl: 0.193850 loss: 1.292196 eta: 4 days, 23:38:35 batch_cost: 2.1789 data_cost: 0.0014 ips: 12.8503 images/s [11/15 03:46:57] ppdet.engine INFO: Epoch: [39] [ 0/3251] learning_rate: 0.133874 loss_vfl: 0.818455 loss_bbox: 0.338411 loss_dfl: 0.204381 loss: 1.346303 eta: 4 days, 23:38:21 batch_cost: 2.4707 data_cost: 0.4128 ips: 11.3326 images/s [11/15 03:47:50] ppdet.engine INFO: Epoch: [39] [ 20/3251] learning_rate: 0.133856 loss_vfl: 0.829744 loss_bbox: 0.288552 loss_dfl: 0.187833 loss: 1.315208 eta: 4 days, 23:37:47 batch_cost: 2.4905 data_cost: 0.0009 ips: 11.2426 images/s [11/15 03:48:35] ppdet.engine INFO: Epoch: [39] [ 40/3251] learning_rate: 0.133837 loss_vfl: 0.819928 loss_bbox: 0.267863 loss_dfl: 0.172374 loss: 1.304810 eta: 4 days, 23:37:04 batch_cost: 2.1784 data_cost: 0.0018 ips: 12.8535 images/s [11/15 03:49:24] ppdet.engine INFO: Epoch: [39] [ 60/3251] learning_rate: 0.133819 loss_vfl: 0.828449 loss_bbox: 0.257306 loss_dfl: 0.181085 loss: 1.271551 eta: 4 days, 23:36:25 batch_cost: 2.3144 data_cost: 0.0010 ips: 12.0980 images/s [11/15 03:50:12] ppdet.engine INFO: Epoch: [39] [ 80/3251] learning_rate: 0.133801 loss_vfl: 0.813498 loss_bbox: 0.297210 loss_dfl: 0.195517 loss: 1.306280 eta: 4 days, 23:35:45 batch_cost: 2.2726 data_cost: 0.0012 ips: 12.3206 images/s [11/15 03:51:00] ppdet.engine INFO: Epoch: [39] [ 100/3251] learning_rate: 0.133783 loss_vfl: 0.780481 loss_bbox: 0.275262 loss_dfl: 0.189310 loss: 1.267831 eta: 4 days, 23:35:06 batch_cost: 2.3246 data_cost: 0.0010 ips: 12.0450 images/s [11/15 03:51:48] ppdet.engine INFO: Epoch: [39] [ 120/3251] learning_rate: 0.133765 loss_vfl: 0.816125 loss_bbox: 0.275072 loss_dfl: 0.174977 loss: 1.253543 eta: 4 days, 23:34:26 batch_cost: 2.2627 data_cost: 0.0009 ips: 12.3744 images/s [11/15 03:52:36] ppdet.engine INFO: Epoch: [39] [ 140/3251] learning_rate: 0.133746 loss_vfl: 0.843944 loss_bbox: 0.279338 loss_dfl: 0.183962 loss: 1.292096 eta: 4 days, 23:33:45 batch_cost: 2.2521 data_cost: 0.0009 ips: 12.4326 images/s [11/15 03:53:23] ppdet.engine INFO: Epoch: [39] [ 160/3251] learning_rate: 0.133728 loss_vfl: 0.816708 loss_bbox: 0.270339 loss_dfl: 0.171993 loss: 1.243440 eta: 4 days, 23:33:01 batch_cost: 2.1573 data_cost: 0.0012 ips: 12.9794 images/s [11/15 03:54:08] ppdet.engine INFO: Epoch: [39] [ 180/3251] learning_rate: 0.133710 loss_vfl: 0.787485 loss_bbox: 0.269542 loss_dfl: 0.179109 loss: 1.223379 eta: 4 days, 23:32:14 batch_cost: 2.0559 data_cost: 0.0010 ips: 13.6193 images/s [11/15 03:54:55] ppdet.engine INFO: Epoch: [39] [ 200/3251] learning_rate: 0.133692 loss_vfl: 0.816446 loss_bbox: 0.268215 loss_dfl: 0.180269 loss: 1.267571 eta: 4 days, 23:31:33 batch_cost: 2.2567 data_cost: 0.0012 ips: 12.4076 images/s [11/15 03:55:42] ppdet.engine INFO: Epoch: [39] [ 220/3251] learning_rate: 0.133674 loss_vfl: 0.805944 loss_bbox: 0.258934 loss_dfl: 0.172518 loss: 1.243369 eta: 4 days, 23:30:53 batch_cost: 2.2698 data_cost: 0.0010 ips: 12.3359 images/s [11/15 03:56:27] ppdet.engine INFO: Epoch: [39] [ 240/3251] learning_rate: 0.133655 loss_vfl: 0.823578 loss_bbox: 0.282988 loss_dfl: 0.199853 loss: 1.328495 eta: 4 days, 23:30:07 batch_cost: 2.1028 data_cost: 0.0009 ips: 13.3159 images/s [11/15 03:57:12] ppdet.engine INFO: Epoch: [39] [ 260/3251] learning_rate: 0.133637 loss_vfl: 0.834868 loss_bbox: 0.294870 loss_dfl: 0.191545 loss: 1.317382 eta: 4 days, 23:29:22 batch_cost: 2.1215 data_cost: 0.0012 ips: 13.1983 images/s [11/15 03:57:59] ppdet.engine INFO: Epoch: [39] [ 280/3251] learning_rate: 0.133619 loss_vfl: 0.829202 loss_bbox: 0.256260 loss_dfl: 0.167703 loss: 1.263391 eta: 4 days, 23:28:40 batch_cost: 2.2240 data_cost: 0.0010 ips: 12.5898 images/s [11/15 03:58:45] ppdet.engine INFO: Epoch: [39] [ 300/3251] learning_rate: 0.133601 loss_vfl: 0.837603 loss_bbox: 0.266791 loss_dfl: 0.184568 loss: 1.268607 eta: 4 days, 23:27:58 batch_cost: 2.2086 data_cost: 0.0010 ips: 12.6778 images/s [11/15 03:59:33] ppdet.engine INFO: Epoch: [39] [ 320/3251] learning_rate: 0.133583 loss_vfl: 0.819087 loss_bbox: 0.300296 loss_dfl: 0.196827 loss: 1.298600 eta: 4 days, 23:27:15 batch_cost: 2.2051 data_cost: 0.0011 ips: 12.6978 images/s [11/15 04:00:18] ppdet.engine INFO: Epoch: [39] 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0.813594 loss_bbox: 0.275628 loss_dfl: 0.162410 loss: 1.266737 eta: 4 days, 23:23:46 batch_cost: 2.3354 data_cost: 0.0009 ips: 11.9893 images/s [11/15 04:04:14] ppdet.engine INFO: Epoch: [39] [ 440/3251] learning_rate: 0.133473 loss_vfl: 0.807323 loss_bbox: 0.278551 loss_dfl: 0.181737 loss: 1.269284 eta: 4 days, 23:23:01 batch_cost: 2.1197 data_cost: 0.0010 ips: 13.2092 images/s [11/15 04:04:58] ppdet.engine INFO: Epoch: [39] [ 460/3251] learning_rate: 0.133455 loss_vfl: 0.820808 loss_bbox: 0.267855 loss_dfl: 0.178037 loss: 1.278745 eta: 4 days, 23:22:16 batch_cost: 2.0978 data_cost: 0.0010 ips: 13.3475 images/s [11/15 04:05:45] ppdet.engine INFO: Epoch: [39] [ 480/3251] learning_rate: 0.133437 loss_vfl: 0.807169 loss_bbox: 0.278206 loss_dfl: 0.180114 loss: 1.296237 eta: 4 days, 23:21:31 batch_cost: 2.1500 data_cost: 0.0010 ips: 13.0233 images/s [11/15 04:06:32] ppdet.engine INFO: Epoch: [39] [ 500/3251] learning_rate: 0.133419 loss_vfl: 0.805511 loss_bbox: 0.328526 loss_dfl: 0.208432 loss: 1.334849 eta: 4 days, 23:20:48 batch_cost: 2.1860 data_cost: 0.0019 ips: 12.8090 images/s [11/15 04:07:18] ppdet.engine INFO: Epoch: [39] [ 520/3251] learning_rate: 0.133401 loss_vfl: 0.806041 loss_bbox: 0.288764 loss_dfl: 0.182900 loss: 1.310462 eta: 4 days, 23:20:06 batch_cost: 2.1944 data_cost: 0.0013 ips: 12.7596 images/s [11/15 04:08:05] ppdet.engine INFO: Epoch: [39] [ 540/3251] learning_rate: 0.133382 loss_vfl: 0.811259 loss_bbox: 0.273885 loss_dfl: 0.177441 loss: 1.252471 eta: 4 days, 23:19:23 batch_cost: 2.1996 data_cost: 0.0011 ips: 12.7295 images/s [11/15 04:08:51] ppdet.engine INFO: Epoch: [39] [ 560/3251] learning_rate: 0.133364 loss_vfl: 0.838571 loss_bbox: 0.255464 loss_dfl: 0.173522 loss: 1.258411 eta: 4 days, 23:18:41 batch_cost: 2.2147 data_cost: 0.0010 ips: 12.6430 images/s [11/15 04:09:38] ppdet.engine INFO: Epoch: [39] [ 580/3251] learning_rate: 0.133346 loss_vfl: 0.809732 loss_bbox: 0.292589 loss_dfl: 0.188741 loss: 1.301000 eta: 4 days, 23:17:57 batch_cost: 2.1428 data_cost: 0.0009 ips: 13.0671 images/s [11/15 04:10:25] ppdet.engine INFO: Epoch: [39] [ 600/3251] learning_rate: 0.133328 loss_vfl: 0.811125 loss_bbox: 0.299417 loss_dfl: 0.198442 loss: 1.302964 eta: 4 days, 23:17:14 batch_cost: 2.1998 data_cost: 0.0012 ips: 12.7284 images/s [11/15 04:11:10] ppdet.engine INFO: Epoch: [39] [ 620/3251] learning_rate: 0.133309 loss_vfl: 0.810230 loss_bbox: 0.283655 loss_dfl: 0.193975 loss: 1.289511 eta: 4 days, 23:16:29 batch_cost: 2.1352 data_cost: 0.0010 ips: 13.1133 images/s Corrupt JPEG data: 33378 extraneous bytes before marker 0xe2 [11/15 04:11:57] ppdet.engine INFO: Epoch: [39] [ 640/3251] learning_rate: 0.133291 loss_vfl: 0.809286 loss_bbox: 0.261691 loss_dfl: 0.181515 loss: 1.267223 eta: 4 days, 23:15:48 batch_cost: 2.2398 data_cost: 0.0011 ips: 12.5013 images/s [11/15 04:12:44] ppdet.engine INFO: Epoch: [39] [ 660/3251] learning_rate: 0.133273 loss_vfl: 0.823676 loss_bbox: 0.276267 loss_dfl: 0.191644 loss: 1.279065 eta: 4 days, 23:15:06 batch_cost: 2.2101 data_cost: 0.0013 ips: 12.6693 images/s [11/15 04:13:31] ppdet.engine INFO: Epoch: [39] [ 680/3251] learning_rate: 0.133255 loss_vfl: 0.818134 loss_bbox: 0.323760 loss_dfl: 0.208873 loss: 1.363244 eta: 4 days, 23:14:24 batch_cost: 2.2158 data_cost: 0.0010 ips: 12.6364 images/s [11/15 04:14:16] ppdet.engine INFO: Epoch: [39] [ 700/3251] learning_rate: 0.133237 loss_vfl: 0.813406 loss_bbox: 0.261603 loss_dfl: 0.178589 loss: 1.264092 eta: 4 days, 23:13:38 batch_cost: 2.0883 data_cost: 0.0009 ips: 13.4079 images/s [11/15 04:15:01] ppdet.engine INFO: Epoch: [39] [ 720/3251] learning_rate: 0.133218 loss_vfl: 0.839797 loss_bbox: 0.328812 loss_dfl: 0.215760 loss: 1.371779 eta: 4 days, 23:12:52 batch_cost: 2.0953 data_cost: 0.0009 ips: 13.3630 images/s [11/15 04:15:47] ppdet.engine INFO: Epoch: [39] [ 740/3251] learning_rate: 0.133200 loss_vfl: 0.814787 loss_bbox: 0.296998 loss_dfl: 0.201245 loss: 1.318683 eta: 4 days, 23:12:07 batch_cost: 2.1264 data_cost: 0.0009 ips: 13.1677 images/s [11/15 04:16:36] ppdet.engine INFO: Epoch: [39] [ 760/3251] learning_rate: 0.133182 loss_vfl: 0.801744 loss_bbox: 0.291137 loss_dfl: 0.188606 loss: 1.293105 eta: 4 days, 23:11:23 batch_cost: 2.1392 data_cost: 0.0014 ips: 13.0893 images/s [11/15 04:17:23] ppdet.engine INFO: Epoch: [39] [ 780/3251] learning_rate: 0.133164 loss_vfl: 0.816081 loss_bbox: 0.293676 loss_dfl: 0.185261 loss: 1.296612 eta: 4 days, 23:10:41 batch_cost: 2.2452 data_cost: 0.0012 ips: 12.4708 images/s [11/15 04:18:09] ppdet.engine INFO: Epoch: [39] [ 800/3251] learning_rate: 0.133145 loss_vfl: 0.817398 loss_bbox: 0.293002 loss_dfl: 0.192892 loss: 1.316403 eta: 4 days, 23:09:59 batch_cost: 2.2065 data_cost: 0.0010 ips: 12.6898 images/s [11/15 04:18:58] ppdet.engine INFO: Epoch: [39] [ 820/3251] learning_rate: 0.133127 loss_vfl: 0.806412 loss_bbox: 0.312602 loss_dfl: 0.199138 loss: 1.338029 eta: 4 days, 23:09:18 batch_cost: 2.2442 data_cost: 0.0010 ips: 12.4766 images/s [11/15 04:19:44] ppdet.engine INFO: Epoch: [39] [ 840/3251] learning_rate: 0.133109 loss_vfl: 0.822638 loss_bbox: 0.295920 loss_dfl: 0.193831 loss: 1.282988 eta: 4 days, 23:08:35 batch_cost: 2.2039 data_cost: 0.0010 ips: 12.7050 images/s [11/15 04:20:32] ppdet.engine INFO: Epoch: [39] [ 860/3251] learning_rate: 0.133091 loss_vfl: 0.805672 loss_bbox: 0.293059 loss_dfl: 0.195740 loss: 1.323062 eta: 4 days, 23:07:54 batch_cost: 2.2460 data_cost: 0.0010 ips: 12.4666 images/s [11/15 04:21:19] ppdet.engine INFO: Epoch: [39] [ 880/3251] learning_rate: 0.133072 loss_vfl: 0.811387 loss_bbox: 0.299300 loss_dfl: 0.190441 loss: 1.295120 eta: 4 days, 23:07:12 batch_cost: 2.2008 data_cost: 0.0010 ips: 12.7224 images/s [11/15 04:22:04] ppdet.engine INFO: Epoch: [39] [ 900/3251] learning_rate: 0.133054 loss_vfl: 0.818703 loss_bbox: 0.281013 loss_dfl: 0.182780 loss: 1.273279 eta: 4 days, 23:06:27 batch_cost: 2.1438 data_cost: 0.0010 ips: 13.0609 images/s [11/15 04:22:48] ppdet.engine INFO: Epoch: [39] [ 920/3251] learning_rate: 0.133036 loss_vfl: 0.823119 loss_bbox: 0.259352 loss_dfl: 0.183704 loss: 1.253801 eta: 4 days, 23:05:42 batch_cost: 2.0927 data_cost: 0.0018 ips: 13.3800 images/s [11/15 04:23:34] ppdet.engine INFO: Epoch: [39] [ 940/3251] learning_rate: 0.133018 loss_vfl: 0.806868 loss_bbox: 0.303825 loss_dfl: 0.194925 loss: 1.299387 eta: 4 days, 23:04:58 batch_cost: 2.1664 data_cost: 0.0016 ips: 12.9247 images/s [11/15 04:24:21] ppdet.engine INFO: Epoch: [39] [ 960/3251] learning_rate: 0.132999 loss_vfl: 0.808710 loss_bbox: 0.279256 loss_dfl: 0.177527 loss: 1.264666 eta: 4 days, 23:04:16 batch_cost: 2.2322 data_cost: 0.0014 ips: 12.5436 images/s [11/15 04:25:08] ppdet.engine INFO: Epoch: [39] [ 980/3251] learning_rate: 0.132981 loss_vfl: 0.823448 loss_bbox: 0.262944 loss_dfl: 0.180845 loss: 1.311462 eta: 4 days, 23:03:32 batch_cost: 2.1372 data_cost: 0.0011 ips: 13.1011 images/s [11/15 04:25:53] ppdet.engine INFO: Epoch: [39] [1000/3251] learning_rate: 0.132963 loss_vfl: 0.813936 loss_bbox: 0.274660 loss_dfl: 0.184397 loss: 1.261549 eta: 4 days, 23:02:47 batch_cost: 2.1328 data_cost: 0.0009 ips: 13.1281 images/s [11/15 04:26:40] ppdet.engine INFO: Epoch: [39] [1020/3251] learning_rate: 0.132945 loss_vfl: 0.832388 loss_bbox: 0.304742 loss_dfl: 0.186326 loss: 1.340721 eta: 4 days, 23:02:06 batch_cost: 2.2403 data_cost: 0.0012 ips: 12.4983 images/s [11/15 04:27:26] ppdet.engine INFO: Epoch: [39] [1040/3251] learning_rate: 0.132927 loss_vfl: 0.819267 loss_bbox: 0.278088 loss_dfl: 0.180904 loss: 1.282673 eta: 4 days, 23:01:22 batch_cost: 2.1618 data_cost: 0.0009 ips: 12.9523 images/s [11/15 04:28:11] ppdet.engine INFO: Epoch: [39] [1060/3251] learning_rate: 0.132908 loss_vfl: 0.824938 loss_bbox: 0.278379 loss_dfl: 0.178338 loss: 1.277065 eta: 4 days, 23:00:38 batch_cost: 2.1464 data_cost: 0.0010 ips: 13.0451 images/s [11/15 04:29:00] ppdet.engine INFO: Epoch: [39] [1080/3251] learning_rate: 0.132890 loss_vfl: 0.822434 loss_bbox: 0.304723 loss_dfl: 0.194181 loss: 1.336430 eta: 4 days, 23:00:01 batch_cost: 2.3863 data_cost: 0.0011 ips: 11.7339 images/s [11/15 04:29:47] ppdet.engine INFO: Epoch: [39] [1100/3251] learning_rate: 0.132872 loss_vfl: 0.820642 loss_bbox: 0.295310 loss_dfl: 0.192539 loss: 1.303261 eta: 4 days, 22:59:19 batch_cost: 2.2329 data_cost: 0.0013 ips: 12.5398 images/s [11/15 04:30:32] ppdet.engine INFO: Epoch: [39] [1120/3251] learning_rate: 0.132854 loss_vfl: 0.823190 loss_bbox: 0.294570 loss_dfl: 0.184928 loss: 1.306151 eta: 4 days, 22:58:35 batch_cost: 2.1359 data_cost: 0.0009 ips: 13.1090 images/s [11/15 04:31:16] ppdet.engine INFO: Epoch: [39] [1140/3251] learning_rate: 0.132835 loss_vfl: 0.825909 loss_bbox: 0.272662 loss_dfl: 0.175878 loss: 1.276441 eta: 4 days, 22:57:49 batch_cost: 2.0986 data_cost: 0.0009 ips: 13.3424 images/s [11/15 04:32:04] ppdet.engine INFO: Epoch: [39] [1160/3251] learning_rate: 0.132817 loss_vfl: 0.822743 loss_bbox: 0.252556 loss_dfl: 0.168542 loss: 1.249219 eta: 4 days, 22:57:05 batch_cost: 2.1609 data_cost: 0.0013 ips: 12.9576 images/s [11/15 04:32:50] ppdet.engine INFO: Epoch: [39] [1180/3251] learning_rate: 0.132799 loss_vfl: 0.831068 loss_bbox: 0.307113 loss_dfl: 0.206709 loss: 1.350665 eta: 4 days, 22:56:21 batch_cost: 2.1506 data_cost: 0.0010 ips: 13.0197 images/s [11/15 04:33:35] ppdet.engine INFO: Epoch: [39] [1200/3251] learning_rate: 0.132780 loss_vfl: 0.803891 loss_bbox: 0.269718 loss_dfl: 0.173231 loss: 1.270159 eta: 4 days, 22:55:36 batch_cost: 2.1081 data_cost: 0.0010 ips: 13.2822 images/s [11/15 04:34:20] ppdet.engine INFO: Epoch: [39] [1220/3251] learning_rate: 0.132762 loss_vfl: 0.811485 loss_bbox: 0.276020 loss_dfl: 0.176028 loss: 1.270173 eta: 4 days, 22:54:49 batch_cost: 2.0704 data_cost: 0.0010 ips: 13.5237 images/s [11/15 04:35:05] ppdet.engine INFO: Epoch: [39] [1240/3251] learning_rate: 0.132744 loss_vfl: 0.825510 loss_bbox: 0.297619 loss_dfl: 0.189114 loss: 1.316614 eta: 4 days, 22:54:03 batch_cost: 2.0760 data_cost: 0.0012 ips: 13.4876 images/s [11/15 04:35:53] ppdet.engine INFO: Epoch: [39] [1260/3251] learning_rate: 0.132726 loss_vfl: 0.835064 loss_bbox: 0.305851 loss_dfl: 0.204574 loss: 1.332211 eta: 4 days, 22:53:21 batch_cost: 2.2289 data_cost: 0.0009 ips: 12.5622 images/s [11/15 04:36:39] ppdet.engine INFO: Epoch: [39] [1280/3251] learning_rate: 0.132707 loss_vfl: 0.832848 loss_bbox: 0.270458 loss_dfl: 0.182575 loss: 1.300121 eta: 4 days, 22:52:38 batch_cost: 2.1882 data_cost: 0.0010 ips: 12.7958 images/s [11/15 04:37:26] ppdet.engine INFO: Epoch: [39] [1300/3251] learning_rate: 0.132689 loss_vfl: 0.818362 loss_bbox: 0.262319 loss_dfl: 0.185040 loss: 1.272487 eta: 4 days, 22:51:57 batch_cost: 2.2586 data_cost: 0.0012 ips: 12.3969 images/s [11/15 04:38:13] ppdet.engine INFO: Epoch: [39] [1320/3251] learning_rate: 0.132671 loss_vfl: 0.814433 loss_bbox: 0.288678 loss_dfl: 0.187460 loss: 1.317655 eta: 4 days, 22:51:17 batch_cost: 2.2530 data_cost: 0.0009 ips: 12.4276 images/s [11/15 04:38:58] ppdet.engine INFO: Epoch: [39] [1340/3251] learning_rate: 0.132653 loss_vfl: 0.824516 loss_bbox: 0.303768 loss_dfl: 0.189429 loss: 1.317128 eta: 4 days, 22:50:32 batch_cost: 2.1315 data_cost: 0.0010 ips: 13.1360 images/s [11/15 04:39:44] ppdet.engine INFO: Epoch: [39] [1360/3251] learning_rate: 0.132634 loss_vfl: 0.823961 loss_bbox: 0.315589 loss_dfl: 0.205414 loss: 1.339247 eta: 4 days, 22:49:47 batch_cost: 2.1325 data_cost: 0.0011 ips: 13.1301 images/s [11/15 04:40:30] ppdet.engine INFO: Epoch: [39] [1380/3251] learning_rate: 0.132616 loss_vfl: 0.808575 loss_bbox: 0.254828 loss_dfl: 0.172615 loss: 1.257287 eta: 4 days, 22:49:04 batch_cost: 2.1840 data_cost: 0.0014 ips: 12.8204 images/s [11/15 04:41:16] ppdet.engine INFO: Epoch: [39] [1400/3251] learning_rate: 0.132598 loss_vfl: 0.809371 loss_bbox: 0.333904 loss_dfl: 0.200442 loss: 1.315343 eta: 4 days, 22:48:20 batch_cost: 2.1506 data_cost: 0.0009 ips: 13.0196 images/s [11/15 04:42:00] ppdet.engine INFO: Epoch: [39] [1420/3251] learning_rate: 0.132580 loss_vfl: 0.848532 loss_bbox: 0.296451 loss_dfl: 0.189909 loss: 1.328744 eta: 4 days, 22:47:35 batch_cost: 2.1054 data_cost: 0.0010 ips: 13.2994 images/s [11/15 04:42:47] ppdet.engine INFO: Epoch: [39] [1440/3251] learning_rate: 0.132561 loss_vfl: 0.845716 loss_bbox: 0.318127 loss_dfl: 0.196027 loss: 1.360809 eta: 4 days, 22:46:51 batch_cost: 2.1823 data_cost: 0.0010 ips: 12.8305 images/s [11/15 04:43:33] ppdet.engine INFO: Epoch: [39] [1460/3251] learning_rate: 0.132543 loss_vfl: 0.821365 loss_bbox: 0.268686 loss_dfl: 0.179128 loss: 1.277255 eta: 4 days, 22:46:09 batch_cost: 2.2169 data_cost: 0.0009 ips: 12.6302 images/s [11/15 04:44:18] ppdet.engine INFO: Epoch: [39] [1480/3251] learning_rate: 0.132525 loss_vfl: 0.841119 loss_bbox: 0.284193 loss_dfl: 0.178830 loss: 1.287519 eta: 4 days, 22:45:25 batch_cost: 2.1522 data_cost: 0.0010 ips: 13.0101 images/s [11/15 04:45:06] ppdet.engine INFO: Epoch: [39] [1500/3251] learning_rate: 0.132506 loss_vfl: 0.811854 loss_bbox: 0.335772 loss_dfl: 0.205822 loss: 1.348538 eta: 4 days, 22:44:44 batch_cost: 2.2289 data_cost: 0.0010 ips: 12.5624 images/s [11/15 04:45:53] ppdet.engine INFO: Epoch: [39] [1520/3251] learning_rate: 0.132488 loss_vfl: 0.825693 loss_bbox: 0.284866 loss_dfl: 0.187419 loss: 1.309145 eta: 4 days, 22:44:00 batch_cost: 2.1773 data_cost: 0.0009 ips: 12.8602 images/s [11/15 04:46:39] ppdet.engine INFO: Epoch: [39] [1540/3251] learning_rate: 0.132470 loss_vfl: 0.799856 loss_bbox: 0.234585 loss_dfl: 0.155898 loss: 1.234024 eta: 4 days, 22:43:17 batch_cost: 2.1700 data_cost: 0.0010 ips: 12.9034 images/s [11/15 04:47:24] ppdet.engine INFO: Epoch: [39] [1560/3251] learning_rate: 0.132452 loss_vfl: 0.804292 loss_bbox: 0.290358 loss_dfl: 0.203245 loss: 1.276161 eta: 4 days, 22:42:33 batch_cost: 2.1602 data_cost: 0.0010 ips: 12.9615 images/s [11/15 04:48:12] ppdet.engine INFO: Epoch: [39] [1580/3251] learning_rate: 0.132433 loss_vfl: 0.836821 loss_bbox: 0.295288 loss_dfl: 0.201610 loss: 1.324520 eta: 4 days, 22:41:53 batch_cost: 2.2933 data_cost: 0.0010 ips: 12.2094 images/s [11/15 04:48:57] ppdet.engine INFO: Epoch: [39] [1600/3251] learning_rate: 0.132415 loss_vfl: 0.822317 loss_bbox: 0.276649 loss_dfl: 0.186090 loss: 1.284875 eta: 4 days, 22:41:10 batch_cost: 2.1614 data_cost: 0.0009 ips: 12.9548 images/s [11/15 04:49:42] ppdet.engine INFO: Epoch: [39] [1620/3251] learning_rate: 0.132397 loss_vfl: 0.833511 loss_bbox: 0.296330 loss_dfl: 0.196279 loss: 1.326560 eta: 4 days, 22:40:24 batch_cost: 2.1191 data_cost: 0.0009 ips: 13.2131 images/s [11/15 04:50:27] ppdet.engine INFO: Epoch: [39] [1640/3251] learning_rate: 0.132378 loss_vfl: 0.834559 loss_bbox: 0.262861 loss_dfl: 0.191827 loss: 1.300066 eta: 4 days, 22:39:41 batch_cost: 2.1664 data_cost: 0.0009 ips: 12.9244 images/s [11/15 04:51:14] ppdet.engine INFO: Epoch: [39] [1660/3251] learning_rate: 0.132360 loss_vfl: 0.820167 loss_bbox: 0.260964 loss_dfl: 0.184563 loss: 1.275529 eta: 4 days, 22:38:59 batch_cost: 2.2201 data_cost: 0.0010 ips: 12.6118 images/s [11/15 04:52:02] ppdet.engine INFO: Epoch: [39] [1680/3251] learning_rate: 0.132342 loss_vfl: 0.818631 loss_bbox: 0.275755 loss_dfl: 0.187106 loss: 1.278725 eta: 4 days, 22:38:20 batch_cost: 2.3122 data_cost: 0.0017 ips: 12.1098 images/s [11/15 04:52:49] ppdet.engine INFO: Epoch: [39] [1700/3251] learning_rate: 0.132324 loss_vfl: 0.808649 loss_bbox: 0.265240 loss_dfl: 0.180640 loss: 1.283335 eta: 4 days, 22:37:38 batch_cost: 2.2304 data_cost: 0.0019 ips: 12.5537 images/s [11/15 04:53:34] ppdet.engine INFO: Epoch: [39] [1720/3251] learning_rate: 0.132305 loss_vfl: 0.819263 loss_bbox: 0.320961 loss_dfl: 0.201820 loss: 1.318028 eta: 4 days, 22:36:51 batch_cost: 2.0587 data_cost: 0.0012 ips: 13.6009 images/s [11/15 04:54:22] ppdet.engine INFO: Epoch: [39] [1740/3251] learning_rate: 0.132287 loss_vfl: 0.819371 loss_bbox: 0.297612 loss_dfl: 0.195351 loss: 1.323876 eta: 4 days, 22:36:11 batch_cost: 2.2871 data_cost: 0.0009 ips: 12.2425 images/s [11/15 04:55:08] ppdet.engine INFO: Epoch: [39] [1760/3251] learning_rate: 0.132269 loss_vfl: 0.824739 loss_bbox: 0.300534 loss_dfl: 0.192841 loss: 1.312068 eta: 4 days, 22:35:30 batch_cost: 2.2309 data_cost: 0.0011 ips: 12.5507 images/s [11/15 04:55:55] ppdet.engine INFO: Epoch: [39] [1780/3251] learning_rate: 0.132250 loss_vfl: 0.833794 loss_bbox: 0.324932 loss_dfl: 0.192721 loss: 1.338120 eta: 4 days, 22:34:48 batch_cost: 2.2451 data_cost: 0.0010 ips: 12.4717 images/s [11/15 04:56:42] ppdet.engine INFO: Epoch: [39] [1800/3251] learning_rate: 0.132232 loss_vfl: 0.841370 loss_bbox: 0.296855 loss_dfl: 0.198314 loss: 1.353323 eta: 4 days, 22:34:07 batch_cost: 2.2414 data_cost: 0.0010 ips: 12.4920 images/s [11/15 04:57:30] ppdet.engine INFO: Epoch: [39] [1820/3251] learning_rate: 0.132214 loss_vfl: 0.803192 loss_bbox: 0.289559 loss_dfl: 0.196645 loss: 1.301530 eta: 4 days, 22:33:25 batch_cost: 2.2164 data_cost: 0.0009 ips: 12.6329 images/s [11/15 04:58:16] ppdet.engine INFO: Epoch: [39] [1840/3251] learning_rate: 0.132196 loss_vfl: 0.836146 loss_bbox: 0.293590 loss_dfl: 0.185970 loss: 1.318265 eta: 4 days, 22:32:41 batch_cost: 2.1664 data_cost: 0.0010 ips: 12.9245 images/s [11/15 04:59:02] ppdet.engine INFO: Epoch: [39] [1860/3251] learning_rate: 0.132177 loss_vfl: 0.797262 loss_bbox: 0.301590 loss_dfl: 0.195615 loss: 1.298615 eta: 4 days, 22:31:58 batch_cost: 2.1915 data_cost: 0.0036 ips: 12.7764 images/s [11/15 04:59:48] ppdet.engine INFO: Epoch: [39] [1880/3251] learning_rate: 0.132159 loss_vfl: 0.827845 loss_bbox: 0.295829 loss_dfl: 0.197808 loss: 1.336941 eta: 4 days, 22:31:14 batch_cost: 2.1513 data_cost: 0.0011 ips: 13.0151 images/s [11/15 05:00:35] ppdet.engine INFO: Epoch: [39] [1900/3251] learning_rate: 0.132141 loss_vfl: 0.816930 loss_bbox: 0.265740 loss_dfl: 0.178835 loss: 1.279770 eta: 4 days, 22:30:32 batch_cost: 2.1955 data_cost: 0.0010 ips: 12.7535 images/s [11/15 05:01:21] ppdet.engine INFO: Epoch: [39] [1920/3251] learning_rate: 0.132122 loss_vfl: 0.796829 loss_bbox: 0.306591 loss_dfl: 0.191478 loss: 1.314844 eta: 4 days, 22:29:47 batch_cost: 2.1206 data_cost: 0.0010 ips: 13.2040 images/s [11/15 05:02:07] ppdet.engine INFO: Epoch: [39] [1940/3251] learning_rate: 0.132104 loss_vfl: 0.844123 loss_bbox: 0.286814 loss_dfl: 0.180983 loss: 1.320837 eta: 4 days, 22:29:02 batch_cost: 2.1201 data_cost: 0.0010 ips: 13.2071 images/s [11/15 05:02:53] ppdet.engine INFO: Epoch: [39] [1960/3251] learning_rate: 0.132086 loss_vfl: 0.826441 loss_bbox: 0.292850 loss_dfl: 0.186804 loss: 1.308249 eta: 4 days, 22:28:17 batch_cost: 2.1241 data_cost: 0.0010 ips: 13.1820 images/s [11/15 05:03:40] ppdet.engine INFO: Epoch: [39] [1980/3251] learning_rate: 0.132067 loss_vfl: 0.837123 loss_bbox: 0.299053 loss_dfl: 0.199972 loss: 1.337536 eta: 4 days, 22:27:35 batch_cost: 2.2375 data_cost: 0.0009 ips: 12.5138 images/s [11/15 05:04:25] ppdet.engine INFO: Epoch: [39] [2000/3251] learning_rate: 0.132049 loss_vfl: 0.801951 loss_bbox: 0.256229 loss_dfl: 0.165955 loss: 1.253387 eta: 4 days, 22:26:51 batch_cost: 2.1498 data_cost: 0.0010 ips: 13.0245 images/s [11/15 05:05:11] ppdet.engine INFO: Epoch: [39] [2020/3251] learning_rate: 0.132031 loss_vfl: 0.811252 loss_bbox: 0.304291 loss_dfl: 0.190564 loss: 1.289022 eta: 4 days, 22:26:07 batch_cost: 2.1453 data_cost: 0.0010 ips: 13.0520 images/s [11/15 05:05:57] ppdet.engine INFO: Epoch: [39] [2040/3251] learning_rate: 0.132013 loss_vfl: 0.811540 loss_bbox: 0.269846 loss_dfl: 0.174885 loss: 1.292934 eta: 4 days, 22:25:20 batch_cost: 2.0708 data_cost: 0.0010 ips: 13.5216 images/s [11/15 05:06:43] ppdet.engine INFO: Epoch: [39] [2060/3251] learning_rate: 0.131994 loss_vfl: 0.824576 loss_bbox: 0.268371 loss_dfl: 0.176644 loss: 1.263101 eta: 4 days, 22:24:38 batch_cost: 2.1988 data_cost: 0.0010 ips: 12.7340 images/s [11/15 05:07:26] ppdet.engine INFO: Epoch: [39] [2080/3251] learning_rate: 0.131976 loss_vfl: 0.814161 loss_bbox: 0.284347 loss_dfl: 0.194401 loss: 1.312685 eta: 4 days, 22:23:51 batch_cost: 2.0734 data_cost: 0.0017 ips: 13.5042 images/s [11/15 05:08:13] ppdet.engine INFO: Epoch: [39] [2100/3251] learning_rate: 0.131958 loss_vfl: 0.803463 loss_bbox: 0.308730 loss_dfl: 0.205071 loss: 1.313799 eta: 4 days, 22:23:11 batch_cost: 2.2629 data_cost: 0.0009 ips: 12.3736 images/s [11/15 05:09:01] ppdet.engine INFO: Epoch: [39] [2120/3251] learning_rate: 0.131939 loss_vfl: 0.815485 loss_bbox: 0.296111 loss_dfl: 0.187425 loss: 1.325461 eta: 4 days, 22:22:29 batch_cost: 2.2317 data_cost: 0.0009 ips: 12.5467 images/s [11/15 05:09:47] ppdet.engine INFO: Epoch: [39] [2140/3251] learning_rate: 0.131921 loss_vfl: 0.814974 loss_bbox: 0.277140 loss_dfl: 0.175425 loss: 1.270051 eta: 4 days, 22:21:46 batch_cost: 2.1860 data_cost: 0.0011 ips: 12.8085 images/s [11/15 05:10:35] ppdet.engine INFO: Epoch: [39] [2160/3251] learning_rate: 0.131903 loss_vfl: 0.800424 loss_bbox: 0.291984 loss_dfl: 0.186150 loss: 1.274186 eta: 4 days, 22:21:05 batch_cost: 2.2578 data_cost: 0.0010 ips: 12.4017 images/s [11/15 05:11:22] ppdet.engine INFO: Epoch: [39] [2180/3251] learning_rate: 0.131884 loss_vfl: 0.851622 loss_bbox: 0.278652 loss_dfl: 0.180038 loss: 1.308833 eta: 4 days, 22:20:24 batch_cost: 2.2441 data_cost: 0.0010 ips: 12.4771 images/s [11/15 05:12:08] ppdet.engine INFO: Epoch: [39] [2200/3251] learning_rate: 0.131866 loss_vfl: 0.834669 loss_bbox: 0.308967 loss_dfl: 0.200789 loss: 1.333169 eta: 4 days, 22:19:42 batch_cost: 2.2223 data_cost: 0.0012 ips: 12.5996 images/s [11/15 05:12:52] ppdet.engine INFO: Epoch: [39] [2220/3251] learning_rate: 0.131848 loss_vfl: 0.837594 loss_bbox: 0.301791 loss_dfl: 0.194377 loss: 1.320941 eta: 4 days, 22:18:55 batch_cost: 2.0498 data_cost: 0.0010 ips: 13.6601 images/s [11/15 05:13:39] ppdet.engine INFO: Epoch: [39] [2240/3251] learning_rate: 0.131829 loss_vfl: 0.831051 loss_bbox: 0.295651 loss_dfl: 0.183319 loss: 1.334441 eta: 4 days, 22:18:10 batch_cost: 2.1169 data_cost: 0.0041 ips: 13.2271 images/s [11/15 05:14:25] ppdet.engine INFO: Epoch: [39] [2260/3251] learning_rate: 0.131811 loss_vfl: 0.823139 loss_bbox: 0.305785 loss_dfl: 0.191055 loss: 1.321311 eta: 4 days, 22:17:25 batch_cost: 2.1323 data_cost: 0.0010 ips: 13.1314 images/s [11/15 05:15:11] ppdet.engine INFO: Epoch: [39] [2280/3251] learning_rate: 0.131793 loss_vfl: 0.822790 loss_bbox: 0.321577 loss_dfl: 0.200666 loss: 1.334017 eta: 4 days, 22:16:43 batch_cost: 2.2047 data_cost: 0.0010 ips: 12.7001 images/s [11/15 05:15:58] ppdet.engine INFO: Epoch: [39] [2300/3251] learning_rate: 0.131774 loss_vfl: 0.828070 loss_bbox: 0.275937 loss_dfl: 0.182640 loss: 1.318939 eta: 4 days, 22:15:59 batch_cost: 2.1556 data_cost: 0.0010 ips: 12.9892 images/s [11/15 05:16:43] ppdet.engine INFO: Epoch: [39] [2320/3251] learning_rate: 0.131756 loss_vfl: 0.820197 loss_bbox: 0.279518 loss_dfl: 0.185862 loss: 1.296937 eta: 4 days, 22:15:12 batch_cost: 2.0803 data_cost: 0.0010 ips: 13.4595 images/s [11/15 05:17:29] ppdet.engine INFO: Epoch: [39] [2340/3251] learning_rate: 0.131738 loss_vfl: 0.820130 loss_bbox: 0.286302 loss_dfl: 0.187432 loss: 1.274451 eta: 4 days, 22:14:29 batch_cost: 2.1766 data_cost: 0.0009 ips: 12.8642 images/s [11/15 05:18:14] ppdet.engine INFO: Epoch: [39] [2360/3251] learning_rate: 0.131719 loss_vfl: 0.819869 loss_bbox: 0.275885 loss_dfl: 0.191515 loss: 1.293702 eta: 4 days, 22:13:43 batch_cost: 2.0708 data_cost: 0.0010 ips: 13.5217 images/s [11/15 05:19:01] ppdet.engine INFO: Epoch: [39] [2380/3251] learning_rate: 0.131701 loss_vfl: 0.825611 loss_bbox: 0.322306 loss_dfl: 0.203557 loss: 1.343941 eta: 4 days, 22:13:01 batch_cost: 2.2186 data_cost: 0.0017 ips: 12.6207 images/s [11/15 05:19:47] ppdet.engine INFO: Epoch: [39] [2400/3251] learning_rate: 0.131683 loss_vfl: 0.817115 loss_bbox: 0.253923 loss_dfl: 0.170952 loss: 1.256591 eta: 4 days, 22:12:17 batch_cost: 2.1717 data_cost: 0.0010 ips: 12.8929 images/s [11/15 05:20:33] ppdet.engine INFO: Epoch: [39] [2420/3251] learning_rate: 0.131664 loss_vfl: 0.821579 loss_bbox: 0.303137 loss_dfl: 0.198965 loss: 1.320395 eta: 4 days, 22:11:32 batch_cost: 2.1307 data_cost: 0.0015 ips: 13.1412 images/s [11/15 05:21:19] ppdet.engine INFO: Epoch: [39] [2440/3251] learning_rate: 0.131646 loss_vfl: 0.816116 loss_bbox: 0.262865 loss_dfl: 0.187966 loss: 1.246912 eta: 4 days, 22:10:50 batch_cost: 2.2033 data_cost: 0.0010 ips: 12.7083 images/s [11/15 05:22:05] ppdet.engine INFO: Epoch: [39] [2460/3251] learning_rate: 0.131628 loss_vfl: 0.819026 loss_bbox: 0.284942 loss_dfl: 0.194571 loss: 1.316319 eta: 4 days, 22:10:06 batch_cost: 2.1442 data_cost: 0.0010 ips: 13.0582 images/s [11/15 05:22:51] ppdet.engine INFO: Epoch: [39] [2480/3251] learning_rate: 0.131609 loss_vfl: 0.840369 loss_bbox: 0.275692 loss_dfl: 0.181777 loss: 1.284449 eta: 4 days, 22:09:22 batch_cost: 2.1718 data_cost: 0.0010 ips: 12.8924 images/s [11/15 05:23:37] ppdet.engine INFO: Epoch: [39] [2500/3251] learning_rate: 0.131591 loss_vfl: 0.812430 loss_bbox: 0.282681 loss_dfl: 0.200217 loss: 1.299047 eta: 4 days, 22:08:40 batch_cost: 2.2162 data_cost: 0.0011 ips: 12.6342 images/s [11/15 05:24:22] ppdet.engine INFO: Epoch: [39] [2520/3251] learning_rate: 0.131573 loss_vfl: 0.833031 loss_bbox: 0.272247 loss_dfl: 0.177161 loss: 1.276936 eta: 4 days, 22:07:54 batch_cost: 2.0755 data_cost: 0.0009 ips: 13.4907 images/s [11/15 05:25:07] ppdet.engine INFO: Epoch: [39] [2540/3251] learning_rate: 0.131554 loss_vfl: 0.815213 loss_bbox: 0.276252 loss_dfl: 0.187668 loss: 1.264001 eta: 4 days, 22:07:08 batch_cost: 2.0921 data_cost: 0.0011 ips: 13.3839 images/s [11/15 05:25:54] ppdet.engine INFO: Epoch: [39] [2560/3251] learning_rate: 0.131536 loss_vfl: 0.826173 loss_bbox: 0.288572 loss_dfl: 0.203253 loss: 1.318646 eta: 4 days, 22:06:27 batch_cost: 2.2735 data_cost: 0.0010 ips: 12.3160 images/s [11/15 05:26:39] ppdet.engine INFO: Epoch: [39] [2580/3251] learning_rate: 0.131518 loss_vfl: 0.824472 loss_bbox: 0.296936 loss_dfl: 0.187210 loss: 1.308696 eta: 4 days, 22:05:41 batch_cost: 2.0702 data_cost: 0.0009 ips: 13.5252 images/s [11/15 05:27:27] ppdet.engine INFO: Epoch: [39] [2600/3251] learning_rate: 0.131499 loss_vfl: 0.825587 loss_bbox: 0.318222 loss_dfl: 0.204604 loss: 1.382672 eta: 4 days, 22:04:58 batch_cost: 2.2028 data_cost: 0.0009 ips: 12.7110 images/s [11/15 05:28:11] ppdet.engine INFO: Epoch: [39] [2620/3251] learning_rate: 0.131481 loss_vfl: 0.817547 loss_bbox: 0.284239 loss_dfl: 0.193188 loss: 1.270818 eta: 4 days, 22:04:13 batch_cost: 2.0961 data_cost: 0.0017 ips: 13.3583 images/s [11/15 05:28:59] ppdet.engine INFO: Epoch: [39] [2640/3251] learning_rate: 0.131463 loss_vfl: 0.808370 loss_bbox: 0.283773 loss_dfl: 0.184259 loss: 1.269119 eta: 4 days, 22:03:31 batch_cost: 2.2324 data_cost: 0.0009 ips: 12.5425 images/s [11/15 05:29:44] ppdet.engine INFO: Epoch: [39] [2660/3251] learning_rate: 0.131444 loss_vfl: 0.826819 loss_bbox: 0.257364 loss_dfl: 0.173761 loss: 1.254679 eta: 4 days, 22:02:47 batch_cost: 2.1598 data_cost: 0.0011 ips: 12.9640 images/s [11/15 05:30:32] ppdet.engine INFO: Epoch: [39] [2680/3251] learning_rate: 0.131426 loss_vfl: 0.838731 loss_bbox: 0.288039 loss_dfl: 0.181225 loss: 1.294714 eta: 4 days, 22:02:07 batch_cost: 2.2887 data_cost: 0.0010 ips: 12.2341 images/s [11/15 05:31:19] ppdet.engine INFO: Epoch: [39] [2700/3251] learning_rate: 0.131408 loss_vfl: 0.841799 loss_bbox: 0.311607 loss_dfl: 0.205800 loss: 1.346070 eta: 4 days, 22:01:25 batch_cost: 2.1959 data_cost: 0.0009 ips: 12.7508 images/s [11/15 05:32:03] ppdet.engine INFO: Epoch: [39] [2720/3251] learning_rate: 0.131389 loss_vfl: 0.827738 loss_bbox: 0.298497 loss_dfl: 0.188272 loss: 1.337627 eta: 4 days, 22:00:39 batch_cost: 2.0905 data_cost: 0.0009 ips: 13.3942 images/s [11/15 05:32:48] ppdet.engine INFO: Epoch: [39] [2740/3251] learning_rate: 0.131371 loss_vfl: 0.827239 loss_bbox: 0.269779 loss_dfl: 0.172761 loss: 1.239324 eta: 4 days, 21:59:54 batch_cost: 2.1430 data_cost: 0.0010 ips: 13.0655 images/s [11/15 05:33:36] ppdet.engine INFO: Epoch: [39] [2760/3251] learning_rate: 0.131353 loss_vfl: 0.831821 loss_bbox: 0.272863 loss_dfl: 0.181688 loss: 1.301623 eta: 4 days, 21:59:13 batch_cost: 2.2474 data_cost: 0.0011 ips: 12.4589 images/s [11/15 05:34:23] ppdet.engine INFO: Epoch: [39] [2780/3251] learning_rate: 0.131334 loss_vfl: 0.832823 loss_bbox: 0.306759 loss_dfl: 0.188115 loss: 1.327706 eta: 4 days, 21:58:33 batch_cost: 2.2658 data_cost: 0.0010 ips: 12.3575 images/s [11/15 05:35:09] ppdet.engine INFO: Epoch: [39] [2800/3251] learning_rate: 0.131316 loss_vfl: 0.838578 loss_bbox: 0.270824 loss_dfl: 0.183642 loss: 1.273232 eta: 4 days, 21:57:48 batch_cost: 2.1232 data_cost: 0.0009 ips: 13.1879 images/s [11/15 05:35:54] ppdet.engine INFO: Epoch: [39] [2820/3251] learning_rate: 0.131298 loss_vfl: 0.843301 loss_bbox: 0.301966 loss_dfl: 0.196864 loss: 1.333773 eta: 4 days, 21:57:04 batch_cost: 2.1779 data_cost: 0.0010 ips: 12.8565 images/s [11/15 05:36:40] ppdet.engine INFO: Epoch: [39] [2840/3251] learning_rate: 0.131279 loss_vfl: 0.808500 loss_bbox: 0.273945 loss_dfl: 0.187409 loss: 1.264214 eta: 4 days, 21:56:19 batch_cost: 2.0998 data_cost: 0.0010 ips: 13.3347 images/s [11/15 05:37:27] ppdet.engine INFO: Epoch: [39] [2860/3251] learning_rate: 0.131261 loss_vfl: 0.816157 loss_bbox: 0.284462 loss_dfl: 0.189966 loss: 1.306075 eta: 4 days, 21:55:35 batch_cost: 2.1553 data_cost: 0.0014 ips: 12.9915 images/s [11/15 05:38:14] ppdet.engine INFO: Epoch: [39] [2880/3251] learning_rate: 0.131242 loss_vfl: 0.820595 loss_bbox: 0.291755 loss_dfl: 0.203953 loss: 1.328710 eta: 4 days, 21:54:52 batch_cost: 2.1959 data_cost: 0.0011 ips: 12.7512 images/s [11/15 05:38:59] ppdet.engine INFO: Epoch: [39] [2900/3251] learning_rate: 0.131224 loss_vfl: 0.839705 loss_bbox: 0.320075 loss_dfl: 0.199336 loss: 1.351178 eta: 4 days, 21:54:07 batch_cost: 2.1134 data_cost: 0.0010 ips: 13.2490 images/s [11/15 05:39:47] ppdet.engine INFO: Epoch: [39] [2920/3251] learning_rate: 0.131206 loss_vfl: 0.819341 loss_bbox: 0.305557 loss_dfl: 0.196304 loss: 1.314740 eta: 4 days, 21:53:23 batch_cost: 2.1445 data_cost: 0.0011 ips: 13.0568 images/s [11/15 05:40:32] ppdet.engine INFO: Epoch: [39] [2940/3251] learning_rate: 0.131187 loss_vfl: 0.810671 loss_bbox: 0.287981 loss_dfl: 0.188976 loss: 1.280932 eta: 4 days, 21:52:34 batch_cost: 2.0017 data_cost: 0.0010 ips: 13.9878 images/s [11/15 05:41:20] ppdet.engine INFO: Epoch: [39] [2960/3251] learning_rate: 0.131169 loss_vfl: 0.803425 loss_bbox: 0.293457 loss_dfl: 0.203097 loss: 1.296175 eta: 4 days, 21:51:54 batch_cost: 2.2719 data_cost: 0.0011 ips: 12.3247 images/s [11/15 05:42:06] ppdet.engine INFO: Epoch: [39] [2980/3251] learning_rate: 0.131151 loss_vfl: 0.821815 loss_bbox: 0.286466 loss_dfl: 0.194762 loss: 1.303072 eta: 4 days, 21:51:08 batch_cost: 2.0990 data_cost: 0.0010 ips: 13.3397 images/s [11/15 05:42:50] ppdet.engine INFO: Epoch: [39] [3000/3251] learning_rate: 0.131132 loss_vfl: 0.815736 loss_bbox: 0.248265 loss_dfl: 0.181721 loss: 1.258347 eta: 4 days, 21:50:22 batch_cost: 2.1001 data_cost: 0.0011 ips: 13.3325 images/s [11/15 05:43:36] ppdet.engine INFO: Epoch: [39] [3020/3251] learning_rate: 0.131114 loss_vfl: 0.811577 loss_bbox: 0.311120 loss_dfl: 0.200815 loss: 1.298090 eta: 4 days, 21:49:40 batch_cost: 2.2030 data_cost: 0.0015 ips: 12.7101 images/s [11/15 05:44:23] ppdet.engine INFO: Epoch: [39] [3040/3251] learning_rate: 0.131096 loss_vfl: 0.830992 loss_bbox: 0.265302 loss_dfl: 0.176608 loss: 1.269242 eta: 4 days, 21:48:57 batch_cost: 2.2053 data_cost: 0.0011 ips: 12.6965 images/s [11/15 05:45:10] ppdet.engine INFO: Epoch: [39] [3060/3251] learning_rate: 0.131077 loss_vfl: 0.844191 loss_bbox: 0.297222 loss_dfl: 0.186472 loss: 1.327597 eta: 4 days, 21:48:13 batch_cost: 2.1508 data_cost: 0.0010 ips: 13.0182 images/s [11/15 05:45:59] ppdet.engine INFO: Epoch: [39] [3080/3251] learning_rate: 0.131059 loss_vfl: 0.796362 loss_bbox: 0.288340 loss_dfl: 0.183848 loss: 1.296926 eta: 4 days, 21:47:33 batch_cost: 2.2659 data_cost: 0.0009 ips: 12.3569 images/s [11/15 05:46:45] ppdet.engine INFO: Epoch: [39] [3100/3251] learning_rate: 0.131040 loss_vfl: 0.841150 loss_bbox: 0.300108 loss_dfl: 0.207385 loss: 1.354092 eta: 4 days, 21:46:48 batch_cost: 2.1299 data_cost: 0.0010 ips: 13.1461 images/s [11/15 05:47:33] ppdet.engine INFO: Epoch: [39] [3120/3251] learning_rate: 0.131022 loss_vfl: 0.802099 loss_bbox: 0.266115 loss_dfl: 0.172409 loss: 1.258685 eta: 4 days, 21:46:09 batch_cost: 2.3164 data_cost: 0.0016 ips: 12.0877 images/s [11/15 05:48:21] ppdet.engine INFO: Epoch: [39] [3140/3251] learning_rate: 0.131004 loss_vfl: 0.831634 loss_bbox: 0.278724 loss_dfl: 0.185954 loss: 1.310574 eta: 4 days, 21:45:27 batch_cost: 2.2235 data_cost: 0.0010 ips: 12.5925 images/s [11/15 05:49:06] ppdet.engine INFO: Epoch: [39] [3160/3251] learning_rate: 0.130985 loss_vfl: 0.837436 loss_bbox: 0.259193 loss_dfl: 0.183227 loss: 1.274005 eta: 4 days, 21:44:41 batch_cost: 2.0905 data_cost: 0.0009 ips: 13.3937 images/s [11/15 05:49:53] ppdet.engine INFO: Epoch: [39] [3180/3251] learning_rate: 0.130967 loss_vfl: 0.835546 loss_bbox: 0.312310 loss_dfl: 0.198700 loss: 1.345365 eta: 4 days, 21:43:58 batch_cost: 2.1881 data_cost: 0.0009 ips: 12.7966 images/s [11/15 05:50:40] ppdet.engine INFO: Epoch: [39] [3200/3251] learning_rate: 0.130949 loss_vfl: 0.831824 loss_bbox: 0.289328 loss_dfl: 0.194266 loss: 1.322244 eta: 4 days, 21:43:16 batch_cost: 2.2216 data_cost: 0.0009 ips: 12.6033 images/s [11/15 05:51:24] ppdet.engine INFO: Epoch: [39] [3220/3251] learning_rate: 0.130930 loss_vfl: 0.819449 loss_bbox: 0.266650 loss_dfl: 0.191938 loss: 1.278359 eta: 4 days, 21:42:30 batch_cost: 2.0926 data_cost: 0.0013 ips: 13.3803 images/s [11/15 05:52:09] ppdet.engine INFO: Epoch: [39] [3240/3251] learning_rate: 0.130912 loss_vfl: 0.817842 loss_bbox: 0.276696 loss_dfl: 0.174876 loss: 1.280064 eta: 4 days, 21:41:45 batch_cost: 2.1112 data_cost: 0.0016 ips: 13.2627 images/s [11/15 05:52:28] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_lcnet_2_5x_640_mainbody [11/15 05:52:28] ppdet.engine INFO: Eval iter: 0 [11/15 05:53:17] ppdet.engine INFO: Eval iter: 100 [11/15 05:53:44] ppdet.engine INFO: Eval iter: 200 [11/15 05:54:10] ppdet.engine INFO: Eval iter: 300 [11/15 05:54:39] ppdet.engine INFO: Eval iter: 400 [11/15 05:55:07] ppdet.engine INFO: Eval iter: 500 [11/15 05:55:34] ppdet.engine INFO: Eval iter: 600 [11/15 05:56:01] ppdet.engine INFO: Eval iter: 700 [11/15 05:56:28] ppdet.engine INFO: Eval iter: 800 [11/15 05:56:54] ppdet.engine INFO: Eval iter: 900 [11/15 05:57:21] ppdet.engine INFO: Eval iter: 1000 [11/15 05:57:46] ppdet.engine INFO: Eval iter: 1100 [11/15 05:58:13] ppdet.engine INFO: Eval iter: 1200 [11/15 05:58:40] ppdet.engine INFO: Eval iter: 1300 [11/15 05:59:07] ppdet.engine INFO: Eval iter: 1400 [11/15 05:59:35] ppdet.engine INFO: Eval iter: 1500 [11/15 06:00:02] ppdet.engine INFO: Eval iter: 1600 [11/15 06:00:29] ppdet.engine INFO: Eval iter: 1700 [11/15 06:00:58] ppdet.engine INFO: Eval iter: 1800 [11/15 06:01:27] ppdet.engine INFO: Eval iter: 1900 [11/15 06:01:54] ppdet.engine INFO: Eval iter: 2000 [11/15 06:02:21] ppdet.engine INFO: Eval iter: 2100 [11/15 06:02:48] ppdet.engine INFO: Eval iter: 2200 [11/15 06:03:16] ppdet.engine INFO: Eval iter: 2300 [11/15 06:04:16] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json. loading annotations into memory... Done (t=1.18s) creating index... index created! [11/15 06:04:17] ppdet.metrics.coco_utils INFO: Start evaluate... Loading and preparing results... DONE (t=17.97s) creating index... index created! Running per image evaluation... Evaluate annotation type *bbox* DONE (t=370.38s). Accumulating evaluation results... DONE (t=29.06s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.399 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.602 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.425 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.209 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.436 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.532 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.082 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.391 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.596 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.351 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.620 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.759 [11/15 06:11:18] ppdet.engine INFO: Total sample number: 19074, averge FPS: 28.342186121936507 [11/15 06:11:18] ppdet.engine INFO: Best test bbox ap is 0.399. [11/15 06:11:18] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_lcnet_2_5x_640_mainbody [11/15 06:11:20] ppdet.engine INFO: Epoch: [40] [ 0/3251] learning_rate: 0.130902 loss_vfl: 0.811497 loss_bbox: 0.268265 loss_dfl: 0.183570 loss: 1.269106 eta: 4 days, 21:41:01 batch_cost: 1.5251 data_cost: 0.0014 ips: 18.3590 images/s [11/15 06:12:07] ppdet.engine INFO: Epoch: [40] [ 20/3251] learning_rate: 0.130883 loss_vfl: 0.826174 loss_bbox: 0.283591 loss_dfl: 0.184444 loss: 1.261460 eta: 4 days, 21:40:18 batch_cost: 2.1874 data_cost: 0.0015 ips: 12.8006 images/s [11/15 06:12:56] ppdet.engine INFO: Epoch: [40] [ 40/3251] learning_rate: 0.130865 loss_vfl: 0.806372 loss_bbox: 0.290710 loss_dfl: 0.182332 loss: 1.276735 eta: 4 days, 21:39:40 batch_cost: 2.3452 data_cost: 0.0010 ips: 11.9395 images/s [11/15 06:13:43] ppdet.engine INFO: Epoch: [40] [ 60/3251] learning_rate: 0.130847 loss_vfl: 0.823027 loss_bbox: 0.301602 loss_dfl: 0.186095 loss: 1.332999 eta: 4 days, 21:38:58 batch_cost: 2.2045 data_cost: 0.0011 ips: 12.7013 images/s [11/15 06:14:29] ppdet.engine INFO: Epoch: [40] [ 80/3251] learning_rate: 0.130828 loss_vfl: 0.808516 loss_bbox: 0.285835 loss_dfl: 0.196868 loss: 1.286664 eta: 4 days, 21:38:14 batch_cost: 2.1662 data_cost: 0.0010 ips: 12.9259 images/s [11/15 06:15:16] ppdet.engine INFO: Epoch: [40] [ 100/3251] learning_rate: 0.130810 loss_vfl: 0.813713 loss_bbox: 0.277111 loss_dfl: 0.180265 loss: 1.252659 eta: 4 days, 21:37:32 batch_cost: 2.2219 data_cost: 0.0009 ips: 12.6020 images/s [11/15 06:16:02] ppdet.engine INFO: Epoch: [40] [ 120/3251] learning_rate: 0.130791 loss_vfl: 0.827900 loss_bbox: 0.280846 loss_dfl: 0.192796 loss: 1.314772 eta: 4 days, 21:36:49 batch_cost: 2.1766 data_cost: 0.0011 ips: 12.8639 images/s [11/15 06:16:49] ppdet.engine INFO: Epoch: [40] [ 140/3251] learning_rate: 0.130773 loss_vfl: 0.819084 loss_bbox: 0.280397 loss_dfl: 0.176138 loss: 1.267893 eta: 4 days, 21:36:06 batch_cost: 2.1931 data_cost: 0.0009 ips: 12.7672 images/s [11/15 06:17:36] ppdet.engine INFO: Epoch: [40] [ 160/3251] learning_rate: 0.130755 loss_vfl: 0.815557 loss_bbox: 0.312140 loss_dfl: 0.209706 loss: 1.365726 eta: 4 days, 21:35:23 batch_cost: 2.2064 data_cost: 0.0014 ips: 12.6906 images/s [11/15 06:18:24] ppdet.engine INFO: Epoch: [40] [ 180/3251] learning_rate: 0.130736 loss_vfl: 0.814388 loss_bbox: 0.299978 loss_dfl: 0.200231 loss: 1.348516 eta: 4 days, 21:34:42 batch_cost: 2.2295 data_cost: 0.0011 ips: 12.5588 images/s [11/15 06:19:09] ppdet.engine INFO: Epoch: [40] [ 200/3251] learning_rate: 0.130718 loss_vfl: 0.823023 loss_bbox: 0.286778 loss_dfl: 0.189006 loss: 1.292795 eta: 4 days, 21:33:58 batch_cost: 2.1768 data_cost: 0.0010 ips: 12.8627 images/s [11/15 06:19:55] ppdet.engine INFO: Epoch: [40] [ 220/3251] learning_rate: 0.130699 loss_vfl: 0.808733 loss_bbox: 0.281887 loss_dfl: 0.188765 loss: 1.313270 eta: 4 days, 21:33:13 batch_cost: 2.0922 data_cost: 0.0011 ips: 13.3832 images/s [11/15 06:20:41] ppdet.engine INFO: Epoch: [40] [ 240/3251] learning_rate: 0.130681 loss_vfl: 0.789843 loss_bbox: 0.291759 loss_dfl: 0.190099 loss: 1.288209 eta: 4 days, 21:32:29 batch_cost: 2.1566 data_cost: 0.0013 ips: 12.9837 images/s [11/15 06:21:27] ppdet.engine INFO: Epoch: [40] [ 260/3251] learning_rate: 0.130663 loss_vfl: 0.824084 loss_bbox: 0.268561 loss_dfl: 0.175648 loss: 1.272608 eta: 4 days, 21:31:43 batch_cost: 2.1002 data_cost: 0.0009 ips: 13.3318 images/s [11/15 06:22:11] ppdet.engine INFO: Epoch: [40] [ 280/3251] learning_rate: 0.130644 loss_vfl: 0.815668 loss_bbox: 0.273084 loss_dfl: 0.189563 loss: 1.271012 eta: 4 days, 21:30:56 batch_cost: 2.0648 data_cost: 0.0010 ips: 13.5604 images/s [11/15 06:22:58] ppdet.engine INFO: Epoch: [40] [ 300/3251] learning_rate: 0.130626 loss_vfl: 0.824902 loss_bbox: 0.302603 loss_dfl: 0.197678 loss: 1.320506 eta: 4 days, 21:30:15 batch_cost: 2.2305 data_cost: 0.0009 ips: 12.5532 images/s [11/15 06:23:46] ppdet.engine INFO: Epoch: [40] [ 320/3251] learning_rate: 0.130607 loss_vfl: 0.829830 loss_bbox: 0.262346 loss_dfl: 0.185661 loss: 1.284018 eta: 4 days, 21:29:34 batch_cost: 2.2609 data_cost: 0.0012 ips: 12.3842 images/s [11/15 06:24:33] ppdet.engine INFO: Epoch: [40] [ 340/3251] learning_rate: 0.130589 loss_vfl: 0.796520 loss_bbox: 0.304148 loss_dfl: 0.200728 loss: 1.279011 eta: 4 days, 21:28:54 batch_cost: 2.2951 data_cost: 0.0009 ips: 12.1998 images/s [11/15 06:25:19] ppdet.engine INFO: Epoch: [40] [ 360/3251] learning_rate: 0.130571 loss_vfl: 0.833241 loss_bbox: 0.254351 loss_dfl: 0.160981 loss: 1.261521 eta: 4 days, 21:28:10 batch_cost: 2.1466 data_cost: 0.0009 ips: 13.0440 images/s [11/15 06:26:05] ppdet.engine INFO: Epoch: [40] [ 380/3251] learning_rate: 0.130552 loss_vfl: 0.817174 loss_bbox: 0.284656 loss_dfl: 0.181216 loss: 1.291075 eta: 4 days, 21:27:28 batch_cost: 2.2145 data_cost: 0.0010 ips: 12.6439 images/s [11/15 06:26:52] ppdet.engine INFO: Epoch: [40] [ 400/3251] learning_rate: 0.130534 loss_vfl: 0.810125 loss_bbox: 0.270832 loss_dfl: 0.178423 loss: 1.282173 eta: 4 days, 21:26:47 batch_cost: 2.2535 data_cost: 0.0010 ips: 12.4253 images/s [11/15 06:27:38] ppdet.engine INFO: Epoch: [40] [ 420/3251] learning_rate: 0.130515 loss_vfl: 0.808907 loss_bbox: 0.301220 loss_dfl: 0.210242 loss: 1.271512 eta: 4 days, 21:26:03 batch_cost: 2.1430 data_cost: 0.0009 ips: 13.0659 images/s [11/15 06:28:24] ppdet.engine INFO: Epoch: [40] [ 440/3251] learning_rate: 0.130497 loss_vfl: 0.815154 loss_bbox: 0.267094 loss_dfl: 0.185505 loss: 1.274715 eta: 4 days, 21:25:19 batch_cost: 2.1617 data_cost: 0.0011 ips: 12.9526 images/s [11/15 06:29:09] ppdet.engine INFO: Epoch: [40] [ 460/3251] learning_rate: 0.130479 loss_vfl: 0.821294 loss_bbox: 0.305634 loss_dfl: 0.205668 loss: 1.324176 eta: 4 days, 21:24:34 batch_cost: 2.1331 data_cost: 0.0010 ips: 13.1262 images/s [11/15 06:29:57] ppdet.engine INFO: Epoch: [40] [ 480/3251] learning_rate: 0.130460 loss_vfl: 0.833842 loss_bbox: 0.256950 loss_dfl: 0.171219 loss: 1.261816 eta: 4 days, 21:23:54 batch_cost: 2.2685 data_cost: 0.0009 ips: 12.3427 images/s [11/15 06:30:46] ppdet.engine INFO: Epoch: [40] [ 500/3251] learning_rate: 0.130442 loss_vfl: 0.843641 loss_bbox: 0.310320 loss_dfl: 0.184114 loss: 1.322464 eta: 4 days, 21:23:15 batch_cost: 2.3435 data_cost: 0.0011 ips: 11.9481 images/s [11/15 06:31:33] ppdet.engine INFO: Epoch: [40] [ 520/3251] learning_rate: 0.130423 loss_vfl: 0.810374 loss_bbox: 0.256960 loss_dfl: 0.170048 loss: 1.254403 eta: 4 days, 21:22:33 batch_cost: 2.2079 data_cost: 0.0010 ips: 12.6818 images/s [11/15 06:32:22] ppdet.engine INFO: Epoch: [40] [ 540/3251] learning_rate: 0.130405 loss_vfl: 0.844793 loss_bbox: 0.274591 loss_dfl: 0.177643 loss: 1.294641 eta: 4 days, 21:21:54 batch_cost: 2.3329 data_cost: 0.0010 ips: 12.0020 images/s [11/15 06:33:08] ppdet.engine INFO: Epoch: [40] [ 560/3251] learning_rate: 0.130387 loss_vfl: 0.823022 loss_bbox: 0.258173 loss_dfl: 0.176197 loss: 1.255336 eta: 4 days, 21:21:11 batch_cost: 2.1675 data_cost: 0.0012 ips: 12.9183 images/s [11/15 06:33:54] ppdet.engine INFO: Epoch: [40] [ 580/3251] learning_rate: 0.130368 loss_vfl: 0.786686 loss_bbox: 0.294220 loss_dfl: 0.193133 loss: 1.272148 eta: 4 days, 21:20:27 batch_cost: 2.1760 data_cost: 0.0011 ips: 12.8678 images/s [11/15 06:34:41] ppdet.engine INFO: Epoch: [40] [ 600/3251] learning_rate: 0.130350 loss_vfl: 0.827341 loss_bbox: 0.323554 loss_dfl: 0.202672 loss: 1.368053 eta: 4 days, 21:19:45 batch_cost: 2.2053 data_cost: 0.0011 ips: 12.6969 images/s [11/15 06:35:28] ppdet.engine INFO: Epoch: [40] [ 620/3251] learning_rate: 0.130331 loss_vfl: 0.822981 loss_bbox: 0.286767 loss_dfl: 0.182347 loss: 1.279136 eta: 4 days, 21:19:01 batch_cost: 2.1666 data_cost: 0.0010 ips: 12.9237 images/s [11/15 06:36:13] ppdet.engine INFO: Epoch: [40] [ 640/3251] learning_rate: 0.130313 loss_vfl: 0.807083 loss_bbox: 0.305894 loss_dfl: 0.205729 loss: 1.313719 eta: 4 days, 21:18:16 batch_cost: 2.1041 data_cost: 0.0013 ips: 13.3073 images/s [11/15 06:37:01] ppdet.engine INFO: Epoch: [40] [ 660/3251] learning_rate: 0.130295 loss_vfl: 0.830807 loss_bbox: 0.288978 loss_dfl: 0.195215 loss: 1.338239 eta: 4 days, 21:17:36 batch_cost: 2.2848 data_cost: 0.0011 ips: 12.2547 images/s [11/15 06:37:45] ppdet.engine INFO: Epoch: [40] [ 680/3251] learning_rate: 0.130276 loss_vfl: 0.820639 loss_bbox: 0.287771 loss_dfl: 0.176928 loss: 1.261113 eta: 4 days, 21:16:50 batch_cost: 2.0936 data_cost: 0.0010 ips: 13.3739 images/s [11/15 06:38:32] ppdet.engine INFO: Epoch: [40] [ 700/3251] learning_rate: 0.130258 loss_vfl: 0.819879 loss_bbox: 0.264169 loss_dfl: 0.174350 loss: 1.249709 eta: 4 days, 21:16:06 batch_cost: 2.1513 data_cost: 0.0010 ips: 13.0151 images/s [11/15 06:39:19] ppdet.engine INFO: Epoch: [40] [ 720/3251] learning_rate: 0.130239 loss_vfl: 0.802266 loss_bbox: 0.289260 loss_dfl: 0.193542 loss: 1.319015 eta: 4 days, 21:15:23 batch_cost: 2.1894 data_cost: 0.0011 ips: 12.7889 images/s [11/15 06:40:05] ppdet.engine INFO: Epoch: [40] [ 740/3251] learning_rate: 0.130221 loss_vfl: 0.824802 loss_bbox: 0.293343 loss_dfl: 0.192732 loss: 1.294668 eta: 4 days, 21:14:40 batch_cost: 2.1917 data_cost: 0.0012 ips: 12.7757 images/s [11/15 06:40:52] ppdet.engine INFO: Epoch: [40] [ 760/3251] learning_rate: 0.130202 loss_vfl: 0.811441 loss_bbox: 0.282469 loss_dfl: 0.177797 loss: 1.247260 eta: 4 days, 21:13:59 batch_cost: 2.2359 data_cost: 0.0011 ips: 12.5230 images/s [11/15 06:41:39] ppdet.engine INFO: Epoch: [40] [ 780/3251] learning_rate: 0.130184 loss_vfl: 0.835620 loss_bbox: 0.301593 loss_dfl: 0.194113 loss: 1.345653 eta: 4 days, 21:13:16 batch_cost: 2.1900 data_cost: 0.0010 ips: 12.7857 images/s [11/15 06:42:25] ppdet.engine INFO: Epoch: [40] [ 800/3251] learning_rate: 0.130166 loss_vfl: 0.818305 loss_bbox: 0.292162 loss_dfl: 0.191832 loss: 1.289730 eta: 4 days, 21:12:33 batch_cost: 2.2053 data_cost: 0.0010 ips: 12.6969 images/s [11/15 06:43:13] ppdet.engine INFO: Epoch: [40] [ 820/3251] learning_rate: 0.130147 loss_vfl: 0.841924 loss_bbox: 0.296383 loss_dfl: 0.196527 loss: 1.313736 eta: 4 days, 21:11:50 batch_cost: 2.1708 data_cost: 0.0014 ips: 12.8985 images/s [11/15 06:43:59] ppdet.engine INFO: Epoch: [40] [ 840/3251] learning_rate: 0.130129 loss_vfl: 0.830778 loss_bbox: 0.275763 loss_dfl: 0.174091 loss: 1.293094 eta: 4 days, 21:11:07 batch_cost: 2.1882 data_cost: 0.0011 ips: 12.7959 images/s [11/15 06:44:47] ppdet.engine INFO: Epoch: [40] [ 860/3251] learning_rate: 0.130110 loss_vfl: 0.851598 loss_bbox: 0.263200 loss_dfl: 0.171690 loss: 1.280611 eta: 4 days, 21:10:27 batch_cost: 2.2930 data_cost: 0.0015 ips: 12.2110 images/s [11/15 06:45:34] ppdet.engine INFO: Epoch: [40] [ 880/3251] learning_rate: 0.130092 loss_vfl: 0.848382 loss_bbox: 0.298384 loss_dfl: 0.187738 loss: 1.328568 eta: 4 days, 21:09:46 batch_cost: 2.2653 data_cost: 0.0010 ips: 12.3601 images/s [11/15 06:46:18] ppdet.engine INFO: Epoch: [40] [ 900/3251] learning_rate: 0.130073 loss_vfl: 0.826395 loss_bbox: 0.304573 loss_dfl: 0.202602 loss: 1.342872 eta: 4 days, 21:09:01 batch_cost: 2.1073 data_cost: 0.0010 ips: 13.2869 images/s [11/15 06:47:05] ppdet.engine INFO: Epoch: [40] [ 920/3251] learning_rate: 0.130055 loss_vfl: 0.813034 loss_bbox: 0.257520 loss_dfl: 0.178185 loss: 1.243665 eta: 4 days, 21:08:19 batch_cost: 2.2209 data_cost: 0.0009 ips: 12.6073 images/s [11/15 06:47:52] ppdet.engine INFO: Epoch: [40] [ 940/3251] learning_rate: 0.130037 loss_vfl: 0.812261 loss_bbox: 0.294737 loss_dfl: 0.190914 loss: 1.295904 eta: 4 days, 21:07:37 batch_cost: 2.2137 data_cost: 0.0009 ips: 12.6487 images/s [11/15 06:48:38] ppdet.engine INFO: Epoch: [40] [ 960/3251] learning_rate: 0.130018 loss_vfl: 0.828130 loss_bbox: 0.285104 loss_dfl: 0.184542 loss: 1.296236 eta: 4 days, 21:06:51 batch_cost: 2.1093 data_cost: 0.0011 ips: 13.2744 images/s [11/15 06:49:24] ppdet.engine INFO: Epoch: [40] [ 980/3251] learning_rate: 0.130000 loss_vfl: 0.819284 loss_bbox: 0.280853 loss_dfl: 0.183138 loss: 1.292224 eta: 4 days, 21:06:09 batch_cost: 2.2246 data_cost: 0.0010 ips: 12.5863 images/s [11/15 06:50:09] ppdet.engine INFO: Epoch: [40] [1000/3251] learning_rate: 0.129981 loss_vfl: 0.807613 loss_bbox: 0.271580 loss_dfl: 0.178267 loss: 1.246460 eta: 4 days, 21:05:20 batch_cost: 1.9560 data_cost: 0.0009 ips: 14.3148 images/s [11/15 06:50:55] ppdet.engine INFO: Epoch: [40] [1020/3251] learning_rate: 0.129963 loss_vfl: 0.827768 loss_bbox: 0.262391 loss_dfl: 0.177015 loss: 1.248848 eta: 4 days, 21:04:37 batch_cost: 2.1915 data_cost: 0.0013 ips: 12.7766 images/s [11/15 06:51:41] ppdet.engine INFO: Epoch: [40] [1040/3251] learning_rate: 0.129944 loss_vfl: 0.802472 loss_bbox: 0.281273 loss_dfl: 0.191547 loss: 1.307863 eta: 4 days, 21:03:54 batch_cost: 2.1859 data_cost: 0.0010 ips: 12.8091 images/s [11/15 06:52:26] ppdet.engine INFO: Epoch: [40] [1060/3251] learning_rate: 0.129926 loss_vfl: 0.819371 loss_bbox: 0.273222 loss_dfl: 0.181162 loss: 1.306726 eta: 4 days, 21:03:09 batch_cost: 2.1240 data_cost: 0.0010 ips: 13.1826 images/s [11/15 06:53:14] ppdet.engine INFO: Epoch: [40] [1080/3251] learning_rate: 0.129907 loss_vfl: 0.829240 loss_bbox: 0.254585 loss_dfl: 0.167141 loss: 1.251028 eta: 4 days, 21:02:27 batch_cost: 2.2282 data_cost: 0.0009 ips: 12.5660 images/s [11/15 06:53:59] ppdet.engine INFO: Epoch: [40] [1100/3251] learning_rate: 0.129889 loss_vfl: 0.816328 loss_bbox: 0.293021 loss_dfl: 0.194785 loss: 1.322300 eta: 4 days, 21:01:42 batch_cost: 2.1254 data_cost: 0.0016 ips: 13.1738 images/s [11/15 06:54:45] ppdet.engine INFO: Epoch: [40] [1120/3251] learning_rate: 0.129871 loss_vfl: 0.802767 loss_bbox: 0.284041 loss_dfl: 0.183880 loss: 1.286132 eta: 4 days, 21:00:59 batch_cost: 2.1783 data_cost: 0.0010 ips: 12.8543 images/s [11/15 06:55:32] ppdet.engine INFO: Epoch: [40] [1140/3251] learning_rate: 0.129852 loss_vfl: 0.818740 loss_bbox: 0.310525 loss_dfl: 0.189333 loss: 1.303682 eta: 4 days, 21:00:17 batch_cost: 2.2293 data_cost: 0.0009 ips: 12.5598 images/s [11/15 06:56:19] ppdet.engine INFO: Epoch: [40] [1160/3251] learning_rate: 0.129834 loss_vfl: 0.811750 loss_bbox: 0.266168 loss_dfl: 0.183129 loss: 1.248405 eta: 4 days, 20:59:36 batch_cost: 2.2396 data_cost: 0.0010 ips: 12.5025 images/s [11/15 06:57:04] ppdet.engine INFO: Epoch: [40] [1180/3251] learning_rate: 0.129815 loss_vfl: 0.815453 loss_bbox: 0.273384 loss_dfl: 0.176718 loss: 1.281854 eta: 4 days, 20:58:50 batch_cost: 2.0796 data_cost: 0.0011 ips: 13.4638 images/s [11/15 06:57:53] ppdet.engine INFO: Epoch: [40] [1200/3251] learning_rate: 0.129797 loss_vfl: 0.824716 loss_bbox: 0.290918 loss_dfl: 0.193240 loss: 1.330293 eta: 4 days, 20:58:11 batch_cost: 2.3352 data_cost: 0.0014 ips: 11.9902 images/s [11/15 06:58:39] ppdet.engine INFO: Epoch: [40] [1220/3251] learning_rate: 0.129778 loss_vfl: 0.831907 loss_bbox: 0.282491 loss_dfl: 0.182995 loss: 1.287515 eta: 4 days, 20:57:29 batch_cost: 2.2250 data_cost: 0.0010 ips: 12.5841 images/s [11/15 06:59:25] ppdet.engine INFO: Epoch: [40] [1240/3251] learning_rate: 0.129760 loss_vfl: 0.817118 loss_bbox: 0.291534 loss_dfl: 0.200853 loss: 1.342875 eta: 4 days, 20:56:46 batch_cost: 2.1849 data_cost: 0.0010 ips: 12.8150 images/s [11/15 07:00:12] ppdet.engine INFO: Epoch: [40] [1260/3251] learning_rate: 0.129741 loss_vfl: 0.823175 loss_bbox: 0.336712 loss_dfl: 0.207845 loss: 1.353738 eta: 4 days, 20:56:03 batch_cost: 2.1784 data_cost: 0.0010 ips: 12.8537 images/s [11/15 07:01:00] ppdet.engine INFO: Epoch: [40] [1280/3251] learning_rate: 0.129723 loss_vfl: 0.829966 loss_bbox: 0.268634 loss_dfl: 0.174927 loss: 1.253163 eta: 4 days, 20:55:23 batch_cost: 2.2854 data_cost: 0.0010 ips: 12.2517 images/s [11/15 07:01:44] ppdet.engine INFO: Epoch: [40] [1300/3251] learning_rate: 0.129705 loss_vfl: 0.814557 loss_bbox: 0.278573 loss_dfl: 0.185279 loss: 1.288378 eta: 4 days, 20:54:37 batch_cost: 2.1053 data_cost: 0.0010 ips: 13.2996 images/s [11/15 07:02:29] ppdet.engine INFO: Epoch: [40] [1320/3251] learning_rate: 0.129686 loss_vfl: 0.827647 loss_bbox: 0.300945 loss_dfl: 0.184898 loss: 1.293845 eta: 4 days, 20:53:54 batch_cost: 2.1608 data_cost: 0.0010 ips: 12.9584 images/s [11/15 07:03:17] ppdet.engine INFO: Epoch: [40] [1340/3251] learning_rate: 0.129668 loss_vfl: 0.812160 loss_bbox: 0.275960 loss_dfl: 0.179221 loss: 1.283723 eta: 4 days, 20:53:10 batch_cost: 2.1703 data_cost: 0.0015 ips: 12.9014 images/s [11/15 07:04:03] ppdet.engine INFO: Epoch: [40] [1360/3251] learning_rate: 0.129649 loss_vfl: 0.836143 loss_bbox: 0.284070 loss_dfl: 0.184235 loss: 1.313227 eta: 4 days, 20:52:29 batch_cost: 2.2376 data_cost: 0.0010 ips: 12.5135 images/s [11/15 07:04:50] ppdet.engine INFO: Epoch: [40] [1380/3251] learning_rate: 0.129631 loss_vfl: 0.812116 loss_bbox: 0.290899 loss_dfl: 0.188941 loss: 1.312293 eta: 4 days, 20:51:47 batch_cost: 2.2237 data_cost: 0.0011 ips: 12.5918 images/s [11/15 07:05:35] ppdet.engine INFO: Epoch: [40] [1400/3251] learning_rate: 0.129612 loss_vfl: 0.818059 loss_bbox: 0.283535 loss_dfl: 0.181293 loss: 1.276129 eta: 4 days, 20:51:02 batch_cost: 2.1260 data_cost: 0.0011 ips: 13.1704 images/s [11/15 07:06:21] ppdet.engine INFO: Epoch: [40] [1420/3251] learning_rate: 0.129594 loss_vfl: 0.821541 loss_bbox: 0.340116 loss_dfl: 0.207583 loss: 1.345939 eta: 4 days, 20:50:17 batch_cost: 2.1412 data_cost: 0.0009 ips: 13.0770 images/s [11/15 07:07:07] ppdet.engine INFO: Epoch: [40] [1440/3251] learning_rate: 0.129575 loss_vfl: 0.835820 loss_bbox: 0.266517 loss_dfl: 0.179260 loss: 1.277750 eta: 4 days, 20:49:34 batch_cost: 2.1764 data_cost: 0.0011 ips: 12.8651 images/s [11/15 07:07:54] ppdet.engine INFO: Epoch: [40] [1460/3251] learning_rate: 0.129557 loss_vfl: 0.806710 loss_bbox: 0.276891 loss_dfl: 0.189122 loss: 1.312178 eta: 4 days, 20:48:53 batch_cost: 2.2457 data_cost: 0.0009 ips: 12.4681 images/s [11/15 07:08:39] ppdet.engine INFO: Epoch: [40] [1480/3251] learning_rate: 0.129538 loss_vfl: 0.792738 loss_bbox: 0.316449 loss_dfl: 0.197915 loss: 1.358904 eta: 4 days, 20:48:09 batch_cost: 2.1751 data_cost: 0.0009 ips: 12.8727 images/s [11/15 07:09:26] ppdet.engine INFO: Epoch: [40] [1500/3251] learning_rate: 0.129520 loss_vfl: 0.839295 loss_bbox: 0.285644 loss_dfl: 0.188689 loss: 1.288793 eta: 4 days, 20:47:26 batch_cost: 2.1860 data_cost: 0.0010 ips: 12.8086 images/s [11/15 07:10:14] ppdet.engine INFO: Epoch: [40] [1520/3251] learning_rate: 0.129501 loss_vfl: 0.833839 loss_bbox: 0.249354 loss_dfl: 0.160245 loss: 1.244042 eta: 4 days, 20:46:45 batch_cost: 2.2316 data_cost: 0.0011 ips: 12.5469 images/s [11/15 07:11:01] ppdet.engine INFO: Epoch: [40] [1540/3251] learning_rate: 0.129483 loss_vfl: 0.792088 loss_bbox: 0.268906 loss_dfl: 0.169801 loss: 1.258029 eta: 4 days, 20:46:05 batch_cost: 2.2966 data_cost: 0.0013 ips: 12.1919 images/s [11/15 07:11:47] ppdet.engine INFO: Epoch: [40] [1560/3251] learning_rate: 0.129465 loss_vfl: 0.818679 loss_bbox: 0.275281 loss_dfl: 0.190589 loss: 1.263550 eta: 4 days, 20:45:21 batch_cost: 2.1657 data_cost: 0.0012 ips: 12.9290 images/s [11/15 07:12:34] ppdet.engine INFO: Epoch: [40] [1580/3251] learning_rate: 0.129446 loss_vfl: 0.843288 loss_bbox: 0.278017 loss_dfl: 0.184596 loss: 1.306855 eta: 4 days, 20:44:39 batch_cost: 2.2049 data_cost: 0.0009 ips: 12.6991 images/s [11/15 07:13:19] ppdet.engine INFO: Epoch: [40] [1600/3251] learning_rate: 0.129428 loss_vfl: 0.821504 loss_bbox: 0.275234 loss_dfl: 0.193706 loss: 1.307650 eta: 4 days, 20:43:55 batch_cost: 2.1533 data_cost: 0.0011 ips: 13.0035 images/s [11/15 07:14:06] ppdet.engine INFO: Epoch: [40] [1620/3251] learning_rate: 0.129409 loss_vfl: 0.834387 loss_bbox: 0.284481 loss_dfl: 0.188419 loss: 1.327204 eta: 4 days, 20:43:09 batch_cost: 2.0812 data_cost: 0.0010 ips: 13.4537 images/s [11/15 07:14:52] ppdet.engine INFO: Epoch: [40] [1640/3251] learning_rate: 0.129391 loss_vfl: 0.840656 loss_bbox: 0.288699 loss_dfl: 0.175605 loss: 1.274754 eta: 4 days, 20:42:26 batch_cost: 2.1928 data_cost: 0.0010 ips: 12.7692 images/s [11/15 07:15:38] ppdet.engine INFO: Epoch: [40] [1660/3251] learning_rate: 0.129372 loss_vfl: 0.837346 loss_bbox: 0.284378 loss_dfl: 0.186733 loss: 1.333217 eta: 4 days, 20:41:44 batch_cost: 2.2106 data_cost: 0.0011 ips: 12.6664 images/s [11/15 07:16:23] ppdet.engine INFO: Epoch: [40] [1680/3251] learning_rate: 0.129354 loss_vfl: 0.825969 loss_bbox: 0.291374 loss_dfl: 0.188187 loss: 1.314984 eta: 4 days, 20:40:56 batch_cost: 2.0315 data_cost: 0.0135 ips: 13.7826 images/s [11/15 07:17:10] ppdet.engine INFO: Epoch: [40] [1700/3251] learning_rate: 0.129335 loss_vfl: 0.821441 loss_bbox: 0.285569 loss_dfl: 0.195900 loss: 1.305371 eta: 4 days, 20:40:15 batch_cost: 2.2554 data_cost: 0.0009 ips: 12.4148 images/s [11/15 07:17:56] ppdet.engine INFO: Epoch: [40] [1720/3251] learning_rate: 0.129317 loss_vfl: 0.799408 loss_bbox: 0.298600 loss_dfl: 0.190067 loss: 1.299428 eta: 4 days, 20:39:31 batch_cost: 2.1692 data_cost: 0.0009 ips: 12.9080 images/s [11/15 07:18:42] ppdet.engine INFO: Epoch: [40] [1740/3251] learning_rate: 0.129298 loss_vfl: 0.794253 loss_bbox: 0.312046 loss_dfl: 0.199960 loss: 1.302222 eta: 4 days, 20:38:48 batch_cost: 2.1833 data_cost: 0.0010 ips: 12.8244 images/s [11/15 07:19:28] ppdet.engine INFO: Epoch: [40] [1760/3251] learning_rate: 0.129280 loss_vfl: 0.814284 loss_bbox: 0.304332 loss_dfl: 0.205492 loss: 1.304168 eta: 4 days, 20:38:02 batch_cost: 2.0750 data_cost: 0.0010 ips: 13.4942 images/s [11/15 07:20:13] ppdet.engine INFO: Epoch: [40] [1780/3251] learning_rate: 0.129261 loss_vfl: 0.827033 loss_bbox: 0.292185 loss_dfl: 0.178798 loss: 1.298349 eta: 4 days, 20:37:18 batch_cost: 2.1552 data_cost: 0.0010 ips: 12.9916 images/s [11/15 07:20:59] ppdet.engine INFO: Epoch: [40] [1800/3251] learning_rate: 0.129243 loss_vfl: 0.799189 loss_bbox: 0.288654 loss_dfl: 0.195007 loss: 1.313362 eta: 4 days, 20:36:33 batch_cost: 2.1048 data_cost: 0.0011 ips: 13.3026 images/s [11/15 07:21:44] ppdet.engine INFO: Epoch: [40] [1820/3251] learning_rate: 0.129224 loss_vfl: 0.837124 loss_bbox: 0.285510 loss_dfl: 0.188031 loss: 1.318838 eta: 4 days, 20:35:48 batch_cost: 2.1227 data_cost: 0.0017 ips: 13.1910 images/s [11/15 07:22:31] ppdet.engine INFO: Epoch: [40] [1840/3251] learning_rate: 0.129206 loss_vfl: 0.805795 loss_bbox: 0.261777 loss_dfl: 0.178646 loss: 1.270569 eta: 4 days, 20:35:04 batch_cost: 2.1753 data_cost: 0.0010 ips: 12.8720 images/s [11/15 07:23:18] ppdet.engine INFO: Epoch: [40] [1860/3251] learning_rate: 0.129187 loss_vfl: 0.817994 loss_bbox: 0.316846 loss_dfl: 0.196828 loss: 1.329785 eta: 4 days, 20:34:23 batch_cost: 2.2478 data_cost: 0.0010 ips: 12.4567 images/s [11/15 07:24:03] ppdet.engine INFO: Epoch: [40] [1880/3251] learning_rate: 0.129169 loss_vfl: 0.840787 loss_bbox: 0.296426 loss_dfl: 0.183853 loss: 1.289394 eta: 4 days, 20:33:39 batch_cost: 2.1483 data_cost: 0.0019 ips: 13.0339 images/s [11/15 07:24:50] ppdet.engine INFO: Epoch: [40] [1900/3251] learning_rate: 0.129150 loss_vfl: 0.835198 loss_bbox: 0.257531 loss_dfl: 0.181859 loss: 1.281821 eta: 4 days, 20:32:58 batch_cost: 2.2539 data_cost: 0.0009 ips: 12.4229 images/s [11/15 07:25:35] ppdet.engine INFO: Epoch: [40] [1920/3251] learning_rate: 0.129132 loss_vfl: 0.823665 loss_bbox: 0.327582 loss_dfl: 0.207362 loss: 1.364132 eta: 4 days, 20:32:14 batch_cost: 2.1455 data_cost: 0.0010 ips: 13.0507 images/s [11/15 07:26:21] ppdet.engine INFO: Epoch: [40] [1940/3251] learning_rate: 0.129113 loss_vfl: 0.789841 loss_bbox: 0.297146 loss_dfl: 0.201883 loss: 1.266219 eta: 4 days, 20:31:32 batch_cost: 2.2216 data_cost: 0.0014 ips: 12.6035 images/s [11/15 07:27:07] ppdet.engine INFO: Epoch: [40] [1960/3251] learning_rate: 0.129095 loss_vfl: 0.832627 loss_bbox: 0.308310 loss_dfl: 0.203624 loss: 1.333569 eta: 4 days, 20:30:48 batch_cost: 2.1625 data_cost: 0.0012 ips: 12.9482 images/s [11/15 07:27:53] ppdet.engine INFO: Epoch: [40] [1980/3251] learning_rate: 0.129076 loss_vfl: 0.819422 loss_bbox: 0.274451 loss_dfl: 0.186341 loss: 1.321773 eta: 4 days, 20:30:05 batch_cost: 2.1733 data_cost: 0.0020 ips: 12.8836 images/s [11/15 07:28:41] ppdet.engine INFO: Epoch: [40] [2000/3251] learning_rate: 0.129058 loss_vfl: 0.837562 loss_bbox: 0.286484 loss_dfl: 0.199306 loss: 1.327543 eta: 4 days, 20:29:22 batch_cost: 2.2036 data_cost: 0.0009 ips: 12.7063 images/s [11/15 07:29:27] ppdet.engine INFO: Epoch: [40] [2020/3251] learning_rate: 0.129039 loss_vfl: 0.792772 loss_bbox: 0.275199 loss_dfl: 0.178531 loss: 1.263142 eta: 4 days, 20:28:36 batch_cost: 2.0827 data_cost: 0.0010 ips: 13.4439 images/s [11/15 07:30:13] ppdet.engine INFO: Epoch: [40] [2040/3251] learning_rate: 0.129021 loss_vfl: 0.828599 loss_bbox: 0.260530 loss_dfl: 0.175878 loss: 1.262928 eta: 4 days, 20:27:54 batch_cost: 2.2156 data_cost: 0.0010 ips: 12.6378 images/s [11/15 07:31:00] ppdet.engine INFO: Epoch: [40] [2060/3251] learning_rate: 0.129002 loss_vfl: 0.815996 loss_bbox: 0.307268 loss_dfl: 0.184432 loss: 1.315199 eta: 4 days, 20:27:11 batch_cost: 2.2078 data_cost: 0.0011 ips: 12.6825 images/s [11/15 07:31:48] ppdet.engine INFO: Epoch: [40] [2080/3251] learning_rate: 0.128984 loss_vfl: 0.817971 loss_bbox: 0.273075 loss_dfl: 0.187181 loss: 1.289386 eta: 4 days, 20:26:31 batch_cost: 2.2667 data_cost: 0.0152 ips: 12.3525 images/s [11/15 07:32:34] ppdet.engine INFO: Epoch: [40] [2100/3251] learning_rate: 0.128965 loss_vfl: 0.828574 loss_bbox: 0.296904 loss_dfl: 0.201297 loss: 1.346836 eta: 4 days, 20:25:48 batch_cost: 2.2094 data_cost: 0.0009 ips: 12.6733 images/s [11/15 07:33:22] ppdet.engine INFO: Epoch: [40] [2120/3251] learning_rate: 0.128947 loss_vfl: 0.811493 loss_bbox: 0.285227 loss_dfl: 0.190928 loss: 1.305586 eta: 4 days, 20:25:07 batch_cost: 2.2283 data_cost: 0.0014 ips: 12.5656 images/s [11/15 07:34:08] ppdet.engine INFO: Epoch: [40] [2140/3251] learning_rate: 0.128928 loss_vfl: 0.812899 loss_bbox: 0.296347 loss_dfl: 0.187916 loss: 1.290348 eta: 4 days, 20:24:22 batch_cost: 2.1382 data_cost: 0.0010 ips: 13.0948 images/s [11/15 07:34:54] ppdet.engine INFO: Epoch: [40] [2160/3251] learning_rate: 0.128910 loss_vfl: 0.810238 loss_bbox: 0.273095 loss_dfl: 0.188889 loss: 1.268820 eta: 4 days, 20:23:39 batch_cost: 2.1854 data_cost: 0.0010 ips: 12.8124 images/s [11/15 07:35:39] ppdet.engine INFO: Epoch: [40] [2180/3251] learning_rate: 0.128891 loss_vfl: 0.819652 loss_bbox: 0.272520 loss_dfl: 0.182521 loss: 1.274094 eta: 4 days, 20:22:52 batch_cost: 2.0400 data_cost: 0.0009 ips: 13.7256 images/s [11/15 07:36:26] ppdet.engine INFO: Epoch: [40] [2200/3251] learning_rate: 0.128873 loss_vfl: 0.822513 loss_bbox: 0.331209 loss_dfl: 0.202263 loss: 1.354244 eta: 4 days, 20:22:10 batch_cost: 2.2110 data_cost: 0.0014 ips: 12.6639 images/s [11/15 07:37:11] ppdet.engine INFO: Epoch: [40] [2220/3251] learning_rate: 0.128854 loss_vfl: 0.813567 loss_bbox: 0.311637 loss_dfl: 0.194996 loss: 1.339506 eta: 4 days, 20:21:25 batch_cost: 2.1237 data_cost: 0.0012 ips: 13.1846 images/s [11/15 07:37:57] ppdet.engine INFO: Epoch: [40] [2240/3251] learning_rate: 0.128836 loss_vfl: 0.803051 loss_bbox: 0.292291 loss_dfl: 0.188388 loss: 1.304796 eta: 4 days, 20:20:41 batch_cost: 2.1587 data_cost: 0.0009 ips: 12.9711 images/s [11/15 07:38:42] ppdet.engine INFO: Epoch: [40] [2260/3251] learning_rate: 0.128817 loss_vfl: 0.809979 loss_bbox: 0.316234 loss_dfl: 0.196471 loss: 1.327455 eta: 4 days, 20:19:57 batch_cost: 2.1536 data_cost: 0.0010 ips: 13.0013 images/s [11/15 07:39:31] ppdet.engine INFO: Epoch: [40] [2280/3251] learning_rate: 0.128799 loss_vfl: 0.840681 loss_bbox: 0.267045 loss_dfl: 0.181080 loss: 1.281117 eta: 4 days, 20:19:18 batch_cost: 2.3155 data_cost: 0.0016 ips: 12.0923 images/s [11/15 07:40:17] ppdet.engine INFO: Epoch: [40] [2300/3251] learning_rate: 0.128780 loss_vfl: 0.834067 loss_bbox: 0.284517 loss_dfl: 0.183694 loss: 1.289384 eta: 4 days, 20:18:33 batch_cost: 2.1301 data_cost: 0.0012 ips: 13.1448 images/s [11/15 07:41:03] ppdet.engine INFO: Epoch: [40] [2320/3251] learning_rate: 0.128762 loss_vfl: 0.803024 loss_bbox: 0.316938 loss_dfl: 0.210284 loss: 1.306351 eta: 4 days, 20:17:50 batch_cost: 2.1777 data_cost: 0.0011 ips: 12.8576 images/s [11/15 07:41:50] ppdet.engine INFO: Epoch: [40] [2340/3251] learning_rate: 0.128743 loss_vfl: 0.836292 loss_bbox: 0.308315 loss_dfl: 0.197960 loss: 1.319252 eta: 4 days, 20:17:07 batch_cost: 2.2147 data_cost: 0.0009 ips: 12.6426 images/s [11/15 07:42:37] ppdet.engine INFO: Epoch: [40] [2360/3251] learning_rate: 0.128725 loss_vfl: 0.828253 loss_bbox: 0.270218 loss_dfl: 0.184781 loss: 1.280674 eta: 4 days, 20:16:25 batch_cost: 2.2147 data_cost: 0.0010 ips: 12.6425 images/s [11/15 07:43:23] ppdet.engine INFO: Epoch: [40] [2380/3251] learning_rate: 0.128706 loss_vfl: 0.826466 loss_bbox: 0.290977 loss_dfl: 0.191298 loss: 1.307315 eta: 4 days, 20:15:42 batch_cost: 2.1655 data_cost: 0.0014 ips: 12.9302 images/s [11/15 07:44:08] ppdet.engine INFO: Epoch: [40] [2400/3251] learning_rate: 0.128688 loss_vfl: 0.821048 loss_bbox: 0.310248 loss_dfl: 0.204204 loss: 1.345682 eta: 4 days, 20:14:58 batch_cost: 2.1601 data_cost: 0.0010 ips: 12.9622 images/s [11/15 07:44:54] ppdet.engine INFO: Epoch: [40] [2420/3251] learning_rate: 0.128669 loss_vfl: 0.825999 loss_bbox: 0.303259 loss_dfl: 0.185121 loss: 1.313337 eta: 4 days, 20:14:14 batch_cost: 2.1498 data_cost: 0.0011 ips: 13.0248 images/s [11/15 07:45:40] ppdet.engine INFO: Epoch: [40] [2440/3251] learning_rate: 0.128651 loss_vfl: 0.842597 loss_bbox: 0.249148 loss_dfl: 0.163396 loss: 1.225410 eta: 4 days, 20:13:31 batch_cost: 2.2149 data_cost: 0.0010 ips: 12.6416 images/s [11/15 07:46:26] ppdet.engine INFO: Epoch: [40] [2460/3251] learning_rate: 0.128632 loss_vfl: 0.835201 loss_bbox: 0.307522 loss_dfl: 0.197684 loss: 1.343661 eta: 4 days, 20:12:49 batch_cost: 2.2022 data_cost: 0.0010 ips: 12.7147 images/s [11/15 07:47:14] ppdet.engine INFO: Epoch: [40] [2480/3251] learning_rate: 0.128614 loss_vfl: 0.820658 loss_bbox: 0.255047 loss_dfl: 0.168246 loss: 1.256800 eta: 4 days, 20:12:08 batch_cost: 2.2452 data_cost: 0.0019 ips: 12.4710 images/s [11/15 07:48:02] ppdet.engine INFO: Epoch: [40] [2500/3251] learning_rate: 0.128595 loss_vfl: 0.804428 loss_bbox: 0.272210 loss_dfl: 0.190637 loss: 1.279984 eta: 4 days, 20:11:28 batch_cost: 2.2972 data_cost: 0.0009 ips: 12.1890 images/s [11/15 07:48:47] ppdet.engine INFO: Epoch: [40] [2520/3251] learning_rate: 0.128577 loss_vfl: 0.805190 loss_bbox: 0.279630 loss_dfl: 0.186172 loss: 1.289820 eta: 4 days, 20:10:43 batch_cost: 2.1429 data_cost: 0.0014 ips: 13.0665 images/s [11/15 07:49:34] ppdet.engine INFO: Epoch: [40] [2540/3251] learning_rate: 0.128558 loss_vfl: 0.807338 loss_bbox: 0.265238 loss_dfl: 0.165520 loss: 1.241160 eta: 4 days, 20:10:00 batch_cost: 2.1877 data_cost: 0.0010 ips: 12.7988 images/s [11/15 07:50:17] ppdet.engine INFO: Epoch: [40] [2560/3251] learning_rate: 0.128540 loss_vfl: 0.808699 loss_bbox: 0.283051 loss_dfl: 0.184463 loss: 1.261686 eta: 4 days, 20:09:14 batch_cost: 2.0849 data_cost: 0.0017 ips: 13.4299 images/s [11/15 07:51:04] ppdet.engine INFO: Epoch: [40] [2580/3251] learning_rate: 0.128521 loss_vfl: 0.793309 loss_bbox: 0.268199 loss_dfl: 0.184428 loss: 1.277169 eta: 4 days, 20:08:31 batch_cost: 2.1559 data_cost: 0.0016 ips: 12.9876 images/s [11/15 07:51:52] ppdet.engine INFO: Epoch: [40] [2600/3251] learning_rate: 0.128503 loss_vfl: 0.833159 loss_bbox: 0.288075 loss_dfl: 0.192169 loss: 1.302971 eta: 4 days, 20:07:47 batch_cost: 2.1659 data_cost: 0.0010 ips: 12.9275 images/s [11/15 07:52:38] ppdet.engine INFO: Epoch: [40] [2620/3251] learning_rate: 0.128484 loss_vfl: 0.828924 loss_bbox: 0.290797 loss_dfl: 0.195556 loss: 1.299763 eta: 4 days, 20:07:04 batch_cost: 2.1764 data_cost: 0.0010 ips: 12.8655 images/s [11/15 07:53:25] ppdet.engine INFO: Epoch: [40] [2640/3251] learning_rate: 0.128466 loss_vfl: 0.799805 loss_bbox: 0.276348 loss_dfl: 0.174953 loss: 1.271256 eta: 4 days, 20:06:17 batch_cost: 2.0783 data_cost: 0.0013 ips: 13.4725 images/s [11/15 07:54:11] ppdet.engine INFO: Epoch: [40] [2660/3251] learning_rate: 0.128447 loss_vfl: 0.833938 loss_bbox: 0.257702 loss_dfl: 0.178489 loss: 1.268383 eta: 4 days, 20:05:33 batch_cost: 2.1208 data_cost: 0.0009 ips: 13.2026 images/s [11/15 07:54:57] ppdet.engine INFO: Epoch: [40] [2680/3251] learning_rate: 0.128429 loss_vfl: 0.817307 loss_bbox: 0.257582 loss_dfl: 0.176593 loss: 1.265827 eta: 4 days, 20:04:50 batch_cost: 2.1881 data_cost: 0.0010 ips: 12.7965 images/s [11/15 07:55:44] ppdet.engine INFO: Epoch: [40] [2700/3251] learning_rate: 0.128410 loss_vfl: 0.825448 loss_bbox: 0.268211 loss_dfl: 0.178042 loss: 1.269641 eta: 4 days, 20:04:09 batch_cost: 2.2641 data_cost: 0.0009 ips: 12.3669 images/s [11/15 07:56:32] ppdet.engine INFO: Epoch: [40] [2720/3251] learning_rate: 0.128391 loss_vfl: 0.845075 loss_bbox: 0.279560 loss_dfl: 0.187027 loss: 1.294778 eta: 4 days, 20:03:29 batch_cost: 2.2928 data_cost: 0.0010 ips: 12.2119 images/s [11/15 07:57:17] ppdet.engine INFO: Epoch: [40] [2740/3251] learning_rate: 0.128373 loss_vfl: 0.834629 loss_bbox: 0.271959 loss_dfl: 0.179315 loss: 1.288170 eta: 4 days, 20:02:43 batch_cost: 2.0866 data_cost: 0.0009 ips: 13.4188 images/s [11/15 07:58:04] ppdet.engine INFO: Epoch: [40] [2760/3251] learning_rate: 0.128354 loss_vfl: 0.822059 loss_bbox: 0.254892 loss_dfl: 0.181399 loss: 1.289714 eta: 4 days, 20:02:02 batch_cost: 2.2584 data_cost: 0.0011 ips: 12.3983 images/s [11/15 07:58:51] ppdet.engine INFO: Epoch: [40] [2780/3251] learning_rate: 0.128336 loss_vfl: 0.836797 loss_bbox: 0.286382 loss_dfl: 0.184193 loss: 1.343960 eta: 4 days, 20:01:19 batch_cost: 2.2036 data_cost: 0.0016 ips: 12.7068 images/s [11/15 07:59:36] ppdet.engine INFO: Epoch: [40] [2800/3251] learning_rate: 0.128317 loss_vfl: 0.804614 loss_bbox: 0.290346 loss_dfl: 0.190409 loss: 1.300114 eta: 4 days, 20:00:34 batch_cost: 2.0897 data_cost: 0.0009 ips: 13.3994 images/s [11/15 08:00:22] ppdet.engine INFO: Epoch: [40] [2820/3251] learning_rate: 0.128299 loss_vfl: 0.824818 loss_bbox: 0.267579 loss_dfl: 0.177988 loss: 1.244792 eta: 4 days, 19:59:49 batch_cost: 2.1394 data_cost: 0.0009 ips: 13.0878 images/s [11/15 08:01:07] ppdet.engine INFO: Epoch: [40] [2840/3251] learning_rate: 0.128280 loss_vfl: 0.805916 loss_bbox: 0.269395 loss_dfl: 0.176155 loss: 1.246515 eta: 4 days, 19:59:04 batch_cost: 2.1185 data_cost: 0.0010 ips: 13.2169 images/s [11/15 08:01:55] ppdet.engine INFO: Epoch: [40] [2860/3251] learning_rate: 0.128262 loss_vfl: 0.821129 loss_bbox: 0.314524 loss_dfl: 0.192883 loss: 1.338031 eta: 4 days, 19:58:24 batch_cost: 2.2853 data_cost: 0.0014 ips: 12.2523 images/s [11/15 08:02:43] ppdet.engine INFO: Epoch: [40] [2880/3251] learning_rate: 0.128243 loss_vfl: 0.812000 loss_bbox: 0.295437 loss_dfl: 0.199031 loss: 1.328808 eta: 4 days, 19:57:41 batch_cost: 2.2038 data_cost: 0.0009 ips: 12.7053 images/s [11/15 08:03:29] ppdet.engine INFO: Epoch: [40] [2900/3251] learning_rate: 0.128225 loss_vfl: 0.821417 loss_bbox: 0.311753 loss_dfl: 0.189665 loss: 1.314996 eta: 4 days, 19:56:59 batch_cost: 2.2035 data_cost: 0.0013 ips: 12.7068 images/s [11/15 08:04:15] ppdet.engine INFO: Epoch: [40] [2920/3251] learning_rate: 0.128206 loss_vfl: 0.799624 loss_bbox: 0.293542 loss_dfl: 0.194358 loss: 1.296103 eta: 4 days, 19:56:17 batch_cost: 2.2382 data_cost: 0.0011 ips: 12.5100 images/s [11/15 08:05:01] ppdet.engine INFO: Epoch: [40] [2940/3251] learning_rate: 0.128188 loss_vfl: 0.830616 loss_bbox: 0.282906 loss_dfl: 0.185061 loss: 1.296763 eta: 4 days, 19:55:34 batch_cost: 2.1842 data_cost: 0.0009 ips: 12.8196 images/s [11/15 08:05:47] ppdet.engine INFO: Epoch: [40] [2960/3251] learning_rate: 0.128169 loss_vfl: 0.824448 loss_bbox: 0.290055 loss_dfl: 0.184493 loss: 1.280918 eta: 4 days, 19:54:52 batch_cost: 2.2073 data_cost: 0.0016 ips: 12.6850 images/s [11/15 08:06:33] ppdet.engine INFO: Epoch: [40] [2980/3251] learning_rate: 0.128150 loss_vfl: 0.812270 loss_bbox: 0.317167 loss_dfl: 0.214019 loss: 1.359928 eta: 4 days, 19:54:07 batch_cost: 2.1148 data_cost: 0.0010 ips: 13.2398 images/s [11/15 08:07:21] ppdet.engine INFO: Epoch: [40] [3000/3251] learning_rate: 0.128132 loss_vfl: 0.822091 loss_bbox: 0.290760 loss_dfl: 0.181427 loss: 1.291307 eta: 4 days, 19:53:26 batch_cost: 2.2650 data_cost: 0.0009 ips: 12.3618 images/s [11/15 08:08:08] ppdet.engine INFO: Epoch: [40] [3020/3251] learning_rate: 0.128113 loss_vfl: 0.823318 loss_bbox: 0.318854 loss_dfl: 0.201916 loss: 1.333464 eta: 4 days, 19:52:45 batch_cost: 2.2449 data_cost: 0.0009 ips: 12.4725 images/s [11/15 08:08:55] ppdet.engine INFO: Epoch: [40] [3040/3251] learning_rate: 0.128095 loss_vfl: 0.802446 loss_bbox: 0.305374 loss_dfl: 0.196891 loss: 1.320666 eta: 4 days, 19:52:03 batch_cost: 2.2295 data_cost: 0.0010 ips: 12.5587 images/s [11/15 08:09:41] ppdet.engine INFO: Epoch: [40] [3060/3251] learning_rate: 0.128076 loss_vfl: 0.835457 loss_bbox: 0.292217 loss_dfl: 0.192023 loss: 1.345028 eta: 4 days, 19:51:19 batch_cost: 2.1424 data_cost: 0.0010 ips: 13.0693 images/s [11/15 08:10:26] ppdet.engine INFO: Epoch: [40] [3080/3251] learning_rate: 0.128058 loss_vfl: 0.802998 loss_bbox: 0.274397 loss_dfl: 0.181615 loss: 1.252597 eta: 4 days, 19:50:35 batch_cost: 2.1541 data_cost: 0.0010 ips: 12.9983 images/s [11/15 08:11:13] ppdet.engine INFO: Epoch: [40] [3100/3251] learning_rate: 0.128039 loss_vfl: 0.802947 loss_bbox: 0.259811 loss_dfl: 0.179902 loss: 1.267088 eta: 4 days, 19:49:53 batch_cost: 2.2388 data_cost: 0.0012 ips: 12.5068 images/s [11/15 08:12:00] ppdet.engine INFO: Epoch: [40] [3120/3251] learning_rate: 0.128021 loss_vfl: 0.837425 loss_bbox: 0.282844 loss_dfl: 0.184514 loss: 1.317238 eta: 4 days, 19:49:09 batch_cost: 2.1513 data_cost: 0.0014 ips: 13.0153 images/s [11/15 08:12:48] ppdet.engine INFO: Epoch: [40] [3140/3251] learning_rate: 0.128002 loss_vfl: 0.815663 loss_bbox: 0.322985 loss_dfl: 0.204206 loss: 1.322004 eta: 4 days, 19:48:29 batch_cost: 2.2852 data_cost: 0.0016 ips: 12.2529 images/s [11/15 08:13:36] ppdet.engine INFO: Epoch: [40] [3160/3251] learning_rate: 0.127984 loss_vfl: 0.824053 loss_bbox: 0.279097 loss_dfl: 0.190969 loss: 1.292099 eta: 4 days, 19:47:50 batch_cost: 2.3230 data_cost: 0.0009 ips: 12.0536 images/s [11/15 08:14:22] ppdet.engine INFO: Epoch: [40] [3180/3251] learning_rate: 0.127965 loss_vfl: 0.835144 loss_bbox: 0.274553 loss_dfl: 0.182884 loss: 1.287359 eta: 4 days, 19:47:07 batch_cost: 2.1829 data_cost: 0.0009 ips: 12.8268 images/s [11/15 08:15:07] ppdet.engine INFO: Epoch: [40] [3200/3251] learning_rate: 0.127946 loss_vfl: 0.840584 loss_bbox: 0.266928 loss_dfl: 0.178592 loss: 1.278758 eta: 4 days, 19:46:19 batch_cost: 2.0425 data_cost: 0.0010 ips: 13.7086 images/s [11/15 08:15:53] ppdet.engine INFO: Epoch: [40] [3220/3251] learning_rate: 0.127928 loss_vfl: 0.812128 loss_bbox: 0.254331 loss_dfl: 0.177779 loss: 1.262868 eta: 4 days, 19:45:35 batch_cost: 2.1357 data_cost: 0.0010 ips: 13.1104 images/s [11/15 08:16:38] ppdet.engine INFO: Epoch: [40] [3240/3251] learning_rate: 0.127909 loss_vfl: 0.828224 loss_bbox: 0.276585 loss_dfl: 0.192362 loss: 1.320252 eta: 4 days, 19:44:47 batch_cost: 2.0327 data_cost: 0.0015 ips: 13.7745 images/s [11/15 08:17:19] ppdet.engine INFO: Epoch: [41] [ 0/3251] learning_rate: 0.127899 loss_vfl: 0.856945 loss_bbox: 0.268472 loss_dfl: 0.180248 loss: 1.300001 eta: 4 days, 19:44:33 batch_cost: 2.4761 data_cost: 0.8548 ips: 11.3079 images/s [11/15 08:18:10] ppdet.engine INFO: Epoch: [41] [ 20/3251] learning_rate: 0.127881 loss_vfl: 0.802797 loss_bbox: 0.301074 loss_dfl: 0.185214 loss: 1.281947 eta: 4 days, 19:43:57 batch_cost: 2.4415 data_cost: 0.0009 ips: 11.4682 images/s [11/15 08:18:57] ppdet.engine INFO: Epoch: [41] [ 40/3251] learning_rate: 0.127862 loss_vfl: 0.800348 loss_bbox: 0.300477 loss_dfl: 0.193341 loss: 1.294968 eta: 4 days, 19:43:15 batch_cost: 2.2261 data_cost: 0.0012 ips: 12.5781 images/s [11/15 08:19:45] ppdet.engine INFO: Epoch: [41] [ 60/3251] learning_rate: 0.127843 loss_vfl: 0.809649 loss_bbox: 0.283520 loss_dfl: 0.192136 loss: 1.279977 eta: 4 days, 19:42:32 batch_cost: 2.1736 data_cost: 0.0051 ips: 12.8821 images/s [11/15 08:20:32] ppdet.engine INFO: Epoch: [41] [ 80/3251] learning_rate: 0.127825 loss_vfl: 0.840117 loss_bbox: 0.237921 loss_dfl: 0.155906 loss: 1.236994 eta: 4 days, 19:41:50 batch_cost: 2.2202 data_cost: 0.0011 ips: 12.6115 images/s [11/15 08:21:17] ppdet.engine INFO: Epoch: [41] [ 100/3251] learning_rate: 0.127806 loss_vfl: 0.793940 loss_bbox: 0.300602 loss_dfl: 0.201089 loss: 1.314191 eta: 4 days, 19:41:04 batch_cost: 2.0810 data_cost: 0.0010 ips: 13.4553 images/s [11/15 08:22:04] ppdet.engine INFO: Epoch: [41] [ 120/3251] learning_rate: 0.127788 loss_vfl: 0.807967 loss_bbox: 0.275937 loss_dfl: 0.187822 loss: 1.269159 eta: 4 days, 19:40:21 batch_cost: 2.1922 data_cost: 0.0011 ips: 12.7724 images/s [11/15 08:22:51] ppdet.engine INFO: Epoch: [41] [ 140/3251] learning_rate: 0.127769 loss_vfl: 0.822363 loss_bbox: 0.298430 loss_dfl: 0.188348 loss: 1.305337 eta: 4 days, 19:39:41 batch_cost: 2.2937 data_cost: 0.0009 ips: 12.2074 images/s [11/15 08:23:39] ppdet.engine INFO: Epoch: [41] [ 160/3251] learning_rate: 0.127751 loss_vfl: 0.807876 loss_bbox: 0.313205 loss_dfl: 0.198902 loss: 1.268280 eta: 4 days, 19:39:00 batch_cost: 2.2539 data_cost: 0.0010 ips: 12.4228 images/s [11/15 08:24:24] ppdet.engine INFO: Epoch: [41] [ 180/3251] learning_rate: 0.127732 loss_vfl: 0.790764 loss_bbox: 0.299904 loss_dfl: 0.196865 loss: 1.291204 eta: 4 days, 19:38:13 batch_cost: 2.0575 data_cost: 0.0010 ips: 13.6090 images/s [11/15 08:25:13] ppdet.engine INFO: Epoch: [41] [ 200/3251] learning_rate: 0.127713 loss_vfl: 0.804751 loss_bbox: 0.267218 loss_dfl: 0.185933 loss: 1.218150 eta: 4 days, 19:37:31 batch_cost: 2.2403 data_cost: 0.0010 ips: 12.4985 images/s [11/15 08:25:59] ppdet.engine INFO: Epoch: [41] [ 220/3251] learning_rate: 0.127695 loss_vfl: 0.834368 loss_bbox: 0.302165 loss_dfl: 0.186473 loss: 1.305512 eta: 4 days, 19:36:47 batch_cost: 2.1426 data_cost: 0.0009 ips: 13.0682 images/s [11/15 08:26:44] ppdet.engine INFO: Epoch: [41] [ 240/3251] learning_rate: 0.127676 loss_vfl: 0.801686 loss_bbox: 0.266108 loss_dfl: 0.182058 loss: 1.262797 eta: 4 days, 19:36:00 batch_cost: 2.0410 data_cost: 0.0010 ips: 13.7189 images/s [11/15 08:27:28] ppdet.engine INFO: Epoch: [41] [ 260/3251] learning_rate: 0.127658 loss_vfl: 0.842252 loss_bbox: 0.326029 loss_dfl: 0.207408 loss: 1.387971 eta: 4 days, 19:35:14 batch_cost: 2.1043 data_cost: 0.0011 ips: 13.3064 images/s [11/15 08:28:15] ppdet.engine INFO: Epoch: [41] [ 280/3251] learning_rate: 0.127639 loss_vfl: 0.797754 loss_bbox: 0.304748 loss_dfl: 0.206067 loss: 1.327782 eta: 4 days, 19:34:31 batch_cost: 2.1629 data_cost: 0.0009 ips: 12.9458 images/s [11/15 08:29:00] ppdet.engine INFO: Epoch: [41] [ 300/3251] learning_rate: 0.127621 loss_vfl: 0.800156 loss_bbox: 0.266005 loss_dfl: 0.178955 loss: 1.289332 eta: 4 days, 19:33:47 batch_cost: 2.1645 data_cost: 0.0010 ips: 12.9359 images/s [11/15 08:29:49] ppdet.engine INFO: Epoch: [41] [ 320/3251] learning_rate: 0.127602 loss_vfl: 0.837056 loss_bbox: 0.278672 loss_dfl: 0.193027 loss: 1.327788 eta: 4 days, 19:33:07 batch_cost: 2.2988 data_cost: 0.0015 ips: 12.1802 images/s [11/15 08:30:36] ppdet.engine INFO: Epoch: [41] [ 340/3251] learning_rate: 0.127583 loss_vfl: 0.814551 loss_bbox: 0.303370 loss_dfl: 0.203926 loss: 1.312086 eta: 4 days, 19:32:24 batch_cost: 2.1962 data_cost: 0.0010 ips: 12.7492 images/s [11/15 08:31:21] ppdet.engine INFO: Epoch: [41] [ 360/3251] learning_rate: 0.127565 loss_vfl: 0.811181 loss_bbox: 0.310968 loss_dfl: 0.195143 loss: 1.331409 eta: 4 days, 19:31:40 batch_cost: 2.1302 data_cost: 0.0009 ips: 13.1443 images/s [11/15 08:32:08] ppdet.engine INFO: Epoch: [41] [ 380/3251] learning_rate: 0.127546 loss_vfl: 0.836908 loss_bbox: 0.296198 loss_dfl: 0.202061 loss: 1.307355 eta: 4 days, 19:30:57 batch_cost: 2.2087 data_cost: 0.0009 ips: 12.6770 images/s [11/15 08:32:56] ppdet.engine INFO: Epoch: [41] [ 400/3251] learning_rate: 0.127528 loss_vfl: 0.835440 loss_bbox: 0.309002 loss_dfl: 0.198084 loss: 1.364747 eta: 4 days, 19:30:16 batch_cost: 2.2280 data_cost: 0.0009 ips: 12.5671 images/s [11/15 08:33:41] ppdet.engine INFO: Epoch: [41] 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0.811428 loss_bbox: 0.332643 loss_dfl: 0.204968 loss: 1.343490 eta: 4 days, 19:26:44 batch_cost: 2.1120 data_cost: 0.0011 ips: 13.2576 images/s [11/15 08:37:39] ppdet.engine INFO: Epoch: [41] [ 520/3251] learning_rate: 0.127416 loss_vfl: 0.824061 loss_bbox: 0.286016 loss_dfl: 0.196031 loss: 1.291676 eta: 4 days, 19:26:04 batch_cost: 2.2856 data_cost: 0.0009 ips: 12.2507 images/s [11/15 08:38:26] ppdet.engine INFO: Epoch: [41] [ 540/3251] learning_rate: 0.127398 loss_vfl: 0.824648 loss_bbox: 0.310786 loss_dfl: 0.201366 loss: 1.351018 eta: 4 days, 19:25:20 batch_cost: 2.1328 data_cost: 0.0010 ips: 13.1283 images/s [11/15 08:39:13] ppdet.engine INFO: Epoch: [41] [ 560/3251] learning_rate: 0.127379 loss_vfl: 0.812063 loss_bbox: 0.263454 loss_dfl: 0.185062 loss: 1.283940 eta: 4 days, 19:24:35 batch_cost: 2.1476 data_cost: 0.0010 ips: 13.0379 images/s [11/15 08:39:56] ppdet.engine INFO: Epoch: [41] [ 580/3251] learning_rate: 0.127360 loss_vfl: 0.805972 loss_bbox: 0.273871 loss_dfl: 0.174708 loss: 1.246733 eta: 4 days, 19:23:46 batch_cost: 1.9556 data_cost: 0.0010 ips: 14.3176 images/s [11/15 08:40:42] ppdet.engine INFO: Epoch: [41] [ 600/3251] learning_rate: 0.127342 loss_vfl: 0.795162 loss_bbox: 0.278083 loss_dfl: 0.166698 loss: 1.254824 eta: 4 days, 19:23:02 batch_cost: 2.1571 data_cost: 0.0010 ips: 12.9801 images/s [11/15 08:41:28] ppdet.engine INFO: Epoch: [41] [ 620/3251] learning_rate: 0.127323 loss_vfl: 0.817086 loss_bbox: 0.305562 loss_dfl: 0.202842 loss: 1.333132 eta: 4 days, 19:22:20 batch_cost: 2.2247 data_cost: 0.0009 ips: 12.5860 images/s [11/15 08:42:18] ppdet.engine INFO: Epoch: [41] [ 640/3251] learning_rate: 0.127305 loss_vfl: 0.802720 loss_bbox: 0.290650 loss_dfl: 0.202530 loss: 1.256313 eta: 4 days, 19:21:40 batch_cost: 2.2873 data_cost: 0.0010 ips: 12.2418 images/s [11/15 08:43:04] ppdet.engine INFO: Epoch: [41] [ 660/3251] learning_rate: 0.127286 loss_vfl: 0.822689 loss_bbox: 0.310603 loss_dfl: 0.196031 loss: 1.334326 eta: 4 days, 19:20:56 batch_cost: 2.1515 data_cost: 0.0010 ips: 13.0144 images/s [11/15 08:43:51] ppdet.engine INFO: Epoch: [41] [ 680/3251] learning_rate: 0.127267 loss_vfl: 0.804979 loss_bbox: 0.280390 loss_dfl: 0.183614 loss: 1.285119 eta: 4 days, 19:20:14 batch_cost: 2.2237 data_cost: 0.0009 ips: 12.5918 images/s [11/15 08:44:37] ppdet.engine INFO: Epoch: [41] [ 700/3251] learning_rate: 0.127249 loss_vfl: 0.817299 loss_bbox: 0.291850 loss_dfl: 0.191954 loss: 1.289557 eta: 4 days, 19:19:30 batch_cost: 2.1766 data_cost: 0.0017 ips: 12.8641 images/s [11/15 08:45:25] ppdet.engine INFO: Epoch: [41] [ 720/3251] learning_rate: 0.127230 loss_vfl: 0.797508 loss_bbox: 0.292211 loss_dfl: 0.189657 loss: 1.268982 eta: 4 days, 19:18:50 batch_cost: 2.2775 data_cost: 0.0009 ips: 12.2944 images/s [11/15 08:46:12] ppdet.engine INFO: Epoch: [41] [ 740/3251] learning_rate: 0.127212 loss_vfl: 0.827949 loss_bbox: 0.319350 loss_dfl: 0.196504 loss: 1.352920 eta: 4 days, 19:18:07 batch_cost: 2.2055 data_cost: 0.0012 ips: 12.6957 images/s [11/15 08:46:58] ppdet.engine INFO: Epoch: [41] [ 760/3251] learning_rate: 0.127193 loss_vfl: 0.826655 loss_bbox: 0.297814 loss_dfl: 0.184991 loss: 1.309578 eta: 4 days, 19:17:23 batch_cost: 2.1417 data_cost: 0.0010 ips: 13.0739 images/s [11/15 08:47:43] ppdet.engine INFO: Epoch: [41] [ 780/3251] learning_rate: 0.127175 loss_vfl: 0.820261 loss_bbox: 0.290902 loss_dfl: 0.196777 loss: 1.314258 eta: 4 days, 19:16:36 batch_cost: 2.0608 data_cost: 0.0010 ips: 13.5867 images/s [11/15 08:48:29] ppdet.engine INFO: Epoch: [41] [ 800/3251] learning_rate: 0.127156 loss_vfl: 0.816398 loss_bbox: 0.263025 loss_dfl: 0.177504 loss: 1.249526 eta: 4 days, 19:15:52 batch_cost: 2.1409 data_cost: 0.0012 ips: 13.0785 images/s [11/15 08:49:16] ppdet.engine INFO: Epoch: [41] [ 820/3251] learning_rate: 0.127137 loss_vfl: 0.823197 loss_bbox: 0.284569 loss_dfl: 0.181483 loss: 1.288883 eta: 4 days, 19:15:08 batch_cost: 2.1633 data_cost: 0.0012 ips: 12.9430 images/s [11/15 08:50:00] ppdet.engine INFO: Epoch: [41] [ 840/3251] learning_rate: 0.127119 loss_vfl: 0.811016 loss_bbox: 0.276952 loss_dfl: 0.185004 loss: 1.291209 eta: 4 days, 19:14:23 batch_cost: 2.0948 data_cost: 0.0012 ips: 13.3662 images/s [11/15 08:50:45] ppdet.engine INFO: Epoch: [41] [ 860/3251] learning_rate: 0.127100 loss_vfl: 0.808379 loss_bbox: 0.286291 loss_dfl: 0.193764 loss: 1.269975 eta: 4 days, 19:13:36 batch_cost: 2.0745 data_cost: 0.0015 ips: 13.4973 images/s [11/15 08:51:29] ppdet.engine INFO: Epoch: [41] [ 880/3251] learning_rate: 0.127081 loss_vfl: 0.823695 loss_bbox: 0.291099 loss_dfl: 0.190592 loss: 1.317942 eta: 4 days, 19:12:50 batch_cost: 2.0646 data_cost: 0.0009 ips: 13.5622 images/s [11/15 08:52:16] ppdet.engine INFO: Epoch: [41] [ 900/3251] learning_rate: 0.127063 loss_vfl: 0.823146 loss_bbox: 0.299476 loss_dfl: 0.194012 loss: 1.331901 eta: 4 days, 19:12:09 batch_cost: 2.2417 data_cost: 0.0009 ips: 12.4906 images/s [11/15 08:53:04] ppdet.engine INFO: Epoch: [41] [ 920/3251] learning_rate: 0.127044 loss_vfl: 0.822470 loss_bbox: 0.293164 loss_dfl: 0.186316 loss: 1.310472 eta: 4 days, 19:11:26 batch_cost: 2.2000 data_cost: 0.0009 ips: 12.7270 images/s [11/15 08:53:49] ppdet.engine INFO: Epoch: [41] [ 940/3251] learning_rate: 0.127026 loss_vfl: 0.818269 loss_bbox: 0.261303 loss_dfl: 0.176229 loss: 1.255864 eta: 4 days, 19:10:42 batch_cost: 2.1511 data_cost: 0.0010 ips: 13.0169 images/s [11/15 08:54:34] ppdet.engine INFO: Epoch: [41] [ 960/3251] learning_rate: 0.127007 loss_vfl: 0.828683 loss_bbox: 0.267286 loss_dfl: 0.180546 loss: 1.294406 eta: 4 days, 19:09:57 batch_cost: 2.1148 data_cost: 0.0012 ips: 13.2401 images/s [11/15 08:55:21] ppdet.engine INFO: Epoch: [41] [ 980/3251] learning_rate: 0.126988 loss_vfl: 0.801517 loss_bbox: 0.281212 loss_dfl: 0.181576 loss: 1.267029 eta: 4 days, 19:09:16 batch_cost: 2.2712 data_cost: 0.0022 ips: 12.3283 images/s [11/15 08:56:06] ppdet.engine INFO: Epoch: [41] [1000/3251] learning_rate: 0.126970 loss_vfl: 0.837316 loss_bbox: 0.255589 loss_dfl: 0.170184 loss: 1.266648 eta: 4 days, 19:08:32 batch_cost: 2.1348 data_cost: 0.0014 ips: 13.1157 images/s [11/15 08:56:53] ppdet.engine INFO: Epoch: [41] [1020/3251] learning_rate: 0.126951 loss_vfl: 0.855437 loss_bbox: 0.265893 loss_dfl: 0.174405 loss: 1.302308 eta: 4 days, 19:07:48 batch_cost: 2.1516 data_cost: 0.0012 ips: 13.0138 images/s [11/15 08:57:37] ppdet.engine INFO: Epoch: [41] [1040/3251] learning_rate: 0.126933 loss_vfl: 0.826978 loss_bbox: 0.278886 loss_dfl: 0.187249 loss: 1.248027 eta: 4 days, 19:07:03 batch_cost: 2.1216 data_cost: 0.0010 ips: 13.1975 images/s [11/15 08:58:22] ppdet.engine INFO: Epoch: [41] [1060/3251] learning_rate: 0.126914 loss_vfl: 0.797346 loss_bbox: 0.284842 loss_dfl: 0.187482 loss: 1.284003 eta: 4 days, 19:06:16 batch_cost: 2.0652 data_cost: 0.0010 ips: 13.5581 images/s [11/15 08:59:10] ppdet.engine INFO: Epoch: [41] [1080/3251] learning_rate: 0.126895 loss_vfl: 0.818056 loss_bbox: 0.269299 loss_dfl: 0.178381 loss: 1.265488 eta: 4 days, 19:05:36 batch_cost: 2.2801 data_cost: 0.0010 ips: 12.2802 images/s [11/15 08:59:57] ppdet.engine INFO: Epoch: [41] [1100/3251] learning_rate: 0.126877 loss_vfl: 0.815333 loss_bbox: 0.316108 loss_dfl: 0.198995 loss: 1.338370 eta: 4 days, 19:04:55 batch_cost: 2.2746 data_cost: 0.0010 ips: 12.3097 images/s [11/15 09:00:45] ppdet.engine INFO: Epoch: [41] [1120/3251] learning_rate: 0.126858 loss_vfl: 0.816239 loss_bbox: 0.313967 loss_dfl: 0.202924 loss: 1.352389 eta: 4 days, 19:04:15 batch_cost: 2.2705 data_cost: 0.0010 ips: 12.3319 images/s [11/15 09:01:31] ppdet.engine INFO: Epoch: [41] [1140/3251] learning_rate: 0.126840 loss_vfl: 0.815182 loss_bbox: 0.341009 loss_dfl: 0.215298 loss: 1.374677 eta: 4 days, 19:03:32 batch_cost: 2.1979 data_cost: 0.0010 ips: 12.7394 images/s [11/15 09:02:17] ppdet.engine INFO: Epoch: [41] [1160/3251] learning_rate: 0.126821 loss_vfl: 0.800172 loss_bbox: 0.298887 loss_dfl: 0.180813 loss: 1.281265 eta: 4 days, 19:02:47 batch_cost: 2.1262 data_cost: 0.0011 ips: 13.1689 images/s [11/15 09:03:03] ppdet.engine INFO: Epoch: [41] [1180/3251] learning_rate: 0.126802 loss_vfl: 0.811708 loss_bbox: 0.274022 loss_dfl: 0.181531 loss: 1.270954 eta: 4 days, 19:02:02 batch_cost: 2.1265 data_cost: 0.0011 ips: 13.1674 images/s [11/15 09:03:50] ppdet.engine INFO: Epoch: [41] [1200/3251] learning_rate: 0.126784 loss_vfl: 0.808941 loss_bbox: 0.265308 loss_dfl: 0.181524 loss: 1.275682 eta: 4 days, 19:01:20 batch_cost: 2.2264 data_cost: 0.0009 ips: 12.5766 images/s [11/15 09:04:35] ppdet.engine INFO: Epoch: [41] [1220/3251] learning_rate: 0.126765 loss_vfl: 0.805019 loss_bbox: 0.281914 loss_dfl: 0.193011 loss: 1.297383 eta: 4 days, 19:00:36 batch_cost: 2.1275 data_cost: 0.0014 ips: 13.1612 images/s [11/15 09:05:21] ppdet.engine INFO: Epoch: [41] [1240/3251] learning_rate: 0.126746 loss_vfl: 0.798467 loss_bbox: 0.256349 loss_dfl: 0.168958 loss: 1.251032 eta: 4 days, 18:59:54 batch_cost: 2.2349 data_cost: 0.0009 ips: 12.5288 images/s [11/15 09:06:09] ppdet.engine INFO: Epoch: [41] [1260/3251] learning_rate: 0.126728 loss_vfl: 0.805351 loss_bbox: 0.253164 loss_dfl: 0.176829 loss: 1.238285 eta: 4 days, 18:59:12 batch_cost: 2.2349 data_cost: 0.0012 ips: 12.5283 images/s [11/15 09:06:56] ppdet.engine INFO: Epoch: [41] [1280/3251] learning_rate: 0.126709 loss_vfl: 0.802314 loss_bbox: 0.318683 loss_dfl: 0.197348 loss: 1.316085 eta: 4 days, 18:58:31 batch_cost: 2.2465 data_cost: 0.0010 ips: 12.4637 images/s [11/15 09:07:41] ppdet.engine INFO: Epoch: [41] [1300/3251] learning_rate: 0.126691 loss_vfl: 0.796292 loss_bbox: 0.273656 loss_dfl: 0.180506 loss: 1.262815 eta: 4 days, 18:57:46 batch_cost: 2.1031 data_cost: 0.0014 ips: 13.3137 images/s [11/15 09:08:26] ppdet.engine INFO: Epoch: [41] [1320/3251] learning_rate: 0.126672 loss_vfl: 0.834642 loss_bbox: 0.259376 loss_dfl: 0.178365 loss: 1.282481 eta: 4 days, 18:57:00 batch_cost: 2.1070 data_cost: 0.0010 ips: 13.2889 images/s [11/15 09:09:14] ppdet.engine INFO: Epoch: [41] [1340/3251] learning_rate: 0.126653 loss_vfl: 0.823346 loss_bbox: 0.261277 loss_dfl: 0.173205 loss: 1.271087 eta: 4 days, 18:56:18 batch_cost: 2.2125 data_cost: 0.0009 ips: 12.6551 images/s [11/15 09:09:59] ppdet.engine INFO: Epoch: [41] [1360/3251] learning_rate: 0.126635 loss_vfl: 0.812861 loss_bbox: 0.282878 loss_dfl: 0.190538 loss: 1.256182 eta: 4 days, 18:55:34 batch_cost: 2.1587 data_cost: 0.0009 ips: 12.9706 images/s [11/15 09:10:45] ppdet.engine INFO: Epoch: [41] [1380/3251] learning_rate: 0.126616 loss_vfl: 0.790153 loss_bbox: 0.292775 loss_dfl: 0.189322 loss: 1.248982 eta: 4 days, 18:54:48 batch_cost: 2.0792 data_cost: 0.0011 ips: 13.4667 images/s [11/15 09:11:31] ppdet.engine INFO: Epoch: [41] [1400/3251] learning_rate: 0.126597 loss_vfl: 0.803611 loss_bbox: 0.289154 loss_dfl: 0.185189 loss: 1.280946 eta: 4 days, 18:54:05 batch_cost: 2.1745 data_cost: 0.0009 ips: 12.8766 images/s [11/15 09:12:18] ppdet.engine INFO: Epoch: [41] [1420/3251] learning_rate: 0.126579 loss_vfl: 0.845270 loss_bbox: 0.298006 loss_dfl: 0.191505 loss: 1.325292 eta: 4 days, 18:53:22 batch_cost: 2.2123 data_cost: 0.0010 ips: 12.6568 images/s [11/15 09:13:04] ppdet.engine INFO: Epoch: [41] [1440/3251] learning_rate: 0.126560 loss_vfl: 0.814822 loss_bbox: 0.277104 loss_dfl: 0.187450 loss: 1.288930 eta: 4 days, 18:52:40 batch_cost: 2.2163 data_cost: 0.0009 ips: 12.6335 images/s [11/15 09:13:51] ppdet.engine INFO: Epoch: [41] [1460/3251] learning_rate: 0.126542 loss_vfl: 0.808087 loss_bbox: 0.314023 loss_dfl: 0.209025 loss: 1.356265 eta: 4 days, 18:51:57 batch_cost: 2.1682 data_cost: 0.0009 ips: 12.9142 images/s [11/15 09:14:36] ppdet.engine INFO: Epoch: [41] [1480/3251] learning_rate: 0.126523 loss_vfl: 0.826194 loss_bbox: 0.283023 loss_dfl: 0.185433 loss: 1.264983 eta: 4 days, 18:51:12 batch_cost: 2.1388 data_cost: 0.0009 ips: 13.0916 images/s [11/15 09:15:22] ppdet.engine INFO: Epoch: [41] [1500/3251] learning_rate: 0.126504 loss_vfl: 0.805015 loss_bbox: 0.287986 loss_dfl: 0.190661 loss: 1.258296 eta: 4 days, 18:50:28 batch_cost: 2.1517 data_cost: 0.0009 ips: 13.0127 images/s [11/15 09:16:11] ppdet.engine INFO: Epoch: [41] [1520/3251] learning_rate: 0.126486 loss_vfl: 0.826829 loss_bbox: 0.272992 loss_dfl: 0.178927 loss: 1.281013 eta: 4 days, 18:49:48 batch_cost: 2.3054 data_cost: 0.0009 ips: 12.1453 images/s [11/15 09:16:55] ppdet.engine INFO: Epoch: [41] [1540/3251] learning_rate: 0.126467 loss_vfl: 0.827949 loss_bbox: 0.306347 loss_dfl: 0.202479 loss: 1.337946 eta: 4 days, 18:49:01 batch_cost: 2.0312 data_cost: 0.0010 ips: 13.7847 images/s [11/15 09:17:43] ppdet.engine INFO: Epoch: [41] [1560/3251] learning_rate: 0.126448 loss_vfl: 0.819682 loss_bbox: 0.274658 loss_dfl: 0.177640 loss: 1.325823 eta: 4 days, 18:48:20 batch_cost: 2.2436 data_cost: 0.0009 ips: 12.4801 images/s [11/15 09:18:29] ppdet.engine INFO: Epoch: [41] [1580/3251] learning_rate: 0.126430 loss_vfl: 0.791217 loss_bbox: 0.285462 loss_dfl: 0.183810 loss: 1.278283 eta: 4 days, 18:47:36 batch_cost: 2.1595 data_cost: 0.0011 ips: 12.9661 images/s [11/15 09:19:17] ppdet.engine INFO: Epoch: [41] [1600/3251] learning_rate: 0.126411 loss_vfl: 0.813901 loss_bbox: 0.283824 loss_dfl: 0.194001 loss: 1.311154 eta: 4 days, 18:46:54 batch_cost: 2.2501 data_cost: 0.0010 ips: 12.4438 images/s [11/15 09:20:04] ppdet.engine INFO: Epoch: [41] [1620/3251] learning_rate: 0.126392 loss_vfl: 0.803354 loss_bbox: 0.262177 loss_dfl: 0.178053 loss: 1.230493 eta: 4 days, 18:46:11 batch_cost: 2.1561 data_cost: 0.0011 ips: 12.9863 images/s [11/15 09:20:49] ppdet.engine INFO: Epoch: [41] [1640/3251] learning_rate: 0.126374 loss_vfl: 0.803393 loss_bbox: 0.276519 loss_dfl: 0.182379 loss: 1.260575 eta: 4 days, 18:45:23 batch_cost: 2.0311 data_cost: 0.0010 ips: 13.7858 images/s [11/15 09:21:35] ppdet.engine INFO: Epoch: [41] [1660/3251] learning_rate: 0.126355 loss_vfl: 0.808771 loss_bbox: 0.304959 loss_dfl: 0.199006 loss: 1.313853 eta: 4 days, 18:44:42 batch_cost: 2.2422 data_cost: 0.0010 ips: 12.4879 images/s [11/15 09:22:23] ppdet.engine INFO: Epoch: [41] [1680/3251] learning_rate: 0.126337 loss_vfl: 0.812124 loss_bbox: 0.288000 loss_dfl: 0.193561 loss: 1.321204 eta: 4 days, 18:43:59 batch_cost: 2.1964 data_cost: 0.0009 ips: 12.7479 images/s [11/15 09:23:09] ppdet.engine INFO: Epoch: [41] [1700/3251] learning_rate: 0.126318 loss_vfl: 0.855417 loss_bbox: 0.268335 loss_dfl: 0.181310 loss: 1.319060 eta: 4 days, 18:43:13 batch_cost: 2.0701 data_cost: 0.0010 ips: 13.5259 images/s [11/15 09:23:55] ppdet.engine INFO: Epoch: [41] [1720/3251] learning_rate: 0.126299 loss_vfl: 0.826562 loss_bbox: 0.283819 loss_dfl: 0.174829 loss: 1.281932 eta: 4 days, 18:42:31 batch_cost: 2.2333 data_cost: 0.0011 ips: 12.5374 images/s [11/15 09:24:42] ppdet.engine INFO: Epoch: [41] [1740/3251] learning_rate: 0.126281 loss_vfl: 0.812199 loss_bbox: 0.311228 loss_dfl: 0.197802 loss: 1.288345 eta: 4 days, 18:41:47 batch_cost: 2.1432 data_cost: 0.0013 ips: 13.0643 images/s [11/15 09:25:28] ppdet.engine INFO: Epoch: [41] [1760/3251] learning_rate: 0.126262 loss_vfl: 0.817213 loss_bbox: 0.271454 loss_dfl: 0.176974 loss: 1.258760 eta: 4 days, 18:41:03 batch_cost: 2.1811 data_cost: 0.0009 ips: 12.8377 images/s [11/15 09:26:14] ppdet.engine INFO: Epoch: [41] [1780/3251] learning_rate: 0.126243 loss_vfl: 0.808518 loss_bbox: 0.268020 loss_dfl: 0.184370 loss: 1.280509 eta: 4 days, 18:40:20 batch_cost: 2.1859 data_cost: 0.0009 ips: 12.8096 images/s [11/15 09:26:59] ppdet.engine INFO: Epoch: [41] [1800/3251] learning_rate: 0.126225 loss_vfl: 0.829112 loss_bbox: 0.270509 loss_dfl: 0.178535 loss: 1.295007 eta: 4 days, 18:39:35 batch_cost: 2.1083 data_cost: 0.0010 ips: 13.2808 images/s [11/15 09:27:44] ppdet.engine INFO: Epoch: [41] [1820/3251] learning_rate: 0.126206 loss_vfl: 0.829220 loss_bbox: 0.283255 loss_dfl: 0.194935 loss: 1.307749 eta: 4 days, 18:38:50 batch_cost: 2.1078 data_cost: 0.0009 ips: 13.2841 images/s [11/15 09:28:29] ppdet.engine INFO: Epoch: [41] [1840/3251] learning_rate: 0.126187 loss_vfl: 0.823418 loss_bbox: 0.281998 loss_dfl: 0.186928 loss: 1.289861 eta: 4 days, 18:38:03 batch_cost: 2.0478 data_cost: 0.0010 ips: 13.6730 images/s [11/15 09:29:14] ppdet.engine INFO: Epoch: [41] [1860/3251] learning_rate: 0.126169 loss_vfl: 0.791671 loss_bbox: 0.320140 loss_dfl: 0.201667 loss: 1.343061 eta: 4 days, 18:37:18 batch_cost: 2.1248 data_cost: 0.0010 ips: 13.1777 images/s [11/15 09:30:03] ppdet.engine INFO: Epoch: [41] [1880/3251] learning_rate: 0.126150 loss_vfl: 0.827739 loss_bbox: 0.275684 loss_dfl: 0.189241 loss: 1.283418 eta: 4 days, 18:36:37 batch_cost: 2.2625 data_cost: 0.0009 ips: 12.3759 images/s [11/15 09:30:48] ppdet.engine INFO: Epoch: [41] [1900/3251] learning_rate: 0.126131 loss_vfl: 0.801159 loss_bbox: 0.287066 loss_dfl: 0.191361 loss: 1.294251 eta: 4 days, 18:35:53 batch_cost: 2.1557 data_cost: 0.0010 ips: 12.9889 images/s [11/15 09:31:35] ppdet.engine INFO: Epoch: [41] [1920/3251] learning_rate: 0.126113 loss_vfl: 0.805279 loss_bbox: 0.246383 loss_dfl: 0.168698 loss: 1.197259 eta: 4 days, 18:35:11 batch_cost: 2.2306 data_cost: 0.0010 ips: 12.5529 images/s [11/15 09:32:21] ppdet.engine INFO: Epoch: [41] [1940/3251] learning_rate: 0.126094 loss_vfl: 0.821937 loss_bbox: 0.275529 loss_dfl: 0.185796 loss: 1.313586 eta: 4 days, 18:34:28 batch_cost: 2.1641 data_cost: 0.0009 ips: 12.9382 images/s [11/15 09:33:08] ppdet.engine INFO: Epoch: [41] [1960/3251] learning_rate: 0.126075 loss_vfl: 0.821595 loss_bbox: 0.294991 loss_dfl: 0.206421 loss: 1.360248 eta: 4 days, 18:33:43 batch_cost: 2.1397 data_cost: 0.0010 ips: 13.0862 images/s [11/15 09:33:55] ppdet.engine INFO: Epoch: [41] [1980/3251] learning_rate: 0.126057 loss_vfl: 0.826131 loss_bbox: 0.284618 loss_dfl: 0.199868 loss: 1.324051 eta: 4 days, 18:33:02 batch_cost: 2.2396 data_cost: 0.0011 ips: 12.5023 images/s [11/15 09:34:45] ppdet.engine INFO: Epoch: [41] [2000/3251] learning_rate: 0.126038 loss_vfl: 0.807518 loss_bbox: 0.277235 loss_dfl: 0.186683 loss: 1.304413 eta: 4 days, 18:32:23 batch_cost: 2.3240 data_cost: 0.0011 ips: 12.0483 images/s [11/15 09:35:31] ppdet.engine INFO: Epoch: [41] [2020/3251] learning_rate: 0.126019 loss_vfl: 0.830103 loss_bbox: 0.260474 loss_dfl: 0.165228 loss: 1.266694 eta: 4 days, 18:31:40 batch_cost: 2.2007 data_cost: 0.0009 ips: 12.7235 images/s [11/15 09:36:17] ppdet.engine INFO: Epoch: [41] [2040/3251] learning_rate: 0.126001 loss_vfl: 0.825788 loss_bbox: 0.284827 loss_dfl: 0.185329 loss: 1.290468 eta: 4 days, 18:30:58 batch_cost: 2.2392 data_cost: 0.0009 ips: 12.5045 images/s [11/15 09:37:03] ppdet.engine INFO: Epoch: [41] [2060/3251] learning_rate: 0.125982 loss_vfl: 0.822623 loss_bbox: 0.273512 loss_dfl: 0.182891 loss: 1.290798 eta: 4 days, 18:30:14 batch_cost: 2.1259 data_cost: 0.0011 ips: 13.1709 images/s [11/15 09:37:50] ppdet.engine INFO: Epoch: [41] [2080/3251] learning_rate: 0.125963 loss_vfl: 0.830211 loss_bbox: 0.279733 loss_dfl: 0.184605 loss: 1.276779 eta: 4 days, 18:29:31 batch_cost: 2.2062 data_cost: 0.0106 ips: 12.6917 images/s [11/15 09:38:35] ppdet.engine INFO: Epoch: [41] [2100/3251] learning_rate: 0.125945 loss_vfl: 0.822379 loss_bbox: 0.276450 loss_dfl: 0.188457 loss: 1.282932 eta: 4 days, 18:28:45 batch_cost: 2.0965 data_cost: 0.0009 ips: 13.3556 images/s [11/15 09:39:19] ppdet.engine INFO: Epoch: [41] [2120/3251] learning_rate: 0.125926 loss_vfl: 0.788503 loss_bbox: 0.306069 loss_dfl: 0.199378 loss: 1.282539 eta: 4 days, 18:28:00 batch_cost: 2.0897 data_cost: 0.0012 ips: 13.3992 images/s [11/15 09:40:04] ppdet.engine INFO: Epoch: [41] [2140/3251] learning_rate: 0.125907 loss_vfl: 0.835121 loss_bbox: 0.272142 loss_dfl: 0.178222 loss: 1.289704 eta: 4 days, 18:27:15 batch_cost: 2.1423 data_cost: 0.0009 ips: 13.0699 images/s [11/15 09:40:50] ppdet.engine INFO: Epoch: [41] [2160/3251] learning_rate: 0.125889 loss_vfl: 0.810968 loss_bbox: 0.302784 loss_dfl: 0.198958 loss: 1.333905 eta: 4 days, 18:26:33 batch_cost: 2.2099 data_cost: 0.0009 ips: 12.6702 images/s [11/15 09:41:38] ppdet.engine INFO: Epoch: [41] [2180/3251] learning_rate: 0.125870 loss_vfl: 0.820928 loss_bbox: 0.293113 loss_dfl: 0.186789 loss: 1.285722 eta: 4 days, 18:25:51 batch_cost: 2.2099 data_cost: 0.0010 ips: 12.6702 images/s [11/15 09:42:25] ppdet.engine INFO: Epoch: [41] [2200/3251] learning_rate: 0.125851 loss_vfl: 0.819118 loss_bbox: 0.291404 loss_dfl: 0.198073 loss: 1.288656 eta: 4 days, 18:25:08 batch_cost: 2.2174 data_cost: 0.0009 ips: 12.6276 images/s [11/15 09:43:11] ppdet.engine INFO: Epoch: [41] [2220/3251] learning_rate: 0.125833 loss_vfl: 0.813779 loss_bbox: 0.294787 loss_dfl: 0.193058 loss: 1.308614 eta: 4 days, 18:24:25 batch_cost: 2.1654 data_cost: 0.0016 ips: 12.9304 images/s [11/15 09:43:57] ppdet.engine INFO: Epoch: [41] [2240/3251] learning_rate: 0.125814 loss_vfl: 0.839122 loss_bbox: 0.264091 loss_dfl: 0.182486 loss: 1.287236 eta: 4 days, 18:23:42 batch_cost: 2.1955 data_cost: 0.0013 ips: 12.7533 images/s [11/15 09:44:44] ppdet.engine INFO: Epoch: [41] [2260/3251] learning_rate: 0.125795 loss_vfl: 0.811449 loss_bbox: 0.303046 loss_dfl: 0.196947 loss: 1.341472 eta: 4 days, 18:22:59 batch_cost: 2.2031 data_cost: 0.0009 ips: 12.7094 images/s [11/15 09:45:31] ppdet.engine INFO: Epoch: [41] [2280/3251] learning_rate: 0.125777 loss_vfl: 0.798875 loss_bbox: 0.310974 loss_dfl: 0.206009 loss: 1.301736 eta: 4 days, 18:22:18 batch_cost: 2.2554 data_cost: 0.0011 ips: 12.4145 images/s [11/15 09:46:18] ppdet.engine INFO: Epoch: [41] [2300/3251] learning_rate: 0.125758 loss_vfl: 0.830670 loss_bbox: 0.262951 loss_dfl: 0.176754 loss: 1.284100 eta: 4 days, 18:21:35 batch_cost: 2.1650 data_cost: 0.0011 ips: 12.9331 images/s [11/15 09:47:05] ppdet.engine INFO: Epoch: [41] [2320/3251] learning_rate: 0.125739 loss_vfl: 0.837007 loss_bbox: 0.310251 loss_dfl: 0.181369 loss: 1.340828 eta: 4 days, 18:20:51 batch_cost: 2.1632 data_cost: 0.0012 ips: 12.9436 images/s [11/15 09:47:53] ppdet.engine INFO: Epoch: [41] [2340/3251] learning_rate: 0.125721 loss_vfl: 0.801275 loss_bbox: 0.291405 loss_dfl: 0.188437 loss: 1.276645 eta: 4 days, 18:20:09 batch_cost: 2.2342 data_cost: 0.0010 ips: 12.5323 images/s [11/15 09:48:39] ppdet.engine INFO: Epoch: [41] [2360/3251] learning_rate: 0.125702 loss_vfl: 0.808916 loss_bbox: 0.271825 loss_dfl: 0.174770 loss: 1.262090 eta: 4 days, 18:19:26 batch_cost: 2.1689 data_cost: 0.0011 ips: 12.9098 images/s [11/15 09:49:24] ppdet.engine INFO: Epoch: [41] [2380/3251] learning_rate: 0.125683 loss_vfl: 0.827909 loss_bbox: 0.258355 loss_dfl: 0.171638 loss: 1.260437 eta: 4 days, 18:18:42 batch_cost: 2.1781 data_cost: 0.0010 ips: 12.8551 images/s [11/15 09:50:09] ppdet.engine INFO: Epoch: [41] [2400/3251] learning_rate: 0.125665 loss_vfl: 0.819463 loss_bbox: 0.294207 loss_dfl: 0.196347 loss: 1.307307 eta: 4 days, 18:17:57 batch_cost: 2.0939 data_cost: 0.0010 ips: 13.3720 images/s [11/15 09:50:56] ppdet.engine INFO: Epoch: [41] [2420/3251] learning_rate: 0.125646 loss_vfl: 0.827435 loss_bbox: 0.285821 loss_dfl: 0.189789 loss: 1.292051 eta: 4 days, 18:17:15 batch_cost: 2.2362 data_cost: 0.0010 ips: 12.5213 images/s [11/15 09:51:44] ppdet.engine INFO: Epoch: [41] [2440/3251] learning_rate: 0.125627 loss_vfl: 0.801225 loss_bbox: 0.254187 loss_dfl: 0.172885 loss: 1.228488 eta: 4 days, 18:16:32 batch_cost: 2.2034 data_cost: 0.0010 ips: 12.7077 images/s [11/15 09:52:31] ppdet.engine INFO: Epoch: [41] [2460/3251] learning_rate: 0.125609 loss_vfl: 0.827317 loss_bbox: 0.271983 loss_dfl: 0.178723 loss: 1.260546 eta: 4 days, 18:15:51 batch_cost: 2.2405 data_cost: 0.0009 ips: 12.4971 images/s [11/15 09:53:17] ppdet.engine INFO: Epoch: [41] [2480/3251] learning_rate: 0.125590 loss_vfl: 0.823926 loss_bbox: 0.289746 loss_dfl: 0.187165 loss: 1.320888 eta: 4 days, 18:15:07 batch_cost: 2.1521 data_cost: 0.0009 ips: 13.0103 images/s [11/15 09:54:04] ppdet.engine INFO: Epoch: [41] [2500/3251] learning_rate: 0.125571 loss_vfl: 0.810477 loss_bbox: 0.283195 loss_dfl: 0.194085 loss: 1.287880 eta: 4 days, 18:14:25 batch_cost: 2.2107 data_cost: 0.0010 ips: 12.6655 images/s [11/15 09:54:50] ppdet.engine INFO: Epoch: [41] [2520/3251] learning_rate: 0.125553 loss_vfl: 0.848602 loss_bbox: 0.318491 loss_dfl: 0.198604 loss: 1.353068 eta: 4 days, 18:13:41 batch_cost: 2.1859 data_cost: 0.0010 ips: 12.8093 images/s [11/15 09:55:36] ppdet.engine INFO: Epoch: [41] [2540/3251] learning_rate: 0.125534 loss_vfl: 0.828817 loss_bbox: 0.286323 loss_dfl: 0.171018 loss: 1.299737 eta: 4 days, 18:12:57 batch_cost: 2.1376 data_cost: 0.0085 ips: 13.0989 images/s [11/15 09:56:23] ppdet.engine INFO: Epoch: [41] [2560/3251] learning_rate: 0.125515 loss_vfl: 0.811915 loss_bbox: 0.297017 loss_dfl: 0.187789 loss: 1.326424 eta: 4 days, 18:12:16 batch_cost: 2.2462 data_cost: 0.0009 ips: 12.4653 images/s [11/15 09:57:08] ppdet.engine INFO: Epoch: [41] [2580/3251] learning_rate: 0.125497 loss_vfl: 0.809288 loss_bbox: 0.294832 loss_dfl: 0.191113 loss: 1.315128 eta: 4 days, 18:11:31 batch_cost: 2.1281 data_cost: 0.0009 ips: 13.1570 images/s [11/15 09:57:55] ppdet.engine INFO: Epoch: [41] [2600/3251] learning_rate: 0.125478 loss_vfl: 0.800702 loss_bbox: 0.274981 loss_dfl: 0.198141 loss: 1.273013 eta: 4 days, 18:10:49 batch_cost: 2.2143 data_cost: 0.0011 ips: 12.6452 images/s [11/15 09:58:43] ppdet.engine INFO: Epoch: [41] [2620/3251] learning_rate: 0.125459 loss_vfl: 0.828105 loss_bbox: 0.284098 loss_dfl: 0.190625 loss: 1.293739 eta: 4 days, 18:10:07 batch_cost: 2.2221 data_cost: 0.0011 ips: 12.6006 images/s [11/15 09:59:30] ppdet.engine INFO: Epoch: [41] [2640/3251] learning_rate: 0.125440 loss_vfl: 0.823718 loss_bbox: 0.299927 loss_dfl: 0.198591 loss: 1.342171 eta: 4 days, 18:09:26 batch_cost: 2.2815 data_cost: 0.0011 ips: 12.2728 images/s [11/15 10:00:16] ppdet.engine INFO: Epoch: [41] [2660/3251] learning_rate: 0.125422 loss_vfl: 0.808430 loss_bbox: 0.257727 loss_dfl: 0.172212 loss: 1.236540 eta: 4 days, 18:08:43 batch_cost: 2.1656 data_cost: 0.0011 ips: 12.9296 images/s [11/15 10:01:04] ppdet.engine INFO: Epoch: [41] [2680/3251] learning_rate: 0.125403 loss_vfl: 0.836994 loss_bbox: 0.312841 loss_dfl: 0.191198 loss: 1.333916 eta: 4 days, 18:08:00 batch_cost: 2.2138 data_cost: 0.0010 ips: 12.6477 images/s [11/15 10:01:49] ppdet.engine INFO: Epoch: [41] [2700/3251] learning_rate: 0.125384 loss_vfl: 0.799159 loss_bbox: 0.278397 loss_dfl: 0.192070 loss: 1.255669 eta: 4 days, 18:07:16 batch_cost: 2.1521 data_cost: 0.0010 ips: 13.0108 images/s [11/15 10:02:35] ppdet.engine INFO: Epoch: [41] [2720/3251] learning_rate: 0.125366 loss_vfl: 0.809543 loss_bbox: 0.291092 loss_dfl: 0.188635 loss: 1.278165 eta: 4 days, 18:06:34 batch_cost: 2.2067 data_cost: 0.0009 ips: 12.6888 images/s [11/15 10:03:20] ppdet.engine INFO: Epoch: [41] [2740/3251] learning_rate: 0.125347 loss_vfl: 0.821834 loss_bbox: 0.294141 loss_dfl: 0.173396 loss: 1.297740 eta: 4 days, 18:05:51 batch_cost: 2.1979 data_cost: 0.0009 ips: 12.7393 images/s [11/15 10:04:07] ppdet.engine INFO: Epoch: [41] [2760/3251] learning_rate: 0.125328 loss_vfl: 0.816484 loss_bbox: 0.318136 loss_dfl: 0.204229 loss: 1.337317 eta: 4 days, 18:05:09 batch_cost: 2.2163 data_cost: 0.0009 ips: 12.6337 images/s [11/15 10:04:53] ppdet.engine INFO: Epoch: [41] [2780/3251] learning_rate: 0.125310 loss_vfl: 0.786560 loss_bbox: 0.268543 loss_dfl: 0.183371 loss: 1.282634 eta: 4 days, 18:04:25 batch_cost: 2.1786 data_cost: 0.0010 ips: 12.8522 images/s [11/15 10:05:40] ppdet.engine INFO: Epoch: [41] [2800/3251] learning_rate: 0.125291 loss_vfl: 0.827534 loss_bbox: 0.280868 loss_dfl: 0.190922 loss: 1.302520 eta: 4 days, 18:03:43 batch_cost: 2.2117 data_cost: 0.0010 ips: 12.6602 images/s [11/15 10:06:23] ppdet.engine INFO: Epoch: [41] [2820/3251] learning_rate: 0.125272 loss_vfl: 0.803748 loss_bbox: 0.303928 loss_dfl: 0.194072 loss: 1.316425 eta: 4 days, 18:02:57 batch_cost: 2.0728 data_cost: 0.0010 ips: 13.5086 images/s [11/15 10:07:11] ppdet.engine INFO: Epoch: [41] [2840/3251] learning_rate: 0.125253 loss_vfl: 0.810443 loss_bbox: 0.297260 loss_dfl: 0.194551 loss: 1.312628 eta: 4 days, 18:02:17 batch_cost: 2.2979 data_cost: 0.0011 ips: 12.1848 images/s [11/15 10:07:59] ppdet.engine INFO: Epoch: [41] [2860/3251] learning_rate: 0.125235 loss_vfl: 0.819725 loss_bbox: 0.273913 loss_dfl: 0.182012 loss: 1.281088 eta: 4 days, 18:01:36 batch_cost: 2.2747 data_cost: 0.0012 ips: 12.3095 images/s [11/15 10:08:45] ppdet.engine INFO: Epoch: [41] [2880/3251] learning_rate: 0.125216 loss_vfl: 0.816424 loss_bbox: 0.271239 loss_dfl: 0.176279 loss: 1.263319 eta: 4 days, 18:00:54 batch_cost: 2.2100 data_cost: 0.0009 ips: 12.6697 images/s [11/15 10:09:33] ppdet.engine INFO: Epoch: [41] [2900/3251] learning_rate: 0.125197 loss_vfl: 0.800973 loss_bbox: 0.269220 loss_dfl: 0.179405 loss: 1.234314 eta: 4 days, 18:00:11 batch_cost: 2.1761 data_cost: 0.0014 ips: 12.8668 images/s [11/15 10:10:20] ppdet.engine INFO: Epoch: [41] [2920/3251] learning_rate: 0.125179 loss_vfl: 0.810806 loss_bbox: 0.271277 loss_dfl: 0.175815 loss: 1.258645 eta: 4 days, 17:59:29 batch_cost: 2.2394 data_cost: 0.0010 ips: 12.5032 images/s [11/15 10:11:07] ppdet.engine INFO: Epoch: [41] [2940/3251] learning_rate: 0.125160 loss_vfl: 0.834366 loss_bbox: 0.278628 loss_dfl: 0.181890 loss: 1.286975 eta: 4 days, 17:58:46 batch_cost: 2.2012 data_cost: 0.0009 ips: 12.7201 images/s [11/15 10:11:54] ppdet.engine INFO: Epoch: [41] [2960/3251] learning_rate: 0.125141 loss_vfl: 0.818835 loss_bbox: 0.293617 loss_dfl: 0.191668 loss: 1.301986 eta: 4 days, 17:58:03 batch_cost: 2.1800 data_cost: 0.0009 ips: 12.8441 images/s [11/15 10:12:39] ppdet.engine INFO: Epoch: [41] [2980/3251] learning_rate: 0.125123 loss_vfl: 0.833741 loss_bbox: 0.282287 loss_dfl: 0.186924 loss: 1.314871 eta: 4 days, 17:57:17 batch_cost: 2.0682 data_cost: 0.0011 ips: 13.5382 images/s [11/15 10:13:26] ppdet.engine INFO: Epoch: [41] [3000/3251] learning_rate: 0.125104 loss_vfl: 0.812766 loss_bbox: 0.285255 loss_dfl: 0.180430 loss: 1.286402 eta: 4 days, 17:56:35 batch_cost: 2.2366 data_cost: 0.0011 ips: 12.5188 images/s [11/15 10:14:12] ppdet.engine INFO: Epoch: [41] [3020/3251] learning_rate: 0.125085 loss_vfl: 0.791127 loss_bbox: 0.295254 loss_dfl: 0.184416 loss: 1.280275 eta: 4 days, 17:55:53 batch_cost: 2.2094 data_cost: 0.0010 ips: 12.6732 images/s [11/15 10:14:59] ppdet.engine INFO: Epoch: [41] [3040/3251] learning_rate: 0.125066 loss_vfl: 0.813153 loss_bbox: 0.276257 loss_dfl: 0.177649 loss: 1.237011 eta: 4 days, 17:55:11 batch_cost: 2.2367 data_cost: 0.0009 ips: 12.5182 images/s [11/15 10:15:46] ppdet.engine INFO: Epoch: [41] [3060/3251] learning_rate: 0.125048 loss_vfl: 0.818928 loss_bbox: 0.284488 loss_dfl: 0.183218 loss: 1.287604 eta: 4 days, 17:54:28 batch_cost: 2.2023 data_cost: 0.0009 ips: 12.7141 images/s [11/15 10:16:31] ppdet.engine INFO: Epoch: [41] [3080/3251] learning_rate: 0.125029 loss_vfl: 0.798734 loss_bbox: 0.337753 loss_dfl: 0.211935 loss: 1.358972 eta: 4 days, 17:53:44 batch_cost: 2.1591 data_cost: 0.0009 ips: 12.9681 images/s [11/15 10:17:18] ppdet.engine INFO: Epoch: [41] [3100/3251] learning_rate: 0.125010 loss_vfl: 0.817041 loss_bbox: 0.311350 loss_dfl: 0.199176 loss: 1.330798 eta: 4 days, 17:53:02 batch_cost: 2.1917 data_cost: 0.0010 ips: 12.7756 images/s [11/15 10:18:04] ppdet.engine INFO: Epoch: [41] [3120/3251] learning_rate: 0.124992 loss_vfl: 0.830276 loss_bbox: 0.269116 loss_dfl: 0.179053 loss: 1.272101 eta: 4 days, 17:52:19 batch_cost: 2.1962 data_cost: 0.0015 ips: 12.7494 images/s [11/15 10:18:52] ppdet.engine INFO: Epoch: [41] [3140/3251] learning_rate: 0.124973 loss_vfl: 0.822274 loss_bbox: 0.283909 loss_dfl: 0.193582 loss: 1.278779 eta: 4 days, 17:51:37 batch_cost: 2.2269 data_cost: 0.0012 ips: 12.5735 images/s [11/15 10:19:39] ppdet.engine INFO: Epoch: [41] [3160/3251] learning_rate: 0.124954 loss_vfl: 0.832897 loss_bbox: 0.293583 loss_dfl: 0.197281 loss: 1.304745 eta: 4 days, 17:50:54 batch_cost: 2.2039 data_cost: 0.0014 ips: 12.7045 images/s [11/15 10:20:24] ppdet.engine INFO: Epoch: [41] [3180/3251] learning_rate: 0.124935 loss_vfl: 0.824509 loss_bbox: 0.276929 loss_dfl: 0.182519 loss: 1.297899 eta: 4 days, 17:50:11 batch_cost: 2.1706 data_cost: 0.0010 ips: 12.8996 images/s [11/15 10:21:09] ppdet.engine INFO: Epoch: [41] [3200/3251] learning_rate: 0.124917 loss_vfl: 0.785142 loss_bbox: 0.287975 loss_dfl: 0.190457 loss: 1.306134 eta: 4 days, 17:49:25 batch_cost: 2.0958 data_cost: 0.0010 ips: 13.3598 images/s [11/15 10:21:56] ppdet.engine INFO: Epoch: [41] [3220/3251] learning_rate: 0.124898 loss_vfl: 0.817238 loss_bbox: 0.244498 loss_dfl: 0.168731 loss: 1.249182 eta: 4 days, 17:48:44 batch_cost: 2.2380 data_cost: 0.0009 ips: 12.5109 images/s [11/15 10:22:41] ppdet.engine INFO: Epoch: [41] [3240/3251] learning_rate: 0.124879 loss_vfl: 0.821607 loss_bbox: 0.262721 loss_dfl: 0.176132 loss: 1.264344 eta: 4 days, 17:47:59 batch_cost: 2.1275 data_cost: 0.0017 ips: 13.1607 images/s [11/15 10:22:58] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_lcnet_2_5x_640_mainbody [11/15 10:22:58] ppdet.engine INFO: Eval iter: 0 [11/15 10:23:47] ppdet.engine INFO: Eval iter: 100 [11/15 10:24:13] ppdet.engine INFO: Eval iter: 200 [11/15 10:24:40] ppdet.engine INFO: Eval iter: 300 [11/15 10:25:08] ppdet.engine INFO: Eval iter: 400 [11/15 10:25:35] ppdet.engine INFO: Eval iter: 500 [11/15 10:26:03] ppdet.engine INFO: Eval iter: 600 [11/15 10:26:32] ppdet.engine INFO: Eval iter: 700 [11/15 10:27:01] ppdet.engine INFO: Eval iter: 800 [11/15 10:27:29] ppdet.engine INFO: Eval iter: 900 [11/15 10:27:56] ppdet.engine INFO: Eval iter: 1000 [11/15 10:28:22] ppdet.engine INFO: Eval iter: 1100 [11/15 10:28:49] ppdet.engine INFO: Eval iter: 1200 [11/15 10:29:15] ppdet.engine INFO: Eval iter: 1300 [11/15 10:29:40] ppdet.engine INFO: Eval iter: 1400 [11/15 10:30:08] ppdet.engine INFO: Eval iter: 1500 [11/15 10:30:35] ppdet.engine INFO: Eval iter: 1600 [11/15 10:31:03] ppdet.engine INFO: Eval iter: 1700 [11/15 10:31:29] ppdet.engine INFO: Eval iter: 1800 [11/15 10:31:55] ppdet.engine INFO: Eval iter: 1900 [11/15 10:32:23] ppdet.engine INFO: Eval iter: 2000 [11/15 10:32:49] ppdet.engine INFO: Eval iter: 2100 [11/15 10:33:17] ppdet.engine INFO: Eval iter: 2200 [11/15 10:33:44] ppdet.engine INFO: Eval iter: 2300 [11/15 10:34:42] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json. loading annotations into memory... Done (t=2.14s) creating index... index created! [11/15 10:34:44] ppdet.metrics.coco_utils INFO: Start evaluate... Loading and preparing results... DONE (t=15.57s) creating index... index created! Running per image evaluation... Evaluate annotation type *bbox* DONE (t=376.99s). Accumulating evaluation results... DONE (t=29.26s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.397 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.599 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.423 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.206 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.432 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.531 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.082 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.390 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.596 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.347 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.615 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.763 [11/15 10:41:50] ppdet.engine INFO: Total sample number: 19074, averge FPS: 28.477071181464254 [11/15 10:41:50] ppdet.engine INFO: Best test bbox ap is 0.399. [11/15 10:41:52] ppdet.engine INFO: Epoch: [42] [ 0/3251] learning_rate: 0.124869 loss_vfl: 0.822008 loss_bbox: 0.274456 loss_dfl: 0.180291 loss: 1.270536 eta: 4 days, 17:47:15 batch_cost: 1.4135 data_cost: 0.0016 ips: 19.8093 images/s [11/15 10:42:38] ppdet.engine INFO: Epoch: [42] [ 20/3251] learning_rate: 0.124850 loss_vfl: 0.810192 loss_bbox: 0.269083 loss_dfl: 0.175204 loss: 1.292545 eta: 4 days, 17:46:33 batch_cost: 2.2286 data_cost: 0.0013 ips: 12.5637 images/s [11/15 10:43:24] ppdet.engine INFO: Epoch: [42] [ 40/3251] learning_rate: 0.124832 loss_vfl: 0.793067 loss_bbox: 0.280087 loss_dfl: 0.189940 loss: 1.278810 eta: 4 days, 17:45:50 batch_cost: 2.1883 data_cost: 0.0012 ips: 12.7956 images/s [11/15 10:44:09] ppdet.engine INFO: Epoch: [42] [ 60/3251] learning_rate: 0.124813 loss_vfl: 0.804769 loss_bbox: 0.288342 loss_dfl: 0.189866 loss: 1.308428 eta: 4 days, 17:45:04 batch_cost: 2.0763 data_cost: 0.0009 ips: 13.4854 images/s [11/15 10:44:56] ppdet.engine INFO: Epoch: [42] [ 80/3251] learning_rate: 0.124794 loss_vfl: 0.822800 loss_bbox: 0.313438 loss_dfl: 0.189439 loss: 1.323247 eta: 4 days, 17:44:22 batch_cost: 2.2292 data_cost: 0.0011 ips: 12.5603 images/s [11/15 10:45:43] ppdet.engine INFO: Epoch: [42] [ 100/3251] learning_rate: 0.124775 loss_vfl: 0.793122 loss_bbox: 0.277488 loss_dfl: 0.179858 loss: 1.276594 eta: 4 days, 17:43:39 batch_cost: 2.1847 data_cost: 0.0013 ips: 12.8163 images/s [11/15 10:46:30] ppdet.engine INFO: Epoch: [42] [ 120/3251] learning_rate: 0.124757 loss_vfl: 0.815161 loss_bbox: 0.311232 loss_dfl: 0.202669 loss: 1.328946 eta: 4 days, 17:42:57 batch_cost: 2.2243 data_cost: 0.0011 ips: 12.5881 images/s [11/15 10:47:16] ppdet.engine INFO: Epoch: [42] [ 140/3251] learning_rate: 0.124738 loss_vfl: 0.843815 loss_bbox: 0.308731 loss_dfl: 0.210240 loss: 1.342956 eta: 4 days, 17:42:14 batch_cost: 2.1912 data_cost: 0.0011 ips: 12.7785 images/s [11/15 10:48:03] ppdet.engine INFO: Epoch: [42] [ 160/3251] learning_rate: 0.124719 loss_vfl: 0.815887 loss_bbox: 0.287529 loss_dfl: 0.194529 loss: 1.340332 eta: 4 days, 17:41:28 batch_cost: 2.0668 data_cost: 0.0010 ips: 13.5478 images/s [11/15 10:48:50] ppdet.engine INFO: Epoch: [42] [ 180/3251] learning_rate: 0.124700 loss_vfl: 0.820035 loss_bbox: 0.292358 loss_dfl: 0.191783 loss: 1.314064 eta: 4 days, 17:40:47 batch_cost: 2.2585 data_cost: 0.0010 ips: 12.3979 images/s [11/15 10:49:37] ppdet.engine INFO: Epoch: [42] [ 200/3251] learning_rate: 0.124682 loss_vfl: 0.798488 loss_bbox: 0.313134 loss_dfl: 0.201981 loss: 1.344157 eta: 4 days, 17:40:04 batch_cost: 2.1796 data_cost: 0.0015 ips: 12.8465 images/s [11/15 10:50:24] ppdet.engine INFO: Epoch: [42] [ 220/3251] learning_rate: 0.124663 loss_vfl: 0.817053 loss_bbox: 0.301758 loss_dfl: 0.197033 loss: 1.346692 eta: 4 days, 17:39:22 batch_cost: 2.2189 data_cost: 0.0009 ips: 12.6187 images/s [11/15 10:51:09] ppdet.engine INFO: Epoch: [42] [ 240/3251] learning_rate: 0.124644 loss_vfl: 0.825962 loss_bbox: 0.285929 loss_dfl: 0.200888 loss: 1.290198 eta: 4 days, 17:38:37 batch_cost: 2.1328 data_cost: 0.0011 ips: 13.1282 images/s [11/15 10:51:56] ppdet.engine INFO: Epoch: [42] [ 260/3251] learning_rate: 0.124626 loss_vfl: 0.812016 loss_bbox: 0.250114 loss_dfl: 0.172750 loss: 1.219141 eta: 4 days, 17:37:53 batch_cost: 2.1691 data_cost: 0.0010 ips: 12.9086 images/s [11/15 10:52:42] ppdet.engine INFO: Epoch: [42] [ 280/3251] learning_rate: 0.124607 loss_vfl: 0.821371 loss_bbox: 0.287284 loss_dfl: 0.180498 loss: 1.307527 eta: 4 days, 17:37:11 batch_cost: 2.2090 data_cost: 0.0010 ips: 12.6753 images/s [11/15 10:53:29] ppdet.engine INFO: Epoch: [42] [ 300/3251] learning_rate: 0.124588 loss_vfl: 0.813865 loss_bbox: 0.292862 loss_dfl: 0.189996 loss: 1.275427 eta: 4 days, 17:36:28 batch_cost: 2.1915 data_cost: 0.0009 ips: 12.7768 images/s [11/15 10:54:17] ppdet.engine INFO: Epoch: [42] [ 320/3251] learning_rate: 0.124569 loss_vfl: 0.820774 loss_bbox: 0.247894 loss_dfl: 0.161986 loss: 1.232329 eta: 4 days, 17:35:48 batch_cost: 2.2976 data_cost: 0.0009 ips: 12.1867 images/s [11/15 10:55:03] ppdet.engine INFO: Epoch: [42] [ 340/3251] learning_rate: 0.124551 loss_vfl: 0.791460 loss_bbox: 0.321620 loss_dfl: 0.211881 loss: 1.341966 eta: 4 days, 17:35:04 batch_cost: 2.1339 data_cost: 0.0009 ips: 13.1215 images/s [11/15 10:55:48] ppdet.engine INFO: Epoch: [42] [ 360/3251] learning_rate: 0.124532 loss_vfl: 0.817353 loss_bbox: 0.309965 loss_dfl: 0.203487 loss: 1.328287 eta: 4 days, 17:34:17 batch_cost: 2.0649 data_cost: 0.0013 ips: 13.5599 images/s [11/15 10:56:33] ppdet.engine INFO: Epoch: [42] [ 380/3251] learning_rate: 0.124513 loss_vfl: 0.798873 loss_bbox: 0.272147 loss_dfl: 0.177991 loss: 1.253601 eta: 4 days, 17:33:31 batch_cost: 2.0920 data_cost: 0.0009 ips: 13.3843 images/s [11/15 10:57:19] ppdet.engine INFO: Epoch: [42] [ 400/3251] learning_rate: 0.124494 loss_vfl: 0.807440 loss_bbox: 0.312028 loss_dfl: 0.206001 loss: 1.350266 eta: 4 days, 17:32:48 batch_cost: 2.1818 data_cost: 0.0009 ips: 12.8336 images/s [11/15 10:58:06] ppdet.engine INFO: Epoch: [42] [ 420/3251] learning_rate: 0.124476 loss_vfl: 0.812046 loss_bbox: 0.330432 loss_dfl: 0.207493 loss: 1.336260 eta: 4 days, 17:32:07 batch_cost: 2.2436 data_cost: 0.0021 ips: 12.4801 images/s [11/15 10:58:52] ppdet.engine INFO: Epoch: [42] [ 440/3251] learning_rate: 0.124457 loss_vfl: 0.815560 loss_bbox: 0.251322 loss_dfl: 0.182838 loss: 1.283962 eta: 4 days, 17:31:23 batch_cost: 2.1650 data_cost: 0.0011 ips: 12.9329 images/s [11/15 10:59:40] ppdet.engine INFO: Epoch: [42] [ 460/3251] learning_rate: 0.124438 loss_vfl: 0.846220 loss_bbox: 0.299426 loss_dfl: 0.201756 loss: 1.339446 eta: 4 days, 17:30:41 batch_cost: 2.2245 data_cost: 0.0011 ips: 12.5869 images/s [11/15 11:00:24] ppdet.engine INFO: Epoch: [42] [ 480/3251] learning_rate: 0.124419 loss_vfl: 0.794305 loss_bbox: 0.276673 loss_dfl: 0.181751 loss: 1.273663 eta: 4 days, 17:29:55 batch_cost: 2.0588 data_cost: 0.0010 ips: 13.5999 images/s [11/15 11:01:12] ppdet.engine INFO: Epoch: [42] [ 500/3251] learning_rate: 0.124401 loss_vfl: 0.825360 loss_bbox: 0.313190 loss_dfl: 0.192015 loss: 1.363757 eta: 4 days, 17:29:14 batch_cost: 2.2690 data_cost: 0.0009 ips: 12.3405 images/s [11/15 11:01:59] ppdet.engine INFO: Epoch: [42] [ 520/3251] learning_rate: 0.124382 loss_vfl: 0.807261 loss_bbox: 0.301419 loss_dfl: 0.197830 loss: 1.311901 eta: 4 days, 17:28:32 batch_cost: 2.2236 data_cost: 0.0009 ips: 12.5925 images/s [11/15 11:02:44] ppdet.engine INFO: Epoch: [42] [ 540/3251] learning_rate: 0.124363 loss_vfl: 0.815293 loss_bbox: 0.270049 loss_dfl: 0.181069 loss: 1.279130 eta: 4 days, 17:27:48 batch_cost: 2.1716 data_cost: 0.0012 ips: 12.8935 images/s [11/15 11:03:31] ppdet.engine INFO: Epoch: [42] [ 560/3251] learning_rate: 0.124344 loss_vfl: 0.815895 loss_bbox: 0.263930 loss_dfl: 0.161599 loss: 1.247702 eta: 4 days, 17:27:06 batch_cost: 2.2066 data_cost: 0.0009 ips: 12.6894 images/s [11/15 11:04:17] ppdet.engine INFO: Epoch: [42] [ 580/3251] learning_rate: 0.124326 loss_vfl: 0.820452 loss_bbox: 0.280289 loss_dfl: 0.195437 loss: 1.276581 eta: 4 days, 17:26:20 batch_cost: 2.0933 data_cost: 0.0009 ips: 13.3760 images/s [11/15 11:05:03] ppdet.engine INFO: Epoch: [42] [ 600/3251] learning_rate: 0.124307 loss_vfl: 0.810565 loss_bbox: 0.291840 loss_dfl: 0.194229 loss: 1.265555 eta: 4 days, 17:25:37 batch_cost: 2.1946 data_cost: 0.0010 ips: 12.7586 images/s [11/15 11:05:53] ppdet.engine INFO: Epoch: [42] [ 620/3251] learning_rate: 0.124288 loss_vfl: 0.810381 loss_bbox: 0.316020 loss_dfl: 0.202326 loss: 1.337572 eta: 4 days, 17:24:57 batch_cost: 2.3079 data_cost: 0.0010 ips: 12.1322 images/s [11/15 11:06:39] ppdet.engine INFO: Epoch: [42] [ 640/3251] learning_rate: 0.124269 loss_vfl: 0.827760 loss_bbox: 0.330301 loss_dfl: 0.207933 loss: 1.367447 eta: 4 days, 17:24:15 batch_cost: 2.2063 data_cost: 0.0009 ips: 12.6910 images/s [11/15 11:07:28] ppdet.engine INFO: Epoch: [42] [ 660/3251] learning_rate: 0.124251 loss_vfl: 0.812309 loss_bbox: 0.262170 loss_dfl: 0.178350 loss: 1.260070 eta: 4 days, 17:23:35 batch_cost: 2.2812 data_cost: 0.0009 ips: 12.2740 images/s [11/15 11:08:15] ppdet.engine INFO: Epoch: [42] [ 680/3251] learning_rate: 0.124232 loss_vfl: 0.827164 loss_bbox: 0.282503 loss_dfl: 0.186203 loss: 1.313275 eta: 4 days, 17:22:53 batch_cost: 2.2439 data_cost: 0.0012 ips: 12.4784 images/s [11/15 11:09:00] ppdet.engine INFO: Epoch: [42] [ 700/3251] learning_rate: 0.124213 loss_vfl: 0.840632 loss_bbox: 0.290347 loss_dfl: 0.198524 loss: 1.340114 eta: 4 days, 17:22:09 batch_cost: 2.1493 data_cost: 0.0009 ips: 13.0275 images/s [11/15 11:09:46] ppdet.engine INFO: Epoch: [42] [ 720/3251] learning_rate: 0.124194 loss_vfl: 0.789426 loss_bbox: 0.276765 loss_dfl: 0.188739 loss: 1.262692 eta: 4 days, 17:21:24 batch_cost: 2.1180 data_cost: 0.0017 ips: 13.2198 images/s [11/15 11:10:33] ppdet.engine INFO: Epoch: [42] [ 740/3251] learning_rate: 0.124176 loss_vfl: 0.807795 loss_bbox: 0.288807 loss_dfl: 0.181907 loss: 1.263428 eta: 4 days, 17:20:40 batch_cost: 2.1476 data_cost: 0.0010 ips: 13.0381 images/s [11/15 11:11:18] ppdet.engine INFO: Epoch: [42] [ 760/3251] learning_rate: 0.124157 loss_vfl: 0.820425 loss_bbox: 0.287474 loss_dfl: 0.192437 loss: 1.285337 eta: 4 days, 17:19:56 batch_cost: 2.1426 data_cost: 0.0012 ips: 13.0683 images/s [11/15 11:12:04] ppdet.engine INFO: Epoch: [42] [ 780/3251] learning_rate: 0.124138 loss_vfl: 0.822064 loss_bbox: 0.265853 loss_dfl: 0.181726 loss: 1.269586 eta: 4 days, 17:19:11 batch_cost: 2.1207 data_cost: 0.0012 ips: 13.2032 images/s [11/15 11:12:50] ppdet.engine INFO: Epoch: [42] [ 800/3251] learning_rate: 0.124119 loss_vfl: 0.814307 loss_bbox: 0.299670 loss_dfl: 0.200895 loss: 1.301616 eta: 4 days, 17:18:28 batch_cost: 2.1891 data_cost: 0.0009 ips: 12.7908 images/s [11/15 11:13:37] ppdet.engine INFO: Epoch: [42] [ 820/3251] learning_rate: 0.124101 loss_vfl: 0.823389 loss_bbox: 0.312070 loss_dfl: 0.196823 loss: 1.339455 eta: 4 days, 17:17:45 batch_cost: 2.2137 data_cost: 0.0009 ips: 12.6484 images/s [11/15 11:14:23] ppdet.engine INFO: Epoch: [42] [ 840/3251] learning_rate: 0.124082 loss_vfl: 0.794915 loss_bbox: 0.265028 loss_dfl: 0.176973 loss: 1.276207 eta: 4 days, 17:17:04 batch_cost: 2.2450 data_cost: 0.0009 ips: 12.4724 images/s [11/15 11:15:11] ppdet.engine INFO: Epoch: [42] [ 860/3251] learning_rate: 0.124063 loss_vfl: 0.792014 loss_bbox: 0.300149 loss_dfl: 0.189632 loss: 1.308657 eta: 4 days, 17:16:20 batch_cost: 2.1691 data_cost: 0.0011 ips: 12.9084 images/s [11/15 11:15:59] ppdet.engine INFO: Epoch: [42] [ 880/3251] learning_rate: 0.124044 loss_vfl: 0.814377 loss_bbox: 0.303945 loss_dfl: 0.198085 loss: 1.307823 eta: 4 days, 17:15:39 batch_cost: 2.2609 data_cost: 0.0017 ips: 12.3843 images/s [11/15 11:16:46] ppdet.engine INFO: Epoch: [42] [ 900/3251] learning_rate: 0.124026 loss_vfl: 0.809644 loss_bbox: 0.265761 loss_dfl: 0.164931 loss: 1.259021 eta: 4 days, 17:14:56 batch_cost: 2.1678 data_cost: 0.0010 ips: 12.9165 images/s [11/15 11:17:32] ppdet.engine INFO: Epoch: [42] [ 920/3251] learning_rate: 0.124007 loss_vfl: 0.809905 loss_bbox: 0.260422 loss_dfl: 0.178026 loss: 1.233673 eta: 4 days, 17:14:13 batch_cost: 2.2053 data_cost: 0.0009 ips: 12.6965 images/s [11/15 11:18:21] ppdet.engine INFO: Epoch: [42] [ 940/3251] learning_rate: 0.123988 loss_vfl: 0.810491 loss_bbox: 0.291230 loss_dfl: 0.193149 loss: 1.290778 eta: 4 days, 17:13:32 batch_cost: 2.2727 data_cost: 0.0010 ips: 12.3202 images/s [11/15 11:19:08] ppdet.engine INFO: Epoch: [42] [ 960/3251] learning_rate: 0.123969 loss_vfl: 0.798812 loss_bbox: 0.254033 loss_dfl: 0.175407 loss: 1.266631 eta: 4 days, 17:12:50 batch_cost: 2.2083 data_cost: 0.0009 ips: 12.6795 images/s [11/15 11:19:53] ppdet.engine INFO: Epoch: [42] [ 980/3251] learning_rate: 0.123951 loss_vfl: 0.818539 loss_bbox: 0.278703 loss_dfl: 0.181009 loss: 1.289924 eta: 4 days, 17:12:06 batch_cost: 2.1372 data_cost: 0.0019 ips: 13.1016 images/s [11/15 11:20:41] ppdet.engine INFO: Epoch: [42] [1000/3251] learning_rate: 0.123932 loss_vfl: 0.810077 loss_bbox: 0.268609 loss_dfl: 0.192739 loss: 1.295292 eta: 4 days, 17:11:24 batch_cost: 2.2287 data_cost: 0.0010 ips: 12.5635 images/s [11/15 11:21:29] ppdet.engine INFO: Epoch: [42] [1020/3251] learning_rate: 0.123913 loss_vfl: 0.799636 loss_bbox: 0.276412 loss_dfl: 0.179705 loss: 1.254161 eta: 4 days, 17:10:42 batch_cost: 2.2425 data_cost: 0.0010 ips: 12.4861 images/s [11/15 11:22:15] ppdet.engine INFO: Epoch: [42] [1040/3251] learning_rate: 0.123894 loss_vfl: 0.808237 loss_bbox: 0.263344 loss_dfl: 0.181673 loss: 1.246960 eta: 4 days, 17:09:59 batch_cost: 2.1933 data_cost: 0.0009 ips: 12.7663 images/s [11/15 11:23:03] ppdet.engine INFO: Epoch: [42] [1060/3251] learning_rate: 0.123876 loss_vfl: 0.814407 loss_bbox: 0.295756 loss_dfl: 0.193356 loss: 1.311963 eta: 4 days, 17:09:18 batch_cost: 2.2400 data_cost: 0.0010 ips: 12.5003 images/s [11/15 11:23:51] ppdet.engine INFO: Epoch: [42] [1080/3251] learning_rate: 0.123857 loss_vfl: 0.805361 loss_bbox: 0.289292 loss_dfl: 0.181957 loss: 1.276924 eta: 4 days, 17:08:37 batch_cost: 2.2720 data_cost: 0.0015 ips: 12.3237 images/s [11/15 11:24:39] ppdet.engine INFO: Epoch: [42] [1100/3251] learning_rate: 0.123838 loss_vfl: 0.810056 loss_bbox: 0.279202 loss_dfl: 0.185776 loss: 1.330597 eta: 4 days, 17:07:55 batch_cost: 2.2276 data_cost: 0.0015 ips: 12.5695 images/s [11/15 11:25:24] ppdet.engine INFO: Epoch: [42] [1120/3251] learning_rate: 0.123819 loss_vfl: 0.834261 loss_bbox: 0.288938 loss_dfl: 0.184734 loss: 1.304752 eta: 4 days, 17:07:11 batch_cost: 2.1465 data_cost: 0.0010 ips: 13.0444 images/s [11/15 11:26:11] ppdet.engine INFO: Epoch: [42] [1140/3251] learning_rate: 0.123800 loss_vfl: 0.798176 loss_bbox: 0.297022 loss_dfl: 0.193772 loss: 1.277416 eta: 4 days, 17:06:27 batch_cost: 2.1798 data_cost: 0.0009 ips: 12.8451 images/s [11/15 11:26:58] ppdet.engine INFO: Epoch: [42] [1160/3251] learning_rate: 0.123782 loss_vfl: 0.807013 loss_bbox: 0.304940 loss_dfl: 0.197942 loss: 1.328980 eta: 4 days, 17:05:44 batch_cost: 2.1731 data_cost: 0.0013 ips: 12.8850 images/s [11/15 11:27:44] ppdet.engine INFO: Epoch: [42] [1180/3251] learning_rate: 0.123763 loss_vfl: 0.836277 loss_bbox: 0.285478 loss_dfl: 0.188243 loss: 1.307557 eta: 4 days, 17:05:00 batch_cost: 2.1658 data_cost: 0.0011 ips: 12.9281 images/s [11/15 11:28:28] ppdet.engine INFO: Epoch: [42] [1200/3251] learning_rate: 0.123744 loss_vfl: 0.816962 loss_bbox: 0.280353 loss_dfl: 0.193157 loss: 1.306815 eta: 4 days, 17:04:15 batch_cost: 2.1103 data_cost: 0.0009 ips: 13.2682 images/s [11/15 11:29:15] ppdet.engine INFO: Epoch: [42] [1220/3251] learning_rate: 0.123725 loss_vfl: 0.791287 loss_bbox: 0.272578 loss_dfl: 0.180082 loss: 1.281019 eta: 4 days, 17:03:32 batch_cost: 2.1613 data_cost: 0.0011 ips: 12.9553 images/s [11/15 11:30:00] ppdet.engine INFO: Epoch: [42] [1240/3251] learning_rate: 0.123707 loss_vfl: 0.798634 loss_bbox: 0.289693 loss_dfl: 0.169564 loss: 1.275120 eta: 4 days, 17:02:47 batch_cost: 2.1440 data_cost: 0.0012 ips: 13.0598 images/s [11/15 11:30:47] ppdet.engine INFO: Epoch: [42] [1260/3251] learning_rate: 0.123688 loss_vfl: 0.834303 loss_bbox: 0.299366 loss_dfl: 0.192023 loss: 1.362073 eta: 4 days, 17:02:02 batch_cost: 2.1220 data_cost: 0.0010 ips: 13.1950 images/s [11/15 11:31:33] ppdet.engine INFO: Epoch: [42] [1280/3251] learning_rate: 0.123669 loss_vfl: 0.812224 loss_bbox: 0.309045 loss_dfl: 0.208994 loss: 1.351370 eta: 4 days, 17:01:19 batch_cost: 2.1621 data_cost: 0.0164 ips: 12.9502 images/s [11/15 11:32:17] ppdet.engine INFO: Epoch: [42] [1300/3251] learning_rate: 0.123650 loss_vfl: 0.812392 loss_bbox: 0.270813 loss_dfl: 0.183402 loss: 1.270212 eta: 4 days, 17:00:31 batch_cost: 2.0233 data_cost: 0.0010 ips: 13.8388 images/s [11/15 11:33:04] ppdet.engine INFO: Epoch: [42] [1320/3251] learning_rate: 0.123631 loss_vfl: 0.813007 loss_bbox: 0.270042 loss_dfl: 0.168836 loss: 1.257524 eta: 4 days, 16:59:48 batch_cost: 2.1646 data_cost: 0.0009 ips: 12.9354 images/s [11/15 11:33:50] ppdet.engine INFO: Epoch: [42] [1340/3251] learning_rate: 0.123613 loss_vfl: 0.802532 loss_bbox: 0.272258 loss_dfl: 0.178600 loss: 1.256588 eta: 4 days, 16:59:05 batch_cost: 2.2240 data_cost: 0.0011 ips: 12.5901 images/s [11/15 11:34:35] ppdet.engine INFO: Epoch: [42] [1360/3251] learning_rate: 0.123594 loss_vfl: 0.806584 loss_bbox: 0.285112 loss_dfl: 0.190696 loss: 1.296411 eta: 4 days, 16:58:20 batch_cost: 2.0849 data_cost: 0.0015 ips: 13.4296 images/s [11/15 11:35:24] ppdet.engine INFO: Epoch: [42] [1380/3251] learning_rate: 0.123575 loss_vfl: 0.823539 loss_bbox: 0.286104 loss_dfl: 0.188749 loss: 1.316592 eta: 4 days, 16:57:41 batch_cost: 2.3477 data_cost: 0.0010 ips: 11.9267 images/s [11/15 11:36:10] ppdet.engine INFO: Epoch: [42] [1400/3251] learning_rate: 0.123556 loss_vfl: 0.822274 loss_bbox: 0.296738 loss_dfl: 0.207749 loss: 1.327665 eta: 4 days, 16:56:57 batch_cost: 2.1575 data_cost: 0.0010 ips: 12.9781 images/s [11/15 11:36:57] ppdet.engine INFO: Epoch: [42] [1420/3251] learning_rate: 0.123538 loss_vfl: 0.850401 loss_bbox: 0.264358 loss_dfl: 0.179592 loss: 1.282380 eta: 4 days, 16:56:15 batch_cost: 2.2239 data_cost: 0.0013 ips: 12.5903 images/s [11/15 11:37:44] ppdet.engine INFO: Epoch: [42] [1440/3251] learning_rate: 0.123519 loss_vfl: 0.825765 loss_bbox: 0.283021 loss_dfl: 0.184739 loss: 1.289047 eta: 4 days, 16:55:33 batch_cost: 2.2365 data_cost: 0.0010 ips: 12.5194 images/s [11/15 11:38:28] ppdet.engine INFO: Epoch: [42] [1460/3251] learning_rate: 0.123500 loss_vfl: 0.813213 loss_bbox: 0.264082 loss_dfl: 0.188843 loss: 1.253970 eta: 4 days, 16:54:47 batch_cost: 2.0791 data_cost: 0.0010 ips: 13.4674 images/s [11/15 11:39:15] ppdet.engine INFO: Epoch: [42] [1480/3251] learning_rate: 0.123481 loss_vfl: 0.844073 loss_bbox: 0.271165 loss_dfl: 0.200698 loss: 1.299241 eta: 4 days, 16:54:05 batch_cost: 2.2185 data_cost: 0.0009 ips: 12.6212 images/s [11/15 11:40:01] ppdet.engine INFO: Epoch: [42] [1500/3251] learning_rate: 0.123462 loss_vfl: 0.801145 loss_bbox: 0.299204 loss_dfl: 0.199177 loss: 1.298253 eta: 4 days, 16:53:22 batch_cost: 2.2028 data_cost: 0.0010 ips: 12.7114 images/s [11/15 11:40:47] ppdet.engine INFO: Epoch: [42] [1520/3251] learning_rate: 0.123444 loss_vfl: 0.834489 loss_bbox: 0.294741 loss_dfl: 0.190692 loss: 1.309934 eta: 4 days, 16:52:39 batch_cost: 2.1832 data_cost: 0.0014 ips: 12.8250 images/s [11/15 11:41:32] ppdet.engine INFO: Epoch: [42] [1540/3251] learning_rate: 0.123425 loss_vfl: 0.840510 loss_bbox: 0.250598 loss_dfl: 0.181510 loss: 1.289813 eta: 4 days, 16:51:54 batch_cost: 2.0924 data_cost: 0.0009 ips: 13.3815 images/s [11/15 11:42:19] ppdet.engine INFO: Epoch: [42] [1560/3251] learning_rate: 0.123406 loss_vfl: 0.814997 loss_bbox: 0.316267 loss_dfl: 0.202793 loss: 1.348042 eta: 4 days, 16:51:11 batch_cost: 2.2123 data_cost: 0.0010 ips: 12.6565 images/s [11/15 11:43:05] ppdet.engine INFO: Epoch: [42] [1580/3251] learning_rate: 0.123387 loss_vfl: 0.821256 loss_bbox: 0.297539 loss_dfl: 0.194645 loss: 1.313721 eta: 4 days, 16:50:28 batch_cost: 2.1655 data_cost: 0.0010 ips: 12.9300 images/s [11/15 11:43:51] ppdet.engine INFO: Epoch: [42] [1600/3251] learning_rate: 0.123368 loss_vfl: 0.821734 loss_bbox: 0.278479 loss_dfl: 0.180082 loss: 1.280954 eta: 4 days, 16:49:43 batch_cost: 2.1250 data_cost: 0.0010 ips: 13.1762 images/s [11/15 11:44:37] ppdet.engine INFO: Epoch: [42] [1620/3251] learning_rate: 0.123350 loss_vfl: 0.812768 loss_bbox: 0.279274 loss_dfl: 0.187044 loss: 1.274138 eta: 4 days, 16:49:00 batch_cost: 2.1732 data_cost: 0.0010 ips: 12.8840 images/s [11/15 11:45:25] ppdet.engine INFO: Epoch: [42] [1640/3251] learning_rate: 0.123331 loss_vfl: 0.818749 loss_bbox: 0.294042 loss_dfl: 0.185040 loss: 1.305594 eta: 4 days, 16:48:18 batch_cost: 2.2432 data_cost: 0.0011 ips: 12.4823 images/s [11/15 11:46:10] ppdet.engine INFO: Epoch: [42] [1660/3251] learning_rate: 0.123312 loss_vfl: 0.810424 loss_bbox: 0.325565 loss_dfl: 0.207037 loss: 1.356704 eta: 4 days, 16:47:33 batch_cost: 2.1094 data_cost: 0.0015 ips: 13.2741 images/s [11/15 11:46:56] ppdet.engine INFO: Epoch: [42] [1680/3251] learning_rate: 0.123293 loss_vfl: 0.818167 loss_bbox: 0.320679 loss_dfl: 0.194362 loss: 1.344548 eta: 4 days, 16:46:51 batch_cost: 2.2176 data_cost: 0.0009 ips: 12.6264 images/s [11/15 11:47:44] ppdet.engine INFO: Epoch: [42] [1700/3251] learning_rate: 0.123275 loss_vfl: 0.829149 loss_bbox: 0.256360 loss_dfl: 0.172692 loss: 1.264097 eta: 4 days, 16:46:09 batch_cost: 2.2563 data_cost: 0.0010 ips: 12.4098 images/s [11/15 11:48:30] ppdet.engine INFO: Epoch: [42] [1720/3251] learning_rate: 0.123256 loss_vfl: 0.834173 loss_bbox: 0.275859 loss_dfl: 0.187755 loss: 1.306305 eta: 4 days, 16:45:24 batch_cost: 2.1108 data_cost: 0.0010 ips: 13.2649 images/s [11/15 11:49:17] ppdet.engine INFO: Epoch: [42] [1740/3251] learning_rate: 0.123237 loss_vfl: 0.825818 loss_bbox: 0.288186 loss_dfl: 0.193337 loss: 1.312879 eta: 4 days, 16:44:43 batch_cost: 2.2493 data_cost: 0.0011 ips: 12.4482 images/s [11/15 11:50:03] ppdet.engine INFO: Epoch: [42] [1760/3251] learning_rate: 0.123218 loss_vfl: 0.830333 loss_bbox: 0.254330 loss_dfl: 0.175990 loss: 1.283301 eta: 4 days, 16:44:00 batch_cost: 2.1782 data_cost: 0.0009 ips: 12.8548 images/s [11/15 11:50:50] ppdet.engine INFO: Epoch: [42] [1780/3251] learning_rate: 0.123199 loss_vfl: 0.838907 loss_bbox: 0.281520 loss_dfl: 0.180359 loss: 1.274842 eta: 4 days, 16:43:18 batch_cost: 2.2483 data_cost: 0.0009 ips: 12.4537 images/s [11/15 11:51:36] ppdet.engine INFO: Epoch: [42] [1800/3251] learning_rate: 0.123181 loss_vfl: 0.804368 loss_bbox: 0.307694 loss_dfl: 0.193530 loss: 1.285774 eta: 4 days, 16:42:32 batch_cost: 2.0856 data_cost: 0.0012 ips: 13.4255 images/s [11/15 11:52:25] ppdet.engine INFO: Epoch: [42] [1820/3251] learning_rate: 0.123162 loss_vfl: 0.830647 loss_bbox: 0.274430 loss_dfl: 0.186001 loss: 1.299261 eta: 4 days, 16:41:51 batch_cost: 2.2669 data_cost: 0.0009 ips: 12.3517 images/s [11/15 11:53:11] ppdet.engine INFO: Epoch: [42] [1840/3251] learning_rate: 0.123143 loss_vfl: 0.804951 loss_bbox: 0.280429 loss_dfl: 0.190642 loss: 1.255516 eta: 4 days, 16:41:09 batch_cost: 2.2040 data_cost: 0.0010 ips: 12.7044 images/s [11/15 11:53:59] ppdet.engine INFO: Epoch: [42] [1860/3251] learning_rate: 0.123124 loss_vfl: 0.812748 loss_bbox: 0.305251 loss_dfl: 0.201010 loss: 1.305045 eta: 4 days, 16:40:28 batch_cost: 2.2730 data_cost: 0.0014 ips: 12.3183 images/s [11/15 11:54:45] ppdet.engine INFO: Epoch: [42] [1880/3251] learning_rate: 0.123105 loss_vfl: 0.826301 loss_bbox: 0.301989 loss_dfl: 0.195429 loss: 1.312893 eta: 4 days, 16:39:46 batch_cost: 2.2328 data_cost: 0.0011 ips: 12.5401 images/s [11/15 11:55:32] ppdet.engine INFO: Epoch: [42] [1900/3251] learning_rate: 0.123087 loss_vfl: 0.822160 loss_bbox: 0.307744 loss_dfl: 0.191213 loss: 1.315081 eta: 4 days, 16:39:04 batch_cost: 2.2318 data_cost: 0.0014 ips: 12.5458 images/s [11/15 11:56:18] ppdet.engine INFO: Epoch: [42] [1920/3251] learning_rate: 0.123068 loss_vfl: 0.811146 loss_bbox: 0.275175 loss_dfl: 0.177247 loss: 1.262589 eta: 4 days, 16:38:19 batch_cost: 2.0844 data_cost: 0.0009 ips: 13.4332 images/s [11/15 11:57:05] ppdet.engine INFO: Epoch: [42] [1940/3251] learning_rate: 0.123049 loss_vfl: 0.828794 loss_bbox: 0.308789 loss_dfl: 0.194678 loss: 1.321777 eta: 4 days, 16:37:38 batch_cost: 2.2661 data_cost: 0.0010 ips: 12.3559 images/s [11/15 11:57:51] ppdet.engine INFO: Epoch: [42] [1960/3251] learning_rate: 0.123030 loss_vfl: 0.802091 loss_bbox: 0.266195 loss_dfl: 0.185659 loss: 1.277761 eta: 4 days, 16:36:52 batch_cost: 2.0746 data_cost: 0.0009 ips: 13.4966 images/s [11/15 11:58:38] ppdet.engine INFO: Epoch: [42] [1980/3251] learning_rate: 0.123011 loss_vfl: 0.826041 loss_bbox: 0.267996 loss_dfl: 0.176856 loss: 1.271008 eta: 4 days, 16:36:09 batch_cost: 2.2157 data_cost: 0.0010 ips: 12.6373 images/s [11/15 11:59:25] ppdet.engine INFO: Epoch: [42] [2000/3251] learning_rate: 0.122992 loss_vfl: 0.813186 loss_bbox: 0.261179 loss_dfl: 0.176477 loss: 1.259242 eta: 4 days, 16:35:27 batch_cost: 2.2009 data_cost: 0.0009 ips: 12.7223 images/s [11/15 12:00:10] ppdet.engine INFO: Epoch: [42] [2020/3251] learning_rate: 0.122974 loss_vfl: 0.789736 loss_bbox: 0.272424 loss_dfl: 0.178742 loss: 1.296844 eta: 4 days, 16:34:42 batch_cost: 2.1433 data_cost: 0.0011 ips: 13.0640 images/s [11/15 12:00:59] ppdet.engine INFO: Epoch: [42] [2040/3251] learning_rate: 0.122955 loss_vfl: 0.826108 loss_bbox: 0.279110 loss_dfl: 0.178349 loss: 1.265559 eta: 4 days, 16:33:59 batch_cost: 2.1655 data_cost: 0.0009 ips: 12.9299 images/s [11/15 12:01:45] ppdet.engine INFO: Epoch: [42] [2060/3251] learning_rate: 0.122936 loss_vfl: 0.806101 loss_bbox: 0.282212 loss_dfl: 0.178777 loss: 1.277071 eta: 4 days, 16:33:17 batch_cost: 2.2272 data_cost: 0.0011 ips: 12.5720 images/s [11/15 12:02:31] ppdet.engine INFO: Epoch: [42] [2080/3251] learning_rate: 0.122917 loss_vfl: 0.822374 loss_bbox: 0.255986 loss_dfl: 0.170597 loss: 1.242666 eta: 4 days, 16:32:34 batch_cost: 2.1849 data_cost: 0.0010 ips: 12.8150 images/s [11/15 12:03:16] ppdet.engine INFO: Epoch: [42] [2100/3251] learning_rate: 0.122898 loss_vfl: 0.816943 loss_bbox: 0.264200 loss_dfl: 0.171953 loss: 1.251334 eta: 4 days, 16:31:50 batch_cost: 2.1537 data_cost: 0.0021 ips: 13.0010 images/s [11/15 12:04:01] ppdet.engine INFO: Epoch: [42] [2120/3251] learning_rate: 0.122880 loss_vfl: 0.818004 loss_bbox: 0.284125 loss_dfl: 0.194682 loss: 1.288574 eta: 4 days, 16:31:04 batch_cost: 2.0779 data_cost: 0.0010 ips: 13.4753 images/s [11/15 12:04:49] ppdet.engine INFO: Epoch: [42] [2140/3251] learning_rate: 0.122861 loss_vfl: 0.830379 loss_bbox: 0.269933 loss_dfl: 0.187301 loss: 1.301782 eta: 4 days, 16:30:22 batch_cost: 2.2544 data_cost: 0.0020 ips: 12.4201 images/s [11/15 12:05:34] ppdet.engine INFO: Epoch: [42] [2160/3251] learning_rate: 0.122842 loss_vfl: 0.819148 loss_bbox: 0.274787 loss_dfl: 0.184483 loss: 1.272508 eta: 4 days, 16:29:38 batch_cost: 2.1522 data_cost: 0.0009 ips: 13.0101 images/s [11/15 12:06:20] ppdet.engine INFO: Epoch: [42] [2180/3251] learning_rate: 0.122823 loss_vfl: 0.818352 loss_bbox: 0.336108 loss_dfl: 0.206797 loss: 1.353155 eta: 4 days, 16:28:56 batch_cost: 2.2107 data_cost: 0.0009 ips: 12.6655 images/s [11/15 12:07:08] ppdet.engine INFO: Epoch: [42] [2200/3251] learning_rate: 0.122804 loss_vfl: 0.838958 loss_bbox: 0.251312 loss_dfl: 0.175608 loss: 1.245957 eta: 4 days, 16:28:14 batch_cost: 2.2290 data_cost: 0.0009 ips: 12.5616 images/s [11/15 12:07:55] ppdet.engine INFO: Epoch: [42] [2220/3251] learning_rate: 0.122786 loss_vfl: 0.826552 loss_bbox: 0.301107 loss_dfl: 0.192865 loss: 1.306817 eta: 4 days, 16:27:33 batch_cost: 2.2587 data_cost: 0.0009 ips: 12.3964 images/s [11/15 12:08:42] ppdet.engine INFO: Epoch: [42] [2240/3251] learning_rate: 0.122767 loss_vfl: 0.847181 loss_bbox: 0.277158 loss_dfl: 0.184644 loss: 1.332241 eta: 4 days, 16:26:49 batch_cost: 2.1755 data_cost: 0.0009 ips: 12.8703 images/s [11/15 12:09:28] ppdet.engine INFO: Epoch: [42] [2260/3251] learning_rate: 0.122748 loss_vfl: 0.831175 loss_bbox: 0.306913 loss_dfl: 0.188802 loss: 1.344825 eta: 4 days, 16:26:06 batch_cost: 2.1615 data_cost: 0.0009 ips: 12.9542 images/s [11/15 12:10:14] ppdet.engine INFO: Epoch: [42] [2280/3251] learning_rate: 0.122729 loss_vfl: 0.832237 loss_bbox: 0.269849 loss_dfl: 0.182124 loss: 1.286678 eta: 4 days, 16:25:21 batch_cost: 2.1334 data_cost: 0.0009 ips: 13.1245 images/s [11/15 12:10:58] ppdet.engine INFO: Epoch: [42] [2300/3251] learning_rate: 0.122710 loss_vfl: 0.828214 loss_bbox: 0.285961 loss_dfl: 0.189006 loss: 1.304078 eta: 4 days, 16:24:35 batch_cost: 2.0529 data_cost: 0.0011 ips: 13.6392 images/s [11/15 12:11:44] ppdet.engine INFO: Epoch: [42] [2320/3251] learning_rate: 0.122691 loss_vfl: 0.829411 loss_bbox: 0.279533 loss_dfl: 0.181341 loss: 1.288138 eta: 4 days, 16:23:51 batch_cost: 2.1857 data_cost: 0.0010 ips: 12.8107 images/s [11/15 12:12:31] ppdet.engine INFO: Epoch: [42] [2340/3251] learning_rate: 0.122673 loss_vfl: 0.811616 loss_bbox: 0.286280 loss_dfl: 0.180870 loss: 1.276502 eta: 4 days, 16:23:09 batch_cost: 2.2110 data_cost: 0.0009 ips: 12.6642 images/s [11/15 12:13:17] ppdet.engine INFO: Epoch: [42] [2360/3251] learning_rate: 0.122654 loss_vfl: 0.813804 loss_bbox: 0.274297 loss_dfl: 0.190286 loss: 1.273224 eta: 4 days, 16:22:23 batch_cost: 2.0965 data_cost: 0.0009 ips: 13.3557 images/s [11/15 12:14:03] ppdet.engine INFO: Epoch: [42] [2380/3251] learning_rate: 0.122635 loss_vfl: 0.840556 loss_bbox: 0.276570 loss_dfl: 0.192080 loss: 1.282545 eta: 4 days, 16:21:40 batch_cost: 2.1579 data_cost: 0.0009 ips: 12.9753 images/s [11/15 12:14:50] ppdet.engine INFO: Epoch: [42] [2400/3251] learning_rate: 0.122616 loss_vfl: 0.821206 loss_bbox: 0.260921 loss_dfl: 0.179568 loss: 1.271917 eta: 4 days, 16:20:58 batch_cost: 2.2291 data_cost: 0.0011 ips: 12.5613 images/s [11/15 12:15:36] ppdet.engine INFO: Epoch: [42] [2420/3251] learning_rate: 0.122597 loss_vfl: 0.821289 loss_bbox: 0.269229 loss_dfl: 0.177637 loss: 1.295732 eta: 4 days, 16:20:14 batch_cost: 2.1699 data_cost: 0.0009 ips: 12.9035 images/s [11/15 12:16:23] ppdet.engine INFO: Epoch: [42] [2440/3251] learning_rate: 0.122578 loss_vfl: 0.839165 loss_bbox: 0.274729 loss_dfl: 0.180443 loss: 1.290104 eta: 4 days, 16:19:33 batch_cost: 2.2538 data_cost: 0.0010 ips: 12.4235 images/s [11/15 12:17:08] ppdet.engine INFO: Epoch: [42] [2460/3251] learning_rate: 0.122560 loss_vfl: 0.830846 loss_bbox: 0.272488 loss_dfl: 0.180339 loss: 1.285332 eta: 4 days, 16:18:49 batch_cost: 2.1736 data_cost: 0.0009 ips: 12.8817 images/s [11/15 12:17:57] ppdet.engine INFO: Epoch: [42] [2480/3251] learning_rate: 0.122541 loss_vfl: 0.819170 loss_bbox: 0.256127 loss_dfl: 0.173053 loss: 1.252154 eta: 4 days, 16:18:08 batch_cost: 2.2503 data_cost: 0.0009 ips: 12.4428 images/s [11/15 12:18:42] ppdet.engine INFO: Epoch: [42] [2500/3251] learning_rate: 0.122522 loss_vfl: 0.813416 loss_bbox: 0.281199 loss_dfl: 0.178343 loss: 1.271260 eta: 4 days, 16:17:25 batch_cost: 2.1892 data_cost: 0.0009 ips: 12.7903 images/s [11/15 12:19:29] ppdet.engine INFO: Epoch: [42] [2520/3251] learning_rate: 0.122503 loss_vfl: 0.841122 loss_bbox: 0.278561 loss_dfl: 0.182520 loss: 1.314469 eta: 4 days, 16:16:42 batch_cost: 2.1741 data_cost: 0.0011 ips: 12.8786 images/s [11/15 12:20:15] ppdet.engine INFO: Epoch: [42] [2540/3251] learning_rate: 0.122484 loss_vfl: 0.800892 loss_bbox: 0.282647 loss_dfl: 0.196758 loss: 1.274600 eta: 4 days, 16:15:59 batch_cost: 2.2067 data_cost: 0.0009 ips: 12.6884 images/s [11/15 12:21:04] ppdet.engine INFO: Epoch: [42] [2560/3251] learning_rate: 0.122465 loss_vfl: 0.819006 loss_bbox: 0.299622 loss_dfl: 0.192489 loss: 1.340298 eta: 4 days, 16:15:19 batch_cost: 2.2994 data_cost: 0.0010 ips: 12.1773 images/s [11/15 12:21:48] ppdet.engine INFO: Epoch: [42] [2580/3251] learning_rate: 0.122447 loss_vfl: 0.798741 loss_bbox: 0.281285 loss_dfl: 0.191746 loss: 1.305471 eta: 4 days, 16:14:31 batch_cost: 2.0178 data_cost: 0.0011 ips: 13.8766 images/s [11/15 12:22:36] ppdet.engine INFO: Epoch: [42] [2600/3251] learning_rate: 0.122428 loss_vfl: 0.811091 loss_bbox: 0.282201 loss_dfl: 0.183843 loss: 1.285436 eta: 4 days, 16:13:50 batch_cost: 2.2542 data_cost: 0.0010 ips: 12.4214 images/s [11/15 12:23:21] ppdet.engine INFO: Epoch: [42] [2620/3251] learning_rate: 0.122409 loss_vfl: 0.821653 loss_bbox: 0.296848 loss_dfl: 0.196195 loss: 1.319835 eta: 4 days, 16:13:06 batch_cost: 2.1369 data_cost: 0.0012 ips: 13.1031 images/s [11/15 12:24:08] ppdet.engine INFO: Epoch: [42] [2640/3251] learning_rate: 0.122390 loss_vfl: 0.818416 loss_bbox: 0.278330 loss_dfl: 0.186662 loss: 1.280212 eta: 4 days, 16:12:24 batch_cost: 2.2352 data_cost: 0.0009 ips: 12.5269 images/s [11/15 12:24:56] ppdet.engine INFO: Epoch: [42] [2660/3251] learning_rate: 0.122371 loss_vfl: 0.835173 loss_bbox: 0.272943 loss_dfl: 0.184574 loss: 1.295877 eta: 4 days, 16:11:42 batch_cost: 2.2295 data_cost: 0.0015 ips: 12.5589 images/s [11/15 12:25:43] ppdet.engine INFO: Epoch: [42] [2680/3251] learning_rate: 0.122352 loss_vfl: 0.834860 loss_bbox: 0.253845 loss_dfl: 0.161709 loss: 1.276793 eta: 4 days, 16:11:00 batch_cost: 2.2239 data_cost: 0.0009 ips: 12.5906 images/s [11/15 12:26:30] ppdet.engine INFO: Epoch: [42] [2700/3251] learning_rate: 0.122334 loss_vfl: 0.831843 loss_bbox: 0.288500 loss_dfl: 0.194276 loss: 1.292699 eta: 4 days, 16:10:16 batch_cost: 2.1719 data_cost: 0.0011 ips: 12.8918 images/s [11/15 12:27:14] ppdet.engine INFO: Epoch: [42] [2720/3251] learning_rate: 0.122315 loss_vfl: 0.798848 loss_bbox: 0.290539 loss_dfl: 0.185136 loss: 1.299298 eta: 4 days, 16:09:32 batch_cost: 2.1156 data_cost: 0.0011 ips: 13.2351 images/s [11/15 12:28:00] ppdet.engine INFO: Epoch: [42] [2740/3251] learning_rate: 0.122296 loss_vfl: 0.824813 loss_bbox: 0.302952 loss_dfl: 0.194218 loss: 1.342077 eta: 4 days, 16:08:46 batch_cost: 2.1057 data_cost: 0.0011 ips: 13.2975 images/s [11/15 12:28:45] ppdet.engine INFO: Epoch: [42] [2760/3251] learning_rate: 0.122277 loss_vfl: 0.828941 loss_bbox: 0.271463 loss_dfl: 0.190173 loss: 1.284213 eta: 4 days, 16:08:01 batch_cost: 2.0940 data_cost: 0.0010 ips: 13.3715 images/s [11/15 12:29:33] ppdet.engine INFO: Epoch: [42] [2780/3251] learning_rate: 0.122258 loss_vfl: 0.803196 loss_bbox: 0.281082 loss_dfl: 0.183345 loss: 1.276447 eta: 4 days, 16:07:21 batch_cost: 2.2965 data_cost: 0.0009 ips: 12.1923 images/s [11/15 12:30:17] ppdet.engine INFO: Epoch: [42] [2800/3251] learning_rate: 0.122239 loss_vfl: 0.816694 loss_bbox: 0.301862 loss_dfl: 0.204389 loss: 1.328747 eta: 4 days, 16:06:34 batch_cost: 2.0510 data_cost: 0.0010 ips: 13.6519 images/s [11/15 12:31:05] ppdet.engine INFO: Epoch: [42] [2820/3251] learning_rate: 0.122221 loss_vfl: 0.850696 loss_bbox: 0.271425 loss_dfl: 0.182975 loss: 1.296333 eta: 4 days, 16:05:53 batch_cost: 2.2528 data_cost: 0.0009 ips: 12.4290 images/s [11/15 12:31:52] ppdet.engine INFO: Epoch: [42] [2840/3251] learning_rate: 0.122202 loss_vfl: 0.819713 loss_bbox: 0.287949 loss_dfl: 0.185688 loss: 1.291819 eta: 4 days, 16:05:11 batch_cost: 2.2582 data_cost: 0.0010 ips: 12.3994 images/s [11/15 12:32:40] ppdet.engine INFO: Epoch: [42] [2860/3251] learning_rate: 0.122183 loss_vfl: 0.803075 loss_bbox: 0.284097 loss_dfl: 0.193026 loss: 1.306041 eta: 4 days, 16:04:29 batch_cost: 2.2152 data_cost: 0.0010 ips: 12.6397 images/s [11/15 12:33:25] ppdet.engine INFO: Epoch: [42] [2880/3251] learning_rate: 0.122164 loss_vfl: 0.817771 loss_bbox: 0.297303 loss_dfl: 0.193610 loss: 1.330993 eta: 4 days, 16:03:44 batch_cost: 2.0945 data_cost: 0.0010 ips: 13.3683 images/s [11/15 12:34:12] ppdet.engine INFO: Epoch: [42] [2900/3251] learning_rate: 0.122145 loss_vfl: 0.820552 loss_bbox: 0.249040 loss_dfl: 0.175557 loss: 1.235538 eta: 4 days, 16:03:02 batch_cost: 2.2362 data_cost: 0.0009 ips: 12.5211 images/s [11/15 12:34:58] ppdet.engine INFO: Epoch: [42] [2920/3251] learning_rate: 0.122126 loss_vfl: 0.845188 loss_bbox: 0.278306 loss_dfl: 0.177838 loss: 1.288145 eta: 4 days, 16:02:17 batch_cost: 2.1400 data_cost: 0.0009 ips: 13.0840 images/s [11/15 12:35:43] ppdet.engine INFO: Epoch: [42] [2940/3251] learning_rate: 0.122108 loss_vfl: 0.828167 loss_bbox: 0.300617 loss_dfl: 0.200348 loss: 1.315361 eta: 4 days, 16:01:32 batch_cost: 2.0912 data_cost: 0.0010 ips: 13.3897 images/s [11/15 12:36:29] ppdet.engine INFO: Epoch: [42] [2960/3251] learning_rate: 0.122089 loss_vfl: 0.813257 loss_bbox: 0.331172 loss_dfl: 0.218834 loss: 1.348539 eta: 4 days, 16:00:47 batch_cost: 2.1138 data_cost: 0.0014 ips: 13.2461 images/s [11/15 12:37:16] ppdet.engine INFO: Epoch: [42] [2980/3251] learning_rate: 0.122070 loss_vfl: 0.809110 loss_bbox: 0.266755 loss_dfl: 0.167761 loss: 1.296937 eta: 4 days, 16:00:02 batch_cost: 2.1354 data_cost: 0.0010 ips: 13.1124 images/s [11/15 12:38:02] ppdet.engine INFO: Epoch: [42] [3000/3251] learning_rate: 0.122051 loss_vfl: 0.831363 loss_bbox: 0.264894 loss_dfl: 0.158257 loss: 1.270035 eta: 4 days, 15:59:16 batch_cost: 2.0603 data_cost: 0.0017 ips: 13.5904 images/s [11/15 12:38:49] ppdet.engine INFO: Epoch: [42] [3020/3251] learning_rate: 0.122032 loss_vfl: 0.809758 loss_bbox: 0.295733 loss_dfl: 0.196742 loss: 1.288255 eta: 4 days, 15:58:33 batch_cost: 2.1978 data_cost: 0.0011 ips: 12.7401 images/s [11/15 12:39:36] ppdet.engine INFO: Epoch: [42] [3040/3251] learning_rate: 0.122013 loss_vfl: 0.820161 loss_bbox: 0.302412 loss_dfl: 0.185085 loss: 1.283144 eta: 4 days, 15:57:51 batch_cost: 2.2347 data_cost: 0.0009 ips: 12.5298 images/s [11/15 12:40:21] ppdet.engine INFO: Epoch: [42] [3060/3251] learning_rate: 0.121994 loss_vfl: 0.823928 loss_bbox: 0.293936 loss_dfl: 0.185152 loss: 1.329630 eta: 4 days, 15:57:05 batch_cost: 2.0546 data_cost: 0.0176 ips: 13.6276 images/s [11/15 12:41:08] ppdet.engine INFO: Epoch: [42] [3080/3251] learning_rate: 0.121976 loss_vfl: 0.819211 loss_bbox: 0.290863 loss_dfl: 0.181953 loss: 1.308644 eta: 4 days, 15:56:23 batch_cost: 2.2537 data_cost: 0.0011 ips: 12.4241 images/s [11/15 12:41:54] ppdet.engine INFO: Epoch: [42] [3100/3251] learning_rate: 0.121957 loss_vfl: 0.831965 loss_bbox: 0.328918 loss_dfl: 0.208461 loss: 1.357028 eta: 4 days, 15:55:41 batch_cost: 2.2103 data_cost: 0.0010 ips: 12.6679 images/s [11/15 12:42:41] ppdet.engine INFO: Epoch: [42] [3120/3251] learning_rate: 0.121938 loss_vfl: 0.822468 loss_bbox: 0.287143 loss_dfl: 0.197667 loss: 1.304619 eta: 4 days, 15:54:58 batch_cost: 2.1880 data_cost: 0.0009 ips: 12.7973 images/s [11/15 12:43:24] ppdet.engine INFO: Epoch: [42] [3140/3251] learning_rate: 0.121919 loss_vfl: 0.808722 loss_bbox: 0.286569 loss_dfl: 0.178737 loss: 1.259217 eta: 4 days, 15:54:09 batch_cost: 1.9692 data_cost: 0.0010 ips: 14.2192 images/s [11/15 12:44:11] ppdet.engine INFO: Epoch: [42] [3160/3251] learning_rate: 0.121900 loss_vfl: 0.810202 loss_bbox: 0.272431 loss_dfl: 0.179608 loss: 1.283875 eta: 4 days, 15:53:28 batch_cost: 2.2612 data_cost: 0.0009 ips: 12.3830 images/s [11/15 12:44:58] ppdet.engine INFO: Epoch: [42] [3180/3251] learning_rate: 0.121881 loss_vfl: 0.810667 loss_bbox: 0.289670 loss_dfl: 0.186564 loss: 1.311427 eta: 4 days, 15:52:46 batch_cost: 2.2276 data_cost: 0.0010 ips: 12.5697 images/s [11/15 12:45:43] ppdet.engine INFO: Epoch: [42] [3200/3251] learning_rate: 0.121862 loss_vfl: 0.832676 loss_bbox: 0.294503 loss_dfl: 0.192295 loss: 1.299042 eta: 4 days, 15:52:02 batch_cost: 2.1459 data_cost: 0.0011 ips: 13.0480 images/s [11/15 12:46:31] ppdet.engine INFO: Epoch: [42] [3220/3251] learning_rate: 0.121844 loss_vfl: 0.826705 loss_bbox: 0.250119 loss_dfl: 0.171163 loss: 1.264849 eta: 4 days, 15:51:19 batch_cost: 2.2158 data_cost: 0.0009 ips: 12.6363 images/s [11/15 12:47:16] ppdet.engine INFO: Epoch: [42] [3240/3251] learning_rate: 0.121825 loss_vfl: 0.818164 loss_bbox: 0.275727 loss_dfl: 0.176972 loss: 1.277492 eta: 4 days, 15:50:34 batch_cost: 2.0927 data_cost: 0.0014 ips: 13.3798 images/s [11/15 12:47:53] ppdet.engine INFO: Epoch: [43] [ 0/3251] learning_rate: 0.121814 loss_vfl: 0.825579 loss_bbox: 0.309471 loss_dfl: 0.192124 loss: 1.337028 eta: 4 days, 15:50:14 batch_cost: 2.2507 data_cost: 0.6693 ips: 12.4404 images/s [11/15 12:48:46] ppdet.engine INFO: Epoch: [43] [ 20/3251] learning_rate: 0.121795 loss_vfl: 0.812454 loss_bbox: 0.274335 loss_dfl: 0.177768 loss: 1.277091 eta: 4 days, 15:49:39 batch_cost: 2.5107 data_cost: 0.0009 ips: 11.1522 images/s [11/15 12:49:32] ppdet.engine INFO: Epoch: [43] [ 40/3251] learning_rate: 0.121777 loss_vfl: 0.809489 loss_bbox: 0.253936 loss_dfl: 0.165866 loss: 1.246361 eta: 4 days, 15:48:54 batch_cost: 2.1235 data_cost: 0.0009 ips: 13.1855 images/s [11/15 12:50:18] ppdet.engine INFO: Epoch: [43] [ 60/3251] learning_rate: 0.121758 loss_vfl: 0.801604 loss_bbox: 0.270402 loss_dfl: 0.178723 loss: 1.293301 eta: 4 days, 15:48:11 batch_cost: 2.1669 data_cost: 0.0010 ips: 12.9217 images/s [11/15 12:51:07] ppdet.engine INFO: Epoch: [43] [ 80/3251] learning_rate: 0.121739 loss_vfl: 0.812031 loss_bbox: 0.286605 loss_dfl: 0.191847 loss: 1.303877 eta: 4 days, 15:47:31 batch_cost: 2.3174 data_cost: 0.0092 ips: 12.0827 images/s [11/15 12:51:55] ppdet.engine INFO: Epoch: [43] [ 100/3251] learning_rate: 0.121720 loss_vfl: 0.805719 loss_bbox: 0.284679 loss_dfl: 0.192262 loss: 1.303334 eta: 4 days, 15:46:49 batch_cost: 2.2087 data_cost: 0.0010 ips: 12.6771 images/s [11/15 12:52:41] ppdet.engine INFO: Epoch: [43] [ 120/3251] learning_rate: 0.121701 loss_vfl: 0.802247 loss_bbox: 0.272514 loss_dfl: 0.188737 loss: 1.284142 eta: 4 days, 15:46:06 batch_cost: 2.2051 data_cost: 0.0010 ips: 12.6979 images/s [11/15 12:53:27] ppdet.engine INFO: Epoch: [43] [ 140/3251] learning_rate: 0.121682 loss_vfl: 0.834981 loss_bbox: 0.277093 loss_dfl: 0.176833 loss: 1.281717 eta: 4 days, 15:45:22 batch_cost: 2.1322 data_cost: 0.0009 ips: 13.1319 images/s [11/15 12:54:15] ppdet.engine INFO: Epoch: [43] [ 160/3251] learning_rate: 0.121663 loss_vfl: 0.828925 loss_bbox: 0.268204 loss_dfl: 0.182235 loss: 1.273316 eta: 4 days, 15:44:39 batch_cost: 2.2116 data_cost: 0.0009 ips: 12.6604 images/s [11/15 12:55:01] ppdet.engine INFO: Epoch: [43] 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0.804194 loss_bbox: 0.266424 loss_dfl: 0.190703 loss: 1.279257 eta: 4 days, 15:41:02 batch_cost: 2.2412 data_cost: 0.0009 ips: 12.4931 images/s [11/15 12:58:53] ppdet.engine INFO: Epoch: [43] [ 280/3251] learning_rate: 0.121550 loss_vfl: 0.804488 loss_bbox: 0.318677 loss_dfl: 0.199682 loss: 1.332343 eta: 4 days, 15:40:21 batch_cost: 2.2782 data_cost: 0.0010 ips: 12.2905 images/s [11/15 12:59:41] ppdet.engine INFO: Epoch: [43] [ 300/3251] learning_rate: 0.121531 loss_vfl: 0.804883 loss_bbox: 0.275429 loss_dfl: 0.186212 loss: 1.244334 eta: 4 days, 15:39:40 batch_cost: 2.2794 data_cost: 0.0011 ips: 12.2838 images/s [11/15 13:00:29] ppdet.engine INFO: Epoch: [43] [ 320/3251] learning_rate: 0.121512 loss_vfl: 0.812573 loss_bbox: 0.273048 loss_dfl: 0.178234 loss: 1.265629 eta: 4 days, 15:38:59 batch_cost: 2.2367 data_cost: 0.0009 ips: 12.5186 images/s [11/15 13:01:14] ppdet.engine INFO: Epoch: [43] [ 340/3251] learning_rate: 0.121494 loss_vfl: 0.827663 loss_bbox: 0.278093 loss_dfl: 0.180087 loss: 1.317788 eta: 4 days, 15:38:14 batch_cost: 2.1369 data_cost: 0.0009 ips: 13.1032 images/s [11/15 13:01:59] ppdet.engine INFO: Epoch: [43] [ 360/3251] learning_rate: 0.121475 loss_vfl: 0.801533 loss_bbox: 0.296071 loss_dfl: 0.199548 loss: 1.282211 eta: 4 days, 15:37:30 batch_cost: 2.1444 data_cost: 0.0009 ips: 13.0570 images/s [11/15 13:02:47] ppdet.engine INFO: Epoch: [43] [ 380/3251] learning_rate: 0.121456 loss_vfl: 0.830655 loss_bbox: 0.299055 loss_dfl: 0.198066 loss: 1.323456 eta: 4 days, 15:36:49 batch_cost: 2.2492 data_cost: 0.0010 ips: 12.4487 images/s [11/15 13:03:33] ppdet.engine INFO: Epoch: [43] [ 400/3251] learning_rate: 0.121437 loss_vfl: 0.803722 loss_bbox: 0.256365 loss_dfl: 0.178775 loss: 1.240514 eta: 4 days, 15:36:04 batch_cost: 2.1438 data_cost: 0.0011 ips: 13.0610 images/s [11/15 13:04:20] ppdet.engine INFO: Epoch: [43] [ 420/3251] learning_rate: 0.121418 loss_vfl: 0.836076 loss_bbox: 0.262773 loss_dfl: 0.171138 loss: 1.278369 eta: 4 days, 15:35:23 batch_cost: 2.2383 data_cost: 0.0014 ips: 12.5093 images/s [11/15 13:05:03] ppdet.engine INFO: Epoch: [43] [ 440/3251] learning_rate: 0.121399 loss_vfl: 0.788405 loss_bbox: 0.287847 loss_dfl: 0.194039 loss: 1.286160 eta: 4 days, 15:34:37 batch_cost: 2.0952 data_cost: 0.0011 ips: 13.3636 images/s [11/15 13:05:49] ppdet.engine INFO: Epoch: [43] [ 460/3251] learning_rate: 0.121380 loss_vfl: 0.794629 loss_bbox: 0.308582 loss_dfl: 0.192585 loss: 1.277681 eta: 4 days, 15:33:54 batch_cost: 2.1795 data_cost: 0.0010 ips: 12.8469 images/s [11/15 13:06:35] ppdet.engine INFO: Epoch: [43] [ 480/3251] learning_rate: 0.121361 loss_vfl: 0.829736 loss_bbox: 0.307102 loss_dfl: 0.194502 loss: 1.318311 eta: 4 days, 15:33:11 batch_cost: 2.1991 data_cost: 0.0009 ips: 12.7324 images/s [11/15 13:07:21] ppdet.engine INFO: Epoch: [43] [ 500/3251] learning_rate: 0.121343 loss_vfl: 0.818718 loss_bbox: 0.309067 loss_dfl: 0.192066 loss: 1.299934 eta: 4 days, 15:32:27 batch_cost: 2.1626 data_cost: 0.0010 ips: 12.9471 images/s [11/15 13:08:08] ppdet.engine INFO: Epoch: [43] [ 520/3251] learning_rate: 0.121324 loss_vfl: 0.820491 loss_bbox: 0.287710 loss_dfl: 0.189386 loss: 1.307656 eta: 4 days, 15:31:45 batch_cost: 2.2182 data_cost: 0.0010 ips: 12.6226 images/s [11/15 13:08:56] ppdet.engine INFO: Epoch: [43] [ 540/3251] learning_rate: 0.121305 loss_vfl: 0.805607 loss_bbox: 0.268126 loss_dfl: 0.177483 loss: 1.228912 eta: 4 days, 15:31:04 batch_cost: 2.2658 data_cost: 0.0016 ips: 12.3575 images/s [11/15 13:09:41] ppdet.engine INFO: Epoch: [43] [ 560/3251] learning_rate: 0.121286 loss_vfl: 0.805774 loss_bbox: 0.286580 loss_dfl: 0.190655 loss: 1.269217 eta: 4 days, 15:30:20 batch_cost: 2.1414 data_cost: 0.0009 ips: 13.0753 images/s [11/15 13:10:27] ppdet.engine INFO: Epoch: [43] [ 580/3251] learning_rate: 0.121267 loss_vfl: 0.821715 loss_bbox: 0.287726 loss_dfl: 0.178514 loss: 1.313956 eta: 4 days, 15:29:35 batch_cost: 2.1116 data_cost: 0.0010 ips: 13.2604 images/s [11/15 13:11:14] ppdet.engine INFO: Epoch: [43] [ 600/3251] learning_rate: 0.121248 loss_vfl: 0.800223 loss_bbox: 0.323165 loss_dfl: 0.201900 loss: 1.315291 eta: 4 days, 15:28:54 batch_cost: 2.2588 data_cost: 0.0019 ips: 12.3957 images/s [11/15 13:12:00] ppdet.engine INFO: Epoch: [43] [ 620/3251] learning_rate: 0.121229 loss_vfl: 0.805002 loss_bbox: 0.292056 loss_dfl: 0.187145 loss: 1.292791 eta: 4 days, 15:28:09 batch_cost: 2.1448 data_cost: 0.0010 ips: 13.0549 images/s [11/15 13:12:47] ppdet.engine INFO: Epoch: [43] [ 640/3251] learning_rate: 0.121210 loss_vfl: 0.805741 loss_bbox: 0.303702 loss_dfl: 0.183874 loss: 1.298921 eta: 4 days, 15:27:26 batch_cost: 2.1684 data_cost: 0.0010 ips: 12.9127 images/s [11/15 13:13:34] ppdet.engine INFO: Epoch: [43] [ 660/3251] learning_rate: 0.121191 loss_vfl: 0.809566 loss_bbox: 0.307275 loss_dfl: 0.191001 loss: 1.331424 eta: 4 days, 15:26:44 batch_cost: 2.2252 data_cost: 0.0011 ips: 12.5834 images/s [11/15 13:14:21] ppdet.engine INFO: Epoch: [43] [ 680/3251] learning_rate: 0.121173 loss_vfl: 0.810023 loss_bbox: 0.288202 loss_dfl: 0.185791 loss: 1.329012 eta: 4 days, 15:26:02 batch_cost: 2.2295 data_cost: 0.0009 ips: 12.5587 images/s [11/15 13:15:08] ppdet.engine INFO: Epoch: [43] [ 700/3251] learning_rate: 0.121154 loss_vfl: 0.829771 loss_bbox: 0.277094 loss_dfl: 0.191390 loss: 1.285532 eta: 4 days, 15:25:20 batch_cost: 2.2264 data_cost: 0.0009 ips: 12.5765 images/s [11/15 13:15:55] ppdet.engine INFO: Epoch: [43] [ 720/3251] learning_rate: 0.121135 loss_vfl: 0.801647 loss_bbox: 0.307156 loss_dfl: 0.192495 loss: 1.324750 eta: 4 days, 15:24:37 batch_cost: 2.2188 data_cost: 0.0009 ips: 12.6193 images/s [11/15 13:16:43] ppdet.engine INFO: Epoch: [43] [ 740/3251] learning_rate: 0.121116 loss_vfl: 0.833618 loss_bbox: 0.312017 loss_dfl: 0.203169 loss: 1.362728 eta: 4 days, 15:23:57 batch_cost: 2.2755 data_cost: 0.0009 ips: 12.3051 images/s [11/15 13:17:27] ppdet.engine INFO: Epoch: [43] [ 760/3251] learning_rate: 0.121097 loss_vfl: 0.825609 loss_bbox: 0.306704 loss_dfl: 0.201366 loss: 1.341361 eta: 4 days, 15:23:12 batch_cost: 2.1265 data_cost: 0.0016 ips: 13.1669 images/s [11/15 13:18:16] ppdet.engine INFO: Epoch: [43] [ 780/3251] learning_rate: 0.121078 loss_vfl: 0.810599 loss_bbox: 0.253902 loss_dfl: 0.180077 loss: 1.238169 eta: 4 days, 15:22:32 batch_cost: 2.3202 data_cost: 0.0009 ips: 12.0680 images/s [11/15 13:19:03] ppdet.engine INFO: Epoch: [43] [ 800/3251] learning_rate: 0.121059 loss_vfl: 0.811163 loss_bbox: 0.277473 loss_dfl: 0.184404 loss: 1.285328 eta: 4 days, 15:21:50 batch_cost: 2.2067 data_cost: 0.0009 ips: 12.6885 images/s [11/15 13:19:49] ppdet.engine INFO: Epoch: [43] [ 820/3251] learning_rate: 0.121040 loss_vfl: 0.809986 loss_bbox: 0.290919 loss_dfl: 0.183982 loss: 1.273770 eta: 4 days, 15:21:05 batch_cost: 2.1262 data_cost: 0.0009 ips: 13.1688 images/s [11/15 13:20:36] ppdet.engine INFO: Epoch: [43] [ 840/3251] learning_rate: 0.121021 loss_vfl: 0.801796 loss_bbox: 0.261291 loss_dfl: 0.179603 loss: 1.295646 eta: 4 days, 15:20:23 batch_cost: 2.2223 data_cost: 0.0009 ips: 12.5996 images/s [11/15 13:21:24] ppdet.engine INFO: Epoch: [43] [ 860/3251] learning_rate: 0.121003 loss_vfl: 0.815855 loss_bbox: 0.266719 loss_dfl: 0.183288 loss: 1.252345 eta: 4 days, 15:19:42 batch_cost: 2.2747 data_cost: 0.0009 ips: 12.3092 images/s [11/15 13:22:09] ppdet.engine INFO: Epoch: [43] [ 880/3251] learning_rate: 0.120984 loss_vfl: 0.804017 loss_bbox: 0.281902 loss_dfl: 0.185453 loss: 1.280734 eta: 4 days, 15:18:58 batch_cost: 2.1292 data_cost: 0.0019 ips: 13.1505 images/s [11/15 13:22:56] ppdet.engine INFO: Epoch: [43] [ 900/3251] learning_rate: 0.120965 loss_vfl: 0.806524 loss_bbox: 0.289697 loss_dfl: 0.194108 loss: 1.302764 eta: 4 days, 15:18:15 batch_cost: 2.2212 data_cost: 0.0011 ips: 12.6058 images/s [11/15 13:23:43] ppdet.engine INFO: Epoch: [43] [ 920/3251] learning_rate: 0.120946 loss_vfl: 0.807553 loss_bbox: 0.268511 loss_dfl: 0.174136 loss: 1.207230 eta: 4 days, 15:17:33 batch_cost: 2.1989 data_cost: 0.0009 ips: 12.7334 images/s [11/15 13:24:28] ppdet.engine INFO: Epoch: [43] [ 940/3251] learning_rate: 0.120927 loss_vfl: 0.823560 loss_bbox: 0.271767 loss_dfl: 0.180036 loss: 1.270385 eta: 4 days, 15:16:48 batch_cost: 2.1351 data_cost: 0.0009 ips: 13.1140 images/s [11/15 13:25:14] ppdet.engine INFO: Epoch: [43] [ 960/3251] learning_rate: 0.120908 loss_vfl: 0.798421 loss_bbox: 0.270756 loss_dfl: 0.175941 loss: 1.250995 eta: 4 days, 15:16:02 batch_cost: 2.0776 data_cost: 0.0009 ips: 13.4773 images/s [11/15 13:26:01] ppdet.engine INFO: Epoch: [43] [ 980/3251] learning_rate: 0.120889 loss_vfl: 0.804073 loss_bbox: 0.276633 loss_dfl: 0.189252 loss: 1.266094 eta: 4 days, 15:15:21 batch_cost: 2.2417 data_cost: 0.0009 ips: 12.4904 images/s [11/15 13:26:48] ppdet.engine INFO: Epoch: [43] [1000/3251] learning_rate: 0.120870 loss_vfl: 0.826360 loss_bbox: 0.271540 loss_dfl: 0.179029 loss: 1.278602 eta: 4 days, 15:14:39 batch_cost: 2.2451 data_cost: 0.0010 ips: 12.4716 images/s [11/15 13:27:31] ppdet.engine INFO: Epoch: [43] [1020/3251] learning_rate: 0.120851 loss_vfl: 0.826558 loss_bbox: 0.287939 loss_dfl: 0.182246 loss: 1.284189 eta: 4 days, 15:13:50 batch_cost: 1.9545 data_cost: 0.0009 ips: 14.3262 images/s [11/15 13:28:18] ppdet.engine INFO: Epoch: [43] [1040/3251] learning_rate: 0.120832 loss_vfl: 0.809507 loss_bbox: 0.267443 loss_dfl: 0.178252 loss: 1.266038 eta: 4 days, 15:13:08 batch_cost: 2.2490 data_cost: 0.0010 ips: 12.4498 images/s [11/15 13:29:07] ppdet.engine INFO: Epoch: [43] [1060/3251] learning_rate: 0.120814 loss_vfl: 0.811023 loss_bbox: 0.312338 loss_dfl: 0.195898 loss: 1.309253 eta: 4 days, 15:12:28 batch_cost: 2.2835 data_cost: 0.0012 ips: 12.2619 images/s [11/15 13:29:55] ppdet.engine INFO: Epoch: [43] [1080/3251] learning_rate: 0.120795 loss_vfl: 0.826628 loss_bbox: 0.287547 loss_dfl: 0.187546 loss: 1.292991 eta: 4 days, 15:11:47 batch_cost: 2.2674 data_cost: 0.0010 ips: 12.3491 images/s [11/15 13:30:40] ppdet.engine INFO: Epoch: [43] [1100/3251] learning_rate: 0.120776 loss_vfl: 0.784000 loss_bbox: 0.288136 loss_dfl: 0.182448 loss: 1.253728 eta: 4 days, 15:11:01 batch_cost: 2.0972 data_cost: 0.0010 ips: 13.3513 images/s [11/15 13:31:27] ppdet.engine INFO: Epoch: [43] [1120/3251] learning_rate: 0.120757 loss_vfl: 0.837905 loss_bbox: 0.263290 loss_dfl: 0.171760 loss: 1.274983 eta: 4 days, 15:10:19 batch_cost: 2.2138 data_cost: 0.0010 ips: 12.6481 images/s [11/15 13:32:15] ppdet.engine INFO: Epoch: [43] [1140/3251] learning_rate: 0.120738 loss_vfl: 0.815466 loss_bbox: 0.269112 loss_dfl: 0.191676 loss: 1.293451 eta: 4 days, 15:09:37 batch_cost: 2.2326 data_cost: 0.0018 ips: 12.5417 images/s [11/15 13:33:02] ppdet.engine INFO: Epoch: [43] [1160/3251] learning_rate: 0.120719 loss_vfl: 0.801221 loss_bbox: 0.280785 loss_dfl: 0.183013 loss: 1.340284 eta: 4 days, 15:08:54 batch_cost: 2.1926 data_cost: 0.0009 ips: 12.7705 images/s [11/15 13:33:47] ppdet.engine INFO: Epoch: [43] [1180/3251] learning_rate: 0.120700 loss_vfl: 0.817971 loss_bbox: 0.305228 loss_dfl: 0.186862 loss: 1.309999 eta: 4 days, 15:08:07 batch_cost: 2.0304 data_cost: 0.0012 ips: 13.7906 images/s [11/15 13:34:33] ppdet.engine INFO: Epoch: [43] [1200/3251] learning_rate: 0.120681 loss_vfl: 0.832282 loss_bbox: 0.286561 loss_dfl: 0.198608 loss: 1.314884 eta: 4 days, 15:07:22 batch_cost: 2.1294 data_cost: 0.0010 ips: 13.1489 images/s [11/15 13:35:18] ppdet.engine INFO: Epoch: [43] [1220/3251] learning_rate: 0.120662 loss_vfl: 0.823947 loss_bbox: 0.270288 loss_dfl: 0.180734 loss: 1.280895 eta: 4 days, 15:06:39 batch_cost: 2.1673 data_cost: 0.0009 ips: 12.9196 images/s [11/15 13:36:06] ppdet.engine INFO: Epoch: [43] [1240/3251] learning_rate: 0.120643 loss_vfl: 0.816000 loss_bbox: 0.305060 loss_dfl: 0.199991 loss: 1.327654 eta: 4 days, 15:05:59 batch_cost: 2.2992 data_cost: 0.0009 ips: 12.1782 images/s [11/15 13:36:51] ppdet.engine INFO: Epoch: [43] [1260/3251] learning_rate: 0.120624 loss_vfl: 0.821908 loss_bbox: 0.286604 loss_dfl: 0.186419 loss: 1.316796 eta: 4 days, 15:05:14 batch_cost: 2.1140 data_cost: 0.0010 ips: 13.2453 images/s [11/15 13:37:41] ppdet.engine INFO: Epoch: [43] [1280/3251] learning_rate: 0.120606 loss_vfl: 0.800073 loss_bbox: 0.280430 loss_dfl: 0.186174 loss: 1.312813 eta: 4 days, 15:04:35 batch_cost: 2.3753 data_cost: 0.0009 ips: 11.7881 images/s [11/15 13:38:28] ppdet.engine INFO: Epoch: [43] [1300/3251] learning_rate: 0.120587 loss_vfl: 0.799529 loss_bbox: 0.285450 loss_dfl: 0.185897 loss: 1.269980 eta: 4 days, 15:03:53 batch_cost: 2.2276 data_cost: 0.0011 ips: 12.5697 images/s [11/15 13:39:15] ppdet.engine INFO: Epoch: [43] [1320/3251] learning_rate: 0.120568 loss_vfl: 0.806687 loss_bbox: 0.322482 loss_dfl: 0.208907 loss: 1.337058 eta: 4 days, 15:03:12 batch_cost: 2.2420 data_cost: 0.0009 ips: 12.4891 images/s [11/15 13:40:01] ppdet.engine INFO: Epoch: [43] [1340/3251] learning_rate: 0.120549 loss_vfl: 0.824997 loss_bbox: 0.285353 loss_dfl: 0.187298 loss: 1.306555 eta: 4 days, 15:02:29 batch_cost: 2.1838 data_cost: 0.0009 ips: 12.8219 images/s [11/15 13:40:47] ppdet.engine INFO: Epoch: [43] [1360/3251] learning_rate: 0.120530 loss_vfl: 0.824380 loss_bbox: 0.290896 loss_dfl: 0.190489 loss: 1.294896 eta: 4 days, 15:01:45 batch_cost: 2.1634 data_cost: 0.0009 ips: 12.9426 images/s [11/15 13:41:34] ppdet.engine INFO: Epoch: [43] [1380/3251] learning_rate: 0.120511 loss_vfl: 0.829192 loss_bbox: 0.307242 loss_dfl: 0.199951 loss: 1.334466 eta: 4 days, 15:01:03 batch_cost: 2.2146 data_cost: 0.0010 ips: 12.6432 images/s [11/15 13:42:19] ppdet.engine INFO: Epoch: [43] [1400/3251] learning_rate: 0.120492 loss_vfl: 0.814691 loss_bbox: 0.274929 loss_dfl: 0.190105 loss: 1.297034 eta: 4 days, 15:00:18 batch_cost: 2.1212 data_cost: 0.0010 ips: 13.1999 images/s [11/15 13:43:09] ppdet.engine INFO: Epoch: [43] [1420/3251] learning_rate: 0.120473 loss_vfl: 0.796456 loss_bbox: 0.303264 loss_dfl: 0.199396 loss: 1.316985 eta: 4 days, 14:59:37 batch_cost: 2.2821 data_cost: 0.0010 ips: 12.2696 images/s [11/15 13:43:54] ppdet.engine INFO: Epoch: [43] [1440/3251] learning_rate: 0.120454 loss_vfl: 0.803874 loss_bbox: 0.291431 loss_dfl: 0.191494 loss: 1.270293 eta: 4 days, 14:58:52 batch_cost: 2.1073 data_cost: 0.0011 ips: 13.2872 images/s [11/15 13:44:39] ppdet.engine INFO: Epoch: [43] [1460/3251] learning_rate: 0.120435 loss_vfl: 0.821787 loss_bbox: 0.291770 loss_dfl: 0.200723 loss: 1.304868 eta: 4 days, 14:58:08 batch_cost: 2.1519 data_cost: 0.0010 ips: 13.0120 images/s [11/15 13:45:23] ppdet.engine INFO: Epoch: [43] [1480/3251] learning_rate: 0.120416 loss_vfl: 0.824123 loss_bbox: 0.266753 loss_dfl: 0.174870 loss: 1.258253 eta: 4 days, 14:57:23 batch_cost: 2.0973 data_cost: 0.0009 ips: 13.3505 images/s [11/15 13:46:12] ppdet.engine INFO: Epoch: [43] [1500/3251] learning_rate: 0.120397 loss_vfl: 0.797244 loss_bbox: 0.286370 loss_dfl: 0.180374 loss: 1.293094 eta: 4 days, 14:56:41 batch_cost: 2.2659 data_cost: 0.0012 ips: 12.3572 images/s [11/15 13:46:56] ppdet.engine INFO: Epoch: [43] [1520/3251] learning_rate: 0.120379 loss_vfl: 0.806274 loss_bbox: 0.264216 loss_dfl: 0.178523 loss: 1.231508 eta: 4 days, 14:55:57 batch_cost: 2.1432 data_cost: 0.0017 ips: 13.0644 images/s [11/15 13:47:44] ppdet.engine INFO: Epoch: [43] [1540/3251] learning_rate: 0.120360 loss_vfl: 0.837247 loss_bbox: 0.280863 loss_dfl: 0.184061 loss: 1.294704 eta: 4 days, 14:55:15 batch_cost: 2.2352 data_cost: 0.0010 ips: 12.5266 images/s [11/15 13:48:28] ppdet.engine INFO: Epoch: [43] [1560/3251] learning_rate: 0.120341 loss_vfl: 0.821992 loss_bbox: 0.289110 loss_dfl: 0.197388 loss: 1.338126 eta: 4 days, 14:54:30 batch_cost: 2.1059 data_cost: 0.0010 ips: 13.2963 images/s [11/15 13:49:14] ppdet.engine INFO: Epoch: [43] [1580/3251] learning_rate: 0.120322 loss_vfl: 0.844353 loss_bbox: 0.287305 loss_dfl: 0.190566 loss: 1.304497 eta: 4 days, 14:53:46 batch_cost: 2.1307 data_cost: 0.0010 ips: 13.1410 images/s [11/15 13:49:58] ppdet.engine INFO: Epoch: [43] [1600/3251] learning_rate: 0.120303 loss_vfl: 0.808114 loss_bbox: 0.347201 loss_dfl: 0.214759 loss: 1.352895 eta: 4 days, 14:53:00 batch_cost: 2.0769 data_cost: 0.0010 ips: 13.4813 images/s [11/15 13:50:45] ppdet.engine INFO: Epoch: [43] [1620/3251] learning_rate: 0.120284 loss_vfl: 0.828809 loss_bbox: 0.289182 loss_dfl: 0.192986 loss: 1.295626 eta: 4 days, 14:52:19 batch_cost: 2.2731 data_cost: 0.0011 ips: 12.3182 images/s [11/15 13:51:30] ppdet.engine INFO: Epoch: [43] [1640/3251] learning_rate: 0.120265 loss_vfl: 0.811812 loss_bbox: 0.298773 loss_dfl: 0.210934 loss: 1.313673 eta: 4 days, 14:51:34 batch_cost: 2.1183 data_cost: 0.0009 ips: 13.2178 images/s [11/15 13:52:18] ppdet.engine INFO: Epoch: [43] [1660/3251] learning_rate: 0.120246 loss_vfl: 0.803662 loss_bbox: 0.279821 loss_dfl: 0.187429 loss: 1.296381 eta: 4 days, 14:50:54 batch_cost: 2.2940 data_cost: 0.0014 ips: 12.2056 images/s [11/15 13:53:05] ppdet.engine INFO: Epoch: [43] [1680/3251] learning_rate: 0.120227 loss_vfl: 0.805267 loss_bbox: 0.299273 loss_dfl: 0.199415 loss: 1.328040 eta: 4 days, 14:50:11 batch_cost: 2.1924 data_cost: 0.0009 ips: 12.7715 images/s [11/15 13:53:49] ppdet.engine INFO: Epoch: [43] [1700/3251] learning_rate: 0.120208 loss_vfl: 0.826091 loss_bbox: 0.259457 loss_dfl: 0.179741 loss: 1.284673 eta: 4 days, 14:49:25 batch_cost: 2.0869 data_cost: 0.0009 ips: 13.4170 images/s [11/15 13:54:37] ppdet.engine INFO: Epoch: [43] [1720/3251] learning_rate: 0.120189 loss_vfl: 0.814280 loss_bbox: 0.301326 loss_dfl: 0.195161 loss: 1.351975 eta: 4 days, 14:48:43 batch_cost: 2.2318 data_cost: 0.0009 ips: 12.5458 images/s [11/15 13:55:23] ppdet.engine INFO: Epoch: [43] [1740/3251] learning_rate: 0.120170 loss_vfl: 0.834640 loss_bbox: 0.256622 loss_dfl: 0.171997 loss: 1.248064 eta: 4 days, 14:47:59 batch_cost: 2.1575 data_cost: 0.0010 ips: 12.9777 images/s [11/15 13:56:08] ppdet.engine INFO: Epoch: [43] [1760/3251] learning_rate: 0.120151 loss_vfl: 0.802159 loss_bbox: 0.261932 loss_dfl: 0.179701 loss: 1.232084 eta: 4 days, 14:47:16 batch_cost: 2.1674 data_cost: 0.0011 ips: 12.9189 images/s [11/15 13:56:55] ppdet.engine INFO: Epoch: [43] [1780/3251] learning_rate: 0.120133 loss_vfl: 0.836909 loss_bbox: 0.265043 loss_dfl: 0.181773 loss: 1.297246 eta: 4 days, 14:46:33 batch_cost: 2.2030 data_cost: 0.0012 ips: 12.7097 images/s [11/15 13:57:40] ppdet.engine INFO: Epoch: [43] [1800/3251] learning_rate: 0.120114 loss_vfl: 0.811067 loss_bbox: 0.277164 loss_dfl: 0.179802 loss: 1.292673 eta: 4 days, 14:45:48 batch_cost: 2.1217 data_cost: 0.0010 ips: 13.1971 images/s [11/15 13:58:28] ppdet.engine INFO: Epoch: [43] [1820/3251] learning_rate: 0.120095 loss_vfl: 0.823647 loss_bbox: 0.274505 loss_dfl: 0.174810 loss: 1.295656 eta: 4 days, 14:45:07 batch_cost: 2.2724 data_cost: 0.0010 ips: 12.3219 images/s [11/15 13:59:14] ppdet.engine INFO: Epoch: [43] [1840/3251] learning_rate: 0.120076 loss_vfl: 0.822384 loss_bbox: 0.269946 loss_dfl: 0.189879 loss: 1.323652 eta: 4 days, 14:44:25 batch_cost: 2.2302 data_cost: 0.0010 ips: 12.5549 images/s [11/15 14:00:01] ppdet.engine INFO: Epoch: [43] [1860/3251] learning_rate: 0.120057 loss_vfl: 0.818429 loss_bbox: 0.308842 loss_dfl: 0.199416 loss: 1.315105 eta: 4 days, 14:43:43 batch_cost: 2.1999 data_cost: 0.0010 ips: 12.7280 images/s [11/15 14:00:47] ppdet.engine INFO: Epoch: [43] [1880/3251] learning_rate: 0.120038 loss_vfl: 0.804359 loss_bbox: 0.271994 loss_dfl: 0.183367 loss: 1.308382 eta: 4 days, 14:42:59 batch_cost: 2.1846 data_cost: 0.0014 ips: 12.8168 images/s [11/15 14:01:35] ppdet.engine INFO: Epoch: [43] [1900/3251] learning_rate: 0.120019 loss_vfl: 0.818294 loss_bbox: 0.299443 loss_dfl: 0.182967 loss: 1.303897 eta: 4 days, 14:42:19 batch_cost: 2.2817 data_cost: 0.0010 ips: 12.2717 images/s [11/15 14:02:21] ppdet.engine INFO: Epoch: [43] [1920/3251] learning_rate: 0.120000 loss_vfl: 0.821024 loss_bbox: 0.324445 loss_dfl: 0.201383 loss: 1.327966 eta: 4 days, 14:41:36 batch_cost: 2.1934 data_cost: 0.0009 ips: 12.7653 images/s [11/15 14:03:05] ppdet.engine INFO: Epoch: [43] [1940/3251] learning_rate: 0.119981 loss_vfl: 0.814112 loss_bbox: 0.306874 loss_dfl: 0.197446 loss: 1.327045 eta: 4 days, 14:40:50 batch_cost: 2.0872 data_cost: 0.0010 ips: 13.4152 images/s [11/15 14:03:51] ppdet.engine INFO: Epoch: [43] [1960/3251] learning_rate: 0.119962 loss_vfl: 0.829140 loss_bbox: 0.271291 loss_dfl: 0.184129 loss: 1.310786 eta: 4 days, 14:40:06 batch_cost: 2.1445 data_cost: 0.0010 ips: 13.0564 images/s [11/15 14:04:38] ppdet.engine INFO: Epoch: [43] [1980/3251] learning_rate: 0.119943 loss_vfl: 0.817693 loss_bbox: 0.293646 loss_dfl: 0.184821 loss: 1.289430 eta: 4 days, 14:39:23 batch_cost: 2.2050 data_cost: 0.0010 ips: 12.6985 images/s [11/15 14:05:23] ppdet.engine INFO: Epoch: [43] [2000/3251] learning_rate: 0.119924 loss_vfl: 0.827537 loss_bbox: 0.267951 loss_dfl: 0.173625 loss: 1.249596 eta: 4 days, 14:38:38 batch_cost: 2.0855 data_cost: 0.0010 ips: 13.4259 images/s [11/15 14:06:11] ppdet.engine INFO: Epoch: [43] [2020/3251] learning_rate: 0.119905 loss_vfl: 0.786848 loss_bbox: 0.278763 loss_dfl: 0.191250 loss: 1.251231 eta: 4 days, 14:37:55 batch_cost: 2.2242 data_cost: 0.0010 ips: 12.5887 images/s [11/15 14:06:58] ppdet.engine INFO: Epoch: [43] [2040/3251] learning_rate: 0.119886 loss_vfl: 0.792201 loss_bbox: 0.292837 loss_dfl: 0.191688 loss: 1.299772 eta: 4 days, 14:37:14 batch_cost: 2.2437 data_cost: 0.0009 ips: 12.4793 images/s [11/15 14:07:45] ppdet.engine INFO: Epoch: [43] [2060/3251] learning_rate: 0.119867 loss_vfl: 0.793316 loss_bbox: 0.363855 loss_dfl: 0.221423 loss: 1.366811 eta: 4 days, 14:36:31 batch_cost: 2.1994 data_cost: 0.0021 ips: 12.7305 images/s [11/15 14:08:31] ppdet.engine INFO: Epoch: [43] [2080/3251] learning_rate: 0.119848 loss_vfl: 0.818122 loss_bbox: 0.293370 loss_dfl: 0.189270 loss: 1.267152 eta: 4 days, 14:35:48 batch_cost: 2.1898 data_cost: 0.0015 ips: 12.7864 images/s [11/15 14:09:20] ppdet.engine INFO: Epoch: [43] [2100/3251] learning_rate: 0.119830 loss_vfl: 0.830120 loss_bbox: 0.300444 loss_dfl: 0.190263 loss: 1.295363 eta: 4 days, 14:35:08 batch_cost: 2.2895 data_cost: 0.0010 ips: 12.2297 images/s [11/15 14:10:05] ppdet.engine INFO: Epoch: [43] [2120/3251] learning_rate: 0.119811 loss_vfl: 0.807041 loss_bbox: 0.288926 loss_dfl: 0.190638 loss: 1.271422 eta: 4 days, 14:34:22 batch_cost: 2.1036 data_cost: 0.0010 ips: 13.3106 images/s [11/15 14:10:53] ppdet.engine INFO: Epoch: [43] [2140/3251] learning_rate: 0.119792 loss_vfl: 0.802714 loss_bbox: 0.275457 loss_dfl: 0.189469 loss: 1.250849 eta: 4 days, 14:33:42 batch_cost: 2.2789 data_cost: 0.0009 ips: 12.2865 images/s [11/15 14:11:39] ppdet.engine INFO: Epoch: [43] [2160/3251] learning_rate: 0.119773 loss_vfl: 0.828195 loss_bbox: 0.289231 loss_dfl: 0.198152 loss: 1.312021 eta: 4 days, 14:32:58 batch_cost: 2.1729 data_cost: 0.0009 ips: 12.8857 images/s [11/15 14:12:25] ppdet.engine INFO: Epoch: [43] [2180/3251] learning_rate: 0.119754 loss_vfl: 0.832851 loss_bbox: 0.286634 loss_dfl: 0.190654 loss: 1.280368 eta: 4 days, 14:32:12 batch_cost: 2.0646 data_cost: 0.0011 ips: 13.5619 images/s [11/15 14:13:12] ppdet.engine INFO: Epoch: [43] [2200/3251] learning_rate: 0.119735 loss_vfl: 0.803401 loss_bbox: 0.268875 loss_dfl: 0.188292 loss: 1.231931 eta: 4 days, 14:31:29 batch_cost: 2.2118 data_cost: 0.0011 ips: 12.6593 images/s [11/15 14:13:57] ppdet.engine INFO: Epoch: [43] [2220/3251] learning_rate: 0.119716 loss_vfl: 0.829261 loss_bbox: 0.287895 loss_dfl: 0.190962 loss: 1.290086 eta: 4 days, 14:30:44 batch_cost: 2.1016 data_cost: 0.0010 ips: 13.3232 images/s [11/15 14:14:42] ppdet.engine INFO: Epoch: [43] [2240/3251] learning_rate: 0.119697 loss_vfl: 0.807962 loss_bbox: 0.287666 loss_dfl: 0.193253 loss: 1.306521 eta: 4 days, 14:30:00 batch_cost: 2.1524 data_cost: 0.0013 ips: 13.0090 images/s [11/15 14:15:29] ppdet.engine INFO: Epoch: [43] [2260/3251] learning_rate: 0.119678 loss_vfl: 0.823553 loss_bbox: 0.264047 loss_dfl: 0.184858 loss: 1.279541 eta: 4 days, 14:29:19 batch_cost: 2.2480 data_cost: 0.0015 ips: 12.4558 images/s [11/15 14:16:17] ppdet.engine INFO: Epoch: [43] [2280/3251] learning_rate: 0.119659 loss_vfl: 0.785188 loss_bbox: 0.266143 loss_dfl: 0.171161 loss: 1.236519 eta: 4 days, 14:28:38 batch_cost: 2.2982 data_cost: 0.0009 ips: 12.1835 images/s [11/15 14:17:03] ppdet.engine INFO: Epoch: [43] [2300/3251] learning_rate: 0.119640 loss_vfl: 0.813751 loss_bbox: 0.277811 loss_dfl: 0.180778 loss: 1.260624 eta: 4 days, 14:27:56 batch_cost: 2.1979 data_cost: 0.0012 ips: 12.7394 images/s [11/15 14:17:49] ppdet.engine INFO: Epoch: [43] [2320/3251] learning_rate: 0.119621 loss_vfl: 0.836677 loss_bbox: 0.273757 loss_dfl: 0.179209 loss: 1.326079 eta: 4 days, 14:27:11 batch_cost: 2.1246 data_cost: 0.0011 ips: 13.1787 images/s [11/15 14:18:35] ppdet.engine INFO: Epoch: [43] [2340/3251] learning_rate: 0.119602 loss_vfl: 0.840255 loss_bbox: 0.282823 loss_dfl: 0.182121 loss: 1.300054 eta: 4 days, 14:26:25 batch_cost: 2.0782 data_cost: 0.0010 ips: 13.4734 images/s [11/15 14:19:22] ppdet.engine INFO: Epoch: [43] [2360/3251] learning_rate: 0.119583 loss_vfl: 0.819852 loss_bbox: 0.284894 loss_dfl: 0.194178 loss: 1.296310 eta: 4 days, 14:25:40 batch_cost: 2.1002 data_cost: 0.0010 ips: 13.3323 images/s [11/15 14:20:09] ppdet.engine INFO: Epoch: [43] [2380/3251] learning_rate: 0.119564 loss_vfl: 0.808541 loss_bbox: 0.289793 loss_dfl: 0.181559 loss: 1.289359 eta: 4 days, 14:24:57 batch_cost: 2.1885 data_cost: 0.0019 ips: 12.7943 images/s [11/15 14:20:56] ppdet.engine INFO: Epoch: [43] [2400/3251] learning_rate: 0.119545 loss_vfl: 0.816779 loss_bbox: 0.284873 loss_dfl: 0.180068 loss: 1.294009 eta: 4 days, 14:24:15 batch_cost: 2.2466 data_cost: 0.0010 ips: 12.4634 images/s [11/15 14:21:41] ppdet.engine INFO: Epoch: [43] [2420/3251] learning_rate: 0.119526 loss_vfl: 0.824533 loss_bbox: 0.281199 loss_dfl: 0.190063 loss: 1.277172 eta: 4 days, 14:23:31 batch_cost: 2.1655 data_cost: 0.0009 ips: 12.9302 images/s [11/15 14:22:29] ppdet.engine INFO: Epoch: [43] [2440/3251] learning_rate: 0.119507 loss_vfl: 0.821726 loss_bbox: 0.287069 loss_dfl: 0.189118 loss: 1.287435 eta: 4 days, 14:22:49 batch_cost: 2.2371 data_cost: 0.0009 ips: 12.5163 images/s [11/15 14:23:15] ppdet.engine INFO: Epoch: [43] [2460/3251] learning_rate: 0.119488 loss_vfl: 0.826415 loss_bbox: 0.303046 loss_dfl: 0.191544 loss: 1.309995 eta: 4 days, 14:22:05 batch_cost: 2.1162 data_cost: 0.0009 ips: 13.2313 images/s [11/15 14:24:00] ppdet.engine INFO: Epoch: [43] [2480/3251] learning_rate: 0.119469 loss_vfl: 0.821289 loss_bbox: 0.288691 loss_dfl: 0.198690 loss: 1.311369 eta: 4 days, 14:21:20 batch_cost: 2.1349 data_cost: 0.0010 ips: 13.1153 images/s [11/15 14:24:46] ppdet.engine INFO: Epoch: [43] [2500/3251] learning_rate: 0.119451 loss_vfl: 0.810828 loss_bbox: 0.297829 loss_dfl: 0.204233 loss: 1.333615 eta: 4 days, 14:20:35 batch_cost: 2.1273 data_cost: 0.0009 ips: 13.1620 images/s [11/15 14:25:33] ppdet.engine INFO: Epoch: [43] [2520/3251] learning_rate: 0.119432 loss_vfl: 0.805934 loss_bbox: 0.266760 loss_dfl: 0.172757 loss: 1.274836 eta: 4 days, 14:19:53 batch_cost: 2.2193 data_cost: 0.0009 ips: 12.6168 images/s [11/15 14:26:20] ppdet.engine INFO: Epoch: [43] [2540/3251] learning_rate: 0.119413 loss_vfl: 0.814741 loss_bbox: 0.307094 loss_dfl: 0.201151 loss: 1.317244 eta: 4 days, 14:19:11 batch_cost: 2.2401 data_cost: 0.0009 ips: 12.4995 images/s [11/15 14:27:05] ppdet.engine INFO: Epoch: [43] [2560/3251] learning_rate: 0.119394 loss_vfl: 0.812109 loss_bbox: 0.290657 loss_dfl: 0.189425 loss: 1.277063 eta: 4 days, 14:18:25 batch_cost: 2.0540 data_cost: 0.0010 ips: 13.6320 images/s [11/15 14:27:53] ppdet.engine INFO: Epoch: [43] [2580/3251] learning_rate: 0.119375 loss_vfl: 0.833971 loss_bbox: 0.255566 loss_dfl: 0.179832 loss: 1.301435 eta: 4 days, 14:17:45 batch_cost: 2.2928 data_cost: 0.0014 ips: 12.2123 images/s [11/15 14:28:37] ppdet.engine INFO: Epoch: [43] [2600/3251] learning_rate: 0.119356 loss_vfl: 0.814070 loss_bbox: 0.252760 loss_dfl: 0.184383 loss: 1.238898 eta: 4 days, 14:16:59 batch_cost: 2.0775 data_cost: 0.0009 ips: 13.4778 images/s [11/15 14:29:24] ppdet.engine INFO: Epoch: [43] [2620/3251] learning_rate: 0.119337 loss_vfl: 0.813150 loss_bbox: 0.284051 loss_dfl: 0.189122 loss: 1.293204 eta: 4 days, 14:16:15 batch_cost: 2.1735 data_cost: 0.0010 ips: 12.8827 images/s [11/15 14:30:10] ppdet.engine INFO: Epoch: [43] [2640/3251] learning_rate: 0.119318 loss_vfl: 0.821666 loss_bbox: 0.306675 loss_dfl: 0.195037 loss: 1.336569 eta: 4 days, 14:15:30 batch_cost: 2.0867 data_cost: 0.0012 ips: 13.4183 images/s [11/15 14:30:59] ppdet.engine INFO: Epoch: [43] [2660/3251] learning_rate: 0.119299 loss_vfl: 0.840131 loss_bbox: 0.284578 loss_dfl: 0.180661 loss: 1.271956 eta: 4 days, 14:14:50 batch_cost: 2.3136 data_cost: 0.0010 ips: 12.1023 images/s [11/15 14:31:45] ppdet.engine INFO: Epoch: [43] [2680/3251] learning_rate: 0.119280 loss_vfl: 0.796652 loss_bbox: 0.284910 loss_dfl: 0.189972 loss: 1.283661 eta: 4 days, 14:14:06 batch_cost: 2.1550 data_cost: 0.0011 ips: 12.9930 images/s [11/15 14:32:31] ppdet.engine INFO: Epoch: [43] [2700/3251] learning_rate: 0.119261 loss_vfl: 0.830342 loss_bbox: 0.271841 loss_dfl: 0.177598 loss: 1.295809 eta: 4 days, 14:13:22 batch_cost: 2.1738 data_cost: 0.0016 ips: 12.8805 images/s [11/15 14:33:17] ppdet.engine INFO: Epoch: [43] [2720/3251] learning_rate: 0.119242 loss_vfl: 0.819692 loss_bbox: 0.289537 loss_dfl: 0.185240 loss: 1.277991 eta: 4 days, 14:12:40 batch_cost: 2.2060 data_cost: 0.0017 ips: 12.6926 images/s [11/15 14:34:05] ppdet.engine INFO: Epoch: [43] [2740/3251] learning_rate: 0.119223 loss_vfl: 0.802270 loss_bbox: 0.281257 loss_dfl: 0.193798 loss: 1.282193 eta: 4 days, 14:11:59 batch_cost: 2.2867 data_cost: 0.0013 ips: 12.2449 images/s [11/15 14:34:50] ppdet.engine INFO: Epoch: [43] [2760/3251] learning_rate: 0.119204 loss_vfl: 0.799035 loss_bbox: 0.281593 loss_dfl: 0.192727 loss: 1.287676 eta: 4 days, 14:11:14 batch_cost: 2.1170 data_cost: 0.0009 ips: 13.2260 images/s [11/15 14:35:37] ppdet.engine INFO: Epoch: [43] [2780/3251] learning_rate: 0.119185 loss_vfl: 0.811561 loss_bbox: 0.300771 loss_dfl: 0.192054 loss: 1.308715 eta: 4 days, 14:10:31 batch_cost: 2.1769 data_cost: 0.0010 ips: 12.8622 images/s [11/15 14:36:24] ppdet.engine INFO: Epoch: [43] [2800/3251] learning_rate: 0.119166 loss_vfl: 0.834701 loss_bbox: 0.293987 loss_dfl: 0.193669 loss: 1.308034 eta: 4 days, 14:09:49 batch_cost: 2.2201 data_cost: 0.0010 ips: 12.6119 images/s [11/15 14:37:09] ppdet.engine INFO: Epoch: [43] [2820/3251] learning_rate: 0.119147 loss_vfl: 0.836922 loss_bbox: 0.303652 loss_dfl: 0.201021 loss: 1.328286 eta: 4 days, 14:09:05 batch_cost: 2.1626 data_cost: 0.0012 ips: 12.9471 images/s [11/15 14:37:54] ppdet.engine INFO: Epoch: [43] [2840/3251] learning_rate: 0.119128 loss_vfl: 0.806622 loss_bbox: 0.310793 loss_dfl: 0.195869 loss: 1.301908 eta: 4 days, 14:08:20 batch_cost: 2.1311 data_cost: 0.0011 ips: 13.1385 images/s [11/15 14:38:41] ppdet.engine INFO: Epoch: [43] [2860/3251] learning_rate: 0.119109 loss_vfl: 0.831027 loss_bbox: 0.295426 loss_dfl: 0.194893 loss: 1.312347 eta: 4 days, 14:07:38 batch_cost: 2.2092 data_cost: 0.0009 ips: 12.6740 images/s [11/15 14:39:26] ppdet.engine INFO: Epoch: [43] [2880/3251] learning_rate: 0.119090 loss_vfl: 0.792771 loss_bbox: 0.283591 loss_dfl: 0.191616 loss: 1.291793 eta: 4 days, 14:06:51 batch_cost: 2.0381 data_cost: 0.0010 ips: 13.7381 images/s [11/15 14:40:11] ppdet.engine INFO: Epoch: [43] [2900/3251] learning_rate: 0.119071 loss_vfl: 0.814654 loss_bbox: 0.252778 loss_dfl: 0.180664 loss: 1.251656 eta: 4 days, 14:06:07 batch_cost: 2.1412 data_cost: 0.0009 ips: 13.0766 images/s [11/15 14:40:58] ppdet.engine INFO: Epoch: [43] [2920/3251] learning_rate: 0.119052 loss_vfl: 0.815574 loss_bbox: 0.261413 loss_dfl: 0.184007 loss: 1.264839 eta: 4 days, 14:05:24 batch_cost: 2.1864 data_cost: 0.0010 ips: 12.8062 images/s [11/15 14:41:44] ppdet.engine INFO: Epoch: [43] [2940/3251] learning_rate: 0.119033 loss_vfl: 0.796650 loss_bbox: 0.292671 loss_dfl: 0.189779 loss: 1.302062 eta: 4 days, 14:04:40 batch_cost: 2.1817 data_cost: 0.0009 ips: 12.8343 images/s [11/15 14:42:31] ppdet.engine INFO: Epoch: [43] [2960/3251] learning_rate: 0.119014 loss_vfl: 0.809202 loss_bbox: 0.267375 loss_dfl: 0.180193 loss: 1.247321 eta: 4 days, 14:03:59 batch_cost: 2.2421 data_cost: 0.0009 ips: 12.4886 images/s [11/15 14:43:20] ppdet.engine INFO: Epoch: [43] [2980/3251] learning_rate: 0.118995 loss_vfl: 0.834293 loss_bbox: 0.305755 loss_dfl: 0.190848 loss: 1.331870 eta: 4 days, 14:03:18 batch_cost: 2.2987 data_cost: 0.0010 ips: 12.1807 images/s [11/15 14:44:08] ppdet.engine INFO: Epoch: [43] [3000/3251] learning_rate: 0.118976 loss_vfl: 0.837188 loss_bbox: 0.278165 loss_dfl: 0.179537 loss: 1.304005 eta: 4 days, 14:02:37 batch_cost: 2.2519 data_cost: 0.0010 ips: 12.4338 images/s [11/15 14:44:55] ppdet.engine INFO: Epoch: [43] [3020/3251] learning_rate: 0.118957 loss_vfl: 0.818363 loss_bbox: 0.310048 loss_dfl: 0.191980 loss: 1.340275 eta: 4 days, 14:01:55 batch_cost: 2.2188 data_cost: 0.0010 ips: 12.6194 images/s [11/15 14:45:41] ppdet.engine INFO: Epoch: [43] [3040/3251] learning_rate: 0.118938 loss_vfl: 0.819621 loss_bbox: 0.302772 loss_dfl: 0.191750 loss: 1.334380 eta: 4 days, 14:01:08 batch_cost: 2.0357 data_cost: 0.0009 ips: 13.7543 images/s [11/15 14:46:27] ppdet.engine INFO: Epoch: [43] [3060/3251] learning_rate: 0.118919 loss_vfl: 0.836875 loss_bbox: 0.310556 loss_dfl: 0.201539 loss: 1.345381 eta: 4 days, 14:00:24 batch_cost: 2.1637 data_cost: 0.0011 ips: 12.9410 images/s [11/15 14:47:13] ppdet.engine INFO: Epoch: [43] [3080/3251] learning_rate: 0.118900 loss_vfl: 0.831016 loss_bbox: 0.270291 loss_dfl: 0.169455 loss: 1.274699 eta: 4 days, 13:59:40 batch_cost: 2.1344 data_cost: 0.0009 ips: 13.1186 images/s [11/15 14:48:00] ppdet.engine INFO: Epoch: [43] [3100/3251] learning_rate: 0.118881 loss_vfl: 0.836172 loss_bbox: 0.273938 loss_dfl: 0.186180 loss: 1.320709 eta: 4 days, 13:58:56 batch_cost: 2.1709 data_cost: 0.0010 ips: 12.8976 images/s [11/15 14:48:46] ppdet.engine INFO: Epoch: [43] [3120/3251] learning_rate: 0.118862 loss_vfl: 0.838745 loss_bbox: 0.290407 loss_dfl: 0.187986 loss: 1.347049 eta: 4 days, 13:58:12 batch_cost: 2.1519 data_cost: 0.0009 ips: 13.0119 images/s [11/15 14:49:34] ppdet.engine INFO: Epoch: [43] [3140/3251] learning_rate: 0.118843 loss_vfl: 0.825678 loss_bbox: 0.292600 loss_dfl: 0.197629 loss: 1.343342 eta: 4 days, 13:57:30 batch_cost: 2.2368 data_cost: 0.0009 ips: 12.5178 images/s [11/15 14:50:19] ppdet.engine INFO: Epoch: [43] [3160/3251] learning_rate: 0.118825 loss_vfl: 0.830961 loss_bbox: 0.307488 loss_dfl: 0.190985 loss: 1.337492 eta: 4 days, 13:56:45 batch_cost: 2.0876 data_cost: 0.0009 ips: 13.4126 images/s [11/15 14:51:08] ppdet.engine INFO: Epoch: [43] [3180/3251] learning_rate: 0.118806 loss_vfl: 0.811053 loss_bbox: 0.300509 loss_dfl: 0.197097 loss: 1.261599 eta: 4 days, 13:56:05 batch_cost: 2.3426 data_cost: 0.0013 ips: 11.9526 images/s [11/15 14:51:53] ppdet.engine INFO: Epoch: [43] [3200/3251] learning_rate: 0.118787 loss_vfl: 0.810782 loss_bbox: 0.281154 loss_dfl: 0.192459 loss: 1.329397 eta: 4 days, 13:55:20 batch_cost: 2.0974 data_cost: 0.0010 ips: 13.3498 images/s [11/15 14:52:42] ppdet.engine INFO: Epoch: [43] [3220/3251] learning_rate: 0.118768 loss_vfl: 0.817002 loss_bbox: 0.260133 loss_dfl: 0.173678 loss: 1.249856 eta: 4 days, 13:54:39 batch_cost: 2.2641 data_cost: 0.0009 ips: 12.3668 images/s [11/15 14:53:28] ppdet.engine INFO: Epoch: [43] [3240/3251] learning_rate: 0.118749 loss_vfl: 0.802689 loss_bbox: 0.290789 loss_dfl: 0.193949 loss: 1.268289 eta: 4 days, 13:53:55 batch_cost: 2.1471 data_cost: 0.0014 ips: 13.0409 images/s [11/15 14:53:47] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_lcnet_2_5x_640_mainbody [11/15 14:53:47] ppdet.engine INFO: Eval iter: 0 [11/15 14:54:36] ppdet.engine INFO: Eval iter: 100 [11/15 14:55:04] ppdet.engine INFO: Eval iter: 200 [11/15 14:55:31] ppdet.engine INFO: Eval iter: 300 [11/15 14:55:57] ppdet.engine INFO: Eval iter: 400 [11/15 14:56:25] ppdet.engine INFO: Eval iter: 500 [11/15 14:56:51] ppdet.engine INFO: Eval iter: 600 [11/15 14:57:19] ppdet.engine INFO: Eval iter: 700 [11/15 14:57:45] ppdet.engine INFO: Eval iter: 800 [11/15 14:58:13] ppdet.engine INFO: Eval iter: 900 [11/15 14:58:40] ppdet.engine INFO: Eval iter: 1000 [11/15 14:59:06] ppdet.engine INFO: Eval iter: 1100 [11/15 14:59:32] ppdet.engine INFO: Eval iter: 1200 [11/15 14:59:58] ppdet.engine INFO: Eval iter: 1300 [11/15 15:00:23] ppdet.engine INFO: Eval iter: 1400 [11/15 15:00:50] ppdet.engine INFO: Eval iter: 1500 [11/15 15:01:16] ppdet.engine INFO: Eval iter: 1600 [11/15 15:01:42] ppdet.engine INFO: Eval iter: 1700 [11/15 15:02:09] ppdet.engine INFO: Eval iter: 1800 [11/15 15:02:35] ppdet.engine INFO: Eval iter: 1900 [11/15 15:03:02] ppdet.engine INFO: Eval iter: 2000 [11/15 15:03:29] ppdet.engine INFO: Eval iter: 2100 [11/15 15:03:56] ppdet.engine INFO: Eval iter: 2200 [11/15 15:04:24] ppdet.engine INFO: Eval iter: 2300 [11/15 15:05:23] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json. loading annotations into memory... Done (t=1.25s) creating index... index created! [11/15 15:05:24] ppdet.metrics.coco_utils INFO: Start evaluate... Loading and preparing results... DONE (t=18.26s) creating index... index created! Running per image evaluation... Evaluate annotation type *bbox* DONE (t=372.22s). Accumulating evaluation results... DONE (t=29.28s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.400 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.601 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.424 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.210 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.437 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.530 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.082 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.390 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.596 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.352 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 ] = 0.758 [11/15 15:12:28] ppdet.engine INFO: Total sample number: 19074, averge FPS: 28.822156654118075 [11/15 15:12:28] ppdet.engine INFO: Best test bbox ap is 0.400. [11/15 15:12:28] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_lcnet_2_5x_640_mainbody [11/15 15:12:30] ppdet.engine INFO: Epoch: [44] [ 0/3251] learning_rate: 0.118738 loss_vfl: 0.802689 loss_bbox: 0.281709 loss_dfl: 0.179399 loss: 1.257115 eta: 4 days, 13:53:13 batch_cost: 1.4778 data_cost: 0.0015 ips: 18.9475 images/s [11/15 15:13:16] ppdet.engine INFO: Epoch: [44] [ 20/3251] learning_rate: 0.118719 loss_vfl: 0.811396 loss_bbox: 0.269502 loss_dfl: 0.184605 loss: 1.266363 eta: 4 days, 13:52:30 batch_cost: 2.1758 data_cost: 0.0011 ips: 12.8690 images/s [11/15 15:14:03] ppdet.engine INFO: Epoch: [44] [ 40/3251] learning_rate: 0.118700 loss_vfl: 0.801669 loss_bbox: 0.290934 loss_dfl: 0.194611 loss: 1.289547 eta: 4 days, 13:51:48 batch_cost: 2.2175 data_cost: 0.0011 ips: 12.6269 images/s [11/15 15:14:48] ppdet.engine INFO: Epoch: [44] [ 60/3251] learning_rate: 0.118681 loss_vfl: 0.798847 loss_bbox: 0.311044 loss_dfl: 0.194137 loss: 1.297498 eta: 4 days, 13:51:03 batch_cost: 2.1284 data_cost: 0.0010 ips: 13.1552 images/s [11/15 15:15:34] ppdet.engine INFO: Epoch: [44] [ 80/3251] learning_rate: 0.118662 loss_vfl: 0.822502 loss_bbox: 0.290370 loss_dfl: 0.192669 loss: 1.293520 eta: 4 days, 13:50:20 batch_cost: 2.1784 data_cost: 0.0010 ips: 12.8536 images/s [11/15 15:16:20] ppdet.engine INFO: Epoch: [44] [ 100/3251] learning_rate: 0.118643 loss_vfl: 0.799609 loss_bbox: 0.313219 loss_dfl: 0.195461 loss: 1.294966 eta: 4 days, 13:49:38 batch_cost: 2.2217 data_cost: 0.0013 ips: 12.6027 images/s [11/15 15:17:09] ppdet.engine INFO: Epoch: [44] [ 120/3251] learning_rate: 0.118624 loss_vfl: 0.817616 loss_bbox: 0.266704 loss_dfl: 0.170204 loss: 1.238309 eta: 4 days, 13:48:57 batch_cost: 2.2920 data_cost: 0.0009 ips: 12.2165 images/s [11/15 15:17:54] ppdet.engine INFO: Epoch: [44] [ 140/3251] learning_rate: 0.118605 loss_vfl: 0.816388 loss_bbox: 0.265285 loss_dfl: 0.179423 loss: 1.269304 eta: 4 days, 13:48:13 batch_cost: 2.1265 data_cost: 0.0017 ips: 13.1674 images/s [11/15 15:18:42] ppdet.engine INFO: Epoch: [44] [ 160/3251] learning_rate: 0.118586 loss_vfl: 0.816253 loss_bbox: 0.253733 loss_dfl: 0.172061 loss: 1.251330 eta: 4 days, 13:47:32 batch_cost: 2.2965 data_cost: 0.0009 ips: 12.1924 images/s [11/15 15:19:29] ppdet.engine INFO: Epoch: [44] [ 180/3251] learning_rate: 0.118567 loss_vfl: 0.811923 loss_bbox: 0.292182 loss_dfl: 0.192779 loss: 1.305163 eta: 4 days, 13:46:50 batch_cost: 2.2382 data_cost: 0.0016 ips: 12.5100 images/s [11/15 15:20:14] ppdet.engine INFO: Epoch: [44] [ 200/3251] learning_rate: 0.118548 loss_vfl: 0.800305 loss_bbox: 0.256667 loss_dfl: 0.166273 loss: 1.254383 eta: 4 days, 13:46:06 batch_cost: 2.1146 data_cost: 0.0012 ips: 13.2413 images/s [11/15 15:20:59] ppdet.engine INFO: Epoch: [44] [ 220/3251] learning_rate: 0.118529 loss_vfl: 0.814272 loss_bbox: 0.315588 loss_dfl: 0.198284 loss: 1.349441 eta: 4 days, 13:45:19 batch_cost: 2.0605 data_cost: 0.0010 ips: 13.5889 images/s [11/15 15:21:45] ppdet.engine INFO: Epoch: [44] [ 240/3251] learning_rate: 0.118510 loss_vfl: 0.835102 loss_bbox: 0.284701 loss_dfl: 0.190363 loss: 1.330488 eta: 4 days, 13:44:34 batch_cost: 2.1048 data_cost: 0.0010 ips: 13.3032 images/s [11/15 15:22:30] ppdet.engine INFO: Epoch: [44] [ 260/3251] learning_rate: 0.118491 loss_vfl: 0.825663 loss_bbox: 0.267171 loss_dfl: 0.181210 loss: 1.267213 eta: 4 days, 13:43:50 batch_cost: 2.1686 data_cost: 0.0010 ips: 12.9117 images/s [11/15 15:23:14] ppdet.engine INFO: Epoch: [44] [ 280/3251] learning_rate: 0.118472 loss_vfl: 0.818139 loss_bbox: 0.300576 loss_dfl: 0.191647 loss: 1.304835 eta: 4 days, 13:43:05 batch_cost: 2.1049 data_cost: 0.0015 ips: 13.3024 images/s [11/15 15:24:01] ppdet.engine INFO: Epoch: [44] [ 300/3251] learning_rate: 0.118453 loss_vfl: 0.830958 loss_bbox: 0.270696 loss_dfl: 0.183535 loss: 1.294830 eta: 4 days, 13:42:22 batch_cost: 2.1722 data_cost: 0.0088 ips: 12.8901 images/s [11/15 15:24:47] ppdet.engine INFO: Epoch: [44] [ 320/3251] learning_rate: 0.118434 loss_vfl: 0.809479 loss_bbox: 0.312247 loss_dfl: 0.189163 loss: 1.325857 eta: 4 days, 13:41:38 batch_cost: 2.1586 data_cost: 0.0011 ips: 12.9713 images/s [11/15 15:25:34] ppdet.engine INFO: Epoch: [44] [ 340/3251] learning_rate: 0.118415 loss_vfl: 0.807956 loss_bbox: 0.278025 loss_dfl: 0.183552 loss: 1.273301 eta: 4 days, 13:40:56 batch_cost: 2.2263 data_cost: 0.0009 ips: 12.5767 images/s [11/15 15:26:21] ppdet.engine INFO: Epoch: [44] [ 360/3251] learning_rate: 0.118396 loss_vfl: 0.810426 loss_bbox: 0.294236 loss_dfl: 0.194270 loss: 1.285205 eta: 4 days, 13:40:12 batch_cost: 2.1495 data_cost: 0.0016 ips: 13.0262 images/s [11/15 15:27:06] ppdet.engine INFO: Epoch: [44] [ 380/3251] learning_rate: 0.118377 loss_vfl: 0.824156 loss_bbox: 0.301226 loss_dfl: 0.190047 loss: 1.334386 eta: 4 days, 13:39:28 batch_cost: 2.1447 data_cost: 0.0010 ips: 13.0553 images/s [11/15 15:27:56] ppdet.engine INFO: Epoch: [44] [ 400/3251] learning_rate: 0.118358 loss_vfl: 0.797166 loss_bbox: 0.278834 loss_dfl: 0.183254 loss: 1.264270 eta: 4 days, 13:38:48 batch_cost: 2.3169 data_cost: 0.0011 ips: 12.0851 images/s [11/15 15:28:40] ppdet.engine INFO: Epoch: [44] [ 420/3251] learning_rate: 0.118339 loss_vfl: 0.810168 loss_bbox: 0.275611 loss_dfl: 0.189298 loss: 1.291694 eta: 4 days, 13:38:00 batch_cost: 2.0143 data_cost: 0.0012 ips: 13.9009 images/s [11/15 15:29:26] ppdet.engine INFO: Epoch: [44] [ 440/3251] learning_rate: 0.118320 loss_vfl: 0.835304 loss_bbox: 0.295642 loss_dfl: 0.192212 loss: 1.309839 eta: 4 days, 13:37:16 batch_cost: 2.1256 data_cost: 0.0010 ips: 13.1729 images/s [11/15 15:30:13] ppdet.engine INFO: Epoch: [44] [ 460/3251] learning_rate: 0.118301 loss_vfl: 0.833077 loss_bbox: 0.291540 loss_dfl: 0.184594 loss: 1.310789 eta: 4 days, 13:36:33 batch_cost: 2.1985 data_cost: 0.0015 ips: 12.7360 images/s [11/15 15:31:01] ppdet.engine INFO: Epoch: [44] [ 480/3251] learning_rate: 0.118282 loss_vfl: 0.799619 loss_bbox: 0.323605 loss_dfl: 0.194998 loss: 1.328887 eta: 4 days, 13:35:52 batch_cost: 2.2577 data_cost: 0.0016 ips: 12.4022 images/s [11/15 15:31:46] ppdet.engine INFO: Epoch: [44] [ 500/3251] learning_rate: 0.118263 loss_vfl: 0.820384 loss_bbox: 0.275881 loss_dfl: 0.194043 loss: 1.307334 eta: 4 days, 13:35:05 batch_cost: 2.0373 data_cost: 0.0010 ips: 13.7435 images/s [11/15 15:32:35] ppdet.engine INFO: Epoch: [44] [ 520/3251] learning_rate: 0.118244 loss_vfl: 0.806867 loss_bbox: 0.256509 loss_dfl: 0.177900 loss: 1.247885 eta: 4 days, 13:34:26 batch_cost: 2.3570 data_cost: 0.0016 ips: 11.8793 images/s [11/15 15:33:20] ppdet.engine INFO: Epoch: [44] [ 540/3251] learning_rate: 0.118225 loss_vfl: 0.797259 loss_bbox: 0.280807 loss_dfl: 0.179566 loss: 1.264506 eta: 4 days, 13:33:41 batch_cost: 2.1170 data_cost: 0.0010 ips: 13.2261 images/s [11/15 15:34:07] ppdet.engine INFO: Epoch: [44] [ 560/3251] learning_rate: 0.118206 loss_vfl: 0.823047 loss_bbox: 0.295104 loss_dfl: 0.187656 loss: 1.309482 eta: 4 days, 13:32:59 batch_cost: 2.2498 data_cost: 0.0009 ips: 12.4456 images/s [11/15 15:34:52] ppdet.engine INFO: Epoch: [44] [ 580/3251] learning_rate: 0.118187 loss_vfl: 0.814404 loss_bbox: 0.259198 loss_dfl: 0.176499 loss: 1.242606 eta: 4 days, 13:32:13 batch_cost: 2.0632 data_cost: 0.0009 ips: 13.5711 images/s [11/15 15:35:37] ppdet.engine INFO: Epoch: [44] [ 600/3251] learning_rate: 0.118168 loss_vfl: 0.793404 loss_bbox: 0.285506 loss_dfl: 0.185616 loss: 1.263269 eta: 4 days, 13:31:28 batch_cost: 2.1124 data_cost: 0.0009 ips: 13.2549 images/s [11/15 15:36:25] ppdet.engine INFO: Epoch: [44] [ 620/3251] learning_rate: 0.118149 loss_vfl: 0.803161 loss_bbox: 0.327094 loss_dfl: 0.210289 loss: 1.348059 eta: 4 days, 13:30:47 batch_cost: 2.2514 data_cost: 0.0010 ips: 12.4367 images/s [11/15 15:37:13] ppdet.engine INFO: Epoch: [44] [ 640/3251] learning_rate: 0.118130 loss_vfl: 0.839107 loss_bbox: 0.276234 loss_dfl: 0.183555 loss: 1.330448 eta: 4 days, 13:30:05 batch_cost: 2.2520 data_cost: 0.0010 ips: 12.4333 images/s [11/15 15:38:00] ppdet.engine INFO: Epoch: [44] [ 660/3251] learning_rate: 0.118111 loss_vfl: 0.810099 loss_bbox: 0.309703 loss_dfl: 0.201179 loss: 1.327385 eta: 4 days, 13:29:22 batch_cost: 2.1826 data_cost: 0.0010 ips: 12.8287 images/s [11/15 15:38:48] ppdet.engine INFO: Epoch: [44] [ 680/3251] learning_rate: 0.118092 loss_vfl: 0.795887 loss_bbox: 0.312190 loss_dfl: 0.208430 loss: 1.298910 eta: 4 days, 13:28:40 batch_cost: 2.2138 data_cost: 0.0016 ips: 12.6481 images/s [11/15 15:39:33] ppdet.engine INFO: Epoch: [44] [ 700/3251] learning_rate: 0.118073 loss_vfl: 0.823310 loss_bbox: 0.294846 loss_dfl: 0.193900 loss: 1.311418 eta: 4 days, 13:27:55 batch_cost: 2.1436 data_cost: 0.0010 ips: 13.0619 images/s [11/15 15:40:18] ppdet.engine INFO: Epoch: [44] [ 720/3251] learning_rate: 0.118054 loss_vfl: 0.816265 loss_bbox: 0.233225 loss_dfl: 0.146827 loss: 1.241179 eta: 4 days, 13:27:09 batch_cost: 2.0464 data_cost: 0.0009 ips: 13.6822 images/s [11/15 15:41:05] ppdet.engine INFO: Epoch: [44] [ 740/3251] learning_rate: 0.118035 loss_vfl: 0.797604 loss_bbox: 0.285716 loss_dfl: 0.196877 loss: 1.294980 eta: 4 days, 13:26:27 batch_cost: 2.2415 data_cost: 0.0012 ips: 12.4917 images/s [11/15 15:41:51] ppdet.engine INFO: Epoch: [44] [ 760/3251] learning_rate: 0.118016 loss_vfl: 0.799581 loss_bbox: 0.270443 loss_dfl: 0.183986 loss: 1.285675 eta: 4 days, 13:25:43 batch_cost: 2.1325 data_cost: 0.0014 ips: 13.1298 images/s [11/15 15:42:37] ppdet.engine INFO: Epoch: [44] [ 780/3251] learning_rate: 0.117997 loss_vfl: 0.827745 loss_bbox: 0.280636 loss_dfl: 0.183387 loss: 1.277174 eta: 4 days, 13:24:58 batch_cost: 2.1133 data_cost: 0.0010 ips: 13.2492 images/s [11/15 15:43:24] ppdet.engine INFO: Epoch: [44] [ 800/3251] learning_rate: 0.117978 loss_vfl: 0.818068 loss_bbox: 0.279861 loss_dfl: 0.181882 loss: 1.269466 eta: 4 days, 13:24:14 batch_cost: 2.1799 data_cost: 0.0010 ips: 12.8447 images/s [11/15 15:44:12] ppdet.engine INFO: Epoch: [44] [ 820/3251] learning_rate: 0.117959 loss_vfl: 0.822420 loss_bbox: 0.276467 loss_dfl: 0.190086 loss: 1.311203 eta: 4 days, 13:23:34 batch_cost: 2.2763 data_cost: 0.0009 ips: 12.3004 images/s [11/15 15:44:58] ppdet.engine INFO: Epoch: [44] [ 840/3251] learning_rate: 0.117940 loss_vfl: 0.810891 loss_bbox: 0.291642 loss_dfl: 0.186453 loss: 1.264503 eta: 4 days, 13:22:49 batch_cost: 2.1385 data_cost: 0.0010 ips: 13.0932 images/s [11/15 15:45:45] ppdet.engine INFO: Epoch: [44] [ 860/3251] learning_rate: 0.117921 loss_vfl: 0.830680 loss_bbox: 0.302992 loss_dfl: 0.195210 loss: 1.308724 eta: 4 days, 13:22:07 batch_cost: 2.2122 data_cost: 0.0011 ips: 12.6568 images/s [11/15 15:46:32] ppdet.engine INFO: Epoch: [44] [ 880/3251] learning_rate: 0.117902 loss_vfl: 0.827442 loss_bbox: 0.286629 loss_dfl: 0.195311 loss: 1.335973 eta: 4 days, 13:21:23 batch_cost: 2.1774 data_cost: 0.0012 ips: 12.8596 images/s [11/15 15:47:16] ppdet.engine INFO: Epoch: [44] [ 900/3251] learning_rate: 0.117883 loss_vfl: 0.824651 loss_bbox: 0.256374 loss_dfl: 0.178910 loss: 1.300673 eta: 4 days, 13:20:36 batch_cost: 2.0344 data_cost: 0.0009 ips: 13.7634 images/s [11/15 15:48:03] ppdet.engine INFO: Epoch: [44] [ 920/3251] learning_rate: 0.117864 loss_vfl: 0.797075 loss_bbox: 0.295447 loss_dfl: 0.189165 loss: 1.268948 eta: 4 days, 13:19:53 batch_cost: 2.1854 data_cost: 0.0009 ips: 12.8126 images/s [11/15 15:48:50] ppdet.engine INFO: Epoch: [44] [ 940/3251] learning_rate: 0.117845 loss_vfl: 0.839145 loss_bbox: 0.262005 loss_dfl: 0.179155 loss: 1.269087 eta: 4 days, 13:19:10 batch_cost: 2.1896 data_cost: 0.0011 ips: 12.7875 images/s [11/15 15:49:34] ppdet.engine INFO: Epoch: [44] [ 960/3251] learning_rate: 0.117826 loss_vfl: 0.818458 loss_bbox: 0.311231 loss_dfl: 0.196606 loss: 1.325253 eta: 4 days, 13:18:25 batch_cost: 2.1015 data_cost: 0.0017 ips: 13.3236 images/s [11/15 15:50:20] ppdet.engine INFO: Epoch: [44] [ 980/3251] learning_rate: 0.117807 loss_vfl: 0.775614 loss_bbox: 0.283665 loss_dfl: 0.180510 loss: 1.259789 eta: 4 days, 13:17:39 batch_cost: 2.0535 data_cost: 0.0012 ips: 13.6356 images/s [11/15 15:51:07] ppdet.engine INFO: Epoch: [44] [1000/3251] learning_rate: 0.117788 loss_vfl: 0.819968 loss_bbox: 0.289357 loss_dfl: 0.191509 loss: 1.310941 eta: 4 days, 13:16:57 batch_cost: 2.2511 data_cost: 0.0009 ips: 12.4383 images/s [11/15 15:51:54] ppdet.engine INFO: Epoch: [44] [1020/3251] learning_rate: 0.117769 loss_vfl: 0.803642 loss_bbox: 0.274183 loss_dfl: 0.180693 loss: 1.284989 eta: 4 days, 13:16:14 batch_cost: 2.1882 data_cost: 0.0009 ips: 12.7958 images/s [11/15 15:52:40] ppdet.engine INFO: Epoch: [44] [1040/3251] learning_rate: 0.117750 loss_vfl: 0.814700 loss_bbox: 0.308920 loss_dfl: 0.198510 loss: 1.332295 eta: 4 days, 13:15:28 batch_cost: 2.0773 data_cost: 0.0020 ips: 13.4793 images/s [11/15 15:53:27] ppdet.engine INFO: Epoch: [44] [1060/3251] learning_rate: 0.117731 loss_vfl: 0.828144 loss_bbox: 0.269787 loss_dfl: 0.180660 loss: 1.293771 eta: 4 days, 13:14:48 batch_cost: 2.2869 data_cost: 0.0010 ips: 12.2437 images/s [11/15 15:54:13] ppdet.engine INFO: Epoch: [44] [1080/3251] learning_rate: 0.117712 loss_vfl: 0.793915 loss_bbox: 0.278294 loss_dfl: 0.186287 loss: 1.265319 eta: 4 days, 13:14:05 batch_cost: 2.1958 data_cost: 0.0009 ips: 12.7515 images/s [11/15 15:54:58] ppdet.engine INFO: Epoch: [44] [1100/3251] learning_rate: 0.117693 loss_vfl: 0.786900 loss_bbox: 0.292773 loss_dfl: 0.196958 loss: 1.316240 eta: 4 days, 13:13:21 batch_cost: 2.1612 data_cost: 0.0010 ips: 12.9557 images/s [11/15 15:55:45] ppdet.engine INFO: Epoch: [44] [1120/3251] learning_rate: 0.117674 loss_vfl: 0.805312 loss_bbox: 0.279703 loss_dfl: 0.181915 loss: 1.288407 eta: 4 days, 13:12:38 batch_cost: 2.1830 data_cost: 0.0012 ips: 12.8265 images/s [11/15 15:56:32] ppdet.engine INFO: Epoch: [44] [1140/3251] learning_rate: 0.117655 loss_vfl: 0.827686 loss_bbox: 0.268569 loss_dfl: 0.190835 loss: 1.281810 eta: 4 days, 13:11:52 batch_cost: 2.0752 data_cost: 0.0010 ips: 13.4925 images/s [11/15 15:57:18] ppdet.engine INFO: Epoch: [44] [1160/3251] learning_rate: 0.117636 loss_vfl: 0.818994 loss_bbox: 0.307645 loss_dfl: 0.203046 loss: 1.321333 eta: 4 days, 13:11:09 batch_cost: 2.2060 data_cost: 0.0009 ips: 12.6929 images/s [11/15 15:58:04] ppdet.engine INFO: Epoch: [44] [1180/3251] learning_rate: 0.117617 loss_vfl: 0.822784 loss_bbox: 0.280248 loss_dfl: 0.186644 loss: 1.288762 eta: 4 days, 13:10:25 batch_cost: 2.1502 data_cost: 0.0011 ips: 13.0223 images/s [11/15 15:58:50] ppdet.engine INFO: Epoch: [44] [1200/3251] learning_rate: 0.117598 loss_vfl: 0.814616 loss_bbox: 0.297064 loss_dfl: 0.186589 loss: 1.279341 eta: 4 days, 13:09:43 batch_cost: 2.2215 data_cost: 0.0010 ips: 12.6042 images/s [11/15 15:59:34] ppdet.engine INFO: Epoch: [44] [1220/3251] learning_rate: 0.117579 loss_vfl: 0.805681 loss_bbox: 0.307163 loss_dfl: 0.196987 loss: 1.319896 eta: 4 days, 13:08:57 batch_cost: 2.0635 data_cost: 0.0010 ips: 13.5693 images/s [11/15 16:00:20] ppdet.engine INFO: Epoch: [44] [1240/3251] learning_rate: 0.117560 loss_vfl: 0.800188 loss_bbox: 0.278774 loss_dfl: 0.179651 loss: 1.278564 eta: 4 days, 13:08:15 batch_cost: 2.2427 data_cost: 0.0010 ips: 12.4848 images/s [11/15 16:01:07] ppdet.engine INFO: Epoch: [44] [1260/3251] learning_rate: 0.117541 loss_vfl: 0.808398 loss_bbox: 0.287342 loss_dfl: 0.196340 loss: 1.299810 eta: 4 days, 13:07:33 batch_cost: 2.2224 data_cost: 0.0009 ips: 12.5990 images/s [11/15 16:01:54] ppdet.engine INFO: Epoch: [44] [1280/3251] learning_rate: 0.117522 loss_vfl: 0.829423 loss_bbox: 0.296709 loss_dfl: 0.199675 loss: 1.339936 eta: 4 days, 13:06:48 batch_cost: 2.1127 data_cost: 0.0010 ips: 13.2534 images/s [11/15 16:02:42] ppdet.engine INFO: Epoch: [44] [1300/3251] learning_rate: 0.117503 loss_vfl: 0.813602 loss_bbox: 0.277523 loss_dfl: 0.181682 loss: 1.289001 eta: 4 days, 13:06:07 batch_cost: 2.2928 data_cost: 0.0018 ips: 12.2123 images/s [11/15 16:03:27] ppdet.engine INFO: Epoch: [44] [1320/3251] learning_rate: 0.117484 loss_vfl: 0.828455 loss_bbox: 0.273751 loss_dfl: 0.180261 loss: 1.289563 eta: 4 days, 13:05:22 batch_cost: 2.1064 data_cost: 0.0018 ips: 13.2928 images/s [11/15 16:04:14] ppdet.engine INFO: Epoch: [44] [1340/3251] learning_rate: 0.117465 loss_vfl: 0.841511 loss_bbox: 0.289835 loss_dfl: 0.189714 loss: 1.304691 eta: 4 days, 13:04:40 batch_cost: 2.2363 data_cost: 0.0009 ips: 12.5207 images/s [11/15 16:05:01] ppdet.engine INFO: Epoch: [44] [1360/3251] learning_rate: 0.117446 loss_vfl: 0.825995 loss_bbox: 0.286186 loss_dfl: 0.185343 loss: 1.277645 eta: 4 days, 13:03:56 batch_cost: 2.1523 data_cost: 0.0010 ips: 13.0094 images/s [11/15 16:05:47] ppdet.engine INFO: Epoch: [44] [1380/3251] learning_rate: 0.117427 loss_vfl: 0.816302 loss_bbox: 0.269472 loss_dfl: 0.179138 loss: 1.277294 eta: 4 days, 13:03:13 batch_cost: 2.1822 data_cost: 0.0009 ips: 12.8312 images/s [11/15 16:06:34] ppdet.engine INFO: Epoch: [44] [1400/3251] learning_rate: 0.117408 loss_vfl: 0.839837 loss_bbox: 0.257772 loss_dfl: 0.173928 loss: 1.281482 eta: 4 days, 13:02:31 batch_cost: 2.2076 data_cost: 0.0010 ips: 12.6836 images/s [11/15 16:07:20] ppdet.engine INFO: Epoch: [44] [1420/3251] learning_rate: 0.117389 loss_vfl: 0.835751 loss_bbox: 0.288295 loss_dfl: 0.184270 loss: 1.322851 eta: 4 days, 13:01:45 batch_cost: 2.0861 data_cost: 0.0009 ips: 13.4223 images/s [11/15 16:08:05] ppdet.engine INFO: Epoch: [44] [1440/3251] learning_rate: 0.117369 loss_vfl: 0.837867 loss_bbox: 0.276522 loss_dfl: 0.172472 loss: 1.296224 eta: 4 days, 13:01:01 batch_cost: 2.1689 data_cost: 0.0010 ips: 12.9100 images/s [11/15 16:08:51] ppdet.engine INFO: Epoch: [44] [1460/3251] learning_rate: 0.117350 loss_vfl: 0.819546 loss_bbox: 0.295262 loss_dfl: 0.196771 loss: 1.325421 eta: 4 days, 13:00:18 batch_cost: 2.1755 data_cost: 0.0011 ips: 12.8706 images/s [11/15 16:09:38] ppdet.engine INFO: Epoch: [44] [1480/3251] learning_rate: 0.117331 loss_vfl: 0.824241 loss_bbox: 0.272119 loss_dfl: 0.179896 loss: 1.287138 eta: 4 days, 12:59:34 batch_cost: 2.1537 data_cost: 0.0010 ips: 13.0011 images/s [11/15 16:10:25] ppdet.engine INFO: Epoch: [44] [1500/3251] learning_rate: 0.117312 loss_vfl: 0.821917 loss_bbox: 0.283787 loss_dfl: 0.189795 loss: 1.275564 eta: 4 days, 12:58:53 batch_cost: 2.2756 data_cost: 0.0010 ips: 12.3046 images/s [11/15 16:11:12] ppdet.engine INFO: Epoch: [44] [1520/3251] learning_rate: 0.117293 loss_vfl: 0.802543 loss_bbox: 0.285235 loss_dfl: 0.188198 loss: 1.239556 eta: 4 days, 12:58:11 batch_cost: 2.2371 data_cost: 0.0009 ips: 12.5160 images/s [11/15 16:11:58] ppdet.engine INFO: Epoch: [44] [1540/3251] learning_rate: 0.117274 loss_vfl: 0.797350 loss_bbox: 0.275283 loss_dfl: 0.190486 loss: 1.262599 eta: 4 days, 12:57:29 batch_cost: 2.2295 data_cost: 0.0009 ips: 12.5591 images/s [11/15 16:12:44] ppdet.engine INFO: Epoch: [44] [1560/3251] learning_rate: 0.117255 loss_vfl: 0.833304 loss_bbox: 0.281059 loss_dfl: 0.186890 loss: 1.321763 eta: 4 days, 12:56:45 batch_cost: 2.1543 data_cost: 0.0010 ips: 12.9976 images/s [11/15 16:13:30] ppdet.engine INFO: Epoch: [44] [1580/3251] learning_rate: 0.117236 loss_vfl: 0.824356 loss_bbox: 0.265482 loss_dfl: 0.176515 loss: 1.268735 eta: 4 days, 12:56:01 batch_cost: 2.1500 data_cost: 0.0010 ips: 13.0230 images/s [11/15 16:14:17] ppdet.engine INFO: Epoch: [44] [1600/3251] learning_rate: 0.117217 loss_vfl: 0.821279 loss_bbox: 0.302905 loss_dfl: 0.190652 loss: 1.283666 eta: 4 days, 12:55:19 batch_cost: 2.2211 data_cost: 0.0009 ips: 12.6062 images/s [11/15 16:15:04] ppdet.engine INFO: Epoch: [44] [1620/3251] learning_rate: 0.117198 loss_vfl: 0.835983 loss_bbox: 0.286492 loss_dfl: 0.189076 loss: 1.276758 eta: 4 days, 12:54:38 batch_cost: 2.2567 data_cost: 0.0009 ips: 12.4076 images/s [11/15 16:15:51] ppdet.engine INFO: Epoch: [44] [1640/3251] learning_rate: 0.117179 loss_vfl: 0.779502 loss_bbox: 0.304741 loss_dfl: 0.194900 loss: 1.281365 eta: 4 days, 12:53:55 batch_cost: 2.2164 data_cost: 0.0011 ips: 12.6328 images/s [11/15 16:16:36] ppdet.engine INFO: Epoch: [44] [1660/3251] learning_rate: 0.117160 loss_vfl: 0.815693 loss_bbox: 0.270147 loss_dfl: 0.184559 loss: 1.259682 eta: 4 days, 12:53:10 batch_cost: 2.0805 data_cost: 0.0010 ips: 13.4583 images/s [11/15 16:17:23] ppdet.engine INFO: Epoch: [44] [1680/3251] learning_rate: 0.117141 loss_vfl: 0.825696 loss_bbox: 0.275811 loss_dfl: 0.183888 loss: 1.321316 eta: 4 days, 12:52:27 batch_cost: 2.2067 data_cost: 0.0009 ips: 12.6885 images/s [11/15 16:18:09] ppdet.engine INFO: Epoch: [44] [1700/3251] learning_rate: 0.117122 loss_vfl: 0.834687 loss_bbox: 0.266045 loss_dfl: 0.183669 loss: 1.273864 eta: 4 days, 12:51:43 batch_cost: 2.1447 data_cost: 0.0010 ips: 13.0552 images/s [11/15 16:18:57] ppdet.engine INFO: Epoch: [44] [1720/3251] learning_rate: 0.117103 loss_vfl: 0.827034 loss_bbox: 0.280201 loss_dfl: 0.189833 loss: 1.299875 eta: 4 days, 12:51:03 batch_cost: 2.3205 data_cost: 0.0015 ips: 12.0664 images/s [11/15 16:19:43] ppdet.engine INFO: Epoch: [44] [1740/3251] learning_rate: 0.117084 loss_vfl: 0.812487 loss_bbox: 0.295332 loss_dfl: 0.197914 loss: 1.315533 eta: 4 days, 12:50:20 batch_cost: 2.1797 data_cost: 0.0017 ips: 12.8461 images/s [11/15 16:20:29] ppdet.engine INFO: Epoch: [44] [1760/3251] learning_rate: 0.117065 loss_vfl: 0.821946 loss_bbox: 0.264364 loss_dfl: 0.177079 loss: 1.270568 eta: 4 days, 12:49:37 batch_cost: 2.2045 data_cost: 0.0009 ips: 12.7013 images/s [11/15 16:21:13] ppdet.engine INFO: Epoch: [44] [1780/3251] learning_rate: 0.117046 loss_vfl: 0.856770 loss_bbox: 0.278935 loss_dfl: 0.186955 loss: 1.365716 eta: 4 days, 12:48:51 batch_cost: 2.0721 data_cost: 0.0009 ips: 13.5129 images/s [11/15 16:21:59] ppdet.engine INFO: Epoch: [44] [1800/3251] learning_rate: 0.117027 loss_vfl: 0.797048 loss_bbox: 0.267697 loss_dfl: 0.190409 loss: 1.266069 eta: 4 days, 12:48:05 batch_cost: 2.0781 data_cost: 0.0011 ips: 13.4741 images/s [11/15 16:22:43] ppdet.engine INFO: Epoch: [44] [1820/3251] learning_rate: 0.117008 loss_vfl: 0.793860 loss_bbox: 0.309585 loss_dfl: 0.195253 loss: 1.302192 eta: 4 days, 12:47:18 batch_cost: 2.0407 data_cost: 0.0010 ips: 13.7210 images/s [11/15 16:23:29] ppdet.engine INFO: Epoch: [44] [1840/3251] learning_rate: 0.116989 loss_vfl: 0.809390 loss_bbox: 0.286517 loss_dfl: 0.182710 loss: 1.278279 eta: 4 days, 12:46:36 batch_cost: 2.2005 data_cost: 0.0017 ips: 12.7245 images/s [11/15 16:24:15] ppdet.engine INFO: Epoch: [44] [1860/3251] learning_rate: 0.116970 loss_vfl: 0.830595 loss_bbox: 0.313333 loss_dfl: 0.198719 loss: 1.336157 eta: 4 days, 12:45:52 batch_cost: 2.1652 data_cost: 0.0009 ips: 12.9318 images/s [11/15 16:25:03] ppdet.engine INFO: Epoch: [44] [1880/3251] learning_rate: 0.116951 loss_vfl: 0.807405 loss_bbox: 0.283472 loss_dfl: 0.200548 loss: 1.284799 eta: 4 days, 12:45:10 batch_cost: 2.2194 data_cost: 0.0009 ips: 12.6159 images/s [11/15 16:25:50] ppdet.engine INFO: Epoch: [44] [1900/3251] learning_rate: 0.116932 loss_vfl: 0.803849 loss_bbox: 0.281776 loss_dfl: 0.199236 loss: 1.317100 eta: 4 days, 12:44:28 batch_cost: 2.2455 data_cost: 0.0014 ips: 12.4691 images/s [11/15 16:26:38] ppdet.engine INFO: Epoch: [44] [1920/3251] learning_rate: 0.116912 loss_vfl: 0.811851 loss_bbox: 0.290478 loss_dfl: 0.194992 loss: 1.289218 eta: 4 days, 12:43:47 batch_cost: 2.2592 data_cost: 0.0009 ips: 12.3940 images/s [11/15 16:27:25] ppdet.engine INFO: Epoch: [44] [1940/3251] learning_rate: 0.116893 loss_vfl: 0.831633 loss_bbox: 0.273714 loss_dfl: 0.177773 loss: 1.306710 eta: 4 days, 12:43:04 batch_cost: 2.1861 data_cost: 0.0015 ips: 12.8084 images/s [11/15 16:28:13] ppdet.engine INFO: Epoch: [44] [1960/3251] learning_rate: 0.116874 loss_vfl: 0.829892 loss_bbox: 0.278648 loss_dfl: 0.190743 loss: 1.305032 eta: 4 days, 12:42:22 batch_cost: 2.2606 data_cost: 0.0011 ips: 12.3860 images/s [11/15 16:28:59] ppdet.engine INFO: Epoch: [44] [1980/3251] learning_rate: 0.116855 loss_vfl: 0.828015 loss_bbox: 0.311398 loss_dfl: 0.203867 loss: 1.344314 eta: 4 days, 12:41:39 batch_cost: 2.1961 data_cost: 0.0011 ips: 12.7501 images/s [11/15 16:29:44] ppdet.engine INFO: Epoch: [44] [2000/3251] learning_rate: 0.116836 loss_vfl: 0.817879 loss_bbox: 0.279673 loss_dfl: 0.183474 loss: 1.281532 eta: 4 days, 12:40:53 batch_cost: 2.0521 data_cost: 0.0009 ips: 13.6448 images/s [11/15 16:30:30] ppdet.engine INFO: Epoch: [44] [2020/3251] learning_rate: 0.116817 loss_vfl: 0.813523 loss_bbox: 0.287948 loss_dfl: 0.183574 loss: 1.296481 eta: 4 days, 12:40:10 batch_cost: 2.1930 data_cost: 0.0010 ips: 12.7679 images/s [11/15 16:31:16] ppdet.engine INFO: Epoch: [44] [2040/3251] learning_rate: 0.116798 loss_vfl: 0.807082 loss_bbox: 0.278779 loss_dfl: 0.188324 loss: 1.270588 eta: 4 days, 12:39:27 batch_cost: 2.1816 data_cost: 0.0009 ips: 12.8348 images/s [11/15 16:32:02] ppdet.engine INFO: Epoch: [44] [2060/3251] learning_rate: 0.116779 loss_vfl: 0.812143 loss_bbox: 0.273596 loss_dfl: 0.179695 loss: 1.304126 eta: 4 days, 12:38:45 batch_cost: 2.2273 data_cost: 0.0010 ips: 12.5715 images/s [11/15 16:32:48] ppdet.engine INFO: Epoch: [44] [2080/3251] learning_rate: 0.116760 loss_vfl: 0.823132 loss_bbox: 0.274577 loss_dfl: 0.193716 loss: 1.271936 eta: 4 days, 12:38:00 batch_cost: 2.1300 data_cost: 0.0009 ips: 13.1457 images/s [11/15 16:33:34] ppdet.engine INFO: Epoch: [44] [2100/3251] learning_rate: 0.116741 loss_vfl: 0.811308 loss_bbox: 0.277773 loss_dfl: 0.178429 loss: 1.286423 eta: 4 days, 12:37:17 batch_cost: 2.1917 data_cost: 0.0009 ips: 12.7755 images/s [11/15 16:34:20] ppdet.engine INFO: Epoch: [44] [2120/3251] learning_rate: 0.116722 loss_vfl: 0.811385 loss_bbox: 0.312899 loss_dfl: 0.206827 loss: 1.303942 eta: 4 days, 12:36:34 batch_cost: 2.1864 data_cost: 0.0009 ips: 12.8067 images/s [11/15 16:35:05] ppdet.engine INFO: Epoch: [44] [2140/3251] learning_rate: 0.116703 loss_vfl: 0.837781 loss_bbox: 0.302945 loss_dfl: 0.201183 loss: 1.349341 eta: 4 days, 12:35:49 batch_cost: 2.1131 data_cost: 0.0010 ips: 13.2508 images/s [11/15 16:35:52] ppdet.engine INFO: Epoch: [44] [2160/3251] learning_rate: 0.116684 loss_vfl: 0.816254 loss_bbox: 0.318113 loss_dfl: 0.196884 loss: 1.379022 eta: 4 days, 12:35:04 batch_cost: 2.1025 data_cost: 0.0010 ips: 13.3172 images/s [11/15 16:36:38] ppdet.engine INFO: Epoch: [44] [2180/3251] learning_rate: 0.116665 loss_vfl: 0.796600 loss_bbox: 0.283111 loss_dfl: 0.201874 loss: 1.288771 eta: 4 days, 12:34:21 batch_cost: 2.2122 data_cost: 0.0010 ips: 12.6570 images/s [11/15 16:37:26] ppdet.engine INFO: Epoch: [44] [2200/3251] learning_rate: 0.116646 loss_vfl: 0.808548 loss_bbox: 0.272904 loss_dfl: 0.170823 loss: 1.258011 eta: 4 days, 12:33:40 batch_cost: 2.2524 data_cost: 0.0010 ips: 12.4313 images/s [11/15 16:38:13] ppdet.engine INFO: Epoch: [44] [2220/3251] learning_rate: 0.116627 loss_vfl: 0.815455 loss_bbox: 0.309201 loss_dfl: 0.196904 loss: 1.301063 eta: 4 days, 12:32:57 batch_cost: 2.2091 data_cost: 0.0010 ips: 12.6751 images/s [11/15 16:38:59] ppdet.engine INFO: Epoch: [44] [2240/3251] learning_rate: 0.116608 loss_vfl: 0.832639 loss_bbox: 0.264662 loss_dfl: 0.170686 loss: 1.247035 eta: 4 days, 12:32:15 batch_cost: 2.2068 data_cost: 0.0010 ips: 12.6881 images/s [11/15 16:39:44] ppdet.engine INFO: Epoch: [44] [2260/3251] learning_rate: 0.116589 loss_vfl: 0.831938 loss_bbox: 0.257840 loss_dfl: 0.166799 loss: 1.256486 eta: 4 days, 12:31:29 batch_cost: 2.0966 data_cost: 0.0010 ips: 13.3549 images/s [11/15 16:40:30] ppdet.engine INFO: Epoch: [44] [2280/3251] learning_rate: 0.116570 loss_vfl: 0.804627 loss_bbox: 0.268646 loss_dfl: 0.179708 loss: 1.272988 eta: 4 days, 12:30:45 batch_cost: 2.1558 data_cost: 0.0010 ips: 12.9883 images/s [11/15 16:41:15] ppdet.engine INFO: Epoch: [44] [2300/3251] learning_rate: 0.116550 loss_vfl: 0.811431 loss_bbox: 0.242198 loss_dfl: 0.166955 loss: 1.259636 eta: 4 days, 12:30:02 batch_cost: 2.1714 data_cost: 0.0011 ips: 12.8951 images/s [11/15 16:42:01] ppdet.engine INFO: Epoch: [44] [2320/3251] learning_rate: 0.116531 loss_vfl: 0.824709 loss_bbox: 0.284997 loss_dfl: 0.199044 loss: 1.304632 eta: 4 days, 12:29:18 batch_cost: 2.1368 data_cost: 0.0009 ips: 13.1037 images/s [11/15 16:42:47] ppdet.engine INFO: Epoch: [44] [2340/3251] learning_rate: 0.116512 loss_vfl: 0.808983 loss_bbox: 0.285290 loss_dfl: 0.190943 loss: 1.278880 eta: 4 days, 12:28:33 batch_cost: 2.1292 data_cost: 0.0010 ips: 13.1504 images/s [11/15 16:43:33] ppdet.engine INFO: Epoch: [44] [2360/3251] learning_rate: 0.116493 loss_vfl: 0.826115 loss_bbox: 0.250673 loss_dfl: 0.177773 loss: 1.218655 eta: 4 days, 12:27:48 batch_cost: 2.0976 data_cost: 0.0010 ips: 13.3486 images/s [11/15 16:44:20] ppdet.engine INFO: Epoch: [44] [2380/3251] learning_rate: 0.116474 loss_vfl: 0.818009 loss_bbox: 0.264972 loss_dfl: 0.172370 loss: 1.283656 eta: 4 days, 12:27:05 batch_cost: 2.1912 data_cost: 0.0010 ips: 12.7786 images/s [11/15 16:45:08] ppdet.engine INFO: Epoch: [44] [2400/3251] learning_rate: 0.116455 loss_vfl: 0.818413 loss_bbox: 0.287446 loss_dfl: 0.183226 loss: 1.271810 eta: 4 days, 12:26:24 batch_cost: 2.2702 data_cost: 0.0009 ips: 12.3339 images/s [11/15 16:45:54] ppdet.engine INFO: Epoch: [44] [2420/3251] learning_rate: 0.116436 loss_vfl: 0.830972 loss_bbox: 0.273988 loss_dfl: 0.178473 loss: 1.271191 eta: 4 days, 12:25:41 batch_cost: 2.2165 data_cost: 0.0010 ips: 12.6327 images/s [11/15 16:46:41] ppdet.engine INFO: Epoch: [44] [2440/3251] learning_rate: 0.116417 loss_vfl: 0.817074 loss_bbox: 0.272202 loss_dfl: 0.187274 loss: 1.262868 eta: 4 days, 12:25:00 batch_cost: 2.2490 data_cost: 0.0010 ips: 12.4498 images/s [11/15 16:47:27] ppdet.engine INFO: Epoch: [44] [2460/3251] learning_rate: 0.116398 loss_vfl: 0.805574 loss_bbox: 0.319974 loss_dfl: 0.204294 loss: 1.353031 eta: 4 days, 12:24:15 batch_cost: 2.1408 data_cost: 0.0009 ips: 13.0790 images/s [11/15 16:48:13] ppdet.engine INFO: Epoch: [44] [2480/3251] learning_rate: 0.116379 loss_vfl: 0.814080 loss_bbox: 0.279321 loss_dfl: 0.187271 loss: 1.299164 eta: 4 days, 12:23:29 batch_cost: 2.0630 data_cost: 0.0009 ips: 13.5726 images/s [11/15 16:48:59] ppdet.engine INFO: Epoch: [44] [2500/3251] learning_rate: 0.116360 loss_vfl: 0.828066 loss_bbox: 0.278611 loss_dfl: 0.179217 loss: 1.275985 eta: 4 days, 12:22:47 batch_cost: 2.2085 data_cost: 0.0009 ips: 12.6781 images/s [11/15 16:49:46] ppdet.engine INFO: Epoch: [44] [2520/3251] learning_rate: 0.116341 loss_vfl: 0.846977 loss_bbox: 0.280581 loss_dfl: 0.184530 loss: 1.300141 eta: 4 days, 12:22:03 batch_cost: 2.1556 data_cost: 0.0010 ips: 12.9897 images/s [11/15 16:50:33] ppdet.engine INFO: Epoch: [44] [2540/3251] learning_rate: 0.116322 loss_vfl: 0.825635 loss_bbox: 0.296335 loss_dfl: 0.190447 loss: 1.298051 eta: 4 days, 12:21:21 batch_cost: 2.2476 data_cost: 0.0009 ips: 12.4575 images/s [11/15 16:51:19] ppdet.engine INFO: Epoch: [44] [2560/3251] learning_rate: 0.116303 loss_vfl: 0.816147 loss_bbox: 0.320004 loss_dfl: 0.198055 loss: 1.331149 eta: 4 days, 12:20:37 batch_cost: 2.1457 data_cost: 0.0012 ips: 13.0492 images/s [11/15 16:52:04] ppdet.engine INFO: Epoch: [44] [2580/3251] learning_rate: 0.116284 loss_vfl: 0.844936 loss_bbox: 0.265092 loss_dfl: 0.173744 loss: 1.273070 eta: 4 days, 12:19:52 batch_cost: 2.1266 data_cost: 0.0010 ips: 13.1666 images/s [11/15 16:52:50] ppdet.engine INFO: Epoch: [44] [2600/3251] learning_rate: 0.116264 loss_vfl: 0.819714 loss_bbox: 0.287190 loss_dfl: 0.179193 loss: 1.296852 eta: 4 days, 12:19:10 batch_cost: 2.1990 data_cost: 0.0009 ips: 12.7330 images/s [11/15 16:53:36] ppdet.engine INFO: Epoch: [44] [2620/3251] learning_rate: 0.116245 loss_vfl: 0.814662 loss_bbox: 0.290744 loss_dfl: 0.189695 loss: 1.299666 eta: 4 days, 12:18:27 batch_cost: 2.2001 data_cost: 0.0014 ips: 12.7266 images/s [11/15 16:54:23] ppdet.engine INFO: Epoch: [44] [2640/3251] learning_rate: 0.116226 loss_vfl: 0.816845 loss_bbox: 0.226829 loss_dfl: 0.155150 loss: 1.204265 eta: 4 days, 12:17:44 batch_cost: 2.1965 data_cost: 0.0009 ips: 12.7476 images/s [11/15 16:55:12] ppdet.engine INFO: Epoch: [44] [2660/3251] learning_rate: 0.116207 loss_vfl: 0.796546 loss_bbox: 0.273232 loss_dfl: 0.177346 loss: 1.249649 eta: 4 days, 12:17:05 batch_cost: 2.3522 data_cost: 0.0010 ips: 11.9036 images/s [11/15 16:55:58] ppdet.engine INFO: Epoch: [44] [2680/3251] learning_rate: 0.116188 loss_vfl: 0.843457 loss_bbox: 0.284986 loss_dfl: 0.184200 loss: 1.332130 eta: 4 days, 12:16:20 batch_cost: 2.1125 data_cost: 0.0015 ips: 13.2543 images/s [11/15 16:56:44] ppdet.engine INFO: Epoch: [44] [2700/3251] learning_rate: 0.116169 loss_vfl: 0.814765 loss_bbox: 0.256913 loss_dfl: 0.170917 loss: 1.239392 eta: 4 days, 12:15:36 batch_cost: 2.1342 data_cost: 0.0021 ips: 13.1197 images/s [11/15 16:57:29] ppdet.engine INFO: Epoch: [44] [2720/3251] learning_rate: 0.116150 loss_vfl: 0.823833 loss_bbox: 0.277418 loss_dfl: 0.187000 loss: 1.295080 eta: 4 days, 12:14:51 batch_cost: 2.1131 data_cost: 0.0010 ips: 13.2507 images/s [11/15 16:58:17] ppdet.engine INFO: Epoch: [44] [2740/3251] learning_rate: 0.116131 loss_vfl: 0.781526 loss_bbox: 0.305657 loss_dfl: 0.188474 loss: 1.285761 eta: 4 days, 12:14:08 batch_cost: 2.2133 data_cost: 0.0009 ips: 12.6510 images/s [11/15 16:59:06] ppdet.engine INFO: Epoch: [44] [2760/3251] learning_rate: 0.116112 loss_vfl: 0.790688 loss_bbox: 0.261496 loss_dfl: 0.180530 loss: 1.270045 eta: 4 days, 12:13:27 batch_cost: 2.2740 data_cost: 0.0010 ips: 12.3133 images/s [11/15 16:59:52] ppdet.engine INFO: Epoch: [44] [2780/3251] learning_rate: 0.116093 loss_vfl: 0.797962 loss_bbox: 0.258575 loss_dfl: 0.176092 loss: 1.273768 eta: 4 days, 12:12:44 batch_cost: 2.1842 data_cost: 0.0009 ips: 12.8195 images/s [11/15 17:00:38] ppdet.engine INFO: Epoch: [44] [2800/3251] learning_rate: 0.116074 loss_vfl: 0.840833 loss_bbox: 0.304220 loss_dfl: 0.182815 loss: 1.329244 eta: 4 days, 12:12:01 batch_cost: 2.2067 data_cost: 0.0010 ips: 12.6884 images/s [11/15 17:01:24] ppdet.engine INFO: Epoch: [44] [2820/3251] learning_rate: 0.116055 loss_vfl: 0.816717 loss_bbox: 0.323991 loss_dfl: 0.198618 loss: 1.338374 eta: 4 days, 12:11:19 batch_cost: 2.2150 data_cost: 0.0009 ips: 12.6411 images/s [11/15 17:02:09] ppdet.engine INFO: Epoch: [44] [2840/3251] learning_rate: 0.116036 loss_vfl: 0.840189 loss_bbox: 0.281081 loss_dfl: 0.179818 loss: 1.298105 eta: 4 days, 12:10:34 batch_cost: 2.1186 data_cost: 0.0010 ips: 13.2165 images/s [11/15 17:02:55] ppdet.engine INFO: Epoch: [44] [2860/3251] learning_rate: 0.116017 loss_vfl: 0.820100 loss_bbox: 0.300720 loss_dfl: 0.198410 loss: 1.324258 eta: 4 days, 12:09:50 batch_cost: 2.1374 data_cost: 0.0010 ips: 13.1001 images/s [11/15 17:03:41] ppdet.engine INFO: Epoch: [44] [2880/3251] learning_rate: 0.115997 loss_vfl: 0.834431 loss_bbox: 0.297335 loss_dfl: 0.192129 loss: 1.344266 eta: 4 days, 12:09:06 batch_cost: 2.1636 data_cost: 0.0013 ips: 12.9413 images/s [11/15 17:04:30] ppdet.engine INFO: Epoch: [44] [2900/3251] learning_rate: 0.115978 loss_vfl: 0.784060 loss_bbox: 0.292142 loss_dfl: 0.192608 loss: 1.272688 eta: 4 days, 12:08:25 batch_cost: 2.2777 data_cost: 0.0010 ips: 12.2932 images/s [11/15 17:05:16] ppdet.engine INFO: Epoch: [44] [2920/3251] learning_rate: 0.115959 loss_vfl: 0.819592 loss_bbox: 0.321909 loss_dfl: 0.208282 loss: 1.351549 eta: 4 days, 12:07:42 batch_cost: 2.1842 data_cost: 0.0009 ips: 12.8196 images/s [11/15 17:06:02] ppdet.engine INFO: Epoch: [44] [2940/3251] learning_rate: 0.115940 loss_vfl: 0.820433 loss_bbox: 0.298124 loss_dfl: 0.195224 loss: 1.324249 eta: 4 days, 12:06:58 batch_cost: 2.1612 data_cost: 0.0016 ips: 12.9555 images/s [11/15 17:06:50] ppdet.engine INFO: Epoch: [44] [2960/3251] learning_rate: 0.115921 loss_vfl: 0.800701 loss_bbox: 0.274785 loss_dfl: 0.182211 loss: 1.295082 eta: 4 days, 12:06:19 batch_cost: 2.3272 data_cost: 0.0009 ips: 12.0317 images/s [11/15 17:07:39] ppdet.engine INFO: Epoch: [44] [2980/3251] learning_rate: 0.115902 loss_vfl: 0.810583 loss_bbox: 0.269556 loss_dfl: 0.181742 loss: 1.252793 eta: 4 days, 12:05:38 batch_cost: 2.2961 data_cost: 0.0010 ips: 12.1946 images/s [11/15 17:08:25] ppdet.engine INFO: Epoch: [44] [3000/3251] learning_rate: 0.115883 loss_vfl: 0.831513 loss_bbox: 0.314100 loss_dfl: 0.200498 loss: 1.338233 eta: 4 days, 12:04:56 batch_cost: 2.2318 data_cost: 0.0009 ips: 12.5457 images/s [11/15 17:09:11] ppdet.engine INFO: Epoch: [44] [3020/3251] learning_rate: 0.115864 loss_vfl: 0.840532 loss_bbox: 0.308873 loss_dfl: 0.192975 loss: 1.326778 eta: 4 days, 12:04:13 batch_cost: 2.1676 data_cost: 0.0010 ips: 12.9175 images/s [11/15 17:09:58] ppdet.engine INFO: Epoch: [44] [3040/3251] learning_rate: 0.115845 loss_vfl: 0.820702 loss_bbox: 0.264691 loss_dfl: 0.170193 loss: 1.264418 eta: 4 days, 12:03:30 batch_cost: 2.2168 data_cost: 0.0009 ips: 12.6309 images/s [11/15 17:10:45] ppdet.engine INFO: Epoch: [44] [3060/3251] learning_rate: 0.115826 loss_vfl: 0.810610 loss_bbox: 0.244381 loss_dfl: 0.172546 loss: 1.240511 eta: 4 days, 12:02:49 batch_cost: 2.2476 data_cost: 0.0009 ips: 12.4575 images/s [11/15 17:11:32] ppdet.engine INFO: Epoch: [44] [3080/3251] learning_rate: 0.115807 loss_vfl: 0.826355 loss_bbox: 0.273775 loss_dfl: 0.192583 loss: 1.280346 eta: 4 days, 12:02:07 batch_cost: 2.2441 data_cost: 0.0010 ips: 12.4774 images/s [11/15 17:12:18] ppdet.engine INFO: Epoch: [44] [3100/3251] learning_rate: 0.115788 loss_vfl: 0.814811 loss_bbox: 0.268696 loss_dfl: 0.183492 loss: 1.312055 eta: 4 days, 12:01:23 batch_cost: 2.1769 data_cost: 0.0009 ips: 12.8626 images/s [11/15 17:13:07] ppdet.engine INFO: Epoch: [44] [3120/3251] learning_rate: 0.115768 loss_vfl: 0.821610 loss_bbox: 0.273206 loss_dfl: 0.191280 loss: 1.275262 eta: 4 days, 12:00:41 batch_cost: 2.2240 data_cost: 0.0009 ips: 12.5898 images/s [11/15 17:13:53] ppdet.engine INFO: Epoch: [44] [3140/3251] learning_rate: 0.115749 loss_vfl: 0.838132 loss_bbox: 0.279913 loss_dfl: 0.177103 loss: 1.296526 eta: 4 days, 11:59:57 batch_cost: 2.1401 data_cost: 0.0010 ips: 13.0835 images/s [11/15 17:14:40] ppdet.engine INFO: Epoch: [44] [3160/3251] learning_rate: 0.115730 loss_vfl: 0.800954 loss_bbox: 0.264990 loss_dfl: 0.177642 loss: 1.241862 eta: 4 days, 11:59:16 batch_cost: 2.2737 data_cost: 0.0009 ips: 12.3145 images/s [11/15 17:15:24] ppdet.engine INFO: Epoch: [44] [3180/3251] learning_rate: 0.115711 loss_vfl: 0.823141 loss_bbox: 0.272628 loss_dfl: 0.186034 loss: 1.288792 eta: 4 days, 11:58:31 batch_cost: 2.1131 data_cost: 0.0011 ips: 13.2507 images/s [11/15 17:16:10] ppdet.engine INFO: Epoch: [44] [3200/3251] learning_rate: 0.115692 loss_vfl: 0.821999 loss_bbox: 0.259669 loss_dfl: 0.176084 loss: 1.260131 eta: 4 days, 11:57:47 batch_cost: 2.1605 data_cost: 0.0012 ips: 12.9597 images/s [11/15 17:16:58] ppdet.engine INFO: Epoch: [44] [3220/3251] learning_rate: 0.115673 loss_vfl: 0.796683 loss_bbox: 0.274101 loss_dfl: 0.191139 loss: 1.293758 eta: 4 days, 11:57:06 batch_cost: 2.2815 data_cost: 0.0009 ips: 12.2727 images/s [11/15 17:17:43] ppdet.engine INFO: Epoch: [44] [3240/3251] learning_rate: 0.115654 loss_vfl: 0.826323 loss_bbox: 0.256818 loss_dfl: 0.183609 loss: 1.254705 eta: 4 days, 11:56:21 batch_cost: 2.0733 data_cost: 0.0017 ips: 13.5052 images/s [11/15 17:18:23] ppdet.engine INFO: Epoch: [45] 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loss_bbox: 0.277314 loss_dfl: 0.184922 loss: 1.307876 eta: 4 days, 11:53:22 batch_cost: 2.2276 data_cost: 0.0010 ips: 12.5695 images/s [11/15 17:22:25] ppdet.engine INFO: Epoch: [45] [ 100/3251] learning_rate: 0.115548 loss_vfl: 0.832099 loss_bbox: 0.276812 loss_dfl: 0.194545 loss: 1.277811 eta: 4 days, 11:52:40 batch_cost: 2.2416 data_cost: 0.0010 ips: 12.4909 images/s [11/15 17:23:13] ppdet.engine INFO: Epoch: [45] [ 120/3251] learning_rate: 0.115529 loss_vfl: 0.800316 loss_bbox: 0.281066 loss_dfl: 0.180444 loss: 1.256760 eta: 4 days, 11:51:57 batch_cost: 2.1759 data_cost: 0.0011 ips: 12.8680 images/s [11/15 17:24:02] ppdet.engine INFO: Epoch: [45] [ 140/3251] learning_rate: 0.115510 loss_vfl: 0.783000 loss_bbox: 0.264351 loss_dfl: 0.184824 loss: 1.276227 eta: 4 days, 11:51:18 batch_cost: 2.3545 data_cost: 0.0020 ips: 11.8922 images/s [11/15 17:24:45] ppdet.engine INFO: Epoch: [45] [ 160/3251] learning_rate: 0.115491 loss_vfl: 0.782043 loss_bbox: 0.276443 loss_dfl: 0.189245 loss: 1.262601 eta: 4 days, 11:50:31 batch_cost: 2.0575 data_cost: 0.0012 ips: 13.6089 images/s [11/15 17:25:32] ppdet.engine INFO: Epoch: [45] [ 180/3251] learning_rate: 0.115472 loss_vfl: 0.835013 loss_bbox: 0.278216 loss_dfl: 0.194432 loss: 1.305199 eta: 4 days, 11:49:47 batch_cost: 2.1366 data_cost: 0.0011 ips: 13.1047 images/s [11/15 17:26:18] ppdet.engine INFO: Epoch: [45] [ 200/3251] learning_rate: 0.115453 loss_vfl: 0.807704 loss_bbox: 0.271108 loss_dfl: 0.180752 loss: 1.249475 eta: 4 days, 11:49:04 batch_cost: 2.2077 data_cost: 0.0009 ips: 12.6829 images/s [11/15 17:27:04] ppdet.engine INFO: Epoch: [45] [ 220/3251] learning_rate: 0.115433 loss_vfl: 0.807676 loss_bbox: 0.283996 loss_dfl: 0.196290 loss: 1.298662 eta: 4 days, 11:48:20 batch_cost: 2.1313 data_cost: 0.0147 ips: 13.1374 images/s [11/15 17:27:51] ppdet.engine INFO: Epoch: [45] [ 240/3251] learning_rate: 0.115414 loss_vfl: 0.807217 loss_bbox: 0.276013 loss_dfl: 0.183172 loss: 1.300995 eta: 4 days, 11:47:38 batch_cost: 2.2471 data_cost: 0.0009 ips: 12.4604 images/s [11/15 17:28:37] ppdet.engine INFO: Epoch: [45] [ 260/3251] learning_rate: 0.115395 loss_vfl: 0.799814 loss_bbox: 0.258721 loss_dfl: 0.179318 loss: 1.235790 eta: 4 days, 11:46:53 batch_cost: 2.1160 data_cost: 0.0015 ips: 13.2322 images/s [11/15 17:29:23] ppdet.engine INFO: Epoch: [45] [ 280/3251] learning_rate: 0.115376 loss_vfl: 0.822472 loss_bbox: 0.301107 loss_dfl: 0.196075 loss: 1.312356 eta: 4 days, 11:46:11 batch_cost: 2.2224 data_cost: 0.0009 ips: 12.5987 images/s [11/15 17:30:09] ppdet.engine INFO: Epoch: [45] [ 300/3251] learning_rate: 0.115357 loss_vfl: 0.821402 loss_bbox: 0.293937 loss_dfl: 0.195986 loss: 1.314406 eta: 4 days, 11:45:26 batch_cost: 2.1274 data_cost: 0.0009 ips: 13.1614 images/s [11/15 17:30:55] ppdet.engine INFO: Epoch: [45] [ 320/3251] learning_rate: 0.115338 loss_vfl: 0.818664 loss_bbox: 0.272696 loss_dfl: 0.190443 loss: 1.279194 eta: 4 days, 11:44:44 batch_cost: 2.2070 data_cost: 0.0010 ips: 12.6867 images/s [11/15 17:31:42] ppdet.engine INFO: Epoch: [45] [ 340/3251] learning_rate: 0.115319 loss_vfl: 0.796195 loss_bbox: 0.301861 loss_dfl: 0.197443 loss: 1.293837 eta: 4 days, 11:44:02 batch_cost: 2.2600 data_cost: 0.0014 ips: 12.3893 images/s [11/15 17:32:28] ppdet.engine INFO: Epoch: [45] [ 360/3251] learning_rate: 0.115300 loss_vfl: 0.823980 loss_bbox: 0.278974 loss_dfl: 0.198242 loss: 1.317933 eta: 4 days, 11:43:18 batch_cost: 2.1505 data_cost: 0.0017 ips: 13.0200 images/s [11/15 17:33:16] ppdet.engine INFO: Epoch: [45] [ 380/3251] learning_rate: 0.115281 loss_vfl: 0.782876 loss_bbox: 0.268958 loss_dfl: 0.176808 loss: 1.241185 eta: 4 days, 11:42:37 batch_cost: 2.2619 data_cost: 0.0023 ips: 12.3789 images/s [11/15 17:34:02] ppdet.engine INFO: Epoch: [45] [ 400/3251] learning_rate: 0.115262 loss_vfl: 0.797760 loss_bbox: 0.297728 loss_dfl: 0.187148 loss: 1.270713 eta: 4 days, 11:41:54 batch_cost: 2.2051 data_cost: 0.0010 ips: 12.6980 images/s [11/15 17:34:49] ppdet.engine INFO: Epoch: [45] 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0.815196 loss_bbox: 0.277389 loss_dfl: 0.188104 loss: 1.266655 eta: 4 days, 11:38:15 batch_cost: 2.0258 data_cost: 0.0010 ips: 13.8219 images/s [11/15 17:38:41] ppdet.engine INFO: Epoch: [45] [ 520/3251] learning_rate: 0.115147 loss_vfl: 0.819639 loss_bbox: 0.290648 loss_dfl: 0.189702 loss: 1.304780 eta: 4 days, 11:37:33 batch_cost: 2.2431 data_cost: 0.0009 ips: 12.4828 images/s [11/15 17:39:26] ppdet.engine INFO: Epoch: [45] [ 540/3251] learning_rate: 0.115128 loss_vfl: 0.819507 loss_bbox: 0.289980 loss_dfl: 0.188793 loss: 1.299460 eta: 4 days, 11:36:49 batch_cost: 2.1176 data_cost: 0.0011 ips: 13.2228 images/s [11/15 17:40:14] ppdet.engine INFO: Epoch: [45] [ 560/3251] learning_rate: 0.115109 loss_vfl: 0.798018 loss_bbox: 0.279250 loss_dfl: 0.189753 loss: 1.254077 eta: 4 days, 11:36:07 batch_cost: 2.2329 data_cost: 0.0010 ips: 12.5399 images/s [11/15 17:41:01] ppdet.engine INFO: Epoch: [45] [ 580/3251] learning_rate: 0.115090 loss_vfl: 0.792971 loss_bbox: 0.289135 loss_dfl: 0.194053 loss: 1.273105 eta: 4 days, 11:35:25 batch_cost: 2.2329 data_cost: 0.0011 ips: 12.5396 images/s [11/15 17:41:47] ppdet.engine INFO: Epoch: [45] [ 600/3251] learning_rate: 0.115071 loss_vfl: 0.823300 loss_bbox: 0.272114 loss_dfl: 0.187468 loss: 1.300678 eta: 4 days, 11:34:39 batch_cost: 2.0696 data_cost: 0.0014 ips: 13.5292 images/s [11/15 17:42:32] ppdet.engine INFO: Epoch: [45] [ 620/3251] learning_rate: 0.115051 loss_vfl: 0.812407 loss_bbox: 0.264747 loss_dfl: 0.171836 loss: 1.248635 eta: 4 days, 11:33:54 batch_cost: 2.1035 data_cost: 0.0009 ips: 13.3115 images/s [11/15 17:43:19] ppdet.engine INFO: Epoch: [45] [ 640/3251] learning_rate: 0.115032 loss_vfl: 0.804752 loss_bbox: 0.302866 loss_dfl: 0.194720 loss: 1.313244 eta: 4 days, 11:33:11 batch_cost: 2.2087 data_cost: 0.0011 ips: 12.6772 images/s [11/15 17:44:07] ppdet.engine INFO: Epoch: [45] [ 660/3251] learning_rate: 0.115013 loss_vfl: 0.813936 loss_bbox: 0.261087 loss_dfl: 0.180310 loss: 1.262897 eta: 4 days, 11:32:30 batch_cost: 2.2685 data_cost: 0.0009 ips: 12.3428 images/s [11/15 17:44:54] ppdet.engine INFO: Epoch: [45] [ 680/3251] learning_rate: 0.114994 loss_vfl: 0.811271 loss_bbox: 0.297713 loss_dfl: 0.197691 loss: 1.278386 eta: 4 days, 11:31:47 batch_cost: 2.1901 data_cost: 0.0010 ips: 12.7846 images/s [11/15 17:45:40] ppdet.engine INFO: Epoch: [45] [ 700/3251] learning_rate: 0.114975 loss_vfl: 0.810440 loss_bbox: 0.283351 loss_dfl: 0.197156 loss: 1.300487 eta: 4 days, 11:31:04 batch_cost: 2.2160 data_cost: 0.0009 ips: 12.6354 images/s [11/15 17:46:25] ppdet.engine INFO: Epoch: [45] [ 720/3251] learning_rate: 0.114956 loss_vfl: 0.828501 loss_bbox: 0.266310 loss_dfl: 0.196472 loss: 1.306190 eta: 4 days, 11:30:20 batch_cost: 2.1457 data_cost: 0.0010 ips: 13.0495 images/s [11/15 17:47:13] ppdet.engine INFO: Epoch: [45] [ 740/3251] learning_rate: 0.114937 loss_vfl: 0.821481 loss_bbox: 0.284713 loss_dfl: 0.183734 loss: 1.274457 eta: 4 days, 11:29:39 batch_cost: 2.2565 data_cost: 0.0010 ips: 12.4089 images/s [11/15 17:47:58] ppdet.engine INFO: Epoch: [45] [ 760/3251] learning_rate: 0.114918 loss_vfl: 0.814028 loss_bbox: 0.269276 loss_dfl: 0.188137 loss: 1.285203 eta: 4 days, 11:28:54 batch_cost: 2.1108 data_cost: 0.0010 ips: 13.2651 images/s [11/15 17:48:44] ppdet.engine INFO: Epoch: [45] [ 780/3251] learning_rate: 0.114899 loss_vfl: 0.810295 loss_bbox: 0.250651 loss_dfl: 0.173803 loss: 1.271712 eta: 4 days, 11:28:08 batch_cost: 2.0914 data_cost: 0.0010 ips: 13.3880 images/s [11/15 17:49:30] ppdet.engine INFO: Epoch: [45] [ 800/3251] learning_rate: 0.114879 loss_vfl: 0.841126 loss_bbox: 0.343067 loss_dfl: 0.208459 loss: 1.359162 eta: 4 days, 11:27:25 batch_cost: 2.1982 data_cost: 0.0019 ips: 12.7377 images/s [11/15 17:50:15] ppdet.engine INFO: Epoch: [45] [ 820/3251] learning_rate: 0.114860 loss_vfl: 0.832912 loss_bbox: 0.280347 loss_dfl: 0.184707 loss: 1.285783 eta: 4 days, 11:26:42 batch_cost: 2.1694 data_cost: 0.0010 ips: 12.9067 images/s [11/15 17:51:03] ppdet.engine INFO: Epoch: [45] 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0.804698 loss_bbox: 0.242308 loss_dfl: 0.169979 loss: 1.245245 eta: 4 days, 11:22:57 batch_cost: 2.0770 data_cost: 0.0010 ips: 13.4808 images/s [11/15 17:54:47] ppdet.engine INFO: Epoch: [45] [ 940/3251] learning_rate: 0.114746 loss_vfl: 0.813270 loss_bbox: 0.291881 loss_dfl: 0.184375 loss: 1.284851 eta: 4 days, 11:22:13 batch_cost: 2.1272 data_cost: 0.0012 ips: 13.1629 images/s [11/15 17:55:33] ppdet.engine INFO: Epoch: [45] [ 960/3251] learning_rate: 0.114727 loss_vfl: 0.817605 loss_bbox: 0.274198 loss_dfl: 0.174613 loss: 1.310389 eta: 4 days, 11:21:30 batch_cost: 2.2053 data_cost: 0.0009 ips: 12.6966 images/s [11/15 17:56:21] ppdet.engine INFO: Epoch: [45] [ 980/3251] learning_rate: 0.114707 loss_vfl: 0.811906 loss_bbox: 0.291506 loss_dfl: 0.195795 loss: 1.296112 eta: 4 days, 11:20:49 batch_cost: 2.2865 data_cost: 0.0012 ips: 12.2458 images/s [11/15 17:57:08] ppdet.engine INFO: Epoch: [45] [1000/3251] learning_rate: 0.114688 loss_vfl: 0.804419 loss_bbox: 0.305219 loss_dfl: 0.202080 loss: 1.275913 eta: 4 days, 11:20:08 batch_cost: 2.2634 data_cost: 0.0011 ips: 12.3709 images/s [11/15 17:57:54] ppdet.engine INFO: Epoch: [45] [1020/3251] learning_rate: 0.114669 loss_vfl: 0.813257 loss_bbox: 0.271928 loss_dfl: 0.181751 loss: 1.283834 eta: 4 days, 11:19:23 batch_cost: 2.1178 data_cost: 0.0013 ips: 13.2213 images/s [11/15 17:58:42] ppdet.engine INFO: Epoch: [45] [1040/3251] learning_rate: 0.114650 loss_vfl: 0.832795 loss_bbox: 0.281161 loss_dfl: 0.185226 loss: 1.294996 eta: 4 days, 11:18:41 batch_cost: 2.2137 data_cost: 0.0010 ips: 12.6485 images/s [11/15 17:59:29] ppdet.engine INFO: Epoch: [45] [1060/3251] learning_rate: 0.114631 loss_vfl: 0.822274 loss_bbox: 0.278263 loss_dfl: 0.186312 loss: 1.326207 eta: 4 days, 11:18:00 batch_cost: 2.2733 data_cost: 0.0014 ips: 12.3167 images/s [11/15 18:00:16] ppdet.engine INFO: Epoch: [45] [1080/3251] learning_rate: 0.114612 loss_vfl: 0.817994 loss_bbox: 0.267930 loss_dfl: 0.185483 loss: 1.288140 eta: 4 days, 11:17:16 batch_cost: 2.1801 data_cost: 0.0015 ips: 12.8437 images/s [11/15 18:01:00] ppdet.engine INFO: Epoch: [45] [1100/3251] learning_rate: 0.114593 loss_vfl: 0.801099 loss_bbox: 0.296247 loss_dfl: 0.177428 loss: 1.277290 eta: 4 days, 11:16:32 batch_cost: 2.1466 data_cost: 0.0011 ips: 13.0440 images/s [11/15 18:01:48] ppdet.engine INFO: Epoch: [45] [1120/3251] learning_rate: 0.114574 loss_vfl: 0.808088 loss_bbox: 0.273839 loss_dfl: 0.185429 loss: 1.280582 eta: 4 days, 11:15:50 batch_cost: 2.2358 data_cost: 0.0009 ips: 12.5234 images/s [11/15 18:02:33] ppdet.engine INFO: Epoch: [45] [1140/3251] learning_rate: 0.114554 loss_vfl: 0.795455 loss_bbox: 0.250713 loss_dfl: 0.162368 loss: 1.237369 eta: 4 days, 11:15:06 batch_cost: 2.1572 data_cost: 0.0014 ips: 12.9797 images/s [11/15 18:03:24] ppdet.engine INFO: Epoch: [45] [1160/3251] learning_rate: 0.114535 loss_vfl: 0.826093 loss_bbox: 0.252034 loss_dfl: 0.179231 loss: 1.288090 eta: 4 days, 11:14:27 batch_cost: 2.3339 data_cost: 0.0010 ips: 11.9970 images/s [11/15 18:04:10] ppdet.engine INFO: Epoch: [45] [1180/3251] learning_rate: 0.114516 loss_vfl: 0.807416 loss_bbox: 0.282559 loss_dfl: 0.186246 loss: 1.304049 eta: 4 days, 11:13:40 batch_cost: 2.0489 data_cost: 0.0009 ips: 13.6660 images/s [11/15 18:04:56] ppdet.engine INFO: Epoch: [45] [1200/3251] learning_rate: 0.114497 loss_vfl: 0.806997 loss_bbox: 0.258318 loss_dfl: 0.169977 loss: 1.213551 eta: 4 days, 11:12:58 batch_cost: 2.2052 data_cost: 0.0009 ips: 12.6973 images/s [11/15 18:05:43] ppdet.engine INFO: Epoch: [45] [1220/3251] learning_rate: 0.114478 loss_vfl: 0.807928 loss_bbox: 0.262132 loss_dfl: 0.179481 loss: 1.216005 eta: 4 days, 11:12:15 batch_cost: 2.2213 data_cost: 0.0009 ips: 12.6051 images/s [11/15 18:06:29] ppdet.engine INFO: Epoch: [45] [1240/3251] learning_rate: 0.114459 loss_vfl: 0.809998 loss_bbox: 0.284903 loss_dfl: 0.187896 loss: 1.292809 eta: 4 days, 11:11:33 batch_cost: 2.2311 data_cost: 0.0010 ips: 12.5498 images/s [11/15 18:07:15] ppdet.engine INFO: Epoch: [45] [1260/3251] learning_rate: 0.114440 loss_vfl: 0.834690 loss_bbox: 0.249393 loss_dfl: 0.173636 loss: 1.260477 eta: 4 days, 11:10:50 batch_cost: 2.1999 data_cost: 0.0011 ips: 12.7277 images/s [11/15 18:08:02] ppdet.engine INFO: Epoch: [45] [1280/3251] learning_rate: 0.114421 loss_vfl: 0.805762 loss_bbox: 0.289509 loss_dfl: 0.181801 loss: 1.268503 eta: 4 days, 11:10:09 batch_cost: 2.2526 data_cost: 0.0009 ips: 12.4303 images/s [11/15 18:08:49] ppdet.engine INFO: Epoch: [45] [1300/3251] learning_rate: 0.114401 loss_vfl: 0.788657 loss_bbox: 0.300299 loss_dfl: 0.193234 loss: 1.300247 eta: 4 days, 11:09:26 batch_cost: 2.2071 data_cost: 0.0011 ips: 12.6862 images/s [11/15 18:09:35] ppdet.engine INFO: Epoch: [45] [1320/3251] learning_rate: 0.114382 loss_vfl: 0.807666 loss_bbox: 0.295399 loss_dfl: 0.197003 loss: 1.308258 eta: 4 days, 11:08:43 batch_cost: 2.1984 data_cost: 0.0009 ips: 12.7367 images/s [11/15 18:10:22] ppdet.engine INFO: Epoch: [45] [1340/3251] learning_rate: 0.114363 loss_vfl: 0.801036 loss_bbox: 0.299131 loss_dfl: 0.193444 loss: 1.280797 eta: 4 days, 11:08:01 batch_cost: 2.2005 data_cost: 0.0017 ips: 12.7247 images/s [11/15 18:11:08] ppdet.engine INFO: Epoch: [45] [1360/3251] learning_rate: 0.114344 loss_vfl: 0.828858 loss_bbox: 0.273135 loss_dfl: 0.182517 loss: 1.288644 eta: 4 days, 11:07:18 batch_cost: 2.2092 data_cost: 0.0009 ips: 12.6742 images/s [11/15 18:11:55] ppdet.engine INFO: Epoch: [45] [1380/3251] learning_rate: 0.114325 loss_vfl: 0.805619 loss_bbox: 0.301873 loss_dfl: 0.196991 loss: 1.318857 eta: 4 days, 11:06:36 batch_cost: 2.2312 data_cost: 0.0010 ips: 12.5491 images/s [11/15 18:12:40] ppdet.engine INFO: Epoch: [45] [1400/3251] learning_rate: 0.114306 loss_vfl: 0.797111 loss_bbox: 0.267740 loss_dfl: 0.192597 loss: 1.252664 eta: 4 days, 11:05:52 batch_cost: 2.1384 data_cost: 0.0009 ips: 13.0942 images/s [11/15 18:13:27] ppdet.engine INFO: Epoch: [45] [1420/3251] learning_rate: 0.114287 loss_vfl: 0.781920 loss_bbox: 0.264897 loss_dfl: 0.180107 loss: 1.242189 eta: 4 days, 11:05:10 batch_cost: 2.2342 data_cost: 0.0009 ips: 12.5325 images/s [11/15 18:14:12] ppdet.engine INFO: Epoch: [45] [1440/3251] learning_rate: 0.114268 loss_vfl: 0.808609 loss_bbox: 0.301275 loss_dfl: 0.185738 loss: 1.291191 eta: 4 days, 11:04:25 batch_cost: 2.1199 data_cost: 0.0009 ips: 13.2082 images/s [11/15 18:14:59] ppdet.engine INFO: Epoch: [45] [1460/3251] learning_rate: 0.114248 loss_vfl: 0.802850 loss_bbox: 0.280663 loss_dfl: 0.186888 loss: 1.286733 eta: 4 days, 11:03:43 batch_cost: 2.2259 data_cost: 0.0015 ips: 12.5790 images/s [11/15 18:15:47] ppdet.engine INFO: Epoch: [45] [1480/3251] learning_rate: 0.114229 loss_vfl: 0.813505 loss_bbox: 0.279560 loss_dfl: 0.177486 loss: 1.282979 eta: 4 days, 11:03:01 batch_cost: 2.2507 data_cost: 0.0010 ips: 12.4408 images/s [11/15 18:16:33] ppdet.engine INFO: Epoch: [45] [1500/3251] learning_rate: 0.114210 loss_vfl: 0.794055 loss_bbox: 0.279335 loss_dfl: 0.191341 loss: 1.252473 eta: 4 days, 11:02:18 batch_cost: 2.1691 data_cost: 0.0010 ips: 12.9085 images/s [11/15 18:17:20] ppdet.engine INFO: Epoch: [45] [1520/3251] learning_rate: 0.114191 loss_vfl: 0.843550 loss_bbox: 0.279165 loss_dfl: 0.190280 loss: 1.284919 eta: 4 days, 11:01:35 batch_cost: 2.2240 data_cost: 0.0010 ips: 12.5897 images/s [11/15 18:18:06] ppdet.engine INFO: Epoch: [45] [1540/3251] learning_rate: 0.114172 loss_vfl: 0.806164 loss_bbox: 0.260614 loss_dfl: 0.180919 loss: 1.237940 eta: 4 days, 11:00:49 batch_cost: 2.0728 data_cost: 0.0010 ips: 13.5085 images/s [11/15 18:18:50] ppdet.engine INFO: Epoch: [45] [1560/3251] learning_rate: 0.114153 loss_vfl: 0.796842 loss_bbox: 0.271418 loss_dfl: 0.182399 loss: 1.270429 eta: 4 days, 11:00:03 batch_cost: 2.0480 data_cost: 0.0009 ips: 13.6717 images/s [11/15 18:19:37] ppdet.engine INFO: Epoch: [45] [1580/3251] learning_rate: 0.114134 loss_vfl: 0.820532 loss_bbox: 0.258631 loss_dfl: 0.181954 loss: 1.274227 eta: 4 days, 10:59:21 batch_cost: 2.2266 data_cost: 0.0013 ips: 12.5752 images/s [11/15 18:20:24] ppdet.engine INFO: Epoch: [45] [1600/3251] learning_rate: 0.114115 loss_vfl: 0.839503 loss_bbox: 0.265426 loss_dfl: 0.182553 loss: 1.240719 eta: 4 days, 10:58:36 batch_cost: 2.1315 data_cost: 0.0016 ips: 13.1364 images/s [11/15 18:21:10] ppdet.engine INFO: Epoch: [45] [1620/3251] learning_rate: 0.114095 loss_vfl: 0.831570 loss_bbox: 0.282638 loss_dfl: 0.184337 loss: 1.322189 eta: 4 days, 10:57:54 batch_cost: 2.2253 data_cost: 0.0010 ips: 12.5826 images/s [11/15 18:21:58] ppdet.engine INFO: Epoch: [45] [1640/3251] learning_rate: 0.114076 loss_vfl: 0.819255 loss_bbox: 0.266901 loss_dfl: 0.181489 loss: 1.256268 eta: 4 days, 10:57:13 batch_cost: 2.2743 data_cost: 0.0012 ips: 12.3116 images/s [11/15 18:22:44] ppdet.engine INFO: Epoch: [45] [1660/3251] learning_rate: 0.114057 loss_vfl: 0.834453 loss_bbox: 0.254327 loss_dfl: 0.168159 loss: 1.234371 eta: 4 days, 10:56:30 batch_cost: 2.1902 data_cost: 0.0010 ips: 12.7842 images/s [11/15 18:23:30] ppdet.engine INFO: Epoch: [45] [1680/3251] learning_rate: 0.114038 loss_vfl: 0.814039 loss_bbox: 0.262556 loss_dfl: 0.177718 loss: 1.272617 eta: 4 days, 10:55:45 batch_cost: 2.1301 data_cost: 0.0012 ips: 13.1448 images/s [11/15 18:24:15] ppdet.engine INFO: Epoch: [45] [1700/3251] learning_rate: 0.114019 loss_vfl: 0.823654 loss_bbox: 0.298008 loss_dfl: 0.195751 loss: 1.322899 eta: 4 days, 10:55:02 batch_cost: 2.1918 data_cost: 0.0010 ips: 12.7747 images/s [11/15 18:25:02] ppdet.engine INFO: Epoch: [45] [1720/3251] learning_rate: 0.114000 loss_vfl: 0.803381 loss_bbox: 0.288813 loss_dfl: 0.204979 loss: 1.302211 eta: 4 days, 10:54:20 batch_cost: 2.2225 data_cost: 0.0009 ips: 12.5987 images/s [11/15 18:25:48] ppdet.engine INFO: Epoch: [45] [1740/3251] learning_rate: 0.113981 loss_vfl: 0.813892 loss_bbox: 0.294435 loss_dfl: 0.191217 loss: 1.309230 eta: 4 days, 10:53:37 batch_cost: 2.1689 data_cost: 0.0010 ips: 12.9097 images/s [11/15 18:26:36] ppdet.engine INFO: Epoch: [45] [1760/3251] learning_rate: 0.113961 loss_vfl: 0.818216 loss_bbox: 0.263270 loss_dfl: 0.190359 loss: 1.289174 eta: 4 days, 10:52:54 batch_cost: 2.2273 data_cost: 0.0009 ips: 12.5713 images/s [11/15 18:27:19] ppdet.engine INFO: Epoch: [45] [1780/3251] learning_rate: 0.113942 loss_vfl: 0.818268 loss_bbox: 0.279915 loss_dfl: 0.186137 loss: 1.291046 eta: 4 days, 10:52:08 batch_cost: 2.0410 data_cost: 0.0018 ips: 13.7190 images/s [11/15 18:28:06] ppdet.engine INFO: Epoch: [45] [1800/3251] learning_rate: 0.113923 loss_vfl: 0.809260 loss_bbox: 0.279404 loss_dfl: 0.197966 loss: 1.286121 eta: 4 days, 10:51:26 batch_cost: 2.2430 data_cost: 0.0010 ips: 12.4835 images/s [11/15 18:28:52] ppdet.engine INFO: Epoch: [45] [1820/3251] learning_rate: 0.113904 loss_vfl: 0.812244 loss_bbox: 0.308387 loss_dfl: 0.196159 loss: 1.328210 eta: 4 days, 10:50:43 batch_cost: 2.1890 data_cost: 0.0015 ips: 12.7911 images/s [11/15 18:29:39] ppdet.engine INFO: Epoch: [45] [1840/3251] learning_rate: 0.113885 loss_vfl: 0.832131 loss_bbox: 0.297877 loss_dfl: 0.195271 loss: 1.319421 eta: 4 days, 10:50:00 batch_cost: 2.2197 data_cost: 0.0010 ips: 12.6143 images/s [11/15 18:30:26] ppdet.engine INFO: Epoch: [45] [1860/3251] learning_rate: 0.113866 loss_vfl: 0.816600 loss_bbox: 0.296317 loss_dfl: 0.197022 loss: 1.293464 eta: 4 days, 10:49:20 batch_cost: 2.2845 data_cost: 0.0009 ips: 12.2566 images/s [11/15 18:31:13] ppdet.engine INFO: Epoch: [45] [1880/3251] learning_rate: 0.113847 loss_vfl: 0.838401 loss_bbox: 0.301879 loss_dfl: 0.188736 loss: 1.336273 eta: 4 days, 10:48:36 batch_cost: 2.1788 data_cost: 0.0013 ips: 12.8509 images/s [11/15 18:32:00] ppdet.engine INFO: Epoch: [45] [1900/3251] learning_rate: 0.113827 loss_vfl: 0.784231 loss_bbox: 0.292198 loss_dfl: 0.186820 loss: 1.297509 eta: 4 days, 10:47:52 batch_cost: 2.1444 data_cost: 0.0009 ips: 13.0574 images/s [11/15 18:32:47] ppdet.engine INFO: Epoch: [45] [1920/3251] learning_rate: 0.113808 loss_vfl: 0.824293 loss_bbox: 0.276144 loss_dfl: 0.191469 loss: 1.297315 eta: 4 days, 10:47:10 batch_cost: 2.2137 data_cost: 0.0009 ips: 12.6484 images/s [11/15 18:33:34] ppdet.engine INFO: Epoch: [45] [1940/3251] learning_rate: 0.113789 loss_vfl: 0.812906 loss_bbox: 0.262966 loss_dfl: 0.182971 loss: 1.244308 eta: 4 days, 10:46:25 batch_cost: 2.1241 data_cost: 0.0010 ips: 13.1820 images/s [11/15 18:34:19] ppdet.engine INFO: Epoch: [45] [1960/3251] learning_rate: 0.113770 loss_vfl: 0.812746 loss_bbox: 0.259511 loss_dfl: 0.181200 loss: 1.286322 eta: 4 days, 10:45:41 batch_cost: 2.1304 data_cost: 0.0012 ips: 13.1430 images/s [11/15 18:35:06] ppdet.engine INFO: Epoch: [45] [1980/3251] learning_rate: 0.113751 loss_vfl: 0.803356 loss_bbox: 0.303124 loss_dfl: 0.193751 loss: 1.331098 eta: 4 days, 10:44:57 batch_cost: 2.1777 data_cost: 0.0011 ips: 12.8578 images/s [11/15 18:35:54] ppdet.engine INFO: Epoch: [45] [2000/3251] learning_rate: 0.113732 loss_vfl: 0.833595 loss_bbox: 0.290178 loss_dfl: 0.197354 loss: 1.347069 eta: 4 days, 10:44:15 batch_cost: 2.2171 data_cost: 0.0010 ips: 12.6289 images/s [11/15 18:36:40] ppdet.engine INFO: Epoch: [45] [2020/3251] learning_rate: 0.113713 loss_vfl: 0.834207 loss_bbox: 0.247146 loss_dfl: 0.170707 loss: 1.247538 eta: 4 days, 10:43:32 batch_cost: 2.2084 data_cost: 0.0010 ips: 12.6788 images/s [11/15 18:37:27] ppdet.engine INFO: Epoch: [45] [2040/3251] learning_rate: 0.113693 loss_vfl: 0.801334 loss_bbox: 0.276515 loss_dfl: 0.174782 loss: 1.251759 eta: 4 days, 10:42:49 batch_cost: 2.1789 data_cost: 0.0010 ips: 12.8508 images/s [11/15 18:38:13] ppdet.engine INFO: Epoch: [45] [2060/3251] learning_rate: 0.113674 loss_vfl: 0.820641 loss_bbox: 0.254409 loss_dfl: 0.175575 loss: 1.276267 eta: 4 days, 10:42:06 batch_cost: 2.2091 data_cost: 0.0010 ips: 12.6751 images/s [11/15 18:39:00] ppdet.engine INFO: Epoch: [45] [2080/3251] learning_rate: 0.113655 loss_vfl: 0.801429 loss_bbox: 0.322430 loss_dfl: 0.197500 loss: 1.327020 eta: 4 days, 10:41:23 batch_cost: 2.1647 data_cost: 0.0009 ips: 12.9348 images/s [11/15 18:39:46] ppdet.engine INFO: Epoch: [45] [2100/3251] learning_rate: 0.113636 loss_vfl: 0.811599 loss_bbox: 0.295635 loss_dfl: 0.200536 loss: 1.290706 eta: 4 days, 10:40:40 batch_cost: 2.1986 data_cost: 0.0010 ips: 12.7352 images/s [11/15 18:40:31] ppdet.engine INFO: Epoch: [45] [2120/3251] learning_rate: 0.113617 loss_vfl: 0.827176 loss_bbox: 0.260829 loss_dfl: 0.188044 loss: 1.251200 eta: 4 days, 10:39:55 batch_cost: 2.1424 data_cost: 0.0010 ips: 13.0693 images/s [11/15 18:41:18] ppdet.engine INFO: Epoch: [45] [2140/3251] learning_rate: 0.113598 loss_vfl: 0.797723 loss_bbox: 0.298990 loss_dfl: 0.194649 loss: 1.276183 eta: 4 days, 10:39:13 batch_cost: 2.2096 data_cost: 0.0010 ips: 12.6718 images/s [11/15 18:42:04] ppdet.engine INFO: Epoch: [45] [2160/3251] learning_rate: 0.113579 loss_vfl: 0.833028 loss_bbox: 0.293365 loss_dfl: 0.198876 loss: 1.307250 eta: 4 days, 10:38:30 batch_cost: 2.1934 data_cost: 0.0014 ips: 12.7656 images/s [11/15 18:42:50] ppdet.engine INFO: Epoch: [45] [2180/3251] learning_rate: 0.113559 loss_vfl: 0.820881 loss_bbox: 0.290145 loss_dfl: 0.187951 loss: 1.318826 eta: 4 days, 10:37:47 batch_cost: 2.1894 data_cost: 0.0011 ips: 12.7890 images/s [11/15 18:43:36] ppdet.engine INFO: Epoch: [45] [2200/3251] learning_rate: 0.113540 loss_vfl: 0.839387 loss_bbox: 0.277913 loss_dfl: 0.186629 loss: 1.327746 eta: 4 days, 10:37:03 batch_cost: 2.1625 data_cost: 0.0009 ips: 12.9478 images/s [11/15 18:44:24] ppdet.engine INFO: Epoch: [45] [2220/3251] learning_rate: 0.113521 loss_vfl: 0.820904 loss_bbox: 0.291015 loss_dfl: 0.203125 loss: 1.308944 eta: 4 days, 10:36:22 batch_cost: 2.2964 data_cost: 0.0010 ips: 12.1932 images/s [11/15 18:45:12] ppdet.engine INFO: Epoch: [45] [2240/3251] learning_rate: 0.113502 loss_vfl: 0.801142 loss_bbox: 0.302303 loss_dfl: 0.194609 loss: 1.307169 eta: 4 days, 10:35:42 batch_cost: 2.2782 data_cost: 0.0022 ips: 12.2906 images/s [11/15 18:45:59] ppdet.engine INFO: Epoch: [45] [2260/3251] learning_rate: 0.113483 loss_vfl: 0.824493 loss_bbox: 0.290718 loss_dfl: 0.196559 loss: 1.290831 eta: 4 days, 10:34:59 batch_cost: 2.2106 data_cost: 0.0009 ips: 12.6661 images/s [11/15 18:46:46] ppdet.engine INFO: Epoch: [45] [2280/3251] learning_rate: 0.113464 loss_vfl: 0.840346 loss_bbox: 0.266668 loss_dfl: 0.184717 loss: 1.335141 eta: 4 days, 10:34:18 batch_cost: 2.2814 data_cost: 0.0009 ips: 12.2734 images/s [11/15 18:47:34] ppdet.engine INFO: Epoch: [45] [2300/3251] learning_rate: 0.113445 loss_vfl: 0.836306 loss_bbox: 0.255647 loss_dfl: 0.164288 loss: 1.260142 eta: 4 days, 10:33:38 batch_cost: 2.3139 data_cost: 0.0010 ips: 12.1008 images/s [11/15 18:48:21] ppdet.engine INFO: Epoch: [45] [2320/3251] learning_rate: 0.113425 loss_vfl: 0.819349 loss_bbox: 0.271087 loss_dfl: 0.180463 loss: 1.256275 eta: 4 days, 10:32:56 batch_cost: 2.2337 data_cost: 0.0010 ips: 12.5351 images/s [11/15 18:49:09] ppdet.engine INFO: Epoch: [45] [2340/3251] learning_rate: 0.113406 loss_vfl: 0.823804 loss_bbox: 0.291501 loss_dfl: 0.189249 loss: 1.295805 eta: 4 days, 10:32:16 batch_cost: 2.3251 data_cost: 0.0014 ips: 12.0427 images/s [11/15 18:49:57] ppdet.engine INFO: Epoch: [45] [2360/3251] learning_rate: 0.113387 loss_vfl: 0.829503 loss_bbox: 0.259752 loss_dfl: 0.174213 loss: 1.268195 eta: 4 days, 10:31:34 batch_cost: 2.2264 data_cost: 0.0011 ips: 12.5765 images/s [11/15 18:50:43] ppdet.engine INFO: Epoch: [45] [2380/3251] learning_rate: 0.113368 loss_vfl: 0.822221 loss_bbox: 0.260593 loss_dfl: 0.180565 loss: 1.257148 eta: 4 days, 10:30:50 batch_cost: 2.1621 data_cost: 0.0010 ips: 12.9501 images/s [11/15 18:51:30] ppdet.engine INFO: Epoch: [45] [2400/3251] learning_rate: 0.113349 loss_vfl: 0.800825 loss_bbox: 0.304852 loss_dfl: 0.194623 loss: 1.327531 eta: 4 days, 10:30:07 batch_cost: 2.1831 data_cost: 0.0010 ips: 12.8261 images/s [11/15 18:52:15] ppdet.engine INFO: Epoch: [45] [2420/3251] learning_rate: 0.113330 loss_vfl: 0.797341 loss_bbox: 0.264712 loss_dfl: 0.170963 loss: 1.244076 eta: 4 days, 10:29:22 batch_cost: 2.1075 data_cost: 0.0009 ips: 13.2858 images/s [11/15 18:53:02] ppdet.engine INFO: Epoch: [45] [2440/3251] learning_rate: 0.113310 loss_vfl: 0.793878 loss_bbox: 0.291613 loss_dfl: 0.199880 loss: 1.266140 eta: 4 days, 10:28:38 batch_cost: 2.1422 data_cost: 0.0009 ips: 13.0709 images/s [11/15 18:53:47] ppdet.engine INFO: Epoch: [45] [2460/3251] learning_rate: 0.113291 loss_vfl: 0.780461 loss_bbox: 0.261798 loss_dfl: 0.188067 loss: 1.249027 eta: 4 days, 10:27:53 batch_cost: 2.1108 data_cost: 0.0009 ips: 13.2651 images/s [11/15 18:54:32] ppdet.engine INFO: Epoch: [45] [2480/3251] learning_rate: 0.113272 loss_vfl: 0.806600 loss_bbox: 0.302455 loss_dfl: 0.181119 loss: 1.301493 eta: 4 days, 10:27:07 batch_cost: 2.0651 data_cost: 0.0015 ips: 13.5585 images/s [11/15 18:55:22] ppdet.engine INFO: Epoch: [45] [2500/3251] learning_rate: 0.113253 loss_vfl: 0.814551 loss_bbox: 0.295390 loss_dfl: 0.185734 loss: 1.312868 eta: 4 days, 10:26:26 batch_cost: 2.2844 data_cost: 0.0009 ips: 12.2573 images/s [11/15 18:56:10] ppdet.engine INFO: Epoch: [45] [2520/3251] learning_rate: 0.113234 loss_vfl: 0.812171 loss_bbox: 0.279917 loss_dfl: 0.193278 loss: 1.278688 eta: 4 days, 10:25:44 batch_cost: 2.2543 data_cost: 0.0011 ips: 12.4210 images/s [11/15 18:56:57] ppdet.engine INFO: Epoch: [45] [2540/3251] learning_rate: 0.113215 loss_vfl: 0.816853 loss_bbox: 0.277168 loss_dfl: 0.188416 loss: 1.269043 eta: 4 days, 10:25:03 batch_cost: 2.2600 data_cost: 0.0012 ips: 12.3892 images/s [11/15 18:57:43] ppdet.engine INFO: Epoch: [45] [2560/3251] learning_rate: 0.113196 loss_vfl: 0.807446 loss_bbox: 0.281357 loss_dfl: 0.195873 loss: 1.297347 eta: 4 days, 10:24:20 batch_cost: 2.1873 data_cost: 0.0010 ips: 12.8010 images/s [11/15 18:58:29] ppdet.engine INFO: Epoch: [45] [2580/3251] learning_rate: 0.113176 loss_vfl: 0.836142 loss_bbox: 0.264389 loss_dfl: 0.180413 loss: 1.266004 eta: 4 days, 10:23:38 batch_cost: 2.2303 data_cost: 0.0010 ips: 12.5543 images/s [11/15 18:59:16] ppdet.engine INFO: Epoch: [45] [2600/3251] learning_rate: 0.113157 loss_vfl: 0.810149 loss_bbox: 0.283511 loss_dfl: 0.190394 loss: 1.301086 eta: 4 days, 10:22:56 batch_cost: 2.2630 data_cost: 0.0010 ips: 12.3730 images/s [11/15 19:00:03] ppdet.engine INFO: Epoch: [45] [2620/3251] learning_rate: 0.113138 loss_vfl: 0.828690 loss_bbox: 0.303815 loss_dfl: 0.180777 loss: 1.332855 eta: 4 days, 10:22:12 batch_cost: 2.1640 data_cost: 0.0020 ips: 12.9392 images/s [11/15 19:00:49] ppdet.engine INFO: Epoch: [45] [2640/3251] learning_rate: 0.113119 loss_vfl: 0.837214 loss_bbox: 0.243795 loss_dfl: 0.174526 loss: 1.269698 eta: 4 days, 10:21:28 batch_cost: 2.1389 data_cost: 0.0011 ips: 13.0909 images/s [11/15 19:01:36] ppdet.engine INFO: Epoch: [45] [2660/3251] learning_rate: 0.113100 loss_vfl: 0.800660 loss_bbox: 0.258213 loss_dfl: 0.171183 loss: 1.272118 eta: 4 days, 10:20:45 batch_cost: 2.1893 data_cost: 0.0012 ips: 12.7893 images/s [11/15 19:02:24] ppdet.engine INFO: Epoch: [45] [2680/3251] learning_rate: 0.113081 loss_vfl: 0.803697 loss_bbox: 0.279348 loss_dfl: 0.188843 loss: 1.314645 eta: 4 days, 10:20:02 batch_cost: 2.2057 data_cost: 0.0010 ips: 12.6943 images/s [11/15 19:03:09] ppdet.engine INFO: Epoch: [45] [2700/3251] learning_rate: 0.113061 loss_vfl: 0.794814 loss_bbox: 0.268680 loss_dfl: 0.177455 loss: 1.254230 eta: 4 days, 10:19:17 batch_cost: 2.1043 data_cost: 0.0010 ips: 13.3060 images/s [11/15 19:03:55] ppdet.engine INFO: Epoch: [45] [2720/3251] learning_rate: 0.113042 loss_vfl: 0.830217 loss_bbox: 0.293577 loss_dfl: 0.182573 loss: 1.302266 eta: 4 days, 10:18:35 batch_cost: 2.2042 data_cost: 0.0010 ips: 12.7032 images/s [11/15 19:04:41] ppdet.engine INFO: Epoch: [45] [2740/3251] learning_rate: 0.113023 loss_vfl: 0.823252 loss_bbox: 0.256764 loss_dfl: 0.172621 loss: 1.264173 eta: 4 days, 10:17:49 batch_cost: 2.1000 data_cost: 0.0009 ips: 13.3333 images/s [11/15 19:05:28] ppdet.engine INFO: Epoch: [45] [2760/3251] learning_rate: 0.113004 loss_vfl: 0.826793 loss_bbox: 0.303639 loss_dfl: 0.204407 loss: 1.320210 eta: 4 days, 10:17:07 batch_cost: 2.2319 data_cost: 0.0009 ips: 12.5456 images/s [11/15 19:06:15] ppdet.engine INFO: Epoch: [45] [2780/3251] learning_rate: 0.112985 loss_vfl: 0.806931 loss_bbox: 0.286131 loss_dfl: 0.187050 loss: 1.318894 eta: 4 days, 10:16:26 batch_cost: 2.2608 data_cost: 0.0009 ips: 12.3848 images/s [11/15 19:07:04] ppdet.engine INFO: Epoch: [45] [2800/3251] learning_rate: 0.112966 loss_vfl: 0.823182 loss_bbox: 0.281292 loss_dfl: 0.178578 loss: 1.273174 eta: 4 days, 10:15:46 batch_cost: 2.3306 data_cost: 0.0009 ips: 12.0139 images/s [11/15 19:07:50] ppdet.engine INFO: Epoch: [45] [2820/3251] learning_rate: 0.112946 loss_vfl: 0.820883 loss_bbox: 0.301805 loss_dfl: 0.190520 loss: 1.291994 eta: 4 days, 10:15:02 batch_cost: 2.1532 data_cost: 0.0009 ips: 13.0039 images/s [11/15 19:08:34] ppdet.engine INFO: Epoch: [45] [2840/3251] learning_rate: 0.112927 loss_vfl: 0.819332 loss_bbox: 0.275510 loss_dfl: 0.169507 loss: 1.249932 eta: 4 days, 10:14:16 batch_cost: 2.0758 data_cost: 0.0009 ips: 13.4889 images/s [11/15 19:09:21] ppdet.engine INFO: Epoch: [45] [2860/3251] learning_rate: 0.112908 loss_vfl: 0.818408 loss_bbox: 0.330873 loss_dfl: 0.199744 loss: 1.345663 eta: 4 days, 10:13:34 batch_cost: 2.2030 data_cost: 0.0010 ips: 12.7101 images/s [11/15 19:10:09] ppdet.engine INFO: Epoch: [45] [2880/3251] learning_rate: 0.112889 loss_vfl: 0.814355 loss_bbox: 0.275401 loss_dfl: 0.184451 loss: 1.286379 eta: 4 days, 10:12:53 batch_cost: 2.2855 data_cost: 0.0035 ips: 12.2509 images/s [11/15 19:10:55] ppdet.engine INFO: Epoch: [45] [2900/3251] learning_rate: 0.112870 loss_vfl: 0.829871 loss_bbox: 0.262352 loss_dfl: 0.180839 loss: 1.267310 eta: 4 days, 10:12:10 batch_cost: 2.1851 data_cost: 0.0009 ips: 12.8141 images/s [11/15 19:11:42] ppdet.engine INFO: Epoch: [45] [2920/3251] learning_rate: 0.112851 loss_vfl: 0.821559 loss_bbox: 0.272483 loss_dfl: 0.180934 loss: 1.282144 eta: 4 days, 10:11:27 batch_cost: 2.2043 data_cost: 0.0009 ips: 12.7026 images/s [11/15 19:12:29] ppdet.engine INFO: Epoch: [45] [2940/3251] learning_rate: 0.112831 loss_vfl: 0.789509 loss_bbox: 0.289983 loss_dfl: 0.179800 loss: 1.249719 eta: 4 days, 10:10:45 batch_cost: 2.2390 data_cost: 0.0009 ips: 12.5055 images/s [11/15 19:13:15] ppdet.engine INFO: Epoch: [45] [2960/3251] learning_rate: 0.112812 loss_vfl: 0.819894 loss_bbox: 0.255591 loss_dfl: 0.173633 loss: 1.244714 eta: 4 days, 10:10:03 batch_cost: 2.2332 data_cost: 0.0009 ips: 12.5380 images/s [11/15 19:14:00] ppdet.engine INFO: Epoch: [45] [2980/3251] learning_rate: 0.112793 loss_vfl: 0.830859 loss_bbox: 0.301470 loss_dfl: 0.193877 loss: 1.343507 eta: 4 days, 10:09:17 batch_cost: 2.0773 data_cost: 0.0009 ips: 13.4789 images/s [11/15 19:14:48] ppdet.engine INFO: Epoch: [45] [3000/3251] learning_rate: 0.112774 loss_vfl: 0.828653 loss_bbox: 0.285199 loss_dfl: 0.181385 loss: 1.285037 eta: 4 days, 10:08:33 batch_cost: 2.1647 data_cost: 0.0009 ips: 12.9346 images/s [11/15 19:15:32] ppdet.engine INFO: Epoch: [45] [3020/3251] learning_rate: 0.112755 loss_vfl: 0.835175 loss_bbox: 0.309201 loss_dfl: 0.193647 loss: 1.346622 eta: 4 days, 10:07:48 batch_cost: 2.0816 data_cost: 0.0009 ips: 13.4509 images/s [11/15 19:16:18] ppdet.engine INFO: Epoch: [45] [3040/3251] learning_rate: 0.112736 loss_vfl: 0.808300 loss_bbox: 0.317090 loss_dfl: 0.196028 loss: 1.327610 eta: 4 days, 10:07:06 batch_cost: 2.2322 data_cost: 0.0009 ips: 12.5437 images/s [11/15 19:17:05] ppdet.engine INFO: Epoch: [45] [3060/3251] learning_rate: 0.112716 loss_vfl: 0.830291 loss_bbox: 0.305538 loss_dfl: 0.198256 loss: 1.338733 eta: 4 days, 10:06:23 batch_cost: 2.2208 data_cost: 0.0010 ips: 12.6080 images/s [11/15 19:17:52] ppdet.engine INFO: Epoch: [45] [3080/3251] learning_rate: 0.112697 loss_vfl: 0.809968 loss_bbox: 0.250138 loss_dfl: 0.154779 loss: 1.245759 eta: 4 days, 10:05:42 batch_cost: 2.2445 data_cost: 0.0010 ips: 12.4751 images/s [11/15 19:18:37] ppdet.engine INFO: Epoch: [45] [3100/3251] learning_rate: 0.112678 loss_vfl: 0.818732 loss_bbox: 0.266165 loss_dfl: 0.187411 loss: 1.272111 eta: 4 days, 10:04:57 batch_cost: 2.1351 data_cost: 0.0011 ips: 13.1139 images/s [11/15 19:19:25] ppdet.engine INFO: Epoch: [45] [3120/3251] learning_rate: 0.112659 loss_vfl: 0.798828 loss_bbox: 0.296634 loss_dfl: 0.195397 loss: 1.337984 eta: 4 days, 10:04:16 batch_cost: 2.2525 data_cost: 0.0010 ips: 12.4304 images/s [11/15 19:20:11] ppdet.engine INFO: Epoch: [45] [3140/3251] learning_rate: 0.112640 loss_vfl: 0.788978 loss_bbox: 0.284487 loss_dfl: 0.184520 loss: 1.242278 eta: 4 days, 10:03:31 batch_cost: 2.1348 data_cost: 0.0009 ips: 13.1160 images/s [11/15 19:20:59] ppdet.engine INFO: Epoch: [45] [3160/3251] learning_rate: 0.112621 loss_vfl: 0.820383 loss_bbox: 0.292840 loss_dfl: 0.193779 loss: 1.292182 eta: 4 days, 10:02:50 batch_cost: 2.2931 data_cost: 0.0009 ips: 12.2106 images/s [11/15 19:21:47] ppdet.engine INFO: Epoch: [45] [3180/3251] learning_rate: 0.112601 loss_vfl: 0.826278 loss_bbox: 0.319002 loss_dfl: 0.203527 loss: 1.313156 eta: 4 days, 10:02:10 batch_cost: 2.2830 data_cost: 0.0009 ips: 12.2647 images/s [11/15 19:22:32] ppdet.engine INFO: Epoch: [45] [3200/3251] learning_rate: 0.112582 loss_vfl: 0.807681 loss_bbox: 0.268446 loss_dfl: 0.194948 loss: 1.279382 eta: 4 days, 10:01:25 batch_cost: 2.1096 data_cost: 0.0009 ips: 13.2728 images/s [11/15 19:23:18] ppdet.engine INFO: Epoch: [45] [3220/3251] learning_rate: 0.112563 loss_vfl: 0.820042 loss_bbox: 0.305677 loss_dfl: 0.193786 loss: 1.338766 eta: 4 days, 10:00:42 batch_cost: 2.2227 data_cost: 0.0017 ips: 12.5974 images/s [11/15 19:24:04] ppdet.engine INFO: Epoch: [45] [3240/3251] learning_rate: 0.112544 loss_vfl: 0.818150 loss_bbox: 0.295879 loss_dfl: 0.190546 loss: 1.342039 eta: 4 days, 10:00:00 batch_cost: 2.2051 data_cost: 0.0013 ips: 12.6977 images/s [11/15 19:24:27] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_lcnet_2_5x_640_mainbody [11/15 19:24:28] ppdet.engine INFO: Eval iter: 0 [11/15 19:25:17] ppdet.engine INFO: Eval iter: 100 [11/15 19:25:43] ppdet.engine INFO: Eval iter: 200 [11/15 19:26:10] ppdet.engine INFO: Eval iter: 300 [11/15 19:26:36] ppdet.engine INFO: Eval iter: 400 [11/15 19:27:03] ppdet.engine INFO: Eval iter: 500 [11/15 19:27:30] ppdet.engine INFO: Eval iter: 600 [11/15 19:27:57] ppdet.engine INFO: Eval iter: 700 [11/15 19:28:25] ppdet.engine INFO: Eval iter: 800 [11/15 19:28:53] ppdet.engine INFO: Eval iter: 900 [11/15 19:29:21] ppdet.engine INFO: Eval iter: 1000 [11/15 19:29:48] ppdet.engine INFO: Eval iter: 1100 [11/15 19:30:15] ppdet.engine INFO: Eval iter: 1200 [11/15 19:30:41] ppdet.engine INFO: Eval iter: 1300 [11/15 19:31:08] ppdet.engine INFO: Eval iter: 1400 [11/15 19:31:34] ppdet.engine INFO: Eval iter: 1500 [11/15 19:32:01] ppdet.engine INFO: Eval iter: 1600 [11/15 19:32:29] ppdet.engine INFO: Eval iter: 1700 [11/15 19:32:56] ppdet.engine INFO: Eval iter: 1800 [11/15 19:33:23] ppdet.engine INFO: Eval iter: 1900 [11/15 19:33:50] ppdet.engine INFO: Eval iter: 2000 [11/15 19:34:18] ppdet.engine INFO: Eval iter: 2100 [11/15 19:34:45] ppdet.engine INFO: Eval iter: 2200 [11/15 19:35:13] ppdet.engine INFO: Eval iter: 2300 [11/15 19:36:11] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json. loading annotations into memory... Done (t=2.16s) creating index... index created! [11/15 19:36:13] ppdet.metrics.coco_utils INFO: Start evaluate... Loading and preparing results... DONE (t=15.67s) creating index... index created! Running per image evaluation... Evaluate annotation type *bbox* DONE (t=374.58s). Accumulating evaluation results... DONE (t=29.33s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.411 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.616 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.438 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.211 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.441 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.554 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.083 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.397 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.602 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.353 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 ] = 0.770 [11/15 19:43:16] ppdet.engine INFO: Total sample number: 19074, averge FPS: 28.47642177973165 [11/15 19:43:16] ppdet.engine INFO: Best test bbox ap is 0.411. [11/15 19:43:17] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_lcnet_2_5x_640_mainbody [11/15 19:43:19] ppdet.engine INFO: Epoch: [46] [ 0/3251] learning_rate: 0.112533 loss_vfl: 0.826131 loss_bbox: 0.293386 loss_dfl: 0.189318 loss: 1.315043 eta: 4 days, 9:59:25 batch_cost: 1.7058 data_cost: 0.0012 ips: 16.4145 images/s [11/15 19:44:05] ppdet.engine INFO: Epoch: [46] [ 20/3251] learning_rate: 0.112514 loss_vfl: 0.811572 loss_bbox: 0.337722 loss_dfl: 0.207118 loss: 1.378511 eta: 4 days, 9:58:40 batch_cost: 2.1243 data_cost: 0.0011 ips: 13.1808 images/s [11/15 19:44:53] ppdet.engine INFO: Epoch: [46] [ 40/3251] learning_rate: 0.112495 loss_vfl: 0.797418 loss_bbox: 0.281420 loss_dfl: 0.186891 loss: 1.269541 eta: 4 days, 9:58:00 batch_cost: 2.3302 data_cost: 0.0010 ips: 12.0159 images/s [11/15 19:45:41] ppdet.engine INFO: Epoch: [46] [ 60/3251] learning_rate: 0.112476 loss_vfl: 0.823341 loss_bbox: 0.283253 loss_dfl: 0.186889 loss: 1.307321 eta: 4 days, 9:57:19 batch_cost: 2.2864 data_cost: 0.0010 ips: 12.2464 images/s [11/15 19:46:29] ppdet.engine INFO: Epoch: [46] [ 80/3251] learning_rate: 0.112457 loss_vfl: 0.819082 loss_bbox: 0.273988 loss_dfl: 0.183242 loss: 1.259951 eta: 4 days, 9:56:38 batch_cost: 2.2668 data_cost: 0.0010 ips: 12.3523 images/s [11/15 19:47:16] ppdet.engine INFO: Epoch: [46] [ 100/3251] learning_rate: 0.112437 loss_vfl: 0.817815 loss_bbox: 0.305181 loss_dfl: 0.194741 loss: 1.291029 eta: 4 days, 9:55:55 batch_cost: 2.2026 data_cost: 0.0009 ips: 12.7122 images/s [11/15 19:48:04] ppdet.engine INFO: Epoch: [46] [ 120/3251] learning_rate: 0.112418 loss_vfl: 0.827726 loss_bbox: 0.292512 loss_dfl: 0.192540 loss: 1.322776 eta: 4 days, 9:55:14 batch_cost: 2.2618 data_cost: 0.0011 ips: 12.3796 images/s [11/15 19:48:49] ppdet.engine INFO: Epoch: [46] [ 140/3251] learning_rate: 0.112399 loss_vfl: 0.819429 loss_bbox: 0.264334 loss_dfl: 0.180790 loss: 1.266483 eta: 4 days, 9:54:28 batch_cost: 2.0671 data_cost: 0.0010 ips: 13.5453 images/s [11/15 19:49:35] ppdet.engine INFO: Epoch: [46] [ 160/3251] learning_rate: 0.112380 loss_vfl: 0.808116 loss_bbox: 0.289762 loss_dfl: 0.179114 loss: 1.281915 eta: 4 days, 9:53:43 batch_cost: 2.0995 data_cost: 0.0009 ips: 13.3364 images/s [11/15 19:50:22] ppdet.engine INFO: Epoch: [46] [ 180/3251] learning_rate: 0.112361 loss_vfl: 0.832234 loss_bbox: 0.267992 loss_dfl: 0.175614 loss: 1.243910 eta: 4 days, 9:53:01 batch_cost: 2.2550 data_cost: 0.0011 ips: 12.4167 images/s [11/15 19:51:09] ppdet.engine INFO: Epoch: [46] [ 200/3251] learning_rate: 0.112342 loss_vfl: 0.789765 loss_bbox: 0.278997 loss_dfl: 0.201028 loss: 1.276410 eta: 4 days, 9:52:19 batch_cost: 2.2387 data_cost: 0.0010 ips: 12.5072 images/s [11/15 19:51:55] ppdet.engine INFO: Epoch: [46] [ 220/3251] learning_rate: 0.112322 loss_vfl: 0.815454 loss_bbox: 0.276947 loss_dfl: 0.184050 loss: 1.283110 eta: 4 days, 9:51:36 batch_cost: 2.1966 data_cost: 0.0021 ips: 12.7473 images/s [11/15 19:52:40] ppdet.engine INFO: Epoch: [46] [ 240/3251] learning_rate: 0.112303 loss_vfl: 0.796989 loss_bbox: 0.254597 loss_dfl: 0.177458 loss: 1.269433 eta: 4 days, 9:50:53 batch_cost: 2.1753 data_cost: 0.0010 ips: 12.8721 images/s [11/15 19:53:27] ppdet.engine INFO: Epoch: [46] [ 260/3251] learning_rate: 0.112284 loss_vfl: 0.788386 loss_bbox: 0.269985 loss_dfl: 0.183658 loss: 1.251786 eta: 4 days, 9:50:11 batch_cost: 2.2389 data_cost: 0.0009 ips: 12.5063 images/s [11/15 19:54:12] ppdet.engine INFO: Epoch: [46] [ 280/3251] learning_rate: 0.112265 loss_vfl: 0.795350 loss_bbox: 0.280391 loss_dfl: 0.194706 loss: 1.259376 eta: 4 days, 9:49:27 batch_cost: 2.1374 data_cost: 0.0010 ips: 13.0997 images/s [11/15 19:54:58] ppdet.engine INFO: Epoch: [46] [ 300/3251] learning_rate: 0.112246 loss_vfl: 0.817804 loss_bbox: 0.276993 loss_dfl: 0.179674 loss: 1.284762 eta: 4 days, 9:48:42 batch_cost: 2.1269 data_cost: 0.0010 ips: 13.1646 images/s [11/15 19:55:43] ppdet.engine INFO: Epoch: [46] [ 320/3251] learning_rate: 0.112226 loss_vfl: 0.825846 loss_bbox: 0.341053 loss_dfl: 0.212122 loss: 1.388523 eta: 4 days, 9:47:57 batch_cost: 2.1039 data_cost: 0.0009 ips: 13.3088 images/s [11/15 19:56:29] ppdet.engine INFO: Epoch: [46] [ 340/3251] learning_rate: 0.112207 loss_vfl: 0.813738 loss_bbox: 0.308422 loss_dfl: 0.189957 loss: 1.329787 eta: 4 days, 9:47:11 batch_cost: 2.0883 data_cost: 0.0014 ips: 13.4079 images/s [11/15 19:57:14] ppdet.engine INFO: Epoch: [46] [ 360/3251] learning_rate: 0.112188 loss_vfl: 0.807903 loss_bbox: 0.262713 loss_dfl: 0.175595 loss: 1.250473 eta: 4 days, 9:46:26 batch_cost: 2.0851 data_cost: 0.0011 ips: 13.4289 images/s [11/15 19:58:02] ppdet.engine INFO: Epoch: [46] [ 380/3251] learning_rate: 0.112169 loss_vfl: 0.825800 loss_bbox: 0.284729 loss_dfl: 0.190545 loss: 1.302824 eta: 4 days, 9:45:44 batch_cost: 2.2603 data_cost: 0.0015 ips: 12.3878 images/s [11/15 19:58:50] ppdet.engine INFO: Epoch: [46] [ 400/3251] learning_rate: 0.112150 loss_vfl: 0.800127 loss_bbox: 0.294217 loss_dfl: 0.204541 loss: 1.302650 eta: 4 days, 9:45:04 batch_cost: 2.2834 data_cost: 0.0014 ips: 12.2622 images/s [11/15 19:59:36] ppdet.engine INFO: Epoch: [46] [ 420/3251] learning_rate: 0.112131 loss_vfl: 0.814895 loss_bbox: 0.297040 loss_dfl: 0.205981 loss: 1.322708 eta: 4 days, 9:44:19 batch_cost: 2.1476 data_cost: 0.0010 ips: 13.0375 images/s [11/15 20:00:22] ppdet.engine INFO: Epoch: [46] [ 440/3251] learning_rate: 0.112111 loss_vfl: 0.813204 loss_bbox: 0.275377 loss_dfl: 0.182398 loss: 1.263741 eta: 4 days, 9:43:37 batch_cost: 2.2269 data_cost: 0.0023 ips: 12.5733 images/s [11/15 20:01:10] ppdet.engine INFO: Epoch: [46] [ 460/3251] learning_rate: 0.112092 loss_vfl: 0.834324 loss_bbox: 0.233577 loss_dfl: 0.159751 loss: 1.216539 eta: 4 days, 9:42:56 batch_cost: 2.2496 data_cost: 0.0015 ips: 12.4469 images/s [11/15 20:01:57] ppdet.engine INFO: Epoch: [46] [ 480/3251] learning_rate: 0.112073 loss_vfl: 0.818128 loss_bbox: 0.304390 loss_dfl: 0.200740 loss: 1.320758 eta: 4 days, 9:42:14 batch_cost: 2.2751 data_cost: 0.0011 ips: 12.3069 images/s [11/15 20:02:42] ppdet.engine INFO: Epoch: [46] [ 500/3251] learning_rate: 0.112054 loss_vfl: 0.808594 loss_bbox: 0.281089 loss_dfl: 0.174741 loss: 1.294854 eta: 4 days, 9:41:30 batch_cost: 2.1145 data_cost: 0.0009 ips: 13.2417 images/s [11/15 20:03:28] ppdet.engine INFO: Epoch: [46] [ 520/3251] learning_rate: 0.112035 loss_vfl: 0.833617 loss_bbox: 0.280097 loss_dfl: 0.184282 loss: 1.276052 eta: 4 days, 9:40:47 batch_cost: 2.2254 data_cost: 0.0010 ips: 12.5822 images/s [11/15 20:04:13] ppdet.engine INFO: Epoch: [46] [ 540/3251] learning_rate: 0.112015 loss_vfl: 0.802471 loss_bbox: 0.257971 loss_dfl: 0.177857 loss: 1.257840 eta: 4 days, 9:40:03 batch_cost: 2.1529 data_cost: 0.0016 ips: 13.0055 images/s [11/15 20:04:59] ppdet.engine INFO: Epoch: [46] [ 560/3251] learning_rate: 0.111996 loss_vfl: 0.812749 loss_bbox: 0.305953 loss_dfl: 0.202090 loss: 1.295726 eta: 4 days, 9:39:18 batch_cost: 2.0805 data_cost: 0.0009 ips: 13.4581 images/s [11/15 20:05:46] ppdet.engine INFO: Epoch: [46] [ 580/3251] learning_rate: 0.111977 loss_vfl: 0.806074 loss_bbox: 0.282494 loss_dfl: 0.190099 loss: 1.286300 eta: 4 days, 9:38:35 batch_cost: 2.1991 data_cost: 0.0011 ips: 12.7327 images/s [11/15 20:06:31] ppdet.engine INFO: Epoch: [46] [ 600/3251] learning_rate: 0.111958 loss_vfl: 0.824741 loss_bbox: 0.292848 loss_dfl: 0.185199 loss: 1.310584 eta: 4 days, 9:37:50 batch_cost: 2.1319 data_cost: 0.0009 ips: 13.1336 images/s [11/15 20:07:17] ppdet.engine INFO: Epoch: [46] [ 620/3251] learning_rate: 0.111939 loss_vfl: 0.814114 loss_bbox: 0.288683 loss_dfl: 0.193480 loss: 1.283624 eta: 4 days, 9:37:07 batch_cost: 2.1950 data_cost: 0.0010 ips: 12.7564 images/s [11/15 20:08:05] ppdet.engine INFO: Epoch: [46] [ 640/3251] learning_rate: 0.111920 loss_vfl: 0.815099 loss_bbox: 0.284066 loss_dfl: 0.202499 loss: 1.293478 eta: 4 days, 9:36:24 batch_cost: 2.1837 data_cost: 0.0021 ips: 12.8222 images/s [11/15 20:08:50] ppdet.engine INFO: Epoch: [46] [ 660/3251] learning_rate: 0.111900 loss_vfl: 0.819424 loss_bbox: 0.289584 loss_dfl: 0.184795 loss: 1.281556 eta: 4 days, 9:35:41 batch_cost: 2.1795 data_cost: 0.0010 ips: 12.8471 images/s [11/15 20:09:39] ppdet.engine INFO: Epoch: [46] [ 680/3251] learning_rate: 0.111881 loss_vfl: 0.781828 loss_bbox: 0.244099 loss_dfl: 0.169004 loss: 1.214957 eta: 4 days, 9:35:00 batch_cost: 2.2729 data_cost: 0.0010 ips: 12.3190 images/s [11/15 20:10:25] ppdet.engine INFO: Epoch: [46] [ 700/3251] learning_rate: 0.111862 loss_vfl: 0.806960 loss_bbox: 0.284320 loss_dfl: 0.180848 loss: 1.306183 eta: 4 days, 9:34:16 batch_cost: 2.1612 data_cost: 0.0014 ips: 12.9558 images/s [11/15 20:11:11] ppdet.engine INFO: Epoch: [46] [ 720/3251] learning_rate: 0.111843 loss_vfl: 0.806195 loss_bbox: 0.292056 loss_dfl: 0.185142 loss: 1.281322 eta: 4 days, 9:33:33 batch_cost: 2.2106 data_cost: 0.0015 ips: 12.6665 images/s [11/15 20:11:59] ppdet.engine INFO: Epoch: [46] [ 740/3251] learning_rate: 0.111824 loss_vfl: 0.809926 loss_bbox: 0.266727 loss_dfl: 0.186590 loss: 1.261832 eta: 4 days, 9:32:52 batch_cost: 2.2627 data_cost: 0.0010 ips: 12.3745 images/s [11/15 20:12:46] ppdet.engine INFO: Epoch: [46] [ 760/3251] learning_rate: 0.111804 loss_vfl: 0.799544 loss_bbox: 0.310268 loss_dfl: 0.199858 loss: 1.296372 eta: 4 days, 9:32:11 batch_cost: 2.2654 data_cost: 0.0020 ips: 12.3599 images/s [11/15 20:13:33] ppdet.engine INFO: Epoch: [46] [ 780/3251] learning_rate: 0.111785 loss_vfl: 0.806427 loss_bbox: 0.272038 loss_dfl: 0.185434 loss: 1.271708 eta: 4 days, 9:31:28 batch_cost: 2.1956 data_cost: 0.0009 ips: 12.7526 images/s [11/15 20:14:19] ppdet.engine INFO: Epoch: [46] [ 800/3251] learning_rate: 0.111766 loss_vfl: 0.799007 loss_bbox: 0.297649 loss_dfl: 0.197561 loss: 1.295486 eta: 4 days, 9:30:44 batch_cost: 2.1556 data_cost: 0.0009 ips: 12.9896 images/s [11/15 20:15:05] ppdet.engine INFO: Epoch: [46] [ 820/3251] learning_rate: 0.111747 loss_vfl: 0.799856 loss_bbox: 0.297766 loss_dfl: 0.195426 loss: 1.299000 eta: 4 days, 9:30:01 batch_cost: 2.1901 data_cost: 0.0009 ips: 12.7846 images/s [11/15 20:15:52] ppdet.engine INFO: Epoch: [46] [ 840/3251] learning_rate: 0.111728 loss_vfl: 0.817957 loss_bbox: 0.262955 loss_dfl: 0.180807 loss: 1.303660 eta: 4 days, 9:29:17 batch_cost: 2.1866 data_cost: 0.0009 ips: 12.8052 images/s [11/15 20:16:37] ppdet.engine INFO: Epoch: [46] [ 860/3251] learning_rate: 0.111708 loss_vfl: 0.812260 loss_bbox: 0.281814 loss_dfl: 0.182124 loss: 1.275213 eta: 4 days, 9:28:34 batch_cost: 2.1517 data_cost: 0.0010 ips: 13.0131 images/s [11/15 20:17:23] ppdet.engine INFO: Epoch: [46] [ 880/3251] learning_rate: 0.111689 loss_vfl: 0.808984 loss_bbox: 0.271729 loss_dfl: 0.179418 loss: 1.269581 eta: 4 days, 9:27:49 batch_cost: 2.1239 data_cost: 0.0009 ips: 13.1831 images/s [11/15 20:18:09] ppdet.engine INFO: Epoch: [46] [ 900/3251] learning_rate: 0.111670 loss_vfl: 0.810221 loss_bbox: 0.256603 loss_dfl: 0.166492 loss: 1.256383 eta: 4 days, 9:27:06 batch_cost: 2.1946 data_cost: 0.0020 ips: 12.7583 images/s [11/15 20:18:55] ppdet.engine INFO: Epoch: [46] [ 920/3251] learning_rate: 0.111651 loss_vfl: 0.830395 loss_bbox: 0.304654 loss_dfl: 0.188579 loss: 1.301980 eta: 4 days, 9:26:22 batch_cost: 2.1570 data_cost: 0.0014 ips: 12.9812 images/s [11/15 20:19:42] ppdet.engine INFO: Epoch: [46] [ 940/3251] learning_rate: 0.111632 loss_vfl: 0.823036 loss_bbox: 0.295983 loss_dfl: 0.189021 loss: 1.319251 eta: 4 days, 9:25:39 batch_cost: 2.1704 data_cost: 0.0009 ips: 12.9007 images/s [11/15 20:20:29] ppdet.engine INFO: Epoch: [46] [ 960/3251] learning_rate: 0.111612 loss_vfl: 0.794603 loss_bbox: 0.275168 loss_dfl: 0.188713 loss: 1.248624 eta: 4 days, 9:24:57 batch_cost: 2.2522 data_cost: 0.0009 ips: 12.4323 images/s [11/15 20:21:15] ppdet.engine INFO: Epoch: [46] [ 980/3251] learning_rate: 0.111593 loss_vfl: 0.808127 loss_bbox: 0.286849 loss_dfl: 0.200086 loss: 1.318416 eta: 4 days, 9:24:13 batch_cost: 2.1687 data_cost: 0.0010 ips: 12.9111 images/s [11/15 20:22:01] ppdet.engine INFO: Epoch: [46] [1000/3251] learning_rate: 0.111574 loss_vfl: 0.816075 loss_bbox: 0.296070 loss_dfl: 0.190726 loss: 1.301940 eta: 4 days, 9:23:30 batch_cost: 2.1905 data_cost: 0.0009 ips: 12.7828 images/s [11/15 20:22:47] ppdet.engine INFO: Epoch: [46] [1020/3251] learning_rate: 0.111555 loss_vfl: 0.807019 loss_bbox: 0.289416 loss_dfl: 0.192443 loss: 1.289288 eta: 4 days, 9:22:48 batch_cost: 2.2173 data_cost: 0.0009 ips: 12.6278 images/s [11/15 20:23:32] ppdet.engine INFO: Epoch: [46] [1040/3251] learning_rate: 0.111536 loss_vfl: 0.810992 loss_bbox: 0.279575 loss_dfl: 0.186358 loss: 1.272969 eta: 4 days, 9:22:04 batch_cost: 2.1479 data_cost: 0.0009 ips: 13.0357 images/s [11/15 20:24:18] ppdet.engine INFO: Epoch: [46] [1060/3251] learning_rate: 0.111516 loss_vfl: 0.795906 loss_bbox: 0.299003 loss_dfl: 0.190209 loss: 1.300933 eta: 4 days, 9:21:21 batch_cost: 2.1991 data_cost: 0.0009 ips: 12.7325 images/s [11/15 20:25:04] ppdet.engine INFO: Epoch: [46] [1080/3251] learning_rate: 0.111497 loss_vfl: 0.794049 loss_bbox: 0.287685 loss_dfl: 0.181826 loss: 1.261082 eta: 4 days, 9:20:38 batch_cost: 2.1872 data_cost: 0.0016 ips: 12.8016 images/s [11/15 20:25:51] ppdet.engine INFO: Epoch: [46] [1100/3251] learning_rate: 0.111478 loss_vfl: 0.826991 loss_bbox: 0.272670 loss_dfl: 0.184686 loss: 1.300116 eta: 4 days, 9:19:53 batch_cost: 2.1175 data_cost: 0.0011 ips: 13.2229 images/s [11/15 20:26:37] ppdet.engine INFO: Epoch: [46] [1120/3251] learning_rate: 0.111459 loss_vfl: 0.803090 loss_bbox: 0.294066 loss_dfl: 0.190772 loss: 1.292452 eta: 4 days, 9:19:09 batch_cost: 2.1737 data_cost: 0.0010 ips: 12.8815 images/s [11/15 20:27:24] ppdet.engine INFO: Epoch: [46] [1140/3251] learning_rate: 0.111440 loss_vfl: 0.799980 loss_bbox: 0.269949 loss_dfl: 0.182151 loss: 1.256502 eta: 4 days, 9:18:27 batch_cost: 2.2201 data_cost: 0.0016 ips: 12.6119 images/s [11/15 20:28:09] ppdet.engine INFO: Epoch: [46] [1160/3251] learning_rate: 0.111420 loss_vfl: 0.813411 loss_bbox: 0.274422 loss_dfl: 0.181853 loss: 1.254002 eta: 4 days, 9:17:41 batch_cost: 2.0584 data_cost: 0.0009 ips: 13.6028 images/s [11/15 20:28:55] ppdet.engine INFO: Epoch: [46] [1180/3251] learning_rate: 0.111401 loss_vfl: 0.796925 loss_bbox: 0.286847 loss_dfl: 0.192438 loss: 1.259320 eta: 4 days, 9:16:56 batch_cost: 2.1259 data_cost: 0.0010 ips: 13.1711 images/s [11/15 20:29:41] ppdet.engine INFO: Epoch: [46] [1200/3251] learning_rate: 0.111382 loss_vfl: 0.821768 loss_bbox: 0.281902 loss_dfl: 0.192754 loss: 1.310271 eta: 4 days, 9:16:12 batch_cost: 2.1572 data_cost: 0.0010 ips: 12.9800 images/s [11/15 20:30:27] ppdet.engine INFO: Epoch: [46] [1220/3251] learning_rate: 0.111363 loss_vfl: 0.816578 loss_bbox: 0.262253 loss_dfl: 0.181506 loss: 1.291567 eta: 4 days, 9:15:28 batch_cost: 2.1345 data_cost: 0.0012 ips: 13.1176 images/s [11/15 20:31:10] ppdet.engine INFO: Epoch: [46] [1240/3251] learning_rate: 0.111344 loss_vfl: 0.819681 loss_bbox: 0.275515 loss_dfl: 0.181688 loss: 1.260383 eta: 4 days, 9:14:42 batch_cost: 2.0474 data_cost: 0.0010 ips: 13.6761 images/s [11/15 20:31:55] ppdet.engine INFO: Epoch: [46] [1260/3251] learning_rate: 0.111324 loss_vfl: 0.816599 loss_bbox: 0.278618 loss_dfl: 0.189639 loss: 1.296175 eta: 4 days, 9:13:57 batch_cost: 2.1024 data_cost: 0.0010 ips: 13.3178 images/s [11/15 20:32:43] ppdet.engine INFO: Epoch: [46] [1280/3251] learning_rate: 0.111305 loss_vfl: 0.810700 loss_bbox: 0.306955 loss_dfl: 0.204554 loss: 1.325555 eta: 4 days, 9:13:15 batch_cost: 2.2639 data_cost: 0.0013 ips: 12.3680 images/s [11/15 20:33:29] ppdet.engine INFO: Epoch: [46] [1300/3251] learning_rate: 0.111286 loss_vfl: 0.792435 loss_bbox: 0.303299 loss_dfl: 0.193997 loss: 1.296454 eta: 4 days, 9:12:32 batch_cost: 2.2065 data_cost: 0.0016 ips: 12.6896 images/s [11/15 20:34:15] ppdet.engine INFO: Epoch: [46] [1320/3251] learning_rate: 0.111267 loss_vfl: 0.810118 loss_bbox: 0.278463 loss_dfl: 0.176743 loss: 1.288786 eta: 4 days, 9:11:50 batch_cost: 2.2078 data_cost: 0.0009 ips: 12.6822 images/s [11/15 20:35:01] ppdet.engine INFO: Epoch: [46] [1340/3251] learning_rate: 0.111248 loss_vfl: 0.821063 loss_bbox: 0.274266 loss_dfl: 0.186854 loss: 1.294803 eta: 4 days, 9:11:06 batch_cost: 2.1717 data_cost: 0.0016 ips: 12.8930 images/s [11/15 20:35:48] ppdet.engine INFO: Epoch: [46] [1360/3251] learning_rate: 0.111228 loss_vfl: 0.814365 loss_bbox: 0.263180 loss_dfl: 0.167144 loss: 1.282784 eta: 4 days, 9:10:24 batch_cost: 2.2389 data_cost: 0.0010 ips: 12.5063 images/s [11/15 20:36:33] ppdet.engine INFO: Epoch: [46] [1380/3251] learning_rate: 0.111209 loss_vfl: 0.807564 loss_bbox: 0.334330 loss_dfl: 0.205388 loss: 1.320777 eta: 4 days, 9:09:38 batch_cost: 2.0713 data_cost: 0.0009 ips: 13.5180 images/s [11/15 20:37:20] ppdet.engine INFO: Epoch: [46] [1400/3251] learning_rate: 0.111190 loss_vfl: 0.812696 loss_bbox: 0.288701 loss_dfl: 0.208099 loss: 1.328257 eta: 4 days, 9:08:57 batch_cost: 2.2547 data_cost: 0.0009 ips: 12.4183 images/s [11/15 20:38:07] ppdet.engine INFO: Epoch: [46] [1420/3251] learning_rate: 0.111171 loss_vfl: 0.817227 loss_bbox: 0.268363 loss_dfl: 0.178859 loss: 1.308489 eta: 4 days, 9:08:14 batch_cost: 2.1921 data_cost: 0.0011 ips: 12.7729 images/s [11/15 20:38:56] ppdet.engine INFO: Epoch: [46] [1440/3251] learning_rate: 0.111152 loss_vfl: 0.819393 loss_bbox: 0.265937 loss_dfl: 0.185410 loss: 1.312063 eta: 4 days, 9:07:33 batch_cost: 2.2695 data_cost: 0.0013 ips: 12.3376 images/s [11/15 20:39:42] ppdet.engine INFO: Epoch: [46] [1460/3251] learning_rate: 0.111132 loss_vfl: 0.811531 loss_bbox: 0.277286 loss_dfl: 0.185365 loss: 1.277919 eta: 4 days, 9:06:50 batch_cost: 2.2073 data_cost: 0.0010 ips: 12.6850 images/s [11/15 20:40:28] ppdet.engine INFO: Epoch: [46] [1480/3251] learning_rate: 0.111113 loss_vfl: 0.819168 loss_bbox: 0.263460 loss_dfl: 0.179501 loss: 1.314505 eta: 4 days, 9:06:06 batch_cost: 2.1457 data_cost: 0.0009 ips: 13.0492 images/s [11/15 20:41:15] ppdet.engine INFO: Epoch: [46] [1500/3251] learning_rate: 0.111094 loss_vfl: 0.817533 loss_bbox: 0.292261 loss_dfl: 0.188364 loss: 1.286561 eta: 4 days, 9:05:22 batch_cost: 2.1458 data_cost: 0.0009 ips: 13.0486 images/s [11/15 20:42:02] ppdet.engine INFO: Epoch: [46] [1520/3251] learning_rate: 0.111075 loss_vfl: 0.799820 loss_bbox: 0.278434 loss_dfl: 0.197885 loss: 1.266900 eta: 4 days, 9:04:37 batch_cost: 2.1299 data_cost: 0.0011 ips: 13.1462 images/s [11/15 20:42:49] ppdet.engine INFO: Epoch: [46] [1540/3251] learning_rate: 0.111056 loss_vfl: 0.807080 loss_bbox: 0.294674 loss_dfl: 0.191795 loss: 1.277320 eta: 4 days, 9:03:56 batch_cost: 2.2695 data_cost: 0.0014 ips: 12.3377 images/s [11/15 20:43:35] ppdet.engine INFO: Epoch: [46] [1560/3251] learning_rate: 0.111036 loss_vfl: 0.825592 loss_bbox: 0.315944 loss_dfl: 0.210863 loss: 1.336035 eta: 4 days, 9:03:12 batch_cost: 2.1530 data_cost: 0.0011 ips: 13.0052 images/s [11/15 20:44:23] ppdet.engine INFO: Epoch: [46] [1580/3251] learning_rate: 0.111017 loss_vfl: 0.811343 loss_bbox: 0.278214 loss_dfl: 0.187393 loss: 1.295032 eta: 4 days, 9:02:31 batch_cost: 2.2654 data_cost: 0.0010 ips: 12.3601 images/s [11/15 20:45:11] ppdet.engine INFO: Epoch: [46] [1600/3251] learning_rate: 0.110998 loss_vfl: 0.834456 loss_bbox: 0.265357 loss_dfl: 0.172976 loss: 1.245541 eta: 4 days, 9:01:49 batch_cost: 2.2372 data_cost: 0.0010 ips: 12.5157 images/s [11/15 20:45:57] ppdet.engine INFO: Epoch: [46] [1620/3251] learning_rate: 0.110979 loss_vfl: 0.796681 loss_bbox: 0.297237 loss_dfl: 0.188172 loss: 1.298815 eta: 4 days, 9:01:05 batch_cost: 2.1673 data_cost: 0.0011 ips: 12.9196 images/s [11/15 20:46:43] ppdet.engine INFO: Epoch: [46] [1640/3251] learning_rate: 0.110960 loss_vfl: 0.823732 loss_bbox: 0.273388 loss_dfl: 0.186689 loss: 1.299708 eta: 4 days, 9:00:20 batch_cost: 2.1064 data_cost: 0.0010 ips: 13.2929 images/s [11/15 20:47:28] ppdet.engine INFO: Epoch: [46] [1660/3251] learning_rate: 0.110940 loss_vfl: 0.821906 loss_bbox: 0.304368 loss_dfl: 0.205304 loss: 1.298125 eta: 4 days, 8:59:35 batch_cost: 2.1289 data_cost: 0.0010 ips: 13.1521 images/s [11/15 20:48:15] ppdet.engine INFO: Epoch: [46] [1680/3251] learning_rate: 0.110921 loss_vfl: 0.799677 loss_bbox: 0.301596 loss_dfl: 0.191592 loss: 1.311372 eta: 4 days, 8:58:52 batch_cost: 2.1902 data_cost: 0.0010 ips: 12.7844 images/s [11/15 20:49:01] ppdet.engine INFO: Epoch: [46] [1700/3251] learning_rate: 0.110902 loss_vfl: 0.832515 loss_bbox: 0.291134 loss_dfl: 0.193368 loss: 1.310133 eta: 4 days, 8:58:09 batch_cost: 2.1747 data_cost: 0.0009 ips: 12.8754 images/s [11/15 20:49:47] ppdet.engine INFO: Epoch: [46] [1720/3251] learning_rate: 0.110883 loss_vfl: 0.822924 loss_bbox: 0.273926 loss_dfl: 0.183335 loss: 1.259363 eta: 4 days, 8:57:26 batch_cost: 2.2034 data_cost: 0.0010 ips: 12.7077 images/s [11/15 20:50:35] ppdet.engine INFO: Epoch: [46] [1740/3251] learning_rate: 0.110863 loss_vfl: 0.799536 loss_bbox: 0.304675 loss_dfl: 0.190679 loss: 1.280336 eta: 4 days, 8:56:45 batch_cost: 2.2950 data_cost: 0.0009 ips: 12.2007 images/s [11/15 20:51:21] ppdet.engine INFO: Epoch: [46] [1760/3251] learning_rate: 0.110844 loss_vfl: 0.830338 loss_bbox: 0.316772 loss_dfl: 0.204580 loss: 1.343658 eta: 4 days, 8:56:02 batch_cost: 2.1590 data_cost: 0.0017 ips: 12.9687 images/s [11/15 20:52:05] ppdet.engine INFO: Epoch: [46] [1780/3251] learning_rate: 0.110825 loss_vfl: 0.826187 loss_bbox: 0.289705 loss_dfl: 0.182659 loss: 1.314816 eta: 4 days, 8:55:17 batch_cost: 2.1173 data_cost: 0.0009 ips: 13.2245 images/s [11/15 20:52:49] ppdet.engine INFO: Epoch: [46] [1800/3251] learning_rate: 0.110806 loss_vfl: 0.823219 loss_bbox: 0.239296 loss_dfl: 0.175588 loss: 1.255768 eta: 4 days, 8:54:32 batch_cost: 2.1084 data_cost: 0.0009 ips: 13.2803 images/s [11/15 20:53:37] ppdet.engine INFO: Epoch: [46] [1820/3251] learning_rate: 0.110787 loss_vfl: 0.816062 loss_bbox: 0.284767 loss_dfl: 0.180751 loss: 1.304650 eta: 4 days, 8:53:50 batch_cost: 2.2348 data_cost: 0.0014 ips: 12.5293 images/s [11/15 20:54:22] ppdet.engine INFO: Epoch: [46] [1840/3251] learning_rate: 0.110767 loss_vfl: 0.799607 loss_bbox: 0.286655 loss_dfl: 0.207458 loss: 1.300078 eta: 4 days, 8:53:05 batch_cost: 2.0939 data_cost: 0.0011 ips: 13.3719 images/s [11/15 20:55:06] ppdet.engine INFO: Epoch: [46] [1860/3251] learning_rate: 0.110748 loss_vfl: 0.813940 loss_bbox: 0.288392 loss_dfl: 0.182685 loss: 1.313332 eta: 4 days, 8:52:19 batch_cost: 2.0917 data_cost: 0.0010 ips: 13.3863 images/s [11/15 20:55:53] ppdet.engine INFO: Epoch: [46] [1880/3251] learning_rate: 0.110729 loss_vfl: 0.808608 loss_bbox: 0.289425 loss_dfl: 0.199268 loss: 1.295170 eta: 4 days, 8:51:37 batch_cost: 2.2134 data_cost: 0.0009 ips: 12.6503 images/s [11/15 20:56:39] ppdet.engine INFO: Epoch: [46] [1900/3251] learning_rate: 0.110710 loss_vfl: 0.812387 loss_bbox: 0.283574 loss_dfl: 0.187402 loss: 1.288419 eta: 4 days, 8:50:52 batch_cost: 2.1033 data_cost: 0.0009 ips: 13.3126 images/s [11/15 20:57:23] ppdet.engine INFO: Epoch: [46] [1920/3251] learning_rate: 0.110691 loss_vfl: 0.816567 loss_bbox: 0.312455 loss_dfl: 0.201513 loss: 1.333708 eta: 4 days, 8:50:04 batch_cost: 1.9829 data_cost: 0.0010 ips: 14.1205 images/s [11/15 20:58:10] ppdet.engine INFO: Epoch: [46] [1940/3251] learning_rate: 0.110671 loss_vfl: 0.800032 loss_bbox: 0.284663 loss_dfl: 0.164007 loss: 1.228782 eta: 4 days, 8:49:21 batch_cost: 2.1905 data_cost: 0.0014 ips: 12.7824 images/s [11/15 20:58:55] ppdet.engine INFO: Epoch: [46] [1960/3251] learning_rate: 0.110652 loss_vfl: 0.811023 loss_bbox: 0.279754 loss_dfl: 0.183211 loss: 1.252972 eta: 4 days, 8:48:35 batch_cost: 2.0669 data_cost: 0.0018 ips: 13.5471 images/s [11/15 20:59:39] ppdet.engine INFO: Epoch: [46] [1980/3251] learning_rate: 0.110633 loss_vfl: 0.805519 loss_bbox: 0.307759 loss_dfl: 0.200992 loss: 1.328427 eta: 4 days, 8:47:48 batch_cost: 2.0522 data_cost: 0.0010 ips: 13.6440 images/s [11/15 21:00:25] ppdet.engine INFO: Epoch: [46] [2000/3251] learning_rate: 0.110614 loss_vfl: 0.810063 loss_bbox: 0.330066 loss_dfl: 0.209046 loss: 1.364326 eta: 4 days, 8:47:05 batch_cost: 2.1739 data_cost: 0.0102 ips: 12.8799 images/s [11/15 21:01:09] ppdet.engine INFO: Epoch: [46] [2020/3251] learning_rate: 0.110594 loss_vfl: 0.834828 loss_bbox: 0.279819 loss_dfl: 0.177988 loss: 1.293420 eta: 4 days, 8:46:19 batch_cost: 2.0575 data_cost: 0.0010 ips: 13.6086 images/s [11/15 21:01:56] ppdet.engine INFO: Epoch: [46] [2040/3251] learning_rate: 0.110575 loss_vfl: 0.808164 loss_bbox: 0.254531 loss_dfl: 0.168488 loss: 1.216918 eta: 4 days, 8:45:37 batch_cost: 2.2556 data_cost: 0.0010 ips: 12.4136 images/s [11/15 21:02:42] ppdet.engine INFO: Epoch: [46] [2060/3251] learning_rate: 0.110556 loss_vfl: 0.810508 loss_bbox: 0.276440 loss_dfl: 0.192148 loss: 1.297555 eta: 4 days, 8:44:53 batch_cost: 2.1227 data_cost: 0.0009 ips: 13.1910 images/s [11/15 21:03:27] ppdet.engine INFO: Epoch: [46] [2080/3251] learning_rate: 0.110537 loss_vfl: 0.830359 loss_bbox: 0.294636 loss_dfl: 0.199571 loss: 1.332441 eta: 4 days, 8:44:09 batch_cost: 2.1502 data_cost: 0.0010 ips: 13.0223 images/s [11/15 21:04:13] ppdet.engine INFO: Epoch: [46] [2100/3251] learning_rate: 0.110518 loss_vfl: 0.817423 loss_bbox: 0.320579 loss_dfl: 0.212663 loss: 1.355381 eta: 4 days, 8:43:24 batch_cost: 2.1363 data_cost: 0.0009 ips: 13.1068 images/s [11/15 21:04:58] ppdet.engine INFO: Epoch: [46] [2120/3251] learning_rate: 0.110498 loss_vfl: 0.832270 loss_bbox: 0.271415 loss_dfl: 0.182418 loss: 1.252334 eta: 4 days, 8:42:39 batch_cost: 2.0886 data_cost: 0.0011 ips: 13.4058 images/s [11/15 21:05:43] ppdet.engine INFO: Epoch: [46] [2140/3251] learning_rate: 0.110479 loss_vfl: 0.785911 loss_bbox: 0.330140 loss_dfl: 0.205416 loss: 1.339140 eta: 4 days, 8:41:53 batch_cost: 2.0858 data_cost: 0.0010 ips: 13.4244 images/s [11/15 21:06:31] ppdet.engine INFO: Epoch: [46] [2160/3251] learning_rate: 0.110460 loss_vfl: 0.809820 loss_bbox: 0.272618 loss_dfl: 0.180535 loss: 1.251354 eta: 4 days, 8:41:13 batch_cost: 2.2894 data_cost: 0.0010 ips: 12.2305 images/s [11/15 21:07:17] ppdet.engine INFO: Epoch: [46] [2180/3251] learning_rate: 0.110441 loss_vfl: 0.824337 loss_bbox: 0.295032 loss_dfl: 0.196686 loss: 1.310859 eta: 4 days, 8:40:29 batch_cost: 2.1748 data_cost: 0.0010 ips: 12.8747 images/s [11/15 21:08:04] ppdet.engine INFO: Epoch: [46] [2200/3251] learning_rate: 0.110421 loss_vfl: 0.827985 loss_bbox: 0.283213 loss_dfl: 0.196244 loss: 1.339789 eta: 4 days, 8:39:46 batch_cost: 2.1829 data_cost: 0.0010 ips: 12.8271 images/s [11/15 21:08:50] ppdet.engine INFO: Epoch: [46] [2220/3251] learning_rate: 0.110402 loss_vfl: 0.793889 loss_bbox: 0.270802 loss_dfl: 0.181163 loss: 1.256670 eta: 4 days, 8:39:03 batch_cost: 2.2060 data_cost: 0.0009 ips: 12.6928 images/s [11/15 21:09:36] ppdet.engine INFO: Epoch: [46] [2240/3251] learning_rate: 0.110383 loss_vfl: 0.819306 loss_bbox: 0.290663 loss_dfl: 0.181708 loss: 1.301508 eta: 4 days, 8:38:20 batch_cost: 2.1816 data_cost: 0.0010 ips: 12.8346 images/s [11/15 21:10:23] ppdet.engine INFO: Epoch: [46] [2260/3251] learning_rate: 0.110364 loss_vfl: 0.830500 loss_bbox: 0.277480 loss_dfl: 0.190871 loss: 1.328099 eta: 4 days, 8:37:38 batch_cost: 2.2619 data_cost: 0.0009 ips: 12.3788 images/s [11/15 21:11:09] ppdet.engine INFO: Epoch: [46] [2280/3251] learning_rate: 0.110345 loss_vfl: 0.804769 loss_bbox: 0.254682 loss_dfl: 0.186220 loss: 1.272655 eta: 4 days, 8:36:55 batch_cost: 2.1833 data_cost: 0.0009 ips: 12.8244 images/s [11/15 21:11:55] ppdet.engine INFO: Epoch: [46] [2300/3251] learning_rate: 0.110325 loss_vfl: 0.803511 loss_bbox: 0.285403 loss_dfl: 0.186846 loss: 1.280395 eta: 4 days, 8:36:12 batch_cost: 2.1797 data_cost: 0.0014 ips: 12.8458 images/s [11/15 21:12:42] ppdet.engine INFO: Epoch: [46] [2320/3251] learning_rate: 0.110306 loss_vfl: 0.803172 loss_bbox: 0.267074 loss_dfl: 0.179468 loss: 1.272179 eta: 4 days, 8:35:29 batch_cost: 2.1952 data_cost: 0.0012 ips: 12.7552 images/s [11/15 21:13:27] ppdet.engine INFO: Epoch: [46] [2340/3251] learning_rate: 0.110287 loss_vfl: 0.805439 loss_bbox: 0.335949 loss_dfl: 0.205734 loss: 1.357405 eta: 4 days, 8:34:45 batch_cost: 2.1416 data_cost: 0.0009 ips: 13.0740 images/s [11/15 21:14:15] ppdet.engine INFO: Epoch: [46] [2360/3251] learning_rate: 0.110268 loss_vfl: 0.808215 loss_bbox: 0.277823 loss_dfl: 0.184086 loss: 1.281932 eta: 4 days, 8:34:04 batch_cost: 2.2907 data_cost: 0.0010 ips: 12.2232 images/s [11/15 21:15:01] ppdet.engine INFO: Epoch: [46] [2380/3251] learning_rate: 0.110248 loss_vfl: 0.848914 loss_bbox: 0.284689 loss_dfl: 0.190071 loss: 1.327823 eta: 4 days, 8:33:20 batch_cost: 2.1449 data_cost: 0.0010 ips: 13.0544 images/s [11/15 21:15:47] ppdet.engine INFO: Epoch: [46] [2400/3251] learning_rate: 0.110229 loss_vfl: 0.823835 loss_bbox: 0.265621 loss_dfl: 0.174275 loss: 1.265678 eta: 4 days, 8:32:34 batch_cost: 2.0823 data_cost: 0.0014 ips: 13.4470 images/s [11/15 21:16:34] ppdet.engine INFO: Epoch: [46] [2420/3251] learning_rate: 0.110210 loss_vfl: 0.810272 loss_bbox: 0.258294 loss_dfl: 0.165974 loss: 1.255004 eta: 4 days, 8:31:52 batch_cost: 2.2162 data_cost: 0.0010 ips: 12.6342 images/s [11/15 21:17:19] ppdet.engine INFO: Epoch: [46] [2440/3251] learning_rate: 0.110191 loss_vfl: 0.809972 loss_bbox: 0.293797 loss_dfl: 0.183225 loss: 1.262702 eta: 4 days, 8:31:06 batch_cost: 2.0788 data_cost: 0.0010 ips: 13.4695 images/s [11/15 21:18:06] ppdet.engine INFO: Epoch: [46] [2460/3251] learning_rate: 0.110172 loss_vfl: 0.798586 loss_bbox: 0.283893 loss_dfl: 0.184914 loss: 1.256240 eta: 4 days, 8:30:24 batch_cost: 2.2171 data_cost: 0.0009 ips: 12.6288 images/s [11/15 21:18:51] ppdet.engine INFO: Epoch: [46] [2480/3251] learning_rate: 0.110152 loss_vfl: 0.818258 loss_bbox: 0.280403 loss_dfl: 0.181411 loss: 1.306353 eta: 4 days, 8:29:38 batch_cost: 2.1003 data_cost: 0.0009 ips: 13.3316 images/s [11/15 21:19:37] ppdet.engine INFO: Epoch: [46] [2500/3251] learning_rate: 0.110133 loss_vfl: 0.809778 loss_bbox: 0.282657 loss_dfl: 0.187968 loss: 1.294547 eta: 4 days, 8:28:54 batch_cost: 2.1370 data_cost: 0.0009 ips: 13.1022 images/s [11/15 21:20:24] ppdet.engine INFO: Epoch: [46] [2520/3251] learning_rate: 0.110114 loss_vfl: 0.805088 loss_bbox: 0.297098 loss_dfl: 0.190371 loss: 1.301756 eta: 4 days, 8:28:12 batch_cost: 2.2171 data_cost: 0.0010 ips: 12.6291 images/s [11/15 21:21:10] ppdet.engine INFO: Epoch: [46] [2540/3251] learning_rate: 0.110095 loss_vfl: 0.822082 loss_bbox: 0.276865 loss_dfl: 0.187499 loss: 1.303984 eta: 4 days, 8:27:28 batch_cost: 2.1741 data_cost: 0.0010 ips: 12.8790 images/s [11/15 21:21:57] ppdet.engine INFO: Epoch: [46] [2560/3251] learning_rate: 0.110075 loss_vfl: 0.817849 loss_bbox: 0.295512 loss_dfl: 0.193459 loss: 1.285115 eta: 4 days, 8:26:47 batch_cost: 2.2640 data_cost: 0.0011 ips: 12.3674 images/s [11/15 21:22:43] ppdet.engine INFO: Epoch: [46] [2580/3251] learning_rate: 0.110056 loss_vfl: 0.820594 loss_bbox: 0.287227 loss_dfl: 0.183287 loss: 1.292123 eta: 4 days, 8:26:02 batch_cost: 2.1359 data_cost: 0.0010 ips: 13.1089 images/s [11/15 21:23:30] ppdet.engine INFO: Epoch: [46] [2600/3251] learning_rate: 0.110037 loss_vfl: 0.812436 loss_bbox: 0.312661 loss_dfl: 0.203768 loss: 1.311587 eta: 4 days, 8:25:20 batch_cost: 2.2151 data_cost: 0.0009 ips: 12.6403 images/s [11/15 21:24:16] ppdet.engine INFO: Epoch: [46] [2620/3251] learning_rate: 0.110018 loss_vfl: 0.819253 loss_bbox: 0.297770 loss_dfl: 0.182119 loss: 1.286752 eta: 4 days, 8:24:37 batch_cost: 2.1766 data_cost: 0.0011 ips: 12.8638 images/s [11/15 21:25:04] ppdet.engine INFO: Epoch: [46] [2640/3251] learning_rate: 0.109998 loss_vfl: 0.815469 loss_bbox: 0.273755 loss_dfl: 0.188772 loss: 1.273387 eta: 4 days, 8:23:56 batch_cost: 2.2859 data_cost: 0.0010 ips: 12.2492 images/s [11/15 21:25:50] ppdet.engine INFO: Epoch: [46] [2660/3251] learning_rate: 0.109979 loss_vfl: 0.812216 loss_bbox: 0.262829 loss_dfl: 0.173295 loss: 1.271285 eta: 4 days, 8:23:12 batch_cost: 2.1750 data_cost: 0.0010 ips: 12.8733 images/s [11/15 21:26:38] ppdet.engine INFO: Epoch: [46] [2680/3251] learning_rate: 0.109960 loss_vfl: 0.832033 loss_bbox: 0.323006 loss_dfl: 0.208941 loss: 1.345427 eta: 4 days, 8:22:31 batch_cost: 2.2876 data_cost: 0.0010 ips: 12.2396 images/s [11/15 21:27:23] ppdet.engine INFO: Epoch: [46] [2700/3251] learning_rate: 0.109941 loss_vfl: 0.822603 loss_bbox: 0.257465 loss_dfl: 0.171086 loss: 1.282956 eta: 4 days, 8:21:47 batch_cost: 2.1329 data_cost: 0.0009 ips: 13.1275 images/s [11/15 21:28:10] ppdet.engine INFO: Epoch: [46] [2720/3251] learning_rate: 0.109922 loss_vfl: 0.820595 loss_bbox: 0.276213 loss_dfl: 0.179002 loss: 1.278256 eta: 4 days, 8:21:03 batch_cost: 2.1734 data_cost: 0.0009 ips: 12.8833 images/s [11/15 21:28:56] ppdet.engine INFO: Epoch: [46] [2740/3251] learning_rate: 0.109902 loss_vfl: 0.817091 loss_bbox: 0.273606 loss_dfl: 0.186991 loss: 1.274204 eta: 4 days, 8:20:20 batch_cost: 2.1540 data_cost: 0.0009 ips: 12.9988 images/s [11/15 21:29:43] ppdet.engine INFO: Epoch: [46] [2760/3251] learning_rate: 0.109883 loss_vfl: 0.845506 loss_bbox: 0.253596 loss_dfl: 0.169154 loss: 1.285259 eta: 4 days, 8:19:37 batch_cost: 2.2147 data_cost: 0.0010 ips: 12.6430 images/s [11/15 21:30:31] ppdet.engine INFO: Epoch: [46] [2780/3251] learning_rate: 0.109864 loss_vfl: 0.805740 loss_bbox: 0.322799 loss_dfl: 0.207266 loss: 1.352586 eta: 4 days, 8:18:56 batch_cost: 2.2824 data_cost: 0.0009 ips: 12.2676 images/s [11/15 21:31:16] ppdet.engine INFO: Epoch: [46] [2800/3251] learning_rate: 0.109845 loss_vfl: 0.824288 loss_bbox: 0.266539 loss_dfl: 0.174138 loss: 1.277909 eta: 4 days, 8:18:10 batch_cost: 2.0579 data_cost: 0.0009 ips: 13.6060 images/s [11/15 21:32:03] ppdet.engine INFO: Epoch: [46] [2820/3251] learning_rate: 0.109825 loss_vfl: 0.822640 loss_bbox: 0.277576 loss_dfl: 0.184723 loss: 1.284903 eta: 4 days, 8:17:28 batch_cost: 2.2559 data_cost: 0.0011 ips: 12.4121 images/s [11/15 21:32:49] ppdet.engine INFO: Epoch: [46] [2840/3251] learning_rate: 0.109806 loss_vfl: 0.810480 loss_bbox: 0.263741 loss_dfl: 0.181685 loss: 1.275702 eta: 4 days, 8:16:46 batch_cost: 2.2056 data_cost: 0.0010 ips: 12.6951 images/s [11/15 21:33:38] ppdet.engine INFO: Epoch: [46] [2860/3251] learning_rate: 0.109787 loss_vfl: 0.810304 loss_bbox: 0.307718 loss_dfl: 0.208822 loss: 1.321608 eta: 4 days, 8:16:06 batch_cost: 2.3351 data_cost: 0.0013 ips: 11.9909 images/s [11/15 21:34:25] ppdet.engine INFO: Epoch: [46] [2880/3251] learning_rate: 0.109768 loss_vfl: 0.822702 loss_bbox: 0.305944 loss_dfl: 0.200455 loss: 1.334526 eta: 4 days, 8:15:23 batch_cost: 2.2077 data_cost: 0.0009 ips: 12.6828 images/s [11/15 21:35:11] ppdet.engine INFO: Epoch: [46] [2900/3251] learning_rate: 0.109748 loss_vfl: 0.776068 loss_bbox: 0.250360 loss_dfl: 0.159235 loss: 1.174354 eta: 4 days, 8:14:40 batch_cost: 2.1903 data_cost: 0.0009 ips: 12.7835 images/s [11/15 21:35:58] ppdet.engine INFO: Epoch: [46] [2920/3251] learning_rate: 0.109729 loss_vfl: 0.802558 loss_bbox: 0.261877 loss_dfl: 0.179814 loss: 1.244161 eta: 4 days, 8:13:58 batch_cost: 2.2341 data_cost: 0.0010 ips: 12.5330 images/s [11/15 21:36:45] ppdet.engine INFO: Epoch: [46] [2940/3251] learning_rate: 0.109710 loss_vfl: 0.810315 loss_bbox: 0.283567 loss_dfl: 0.193967 loss: 1.270454 eta: 4 days, 8:13:15 batch_cost: 2.2060 data_cost: 0.0109 ips: 12.6927 images/s [11/15 21:37:30] ppdet.engine INFO: Epoch: [46] [2960/3251] learning_rate: 0.109691 loss_vfl: 0.812361 loss_bbox: 0.293967 loss_dfl: 0.190603 loss: 1.322357 eta: 4 days, 8:12:32 batch_cost: 2.1785 data_cost: 0.0009 ips: 12.8526 images/s [11/15 21:38:16] ppdet.engine INFO: Epoch: [46] [2980/3251] learning_rate: 0.109672 loss_vfl: 0.815254 loss_bbox: 0.270740 loss_dfl: 0.178665 loss: 1.302884 eta: 4 days, 8:11:50 batch_cost: 2.2304 data_cost: 0.0009 ips: 12.5539 images/s [11/15 21:39:03] ppdet.engine INFO: Epoch: [46] [3000/3251] learning_rate: 0.109652 loss_vfl: 0.811118 loss_bbox: 0.301946 loss_dfl: 0.206995 loss: 1.306635 eta: 4 days, 8:11:06 batch_cost: 2.1723 data_cost: 0.0011 ips: 12.8897 images/s [11/15 21:39:49] ppdet.engine INFO: Epoch: [46] [3020/3251] learning_rate: 0.109633 loss_vfl: 0.778069 loss_bbox: 0.309256 loss_dfl: 0.198723 loss: 1.302220 eta: 4 days, 8:10:22 batch_cost: 2.1610 data_cost: 0.0012 ips: 12.9567 images/s [11/15 21:40:36] ppdet.engine INFO: Epoch: [46] [3040/3251] learning_rate: 0.109614 loss_vfl: 0.812606 loss_bbox: 0.272483 loss_dfl: 0.179944 loss: 1.275885 eta: 4 days, 8:09:38 batch_cost: 2.1533 data_cost: 0.0009 ips: 13.0030 images/s [11/15 21:41:23] ppdet.engine INFO: Epoch: [46] [3060/3251] learning_rate: 0.109595 loss_vfl: 0.805520 loss_bbox: 0.263320 loss_dfl: 0.172323 loss: 1.244828 eta: 4 days, 8:08:56 batch_cost: 2.2324 data_cost: 0.0016 ips: 12.5428 images/s [11/15 21:42:09] ppdet.engine INFO: Epoch: [46] [3080/3251] learning_rate: 0.109575 loss_vfl: 0.807204 loss_bbox: 0.280767 loss_dfl: 0.181545 loss: 1.286188 eta: 4 days, 8:08:12 batch_cost: 2.1454 data_cost: 0.0010 ips: 13.0510 images/s [11/15 21:42:55] ppdet.engine INFO: Epoch: [46] [3100/3251] learning_rate: 0.109556 loss_vfl: 0.825347 loss_bbox: 0.276224 loss_dfl: 0.185872 loss: 1.320408 eta: 4 days, 8:07:30 batch_cost: 2.2119 data_cost: 0.0011 ips: 12.6589 images/s [11/15 21:43:40] ppdet.engine INFO: Epoch: [46] [3120/3251] learning_rate: 0.109537 loss_vfl: 0.807744 loss_bbox: 0.268798 loss_dfl: 0.186341 loss: 1.264963 eta: 4 days, 8:06:44 batch_cost: 2.0956 data_cost: 0.0011 ips: 13.3611 images/s [11/15 21:44:26] ppdet.engine INFO: Epoch: [46] [3140/3251] learning_rate: 0.109518 loss_vfl: 0.804433 loss_bbox: 0.278549 loss_dfl: 0.187296 loss: 1.281129 eta: 4 days, 8:06:00 batch_cost: 2.1392 data_cost: 0.0009 ips: 13.0889 images/s [11/15 21:45:14] ppdet.engine INFO: Epoch: [46] [3160/3251] learning_rate: 0.109498 loss_vfl: 0.800064 loss_bbox: 0.272443 loss_dfl: 0.180408 loss: 1.293531 eta: 4 days, 8:05:18 batch_cost: 2.2495 data_cost: 0.0010 ips: 12.4470 images/s [11/15 21:46:00] ppdet.engine INFO: Epoch: [46] [3180/3251] learning_rate: 0.109479 loss_vfl: 0.802510 loss_bbox: 0.290550 loss_dfl: 0.192892 loss: 1.292150 eta: 4 days, 8:04:36 batch_cost: 2.2147 data_cost: 0.0010 ips: 12.6429 images/s [11/15 21:46:48] ppdet.engine INFO: Epoch: [46] [3200/3251] learning_rate: 0.109460 loss_vfl: 0.823607 loss_bbox: 0.263775 loss_dfl: 0.173053 loss: 1.294133 eta: 4 days, 8:03:55 batch_cost: 2.2931 data_cost: 0.0010 ips: 12.2103 images/s [11/15 21:47:33] ppdet.engine INFO: Epoch: [46] [3220/3251] learning_rate: 0.109441 loss_vfl: 0.811723 loss_bbox: 0.313962 loss_dfl: 0.202023 loss: 1.305507 eta: 4 days, 8:03:10 batch_cost: 2.1156 data_cost: 0.0010 ips: 13.2353 images/s [11/15 21:48:20] ppdet.engine INFO: Epoch: [46] [3240/3251] learning_rate: 0.109421 loss_vfl: 0.831653 loss_bbox: 0.298698 loss_dfl: 0.193379 loss: 1.344618 eta: 4 days, 8:02:27 batch_cost: 2.1876 data_cost: 0.0016 ips: 12.7992 images/s [11/15 21:48:59] ppdet.engine INFO: Epoch: [47] [ 0/3251] learning_rate: 0.109411 loss_vfl: 0.835109 loss_bbox: 0.275234 loss_dfl: 0.184829 loss: 1.310507 eta: 4 days, 8:02:09 batch_cost: 2.4008 data_cost: 0.8318 ips: 11.6629 images/s [11/15 21:49:50] ppdet.engine INFO: Epoch: [47] [ 20/3251] learning_rate: 0.109392 loss_vfl: 0.792290 loss_bbox: 0.277415 loss_dfl: 0.189468 loss: 1.256405 eta: 4 days, 8:01:31 batch_cost: 2.3939 data_cost: 0.0009 ips: 11.6966 images/s [11/15 21:50:37] ppdet.engine INFO: Epoch: [47] [ 40/3251] learning_rate: 0.109372 loss_vfl: 0.804646 loss_bbox: 0.305815 loss_dfl: 0.188146 loss: 1.308919 eta: 4 days, 8:00:48 batch_cost: 2.2143 data_cost: 0.0010 ips: 12.6450 images/s [11/15 21:51:26] ppdet.engine INFO: Epoch: [47] [ 60/3251] learning_rate: 0.109353 loss_vfl: 0.794830 loss_bbox: 0.273215 loss_dfl: 0.190055 loss: 1.251229 eta: 4 days, 8:00:07 batch_cost: 2.3003 data_cost: 0.0015 ips: 12.1723 images/s [11/15 21:52:13] ppdet.engine INFO: Epoch: [47] [ 80/3251] learning_rate: 0.109334 loss_vfl: 0.822688 loss_bbox: 0.298235 loss_dfl: 0.184621 loss: 1.303568 eta: 4 days, 7:59:24 batch_cost: 2.1788 data_cost: 0.0012 ips: 12.8510 images/s [11/15 21:53:00] ppdet.engine INFO: Epoch: [47] [ 100/3251] learning_rate: 0.109315 loss_vfl: 0.802456 loss_bbox: 0.266505 loss_dfl: 0.174653 loss: 1.251452 eta: 4 days, 7:58:41 batch_cost: 2.2004 data_cost: 0.0011 ips: 12.7251 images/s [11/15 21:53:48] ppdet.engine INFO: Epoch: [47] [ 120/3251] learning_rate: 0.109295 loss_vfl: 0.843300 loss_bbox: 0.289723 loss_dfl: 0.182475 loss: 1.307014 eta: 4 days, 7:58:00 batch_cost: 2.2703 data_cost: 0.0011 ips: 12.3334 images/s [11/15 21:54:37] ppdet.engine INFO: Epoch: [47] [ 140/3251] learning_rate: 0.109276 loss_vfl: 0.800456 loss_bbox: 0.298111 loss_dfl: 0.191487 loss: 1.289229 eta: 4 days, 7:57:19 batch_cost: 2.2971 data_cost: 0.0010 ips: 12.1892 images/s [11/15 21:55:24] ppdet.engine INFO: Epoch: [47] [ 160/3251] learning_rate: 0.109257 loss_vfl: 0.780292 loss_bbox: 0.275322 loss_dfl: 0.189277 loss: 1.260357 eta: 4 days, 7:56:38 batch_cost: 2.2613 data_cost: 0.0013 ips: 12.3823 images/s [11/15 21:56:11] ppdet.engine INFO: Epoch: [47] [ 180/3251] learning_rate: 0.109238 loss_vfl: 0.838473 loss_bbox: 0.271886 loss_dfl: 0.178564 loss: 1.263505 eta: 4 days, 7:55:55 batch_cost: 2.1970 data_cost: 0.0012 ips: 12.7447 images/s [11/15 21:56:56] ppdet.engine INFO: Epoch: [47] [ 200/3251] learning_rate: 0.109218 loss_vfl: 0.786610 loss_bbox: 0.277181 loss_dfl: 0.180475 loss: 1.273649 eta: 4 days, 7:55:10 batch_cost: 2.1069 data_cost: 0.0009 ips: 13.2898 images/s [11/15 21:57:44] ppdet.engine INFO: Epoch: [47] [ 220/3251] learning_rate: 0.109199 loss_vfl: 0.803580 loss_bbox: 0.290573 loss_dfl: 0.189083 loss: 1.287287 eta: 4 days, 7:54:28 batch_cost: 2.2563 data_cost: 0.0010 ips: 12.4095 images/s [11/15 21:58:31] ppdet.engine INFO: Epoch: [47] [ 240/3251] learning_rate: 0.109180 loss_vfl: 0.820527 loss_bbox: 0.343085 loss_dfl: 0.212140 loss: 1.371169 eta: 4 days, 7:53:46 batch_cost: 2.2141 data_cost: 0.0010 ips: 12.6462 images/s [11/15 21:59:17] ppdet.engine INFO: Epoch: [47] [ 260/3251] learning_rate: 0.109161 loss_vfl: 0.814479 loss_bbox: 0.258950 loss_dfl: 0.173674 loss: 1.257557 eta: 4 days, 7:53:00 batch_cost: 2.0981 data_cost: 0.0010 ips: 13.3457 images/s [11/15 22:00:02] ppdet.engine INFO: Epoch: [47] [ 280/3251] learning_rate: 0.109141 loss_vfl: 0.824900 loss_bbox: 0.282437 loss_dfl: 0.178856 loss: 1.304665 eta: 4 days, 7:52:15 batch_cost: 2.1063 data_cost: 0.0009 ips: 13.2933 images/s [11/15 22:00:50] ppdet.engine INFO: Epoch: [47] [ 300/3251] learning_rate: 0.109122 loss_vfl: 0.801850 loss_bbox: 0.285428 loss_dfl: 0.183832 loss: 1.282300 eta: 4 days, 7:51:35 batch_cost: 2.3115 data_cost: 0.0010 ips: 12.1133 images/s [11/15 22:01:36] ppdet.engine INFO: Epoch: [47] [ 320/3251] learning_rate: 0.109103 loss_vfl: 0.799777 loss_bbox: 0.287552 loss_dfl: 0.201139 loss: 1.311371 eta: 4 days, 7:50:52 batch_cost: 2.2143 data_cost: 0.0009 ips: 12.6449 images/s [11/15 22:02:22] ppdet.engine INFO: Epoch: [47] [ 340/3251] learning_rate: 0.109084 loss_vfl: 0.822055 loss_bbox: 0.307230 loss_dfl: 0.194344 loss: 1.287155 eta: 4 days, 7:50:07 batch_cost: 2.0708 data_cost: 0.0009 ips: 13.5213 images/s [11/15 22:03:08] ppdet.engine INFO: Epoch: [47] [ 360/3251] learning_rate: 0.109064 loss_vfl: 0.825654 loss_bbox: 0.317524 loss_dfl: 0.208672 loss: 1.347711 eta: 4 days, 7:49:22 batch_cost: 2.1356 data_cost: 0.0011 ips: 13.1112 images/s [11/15 22:03:55] ppdet.engine INFO: Epoch: [47] [ 380/3251] learning_rate: 0.109045 loss_vfl: 0.825369 loss_bbox: 0.265488 loss_dfl: 0.180833 loss: 1.274526 eta: 4 days, 7:48:39 batch_cost: 2.1680 data_cost: 0.0011 ips: 12.9149 images/s [11/15 22:04:40] ppdet.engine INFO: Epoch: [47] [ 400/3251] learning_rate: 0.109026 loss_vfl: 0.821556 loss_bbox: 0.303089 loss_dfl: 0.195764 loss: 1.334126 eta: 4 days, 7:47:56 batch_cost: 2.1969 data_cost: 0.0009 ips: 12.7453 images/s [11/15 22:05:26] ppdet.engine INFO: Epoch: [47] [ 420/3251] learning_rate: 0.109007 loss_vfl: 0.801636 loss_bbox: 0.268326 loss_dfl: 0.185659 loss: 1.257969 eta: 4 days, 7:47:10 batch_cost: 2.0792 data_cost: 0.0015 ips: 13.4665 images/s [11/15 22:06:10] ppdet.engine INFO: Epoch: [47] [ 440/3251] learning_rate: 0.108987 loss_vfl: 0.792362 loss_bbox: 0.273351 loss_dfl: 0.175774 loss: 1.261723 eta: 4 days, 7:46:26 batch_cost: 2.1398 data_cost: 0.0009 ips: 13.0856 images/s [11/15 22:06:56] ppdet.engine INFO: Epoch: [47] [ 460/3251] learning_rate: 0.108968 loss_vfl: 0.814430 loss_bbox: 0.279874 loss_dfl: 0.190149 loss: 1.287993 eta: 4 days, 7:45:43 batch_cost: 2.2007 data_cost: 0.0011 ips: 12.7230 images/s [11/15 22:07:44] ppdet.engine INFO: Epoch: [47] [ 480/3251] learning_rate: 0.108949 loss_vfl: 0.808367 loss_bbox: 0.278797 loss_dfl: 0.170433 loss: 1.255502 eta: 4 days, 7:45:01 batch_cost: 2.2532 data_cost: 0.0009 ips: 12.4266 images/s [11/15 22:08:28] ppdet.engine INFO: Epoch: [47] [ 500/3251] learning_rate: 0.108930 loss_vfl: 0.789979 loss_bbox: 0.248774 loss_dfl: 0.178344 loss: 1.210806 eta: 4 days, 7:44:16 batch_cost: 2.0815 data_cost: 0.0009 ips: 13.4521 images/s [11/15 22:09:14] ppdet.engine INFO: Epoch: [47] [ 520/3251] learning_rate: 0.108910 loss_vfl: 0.811665 loss_bbox: 0.292568 loss_dfl: 0.187005 loss: 1.302198 eta: 4 days, 7:43:33 batch_cost: 2.1934 data_cost: 0.0010 ips: 12.7657 images/s [11/15 22:10:02] ppdet.engine INFO: Epoch: [47] [ 540/3251] learning_rate: 0.108891 loss_vfl: 0.806036 loss_bbox: 0.311661 loss_dfl: 0.196244 loss: 1.298438 eta: 4 days, 7:42:50 batch_cost: 2.2202 data_cost: 0.0009 ips: 12.6116 images/s [11/15 22:10:49] ppdet.engine INFO: Epoch: [47] [ 560/3251] learning_rate: 0.108872 loss_vfl: 0.808571 loss_bbox: 0.285394 loss_dfl: 0.182891 loss: 1.277081 eta: 4 days, 7:42:08 batch_cost: 2.2090 data_cost: 0.0009 ips: 12.6757 images/s [11/15 22:11:35] ppdet.engine INFO: Epoch: [47] [ 580/3251] learning_rate: 0.108853 loss_vfl: 0.815483 loss_bbox: 0.307004 loss_dfl: 0.206380 loss: 1.354159 eta: 4 days, 7:41:24 batch_cost: 2.1542 data_cost: 0.0010 ips: 12.9978 images/s [11/15 22:12:20] ppdet.engine INFO: Epoch: [47] [ 600/3251] learning_rate: 0.108833 loss_vfl: 0.798008 loss_bbox: 0.297015 loss_dfl: 0.198542 loss: 1.296482 eta: 4 days, 7:40:39 batch_cost: 2.1158 data_cost: 0.0010 ips: 13.2340 images/s [11/15 22:13:06] ppdet.engine INFO: Epoch: [47] [ 620/3251] learning_rate: 0.108814 loss_vfl: 0.801156 loss_bbox: 0.321179 loss_dfl: 0.193151 loss: 1.309589 eta: 4 days, 7:39:53 batch_cost: 2.0691 data_cost: 0.0011 ips: 13.5327 images/s [11/15 22:13:52] ppdet.engine INFO: Epoch: [47] [ 640/3251] learning_rate: 0.108795 loss_vfl: 0.818271 loss_bbox: 0.280313 loss_dfl: 0.185602 loss: 1.291658 eta: 4 days, 7:39:11 batch_cost: 2.2184 data_cost: 0.0009 ips: 12.6216 images/s [11/15 22:14:37] ppdet.engine INFO: Epoch: [47] [ 660/3251] learning_rate: 0.108776 loss_vfl: 0.812610 loss_bbox: 0.283019 loss_dfl: 0.182596 loss: 1.272042 eta: 4 days, 7:38:27 batch_cost: 2.1513 data_cost: 0.0009 ips: 13.0156 images/s [11/15 22:15:25] ppdet.engine INFO: Epoch: [47] [ 680/3251] learning_rate: 0.108756 loss_vfl: 0.806304 loss_bbox: 0.275308 loss_dfl: 0.187180 loss: 1.236784 eta: 4 days, 7:37:46 batch_cost: 2.3019 data_cost: 0.0009 ips: 12.1638 images/s [11/15 22:16:11] ppdet.engine INFO: Epoch: [47] [ 700/3251] learning_rate: 0.108737 loss_vfl: 0.804707 loss_bbox: 0.287605 loss_dfl: 0.202278 loss: 1.294396 eta: 4 days, 7:37:02 batch_cost: 2.1457 data_cost: 0.0011 ips: 13.0491 images/s [11/15 22:16:59] ppdet.engine INFO: Epoch: [47] [ 720/3251] learning_rate: 0.108718 loss_vfl: 0.815005 loss_bbox: 0.297397 loss_dfl: 0.190451 loss: 1.300570 eta: 4 days, 7:36:21 batch_cost: 2.3013 data_cost: 0.0010 ips: 12.1671 images/s [11/15 22:17:45] ppdet.engine INFO: Epoch: [47] [ 740/3251] learning_rate: 0.108699 loss_vfl: 0.812469 loss_bbox: 0.275017 loss_dfl: 0.181790 loss: 1.248541 eta: 4 days, 7:35:38 batch_cost: 2.1562 data_cost: 0.0009 ips: 12.9857 images/s [11/15 22:18:31] ppdet.engine INFO: Epoch: [47] [ 760/3251] learning_rate: 0.108679 loss_vfl: 0.792449 loss_bbox: 0.288687 loss_dfl: 0.189160 loss: 1.239312 eta: 4 days, 7:34:54 batch_cost: 2.1602 data_cost: 0.0009 ips: 12.9616 images/s [11/15 22:19:17] ppdet.engine INFO: Epoch: [47] [ 780/3251] learning_rate: 0.108660 loss_vfl: 0.787822 loss_bbox: 0.298414 loss_dfl: 0.202488 loss: 1.312061 eta: 4 days, 7:34:10 batch_cost: 2.1689 data_cost: 0.0019 ips: 12.9098 images/s [11/15 22:20:03] ppdet.engine INFO: Epoch: [47] [ 800/3251] learning_rate: 0.108641 loss_vfl: 0.816083 loss_bbox: 0.295709 loss_dfl: 0.190666 loss: 1.277572 eta: 4 days, 7:33:25 batch_cost: 2.0789 data_cost: 0.0009 ips: 13.4684 images/s [11/15 22:20:49] ppdet.engine INFO: Epoch: [47] [ 820/3251] learning_rate: 0.108622 loss_vfl: 0.805653 loss_bbox: 0.250890 loss_dfl: 0.177477 loss: 1.257268 eta: 4 days, 7:32:42 batch_cost: 2.2145 data_cost: 0.0009 ips: 12.6437 images/s [11/15 22:21:37] ppdet.engine INFO: Epoch: [47] [ 840/3251] learning_rate: 0.108602 loss_vfl: 0.822923 loss_bbox: 0.256633 loss_dfl: 0.171053 loss: 1.274879 eta: 4 days, 7:32:01 batch_cost: 2.2978 data_cost: 0.0013 ips: 12.1856 images/s [11/15 22:22:23] ppdet.engine INFO: Epoch: [47] [ 860/3251] learning_rate: 0.108583 loss_vfl: 0.802513 loss_bbox: 0.282738 loss_dfl: 0.179972 loss: 1.270991 eta: 4 days, 7:31:16 batch_cost: 2.0815 data_cost: 0.0011 ips: 13.4517 images/s [11/15 22:23:10] ppdet.engine INFO: Epoch: [47] [ 880/3251] learning_rate: 0.108564 loss_vfl: 0.809819 loss_bbox: 0.289884 loss_dfl: 0.191270 loss: 1.293810 eta: 4 days, 7:30:33 batch_cost: 2.2192 data_cost: 0.0009 ips: 12.6169 images/s [11/15 22:23:55] ppdet.engine INFO: Epoch: [47] [ 900/3251] learning_rate: 0.108545 loss_vfl: 0.824128 loss_bbox: 0.281876 loss_dfl: 0.179818 loss: 1.284972 eta: 4 days, 7:29:48 batch_cost: 2.0959 data_cost: 0.0011 ips: 13.3595 images/s [11/15 22:24:40] ppdet.engine INFO: Epoch: [47] [ 920/3251] learning_rate: 0.108525 loss_vfl: 0.823469 loss_bbox: 0.259203 loss_dfl: 0.171326 loss: 1.253722 eta: 4 days, 7:29:02 batch_cost: 2.0386 data_cost: 0.0009 ips: 13.7348 images/s [11/15 22:25:26] ppdet.engine INFO: Epoch: [47] [ 940/3251] learning_rate: 0.108506 loss_vfl: 0.801197 loss_bbox: 0.267679 loss_dfl: 0.182775 loss: 1.243248 eta: 4 days, 7:28:19 batch_cost: 2.2068 data_cost: 0.0016 ips: 12.6881 images/s [11/15 22:26:13] ppdet.engine INFO: Epoch: [47] [ 960/3251] learning_rate: 0.108487 loss_vfl: 0.818837 loss_bbox: 0.300753 loss_dfl: 0.196033 loss: 1.328218 eta: 4 days, 7:27:37 batch_cost: 2.2386 data_cost: 0.0009 ips: 12.5077 images/s [11/15 22:27:00] ppdet.engine INFO: Epoch: [47] [ 980/3251] learning_rate: 0.108468 loss_vfl: 0.827958 loss_bbox: 0.274855 loss_dfl: 0.181280 loss: 1.284190 eta: 4 days, 7:26:53 batch_cost: 2.1725 data_cost: 0.0010 ips: 12.8886 images/s [11/15 22:27:46] ppdet.engine INFO: Epoch: [47] [1000/3251] learning_rate: 0.108448 loss_vfl: 0.801499 loss_bbox: 0.281924 loss_dfl: 0.182901 loss: 1.274603 eta: 4 days, 7:26:10 batch_cost: 2.1894 data_cost: 0.0014 ips: 12.7886 images/s [11/15 22:28:32] ppdet.engine INFO: Epoch: [47] [1020/3251] learning_rate: 0.108429 loss_vfl: 0.795556 loss_bbox: 0.255370 loss_dfl: 0.176139 loss: 1.235067 eta: 4 days, 7:25:26 batch_cost: 2.1332 data_cost: 0.0009 ips: 13.1257 images/s [11/15 22:29:19] ppdet.engine INFO: Epoch: [47] [1040/3251] learning_rate: 0.108410 loss_vfl: 0.812219 loss_bbox: 0.259445 loss_dfl: 0.175184 loss: 1.241025 eta: 4 days, 7:24:44 batch_cost: 2.2429 data_cost: 0.0009 ips: 12.4836 images/s [11/15 22:30:04] ppdet.engine INFO: Epoch: [47] [1060/3251] learning_rate: 0.108391 loss_vfl: 0.788179 loss_bbox: 0.309984 loss_dfl: 0.196330 loss: 1.308506 eta: 4 days, 7:23:59 batch_cost: 2.1004 data_cost: 0.0009 ips: 13.3309 images/s [11/15 22:30:52] ppdet.engine INFO: Epoch: [47] [1080/3251] learning_rate: 0.108371 loss_vfl: 0.777183 loss_bbox: 0.286230 loss_dfl: 0.201717 loss: 1.307703 eta: 4 days, 7:23:18 batch_cost: 2.2759 data_cost: 0.0009 ips: 12.3028 images/s [11/15 22:31:38] ppdet.engine INFO: Epoch: [47] [1100/3251] learning_rate: 0.108352 loss_vfl: 0.792205 loss_bbox: 0.276400 loss_dfl: 0.180959 loss: 1.258267 eta: 4 days, 7:22:34 batch_cost: 2.1664 data_cost: 0.0010 ips: 12.9246 images/s [11/15 22:32:25] ppdet.engine INFO: Epoch: [47] [1120/3251] learning_rate: 0.108333 loss_vfl: 0.811115 loss_bbox: 0.280795 loss_dfl: 0.180616 loss: 1.266011 eta: 4 days, 7:21:51 batch_cost: 2.1840 data_cost: 0.0010 ips: 12.8206 images/s [11/15 22:33:11] ppdet.engine INFO: Epoch: [47] [1140/3251] learning_rate: 0.108314 loss_vfl: 0.806355 loss_bbox: 0.267965 loss_dfl: 0.173859 loss: 1.251114 eta: 4 days, 7:21:07 batch_cost: 2.1430 data_cost: 0.0009 ips: 13.0656 images/s [11/15 22:33:56] ppdet.engine INFO: Epoch: [47] [1160/3251] learning_rate: 0.108294 loss_vfl: 0.840416 loss_bbox: 0.287285 loss_dfl: 0.181291 loss: 1.341613 eta: 4 days, 7:20:22 batch_cost: 2.1024 data_cost: 0.0010 ips: 13.3180 images/s [11/15 22:34:41] ppdet.engine INFO: Epoch: [47] [1180/3251] learning_rate: 0.108275 loss_vfl: 0.796505 loss_bbox: 0.292734 loss_dfl: 0.180472 loss: 1.262796 eta: 4 days, 7:19:36 batch_cost: 2.0671 data_cost: 0.0010 ips: 13.5457 images/s [11/15 22:35:28] ppdet.engine INFO: Epoch: [47] [1200/3251] learning_rate: 0.108256 loss_vfl: 0.814503 loss_bbox: 0.280414 loss_dfl: 0.177814 loss: 1.281220 eta: 4 days, 7:18:54 batch_cost: 2.2500 data_cost: 0.0010 ips: 12.4446 images/s [11/15 22:36:14] ppdet.engine INFO: Epoch: [47] [1220/3251] learning_rate: 0.108236 loss_vfl: 0.824795 loss_bbox: 0.270862 loss_dfl: 0.189761 loss: 1.260770 eta: 4 days, 7:18:11 batch_cost: 2.1898 data_cost: 0.0010 ips: 12.7866 images/s [11/15 22:37:01] ppdet.engine INFO: Epoch: [47] [1240/3251] learning_rate: 0.108217 loss_vfl: 0.802424 loss_bbox: 0.323196 loss_dfl: 0.204743 loss: 1.326881 eta: 4 days, 7:17:28 batch_cost: 2.1832 data_cost: 0.0010 ips: 12.8250 images/s [11/15 22:37:46] ppdet.engine INFO: Epoch: [47] [1260/3251] learning_rate: 0.108198 loss_vfl: 0.801014 loss_bbox: 0.288915 loss_dfl: 0.185644 loss: 1.296918 eta: 4 days, 7:16:43 batch_cost: 2.1469 data_cost: 0.0010 ips: 13.0422 images/s [11/15 22:38:33] ppdet.engine INFO: Epoch: [47] [1280/3251] learning_rate: 0.108179 loss_vfl: 0.819913 loss_bbox: 0.286256 loss_dfl: 0.189664 loss: 1.304332 eta: 4 days, 7:16:00 batch_cost: 2.1880 data_cost: 0.0009 ips: 12.7971 images/s [11/15 22:39:20] ppdet.engine INFO: Epoch: [47] [1300/3251] learning_rate: 0.108159 loss_vfl: 0.802098 loss_bbox: 0.261208 loss_dfl: 0.183117 loss: 1.245693 eta: 4 days, 7:15:17 batch_cost: 2.1974 data_cost: 0.0011 ips: 12.7423 images/s [11/15 22:40:07] ppdet.engine INFO: Epoch: [47] [1320/3251] learning_rate: 0.108140 loss_vfl: 0.820591 loss_bbox: 0.260260 loss_dfl: 0.175018 loss: 1.251277 eta: 4 days, 7:14:34 batch_cost: 2.1928 data_cost: 0.0011 ips: 12.7689 images/s [11/15 22:40:54] ppdet.engine INFO: Epoch: [47] [1340/3251] learning_rate: 0.108121 loss_vfl: 0.847075 loss_bbox: 0.266668 loss_dfl: 0.173184 loss: 1.266092 eta: 4 days, 7:13:53 batch_cost: 2.2639 data_cost: 0.0015 ips: 12.3680 images/s [11/15 22:41:41] ppdet.engine INFO: Epoch: [47] [1360/3251] learning_rate: 0.108102 loss_vfl: 0.824863 loss_bbox: 0.302231 loss_dfl: 0.194767 loss: 1.305240 eta: 4 days, 7:13:11 batch_cost: 2.2404 data_cost: 0.0010 ips: 12.4976 images/s [11/15 22:42:29] ppdet.engine INFO: Epoch: [47] [1380/3251] learning_rate: 0.108082 loss_vfl: 0.812167 loss_bbox: 0.305386 loss_dfl: 0.198303 loss: 1.303226 eta: 4 days, 7:12:28 batch_cost: 2.2178 data_cost: 0.0009 ips: 12.6252 images/s [11/15 22:43:15] ppdet.engine INFO: Epoch: [47] [1400/3251] learning_rate: 0.108063 loss_vfl: 0.790686 loss_bbox: 0.300106 loss_dfl: 0.191603 loss: 1.282844 eta: 4 days, 7:11:45 batch_cost: 2.1877 data_cost: 0.0009 ips: 12.7989 images/s [11/15 22:44:03] ppdet.engine INFO: Epoch: [47] [1420/3251] learning_rate: 0.108044 loss_vfl: 0.799469 loss_bbox: 0.280221 loss_dfl: 0.196311 loss: 1.287286 eta: 4 days, 7:11:03 batch_cost: 2.2552 data_cost: 0.0009 ips: 12.4158 images/s [11/15 22:44:49] ppdet.engine INFO: Epoch: [47] [1440/3251] learning_rate: 0.108025 loss_vfl: 0.808616 loss_bbox: 0.282448 loss_dfl: 0.187252 loss: 1.282621 eta: 4 days, 7:10:20 batch_cost: 2.1820 data_cost: 0.0010 ips: 12.8322 images/s [11/15 22:45:40] ppdet.engine INFO: Epoch: [47] [1460/3251] learning_rate: 0.108005 loss_vfl: 0.812659 loss_bbox: 0.274681 loss_dfl: 0.184075 loss: 1.303707 eta: 4 days, 7:09:40 batch_cost: 2.3397 data_cost: 0.0009 ips: 11.9673 images/s [11/15 22:46:25] ppdet.engine INFO: Epoch: [47] [1480/3251] learning_rate: 0.107986 loss_vfl: 0.814411 loss_bbox: 0.267341 loss_dfl: 0.188395 loss: 1.298545 eta: 4 days, 7:08:56 batch_cost: 2.1415 data_cost: 0.0009 ips: 13.0751 images/s [11/15 22:47:10] ppdet.engine INFO: Epoch: [47] [1500/3251] learning_rate: 0.107967 loss_vfl: 0.821411 loss_bbox: 0.283179 loss_dfl: 0.187072 loss: 1.287917 eta: 4 days, 7:08:10 batch_cost: 2.0590 data_cost: 0.0009 ips: 13.5987 images/s [11/15 22:47:56] ppdet.engine INFO: Epoch: [47] [1520/3251] learning_rate: 0.107948 loss_vfl: 0.825885 loss_bbox: 0.301489 loss_dfl: 0.187325 loss: 1.315250 eta: 4 days, 7:07:27 batch_cost: 2.1938 data_cost: 0.0013 ips: 12.7633 images/s [11/15 22:48:42] ppdet.engine INFO: Epoch: [47] [1540/3251] learning_rate: 0.107928 loss_vfl: 0.797181 loss_bbox: 0.257319 loss_dfl: 0.179104 loss: 1.229739 eta: 4 days, 7:06:43 batch_cost: 2.1405 data_cost: 0.0009 ips: 13.0811 images/s [11/15 22:49:28] ppdet.engine INFO: Epoch: [47] [1560/3251] learning_rate: 0.107909 loss_vfl: 0.807594 loss_bbox: 0.258745 loss_dfl: 0.184235 loss: 1.273136 eta: 4 days, 7:05:59 batch_cost: 2.1759 data_cost: 0.0009 ips: 12.8685 images/s [11/15 22:50:15] ppdet.engine INFO: Epoch: [47] [1580/3251] learning_rate: 0.107890 loss_vfl: 0.818438 loss_bbox: 0.270384 loss_dfl: 0.173393 loss: 1.283445 eta: 4 days, 7:05:18 batch_cost: 2.2564 data_cost: 0.0010 ips: 12.4091 images/s [11/15 22:51:02] ppdet.engine INFO: Epoch: [47] [1600/3251] learning_rate: 0.107870 loss_vfl: 0.804633 loss_bbox: 0.281306 loss_dfl: 0.183243 loss: 1.269175 eta: 4 days, 7:04:35 batch_cost: 2.2101 data_cost: 0.0009 ips: 12.6691 images/s [11/15 22:51:48] ppdet.engine INFO: Epoch: [47] [1620/3251] learning_rate: 0.107851 loss_vfl: 0.801915 loss_bbox: 0.261732 loss_dfl: 0.182682 loss: 1.273115 eta: 4 days, 7:03:52 batch_cost: 2.1828 data_cost: 0.0009 ips: 12.8274 images/s [11/15 22:52:35] ppdet.engine INFO: Epoch: [47] [1640/3251] learning_rate: 0.107832 loss_vfl: 0.814904 loss_bbox: 0.261869 loss_dfl: 0.176094 loss: 1.229936 eta: 4 days, 7:03:10 batch_cost: 2.2400 data_cost: 0.0009 ips: 12.5002 images/s [11/15 22:53:22] ppdet.engine INFO: Epoch: [47] [1660/3251] learning_rate: 0.107813 loss_vfl: 0.825065 loss_bbox: 0.299942 loss_dfl: 0.201833 loss: 1.317730 eta: 4 days, 7:02:28 batch_cost: 2.2262 data_cost: 0.0010 ips: 12.5774 images/s [11/15 22:54:08] ppdet.engine INFO: Epoch: [47] [1680/3251] learning_rate: 0.107793 loss_vfl: 0.821267 loss_bbox: 0.251037 loss_dfl: 0.170496 loss: 1.260608 eta: 4 days, 7:01:45 batch_cost: 2.1970 data_cost: 0.0010 ips: 12.7445 images/s [11/15 22:54:56] ppdet.engine INFO: Epoch: [47] [1700/3251] learning_rate: 0.107774 loss_vfl: 0.775847 loss_bbox: 0.258902 loss_dfl: 0.169700 loss: 1.208852 eta: 4 days, 7:01:03 batch_cost: 2.2639 data_cost: 0.0010 ips: 12.3678 images/s [11/15 22:55:43] ppdet.engine INFO: Epoch: [47] [1720/3251] learning_rate: 0.107755 loss_vfl: 0.825202 loss_bbox: 0.258264 loss_dfl: 0.170314 loss: 1.291262 eta: 4 days, 7:00:21 batch_cost: 2.2311 data_cost: 0.0009 ips: 12.5498 images/s [11/15 22:56:29] ppdet.engine INFO: Epoch: [47] [1740/3251] learning_rate: 0.107736 loss_vfl: 0.841955 loss_bbox: 0.266486 loss_dfl: 0.184157 loss: 1.285002 eta: 4 days, 6:59:37 batch_cost: 2.1777 data_cost: 0.0010 ips: 12.8577 images/s [11/15 22:57:15] ppdet.engine INFO: Epoch: [47] [1760/3251] learning_rate: 0.107716 loss_vfl: 0.791260 loss_bbox: 0.300349 loss_dfl: 0.199582 loss: 1.319073 eta: 4 days, 6:58:53 batch_cost: 2.1423 data_cost: 0.0010 ips: 13.0699 images/s [11/15 22:58:03] ppdet.engine INFO: Epoch: [47] [1780/3251] learning_rate: 0.107697 loss_vfl: 0.817071 loss_bbox: 0.283502 loss_dfl: 0.181210 loss: 1.277351 eta: 4 days, 6:58:12 batch_cost: 2.2729 data_cost: 0.0009 ips: 12.3191 images/s [11/15 22:58:48] ppdet.engine INFO: Epoch: [47] [1800/3251] learning_rate: 0.107678 loss_vfl: 0.839786 loss_bbox: 0.261041 loss_dfl: 0.186111 loss: 1.290691 eta: 4 days, 6:57:28 batch_cost: 2.1640 data_cost: 0.0010 ips: 12.9392 images/s [11/15 22:59:32] ppdet.engine INFO: Epoch: [47] [1820/3251] learning_rate: 0.107659 loss_vfl: 0.822462 loss_bbox: 0.259709 loss_dfl: 0.178016 loss: 1.298953 eta: 4 days, 6:56:43 batch_cost: 2.0705 data_cost: 0.0009 ips: 13.5233 images/s [11/15 23:00:19] ppdet.engine INFO: Epoch: [47] [1840/3251] learning_rate: 0.107639 loss_vfl: 0.812573 loss_bbox: 0.293754 loss_dfl: 0.195818 loss: 1.285465 eta: 4 days, 6:56:00 batch_cost: 2.2116 data_cost: 0.0010 ips: 12.6606 images/s [11/15 23:01:04] ppdet.engine INFO: Epoch: [47] [1860/3251] learning_rate: 0.107620 loss_vfl: 0.802743 loss_bbox: 0.268956 loss_dfl: 0.169306 loss: 1.254167 eta: 4 days, 6:55:15 batch_cost: 2.0922 data_cost: 0.0018 ips: 13.3830 images/s [11/15 23:01:51] ppdet.engine INFO: Epoch: [47] [1880/3251] learning_rate: 0.107601 loss_vfl: 0.816161 loss_bbox: 0.282937 loss_dfl: 0.178793 loss: 1.300004 eta: 4 days, 6:54:31 batch_cost: 2.1598 data_cost: 0.0010 ips: 12.9641 images/s [11/15 23:02:38] ppdet.engine INFO: Epoch: [47] [1900/3251] learning_rate: 0.107581 loss_vfl: 0.812376 loss_bbox: 0.267439 loss_dfl: 0.178614 loss: 1.247714 eta: 4 days, 6:53:49 batch_cost: 2.2316 data_cost: 0.0009 ips: 12.5470 images/s [11/15 23:03:27] ppdet.engine INFO: Epoch: [47] [1920/3251] learning_rate: 0.107562 loss_vfl: 0.815294 loss_bbox: 0.305095 loss_dfl: 0.194299 loss: 1.326480 eta: 4 days, 6:53:08 batch_cost: 2.3100 data_cost: 0.0013 ips: 12.1211 images/s [11/15 23:04:13] ppdet.engine INFO: Epoch: [47] [1940/3251] learning_rate: 0.107543 loss_vfl: 0.826338 loss_bbox: 0.295458 loss_dfl: 0.191364 loss: 1.316870 eta: 4 days, 6:52:26 batch_cost: 2.2110 data_cost: 0.0010 ips: 12.6640 images/s [11/15 23:04:59] ppdet.engine INFO: Epoch: [47] [1960/3251] learning_rate: 0.107524 loss_vfl: 0.810053 loss_bbox: 0.287179 loss_dfl: 0.197163 loss: 1.301137 eta: 4 days, 6:51:43 batch_cost: 2.2004 data_cost: 0.0010 ips: 12.7250 images/s [11/15 23:05:45] ppdet.engine INFO: Epoch: [47] [1980/3251] learning_rate: 0.107504 loss_vfl: 0.830463 loss_bbox: 0.242844 loss_dfl: 0.166324 loss: 1.251552 eta: 4 days, 6:51:00 batch_cost: 2.1985 data_cost: 0.0022 ips: 12.7359 images/s [11/15 23:06:31] ppdet.engine INFO: Epoch: [47] [2000/3251] learning_rate: 0.107485 loss_vfl: 0.824273 loss_bbox: 0.283847 loss_dfl: 0.186575 loss: 1.307765 eta: 4 days, 6:50:16 batch_cost: 2.1850 data_cost: 0.0010 ips: 12.8146 images/s [11/15 23:07:18] ppdet.engine INFO: Epoch: [47] [2020/3251] learning_rate: 0.107466 loss_vfl: 0.784227 loss_bbox: 0.329173 loss_dfl: 0.208812 loss: 1.323122 eta: 4 days, 6:49:34 batch_cost: 2.2258 data_cost: 0.0009 ips: 12.5799 images/s [11/15 23:08:03] ppdet.engine INFO: Epoch: [47] [2040/3251] learning_rate: 0.107447 loss_vfl: 0.815419 loss_bbox: 0.292601 loss_dfl: 0.186362 loss: 1.285935 eta: 4 days, 6:48:51 batch_cost: 2.1904 data_cost: 0.0009 ips: 12.7829 images/s [11/15 23:08:48] ppdet.engine INFO: Epoch: [47] [2060/3251] learning_rate: 0.107427 loss_vfl: 0.793671 loss_bbox: 0.283728 loss_dfl: 0.185280 loss: 1.266790 eta: 4 days, 6:48:06 batch_cost: 2.1043 data_cost: 0.0010 ips: 13.3058 images/s [11/15 23:09:34] ppdet.engine INFO: Epoch: [47] [2080/3251] learning_rate: 0.107408 loss_vfl: 0.821083 loss_bbox: 0.274210 loss_dfl: 0.187115 loss: 1.292345 eta: 4 days, 6:47:22 batch_cost: 2.1365 data_cost: 0.0009 ips: 13.1054 images/s [11/15 23:10:20] ppdet.engine INFO: Epoch: [47] [2100/3251] learning_rate: 0.107389 loss_vfl: 0.800452 loss_bbox: 0.303826 loss_dfl: 0.197563 loss: 1.317979 eta: 4 days, 6:46:38 batch_cost: 2.1450 data_cost: 0.0014 ips: 13.0538 images/s [11/15 23:11:06] ppdet.engine INFO: Epoch: [47] [2120/3251] learning_rate: 0.107369 loss_vfl: 0.804322 loss_bbox: 0.260369 loss_dfl: 0.171284 loss: 1.235081 eta: 4 days, 6:45:54 batch_cost: 2.1466 data_cost: 0.0011 ips: 13.0438 images/s [11/15 23:11:53] ppdet.engine INFO: Epoch: [47] [2140/3251] learning_rate: 0.107350 loss_vfl: 0.812985 loss_bbox: 0.283407 loss_dfl: 0.193337 loss: 1.293406 eta: 4 days, 6:45:12 batch_cost: 2.2524 data_cost: 0.0009 ips: 12.4314 images/s [11/15 23:12:41] ppdet.engine INFO: Epoch: [47] [2160/3251] learning_rate: 0.107331 loss_vfl: 0.809163 loss_bbox: 0.262995 loss_dfl: 0.181245 loss: 1.245167 eta: 4 days, 6:44:30 batch_cost: 2.2729 data_cost: 0.0010 ips: 12.3190 images/s [11/15 23:13:28] ppdet.engine INFO: Epoch: [47] [2180/3251] learning_rate: 0.107312 loss_vfl: 0.816684 loss_bbox: 0.275494 loss_dfl: 0.185601 loss: 1.267962 eta: 4 days, 6:43:49 batch_cost: 2.2552 data_cost: 0.0010 ips: 12.4157 images/s [11/15 23:14:16] ppdet.engine INFO: Epoch: [47] [2200/3251] learning_rate: 0.107292 loss_vfl: 0.830307 loss_bbox: 0.289578 loss_dfl: 0.186365 loss: 1.324574 eta: 4 days, 6:43:07 batch_cost: 2.2488 data_cost: 0.0009 ips: 12.4509 images/s [11/15 23:15:03] ppdet.engine INFO: Epoch: [47] [2220/3251] learning_rate: 0.107273 loss_vfl: 0.815030 loss_bbox: 0.285139 loss_dfl: 0.179923 loss: 1.296469 eta: 4 days, 6:42:25 batch_cost: 2.2649 data_cost: 0.0009 ips: 12.3628 images/s [11/15 23:15:49] ppdet.engine INFO: Epoch: [47] [2240/3251] learning_rate: 0.107254 loss_vfl: 0.813789 loss_bbox: 0.274160 loss_dfl: 0.180173 loss: 1.269769 eta: 4 days, 6:41:42 batch_cost: 2.1688 data_cost: 0.0013 ips: 12.9104 images/s [11/15 23:16:33] ppdet.engine INFO: Epoch: [47] [2260/3251] learning_rate: 0.107235 loss_vfl: 0.817375 loss_bbox: 0.274915 loss_dfl: 0.180955 loss: 1.275867 eta: 4 days, 6:40:56 batch_cost: 2.0564 data_cost: 0.0010 ips: 13.6163 images/s [11/15 23:17:21] ppdet.engine INFO: Epoch: [47] [2280/3251] learning_rate: 0.107215 loss_vfl: 0.803028 loss_bbox: 0.293917 loss_dfl: 0.197816 loss: 1.317824 eta: 4 days, 6:40:15 batch_cost: 2.2773 data_cost: 0.0011 ips: 12.2951 images/s [11/15 23:18:07] ppdet.engine INFO: Epoch: [47] [2300/3251] learning_rate: 0.107196 loss_vfl: 0.817253 loss_bbox: 0.282892 loss_dfl: 0.192123 loss: 1.289518 eta: 4 days, 6:39:31 batch_cost: 2.1727 data_cost: 0.0011 ips: 12.8875 images/s [11/15 23:18:54] ppdet.engine INFO: Epoch: [47] [2320/3251] learning_rate: 0.107177 loss_vfl: 0.819291 loss_bbox: 0.246513 loss_dfl: 0.170124 loss: 1.255092 eta: 4 days, 6:38:47 batch_cost: 2.1485 data_cost: 0.0010 ips: 13.0321 images/s [11/15 23:19:40] ppdet.engine INFO: Epoch: [47] [2340/3251] learning_rate: 0.107157 loss_vfl: 0.806314 loss_bbox: 0.274651 loss_dfl: 0.183577 loss: 1.275989 eta: 4 days, 6:38:04 batch_cost: 2.2144 data_cost: 0.0013 ips: 12.6446 images/s [11/15 23:20:24] ppdet.engine INFO: Epoch: [47] [2360/3251] learning_rate: 0.107138 loss_vfl: 0.797267 loss_bbox: 0.243901 loss_dfl: 0.175597 loss: 1.236399 eta: 4 days, 6:37:19 batch_cost: 2.0963 data_cost: 0.0010 ips: 13.3570 images/s [11/15 23:21:11] ppdet.engine INFO: Epoch: [47] [2380/3251] learning_rate: 0.107119 loss_vfl: 0.794138 loss_bbox: 0.277195 loss_dfl: 0.176855 loss: 1.261228 eta: 4 days, 6:36:37 batch_cost: 2.2230 data_cost: 0.0009 ips: 12.5956 images/s [11/15 23:21:58] ppdet.engine INFO: Epoch: [47] [2400/3251] learning_rate: 0.107100 loss_vfl: 0.813537 loss_bbox: 0.279970 loss_dfl: 0.184590 loss: 1.273407 eta: 4 days, 6:35:54 batch_cost: 2.2165 data_cost: 0.0010 ips: 12.6323 images/s [11/15 23:22:46] ppdet.engine INFO: Epoch: [47] [2420/3251] learning_rate: 0.107080 loss_vfl: 0.811431 loss_bbox: 0.287509 loss_dfl: 0.188737 loss: 1.274579 eta: 4 days, 6:35:12 batch_cost: 2.2314 data_cost: 0.0011 ips: 12.5484 images/s [11/15 23:23:32] ppdet.engine INFO: Epoch: [47] [2440/3251] learning_rate: 0.107061 loss_vfl: 0.806091 loss_bbox: 0.262570 loss_dfl: 0.177158 loss: 1.273635 eta: 4 days, 6:34:29 batch_cost: 2.2098 data_cost: 0.0010 ips: 12.6708 images/s [11/15 23:24:21] ppdet.engine INFO: Epoch: [47] [2460/3251] learning_rate: 0.107042 loss_vfl: 0.798859 loss_bbox: 0.278151 loss_dfl: 0.188715 loss: 1.259058 eta: 4 days, 6:33:48 batch_cost: 2.2803 data_cost: 0.0011 ips: 12.2790 images/s [11/15 23:25:08] ppdet.engine INFO: Epoch: [47] [2480/3251] learning_rate: 0.107022 loss_vfl: 0.828291 loss_bbox: 0.299923 loss_dfl: 0.202739 loss: 1.349156 eta: 4 days, 6:33:07 batch_cost: 2.2740 data_cost: 0.0010 ips: 12.3130 images/s [11/15 23:25:54] ppdet.engine INFO: Epoch: [47] [2500/3251] learning_rate: 0.107003 loss_vfl: 0.826263 loss_bbox: 0.300572 loss_dfl: 0.196796 loss: 1.302570 eta: 4 days, 6:32:20 batch_cost: 2.0154 data_cost: 0.0011 ips: 13.8932 images/s [11/15 23:26:41] ppdet.engine INFO: Epoch: [47] [2520/3251] learning_rate: 0.106984 loss_vfl: 0.792891 loss_bbox: 0.297751 loss_dfl: 0.198177 loss: 1.308291 eta: 4 days, 6:31:37 batch_cost: 2.1988 data_cost: 0.0012 ips: 12.7341 images/s [11/15 23:27:26] ppdet.engine INFO: Epoch: [47] [2540/3251] learning_rate: 0.106965 loss_vfl: 0.832438 loss_bbox: 0.301371 loss_dfl: 0.194006 loss: 1.340079 eta: 4 days, 6:30:53 batch_cost: 2.1642 data_cost: 0.0010 ips: 12.9378 images/s [11/15 23:28:13] ppdet.engine INFO: Epoch: [47] [2560/3251] learning_rate: 0.106945 loss_vfl: 0.796917 loss_bbox: 0.248385 loss_dfl: 0.173401 loss: 1.225727 eta: 4 days, 6:30:09 batch_cost: 2.1276 data_cost: 0.0019 ips: 13.1602 images/s [11/15 23:29:01] ppdet.engine INFO: Epoch: [47] [2580/3251] learning_rate: 0.106926 loss_vfl: 0.808412 loss_bbox: 0.279029 loss_dfl: 0.188207 loss: 1.288519 eta: 4 days, 6:29:27 batch_cost: 2.2575 data_cost: 0.0010 ips: 12.4029 images/s [11/15 23:29:45] ppdet.engine INFO: Epoch: [47] [2600/3251] learning_rate: 0.106907 loss_vfl: 0.834013 loss_bbox: 0.275171 loss_dfl: 0.181559 loss: 1.266118 eta: 4 days, 6:28:43 batch_cost: 2.1378 data_cost: 0.0009 ips: 13.0973 images/s [11/15 23:30:34] ppdet.engine INFO: Epoch: [47] [2620/3251] learning_rate: 0.106887 loss_vfl: 0.819050 loss_bbox: 0.299486 loss_dfl: 0.198954 loss: 1.305303 eta: 4 days, 6:28:03 batch_cost: 2.3294 data_cost: 0.0010 ips: 12.0200 images/s [11/15 23:31:21] ppdet.engine INFO: Epoch: [47] [2640/3251] learning_rate: 0.106868 loss_vfl: 0.820589 loss_bbox: 0.307089 loss_dfl: 0.201803 loss: 1.304689 eta: 4 days, 6:27:21 batch_cost: 2.2282 data_cost: 0.0010 ips: 12.5663 images/s [11/15 23:32:06] ppdet.engine INFO: Epoch: [47] [2660/3251] learning_rate: 0.106849 loss_vfl: 0.837994 loss_bbox: 0.284202 loss_dfl: 0.193430 loss: 1.265761 eta: 4 days, 6:26:36 batch_cost: 2.1408 data_cost: 0.0012 ips: 13.0794 images/s [11/15 23:32:53] ppdet.engine INFO: Epoch: [47] [2680/3251] learning_rate: 0.106830 loss_vfl: 0.828287 loss_bbox: 0.266639 loss_dfl: 0.170643 loss: 1.287555 eta: 4 days, 6:25:53 batch_cost: 2.1945 data_cost: 0.0010 ips: 12.7589 images/s [11/15 23:33:39] ppdet.engine INFO: Epoch: [47] [2700/3251] learning_rate: 0.106810 loss_vfl: 0.818822 loss_bbox: 0.288249 loss_dfl: 0.188588 loss: 1.314433 eta: 4 days, 6:25:10 batch_cost: 2.1650 data_cost: 0.0009 ips: 12.9328 images/s [11/15 23:34:25] ppdet.engine INFO: Epoch: [47] [2720/3251] learning_rate: 0.106791 loss_vfl: 0.786225 loss_bbox: 0.254390 loss_dfl: 0.175647 loss: 1.233854 eta: 4 days, 6:24:27 batch_cost: 2.2178 data_cost: 0.0015 ips: 12.6254 images/s [11/15 23:35:13] ppdet.engine INFO: Epoch: [47] [2740/3251] learning_rate: 0.106772 loss_vfl: 0.798721 loss_bbox: 0.262831 loss_dfl: 0.178108 loss: 1.224364 eta: 4 days, 6:23:45 batch_cost: 2.2515 data_cost: 0.0011 ips: 12.4362 images/s [11/15 23:36:00] ppdet.engine INFO: Epoch: [47] [2760/3251] learning_rate: 0.106753 loss_vfl: 0.816312 loss_bbox: 0.285101 loss_dfl: 0.179923 loss: 1.255022 eta: 4 days, 6:23:03 batch_cost: 2.2184 data_cost: 0.0010 ips: 12.6216 images/s [11/15 23:36:47] ppdet.engine INFO: Epoch: [47] [2780/3251] learning_rate: 0.106733 loss_vfl: 0.802406 loss_bbox: 0.309420 loss_dfl: 0.198089 loss: 1.317593 eta: 4 days, 6:22:20 batch_cost: 2.2097 data_cost: 0.0012 ips: 12.6716 images/s [11/15 23:37:34] ppdet.engine INFO: Epoch: [47] [2800/3251] learning_rate: 0.106714 loss_vfl: 0.826670 loss_bbox: 0.285892 loss_dfl: 0.193477 loss: 1.292946 eta: 4 days, 6:21:38 batch_cost: 2.2347 data_cost: 0.0010 ips: 12.5295 images/s [11/15 23:38:20] ppdet.engine INFO: Epoch: [47] [2820/3251] learning_rate: 0.106695 loss_vfl: 0.786482 loss_bbox: 0.284512 loss_dfl: 0.188340 loss: 1.267689 eta: 4 days, 6:20:53 batch_cost: 2.1140 data_cost: 0.0010 ips: 13.2451 images/s [11/15 23:39:06] ppdet.engine INFO: Epoch: [47] [2840/3251] learning_rate: 0.106675 loss_vfl: 0.807370 loss_bbox: 0.278627 loss_dfl: 0.188468 loss: 1.317021 eta: 4 days, 6:20:10 batch_cost: 2.2058 data_cost: 0.0011 ips: 12.6940 images/s [11/15 23:39:51] ppdet.engine INFO: Epoch: [47] [2860/3251] learning_rate: 0.106656 loss_vfl: 0.817730 loss_bbox: 0.288793 loss_dfl: 0.182737 loss: 1.316430 eta: 4 days, 6:19:23 batch_cost: 1.9950 data_cost: 0.0009 ips: 14.0353 images/s [11/15 23:40:38] ppdet.engine INFO: Epoch: [47] [2880/3251] learning_rate: 0.106637 loss_vfl: 0.800567 loss_bbox: 0.265758 loss_dfl: 0.178171 loss: 1.264447 eta: 4 days, 6:18:41 batch_cost: 2.2603 data_cost: 0.0010 ips: 12.3878 images/s [11/15 23:41:24] ppdet.engine INFO: Epoch: [47] [2900/3251] learning_rate: 0.106618 loss_vfl: 0.812444 loss_bbox: 0.264350 loss_dfl: 0.167680 loss: 1.245026 eta: 4 days, 6:17:58 batch_cost: 2.1515 data_cost: 0.0016 ips: 13.0145 images/s [11/15 23:42:10] ppdet.engine INFO: Epoch: [47] [2920/3251] learning_rate: 0.106598 loss_vfl: 0.806635 loss_bbox: 0.241242 loss_dfl: 0.167663 loss: 1.230140 eta: 4 days, 6:17:15 batch_cost: 2.2297 data_cost: 0.0009 ips: 12.5579 images/s [11/15 23:42:56] ppdet.engine INFO: Epoch: [47] [2940/3251] learning_rate: 0.106579 loss_vfl: 0.819105 loss_bbox: 0.262975 loss_dfl: 0.176243 loss: 1.250695 eta: 4 days, 6:16:31 batch_cost: 2.1281 data_cost: 0.0013 ips: 13.1570 images/s [11/15 23:43:42] ppdet.engine INFO: Epoch: [47] [2960/3251] learning_rate: 0.106560 loss_vfl: 0.814083 loss_bbox: 0.321048 loss_dfl: 0.208640 loss: 1.356952 eta: 4 days, 6:15:47 batch_cost: 2.1743 data_cost: 0.0010 ips: 12.8777 images/s [11/15 23:44:27] ppdet.engine INFO: Epoch: [47] [2980/3251] learning_rate: 0.106540 loss_vfl: 0.816620 loss_bbox: 0.268033 loss_dfl: 0.186792 loss: 1.240446 eta: 4 days, 6:15:03 batch_cost: 2.1281 data_cost: 0.0009 ips: 13.1575 images/s [11/15 23:45:13] ppdet.engine INFO: Epoch: [47] [3000/3251] learning_rate: 0.106521 loss_vfl: 0.840435 loss_bbox: 0.273354 loss_dfl: 0.190691 loss: 1.296046 eta: 4 days, 6:14:19 batch_cost: 2.1781 data_cost: 0.0009 ips: 12.8552 images/s [11/15 23:45:58] ppdet.engine INFO: Epoch: [47] [3020/3251] learning_rate: 0.106502 loss_vfl: 0.805027 loss_bbox: 0.285247 loss_dfl: 0.196850 loss: 1.315723 eta: 4 days, 6:13:35 batch_cost: 2.1387 data_cost: 0.0009 ips: 13.0923 images/s [11/15 23:46:45] ppdet.engine INFO: Epoch: [47] [3040/3251] learning_rate: 0.106483 loss_vfl: 0.812792 loss_bbox: 0.265271 loss_dfl: 0.179615 loss: 1.264010 eta: 4 days, 6:12:52 batch_cost: 2.2020 data_cost: 0.0011 ips: 12.7156 images/s [11/15 23:47:31] ppdet.engine INFO: Epoch: [47] [3060/3251] learning_rate: 0.106463 loss_vfl: 0.808818 loss_bbox: 0.286247 loss_dfl: 0.182524 loss: 1.260504 eta: 4 days, 6:12:09 batch_cost: 2.1797 data_cost: 0.0009 ips: 12.8456 images/s [11/15 23:48:15] ppdet.engine INFO: Epoch: [47] [3080/3251] learning_rate: 0.106444 loss_vfl: 0.810887 loss_bbox: 0.290999 loss_dfl: 0.195551 loss: 1.258121 eta: 4 days, 6:11:23 batch_cost: 2.0614 data_cost: 0.0009 ips: 13.5830 images/s [11/15 23:49:02] ppdet.engine INFO: Epoch: [47] [3100/3251] learning_rate: 0.106425 loss_vfl: 0.785449 loss_bbox: 0.286757 loss_dfl: 0.191644 loss: 1.271737 eta: 4 days, 6:10:41 batch_cost: 2.2384 data_cost: 0.0010 ips: 12.5091 images/s [11/15 23:49:46] ppdet.engine INFO: Epoch: [47] [3120/3251] learning_rate: 0.106405 loss_vfl: 0.819553 loss_bbox: 0.269137 loss_dfl: 0.170457 loss: 1.268480 eta: 4 days, 6:09:54 batch_cost: 2.0262 data_cost: 0.0010 ips: 13.8187 images/s [11/15 23:50:31] ppdet.engine INFO: Epoch: [47] [3140/3251] learning_rate: 0.106386 loss_vfl: 0.810988 loss_bbox: 0.276563 loss_dfl: 0.183077 loss: 1.266616 eta: 4 days, 6:09:09 batch_cost: 2.1033 data_cost: 0.0010 ips: 13.3123 images/s [11/15 23:51:18] ppdet.engine INFO: Epoch: [47] [3160/3251] learning_rate: 0.106367 loss_vfl: 0.802207 loss_bbox: 0.275523 loss_dfl: 0.181340 loss: 1.255423 eta: 4 days, 6:08:27 batch_cost: 2.2093 data_cost: 0.0011 ips: 12.6738 images/s [11/15 23:52:04] ppdet.engine INFO: Epoch: [47] [3180/3251] learning_rate: 0.106348 loss_vfl: 0.814314 loss_bbox: 0.275420 loss_dfl: 0.190828 loss: 1.260965 eta: 4 days, 6:07:43 batch_cost: 2.1920 data_cost: 0.0009 ips: 12.7737 images/s [11/15 23:52:50] ppdet.engine INFO: Epoch: [47] [3200/3251] learning_rate: 0.106328 loss_vfl: 0.811428 loss_bbox: 0.243050 loss_dfl: 0.167478 loss: 1.193321 eta: 4 days, 6:06:56 batch_cost: 2.0117 data_cost: 0.0019 ips: 13.9189 images/s [11/15 23:53:37] ppdet.engine INFO: Epoch: [47] [3220/3251] learning_rate: 0.106309 loss_vfl: 0.822270 loss_bbox: 0.286638 loss_dfl: 0.188723 loss: 1.292825 eta: 4 days, 6:06:13 batch_cost: 2.1847 data_cost: 0.0019 ips: 12.8165 images/s [11/15 23:54:22] ppdet.engine INFO: Epoch: [47] [3240/3251] learning_rate: 0.106290 loss_vfl: 0.823081 loss_bbox: 0.279997 loss_dfl: 0.186921 loss: 1.291383 eta: 4 days, 6:05:28 batch_cost: 2.0893 data_cost: 0.0014 ips: 13.4017 images/s [11/15 23:54:40] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_lcnet_2_5x_640_mainbody [11/15 23:54:40] ppdet.engine INFO: Eval iter: 0 [11/15 23:55:28] ppdet.engine INFO: Eval iter: 100 [11/15 23:55:56] ppdet.engine INFO: Eval iter: 200 [11/15 23:56:24] ppdet.engine INFO: Eval iter: 300 [11/15 23:56:51] ppdet.engine INFO: Eval iter: 400 [11/15 23:57:18] ppdet.engine INFO: Eval iter: 500 [11/15 23:57:45] ppdet.engine INFO: Eval iter: 600 [11/15 23:58:12] ppdet.engine INFO: Eval iter: 700 [11/15 23:58:40] ppdet.engine INFO: Eval iter: 800 [11/15 23:59:08] ppdet.engine INFO: Eval iter: 900 [11/15 23:59:35] ppdet.engine INFO: Eval iter: 1000 [11/16 00:00:03] ppdet.engine INFO: Eval iter: 1100 [11/16 00:00:28] ppdet.engine INFO: Eval iter: 1200 [11/16 00:00:54] ppdet.engine INFO: Eval iter: 1300 [11/16 00:01:20] ppdet.engine INFO: Eval iter: 1400 [11/16 00:01:46] ppdet.engine INFO: Eval iter: 1500 [11/16 00:02:13] ppdet.engine INFO: Eval iter: 1600 [11/16 00:02:40] ppdet.engine INFO: Eval iter: 1700 [11/16 00:03:08] ppdet.engine INFO: Eval iter: 1800 [11/16 00:03:35] ppdet.engine INFO: Eval iter: 1900 [11/16 00:04:01] ppdet.engine INFO: Eval iter: 2000 [11/16 00:04:29] ppdet.engine INFO: Eval iter: 2100 [11/16 00:04:57] ppdet.engine INFO: Eval iter: 2200 [11/16 00:05:24] ppdet.engine INFO: Eval iter: 2300 [11/16 00:06:24] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json. loading annotations into memory... Done (t=1.20s) creating index... index created! [11/16 00:06:25] ppdet.metrics.coco_utils INFO: Start evaluate... Loading and preparing results... DONE (t=17.96s) creating index... index created! Running per image evaluation... Evaluate annotation type *bbox* DONE (t=379.93s). Accumulating evaluation results... DONE (t=29.63s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.415 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.620 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.442 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.213 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.442 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.562 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.084 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.400 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.605 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.355 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.622 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.774 [11/16 00:13:36] ppdet.engine INFO: Total sample number: 19074, averge FPS: 28.479246766877967 [11/16 00:13:36] ppdet.engine INFO: Best test bbox ap is 0.415. [11/16 00:13:36] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_lcnet_2_5x_640_mainbody [11/16 00:13:38] ppdet.engine INFO: Epoch: [48] [ 0/3251] learning_rate: 0.106279 loss_vfl: 0.825852 loss_bbox: 0.297565 loss_dfl: 0.193400 loss: 1.306545 eta: 4 days, 6:04:49 batch_cost: 1.4057 data_cost: 0.0014 ips: 19.9195 images/s [11/16 00:14:26] ppdet.engine INFO: Epoch: [48] [ 20/3251] learning_rate: 0.106260 loss_vfl: 0.801181 loss_bbox: 0.252300 loss_dfl: 0.174601 loss: 1.229901 eta: 4 days, 6:04:07 batch_cost: 2.2516 data_cost: 0.0011 ips: 12.4354 images/s [11/16 00:15:14] ppdet.engine INFO: Epoch: [48] [ 40/3251] learning_rate: 0.106240 loss_vfl: 0.811249 loss_bbox: 0.303106 loss_dfl: 0.201052 loss: 1.367543 eta: 4 days, 6:03:26 batch_cost: 2.3049 data_cost: 0.0013 ips: 12.1479 images/s [11/16 00:16:02] ppdet.engine INFO: Epoch: [48] [ 60/3251] learning_rate: 0.106221 loss_vfl: 0.807990 loss_bbox: 0.289635 loss_dfl: 0.185915 loss: 1.306656 eta: 4 days, 6:02:44 batch_cost: 2.2334 data_cost: 0.0010 ips: 12.5367 images/s [11/16 00:16:50] ppdet.engine INFO: Epoch: [48] [ 80/3251] learning_rate: 0.106202 loss_vfl: 0.811041 loss_bbox: 0.265576 loss_dfl: 0.180987 loss: 1.243965 eta: 4 days, 6:02:02 batch_cost: 2.2287 data_cost: 0.0012 ips: 12.5632 images/s [11/16 00:17:35] ppdet.engine INFO: Epoch: [48] [ 100/3251] learning_rate: 0.106183 loss_vfl: 0.805106 loss_bbox: 0.276812 loss_dfl: 0.178146 loss: 1.255396 eta: 4 days, 6:01:18 batch_cost: 2.1552 data_cost: 0.0010 ips: 12.9919 images/s [11/16 00:18:22] ppdet.engine INFO: Epoch: [48] [ 120/3251] learning_rate: 0.106163 loss_vfl: 0.804037 loss_bbox: 0.276358 loss_dfl: 0.172201 loss: 1.215618 eta: 4 days, 6:00:34 batch_cost: 2.1392 data_cost: 0.0012 ips: 13.0891 images/s [11/16 00:19:10] ppdet.engine INFO: Epoch: [48] [ 140/3251] learning_rate: 0.106144 loss_vfl: 0.822251 loss_bbox: 0.294272 loss_dfl: 0.191008 loss: 1.312408 eta: 4 days, 5:59:53 batch_cost: 2.2949 data_cost: 0.0010 ips: 12.2009 images/s [11/16 00:19:56] ppdet.engine INFO: Epoch: [48] [ 160/3251] learning_rate: 0.106125 loss_vfl: 0.821536 loss_bbox: 0.296195 loss_dfl: 0.194391 loss: 1.310032 eta: 4 days, 5:59:10 batch_cost: 2.1856 data_cost: 0.0010 ips: 12.8113 images/s [11/16 00:20:43] ppdet.engine INFO: Epoch: [48] [ 180/3251] learning_rate: 0.106105 loss_vfl: 0.802680 loss_bbox: 0.296156 loss_dfl: 0.199276 loss: 1.287957 eta: 4 days, 5:58:27 batch_cost: 2.2065 data_cost: 0.0010 ips: 12.6895 images/s [11/16 00:21:30] ppdet.engine INFO: Epoch: [48] [ 200/3251] learning_rate: 0.106086 loss_vfl: 0.802122 loss_bbox: 0.281237 loss_dfl: 0.177120 loss: 1.245018 eta: 4 days, 5:57:44 batch_cost: 2.1981 data_cost: 0.0010 ips: 12.7385 images/s [11/16 00:22:16] ppdet.engine INFO: Epoch: [48] [ 220/3251] learning_rate: 0.106067 loss_vfl: 0.816112 loss_bbox: 0.259478 loss_dfl: 0.184015 loss: 1.264912 eta: 4 days, 5:57:02 batch_cost: 2.2235 data_cost: 0.0010 ips: 12.5927 images/s [11/16 00:23:03] ppdet.engine INFO: Epoch: [48] [ 240/3251] learning_rate: 0.106048 loss_vfl: 0.813110 loss_bbox: 0.286842 loss_dfl: 0.189685 loss: 1.283841 eta: 4 days, 5:56:19 batch_cost: 2.2171 data_cost: 0.0013 ips: 12.6292 images/s [11/16 00:23:49] ppdet.engine INFO: Epoch: [48] [ 260/3251] learning_rate: 0.106028 loss_vfl: 0.812139 loss_bbox: 0.275042 loss_dfl: 0.172346 loss: 1.269454 eta: 4 days, 5:55:35 batch_cost: 2.1368 data_cost: 0.0009 ips: 13.1036 images/s [11/16 00:24:36] ppdet.engine INFO: Epoch: [48] [ 280/3251] learning_rate: 0.106009 loss_vfl: 0.785804 loss_bbox: 0.225149 loss_dfl: 0.167188 loss: 1.222890 eta: 4 days, 5:54:54 batch_cost: 2.2846 data_cost: 0.0013 ips: 12.2562 images/s [11/16 00:25:22] ppdet.engine INFO: Epoch: [48] [ 300/3251] learning_rate: 0.105990 loss_vfl: 0.797830 loss_bbox: 0.251409 loss_dfl: 0.178141 loss: 1.237412 eta: 4 days, 5:54:11 batch_cost: 2.1867 data_cost: 0.0009 ips: 12.8049 images/s [11/16 00:26:11] ppdet.engine INFO: Epoch: [48] [ 320/3251] learning_rate: 0.105970 loss_vfl: 0.804244 loss_bbox: 0.283697 loss_dfl: 0.190437 loss: 1.261815 eta: 4 days, 5:53:30 batch_cost: 2.3030 data_cost: 0.0009 ips: 12.1580 images/s [11/16 00:26:57] ppdet.engine INFO: Epoch: [48] [ 340/3251] learning_rate: 0.105951 loss_vfl: 0.812925 loss_bbox: 0.257749 loss_dfl: 0.176926 loss: 1.269702 eta: 4 days, 5:52:45 batch_cost: 2.1301 data_cost: 0.0009 ips: 13.1450 images/s [11/16 00:27:44] ppdet.engine INFO: Epoch: [48] [ 360/3251] learning_rate: 0.105932 loss_vfl: 0.788743 loss_bbox: 0.246983 loss_dfl: 0.177174 loss: 1.219165 eta: 4 days, 5:52:03 batch_cost: 2.2341 data_cost: 0.0010 ips: 12.5328 images/s [11/16 00:28:32] ppdet.engine INFO: Epoch: [48] [ 380/3251] learning_rate: 0.105913 loss_vfl: 0.810938 loss_bbox: 0.286822 loss_dfl: 0.189379 loss: 1.256645 eta: 4 days, 5:51:22 batch_cost: 2.2863 data_cost: 0.0009 ips: 12.2469 images/s [11/16 00:29:17] ppdet.engine INFO: Epoch: [48] [ 400/3251] learning_rate: 0.105893 loss_vfl: 0.820870 loss_bbox: 0.324484 loss_dfl: 0.196504 loss: 1.308615 eta: 4 days, 5:50:38 batch_cost: 2.1592 data_cost: 0.0010 ips: 12.9677 images/s [11/16 00:30:05] ppdet.engine INFO: Epoch: [48] [ 420/3251] learning_rate: 0.105874 loss_vfl: 0.805849 loss_bbox: 0.265334 loss_dfl: 0.167984 loss: 1.253257 eta: 4 days, 5:49:58 batch_cost: 2.2949 data_cost: 0.0011 ips: 12.2011 images/s [11/16 00:30:53] ppdet.engine INFO: Epoch: [48] [ 440/3251] learning_rate: 0.105855 loss_vfl: 0.806472 loss_bbox: 0.274432 loss_dfl: 0.183843 loss: 1.267905 eta: 4 days, 5:49:16 batch_cost: 2.2672 data_cost: 0.0009 ips: 12.3502 images/s [11/16 00:31:40] ppdet.engine INFO: Epoch: [48] [ 460/3251] learning_rate: 0.105835 loss_vfl: 0.819327 loss_bbox: 0.284390 loss_dfl: 0.186175 loss: 1.305960 eta: 4 days, 5:48:33 batch_cost: 2.2128 data_cost: 0.0011 ips: 12.6538 images/s [11/16 00:32:25] ppdet.engine INFO: Epoch: [48] [ 480/3251] learning_rate: 0.105816 loss_vfl: 0.816370 loss_bbox: 0.288524 loss_dfl: 0.184367 loss: 1.277376 eta: 4 days, 5:47:49 batch_cost: 2.1403 data_cost: 0.0011 ips: 13.0825 images/s [11/16 00:33:11] ppdet.engine INFO: Epoch: [48] [ 500/3251] learning_rate: 0.105797 loss_vfl: 0.809835 loss_bbox: 0.300186 loss_dfl: 0.190956 loss: 1.277223 eta: 4 days, 5:47:05 batch_cost: 2.1541 data_cost: 0.0009 ips: 12.9984 images/s [11/16 00:34:00] ppdet.engine INFO: Epoch: [48] [ 520/3251] learning_rate: 0.105777 loss_vfl: 0.802695 loss_bbox: 0.332940 loss_dfl: 0.222528 loss: 1.359284 eta: 4 days, 5:46:26 batch_cost: 2.3545 data_cost: 0.0009 ips: 11.8921 images/s [11/16 00:34:45] ppdet.engine INFO: Epoch: [48] [ 540/3251] learning_rate: 0.105758 loss_vfl: 0.802558 loss_bbox: 0.275518 loss_dfl: 0.184909 loss: 1.283196 eta: 4 days, 5:45:41 batch_cost: 2.0931 data_cost: 0.0009 ips: 13.3776 images/s [11/16 00:35:34] ppdet.engine INFO: Epoch: [48] [ 560/3251] learning_rate: 0.105739 loss_vfl: 0.830993 loss_bbox: 0.284505 loss_dfl: 0.179916 loss: 1.287831 eta: 4 days, 5:45:00 batch_cost: 2.3208 data_cost: 0.0012 ips: 12.0648 images/s [11/16 00:36:20] ppdet.engine INFO: Epoch: [48] [ 580/3251] learning_rate: 0.105720 loss_vfl: 0.811712 loss_bbox: 0.258966 loss_dfl: 0.169340 loss: 1.291925 eta: 4 days, 5:44:17 batch_cost: 2.1997 data_cost: 0.0009 ips: 12.7289 images/s [11/16 00:37:08] ppdet.engine INFO: Epoch: [48] [ 600/3251] learning_rate: 0.105700 loss_vfl: 0.781151 loss_bbox: 0.295000 loss_dfl: 0.197371 loss: 1.292769 eta: 4 days, 5:43:37 batch_cost: 2.3208 data_cost: 0.0010 ips: 12.0648 images/s [11/16 00:37:56] ppdet.engine INFO: Epoch: [48] [ 620/3251] learning_rate: 0.105681 loss_vfl: 0.824179 loss_bbox: 0.290726 loss_dfl: 0.192250 loss: 1.302851 eta: 4 days, 5:42:55 batch_cost: 2.2270 data_cost: 0.0010 ips: 12.5729 images/s [11/16 00:38:42] ppdet.engine INFO: Epoch: [48] [ 640/3251] learning_rate: 0.105662 loss_vfl: 0.807031 loss_bbox: 0.278620 loss_dfl: 0.196984 loss: 1.298884 eta: 4 days, 5:42:11 batch_cost: 2.1625 data_cost: 0.0140 ips: 12.9480 images/s [11/16 00:39:30] ppdet.engine INFO: Epoch: [48] [ 660/3251] learning_rate: 0.105642 loss_vfl: 0.822809 loss_bbox: 0.304848 loss_dfl: 0.201363 loss: 1.337934 eta: 4 days, 5:41:30 batch_cost: 2.2804 data_cost: 0.0009 ips: 12.2786 images/s [11/16 00:40:17] ppdet.engine INFO: Epoch: [48] [ 680/3251] learning_rate: 0.105623 loss_vfl: 0.783224 loss_bbox: 0.290852 loss_dfl: 0.199770 loss: 1.297204 eta: 4 days, 5:40:47 batch_cost: 2.2248 data_cost: 0.0011 ips: 12.5857 images/s [11/16 00:41:02] ppdet.engine INFO: Epoch: [48] [ 700/3251] learning_rate: 0.105604 loss_vfl: 0.804405 loss_bbox: 0.257902 loss_dfl: 0.179244 loss: 1.279535 eta: 4 days, 5:40:04 batch_cost: 2.1695 data_cost: 0.0009 ips: 12.9061 images/s [11/16 00:41:48] ppdet.engine INFO: Epoch: [48] [ 720/3251] learning_rate: 0.105585 loss_vfl: 0.787049 loss_bbox: 0.300636 loss_dfl: 0.205512 loss: 1.333113 eta: 4 days, 5:39:20 batch_cost: 2.1670 data_cost: 0.0014 ips: 12.9209 images/s [11/16 00:42:34] ppdet.engine INFO: Epoch: [48] [ 740/3251] learning_rate: 0.105565 loss_vfl: 0.808545 loss_bbox: 0.306543 loss_dfl: 0.203688 loss: 1.301236 eta: 4 days, 5:38:36 batch_cost: 2.1651 data_cost: 0.0009 ips: 12.9324 images/s [11/16 00:43:20] ppdet.engine INFO: Epoch: [48] [ 760/3251] learning_rate: 0.105546 loss_vfl: 0.823521 loss_bbox: 0.307379 loss_dfl: 0.198724 loss: 1.332604 eta: 4 days, 5:37:51 batch_cost: 2.0821 data_cost: 0.0011 ips: 13.4478 images/s [11/16 00:44:08] ppdet.engine INFO: Epoch: [48] [ 780/3251] learning_rate: 0.105527 loss_vfl: 0.802358 loss_bbox: 0.280623 loss_dfl: 0.185631 loss: 1.275427 eta: 4 days, 5:37:09 batch_cost: 2.2449 data_cost: 0.0011 ips: 12.4729 images/s [11/16 00:44:56] ppdet.engine INFO: Epoch: [48] [ 800/3251] learning_rate: 0.105507 loss_vfl: 0.787364 loss_bbox: 0.294799 loss_dfl: 0.191398 loss: 1.262747 eta: 4 days, 5:36:29 batch_cost: 2.3350 data_cost: 0.0010 ips: 11.9916 images/s [11/16 00:45:42] ppdet.engine INFO: Epoch: [48] [ 820/3251] learning_rate: 0.105488 loss_vfl: 0.821380 loss_bbox: 0.283359 loss_dfl: 0.188798 loss: 1.341560 eta: 4 days, 5:35:45 batch_cost: 2.1570 data_cost: 0.0012 ips: 12.9807 images/s [11/16 00:46:27] ppdet.engine INFO: Epoch: [48] [ 840/3251] learning_rate: 0.105469 loss_vfl: 0.835471 loss_bbox: 0.274200 loss_dfl: 0.183014 loss: 1.292973 eta: 4 days, 5:34:59 batch_cost: 2.0735 data_cost: 0.0011 ips: 13.5039 images/s [11/16 00:47:13] ppdet.engine INFO: Epoch: [48] [ 860/3251] learning_rate: 0.105449 loss_vfl: 0.794330 loss_bbox: 0.265241 loss_dfl: 0.182875 loss: 1.248633 eta: 4 days, 5:34:15 batch_cost: 2.1414 data_cost: 0.0012 ips: 13.0756 images/s [11/16 00:48:00] ppdet.engine INFO: Epoch: [48] [ 880/3251] learning_rate: 0.105430 loss_vfl: 0.822408 loss_bbox: 0.274135 loss_dfl: 0.184030 loss: 1.297960 eta: 4 days, 5:33:33 batch_cost: 2.2359 data_cost: 0.0011 ips: 12.5230 images/s [11/16 00:48:50] ppdet.engine INFO: Epoch: [48] [ 900/3251] learning_rate: 0.105411 loss_vfl: 0.807506 loss_bbox: 0.265359 loss_dfl: 0.177808 loss: 1.284330 eta: 4 days, 5:32:53 batch_cost: 2.3140 data_cost: 0.0011 ips: 12.1005 images/s [11/16 00:49:34] ppdet.engine INFO: Epoch: [48] [ 920/3251] learning_rate: 0.105392 loss_vfl: 0.815726 loss_bbox: 0.281953 loss_dfl: 0.176864 loss: 1.277583 eta: 4 days, 5:32:06 batch_cost: 2.0244 data_cost: 0.0010 ips: 13.8316 images/s [11/16 00:50:22] ppdet.engine INFO: Epoch: [48] [ 940/3251] learning_rate: 0.105372 loss_vfl: 0.805042 loss_bbox: 0.278952 loss_dfl: 0.190609 loss: 1.285550 eta: 4 days, 5:31:25 batch_cost: 2.2692 data_cost: 0.0010 ips: 12.3394 images/s [11/16 00:51:10] ppdet.engine INFO: Epoch: [48] [ 960/3251] learning_rate: 0.105353 loss_vfl: 0.818419 loss_bbox: 0.257170 loss_dfl: 0.181204 loss: 1.270259 eta: 4 days, 5:30:42 batch_cost: 2.2406 data_cost: 0.0010 ips: 12.4969 images/s [11/16 00:51:57] ppdet.engine INFO: Epoch: [48] [ 980/3251] learning_rate: 0.105334 loss_vfl: 0.804728 loss_bbox: 0.281189 loss_dfl: 0.179205 loss: 1.270420 eta: 4 days, 5:30:00 batch_cost: 2.2311 data_cost: 0.0010 ips: 12.5499 images/s [11/16 00:52:44] ppdet.engine INFO: Epoch: [48] [1000/3251] learning_rate: 0.105314 loss_vfl: 0.797689 loss_bbox: 0.276957 loss_dfl: 0.186991 loss: 1.273490 eta: 4 days, 5:29:18 batch_cost: 2.2492 data_cost: 0.0011 ips: 12.4488 images/s [11/16 00:53:31] ppdet.engine INFO: Epoch: [48] [1020/3251] learning_rate: 0.105295 loss_vfl: 0.808019 loss_bbox: 0.286686 loss_dfl: 0.181087 loss: 1.291941 eta: 4 days, 5:28:36 batch_cost: 2.2090 data_cost: 0.0017 ips: 12.6756 images/s [11/16 00:54:17] ppdet.engine INFO: Epoch: [48] [1040/3251] learning_rate: 0.105276 loss_vfl: 0.813432 loss_bbox: 0.297874 loss_dfl: 0.201312 loss: 1.331378 eta: 4 days, 5:27:52 batch_cost: 2.1633 data_cost: 0.0010 ips: 12.9430 images/s [11/16 00:55:05] ppdet.engine INFO: Epoch: [48] [1060/3251] learning_rate: 0.105256 loss_vfl: 0.788996 loss_bbox: 0.278406 loss_dfl: 0.187044 loss: 1.238022 eta: 4 days, 5:27:10 batch_cost: 2.2541 data_cost: 0.0010 ips: 12.4216 images/s [11/16 00:55:50] ppdet.engine INFO: Epoch: [48] [1080/3251] learning_rate: 0.105237 loss_vfl: 0.816612 loss_bbox: 0.290852 loss_dfl: 0.183260 loss: 1.278802 eta: 4 days, 5:26:26 batch_cost: 2.1432 data_cost: 0.0009 ips: 13.0648 images/s [11/16 00:56:38] ppdet.engine INFO: Epoch: [48] [1100/3251] learning_rate: 0.105218 loss_vfl: 0.805900 loss_bbox: 0.276863 loss_dfl: 0.186787 loss: 1.263931 eta: 4 days, 5:25:45 batch_cost: 2.3093 data_cost: 0.0010 ips: 12.1248 images/s [11/16 00:57:26] ppdet.engine INFO: Epoch: [48] [1120/3251] learning_rate: 0.105199 loss_vfl: 0.807742 loss_bbox: 0.258013 loss_dfl: 0.183816 loss: 1.247459 eta: 4 days, 5:25:04 batch_cost: 2.2697 data_cost: 0.0009 ips: 12.3367 images/s [11/16 00:58:12] ppdet.engine INFO: Epoch: [48] [1140/3251] learning_rate: 0.105179 loss_vfl: 0.843847 loss_bbox: 0.271336 loss_dfl: 0.196108 loss: 1.304158 eta: 4 days, 5:24:21 batch_cost: 2.2024 data_cost: 0.0011 ips: 12.7132 images/s [11/16 00:59:00] ppdet.engine INFO: Epoch: [48] [1160/3251] learning_rate: 0.105160 loss_vfl: 0.818378 loss_bbox: 0.260941 loss_dfl: 0.182578 loss: 1.263171 eta: 4 days, 5:23:39 batch_cost: 2.2548 data_cost: 0.0020 ips: 12.4178 images/s [11/16 00:59:46] ppdet.engine INFO: Epoch: [48] [1180/3251] learning_rate: 0.105141 loss_vfl: 0.782888 loss_bbox: 0.256169 loss_dfl: 0.172552 loss: 1.213394 eta: 4 days, 5:22:56 batch_cost: 2.1769 data_cost: 0.0010 ips: 12.8625 images/s [11/16 01:00:34] ppdet.engine INFO: Epoch: [48] [1200/3251] learning_rate: 0.105121 loss_vfl: 0.820767 loss_bbox: 0.275797 loss_dfl: 0.187824 loss: 1.286960 eta: 4 days, 5:22:16 batch_cost: 2.3203 data_cost: 0.0009 ips: 12.0672 images/s [11/16 01:01:18] ppdet.engine INFO: Epoch: [48] [1220/3251] learning_rate: 0.105102 loss_vfl: 0.806145 loss_bbox: 0.296041 loss_dfl: 0.189459 loss: 1.284912 eta: 4 days, 5:21:29 batch_cost: 2.0108 data_cost: 0.0009 ips: 13.9246 images/s [11/16 01:02:03] ppdet.engine INFO: Epoch: [48] [1240/3251] learning_rate: 0.105083 loss_vfl: 0.818130 loss_bbox: 0.248332 loss_dfl: 0.175714 loss: 1.242256 eta: 4 days, 5:20:45 batch_cost: 2.1491 data_cost: 0.0009 ips: 13.0289 images/s [11/16 01:02:49] ppdet.engine INFO: Epoch: [48] [1260/3251] learning_rate: 0.105063 loss_vfl: 0.799195 loss_bbox: 0.315717 loss_dfl: 0.201399 loss: 1.296306 eta: 4 days, 5:20:01 batch_cost: 2.1572 data_cost: 0.0010 ips: 12.9801 images/s [11/16 01:03:35] ppdet.engine INFO: Epoch: [48] [1280/3251] learning_rate: 0.105044 loss_vfl: 0.802919 loss_bbox: 0.266372 loss_dfl: 0.174571 loss: 1.256825 eta: 4 days, 5:19:18 batch_cost: 2.2256 data_cost: 0.0010 ips: 12.5806 images/s [11/16 01:04:21] ppdet.engine INFO: Epoch: [48] [1300/3251] learning_rate: 0.105025 loss_vfl: 0.802406 loss_bbox: 0.329415 loss_dfl: 0.213315 loss: 1.326869 eta: 4 days, 5:18:33 batch_cost: 2.0709 data_cost: 0.0010 ips: 13.5210 images/s [11/16 01:05:07] ppdet.engine INFO: Epoch: [48] [1320/3251] learning_rate: 0.105006 loss_vfl: 0.789350 loss_bbox: 0.315229 loss_dfl: 0.200994 loss: 1.305577 eta: 4 days, 5:17:50 batch_cost: 2.2013 data_cost: 0.0011 ips: 12.7195 images/s [11/16 01:05:53] ppdet.engine INFO: Epoch: [48] [1340/3251] learning_rate: 0.104986 loss_vfl: 0.809457 loss_bbox: 0.271017 loss_dfl: 0.185293 loss: 1.257080 eta: 4 days, 5:17:07 batch_cost: 2.1943 data_cost: 0.0009 ips: 12.7601 images/s [11/16 01:06:41] ppdet.engine INFO: Epoch: [48] [1360/3251] learning_rate: 0.104967 loss_vfl: 0.841898 loss_bbox: 0.232432 loss_dfl: 0.172865 loss: 1.250453 eta: 4 days, 5:16:24 batch_cost: 2.2033 data_cost: 0.0009 ips: 12.7082 images/s [11/16 01:07:28] ppdet.engine INFO: Epoch: [48] [1380/3251] learning_rate: 0.104948 loss_vfl: 0.809065 loss_bbox: 0.260262 loss_dfl: 0.193009 loss: 1.258384 eta: 4 days, 5:15:41 batch_cost: 2.2275 data_cost: 0.0010 ips: 12.5701 images/s [11/16 01:08:14] ppdet.engine INFO: Epoch: [48] [1400/3251] learning_rate: 0.104928 loss_vfl: 0.801532 loss_bbox: 0.273164 loss_dfl: 0.182136 loss: 1.271716 eta: 4 days, 5:14:58 batch_cost: 2.1606 data_cost: 0.0011 ips: 12.9592 images/s [11/16 01:09:00] ppdet.engine INFO: Epoch: [48] [1420/3251] learning_rate: 0.104909 loss_vfl: 0.813075 loss_bbox: 0.254894 loss_dfl: 0.187547 loss: 1.243853 eta: 4 days, 5:14:15 batch_cost: 2.1931 data_cost: 0.0009 ips: 12.7674 images/s [11/16 01:09:48] ppdet.engine INFO: Epoch: [48] [1440/3251] learning_rate: 0.104890 loss_vfl: 0.806569 loss_bbox: 0.257301 loss_dfl: 0.177294 loss: 1.263699 eta: 4 days, 5:13:33 batch_cost: 2.2497 data_cost: 0.0010 ips: 12.4462 images/s [11/16 01:10:36] ppdet.engine INFO: Epoch: [48] [1460/3251] learning_rate: 0.104870 loss_vfl: 0.792149 loss_bbox: 0.270213 loss_dfl: 0.185235 loss: 1.258606 eta: 4 days, 5:12:50 batch_cost: 2.1974 data_cost: 0.0009 ips: 12.7424 images/s [11/16 01:11:23] ppdet.engine INFO: Epoch: [48] [1480/3251] learning_rate: 0.104851 loss_vfl: 0.790511 loss_bbox: 0.262330 loss_dfl: 0.179529 loss: 1.241536 eta: 4 days, 5:12:07 batch_cost: 2.1986 data_cost: 0.0010 ips: 12.7351 images/s [11/16 01:12:10] ppdet.engine INFO: Epoch: [48] [1500/3251] learning_rate: 0.104832 loss_vfl: 0.817262 loss_bbox: 0.253246 loss_dfl: 0.166108 loss: 1.266243 eta: 4 days, 5:11:25 batch_cost: 2.2422 data_cost: 0.0010 ips: 12.4877 images/s [11/16 01:12:57] ppdet.engine INFO: Epoch: [48] [1520/3251] learning_rate: 0.104812 loss_vfl: 0.814111 loss_bbox: 0.289840 loss_dfl: 0.187328 loss: 1.297737 eta: 4 days, 5:10:42 batch_cost: 2.2099 data_cost: 0.0012 ips: 12.6704 images/s [11/16 01:13:45] ppdet.engine INFO: Epoch: [48] [1540/3251] learning_rate: 0.104793 loss_vfl: 0.812112 loss_bbox: 0.279234 loss_dfl: 0.175225 loss: 1.297542 eta: 4 days, 5:10:00 batch_cost: 2.2261 data_cost: 0.0011 ips: 12.5783 images/s [11/16 01:14:31] ppdet.engine INFO: Epoch: [48] [1560/3251] learning_rate: 0.104774 loss_vfl: 0.797239 loss_bbox: 0.274025 loss_dfl: 0.184446 loss: 1.250276 eta: 4 days, 5:09:16 batch_cost: 2.1518 data_cost: 0.0009 ips: 13.0123 images/s [11/16 01:15:15] ppdet.engine INFO: Epoch: [48] [1580/3251] learning_rate: 0.104755 loss_vfl: 0.829290 loss_bbox: 0.275851 loss_dfl: 0.182906 loss: 1.269974 eta: 4 days, 5:08:31 batch_cost: 2.1378 data_cost: 0.0009 ips: 13.0978 images/s [11/16 01:16:03] ppdet.engine INFO: Epoch: [48] [1600/3251] learning_rate: 0.104735 loss_vfl: 0.815729 loss_bbox: 0.273859 loss_dfl: 0.184885 loss: 1.283170 eta: 4 days, 5:07:49 batch_cost: 2.2276 data_cost: 0.0016 ips: 12.5695 images/s [11/16 01:16:49] ppdet.engine INFO: Epoch: [48] [1620/3251] learning_rate: 0.104716 loss_vfl: 0.807800 loss_bbox: 0.318244 loss_dfl: 0.206712 loss: 1.327120 eta: 4 days, 5:07:07 batch_cost: 2.2202 data_cost: 0.0010 ips: 12.6116 images/s [11/16 01:17:35] ppdet.engine INFO: Epoch: [48] [1640/3251] learning_rate: 0.104697 loss_vfl: 0.806792 loss_bbox: 0.291347 loss_dfl: 0.191431 loss: 1.291469 eta: 4 days, 5:06:23 batch_cost: 2.1799 data_cost: 0.0009 ips: 12.8447 images/s [11/16 01:18:20] ppdet.engine INFO: Epoch: [48] [1660/3251] learning_rate: 0.104677 loss_vfl: 0.819583 loss_bbox: 0.279184 loss_dfl: 0.181947 loss: 1.258123 eta: 4 days, 5:05:38 batch_cost: 2.0851 data_cost: 0.0014 ips: 13.4287 images/s [11/16 01:19:05] ppdet.engine INFO: Epoch: [48] [1680/3251] learning_rate: 0.104658 loss_vfl: 0.817904 loss_bbox: 0.304620 loss_dfl: 0.192794 loss: 1.279287 eta: 4 days, 5:04:53 batch_cost: 2.1173 data_cost: 0.0015 ips: 13.2243 images/s [11/16 01:19:51] ppdet.engine INFO: Epoch: [48] [1700/3251] learning_rate: 0.104639 loss_vfl: 0.809260 loss_bbox: 0.299978 loss_dfl: 0.199034 loss: 1.308939 eta: 4 days, 5:04:10 batch_cost: 2.2017 data_cost: 0.0015 ips: 12.7177 images/s [11/16 01:20:38] ppdet.engine INFO: Epoch: [48] [1720/3251] learning_rate: 0.104619 loss_vfl: 0.820316 loss_bbox: 0.254432 loss_dfl: 0.175875 loss: 1.259406 eta: 4 days, 5:03:26 batch_cost: 2.1556 data_cost: 0.0011 ips: 12.9892 images/s [11/16 01:21:23] ppdet.engine INFO: Epoch: [48] [1740/3251] learning_rate: 0.104600 loss_vfl: 0.814887 loss_bbox: 0.273918 loss_dfl: 0.179454 loss: 1.280518 eta: 4 days, 5:02:41 batch_cost: 2.1025 data_cost: 0.0010 ips: 13.3176 images/s [11/16 01:22:11] ppdet.engine INFO: Epoch: [48] [1760/3251] learning_rate: 0.104581 loss_vfl: 0.814096 loss_bbox: 0.342046 loss_dfl: 0.212139 loss: 1.342618 eta: 4 days, 5:02:00 batch_cost: 2.2803 data_cost: 0.0009 ips: 12.2792 images/s [11/16 01:22:57] ppdet.engine INFO: Epoch: [48] [1780/3251] learning_rate: 0.104562 loss_vfl: 0.791529 loss_bbox: 0.280246 loss_dfl: 0.188736 loss: 1.300997 eta: 4 days, 5:01:18 batch_cost: 2.2270 data_cost: 0.0016 ips: 12.5728 images/s [11/16 01:23:42] ppdet.engine INFO: Epoch: [48] [1800/3251] learning_rate: 0.104542 loss_vfl: 0.827029 loss_bbox: 0.290779 loss_dfl: 0.200868 loss: 1.300506 eta: 4 days, 5:00:34 batch_cost: 2.1511 data_cost: 0.0011 ips: 13.0163 images/s [11/16 01:24:27] ppdet.engine INFO: Epoch: [48] [1820/3251] learning_rate: 0.104523 loss_vfl: 0.813488 loss_bbox: 0.269399 loss_dfl: 0.181154 loss: 1.268623 eta: 4 days, 4:59:49 batch_cost: 2.1027 data_cost: 0.0011 ips: 13.3161 images/s [11/16 01:25:14] ppdet.engine INFO: Epoch: [48] [1840/3251] learning_rate: 0.104504 loss_vfl: 0.817147 loss_bbox: 0.249750 loss_dfl: 0.179345 loss: 1.246313 eta: 4 days, 4:59:06 batch_cost: 2.1959 data_cost: 0.0010 ips: 12.7512 images/s [11/16 01:26:01] ppdet.engine INFO: Epoch: [48] [1860/3251] learning_rate: 0.104484 loss_vfl: 0.806586 loss_bbox: 0.268028 loss_dfl: 0.184150 loss: 1.284747 eta: 4 days, 4:58:23 batch_cost: 2.2161 data_cost: 0.0012 ips: 12.6348 images/s [11/16 01:26:46] ppdet.engine INFO: Epoch: [48] [1880/3251] learning_rate: 0.104465 loss_vfl: 0.814395 loss_bbox: 0.249694 loss_dfl: 0.170382 loss: 1.240595 eta: 4 days, 4:57:39 batch_cost: 2.1192 data_cost: 0.0011 ips: 13.2125 images/s [11/16 01:27:33] ppdet.engine INFO: Epoch: [48] [1900/3251] learning_rate: 0.104446 loss_vfl: 0.807302 loss_bbox: 0.286213 loss_dfl: 0.193227 loss: 1.294579 eta: 4 days, 4:56:56 batch_cost: 2.2011 data_cost: 0.0012 ips: 12.7206 images/s [11/16 01:28:18] ppdet.engine INFO: Epoch: [48] [1920/3251] learning_rate: 0.104426 loss_vfl: 0.814874 loss_bbox: 0.273651 loss_dfl: 0.184933 loss: 1.283285 eta: 4 days, 4:56:12 batch_cost: 2.1714 data_cost: 0.0009 ips: 12.8949 images/s [11/16 01:29:05] ppdet.engine INFO: Epoch: [48] [1940/3251] learning_rate: 0.104407 loss_vfl: 0.803175 loss_bbox: 0.265089 loss_dfl: 0.186965 loss: 1.281543 eta: 4 days, 4:55:27 batch_cost: 2.1184 data_cost: 0.0009 ips: 13.2176 images/s [11/16 01:29:52] ppdet.engine INFO: Epoch: [48] [1960/3251] learning_rate: 0.104388 loss_vfl: 0.812309 loss_bbox: 0.272738 loss_dfl: 0.172488 loss: 1.262156 eta: 4 days, 4:54:44 batch_cost: 2.1614 data_cost: 0.0009 ips: 12.9544 images/s [11/16 01:30:36] ppdet.engine INFO: Epoch: [48] [1980/3251] learning_rate: 0.104368 loss_vfl: 0.800820 loss_bbox: 0.311065 loss_dfl: 0.189965 loss: 1.324422 eta: 4 days, 4:53:57 batch_cost: 2.0100 data_cost: 0.0012 ips: 13.9301 images/s [11/16 01:31:24] ppdet.engine INFO: Epoch: [48] [2000/3251] learning_rate: 0.104349 loss_vfl: 0.819630 loss_bbox: 0.257322 loss_dfl: 0.182403 loss: 1.282727 eta: 4 days, 4:53:15 batch_cost: 2.2375 data_cost: 0.0010 ips: 12.5141 images/s [11/16 01:32:10] ppdet.engine INFO: Epoch: [48] [2020/3251] learning_rate: 0.104330 loss_vfl: 0.797132 loss_bbox: 0.251437 loss_dfl: 0.171517 loss: 1.226316 eta: 4 days, 4:52:30 batch_cost: 2.1261 data_cost: 0.0009 ips: 13.1694 images/s [11/16 01:32:55] ppdet.engine INFO: Epoch: [48] [2040/3251] learning_rate: 0.104311 loss_vfl: 0.813696 loss_bbox: 0.275704 loss_dfl: 0.192065 loss: 1.272458 eta: 4 days, 4:51:46 batch_cost: 2.1407 data_cost: 0.0009 ips: 13.0800 images/s [11/16 01:33:43] ppdet.engine INFO: Epoch: [48] [2060/3251] learning_rate: 0.104291 loss_vfl: 0.824129 loss_bbox: 0.298291 loss_dfl: 0.195589 loss: 1.330126 eta: 4 days, 4:51:05 batch_cost: 2.2950 data_cost: 0.0009 ips: 12.2005 images/s [11/16 01:34:30] ppdet.engine INFO: Epoch: [48] [2080/3251] learning_rate: 0.104272 loss_vfl: 0.820042 loss_bbox: 0.264475 loss_dfl: 0.165707 loss: 1.244486 eta: 4 days, 4:50:22 batch_cost: 2.1783 data_cost: 0.0011 ips: 12.8542 images/s [11/16 01:35:16] ppdet.engine INFO: Epoch: [48] [2100/3251] learning_rate: 0.104253 loss_vfl: 0.806414 loss_bbox: 0.282382 loss_dfl: 0.179714 loss: 1.278693 eta: 4 days, 4:49:39 batch_cost: 2.2265 data_cost: 0.0009 ips: 12.5757 images/s [11/16 01:36:01] ppdet.engine INFO: Epoch: [48] [2120/3251] learning_rate: 0.104233 loss_vfl: 0.797853 loss_bbox: 0.326237 loss_dfl: 0.189913 loss: 1.328065 eta: 4 days, 4:48:55 batch_cost: 2.1286 data_cost: 0.0010 ips: 13.1540 images/s [11/16 01:36:48] ppdet.engine INFO: Epoch: [48] [2140/3251] learning_rate: 0.104214 loss_vfl: 0.791723 loss_bbox: 0.320836 loss_dfl: 0.209886 loss: 1.296947 eta: 4 days, 4:48:13 batch_cost: 2.2443 data_cost: 0.0009 ips: 12.4758 images/s [11/16 01:37:36] ppdet.engine INFO: Epoch: [48] [2160/3251] learning_rate: 0.104195 loss_vfl: 0.813006 loss_bbox: 0.270004 loss_dfl: 0.169423 loss: 1.252269 eta: 4 days, 4:47:32 batch_cost: 2.3175 data_cost: 0.0009 ips: 12.0820 images/s [11/16 01:38:23] ppdet.engine INFO: Epoch: [48] [2180/3251] learning_rate: 0.104175 loss_vfl: 0.815360 loss_bbox: 0.271799 loss_dfl: 0.182013 loss: 1.273320 eta: 4 days, 4:46:51 batch_cost: 2.2748 data_cost: 0.0010 ips: 12.3088 images/s [11/16 01:39:10] ppdet.engine INFO: Epoch: [48] [2200/3251] learning_rate: 0.104156 loss_vfl: 0.845557 loss_bbox: 0.272552 loss_dfl: 0.173774 loss: 1.298796 eta: 4 days, 4:46:09 batch_cost: 2.2481 data_cost: 0.0009 ips: 12.4548 images/s [11/16 01:39:56] ppdet.engine INFO: Epoch: [48] [2220/3251] learning_rate: 0.104137 loss_vfl: 0.812199 loss_bbox: 0.297189 loss_dfl: 0.196528 loss: 1.323641 eta: 4 days, 4:45:25 batch_cost: 2.1580 data_cost: 0.0011 ips: 12.9752 images/s [11/16 01:40:43] ppdet.engine INFO: Epoch: [48] [2240/3251] learning_rate: 0.104117 loss_vfl: 0.792462 loss_bbox: 0.270452 loss_dfl: 0.184511 loss: 1.264618 eta: 4 days, 4:44:43 batch_cost: 2.2223 data_cost: 0.0011 ips: 12.5997 images/s [11/16 01:41:30] ppdet.engine INFO: Epoch: [48] [2260/3251] learning_rate: 0.104098 loss_vfl: 0.799253 loss_bbox: 0.296326 loss_dfl: 0.197703 loss: 1.298429 eta: 4 days, 4:43:59 batch_cost: 2.1530 data_cost: 0.0011 ips: 13.0054 images/s [11/16 01:42:13] ppdet.engine INFO: Epoch: [48] [2280/3251] learning_rate: 0.104079 loss_vfl: 0.821469 loss_bbox: 0.291165 loss_dfl: 0.190170 loss: 1.311310 eta: 4 days, 4:43:12 batch_cost: 2.0248 data_cost: 0.0010 ips: 13.8285 images/s [11/16 01:43:00] ppdet.engine INFO: Epoch: [48] [2300/3251] learning_rate: 0.104059 loss_vfl: 0.797737 loss_bbox: 0.281921 loss_dfl: 0.179635 loss: 1.254504 eta: 4 days, 4:42:30 batch_cost: 2.2516 data_cost: 0.0010 ips: 12.4358 images/s [11/16 01:43:47] ppdet.engine INFO: Epoch: [48] [2320/3251] learning_rate: 0.104040 loss_vfl: 0.817307 loss_bbox: 0.284400 loss_dfl: 0.187113 loss: 1.255306 eta: 4 days, 4:41:48 batch_cost: 2.2489 data_cost: 0.0009 ips: 12.4506 images/s [11/16 01:44:36] ppdet.engine INFO: Epoch: [48] [2340/3251] learning_rate: 0.104021 loss_vfl: 0.823114 loss_bbox: 0.267433 loss_dfl: 0.174100 loss: 1.271600 eta: 4 days, 4:41:07 batch_cost: 2.2778 data_cost: 0.0009 ips: 12.2923 images/s [11/16 01:45:22] ppdet.engine INFO: Epoch: [48] [2360/3251] learning_rate: 0.104002 loss_vfl: 0.799204 loss_bbox: 0.268830 loss_dfl: 0.177824 loss: 1.278274 eta: 4 days, 4:40:23 batch_cost: 2.1701 data_cost: 0.0009 ips: 12.9027 images/s [11/16 01:46:09] ppdet.engine INFO: Epoch: [48] [2380/3251] learning_rate: 0.103982 loss_vfl: 0.785768 loss_bbox: 0.278096 loss_dfl: 0.183489 loss: 1.277198 eta: 4 days, 4:39:42 batch_cost: 2.2508 data_cost: 0.0010 ips: 12.4400 images/s [11/16 01:46:53] ppdet.engine INFO: Epoch: [48] [2400/3251] learning_rate: 0.103963 loss_vfl: 0.801079 loss_bbox: 0.266208 loss_dfl: 0.178736 loss: 1.259133 eta: 4 days, 4:38:56 batch_cost: 2.0593 data_cost: 0.0009 ips: 13.5972 images/s [11/16 01:47:40] ppdet.engine INFO: Epoch: [48] [2420/3251] learning_rate: 0.103944 loss_vfl: 0.838604 loss_bbox: 0.253844 loss_dfl: 0.175657 loss: 1.278597 eta: 4 days, 4:38:13 batch_cost: 2.1963 data_cost: 0.0009 ips: 12.7485 images/s [11/16 01:48:25] ppdet.engine INFO: Epoch: [48] [2440/3251] learning_rate: 0.103924 loss_vfl: 0.813830 loss_bbox: 0.294423 loss_dfl: 0.197707 loss: 1.302065 eta: 4 days, 4:37:28 batch_cost: 2.1161 data_cost: 0.0011 ips: 13.2319 images/s [11/16 01:49:12] ppdet.engine INFO: Epoch: [48] [2460/3251] learning_rate: 0.103905 loss_vfl: 0.810075 loss_bbox: 0.277291 loss_dfl: 0.178684 loss: 1.273734 eta: 4 days, 4:36:46 batch_cost: 2.2213 data_cost: 0.0009 ips: 12.6051 images/s [11/16 01:49:58] ppdet.engine INFO: Epoch: [48] [2480/3251] learning_rate: 0.103886 loss_vfl: 0.832768 loss_bbox: 0.265445 loss_dfl: 0.168373 loss: 1.262697 eta: 4 days, 4:36:02 batch_cost: 2.1739 data_cost: 0.0011 ips: 12.8800 images/s [11/16 01:50:44] ppdet.engine INFO: Epoch: [48] [2500/3251] learning_rate: 0.103866 loss_vfl: 0.802824 loss_bbox: 0.281216 loss_dfl: 0.192810 loss: 1.276865 eta: 4 days, 4:35:20 batch_cost: 2.2223 data_cost: 0.0012 ips: 12.5996 images/s [11/16 01:51:31] ppdet.engine INFO: Epoch: [48] [2520/3251] learning_rate: 0.103847 loss_vfl: 0.814941 loss_bbox: 0.239069 loss_dfl: 0.161641 loss: 1.230685 eta: 4 days, 4:34:37 batch_cost: 2.2143 data_cost: 0.0015 ips: 12.6448 images/s [11/16 01:52:15] ppdet.engine INFO: Epoch: [48] [2540/3251] learning_rate: 0.103828 loss_vfl: 0.819340 loss_bbox: 0.272520 loss_dfl: 0.184255 loss: 1.289509 eta: 4 days, 4:33:51 batch_cost: 2.0403 data_cost: 0.0010 ips: 13.7238 images/s [11/16 01:53:01] ppdet.engine INFO: Epoch: [48] [2560/3251] learning_rate: 0.103808 loss_vfl: 0.819833 loss_bbox: 0.287724 loss_dfl: 0.193002 loss: 1.300139 eta: 4 days, 4:33:05 batch_cost: 2.0887 data_cost: 0.0020 ips: 13.4056 images/s [11/16 01:53:46] ppdet.engine INFO: Epoch: [48] [2580/3251] learning_rate: 0.103789 loss_vfl: 0.811446 loss_bbox: 0.269389 loss_dfl: 0.175333 loss: 1.268861 eta: 4 days, 4:32:19 batch_cost: 2.0392 data_cost: 0.0010 ips: 13.7309 images/s [11/16 01:54:31] ppdet.engine INFO: Epoch: [48] [2600/3251] learning_rate: 0.103770 loss_vfl: 0.825681 loss_bbox: 0.281897 loss_dfl: 0.184229 loss: 1.285717 eta: 4 days, 4:31:33 batch_cost: 2.0688 data_cost: 0.0012 ips: 13.5345 images/s [11/16 01:55:18] ppdet.engine INFO: Epoch: [48] [2620/3251] learning_rate: 0.103750 loss_vfl: 0.809178 loss_bbox: 0.288308 loss_dfl: 0.184287 loss: 1.293848 eta: 4 days, 4:30:51 batch_cost: 2.2103 data_cost: 0.0009 ips: 12.6681 images/s [11/16 01:56:04] ppdet.engine INFO: Epoch: [48] [2640/3251] learning_rate: 0.103731 loss_vfl: 0.812088 loss_bbox: 0.275112 loss_dfl: 0.193474 loss: 1.296299 eta: 4 days, 4:30:06 batch_cost: 2.1048 data_cost: 0.0010 ips: 13.3027 images/s [11/16 01:56:51] ppdet.engine INFO: Epoch: [48] [2660/3251] learning_rate: 0.103712 loss_vfl: 0.814238 loss_bbox: 0.266755 loss_dfl: 0.170504 loss: 1.249212 eta: 4 days, 4:29:22 batch_cost: 2.1555 data_cost: 0.0009 ips: 12.9900 images/s [11/16 01:57:37] ppdet.engine INFO: Epoch: [48] [2680/3251] learning_rate: 0.103693 loss_vfl: 0.783298 loss_bbox: 0.298364 loss_dfl: 0.196997 loss: 1.290449 eta: 4 days, 4:28:38 batch_cost: 2.1610 data_cost: 0.0014 ips: 12.9571 images/s [11/16 01:58:22] ppdet.engine INFO: Epoch: [48] [2700/3251] learning_rate: 0.103673 loss_vfl: 0.814134 loss_bbox: 0.293880 loss_dfl: 0.196491 loss: 1.312179 eta: 4 days, 4:27:54 batch_cost: 2.1679 data_cost: 0.0009 ips: 12.9156 images/s [11/16 01:59:09] ppdet.engine INFO: Epoch: [48] [2720/3251] learning_rate: 0.103654 loss_vfl: 0.822534 loss_bbox: 0.275212 loss_dfl: 0.188346 loss: 1.280323 eta: 4 days, 4:27:11 batch_cost: 2.1728 data_cost: 0.0010 ips: 12.8865 images/s [11/16 01:59:56] ppdet.engine INFO: Epoch: [48] [2740/3251] learning_rate: 0.103635 loss_vfl: 0.825646 loss_bbox: 0.311300 loss_dfl: 0.201794 loss: 1.360322 eta: 4 days, 4:26:29 batch_cost: 2.2411 data_cost: 0.0010 ips: 12.4939 images/s [11/16 02:00:44] ppdet.engine INFO: Epoch: [48] [2760/3251] learning_rate: 0.103615 loss_vfl: 0.820367 loss_bbox: 0.277208 loss_dfl: 0.171852 loss: 1.272815 eta: 4 days, 4:25:47 batch_cost: 2.2695 data_cost: 0.0010 ips: 12.3373 images/s [11/16 02:01:32] ppdet.engine INFO: Epoch: [48] [2780/3251] learning_rate: 0.103596 loss_vfl: 0.817974 loss_bbox: 0.261408 loss_dfl: 0.186876 loss: 1.281157 eta: 4 days, 4:25:06 batch_cost: 2.2870 data_cost: 0.0011 ips: 12.2431 images/s [11/16 02:02:19] ppdet.engine INFO: Epoch: [48] [2800/3251] learning_rate: 0.103577 loss_vfl: 0.790934 loss_bbox: 0.314936 loss_dfl: 0.205536 loss: 1.324063 eta: 4 days, 4:24:24 batch_cost: 2.2377 data_cost: 0.0014 ips: 12.5131 images/s [11/16 02:03:05] ppdet.engine INFO: Epoch: [48] [2820/3251] learning_rate: 0.103557 loss_vfl: 0.813400 loss_bbox: 0.268279 loss_dfl: 0.186963 loss: 1.278982 eta: 4 days, 4:23:41 batch_cost: 2.2011 data_cost: 0.0010 ips: 12.7208 images/s [11/16 02:03:52] ppdet.engine INFO: Epoch: [48] [2840/3251] learning_rate: 0.103538 loss_vfl: 0.809212 loss_bbox: 0.296268 loss_dfl: 0.198493 loss: 1.313064 eta: 4 days, 4:22:59 batch_cost: 2.2190 data_cost: 0.0011 ips: 12.6181 images/s [11/16 02:04:40] ppdet.engine INFO: Epoch: [48] [2860/3251] learning_rate: 0.103519 loss_vfl: 0.812601 loss_bbox: 0.242249 loss_dfl: 0.166639 loss: 1.228324 eta: 4 days, 4:22:18 batch_cost: 2.3140 data_cost: 0.0012 ips: 12.1003 images/s [11/16 02:05:26] ppdet.engine INFO: Epoch: [48] [2880/3251] learning_rate: 0.103499 loss_vfl: 0.820699 loss_bbox: 0.301414 loss_dfl: 0.186406 loss: 1.289456 eta: 4 days, 4:21:35 batch_cost: 2.1797 data_cost: 0.0010 ips: 12.8456 images/s Corrupt JPEG data: 33378 extraneous bytes before marker 0xe2 [11/16 02:06:14] ppdet.engine INFO: Epoch: [48] [2900/3251] learning_rate: 0.103480 loss_vfl: 0.807068 loss_bbox: 0.275816 loss_dfl: 0.179715 loss: 1.301637 eta: 4 days, 4:20:51 batch_cost: 2.1778 data_cost: 0.0010 ips: 12.8569 images/s [11/16 02:07:01] ppdet.engine INFO: Epoch: [48] [2920/3251] learning_rate: 0.103461 loss_vfl: 0.784552 loss_bbox: 0.252695 loss_dfl: 0.172021 loss: 1.209671 eta: 4 days, 4:20:09 batch_cost: 2.2500 data_cost: 0.0009 ips: 12.4444 images/s [11/16 02:07:45] ppdet.engine INFO: Epoch: [48] [2940/3251] learning_rate: 0.103441 loss_vfl: 0.773720 loss_bbox: 0.275460 loss_dfl: 0.184556 loss: 1.249307 eta: 4 days, 4:19:23 batch_cost: 2.0332 data_cost: 0.0017 ips: 13.7711 images/s [11/16 02:08:29] ppdet.engine INFO: Epoch: [48] [2960/3251] learning_rate: 0.103422 loss_vfl: 0.841726 loss_bbox: 0.264174 loss_dfl: 0.176062 loss: 1.267486 eta: 4 days, 4:18:37 batch_cost: 2.0629 data_cost: 0.0009 ips: 13.5732 images/s [11/16 02:09:17] ppdet.engine INFO: Epoch: [48] [2980/3251] learning_rate: 0.103403 loss_vfl: 0.801259 loss_bbox: 0.305145 loss_dfl: 0.204587 loss: 1.304779 eta: 4 days, 4:17:56 batch_cost: 2.2704 data_cost: 0.0009 ips: 12.3325 images/s [11/16 02:10:03] ppdet.engine INFO: Epoch: [48] [3000/3251] learning_rate: 0.103383 loss_vfl: 0.827914 loss_bbox: 0.327115 loss_dfl: 0.215297 loss: 1.352802 eta: 4 days, 4:17:12 batch_cost: 2.1613 data_cost: 0.0011 ips: 12.9554 images/s [11/16 02:10:50] ppdet.engine INFO: Epoch: [48] [3020/3251] learning_rate: 0.103364 loss_vfl: 0.802331 loss_bbox: 0.285333 loss_dfl: 0.179957 loss: 1.292030 eta: 4 days, 4:16:29 batch_cost: 2.1942 data_cost: 0.0009 ips: 12.7608 images/s [11/16 02:11:36] ppdet.engine INFO: Epoch: [48] [3040/3251] learning_rate: 0.103345 loss_vfl: 0.821376 loss_bbox: 0.281428 loss_dfl: 0.179976 loss: 1.294009 eta: 4 days, 4:15:43 batch_cost: 2.0580 data_cost: 0.0009 ips: 13.6055 images/s [11/16 02:12:20] ppdet.engine INFO: Epoch: [48] [3060/3251] learning_rate: 0.103326 loss_vfl: 0.803951 loss_bbox: 0.277380 loss_dfl: 0.183794 loss: 1.311755 eta: 4 days, 4:14:57 batch_cost: 2.0561 data_cost: 0.0010 ips: 13.6181 images/s [11/16 02:13:08] ppdet.engine INFO: Epoch: [48] [3080/3251] learning_rate: 0.103306 loss_vfl: 0.806186 loss_bbox: 0.292883 loss_dfl: 0.183044 loss: 1.297699 eta: 4 days, 4:14:16 batch_cost: 2.2846 data_cost: 0.0011 ips: 12.2561 images/s [11/16 02:13:54] ppdet.engine INFO: Epoch: [48] [3100/3251] learning_rate: 0.103287 loss_vfl: 0.822918 loss_bbox: 0.259787 loss_dfl: 0.180874 loss: 1.269298 eta: 4 days, 4:13:32 batch_cost: 2.1785 data_cost: 0.0009 ips: 12.8531 images/s [11/16 02:14:39] ppdet.engine INFO: Epoch: [48] [3120/3251] learning_rate: 0.103268 loss_vfl: 0.797417 loss_bbox: 0.278292 loss_dfl: 0.180990 loss: 1.279029 eta: 4 days, 4:12:49 batch_cost: 2.1794 data_cost: 0.0010 ips: 12.8475 images/s [11/16 02:15:26] ppdet.engine INFO: Epoch: [48] [3140/3251] learning_rate: 0.103248 loss_vfl: 0.806226 loss_bbox: 0.280678 loss_dfl: 0.185149 loss: 1.263820 eta: 4 days, 4:12:05 batch_cost: 2.1695 data_cost: 0.0010 ips: 12.9064 images/s [11/16 02:16:14] ppdet.engine INFO: Epoch: [48] [3160/3251] learning_rate: 0.103229 loss_vfl: 0.824121 loss_bbox: 0.268686 loss_dfl: 0.190012 loss: 1.270075 eta: 4 days, 4:11:25 batch_cost: 2.3210 data_cost: 0.0009 ips: 12.0638 images/s [11/16 02:17:01] ppdet.engine INFO: Epoch: [48] [3180/3251] learning_rate: 0.103210 loss_vfl: 0.783444 loss_bbox: 0.288937 loss_dfl: 0.189995 loss: 1.287695 eta: 4 days, 4:10:42 batch_cost: 2.2170 data_cost: 0.0010 ips: 12.6294 images/s [11/16 02:17:46] ppdet.engine INFO: Epoch: [48] [3200/3251] learning_rate: 0.103190 loss_vfl: 0.812972 loss_bbox: 0.265233 loss_dfl: 0.178409 loss: 1.259991 eta: 4 days, 4:09:58 batch_cost: 2.1316 data_cost: 0.0010 ips: 13.1354 images/s [11/16 02:18:32] ppdet.engine INFO: Epoch: [48] [3220/3251] learning_rate: 0.103171 loss_vfl: 0.812992 loss_bbox: 0.263203 loss_dfl: 0.187421 loss: 1.299091 eta: 4 days, 4:09:15 batch_cost: 2.1775 data_cost: 0.0010 ips: 12.8591 images/s [11/16 02:19:19] ppdet.engine INFO: Epoch: [48] [3240/3251] learning_rate: 0.103152 loss_vfl: 0.806578 loss_bbox: 0.268769 loss_dfl: 0.184779 loss: 1.267548 eta: 4 days, 4:08:32 batch_cost: 2.2071 data_cost: 0.0014 ips: 12.6864 images/s [11/16 02:19:59] ppdet.engine INFO: Epoch: [49] [ 0/3251] learning_rate: 0.103141 loss_vfl: 0.811024 loss_bbox: 0.301161 loss_dfl: 0.199943 loss: 1.307344 eta: 4 days, 4:08:16 batch_cost: 2.5550 data_cost: 0.8962 ips: 10.9589 images/s [11/16 02:20:52] ppdet.engine INFO: Epoch: [49] [ 20/3251] learning_rate: 0.103122 loss_vfl: 0.824708 loss_bbox: 0.304898 loss_dfl: 0.181975 loss: 1.302777 eta: 4 days, 4:07:40 batch_cost: 2.5392 data_cost: 0.0009 ips: 11.0269 images/s [11/16 02:21:40] ppdet.engine INFO: Epoch: [49] [ 40/3251] learning_rate: 0.103102 loss_vfl: 0.817713 loss_bbox: 0.250752 loss_dfl: 0.180979 loss: 1.269592 eta: 4 days, 4:06:58 batch_cost: 2.2386 data_cost: 0.0010 ips: 12.5078 images/s [11/16 02:22:25] ppdet.engine INFO: Epoch: [49] [ 60/3251] learning_rate: 0.103083 loss_vfl: 0.821838 loss_bbox: 0.278883 loss_dfl: 0.181516 loss: 1.244471 eta: 4 days, 4:06:13 batch_cost: 2.1374 data_cost: 0.0011 ips: 13.1002 images/s [11/16 02:23:11] ppdet.engine INFO: Epoch: [49] [ 80/3251] learning_rate: 0.103064 loss_vfl: 0.811580 loss_bbox: 0.307702 loss_dfl: 0.196080 loss: 1.296602 eta: 4 days, 4:05:30 batch_cost: 2.1647 data_cost: 0.0011 ips: 12.9350 images/s [11/16 02:23:58] ppdet.engine INFO: Epoch: [49] [ 100/3251] learning_rate: 0.103044 loss_vfl: 0.839490 loss_bbox: 0.274908 loss_dfl: 0.176617 loss: 1.295566 eta: 4 days, 4:04:47 batch_cost: 2.2109 data_cost: 0.0011 ips: 12.6646 images/s [11/16 02:24:42] ppdet.engine INFO: Epoch: [49] [ 120/3251] learning_rate: 0.103025 loss_vfl: 0.795051 loss_bbox: 0.254443 loss_dfl: 0.176634 loss: 1.248932 eta: 4 days, 4:04:01 batch_cost: 2.0708 data_cost: 0.0010 ips: 13.5212 images/s [11/16 02:25:29] ppdet.engine INFO: Epoch: [49] [ 140/3251] learning_rate: 0.103006 loss_vfl: 0.808294 loss_bbox: 0.267667 loss_dfl: 0.177471 loss: 1.290380 eta: 4 days, 4:03:19 batch_cost: 2.2103 data_cost: 0.0010 ips: 12.6681 images/s [11/16 02:26:14] ppdet.engine INFO: Epoch: [49] [ 160/3251] learning_rate: 0.102987 loss_vfl: 0.808480 loss_bbox: 0.265880 loss_dfl: 0.171572 loss: 1.246348 eta: 4 days, 4:02:33 batch_cost: 2.0663 data_cost: 0.0019 ips: 13.5508 images/s [11/16 02:27:01] ppdet.engine INFO: Epoch: [49] [ 180/3251] learning_rate: 0.102967 loss_vfl: 0.797108 loss_bbox: 0.273518 loss_dfl: 0.182528 loss: 1.248236 eta: 4 days, 4:01:50 batch_cost: 2.2190 data_cost: 0.0009 ips: 12.6185 images/s [11/16 02:27:48] ppdet.engine INFO: Epoch: [49] [ 200/3251] learning_rate: 0.102948 loss_vfl: 0.795168 loss_bbox: 0.260826 loss_dfl: 0.169889 loss: 1.224555 eta: 4 days, 4:01:08 batch_cost: 2.2266 data_cost: 0.0010 ips: 12.5755 images/s [11/16 02:28:35] ppdet.engine INFO: Epoch: [49] [ 220/3251] learning_rate: 0.102929 loss_vfl: 0.798280 loss_bbox: 0.283105 loss_dfl: 0.198090 loss: 1.267831 eta: 4 days, 4:00:26 batch_cost: 2.2536 data_cost: 0.0011 ips: 12.4244 images/s [11/16 02:29:22] ppdet.engine INFO: Epoch: [49] [ 240/3251] learning_rate: 0.102909 loss_vfl: 0.803178 loss_bbox: 0.301926 loss_dfl: 0.197726 loss: 1.300517 eta: 4 days, 3:59:42 batch_cost: 2.1193 data_cost: 0.0014 ips: 13.2122 images/s [11/16 02:30:07] ppdet.engine INFO: Epoch: [49] [ 260/3251] learning_rate: 0.102890 loss_vfl: 0.822493 loss_bbox: 0.286837 loss_dfl: 0.193568 loss: 1.293585 eta: 4 days, 3:58:58 batch_cost: 2.1666 data_cost: 0.0009 ips: 12.9234 images/s [11/16 02:30:55] ppdet.engine INFO: Epoch: [49] [ 280/3251] learning_rate: 0.102871 loss_vfl: 0.817039 loss_bbox: 0.302042 loss_dfl: 0.206104 loss: 1.313038 eta: 4 days, 3:58:16 batch_cost: 2.2765 data_cost: 0.0086 ips: 12.2998 images/s [11/16 02:31:41] ppdet.engine INFO: Epoch: [49] [ 300/3251] learning_rate: 0.102851 loss_vfl: 0.789825 loss_bbox: 0.313578 loss_dfl: 0.205209 loss: 1.332093 eta: 4 days, 3:57:33 batch_cost: 2.1798 data_cost: 0.0010 ips: 12.8451 images/s [11/16 02:32:28] ppdet.engine INFO: Epoch: [49] [ 320/3251] learning_rate: 0.102832 loss_vfl: 0.812336 loss_bbox: 0.276936 loss_dfl: 0.176875 loss: 1.257448 eta: 4 days, 3:56:51 batch_cost: 2.2219 data_cost: 0.0011 ips: 12.6019 images/s [11/16 02:33:14] ppdet.engine INFO: Epoch: [49] [ 340/3251] learning_rate: 0.102813 loss_vfl: 0.824691 loss_bbox: 0.262982 loss_dfl: 0.186845 loss: 1.262105 eta: 4 days, 3:56:08 batch_cost: 2.2122 data_cost: 0.0009 ips: 12.6568 images/s [11/16 02:34:02] ppdet.engine INFO: Epoch: [49] [ 360/3251] learning_rate: 0.102793 loss_vfl: 0.805324 loss_bbox: 0.293114 loss_dfl: 0.196344 loss: 1.290251 eta: 4 days, 3:55:26 batch_cost: 2.2278 data_cost: 0.0010 ips: 12.5684 images/s [11/16 02:34:47] ppdet.engine INFO: Epoch: [49] [ 380/3251] learning_rate: 0.102774 loss_vfl: 0.801293 loss_bbox: 0.253357 loss_dfl: 0.171372 loss: 1.237844 eta: 4 days, 3:54:42 batch_cost: 2.1605 data_cost: 0.0015 ips: 12.9601 images/s [11/16 02:35:33] ppdet.engine INFO: Epoch: [49] [ 400/3251] learning_rate: 0.102755 loss_vfl: 0.843394 loss_bbox: 0.259209 loss_dfl: 0.173242 loss: 1.271857 eta: 4 days, 3:53:59 batch_cost: 2.1850 data_cost: 0.0010 ips: 12.8149 images/s [11/16 02:36:18] ppdet.engine INFO: Epoch: [49] [ 420/3251] learning_rate: 0.102735 loss_vfl: 0.829602 loss_bbox: 0.255138 loss_dfl: 0.175154 loss: 1.263794 eta: 4 days, 3:53:14 batch_cost: 2.1192 data_cost: 0.0010 ips: 13.2128 images/s [11/16 02:37:08] ppdet.engine INFO: Epoch: [49] [ 440/3251] learning_rate: 0.102716 loss_vfl: 0.804423 loss_bbox: 0.304475 loss_dfl: 0.201844 loss: 1.322751 eta: 4 days, 3:52:35 batch_cost: 2.3948 data_cost: 0.0017 ips: 11.6919 images/s [11/16 02:37:56] ppdet.engine INFO: Epoch: [49] [ 460/3251] learning_rate: 0.102697 loss_vfl: 0.787359 loss_bbox: 0.233207 loss_dfl: 0.166615 loss: 1.177195 eta: 4 days, 3:51:52 batch_cost: 2.2152 data_cost: 0.0012 ips: 12.6397 images/s [11/16 02:38:44] ppdet.engine INFO: Epoch: [49] [ 480/3251] learning_rate: 0.102677 loss_vfl: 0.802412 loss_bbox: 0.329200 loss_dfl: 0.202590 loss: 1.309803 eta: 4 days, 3:51:11 batch_cost: 2.2995 data_cost: 0.0014 ips: 12.1767 images/s [11/16 02:39:28] ppdet.engine INFO: Epoch: [49] [ 500/3251] learning_rate: 0.102658 loss_vfl: 0.809433 loss_bbox: 0.246475 loss_dfl: 0.173323 loss: 1.239854 eta: 4 days, 3:50:25 batch_cost: 2.0561 data_cost: 0.0009 ips: 13.6179 images/s [11/16 02:40:17] ppdet.engine INFO: Epoch: [49] [ 520/3251] learning_rate: 0.102639 loss_vfl: 0.819414 loss_bbox: 0.264482 loss_dfl: 0.180719 loss: 1.248740 eta: 4 days, 3:49:45 batch_cost: 2.3076 data_cost: 0.0010 ips: 12.1339 images/s [11/16 02:41:03] ppdet.engine INFO: Epoch: [49] [ 540/3251] learning_rate: 0.102619 loss_vfl: 0.800388 loss_bbox: 0.283792 loss_dfl: 0.192544 loss: 1.241806 eta: 4 days, 3:49:00 batch_cost: 2.1332 data_cost: 0.0011 ips: 13.1260 images/s [11/16 02:41:51] ppdet.engine INFO: Epoch: [49] [ 560/3251] learning_rate: 0.102600 loss_vfl: 0.819061 loss_bbox: 0.285870 loss_dfl: 0.197601 loss: 1.291339 eta: 4 days, 3:48:19 batch_cost: 2.2858 data_cost: 0.0013 ips: 12.2498 images/s [11/16 02:42:36] ppdet.engine INFO: Epoch: [49] [ 580/3251] learning_rate: 0.102581 loss_vfl: 0.806446 loss_bbox: 0.234146 loss_dfl: 0.166192 loss: 1.191049 eta: 4 days, 3:47:35 batch_cost: 2.1368 data_cost: 0.0009 ips: 13.1037 images/s [11/16 02:43:22] ppdet.engine INFO: Epoch: [49] [ 600/3251] learning_rate: 0.102562 loss_vfl: 0.808216 loss_bbox: 0.256687 loss_dfl: 0.180062 loss: 1.260094 eta: 4 days, 3:46:51 batch_cost: 2.1310 data_cost: 0.0015 ips: 13.1395 images/s [11/16 02:44:06] ppdet.engine INFO: Epoch: [49] [ 620/3251] learning_rate: 0.102542 loss_vfl: 0.789562 loss_bbox: 0.286886 loss_dfl: 0.200611 loss: 1.291095 eta: 4 days, 3:46:05 batch_cost: 2.0530 data_cost: 0.0010 ips: 13.6384 images/s [11/16 02:44:54] ppdet.engine INFO: Epoch: [49] [ 640/3251] learning_rate: 0.102523 loss_vfl: 0.838209 loss_bbox: 0.255158 loss_dfl: 0.179824 loss: 1.286326 eta: 4 days, 3:45:23 batch_cost: 2.2747 data_cost: 0.0009 ips: 12.3093 images/s [11/16 02:45:41] ppdet.engine INFO: Epoch: [49] [ 660/3251] learning_rate: 0.102504 loss_vfl: 0.786392 loss_bbox: 0.238083 loss_dfl: 0.160402 loss: 1.194989 eta: 4 days, 3:44:41 batch_cost: 2.2498 data_cost: 0.0012 ips: 12.4454 images/s [11/16 02:46:28] ppdet.engine INFO: Epoch: [49] [ 680/3251] learning_rate: 0.102484 loss_vfl: 0.821732 loss_bbox: 0.274079 loss_dfl: 0.173959 loss: 1.287550 eta: 4 days, 3:43:58 batch_cost: 2.1916 data_cost: 0.0015 ips: 12.7758 images/s [11/16 02:47:13] ppdet.engine INFO: Epoch: [49] [ 700/3251] learning_rate: 0.102465 loss_vfl: 0.815997 loss_bbox: 0.303071 loss_dfl: 0.194863 loss: 1.315101 eta: 4 days, 3:43:14 batch_cost: 2.1226 data_cost: 0.0009 ips: 13.1914 images/s [11/16 02:47:59] ppdet.engine INFO: Epoch: [49] [ 720/3251] learning_rate: 0.102446 loss_vfl: 0.803642 loss_bbox: 0.258249 loss_dfl: 0.170101 loss: 1.254122 eta: 4 days, 3:42:29 batch_cost: 2.1388 data_cost: 0.0013 ips: 13.0913 images/s [11/16 02:48:46] ppdet.engine INFO: Epoch: [49] [ 740/3251] learning_rate: 0.102426 loss_vfl: 0.815852 loss_bbox: 0.283580 loss_dfl: 0.192353 loss: 1.322321 eta: 4 days, 3:41:48 batch_cost: 2.2602 data_cost: 0.0010 ips: 12.3881 images/s [11/16 02:49:33] ppdet.engine INFO: Epoch: [49] [ 760/3251] learning_rate: 0.102407 loss_vfl: 0.814469 loss_bbox: 0.298395 loss_dfl: 0.189405 loss: 1.309590 eta: 4 days, 3:41:04 batch_cost: 2.1614 data_cost: 0.0011 ips: 12.9548 images/s [11/16 02:50:20] ppdet.engine INFO: Epoch: [49] [ 780/3251] learning_rate: 0.102388 loss_vfl: 0.807199 loss_bbox: 0.252380 loss_dfl: 0.177390 loss: 1.237880 eta: 4 days, 3:40:20 batch_cost: 2.1797 data_cost: 0.0009 ips: 12.8458 images/s [11/16 02:51:05] ppdet.engine INFO: Epoch: [49] [ 800/3251] learning_rate: 0.102368 loss_vfl: 0.821609 loss_bbox: 0.285209 loss_dfl: 0.178675 loss: 1.295745 eta: 4 days, 3:39:35 batch_cost: 2.0804 data_cost: 0.0010 ips: 13.4590 images/s [11/16 02:51:52] ppdet.engine INFO: Epoch: [49] [ 820/3251] learning_rate: 0.102349 loss_vfl: 0.804202 loss_bbox: 0.263674 loss_dfl: 0.176386 loss: 1.245535 eta: 4 days, 3:38:53 batch_cost: 2.2569 data_cost: 0.0016 ips: 12.4066 images/s [11/16 02:52:38] ppdet.engine INFO: Epoch: [49] [ 840/3251] learning_rate: 0.102330 loss_vfl: 0.803857 loss_bbox: 0.223785 loss_dfl: 0.162750 loss: 1.194946 eta: 4 days, 3:38:09 batch_cost: 2.1504 data_cost: 0.0010 ips: 13.0210 images/s [11/16 02:53:21] ppdet.engine INFO: Epoch: [49] [ 860/3251] learning_rate: 0.102310 loss_vfl: 0.805732 loss_bbox: 0.286250 loss_dfl: 0.184181 loss: 1.285909 eta: 4 days, 3:37:22 batch_cost: 2.0059 data_cost: 0.0010 ips: 13.9586 images/s [11/16 02:54:08] ppdet.engine INFO: Epoch: [49] [ 880/3251] learning_rate: 0.102291 loss_vfl: 0.783117 loss_bbox: 0.307035 loss_dfl: 0.196969 loss: 1.318614 eta: 4 days, 3:36:39 batch_cost: 2.2036 data_cost: 0.0011 ips: 12.7063 images/s [11/16 02:54:55] ppdet.engine INFO: Epoch: [49] [ 900/3251] learning_rate: 0.102272 loss_vfl: 0.798136 loss_bbox: 0.255402 loss_dfl: 0.172108 loss: 1.209473 eta: 4 days, 3:35:57 batch_cost: 2.2384 data_cost: 0.0015 ips: 12.5088 images/s [11/16 02:55:43] ppdet.engine INFO: Epoch: [49] [ 920/3251] learning_rate: 0.102252 loss_vfl: 0.810605 loss_bbox: 0.269484 loss_dfl: 0.180776 loss: 1.268794 eta: 4 days, 3:35:15 batch_cost: 2.2496 data_cost: 0.0012 ips: 12.4465 images/s [11/16 02:56:28] ppdet.engine INFO: Epoch: [49] [ 940/3251] learning_rate: 0.102233 loss_vfl: 0.821299 loss_bbox: 0.330965 loss_dfl: 0.210327 loss: 1.373652 eta: 4 days, 3:34:30 batch_cost: 2.0839 data_cost: 0.0012 ips: 13.4366 images/s [11/16 02:57:16] ppdet.engine INFO: Epoch: [49] [ 960/3251] learning_rate: 0.102214 loss_vfl: 0.806572 loss_bbox: 0.281329 loss_dfl: 0.191799 loss: 1.304164 eta: 4 days, 3:33:47 batch_cost: 2.2212 data_cost: 0.0011 ips: 12.6060 images/s [11/16 02:58:02] ppdet.engine INFO: Epoch: [49] [ 980/3251] learning_rate: 0.102194 loss_vfl: 0.816292 loss_bbox: 0.306225 loss_dfl: 0.204730 loss: 1.319758 eta: 4 days, 3:33:04 batch_cost: 2.1597 data_cost: 0.0011 ips: 12.9649 images/s [11/16 02:58:49] ppdet.engine INFO: Epoch: [49] [1000/3251] learning_rate: 0.102175 loss_vfl: 0.812703 loss_bbox: 0.296592 loss_dfl: 0.199450 loss: 1.309653 eta: 4 days, 3:32:21 batch_cost: 2.2191 data_cost: 0.0009 ips: 12.6176 images/s [11/16 02:59:36] ppdet.engine INFO: Epoch: [49] [1020/3251] learning_rate: 0.102156 loss_vfl: 0.792971 loss_bbox: 0.297429 loss_dfl: 0.196493 loss: 1.288354 eta: 4 days, 3:31:38 batch_cost: 2.1833 data_cost: 0.0010 ips: 12.8249 images/s [11/16 03:00:22] ppdet.engine INFO: Epoch: [49] [1040/3251] learning_rate: 0.102136 loss_vfl: 0.800330 loss_bbox: 0.276376 loss_dfl: 0.186996 loss: 1.288392 eta: 4 days, 3:30:54 batch_cost: 2.1519 data_cost: 0.0010 ips: 13.0119 images/s [11/16 03:01:09] ppdet.engine INFO: Epoch: [49] [1060/3251] learning_rate: 0.102117 loss_vfl: 0.794373 loss_bbox: 0.279187 loss_dfl: 0.180089 loss: 1.259351 eta: 4 days, 3:30:10 batch_cost: 2.1770 data_cost: 0.0016 ips: 12.8615 images/s [11/16 03:01:55] ppdet.engine INFO: Epoch: [49] [1080/3251] learning_rate: 0.102098 loss_vfl: 0.807752 loss_bbox: 0.279351 loss_dfl: 0.184867 loss: 1.251371 eta: 4 days, 3:29:28 batch_cost: 2.2262 data_cost: 0.0014 ips: 12.5772 images/s [11/16 03:02:41] ppdet.engine INFO: Epoch: [49] [1100/3251] learning_rate: 0.102078 loss_vfl: 0.824770 loss_bbox: 0.296265 loss_dfl: 0.206442 loss: 1.369066 eta: 4 days, 3:28:45 batch_cost: 2.1829 data_cost: 0.0009 ips: 12.8269 images/s [11/16 03:03:27] ppdet.engine INFO: Epoch: [49] [1120/3251] learning_rate: 0.102059 loss_vfl: 0.808064 loss_bbox: 0.292857 loss_dfl: 0.200696 loss: 1.311607 eta: 4 days, 3:28:02 batch_cost: 2.2169 data_cost: 0.0010 ips: 12.6303 images/s [11/16 03:04:13] ppdet.engine INFO: Epoch: [49] [1140/3251] learning_rate: 0.102040 loss_vfl: 0.782101 loss_bbox: 0.271972 loss_dfl: 0.185537 loss: 1.254030 eta: 4 days, 3:27:17 batch_cost: 2.0957 data_cost: 0.0013 ips: 13.3605 images/s [11/16 03:05:00] ppdet.engine INFO: Epoch: [49] [1160/3251] learning_rate: 0.102020 loss_vfl: 0.794747 loss_bbox: 0.292161 loss_dfl: 0.196027 loss: 1.304963 eta: 4 days, 3:26:33 batch_cost: 2.1670 data_cost: 0.0012 ips: 12.9211 images/s [11/16 03:05:44] ppdet.engine INFO: Epoch: [49] [1180/3251] learning_rate: 0.102001 loss_vfl: 0.828538 loss_bbox: 0.290847 loss_dfl: 0.195431 loss: 1.285957 eta: 4 days, 3:25:48 batch_cost: 2.0627 data_cost: 0.0010 ips: 13.5743 images/s [11/16 03:06:32] ppdet.engine INFO: Epoch: [49] [1200/3251] learning_rate: 0.101982 loss_vfl: 0.796830 loss_bbox: 0.272904 loss_dfl: 0.181448 loss: 1.272271 eta: 4 days, 3:25:04 batch_cost: 2.1719 data_cost: 0.0010 ips: 12.8920 images/s [11/16 03:07:18] ppdet.engine INFO: Epoch: [49] [1220/3251] learning_rate: 0.101963 loss_vfl: 0.823878 loss_bbox: 0.275254 loss_dfl: 0.181340 loss: 1.289523 eta: 4 days, 3:24:20 batch_cost: 2.1472 data_cost: 0.0010 ips: 13.0401 images/s [11/16 03:08:05] ppdet.engine INFO: Epoch: [49] [1240/3251] learning_rate: 0.101943 loss_vfl: 0.792071 loss_bbox: 0.271381 loss_dfl: 0.179803 loss: 1.236128 eta: 4 days, 3:23:37 batch_cost: 2.2216 data_cost: 0.0017 ips: 12.6036 images/s [11/16 03:08:52] ppdet.engine INFO: Epoch: [49] [1260/3251] learning_rate: 0.101924 loss_vfl: 0.796298 loss_bbox: 0.282375 loss_dfl: 0.181163 loss: 1.260016 eta: 4 days, 3:22:55 batch_cost: 2.2344 data_cost: 0.0009 ips: 12.5314 images/s [11/16 03:09:38] ppdet.engine INFO: Epoch: [49] [1280/3251] learning_rate: 0.101905 loss_vfl: 0.803427 loss_bbox: 0.290612 loss_dfl: 0.195785 loss: 1.291476 eta: 4 days, 3:22:12 batch_cost: 2.1940 data_cost: 0.0010 ips: 12.7623 images/s [11/16 03:10:24] ppdet.engine INFO: Epoch: [49] [1300/3251] learning_rate: 0.101885 loss_vfl: 0.816499 loss_bbox: 0.318886 loss_dfl: 0.194982 loss: 1.286655 eta: 4 days, 3:21:28 batch_cost: 2.1482 data_cost: 0.0009 ips: 13.0340 images/s [11/16 03:11:10] ppdet.engine INFO: Epoch: [49] [1320/3251] learning_rate: 0.101866 loss_vfl: 0.788574 loss_bbox: 0.268811 loss_dfl: 0.187349 loss: 1.272385 eta: 4 days, 3:20:45 batch_cost: 2.2129 data_cost: 0.0010 ips: 12.6528 images/s [11/16 03:11:57] ppdet.engine INFO: Epoch: [49] [1340/3251] learning_rate: 0.101847 loss_vfl: 0.827189 loss_bbox: 0.254193 loss_dfl: 0.168622 loss: 1.261866 eta: 4 days, 3:20:03 batch_cost: 2.2135 data_cost: 0.0010 ips: 12.6497 images/s [11/16 03:12:43] ppdet.engine INFO: Epoch: [49] [1360/3251] learning_rate: 0.101827 loss_vfl: 0.802797 loss_bbox: 0.294445 loss_dfl: 0.197750 loss: 1.277817 eta: 4 days, 3:19:18 batch_cost: 2.1368 data_cost: 0.0010 ips: 13.1039 images/s [11/16 03:13:30] ppdet.engine INFO: Epoch: [49] [1380/3251] learning_rate: 0.101808 loss_vfl: 0.786779 loss_bbox: 0.276256 loss_dfl: 0.172670 loss: 1.259997 eta: 4 days, 3:18:35 batch_cost: 2.1811 data_cost: 0.0017 ips: 12.8377 images/s [11/16 03:14:18] ppdet.engine INFO: Epoch: [49] [1400/3251] learning_rate: 0.101789 loss_vfl: 0.812846 loss_bbox: 0.304727 loss_dfl: 0.196950 loss: 1.310675 eta: 4 days, 3:17:54 batch_cost: 2.2992 data_cost: 0.0012 ips: 12.1782 images/s [11/16 03:15:05] ppdet.engine INFO: Epoch: [49] [1420/3251] learning_rate: 0.101769 loss_vfl: 0.784329 loss_bbox: 0.258387 loss_dfl: 0.184598 loss: 1.288967 eta: 4 days, 3:17:10 batch_cost: 2.1645 data_cost: 0.0011 ips: 12.9357 images/s [11/16 03:15:51] ppdet.engine INFO: Epoch: [49] [1440/3251] learning_rate: 0.101750 loss_vfl: 0.817336 loss_bbox: 0.256422 loss_dfl: 0.184340 loss: 1.245152 eta: 4 days, 3:16:26 batch_cost: 2.1211 data_cost: 0.0010 ips: 13.2009 images/s [11/16 03:16:37] ppdet.engine INFO: Epoch: [49] [1460/3251] learning_rate: 0.101731 loss_vfl: 0.791103 loss_bbox: 0.282172 loss_dfl: 0.195110 loss: 1.270732 eta: 4 days, 3:15:44 batch_cost: 2.2365 data_cost: 0.0010 ips: 12.5194 images/s [11/16 03:17:24] ppdet.engine INFO: Epoch: [49] [1480/3251] learning_rate: 0.101711 loss_vfl: 0.801797 loss_bbox: 0.291119 loss_dfl: 0.192535 loss: 1.304132 eta: 4 days, 3:15:01 batch_cost: 2.2305 data_cost: 0.0011 ips: 12.5530 images/s [11/16 03:18:10] ppdet.engine INFO: Epoch: [49] [1500/3251] learning_rate: 0.101692 loss_vfl: 0.806596 loss_bbox: 0.245242 loss_dfl: 0.180551 loss: 1.256548 eta: 4 days, 3:14:16 batch_cost: 2.0808 data_cost: 0.0012 ips: 13.4564 images/s [11/16 03:18:59] ppdet.engine INFO: Epoch: [49] [1520/3251] learning_rate: 0.101673 loss_vfl: 0.819371 loss_bbox: 0.266698 loss_dfl: 0.177796 loss: 1.274391 eta: 4 days, 3:13:36 batch_cost: 2.3417 data_cost: 0.0110 ips: 11.9571 images/s [11/16 03:19:45] ppdet.engine INFO: Epoch: [49] [1540/3251] learning_rate: 0.101653 loss_vfl: 0.840124 loss_bbox: 0.306161 loss_dfl: 0.197371 loss: 1.336040 eta: 4 days, 3:12:53 batch_cost: 2.2024 data_cost: 0.0009 ips: 12.7134 images/s [11/16 03:20:31] ppdet.engine INFO: Epoch: [49] [1560/3251] learning_rate: 0.101634 loss_vfl: 0.793888 loss_bbox: 0.291407 loss_dfl: 0.196287 loss: 1.279189 eta: 4 days, 3:12:08 batch_cost: 2.1223 data_cost: 0.0011 ips: 13.1931 images/s [11/16 03:21:17] ppdet.engine INFO: Epoch: [49] [1580/3251] learning_rate: 0.101615 loss_vfl: 0.803485 loss_bbox: 0.301534 loss_dfl: 0.192253 loss: 1.302587 eta: 4 days, 3:11:24 batch_cost: 2.1433 data_cost: 0.0010 ips: 13.0641 images/s [11/16 03:22:04] ppdet.engine INFO: Epoch: [49] [1600/3251] learning_rate: 0.101595 loss_vfl: 0.797096 loss_bbox: 0.263515 loss_dfl: 0.179548 loss: 1.242664 eta: 4 days, 3:10:41 batch_cost: 2.1985 data_cost: 0.0011 ips: 12.7359 images/s [11/16 03:22:51] ppdet.engine INFO: Epoch: [49] [1620/3251] learning_rate: 0.101576 loss_vfl: 0.793459 loss_bbox: 0.251629 loss_dfl: 0.184310 loss: 1.198866 eta: 4 days, 3:09:59 batch_cost: 2.2250 data_cost: 0.0014 ips: 12.5843 images/s [11/16 03:23:38] ppdet.engine INFO: Epoch: [49] [1640/3251] learning_rate: 0.101557 loss_vfl: 0.818114 loss_bbox: 0.274352 loss_dfl: 0.177517 loss: 1.276406 eta: 4 days, 3:09:16 batch_cost: 2.2152 data_cost: 0.0010 ips: 12.6398 images/s [11/16 03:24:25] ppdet.engine INFO: Epoch: [49] [1660/3251] learning_rate: 0.101537 loss_vfl: 0.814938 loss_bbox: 0.242176 loss_dfl: 0.168177 loss: 1.231635 eta: 4 days, 3:08:34 batch_cost: 2.2510 data_cost: 0.0011 ips: 12.4392 images/s [11/16 03:25:11] ppdet.engine INFO: Epoch: [49] [1680/3251] learning_rate: 0.101518 loss_vfl: 0.799961 loss_bbox: 0.285240 loss_dfl: 0.186169 loss: 1.317236 eta: 4 days, 3:07:51 batch_cost: 2.1911 data_cost: 0.0010 ips: 12.7790 images/s [11/16 03:25:58] ppdet.engine INFO: Epoch: [49] [1700/3251] learning_rate: 0.101499 loss_vfl: 0.804160 loss_bbox: 0.302573 loss_dfl: 0.191767 loss: 1.308921 eta: 4 days, 3:07:08 batch_cost: 2.2192 data_cost: 0.0012 ips: 12.6172 images/s [11/16 03:26:45] ppdet.engine INFO: Epoch: [49] [1720/3251] learning_rate: 0.101479 loss_vfl: 0.819427 loss_bbox: 0.296558 loss_dfl: 0.197156 loss: 1.300900 eta: 4 days, 3:06:26 batch_cost: 2.2033 data_cost: 0.0011 ips: 12.7081 images/s [11/16 03:27:29] ppdet.engine INFO: Epoch: [49] [1740/3251] learning_rate: 0.101460 loss_vfl: 0.806815 loss_bbox: 0.296346 loss_dfl: 0.191863 loss: 1.292149 eta: 4 days, 3:05:41 batch_cost: 2.1041 data_cost: 0.0199 ips: 13.3071 images/s [11/16 03:28:17] ppdet.engine INFO: Epoch: [49] [1760/3251] learning_rate: 0.101441 loss_vfl: 0.814168 loss_bbox: 0.277406 loss_dfl: 0.186402 loss: 1.304196 eta: 4 days, 3:05:00 batch_cost: 2.2987 data_cost: 0.0009 ips: 12.1810 images/s [11/16 03:29:04] ppdet.engine INFO: Epoch: [49] [1780/3251] learning_rate: 0.101421 loss_vfl: 0.814658 loss_bbox: 0.290640 loss_dfl: 0.198808 loss: 1.317911 eta: 4 days, 3:04:18 batch_cost: 2.2729 data_cost: 0.0009 ips: 12.3190 images/s [11/16 03:29:50] ppdet.engine INFO: Epoch: [49] [1800/3251] learning_rate: 0.101402 loss_vfl: 0.812515 loss_bbox: 0.280774 loss_dfl: 0.184771 loss: 1.300072 eta: 4 days, 3:03:34 batch_cost: 2.1541 data_cost: 0.0013 ips: 12.9983 images/s [11/16 03:30:38] ppdet.engine INFO: Epoch: [49] [1820/3251] learning_rate: 0.101383 loss_vfl: 0.830999 loss_bbox: 0.273700 loss_dfl: 0.181383 loss: 1.300600 eta: 4 days, 3:02:53 batch_cost: 2.2764 data_cost: 0.0009 ips: 12.3003 images/s [11/16 03:31:24] ppdet.engine INFO: Epoch: [49] [1840/3251] learning_rate: 0.101363 loss_vfl: 0.783911 loss_bbox: 0.261785 loss_dfl: 0.177047 loss: 1.260583 eta: 4 days, 3:02:09 batch_cost: 2.1641 data_cost: 0.0010 ips: 12.9386 images/s [11/16 03:32:12] ppdet.engine INFO: Epoch: [49] [1860/3251] learning_rate: 0.101344 loss_vfl: 0.796544 loss_bbox: 0.288438 loss_dfl: 0.186048 loss: 1.285109 eta: 4 days, 3:01:28 batch_cost: 2.3071 data_cost: 0.0009 ips: 12.1362 images/s [11/16 03:32:59] ppdet.engine INFO: Epoch: [49] [1880/3251] learning_rate: 0.101325 loss_vfl: 0.827664 loss_bbox: 0.257331 loss_dfl: 0.172468 loss: 1.254397 eta: 4 days, 3:00:45 batch_cost: 2.1854 data_cost: 0.0010 ips: 12.8124 images/s [11/16 03:33:44] ppdet.engine INFO: Epoch: [49] [1900/3251] learning_rate: 0.101305 loss_vfl: 0.809044 loss_bbox: 0.312968 loss_dfl: 0.194656 loss: 1.332137 eta: 4 days, 2:59:59 batch_cost: 2.0638 data_cost: 0.0009 ips: 13.5674 images/s [11/16 03:34:31] ppdet.engine INFO: Epoch: [49] [1920/3251] learning_rate: 0.101286 loss_vfl: 0.804248 loss_bbox: 0.238060 loss_dfl: 0.166231 loss: 1.219902 eta: 4 days, 2:59:18 batch_cost: 2.2839 data_cost: 0.0012 ips: 12.2597 images/s [11/16 03:35:18] ppdet.engine INFO: Epoch: [49] [1940/3251] learning_rate: 0.101267 loss_vfl: 0.777086 loss_bbox: 0.285418 loss_dfl: 0.193747 loss: 1.252817 eta: 4 days, 2:58:36 batch_cost: 2.2218 data_cost: 0.0013 ips: 12.6025 images/s [11/16 03:36:07] ppdet.engine INFO: Epoch: [49] [1960/3251] learning_rate: 0.101248 loss_vfl: 0.811891 loss_bbox: 0.292209 loss_dfl: 0.182252 loss: 1.287603 eta: 4 days, 2:57:55 batch_cost: 2.3013 data_cost: 0.0009 ips: 12.1668 images/s [11/16 03:36:52] ppdet.engine INFO: Epoch: [49] [1980/3251] learning_rate: 0.101228 loss_vfl: 0.798797 loss_bbox: 0.266898 loss_dfl: 0.178278 loss: 1.265862 eta: 4 days, 2:57:10 batch_cost: 2.1277 data_cost: 0.0010 ips: 13.1597 images/s [11/16 03:37:40] ppdet.engine INFO: Epoch: [49] [2000/3251] learning_rate: 0.101209 loss_vfl: 0.775828 loss_bbox: 0.254724 loss_dfl: 0.176621 loss: 1.279182 eta: 4 days, 2:56:29 batch_cost: 2.2680 data_cost: 0.0010 ips: 12.3454 images/s [11/16 03:38:28] ppdet.engine INFO: Epoch: [49] [2020/3251] learning_rate: 0.101190 loss_vfl: 0.795872 loss_bbox: 0.309680 loss_dfl: 0.193069 loss: 1.317851 eta: 4 days, 2:55:47 batch_cost: 2.2550 data_cost: 0.0009 ips: 12.4166 images/s [11/16 03:39:14] ppdet.engine INFO: Epoch: [49] [2040/3251] learning_rate: 0.101170 loss_vfl: 0.804696 loss_bbox: 0.290795 loss_dfl: 0.193559 loss: 1.291271 eta: 4 days, 2:55:04 batch_cost: 2.2059 data_cost: 0.0009 ips: 12.6931 images/s [11/16 03:40:00] ppdet.engine INFO: Epoch: [49] [2060/3251] learning_rate: 0.101151 loss_vfl: 0.804920 loss_bbox: 0.266691 loss_dfl: 0.179134 loss: 1.235518 eta: 4 days, 2:54:21 batch_cost: 2.1878 data_cost: 0.0009 ips: 12.7984 images/s [11/16 03:40:47] ppdet.engine INFO: Epoch: [49] [2080/3251] learning_rate: 0.101132 loss_vfl: 0.824851 loss_bbox: 0.295451 loss_dfl: 0.184210 loss: 1.314609 eta: 4 days, 2:53:37 batch_cost: 2.1766 data_cost: 0.0010 ips: 12.8638 images/s [11/16 03:41:33] ppdet.engine INFO: Epoch: [49] [2100/3251] learning_rate: 0.101112 loss_vfl: 0.797318 loss_bbox: 0.292793 loss_dfl: 0.185199 loss: 1.256510 eta: 4 days, 2:52:53 batch_cost: 2.1501 data_cost: 0.0018 ips: 13.0224 images/s [11/16 03:42:20] ppdet.engine INFO: Epoch: [49] [2120/3251] learning_rate: 0.101093 loss_vfl: 0.809423 loss_bbox: 0.297585 loss_dfl: 0.201249 loss: 1.320505 eta: 4 days, 2:52:11 batch_cost: 2.2151 data_cost: 0.0011 ips: 12.6403 images/s [11/16 03:43:06] ppdet.engine INFO: Epoch: [49] [2140/3251] learning_rate: 0.101074 loss_vfl: 0.798935 loss_bbox: 0.292053 loss_dfl: 0.185531 loss: 1.297811 eta: 4 days, 2:51:27 batch_cost: 2.1536 data_cost: 0.0014 ips: 13.0017 images/s [11/16 03:43:51] ppdet.engine INFO: Epoch: [49] [2160/3251] learning_rate: 0.101054 loss_vfl: 0.830735 loss_bbox: 0.280791 loss_dfl: 0.176848 loss: 1.276650 eta: 4 days, 2:50:43 batch_cost: 2.1577 data_cost: 0.0010 ips: 12.9767 images/s [11/16 03:44:39] ppdet.engine INFO: Epoch: [49] [2180/3251] learning_rate: 0.101035 loss_vfl: 0.808323 loss_bbox: 0.271198 loss_dfl: 0.184938 loss: 1.273795 eta: 4 days, 2:50:01 batch_cost: 2.2409 data_cost: 0.0011 ips: 12.4952 images/s [11/16 03:45:24] ppdet.engine INFO: Epoch: [49] [2200/3251] learning_rate: 0.101016 loss_vfl: 0.788023 loss_bbox: 0.299924 loss_dfl: 0.189789 loss: 1.291988 eta: 4 days, 2:49:16 batch_cost: 2.1143 data_cost: 0.0011 ips: 13.2430 images/s [11/16 03:46:09] ppdet.engine INFO: Epoch: [49] [2220/3251] learning_rate: 0.100996 loss_vfl: 0.814293 loss_bbox: 0.283134 loss_dfl: 0.186316 loss: 1.312587 eta: 4 days, 2:48:32 batch_cost: 2.1314 data_cost: 0.0012 ips: 13.1368 images/s [11/16 03:46:54] ppdet.engine INFO: Epoch: [49] [2240/3251] learning_rate: 0.100977 loss_vfl: 0.827941 loss_bbox: 0.261965 loss_dfl: 0.168320 loss: 1.247896 eta: 4 days, 2:47:47 batch_cost: 2.0990 data_cost: 0.0010 ips: 13.3398 images/s [11/16 03:47:40] ppdet.engine INFO: Epoch: [49] [2260/3251] learning_rate: 0.100958 loss_vfl: 0.822510 loss_bbox: 0.273185 loss_dfl: 0.189246 loss: 1.324914 eta: 4 days, 2:47:03 batch_cost: 2.1591 data_cost: 0.0010 ips: 12.9684 images/s [11/16 03:48:25] ppdet.engine INFO: Epoch: [49] [2280/3251] learning_rate: 0.100938 loss_vfl: 0.820097 loss_bbox: 0.254834 loss_dfl: 0.182924 loss: 1.238990 eta: 4 days, 2:46:19 batch_cost: 2.1353 data_cost: 0.0011 ips: 13.1132 images/s [11/16 03:49:11] ppdet.engine INFO: Epoch: [49] [2300/3251] learning_rate: 0.100919 loss_vfl: 0.813946 loss_bbox: 0.241816 loss_dfl: 0.172995 loss: 1.240434 eta: 4 days, 2:45:34 batch_cost: 2.1235 data_cost: 0.0011 ips: 13.1857 images/s [11/16 03:49:58] ppdet.engine INFO: Epoch: [49] [2320/3251] learning_rate: 0.100900 loss_vfl: 0.803552 loss_bbox: 0.275390 loss_dfl: 0.196198 loss: 1.291383 eta: 4 days, 2:44:51 batch_cost: 2.1843 data_cost: 0.0013 ips: 12.8188 images/s [11/16 03:50:44] ppdet.engine INFO: Epoch: [49] [2340/3251] learning_rate: 0.100880 loss_vfl: 0.797077 loss_bbox: 0.297282 loss_dfl: 0.195212 loss: 1.285717 eta: 4 days, 2:44:07 batch_cost: 2.1439 data_cost: 0.0010 ips: 13.0602 images/s [11/16 03:51:30] ppdet.engine INFO: Epoch: [49] [2360/3251] learning_rate: 0.100861 loss_vfl: 0.811814 loss_bbox: 0.301919 loss_dfl: 0.198876 loss: 1.317353 eta: 4 days, 2:43:23 batch_cost: 2.1812 data_cost: 0.0012 ips: 12.8370 images/s [11/16 03:52:17] ppdet.engine INFO: Epoch: [49] [2380/3251] learning_rate: 0.100842 loss_vfl: 0.809337 loss_bbox: 0.279826 loss_dfl: 0.191570 loss: 1.284536 eta: 4 days, 2:42:40 batch_cost: 2.1900 data_cost: 0.0011 ips: 12.7851 images/s [11/16 03:53:04] ppdet.engine INFO: Epoch: [49] [2400/3251] learning_rate: 0.100822 loss_vfl: 0.794983 loss_bbox: 0.306588 loss_dfl: 0.202210 loss: 1.313846 eta: 4 days, 2:41:57 batch_cost: 2.1781 data_cost: 0.0012 ips: 12.8554 images/s [11/16 03:53:48] ppdet.engine INFO: Epoch: [49] [2420/3251] learning_rate: 0.100803 loss_vfl: 0.799393 loss_bbox: 0.284355 loss_dfl: 0.188934 loss: 1.285654 eta: 4 days, 2:41:10 batch_cost: 2.0138 data_cost: 0.0010 ips: 13.9040 images/s [11/16 03:54:34] ppdet.engine INFO: Epoch: [49] [2440/3251] learning_rate: 0.100784 loss_vfl: 0.814041 loss_bbox: 0.276256 loss_dfl: 0.187033 loss: 1.294775 eta: 4 days, 2:40:27 batch_cost: 2.2174 data_cost: 0.0011 ips: 12.6274 images/s [11/16 03:55:21] ppdet.engine INFO: Epoch: [49] [2460/3251] learning_rate: 0.100764 loss_vfl: 0.813184 loss_bbox: 0.272552 loss_dfl: 0.187326 loss: 1.298523 eta: 4 days, 2:39:45 batch_cost: 2.2086 data_cost: 0.0010 ips: 12.6776 images/s [11/16 03:56:07] ppdet.engine INFO: Epoch: [49] [2480/3251] learning_rate: 0.100745 loss_vfl: 0.792557 loss_bbox: 0.288422 loss_dfl: 0.190378 loss: 1.248584 eta: 4 days, 2:39:01 batch_cost: 2.1677 data_cost: 0.0014 ips: 12.9168 images/s [11/16 03:56:55] ppdet.engine INFO: Epoch: [49] [2500/3251] learning_rate: 0.100726 loss_vfl: 0.785671 loss_bbox: 0.250035 loss_dfl: 0.180605 loss: 1.252185 eta: 4 days, 2:38:20 batch_cost: 2.3023 data_cost: 0.0010 ips: 12.1616 images/s [11/16 03:57:40] ppdet.engine INFO: Epoch: [49] [2520/3251] learning_rate: 0.100706 loss_vfl: 0.804839 loss_bbox: 0.241794 loss_dfl: 0.168628 loss: 1.219905 eta: 4 days, 2:37:36 batch_cost: 2.1360 data_cost: 0.0009 ips: 13.1088 images/s [11/16 03:58:25] ppdet.engine INFO: Epoch: [49] [2540/3251] learning_rate: 0.100687 loss_vfl: 0.815054 loss_bbox: 0.279700 loss_dfl: 0.181947 loss: 1.306705 eta: 4 days, 2:36:50 batch_cost: 2.0655 data_cost: 0.0010 ips: 13.5563 images/s [11/16 03:59:12] ppdet.engine INFO: Epoch: [49] [2560/3251] learning_rate: 0.100668 loss_vfl: 0.799655 loss_bbox: 0.296962 loss_dfl: 0.188854 loss: 1.271282 eta: 4 days, 2:36:07 batch_cost: 2.1757 data_cost: 0.0013 ips: 12.8697 images/s [11/16 03:59:58] ppdet.engine INFO: Epoch: [49] [2580/3251] learning_rate: 0.100648 loss_vfl: 0.816453 loss_bbox: 0.259473 loss_dfl: 0.183061 loss: 1.253592 eta: 4 days, 2:35:23 batch_cost: 2.1694 data_cost: 0.0010 ips: 12.9068 images/s [11/16 04:00:44] ppdet.engine INFO: Epoch: [49] [2600/3251] learning_rate: 0.100629 loss_vfl: 0.811100 loss_bbox: 0.327517 loss_dfl: 0.207138 loss: 1.337698 eta: 4 days, 2:34:37 batch_cost: 2.0679 data_cost: 0.0010 ips: 13.5402 images/s [11/16 04:01:30] ppdet.engine INFO: Epoch: [49] [2620/3251] learning_rate: 0.100610 loss_vfl: 0.815630 loss_bbox: 0.333282 loss_dfl: 0.199175 loss: 1.362739 eta: 4 days, 2:33:54 batch_cost: 2.1694 data_cost: 0.0017 ips: 12.9069 images/s [11/16 04:02:18] ppdet.engine INFO: Epoch: [49] [2640/3251] learning_rate: 0.100590 loss_vfl: 0.849717 loss_bbox: 0.257027 loss_dfl: 0.174053 loss: 1.281583 eta: 4 days, 2:33:12 batch_cost: 2.2569 data_cost: 0.0021 ips: 12.4062 images/s [11/16 04:03:04] ppdet.engine INFO: Epoch: [49] [2660/3251] learning_rate: 0.100571 loss_vfl: 0.816922 loss_bbox: 0.287713 loss_dfl: 0.180544 loss: 1.261781 eta: 4 days, 2:32:29 batch_cost: 2.2147 data_cost: 0.0011 ips: 12.6428 images/s [11/16 04:03:53] ppdet.engine INFO: Epoch: [49] [2680/3251] learning_rate: 0.100552 loss_vfl: 0.809136 loss_bbox: 0.275720 loss_dfl: 0.182302 loss: 1.278505 eta: 4 days, 2:31:48 batch_cost: 2.2910 data_cost: 0.0010 ips: 12.2217 images/s [11/16 04:04:39] ppdet.engine INFO: Epoch: [49] [2700/3251] learning_rate: 0.100532 loss_vfl: 0.819020 loss_bbox: 0.253814 loss_dfl: 0.180834 loss: 1.264577 eta: 4 days, 2:31:05 batch_cost: 2.2036 data_cost: 0.0009 ips: 12.7065 images/s [11/16 04:05:25] ppdet.engine INFO: Epoch: [49] [2720/3251] learning_rate: 0.100513 loss_vfl: 0.804405 loss_bbox: 0.285846 loss_dfl: 0.188741 loss: 1.290222 eta: 4 days, 2:30:21 batch_cost: 2.1621 data_cost: 0.0010 ips: 12.9501 images/s [11/16 04:06:13] ppdet.engine INFO: Epoch: [49] [2740/3251] learning_rate: 0.100494 loss_vfl: 0.806526 loss_bbox: 0.284725 loss_dfl: 0.180149 loss: 1.289479 eta: 4 days, 2:29:40 batch_cost: 2.2532 data_cost: 0.0011 ips: 12.4266 images/s [11/16 04:06:59] ppdet.engine INFO: Epoch: [49] [2760/3251] learning_rate: 0.100474 loss_vfl: 0.807041 loss_bbox: 0.279960 loss_dfl: 0.179636 loss: 1.286265 eta: 4 days, 2:28:57 batch_cost: 2.2211 data_cost: 0.0009 ips: 12.6062 images/s [11/16 04:07:44] ppdet.engine INFO: Epoch: [49] [2780/3251] learning_rate: 0.100455 loss_vfl: 0.804010 loss_bbox: 0.266510 loss_dfl: 0.173460 loss: 1.289296 eta: 4 days, 2:28:13 batch_cost: 2.1279 data_cost: 0.0011 ips: 13.1586 images/s [11/16 04:08:31] ppdet.engine INFO: Epoch: [49] [2800/3251] learning_rate: 0.100436 loss_vfl: 0.806597 loss_bbox: 0.264557 loss_dfl: 0.171023 loss: 1.232455 eta: 4 days, 2:27:31 batch_cost: 2.2665 data_cost: 0.0011 ips: 12.3537 images/s [11/16 04:09:18] ppdet.engine INFO: Epoch: [49] [2820/3251] learning_rate: 0.100416 loss_vfl: 0.812417 loss_bbox: 0.243396 loss_dfl: 0.166944 loss: 1.234523 eta: 4 days, 2:26:48 batch_cost: 2.1863 data_cost: 0.0010 ips: 12.8072 images/s [11/16 04:10:04] ppdet.engine INFO: Epoch: [49] [2840/3251] learning_rate: 0.100397 loss_vfl: 0.810007 loss_bbox: 0.263029 loss_dfl: 0.175128 loss: 1.237179 eta: 4 days, 2:26:04 batch_cost: 2.1748 data_cost: 0.0009 ips: 12.8747 images/s [11/16 04:10:50] ppdet.engine INFO: Epoch: [49] [2860/3251] learning_rate: 0.100378 loss_vfl: 0.805474 loss_bbox: 0.316236 loss_dfl: 0.193080 loss: 1.302088 eta: 4 days, 2:25:20 batch_cost: 2.1471 data_cost: 0.0010 ips: 13.0410 images/s [11/16 04:11:37] ppdet.engine INFO: Epoch: [49] [2880/3251] learning_rate: 0.100359 loss_vfl: 0.808465 loss_bbox: 0.285734 loss_dfl: 0.184093 loss: 1.207719 eta: 4 days, 2:24:38 batch_cost: 2.2390 data_cost: 0.0147 ips: 12.5058 images/s [11/16 04:12:25] ppdet.engine INFO: Epoch: [49] [2900/3251] learning_rate: 0.100339 loss_vfl: 0.827435 loss_bbox: 0.256296 loss_dfl: 0.180397 loss: 1.282879 eta: 4 days, 2:23:56 batch_cost: 2.2396 data_cost: 0.0010 ips: 12.5021 images/s [11/16 04:13:12] ppdet.engine INFO: Epoch: [49] [2920/3251] learning_rate: 0.100320 loss_vfl: 0.819166 loss_bbox: 0.313244 loss_dfl: 0.197188 loss: 1.316737 eta: 4 days, 2:23:13 batch_cost: 2.2249 data_cost: 0.0012 ips: 12.5849 images/s [11/16 04:13:58] ppdet.engine INFO: Epoch: [49] [2940/3251] learning_rate: 0.100301 loss_vfl: 0.794992 loss_bbox: 0.262062 loss_dfl: 0.172030 loss: 1.224051 eta: 4 days, 2:22:30 batch_cost: 2.1685 data_cost: 0.0010 ips: 12.9124 images/s [11/16 04:14:46] ppdet.engine INFO: Epoch: [49] [2960/3251] learning_rate: 0.100281 loss_vfl: 0.811207 loss_bbox: 0.287809 loss_dfl: 0.181799 loss: 1.319052 eta: 4 days, 2:21:49 batch_cost: 2.2937 data_cost: 0.0013 ips: 12.2075 images/s [11/16 04:15:33] ppdet.engine INFO: Epoch: [49] [2980/3251] learning_rate: 0.100262 loss_vfl: 0.814421 loss_bbox: 0.267185 loss_dfl: 0.167895 loss: 1.279699 eta: 4 days, 2:21:06 batch_cost: 2.2461 data_cost: 0.0010 ips: 12.4661 images/s [11/16 04:16:20] ppdet.engine INFO: Epoch: [49] [3000/3251] learning_rate: 0.100243 loss_vfl: 0.809505 loss_bbox: 0.325600 loss_dfl: 0.203082 loss: 1.328937 eta: 4 days, 2:20:25 batch_cost: 2.2798 data_cost: 0.0009 ips: 12.2816 images/s [11/16 04:17:08] ppdet.engine INFO: Epoch: [49] [3020/3251] learning_rate: 0.100223 loss_vfl: 0.814355 loss_bbox: 0.299474 loss_dfl: 0.197291 loss: 1.341980 eta: 4 days, 2:19:43 batch_cost: 2.2640 data_cost: 0.0011 ips: 12.3674 images/s [11/16 04:17:53] ppdet.engine INFO: Epoch: [49] [3040/3251] learning_rate: 0.100204 loss_vfl: 0.806919 loss_bbox: 0.273448 loss_dfl: 0.182279 loss: 1.270664 eta: 4 days, 2:18:58 batch_cost: 2.0858 data_cost: 0.0010 ips: 13.4239 images/s [11/16 04:18:41] ppdet.engine INFO: Epoch: [49] [3060/3251] learning_rate: 0.100185 loss_vfl: 0.824751 loss_bbox: 0.267718 loss_dfl: 0.176422 loss: 1.273537 eta: 4 days, 2:18:16 batch_cost: 2.2598 data_cost: 0.0010 ips: 12.3904 images/s [11/16 04:19:26] ppdet.engine INFO: Epoch: [49] [3080/3251] learning_rate: 0.100165 loss_vfl: 0.801976 loss_bbox: 0.287388 loss_dfl: 0.190472 loss: 1.292061 eta: 4 days, 2:17:32 batch_cost: 2.1348 data_cost: 0.0010 ips: 13.1161 images/s [11/16 04:20:12] ppdet.engine INFO: Epoch: [49] [3100/3251] learning_rate: 0.100146 loss_vfl: 0.807249 loss_bbox: 0.280617 loss_dfl: 0.185578 loss: 1.286037 eta: 4 days, 2:16:49 batch_cost: 2.2198 data_cost: 0.0009 ips: 12.6135 images/s [11/16 04:20:57] ppdet.engine INFO: Epoch: [49] [3120/3251] learning_rate: 0.100127 loss_vfl: 0.813212 loss_bbox: 0.313569 loss_dfl: 0.205721 loss: 1.346669 eta: 4 days, 2:16:03 batch_cost: 2.0384 data_cost: 0.0011 ips: 13.7365 images/s [11/16 04:21:44] ppdet.engine INFO: Epoch: [49] [3140/3251] learning_rate: 0.100107 loss_vfl: 0.811096 loss_bbox: 0.289475 loss_dfl: 0.188772 loss: 1.259011 eta: 4 days, 2:15:21 batch_cost: 2.2522 data_cost: 0.0015 ips: 12.4320 images/s [11/16 04:22:31] ppdet.engine INFO: Epoch: [49] [3160/3251] learning_rate: 0.100088 loss_vfl: 0.824983 loss_bbox: 0.238614 loss_dfl: 0.166180 loss: 1.247958 eta: 4 days, 2:14:39 batch_cost: 2.2337 data_cost: 0.0011 ips: 12.5353 images/s [11/16 04:23:17] ppdet.engine INFO: Epoch: [49] [3180/3251] learning_rate: 0.100069 loss_vfl: 0.801271 loss_bbox: 0.267809 loss_dfl: 0.173854 loss: 1.251138 eta: 4 days, 2:13:56 batch_cost: 2.2027 data_cost: 0.0010 ips: 12.7116 images/s [11/16 04:24:02] ppdet.engine INFO: Epoch: [49] [3200/3251] learning_rate: 0.100049 loss_vfl: 0.827994 loss_bbox: 0.288251 loss_dfl: 0.179892 loss: 1.302566 eta: 4 days, 2:13:12 batch_cost: 2.1557 data_cost: 0.0009 ips: 12.9886 images/s [11/16 04:24:46] ppdet.engine INFO: Epoch: [49] [3220/3251] learning_rate: 0.100030 loss_vfl: 0.793058 loss_bbox: 0.274856 loss_dfl: 0.189880 loss: 1.278693 eta: 4 days, 2:12:25 batch_cost: 2.0033 data_cost: 0.0010 ips: 13.9771 images/s [11/16 04:25:31] ppdet.engine INFO: Epoch: [49] [3240/3251] learning_rate: 0.100011 loss_vfl: 0.794207 loss_bbox: 0.273531 loss_dfl: 0.176742 loss: 1.257609 eta: 4 days, 2:11:40 batch_cost: 2.0963 data_cost: 0.0025 ips: 13.3566 images/s [11/16 04:25:50] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_lcnet_2_5x_640_mainbody [11/16 04:25:50] ppdet.engine INFO: Eval iter: 0 [11/16 04:26:37] ppdet.engine INFO: Eval iter: 100 [11/16 04:27:03] ppdet.engine INFO: Eval iter: 200 [11/16 04:27:30] ppdet.engine INFO: Eval iter: 300 [11/16 04:27:56] ppdet.engine INFO: Eval iter: 400 [11/16 04:28:22] ppdet.engine INFO: Eval iter: 500 [11/16 04:28:49] ppdet.engine INFO: Eval iter: 600 [11/16 04:29:17] ppdet.engine INFO: Eval iter: 700 [11/16 04:29:44] ppdet.engine INFO: Eval iter: 800 [11/16 04:30:11] ppdet.engine INFO: Eval iter: 900 [11/16 04:30:38] ppdet.engine INFO: Eval iter: 1000 [11/16 04:31:05] ppdet.engine INFO: Eval iter: 1100 [11/16 04:31:31] ppdet.engine INFO: Eval iter: 1200 [11/16 04:31:57] ppdet.engine INFO: Eval iter: 1300 [11/16 04:32:23] ppdet.engine INFO: Eval iter: 1400 [11/16 04:32:49] ppdet.engine INFO: Eval iter: 1500 [11/16 04:33:16] ppdet.engine INFO: Eval iter: 1600 [11/16 04:33:43] ppdet.engine INFO: Eval iter: 1700 [11/16 04:34:10] ppdet.engine INFO: Eval iter: 1800 [11/16 04:34:37] ppdet.engine INFO: Eval iter: 1900 [11/16 04:35:04] ppdet.engine INFO: Eval iter: 2000 [11/16 04:35:30] ppdet.engine INFO: Eval iter: 2100 [11/16 04:35:58] ppdet.engine INFO: Eval iter: 2200 [11/16 04:36:25] ppdet.engine INFO: Eval iter: 2300 [11/16 04:37:23] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json. loading annotations into memory... Done (t=2.20s) creating index... index created! [11/16 04:37:26] ppdet.metrics.coco_utils INFO: Start evaluate... Loading and preparing results... DONE (t=16.06s) creating index... index created! Running per image evaluation... Evaluate annotation type *bbox* DONE (t=373.87s). Accumulating evaluation results... DONE (t=29.74s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.406 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.608 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.432 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.215 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.444 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.542 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.083 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.396 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 ] = 0.357 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.623 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.768 [11/16 04:44:29] ppdet.engine INFO: Total sample number: 19074, averge FPS: 28.919025225831696 [11/16 04:44:29] ppdet.engine INFO: Best test bbox ap is 0.415. [11/16 04:44:31] ppdet.engine INFO: Epoch: [50] [ 0/3251] learning_rate: 0.100000 loss_vfl: 0.800471 loss_bbox: 0.280673 loss_dfl: 0.177606 loss: 1.260741 eta: 4 days, 2:11:02 batch_cost: 1.3312 data_cost: 0.0020 ips: 21.0333 images/s [11/16 04:45:18] ppdet.engine INFO: Epoch: [50] [ 20/3251] learning_rate: 0.099981 loss_vfl: 0.785148 loss_bbox: 0.281724 loss_dfl: 0.192165 loss: 1.287274 eta: 4 days, 2:10:19 batch_cost: 2.1760 data_cost: 0.0012 ips: 12.8674 images/s [11/16 04:46:04] ppdet.engine INFO: Epoch: [50] [ 40/3251] learning_rate: 0.099961 loss_vfl: 0.790547 loss_bbox: 0.246490 loss_dfl: 0.175424 loss: 1.246348 eta: 4 days, 2:09:35 batch_cost: 2.1264 data_cost: 0.0010 ips: 13.1680 images/s [11/16 04:46:52] ppdet.engine INFO: Epoch: [50] [ 60/3251] learning_rate: 0.099942 loss_vfl: 0.823870 loss_bbox: 0.286026 loss_dfl: 0.185450 loss: 1.268770 eta: 4 days, 2:08:51 batch_cost: 2.1587 data_cost: 0.0011 ips: 12.9709 images/s [11/16 04:47:39] ppdet.engine INFO: Epoch: [50] [ 80/3251] learning_rate: 0.099923 loss_vfl: 0.804570 loss_bbox: 0.270611 loss_dfl: 0.181287 loss: 1.304413 eta: 4 days, 2:08:09 batch_cost: 2.2581 data_cost: 0.0010 ips: 12.3998 images/s [11/16 04:48:25] ppdet.engine INFO: Epoch: [50] [ 100/3251] learning_rate: 0.099903 loss_vfl: 0.789878 loss_bbox: 0.267258 loss_dfl: 0.184214 loss: 1.231398 eta: 4 days, 2:07:25 batch_cost: 2.1579 data_cost: 0.0009 ips: 12.9755 images/s [11/16 04:49:11] ppdet.engine INFO: Epoch: [50] [ 120/3251] learning_rate: 0.099884 loss_vfl: 0.821303 loss_bbox: 0.256182 loss_dfl: 0.178185 loss: 1.275486 eta: 4 days, 2:06:41 batch_cost: 2.1413 data_cost: 0.0010 ips: 13.0764 images/s [11/16 04:49:59] ppdet.engine INFO: Epoch: [50] [ 140/3251] learning_rate: 0.099865 loss_vfl: 0.803392 loss_bbox: 0.309173 loss_dfl: 0.187364 loss: 1.304527 eta: 4 days, 2:05:57 batch_cost: 2.1763 data_cost: 0.0010 ips: 12.8661 images/s [11/16 04:50:46] ppdet.engine INFO: Epoch: [50] [ 160/3251] learning_rate: 0.099845 loss_vfl: 0.806909 loss_bbox: 0.277214 loss_dfl: 0.191686 loss: 1.266421 eta: 4 days, 2:05:14 batch_cost: 2.1878 data_cost: 0.0010 ips: 12.7985 images/s [11/16 04:51:33] ppdet.engine INFO: Epoch: [50] [ 180/3251] learning_rate: 0.099826 loss_vfl: 0.807807 loss_bbox: 0.249001 loss_dfl: 0.178615 loss: 1.261903 eta: 4 days, 2:04:31 batch_cost: 2.1844 data_cost: 0.0010 ips: 12.8180 images/s [11/16 04:52:22] ppdet.engine INFO: Epoch: [50] [ 200/3251] learning_rate: 0.099807 loss_vfl: 0.801418 loss_bbox: 0.251492 loss_dfl: 0.175503 loss: 1.247261 eta: 4 days, 2:03:50 batch_cost: 2.2922 data_cost: 0.0015 ips: 12.2152 images/s [11/16 04:53:03] ppdet.engine INFO: Epoch: [50] [ 220/3251] learning_rate: 0.099787 loss_vfl: 0.801535 loss_bbox: 0.275353 loss_dfl: 0.190522 loss: 1.268133 eta: 4 days, 2:03:02 batch_cost: 1.9613 data_cost: 0.0010 ips: 14.2760 images/s [11/16 04:53:49] ppdet.engine INFO: Epoch: [50] [ 240/3251] learning_rate: 0.099768 loss_vfl: 0.791279 loss_bbox: 0.265147 loss_dfl: 0.183502 loss: 1.254435 eta: 4 days, 2:02:19 batch_cost: 2.1988 data_cost: 0.0009 ips: 12.7341 images/s [11/16 04:54:36] ppdet.engine INFO: Epoch: [50] [ 260/3251] learning_rate: 0.099749 loss_vfl: 0.800623 loss_bbox: 0.259881 loss_dfl: 0.176712 loss: 1.250374 eta: 4 days, 2:01:36 batch_cost: 2.2043 data_cost: 0.0010 ips: 12.7026 images/s [11/16 04:55:21] ppdet.engine INFO: Epoch: [50] [ 280/3251] learning_rate: 0.099729 loss_vfl: 0.808282 loss_bbox: 0.265923 loss_dfl: 0.172372 loss: 1.222164 eta: 4 days, 2:00:50 batch_cost: 2.0548 data_cost: 0.0009 ips: 13.6268 images/s [11/16 04:56:07] ppdet.engine INFO: Epoch: [50] [ 300/3251] learning_rate: 0.099710 loss_vfl: 0.815493 loss_bbox: 0.265538 loss_dfl: 0.178629 loss: 1.236976 eta: 4 days, 2:00:08 batch_cost: 2.2110 data_cost: 0.0011 ips: 12.6641 images/s [11/16 04:56:55] ppdet.engine INFO: Epoch: [50] [ 320/3251] learning_rate: 0.099691 loss_vfl: 0.813205 loss_bbox: 0.270788 loss_dfl: 0.176202 loss: 1.261937 eta: 4 days, 1:59:26 batch_cost: 2.2548 data_cost: 0.0017 ips: 12.4182 images/s [11/16 04:57:41] ppdet.engine INFO: Epoch: [50] [ 340/3251] learning_rate: 0.099671 loss_vfl: 0.807210 loss_bbox: 0.298080 loss_dfl: 0.191918 loss: 1.306413 eta: 4 days, 1:58:43 batch_cost: 2.2032 data_cost: 0.0010 ips: 12.7087 images/s [11/16 04:58:29] ppdet.engine INFO: Epoch: [50] [ 360/3251] learning_rate: 0.099652 loss_vfl: 0.796436 loss_bbox: 0.274024 loss_dfl: 0.185482 loss: 1.254487 eta: 4 days, 1:57:59 batch_cost: 2.1757 data_cost: 0.0009 ips: 12.8692 images/s [11/16 04:59:16] ppdet.engine INFO: Epoch: [50] [ 380/3251] learning_rate: 0.099633 loss_vfl: 0.801821 loss_bbox: 0.267016 loss_dfl: 0.183446 loss: 1.271748 eta: 4 days, 1:57:16 batch_cost: 2.1769 data_cost: 0.0010 ips: 12.8626 images/s [11/16 05:00:03] ppdet.engine INFO: Epoch: [50] [ 400/3251] learning_rate: 0.099613 loss_vfl: 0.818282 loss_bbox: 0.297249 loss_dfl: 0.197739 loss: 1.313944 eta: 4 days, 1:56:33 batch_cost: 2.2145 data_cost: 0.0117 ips: 12.6438 images/s [11/16 05:00:49] ppdet.engine INFO: Epoch: [50] [ 420/3251] learning_rate: 0.099594 loss_vfl: 0.782511 loss_bbox: 0.280101 loss_dfl: 0.184906 loss: 1.240090 eta: 4 days, 1:55:50 batch_cost: 2.2000 data_cost: 0.0011 ips: 12.7271 images/s [11/16 05:01:35] ppdet.engine INFO: Epoch: [50] [ 440/3251] learning_rate: 0.099575 loss_vfl: 0.793265 loss_bbox: 0.303538 loss_dfl: 0.205008 loss: 1.298174 eta: 4 days, 1:55:07 batch_cost: 2.1733 data_cost: 0.0013 ips: 12.8839 images/s [11/16 05:02:23] ppdet.engine INFO: Epoch: [50] [ 460/3251] learning_rate: 0.099555 loss_vfl: 0.806457 loss_bbox: 0.284372 loss_dfl: 0.191499 loss: 1.293481 eta: 4 days, 1:54:24 batch_cost: 2.2332 data_cost: 0.0009 ips: 12.5381 images/s [11/16 05:03:09] ppdet.engine INFO: Epoch: [50] [ 480/3251] learning_rate: 0.099536 loss_vfl: 0.800064 loss_bbox: 0.299165 loss_dfl: 0.194488 loss: 1.294311 eta: 4 days, 1:53:42 batch_cost: 2.2395 data_cost: 0.0009 ips: 12.5029 images/s [11/16 05:03:55] ppdet.engine INFO: Epoch: [50] [ 500/3251] learning_rate: 0.099517 loss_vfl: 0.792688 loss_bbox: 0.279332 loss_dfl: 0.181857 loss: 1.197402 eta: 4 days, 1:52:58 batch_cost: 2.1211 data_cost: 0.0011 ips: 13.2010 images/s [11/16 05:04:41] ppdet.engine INFO: Epoch: [50] [ 520/3251] learning_rate: 0.099498 loss_vfl: 0.806184 loss_bbox: 0.279566 loss_dfl: 0.182978 loss: 1.265021 eta: 4 days, 1:52:13 batch_cost: 2.1412 data_cost: 0.0009 ips: 13.0767 images/s [11/16 05:05:29] ppdet.engine INFO: Epoch: [50] [ 540/3251] learning_rate: 0.099478 loss_vfl: 0.801146 loss_bbox: 0.256985 loss_dfl: 0.169431 loss: 1.257636 eta: 4 days, 1:51:31 batch_cost: 2.2329 data_cost: 0.0010 ips: 12.5396 images/s [11/16 05:06:15] ppdet.engine INFO: Epoch: [50] [ 560/3251] learning_rate: 0.099459 loss_vfl: 0.791586 loss_bbox: 0.263434 loss_dfl: 0.177698 loss: 1.240691 eta: 4 days, 1:50:46 batch_cost: 2.1043 data_cost: 0.0010 ips: 13.3059 images/s [11/16 05:07:01] ppdet.engine INFO: Epoch: [50] [ 580/3251] learning_rate: 0.099440 loss_vfl: 0.803104 loss_bbox: 0.269835 loss_dfl: 0.182732 loss: 1.272439 eta: 4 days, 1:50:02 batch_cost: 2.1299 data_cost: 0.0009 ips: 13.1463 images/s [11/16 05:07:48] ppdet.engine INFO: Epoch: [50] [ 600/3251] learning_rate: 0.099420 loss_vfl: 0.812574 loss_bbox: 0.319463 loss_dfl: 0.194531 loss: 1.305282 eta: 4 days, 1:49:19 batch_cost: 2.2252 data_cost: 0.0009 ips: 12.5831 images/s [11/16 05:08:35] ppdet.engine INFO: Epoch: [50] [ 620/3251] learning_rate: 0.099401 loss_vfl: 0.793663 loss_bbox: 0.314121 loss_dfl: 0.205885 loss: 1.306295 eta: 4 days, 1:48:36 batch_cost: 2.1866 data_cost: 0.0010 ips: 12.8051 images/s [11/16 05:09:20] ppdet.engine INFO: Epoch: [50] [ 640/3251] learning_rate: 0.099382 loss_vfl: 0.808748 loss_bbox: 0.288056 loss_dfl: 0.187967 loss: 1.288158 eta: 4 days, 1:47:52 batch_cost: 2.1600 data_cost: 0.0009 ips: 12.9631 images/s [11/16 05:10:07] ppdet.engine INFO: Epoch: [50] [ 660/3251] learning_rate: 0.099362 loss_vfl: 0.810290 loss_bbox: 0.255353 loss_dfl: 0.175754 loss: 1.265895 eta: 4 days, 1:47:10 batch_cost: 2.2218 data_cost: 0.0012 ips: 12.6023 images/s [11/16 05:10:51] ppdet.engine INFO: Epoch: [50] [ 680/3251] learning_rate: 0.099343 loss_vfl: 0.822887 loss_bbox: 0.292350 loss_dfl: 0.194126 loss: 1.309836 eta: 4 days, 1:46:24 batch_cost: 2.0820 data_cost: 0.0009 ips: 13.4485 images/s [11/16 05:11:40] ppdet.engine INFO: Epoch: [50] [ 700/3251] learning_rate: 0.099324 loss_vfl: 0.801972 loss_bbox: 0.263072 loss_dfl: 0.187196 loss: 1.269459 eta: 4 days, 1:45:44 batch_cost: 2.3153 data_cost: 0.0009 ips: 12.0933 images/s [11/16 05:12:27] ppdet.engine INFO: Epoch: [50] [ 720/3251] learning_rate: 0.099304 loss_vfl: 0.805562 loss_bbox: 0.279451 loss_dfl: 0.181759 loss: 1.257702 eta: 4 days, 1:45:02 batch_cost: 2.2412 data_cost: 0.0010 ips: 12.4934 images/s [11/16 05:13:14] ppdet.engine INFO: Epoch: [50] [ 740/3251] learning_rate: 0.099285 loss_vfl: 0.805476 loss_bbox: 0.275426 loss_dfl: 0.184252 loss: 1.257555 eta: 4 days, 1:44:20 batch_cost: 2.2556 data_cost: 0.0010 ips: 12.4138 images/s [11/16 05:14:04] ppdet.engine INFO: Epoch: [50] [ 760/3251] learning_rate: 0.099266 loss_vfl: 0.822295 loss_bbox: 0.270243 loss_dfl: 0.176094 loss: 1.264565 eta: 4 days, 1:43:39 batch_cost: 2.3075 data_cost: 0.0009 ips: 12.1342 images/s [11/16 05:14:50] ppdet.engine INFO: Epoch: [50] [ 780/3251] learning_rate: 0.099246 loss_vfl: 0.821180 loss_bbox: 0.287343 loss_dfl: 0.192024 loss: 1.295538 eta: 4 days, 1:42:54 batch_cost: 2.0914 data_cost: 0.0011 ips: 13.3882 images/s [11/16 05:15:36] ppdet.engine INFO: Epoch: [50] [ 800/3251] learning_rate: 0.099227 loss_vfl: 0.811018 loss_bbox: 0.266322 loss_dfl: 0.190871 loss: 1.264356 eta: 4 days, 1:42:11 batch_cost: 2.2109 data_cost: 0.0009 ips: 12.6647 images/s [11/16 05:16:23] ppdet.engine INFO: Epoch: [50] [ 820/3251] learning_rate: 0.099208 loss_vfl: 0.814097 loss_bbox: 0.294908 loss_dfl: 0.183559 loss: 1.314431 eta: 4 days, 1:41:29 batch_cost: 2.2415 data_cost: 0.0011 ips: 12.4917 images/s [11/16 05:17:09] ppdet.engine INFO: Epoch: [50] [ 840/3251] learning_rate: 0.099188 loss_vfl: 0.797340 loss_bbox: 0.289353 loss_dfl: 0.193087 loss: 1.286979 eta: 4 days, 1:40:45 batch_cost: 2.1760 data_cost: 0.0012 ips: 12.8675 images/s [11/16 05:17:55] ppdet.engine INFO: Epoch: [50] [ 860/3251] learning_rate: 0.099169 loss_vfl: 0.815252 loss_bbox: 0.317875 loss_dfl: 0.196865 loss: 1.346438 eta: 4 days, 1:40:03 batch_cost: 2.2173 data_cost: 0.0016 ips: 12.6282 images/s [11/16 05:18:40] ppdet.engine INFO: Epoch: [50] [ 880/3251] learning_rate: 0.099150 loss_vfl: 0.823000 loss_bbox: 0.280109 loss_dfl: 0.186815 loss: 1.286370 eta: 4 days, 1:39:19 batch_cost: 2.1434 data_cost: 0.0012 ips: 13.0632 images/s [11/16 05:19:26] ppdet.engine INFO: Epoch: [50] [ 900/3251] learning_rate: 0.099130 loss_vfl: 0.818612 loss_bbox: 0.277200 loss_dfl: 0.189247 loss: 1.301574 eta: 4 days, 1:38:35 batch_cost: 2.1748 data_cost: 0.0009 ips: 12.8745 images/s [11/16 05:20:16] ppdet.engine INFO: Epoch: [50] [ 920/3251] learning_rate: 0.099111 loss_vfl: 0.803189 loss_bbox: 0.270611 loss_dfl: 0.179629 loss: 1.263341 eta: 4 days, 1:37:54 batch_cost: 2.3199 data_cost: 0.0009 ips: 12.0695 images/s [11/16 05:21:01] ppdet.engine INFO: Epoch: [50] [ 940/3251] learning_rate: 0.099092 loss_vfl: 0.830276 loss_bbox: 0.303202 loss_dfl: 0.199126 loss: 1.296078 eta: 4 days, 1:37:11 batch_cost: 2.1614 data_cost: 0.0009 ips: 12.9544 images/s [11/16 05:21:48] ppdet.engine INFO: Epoch: [50] [ 960/3251] learning_rate: 0.099072 loss_vfl: 0.800410 loss_bbox: 0.268213 loss_dfl: 0.171446 loss: 1.245671 eta: 4 days, 1:36:29 batch_cost: 2.2748 data_cost: 0.0009 ips: 12.3089 images/s [11/16 05:22:33] ppdet.engine INFO: Epoch: [50] [ 980/3251] learning_rate: 0.099053 loss_vfl: 0.795350 loss_bbox: 0.275284 loss_dfl: 0.185731 loss: 1.248506 eta: 4 days, 1:35:44 batch_cost: 2.1081 data_cost: 0.0009 ips: 13.2822 images/s [11/16 05:23:20] ppdet.engine INFO: Epoch: [50] [1000/3251] learning_rate: 0.099034 loss_vfl: 0.792678 loss_bbox: 0.269850 loss_dfl: 0.182266 loss: 1.232022 eta: 4 days, 1:35:02 batch_cost: 2.2270 data_cost: 0.0012 ips: 12.5731 images/s [11/16 05:24:06] ppdet.engine INFO: Epoch: [50] [1020/3251] learning_rate: 0.099014 loss_vfl: 0.821751 loss_bbox: 0.276809 loss_dfl: 0.172798 loss: 1.285329 eta: 4 days, 1:34:17 batch_cost: 2.1096 data_cost: 0.0011 ips: 13.2728 images/s [11/16 05:24:51] ppdet.engine INFO: Epoch: [50] [1040/3251] learning_rate: 0.098995 loss_vfl: 0.808819 loss_bbox: 0.306768 loss_dfl: 0.185951 loss: 1.300522 eta: 4 days, 1:33:32 batch_cost: 2.0961 data_cost: 0.0010 ips: 13.3584 images/s [11/16 05:25:37] ppdet.engine INFO: Epoch: [50] [1060/3251] learning_rate: 0.098976 loss_vfl: 0.811194 loss_bbox: 0.256153 loss_dfl: 0.180536 loss: 1.268990 eta: 4 days, 1:32:48 batch_cost: 2.1680 data_cost: 0.0011 ips: 12.9154 images/s [11/16 05:26:22] ppdet.engine INFO: Epoch: [50] [1080/3251] learning_rate: 0.098956 loss_vfl: 0.802724 loss_bbox: 0.313128 loss_dfl: 0.199172 loss: 1.325855 eta: 4 days, 1:32:02 batch_cost: 2.0274 data_cost: 0.0016 ips: 13.8110 images/s [11/16 05:27:10] ppdet.engine INFO: Epoch: [50] [1100/3251] learning_rate: 0.098937 loss_vfl: 0.794184 loss_bbox: 0.276972 loss_dfl: 0.185033 loss: 1.261136 eta: 4 days, 1:31:21 batch_cost: 2.2740 data_cost: 0.0010 ips: 12.3133 images/s [11/16 05:27:57] ppdet.engine INFO: Epoch: [50] [1120/3251] learning_rate: 0.098918 loss_vfl: 0.806210 loss_bbox: 0.296033 loss_dfl: 0.194933 loss: 1.314495 eta: 4 days, 1:30:38 batch_cost: 2.2063 data_cost: 0.0009 ips: 12.6910 images/s [11/16 05:28:42] ppdet.engine INFO: Epoch: [50] [1140/3251] learning_rate: 0.098898 loss_vfl: 0.795878 loss_bbox: 0.276966 loss_dfl: 0.185921 loss: 1.247609 eta: 4 days, 1:29:54 batch_cost: 2.1787 data_cost: 0.0014 ips: 12.8517 images/s [11/16 05:29:30] ppdet.engine INFO: Epoch: [50] [1160/3251] learning_rate: 0.098879 loss_vfl: 0.812655 loss_bbox: 0.279604 loss_dfl: 0.174296 loss: 1.271111 eta: 4 days, 1:29:10 batch_cost: 2.1595 data_cost: 0.0010 ips: 12.9660 images/s [11/16 05:30:13] ppdet.engine INFO: Epoch: [50] [1180/3251] learning_rate: 0.098860 loss_vfl: 0.810224 loss_bbox: 0.291760 loss_dfl: 0.188405 loss: 1.300586 eta: 4 days, 1:28:25 batch_cost: 2.0546 data_cost: 0.0009 ips: 13.6282 images/s [11/16 05:30:59] ppdet.engine INFO: Epoch: [50] [1200/3251] learning_rate: 0.098840 loss_vfl: 0.809602 loss_bbox: 0.292211 loss_dfl: 0.188092 loss: 1.288854 eta: 4 days, 1:27:40 batch_cost: 2.1227 data_cost: 0.0010 ips: 13.1908 images/s [11/16 05:31:45] ppdet.engine INFO: Epoch: [50] [1220/3251] learning_rate: 0.098821 loss_vfl: 0.806465 loss_bbox: 0.273427 loss_dfl: 0.181792 loss: 1.258017 eta: 4 days, 1:26:58 batch_cost: 2.2316 data_cost: 0.0011 ips: 12.5470 images/s [11/16 05:32:30] ppdet.engine INFO: Epoch: [50] [1240/3251] learning_rate: 0.098802 loss_vfl: 0.791697 loss_bbox: 0.300654 loss_dfl: 0.206854 loss: 1.338865 eta: 4 days, 1:26:13 batch_cost: 2.0892 data_cost: 0.0009 ips: 13.4022 images/s [11/16 05:33:17] ppdet.engine INFO: Epoch: [50] [1260/3251] learning_rate: 0.098782 loss_vfl: 0.783429 loss_bbox: 0.252928 loss_dfl: 0.178123 loss: 1.227646 eta: 4 days, 1:25:30 batch_cost: 2.2178 data_cost: 0.0010 ips: 12.6254 images/s [11/16 05:34:03] ppdet.engine INFO: Epoch: [50] [1280/3251] learning_rate: 0.098763 loss_vfl: 0.806151 loss_bbox: 0.289986 loss_dfl: 0.197888 loss: 1.256550 eta: 4 days, 1:24:46 batch_cost: 2.1312 data_cost: 0.0010 ips: 13.1383 images/s [11/16 05:34:48] ppdet.engine INFO: Epoch: [50] [1300/3251] learning_rate: 0.098744 loss_vfl: 0.792612 loss_bbox: 0.293212 loss_dfl: 0.190508 loss: 1.278361 eta: 4 days, 1:24:00 batch_cost: 2.0808 data_cost: 0.0012 ips: 13.4564 images/s [11/16 05:35:35] ppdet.engine INFO: Epoch: [50] [1320/3251] learning_rate: 0.098724 loss_vfl: 0.804414 loss_bbox: 0.308389 loss_dfl: 0.195168 loss: 1.289690 eta: 4 days, 1:23:16 batch_cost: 2.1365 data_cost: 0.0015 ips: 13.1058 images/s [11/16 05:36:22] ppdet.engine INFO: Epoch: [50] [1340/3251] learning_rate: 0.098705 loss_vfl: 0.784745 loss_bbox: 0.257650 loss_dfl: 0.183890 loss: 1.213391 eta: 4 days, 1:22:32 batch_cost: 2.1379 data_cost: 0.0011 ips: 13.0970 images/s [11/16 05:37:08] ppdet.engine INFO: Epoch: [50] [1360/3251] learning_rate: 0.098686 loss_vfl: 0.792924 loss_bbox: 0.268074 loss_dfl: 0.184609 loss: 1.237098 eta: 4 days, 1:21:46 batch_cost: 2.0606 data_cost: 0.0010 ips: 13.5881 images/s [11/16 05:37:53] ppdet.engine INFO: Epoch: [50] [1380/3251] learning_rate: 0.098666 loss_vfl: 0.816806 loss_bbox: 0.280670 loss_dfl: 0.174628 loss: 1.259258 eta: 4 days, 1:21:01 batch_cost: 2.1096 data_cost: 0.0009 ips: 13.2726 images/s [11/16 05:38:39] ppdet.engine INFO: Epoch: [50] [1400/3251] learning_rate: 0.098647 loss_vfl: 0.811896 loss_bbox: 0.292131 loss_dfl: 0.205647 loss: 1.302040 eta: 4 days, 1:20:19 batch_cost: 2.2253 data_cost: 0.0010 ips: 12.5828 images/s [11/16 05:39:26] ppdet.engine INFO: Epoch: [50] [1420/3251] learning_rate: 0.098628 loss_vfl: 0.814552 loss_bbox: 0.265209 loss_dfl: 0.179330 loss: 1.245747 eta: 4 days, 1:19:36 batch_cost: 2.2119 data_cost: 0.0012 ips: 12.6587 images/s [11/16 05:40:13] ppdet.engine INFO: Epoch: [50] [1440/3251] learning_rate: 0.098609 loss_vfl: 0.785104 loss_bbox: 0.256693 loss_dfl: 0.180167 loss: 1.212231 eta: 4 days, 1:18:54 batch_cost: 2.2595 data_cost: 0.0024 ips: 12.3919 images/s [11/16 05:40:59] ppdet.engine INFO: Epoch: [50] [1460/3251] learning_rate: 0.098589 loss_vfl: 0.797064 loss_bbox: 0.292456 loss_dfl: 0.188538 loss: 1.259565 eta: 4 days, 1:18:11 batch_cost: 2.1798 data_cost: 0.0010 ips: 12.8451 images/s [11/16 05:41:48] ppdet.engine INFO: Epoch: [50] [1480/3251] learning_rate: 0.098570 loss_vfl: 0.813756 loss_bbox: 0.274093 loss_dfl: 0.178528 loss: 1.268761 eta: 4 days, 1:17:29 batch_cost: 2.2447 data_cost: 0.0010 ips: 12.4739 images/s [11/16 05:42:34] ppdet.engine INFO: Epoch: [50] [1500/3251] learning_rate: 0.098551 loss_vfl: 0.783426 loss_bbox: 0.285854 loss_dfl: 0.180993 loss: 1.270110 eta: 4 days, 1:16:46 batch_cost: 2.1926 data_cost: 0.0010 ips: 12.7702 images/s [11/16 05:43:20] ppdet.engine INFO: Epoch: [50] [1520/3251] learning_rate: 0.098531 loss_vfl: 0.807845 loss_bbox: 0.270225 loss_dfl: 0.184961 loss: 1.249758 eta: 4 days, 1:16:01 batch_cost: 2.1102 data_cost: 0.0011 ips: 13.2687 images/s [11/16 05:44:07] ppdet.engine INFO: Epoch: [50] [1540/3251] learning_rate: 0.098512 loss_vfl: 0.785448 loss_bbox: 0.265840 loss_dfl: 0.178068 loss: 1.233087 eta: 4 days, 1:15:18 batch_cost: 2.2256 data_cost: 0.0009 ips: 12.5811 images/s [11/16 05:44:52] ppdet.engine INFO: Epoch: [50] [1560/3251] learning_rate: 0.098493 loss_vfl: 0.803195 loss_bbox: 0.286616 loss_dfl: 0.184037 loss: 1.289407 eta: 4 days, 1:14:35 batch_cost: 2.1926 data_cost: 0.0009 ips: 12.7701 images/s [11/16 05:45:38] ppdet.engine INFO: Epoch: [50] [1580/3251] learning_rate: 0.098473 loss_vfl: 0.797635 loss_bbox: 0.278193 loss_dfl: 0.190972 loss: 1.308971 eta: 4 days, 1:13:52 batch_cost: 2.1900 data_cost: 0.0009 ips: 12.7853 images/s [11/16 05:46:26] ppdet.engine INFO: Epoch: [50] [1600/3251] learning_rate: 0.098454 loss_vfl: 0.823144 loss_bbox: 0.279244 loss_dfl: 0.189528 loss: 1.296280 eta: 4 days, 1:13:10 batch_cost: 2.2439 data_cost: 0.0010 ips: 12.4783 images/s [11/16 05:47:12] ppdet.engine INFO: Epoch: [50] [1620/3251] learning_rate: 0.098435 loss_vfl: 0.804962 loss_bbox: 0.282029 loss_dfl: 0.180010 loss: 1.268661 eta: 4 days, 1:12:25 batch_cost: 2.1211 data_cost: 0.0010 ips: 13.2006 images/s [11/16 05:47:58] ppdet.engine INFO: Epoch: [50] [1640/3251] learning_rate: 0.098415 loss_vfl: 0.797441 loss_bbox: 0.277663 loss_dfl: 0.182596 loss: 1.241144 eta: 4 days, 1:11:42 batch_cost: 2.1786 data_cost: 0.0013 ips: 12.8521 images/s [11/16 05:48:45] ppdet.engine INFO: Epoch: [50] [1660/3251] learning_rate: 0.098396 loss_vfl: 0.813802 loss_bbox: 0.277088 loss_dfl: 0.188278 loss: 1.254710 eta: 4 days, 1:10:59 batch_cost: 2.2082 data_cost: 0.0009 ips: 12.6798 images/s [11/16 05:49:29] ppdet.engine INFO: Epoch: [50] [1680/3251] learning_rate: 0.098377 loss_vfl: 0.818966 loss_bbox: 0.297515 loss_dfl: 0.188337 loss: 1.327054 eta: 4 days, 1:10:13 batch_cost: 2.0311 data_cost: 0.0010 ips: 13.7855 images/s [11/16 05:50:14] ppdet.engine INFO: Epoch: [50] [1700/3251] learning_rate: 0.098357 loss_vfl: 0.829075 loss_bbox: 0.270480 loss_dfl: 0.180320 loss: 1.283397 eta: 4 days, 1:09:28 batch_cost: 2.0920 data_cost: 0.0010 ips: 13.3846 images/s [11/16 05:51:03] ppdet.engine INFO: Epoch: [50] [1720/3251] learning_rate: 0.098338 loss_vfl: 0.828105 loss_bbox: 0.310275 loss_dfl: 0.199271 loss: 1.344499 eta: 4 days, 1:08:46 batch_cost: 2.2779 data_cost: 0.0010 ips: 12.2919 images/s [11/16 05:51:50] ppdet.engine INFO: Epoch: [50] [1740/3251] learning_rate: 0.098319 loss_vfl: 0.819853 loss_bbox: 0.242440 loss_dfl: 0.169003 loss: 1.223488 eta: 4 days, 1:08:04 batch_cost: 2.2331 data_cost: 0.0010 ips: 12.5385 images/s [11/16 05:52:37] ppdet.engine INFO: Epoch: [50] [1760/3251] learning_rate: 0.098299 loss_vfl: 0.811765 loss_bbox: 0.257248 loss_dfl: 0.179157 loss: 1.233800 eta: 4 days, 1:07:20 batch_cost: 2.1309 data_cost: 0.0009 ips: 13.1400 images/s [11/16 05:53:21] ppdet.engine INFO: Epoch: [50] [1780/3251] learning_rate: 0.098280 loss_vfl: 0.833717 loss_bbox: 0.272263 loss_dfl: 0.196517 loss: 1.273369 eta: 4 days, 1:06:33 batch_cost: 2.0075 data_cost: 0.0011 ips: 13.9476 images/s [11/16 05:54:10] ppdet.engine INFO: Epoch: [50] [1800/3251] learning_rate: 0.098261 loss_vfl: 0.837568 loss_bbox: 0.263531 loss_dfl: 0.179303 loss: 1.269067 eta: 4 days, 1:05:53 batch_cost: 2.3521 data_cost: 0.0010 ips: 11.9045 images/s [11/16 05:54:55] ppdet.engine INFO: Epoch: [50] [1820/3251] learning_rate: 0.098241 loss_vfl: 0.799011 loss_bbox: 0.304569 loss_dfl: 0.186690 loss: 1.298212 eta: 4 days, 1:05:08 batch_cost: 2.1113 data_cost: 0.0009 ips: 13.2619 images/s [11/16 05:55:42] ppdet.engine INFO: Epoch: [50] [1840/3251] learning_rate: 0.098222 loss_vfl: 0.817029 loss_bbox: 0.268685 loss_dfl: 0.175950 loss: 1.261341 eta: 4 days, 1:04:27 batch_cost: 2.2833 data_cost: 0.0011 ips: 12.2631 images/s [11/16 05:56:27] ppdet.engine INFO: Epoch: [50] [1860/3251] learning_rate: 0.098203 loss_vfl: 0.802043 loss_bbox: 0.289105 loss_dfl: 0.194919 loss: 1.307246 eta: 4 days, 1:03:40 batch_cost: 2.0186 data_cost: 0.0011 ips: 13.8707 images/s [11/16 05:57:13] ppdet.engine INFO: Epoch: [50] [1880/3251] learning_rate: 0.098183 loss_vfl: 0.820429 loss_bbox: 0.239723 loss_dfl: 0.176674 loss: 1.278006 eta: 4 days, 1:02:56 batch_cost: 2.1514 data_cost: 0.0009 ips: 13.0149 images/s [11/16 05:57:59] ppdet.engine INFO: Epoch: [50] [1900/3251] learning_rate: 0.098164 loss_vfl: 0.800689 loss_bbox: 0.279316 loss_dfl: 0.186370 loss: 1.268569 eta: 4 days, 1:02:11 batch_cost: 2.0702 data_cost: 0.0009 ips: 13.5255 images/s [11/16 05:58:46] ppdet.engine INFO: Epoch: [50] [1920/3251] learning_rate: 0.098145 loss_vfl: 0.805251 loss_bbox: 0.297738 loss_dfl: 0.201704 loss: 1.318702 eta: 4 days, 1:01:28 batch_cost: 2.1991 data_cost: 0.0010 ips: 12.7326 images/s [11/16 05:59:33] ppdet.engine INFO: Epoch: [50] [1940/3251] learning_rate: 0.098125 loss_vfl: 0.821983 loss_bbox: 0.244636 loss_dfl: 0.167681 loss: 1.229943 eta: 4 days, 1:00:45 batch_cost: 2.2203 data_cost: 0.0009 ips: 12.6108 images/s [11/16 06:00:20] ppdet.engine INFO: Epoch: [50] [1960/3251] learning_rate: 0.098106 loss_vfl: 0.806068 loss_bbox: 0.268066 loss_dfl: 0.180644 loss: 1.267606 eta: 4 days, 1:00:02 batch_cost: 2.1941 data_cost: 0.0010 ips: 12.7616 images/s [11/16 06:01:06] ppdet.engine INFO: Epoch: [50] [1980/3251] learning_rate: 0.098087 loss_vfl: 0.808561 loss_bbox: 0.283655 loss_dfl: 0.194806 loss: 1.284174 eta: 4 days, 0:59:18 batch_cost: 2.1285 data_cost: 0.0010 ips: 13.1547 images/s [11/16 06:01:51] ppdet.engine INFO: Epoch: [50] [2000/3251] learning_rate: 0.098067 loss_vfl: 0.819172 loss_bbox: 0.288304 loss_dfl: 0.188826 loss: 1.318119 eta: 4 days, 0:58:32 batch_cost: 2.0890 data_cost: 0.0010 ips: 13.4036 images/s [11/16 06:02:39] ppdet.engine INFO: Epoch: [50] [2020/3251] learning_rate: 0.098048 loss_vfl: 0.828308 loss_bbox: 0.296093 loss_dfl: 0.192813 loss: 1.313875 eta: 4 days, 0:57:51 batch_cost: 2.2815 data_cost: 0.0011 ips: 12.2727 images/s [11/16 06:03:27] ppdet.engine INFO: Epoch: [50] [2040/3251] learning_rate: 0.098029 loss_vfl: 0.786285 loss_bbox: 0.279418 loss_dfl: 0.186250 loss: 1.278635 eta: 4 days, 0:57:08 batch_cost: 2.2103 data_cost: 0.0010 ips: 12.6682 images/s [11/16 06:04:14] ppdet.engine INFO: Epoch: [50] [2060/3251] learning_rate: 0.098009 loss_vfl: 0.794606 loss_bbox: 0.306241 loss_dfl: 0.196295 loss: 1.312901 eta: 4 days, 0:56:25 batch_cost: 2.1935 data_cost: 0.0009 ips: 12.7648 images/s [11/16 06:04:59] ppdet.engine INFO: Epoch: [50] [2080/3251] learning_rate: 0.097990 loss_vfl: 0.800485 loss_bbox: 0.277808 loss_dfl: 0.202213 loss: 1.267803 eta: 4 days, 0:55:40 batch_cost: 2.0956 data_cost: 0.0011 ips: 13.3612 images/s [11/16 06:05:47] ppdet.engine INFO: Epoch: [50] [2100/3251] learning_rate: 0.097971 loss_vfl: 0.801717 loss_bbox: 0.261062 loss_dfl: 0.177233 loss: 1.230778 eta: 4 days, 0:54:57 batch_cost: 2.1831 data_cost: 0.0012 ips: 12.8256 images/s [11/16 06:06:34] ppdet.engine INFO: Epoch: [50] [2120/3251] learning_rate: 0.097951 loss_vfl: 0.808553 loss_bbox: 0.312997 loss_dfl: 0.196382 loss: 1.318041 eta: 4 days, 0:54:14 batch_cost: 2.2081 data_cost: 0.0010 ips: 12.6808 images/s [11/16 06:07:21] ppdet.engine INFO: Epoch: [50] [2140/3251] learning_rate: 0.097932 loss_vfl: 0.806992 loss_bbox: 0.305727 loss_dfl: 0.193962 loss: 1.331187 eta: 4 days, 0:53:32 batch_cost: 2.2590 data_cost: 0.0010 ips: 12.3947 images/s [11/16 06:08:07] ppdet.engine INFO: Epoch: [50] [2160/3251] learning_rate: 0.097913 loss_vfl: 0.790855 loss_bbox: 0.270845 loss_dfl: 0.190673 loss: 1.275003 eta: 4 days, 0:52:49 batch_cost: 2.1854 data_cost: 0.0015 ips: 12.8122 images/s [11/16 06:08:53] ppdet.engine INFO: Epoch: [50] [2180/3251] learning_rate: 0.097894 loss_vfl: 0.818656 loss_bbox: 0.325967 loss_dfl: 0.207967 loss: 1.392077 eta: 4 days, 0:52:05 batch_cost: 2.1483 data_cost: 0.0011 ips: 13.0335 images/s [11/16 06:09:40] ppdet.engine INFO: Epoch: [50] [2200/3251] learning_rate: 0.097874 loss_vfl: 0.789118 loss_bbox: 0.272199 loss_dfl: 0.184517 loss: 1.274263 eta: 4 days, 0:51:23 batch_cost: 2.2555 data_cost: 0.0009 ips: 12.4139 images/s [11/16 06:10:27] ppdet.engine INFO: Epoch: [50] [2220/3251] learning_rate: 0.097855 loss_vfl: 0.805499 loss_bbox: 0.252974 loss_dfl: 0.167588 loss: 1.235281 eta: 4 days, 0:50:40 batch_cost: 2.1864 data_cost: 0.0010 ips: 12.8064 images/s [11/16 06:11:15] ppdet.engine INFO: Epoch: [50] [2240/3251] learning_rate: 0.097836 loss_vfl: 0.809907 loss_bbox: 0.296078 loss_dfl: 0.194066 loss: 1.308529 eta: 4 days, 0:49:59 batch_cost: 2.3390 data_cost: 0.0009 ips: 11.9712 images/s [11/16 06:12:00] ppdet.engine INFO: Epoch: [50] [2260/3251] learning_rate: 0.097816 loss_vfl: 0.814712 loss_bbox: 0.285825 loss_dfl: 0.191695 loss: 1.288483 eta: 4 days, 0:49:14 batch_cost: 2.1019 data_cost: 0.0010 ips: 13.3213 images/s [11/16 06:12:45] ppdet.engine INFO: Epoch: [50] [2280/3251] learning_rate: 0.097797 loss_vfl: 0.803134 loss_bbox: 0.273789 loss_dfl: 0.177551 loss: 1.267663 eta: 4 days, 0:48:29 batch_cost: 2.0479 data_cost: 0.0010 ips: 13.6724 images/s [11/16 06:13:31] ppdet.engine INFO: Epoch: [50] [2300/3251] learning_rate: 0.097778 loss_vfl: 0.798373 loss_bbox: 0.276994 loss_dfl: 0.186635 loss: 1.261582 eta: 4 days, 0:47:45 batch_cost: 2.1528 data_cost: 0.0010 ips: 13.0061 images/s [11/16 06:14:17] ppdet.engine INFO: Epoch: [50] [2320/3251] learning_rate: 0.097758 loss_vfl: 0.808782 loss_bbox: 0.270419 loss_dfl: 0.172490 loss: 1.282748 eta: 4 days, 0:47:01 batch_cost: 2.1435 data_cost: 0.0015 ips: 13.0628 images/s [11/16 06:15:04] ppdet.engine INFO: Epoch: [50] [2340/3251] learning_rate: 0.097739 loss_vfl: 0.808484 loss_bbox: 0.291465 loss_dfl: 0.178800 loss: 1.279839 eta: 4 days, 0:46:18 batch_cost: 2.2498 data_cost: 0.0010 ips: 12.4457 images/s [11/16 06:15:49] ppdet.engine INFO: Epoch: [50] [2360/3251] learning_rate: 0.097720 loss_vfl: 0.804799 loss_bbox: 0.246890 loss_dfl: 0.163636 loss: 1.231382 eta: 4 days, 0:45:34 batch_cost: 2.1357 data_cost: 0.0009 ips: 13.1105 images/s [11/16 06:16:35] ppdet.engine INFO: Epoch: [50] [2380/3251] learning_rate: 0.097700 loss_vfl: 0.827552 loss_bbox: 0.259728 loss_dfl: 0.181467 loss: 1.280396 eta: 4 days, 0:44:50 batch_cost: 2.1310 data_cost: 0.0013 ips: 13.1394 images/s [11/16 06:17:20] ppdet.engine INFO: Epoch: [50] [2400/3251] learning_rate: 0.097681 loss_vfl: 0.806653 loss_bbox: 0.302709 loss_dfl: 0.195091 loss: 1.323700 eta: 4 days, 0:44:06 batch_cost: 2.1764 data_cost: 0.0010 ips: 12.8650 images/s [11/16 06:18:06] ppdet.engine INFO: Epoch: [50] [2420/3251] learning_rate: 0.097662 loss_vfl: 0.786926 loss_bbox: 0.271194 loss_dfl: 0.193204 loss: 1.256539 eta: 4 days, 0:43:23 batch_cost: 2.1740 data_cost: 0.0010 ips: 12.8797 images/s [11/16 06:18:55] ppdet.engine INFO: Epoch: [50] [2440/3251] learning_rate: 0.097642 loss_vfl: 0.810239 loss_bbox: 0.270379 loss_dfl: 0.182080 loss: 1.276965 eta: 4 days, 0:42:43 batch_cost: 2.3461 data_cost: 0.0011 ips: 11.9347 images/s [11/16 06:19:40] ppdet.engine INFO: Epoch: [50] [2460/3251] learning_rate: 0.097623 loss_vfl: 0.793585 loss_bbox: 0.263760 loss_dfl: 0.185679 loss: 1.253359 eta: 4 days, 0:41:58 batch_cost: 2.1170 data_cost: 0.0010 ips: 13.2264 images/s [11/16 06:20:26] ppdet.engine INFO: Epoch: [50] [2480/3251] learning_rate: 0.097604 loss_vfl: 0.811980 loss_bbox: 0.253362 loss_dfl: 0.175311 loss: 1.248991 eta: 4 days, 0:41:13 batch_cost: 2.0820 data_cost: 0.0010 ips: 13.4489 images/s [11/16 06:21:14] ppdet.engine INFO: Epoch: [50] [2500/3251] learning_rate: 0.097584 loss_vfl: 0.802056 loss_bbox: 0.268564 loss_dfl: 0.186752 loss: 1.262213 eta: 4 days, 0:40:30 batch_cost: 2.2032 data_cost: 0.0010 ips: 12.7086 images/s [11/16 06:22:00] ppdet.engine INFO: Epoch: [50] [2520/3251] learning_rate: 0.097565 loss_vfl: 0.800400 loss_bbox: 0.292776 loss_dfl: 0.190580 loss: 1.306753 eta: 4 days, 0:39:46 batch_cost: 2.1590 data_cost: 0.0010 ips: 12.9689 images/s [11/16 06:22:46] ppdet.engine INFO: Epoch: [50] [2540/3251] learning_rate: 0.097546 loss_vfl: 0.788752 loss_bbox: 0.243447 loss_dfl: 0.163431 loss: 1.218589 eta: 4 days, 0:39:02 batch_cost: 2.1568 data_cost: 0.0021 ips: 12.9825 images/s [11/16 06:23:32] ppdet.engine INFO: Epoch: [50] [2560/3251] learning_rate: 0.097526 loss_vfl: 0.782723 loss_bbox: 0.288058 loss_dfl: 0.179640 loss: 1.259536 eta: 4 days, 0:38:19 batch_cost: 2.1936 data_cost: 0.0009 ips: 12.7647 images/s [11/16 06:24:21] ppdet.engine INFO: Epoch: [50] [2580/3251] learning_rate: 0.097507 loss_vfl: 0.793943 loss_bbox: 0.272009 loss_dfl: 0.179608 loss: 1.232736 eta: 4 days, 0:37:37 batch_cost: 2.2520 data_cost: 0.0010 ips: 12.4335 images/s [11/16 06:25:06] ppdet.engine INFO: Epoch: [50] [2600/3251] learning_rate: 0.097488 loss_vfl: 0.799960 loss_bbox: 0.274963 loss_dfl: 0.178001 loss: 1.257023 eta: 4 days, 0:36:52 batch_cost: 2.1106 data_cost: 0.0011 ips: 13.2662 images/s [11/16 06:25:54] ppdet.engine INFO: Epoch: [50] [2620/3251] learning_rate: 0.097468 loss_vfl: 0.802839 loss_bbox: 0.280640 loss_dfl: 0.179031 loss: 1.259319 eta: 4 days, 0:36:09 batch_cost: 2.1527 data_cost: 0.0027 ips: 13.0071 images/s [11/16 06:26:40] ppdet.engine INFO: Epoch: [50] [2640/3251] learning_rate: 0.097449 loss_vfl: 0.819841 loss_bbox: 0.262878 loss_dfl: 0.178300 loss: 1.274969 eta: 4 days, 0:35:25 batch_cost: 2.1878 data_cost: 0.0011 ips: 12.7980 images/s [11/16 06:27:26] ppdet.engine INFO: Epoch: [50] [2660/3251] learning_rate: 0.097430 loss_vfl: 0.812260 loss_bbox: 0.286333 loss_dfl: 0.195704 loss: 1.322936 eta: 4 days, 0:34:42 batch_cost: 2.1955 data_cost: 0.0009 ips: 12.7536 images/s [11/16 06:28:10] ppdet.engine INFO: Epoch: [50] [2680/3251] learning_rate: 0.097410 loss_vfl: 0.811283 loss_bbox: 0.333833 loss_dfl: 0.205338 loss: 1.341736 eta: 4 days, 0:33:57 batch_cost: 2.1061 data_cost: 0.0010 ips: 13.2949 images/s [11/16 06:28:57] ppdet.engine INFO: Epoch: [50] [2700/3251] learning_rate: 0.097391 loss_vfl: 0.803950 loss_bbox: 0.307505 loss_dfl: 0.209041 loss: 1.327537 eta: 4 days, 0:33:15 batch_cost: 2.2388 data_cost: 0.0010 ips: 12.5067 images/s [11/16 06:29:43] ppdet.engine INFO: Epoch: [50] [2720/3251] learning_rate: 0.097372 loss_vfl: 0.802471 loss_bbox: 0.257383 loss_dfl: 0.172606 loss: 1.222033 eta: 4 days, 0:32:32 batch_cost: 2.1806 data_cost: 0.0011 ips: 12.8406 images/s [11/16 06:30:31] ppdet.engine INFO: Epoch: [50] [2740/3251] learning_rate: 0.097353 loss_vfl: 0.791040 loss_bbox: 0.310818 loss_dfl: 0.202216 loss: 1.314346 eta: 4 days, 0:31:50 batch_cost: 2.2479 data_cost: 0.0011 ips: 12.4561 images/s [11/16 06:31:16] ppdet.engine INFO: Epoch: [50] [2760/3251] learning_rate: 0.097333 loss_vfl: 0.785235 loss_bbox: 0.265487 loss_dfl: 0.185110 loss: 1.273077 eta: 4 days, 0:31:06 batch_cost: 2.1464 data_cost: 0.0010 ips: 13.0453 images/s [11/16 06:32:03] ppdet.engine INFO: Epoch: [50] [2780/3251] learning_rate: 0.097314 loss_vfl: 0.793762 loss_bbox: 0.281919 loss_dfl: 0.180243 loss: 1.246080 eta: 4 days, 0:30:23 batch_cost: 2.2047 data_cost: 0.0010 ips: 12.6999 images/s [11/16 06:32:50] ppdet.engine INFO: Epoch: [50] [2800/3251] learning_rate: 0.097295 loss_vfl: 0.808213 loss_bbox: 0.280076 loss_dfl: 0.190798 loss: 1.308441 eta: 4 days, 0:29:40 batch_cost: 2.2043 data_cost: 0.0009 ips: 12.7027 images/s [11/16 06:33:35] ppdet.engine INFO: Epoch: [50] [2820/3251] learning_rate: 0.097275 loss_vfl: 0.815068 loss_bbox: 0.291544 loss_dfl: 0.185795 loss: 1.297783 eta: 4 days, 0:28:55 batch_cost: 2.1000 data_cost: 0.0011 ips: 13.3333 images/s [11/16 06:34:22] ppdet.engine INFO: Epoch: [50] [2840/3251] learning_rate: 0.097256 loss_vfl: 0.802326 loss_bbox: 0.287956 loss_dfl: 0.179759 loss: 1.269830 eta: 4 days, 0:28:13 batch_cost: 2.2332 data_cost: 0.0009 ips: 12.5379 images/s [11/16 06:35:10] ppdet.engine INFO: Epoch: [50] [2860/3251] learning_rate: 0.097237 loss_vfl: 0.779205 loss_bbox: 0.283767 loss_dfl: 0.194476 loss: 1.257784 eta: 4 days, 0:27:31 batch_cost: 2.2481 data_cost: 0.0009 ips: 12.4550 images/s [11/16 06:35:56] ppdet.engine INFO: Epoch: [50] [2880/3251] learning_rate: 0.097217 loss_vfl: 0.825669 loss_bbox: 0.295347 loss_dfl: 0.193640 loss: 1.304196 eta: 4 days, 0:26:48 batch_cost: 2.2170 data_cost: 0.0011 ips: 12.6299 images/s [11/16 06:36:42] ppdet.engine INFO: Epoch: [50] [2900/3251] learning_rate: 0.097198 loss_vfl: 0.781214 loss_bbox: 0.262185 loss_dfl: 0.178347 loss: 1.214063 eta: 4 days, 0:26:04 batch_cost: 2.1376 data_cost: 0.0010 ips: 13.0990 images/s [11/16 06:37:30] ppdet.engine INFO: Epoch: [50] [2920/3251] learning_rate: 0.097179 loss_vfl: 0.789333 loss_bbox: 0.279385 loss_dfl: 0.188679 loss: 1.272765 eta: 4 days, 0:25:22 batch_cost: 2.2521 data_cost: 0.0011 ips: 12.4331 images/s [11/16 06:38:16] ppdet.engine INFO: Epoch: [50] [2940/3251] learning_rate: 0.097159 loss_vfl: 0.817049 loss_bbox: 0.278193 loss_dfl: 0.183574 loss: 1.321713 eta: 4 days, 0:24:39 batch_cost: 2.1924 data_cost: 0.0010 ips: 12.7713 images/s [11/16 06:39:04] ppdet.engine INFO: Epoch: [50] [2960/3251] learning_rate: 0.097140 loss_vfl: 0.816149 loss_bbox: 0.247435 loss_dfl: 0.183123 loss: 1.248244 eta: 4 days, 0:23:57 batch_cost: 2.2726 data_cost: 0.0011 ips: 12.3207 images/s [11/16 06:39:51] ppdet.engine INFO: Epoch: [50] [2980/3251] learning_rate: 0.097121 loss_vfl: 0.831019 loss_bbox: 0.253309 loss_dfl: 0.164146 loss: 1.267116 eta: 4 days, 0:23:14 batch_cost: 2.2185 data_cost: 0.0009 ips: 12.6211 images/s [11/16 06:40:38] ppdet.engine INFO: Epoch: [50] [3000/3251] learning_rate: 0.097101 loss_vfl: 0.809868 loss_bbox: 0.281172 loss_dfl: 0.187073 loss: 1.270057 eta: 4 days, 0:22:31 batch_cost: 2.1885 data_cost: 0.0010 ips: 12.7944 images/s [11/16 06:41:23] ppdet.engine INFO: Epoch: [50] [3020/3251] learning_rate: 0.097082 loss_vfl: 0.789744 loss_bbox: 0.293357 loss_dfl: 0.192617 loss: 1.291443 eta: 4 days, 0:21:47 batch_cost: 2.1222 data_cost: 0.0010 ips: 13.1941 images/s [11/16 06:42:10] ppdet.engine INFO: Epoch: [50] [3040/3251] learning_rate: 0.097063 loss_vfl: 0.788503 loss_bbox: 0.285218 loss_dfl: 0.193052 loss: 1.262375 eta: 4 days, 0:21:03 batch_cost: 2.1843 data_cost: 0.0020 ips: 12.8186 images/s [11/16 06:42:54] ppdet.engine INFO: Epoch: [50] [3060/3251] learning_rate: 0.097043 loss_vfl: 0.799631 loss_bbox: 0.327909 loss_dfl: 0.202089 loss: 1.326247 eta: 4 days, 0:20:18 batch_cost: 2.0693 data_cost: 0.0009 ips: 13.5314 images/s [11/16 06:43:42] ppdet.engine INFO: Epoch: [50] [3080/3251] learning_rate: 0.097024 loss_vfl: 0.813075 loss_bbox: 0.276396 loss_dfl: 0.187111 loss: 1.273526 eta: 4 days, 0:19:36 batch_cost: 2.2644 data_cost: 0.0010 ips: 12.3653 images/s [11/16 06:44:29] ppdet.engine INFO: Epoch: [50] [3100/3251] learning_rate: 0.097005 loss_vfl: 0.805166 loss_bbox: 0.285475 loss_dfl: 0.190339 loss: 1.254474 eta: 4 days, 0:18:53 batch_cost: 2.1927 data_cost: 0.0012 ips: 12.7696 images/s [11/16 06:45:14] ppdet.engine INFO: Epoch: [50] [3120/3251] learning_rate: 0.096985 loss_vfl: 0.803826 loss_bbox: 0.272270 loss_dfl: 0.194869 loss: 1.254338 eta: 4 days, 0:18:09 batch_cost: 2.1479 data_cost: 0.0009 ips: 13.0358 images/s [11/16 06:46:02] ppdet.engine INFO: Epoch: [50] [3140/3251] learning_rate: 0.096966 loss_vfl: 0.802934 loss_bbox: 0.241439 loss_dfl: 0.164331 loss: 1.241373 eta: 4 days, 0:17:26 batch_cost: 2.2214 data_cost: 0.0009 ips: 12.6049 images/s [11/16 06:46:50] ppdet.engine INFO: Epoch: [50] [3160/3251] learning_rate: 0.096947 loss_vfl: 0.790475 loss_bbox: 0.261657 loss_dfl: 0.179763 loss: 1.240372 eta: 4 days, 0:16:43 batch_cost: 2.1855 data_cost: 0.0017 ips: 12.8118 images/s [11/16 06:47:36] ppdet.engine INFO: Epoch: [50] [3180/3251] learning_rate: 0.096928 loss_vfl: 0.816961 loss_bbox: 0.287353 loss_dfl: 0.184300 loss: 1.302084 eta: 4 days, 0:15:59 batch_cost: 2.1593 data_cost: 0.0009 ips: 12.9671 images/s [11/16 06:48:22] ppdet.engine INFO: Epoch: [50] [3200/3251] learning_rate: 0.096908 loss_vfl: 0.810806 loss_bbox: 0.268683 loss_dfl: 0.174753 loss: 1.257276 eta: 4 days, 0:15:16 batch_cost: 2.1781 data_cost: 0.0014 ips: 12.8550 images/s [11/16 06:49:07] ppdet.engine INFO: Epoch: [50] [3220/3251] learning_rate: 0.096889 loss_vfl: 0.796636 loss_bbox: 0.295118 loss_dfl: 0.194462 loss: 1.292921 eta: 4 days, 0:14:32 batch_cost: 2.1655 data_cost: 0.0010 ips: 12.9300 images/s [11/16 06:49:51] ppdet.engine INFO: Epoch: [50] [3240/3251] learning_rate: 0.096870 loss_vfl: 0.795571 loss_bbox: 0.294117 loss_dfl: 0.181798 loss: 1.280386 eta: 4 days, 0:13:47 batch_cost: 2.1007 data_cost: 0.0021 ips: 13.3286 images/s [11/16 06:50:33] ppdet.engine INFO: Epoch: [51] [ 0/3251] learning_rate: 0.096859 loss_vfl: 0.793551 loss_bbox: 0.279214 loss_dfl: 0.169812 loss: 1.287782 eta: 4 days, 0:13:29 batch_cost: 2.4076 data_cost: 0.5095 ips: 11.6297 images/s [11/16 06:51:21] ppdet.engine INFO: Epoch: [51] [ 20/3251] learning_rate: 0.096840 loss_vfl: 0.788006 loss_bbox: 0.294312 loss_dfl: 0.188550 loss: 1.264424 eta: 4 days, 0:12:48 batch_cost: 2.2798 data_cost: 0.0009 ips: 12.2817 images/s [11/16 06:52:11] ppdet.engine INFO: Epoch: [51] [ 40/3251] learning_rate: 0.096820 loss_vfl: 0.811812 loss_bbox: 0.281932 loss_dfl: 0.186401 loss: 1.287356 eta: 4 days, 0:12:06 batch_cost: 2.2667 data_cost: 0.0010 ips: 12.3529 images/s [11/16 06:53:00] ppdet.engine INFO: Epoch: [51] [ 60/3251] learning_rate: 0.096801 loss_vfl: 0.821427 loss_bbox: 0.292274 loss_dfl: 0.196772 loss: 1.311473 eta: 4 days, 0:11:25 batch_cost: 2.3015 data_cost: 0.0010 ips: 12.1659 images/s [11/16 06:53:46] ppdet.engine INFO: Epoch: [51] [ 80/3251] learning_rate: 0.096782 loss_vfl: 0.810979 loss_bbox: 0.293965 loss_dfl: 0.194484 loss: 1.302384 eta: 4 days, 0:10:42 batch_cost: 2.2054 data_cost: 0.0009 ips: 12.6962 images/s [11/16 06:54:33] ppdet.engine INFO: Epoch: [51] [ 100/3251] learning_rate: 0.096762 loss_vfl: 0.795539 loss_bbox: 0.324358 loss_dfl: 0.208294 loss: 1.358480 eta: 4 days, 0:09:59 batch_cost: 2.2142 data_cost: 0.0010 ips: 12.6455 images/s [11/16 06:55:22] ppdet.engine INFO: Epoch: [51] [ 120/3251] learning_rate: 0.096743 loss_vfl: 0.806915 loss_bbox: 0.262633 loss_dfl: 0.174515 loss: 1.245252 eta: 4 days, 0:09:19 batch_cost: 2.3316 data_cost: 0.0010 ips: 12.0090 images/s [11/16 06:56:08] ppdet.engine INFO: Epoch: [51] [ 140/3251] learning_rate: 0.096724 loss_vfl: 0.815489 loss_bbox: 0.280995 loss_dfl: 0.192077 loss: 1.277742 eta: 4 days, 0:08:36 batch_cost: 2.2166 data_cost: 0.0010 ips: 12.6320 images/s [11/16 06:56:53] ppdet.engine INFO: Epoch: [51] [ 160/3251] learning_rate: 0.096704 loss_vfl: 0.802808 loss_bbox: 0.270889 loss_dfl: 0.177609 loss: 1.266025 eta: 4 days, 0:07:52 batch_cost: 2.1481 data_cost: 0.0014 ips: 13.0346 images/s [11/16 06:57:41] ppdet.engine INFO: Epoch: [51] [ 180/3251] learning_rate: 0.096685 loss_vfl: 0.794848 loss_bbox: 0.268268 loss_dfl: 0.169575 loss: 1.257524 eta: 4 days, 0:07:10 batch_cost: 2.2726 data_cost: 0.0012 ips: 12.3206 images/s [11/16 06:58:28] ppdet.engine INFO: Epoch: [51] [ 200/3251] learning_rate: 0.096666 loss_vfl: 0.793110 loss_bbox: 0.309512 loss_dfl: 0.198817 loss: 1.330865 eta: 4 days, 0:06:28 batch_cost: 2.2269 data_cost: 0.0012 ips: 12.5733 images/s [11/16 06:59:14] ppdet.engine INFO: Epoch: [51] [ 220/3251] learning_rate: 0.096646 loss_vfl: 0.796072 loss_bbox: 0.297817 loss_dfl: 0.191768 loss: 1.314927 eta: 4 days, 0:05:42 batch_cost: 2.0655 data_cost: 0.0010 ips: 13.5559 images/s [11/16 07:00:00] ppdet.engine INFO: Epoch: [51] [ 240/3251] learning_rate: 0.096627 loss_vfl: 0.809188 loss_bbox: 0.263818 loss_dfl: 0.173899 loss: 1.250428 eta: 4 days, 0:04:59 batch_cost: 2.1781 data_cost: 0.0013 ips: 12.8552 images/s [11/16 07:00:48] ppdet.engine INFO: Epoch: [51] [ 260/3251] learning_rate: 0.096608 loss_vfl: 0.816920 loss_bbox: 0.281807 loss_dfl: 0.195744 loss: 1.289334 eta: 4 days, 0:04:18 batch_cost: 2.2861 data_cost: 0.0009 ips: 12.2478 images/s [11/16 07:01:34] ppdet.engine INFO: Epoch: [51] [ 280/3251] learning_rate: 0.096588 loss_vfl: 0.813132 loss_bbox: 0.252728 loss_dfl: 0.181775 loss: 1.265778 eta: 4 days, 0:03:34 batch_cost: 2.1606 data_cost: 0.0010 ips: 12.9592 images/s [11/16 07:02:22] ppdet.engine INFO: Epoch: [51] [ 300/3251] learning_rate: 0.096569 loss_vfl: 0.796799 loss_bbox: 0.291754 loss_dfl: 0.194236 loss: 1.271321 eta: 4 days, 0:02:52 batch_cost: 2.2407 data_cost: 0.0012 ips: 12.4960 images/s [11/16 07:03:07] ppdet.engine INFO: Epoch: [51] [ 320/3251] learning_rate: 0.096550 loss_vfl: 0.798227 loss_bbox: 0.266887 loss_dfl: 0.173269 loss: 1.241713 eta: 4 days, 0:02:07 batch_cost: 2.1318 data_cost: 0.0010 ips: 13.1344 images/s [11/16 07:03:54] ppdet.engine INFO: Epoch: [51] [ 340/3251] learning_rate: 0.096531 loss_vfl: 0.771581 loss_bbox: 0.293988 loss_dfl: 0.190608 loss: 1.278372 eta: 4 days, 0:01:24 batch_cost: 2.1905 data_cost: 0.0010 ips: 12.7826 images/s [11/16 07:04:41] ppdet.engine INFO: Epoch: [51] [ 360/3251] learning_rate: 0.096511 loss_vfl: 0.818985 loss_bbox: 0.300212 loss_dfl: 0.188797 loss: 1.297983 eta: 4 days, 0:00:43 batch_cost: 2.2871 data_cost: 0.0009 ips: 12.2426 images/s [11/16 07:05:26] ppdet.engine INFO: Epoch: [51] [ 380/3251] learning_rate: 0.096492 loss_vfl: 0.801673 loss_bbox: 0.270767 loss_dfl: 0.180247 loss: 1.270019 eta: 3 days, 23:59:58 batch_cost: 2.1282 data_cost: 0.0010 ips: 13.1564 images/s [11/16 07:06:12] ppdet.engine INFO: Epoch: [51] [ 400/3251] learning_rate: 0.096473 loss_vfl: 0.783706 loss_bbox: 0.283369 loss_dfl: 0.185687 loss: 1.274289 eta: 3 days, 23:59:14 batch_cost: 2.1179 data_cost: 0.0012 ips: 13.2207 images/s [11/16 07:06:58] ppdet.engine INFO: Epoch: [51] [ 420/3251] learning_rate: 0.096453 loss_vfl: 0.802401 loss_bbox: 0.298940 loss_dfl: 0.195481 loss: 1.289490 eta: 3 days, 23:58:30 batch_cost: 2.1788 data_cost: 0.0009 ips: 12.8511 images/s [11/16 07:07:45] ppdet.engine INFO: Epoch: [51] [ 440/3251] learning_rate: 0.096434 loss_vfl: 0.811926 loss_bbox: 0.252509 loss_dfl: 0.171189 loss: 1.216366 eta: 3 days, 23:57:48 batch_cost: 2.2315 data_cost: 0.0011 ips: 12.5477 images/s [11/16 07:08:31] ppdet.engine INFO: Epoch: [51] [ 460/3251] learning_rate: 0.096415 loss_vfl: 0.799805 loss_bbox: 0.261259 loss_dfl: 0.168313 loss: 1.217252 eta: 3 days, 23:57:02 batch_cost: 2.0630 data_cost: 0.0011 ips: 13.5725 images/s [11/16 07:09:17] ppdet.engine INFO: Epoch: [51] [ 480/3251] learning_rate: 0.096395 loss_vfl: 0.816593 loss_bbox: 0.268205 loss_dfl: 0.190297 loss: 1.299897 eta: 3 days, 23:56:17 batch_cost: 2.0643 data_cost: 0.0009 ips: 13.5642 images/s [11/16 07:10:03] ppdet.engine INFO: Epoch: [51] [ 500/3251] learning_rate: 0.096376 loss_vfl: 0.831336 loss_bbox: 0.320999 loss_dfl: 0.195084 loss: 1.332603 eta: 3 days, 23:55:32 batch_cost: 2.1125 data_cost: 0.0010 ips: 13.2542 images/s [11/16 07:10:50] ppdet.engine INFO: Epoch: [51] [ 520/3251] learning_rate: 0.096357 loss_vfl: 0.802394 loss_bbox: 0.235188 loss_dfl: 0.165259 loss: 1.229534 eta: 3 days, 23:54:49 batch_cost: 2.2181 data_cost: 0.0010 ips: 12.6235 images/s [11/16 07:11:36] ppdet.engine INFO: Epoch: [51] [ 540/3251] learning_rate: 0.096337 loss_vfl: 0.795327 loss_bbox: 0.308751 loss_dfl: 0.204208 loss: 1.324711 eta: 3 days, 23:54:06 batch_cost: 2.1846 data_cost: 0.0011 ips: 12.8168 images/s [11/16 07:12:24] ppdet.engine INFO: Epoch: [51] [ 560/3251] learning_rate: 0.096318 loss_vfl: 0.810228 loss_bbox: 0.270045 loss_dfl: 0.187496 loss: 1.249784 eta: 3 days, 23:53:25 batch_cost: 2.2791 data_cost: 0.0009 ips: 12.2854 images/s [11/16 07:13:11] ppdet.engine INFO: Epoch: [51] [ 580/3251] learning_rate: 0.096299 loss_vfl: 0.801945 loss_bbox: 0.273394 loss_dfl: 0.185785 loss: 1.257019 eta: 3 days, 23:52:41 batch_cost: 2.1828 data_cost: 0.0011 ips: 12.8277 images/s [11/16 07:13:59] ppdet.engine INFO: Epoch: [51] [ 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0.797300 loss_bbox: 0.264945 loss_dfl: 0.182786 loss: 1.248280 eta: 3 days, 23:49:08 batch_cost: 2.2574 data_cost: 0.0013 ips: 12.4038 images/s [11/16 07:17:53] ppdet.engine INFO: Epoch: [51] [ 700/3251] learning_rate: 0.096183 loss_vfl: 0.819733 loss_bbox: 0.283732 loss_dfl: 0.191767 loss: 1.299280 eta: 3 days, 23:48:25 batch_cost: 2.2076 data_cost: 0.0011 ips: 12.6834 images/s [11/16 07:18:37] ppdet.engine INFO: Epoch: [51] [ 720/3251] learning_rate: 0.096164 loss_vfl: 0.796137 loss_bbox: 0.280742 loss_dfl: 0.190250 loss: 1.292625 eta: 3 days, 23:47:40 batch_cost: 2.0839 data_cost: 0.0010 ips: 13.4365 images/s [11/16 07:19:23] ppdet.engine INFO: Epoch: [51] [ 740/3251] learning_rate: 0.096144 loss_vfl: 0.795396 loss_bbox: 0.270749 loss_dfl: 0.186393 loss: 1.252689 eta: 3 days, 23:46:55 batch_cost: 2.1004 data_cost: 0.0009 ips: 13.3310 images/s [11/16 07:20:10] ppdet.engine INFO: Epoch: [51] [ 760/3251] learning_rate: 0.096125 loss_vfl: 0.802893 loss_bbox: 0.286469 loss_dfl: 0.180692 loss: 1.281647 eta: 3 days, 23:46:12 batch_cost: 2.1859 data_cost: 0.0010 ips: 12.8095 images/s [11/16 07:20:56] ppdet.engine INFO: Epoch: [51] [ 780/3251] learning_rate: 0.096106 loss_vfl: 0.821648 loss_bbox: 0.296025 loss_dfl: 0.197885 loss: 1.335397 eta: 3 days, 23:45:29 batch_cost: 2.2243 data_cost: 0.0009 ips: 12.5882 images/s [11/16 07:21:43] ppdet.engine INFO: Epoch: [51] [ 800/3251] learning_rate: 0.096086 loss_vfl: 0.815593 loss_bbox: 0.285963 loss_dfl: 0.197017 loss: 1.298502 eta: 3 days, 23:44:44 batch_cost: 2.1047 data_cost: 0.0011 ips: 13.3034 images/s [11/16 07:22:28] ppdet.engine INFO: Epoch: [51] [ 820/3251] learning_rate: 0.096067 loss_vfl: 0.820209 loss_bbox: 0.289006 loss_dfl: 0.203061 loss: 1.349590 eta: 3 days, 23:44:00 batch_cost: 2.1326 data_cost: 0.0009 ips: 13.1295 images/s [11/16 07:23:14] ppdet.engine INFO: Epoch: [51] [ 840/3251] learning_rate: 0.096048 loss_vfl: 0.807386 loss_bbox: 0.309969 loss_dfl: 0.206521 loss: 1.297611 eta: 3 days, 23:43:17 batch_cost: 2.1918 data_cost: 0.0015 ips: 12.7750 images/s [11/16 07:24:02] ppdet.engine INFO: Epoch: [51] [ 860/3251] learning_rate: 0.096028 loss_vfl: 0.799521 loss_bbox: 0.307298 loss_dfl: 0.195191 loss: 1.332711 eta: 3 days, 23:42:33 batch_cost: 2.1368 data_cost: 0.0010 ips: 13.1034 images/s [11/16 07:24:48] ppdet.engine INFO: Epoch: [51] [ 880/3251] learning_rate: 0.096009 loss_vfl: 0.790458 loss_bbox: 0.255260 loss_dfl: 0.169330 loss: 1.225575 eta: 3 days, 23:41:49 batch_cost: 2.1918 data_cost: 0.0010 ips: 12.7747 images/s [11/16 07:25:36] ppdet.engine INFO: Epoch: [51] [ 900/3251] learning_rate: 0.095990 loss_vfl: 0.798560 loss_bbox: 0.243816 loss_dfl: 0.166373 loss: 1.223722 eta: 3 days, 23:41:08 batch_cost: 2.2774 data_cost: 0.0010 ips: 12.2949 images/s [11/16 07:26:24] ppdet.engine INFO: Epoch: [51] [ 920/3251] learning_rate: 0.095970 loss_vfl: 0.793354 loss_bbox: 0.272159 loss_dfl: 0.179233 loss: 1.249717 eta: 3 days, 23:40:25 batch_cost: 2.2297 data_cost: 0.0009 ips: 12.5576 images/s [11/16 07:27:10] ppdet.engine INFO: Epoch: [51] [ 940/3251] learning_rate: 0.095951 loss_vfl: 0.807290 loss_bbox: 0.279439 loss_dfl: 0.180462 loss: 1.275843 eta: 3 days, 23:39:42 batch_cost: 2.1975 data_cost: 0.0010 ips: 12.7417 images/s [11/16 07:27:57] ppdet.engine INFO: Epoch: [51] [ 960/3251] learning_rate: 0.095932 loss_vfl: 0.818451 loss_bbox: 0.283854 loss_dfl: 0.190514 loss: 1.288201 eta: 3 days, 23:38:59 batch_cost: 2.1826 data_cost: 0.0010 ips: 12.8288 images/s [11/16 07:28:44] ppdet.engine INFO: Epoch: [51] [ 980/3251] learning_rate: 0.095913 loss_vfl: 0.786163 loss_bbox: 0.287775 loss_dfl: 0.186229 loss: 1.270828 eta: 3 days, 23:38:16 batch_cost: 2.2135 data_cost: 0.0009 ips: 12.6498 images/s [11/16 07:29:32] ppdet.engine INFO: Epoch: [51] [1000/3251] learning_rate: 0.095893 loss_vfl: 0.794191 loss_bbox: 0.292995 loss_dfl: 0.183509 loss: 1.294423 eta: 3 days, 23:37:35 batch_cost: 2.2737 data_cost: 0.0010 ips: 12.3148 images/s [11/16 07:30:20] ppdet.engine INFO: Epoch: [51] [1020/3251] learning_rate: 0.095874 loss_vfl: 0.808986 loss_bbox: 0.263425 loss_dfl: 0.178836 loss: 1.270897 eta: 3 days, 23:36:54 batch_cost: 2.3028 data_cost: 0.0011 ips: 12.1592 images/s [11/16 07:31:05] ppdet.engine INFO: Epoch: [51] [1040/3251] learning_rate: 0.095855 loss_vfl: 0.831879 loss_bbox: 0.258582 loss_dfl: 0.179666 loss: 1.311783 eta: 3 days, 23:36:09 batch_cost: 2.1114 data_cost: 0.0011 ips: 13.2613 images/s [11/16 07:31:52] ppdet.engine INFO: Epoch: [51] [1060/3251] learning_rate: 0.095835 loss_vfl: 0.801408 loss_bbox: 0.265203 loss_dfl: 0.185339 loss: 1.217198 eta: 3 days, 23:35:26 batch_cost: 2.2066 data_cost: 0.0010 ips: 12.6893 images/s [11/16 07:32:37] ppdet.engine INFO: Epoch: [51] [1080/3251] learning_rate: 0.095816 loss_vfl: 0.805055 loss_bbox: 0.288215 loss_dfl: 0.183160 loss: 1.262603 eta: 3 days, 23:34:41 batch_cost: 2.0840 data_cost: 0.0012 ips: 13.4356 images/s [11/16 07:33:23] ppdet.engine INFO: Epoch: [51] [1100/3251] learning_rate: 0.095797 loss_vfl: 0.796500 loss_bbox: 0.305838 loss_dfl: 0.195892 loss: 1.285325 eta: 3 days, 23:33:56 batch_cost: 2.0901 data_cost: 0.0010 ips: 13.3968 images/s [11/16 07:34:11] ppdet.engine INFO: Epoch: [51] [1120/3251] learning_rate: 0.095777 loss_vfl: 0.796956 loss_bbox: 0.304605 loss_dfl: 0.193748 loss: 1.298461 eta: 3 days, 23:33:13 batch_cost: 2.2133 data_cost: 0.0010 ips: 12.6508 images/s [11/16 07:34:55] ppdet.engine INFO: Epoch: [51] [1140/3251] learning_rate: 0.095758 loss_vfl: 0.777470 loss_bbox: 0.297122 loss_dfl: 0.181006 loss: 1.263938 eta: 3 days, 23:32:29 batch_cost: 2.1443 data_cost: 0.0010 ips: 13.0579 images/s [11/16 07:35:43] ppdet.engine INFO: Epoch: [51] [1160/3251] learning_rate: 0.095739 loss_vfl: 0.786114 loss_bbox: 0.256926 loss_dfl: 0.185428 loss: 1.233886 eta: 3 days, 23:31:47 batch_cost: 2.2443 data_cost: 0.0011 ips: 12.4762 images/s [11/16 07:36:30] ppdet.engine INFO: Epoch: [51] [1180/3251] learning_rate: 0.095719 loss_vfl: 0.830001 loss_bbox: 0.272241 loss_dfl: 0.193312 loss: 1.303784 eta: 3 days, 23:31:05 batch_cost: 2.2684 data_cost: 0.0014 ips: 12.3434 images/s [11/16 07:37:17] ppdet.engine INFO: Epoch: [51] [1200/3251] learning_rate: 0.095700 loss_vfl: 0.806997 loss_bbox: 0.291339 loss_dfl: 0.203498 loss: 1.298182 eta: 3 days, 23:30:22 batch_cost: 2.1836 data_cost: 0.0009 ips: 12.8231 images/s [11/16 07:38:02] ppdet.engine INFO: Epoch: [51] [1220/3251] learning_rate: 0.095681 loss_vfl: 0.836520 loss_bbox: 0.250854 loss_dfl: 0.170813 loss: 1.253019 eta: 3 days, 23:29:38 batch_cost: 2.1417 data_cost: 0.0010 ips: 13.0736 images/s [11/16 07:38:49] ppdet.engine INFO: Epoch: [51] [1240/3251] learning_rate: 0.095661 loss_vfl: 0.811062 loss_bbox: 0.279735 loss_dfl: 0.181229 loss: 1.273042 eta: 3 days, 23:28:55 batch_cost: 2.2392 data_cost: 0.0010 ips: 12.5047 images/s [11/16 07:39:36] ppdet.engine INFO: Epoch: [51] [1260/3251] learning_rate: 0.095642 loss_vfl: 0.783997 loss_bbox: 0.285308 loss_dfl: 0.186589 loss: 1.262348 eta: 3 days, 23:28:12 batch_cost: 2.1648 data_cost: 0.0010 ips: 12.9342 images/s [11/16 07:40:22] ppdet.engine INFO: Epoch: [51] [1280/3251] learning_rate: 0.095623 loss_vfl: 0.799167 loss_bbox: 0.260948 loss_dfl: 0.162062 loss: 1.256550 eta: 3 days, 23:27:29 batch_cost: 2.2151 data_cost: 0.0009 ips: 12.6406 images/s [11/16 07:41:09] ppdet.engine INFO: Epoch: [51] [1300/3251] learning_rate: 0.095604 loss_vfl: 0.824668 loss_bbox: 0.262310 loss_dfl: 0.168681 loss: 1.268620 eta: 3 days, 23:26:47 batch_cost: 2.2658 data_cost: 0.0010 ips: 12.3578 images/s [11/16 07:41:55] ppdet.engine INFO: Epoch: [51] [1320/3251] learning_rate: 0.095584 loss_vfl: 0.798297 loss_bbox: 0.287105 loss_dfl: 0.184341 loss: 1.282758 eta: 3 days, 23:26:04 batch_cost: 2.2182 data_cost: 0.0010 ips: 12.6228 images/s [11/16 07:42:40] ppdet.engine INFO: Epoch: [51] [1340/3251] learning_rate: 0.095565 loss_vfl: 0.791064 loss_bbox: 0.252143 loss_dfl: 0.177976 loss: 1.249996 eta: 3 days, 23:25:19 batch_cost: 2.0943 data_cost: 0.0009 ips: 13.3699 images/s [11/16 07:43:26] ppdet.engine INFO: Epoch: [51] [1360/3251] learning_rate: 0.095546 loss_vfl: 0.801249 loss_bbox: 0.325067 loss_dfl: 0.200807 loss: 1.337666 eta: 3 days, 23:24:36 batch_cost: 2.2020 data_cost: 0.0012 ips: 12.7157 images/s [11/16 07:44:12] ppdet.engine INFO: Epoch: [51] [1380/3251] learning_rate: 0.095526 loss_vfl: 0.834875 loss_bbox: 0.272162 loss_dfl: 0.175844 loss: 1.280684 eta: 3 days, 23:23:52 batch_cost: 2.1381 data_cost: 0.0010 ips: 13.0956 images/s [11/16 07:44:59] ppdet.engine INFO: Epoch: [51] [1400/3251] learning_rate: 0.095507 loss_vfl: 0.800921 loss_bbox: 0.264903 loss_dfl: 0.181291 loss: 1.268727 eta: 3 days, 23:23:09 batch_cost: 2.1966 data_cost: 0.0010 ips: 12.7472 images/s [11/16 07:45:47] ppdet.engine INFO: Epoch: [51] [1420/3251] learning_rate: 0.095488 loss_vfl: 0.825316 loss_bbox: 0.282661 loss_dfl: 0.189951 loss: 1.309256 eta: 3 days, 23:22:27 batch_cost: 2.2239 data_cost: 0.0011 ips: 12.5905 images/s [11/16 07:46:32] ppdet.engine INFO: Epoch: [51] [1440/3251] learning_rate: 0.095468 loss_vfl: 0.786083 loss_bbox: 0.295962 loss_dfl: 0.193521 loss: 1.296887 eta: 3 days, 23:21:43 batch_cost: 2.1658 data_cost: 0.0013 ips: 12.9280 images/s [11/16 07:47:20] ppdet.engine INFO: Epoch: [51] [1460/3251] learning_rate: 0.095449 loss_vfl: 0.793254 loss_bbox: 0.284596 loss_dfl: 0.182395 loss: 1.221204 eta: 3 days, 23:21:00 batch_cost: 2.2202 data_cost: 0.0018 ips: 12.6114 images/s [11/16 07:48:06] ppdet.engine INFO: Epoch: [51] [1480/3251] learning_rate: 0.095430 loss_vfl: 0.813045 loss_bbox: 0.274187 loss_dfl: 0.180732 loss: 1.267562 eta: 3 days, 23:20:16 batch_cost: 2.1286 data_cost: 0.0010 ips: 13.1542 images/s [11/16 07:48:51] ppdet.engine INFO: Epoch: [51] [1500/3251] learning_rate: 0.095411 loss_vfl: 0.794677 loss_bbox: 0.290585 loss_dfl: 0.192750 loss: 1.295830 eta: 3 days, 23:19:31 batch_cost: 2.1042 data_cost: 0.0011 ips: 13.3068 images/s [11/16 07:49:37] ppdet.engine INFO: Epoch: [51] [1520/3251] learning_rate: 0.095391 loss_vfl: 0.791058 loss_bbox: 0.269619 loss_dfl: 0.173874 loss: 1.257748 eta: 3 days, 23:18:48 batch_cost: 2.2150 data_cost: 0.0009 ips: 12.6408 images/s [11/16 07:50:23] ppdet.engine INFO: Epoch: [51] [1540/3251] learning_rate: 0.095372 loss_vfl: 0.788396 loss_bbox: 0.268958 loss_dfl: 0.172672 loss: 1.242085 eta: 3 days, 23:18:05 batch_cost: 2.1806 data_cost: 0.0009 ips: 12.8406 images/s [11/16 07:51:11] ppdet.engine INFO: Epoch: [51] [1560/3251] learning_rate: 0.095353 loss_vfl: 0.821696 loss_bbox: 0.293013 loss_dfl: 0.180983 loss: 1.318578 eta: 3 days, 23:17:23 batch_cost: 2.2367 data_cost: 0.0009 ips: 12.5184 images/s [11/16 07:51:56] ppdet.engine INFO: Epoch: [51] [1580/3251] learning_rate: 0.095333 loss_vfl: 0.814760 loss_bbox: 0.275917 loss_dfl: 0.193470 loss: 1.293448 eta: 3 days, 23:16:37 batch_cost: 2.0858 data_cost: 0.0010 ips: 13.4242 images/s [11/16 07:52:44] ppdet.engine INFO: Epoch: [51] [1600/3251] learning_rate: 0.095314 loss_vfl: 0.817807 loss_bbox: 0.270540 loss_dfl: 0.176520 loss: 1.270507 eta: 3 days, 23:15:55 batch_cost: 2.2537 data_cost: 0.0009 ips: 12.4238 images/s [11/16 07:53:30] ppdet.engine INFO: Epoch: [51] [1620/3251] learning_rate: 0.095295 loss_vfl: 0.804610 loss_bbox: 0.251178 loss_dfl: 0.165767 loss: 1.234933 eta: 3 days, 23:15:10 batch_cost: 2.0883 data_cost: 0.0033 ips: 13.4080 images/s [11/16 07:54:17] ppdet.engine INFO: Epoch: [51] [1640/3251] learning_rate: 0.095275 loss_vfl: 0.791974 loss_bbox: 0.242715 loss_dfl: 0.165372 loss: 1.205588 eta: 3 days, 23:14:28 batch_cost: 2.2246 data_cost: 0.0010 ips: 12.5863 images/s [11/16 07:55:01] ppdet.engine INFO: Epoch: [51] [1660/3251] learning_rate: 0.095256 loss_vfl: 0.837871 loss_bbox: 0.312999 loss_dfl: 0.210873 loss: 1.337774 eta: 3 days, 23:13:42 batch_cost: 2.0686 data_cost: 0.0009 ips: 13.5357 images/s [11/16 07:55:46] ppdet.engine INFO: Epoch: [51] [1680/3251] learning_rate: 0.095237 loss_vfl: 0.805135 loss_bbox: 0.248550 loss_dfl: 0.168484 loss: 1.256687 eta: 3 days, 23:12:58 batch_cost: 2.1335 data_cost: 0.0010 ips: 13.1242 images/s [11/16 07:56:32] ppdet.engine INFO: Epoch: [51] [1700/3251] learning_rate: 0.095217 loss_vfl: 0.783711 loss_bbox: 0.265251 loss_dfl: 0.184460 loss: 1.267968 eta: 3 days, 23:12:15 batch_cost: 2.2146 data_cost: 0.0009 ips: 12.6432 images/s [11/16 07:57:18] ppdet.engine INFO: Epoch: [51] [1720/3251] learning_rate: 0.095198 loss_vfl: 0.803409 loss_bbox: 0.279410 loss_dfl: 0.182540 loss: 1.250515 eta: 3 days, 23:11:31 batch_cost: 2.1160 data_cost: 0.0012 ips: 13.2328 images/s [11/16 07:58:02] ppdet.engine INFO: Epoch: [51] [1740/3251] learning_rate: 0.095179 loss_vfl: 0.845985 loss_bbox: 0.298630 loss_dfl: 0.197623 loss: 1.291878 eta: 3 days, 23:10:46 batch_cost: 2.1320 data_cost: 0.0009 ips: 13.1333 images/s [11/16 07:58:48] ppdet.engine INFO: Epoch: [51] [1760/3251] learning_rate: 0.095160 loss_vfl: 0.784304 loss_bbox: 0.312133 loss_dfl: 0.196496 loss: 1.305612 eta: 3 days, 23:10:03 batch_cost: 2.1581 data_cost: 0.0009 ips: 12.9743 images/s [11/16 07:59:35] ppdet.engine INFO: Epoch: [51] [1780/3251] learning_rate: 0.095140 loss_vfl: 0.820145 loss_bbox: 0.245935 loss_dfl: 0.166655 loss: 1.239386 eta: 3 days, 23:09:21 batch_cost: 2.2786 data_cost: 0.0010 ips: 12.2881 images/s [11/16 08:00:20] ppdet.engine INFO: Epoch: [51] [1800/3251] learning_rate: 0.095121 loss_vfl: 0.822169 loss_bbox: 0.275086 loss_dfl: 0.181267 loss: 1.254497 eta: 3 days, 23:08:37 batch_cost: 2.1332 data_cost: 0.0012 ips: 13.1260 images/s [11/16 08:01:06] ppdet.engine INFO: Epoch: [51] [1820/3251] learning_rate: 0.095102 loss_vfl: 0.808152 loss_bbox: 0.260716 loss_dfl: 0.181712 loss: 1.269145 eta: 3 days, 23:07:53 batch_cost: 2.1476 data_cost: 0.0011 ips: 13.0377 images/s [11/16 08:01:53] ppdet.engine INFO: Epoch: [51] [1840/3251] learning_rate: 0.095082 loss_vfl: 0.799001 loss_bbox: 0.255543 loss_dfl: 0.171054 loss: 1.282581 eta: 3 days, 23:07:09 batch_cost: 2.1859 data_cost: 0.0010 ips: 12.8095 images/s [11/16 08:02:41] ppdet.engine INFO: Epoch: [51] [1860/3251] learning_rate: 0.095063 loss_vfl: 0.804987 loss_bbox: 0.272318 loss_dfl: 0.177003 loss: 1.263831 eta: 3 days, 23:06:28 batch_cost: 2.2971 data_cost: 0.0009 ips: 12.1895 images/s [11/16 08:03:26] ppdet.engine INFO: Epoch: [51] [1880/3251] learning_rate: 0.095044 loss_vfl: 0.808949 loss_bbox: 0.317689 loss_dfl: 0.199067 loss: 1.325012 eta: 3 days, 23:05:44 batch_cost: 2.1497 data_cost: 0.0012 ips: 13.0249 images/s [11/16 08:04:12] ppdet.engine INFO: Epoch: [51] [1900/3251] learning_rate: 0.095024 loss_vfl: 0.794966 loss_bbox: 0.265570 loss_dfl: 0.172312 loss: 1.217893 eta: 3 days, 23:05:00 batch_cost: 2.1420 data_cost: 0.0010 ips: 13.0721 images/s [11/16 08:05:00] ppdet.engine INFO: Epoch: [51] [1920/3251] learning_rate: 0.095005 loss_vfl: 0.807689 loss_bbox: 0.265842 loss_dfl: 0.177504 loss: 1.266986 eta: 3 days, 23:04:18 batch_cost: 2.2695 data_cost: 0.0009 ips: 12.3375 images/s [11/16 08:05:46] ppdet.engine INFO: Epoch: [51] [1940/3251] learning_rate: 0.094986 loss_vfl: 0.818908 loss_bbox: 0.293192 loss_dfl: 0.179680 loss: 1.301649 eta: 3 days, 23:03:35 batch_cost: 2.1707 data_cost: 0.0009 ips: 12.8988 images/s [11/16 08:06:32] ppdet.engine INFO: Epoch: [51] [1960/3251] learning_rate: 0.094966 loss_vfl: 0.803635 loss_bbox: 0.275961 loss_dfl: 0.188548 loss: 1.278391 eta: 3 days, 23:02:51 batch_cost: 2.1752 data_cost: 0.0010 ips: 12.8725 images/s [11/16 08:07:18] ppdet.engine INFO: Epoch: [51] [1980/3251] learning_rate: 0.094947 loss_vfl: 0.812126 loss_bbox: 0.269038 loss_dfl: 0.178491 loss: 1.265743 eta: 3 days, 23:02:07 batch_cost: 2.1201 data_cost: 0.0010 ips: 13.2069 images/s [11/16 08:08:04] ppdet.engine INFO: Epoch: [51] [2000/3251] learning_rate: 0.094928 loss_vfl: 0.806412 loss_bbox: 0.282589 loss_dfl: 0.188597 loss: 1.258151 eta: 3 days, 23:01:22 batch_cost: 2.1139 data_cost: 0.0010 ips: 13.2455 images/s [11/16 08:08:51] ppdet.engine INFO: Epoch: [51] [2020/3251] learning_rate: 0.094909 loss_vfl: 0.796978 loss_bbox: 0.259568 loss_dfl: 0.178512 loss: 1.233647 eta: 3 days, 23:00:39 batch_cost: 2.1882 data_cost: 0.0013 ips: 12.7957 images/s [11/16 08:09:39] ppdet.engine INFO: Epoch: [51] [2040/3251] learning_rate: 0.094889 loss_vfl: 0.815489 loss_bbox: 0.299926 loss_dfl: 0.194494 loss: 1.292989 eta: 3 days, 22:59:57 batch_cost: 2.2652 data_cost: 0.0011 ips: 12.3607 images/s [11/16 08:10:24] ppdet.engine INFO: Epoch: [51] [2060/3251] learning_rate: 0.094870 loss_vfl: 0.816025 loss_bbox: 0.297859 loss_dfl: 0.193991 loss: 1.341056 eta: 3 days, 22:59:13 batch_cost: 2.1549 data_cost: 0.0010 ips: 12.9937 images/s [11/16 08:11:11] ppdet.engine INFO: Epoch: [51] [2080/3251] learning_rate: 0.094851 loss_vfl: 0.829255 loss_bbox: 0.289426 loss_dfl: 0.192900 loss: 1.295132 eta: 3 days, 22:58:30 batch_cost: 2.1760 data_cost: 0.0010 ips: 12.8674 images/s [11/16 08:11:56] ppdet.engine INFO: Epoch: [51] [2100/3251] learning_rate: 0.094831 loss_vfl: 0.817788 loss_bbox: 0.285162 loss_dfl: 0.188420 loss: 1.277720 eta: 3 days, 22:57:46 batch_cost: 2.1373 data_cost: 0.0009 ips: 13.1004 images/s [11/16 08:12:43] ppdet.engine INFO: Epoch: [51] [2120/3251] learning_rate: 0.094812 loss_vfl: 0.798898 loss_bbox: 0.277012 loss_dfl: 0.184615 loss: 1.263872 eta: 3 days, 22:57:04 batch_cost: 2.2638 data_cost: 0.0010 ips: 12.3686 images/s [11/16 08:13:30] ppdet.engine INFO: Epoch: [51] [2140/3251] learning_rate: 0.094793 loss_vfl: 0.783578 loss_bbox: 0.273113 loss_dfl: 0.190557 loss: 1.262424 eta: 3 days, 22:56:20 batch_cost: 2.1778 data_cost: 0.0012 ips: 12.8571 images/s [11/16 08:14:17] ppdet.engine INFO: Epoch: [51] [2160/3251] learning_rate: 0.094773 loss_vfl: 0.811831 loss_bbox: 0.250773 loss_dfl: 0.179845 loss: 1.258286 eta: 3 days, 22:55:38 batch_cost: 2.2353 data_cost: 0.0010 ips: 12.5265 images/s [11/16 08:15:05] ppdet.engine INFO: Epoch: [51] [2180/3251] learning_rate: 0.094754 loss_vfl: 0.809340 loss_bbox: 0.266296 loss_dfl: 0.176097 loss: 1.238620 eta: 3 days, 22:54:56 batch_cost: 2.2371 data_cost: 0.0010 ips: 12.5162 images/s [11/16 08:15:51] ppdet.engine INFO: Epoch: [51] [2200/3251] learning_rate: 0.094735 loss_vfl: 0.818386 loss_bbox: 0.273333 loss_dfl: 0.187046 loss: 1.256624 eta: 3 days, 22:54:12 batch_cost: 2.1768 data_cost: 0.0010 ips: 12.8632 images/s [11/16 08:16:38] ppdet.engine INFO: Epoch: [51] [2220/3251] learning_rate: 0.094716 loss_vfl: 0.813854 loss_bbox: 0.253656 loss_dfl: 0.175052 loss: 1.285716 eta: 3 days, 22:53:30 batch_cost: 2.2261 data_cost: 0.0010 ips: 12.5781 images/s [11/16 08:17:23] ppdet.engine INFO: Epoch: [51] [2240/3251] learning_rate: 0.094696 loss_vfl: 0.791126 loss_bbox: 0.282254 loss_dfl: 0.187910 loss: 1.272521 eta: 3 days, 22:52:45 batch_cost: 2.1357 data_cost: 0.0011 ips: 13.1105 images/s [11/16 08:18:09] ppdet.engine INFO: Epoch: [51] [2260/3251] learning_rate: 0.094677 loss_vfl: 0.808317 loss_bbox: 0.274023 loss_dfl: 0.185230 loss: 1.261711 eta: 3 days, 22:52:00 batch_cost: 2.0830 data_cost: 0.0010 ips: 13.4422 images/s [11/16 08:18:56] ppdet.engine INFO: Epoch: [51] [2280/3251] learning_rate: 0.094658 loss_vfl: 0.826751 loss_bbox: 0.298547 loss_dfl: 0.186306 loss: 1.313299 eta: 3 days, 22:51:17 batch_cost: 2.1784 data_cost: 0.0011 ips: 12.8535 images/s [11/16 08:19:43] ppdet.engine INFO: Epoch: [51] [2300/3251] learning_rate: 0.094638 loss_vfl: 0.813935 loss_bbox: 0.276984 loss_dfl: 0.188821 loss: 1.289029 eta: 3 days, 22:50:35 batch_cost: 2.2385 data_cost: 0.0010 ips: 12.5083 images/s [11/16 08:20:29] ppdet.engine INFO: Epoch: [51] [2320/3251] learning_rate: 0.094619 loss_vfl: 0.817787 loss_bbox: 0.265512 loss_dfl: 0.173380 loss: 1.291102 eta: 3 days, 22:49:51 batch_cost: 2.1775 data_cost: 0.0009 ips: 12.8586 images/s [11/16 08:21:14] ppdet.engine INFO: Epoch: [51] [2340/3251] learning_rate: 0.094600 loss_vfl: 0.808493 loss_bbox: 0.272585 loss_dfl: 0.177699 loss: 1.282099 eta: 3 days, 22:49:06 batch_cost: 2.1157 data_cost: 0.0009 ips: 13.2345 images/s [11/16 08:22:00] ppdet.engine INFO: Epoch: [51] [2360/3251] learning_rate: 0.094580 loss_vfl: 0.796760 loss_bbox: 0.253881 loss_dfl: 0.170501 loss: 1.210107 eta: 3 days, 22:48:22 batch_cost: 2.1334 data_cost: 0.0019 ips: 13.1243 images/s [11/16 08:22:45] ppdet.engine INFO: Epoch: [51] [2380/3251] learning_rate: 0.094561 loss_vfl: 0.819300 loss_bbox: 0.276094 loss_dfl: 0.181756 loss: 1.305959 eta: 3 days, 22:47:37 batch_cost: 2.1006 data_cost: 0.0015 ips: 13.3293 images/s [11/16 08:23:33] ppdet.engine INFO: Epoch: [51] [2400/3251] learning_rate: 0.094542 loss_vfl: 0.789984 loss_bbox: 0.289685 loss_dfl: 0.190997 loss: 1.276404 eta: 3 days, 22:46:56 batch_cost: 2.3033 data_cost: 0.0012 ips: 12.1567 images/s [11/16 08:24:18] ppdet.engine INFO: Epoch: [51] [2420/3251] learning_rate: 0.094523 loss_vfl: 0.818660 loss_bbox: 0.252443 loss_dfl: 0.174246 loss: 1.227626 eta: 3 days, 22:46:12 batch_cost: 2.1585 data_cost: 0.0010 ips: 12.9719 images/s [11/16 08:25:06] ppdet.engine INFO: Epoch: [51] [2440/3251] learning_rate: 0.094503 loss_vfl: 0.828745 loss_bbox: 0.249994 loss_dfl: 0.172825 loss: 1.279800 eta: 3 days, 22:45:31 batch_cost: 2.2836 data_cost: 0.0015 ips: 12.2611 images/s [11/16 08:25:51] ppdet.engine INFO: Epoch: [51] [2460/3251] learning_rate: 0.094484 loss_vfl: 0.815624 loss_bbox: 0.287333 loss_dfl: 0.194404 loss: 1.304737 eta: 3 days, 22:44:46 batch_cost: 2.0812 data_cost: 0.0010 ips: 13.4540 images/s [11/16 08:26:37] ppdet.engine INFO: Epoch: [51] [2480/3251] learning_rate: 0.094465 loss_vfl: 0.787079 loss_bbox: 0.288284 loss_dfl: 0.190083 loss: 1.297719 eta: 3 days, 22:44:01 batch_cost: 2.1086 data_cost: 0.0009 ips: 13.2792 images/s [11/16 08:27:24] ppdet.engine INFO: Epoch: [51] [2500/3251] learning_rate: 0.094445 loss_vfl: 0.790248 loss_bbox: 0.310192 loss_dfl: 0.185278 loss: 1.263208 eta: 3 days, 22:43:18 batch_cost: 2.2156 data_cost: 0.0012 ips: 12.6378 images/s [11/16 08:28:10] ppdet.engine INFO: Epoch: [51] [2520/3251] learning_rate: 0.094426 loss_vfl: 0.794484 loss_bbox: 0.248941 loss_dfl: 0.180083 loss: 1.235664 eta: 3 days, 22:42:35 batch_cost: 2.1743 data_cost: 0.0011 ips: 12.8775 images/s [11/16 08:28:57] ppdet.engine INFO: Epoch: [51] [2540/3251] learning_rate: 0.094407 loss_vfl: 0.818373 loss_bbox: 0.253202 loss_dfl: 0.175263 loss: 1.246240 eta: 3 days, 22:41:50 batch_cost: 2.1137 data_cost: 0.0009 ips: 13.2470 images/s [11/16 08:29:44] ppdet.engine INFO: Epoch: [51] [2560/3251] learning_rate: 0.094388 loss_vfl: 0.794022 loss_bbox: 0.265416 loss_dfl: 0.182353 loss: 1.237619 eta: 3 days, 22:41:06 batch_cost: 2.1634 data_cost: 0.0012 ips: 12.9428 images/s [11/16 08:30:30] ppdet.engine INFO: Epoch: [51] [2580/3251] learning_rate: 0.094368 loss_vfl: 0.812419 loss_bbox: 0.265057 loss_dfl: 0.178363 loss: 1.237874 eta: 3 days, 22:40:23 batch_cost: 2.1687 data_cost: 0.0010 ips: 12.9109 images/s [11/16 08:31:17] ppdet.engine INFO: Epoch: [51] [2600/3251] learning_rate: 0.094349 loss_vfl: 0.806250 loss_bbox: 0.286784 loss_dfl: 0.186581 loss: 1.276782 eta: 3 days, 22:39:40 batch_cost: 2.2125 data_cost: 0.0010 ips: 12.6552 images/s [11/16 08:32:05] ppdet.engine INFO: Epoch: [51] [2620/3251] learning_rate: 0.094330 loss_vfl: 0.793105 loss_bbox: 0.293252 loss_dfl: 0.194251 loss: 1.307319 eta: 3 days, 22:38:57 batch_cost: 2.2238 data_cost: 0.0009 ips: 12.5912 images/s [11/16 08:32:50] ppdet.engine INFO: Epoch: [51] [2640/3251] learning_rate: 0.094310 loss_vfl: 0.779921 loss_bbox: 0.290439 loss_dfl: 0.197792 loss: 1.300383 eta: 3 days, 22:38:13 batch_cost: 2.1233 data_cost: 0.0010 ips: 13.1868 images/s [11/16 08:33:36] ppdet.engine INFO: Epoch: [51] [2660/3251] learning_rate: 0.094291 loss_vfl: 0.805202 loss_bbox: 0.257058 loss_dfl: 0.185579 loss: 1.263282 eta: 3 days, 22:37:26 batch_cost: 2.0019 data_cost: 0.0012 ips: 13.9867 images/s [11/16 08:34:23] ppdet.engine INFO: Epoch: [51] [2680/3251] learning_rate: 0.094272 loss_vfl: 0.829845 loss_bbox: 0.264014 loss_dfl: 0.171243 loss: 1.252730 eta: 3 days, 22:36:43 batch_cost: 2.2038 data_cost: 0.0009 ips: 12.7052 images/s [11/16 08:35:10] ppdet.engine INFO: Epoch: [51] [2700/3251] learning_rate: 0.094252 loss_vfl: 0.807234 loss_bbox: 0.278828 loss_dfl: 0.183879 loss: 1.330046 eta: 3 days, 22:36:00 batch_cost: 2.1621 data_cost: 0.0013 ips: 12.9501 images/s [11/16 08:35:57] ppdet.engine INFO: Epoch: [51] [2720/3251] learning_rate: 0.094233 loss_vfl: 0.801315 loss_bbox: 0.296879 loss_dfl: 0.188786 loss: 1.278461 eta: 3 days, 22:35:17 batch_cost: 2.2335 data_cost: 0.0009 ips: 12.5362 images/s [11/16 08:36:45] ppdet.engine INFO: Epoch: [51] [2740/3251] learning_rate: 0.094214 loss_vfl: 0.817987 loss_bbox: 0.292275 loss_dfl: 0.182748 loss: 1.297466 eta: 3 days, 22:34:36 batch_cost: 2.2925 data_cost: 0.0014 ips: 12.2135 images/s [11/16 08:37:31] ppdet.engine INFO: Epoch: [51] [2760/3251] learning_rate: 0.094195 loss_vfl: 0.813651 loss_bbox: 0.298548 loss_dfl: 0.197892 loss: 1.327222 eta: 3 days, 22:33:54 batch_cost: 2.2386 data_cost: 0.0009 ips: 12.5076 images/s [11/16 08:38:19] ppdet.engine INFO: Epoch: [51] [2780/3251] learning_rate: 0.094175 loss_vfl: 0.797989 loss_bbox: 0.268707 loss_dfl: 0.184354 loss: 1.255444 eta: 3 days, 22:33:11 batch_cost: 2.2150 data_cost: 0.0012 ips: 12.6411 images/s [11/16 08:39:07] ppdet.engine INFO: Epoch: [51] [2800/3251] learning_rate: 0.094156 loss_vfl: 0.829537 loss_bbox: 0.288385 loss_dfl: 0.188292 loss: 1.311904 eta: 3 days, 22:32:29 batch_cost: 2.2578 data_cost: 0.0009 ips: 12.4013 images/s [11/16 08:39:53] ppdet.engine INFO: Epoch: [51] [2820/3251] learning_rate: 0.094137 loss_vfl: 0.814675 loss_bbox: 0.302495 loss_dfl: 0.195472 loss: 1.323727 eta: 3 days, 22:31:46 batch_cost: 2.1956 data_cost: 0.0015 ips: 12.7529 images/s [11/16 08:40:42] ppdet.engine INFO: Epoch: [51] [2840/3251] learning_rate: 0.094117 loss_vfl: 0.813528 loss_bbox: 0.310205 loss_dfl: 0.190368 loss: 1.292579 eta: 3 days, 22:31:04 batch_cost: 2.2679 data_cost: 0.0009 ips: 12.3461 images/s [11/16 08:41:26] ppdet.engine INFO: Epoch: [51] [2860/3251] learning_rate: 0.094098 loss_vfl: 0.791309 loss_bbox: 0.244876 loss_dfl: 0.178560 loss: 1.219038 eta: 3 days, 22:30:19 batch_cost: 2.0700 data_cost: 0.0014 ips: 13.5266 images/s [11/16 08:42:13] ppdet.engine INFO: Epoch: [51] [2880/3251] learning_rate: 0.094079 loss_vfl: 0.810957 loss_bbox: 0.265691 loss_dfl: 0.171311 loss: 1.245568 eta: 3 days, 22:29:35 batch_cost: 2.1477 data_cost: 0.0009 ips: 13.0370 images/s [11/16 08:42:58] ppdet.engine INFO: Epoch: [51] [2900/3251] learning_rate: 0.094060 loss_vfl: 0.816182 loss_bbox: 0.289856 loss_dfl: 0.195539 loss: 1.305366 eta: 3 days, 22:28:51 batch_cost: 2.1567 data_cost: 0.0009 ips: 12.9830 images/s [11/16 08:43:45] ppdet.engine INFO: Epoch: [51] [2920/3251] learning_rate: 0.094040 loss_vfl: 0.826982 loss_bbox: 0.290885 loss_dfl: 0.182005 loss: 1.304336 eta: 3 days, 22:28:07 batch_cost: 2.1815 data_cost: 0.0010 ips: 12.8350 images/s [11/16 08:44:30] ppdet.engine INFO: Epoch: [51] [2940/3251] learning_rate: 0.094021 loss_vfl: 0.789890 loss_bbox: 0.259893 loss_dfl: 0.170023 loss: 1.217003 eta: 3 days, 22:27:23 batch_cost: 2.1435 data_cost: 0.0010 ips: 13.0628 images/s [11/16 08:45:16] ppdet.engine INFO: Epoch: [51] [2960/3251] learning_rate: 0.094002 loss_vfl: 0.806615 loss_bbox: 0.300106 loss_dfl: 0.199578 loss: 1.292968 eta: 3 days, 22:26:40 batch_cost: 2.1696 data_cost: 0.0010 ips: 12.9058 images/s [11/16 08:46:03] ppdet.engine INFO: Epoch: [51] [2980/3251] learning_rate: 0.093982 loss_vfl: 0.798573 loss_bbox: 0.281853 loss_dfl: 0.185098 loss: 1.289008 eta: 3 days, 22:25:57 batch_cost: 2.2153 data_cost: 0.0010 ips: 12.6396 images/s [11/16 08:46:49] ppdet.engine INFO: Epoch: [51] [3000/3251] learning_rate: 0.093963 loss_vfl: 0.803568 loss_bbox: 0.287036 loss_dfl: 0.195850 loss: 1.273173 eta: 3 days, 22:25:13 batch_cost: 2.1292 data_cost: 0.0016 ips: 13.1506 images/s [11/16 08:47:36] ppdet.engine INFO: Epoch: [51] [3020/3251] learning_rate: 0.093944 loss_vfl: 0.816056 loss_bbox: 0.295361 loss_dfl: 0.190332 loss: 1.312151 eta: 3 days, 22:24:28 batch_cost: 2.1319 data_cost: 0.0010 ips: 13.1337 images/s [11/16 08:48:19] ppdet.engine INFO: Epoch: [51] [3040/3251] learning_rate: 0.093924 loss_vfl: 0.803975 loss_bbox: 0.309510 loss_dfl: 0.191714 loss: 1.319209 eta: 3 days, 22:23:42 batch_cost: 1.9999 data_cost: 0.0014 ips: 14.0010 images/s [11/16 08:49:06] ppdet.engine INFO: Epoch: [51] [3060/3251] learning_rate: 0.093905 loss_vfl: 0.804248 loss_bbox: 0.303433 loss_dfl: 0.194147 loss: 1.329722 eta: 3 days, 22:22:59 batch_cost: 2.2103 data_cost: 0.0010 ips: 12.6680 images/s [11/16 08:49:52] ppdet.engine INFO: Epoch: [51] [3080/3251] learning_rate: 0.093886 loss_vfl: 0.809739 loss_bbox: 0.278402 loss_dfl: 0.181551 loss: 1.269251 eta: 3 days, 22:22:14 batch_cost: 2.1203 data_cost: 0.0010 ips: 13.2055 images/s [11/16 08:50:40] ppdet.engine INFO: Epoch: [51] [3100/3251] learning_rate: 0.093867 loss_vfl: 0.813775 loss_bbox: 0.314493 loss_dfl: 0.213163 loss: 1.332710 eta: 3 days, 22:21:32 batch_cost: 2.2480 data_cost: 0.0010 ips: 12.4555 images/s [11/16 08:51:24] ppdet.engine INFO: Epoch: [51] [3120/3251] learning_rate: 0.093847 loss_vfl: 0.801173 loss_bbox: 0.272570 loss_dfl: 0.183266 loss: 1.261252 eta: 3 days, 22:20:46 batch_cost: 2.0294 data_cost: 0.0010 ips: 13.7971 images/s [11/16 08:52:10] ppdet.engine INFO: Epoch: [51] [3140/3251] learning_rate: 0.093828 loss_vfl: 0.840832 loss_bbox: 0.281725 loss_dfl: 0.180668 loss: 1.290915 eta: 3 days, 22:20:02 batch_cost: 2.1275 data_cost: 0.0010 ips: 13.1613 images/s [11/16 08:52:57] ppdet.engine INFO: Epoch: [51] [3160/3251] learning_rate: 0.093809 loss_vfl: 0.801015 loss_bbox: 0.289069 loss_dfl: 0.184368 loss: 1.290414 eta: 3 days, 22:19:19 batch_cost: 2.2000 data_cost: 0.0009 ips: 12.7275 images/s [11/16 08:53:45] ppdet.engine INFO: Epoch: [51] [3180/3251] learning_rate: 0.093789 loss_vfl: 0.796785 loss_bbox: 0.269443 loss_dfl: 0.186656 loss: 1.278804 eta: 3 days, 22:18:35 batch_cost: 2.1939 data_cost: 0.0011 ips: 12.7628 images/s [11/16 08:54:31] ppdet.engine INFO: Epoch: [51] [3200/3251] learning_rate: 0.093770 loss_vfl: 0.809976 loss_bbox: 0.249140 loss_dfl: 0.166721 loss: 1.243971 eta: 3 days, 22:17:50 batch_cost: 2.0486 data_cost: 0.0012 ips: 13.6681 images/s [11/16 08:55:17] ppdet.engine INFO: Epoch: [51] [3220/3251] learning_rate: 0.093751 loss_vfl: 0.826971 loss_bbox: 0.266658 loss_dfl: 0.179589 loss: 1.261435 eta: 3 days, 22:17:06 batch_cost: 2.1754 data_cost: 0.0011 ips: 12.8710 images/s [11/16 08:56:04] ppdet.engine INFO: Epoch: [51] [3240/3251] learning_rate: 0.093732 loss_vfl: 0.782792 loss_bbox: 0.284475 loss_dfl: 0.191577 loss: 1.257047 eta: 3 days, 22:16:23 batch_cost: 2.1862 data_cost: 0.0014 ips: 12.8077 images/s [11/16 08:56:24] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_lcnet_2_5x_640_mainbody [11/16 08:56:25] ppdet.engine INFO: Eval iter: 0 [11/16 08:57:12] ppdet.engine INFO: Eval iter: 100 [11/16 08:57:38] ppdet.engine INFO: Eval iter: 200 [11/16 08:58:04] ppdet.engine INFO: Eval iter: 300 [11/16 08:58:32] ppdet.engine INFO: Eval iter: 400 [11/16 08:59:00] ppdet.engine INFO: Eval iter: 500 [11/16 08:59:30] ppdet.engine INFO: Eval iter: 600 [11/16 08:59:58] ppdet.engine INFO: Eval iter: 700 [11/16 09:00:27] ppdet.engine INFO: Eval iter: 800 [11/16 09:00:54] ppdet.engine INFO: Eval iter: 900 [11/16 09:01:22] ppdet.engine INFO: Eval iter: 1000 [11/16 09:01:51] ppdet.engine INFO: Eval iter: 1100 [11/16 09:02:18] ppdet.engine INFO: Eval iter: 1200 [11/16 09:02:43] ppdet.engine INFO: Eval iter: 1300 [11/16 09:03:09] ppdet.engine INFO: Eval iter: 1400 [11/16 09:03:36] ppdet.engine INFO: Eval iter: 1500 [11/16 09:04:02] ppdet.engine INFO: Eval iter: 1600 [11/16 09:04:29] ppdet.engine INFO: Eval iter: 1700 [11/16 09:04:55] ppdet.engine INFO: Eval iter: 1800 [11/16 09:05:21] ppdet.engine INFO: Eval iter: 1900 [11/16 09:05:47] ppdet.engine INFO: Eval iter: 2000 [11/16 09:06:14] ppdet.engine INFO: Eval iter: 2100 [11/16 09:06:41] ppdet.engine INFO: Eval iter: 2200 [11/16 09:07:08] ppdet.engine INFO: Eval iter: 2300 [11/16 09:08:07] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json. loading annotations into memory... Done (t=1.18s) creating index... index created! [11/16 09:08:09] ppdet.metrics.coco_utils INFO: Start evaluate... Loading and preparing results... DONE (t=17.64s) creating index... index created! Running per image evaluation... Evaluate annotation type *bbox* DONE (t=368.19s). Accumulating evaluation results... DONE (t=28.84s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.399 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.598 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.424 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.216 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.447 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.523 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.082 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.392 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.600 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.358 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 ] = 0.759 [11/16 09:15:07] ppdet.engine INFO: Total sample number: 19074, averge FPS: 28.500569040218036 [11/16 09:15:07] ppdet.engine INFO: Best test bbox ap is 0.415. [11/16 09:15:08] ppdet.engine INFO: Epoch: [52] [ 0/3251] learning_rate: 0.093721 loss_vfl: 0.788938 loss_bbox: 0.247349 loss_dfl: 0.178405 loss: 1.234965 eta: 3 days, 22:15:46 batch_cost: 1.4821 data_cost: 0.0013 ips: 18.8917 images/s [11/16 09:15:55] ppdet.engine INFO: Epoch: [52] [ 20/3251] learning_rate: 0.093702 loss_vfl: 0.813618 loss_bbox: 0.286872 loss_dfl: 0.183662 loss: 1.292806 eta: 3 days, 22:15:04 batch_cost: 2.2268 data_cost: 0.0022 ips: 12.5742 images/s [11/16 09:16:40] ppdet.engine INFO: Epoch: [52] [ 40/3251] learning_rate: 0.093682 loss_vfl: 0.789782 loss_bbox: 0.296913 loss_dfl: 0.196816 loss: 1.283377 eta: 3 days, 22:14:17 batch_cost: 1.9911 data_cost: 0.0011 ips: 14.0628 images/s [11/16 09:17:26] ppdet.engine INFO: Epoch: [52] [ 60/3251] learning_rate: 0.093663 loss_vfl: 0.802397 loss_bbox: 0.280505 loss_dfl: 0.182632 loss: 1.270767 eta: 3 days, 22:13:34 batch_cost: 2.2132 data_cost: 0.0009 ips: 12.6515 images/s [11/16 09:18:13] ppdet.engine INFO: Epoch: [52] [ 80/3251] learning_rate: 0.093644 loss_vfl: 0.790251 loss_bbox: 0.275166 loss_dfl: 0.177137 loss: 1.235858 eta: 3 days, 22:12:50 batch_cost: 2.1650 data_cost: 0.0009 ips: 12.9331 images/s [11/16 09:19:02] ppdet.engine INFO: Epoch: [52] [ 100/3251] learning_rate: 0.093625 loss_vfl: 0.823964 loss_bbox: 0.295183 loss_dfl: 0.189342 loss: 1.299367 eta: 3 days, 22:12:10 batch_cost: 2.3466 data_cost: 0.0010 ips: 11.9322 images/s [11/16 09:19:50] ppdet.engine INFO: Epoch: [52] [ 120/3251] learning_rate: 0.093605 loss_vfl: 0.817546 loss_bbox: 0.263840 loss_dfl: 0.184742 loss: 1.256546 eta: 3 days, 22:11:28 batch_cost: 2.2425 data_cost: 0.0010 ips: 12.4863 images/s [11/16 09:20:37] ppdet.engine INFO: Epoch: [52] [ 140/3251] learning_rate: 0.093586 loss_vfl: 0.816855 loss_bbox: 0.255515 loss_dfl: 0.176669 loss: 1.229172 eta: 3 days, 22:10:44 batch_cost: 2.1806 data_cost: 0.0016 ips: 12.8405 images/s [11/16 09:21:24] ppdet.engine INFO: Epoch: [52] [ 160/3251] learning_rate: 0.093567 loss_vfl: 0.790614 loss_bbox: 0.286165 loss_dfl: 0.187906 loss: 1.269147 eta: 3 days, 22:10:02 batch_cost: 2.2466 data_cost: 0.0011 ips: 12.4634 images/s [11/16 09:22:11] ppdet.engine INFO: Epoch: [52] [ 180/3251] learning_rate: 0.093547 loss_vfl: 0.796530 loss_bbox: 0.274370 loss_dfl: 0.183447 loss: 1.264532 eta: 3 days, 22:09:20 batch_cost: 2.2307 data_cost: 0.0011 ips: 12.5524 images/s [11/16 09:22:58] ppdet.engine INFO: Epoch: [52] [ 200/3251] learning_rate: 0.093528 loss_vfl: 0.795810 loss_bbox: 0.253495 loss_dfl: 0.170678 loss: 1.215596 eta: 3 days, 22:08:36 batch_cost: 2.1892 data_cost: 0.0012 ips: 12.7903 images/s [11/16 09:23:45] ppdet.engine INFO: Epoch: [52] [ 220/3251] learning_rate: 0.093509 loss_vfl: 0.797628 loss_bbox: 0.279278 loss_dfl: 0.185300 loss: 1.260345 eta: 3 days, 22:07:52 batch_cost: 2.1406 data_cost: 0.0011 ips: 13.0804 images/s [11/16 09:24:33] ppdet.engine INFO: Epoch: [52] [ 240/3251] learning_rate: 0.093489 loss_vfl: 0.798436 loss_bbox: 0.281579 loss_dfl: 0.184515 loss: 1.280137 eta: 3 days, 22:07:11 batch_cost: 2.3069 data_cost: 0.0010 ips: 12.1376 images/s [11/16 09:25:18] ppdet.engine INFO: Epoch: [52] [ 260/3251] learning_rate: 0.093470 loss_vfl: 0.825517 loss_bbox: 0.273407 loss_dfl: 0.187051 loss: 1.300391 eta: 3 days, 22:06:27 batch_cost: 2.1214 data_cost: 0.0010 ips: 13.1988 images/s [11/16 09:26:03] ppdet.engine INFO: Epoch: [52] [ 280/3251] learning_rate: 0.093451 loss_vfl: 0.800472 loss_bbox: 0.273596 loss_dfl: 0.188939 loss: 1.284304 eta: 3 days, 22:05:43 batch_cost: 2.1463 data_cost: 0.0012 ips: 13.0458 images/s [11/16 09:26:49] ppdet.engine INFO: Epoch: [52] [ 300/3251] learning_rate: 0.093432 loss_vfl: 0.805389 loss_bbox: 0.279860 loss_dfl: 0.187791 loss: 1.284822 eta: 3 days, 22:04:59 batch_cost: 2.1727 data_cost: 0.0009 ips: 12.8873 images/s [11/16 09:27:36] ppdet.engine INFO: Epoch: [52] [ 320/3251] learning_rate: 0.093412 loss_vfl: 0.792405 loss_bbox: 0.272825 loss_dfl: 0.183601 loss: 1.241131 eta: 3 days, 22:04:17 batch_cost: 2.2613 data_cost: 0.0009 ips: 12.3820 images/s [11/16 09:28:21] ppdet.engine INFO: Epoch: [52] [ 340/3251] learning_rate: 0.093393 loss_vfl: 0.804602 loss_bbox: 0.290480 loss_dfl: 0.185906 loss: 1.312695 eta: 3 days, 22:03:34 batch_cost: 2.1710 data_cost: 0.0009 ips: 12.8976 images/s [11/16 09:29:06] ppdet.engine INFO: Epoch: [52] [ 360/3251] learning_rate: 0.093374 loss_vfl: 0.798747 loss_bbox: 0.286292 loss_dfl: 0.186449 loss: 1.271973 eta: 3 days, 22:02:49 batch_cost: 2.1050 data_cost: 0.0011 ips: 13.3019 images/s [11/16 09:29:54] ppdet.engine INFO: Epoch: [52] [ 380/3251] learning_rate: 0.093355 loss_vfl: 0.791296 loss_bbox: 0.231957 loss_dfl: 0.159230 loss: 1.200962 eta: 3 days, 22:02:07 batch_cost: 2.2432 data_cost: 0.0009 ips: 12.4820 images/s [11/16 09:30:40] ppdet.engine INFO: Epoch: [52] [ 400/3251] learning_rate: 0.093335 loss_vfl: 0.796395 loss_bbox: 0.258252 loss_dfl: 0.178826 loss: 1.246369 eta: 3 days, 22:01:22 batch_cost: 2.0962 data_cost: 0.0019 ips: 13.3572 images/s [11/16 09:31:29] ppdet.engine INFO: Epoch: [52] [ 420/3251] learning_rate: 0.093316 loss_vfl: 0.798865 loss_bbox: 0.264174 loss_dfl: 0.170026 loss: 1.234766 eta: 3 days, 22:00:41 batch_cost: 2.3072 data_cost: 0.0014 ips: 12.1361 images/s [11/16 09:32:14] ppdet.engine INFO: Epoch: [52] [ 440/3251] learning_rate: 0.093297 loss_vfl: 0.782102 loss_bbox: 0.280785 loss_dfl: 0.193578 loss: 1.239097 eta: 3 days, 21:59:57 batch_cost: 2.1390 data_cost: 0.0010 ips: 13.0903 images/s [11/16 09:32:59] ppdet.engine INFO: Epoch: [52] [ 460/3251] learning_rate: 0.093277 loss_vfl: 0.788460 loss_bbox: 0.259477 loss_dfl: 0.182662 loss: 1.234468 eta: 3 days, 21:59:11 batch_cost: 2.0316 data_cost: 0.0010 ips: 13.7821 images/s [11/16 09:33:45] ppdet.engine INFO: Epoch: [52] [ 480/3251] learning_rate: 0.093258 loss_vfl: 0.793292 loss_bbox: 0.281776 loss_dfl: 0.176241 loss: 1.228199 eta: 3 days, 21:58:27 batch_cost: 2.1783 data_cost: 0.0009 ips: 12.8538 images/s [11/16 09:34:31] ppdet.engine INFO: Epoch: [52] [ 500/3251] learning_rate: 0.093239 loss_vfl: 0.768880 loss_bbox: 0.277849 loss_dfl: 0.172624 loss: 1.242640 eta: 3 days, 21:57:44 batch_cost: 2.1821 data_cost: 0.0018 ips: 12.8319 images/s [11/16 09:35:15] ppdet.engine INFO: Epoch: [52] [ 520/3251] learning_rate: 0.093220 loss_vfl: 0.775754 loss_bbox: 0.282172 loss_dfl: 0.182498 loss: 1.274043 eta: 3 days, 21:56:58 batch_cost: 2.0514 data_cost: 0.0009 ips: 13.6492 images/s [11/16 09:35:59] ppdet.engine INFO: Epoch: [52] [ 540/3251] learning_rate: 0.093200 loss_vfl: 0.782290 loss_bbox: 0.308490 loss_dfl: 0.194682 loss: 1.286653 eta: 3 days, 21:56:13 batch_cost: 2.0956 data_cost: 0.0010 ips: 13.3613 images/s [11/16 09:36:45] ppdet.engine INFO: Epoch: [52] [ 560/3251] learning_rate: 0.093181 loss_vfl: 0.815135 loss_bbox: 0.274854 loss_dfl: 0.192471 loss: 1.274239 eta: 3 days, 21:55:28 batch_cost: 2.0851 data_cost: 0.0013 ips: 13.4287 images/s [11/16 09:37:33] ppdet.engine INFO: Epoch: [52] [ 580/3251] learning_rate: 0.093162 loss_vfl: 0.790409 loss_bbox: 0.254025 loss_dfl: 0.164456 loss: 1.222578 eta: 3 days, 21:54:46 batch_cost: 2.2767 data_cost: 0.0010 ips: 12.2988 images/s [11/16 09:38:19] ppdet.engine INFO: Epoch: [52] [ 600/3251] learning_rate: 0.093142 loss_vfl: 0.806425 loss_bbox: 0.291435 loss_dfl: 0.199387 loss: 1.296051 eta: 3 days, 21:54:02 batch_cost: 2.1561 data_cost: 0.0010 ips: 12.9864 images/s [11/16 09:39:06] ppdet.engine INFO: Epoch: [52] [ 620/3251] learning_rate: 0.093123 loss_vfl: 0.807244 loss_bbox: 0.245124 loss_dfl: 0.167172 loss: 1.230009 eta: 3 days, 21:53:19 batch_cost: 2.1785 data_cost: 0.0010 ips: 12.8529 images/s [11/16 09:39:52] ppdet.engine INFO: Epoch: [52] [ 640/3251] learning_rate: 0.093104 loss_vfl: 0.794122 loss_bbox: 0.295311 loss_dfl: 0.198025 loss: 1.277896 eta: 3 days, 21:52:36 batch_cost: 2.2027 data_cost: 0.0011 ips: 12.7119 images/s [11/16 09:40:37] ppdet.engine INFO: Epoch: [52] [ 660/3251] learning_rate: 0.093085 loss_vfl: 0.804431 loss_bbox: 0.266013 loss_dfl: 0.179709 loss: 1.253679 eta: 3 days, 21:51:52 batch_cost: 2.1691 data_cost: 0.0011 ips: 12.9085 images/s [11/16 09:41:25] ppdet.engine INFO: Epoch: [52] [ 680/3251] learning_rate: 0.093065 loss_vfl: 0.814123 loss_bbox: 0.262728 loss_dfl: 0.174546 loss: 1.250816 eta: 3 days, 21:51:10 batch_cost: 2.2502 data_cost: 0.0010 ips: 12.4431 images/s [11/16 09:42:12] ppdet.engine INFO: Epoch: [52] [ 700/3251] learning_rate: 0.093046 loss_vfl: 0.790094 loss_bbox: 0.256109 loss_dfl: 0.169171 loss: 1.227957 eta: 3 days, 21:50:26 batch_cost: 2.1435 data_cost: 0.0015 ips: 13.0628 images/s [11/16 09:42:57] ppdet.engine INFO: Epoch: [52] [ 720/3251] learning_rate: 0.093027 loss_vfl: 0.782469 loss_bbox: 0.262077 loss_dfl: 0.185548 loss: 1.247874 eta: 3 days, 21:49:42 batch_cost: 2.1148 data_cost: 0.0009 ips: 13.2399 images/s [11/16 09:43:44] ppdet.engine INFO: Epoch: [52] [ 740/3251] learning_rate: 0.093007 loss_vfl: 0.843030 loss_bbox: 0.265795 loss_dfl: 0.173600 loss: 1.304384 eta: 3 days, 21:48:59 batch_cost: 2.2356 data_cost: 0.0010 ips: 12.5244 images/s [11/16 09:44:29] ppdet.engine INFO: Epoch: [52] [ 760/3251] learning_rate: 0.092988 loss_vfl: 0.801721 loss_bbox: 0.270614 loss_dfl: 0.181723 loss: 1.260630 eta: 3 days, 21:48:15 batch_cost: 2.1169 data_cost: 0.0010 ips: 13.2267 images/s [11/16 09:45:16] ppdet.engine INFO: Epoch: [52] [ 780/3251] learning_rate: 0.092969 loss_vfl: 0.810531 loss_bbox: 0.285656 loss_dfl: 0.190650 loss: 1.297485 eta: 3 days, 21:47:32 batch_cost: 2.2267 data_cost: 0.0011 ips: 12.5746 images/s [11/16 09:46:03] ppdet.engine INFO: Epoch: [52] [ 800/3251] learning_rate: 0.092950 loss_vfl: 0.789846 loss_bbox: 0.297994 loss_dfl: 0.196485 loss: 1.259288 eta: 3 days, 21:46:51 batch_cost: 2.2740 data_cost: 0.0009 ips: 12.3132 images/s [11/16 09:46:49] ppdet.engine INFO: Epoch: [52] [ 820/3251] learning_rate: 0.092930 loss_vfl: 0.797408 loss_bbox: 0.311993 loss_dfl: 0.199130 loss: 1.293730 eta: 3 days, 21:46:06 batch_cost: 2.1189 data_cost: 0.0010 ips: 13.2142 images/s [11/16 09:47:36] ppdet.engine INFO: Epoch: [52] [ 840/3251] learning_rate: 0.092911 loss_vfl: 0.799901 loss_bbox: 0.310404 loss_dfl: 0.209880 loss: 1.319378 eta: 3 days, 21:45:23 batch_cost: 2.2262 data_cost: 0.0010 ips: 12.5776 images/s [11/16 09:48:23] ppdet.engine INFO: Epoch: [52] [ 860/3251] learning_rate: 0.092892 loss_vfl: 0.818065 loss_bbox: 0.253340 loss_dfl: 0.166509 loss: 1.239845 eta: 3 days, 21:44:41 batch_cost: 2.2393 data_cost: 0.0009 ips: 12.5040 images/s [11/16 09:49:09] ppdet.engine INFO: Epoch: [52] [ 880/3251] learning_rate: 0.092872 loss_vfl: 0.791794 loss_bbox: 0.274332 loss_dfl: 0.199175 loss: 1.264729 eta: 3 days, 21:43:58 batch_cost: 2.1736 data_cost: 0.0011 ips: 12.8820 images/s [11/16 09:49:55] ppdet.engine INFO: Epoch: [52] [ 900/3251] learning_rate: 0.092853 loss_vfl: 0.813673 loss_bbox: 0.313963 loss_dfl: 0.205998 loss: 1.325558 eta: 3 days, 21:43:14 batch_cost: 2.1386 data_cost: 0.0009 ips: 13.0928 images/s [11/16 09:50:41] ppdet.engine INFO: Epoch: [52] [ 920/3251] learning_rate: 0.092834 loss_vfl: 0.820570 loss_bbox: 0.259975 loss_dfl: 0.179020 loss: 1.260952 eta: 3 days, 21:42:31 batch_cost: 2.2059 data_cost: 0.0009 ips: 12.6933 images/s [11/16 09:51:27] ppdet.engine INFO: Epoch: [52] [ 940/3251] learning_rate: 0.092815 loss_vfl: 0.794765 loss_bbox: 0.324072 loss_dfl: 0.196901 loss: 1.327511 eta: 3 days, 21:41:48 batch_cost: 2.2017 data_cost: 0.0011 ips: 12.7176 images/s [11/16 09:52:16] ppdet.engine INFO: Epoch: [52] [ 960/3251] learning_rate: 0.092795 loss_vfl: 0.804698 loss_bbox: 0.276302 loss_dfl: 0.180685 loss: 1.238531 eta: 3 days, 21:41:06 batch_cost: 2.2752 data_cost: 0.0012 ips: 12.3069 images/s [11/16 09:53:04] ppdet.engine INFO: Epoch: [52] [ 980/3251] learning_rate: 0.092776 loss_vfl: 0.797906 loss_bbox: 0.291986 loss_dfl: 0.190797 loss: 1.297095 eta: 3 days, 21:40:24 batch_cost: 2.2745 data_cost: 0.0009 ips: 12.3102 images/s [11/16 09:53:51] ppdet.engine INFO: Epoch: [52] [1000/3251] learning_rate: 0.092757 loss_vfl: 0.813759 loss_bbox: 0.282400 loss_dfl: 0.182177 loss: 1.266735 eta: 3 days, 21:39:42 batch_cost: 2.2660 data_cost: 0.0010 ips: 12.3568 images/s [11/16 09:54:39] ppdet.engine INFO: Epoch: [52] [1020/3251] learning_rate: 0.092738 loss_vfl: 0.815927 loss_bbox: 0.279596 loss_dfl: 0.190384 loss: 1.266192 eta: 3 days, 21:39:00 batch_cost: 2.2440 data_cost: 0.0010 ips: 12.4774 images/s [11/16 09:55:25] ppdet.engine INFO: Epoch: [52] [1040/3251] learning_rate: 0.092718 loss_vfl: 0.797775 loss_bbox: 0.281311 loss_dfl: 0.201634 loss: 1.277515 eta: 3 days, 21:38:18 batch_cost: 2.2429 data_cost: 0.0009 ips: 12.4837 images/s [11/16 09:56:12] ppdet.engine INFO: Epoch: [52] [1060/3251] learning_rate: 0.092699 loss_vfl: 0.800282 loss_bbox: 0.284895 loss_dfl: 0.186818 loss: 1.267061 eta: 3 days, 21:37:35 batch_cost: 2.1921 data_cost: 0.0009 ips: 12.7731 images/s [11/16 09:56:57] ppdet.engine INFO: Epoch: [52] [1080/3251] learning_rate: 0.092680 loss_vfl: 0.809936 loss_bbox: 0.304784 loss_dfl: 0.200169 loss: 1.297651 eta: 3 days, 21:36:51 batch_cost: 2.1494 data_cost: 0.0010 ips: 13.0271 images/s [11/16 09:57:44] ppdet.engine INFO: Epoch: [52] [1100/3251] learning_rate: 0.092660 loss_vfl: 0.784221 loss_bbox: 0.261128 loss_dfl: 0.171838 loss: 1.226935 eta: 3 days, 21:36:08 batch_cost: 2.2170 data_cost: 0.0010 ips: 12.6294 images/s [11/16 09:58:30] ppdet.engine INFO: Epoch: [52] [1120/3251] learning_rate: 0.092641 loss_vfl: 0.786586 loss_bbox: 0.314385 loss_dfl: 0.195186 loss: 1.305775 eta: 3 days, 21:35:24 batch_cost: 2.1296 data_cost: 0.0009 ips: 13.1481 images/s [11/16 09:59:19] ppdet.engine INFO: Epoch: [52] [1140/3251] learning_rate: 0.092622 loss_vfl: 0.788586 loss_bbox: 0.278358 loss_dfl: 0.185598 loss: 1.255221 eta: 3 days, 21:34:42 batch_cost: 2.2814 data_cost: 0.0010 ips: 12.2730 images/s [11/16 10:00:04] ppdet.engine INFO: Epoch: [52] [1160/3251] learning_rate: 0.092603 loss_vfl: 0.801328 loss_bbox: 0.305222 loss_dfl: 0.199969 loss: 1.297657 eta: 3 days, 21:33:57 batch_cost: 2.0539 data_cost: 0.0010 ips: 13.6329 images/s [11/16 10:00:49] ppdet.engine INFO: Epoch: [52] [1180/3251] learning_rate: 0.092583 loss_vfl: 0.787202 loss_bbox: 0.262552 loss_dfl: 0.178596 loss: 1.197356 eta: 3 days, 21:33:13 batch_cost: 2.1764 data_cost: 0.0010 ips: 12.8651 images/s [11/16 10:01:35] ppdet.engine INFO: Epoch: [52] [1200/3251] learning_rate: 0.092564 loss_vfl: 0.799933 loss_bbox: 0.253966 loss_dfl: 0.183621 loss: 1.251815 eta: 3 days, 21:32:29 batch_cost: 2.1545 data_cost: 0.0011 ips: 12.9961 images/s [11/16 10:02:22] ppdet.engine INFO: Epoch: [52] [1220/3251] learning_rate: 0.092545 loss_vfl: 0.786964 loss_bbox: 0.305120 loss_dfl: 0.203994 loss: 1.293396 eta: 3 days, 21:31:46 batch_cost: 2.2128 data_cost: 0.0011 ips: 12.6539 images/s [11/16 10:03:06] ppdet.engine INFO: Epoch: [52] [1240/3251] learning_rate: 0.092526 loss_vfl: 0.784308 loss_bbox: 0.272833 loss_dfl: 0.176303 loss: 1.240256 eta: 3 days, 21:31:01 batch_cost: 2.0917 data_cost: 0.0011 ips: 13.3863 images/s [11/16 10:03:54] ppdet.engine INFO: Epoch: [52] [1260/3251] learning_rate: 0.092506 loss_vfl: 0.791621 loss_bbox: 0.330434 loss_dfl: 0.201640 loss: 1.313054 eta: 3 days, 21:30:19 batch_cost: 2.2270 data_cost: 0.0009 ips: 12.5729 images/s [11/16 10:04:39] ppdet.engine INFO: Epoch: [52] [1280/3251] learning_rate: 0.092487 loss_vfl: 0.807374 loss_bbox: 0.287750 loss_dfl: 0.193494 loss: 1.298041 eta: 3 days, 21:29:35 batch_cost: 2.1802 data_cost: 0.0011 ips: 12.8431 images/s [11/16 10:05:26] ppdet.engine INFO: Epoch: [52] [1300/3251] learning_rate: 0.092468 loss_vfl: 0.819533 loss_bbox: 0.250723 loss_dfl: 0.168032 loss: 1.242714 eta: 3 days, 21:28:52 batch_cost: 2.1920 data_cost: 0.0010 ips: 12.7735 images/s [11/16 10:06:13] ppdet.engine INFO: Epoch: [52] [1320/3251] learning_rate: 0.092448 loss_vfl: 0.793288 loss_bbox: 0.292440 loss_dfl: 0.184116 loss: 1.309075 eta: 3 days, 21:28:09 batch_cost: 2.1599 data_cost: 0.0011 ips: 12.9634 images/s [11/16 10:07:00] ppdet.engine INFO: Epoch: [52] [1340/3251] learning_rate: 0.092429 loss_vfl: 0.759658 loss_bbox: 0.255629 loss_dfl: 0.169214 loss: 1.193090 eta: 3 days, 21:27:25 batch_cost: 2.1692 data_cost: 0.0010 ips: 12.9077 images/s [11/16 10:07:47] ppdet.engine INFO: Epoch: [52] [1360/3251] learning_rate: 0.092410 loss_vfl: 0.800146 loss_bbox: 0.296587 loss_dfl: 0.194053 loss: 1.326468 eta: 3 days, 21:26:43 batch_cost: 2.2422 data_cost: 0.0023 ips: 12.4876 images/s [11/16 10:08:33] ppdet.engine INFO: Epoch: [52] [1380/3251] learning_rate: 0.092391 loss_vfl: 0.797637 loss_bbox: 0.293823 loss_dfl: 0.184479 loss: 1.293485 eta: 3 days, 21:26:00 batch_cost: 2.1981 data_cost: 0.0009 ips: 12.7382 images/s [11/16 10:09:19] ppdet.engine INFO: Epoch: [52] [1400/3251] learning_rate: 0.092371 loss_vfl: 0.831377 loss_bbox: 0.286953 loss_dfl: 0.184319 loss: 1.292473 eta: 3 days, 21:25:15 batch_cost: 2.1045 data_cost: 0.0010 ips: 13.3047 images/s [11/16 10:10:06] ppdet.engine INFO: Epoch: [52] [1420/3251] learning_rate: 0.092352 loss_vfl: 0.796174 loss_bbox: 0.304457 loss_dfl: 0.196317 loss: 1.299098 eta: 3 days, 21:24:31 batch_cost: 2.1351 data_cost: 0.0009 ips: 13.1141 images/s [11/16 10:10:53] ppdet.engine INFO: Epoch: [52] [1440/3251] learning_rate: 0.092333 loss_vfl: 0.816964 loss_bbox: 0.279426 loss_dfl: 0.188981 loss: 1.287111 eta: 3 days, 21:23:49 batch_cost: 2.2621 data_cost: 0.0010 ips: 12.3779 images/s [11/16 10:11:40] ppdet.engine INFO: Epoch: [52] [1460/3251] learning_rate: 0.092314 loss_vfl: 0.816295 loss_bbox: 0.277460 loss_dfl: 0.187840 loss: 1.305637 eta: 3 days, 21:23:06 batch_cost: 2.2075 data_cost: 0.0010 ips: 12.6838 images/s [11/16 10:12:28] ppdet.engine INFO: Epoch: [52] [1480/3251] learning_rate: 0.092294 loss_vfl: 0.792193 loss_bbox: 0.278767 loss_dfl: 0.176879 loss: 1.232607 eta: 3 days, 21:22:25 batch_cost: 2.3167 data_cost: 0.0010 ips: 12.0860 images/s [11/16 10:13:15] ppdet.engine INFO: Epoch: [52] [1500/3251] learning_rate: 0.092275 loss_vfl: 0.784346 loss_bbox: 0.276545 loss_dfl: 0.181094 loss: 1.262769 eta: 3 days, 21:21:42 batch_cost: 2.2090 data_cost: 0.0016 ips: 12.6753 images/s [11/16 10:14:03] ppdet.engine INFO: Epoch: [52] [1520/3251] learning_rate: 0.092256 loss_vfl: 0.807568 loss_bbox: 0.264689 loss_dfl: 0.175657 loss: 1.255042 eta: 3 days, 21:21:01 batch_cost: 2.2897 data_cost: 0.0011 ips: 12.2284 images/s [11/16 10:14:49] ppdet.engine INFO: Epoch: [52] [1540/3251] learning_rate: 0.092236 loss_vfl: 0.816464 loss_bbox: 0.267162 loss_dfl: 0.186797 loss: 1.261281 eta: 3 days, 21:20:16 batch_cost: 2.1188 data_cost: 0.0009 ips: 13.2148 images/s [11/16 10:15:36] ppdet.engine INFO: Epoch: [52] [1560/3251] learning_rate: 0.092217 loss_vfl: 0.810974 loss_bbox: 0.243583 loss_dfl: 0.165700 loss: 1.236475 eta: 3 days, 21:19:34 batch_cost: 2.2438 data_cost: 0.0010 ips: 12.4789 images/s [11/16 10:16:22] ppdet.engine INFO: Epoch: [52] [1580/3251] learning_rate: 0.092198 loss_vfl: 0.795753 loss_bbox: 0.282568 loss_dfl: 0.186408 loss: 1.259369 eta: 3 days, 21:18:50 batch_cost: 2.1430 data_cost: 0.0011 ips: 13.0660 images/s [11/16 10:17:10] ppdet.engine INFO: Epoch: [52] [1600/3251] learning_rate: 0.092179 loss_vfl: 0.793894 loss_bbox: 0.278081 loss_dfl: 0.176965 loss: 1.221235 eta: 3 days, 21:18:08 batch_cost: 2.2762 data_cost: 0.0017 ips: 12.3014 images/s [11/16 10:17:55] ppdet.engine INFO: Epoch: [52] [1620/3251] learning_rate: 0.092159 loss_vfl: 0.824036 loss_bbox: 0.269197 loss_dfl: 0.181343 loss: 1.250749 eta: 3 days, 21:17:24 batch_cost: 2.1489 data_cost: 0.0011 ips: 13.0298 images/s [11/16 10:18:41] ppdet.engine INFO: Epoch: [52] [1640/3251] learning_rate: 0.092140 loss_vfl: 0.810926 loss_bbox: 0.273291 loss_dfl: 0.185651 loss: 1.268982 eta: 3 days, 21:16:41 batch_cost: 2.2111 data_cost: 0.0011 ips: 12.6633 images/s [11/16 10:19:27] ppdet.engine INFO: Epoch: [52] [1660/3251] learning_rate: 0.092121 loss_vfl: 0.807817 loss_bbox: 0.286399 loss_dfl: 0.190519 loss: 1.261166 eta: 3 days, 21:15:58 batch_cost: 2.1626 data_cost: 0.0011 ips: 12.9473 images/s [11/16 10:20:12] ppdet.engine INFO: Epoch: [52] [1680/3251] learning_rate: 0.092102 loss_vfl: 0.798706 loss_bbox: 0.269613 loss_dfl: 0.170451 loss: 1.259044 eta: 3 days, 21:15:13 batch_cost: 2.1102 data_cost: 0.0010 ips: 13.2691 images/s [11/16 10:20:58] ppdet.engine INFO: Epoch: [52] [1700/3251] learning_rate: 0.092082 loss_vfl: 0.810708 loss_bbox: 0.291212 loss_dfl: 0.183966 loss: 1.285314 eta: 3 days, 21:14:30 batch_cost: 2.2020 data_cost: 0.0022 ips: 12.7155 images/s [11/16 10:21:47] ppdet.engine INFO: Epoch: [52] [1720/3251] learning_rate: 0.092063 loss_vfl: 0.796551 loss_bbox: 0.268201 loss_dfl: 0.173233 loss: 1.246427 eta: 3 days, 21:13:49 batch_cost: 2.3032 data_cost: 0.0010 ips: 12.1570 images/s [11/16 10:22:34] ppdet.engine INFO: Epoch: [52] [1740/3251] learning_rate: 0.092044 loss_vfl: 0.806476 loss_bbox: 0.258981 loss_dfl: 0.177884 loss: 1.241693 eta: 3 days, 21:13:07 batch_cost: 2.2506 data_cost: 0.0009 ips: 12.4411 images/s [11/16 10:23:20] ppdet.engine INFO: Epoch: [52] [1760/3251] learning_rate: 0.092025 loss_vfl: 0.790318 loss_bbox: 0.296563 loss_dfl: 0.184719 loss: 1.264027 eta: 3 days, 21:12:23 batch_cost: 2.1757 data_cost: 0.0009 ips: 12.8692 images/s [11/16 10:24:04] ppdet.engine INFO: Epoch: [52] [1780/3251] learning_rate: 0.092005 loss_vfl: 0.797693 loss_bbox: 0.314281 loss_dfl: 0.193601 loss: 1.287396 eta: 3 days, 21:11:39 batch_cost: 2.1198 data_cost: 0.0010 ips: 13.2088 images/s [11/16 10:24:52] ppdet.engine INFO: Epoch: [52] [1800/3251] learning_rate: 0.091986 loss_vfl: 0.817460 loss_bbox: 0.273344 loss_dfl: 0.176783 loss: 1.258420 eta: 3 days, 21:10:56 batch_cost: 2.1961 data_cost: 0.0010 ips: 12.7499 images/s [11/16 10:25:38] ppdet.engine INFO: Epoch: [52] [1820/3251] learning_rate: 0.091967 loss_vfl: 0.813710 loss_bbox: 0.261228 loss_dfl: 0.174385 loss: 1.256778 eta: 3 days, 21:10:11 batch_cost: 2.1285 data_cost: 0.0013 ips: 13.1545 images/s [11/16 10:26:24] ppdet.engine INFO: Epoch: [52] [1840/3251] learning_rate: 0.091947 loss_vfl: 0.793560 loss_bbox: 0.257713 loss_dfl: 0.166803 loss: 1.226474 eta: 3 days, 21:09:27 batch_cost: 2.1357 data_cost: 0.0011 ips: 13.1106 images/s [11/16 10:27:12] ppdet.engine INFO: Epoch: [52] [1860/3251] learning_rate: 0.091928 loss_vfl: 0.816730 loss_bbox: 0.275979 loss_dfl: 0.188427 loss: 1.290989 eta: 3 days, 21:08:46 batch_cost: 2.3236 data_cost: 0.0009 ips: 12.0503 images/s [11/16 10:27:59] ppdet.engine INFO: Epoch: [52] [1880/3251] learning_rate: 0.091909 loss_vfl: 0.801747 loss_bbox: 0.293234 loss_dfl: 0.198008 loss: 1.299801 eta: 3 days, 21:08:04 batch_cost: 2.2271 data_cost: 0.0010 ips: 12.5724 images/s [11/16 10:28:46] ppdet.engine INFO: Epoch: [52] [1900/3251] learning_rate: 0.091890 loss_vfl: 0.794646 loss_bbox: 0.258776 loss_dfl: 0.177627 loss: 1.240554 eta: 3 days, 21:07:22 batch_cost: 2.2688 data_cost: 0.0010 ips: 12.3414 images/s [11/16 10:29:32] ppdet.engine INFO: Epoch: [52] [1920/3251] learning_rate: 0.091870 loss_vfl: 0.806261 loss_bbox: 0.270461 loss_dfl: 0.182068 loss: 1.264117 eta: 3 days, 21:06:38 batch_cost: 2.1441 data_cost: 0.0010 ips: 13.0589 images/s [11/16 10:30:17] ppdet.engine INFO: Epoch: [52] [1940/3251] learning_rate: 0.091851 loss_vfl: 0.792543 loss_bbox: 0.256638 loss_dfl: 0.170116 loss: 1.259615 eta: 3 days, 21:05:54 batch_cost: 2.1490 data_cost: 0.0010 ips: 13.0293 images/s [11/16 10:31:05] ppdet.engine INFO: Epoch: [52] [1960/3251] learning_rate: 0.091832 loss_vfl: 0.809496 loss_bbox: 0.260231 loss_dfl: 0.177215 loss: 1.273347 eta: 3 days, 21:05:12 batch_cost: 2.2761 data_cost: 0.0010 ips: 12.3015 images/s [11/16 10:31:49] ppdet.engine INFO: Epoch: [52] [1980/3251] learning_rate: 0.091813 loss_vfl: 0.778538 loss_bbox: 0.252576 loss_dfl: 0.177636 loss: 1.219758 eta: 3 days, 21:04:27 batch_cost: 2.0687 data_cost: 0.0009 ips: 13.5350 images/s [11/16 10:32:33] ppdet.engine INFO: Epoch: [52] [2000/3251] learning_rate: 0.091793 loss_vfl: 0.801432 loss_bbox: 0.258678 loss_dfl: 0.172355 loss: 1.230225 eta: 3 days, 21:03:42 batch_cost: 2.1012 data_cost: 0.0009 ips: 13.3260 images/s [11/16 10:33:22] ppdet.engine INFO: Epoch: [52] [2020/3251] learning_rate: 0.091774 loss_vfl: 0.826850 loss_bbox: 0.250072 loss_dfl: 0.173009 loss: 1.246932 eta: 3 days, 21:02:59 batch_cost: 2.2031 data_cost: 0.0009 ips: 12.7093 images/s [11/16 10:34:06] ppdet.engine INFO: Epoch: [52] [2040/3251] learning_rate: 0.091755 loss_vfl: 0.808341 loss_bbox: 0.288322 loss_dfl: 0.198463 loss: 1.331969 eta: 3 days, 21:02:14 batch_cost: 2.1076 data_cost: 0.0010 ips: 13.2854 images/s [11/16 10:34:53] ppdet.engine INFO: Epoch: [52] [2060/3251] learning_rate: 0.091736 loss_vfl: 0.786726 loss_bbox: 0.289405 loss_dfl: 0.193855 loss: 1.298153 eta: 3 days, 21:01:32 batch_cost: 2.2449 data_cost: 0.0009 ips: 12.4725 images/s [11/16 10:35:39] ppdet.engine INFO: Epoch: [52] [2080/3251] learning_rate: 0.091716 loss_vfl: 0.821296 loss_bbox: 0.277974 loss_dfl: 0.184387 loss: 1.287948 eta: 3 days, 21:00:49 batch_cost: 2.1821 data_cost: 0.0010 ips: 12.8315 images/s [11/16 10:36:25] ppdet.engine INFO: Epoch: [52] [2100/3251] learning_rate: 0.091697 loss_vfl: 0.819778 loss_bbox: 0.266591 loss_dfl: 0.180022 loss: 1.301270 eta: 3 days, 21:00:06 batch_cost: 2.2126 data_cost: 0.0011 ips: 12.6547 images/s [11/16 10:37:12] ppdet.engine INFO: Epoch: [52] [2120/3251] learning_rate: 0.091678 loss_vfl: 0.795281 loss_bbox: 0.280590 loss_dfl: 0.182181 loss: 1.247783 eta: 3 days, 20:59:23 batch_cost: 2.1952 data_cost: 0.0009 ips: 12.7553 images/s [11/16 10:37:58] ppdet.engine INFO: Epoch: [52] [2140/3251] learning_rate: 0.091659 loss_vfl: 0.793381 loss_bbox: 0.258322 loss_dfl: 0.166274 loss: 1.250383 eta: 3 days, 20:58:40 batch_cost: 2.2174 data_cost: 0.0009 ips: 12.6274 images/s [11/16 10:38:43] ppdet.engine INFO: Epoch: [52] [2160/3251] learning_rate: 0.091639 loss_vfl: 0.790469 loss_bbox: 0.295421 loss_dfl: 0.197010 loss: 1.291940 eta: 3 days, 20:57:55 batch_cost: 2.1204 data_cost: 0.0009 ips: 13.2050 images/s [11/16 10:39:29] ppdet.engine INFO: Epoch: [52] [2180/3251] learning_rate: 0.091620 loss_vfl: 0.809923 loss_bbox: 0.230517 loss_dfl: 0.173620 loss: 1.221266 eta: 3 days, 20:57:12 batch_cost: 2.1807 data_cost: 0.0016 ips: 12.8402 images/s [11/16 10:40:14] ppdet.engine INFO: Epoch: [52] [2200/3251] learning_rate: 0.091601 loss_vfl: 0.783490 loss_bbox: 0.281177 loss_dfl: 0.189942 loss: 1.233356 eta: 3 days, 20:56:28 batch_cost: 2.1174 data_cost: 0.0010 ips: 13.2237 images/s [11/16 10:41:02] ppdet.engine INFO: Epoch: [52] [2220/3251] learning_rate: 0.091582 loss_vfl: 0.791042 loss_bbox: 0.234532 loss_dfl: 0.162804 loss: 1.224977 eta: 3 days, 20:55:45 batch_cost: 2.2532 data_cost: 0.0010 ips: 12.4268 images/s [11/16 10:41:48] ppdet.engine INFO: Epoch: [52] [2240/3251] learning_rate: 0.091562 loss_vfl: 0.812750 loss_bbox: 0.284026 loss_dfl: 0.191563 loss: 1.283735 eta: 3 days, 20:55:03 batch_cost: 2.2332 data_cost: 0.0010 ips: 12.5380 images/s [11/16 10:42:35] ppdet.engine INFO: Epoch: [52] [2260/3251] learning_rate: 0.091543 loss_vfl: 0.809932 loss_bbox: 0.284116 loss_dfl: 0.188952 loss: 1.310207 eta: 3 days, 20:54:20 batch_cost: 2.2184 data_cost: 0.0009 ips: 12.6220 images/s [11/16 10:43:20] ppdet.engine INFO: Epoch: [52] [2280/3251] learning_rate: 0.091524 loss_vfl: 0.792741 loss_bbox: 0.275294 loss_dfl: 0.182391 loss: 1.259036 eta: 3 days, 20:53:35 batch_cost: 2.0694 data_cost: 0.0009 ips: 13.5307 images/s [11/16 10:44:07] ppdet.engine INFO: Epoch: [52] [2300/3251] learning_rate: 0.091504 loss_vfl: 0.835184 loss_bbox: 0.244382 loss_dfl: 0.172972 loss: 1.244035 eta: 3 days, 20:52:50 batch_cost: 2.0967 data_cost: 0.0010 ips: 13.3545 images/s [11/16 10:44:53] ppdet.engine INFO: Epoch: [52] [2320/3251] learning_rate: 0.091485 loss_vfl: 0.812759 loss_bbox: 0.287033 loss_dfl: 0.190391 loss: 1.311332 eta: 3 days, 20:52:07 batch_cost: 2.2006 data_cost: 0.0009 ips: 12.7240 images/s [11/16 10:45:41] ppdet.engine INFO: Epoch: [52] [2340/3251] learning_rate: 0.091466 loss_vfl: 0.786270 loss_bbox: 0.291736 loss_dfl: 0.188764 loss: 1.268483 eta: 3 days, 20:51:25 batch_cost: 2.2778 data_cost: 0.0009 ips: 12.2927 images/s [11/16 10:46:28] ppdet.engine INFO: Epoch: [52] [2360/3251] learning_rate: 0.091447 loss_vfl: 0.795486 loss_bbox: 0.265710 loss_dfl: 0.186299 loss: 1.270119 eta: 3 days, 20:50:43 batch_cost: 2.2454 data_cost: 0.0012 ips: 12.4701 images/s [11/16 10:47:13] ppdet.engine INFO: Epoch: [52] [2380/3251] learning_rate: 0.091427 loss_vfl: 0.774969 loss_bbox: 0.269980 loss_dfl: 0.184260 loss: 1.233049 eta: 3 days, 20:49:58 batch_cost: 2.1112 data_cost: 0.0009 ips: 13.2624 images/s [11/16 10:47:59] ppdet.engine INFO: Epoch: [52] [2400/3251] learning_rate: 0.091408 loss_vfl: 0.821852 loss_bbox: 0.302290 loss_dfl: 0.201483 loss: 1.337014 eta: 3 days, 20:49:15 batch_cost: 2.1934 data_cost: 0.0009 ips: 12.7654 images/s [11/16 10:48:45] ppdet.engine INFO: Epoch: [52] [2420/3251] learning_rate: 0.091389 loss_vfl: 0.822951 loss_bbox: 0.287402 loss_dfl: 0.190126 loss: 1.313947 eta: 3 days, 20:48:31 batch_cost: 2.1272 data_cost: 0.0013 ips: 13.1630 images/s [11/16 10:49:29] ppdet.engine INFO: Epoch: [52] [2440/3251] learning_rate: 0.091370 loss_vfl: 0.797238 loss_bbox: 0.255046 loss_dfl: 0.176175 loss: 1.226538 eta: 3 days, 20:47:46 batch_cost: 2.0814 data_cost: 0.0009 ips: 13.4525 images/s [11/16 10:50:16] ppdet.engine INFO: Epoch: [52] [2460/3251] learning_rate: 0.091350 loss_vfl: 0.811413 loss_bbox: 0.288698 loss_dfl: 0.192825 loss: 1.286624 eta: 3 days, 20:47:03 batch_cost: 2.1985 data_cost: 0.0010 ips: 12.7357 images/s [11/16 10:51:02] ppdet.engine INFO: Epoch: [52] [2480/3251] learning_rate: 0.091331 loss_vfl: 0.778804 loss_bbox: 0.255435 loss_dfl: 0.183129 loss: 1.227685 eta: 3 days, 20:46:19 batch_cost: 2.1526 data_cost: 0.0009 ips: 13.0078 images/s [11/16 10:51:48] ppdet.engine INFO: Epoch: [52] [2500/3251] learning_rate: 0.091312 loss_vfl: 0.806261 loss_bbox: 0.301880 loss_dfl: 0.196342 loss: 1.320958 eta: 3 days, 20:45:35 batch_cost: 2.1608 data_cost: 0.0009 ips: 12.9581 images/s [11/16 10:52:34] ppdet.engine INFO: Epoch: [52] [2520/3251] learning_rate: 0.091293 loss_vfl: 0.779563 loss_bbox: 0.317000 loss_dfl: 0.202998 loss: 1.299305 eta: 3 days, 20:44:50 batch_cost: 2.1048 data_cost: 0.0010 ips: 13.3030 images/s [11/16 10:53:21] ppdet.engine INFO: Epoch: [52] [2540/3251] learning_rate: 0.091273 loss_vfl: 0.815296 loss_bbox: 0.284483 loss_dfl: 0.186762 loss: 1.286386 eta: 3 days, 20:44:07 batch_cost: 2.1881 data_cost: 0.0010 ips: 12.7963 images/s [11/16 10:54:08] ppdet.engine INFO: Epoch: [52] [2560/3251] learning_rate: 0.091254 loss_vfl: 0.812184 loss_bbox: 0.306851 loss_dfl: 0.199579 loss: 1.302887 eta: 3 days, 20:43:25 batch_cost: 2.2330 data_cost: 0.0009 ips: 12.5394 images/s [11/16 10:54:52] ppdet.engine INFO: Epoch: [52] [2580/3251] learning_rate: 0.091235 loss_vfl: 0.807630 loss_bbox: 0.292092 loss_dfl: 0.183658 loss: 1.315361 eta: 3 days, 20:42:38 batch_cost: 1.9747 data_cost: 0.0009 ips: 14.1790 images/s [11/16 10:55:37] ppdet.engine INFO: Epoch: [52] [2600/3251] learning_rate: 0.091216 loss_vfl: 0.816668 loss_bbox: 0.283040 loss_dfl: 0.180269 loss: 1.299270 eta: 3 days, 20:41:54 batch_cost: 2.1459 data_cost: 0.0012 ips: 13.0480 images/s [11/16 10:56:23] ppdet.engine INFO: Epoch: [52] [2620/3251] learning_rate: 0.091196 loss_vfl: 0.805943 loss_bbox: 0.280835 loss_dfl: 0.191906 loss: 1.277190 eta: 3 days, 20:41:10 batch_cost: 2.1959 data_cost: 0.0009 ips: 12.7508 images/s [11/16 10:57:09] ppdet.engine INFO: Epoch: [52] [2640/3251] learning_rate: 0.091177 loss_vfl: 0.807540 loss_bbox: 0.277346 loss_dfl: 0.179327 loss: 1.286138 eta: 3 days, 20:40:27 batch_cost: 2.1524 data_cost: 0.0011 ips: 13.0085 images/s [11/16 10:57:57] ppdet.engine INFO: Epoch: [52] [2660/3251] learning_rate: 0.091158 loss_vfl: 0.794158 loss_bbox: 0.264012 loss_dfl: 0.176347 loss: 1.277426 eta: 3 days, 20:39:45 batch_cost: 2.2579 data_cost: 0.0009 ips: 12.4010 images/s [11/16 10:58:44] ppdet.engine INFO: Epoch: [52] [2680/3251] learning_rate: 0.091139 loss_vfl: 0.804235 loss_bbox: 0.266594 loss_dfl: 0.182832 loss: 1.258336 eta: 3 days, 20:39:01 batch_cost: 2.1870 data_cost: 0.0009 ips: 12.8028 images/s [11/16 10:59:31] ppdet.engine INFO: Epoch: [52] [2700/3251] learning_rate: 0.091119 loss_vfl: 0.799524 loss_bbox: 0.291026 loss_dfl: 0.191793 loss: 1.276643 eta: 3 days, 20:38:18 batch_cost: 2.1835 data_cost: 0.0010 ips: 12.8237 images/s [11/16 11:00:17] ppdet.engine INFO: Epoch: [52] [2720/3251] learning_rate: 0.091100 loss_vfl: 0.797778 loss_bbox: 0.299563 loss_dfl: 0.193504 loss: 1.297252 eta: 3 days, 20:37:35 batch_cost: 2.1834 data_cost: 0.0009 ips: 12.8242 images/s [11/16 11:01:01] ppdet.engine INFO: Epoch: [52] [2740/3251] learning_rate: 0.091081 loss_vfl: 0.828998 loss_bbox: 0.257345 loss_dfl: 0.172119 loss: 1.247854 eta: 3 days, 20:36:49 batch_cost: 2.0842 data_cost: 0.0009 ips: 13.4345 images/s [11/16 11:01:48] ppdet.engine INFO: Epoch: [52] [2760/3251] learning_rate: 0.091062 loss_vfl: 0.784260 loss_bbox: 0.295904 loss_dfl: 0.188049 loss: 1.255528 eta: 3 days, 20:36:07 batch_cost: 2.2393 data_cost: 0.0010 ips: 12.5040 images/s [11/16 11:02:36] ppdet.engine INFO: Epoch: [52] [2780/3251] learning_rate: 0.091042 loss_vfl: 0.798100 loss_bbox: 0.280488 loss_dfl: 0.181026 loss: 1.275226 eta: 3 days, 20:35:25 batch_cost: 2.2747 data_cost: 0.0010 ips: 12.3092 images/s [11/16 11:03:22] ppdet.engine INFO: Epoch: [52] [2800/3251] learning_rate: 0.091023 loss_vfl: 0.795340 loss_bbox: 0.265586 loss_dfl: 0.183969 loss: 1.246338 eta: 3 days, 20:34:41 batch_cost: 2.1514 data_cost: 0.0009 ips: 13.0151 images/s [11/16 11:04:08] ppdet.engine INFO: Epoch: [52] [2820/3251] learning_rate: 0.091004 loss_vfl: 0.813108 loss_bbox: 0.258285 loss_dfl: 0.187627 loss: 1.226365 eta: 3 days, 20:33:57 batch_cost: 2.1152 data_cost: 0.0016 ips: 13.2376 images/s [11/16 11:04:53] ppdet.engine INFO: Epoch: [52] [2840/3251] learning_rate: 0.090985 loss_vfl: 0.798754 loss_bbox: 0.260973 loss_dfl: 0.170835 loss: 1.247938 eta: 3 days, 20:33:13 batch_cost: 2.1519 data_cost: 0.0009 ips: 13.0116 images/s [11/16 11:05:39] ppdet.engine INFO: Epoch: [52] [2860/3251] learning_rate: 0.090965 loss_vfl: 0.823881 loss_bbox: 0.276638 loss_dfl: 0.185512 loss: 1.277956 eta: 3 days, 20:32:30 batch_cost: 2.1966 data_cost: 0.0014 ips: 12.7470 images/s [11/16 11:06:26] ppdet.engine INFO: Epoch: [52] [2880/3251] learning_rate: 0.090946 loss_vfl: 0.828893 loss_bbox: 0.290625 loss_dfl: 0.177374 loss: 1.288612 eta: 3 days, 20:31:47 batch_cost: 2.1911 data_cost: 0.0012 ips: 12.7790 images/s [11/16 11:07:12] ppdet.engine INFO: Epoch: [52] [2900/3251] learning_rate: 0.090927 loss_vfl: 0.805429 loss_bbox: 0.275033 loss_dfl: 0.185987 loss: 1.254490 eta: 3 days, 20:31:04 batch_cost: 2.2107 data_cost: 0.0010 ips: 12.6654 images/s [11/16 11:07:56] ppdet.engine INFO: Epoch: [52] [2920/3251] learning_rate: 0.090908 loss_vfl: 0.804751 loss_bbox: 0.288146 loss_dfl: 0.181580 loss: 1.270526 eta: 3 days, 20:30:18 batch_cost: 2.0695 data_cost: 0.0009 ips: 13.5301 images/s [11/16 11:08:41] ppdet.engine INFO: Epoch: [52] [2940/3251] learning_rate: 0.090888 loss_vfl: 0.821663 loss_bbox: 0.263032 loss_dfl: 0.181885 loss: 1.272212 eta: 3 days, 20:29:34 batch_cost: 2.1172 data_cost: 0.0010 ips: 13.2253 images/s [11/16 11:09:27] ppdet.engine INFO: Epoch: [52] [2960/3251] learning_rate: 0.090869 loss_vfl: 0.801010 loss_bbox: 0.269827 loss_dfl: 0.176573 loss: 1.255664 eta: 3 days, 20:28:51 batch_cost: 2.2085 data_cost: 0.0010 ips: 12.6785 images/s [11/16 11:10:16] ppdet.engine INFO: Epoch: [52] [2980/3251] learning_rate: 0.090850 loss_vfl: 0.777423 loss_bbox: 0.275048 loss_dfl: 0.181842 loss: 1.244900 eta: 3 days, 20:28:10 batch_cost: 2.3136 data_cost: 0.0009 ips: 12.1024 images/s [11/16 11:11:02] ppdet.engine INFO: Epoch: [52] [3000/3251] learning_rate: 0.090831 loss_vfl: 0.794763 loss_bbox: 0.315889 loss_dfl: 0.194362 loss: 1.310827 eta: 3 days, 20:27:27 batch_cost: 2.1907 data_cost: 0.0011 ips: 12.7813 images/s [11/16 11:11:48] ppdet.engine INFO: Epoch: [52] [3020/3251] learning_rate: 0.090811 loss_vfl: 0.791551 loss_bbox: 0.270115 loss_dfl: 0.177685 loss: 1.264923 eta: 3 days, 20:26:43 batch_cost: 2.1812 data_cost: 0.0009 ips: 12.8369 images/s [11/16 11:12:36] ppdet.engine INFO: Epoch: [52] [3040/3251] learning_rate: 0.090792 loss_vfl: 0.818746 loss_bbox: 0.274800 loss_dfl: 0.189290 loss: 1.258538 eta: 3 days, 20:26:00 batch_cost: 2.1838 data_cost: 0.0010 ips: 12.8215 images/s [11/16 11:13:21] ppdet.engine INFO: Epoch: [52] [3060/3251] learning_rate: 0.090773 loss_vfl: 0.827294 loss_bbox: 0.269466 loss_dfl: 0.190029 loss: 1.276929 eta: 3 days, 20:25:16 batch_cost: 2.1669 data_cost: 0.0009 ips: 12.9214 images/s [11/16 11:14:06] ppdet.engine INFO: Epoch: [52] [3080/3251] learning_rate: 0.090754 loss_vfl: 0.774588 loss_bbox: 0.312439 loss_dfl: 0.208089 loss: 1.298948 eta: 3 days, 20:24:32 batch_cost: 2.0923 data_cost: 0.0009 ips: 13.3826 images/s [11/16 11:14:53] ppdet.engine INFO: Epoch: [52] [3100/3251] learning_rate: 0.090734 loss_vfl: 0.825307 loss_bbox: 0.281871 loss_dfl: 0.193993 loss: 1.299093 eta: 3 days, 20:23:50 batch_cost: 2.2695 data_cost: 0.0011 ips: 12.3373 images/s [11/16 11:15:39] ppdet.engine INFO: Epoch: [52] [3120/3251] learning_rate: 0.090715 loss_vfl: 0.808067 loss_bbox: 0.272035 loss_dfl: 0.183784 loss: 1.299133 eta: 3 days, 20:23:05 batch_cost: 2.0983 data_cost: 0.0009 ips: 13.3439 images/s [11/16 11:16:27] ppdet.engine INFO: Epoch: [52] [3140/3251] learning_rate: 0.090696 loss_vfl: 0.770540 loss_bbox: 0.287900 loss_dfl: 0.178833 loss: 1.255227 eta: 3 days, 20:22:23 batch_cost: 2.2836 data_cost: 0.0009 ips: 12.2612 images/s [11/16 11:17:12] ppdet.engine INFO: Epoch: [52] [3160/3251] learning_rate: 0.090677 loss_vfl: 0.824843 loss_bbox: 0.276393 loss_dfl: 0.180852 loss: 1.279441 eta: 3 days, 20:21:38 batch_cost: 2.0744 data_cost: 0.0013 ips: 13.4978 images/s [11/16 11:17:59] ppdet.engine INFO: Epoch: [52] [3180/3251] learning_rate: 0.090657 loss_vfl: 0.811801 loss_bbox: 0.253000 loss_dfl: 0.179241 loss: 1.246997 eta: 3 days, 20:20:55 batch_cost: 2.1906 data_cost: 0.0009 ips: 12.7816 images/s [11/16 11:18:45] ppdet.engine INFO: Epoch: [52] [3200/3251] learning_rate: 0.090638 loss_vfl: 0.787634 loss_bbox: 0.308909 loss_dfl: 0.205078 loss: 1.298452 eta: 3 days, 20:20:10 batch_cost: 2.0771 data_cost: 0.0009 ips: 13.4803 images/s [11/16 11:19:29] ppdet.engine INFO: Epoch: [52] [3220/3251] learning_rate: 0.090619 loss_vfl: 0.830565 loss_bbox: 0.273194 loss_dfl: 0.186571 loss: 1.269434 eta: 3 days, 20:19:24 batch_cost: 2.0717 data_cost: 0.0112 ips: 13.5155 images/s [11/16 11:20:15] ppdet.engine INFO: Epoch: [52] [3240/3251] learning_rate: 0.090600 loss_vfl: 0.786481 loss_bbox: 0.288795 loss_dfl: 0.188648 loss: 1.275872 eta: 3 days, 20:18:40 batch_cost: 2.1313 data_cost: 0.0039 ips: 13.1372 images/s [11/16 11:20:55] ppdet.engine INFO: Epoch: [53] [ 0/3251] learning_rate: 0.090589 loss_vfl: 0.818594 loss_bbox: 0.277535 loss_dfl: 0.184832 loss: 1.275872 eta: 3 days, 20:18:21 batch_cost: 2.3527 data_cost: 0.7845 ips: 11.9013 images/s [11/16 11:21:45] ppdet.engine INFO: Epoch: [53] [ 20/3251] learning_rate: 0.090570 loss_vfl: 0.792723 loss_bbox: 0.267851 loss_dfl: 0.181133 loss: 1.246643 eta: 3 days, 20:17:41 batch_cost: 2.3518 data_cost: 0.0009 ips: 11.9059 images/s [11/16 11:22:30] ppdet.engine INFO: Epoch: [53] [ 40/3251] learning_rate: 0.090551 loss_vfl: 0.796224 loss_bbox: 0.239532 loss_dfl: 0.168772 loss: 1.242998 eta: 3 days, 20:16:56 batch_cost: 2.1110 data_cost: 0.0013 ips: 13.2639 images/s [11/16 11:23:17] ppdet.engine INFO: Epoch: [53] [ 60/3251] learning_rate: 0.090531 loss_vfl: 0.806062 loss_bbox: 0.277169 loss_dfl: 0.183511 loss: 1.299037 eta: 3 days, 20:16:13 batch_cost: 2.2210 data_cost: 0.0009 ips: 12.6069 images/s [11/16 11:24:04] ppdet.engine INFO: Epoch: [53] [ 80/3251] learning_rate: 0.090512 loss_vfl: 0.808824 loss_bbox: 0.284980 loss_dfl: 0.188602 loss: 1.280664 eta: 3 days, 20:15:31 batch_cost: 2.2123 data_cost: 0.0009 ips: 12.6564 images/s [11/16 11:24:52] ppdet.engine INFO: Epoch: [53] [ 100/3251] learning_rate: 0.090493 loss_vfl: 0.797915 loss_bbox: 0.283690 loss_dfl: 0.196183 loss: 1.267273 eta: 3 days, 20:14:49 batch_cost: 2.2660 data_cost: 0.0010 ips: 12.3567 images/s [11/16 11:25:41] ppdet.engine INFO: Epoch: [53] [ 120/3251] learning_rate: 0.090474 loss_vfl: 0.799919 loss_bbox: 0.279871 loss_dfl: 0.185227 loss: 1.273340 eta: 3 days, 20:14:08 batch_cost: 2.3424 data_cost: 0.0009 ips: 11.9535 images/s [11/16 11:26:28] ppdet.engine INFO: Epoch: [53] [ 140/3251] learning_rate: 0.090454 loss_vfl: 0.796108 loss_bbox: 0.273422 loss_dfl: 0.194373 loss: 1.290223 eta: 3 days, 20:13:26 batch_cost: 2.2454 data_cost: 0.0010 ips: 12.4697 images/s [11/16 11:27:14] ppdet.engine INFO: Epoch: [53] [ 160/3251] learning_rate: 0.090435 loss_vfl: 0.786637 loss_bbox: 0.285558 loss_dfl: 0.180268 loss: 1.308133 eta: 3 days, 20:12:43 batch_cost: 2.1950 data_cost: 0.0009 ips: 12.7565 images/s [11/16 11:28:03] ppdet.engine INFO: Epoch: [53] [ 180/3251] learning_rate: 0.090416 loss_vfl: 0.795489 loss_bbox: 0.270424 loss_dfl: 0.187987 loss: 1.262144 eta: 3 days, 20:12:02 batch_cost: 2.3446 data_cost: 0.0027 ips: 11.9423 images/s [11/16 11:28:48] ppdet.engine INFO: Epoch: [53] [ 200/3251] learning_rate: 0.090397 loss_vfl: 0.811466 loss_bbox: 0.299665 loss_dfl: 0.189441 loss: 1.277615 eta: 3 days, 20:11:18 batch_cost: 2.1032 data_cost: 0.0010 ips: 13.3130 images/s [11/16 11:29:35] ppdet.engine INFO: Epoch: [53] [ 220/3251] learning_rate: 0.090378 loss_vfl: 0.808826 loss_bbox: 0.277714 loss_dfl: 0.185876 loss: 1.250931 eta: 3 days, 20:10:36 batch_cost: 2.2674 data_cost: 0.0015 ips: 12.3490 images/s [11/16 11:30:21] ppdet.engine INFO: Epoch: [53] [ 240/3251] learning_rate: 0.090358 loss_vfl: 0.797303 loss_bbox: 0.268751 loss_dfl: 0.186836 loss: 1.271796 eta: 3 days, 20:09:51 batch_cost: 2.1341 data_cost: 0.0010 ips: 13.1202 images/s [11/16 11:31:07] ppdet.engine INFO: Epoch: [53] [ 260/3251] learning_rate: 0.090339 loss_vfl: 0.808029 loss_bbox: 0.316974 loss_dfl: 0.204725 loss: 1.342897 eta: 3 days, 20:09:08 batch_cost: 2.1858 data_cost: 0.0010 ips: 12.8097 images/s [11/16 11:31:54] ppdet.engine INFO: Epoch: [53] [ 280/3251] learning_rate: 0.090320 loss_vfl: 0.818986 loss_bbox: 0.261294 loss_dfl: 0.181878 loss: 1.273121 eta: 3 days, 20:08:25 batch_cost: 2.2083 data_cost: 0.0009 ips: 12.6796 images/s [11/16 11:32:38] ppdet.engine INFO: Epoch: [53] [ 300/3251] learning_rate: 0.090301 loss_vfl: 0.813510 loss_bbox: 0.273372 loss_dfl: 0.193011 loss: 1.269836 eta: 3 days, 20:07:41 batch_cost: 2.1463 data_cost: 0.0009 ips: 13.0459 images/s [11/16 11:33:26] ppdet.engine INFO: Epoch: [53] [ 320/3251] learning_rate: 0.090281 loss_vfl: 0.782893 loss_bbox: 0.267127 loss_dfl: 0.181618 loss: 1.242786 eta: 3 days, 20:06:58 batch_cost: 2.2065 data_cost: 0.0009 ips: 12.6899 images/s [11/16 11:34:13] ppdet.engine INFO: Epoch: [53] [ 340/3251] learning_rate: 0.090262 loss_vfl: 0.816482 loss_bbox: 0.263368 loss_dfl: 0.180437 loss: 1.263253 eta: 3 days, 20:06:15 batch_cost: 2.1600 data_cost: 0.0009 ips: 12.9631 images/s [11/16 11:34:58] ppdet.engine INFO: Epoch: [53] [ 360/3251] learning_rate: 0.090243 loss_vfl: 0.796272 loss_bbox: 0.290878 loss_dfl: 0.192483 loss: 1.294222 eta: 3 days, 20:05:30 batch_cost: 2.1419 data_cost: 0.0011 ips: 13.0724 images/s [11/16 11:35:44] ppdet.engine INFO: Epoch: [53] [ 380/3251] learning_rate: 0.090224 loss_vfl: 0.795350 loss_bbox: 0.291220 loss_dfl: 0.195733 loss: 1.280457 eta: 3 days, 20:04:47 batch_cost: 2.1607 data_cost: 0.0009 ips: 12.9585 images/s [11/16 11:36:31] ppdet.engine INFO: Epoch: [53] [ 400/3251] learning_rate: 0.090204 loss_vfl: 0.799522 loss_bbox: 0.289030 loss_dfl: 0.180214 loss: 1.265796 eta: 3 days, 20:04:04 batch_cost: 2.2092 data_cost: 0.0010 ips: 12.6742 images/s [11/16 11:37:17] ppdet.engine INFO: Epoch: [53] [ 420/3251] learning_rate: 0.090185 loss_vfl: 0.782477 loss_bbox: 0.267720 loss_dfl: 0.182311 loss: 1.235126 eta: 3 days, 20:03:20 batch_cost: 2.1858 data_cost: 0.0010 ips: 12.8098 images/s [11/16 11:38:03] ppdet.engine INFO: Epoch: [53] [ 440/3251] learning_rate: 0.090166 loss_vfl: 0.819269 loss_bbox: 0.278071 loss_dfl: 0.179013 loss: 1.289150 eta: 3 days, 20:02:37 batch_cost: 2.1978 data_cost: 0.0009 ips: 12.7402 images/s [11/16 11:38:48] ppdet.engine INFO: Epoch: [53] [ 460/3251] learning_rate: 0.090147 loss_vfl: 0.757521 loss_bbox: 0.279303 loss_dfl: 0.172119 loss: 1.252889 eta: 3 days, 20:01:53 batch_cost: 2.1082 data_cost: 0.0010 ips: 13.2817 images/s [11/16 11:39:33] ppdet.engine INFO: Epoch: [53] [ 480/3251] learning_rate: 0.090127 loss_vfl: 0.793905 loss_bbox: 0.256256 loss_dfl: 0.170633 loss: 1.204904 eta: 3 days, 20:01:09 batch_cost: 2.1479 data_cost: 0.0011 ips: 13.0359 images/s [11/16 11:40:22] ppdet.engine INFO: Epoch: [53] [ 500/3251] learning_rate: 0.090108 loss_vfl: 0.809538 loss_bbox: 0.258539 loss_dfl: 0.174618 loss: 1.218038 eta: 3 days, 20:00:28 batch_cost: 2.3221 data_cost: 0.0011 ips: 12.0578 images/s [11/16 11:41:08] ppdet.engine INFO: Epoch: [53] [ 520/3251] learning_rate: 0.090089 loss_vfl: 0.800770 loss_bbox: 0.272176 loss_dfl: 0.184241 loss: 1.277641 eta: 3 days, 19:59:44 batch_cost: 2.1561 data_cost: 0.0009 ips: 12.9863 images/s [11/16 11:41:54] ppdet.engine INFO: Epoch: [53] [ 540/3251] learning_rate: 0.090070 loss_vfl: 0.820250 loss_bbox: 0.293936 loss_dfl: 0.188240 loss: 1.267404 eta: 3 days, 19:59:01 batch_cost: 2.2071 data_cost: 0.0010 ips: 12.6864 images/s [11/16 11:42:40] ppdet.engine INFO: Epoch: [53] [ 560/3251] learning_rate: 0.090051 loss_vfl: 0.802258 loss_bbox: 0.313448 loss_dfl: 0.203071 loss: 1.332948 eta: 3 days, 19:58:18 batch_cost: 2.2168 data_cost: 0.0009 ips: 12.6307 images/s [11/16 11:43:25] ppdet.engine INFO: Epoch: [53] [ 580/3251] learning_rate: 0.090031 loss_vfl: 0.771765 loss_bbox: 0.280705 loss_dfl: 0.195514 loss: 1.279703 eta: 3 days, 19:57:34 batch_cost: 2.1488 data_cost: 0.0009 ips: 13.0303 images/s [11/16 11:44:14] ppdet.engine INFO: Epoch: [53] [ 600/3251] learning_rate: 0.090012 loss_vfl: 0.774774 loss_bbox: 0.269778 loss_dfl: 0.177651 loss: 1.218532 eta: 3 days, 19:56:52 batch_cost: 2.2571 data_cost: 0.0010 ips: 12.4056 images/s [11/16 11:45:01] ppdet.engine INFO: Epoch: [53] [ 620/3251] learning_rate: 0.089993 loss_vfl: 0.797390 loss_bbox: 0.260374 loss_dfl: 0.174887 loss: 1.248712 eta: 3 days, 19:56:09 batch_cost: 2.1827 data_cost: 0.0009 ips: 12.8281 images/s [11/16 11:45:48] ppdet.engine INFO: Epoch: [53] [ 640/3251] learning_rate: 0.089974 loss_vfl: 0.812180 loss_bbox: 0.259751 loss_dfl: 0.177930 loss: 1.223887 eta: 3 days, 19:55:27 batch_cost: 2.2527 data_cost: 0.0010 ips: 12.4297 images/s [11/16 11:46:34] ppdet.engine INFO: Epoch: [53] [ 660/3251] learning_rate: 0.089954 loss_vfl: 0.819316 loss_bbox: 0.302298 loss_dfl: 0.191402 loss: 1.326042 eta: 3 days, 19:54:44 batch_cost: 2.2269 data_cost: 0.0012 ips: 12.5737 images/s [11/16 11:47:22] ppdet.engine INFO: Epoch: [53] [ 680/3251] learning_rate: 0.089935 loss_vfl: 0.824076 loss_bbox: 0.296584 loss_dfl: 0.192203 loss: 1.303954 eta: 3 days, 19:54:02 batch_cost: 2.2272 data_cost: 0.0012 ips: 12.5720 images/s [11/16 11:48:10] ppdet.engine INFO: Epoch: [53] [ 700/3251] learning_rate: 0.089916 loss_vfl: 0.810169 loss_bbox: 0.241288 loss_dfl: 0.171374 loss: 1.220388 eta: 3 days, 19:53:20 batch_cost: 2.3072 data_cost: 0.0010 ips: 12.1360 images/s [11/16 11:48:57] ppdet.engine INFO: Epoch: [53] [ 720/3251] learning_rate: 0.089897 loss_vfl: 0.818137 loss_bbox: 0.291172 loss_dfl: 0.192759 loss: 1.298928 eta: 3 days, 19:52:39 batch_cost: 2.2642 data_cost: 0.0010 ips: 12.3663 images/s [11/16 11:49:45] ppdet.engine INFO: Epoch: [53] [ 740/3251] learning_rate: 0.089877 loss_vfl: 0.802518 loss_bbox: 0.272862 loss_dfl: 0.184542 loss: 1.267380 eta: 3 days, 19:51:55 batch_cost: 2.1985 data_cost: 0.0011 ips: 12.7361 images/s [11/16 11:50:33] ppdet.engine INFO: Epoch: [53] [ 760/3251] learning_rate: 0.089858 loss_vfl: 0.784170 loss_bbox: 0.278697 loss_dfl: 0.189678 loss: 1.254447 eta: 3 days, 19:51:13 batch_cost: 2.2530 data_cost: 0.0010 ips: 12.4281 images/s [11/16 11:51:19] ppdet.engine INFO: Epoch: [53] [ 780/3251] learning_rate: 0.089839 loss_vfl: 0.802803 loss_bbox: 0.297003 loss_dfl: 0.193063 loss: 1.273704 eta: 3 days, 19:50:30 batch_cost: 2.1890 data_cost: 0.0010 ips: 12.7909 images/s [11/16 11:52:07] ppdet.engine INFO: Epoch: [53] [ 800/3251] learning_rate: 0.089820 loss_vfl: 0.786862 loss_bbox: 0.283844 loss_dfl: 0.189433 loss: 1.268831 eta: 3 days, 19:49:47 batch_cost: 2.2112 data_cost: 0.0009 ips: 12.6627 images/s [11/16 11:52:53] ppdet.engine INFO: Epoch: [53] [ 820/3251] learning_rate: 0.089801 loss_vfl: 0.817624 loss_bbox: 0.301314 loss_dfl: 0.193030 loss: 1.304828 eta: 3 days, 19:49:03 batch_cost: 2.1137 data_cost: 0.0010 ips: 13.2470 images/s [11/16 11:53:40] ppdet.engine INFO: Epoch: [53] [ 840/3251] learning_rate: 0.089781 loss_vfl: 0.810707 loss_bbox: 0.263259 loss_dfl: 0.189607 loss: 1.283311 eta: 3 days, 19:48:19 batch_cost: 2.1794 data_cost: 0.0009 ips: 12.8475 images/s [11/16 11:54:27] ppdet.engine INFO: Epoch: [53] [ 860/3251] learning_rate: 0.089762 loss_vfl: 0.804834 loss_bbox: 0.285048 loss_dfl: 0.182550 loss: 1.304908 eta: 3 days, 19:47:36 batch_cost: 2.1668 data_cost: 0.0012 ips: 12.9220 images/s [11/16 11:55:14] ppdet.engine INFO: Epoch: [53] [ 880/3251] learning_rate: 0.089743 loss_vfl: 0.788566 loss_bbox: 0.288388 loss_dfl: 0.191273 loss: 1.247461 eta: 3 days, 19:46:53 batch_cost: 2.2397 data_cost: 0.0015 ips: 12.5019 images/s [11/16 11:55:59] ppdet.engine INFO: Epoch: [53] [ 900/3251] learning_rate: 0.089724 loss_vfl: 0.821892 loss_bbox: 0.276972 loss_dfl: 0.182748 loss: 1.278064 eta: 3 days, 19:46:10 batch_cost: 2.1688 data_cost: 0.0009 ips: 12.9104 images/s [11/16 11:56:47] ppdet.engine INFO: Epoch: [53] [ 920/3251] learning_rate: 0.089704 loss_vfl: 0.785676 loss_bbox: 0.304858 loss_dfl: 0.196486 loss: 1.308964 eta: 3 days, 19:45:27 batch_cost: 2.2233 data_cost: 0.0010 ips: 12.5942 images/s [11/16 11:57:33] ppdet.engine INFO: Epoch: [53] [ 940/3251] learning_rate: 0.089685 loss_vfl: 0.809048 loss_bbox: 0.298193 loss_dfl: 0.187232 loss: 1.299003 eta: 3 days, 19:44:44 batch_cost: 2.1876 data_cost: 0.0013 ips: 12.7997 images/s [11/16 11:58:21] ppdet.engine INFO: Epoch: [53] [ 960/3251] learning_rate: 0.089666 loss_vfl: 0.795943 loss_bbox: 0.282932 loss_dfl: 0.195564 loss: 1.293790 eta: 3 days, 19:44:02 batch_cost: 2.2737 data_cost: 0.0011 ips: 12.3149 images/s [11/16 11:59:08] ppdet.engine INFO: Epoch: [53] [ 980/3251] learning_rate: 0.089647 loss_vfl: 0.782734 loss_bbox: 0.264755 loss_dfl: 0.203077 loss: 1.300853 eta: 3 days, 19:43:19 batch_cost: 2.2059 data_cost: 0.0009 ips: 12.6933 images/s [11/16 11:59:54] ppdet.engine INFO: Epoch: [53] [1000/3251] learning_rate: 0.089628 loss_vfl: 0.792656 loss_bbox: 0.266295 loss_dfl: 0.181802 loss: 1.266963 eta: 3 days, 19:42:36 batch_cost: 2.2071 data_cost: 0.0015 ips: 12.6863 images/s [11/16 12:00:42] ppdet.engine INFO: Epoch: [53] [1020/3251] learning_rate: 0.089608 loss_vfl: 0.797410 loss_bbox: 0.282605 loss_dfl: 0.186085 loss: 1.285865 eta: 3 days, 19:41:53 batch_cost: 2.2009 data_cost: 0.0010 ips: 12.7219 images/s [11/16 12:01:28] ppdet.engine INFO: Epoch: [53] [1040/3251] learning_rate: 0.089589 loss_vfl: 0.802902 loss_bbox: 0.274580 loss_dfl: 0.179023 loss: 1.249167 eta: 3 days, 19:41:10 batch_cost: 2.2118 data_cost: 0.0010 ips: 12.6592 images/s [11/16 12:02:16] ppdet.engine INFO: Epoch: [53] [1060/3251] learning_rate: 0.089570 loss_vfl: 0.800976 loss_bbox: 0.259369 loss_dfl: 0.167769 loss: 1.253503 eta: 3 days, 19:40:28 batch_cost: 2.2600 data_cost: 0.0010 ips: 12.3892 images/s [11/16 12:03:03] ppdet.engine INFO: Epoch: [53] [1080/3251] learning_rate: 0.089551 loss_vfl: 0.787253 loss_bbox: 0.252082 loss_dfl: 0.170640 loss: 1.219275 eta: 3 days, 19:39:45 batch_cost: 2.1784 data_cost: 0.0014 ips: 12.8535 images/s [11/16 12:03:49] ppdet.engine INFO: Epoch: [53] [1100/3251] learning_rate: 0.089531 loss_vfl: 0.806364 loss_bbox: 0.293891 loss_dfl: 0.186775 loss: 1.280109 eta: 3 days, 19:38:59 batch_cost: 2.0609 data_cost: 0.0016 ips: 13.5865 images/s [11/16 12:04:35] ppdet.engine INFO: Epoch: [53] [1120/3251] learning_rate: 0.089512 loss_vfl: 0.807518 loss_bbox: 0.287053 loss_dfl: 0.192599 loss: 1.271260 eta: 3 days, 19:38:16 batch_cost: 2.1844 data_cost: 0.0009 ips: 12.8179 images/s [11/16 12:05:21] ppdet.engine INFO: Epoch: [53] [1140/3251] learning_rate: 0.089493 loss_vfl: 0.807474 loss_bbox: 0.277971 loss_dfl: 0.179026 loss: 1.284314 eta: 3 days, 19:37:32 batch_cost: 2.1514 data_cost: 0.0010 ips: 13.0146 images/s [11/16 12:06:08] ppdet.engine INFO: Epoch: [53] [1160/3251] learning_rate: 0.089474 loss_vfl: 0.804578 loss_bbox: 0.291863 loss_dfl: 0.188851 loss: 1.304354 eta: 3 days, 19:36:49 batch_cost: 2.2159 data_cost: 0.0009 ips: 12.6360 images/s [11/16 12:06:57] ppdet.engine INFO: Epoch: [53] [1180/3251] learning_rate: 0.089455 loss_vfl: 0.804636 loss_bbox: 0.296979 loss_dfl: 0.189368 loss: 1.265311 eta: 3 days, 19:36:09 batch_cost: 2.3579 data_cost: 0.0009 ips: 11.8749 images/s [11/16 12:07:44] ppdet.engine INFO: Epoch: [53] [1200/3251] learning_rate: 0.089435 loss_vfl: 0.802712 loss_bbox: 0.316323 loss_dfl: 0.187111 loss: 1.309775 eta: 3 days, 19:35:24 batch_cost: 2.1208 data_cost: 0.0011 ips: 13.2023 images/s [11/16 12:08:30] ppdet.engine INFO: Epoch: [53] [1220/3251] learning_rate: 0.089416 loss_vfl: 0.820355 loss_bbox: 0.300127 loss_dfl: 0.192064 loss: 1.342385 eta: 3 days, 19:34:42 batch_cost: 2.2405 data_cost: 0.0009 ips: 12.4970 images/s [11/16 12:09:16] ppdet.engine INFO: Epoch: [53] [1240/3251] learning_rate: 0.089397 loss_vfl: 0.803670 loss_bbox: 0.256468 loss_dfl: 0.182832 loss: 1.255019 eta: 3 days, 19:33:57 batch_cost: 2.0828 data_cost: 0.0010 ips: 13.4434 images/s [11/16 12:10:03] ppdet.engine INFO: Epoch: [53] [1260/3251] learning_rate: 0.089378 loss_vfl: 0.783633 loss_bbox: 0.282702 loss_dfl: 0.187524 loss: 1.255194 eta: 3 days, 19:33:14 batch_cost: 2.2073 data_cost: 0.0010 ips: 12.6853 images/s [11/16 12:10:50] ppdet.engine INFO: Epoch: [53] [1280/3251] learning_rate: 0.089358 loss_vfl: 0.782431 loss_bbox: 0.292870 loss_dfl: 0.189645 loss: 1.281765 eta: 3 days, 19:32:32 batch_cost: 2.2545 data_cost: 0.0010 ips: 12.4198 images/s [11/16 12:11:38] ppdet.engine INFO: Epoch: [53] [1300/3251] learning_rate: 0.089339 loss_vfl: 0.807835 loss_bbox: 0.265146 loss_dfl: 0.173648 loss: 1.269101 eta: 3 days, 19:31:50 batch_cost: 2.2684 data_cost: 0.0010 ips: 12.3436 images/s [11/16 12:12:26] ppdet.engine INFO: Epoch: [53] [1320/3251] learning_rate: 0.089320 loss_vfl: 0.812312 loss_bbox: 0.282731 loss_dfl: 0.179777 loss: 1.276863 eta: 3 days, 19:31:07 batch_cost: 2.1821 data_cost: 0.0010 ips: 12.8319 images/s [11/16 12:13:11] ppdet.engine INFO: Epoch: [53] [1340/3251] learning_rate: 0.089301 loss_vfl: 0.799485 loss_bbox: 0.317534 loss_dfl: 0.220442 loss: 1.347662 eta: 3 days, 19:30:22 batch_cost: 2.1154 data_cost: 0.0010 ips: 13.2362 images/s [11/16 12:13:56] ppdet.engine INFO: Epoch: [53] [1360/3251] learning_rate: 0.089282 loss_vfl: 0.799053 loss_bbox: 0.282868 loss_dfl: 0.184614 loss: 1.267163 eta: 3 days, 19:29:38 batch_cost: 2.1308 data_cost: 0.0011 ips: 13.1406 images/s [11/16 12:14:45] ppdet.engine INFO: Epoch: [53] [1380/3251] learning_rate: 0.089262 loss_vfl: 0.805638 loss_bbox: 0.328597 loss_dfl: 0.188191 loss: 1.310887 eta: 3 days, 19:28:57 batch_cost: 2.3197 data_cost: 0.0009 ips: 12.0704 images/s [11/16 12:15:33] ppdet.engine INFO: Epoch: [53] [1400/3251] learning_rate: 0.089243 loss_vfl: 0.787145 loss_bbox: 0.271829 loss_dfl: 0.175307 loss: 1.230932 eta: 3 days, 19:28:16 batch_cost: 2.3110 data_cost: 0.0010 ips: 12.1158 images/s [11/16 12:16:17] ppdet.engine INFO: Epoch: [53] [1420/3251] learning_rate: 0.089224 loss_vfl: 0.799777 loss_bbox: 0.288447 loss_dfl: 0.189549 loss: 1.285049 eta: 3 days, 19:27:31 batch_cost: 2.1079 data_cost: 0.0009 ips: 13.2834 images/s [11/16 12:17:03] ppdet.engine INFO: Epoch: [53] [1440/3251] learning_rate: 0.089205 loss_vfl: 0.788086 loss_bbox: 0.260565 loss_dfl: 0.173493 loss: 1.235915 eta: 3 days, 19:26:48 batch_cost: 2.1966 data_cost: 0.0010 ips: 12.7471 images/s [11/16 12:17:48] ppdet.engine INFO: Epoch: [53] [1460/3251] learning_rate: 0.089186 loss_vfl: 0.801026 loss_bbox: 0.279821 loss_dfl: 0.182972 loss: 1.276908 eta: 3 days, 19:26:03 batch_cost: 2.1034 data_cost: 0.0010 ips: 13.3115 images/s [11/16 12:18:34] ppdet.engine INFO: Epoch: [53] [1480/3251] learning_rate: 0.089166 loss_vfl: 0.839479 loss_bbox: 0.271567 loss_dfl: 0.178220 loss: 1.288562 eta: 3 days, 19:25:20 batch_cost: 2.1990 data_cost: 0.0009 ips: 12.7330 images/s [11/16 12:19:18] ppdet.engine INFO: Epoch: [53] [1500/3251] learning_rate: 0.089147 loss_vfl: 0.826224 loss_bbox: 0.300579 loss_dfl: 0.194707 loss: 1.282855 eta: 3 days, 19:24:35 batch_cost: 2.0577 data_cost: 0.0010 ips: 13.6074 images/s [11/16 12:20:08] ppdet.engine INFO: Epoch: [53] [1520/3251] learning_rate: 0.089128 loss_vfl: 0.795776 loss_bbox: 0.307325 loss_dfl: 0.193707 loss: 1.299622 eta: 3 days, 19:23:54 batch_cost: 2.3475 data_cost: 0.0012 ips: 11.9276 images/s [11/16 12:20:55] ppdet.engine INFO: Epoch: [53] [1540/3251] learning_rate: 0.089109 loss_vfl: 0.801571 loss_bbox: 0.254510 loss_dfl: 0.172266 loss: 1.289621 eta: 3 days, 19:23:11 batch_cost: 2.2102 data_cost: 0.0009 ips: 12.6688 images/s [11/16 12:21:42] ppdet.engine INFO: Epoch: [53] [1560/3251] learning_rate: 0.089089 loss_vfl: 0.834272 loss_bbox: 0.276355 loss_dfl: 0.184464 loss: 1.304990 eta: 3 days, 19:22:29 batch_cost: 2.2296 data_cost: 0.0011 ips: 12.5584 images/s [11/16 12:22:30] ppdet.engine INFO: Epoch: [53] [1580/3251] learning_rate: 0.089070 loss_vfl: 0.806140 loss_bbox: 0.291683 loss_dfl: 0.198497 loss: 1.313286 eta: 3 days, 19:21:47 batch_cost: 2.2588 data_cost: 0.0009 ips: 12.3962 images/s [11/16 12:23:16] ppdet.engine INFO: Epoch: [53] [1600/3251] learning_rate: 0.089051 loss_vfl: 0.792907 loss_bbox: 0.249782 loss_dfl: 0.179307 loss: 1.229311 eta: 3 days, 19:21:02 batch_cost: 2.1097 data_cost: 0.0094 ips: 13.2722 images/s [11/16 12:24:05] ppdet.engine INFO: Epoch: [53] [1620/3251] learning_rate: 0.089032 loss_vfl: 0.808082 loss_bbox: 0.269258 loss_dfl: 0.175352 loss: 1.250941 eta: 3 days, 19:20:20 batch_cost: 2.2886 data_cost: 0.0009 ips: 12.2346 images/s [11/16 12:24:51] ppdet.engine INFO: Epoch: [53] [1640/3251] learning_rate: 0.089013 loss_vfl: 0.809521 loss_bbox: 0.263670 loss_dfl: 0.196707 loss: 1.260383 eta: 3 days, 19:19:37 batch_cost: 2.2009 data_cost: 0.0009 ips: 12.7219 images/s [11/16 12:25:37] ppdet.engine INFO: Epoch: [53] [1660/3251] learning_rate: 0.088993 loss_vfl: 0.809852 loss_bbox: 0.275765 loss_dfl: 0.187574 loss: 1.262629 eta: 3 days, 19:18:54 batch_cost: 2.2102 data_cost: 0.0010 ips: 12.6683 images/s [11/16 12:26:23] ppdet.engine INFO: Epoch: [53] [1680/3251] learning_rate: 0.088974 loss_vfl: 0.800541 loss_bbox: 0.270708 loss_dfl: 0.186985 loss: 1.246089 eta: 3 days, 19:18:11 batch_cost: 2.1974 data_cost: 0.0010 ips: 12.7423 images/s [11/16 12:27:12] ppdet.engine INFO: Epoch: [53] [1700/3251] learning_rate: 0.088955 loss_vfl: 0.819583 loss_bbox: 0.288328 loss_dfl: 0.192977 loss: 1.282694 eta: 3 days, 19:17:29 batch_cost: 2.2354 data_cost: 0.0010 ips: 12.5257 images/s [11/16 12:27:58] ppdet.engine INFO: Epoch: [53] [1720/3251] learning_rate: 0.088936 loss_vfl: 0.789325 loss_bbox: 0.274331 loss_dfl: 0.189357 loss: 1.257908 eta: 3 days, 19:16:46 batch_cost: 2.2261 data_cost: 0.0009 ips: 12.5781 images/s [11/16 12:28:45] ppdet.engine INFO: Epoch: [53] [1740/3251] learning_rate: 0.088917 loss_vfl: 0.804084 loss_bbox: 0.242723 loss_dfl: 0.161599 loss: 1.210063 eta: 3 days, 19:16:02 batch_cost: 2.1142 data_cost: 0.0009 ips: 13.2441 images/s [11/16 12:29:31] ppdet.engine INFO: Epoch: [53] [1760/3251] learning_rate: 0.088897 loss_vfl: 0.843064 loss_bbox: 0.280498 loss_dfl: 0.188255 loss: 1.314175 eta: 3 days, 19:15:18 batch_cost: 2.1637 data_cost: 0.0017 ips: 12.9411 images/s [11/16 12:30:15] ppdet.engine INFO: Epoch: [53] [1780/3251] learning_rate: 0.088878 loss_vfl: 0.827130 loss_bbox: 0.276135 loss_dfl: 0.179784 loss: 1.257571 eta: 3 days, 19:14:33 batch_cost: 2.0696 data_cost: 0.0010 ips: 13.5291 images/s [11/16 12:31:02] ppdet.engine INFO: Epoch: [53] [1800/3251] learning_rate: 0.088859 loss_vfl: 0.789560 loss_bbox: 0.291876 loss_dfl: 0.184143 loss: 1.266125 eta: 3 days, 19:13:51 batch_cost: 2.2671 data_cost: 0.0018 ips: 12.3507 images/s [11/16 12:31:48] ppdet.engine INFO: Epoch: [53] [1820/3251] learning_rate: 0.088840 loss_vfl: 0.823015 loss_bbox: 0.259635 loss_dfl: 0.177712 loss: 1.278525 eta: 3 days, 19:13:07 batch_cost: 2.1466 data_cost: 0.0009 ips: 13.0438 images/s [11/16 12:32:36] ppdet.engine INFO: Epoch: [53] [1840/3251] learning_rate: 0.088821 loss_vfl: 0.803591 loss_bbox: 0.247593 loss_dfl: 0.168540 loss: 1.252476 eta: 3 days, 19:12:24 batch_cost: 2.2048 data_cost: 0.0010 ips: 12.6998 images/s [11/16 12:33:24] ppdet.engine INFO: Epoch: [53] [1860/3251] learning_rate: 0.088801 loss_vfl: 0.802284 loss_bbox: 0.335126 loss_dfl: 0.204110 loss: 1.332041 eta: 3 days, 19:11:42 batch_cost: 2.2892 data_cost: 0.0009 ips: 12.2311 images/s [11/16 12:34:09] ppdet.engine INFO: Epoch: [53] [1880/3251] learning_rate: 0.088782 loss_vfl: 0.788932 loss_bbox: 0.259496 loss_dfl: 0.178590 loss: 1.217071 eta: 3 days, 19:10:58 batch_cost: 2.1379 data_cost: 0.0011 ips: 13.0967 images/s [11/16 12:34:55] ppdet.engine INFO: Epoch: [53] [1900/3251] learning_rate: 0.088763 loss_vfl: 0.808876 loss_bbox: 0.277643 loss_dfl: 0.191158 loss: 1.253775 eta: 3 days, 19:10:14 batch_cost: 2.1678 data_cost: 0.0009 ips: 12.9160 images/s [11/16 12:35:44] ppdet.engine INFO: Epoch: [53] [1920/3251] learning_rate: 0.088744 loss_vfl: 0.806114 loss_bbox: 0.275883 loss_dfl: 0.193446 loss: 1.292141 eta: 3 days, 19:09:33 batch_cost: 2.3165 data_cost: 0.0012 ips: 12.0871 images/s [11/16 12:36:32] ppdet.engine INFO: Epoch: [53] [1940/3251] learning_rate: 0.088725 loss_vfl: 0.806555 loss_bbox: 0.276049 loss_dfl: 0.183956 loss: 1.265754 eta: 3 days, 19:08:50 batch_cost: 2.2051 data_cost: 0.0009 ips: 12.6981 images/s [11/16 12:37:17] ppdet.engine INFO: Epoch: [53] [1960/3251] learning_rate: 0.088705 loss_vfl: 0.788502 loss_bbox: 0.241314 loss_dfl: 0.164980 loss: 1.178231 eta: 3 days, 19:08:06 batch_cost: 2.0953 data_cost: 0.0009 ips: 13.3630 images/s [11/16 12:38:04] ppdet.engine INFO: Epoch: [53] [1980/3251] learning_rate: 0.088686 loss_vfl: 0.782066 loss_bbox: 0.339083 loss_dfl: 0.208136 loss: 1.324601 eta: 3 days, 19:07:22 batch_cost: 2.1975 data_cost: 0.0011 ips: 12.7420 images/s [11/16 12:38:51] ppdet.engine INFO: Epoch: [53] [2000/3251] learning_rate: 0.088667 loss_vfl: 0.812009 loss_bbox: 0.275449 loss_dfl: 0.183203 loss: 1.276119 eta: 3 days, 19:06:40 batch_cost: 2.2359 data_cost: 0.0010 ips: 12.5232 images/s [11/16 12:39:38] ppdet.engine INFO: Epoch: [53] [2020/3251] learning_rate: 0.088648 loss_vfl: 0.816843 loss_bbox: 0.278721 loss_dfl: 0.181817 loss: 1.275597 eta: 3 days, 19:05:56 batch_cost: 2.1602 data_cost: 0.0010 ips: 12.9618 images/s [11/16 12:40:24] ppdet.engine INFO: Epoch: [53] [2040/3251] learning_rate: 0.088629 loss_vfl: 0.786894 loss_bbox: 0.277911 loss_dfl: 0.180423 loss: 1.254089 eta: 3 days, 19:05:13 batch_cost: 2.1996 data_cost: 0.0010 ips: 12.7295 images/s [11/16 12:41:10] ppdet.engine INFO: Epoch: [53] [2060/3251] learning_rate: 0.088609 loss_vfl: 0.812476 loss_bbox: 0.275868 loss_dfl: 0.180669 loss: 1.250735 eta: 3 days, 19:04:30 batch_cost: 2.1727 data_cost: 0.0010 ips: 12.8873 images/s [11/16 12:41:57] ppdet.engine INFO: Epoch: [53] [2080/3251] learning_rate: 0.088590 loss_vfl: 0.812170 loss_bbox: 0.263756 loss_dfl: 0.182972 loss: 1.235831 eta: 3 days, 19:03:45 batch_cost: 2.1264 data_cost: 0.0011 ips: 13.1680 images/s [11/16 12:42:46] ppdet.engine INFO: Epoch: [53] [2100/3251] learning_rate: 0.088571 loss_vfl: 0.798061 loss_bbox: 0.306339 loss_dfl: 0.193537 loss: 1.302249 eta: 3 days, 19:03:03 batch_cost: 2.2426 data_cost: 0.0010 ips: 12.4853 images/s [11/16 12:43:32] ppdet.engine INFO: Epoch: [53] [2120/3251] learning_rate: 0.088552 loss_vfl: 0.805792 loss_bbox: 0.255392 loss_dfl: 0.175517 loss: 1.284527 eta: 3 days, 19:02:19 batch_cost: 2.1265 data_cost: 0.0010 ips: 13.1672 images/s [11/16 12:44:19] ppdet.engine INFO: Epoch: [53] [2140/3251] learning_rate: 0.088533 loss_vfl: 0.776848 loss_bbox: 0.268392 loss_dfl: 0.190024 loss: 1.234283 eta: 3 days, 19:01:36 batch_cost: 2.2498 data_cost: 0.0010 ips: 12.4455 images/s [11/16 12:45:06] ppdet.engine INFO: Epoch: [53] [2160/3251] learning_rate: 0.088513 loss_vfl: 0.786905 loss_bbox: 0.296475 loss_dfl: 0.189744 loss: 1.284264 eta: 3 days, 19:00:54 batch_cost: 2.2554 data_cost: 0.0011 ips: 12.4147 images/s [11/16 12:45:52] ppdet.engine INFO: Epoch: [53] [2180/3251] learning_rate: 0.088494 loss_vfl: 0.807443 loss_bbox: 0.279089 loss_dfl: 0.186169 loss: 1.266237 eta: 3 days, 19:00:10 batch_cost: 2.1080 data_cost: 0.0010 ips: 13.2825 images/s [11/16 12:46:39] ppdet.engine INFO: Epoch: [53] [2200/3251] learning_rate: 0.088475 loss_vfl: 0.808575 loss_bbox: 0.293049 loss_dfl: 0.191323 loss: 1.291181 eta: 3 days, 18:59:27 batch_cost: 2.2080 data_cost: 0.0010 ips: 12.6814 images/s [11/16 12:47:23] ppdet.engine INFO: Epoch: [53] [2220/3251] learning_rate: 0.088456 loss_vfl: 0.793275 loss_bbox: 0.285980 loss_dfl: 0.192170 loss: 1.290916 eta: 3 days, 18:58:41 batch_cost: 2.0669 data_cost: 0.0010 ips: 13.5470 images/s [11/16 12:48:10] ppdet.engine INFO: Epoch: [53] [2240/3251] learning_rate: 0.088437 loss_vfl: 0.825589 loss_bbox: 0.303477 loss_dfl: 0.202933 loss: 1.310704 eta: 3 days, 18:57:59 batch_cost: 2.2309 data_cost: 0.0010 ips: 12.5512 images/s [11/16 12:48:57] ppdet.engine INFO: Epoch: [53] [2260/3251] learning_rate: 0.088417 loss_vfl: 0.804149 loss_bbox: 0.294245 loss_dfl: 0.179031 loss: 1.278812 eta: 3 days, 18:57:17 batch_cost: 2.2504 data_cost: 0.0009 ips: 12.4425 images/s [11/16 12:49:44] ppdet.engine INFO: Epoch: [53] [2280/3251] learning_rate: 0.088398 loss_vfl: 0.804243 loss_bbox: 0.299164 loss_dfl: 0.183001 loss: 1.274985 eta: 3 days, 18:56:34 batch_cost: 2.2218 data_cost: 0.0010 ips: 12.6023 images/s [11/16 12:50:32] ppdet.engine INFO: Epoch: [53] [2300/3251] learning_rate: 0.088379 loss_vfl: 0.814051 loss_bbox: 0.307622 loss_dfl: 0.208379 loss: 1.321924 eta: 3 days, 18:55:52 batch_cost: 2.2488 data_cost: 0.0010 ips: 12.4509 images/s [11/16 12:51:18] ppdet.engine INFO: Epoch: [53] [2320/3251] learning_rate: 0.088360 loss_vfl: 0.808633 loss_bbox: 0.273688 loss_dfl: 0.186479 loss: 1.297336 eta: 3 days, 18:55:07 batch_cost: 2.1176 data_cost: 0.0010 ips: 13.2227 images/s [11/16 12:52:05] ppdet.engine INFO: Epoch: [53] [2340/3251] learning_rate: 0.088341 loss_vfl: 0.809396 loss_bbox: 0.302997 loss_dfl: 0.194358 loss: 1.303212 eta: 3 days, 18:54:25 batch_cost: 2.2475 data_cost: 0.0010 ips: 12.4581 images/s [11/16 12:52:52] ppdet.engine INFO: Epoch: [53] [2360/3251] learning_rate: 0.088321 loss_vfl: 0.803893 loss_bbox: 0.252497 loss_dfl: 0.177989 loss: 1.240957 eta: 3 days, 18:53:42 batch_cost: 2.2221 data_cost: 0.0009 ips: 12.6008 images/s [11/16 12:53:40] ppdet.engine INFO: Epoch: [53] [2380/3251] learning_rate: 0.088302 loss_vfl: 0.785001 loss_bbox: 0.270618 loss_dfl: 0.185978 loss: 1.296558 eta: 3 days, 18:53:01 batch_cost: 2.2928 data_cost: 0.0009 ips: 12.2119 images/s [11/16 12:54:28] ppdet.engine INFO: Epoch: [53] [2400/3251] learning_rate: 0.088283 loss_vfl: 0.805849 loss_bbox: 0.269751 loss_dfl: 0.192973 loss: 1.286548 eta: 3 days, 18:52:19 batch_cost: 2.2949 data_cost: 0.0010 ips: 12.2008 images/s [11/16 12:55:14] ppdet.engine INFO: Epoch: [53] [2420/3251] learning_rate: 0.088264 loss_vfl: 0.772905 loss_bbox: 0.308557 loss_dfl: 0.211795 loss: 1.327899 eta: 3 days, 18:51:36 batch_cost: 2.2149 data_cost: 0.0010 ips: 12.6418 images/s [11/16 12:56:00] ppdet.engine INFO: Epoch: [53] [2440/3251] learning_rate: 0.088245 loss_vfl: 0.801725 loss_bbox: 0.281526 loss_dfl: 0.183642 loss: 1.250735 eta: 3 days, 18:50:53 batch_cost: 2.1838 data_cost: 0.0009 ips: 12.8215 images/s [11/16 12:56:46] ppdet.engine INFO: Epoch: [53] [2460/3251] learning_rate: 0.088225 loss_vfl: 0.826808 loss_bbox: 0.290191 loss_dfl: 0.194046 loss: 1.321667 eta: 3 days, 18:50:10 batch_cost: 2.1903 data_cost: 0.0009 ips: 12.7835 images/s [11/16 12:57:33] ppdet.engine INFO: Epoch: [53] [2480/3251] learning_rate: 0.088206 loss_vfl: 0.799347 loss_bbox: 0.258293 loss_dfl: 0.168807 loss: 1.241778 eta: 3 days, 18:49:27 batch_cost: 2.2084 data_cost: 0.0009 ips: 12.6790 images/s [11/16 12:58:16] ppdet.engine INFO: Epoch: [53] [2500/3251] learning_rate: 0.088187 loss_vfl: 0.811355 loss_bbox: 0.236188 loss_dfl: 0.170250 loss: 1.194608 eta: 3 days, 18:48:41 batch_cost: 2.0634 data_cost: 0.0010 ips: 13.5696 images/s [11/16 12:59:03] ppdet.engine INFO: Epoch: [53] [2520/3251] learning_rate: 0.088168 loss_vfl: 0.835187 loss_bbox: 0.247423 loss_dfl: 0.169312 loss: 1.263625 eta: 3 days, 18:47:58 batch_cost: 2.2027 data_cost: 0.0011 ips: 12.7118 images/s [11/16 12:59:49] ppdet.engine INFO: Epoch: [53] [2540/3251] learning_rate: 0.088149 loss_vfl: 0.803973 loss_bbox: 0.272277 loss_dfl: 0.180351 loss: 1.288549 eta: 3 days, 18:47:14 batch_cost: 2.1134 data_cost: 0.0010 ips: 13.2488 images/s [11/16 13:00:33] ppdet.engine INFO: Epoch: [53] [2560/3251] learning_rate: 0.088129 loss_vfl: 0.798364 loss_bbox: 0.280495 loss_dfl: 0.185846 loss: 1.288772 eta: 3 days, 18:46:29 batch_cost: 2.1058 data_cost: 0.0009 ips: 13.2965 images/s [11/16 13:01:19] ppdet.engine INFO: Epoch: [53] [2580/3251] learning_rate: 0.088110 loss_vfl: 0.801668 loss_bbox: 0.269517 loss_dfl: 0.181638 loss: 1.247432 eta: 3 days, 18:45:45 batch_cost: 2.1574 data_cost: 0.0011 ips: 12.9786 images/s [11/16 13:02:06] ppdet.engine INFO: Epoch: [53] [2600/3251] learning_rate: 0.088091 loss_vfl: 0.811283 loss_bbox: 0.268012 loss_dfl: 0.189254 loss: 1.292441 eta: 3 days, 18:45:02 batch_cost: 2.1535 data_cost: 0.0010 ips: 13.0018 images/s [11/16 13:02:51] ppdet.engine INFO: Epoch: [53] [2620/3251] learning_rate: 0.088072 loss_vfl: 0.814627 loss_bbox: 0.297098 loss_dfl: 0.198216 loss: 1.310111 eta: 3 days, 18:44:17 batch_cost: 2.1143 data_cost: 0.0010 ips: 13.2431 images/s [11/16 13:03:37] ppdet.engine INFO: Epoch: [53] [2640/3251] learning_rate: 0.088053 loss_vfl: 0.817671 loss_bbox: 0.258601 loss_dfl: 0.172054 loss: 1.221692 eta: 3 days, 18:43:33 batch_cost: 2.1637 data_cost: 0.0010 ips: 12.9406 images/s [11/16 13:04:26] ppdet.engine INFO: Epoch: [53] [2660/3251] learning_rate: 0.088033 loss_vfl: 0.805173 loss_bbox: 0.265379 loss_dfl: 0.183739 loss: 1.283013 eta: 3 days, 18:42:51 batch_cost: 2.2385 data_cost: 0.0010 ips: 12.5085 images/s [11/16 13:05:12] ppdet.engine INFO: Epoch: [53] [2680/3251] learning_rate: 0.088014 loss_vfl: 0.812246 loss_bbox: 0.258032 loss_dfl: 0.177942 loss: 1.238818 eta: 3 days, 18:42:07 batch_cost: 2.1555 data_cost: 0.0010 ips: 12.9900 images/s [11/16 13:05:58] ppdet.engine INFO: Epoch: [53] [2700/3251] learning_rate: 0.087995 loss_vfl: 0.781575 loss_bbox: 0.292296 loss_dfl: 0.196619 loss: 1.306002 eta: 3 days, 18:41:24 batch_cost: 2.1977 data_cost: 0.0016 ips: 12.7404 images/s [11/16 13:06:45] ppdet.engine INFO: Epoch: [53] [2720/3251] learning_rate: 0.087976 loss_vfl: 0.774532 loss_bbox: 0.267748 loss_dfl: 0.186661 loss: 1.233081 eta: 3 days, 18:40:41 batch_cost: 2.1904 data_cost: 0.0009 ips: 12.7833 images/s [11/16 13:07:32] ppdet.engine INFO: Epoch: [53] [2740/3251] learning_rate: 0.087957 loss_vfl: 0.792290 loss_bbox: 0.260470 loss_dfl: 0.170732 loss: 1.262042 eta: 3 days, 18:39:58 batch_cost: 2.2360 data_cost: 0.0011 ips: 12.5221 images/s [11/16 13:08:16] ppdet.engine INFO: Epoch: [53] [2760/3251] learning_rate: 0.087938 loss_vfl: 0.784336 loss_bbox: 0.272469 loss_dfl: 0.181472 loss: 1.258146 eta: 3 days, 18:39:13 batch_cost: 2.0927 data_cost: 0.0010 ips: 13.3801 images/s [11/16 13:09:01] ppdet.engine INFO: Epoch: [53] [2780/3251] learning_rate: 0.087918 loss_vfl: 0.806095 loss_bbox: 0.286508 loss_dfl: 0.196916 loss: 1.280253 eta: 3 days, 18:38:29 batch_cost: 2.1421 data_cost: 0.0009 ips: 13.0712 images/s [11/16 13:09:48] ppdet.engine INFO: Epoch: [53] [2800/3251] learning_rate: 0.087899 loss_vfl: 0.788391 loss_bbox: 0.260422 loss_dfl: 0.179261 loss: 1.262378 eta: 3 days, 18:37:46 batch_cost: 2.1740 data_cost: 0.0009 ips: 12.8796 images/s [11/16 13:10:33] ppdet.engine INFO: Epoch: [53] [2820/3251] learning_rate: 0.087880 loss_vfl: 0.812987 loss_bbox: 0.308003 loss_dfl: 0.198014 loss: 1.313658 eta: 3 days, 18:37:01 batch_cost: 2.1297 data_cost: 0.0009 ips: 13.1476 images/s [11/16 13:11:19] ppdet.engine INFO: Epoch: [53] [2840/3251] learning_rate: 0.087861 loss_vfl: 0.804805 loss_bbox: 0.268646 loss_dfl: 0.184593 loss: 1.256457 eta: 3 days, 18:36:18 batch_cost: 2.1816 data_cost: 0.0010 ips: 12.8345 images/s [11/16 13:12:07] ppdet.engine INFO: Epoch: [53] [2860/3251] learning_rate: 0.087842 loss_vfl: 0.805520 loss_bbox: 0.307398 loss_dfl: 0.197683 loss: 1.318142 eta: 3 days, 18:35:35 batch_cost: 2.1841 data_cost: 0.0012 ips: 12.8197 images/s [11/16 13:12:51] ppdet.engine INFO: Epoch: [53] [2880/3251] learning_rate: 0.087822 loss_vfl: 0.818271 loss_bbox: 0.245158 loss_dfl: 0.168468 loss: 1.256072 eta: 3 days, 18:34:49 batch_cost: 2.0421 data_cost: 0.0009 ips: 13.7112 images/s [11/16 13:13:36] ppdet.engine INFO: Epoch: [53] [2900/3251] learning_rate: 0.087803 loss_vfl: 0.795396 loss_bbox: 0.293650 loss_dfl: 0.184741 loss: 1.330433 eta: 3 days, 18:34:05 batch_cost: 2.1814 data_cost: 0.0011 ips: 12.8357 images/s [11/16 13:14:23] ppdet.engine INFO: Epoch: [53] [2920/3251] learning_rate: 0.087784 loss_vfl: 0.814214 loss_bbox: 0.282694 loss_dfl: 0.189504 loss: 1.296173 eta: 3 days, 18:33:21 batch_cost: 2.1168 data_cost: 0.0012 ips: 13.2273 images/s [11/16 13:15:08] ppdet.engine INFO: Epoch: [53] [2940/3251] learning_rate: 0.087765 loss_vfl: 0.788312 loss_bbox: 0.277665 loss_dfl: 0.176965 loss: 1.265308 eta: 3 days, 18:32:37 batch_cost: 2.1197 data_cost: 0.0013 ips: 13.2094 images/s [11/16 13:15:56] ppdet.engine INFO: Epoch: [53] [2960/3251] learning_rate: 0.087746 loss_vfl: 0.783153 loss_bbox: 0.285159 loss_dfl: 0.184892 loss: 1.277089 eta: 3 days, 18:31:55 batch_cost: 2.2780 data_cost: 0.0010 ips: 12.2914 images/s [11/16 13:16:41] ppdet.engine INFO: Epoch: [53] [2980/3251] learning_rate: 0.087727 loss_vfl: 0.804240 loss_bbox: 0.265864 loss_dfl: 0.186287 loss: 1.275672 eta: 3 days, 18:31:11 batch_cost: 2.1291 data_cost: 0.0015 ips: 13.1511 images/s [11/16 13:17:27] ppdet.engine INFO: Epoch: [53] [3000/3251] learning_rate: 0.087707 loss_vfl: 0.786414 loss_bbox: 0.247624 loss_dfl: 0.165533 loss: 1.193089 eta: 3 days, 18:30:27 batch_cost: 2.1551 data_cost: 0.0009 ips: 12.9923 images/s [11/16 13:18:12] ppdet.engine INFO: Epoch: [53] [3020/3251] learning_rate: 0.087688 loss_vfl: 0.827233 loss_bbox: 0.276105 loss_dfl: 0.191829 loss: 1.282155 eta: 3 days, 18:29:43 batch_cost: 2.1706 data_cost: 0.0009 ips: 12.8995 images/s [11/16 13:18:58] ppdet.engine INFO: Epoch: [53] [3040/3251] learning_rate: 0.087669 loss_vfl: 0.800620 loss_bbox: 0.268917 loss_dfl: 0.192743 loss: 1.273161 eta: 3 days, 18:28:59 batch_cost: 2.1428 data_cost: 0.0018 ips: 13.0673 images/s [11/16 13:19:46] ppdet.engine INFO: Epoch: [53] [3060/3251] learning_rate: 0.087650 loss_vfl: 0.803353 loss_bbox: 0.273090 loss_dfl: 0.180115 loss: 1.273087 eta: 3 days, 18:28:16 batch_cost: 2.2235 data_cost: 0.0009 ips: 12.5930 images/s [11/16 13:20:34] ppdet.engine INFO: Epoch: [53] [3080/3251] learning_rate: 0.087631 loss_vfl: 0.830692 loss_bbox: 0.312894 loss_dfl: 0.200838 loss: 1.334193 eta: 3 days, 18:27:35 batch_cost: 2.2964 data_cost: 0.0010 ips: 12.1932 images/s [11/16 13:21:23] ppdet.engine INFO: Epoch: [53] [3100/3251] learning_rate: 0.087611 loss_vfl: 0.803008 loss_bbox: 0.283510 loss_dfl: 0.186914 loss: 1.268609 eta: 3 days, 18:26:54 batch_cost: 2.3248 data_cost: 0.0009 ips: 12.0439 images/s [11/16 13:22:09] ppdet.engine INFO: Epoch: [53] [3120/3251] learning_rate: 0.087592 loss_vfl: 0.786209 loss_bbox: 0.281094 loss_dfl: 0.184364 loss: 1.234023 eta: 3 days, 18:26:09 batch_cost: 2.1021 data_cost: 0.0010 ips: 13.3203 images/s [11/16 13:22:57] ppdet.engine INFO: Epoch: [53] [3140/3251] learning_rate: 0.087573 loss_vfl: 0.817155 loss_bbox: 0.303954 loss_dfl: 0.204691 loss: 1.291759 eta: 3 days, 18:25:26 batch_cost: 2.1776 data_cost: 0.0009 ips: 12.8581 images/s [11/16 13:23:43] ppdet.engine INFO: Epoch: [53] [3160/3251] learning_rate: 0.087554 loss_vfl: 0.796142 loss_bbox: 0.264930 loss_dfl: 0.178968 loss: 1.256115 eta: 3 days, 18:24:43 batch_cost: 2.2191 data_cost: 0.0009 ips: 12.6175 images/s [11/16 13:24:30] ppdet.engine INFO: Epoch: [53] [3180/3251] learning_rate: 0.087535 loss_vfl: 0.796864 loss_bbox: 0.269510 loss_dfl: 0.185760 loss: 1.274335 eta: 3 days, 18:24:01 batch_cost: 2.2336 data_cost: 0.0010 ips: 12.5357 images/s [11/16 13:25:17] ppdet.engine INFO: Epoch: [53] [3200/3251] learning_rate: 0.087516 loss_vfl: 0.812034 loss_bbox: 0.266196 loss_dfl: 0.179594 loss: 1.262099 eta: 3 days, 18:23:17 batch_cost: 2.1859 data_cost: 0.0010 ips: 12.8093 images/s [11/16 13:26:01] ppdet.engine INFO: Epoch: [53] [3220/3251] learning_rate: 0.087496 loss_vfl: 0.816220 loss_bbox: 0.267340 loss_dfl: 0.181734 loss: 1.266362 eta: 3 days, 18:22:33 batch_cost: 2.1207 data_cost: 0.0012 ips: 13.2029 images/s [11/16 13:26:45] ppdet.engine INFO: Epoch: [53] [3240/3251] learning_rate: 0.087477 loss_vfl: 0.802395 loss_bbox: 0.270730 loss_dfl: 0.178191 loss: 1.262822 eta: 3 days, 18:21:48 batch_cost: 2.0775 data_cost: 0.0016 ips: 13.4778 images/s [11/16 13:27:09] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_lcnet_2_5x_640_mainbody [11/16 13:27:09] ppdet.engine INFO: Eval iter: 0 [11/16 13:27:58] ppdet.engine INFO: Eval iter: 100 [11/16 13:28:25] ppdet.engine INFO: Eval iter: 200 [11/16 13:28:52] ppdet.engine INFO: Eval iter: 300 [11/16 13:29:19] ppdet.engine INFO: Eval iter: 400 [11/16 13:29:47] ppdet.engine INFO: Eval iter: 500 [11/16 13:30:14] ppdet.engine INFO: Eval iter: 600 [11/16 13:30:43] ppdet.engine INFO: Eval iter: 700 [11/16 13:31:12] ppdet.engine INFO: Eval iter: 800 [11/16 13:31:39] ppdet.engine INFO: Eval iter: 900 [11/16 13:32:06] ppdet.engine INFO: Eval iter: 1000 [11/16 13:32:33] ppdet.engine INFO: Eval iter: 1100 [11/16 13:33:00] ppdet.engine INFO: Eval iter: 1200 [11/16 13:33:26] ppdet.engine INFO: Eval iter: 1300 [11/16 13:33:52] ppdet.engine INFO: Eval iter: 1400 [11/16 13:34:19] ppdet.engine INFO: Eval iter: 1500 [11/16 13:34:46] ppdet.engine INFO: Eval iter: 1600 [11/16 13:35:13] ppdet.engine INFO: Eval iter: 1700 [11/16 13:35:40] ppdet.engine INFO: Eval iter: 1800 [11/16 13:36:07] ppdet.engine INFO: Eval iter: 1900 [11/16 13:36:34] ppdet.engine INFO: Eval iter: 2000 [11/16 13:37:01] ppdet.engine INFO: Eval iter: 2100 [11/16 13:37:29] ppdet.engine INFO: Eval iter: 2200 [11/16 13:37:57] ppdet.engine INFO: Eval iter: 2300 [11/16 13:38:56] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json. loading annotations into memory... Done (t=1.21s) creating index... index created! [11/16 13:38:57] ppdet.metrics.coco_utils INFO: Start evaluate... Loading and preparing results... DONE (t=17.91s) creating index... index created! Running per image evaluation... Evaluate annotation type *bbox* DONE (t=377.60s). Accumulating evaluation results... DONE (t=28.78s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.402 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.602 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.427 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.217 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.448 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.529 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.082 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.396 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.602 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.359 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 ] = 0.764 [11/16 13:46:05] ppdet.engine INFO: Total sample number: 19074, averge FPS: 28.328372986211576 [11/16 13:46:05] ppdet.engine INFO: Best test bbox ap is 0.415. [11/16 13:46:07] ppdet.engine INFO: Epoch: [54] [ 0/3251] learning_rate: 0.087467 loss_vfl: 0.800917 loss_bbox: 0.262354 loss_dfl: 0.179919 loss: 1.261532 eta: 3 days, 18:21:15 batch_cost: 1.6249 data_cost: 0.0016 ips: 17.2322 images/s [11/16 13:46:52] ppdet.engine INFO: Epoch: [54] [ 20/3251] learning_rate: 0.087448 loss_vfl: 0.808836 loss_bbox: 0.283759 loss_dfl: 0.186205 loss: 1.285794 eta: 3 days, 18:20:30 batch_cost: 2.1241 data_cost: 0.0013 ips: 13.1820 images/s [11/16 13:47:42] ppdet.engine INFO: Epoch: [54] [ 40/3251] learning_rate: 0.087428 loss_vfl: 0.805830 loss_bbox: 0.297921 loss_dfl: 0.194556 loss: 1.305037 eta: 3 days, 18:19:49 batch_cost: 2.2946 data_cost: 0.0009 ips: 12.2025 images/s [11/16 13:48:28] ppdet.engine INFO: Epoch: [54] [ 60/3251] learning_rate: 0.087409 loss_vfl: 0.831285 loss_bbox: 0.265815 loss_dfl: 0.179413 loss: 1.281879 eta: 3 days, 18:19:06 batch_cost: 2.1907 data_cost: 0.0010 ips: 12.7813 images/s [11/16 13:49:14] ppdet.engine INFO: Epoch: [54] [ 80/3251] learning_rate: 0.087390 loss_vfl: 0.807459 loss_bbox: 0.284589 loss_dfl: 0.197427 loss: 1.282739 eta: 3 days, 18:18:22 batch_cost: 2.1829 data_cost: 0.0009 ips: 12.8268 images/s [11/16 13:50:00] ppdet.engine INFO: Epoch: [54] [ 100/3251] learning_rate: 0.087371 loss_vfl: 0.805340 loss_bbox: 0.293213 loss_dfl: 0.195244 loss: 1.260289 eta: 3 days, 18:17:39 batch_cost: 2.1894 data_cost: 0.0010 ips: 12.7889 images/s [11/16 13:50:45] ppdet.engine INFO: Epoch: [54] [ 120/3251] learning_rate: 0.087352 loss_vfl: 0.791324 loss_bbox: 0.263092 loss_dfl: 0.173261 loss: 1.242596 eta: 3 days, 18:16:54 batch_cost: 2.0779 data_cost: 0.0012 ips: 13.4750 images/s [11/16 13:51:31] ppdet.engine INFO: Epoch: [54] [ 140/3251] learning_rate: 0.087332 loss_vfl: 0.765653 loss_bbox: 0.316947 loss_dfl: 0.201805 loss: 1.306243 eta: 3 days, 18:16:11 batch_cost: 2.1929 data_cost: 0.0009 ips: 12.7686 images/s [11/16 13:52:17] ppdet.engine INFO: Epoch: [54] [ 160/3251] learning_rate: 0.087313 loss_vfl: 0.782090 loss_bbox: 0.281293 loss_dfl: 0.178994 loss: 1.260837 eta: 3 days, 18:15:26 batch_cost: 2.1221 data_cost: 0.0010 ips: 13.1947 images/s [11/16 13:53:05] ppdet.engine INFO: Epoch: [54] [ 180/3251] learning_rate: 0.087294 loss_vfl: 0.807588 loss_bbox: 0.270702 loss_dfl: 0.172781 loss: 1.271752 eta: 3 days, 18:14:45 batch_cost: 2.2857 data_cost: 0.0010 ips: 12.2499 images/s [11/16 13:53:53] ppdet.engine INFO: Epoch: [54] [ 200/3251] learning_rate: 0.087275 loss_vfl: 0.803245 loss_bbox: 0.288349 loss_dfl: 0.187334 loss: 1.282192 eta: 3 days, 18:14:03 batch_cost: 2.2866 data_cost: 0.0011 ips: 12.2450 images/s [11/16 13:54:39] ppdet.engine INFO: Epoch: [54] [ 220/3251] learning_rate: 0.087256 loss_vfl: 0.805372 loss_bbox: 0.268544 loss_dfl: 0.178799 loss: 1.260092 eta: 3 days, 18:13:19 batch_cost: 2.1442 data_cost: 0.0012 ips: 13.0587 images/s [11/16 13:55:22] ppdet.engine INFO: Epoch: [54] [ 240/3251] learning_rate: 0.087237 loss_vfl: 0.788647 loss_bbox: 0.270804 loss_dfl: 0.179061 loss: 1.221336 eta: 3 days, 18:12:34 batch_cost: 2.0783 data_cost: 0.0009 ips: 13.4726 images/s [11/16 13:56:11] ppdet.engine INFO: Epoch: [54] [ 260/3251] learning_rate: 0.087217 loss_vfl: 0.824889 loss_bbox: 0.247103 loss_dfl: 0.167503 loss: 1.270794 eta: 3 days, 18:11:52 batch_cost: 2.2585 data_cost: 0.0010 ips: 12.3974 images/s [11/16 13:57:00] ppdet.engine INFO: Epoch: [54] [ 280/3251] learning_rate: 0.087198 loss_vfl: 0.801279 loss_bbox: 0.295752 loss_dfl: 0.195907 loss: 1.272412 eta: 3 days, 18:11:12 batch_cost: 2.3840 data_cost: 0.0010 ips: 11.7448 images/s [11/16 13:57:46] ppdet.engine INFO: Epoch: [54] [ 300/3251] learning_rate: 0.087179 loss_vfl: 0.805971 loss_bbox: 0.255653 loss_dfl: 0.178770 loss: 1.239600 eta: 3 days, 18:10:27 batch_cost: 2.0890 data_cost: 0.0014 ips: 13.4035 images/s [11/16 13:58:32] ppdet.engine INFO: Epoch: [54] [ 320/3251] learning_rate: 0.087160 loss_vfl: 0.798450 loss_bbox: 0.275203 loss_dfl: 0.183732 loss: 1.297950 eta: 3 days, 18:09:42 batch_cost: 2.1204 data_cost: 0.0010 ips: 13.2050 images/s [11/16 13:59:19] ppdet.engine INFO: Epoch: [54] [ 340/3251] learning_rate: 0.087141 loss_vfl: 0.797462 loss_bbox: 0.269956 loss_dfl: 0.185213 loss: 1.257658 eta: 3 days, 18:08:59 batch_cost: 2.1774 data_cost: 0.0014 ips: 12.8592 images/s [11/16 14:00:05] ppdet.engine INFO: Epoch: [54] [ 360/3251] learning_rate: 0.087122 loss_vfl: 0.784204 loss_bbox: 0.254192 loss_dfl: 0.168519 loss: 1.245282 eta: 3 days, 18:08:15 batch_cost: 2.1545 data_cost: 0.0009 ips: 12.9961 images/s [11/16 14:00:51] ppdet.engine INFO: Epoch: [54] [ 380/3251] learning_rate: 0.087102 loss_vfl: 0.823672 loss_bbox: 0.274503 loss_dfl: 0.186087 loss: 1.289559 eta: 3 days, 18:07:31 batch_cost: 2.1680 data_cost: 0.0015 ips: 12.9150 images/s [11/16 14:01:37] ppdet.engine INFO: Epoch: [54] [ 400/3251] learning_rate: 0.087083 loss_vfl: 0.812735 loss_bbox: 0.262751 loss_dfl: 0.174108 loss: 1.257081 eta: 3 days, 18:06:47 batch_cost: 2.1464 data_cost: 0.0011 ips: 13.0450 images/s [11/16 14:02:24] ppdet.engine INFO: Epoch: [54] [ 420/3251] learning_rate: 0.087064 loss_vfl: 0.829329 loss_bbox: 0.260988 loss_dfl: 0.172799 loss: 1.257751 eta: 3 days, 18:06:04 batch_cost: 2.1622 data_cost: 0.0013 ips: 12.9498 images/s [11/16 14:03:10] ppdet.engine INFO: Epoch: [54] [ 440/3251] learning_rate: 0.087045 loss_vfl: 0.782859 loss_bbox: 0.278290 loss_dfl: 0.187727 loss: 1.290238 eta: 3 days, 18:05:20 batch_cost: 2.1405 data_cost: 0.0010 ips: 13.0812 images/s [11/16 14:03:55] ppdet.engine INFO: Epoch: [54] [ 460/3251] learning_rate: 0.087026 loss_vfl: 0.790422 loss_bbox: 0.297048 loss_dfl: 0.189712 loss: 1.295329 eta: 3 days, 18:04:35 batch_cost: 2.1246 data_cost: 0.0012 ips: 13.1787 images/s [11/16 14:04:41] ppdet.engine INFO: Epoch: [54] [ 480/3251] learning_rate: 0.087007 loss_vfl: 0.805952 loss_bbox: 0.262587 loss_dfl: 0.180483 loss: 1.243439 eta: 3 days, 18:03:51 batch_cost: 2.1520 data_cost: 0.0009 ips: 13.0114 images/s [11/16 14:05:27] ppdet.engine INFO: Epoch: [54] [ 500/3251] learning_rate: 0.086987 loss_vfl: 0.796244 loss_bbox: 0.264744 loss_dfl: 0.175739 loss: 1.232123 eta: 3 days, 18:03:07 batch_cost: 2.1172 data_cost: 0.0009 ips: 13.2252 images/s [11/16 14:06:12] ppdet.engine INFO: Epoch: [54] [ 520/3251] learning_rate: 0.086968 loss_vfl: 0.810596 loss_bbox: 0.260574 loss_dfl: 0.178645 loss: 1.261765 eta: 3 days, 18:02:23 batch_cost: 2.1559 data_cost: 0.0009 ips: 12.9878 images/s [11/16 14:07:00] ppdet.engine INFO: Epoch: [54] [ 540/3251] learning_rate: 0.086949 loss_vfl: 0.785006 loss_bbox: 0.248534 loss_dfl: 0.166125 loss: 1.212086 eta: 3 days, 18:01:41 batch_cost: 2.2783 data_cost: 0.0011 ips: 12.2899 images/s [11/16 14:07:49] ppdet.engine INFO: Epoch: [54] [ 560/3251] learning_rate: 0.086930 loss_vfl: 0.780543 loss_bbox: 0.270985 loss_dfl: 0.183601 loss: 1.284624 eta: 3 days, 18:01:00 batch_cost: 2.3079 data_cost: 0.0010 ips: 12.1324 images/s [11/16 14:08:34] ppdet.engine INFO: Epoch: [54] [ 580/3251] learning_rate: 0.086911 loss_vfl: 0.773038 loss_bbox: 0.264846 loss_dfl: 0.193546 loss: 1.236153 eta: 3 days, 18:00:16 batch_cost: 2.1240 data_cost: 0.0020 ips: 13.1828 images/s [11/16 14:09:21] ppdet.engine INFO: Epoch: [54] [ 600/3251] learning_rate: 0.086892 loss_vfl: 0.800108 loss_bbox: 0.276542 loss_dfl: 0.182440 loss: 1.256444 eta: 3 days, 17:59:33 batch_cost: 2.2355 data_cost: 0.0010 ips: 12.5254 images/s [11/16 14:10:08] ppdet.engine INFO: Epoch: [54] [ 620/3251] learning_rate: 0.086872 loss_vfl: 0.791901 loss_bbox: 0.279562 loss_dfl: 0.194554 loss: 1.277142 eta: 3 days, 17:58:51 batch_cost: 2.2482 data_cost: 0.0011 ips: 12.4544 images/s [11/16 14:10:51] ppdet.engine INFO: Epoch: [54] [ 640/3251] learning_rate: 0.086853 loss_vfl: 0.800747 loss_bbox: 0.269668 loss_dfl: 0.179572 loss: 1.237973 eta: 3 days, 17:58:06 batch_cost: 2.0792 data_cost: 0.0014 ips: 13.4669 images/s [11/16 14:11:38] ppdet.engine INFO: Epoch: [54] [ 660/3251] learning_rate: 0.086834 loss_vfl: 0.805280 loss_bbox: 0.294116 loss_dfl: 0.196330 loss: 1.317766 eta: 3 days, 17:57:23 batch_cost: 2.2194 data_cost: 0.0010 ips: 12.6160 images/s [11/16 14:12:25] ppdet.engine INFO: Epoch: [54] [ 680/3251] learning_rate: 0.086815 loss_vfl: 0.830549 loss_bbox: 0.265192 loss_dfl: 0.178335 loss: 1.269224 eta: 3 days, 17:56:41 batch_cost: 2.2330 data_cost: 0.0011 ips: 12.5393 images/s [11/16 14:13:12] ppdet.engine INFO: Epoch: [54] [ 700/3251] learning_rate: 0.086796 loss_vfl: 0.794446 loss_bbox: 0.302875 loss_dfl: 0.194402 loss: 1.291286 eta: 3 days, 17:55:58 batch_cost: 2.2467 data_cost: 0.0010 ips: 12.4626 images/s [11/16 14:13:58] ppdet.engine INFO: Epoch: [54] [ 720/3251] learning_rate: 0.086777 loss_vfl: 0.807905 loss_bbox: 0.291868 loss_dfl: 0.186886 loss: 1.293145 eta: 3 days, 17:55:15 batch_cost: 2.1839 data_cost: 0.0009 ips: 12.8213 images/s [11/16 14:14:45] ppdet.engine INFO: Epoch: [54] [ 740/3251] learning_rate: 0.086758 loss_vfl: 0.793898 loss_bbox: 0.324810 loss_dfl: 0.204835 loss: 1.305574 eta: 3 days, 17:54:33 batch_cost: 2.2455 data_cost: 0.0016 ips: 12.4692 images/s [11/16 14:15:32] ppdet.engine INFO: Epoch: [54] [ 760/3251] learning_rate: 0.086738 loss_vfl: 0.827392 loss_bbox: 0.275966 loss_dfl: 0.178167 loss: 1.275293 eta: 3 days, 17:53:49 batch_cost: 2.1724 data_cost: 0.0010 ips: 12.8890 images/s [11/16 14:16:21] ppdet.engine INFO: Epoch: [54] [ 780/3251] learning_rate: 0.086719 loss_vfl: 0.793880 loss_bbox: 0.307590 loss_dfl: 0.191899 loss: 1.274045 eta: 3 days, 17:53:08 batch_cost: 2.2936 data_cost: 0.0010 ips: 12.2077 images/s [11/16 14:17:06] ppdet.engine INFO: Epoch: [54] [ 800/3251] learning_rate: 0.086700 loss_vfl: 0.790153 loss_bbox: 0.250121 loss_dfl: 0.189371 loss: 1.266034 eta: 3 days, 17:52:24 batch_cost: 2.1536 data_cost: 0.0010 ips: 13.0015 images/s [11/16 14:17:52] ppdet.engine INFO: Epoch: [54] [ 820/3251] learning_rate: 0.086681 loss_vfl: 0.817138 loss_bbox: 0.276591 loss_dfl: 0.184755 loss: 1.280275 eta: 3 days, 17:51:40 batch_cost: 2.1689 data_cost: 0.0009 ips: 12.9099 images/s [11/16 14:18:41] ppdet.engine INFO: Epoch: [54] [ 840/3251] learning_rate: 0.086662 loss_vfl: 0.815360 loss_bbox: 0.314624 loss_dfl: 0.193798 loss: 1.293271 eta: 3 days, 17:51:00 batch_cost: 2.3668 data_cost: 0.0009 ips: 11.8303 images/s [11/16 14:19:29] ppdet.engine INFO: Epoch: [54] [ 860/3251] learning_rate: 0.086643 loss_vfl: 0.791859 loss_bbox: 0.271252 loss_dfl: 0.178721 loss: 1.250772 eta: 3 days, 17:50:18 batch_cost: 2.2669 data_cost: 0.0010 ips: 12.3519 images/s [11/16 14:20:15] ppdet.engine INFO: Epoch: [54] [ 880/3251] learning_rate: 0.086623 loss_vfl: 0.828583 loss_bbox: 0.264849 loss_dfl: 0.181392 loss: 1.249243 eta: 3 days, 17:49:34 batch_cost: 2.1722 data_cost: 0.0011 ips: 12.8903 images/s [11/16 14:21:02] ppdet.engine INFO: Epoch: [54] [ 900/3251] learning_rate: 0.086604 loss_vfl: 0.801863 loss_bbox: 0.299627 loss_dfl: 0.189949 loss: 1.305525 eta: 3 days, 17:48:51 batch_cost: 2.1881 data_cost: 0.0013 ips: 12.7966 images/s [11/16 14:21:48] ppdet.engine INFO: Epoch: [54] [ 920/3251] learning_rate: 0.086585 loss_vfl: 0.785248 loss_bbox: 0.269580 loss_dfl: 0.178876 loss: 1.224762 eta: 3 days, 17:48:07 batch_cost: 2.1638 data_cost: 0.0011 ips: 12.9404 images/s [11/16 14:22:34] ppdet.engine INFO: Epoch: [54] [ 940/3251] learning_rate: 0.086566 loss_vfl: 0.818886 loss_bbox: 0.258984 loss_dfl: 0.165536 loss: 1.260573 eta: 3 days, 17:47:24 batch_cost: 2.1639 data_cost: 0.0011 ips: 12.9397 images/s [11/16 14:23:19] ppdet.engine INFO: Epoch: [54] [ 960/3251] learning_rate: 0.086547 loss_vfl: 0.802239 loss_bbox: 0.284862 loss_dfl: 0.196220 loss: 1.290782 eta: 3 days, 17:46:40 batch_cost: 2.1605 data_cost: 0.0010 ips: 12.9598 images/s [11/16 14:24:05] ppdet.engine INFO: Epoch: [54] [ 980/3251] learning_rate: 0.086528 loss_vfl: 0.807983 loss_bbox: 0.239598 loss_dfl: 0.171466 loss: 1.222753 eta: 3 days, 17:45:54 batch_cost: 2.0636 data_cost: 0.0009 ips: 13.5682 images/s [11/16 14:24:51] ppdet.engine INFO: Epoch: [54] [1000/3251] learning_rate: 0.086509 loss_vfl: 0.807804 loss_bbox: 0.255555 loss_dfl: 0.173949 loss: 1.267322 eta: 3 days, 17:45:11 batch_cost: 2.1601 data_cost: 0.0009 ips: 12.9626 images/s [11/16 14:25:38] ppdet.engine INFO: Epoch: [54] [1020/3251] learning_rate: 0.086489 loss_vfl: 0.802645 loss_bbox: 0.283313 loss_dfl: 0.199208 loss: 1.311296 eta: 3 days, 17:44:28 batch_cost: 2.2099 data_cost: 0.0015 ips: 12.6702 images/s [11/16 14:26:25] ppdet.engine INFO: Epoch: [54] [1040/3251] learning_rate: 0.086470 loss_vfl: 0.811901 loss_bbox: 0.272465 loss_dfl: 0.182019 loss: 1.272492 eta: 3 days, 17:43:45 batch_cost: 2.2347 data_cost: 0.0009 ips: 12.5298 images/s [11/16 14:27:11] ppdet.engine INFO: Epoch: [54] [1060/3251] learning_rate: 0.086451 loss_vfl: 0.784176 loss_bbox: 0.238519 loss_dfl: 0.163249 loss: 1.212641 eta: 3 days, 17:43:00 batch_cost: 2.0724 data_cost: 0.0010 ips: 13.5109 images/s [11/16 14:27:58] ppdet.engine INFO: Epoch: [54] [1080/3251] learning_rate: 0.086432 loss_vfl: 0.791132 loss_bbox: 0.265303 loss_dfl: 0.181208 loss: 1.240709 eta: 3 days, 17:42:17 batch_cost: 2.2160 data_cost: 0.0010 ips: 12.6353 images/s [11/16 14:28:43] ppdet.engine INFO: Epoch: [54] [1100/3251] learning_rate: 0.086413 loss_vfl: 0.806686 loss_bbox: 0.303920 loss_dfl: 0.198387 loss: 1.308264 eta: 3 days, 17:41:33 batch_cost: 2.1271 data_cost: 0.0010 ips: 13.1637 images/s [11/16 14:29:31] ppdet.engine INFO: Epoch: [54] [1120/3251] learning_rate: 0.086394 loss_vfl: 0.819927 loss_bbox: 0.292205 loss_dfl: 0.200142 loss: 1.282162 eta: 3 days, 17:40:50 batch_cost: 2.2371 data_cost: 0.0010 ips: 12.5164 images/s [11/16 14:30:17] ppdet.engine INFO: Epoch: [54] [1140/3251] learning_rate: 0.086375 loss_vfl: 0.811465 loss_bbox: 0.306620 loss_dfl: 0.197681 loss: 1.309419 eta: 3 days, 17:40:07 batch_cost: 2.1825 data_cost: 0.0010 ips: 12.8292 images/s [11/16 14:31:03] ppdet.engine INFO: Epoch: [54] [1160/3251] learning_rate: 0.086355 loss_vfl: 0.817688 loss_bbox: 0.255796 loss_dfl: 0.165554 loss: 1.252969 eta: 3 days, 17:39:24 batch_cost: 2.2064 data_cost: 0.0010 ips: 12.6902 images/s [11/16 14:31:50] ppdet.engine INFO: Epoch: [54] [1180/3251] learning_rate: 0.086336 loss_vfl: 0.799987 loss_bbox: 0.262169 loss_dfl: 0.176400 loss: 1.241530 eta: 3 days, 17:38:41 batch_cost: 2.2061 data_cost: 0.0009 ips: 12.6918 images/s [11/16 14:32:35] ppdet.engine INFO: Epoch: [54] [1200/3251] learning_rate: 0.086317 loss_vfl: 0.813035 loss_bbox: 0.257791 loss_dfl: 0.176553 loss: 1.233292 eta: 3 days, 17:37:57 batch_cost: 2.1205 data_cost: 0.0011 ips: 13.2044 images/s [11/16 14:33:21] ppdet.engine INFO: Epoch: [54] [1220/3251] learning_rate: 0.086298 loss_vfl: 0.818225 loss_bbox: 0.284784 loss_dfl: 0.188150 loss: 1.308309 eta: 3 days, 17:37:12 batch_cost: 2.1177 data_cost: 0.0010 ips: 13.2219 images/s [11/16 14:34:07] ppdet.engine INFO: Epoch: [54] [1240/3251] learning_rate: 0.086279 loss_vfl: 0.791276 loss_bbox: 0.294032 loss_dfl: 0.187047 loss: 1.321563 eta: 3 days, 17:36:29 batch_cost: 2.2016 data_cost: 0.0010 ips: 12.7178 images/s [11/16 14:34:54] ppdet.engine INFO: Epoch: [54] [1260/3251] learning_rate: 0.086260 loss_vfl: 0.801084 loss_bbox: 0.294847 loss_dfl: 0.190286 loss: 1.290926 eta: 3 days, 17:35:46 batch_cost: 2.1902 data_cost: 0.0010 ips: 12.7844 images/s [11/16 14:35:43] ppdet.engine INFO: Epoch: [54] [1280/3251] learning_rate: 0.086240 loss_vfl: 0.814455 loss_bbox: 0.238337 loss_dfl: 0.175249 loss: 1.227159 eta: 3 days, 17:35:04 batch_cost: 2.2894 data_cost: 0.0010 ips: 12.2303 images/s [11/16 14:36:29] ppdet.engine INFO: Epoch: [54] [1300/3251] learning_rate: 0.086221 loss_vfl: 0.804075 loss_bbox: 0.291923 loss_dfl: 0.186379 loss: 1.313515 eta: 3 days, 17:34:20 batch_cost: 2.1228 data_cost: 0.0010 ips: 13.1902 images/s [11/16 14:37:16] ppdet.engine INFO: Epoch: [54] [1320/3251] learning_rate: 0.086202 loss_vfl: 0.815138 loss_bbox: 0.276606 loss_dfl: 0.186671 loss: 1.307633 eta: 3 days, 17:33:37 batch_cost: 2.2047 data_cost: 0.0009 ips: 12.7001 images/s [11/16 14:38:03] ppdet.engine INFO: Epoch: [54] [1340/3251] learning_rate: 0.086183 loss_vfl: 0.821576 loss_bbox: 0.293557 loss_dfl: 0.191364 loss: 1.302718 eta: 3 days, 17:32:54 batch_cost: 2.2287 data_cost: 0.0009 ips: 12.5636 images/s [11/16 14:38:49] ppdet.engine INFO: Epoch: [54] [1360/3251] learning_rate: 0.086164 loss_vfl: 0.816612 loss_bbox: 0.246617 loss_dfl: 0.179129 loss: 1.272451 eta: 3 days, 17:32:11 batch_cost: 2.1593 data_cost: 0.0013 ips: 12.9669 images/s [11/16 14:39:35] ppdet.engine INFO: Epoch: [54] [1380/3251] learning_rate: 0.086145 loss_vfl: 0.794508 loss_bbox: 0.282748 loss_dfl: 0.185998 loss: 1.274657 eta: 3 days, 17:31:27 batch_cost: 2.1622 data_cost: 0.0012 ips: 12.9495 images/s [11/16 14:40:23] ppdet.engine INFO: Epoch: [54] [1400/3251] learning_rate: 0.086126 loss_vfl: 0.797974 loss_bbox: 0.279297 loss_dfl: 0.193032 loss: 1.255542 eta: 3 days, 17:30:44 batch_cost: 2.2305 data_cost: 0.0009 ips: 12.5533 images/s [11/16 14:41:08] ppdet.engine INFO: Epoch: [54] [1420/3251] learning_rate: 0.086107 loss_vfl: 0.798143 loss_bbox: 0.249273 loss_dfl: 0.180222 loss: 1.227243 eta: 3 days, 17:30:00 batch_cost: 2.1448 data_cost: 0.0010 ips: 13.0550 images/s [11/16 14:41:56] ppdet.engine INFO: Epoch: [54] [1440/3251] learning_rate: 0.086087 loss_vfl: 0.790230 loss_bbox: 0.299976 loss_dfl: 0.207559 loss: 1.297819 eta: 3 days, 17:29:19 batch_cost: 2.3141 data_cost: 0.0009 ips: 12.0997 images/s [11/16 14:42:43] ppdet.engine INFO: Epoch: [54] [1460/3251] learning_rate: 0.086068 loss_vfl: 0.817213 loss_bbox: 0.247117 loss_dfl: 0.169976 loss: 1.256062 eta: 3 days, 17:28:36 batch_cost: 2.2227 data_cost: 0.0010 ips: 12.5974 images/s [11/16 14:43:29] ppdet.engine INFO: Epoch: [54] [1480/3251] learning_rate: 0.086049 loss_vfl: 0.794759 loss_bbox: 0.268895 loss_dfl: 0.183861 loss: 1.283432 eta: 3 days, 17:27:53 batch_cost: 2.2011 data_cost: 0.0010 ips: 12.7212 images/s [11/16 14:44:13] ppdet.engine INFO: Epoch: [54] [1500/3251] learning_rate: 0.086030 loss_vfl: 0.805048 loss_bbox: 0.261846 loss_dfl: 0.179320 loss: 1.251954 eta: 3 days, 17:27:08 batch_cost: 2.0680 data_cost: 0.0010 ips: 13.5396 images/s [11/16 14:45:00] ppdet.engine INFO: Epoch: [54] [1520/3251] learning_rate: 0.086011 loss_vfl: 0.796857 loss_bbox: 0.247945 loss_dfl: 0.176175 loss: 1.194259 eta: 3 days, 17:26:23 batch_cost: 2.0812 data_cost: 0.0011 ips: 13.4536 images/s [11/16 14:45:44] ppdet.engine INFO: Epoch: [54] [1540/3251] learning_rate: 0.085992 loss_vfl: 0.801270 loss_bbox: 0.288184 loss_dfl: 0.193668 loss: 1.284323 eta: 3 days, 17:25:37 batch_cost: 2.0400 data_cost: 0.0011 ips: 13.7255 images/s [11/16 14:46:30] ppdet.engine INFO: Epoch: [54] [1560/3251] learning_rate: 0.085973 loss_vfl: 0.802372 loss_bbox: 0.266571 loss_dfl: 0.181361 loss: 1.260647 eta: 3 days, 17:24:53 batch_cost: 2.1447 data_cost: 0.0009 ips: 13.0553 images/s [11/16 14:47:17] ppdet.engine INFO: Epoch: [54] [1580/3251] learning_rate: 0.085953 loss_vfl: 0.810477 loss_bbox: 0.275282 loss_dfl: 0.178065 loss: 1.251138 eta: 3 days, 17:24:11 batch_cost: 2.2411 data_cost: 0.0011 ips: 12.4939 images/s [11/16 14:48:03] ppdet.engine INFO: Epoch: [54] [1600/3251] learning_rate: 0.085934 loss_vfl: 0.801194 loss_bbox: 0.240875 loss_dfl: 0.160808 loss: 1.222047 eta: 3 days, 17:23:27 batch_cost: 2.1325 data_cost: 0.0009 ips: 13.1299 images/s [11/16 14:48:49] ppdet.engine INFO: Epoch: [54] [1620/3251] learning_rate: 0.085915 loss_vfl: 0.772365 loss_bbox: 0.281858 loss_dfl: 0.182148 loss: 1.241789 eta: 3 days, 17:22:43 batch_cost: 2.1643 data_cost: 0.0011 ips: 12.9371 images/s [11/16 14:49:34] ppdet.engine INFO: Epoch: [54] [1640/3251] learning_rate: 0.085896 loss_vfl: 0.806138 loss_bbox: 0.258911 loss_dfl: 0.178416 loss: 1.235964 eta: 3 days, 17:21:59 batch_cost: 2.1367 data_cost: 0.0017 ips: 13.1046 images/s [11/16 14:50:19] ppdet.engine INFO: Epoch: [54] [1660/3251] learning_rate: 0.085877 loss_vfl: 0.820148 loss_bbox: 0.281909 loss_dfl: 0.185806 loss: 1.266062 eta: 3 days, 17:21:15 batch_cost: 2.1469 data_cost: 0.0010 ips: 13.0421 images/s [11/16 14:51:05] ppdet.engine INFO: Epoch: [54] [1680/3251] learning_rate: 0.085858 loss_vfl: 0.815514 loss_bbox: 0.285496 loss_dfl: 0.190033 loss: 1.292735 eta: 3 days, 17:20:32 batch_cost: 2.1994 data_cost: 0.0010 ips: 12.7307 images/s [11/16 14:51:52] ppdet.engine INFO: Epoch: [54] [1700/3251] learning_rate: 0.085839 loss_vfl: 0.813781 loss_bbox: 0.235594 loss_dfl: 0.168549 loss: 1.208099 eta: 3 days, 17:19:48 batch_cost: 2.1937 data_cost: 0.0011 ips: 12.7637 images/s [11/16 14:52:39] ppdet.engine INFO: Epoch: [54] [1720/3251] learning_rate: 0.085819 loss_vfl: 0.789574 loss_bbox: 0.290771 loss_dfl: 0.199698 loss: 1.293797 eta: 3 days, 17:19:05 batch_cost: 2.2074 data_cost: 0.0010 ips: 12.6848 images/s [11/16 14:53:25] ppdet.engine INFO: Epoch: [54] [1740/3251] learning_rate: 0.085800 loss_vfl: 0.818089 loss_bbox: 0.290371 loss_dfl: 0.183186 loss: 1.268751 eta: 3 days, 17:18:22 batch_cost: 2.1731 data_cost: 0.0010 ips: 12.8848 images/s [11/16 14:54:11] ppdet.engine INFO: Epoch: [54] [1760/3251] learning_rate: 0.085781 loss_vfl: 0.791814 loss_bbox: 0.266183 loss_dfl: 0.185683 loss: 1.259076 eta: 3 days, 17:17:37 batch_cost: 2.0924 data_cost: 0.0009 ips: 13.3820 images/s [11/16 14:55:00] ppdet.engine INFO: Epoch: [54] [1780/3251] learning_rate: 0.085762 loss_vfl: 0.795131 loss_bbox: 0.229388 loss_dfl: 0.157846 loss: 1.215226 eta: 3 days, 17:16:56 batch_cost: 2.3005 data_cost: 0.0011 ips: 12.1713 images/s [11/16 14:55:45] ppdet.engine INFO: Epoch: [54] [1800/3251] learning_rate: 0.085743 loss_vfl: 0.815571 loss_bbox: 0.263676 loss_dfl: 0.172182 loss: 1.266543 eta: 3 days, 17:16:11 batch_cost: 2.1279 data_cost: 0.0009 ips: 13.1585 images/s [11/16 14:56:33] ppdet.engine INFO: Epoch: [54] [1820/3251] learning_rate: 0.085724 loss_vfl: 0.772246 loss_bbox: 0.283848 loss_dfl: 0.194947 loss: 1.283708 eta: 3 days, 17:15:30 batch_cost: 2.2872 data_cost: 0.0010 ips: 12.2420 images/s [11/16 14:57:18] ppdet.engine INFO: Epoch: [54] [1840/3251] learning_rate: 0.085705 loss_vfl: 0.782954 loss_bbox: 0.254667 loss_dfl: 0.178322 loss: 1.225144 eta: 3 days, 17:14:46 batch_cost: 2.1674 data_cost: 0.0009 ips: 12.9189 images/s [11/16 14:58:04] ppdet.engine INFO: Epoch: [54] [1860/3251] learning_rate: 0.085686 loss_vfl: 0.799950 loss_bbox: 0.297752 loss_dfl: 0.193547 loss: 1.307458 eta: 3 days, 17:14:02 batch_cost: 2.1223 data_cost: 0.0029 ips: 13.1930 images/s [11/16 14:58:53] ppdet.engine INFO: Epoch: [54] [1880/3251] learning_rate: 0.085666 loss_vfl: 0.809044 loss_bbox: 0.330285 loss_dfl: 0.207868 loss: 1.318030 eta: 3 days, 17:13:20 batch_cost: 2.2653 data_cost: 0.0022 ips: 12.3605 images/s [11/16 14:59:41] ppdet.engine INFO: Epoch: [54] [1900/3251] learning_rate: 0.085647 loss_vfl: 0.806749 loss_bbox: 0.280819 loss_dfl: 0.186106 loss: 1.300480 eta: 3 days, 17:12:38 batch_cost: 2.2957 data_cost: 0.0012 ips: 12.1969 images/s [11/16 15:00:26] ppdet.engine INFO: Epoch: [54] [1920/3251] learning_rate: 0.085628 loss_vfl: 0.777897 loss_bbox: 0.278236 loss_dfl: 0.180930 loss: 1.244823 eta: 3 days, 17:11:55 batch_cost: 2.1967 data_cost: 0.0009 ips: 12.7464 images/s [11/16 15:01:14] ppdet.engine INFO: Epoch: [54] [1940/3251] learning_rate: 0.085609 loss_vfl: 0.814153 loss_bbox: 0.282149 loss_dfl: 0.188653 loss: 1.301553 eta: 3 days, 17:11:13 batch_cost: 2.2667 data_cost: 0.0010 ips: 12.3527 images/s [11/16 15:02:00] ppdet.engine INFO: Epoch: [54] [1960/3251] learning_rate: 0.085590 loss_vfl: 0.819102 loss_bbox: 0.288298 loss_dfl: 0.187973 loss: 1.298967 eta: 3 days, 17:10:30 batch_cost: 2.1852 data_cost: 0.0012 ips: 12.8136 images/s [11/16 15:02:45] ppdet.engine INFO: Epoch: [54] [1980/3251] learning_rate: 0.085571 loss_vfl: 0.811029 loss_bbox: 0.268696 loss_dfl: 0.182405 loss: 1.261294 eta: 3 days, 17:09:45 batch_cost: 2.1126 data_cost: 0.0010 ips: 13.2541 images/s [11/16 15:03:32] ppdet.engine INFO: Epoch: [54] [2000/3251] learning_rate: 0.085552 loss_vfl: 0.789919 loss_bbox: 0.278892 loss_dfl: 0.195206 loss: 1.283131 eta: 3 days, 17:09:02 batch_cost: 2.2039 data_cost: 0.0012 ips: 12.7046 images/s [11/16 15:04:18] ppdet.engine INFO: Epoch: [54] [2020/3251] learning_rate: 0.085533 loss_vfl: 0.795762 loss_bbox: 0.246076 loss_dfl: 0.169350 loss: 1.212064 eta: 3 days, 17:08:17 batch_cost: 2.0803 data_cost: 0.0009 ips: 13.4596 images/s [11/16 15:05:02] ppdet.engine INFO: Epoch: [54] [2040/3251] learning_rate: 0.085513 loss_vfl: 0.776051 loss_bbox: 0.251323 loss_dfl: 0.176622 loss: 1.188644 eta: 3 days, 17:07:33 batch_cost: 2.1189 data_cost: 0.0010 ips: 13.2144 images/s [11/16 15:05:50] ppdet.engine INFO: Epoch: [54] [2060/3251] learning_rate: 0.085494 loss_vfl: 0.812907 loss_bbox: 0.271794 loss_dfl: 0.176232 loss: 1.270941 eta: 3 days, 17:06:48 batch_cost: 2.1305 data_cost: 0.0012 ips: 13.1425 images/s [11/16 15:06:37] ppdet.engine INFO: Epoch: [54] [2080/3251] learning_rate: 0.085475 loss_vfl: 0.810796 loss_bbox: 0.259385 loss_dfl: 0.173779 loss: 1.249893 eta: 3 days, 17:06:06 batch_cost: 2.2237 data_cost: 0.0011 ips: 12.5918 images/s [11/16 15:07:24] ppdet.engine INFO: Epoch: [54] [2100/3251] learning_rate: 0.085456 loss_vfl: 0.825063 loss_bbox: 0.273360 loss_dfl: 0.170682 loss: 1.271053 eta: 3 days, 17:05:22 batch_cost: 2.1863 data_cost: 0.0009 ips: 12.8072 images/s [11/16 15:08:12] ppdet.engine INFO: Epoch: [54] [2120/3251] learning_rate: 0.085437 loss_vfl: 0.796403 loss_bbox: 0.260958 loss_dfl: 0.181800 loss: 1.265078 eta: 3 days, 17:04:40 batch_cost: 2.2284 data_cost: 0.0010 ips: 12.5649 images/s [11/16 15:08:59] ppdet.engine INFO: Epoch: [54] [2140/3251] learning_rate: 0.085418 loss_vfl: 0.799089 loss_bbox: 0.274681 loss_dfl: 0.195071 loss: 1.271548 eta: 3 days, 17:03:57 batch_cost: 2.2283 data_cost: 0.0010 ips: 12.5657 images/s [11/16 15:09:42] ppdet.engine INFO: Epoch: [54] [2160/3251] learning_rate: 0.085399 loss_vfl: 0.809935 loss_bbox: 0.271411 loss_dfl: 0.177746 loss: 1.274638 eta: 3 days, 17:03:12 batch_cost: 2.0791 data_cost: 0.0009 ips: 13.4673 images/s [11/16 15:10:31] ppdet.engine INFO: Epoch: [54] [2180/3251] learning_rate: 0.085380 loss_vfl: 0.782169 loss_bbox: 0.319076 loss_dfl: 0.201732 loss: 1.306170 eta: 3 days, 17:02:30 batch_cost: 2.2731 data_cost: 0.0009 ips: 12.3180 images/s [11/16 15:11:14] ppdet.engine INFO: Epoch: [54] [2200/3251] learning_rate: 0.085360 loss_vfl: 0.803135 loss_bbox: 0.261278 loss_dfl: 0.173447 loss: 1.244393 eta: 3 days, 17:01:45 batch_cost: 2.0664 data_cost: 0.0011 ips: 13.5504 images/s [11/16 15:12:02] ppdet.engine INFO: Epoch: [54] [2220/3251] learning_rate: 0.085341 loss_vfl: 0.809853 loss_bbox: 0.298652 loss_dfl: 0.197929 loss: 1.303644 eta: 3 days, 17:01:00 batch_cost: 2.1216 data_cost: 0.0011 ips: 13.1977 images/s [11/16 15:12:48] ppdet.engine INFO: Epoch: [54] [2240/3251] learning_rate: 0.085322 loss_vfl: 0.817609 loss_bbox: 0.284332 loss_dfl: 0.182263 loss: 1.278887 eta: 3 days, 17:00:17 batch_cost: 2.1874 data_cost: 0.0013 ips: 12.8006 images/s [11/16 15:13:35] ppdet.engine INFO: Epoch: [54] [2260/3251] learning_rate: 0.085303 loss_vfl: 0.822397 loss_bbox: 0.275108 loss_dfl: 0.195107 loss: 1.286373 eta: 3 days, 16:59:34 batch_cost: 2.1883 data_cost: 0.0016 ips: 12.7954 images/s [11/16 15:14:21] ppdet.engine INFO: Epoch: [54] [2280/3251] learning_rate: 0.085284 loss_vfl: 0.797614 loss_bbox: 0.309250 loss_dfl: 0.196356 loss: 1.305450 eta: 3 days, 16:58:51 batch_cost: 2.1896 data_cost: 0.0010 ips: 12.7875 images/s [11/16 15:15:08] ppdet.engine INFO: Epoch: [54] [2300/3251] learning_rate: 0.085265 loss_vfl: 0.805742 loss_bbox: 0.261742 loss_dfl: 0.182248 loss: 1.277588 eta: 3 days, 16:58:07 batch_cost: 2.1798 data_cost: 0.0011 ips: 12.8450 images/s [11/16 15:15:53] ppdet.engine INFO: Epoch: [54] [2320/3251] learning_rate: 0.085246 loss_vfl: 0.805150 loss_bbox: 0.274975 loss_dfl: 0.180139 loss: 1.273622 eta: 3 days, 16:57:23 batch_cost: 2.1449 data_cost: 0.0012 ips: 13.0540 images/s [11/16 15:16:42] ppdet.engine INFO: Epoch: [54] [2340/3251] learning_rate: 0.085227 loss_vfl: 0.796103 loss_bbox: 0.276340 loss_dfl: 0.176182 loss: 1.256605 eta: 3 days, 16:56:41 batch_cost: 2.2819 data_cost: 0.0010 ips: 12.2704 images/s [11/16 15:17:26] ppdet.engine INFO: Epoch: [54] [2360/3251] learning_rate: 0.085208 loss_vfl: 0.792842 loss_bbox: 0.247787 loss_dfl: 0.169085 loss: 1.209166 eta: 3 days, 16:55:58 batch_cost: 2.1514 data_cost: 0.0009 ips: 13.0148 images/s [11/16 15:18:13] ppdet.engine INFO: Epoch: [54] [2380/3251] learning_rate: 0.085188 loss_vfl: 0.818366 loss_bbox: 0.240007 loss_dfl: 0.169467 loss: 1.246260 eta: 3 days, 16:55:15 batch_cost: 2.2283 data_cost: 0.0009 ips: 12.5655 images/s [11/16 15:18:59] ppdet.engine INFO: Epoch: [54] [2400/3251] learning_rate: 0.085169 loss_vfl: 0.812861 loss_bbox: 0.256852 loss_dfl: 0.179946 loss: 1.265997 eta: 3 days, 16:54:32 batch_cost: 2.2024 data_cost: 0.0011 ips: 12.7134 images/s [11/16 15:19:47] ppdet.engine INFO: Epoch: [54] [2420/3251] learning_rate: 0.085150 loss_vfl: 0.789494 loss_bbox: 0.305539 loss_dfl: 0.186722 loss: 1.273668 eta: 3 days, 16:53:50 batch_cost: 2.2857 data_cost: 0.0009 ips: 12.2503 images/s [11/16 15:20:34] ppdet.engine INFO: Epoch: [54] [2440/3251] learning_rate: 0.085131 loss_vfl: 0.785148 loss_bbox: 0.272642 loss_dfl: 0.184148 loss: 1.270443 eta: 3 days, 16:53:07 batch_cost: 2.2066 data_cost: 0.0016 ips: 12.6889 images/s [11/16 15:21:22] ppdet.engine INFO: Epoch: [54] [2460/3251] learning_rate: 0.085112 loss_vfl: 0.792173 loss_bbox: 0.276458 loss_dfl: 0.183228 loss: 1.247914 eta: 3 days, 16:52:26 batch_cost: 2.2932 data_cost: 0.0010 ips: 12.2100 images/s [11/16 15:22:07] ppdet.engine INFO: Epoch: [54] [2480/3251] learning_rate: 0.085093 loss_vfl: 0.801570 loss_bbox: 0.271663 loss_dfl: 0.183379 loss: 1.284802 eta: 3 days, 16:51:41 batch_cost: 2.1285 data_cost: 0.0009 ips: 13.1551 images/s [11/16 15:22:54] ppdet.engine INFO: Epoch: [54] [2500/3251] learning_rate: 0.085074 loss_vfl: 0.803018 loss_bbox: 0.293329 loss_dfl: 0.188021 loss: 1.281611 eta: 3 days, 16:50:59 batch_cost: 2.2465 data_cost: 0.0010 ips: 12.4637 images/s [11/16 15:23:38] ppdet.engine INFO: Epoch: [54] [2520/3251] learning_rate: 0.085055 loss_vfl: 0.802992 loss_bbox: 0.254680 loss_dfl: 0.174123 loss: 1.227797 eta: 3 days, 16:50:14 batch_cost: 2.0542 data_cost: 0.0010 ips: 13.6309 images/s [11/16 15:24:26] ppdet.engine INFO: Epoch: [54] [2540/3251] learning_rate: 0.085036 loss_vfl: 0.811837 loss_bbox: 0.297779 loss_dfl: 0.188136 loss: 1.309889 eta: 3 days, 16:49:31 batch_cost: 2.2631 data_cost: 0.0013 ips: 12.3723 images/s [11/16 15:25:12] ppdet.engine INFO: Epoch: [54] [2560/3251] learning_rate: 0.085016 loss_vfl: 0.792077 loss_bbox: 0.261616 loss_dfl: 0.177287 loss: 1.253654 eta: 3 days, 16:48:47 batch_cost: 2.1447 data_cost: 0.0010 ips: 13.0557 images/s [11/16 15:25:59] ppdet.engine INFO: Epoch: [54] [2580/3251] learning_rate: 0.084997 loss_vfl: 0.795450 loss_bbox: 0.287295 loss_dfl: 0.192598 loss: 1.302110 eta: 3 days, 16:48:04 batch_cost: 2.1757 data_cost: 0.0009 ips: 12.8694 images/s [11/16 15:26:44] ppdet.engine INFO: Epoch: [54] [2600/3251] learning_rate: 0.084978 loss_vfl: 0.788419 loss_bbox: 0.286359 loss_dfl: 0.185597 loss: 1.252954 eta: 3 days, 16:47:20 batch_cost: 2.1749 data_cost: 0.0009 ips: 12.8741 images/s [11/16 15:27:30] ppdet.engine INFO: Epoch: [54] [2620/3251] learning_rate: 0.084959 loss_vfl: 0.824085 loss_bbox: 0.252471 loss_dfl: 0.175294 loss: 1.257201 eta: 3 days, 16:46:37 batch_cost: 2.1932 data_cost: 0.0009 ips: 12.7665 images/s [11/16 15:28:18] ppdet.engine INFO: Epoch: [54] [2640/3251] learning_rate: 0.084940 loss_vfl: 0.794274 loss_bbox: 0.234530 loss_dfl: 0.164921 loss: 1.233818 eta: 3 days, 16:45:55 batch_cost: 2.2667 data_cost: 0.0010 ips: 12.3527 images/s [11/16 15:29:04] ppdet.engine INFO: Epoch: [54] [2660/3251] learning_rate: 0.084921 loss_vfl: 0.789607 loss_bbox: 0.275045 loss_dfl: 0.188068 loss: 1.269641 eta: 3 days, 16:45:12 batch_cost: 2.2095 data_cost: 0.0011 ips: 12.6727 images/s [11/16 15:29:50] ppdet.engine INFO: Epoch: [54] [2680/3251] learning_rate: 0.084902 loss_vfl: 0.774471 loss_bbox: 0.264628 loss_dfl: 0.185755 loss: 1.237264 eta: 3 days, 16:44:29 batch_cost: 2.1717 data_cost: 0.0009 ips: 12.8929 images/s [11/16 15:30:38] ppdet.engine INFO: Epoch: [54] [2700/3251] learning_rate: 0.084883 loss_vfl: 0.797301 loss_bbox: 0.291015 loss_dfl: 0.189985 loss: 1.286059 eta: 3 days, 16:43:46 batch_cost: 2.2328 data_cost: 0.0010 ips: 12.5400 images/s [11/16 15:31:23] ppdet.engine INFO: Epoch: [54] [2720/3251] learning_rate: 0.084864 loss_vfl: 0.800148 loss_bbox: 0.293584 loss_dfl: 0.179944 loss: 1.261831 eta: 3 days, 16:43:02 batch_cost: 2.1074 data_cost: 0.0010 ips: 13.2865 images/s [11/16 15:32:09] ppdet.engine INFO: Epoch: [54] [2740/3251] learning_rate: 0.084844 loss_vfl: 0.806595 loss_bbox: 0.283540 loss_dfl: 0.186290 loss: 1.275261 eta: 3 days, 16:42:18 batch_cost: 2.1560 data_cost: 0.0010 ips: 12.9868 images/s [11/16 15:32:57] ppdet.engine INFO: Epoch: [54] [2760/3251] learning_rate: 0.084825 loss_vfl: 0.815952 loss_bbox: 0.292101 loss_dfl: 0.187591 loss: 1.300995 eta: 3 days, 16:41:35 batch_cost: 2.2288 data_cost: 0.0011 ips: 12.5630 images/s [11/16 15:33:43] ppdet.engine INFO: Epoch: [54] [2780/3251] learning_rate: 0.084806 loss_vfl: 0.790475 loss_bbox: 0.302791 loss_dfl: 0.192006 loss: 1.277740 eta: 3 days, 16:40:51 batch_cost: 2.1462 data_cost: 0.0014 ips: 13.0466 images/s [11/16 15:34:29] ppdet.engine INFO: Epoch: [54] [2800/3251] learning_rate: 0.084787 loss_vfl: 0.808835 loss_bbox: 0.311850 loss_dfl: 0.188925 loss: 1.318106 eta: 3 days, 16:40:08 batch_cost: 2.1789 data_cost: 0.0010 ips: 12.8503 images/s [11/16 15:35:17] ppdet.engine INFO: Epoch: [54] [2820/3251] learning_rate: 0.084768 loss_vfl: 0.791275 loss_bbox: 0.251145 loss_dfl: 0.165444 loss: 1.199602 eta: 3 days, 16:39:26 batch_cost: 2.2767 data_cost: 0.0023 ips: 12.2987 images/s [11/16 15:36:05] ppdet.engine INFO: Epoch: [54] [2840/3251] learning_rate: 0.084749 loss_vfl: 0.789587 loss_bbox: 0.297064 loss_dfl: 0.198801 loss: 1.294619 eta: 3 days, 16:38:44 batch_cost: 2.2613 data_cost: 0.0010 ips: 12.3824 images/s [11/16 15:36:54] ppdet.engine INFO: Epoch: [54] [2860/3251] learning_rate: 0.084730 loss_vfl: 0.802147 loss_bbox: 0.273752 loss_dfl: 0.180222 loss: 1.275551 eta: 3 days, 16:38:02 batch_cost: 2.2699 data_cost: 0.0010 ips: 12.3354 images/s [11/16 15:37:40] ppdet.engine INFO: Epoch: [54] [2880/3251] learning_rate: 0.084711 loss_vfl: 0.803188 loss_bbox: 0.278732 loss_dfl: 0.190897 loss: 1.265621 eta: 3 days, 16:37:18 batch_cost: 2.1801 data_cost: 0.0009 ips: 12.8432 images/s [11/16 15:38:26] ppdet.engine INFO: Epoch: [54] [2900/3251] learning_rate: 0.084692 loss_vfl: 0.799928 loss_bbox: 0.288560 loss_dfl: 0.199564 loss: 1.274443 eta: 3 days, 16:36:35 batch_cost: 2.1776 data_cost: 0.0009 ips: 12.8582 images/s [11/16 15:39:13] ppdet.engine INFO: Epoch: [54] [2920/3251] learning_rate: 0.084673 loss_vfl: 0.801559 loss_bbox: 0.260034 loss_dfl: 0.174851 loss: 1.239447 eta: 3 days, 16:35:53 batch_cost: 2.2408 data_cost: 0.0011 ips: 12.4954 images/s [11/16 15:39:59] ppdet.engine INFO: Epoch: [54] [2940/3251] learning_rate: 0.084653 loss_vfl: 0.790527 loss_bbox: 0.255865 loss_dfl: 0.167708 loss: 1.200373 eta: 3 days, 16:35:09 batch_cost: 2.1653 data_cost: 0.0010 ips: 12.9314 images/s [11/16 15:40:44] ppdet.engine INFO: Epoch: [54] [2960/3251] learning_rate: 0.084634 loss_vfl: 0.813072 loss_bbox: 0.303806 loss_dfl: 0.194977 loss: 1.337381 eta: 3 days, 16:34:25 batch_cost: 2.1418 data_cost: 0.0016 ips: 13.0730 images/s [11/16 15:41:31] ppdet.engine INFO: Epoch: [54] [2980/3251] learning_rate: 0.084615 loss_vfl: 0.787098 loss_bbox: 0.268445 loss_dfl: 0.180677 loss: 1.230688 eta: 3 days, 16:33:42 batch_cost: 2.1935 data_cost: 0.0009 ips: 12.7651 images/s [11/16 15:42:16] ppdet.engine INFO: Epoch: [54] [3000/3251] learning_rate: 0.084596 loss_vfl: 0.792750 loss_bbox: 0.290679 loss_dfl: 0.195474 loss: 1.258648 eta: 3 days, 16:32:58 batch_cost: 2.1464 data_cost: 0.0015 ips: 13.0448 images/s [11/16 15:43:02] ppdet.engine INFO: Epoch: [54] [3020/3251] learning_rate: 0.084577 loss_vfl: 0.816352 loss_bbox: 0.271950 loss_dfl: 0.176267 loss: 1.285963 eta: 3 days, 16:32:15 batch_cost: 2.2241 data_cost: 0.0009 ips: 12.5893 images/s [11/16 15:43:52] ppdet.engine INFO: Epoch: [54] [3040/3251] learning_rate: 0.084558 loss_vfl: 0.828466 loss_bbox: 0.299682 loss_dfl: 0.205183 loss: 1.317021 eta: 3 days, 16:31:35 batch_cost: 2.3799 data_cost: 0.0010 ips: 11.7650 images/s [11/16 15:44:38] ppdet.engine INFO: Epoch: [54] [3060/3251] learning_rate: 0.084539 loss_vfl: 0.803142 loss_bbox: 0.260150 loss_dfl: 0.182493 loss: 1.246548 eta: 3 days, 16:30:52 batch_cost: 2.2002 data_cost: 0.0011 ips: 12.7260 images/s [11/16 15:45:23] ppdet.engine INFO: Epoch: [54] [3080/3251] learning_rate: 0.084520 loss_vfl: 0.821971 loss_bbox: 0.251535 loss_dfl: 0.173949 loss: 1.255320 eta: 3 days, 16:30:08 batch_cost: 2.1621 data_cost: 0.0014 ips: 12.9503 images/s [11/16 15:46:07] ppdet.engine INFO: Epoch: [54] [3100/3251] learning_rate: 0.084501 loss_vfl: 0.796030 loss_bbox: 0.289277 loss_dfl: 0.189184 loss: 1.275772 eta: 3 days, 16:29:23 batch_cost: 2.0980 data_cost: 0.0010 ips: 13.3459 images/s [11/16 15:46:52] ppdet.engine INFO: Epoch: [54] [3120/3251] learning_rate: 0.084482 loss_vfl: 0.801681 loss_bbox: 0.274470 loss_dfl: 0.183867 loss: 1.271469 eta: 3 days, 16:28:39 batch_cost: 2.1663 data_cost: 0.0016 ips: 12.9252 images/s [11/16 15:47:40] ppdet.engine INFO: Epoch: [54] [3140/3251] learning_rate: 0.084463 loss_vfl: 0.800098 loss_bbox: 0.255668 loss_dfl: 0.168819 loss: 1.219522 eta: 3 days, 16:27:56 batch_cost: 2.2000 data_cost: 0.0010 ips: 12.7270 images/s [11/16 15:48:27] ppdet.engine INFO: Epoch: [54] [3160/3251] learning_rate: 0.084443 loss_vfl: 0.830016 loss_bbox: 0.280924 loss_dfl: 0.176366 loss: 1.267409 eta: 3 days, 16:27:14 batch_cost: 2.2723 data_cost: 0.0010 ips: 12.3225 images/s [11/16 15:49:15] ppdet.engine INFO: Epoch: [54] [3180/3251] learning_rate: 0.084424 loss_vfl: 0.809300 loss_bbox: 0.289727 loss_dfl: 0.184708 loss: 1.303110 eta: 3 days, 16:26:32 batch_cost: 2.2602 data_cost: 0.0009 ips: 12.3882 images/s [11/16 15:50:01] ppdet.engine INFO: Epoch: [54] [3200/3251] learning_rate: 0.084405 loss_vfl: 0.799394 loss_bbox: 0.251449 loss_dfl: 0.169473 loss: 1.237672 eta: 3 days, 16:25:48 batch_cost: 2.1490 data_cost: 0.0009 ips: 13.0291 images/s [11/16 15:50:49] ppdet.engine INFO: Epoch: [54] [3220/3251] learning_rate: 0.084386 loss_vfl: 0.797828 loss_bbox: 0.247403 loss_dfl: 0.169187 loss: 1.219883 eta: 3 days, 16:25:06 batch_cost: 2.2667 data_cost: 0.0010 ips: 12.3525 images/s [11/16 15:51:34] ppdet.engine INFO: Epoch: [54] [3240/3251] learning_rate: 0.084367 loss_vfl: 0.801657 loss_bbox: 0.246033 loss_dfl: 0.173009 loss: 1.224116 eta: 3 days, 16:24:22 batch_cost: 2.1290 data_cost: 0.0015 ips: 13.1518 images/s [11/16 15:52:10] ppdet.engine INFO: Epoch: [55] [ 0/3251] learning_rate: 0.084357 loss_vfl: 0.795651 loss_bbox: 0.246322 loss_dfl: 0.169686 loss: 1.238909 eta: 3 days, 16:24:00 batch_cost: 2.2675 data_cost: 0.4718 ips: 12.3485 images/s [11/16 15:53:04] ppdet.engine INFO: Epoch: [55] [ 20/3251] learning_rate: 0.084337 loss_vfl: 0.767251 loss_bbox: 0.245067 loss_dfl: 0.173043 loss: 1.187645 eta: 3 days, 16:23:23 batch_cost: 2.5975 data_cost: 0.0011 ips: 10.7795 images/s [11/16 15:53:50] ppdet.engine INFO: Epoch: [55] [ 40/3251] learning_rate: 0.084318 loss_vfl: 0.806712 loss_bbox: 0.288002 loss_dfl: 0.201078 loss: 1.315515 eta: 3 days, 16:22:39 batch_cost: 2.1417 data_cost: 0.0009 ips: 13.0738 images/s [11/16 15:54:37] ppdet.engine INFO: Epoch: [55] [ 60/3251] learning_rate: 0.084299 loss_vfl: 0.818712 loss_bbox: 0.311134 loss_dfl: 0.187185 loss: 1.296141 eta: 3 days, 16:21:56 batch_cost: 2.2069 data_cost: 0.0009 ips: 12.6877 images/s [11/16 15:55:23] ppdet.engine INFO: Epoch: [55] [ 80/3251] learning_rate: 0.084280 loss_vfl: 0.816987 loss_bbox: 0.253024 loss_dfl: 0.172488 loss: 1.271413 eta: 3 days, 16:21:12 batch_cost: 2.1203 data_cost: 0.0009 ips: 13.2057 images/s [11/16 15:56:11] ppdet.engine INFO: Epoch: [55] [ 100/3251] learning_rate: 0.084261 loss_vfl: 0.773515 loss_bbox: 0.260057 loss_dfl: 0.181618 loss: 1.225439 eta: 3 days, 16:20:30 batch_cost: 2.3073 data_cost: 0.0009 ips: 12.1352 images/s [11/16 15:56:59] ppdet.engine INFO: Epoch: [55] [ 120/3251] learning_rate: 0.084242 loss_vfl: 0.820871 loss_bbox: 0.281050 loss_dfl: 0.186957 loss: 1.303618 eta: 3 days, 16:19:49 batch_cost: 2.2959 data_cost: 0.0013 ips: 12.1954 images/s [11/16 15:57:45] ppdet.engine INFO: Epoch: [55] [ 140/3251] learning_rate: 0.084223 loss_vfl: 0.804698 loss_bbox: 0.272453 loss_dfl: 0.172031 loss: 1.246839 eta: 3 days, 16:19:06 batch_cost: 2.1875 data_cost: 0.0010 ips: 12.7999 images/s [11/16 15:58:33] ppdet.engine INFO: Epoch: [55] [ 160/3251] learning_rate: 0.084204 loss_vfl: 0.779053 loss_bbox: 0.280519 loss_dfl: 0.188373 loss: 1.267432 eta: 3 days, 16:18:24 batch_cost: 2.3165 data_cost: 0.0014 ips: 12.0874 images/s [11/16 15:59:19] ppdet.engine INFO: Epoch: [55] [ 180/3251] learning_rate: 0.084185 loss_vfl: 0.783569 loss_bbox: 0.276299 loss_dfl: 0.173298 loss: 1.238177 eta: 3 days, 16:17:41 batch_cost: 2.1546 data_cost: 0.0010 ips: 12.9956 images/s [11/16 16:00:07] ppdet.engine INFO: Epoch: [55] [ 200/3251] learning_rate: 0.084166 loss_vfl: 0.820882 loss_bbox: 0.257784 loss_dfl: 0.174409 loss: 1.248620 eta: 3 days, 16:16:58 batch_cost: 2.2433 data_cost: 0.0084 ips: 12.4816 images/s [11/16 16:00:50] ppdet.engine INFO: Epoch: [55] [ 220/3251] learning_rate: 0.084147 loss_vfl: 0.795475 loss_bbox: 0.250199 loss_dfl: 0.176975 loss: 1.244526 eta: 3 days, 16:16:13 batch_cost: 2.0844 data_cost: 0.0010 ips: 13.4333 images/s [11/16 16:01:38] ppdet.engine INFO: Epoch: [55] [ 240/3251] learning_rate: 0.084128 loss_vfl: 0.804795 loss_bbox: 0.283116 loss_dfl: 0.194845 loss: 1.249200 eta: 3 days, 16:15:31 batch_cost: 2.2464 data_cost: 0.0009 ips: 12.4644 images/s [11/16 16:02:26] ppdet.engine INFO: Epoch: [55] [ 260/3251] learning_rate: 0.084108 loss_vfl: 0.813950 loss_bbox: 0.266109 loss_dfl: 0.179620 loss: 1.284656 eta: 3 days, 16:14:49 batch_cost: 2.2629 data_cost: 0.0009 ips: 12.3737 images/s [11/16 16:03:14] ppdet.engine INFO: Epoch: [55] [ 280/3251] learning_rate: 0.084089 loss_vfl: 0.822348 loss_bbox: 0.286944 loss_dfl: 0.188636 loss: 1.281899 eta: 3 days, 16:14:06 batch_cost: 2.1961 data_cost: 0.0010 ips: 12.7497 images/s [11/16 16:04:01] ppdet.engine INFO: Epoch: [55] [ 300/3251] learning_rate: 0.084070 loss_vfl: 0.776046 loss_bbox: 0.254549 loss_dfl: 0.181641 loss: 1.250695 eta: 3 days, 16:13:22 batch_cost: 2.1715 data_cost: 0.0011 ips: 12.8944 images/s [11/16 16:04:47] ppdet.engine INFO: Epoch: [55] [ 320/3251] learning_rate: 0.084051 loss_vfl: 0.819441 loss_bbox: 0.302715 loss_dfl: 0.192228 loss: 1.301151 eta: 3 days, 16:12:39 batch_cost: 2.2273 data_cost: 0.0010 ips: 12.5711 images/s [11/16 16:05:33] ppdet.engine INFO: Epoch: [55] [ 340/3251] learning_rate: 0.084032 loss_vfl: 0.769925 loss_bbox: 0.269780 loss_dfl: 0.176543 loss: 1.268551 eta: 3 days, 16:11:56 batch_cost: 2.1611 data_cost: 0.0014 ips: 12.9561 images/s [11/16 16:06:20] ppdet.engine INFO: Epoch: [55] [ 360/3251] learning_rate: 0.084013 loss_vfl: 0.783627 loss_bbox: 0.308516 loss_dfl: 0.197124 loss: 1.285597 eta: 3 days, 16:11:12 batch_cost: 2.1973 data_cost: 0.0010 ips: 12.7428 images/s [11/16 16:07:06] ppdet.engine INFO: Epoch: [55] [ 380/3251] learning_rate: 0.083994 loss_vfl: 0.791147 loss_bbox: 0.286769 loss_dfl: 0.194770 loss: 1.270279 eta: 3 days, 16:10:29 batch_cost: 2.2083 data_cost: 0.0009 ips: 12.6792 images/s [11/16 16:07:49] ppdet.engine INFO: Epoch: [55] [ 400/3251] learning_rate: 0.083975 loss_vfl: 0.800801 loss_bbox: 0.261137 loss_dfl: 0.166371 loss: 1.239260 eta: 3 days, 16:09:44 batch_cost: 2.0660 data_cost: 0.0011 ips: 13.5525 images/s [11/16 16:08:36] ppdet.engine INFO: Epoch: [55] [ 420/3251] learning_rate: 0.083956 loss_vfl: 0.786767 loss_bbox: 0.276525 loss_dfl: 0.188389 loss: 1.239897 eta: 3 days, 16:09:00 batch_cost: 2.1165 data_cost: 0.0020 ips: 13.2292 images/s [11/16 16:09:22] ppdet.engine INFO: Epoch: [55] [ 440/3251] learning_rate: 0.083937 loss_vfl: 0.772445 loss_bbox: 0.262638 loss_dfl: 0.178852 loss: 1.251343 eta: 3 days, 16:08:16 batch_cost: 2.1450 data_cost: 0.0011 ips: 13.0535 images/s [11/16 16:10:08] ppdet.engine INFO: Epoch: [55] [ 460/3251] learning_rate: 0.083918 loss_vfl: 0.785142 loss_bbox: 0.258017 loss_dfl: 0.185059 loss: 1.239176 eta: 3 days, 16:07:31 batch_cost: 2.1336 data_cost: 0.0010 ips: 13.1234 images/s [11/16 16:10:57] ppdet.engine INFO: Epoch: [55] [ 480/3251] learning_rate: 0.083899 loss_vfl: 0.798267 loss_bbox: 0.289700 loss_dfl: 0.198100 loss: 1.292429 eta: 3 days, 16:06:50 batch_cost: 2.2887 data_cost: 0.0009 ips: 12.2342 images/s [11/16 16:11:42] ppdet.engine INFO: Epoch: [55] [ 500/3251] learning_rate: 0.083880 loss_vfl: 0.812735 loss_bbox: 0.296368 loss_dfl: 0.202360 loss: 1.298206 eta: 3 days, 16:06:06 batch_cost: 2.1306 data_cost: 0.0009 ips: 13.1420 images/s [11/16 16:12:28] ppdet.engine INFO: Epoch: [55] [ 520/3251] learning_rate: 0.083860 loss_vfl: 0.818901 loss_bbox: 0.303399 loss_dfl: 0.196616 loss: 1.321914 eta: 3 days, 16:05:22 batch_cost: 2.1730 data_cost: 0.0009 ips: 12.8852 images/s [11/16 16:13:16] ppdet.engine INFO: Epoch: [55] [ 540/3251] learning_rate: 0.083841 loss_vfl: 0.787819 loss_bbox: 0.265236 loss_dfl: 0.184371 loss: 1.264912 eta: 3 days, 16:04:40 batch_cost: 2.2720 data_cost: 0.0009 ips: 12.3238 images/s [11/16 16:14:02] ppdet.engine INFO: Epoch: [55] [ 560/3251] learning_rate: 0.083822 loss_vfl: 0.794335 loss_bbox: 0.277245 loss_dfl: 0.175878 loss: 1.277200 eta: 3 days, 16:03:56 batch_cost: 2.1241 data_cost: 0.0018 ips: 13.1822 images/s [11/16 16:14:48] ppdet.engine INFO: Epoch: [55] [ 580/3251] learning_rate: 0.083803 loss_vfl: 0.806016 loss_bbox: 0.295041 loss_dfl: 0.193126 loss: 1.280498 eta: 3 days, 16:03:13 batch_cost: 2.1988 data_cost: 0.0010 ips: 12.7340 images/s [11/16 16:15:32] ppdet.engine INFO: Epoch: [55] 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0.807629 loss_bbox: 0.247521 loss_dfl: 0.173942 loss: 1.222936 eta: 3 days, 15:59:33 batch_cost: 2.1682 data_cost: 0.0009 ips: 12.9142 images/s [11/16 16:19:19] ppdet.engine INFO: Epoch: [55] [ 700/3251] learning_rate: 0.083689 loss_vfl: 0.802657 loss_bbox: 0.243359 loss_dfl: 0.173493 loss: 1.225964 eta: 3 days, 15:58:47 batch_cost: 2.0227 data_cost: 0.0011 ips: 13.8427 images/s [11/16 16:20:05] ppdet.engine INFO: Epoch: [55] [ 720/3251] learning_rate: 0.083670 loss_vfl: 0.803882 loss_bbox: 0.274351 loss_dfl: 0.174543 loss: 1.252381 eta: 3 days, 15:58:04 batch_cost: 2.2356 data_cost: 0.0016 ips: 12.5244 images/s [11/16 16:20:54] ppdet.engine INFO: Epoch: [55] [ 740/3251] learning_rate: 0.083651 loss_vfl: 0.792755 loss_bbox: 0.273119 loss_dfl: 0.180232 loss: 1.240335 eta: 3 days, 15:57:23 batch_cost: 2.3442 data_cost: 0.0010 ips: 11.9443 images/s [11/16 16:21:43] ppdet.engine INFO: Epoch: [55] [ 760/3251] learning_rate: 0.083632 loss_vfl: 0.791321 loss_bbox: 0.293345 loss_dfl: 0.193860 loss: 1.281239 eta: 3 days, 15:56:42 batch_cost: 2.3183 data_cost: 0.0009 ips: 12.0779 images/s [11/16 16:22:33] ppdet.engine INFO: Epoch: [55] [ 780/3251] learning_rate: 0.083613 loss_vfl: 0.806534 loss_bbox: 0.271267 loss_dfl: 0.175173 loss: 1.294945 eta: 3 days, 15:56:01 batch_cost: 2.3340 data_cost: 0.0012 ips: 11.9965 images/s [11/16 16:23:21] ppdet.engine INFO: Epoch: [55] [ 800/3251] learning_rate: 0.083593 loss_vfl: 0.796691 loss_bbox: 0.304314 loss_dfl: 0.202756 loss: 1.315950 eta: 3 days, 15:55:19 batch_cost: 2.2713 data_cost: 0.0010 ips: 12.3277 images/s [11/16 16:24:11] ppdet.engine INFO: Epoch: [55] [ 820/3251] learning_rate: 0.083574 loss_vfl: 0.791827 loss_bbox: 0.289028 loss_dfl: 0.194490 loss: 1.269398 eta: 3 days, 15:54:38 batch_cost: 2.3043 data_cost: 0.0010 ips: 12.1509 images/s [11/16 16:25:02] ppdet.engine INFO: Epoch: [55] [ 840/3251] learning_rate: 0.083555 loss_vfl: 0.794336 loss_bbox: 0.255117 loss_dfl: 0.179328 loss: 1.221736 eta: 3 days, 15:53:58 batch_cost: 2.4144 data_cost: 0.0012 ips: 11.5972 images/s [11/16 16:25:50] ppdet.engine INFO: Epoch: [55] [ 860/3251] learning_rate: 0.083536 loss_vfl: 0.816130 loss_bbox: 0.285960 loss_dfl: 0.187003 loss: 1.280319 eta: 3 days, 15:53:16 batch_cost: 2.2376 data_cost: 0.0015 ips: 12.5134 images/s [11/16 16:26:37] ppdet.engine INFO: Epoch: [55] [ 880/3251] learning_rate: 0.083517 loss_vfl: 0.777897 loss_bbox: 0.270141 loss_dfl: 0.178971 loss: 1.247630 eta: 3 days, 15:52:34 batch_cost: 2.2672 data_cost: 0.0010 ips: 12.3503 images/s [11/16 16:27:24] ppdet.engine INFO: Epoch: [55] [ 900/3251] learning_rate: 0.083498 loss_vfl: 0.797832 loss_bbox: 0.273927 loss_dfl: 0.189160 loss: 1.263203 eta: 3 days, 15:51:51 batch_cost: 2.2452 data_cost: 0.0011 ips: 12.4713 images/s [11/16 16:28:13] ppdet.engine INFO: Epoch: [55] [ 920/3251] learning_rate: 0.083479 loss_vfl: 0.803482 loss_bbox: 0.276083 loss_dfl: 0.192254 loss: 1.277611 eta: 3 days, 15:51:11 batch_cost: 2.3594 data_cost: 0.0010 ips: 11.8674 images/s [11/16 16:28:58] ppdet.engine INFO: Epoch: [55] [ 940/3251] learning_rate: 0.083460 loss_vfl: 0.797755 loss_bbox: 0.250892 loss_dfl: 0.176544 loss: 1.227560 eta: 3 days, 15:50:26 batch_cost: 2.0684 data_cost: 0.0010 ips: 13.5369 images/s [11/16 16:29:42] ppdet.engine INFO: Epoch: [55] [ 960/3251] learning_rate: 0.083441 loss_vfl: 0.795763 loss_bbox: 0.294965 loss_dfl: 0.200981 loss: 1.293120 eta: 3 days, 15:49:40 batch_cost: 2.0272 data_cost: 0.0016 ips: 13.8124 images/s [11/16 16:30:29] ppdet.engine INFO: Epoch: [55] [ 980/3251] learning_rate: 0.083422 loss_vfl: 0.794556 loss_bbox: 0.257642 loss_dfl: 0.171806 loss: 1.239441 eta: 3 days, 15:48:58 batch_cost: 2.2720 data_cost: 0.0009 ips: 12.3241 images/s [11/16 16:31:14] ppdet.engine INFO: Epoch: [55] [1000/3251] learning_rate: 0.083403 loss_vfl: 0.797889 loss_bbox: 0.267136 loss_dfl: 0.185645 loss: 1.257257 eta: 3 days, 15:48:14 batch_cost: 2.1560 data_cost: 0.0010 ips: 12.9873 images/s [11/16 16:32:04] ppdet.engine INFO: Epoch: [55] [1020/3251] learning_rate: 0.083384 loss_vfl: 0.810530 loss_bbox: 0.273717 loss_dfl: 0.183687 loss: 1.261129 eta: 3 days, 15:47:33 batch_cost: 2.3584 data_cost: 0.0012 ips: 11.8723 images/s [11/16 16:32:52] ppdet.engine INFO: Epoch: [55] [1040/3251] learning_rate: 0.083365 loss_vfl: 0.824822 loss_bbox: 0.252129 loss_dfl: 0.173982 loss: 1.248076 eta: 3 days, 15:46:52 batch_cost: 2.3222 data_cost: 0.0009 ips: 12.0573 images/s [11/16 16:33:40] ppdet.engine INFO: Epoch: [55] [1060/3251] learning_rate: 0.083346 loss_vfl: 0.778088 loss_bbox: 0.259053 loss_dfl: 0.174521 loss: 1.249968 eta: 3 days, 15:46:10 batch_cost: 2.2497 data_cost: 0.0011 ips: 12.4462 images/s [11/16 16:34:27] ppdet.engine INFO: Epoch: [55] [1080/3251] learning_rate: 0.083327 loss_vfl: 0.787880 loss_bbox: 0.274521 loss_dfl: 0.182042 loss: 1.252663 eta: 3 days, 15:45:27 batch_cost: 2.2146 data_cost: 0.0009 ips: 12.6431 images/s [11/16 16:35:13] ppdet.engine INFO: Epoch: [55] [1100/3251] learning_rate: 0.083308 loss_vfl: 0.813324 loss_bbox: 0.277130 loss_dfl: 0.188700 loss: 1.258669 eta: 3 days, 15:44:44 batch_cost: 2.1880 data_cost: 0.0009 ips: 12.7968 images/s [11/16 16:36:00] ppdet.engine INFO: Epoch: [55] [1120/3251] learning_rate: 0.083289 loss_vfl: 0.816615 loss_bbox: 0.245324 loss_dfl: 0.172719 loss: 1.237772 eta: 3 days, 15:44:01 batch_cost: 2.2512 data_cost: 0.0010 ips: 12.4376 images/s [11/16 16:36:46] ppdet.engine INFO: Epoch: [55] [1140/3251] learning_rate: 0.083269 loss_vfl: 0.798388 loss_bbox: 0.296110 loss_dfl: 0.197518 loss: 1.260470 eta: 3 days, 15:43:18 batch_cost: 2.1841 data_cost: 0.0010 ips: 12.8202 images/s [11/16 16:37:31] ppdet.engine INFO: Epoch: [55] [1160/3251] learning_rate: 0.083250 loss_vfl: 0.788669 loss_bbox: 0.244944 loss_dfl: 0.175883 loss: 1.232369 eta: 3 days, 15:42:34 batch_cost: 2.1398 data_cost: 0.0012 ips: 13.0852 images/s [11/16 16:38:18] ppdet.engine INFO: Epoch: [55] [1180/3251] learning_rate: 0.083231 loss_vfl: 0.810133 loss_bbox: 0.281327 loss_dfl: 0.193031 loss: 1.257335 eta: 3 days, 15:41:50 batch_cost: 2.1703 data_cost: 0.0010 ips: 12.9015 images/s [11/16 16:39:02] ppdet.engine INFO: Epoch: [55] [1200/3251] learning_rate: 0.083212 loss_vfl: 0.807405 loss_bbox: 0.288104 loss_dfl: 0.192491 loss: 1.291363 eta: 3 days, 15:41:06 batch_cost: 2.1338 data_cost: 0.0010 ips: 13.1223 images/s [11/16 16:39:51] ppdet.engine INFO: Epoch: [55] [1220/3251] learning_rate: 0.083193 loss_vfl: 0.770557 loss_bbox: 0.288083 loss_dfl: 0.184786 loss: 1.247291 eta: 3 days, 15:40:24 batch_cost: 2.2665 data_cost: 0.0012 ips: 12.3539 images/s [11/16 16:40:38] ppdet.engine INFO: Epoch: [55] [1240/3251] learning_rate: 0.083174 loss_vfl: 0.786933 loss_bbox: 0.287495 loss_dfl: 0.206318 loss: 1.296534 eta: 3 days, 15:39:41 batch_cost: 2.1969 data_cost: 0.0014 ips: 12.7450 images/s [11/16 16:41:25] ppdet.engine INFO: Epoch: [55] [1260/3251] learning_rate: 0.083155 loss_vfl: 0.818445 loss_bbox: 0.255208 loss_dfl: 0.173451 loss: 1.242433 eta: 3 days, 15:38:57 batch_cost: 2.1531 data_cost: 0.0010 ips: 13.0048 images/s [11/16 16:42:12] ppdet.engine INFO: Epoch: [55] [1280/3251] learning_rate: 0.083136 loss_vfl: 0.818812 loss_bbox: 0.269199 loss_dfl: 0.180436 loss: 1.272920 eta: 3 days, 15:38:14 batch_cost: 2.2152 data_cost: 0.0011 ips: 12.6401 images/s [11/16 16:42:58] ppdet.engine INFO: Epoch: [55] [1300/3251] learning_rate: 0.083117 loss_vfl: 0.776958 loss_bbox: 0.268644 loss_dfl: 0.178167 loss: 1.236859 eta: 3 days, 15:37:30 batch_cost: 2.1428 data_cost: 0.0009 ips: 13.0670 images/s [11/16 16:43:44] ppdet.engine INFO: Epoch: [55] [1320/3251] learning_rate: 0.083098 loss_vfl: 0.772391 loss_bbox: 0.326087 loss_dfl: 0.204505 loss: 1.314796 eta: 3 days, 15:36:46 batch_cost: 2.1423 data_cost: 0.0009 ips: 13.0702 images/s [11/16 16:44:29] ppdet.engine INFO: Epoch: [55] [1340/3251] learning_rate: 0.083079 loss_vfl: 0.781653 loss_bbox: 0.284011 loss_dfl: 0.185080 loss: 1.253187 eta: 3 days, 15:36:02 batch_cost: 2.1294 data_cost: 0.0018 ips: 13.1494 images/s [11/16 16:45:15] ppdet.engine INFO: Epoch: [55] [1360/3251] learning_rate: 0.083060 loss_vfl: 0.802807 loss_bbox: 0.317181 loss_dfl: 0.216232 loss: 1.308572 eta: 3 days, 15:35:19 batch_cost: 2.1961 data_cost: 0.0010 ips: 12.7499 images/s [11/16 16:46:02] ppdet.engine INFO: Epoch: [55] [1380/3251] learning_rate: 0.083041 loss_vfl: 0.812995 loss_bbox: 0.235745 loss_dfl: 0.169200 loss: 1.253379 eta: 3 days, 15:34:35 batch_cost: 2.1410 data_cost: 0.0010 ips: 13.0781 images/s [11/16 16:46:50] ppdet.engine INFO: Epoch: [55] [1400/3251] learning_rate: 0.083022 loss_vfl: 0.830187 loss_bbox: 0.284359 loss_dfl: 0.186726 loss: 1.295118 eta: 3 days, 15:33:52 batch_cost: 2.2429 data_cost: 0.0010 ips: 12.4841 images/s [11/16 16:47:37] ppdet.engine INFO: Epoch: [55] [1420/3251] learning_rate: 0.083003 loss_vfl: 0.821339 loss_bbox: 0.303850 loss_dfl: 0.200591 loss: 1.303854 eta: 3 days, 15:33:09 batch_cost: 2.2065 data_cost: 0.0010 ips: 12.6899 images/s [11/16 16:48:23] ppdet.engine INFO: Epoch: [55] [1440/3251] learning_rate: 0.082984 loss_vfl: 0.805288 loss_bbox: 0.291514 loss_dfl: 0.179301 loss: 1.294564 eta: 3 days, 15:32:26 batch_cost: 2.2027 data_cost: 0.0112 ips: 12.7116 images/s [11/16 16:49:09] ppdet.engine INFO: Epoch: [55] [1460/3251] learning_rate: 0.082965 loss_vfl: 0.804401 loss_bbox: 0.288597 loss_dfl: 0.180815 loss: 1.257921 eta: 3 days, 15:31:42 batch_cost: 2.1322 data_cost: 0.0014 ips: 13.1320 images/s [11/16 16:49:58] ppdet.engine INFO: Epoch: [55] [1480/3251] learning_rate: 0.082946 loss_vfl: 0.800559 loss_bbox: 0.277216 loss_dfl: 0.186465 loss: 1.235550 eta: 3 days, 15:31:00 batch_cost: 2.2951 data_cost: 0.0010 ips: 12.1998 images/s [11/16 16:50:43] ppdet.engine INFO: Epoch: [55] [1500/3251] learning_rate: 0.082927 loss_vfl: 0.790950 loss_bbox: 0.291430 loss_dfl: 0.188817 loss: 1.264052 eta: 3 days, 15:30:16 batch_cost: 2.1522 data_cost: 0.0011 ips: 13.0100 images/s [11/16 16:51:29] ppdet.engine INFO: Epoch: [55] [1520/3251] learning_rate: 0.082908 loss_vfl: 0.812702 loss_bbox: 0.257578 loss_dfl: 0.176278 loss: 1.263980 eta: 3 days, 15:29:33 batch_cost: 2.1996 data_cost: 0.0009 ips: 12.7297 images/s [11/16 16:52:15] ppdet.engine INFO: Epoch: [55] [1540/3251] learning_rate: 0.082888 loss_vfl: 0.819611 loss_bbox: 0.259869 loss_dfl: 0.183398 loss: 1.262690 eta: 3 days, 15:28:49 batch_cost: 2.1331 data_cost: 0.0010 ips: 13.1264 images/s [11/16 16:53:04] ppdet.engine INFO: Epoch: [55] [1560/3251] learning_rate: 0.082869 loss_vfl: 0.812294 loss_bbox: 0.268831 loss_dfl: 0.174514 loss: 1.260734 eta: 3 days, 15:28:07 batch_cost: 2.2650 data_cost: 0.0010 ips: 12.3621 images/s [11/16 16:53:49] ppdet.engine INFO: Epoch: [55] [1580/3251] learning_rate: 0.082850 loss_vfl: 0.812229 loss_bbox: 0.257673 loss_dfl: 0.177182 loss: 1.262569 eta: 3 days, 15:27:22 batch_cost: 2.1081 data_cost: 0.0009 ips: 13.2820 images/s [11/16 16:54:36] ppdet.engine INFO: Epoch: [55] [1600/3251] learning_rate: 0.082831 loss_vfl: 0.812501 loss_bbox: 0.286039 loss_dfl: 0.180498 loss: 1.290138 eta: 3 days, 15:26:40 batch_cost: 2.2273 data_cost: 0.0010 ips: 12.5710 images/s [11/16 16:55:25] ppdet.engine INFO: Epoch: [55] [1620/3251] learning_rate: 0.082812 loss_vfl: 0.809708 loss_bbox: 0.300364 loss_dfl: 0.203356 loss: 1.313987 eta: 3 days, 15:25:58 batch_cost: 2.2815 data_cost: 0.0009 ips: 12.2726 images/s [11/16 16:56:09] ppdet.engine INFO: Epoch: [55] [1640/3251] learning_rate: 0.082793 loss_vfl: 0.770200 loss_bbox: 0.308329 loss_dfl: 0.204540 loss: 1.271125 eta: 3 days, 15:25:13 batch_cost: 2.0801 data_cost: 0.0009 ips: 13.4610 images/s [11/16 16:56:54] ppdet.engine INFO: Epoch: [55] [1660/3251] learning_rate: 0.082774 loss_vfl: 0.819043 loss_bbox: 0.272899 loss_dfl: 0.168694 loss: 1.281570 eta: 3 days, 15:24:29 batch_cost: 2.1489 data_cost: 0.0011 ips: 13.0296 images/s [11/16 16:57:40] ppdet.engine INFO: Epoch: [55] [1680/3251] learning_rate: 0.082755 loss_vfl: 0.787896 loss_bbox: 0.269411 loss_dfl: 0.180914 loss: 1.237566 eta: 3 days, 15:23:46 batch_cost: 2.2032 data_cost: 0.0009 ips: 12.7088 images/s [11/16 16:58:27] ppdet.engine INFO: Epoch: [55] [1700/3251] learning_rate: 0.082736 loss_vfl: 0.809553 loss_bbox: 0.251526 loss_dfl: 0.167566 loss: 1.259858 eta: 3 days, 15:23:03 batch_cost: 2.2000 data_cost: 0.0010 ips: 12.7271 images/s [11/16 16:59:12] ppdet.engine INFO: Epoch: [55] [1720/3251] learning_rate: 0.082717 loss_vfl: 0.783157 loss_bbox: 0.289231 loss_dfl: 0.191803 loss: 1.229381 eta: 3 days, 15:22:19 batch_cost: 2.1789 data_cost: 0.0009 ips: 12.8508 images/s [11/16 17:00:00] ppdet.engine INFO: Epoch: [55] [1740/3251] learning_rate: 0.082698 loss_vfl: 0.795425 loss_bbox: 0.276786 loss_dfl: 0.187473 loss: 1.227217 eta: 3 days, 15:21:37 batch_cost: 2.2740 data_cost: 0.0012 ips: 12.3132 images/s [11/16 17:00:49] ppdet.engine INFO: Epoch: [55] [1760/3251] learning_rate: 0.082679 loss_vfl: 0.818033 loss_bbox: 0.293162 loss_dfl: 0.192728 loss: 1.290944 eta: 3 days, 15:20:56 batch_cost: 2.2952 data_cost: 0.0010 ips: 12.1995 images/s [11/16 17:01:38] ppdet.engine INFO: Epoch: [55] [1780/3251] learning_rate: 0.082660 loss_vfl: 0.791502 loss_bbox: 0.268832 loss_dfl: 0.185911 loss: 1.249086 eta: 3 days, 15:20:14 batch_cost: 2.2901 data_cost: 0.0010 ips: 12.2265 images/s [11/16 17:02:25] ppdet.engine INFO: Epoch: [55] [1800/3251] learning_rate: 0.082641 loss_vfl: 0.793847 loss_bbox: 0.279866 loss_dfl: 0.174335 loss: 1.281273 eta: 3 days, 15:19:32 batch_cost: 2.2538 data_cost: 0.0010 ips: 12.4234 images/s [11/16 17:03:12] ppdet.engine INFO: Epoch: [55] [1820/3251] learning_rate: 0.082622 loss_vfl: 0.798164 loss_bbox: 0.274516 loss_dfl: 0.186442 loss: 1.259293 eta: 3 days, 15:18:48 batch_cost: 2.1818 data_cost: 0.0010 ips: 12.8335 images/s [11/16 17:03:58] ppdet.engine INFO: Epoch: [55] [1840/3251] learning_rate: 0.082603 loss_vfl: 0.797247 loss_bbox: 0.261980 loss_dfl: 0.174463 loss: 1.258752 eta: 3 days, 15:18:05 batch_cost: 2.1678 data_cost: 0.0009 ips: 12.9162 images/s [11/16 17:04:44] ppdet.engine INFO: Epoch: [55] [1860/3251] learning_rate: 0.082584 loss_vfl: 0.799970 loss_bbox: 0.258857 loss_dfl: 0.175125 loss: 1.241730 eta: 3 days, 15:17:21 batch_cost: 2.1888 data_cost: 0.0011 ips: 12.7926 images/s [11/16 17:05:30] ppdet.engine INFO: Epoch: [55] [1880/3251] learning_rate: 0.082565 loss_vfl: 0.805885 loss_bbox: 0.255670 loss_dfl: 0.182276 loss: 1.267372 eta: 3 days, 15:16:39 batch_cost: 2.2244 data_cost: 0.0018 ips: 12.5875 images/s [11/16 17:06:17] ppdet.engine INFO: Epoch: [55] [1900/3251] learning_rate: 0.082546 loss_vfl: 0.806349 loss_bbox: 0.291117 loss_dfl: 0.183875 loss: 1.271569 eta: 3 days, 15:15:56 batch_cost: 2.2266 data_cost: 0.0014 ips: 12.5751 images/s [11/16 17:07:03] ppdet.engine INFO: Epoch: [55] [1920/3251] learning_rate: 0.082527 loss_vfl: 0.818422 loss_bbox: 0.286822 loss_dfl: 0.200940 loss: 1.308737 eta: 3 days, 15:15:11 batch_cost: 2.1145 data_cost: 0.0010 ips: 13.2416 images/s [11/16 17:07:50] ppdet.engine INFO: Epoch: [55] [1940/3251] learning_rate: 0.082508 loss_vfl: 0.801404 loss_bbox: 0.268238 loss_dfl: 0.184818 loss: 1.247122 eta: 3 days, 15:14:30 batch_cost: 2.2812 data_cost: 0.0036 ips: 12.2743 images/s [11/16 17:08:37] ppdet.engine INFO: Epoch: [55] [1960/3251] learning_rate: 0.082489 loss_vfl: 0.799402 loss_bbox: 0.290676 loss_dfl: 0.192807 loss: 1.273258 eta: 3 days, 15:13:46 batch_cost: 2.1848 data_cost: 0.0015 ips: 12.8160 images/s [11/16 17:09:22] ppdet.engine INFO: Epoch: [55] [1980/3251] learning_rate: 0.082470 loss_vfl: 0.802662 loss_bbox: 0.266651 loss_dfl: 0.179101 loss: 1.226549 eta: 3 days, 15:13:03 batch_cost: 2.1660 data_cost: 0.0011 ips: 12.9273 images/s [11/16 17:10:09] ppdet.engine INFO: Epoch: [55] [2000/3251] learning_rate: 0.082451 loss_vfl: 0.827567 loss_bbox: 0.250558 loss_dfl: 0.170453 loss: 1.231820 eta: 3 days, 15:12:21 batch_cost: 2.2681 data_cost: 0.0009 ips: 12.3451 images/s [11/16 17:10:57] ppdet.engine INFO: Epoch: [55] [2020/3251] learning_rate: 0.082432 loss_vfl: 0.805036 loss_bbox: 0.240572 loss_dfl: 0.172814 loss: 1.215550 eta: 3 days, 15:11:39 batch_cost: 2.2659 data_cost: 0.0010 ips: 12.3570 images/s [11/16 17:11:41] ppdet.engine INFO: Epoch: [55] [2040/3251] learning_rate: 0.082413 loss_vfl: 0.802051 loss_bbox: 0.266916 loss_dfl: 0.184503 loss: 1.251467 eta: 3 days, 15:10:53 batch_cost: 2.0709 data_cost: 0.0015 ips: 13.5209 images/s [11/16 17:12:26] ppdet.engine INFO: Epoch: [55] [2060/3251] learning_rate: 0.082394 loss_vfl: 0.794559 loss_bbox: 0.287751 loss_dfl: 0.192571 loss: 1.286216 eta: 3 days, 15:10:09 batch_cost: 2.1167 data_cost: 0.0010 ips: 13.2280 images/s [11/16 17:13:13] ppdet.engine INFO: Epoch: [55] [2080/3251] learning_rate: 0.082375 loss_vfl: 0.784689 loss_bbox: 0.272582 loss_dfl: 0.184605 loss: 1.259088 eta: 3 days, 15:09:26 batch_cost: 2.1895 data_cost: 0.0010 ips: 12.7885 images/s [11/16 17:13:59] ppdet.engine INFO: Epoch: [55] [2100/3251] learning_rate: 0.082356 loss_vfl: 0.789067 loss_bbox: 0.268878 loss_dfl: 0.173720 loss: 1.302507 eta: 3 days, 15:08:42 batch_cost: 2.1919 data_cost: 0.0010 ips: 12.7746 images/s [11/16 17:14:45] ppdet.engine INFO: Epoch: [55] [2120/3251] learning_rate: 0.082337 loss_vfl: 0.773105 loss_bbox: 0.300958 loss_dfl: 0.203841 loss: 1.290098 eta: 3 days, 15:07:58 batch_cost: 2.1023 data_cost: 0.0011 ips: 13.3187 images/s [11/16 17:15:34] ppdet.engine INFO: Epoch: [55] [2140/3251] learning_rate: 0.082318 loss_vfl: 0.799840 loss_bbox: 0.285431 loss_dfl: 0.196609 loss: 1.293001 eta: 3 days, 15:07:16 batch_cost: 2.2848 data_cost: 0.0010 ips: 12.2550 images/s [11/16 17:16:22] ppdet.engine INFO: Epoch: [55] [2160/3251] learning_rate: 0.082299 loss_vfl: 0.779072 loss_bbox: 0.266386 loss_dfl: 0.174192 loss: 1.244409 eta: 3 days, 15:06:34 batch_cost: 2.3006 data_cost: 0.0011 ips: 12.1706 images/s [11/16 17:17:08] ppdet.engine INFO: Epoch: [55] [2180/3251] learning_rate: 0.082279 loss_vfl: 0.805443 loss_bbox: 0.276773 loss_dfl: 0.178912 loss: 1.261441 eta: 3 days, 15:05:51 batch_cost: 2.1905 data_cost: 0.0009 ips: 12.7824 images/s [11/16 17:17:55] ppdet.engine INFO: Epoch: [55] [2200/3251] learning_rate: 0.082260 loss_vfl: 0.816774 loss_bbox: 0.233312 loss_dfl: 0.168522 loss: 1.203117 eta: 3 days, 15:05:09 batch_cost: 2.2764 data_cost: 0.0009 ips: 12.3002 images/s [11/16 17:18:43] ppdet.engine INFO: Epoch: [55] [2220/3251] learning_rate: 0.082241 loss_vfl: 0.812525 loss_bbox: 0.291031 loss_dfl: 0.199169 loss: 1.299824 eta: 3 days, 15:04:28 batch_cost: 2.3194 data_cost: 0.0010 ips: 12.0723 images/s [11/16 17:19:30] ppdet.engine INFO: Epoch: [55] [2240/3251] learning_rate: 0.082222 loss_vfl: 0.812728 loss_bbox: 0.292108 loss_dfl: 0.196016 loss: 1.301426 eta: 3 days, 15:03:44 batch_cost: 2.1803 data_cost: 0.0012 ips: 12.8425 images/s [11/16 17:20:15] ppdet.engine INFO: Epoch: [55] [2260/3251] learning_rate: 0.082203 loss_vfl: 0.791811 loss_bbox: 0.272835 loss_dfl: 0.186586 loss: 1.262551 eta: 3 days, 15:03:00 batch_cost: 2.1400 data_cost: 0.0009 ips: 13.0844 images/s [11/16 17:21:02] ppdet.engine INFO: Epoch: [55] [2280/3251] learning_rate: 0.082184 loss_vfl: 0.783843 loss_bbox: 0.262825 loss_dfl: 0.176163 loss: 1.234168 eta: 3 days, 15:02:16 batch_cost: 2.1170 data_cost: 0.0010 ips: 13.2262 images/s [11/16 17:21:46] ppdet.engine INFO: Epoch: [55] [2300/3251] learning_rate: 0.082165 loss_vfl: 0.803983 loss_bbox: 0.300778 loss_dfl: 0.186300 loss: 1.281361 eta: 3 days, 15:01:30 batch_cost: 2.0498 data_cost: 0.0012 ips: 13.6601 images/s [11/16 17:22:32] ppdet.engine INFO: Epoch: [55] [2320/3251] learning_rate: 0.082146 loss_vfl: 0.832162 loss_bbox: 0.269034 loss_dfl: 0.187433 loss: 1.269790 eta: 3 days, 15:00:47 batch_cost: 2.1770 data_cost: 0.0013 ips: 12.8618 images/s [11/16 17:23:18] ppdet.engine INFO: Epoch: [55] [2340/3251] learning_rate: 0.082127 loss_vfl: 0.802057 loss_bbox: 0.258143 loss_dfl: 0.179014 loss: 1.233703 eta: 3 days, 15:00:04 batch_cost: 2.2144 data_cost: 0.0010 ips: 12.6447 images/s [11/16 17:24:04] ppdet.engine INFO: Epoch: [55] [2360/3251] learning_rate: 0.082108 loss_vfl: 0.794518 loss_bbox: 0.247412 loss_dfl: 0.169145 loss: 1.186981 eta: 3 days, 14:59:21 batch_cost: 2.2185 data_cost: 0.0015 ips: 12.6213 images/s [11/16 17:24:49] ppdet.engine INFO: Epoch: [55] [2380/3251] learning_rate: 0.082089 loss_vfl: 0.806594 loss_bbox: 0.270328 loss_dfl: 0.189943 loss: 1.267568 eta: 3 days, 14:58:36 batch_cost: 2.0784 data_cost: 0.0010 ips: 13.4721 images/s [11/16 17:25:37] ppdet.engine INFO: Epoch: [55] [2400/3251] learning_rate: 0.082070 loss_vfl: 0.805311 loss_bbox: 0.234550 loss_dfl: 0.168371 loss: 1.254159 eta: 3 days, 14:57:54 batch_cost: 2.2883 data_cost: 0.0011 ips: 12.2363 images/s [11/16 17:26:23] ppdet.engine INFO: Epoch: [55] [2420/3251] learning_rate: 0.082051 loss_vfl: 0.810844 loss_bbox: 0.309539 loss_dfl: 0.197872 loss: 1.347425 eta: 3 days, 14:57:12 batch_cost: 2.2300 data_cost: 0.0010 ips: 12.5560 images/s [11/16 17:27:09] ppdet.engine INFO: Epoch: [55] [2440/3251] learning_rate: 0.082032 loss_vfl: 0.787957 loss_bbox: 0.282921 loss_dfl: 0.192050 loss: 1.295555 eta: 3 days, 14:56:29 batch_cost: 2.1970 data_cost: 0.0010 ips: 12.7444 images/s [11/16 17:27:57] ppdet.engine INFO: Epoch: [55] [2460/3251] learning_rate: 0.082013 loss_vfl: 0.805273 loss_bbox: 0.264014 loss_dfl: 0.178685 loss: 1.264593 eta: 3 days, 14:55:46 batch_cost: 2.2604 data_cost: 0.0010 ips: 12.3871 images/s [11/16 17:28:42] ppdet.engine INFO: Epoch: [55] [2480/3251] learning_rate: 0.081994 loss_vfl: 0.798728 loss_bbox: 0.284415 loss_dfl: 0.187566 loss: 1.270324 eta: 3 days, 14:55:01 batch_cost: 2.0398 data_cost: 0.0010 ips: 13.7268 images/s [11/16 17:29:29] ppdet.engine INFO: Epoch: [55] [2500/3251] learning_rate: 0.081975 loss_vfl: 0.784579 loss_bbox: 0.285710 loss_dfl: 0.191380 loss: 1.291092 eta: 3 days, 14:54:19 batch_cost: 2.2791 data_cost: 0.0009 ips: 12.2854 images/s [11/16 17:30:16] ppdet.engine INFO: Epoch: [55] [2520/3251] learning_rate: 0.081956 loss_vfl: 0.804542 loss_bbox: 0.274722 loss_dfl: 0.189211 loss: 1.254750 eta: 3 days, 14:53:36 batch_cost: 2.2360 data_cost: 0.0010 ips: 12.5221 images/s [11/16 17:31:00] ppdet.engine INFO: Epoch: [55] [2540/3251] learning_rate: 0.081937 loss_vfl: 0.801312 loss_bbox: 0.280446 loss_dfl: 0.181058 loss: 1.265440 eta: 3 days, 14:52:51 batch_cost: 2.0928 data_cost: 0.0011 ips: 13.3791 images/s [11/16 17:31:47] ppdet.engine INFO: Epoch: [55] [2560/3251] learning_rate: 0.081918 loss_vfl: 0.781768 loss_bbox: 0.261880 loss_dfl: 0.182006 loss: 1.264193 eta: 3 days, 14:52:08 batch_cost: 2.1530 data_cost: 0.0011 ips: 13.0048 images/s [11/16 17:32:36] ppdet.engine INFO: Epoch: [55] [2580/3251] learning_rate: 0.081899 loss_vfl: 0.779584 loss_bbox: 0.269341 loss_dfl: 0.183796 loss: 1.220978 eta: 3 days, 14:51:27 batch_cost: 2.3723 data_cost: 0.0009 ips: 11.8031 images/s [11/16 17:33:20] ppdet.engine INFO: Epoch: [55] [2600/3251] learning_rate: 0.081880 loss_vfl: 0.769892 loss_bbox: 0.306965 loss_dfl: 0.198454 loss: 1.305651 eta: 3 days, 14:50:41 batch_cost: 2.0014 data_cost: 0.0009 ips: 13.9905 images/s [11/16 17:34:05] ppdet.engine INFO: Epoch: [55] [2620/3251] learning_rate: 0.081861 loss_vfl: 0.764898 loss_bbox: 0.236625 loss_dfl: 0.161516 loss: 1.172128 eta: 3 days, 14:49:55 batch_cost: 2.0411 data_cost: 0.0015 ips: 13.7179 images/s [11/16 17:34:52] ppdet.engine INFO: Epoch: [55] [2640/3251] learning_rate: 0.081842 loss_vfl: 0.790526 loss_bbox: 0.276015 loss_dfl: 0.184979 loss: 1.244043 eta: 3 days, 14:49:12 batch_cost: 2.1721 data_cost: 0.0012 ips: 12.8908 images/s [11/16 17:35:38] ppdet.engine INFO: Epoch: [55] [2660/3251] learning_rate: 0.081823 loss_vfl: 0.801805 loss_bbox: 0.283668 loss_dfl: 0.191484 loss: 1.247454 eta: 3 days, 14:48:28 batch_cost: 2.1389 data_cost: 0.0010 ips: 13.0906 images/s [11/16 17:36:24] ppdet.engine INFO: Epoch: [55] [2680/3251] learning_rate: 0.081804 loss_vfl: 0.792052 loss_bbox: 0.289504 loss_dfl: 0.199652 loss: 1.305939 eta: 3 days, 14:47:44 batch_cost: 2.1414 data_cost: 0.0010 ips: 13.0757 images/s [11/16 17:37:11] ppdet.engine INFO: Epoch: [55] [2700/3251] learning_rate: 0.081785 loss_vfl: 0.813652 loss_bbox: 0.301451 loss_dfl: 0.202992 loss: 1.348620 eta: 3 days, 14:47:01 batch_cost: 2.2614 data_cost: 0.0010 ips: 12.3816 images/s [11/16 17:37:55] ppdet.engine INFO: Epoch: [55] [2720/3251] learning_rate: 0.081766 loss_vfl: 0.796378 loss_bbox: 0.302585 loss_dfl: 0.197145 loss: 1.305924 eta: 3 days, 14:46:16 batch_cost: 2.0672 data_cost: 0.0011 ips: 13.5447 images/s [11/16 17:38:43] ppdet.engine INFO: Epoch: [55] [2740/3251] learning_rate: 0.081747 loss_vfl: 0.795710 loss_bbox: 0.296978 loss_dfl: 0.194500 loss: 1.293673 eta: 3 days, 14:45:34 batch_cost: 2.2319 data_cost: 0.0009 ips: 12.5454 images/s [11/16 17:39:28] ppdet.engine INFO: Epoch: [55] [2760/3251] learning_rate: 0.081728 loss_vfl: 0.782240 loss_bbox: 0.266401 loss_dfl: 0.185192 loss: 1.255480 eta: 3 days, 14:44:49 batch_cost: 2.1403 data_cost: 0.0010 ips: 13.0821 images/s [11/16 17:40:17] ppdet.engine INFO: Epoch: [55] [2780/3251] learning_rate: 0.081709 loss_vfl: 0.818119 loss_bbox: 0.279633 loss_dfl: 0.187036 loss: 1.302752 eta: 3 days, 14:44:07 batch_cost: 2.2425 data_cost: 0.0009 ips: 12.4859 images/s [11/16 17:41:04] ppdet.engine INFO: Epoch: [55] [2800/3251] learning_rate: 0.081690 loss_vfl: 0.821686 loss_bbox: 0.263916 loss_dfl: 0.176883 loss: 1.246548 eta: 3 days, 14:43:24 batch_cost: 2.2189 data_cost: 0.0011 ips: 12.6186 images/s [11/16 17:41:50] ppdet.engine INFO: Epoch: [55] [2820/3251] learning_rate: 0.081671 loss_vfl: 0.804420 loss_bbox: 0.296617 loss_dfl: 0.196335 loss: 1.287026 eta: 3 days, 14:42:41 batch_cost: 2.2050 data_cost: 0.0010 ips: 12.6981 images/s [11/16 17:42:36] ppdet.engine INFO: Epoch: [55] [2840/3251] learning_rate: 0.081652 loss_vfl: 0.807101 loss_bbox: 0.268019 loss_dfl: 0.176257 loss: 1.245620 eta: 3 days, 14:41:58 batch_cost: 2.1761 data_cost: 0.0010 ips: 12.8671 images/s [11/16 17:43:25] ppdet.engine INFO: Epoch: [55] [2860/3251] learning_rate: 0.081633 loss_vfl: 0.798172 loss_bbox: 0.269707 loss_dfl: 0.175157 loss: 1.251808 eta: 3 days, 14:41:17 batch_cost: 2.3397 data_cost: 0.0011 ips: 11.9675 images/s [11/16 17:44:11] ppdet.engine INFO: Epoch: [55] [2880/3251] learning_rate: 0.081614 loss_vfl: 0.789728 loss_bbox: 0.266224 loss_dfl: 0.195093 loss: 1.225465 eta: 3 days, 14:40:33 batch_cost: 2.1478 data_cost: 0.0015 ips: 13.0363 images/s [11/16 17:44:57] ppdet.engine INFO: Epoch: [55] [2900/3251] learning_rate: 0.081595 loss_vfl: 0.798741 loss_bbox: 0.295891 loss_dfl: 0.192185 loss: 1.298336 eta: 3 days, 14:39:50 batch_cost: 2.1998 data_cost: 0.0011 ips: 12.7285 images/s [11/16 17:45:42] ppdet.engine INFO: Epoch: [55] [2920/3251] learning_rate: 0.081576 loss_vfl: 0.815175 loss_bbox: 0.256382 loss_dfl: 0.184583 loss: 1.264449 eta: 3 days, 14:39:05 batch_cost: 2.1315 data_cost: 0.0016 ips: 13.1361 images/s [11/16 17:46:26] ppdet.engine INFO: Epoch: [55] [2940/3251] learning_rate: 0.081557 loss_vfl: 0.795114 loss_bbox: 0.265069 loss_dfl: 0.173915 loss: 1.232767 eta: 3 days, 14:38:21 batch_cost: 2.0955 data_cost: 0.0014 ips: 13.3622 images/s [11/16 17:47:14] ppdet.engine INFO: Epoch: [55] [2960/3251] learning_rate: 0.081538 loss_vfl: 0.776584 loss_bbox: 0.294896 loss_dfl: 0.192329 loss: 1.264007 eta: 3 days, 14:37:38 batch_cost: 2.2153 data_cost: 0.0009 ips: 12.6392 images/s [11/16 17:48:03] ppdet.engine INFO: Epoch: [55] [2980/3251] learning_rate: 0.081519 loss_vfl: 0.788747 loss_bbox: 0.274279 loss_dfl: 0.183926 loss: 1.253004 eta: 3 days, 14:36:57 batch_cost: 2.3517 data_cost: 0.0012 ips: 11.9061 images/s [11/16 17:48:50] ppdet.engine INFO: Epoch: [55] [3000/3251] learning_rate: 0.081500 loss_vfl: 0.810249 loss_bbox: 0.248227 loss_dfl: 0.171506 loss: 1.260417 eta: 3 days, 14:36:14 batch_cost: 2.1841 data_cost: 0.0012 ips: 12.8198 images/s [11/16 17:49:36] ppdet.engine INFO: Epoch: [55] [3020/3251] learning_rate: 0.081481 loss_vfl: 0.813168 loss_bbox: 0.289343 loss_dfl: 0.194782 loss: 1.269507 eta: 3 days, 14:35:30 batch_cost: 2.1992 data_cost: 0.0055 ips: 12.7319 images/s [11/16 17:50:23] ppdet.engine INFO: Epoch: [55] [3040/3251] learning_rate: 0.081462 loss_vfl: 0.813677 loss_bbox: 0.279277 loss_dfl: 0.182880 loss: 1.299116 eta: 3 days, 14:34:47 batch_cost: 2.1564 data_cost: 0.0010 ips: 12.9844 images/s [11/16 17:51:08] ppdet.engine INFO: Epoch: [55] [3060/3251] learning_rate: 0.081443 loss_vfl: 0.795861 loss_bbox: 0.293515 loss_dfl: 0.197760 loss: 1.281657 eta: 3 days, 14:34:02 batch_cost: 2.1070 data_cost: 0.0010 ips: 13.2889 images/s [11/16 17:51:55] ppdet.engine INFO: Epoch: [55] [3080/3251] learning_rate: 0.081424 loss_vfl: 0.783776 loss_bbox: 0.273025 loss_dfl: 0.192044 loss: 1.287323 eta: 3 days, 14:33:18 batch_cost: 2.1512 data_cost: 0.0010 ips: 13.0160 images/s [11/16 17:52:42] ppdet.engine INFO: Epoch: [55] [3100/3251] learning_rate: 0.081405 loss_vfl: 0.806288 loss_bbox: 0.286062 loss_dfl: 0.186149 loss: 1.275828 eta: 3 days, 14:32:35 batch_cost: 2.1923 data_cost: 0.0009 ips: 12.7720 images/s [11/16 17:53:28] ppdet.engine INFO: Epoch: [55] [3120/3251] learning_rate: 0.081386 loss_vfl: 0.806301 loss_bbox: 0.291470 loss_dfl: 0.191133 loss: 1.270533 eta: 3 days, 14:31:50 batch_cost: 2.0907 data_cost: 0.0011 ips: 13.3926 images/s [11/16 17:54:15] ppdet.engine INFO: Epoch: [55] [3140/3251] learning_rate: 0.081367 loss_vfl: 0.794938 loss_bbox: 0.312054 loss_dfl: 0.202692 loss: 1.333556 eta: 3 days, 14:31:07 batch_cost: 2.2272 data_cost: 0.0010 ips: 12.5718 images/s [11/16 17:55:03] ppdet.engine INFO: Epoch: [55] [3160/3251] learning_rate: 0.081348 loss_vfl: 0.809129 loss_bbox: 0.313746 loss_dfl: 0.190252 loss: 1.308573 eta: 3 days, 14:30:26 batch_cost: 2.2927 data_cost: 0.0011 ips: 12.2126 images/s [11/16 17:55:49] ppdet.engine INFO: Epoch: [55] [3180/3251] learning_rate: 0.081329 loss_vfl: 0.799067 loss_bbox: 0.304922 loss_dfl: 0.204487 loss: 1.310882 eta: 3 days, 14:29:42 batch_cost: 2.1690 data_cost: 0.0009 ips: 12.9091 images/s [11/16 17:56:37] ppdet.engine INFO: Epoch: [55] [3200/3251] learning_rate: 0.081310 loss_vfl: 0.798945 loss_bbox: 0.274025 loss_dfl: 0.184390 loss: 1.262082 eta: 3 days, 14:29:00 batch_cost: 2.2535 data_cost: 0.0011 ips: 12.4251 images/s [11/16 17:57:24] ppdet.engine INFO: Epoch: [55] [3220/3251] learning_rate: 0.081291 loss_vfl: 0.779501 loss_bbox: 0.262243 loss_dfl: 0.175224 loss: 1.229208 eta: 3 days, 14:28:17 batch_cost: 2.2535 data_cost: 0.0009 ips: 12.4249 images/s [11/16 17:58:09] ppdet.engine INFO: Epoch: [55] [3240/3251] learning_rate: 0.081272 loss_vfl: 0.813030 loss_bbox: 0.280110 loss_dfl: 0.184354 loss: 1.294417 eta: 3 days, 14:27:33 batch_cost: 2.1439 data_cost: 0.0019 ips: 13.0602 images/s [11/16 17:58:28] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_lcnet_2_5x_640_mainbody [11/16 17:58:28] ppdet.engine INFO: Eval iter: 0 [11/16 17:59:17] ppdet.engine INFO: Eval iter: 100 [11/16 17:59:44] ppdet.engine INFO: Eval iter: 200 [11/16 18:00:10] ppdet.engine INFO: Eval iter: 300 [11/16 18:00:36] ppdet.engine INFO: Eval iter: 400 [11/16 18:01:03] ppdet.engine INFO: Eval iter: 500 [11/16 18:01:29] ppdet.engine INFO: Eval iter: 600 [11/16 18:01:55] ppdet.engine INFO: Eval iter: 700 [11/16 18:02:23] ppdet.engine INFO: Eval iter: 800 [11/16 18:02:49] ppdet.engine INFO: Eval iter: 900 [11/16 18:03:16] ppdet.engine INFO: Eval iter: 1000 [11/16 18:03:42] ppdet.engine INFO: Eval iter: 1100 [11/16 18:04:08] ppdet.engine INFO: Eval iter: 1200 [11/16 18:04:34] ppdet.engine INFO: Eval iter: 1300 [11/16 18:05:00] ppdet.engine INFO: Eval iter: 1400 [11/16 18:05:28] ppdet.engine INFO: Eval iter: 1500 [11/16 18:05:55] ppdet.engine INFO: Eval iter: 1600 [11/16 18:06:22] ppdet.engine INFO: Eval iter: 1700 [11/16 18:06:48] ppdet.engine INFO: Eval iter: 1800 [11/16 18:07:15] ppdet.engine INFO: Eval iter: 1900 [11/16 18:07:42] ppdet.engine INFO: Eval iter: 2000 [11/16 18:08:10] ppdet.engine INFO: Eval iter: 2100 [11/16 18:08:37] ppdet.engine INFO: Eval iter: 2200 [11/16 18:09:06] ppdet.engine INFO: Eval iter: 2300 [11/16 18:10:05] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json. loading annotations into memory... Done (t=1.20s) creating index... index created! [11/16 18:10:06] ppdet.metrics.coco_utils INFO: Start evaluate... Loading and preparing results... DONE (t=17.72s) creating index... index created! Running per image evaluation... Evaluate annotation type *bbox* DONE (t=370.29s). Accumulating evaluation results... DONE (t=28.80s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.406 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.608 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.433 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.219 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.449 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.539 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.083 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.398 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.605 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.361 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.627 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.768 [11/16 18:17:06] ppdet.engine INFO: Total sample number: 19074, averge FPS: 28.781274483818162 [11/16 18:17:06] ppdet.engine INFO: Best test bbox ap is 0.415. [11/16 18:17:08] ppdet.engine INFO: Epoch: [56] [ 0/3251] learning_rate: 0.081262 loss_vfl: 0.805549 loss_bbox: 0.273061 loss_dfl: 0.176564 loss: 1.263699 eta: 3 days, 14:26:59 batch_cost: 1.4486 data_cost: 0.0013 ips: 19.3284 images/s [11/16 18:17:55] ppdet.engine INFO: Epoch: [56] [ 20/3251] learning_rate: 0.081243 loss_vfl: 0.783699 loss_bbox: 0.273803 loss_dfl: 0.184167 loss: 1.240336 eta: 3 days, 14:26:15 batch_cost: 2.1572 data_cost: 0.0011 ips: 12.9799 images/s [11/16 18:18:40] ppdet.engine INFO: Epoch: [56] [ 40/3251] learning_rate: 0.081224 loss_vfl: 0.806742 loss_bbox: 0.319883 loss_dfl: 0.204419 loss: 1.338579 eta: 3 days, 14:25:30 batch_cost: 2.1000 data_cost: 0.0012 ips: 13.3332 images/s [11/16 18:19:28] ppdet.engine INFO: Epoch: [56] [ 60/3251] learning_rate: 0.081205 loss_vfl: 0.792124 loss_bbox: 0.283153 loss_dfl: 0.179855 loss: 1.270354 eta: 3 days, 14:24:48 batch_cost: 2.2359 data_cost: 0.0010 ips: 12.5229 images/s [11/16 18:20:16] ppdet.engine INFO: Epoch: [56] [ 80/3251] learning_rate: 0.081186 loss_vfl: 0.795148 loss_bbox: 0.297304 loss_dfl: 0.199826 loss: 1.276253 eta: 3 days, 14:24:05 batch_cost: 2.2432 data_cost: 0.0010 ips: 12.4824 images/s [11/16 18:21:00] ppdet.engine INFO: Epoch: [56] [ 100/3251] learning_rate: 0.081167 loss_vfl: 0.836532 loss_bbox: 0.260705 loss_dfl: 0.169981 loss: 1.296988 eta: 3 days, 14:23:20 batch_cost: 2.0793 data_cost: 0.0009 ips: 13.4662 images/s [11/16 18:21:47] ppdet.engine INFO: Epoch: [56] [ 120/3251] learning_rate: 0.081148 loss_vfl: 0.812463 loss_bbox: 0.272618 loss_dfl: 0.196472 loss: 1.287073 eta: 3 days, 14:22:35 batch_cost: 2.0532 data_cost: 0.0012 ips: 13.6375 images/s [11/16 18:22:34] ppdet.engine INFO: Epoch: [56] [ 140/3251] learning_rate: 0.081129 loss_vfl: 0.796642 loss_bbox: 0.273917 loss_dfl: 0.176833 loss: 1.281590 eta: 3 days, 14:21:52 batch_cost: 2.2085 data_cost: 0.0010 ips: 12.6785 images/s [11/16 18:23:21] ppdet.engine INFO: Epoch: [56] [ 160/3251] learning_rate: 0.081110 loss_vfl: 0.795744 loss_bbox: 0.257787 loss_dfl: 0.183344 loss: 1.255908 eta: 3 days, 14:21:08 batch_cost: 2.1935 data_cost: 0.0009 ips: 12.7652 images/s [11/16 18:24:08] ppdet.engine INFO: Epoch: [56] [ 180/3251] learning_rate: 0.081091 loss_vfl: 0.791834 loss_bbox: 0.278908 loss_dfl: 0.181126 loss: 1.258863 eta: 3 days, 14:20:26 batch_cost: 2.2498 data_cost: 0.0020 ips: 12.4457 images/s [11/16 18:24:54] ppdet.engine INFO: Epoch: [56] [ 200/3251] learning_rate: 0.081072 loss_vfl: 0.798361 loss_bbox: 0.255454 loss_dfl: 0.174110 loss: 1.253119 eta: 3 days, 14:19:43 batch_cost: 2.1744 data_cost: 0.0012 ips: 12.8771 images/s [11/16 18:25:38] ppdet.engine INFO: Epoch: [56] [ 220/3251] learning_rate: 0.081053 loss_vfl: 0.790967 loss_bbox: 0.276314 loss_dfl: 0.188083 loss: 1.281201 eta: 3 days, 14:18:58 batch_cost: 2.0954 data_cost: 0.0010 ips: 13.3625 images/s [11/16 18:26:24] ppdet.engine INFO: Epoch: [56] [ 240/3251] learning_rate: 0.081034 loss_vfl: 0.785528 loss_bbox: 0.250198 loss_dfl: 0.173130 loss: 1.240583 eta: 3 days, 14:18:14 batch_cost: 2.1518 data_cost: 0.0010 ips: 13.0122 images/s [11/16 18:27:11] ppdet.engine INFO: Epoch: [56] [ 260/3251] learning_rate: 0.081015 loss_vfl: 0.797932 loss_bbox: 0.279925 loss_dfl: 0.188223 loss: 1.295468 eta: 3 days, 14:17:30 batch_cost: 2.1527 data_cost: 0.0013 ips: 13.0070 images/s [11/16 18:27:55] ppdet.engine INFO: Epoch: [56] [ 280/3251] learning_rate: 0.080996 loss_vfl: 0.799192 loss_bbox: 0.282230 loss_dfl: 0.187238 loss: 1.237561 eta: 3 days, 14:16:45 batch_cost: 2.0863 data_cost: 0.0016 ips: 13.4211 images/s [11/16 18:28:42] ppdet.engine INFO: Epoch: [56] [ 300/3251] learning_rate: 0.080977 loss_vfl: 0.810410 loss_bbox: 0.285703 loss_dfl: 0.187292 loss: 1.275110 eta: 3 days, 14:16:02 batch_cost: 2.2307 data_cost: 0.0010 ips: 12.5518 images/s [11/16 18:29:28] ppdet.engine INFO: Epoch: [56] [ 320/3251] learning_rate: 0.080958 loss_vfl: 0.813046 loss_bbox: 0.282795 loss_dfl: 0.175084 loss: 1.260247 eta: 3 days, 14:15:18 batch_cost: 2.1033 data_cost: 0.0010 ips: 13.3126 images/s [11/16 18:30:15] ppdet.engine INFO: Epoch: [56] [ 340/3251] learning_rate: 0.080939 loss_vfl: 0.788754 loss_bbox: 0.264729 loss_dfl: 0.178420 loss: 1.261886 eta: 3 days, 14:14:35 batch_cost: 2.1993 data_cost: 0.0009 ips: 12.7313 images/s [11/16 18:31:03] ppdet.engine INFO: Epoch: [56] [ 360/3251] learning_rate: 0.080920 loss_vfl: 0.792529 loss_bbox: 0.308236 loss_dfl: 0.202014 loss: 1.294478 eta: 3 days, 14:13:53 batch_cost: 2.2840 data_cost: 0.0022 ips: 12.2590 images/s [11/16 18:31:53] ppdet.engine INFO: Epoch: [56] [ 380/3251] learning_rate: 0.080901 loss_vfl: 0.797285 loss_bbox: 0.251572 loss_dfl: 0.165712 loss: 1.233000 eta: 3 days, 14:13:12 batch_cost: 2.3556 data_cost: 0.0010 ips: 11.8865 images/s [11/16 18:32:40] ppdet.engine INFO: Epoch: [56] [ 400/3251] learning_rate: 0.080882 loss_vfl: 0.758636 loss_bbox: 0.268833 loss_dfl: 0.188156 loss: 1.224536 eta: 3 days, 14:12:29 batch_cost: 2.2166 data_cost: 0.0010 ips: 12.6319 images/s [11/16 18:33:27] ppdet.engine INFO: Epoch: [56] [ 420/3251] learning_rate: 0.080863 loss_vfl: 0.792068 loss_bbox: 0.281669 loss_dfl: 0.188986 loss: 1.272174 eta: 3 days, 14:11:46 batch_cost: 2.2080 data_cost: 0.0016 ips: 12.6809 images/s [11/16 18:34:12] ppdet.engine INFO: Epoch: [56] [ 440/3251] learning_rate: 0.080844 loss_vfl: 0.791470 loss_bbox: 0.256725 loss_dfl: 0.179088 loss: 1.224805 eta: 3 days, 14:11:02 batch_cost: 2.1399 data_cost: 0.0009 ips: 13.0845 images/s [11/16 18:34:59] ppdet.engine INFO: Epoch: [56] [ 460/3251] learning_rate: 0.080825 loss_vfl: 0.793895 loss_bbox: 0.260652 loss_dfl: 0.184617 loss: 1.276155 eta: 3 days, 14:10:19 batch_cost: 2.2267 data_cost: 0.0009 ips: 12.5749 images/s [11/16 18:35:47] ppdet.engine INFO: Epoch: [56] [ 480/3251] learning_rate: 0.080806 loss_vfl: 0.798456 loss_bbox: 0.269640 loss_dfl: 0.185681 loss: 1.259770 eta: 3 days, 14:09:37 batch_cost: 2.2297 data_cost: 0.0010 ips: 12.5575 images/s [11/16 18:36:35] ppdet.engine INFO: Epoch: [56] [ 500/3251] learning_rate: 0.080787 loss_vfl: 0.803062 loss_bbox: 0.249923 loss_dfl: 0.160526 loss: 1.262113 eta: 3 days, 14:08:55 batch_cost: 2.2895 data_cost: 0.0013 ips: 12.2300 images/s [11/16 18:37:23] ppdet.engine INFO: Epoch: [56] [ 520/3251] learning_rate: 0.080769 loss_vfl: 0.786933 loss_bbox: 0.250082 loss_dfl: 0.166008 loss: 1.207871 eta: 3 days, 14:08:13 batch_cost: 2.2781 data_cost: 0.0010 ips: 12.2907 images/s [11/16 18:38:12] ppdet.engine INFO: Epoch: [56] [ 540/3251] learning_rate: 0.080750 loss_vfl: 0.785147 loss_bbox: 0.291566 loss_dfl: 0.194715 loss: 1.297391 eta: 3 days, 14:07:31 batch_cost: 2.2350 data_cost: 0.0010 ips: 12.5282 images/s [11/16 18:38:58] ppdet.engine INFO: Epoch: [56] [ 560/3251] learning_rate: 0.080731 loss_vfl: 0.806658 loss_bbox: 0.228347 loss_dfl: 0.168067 loss: 1.216933 eta: 3 days, 14:06:48 batch_cost: 2.2039 data_cost: 0.0009 ips: 12.7045 images/s [11/16 18:39:45] ppdet.engine INFO: Epoch: [56] [ 580/3251] learning_rate: 0.080712 loss_vfl: 0.801489 loss_bbox: 0.238193 loss_dfl: 0.160071 loss: 1.213966 eta: 3 days, 14:06:05 batch_cost: 2.2411 data_cost: 0.0014 ips: 12.4939 images/s [11/16 18:40:32] ppdet.engine INFO: Epoch: [56] [ 600/3251] learning_rate: 0.080693 loss_vfl: 0.787517 loss_bbox: 0.273373 loss_dfl: 0.176727 loss: 1.241416 eta: 3 days, 14:05:22 batch_cost: 2.1788 data_cost: 0.0009 ips: 12.8508 images/s [11/16 18:41:16] ppdet.engine INFO: Epoch: [56] [ 620/3251] learning_rate: 0.080674 loss_vfl: 0.792941 loss_bbox: 0.257207 loss_dfl: 0.177373 loss: 1.260836 eta: 3 days, 14:04:37 batch_cost: 2.0904 data_cost: 0.0023 ips: 13.3945 images/s [11/16 18:42:01] ppdet.engine INFO: Epoch: [56] [ 640/3251] learning_rate: 0.080655 loss_vfl: 0.795368 loss_bbox: 0.274886 loss_dfl: 0.178585 loss: 1.287496 eta: 3 days, 14:03:52 batch_cost: 2.1247 data_cost: 0.0010 ips: 13.1784 images/s [11/16 18:42:49] ppdet.engine INFO: Epoch: [56] [ 660/3251] learning_rate: 0.080636 loss_vfl: 0.809813 loss_bbox: 0.302833 loss_dfl: 0.194300 loss: 1.288393 eta: 3 days, 14:03:10 batch_cost: 2.2311 data_cost: 0.0011 ips: 12.5498 images/s [11/16 18:43:35] ppdet.engine INFO: Epoch: [56] [ 680/3251] learning_rate: 0.080617 loss_vfl: 0.800195 loss_bbox: 0.259984 loss_dfl: 0.182316 loss: 1.253776 eta: 3 days, 14:02:26 batch_cost: 2.1614 data_cost: 0.0010 ips: 12.9549 images/s [11/16 18:44:21] ppdet.engine INFO: Epoch: [56] [ 700/3251] learning_rate: 0.080598 loss_vfl: 0.821781 loss_bbox: 0.292456 loss_dfl: 0.188923 loss: 1.296714 eta: 3 days, 14:01:42 batch_cost: 2.1594 data_cost: 0.0013 ips: 12.9666 images/s [11/16 18:45:08] ppdet.engine INFO: Epoch: [56] [ 720/3251] learning_rate: 0.080579 loss_vfl: 0.810785 loss_bbox: 0.254437 loss_dfl: 0.177305 loss: 1.257211 eta: 3 days, 14:01:00 batch_cost: 2.2453 data_cost: 0.0020 ips: 12.4702 images/s [11/16 18:45:56] ppdet.engine INFO: Epoch: [56] [ 740/3251] learning_rate: 0.080560 loss_vfl: 0.791220 loss_bbox: 0.255234 loss_dfl: 0.174121 loss: 1.211875 eta: 3 days, 14:00:17 batch_cost: 2.2275 data_cost: 0.0015 ips: 12.5699 images/s [11/16 18:46:43] ppdet.engine INFO: Epoch: [56] [ 760/3251] learning_rate: 0.080541 loss_vfl: 0.816637 loss_bbox: 0.286815 loss_dfl: 0.185423 loss: 1.276408 eta: 3 days, 13:59:34 batch_cost: 2.2284 data_cost: 0.0011 ips: 12.5652 images/s [11/16 18:47:32] ppdet.engine INFO: Epoch: [56] [ 780/3251] learning_rate: 0.080522 loss_vfl: 0.785107 loss_bbox: 0.309114 loss_dfl: 0.199664 loss: 1.291479 eta: 3 days, 13:58:54 batch_cost: 2.3498 data_cost: 0.0010 ips: 11.9160 images/s [11/16 18:48:18] ppdet.engine INFO: Epoch: [56] [ 800/3251] learning_rate: 0.080503 loss_vfl: 0.822737 loss_bbox: 0.267399 loss_dfl: 0.179542 loss: 1.262733 eta: 3 days, 13:58:10 batch_cost: 2.1450 data_cost: 0.0010 ips: 13.0539 images/s [11/16 18:49:04] ppdet.engine INFO: Epoch: [56] [ 820/3251] learning_rate: 0.080484 loss_vfl: 0.790518 loss_bbox: 0.276820 loss_dfl: 0.180109 loss: 1.283144 eta: 3 days, 13:57:25 batch_cost: 2.1365 data_cost: 0.0011 ips: 13.1054 images/s [11/16 18:49:51] ppdet.engine INFO: Epoch: [56] [ 840/3251] learning_rate: 0.080465 loss_vfl: 0.773500 loss_bbox: 0.254513 loss_dfl: 0.176646 loss: 1.194965 eta: 3 days, 13:56:42 batch_cost: 2.1527 data_cost: 0.0010 ips: 13.0070 images/s [11/16 18:50:40] ppdet.engine INFO: Epoch: [56] [ 860/3251] learning_rate: 0.080446 loss_vfl: 0.796499 loss_bbox: 0.298059 loss_dfl: 0.203676 loss: 1.294673 eta: 3 days, 13:56:01 batch_cost: 2.3553 data_cost: 0.0009 ips: 11.8882 images/s [11/16 18:51:30] ppdet.engine INFO: Epoch: [56] [ 880/3251] learning_rate: 0.080427 loss_vfl: 0.819489 loss_bbox: 0.271956 loss_dfl: 0.180302 loss: 1.263826 eta: 3 days, 13:55:20 batch_cost: 2.3433 data_cost: 0.0011 ips: 11.9487 images/s [11/16 18:52:17] ppdet.engine INFO: Epoch: [56] [ 900/3251] learning_rate: 0.080408 loss_vfl: 0.821156 loss_bbox: 0.259960 loss_dfl: 0.173083 loss: 1.219550 eta: 3 days, 13:54:38 batch_cost: 2.2544 data_cost: 0.0010 ips: 12.4204 images/s [11/16 18:53:01] ppdet.engine INFO: Epoch: [56] [ 920/3251] learning_rate: 0.080389 loss_vfl: 0.809991 loss_bbox: 0.259647 loss_dfl: 0.173061 loss: 1.268382 eta: 3 days, 13:53:53 batch_cost: 2.1031 data_cost: 0.0009 ips: 13.3137 images/s [11/16 18:53:48] ppdet.engine INFO: Epoch: [56] [ 940/3251] learning_rate: 0.080370 loss_vfl: 0.779839 loss_bbox: 0.265807 loss_dfl: 0.183916 loss: 1.223017 eta: 3 days, 13:53:09 batch_cost: 2.1455 data_cost: 0.0010 ips: 13.0507 images/s [11/16 18:54:33] ppdet.engine INFO: Epoch: [56] [ 960/3251] learning_rate: 0.080351 loss_vfl: 0.814349 loss_bbox: 0.280271 loss_dfl: 0.184907 loss: 1.306914 eta: 3 days, 13:52:26 batch_cost: 2.1756 data_cost: 0.0009 ips: 12.8698 images/s [11/16 18:55:20] ppdet.engine INFO: Epoch: [56] [ 980/3251] learning_rate: 0.080332 loss_vfl: 0.795204 loss_bbox: 0.293967 loss_dfl: 0.189393 loss: 1.256849 eta: 3 days, 13:51:43 batch_cost: 2.2365 data_cost: 0.0010 ips: 12.5196 images/s [11/16 18:56:06] ppdet.engine INFO: Epoch: [56] [1000/3251] learning_rate: 0.080314 loss_vfl: 0.788690 loss_bbox: 0.273918 loss_dfl: 0.178302 loss: 1.268569 eta: 3 days, 13:50:59 batch_cost: 2.1582 data_cost: 0.0010 ips: 12.9736 images/s [11/16 18:56:54] ppdet.engine INFO: Epoch: [56] [1020/3251] learning_rate: 0.080295 loss_vfl: 0.819164 loss_bbox: 0.274017 loss_dfl: 0.193183 loss: 1.275374 eta: 3 days, 13:50:16 batch_cost: 2.2182 data_cost: 0.0009 ips: 12.6231 images/s [11/16 18:57:39] ppdet.engine INFO: Epoch: [56] [1040/3251] learning_rate: 0.080276 loss_vfl: 0.826720 loss_bbox: 0.279176 loss_dfl: 0.192167 loss: 1.306169 eta: 3 days, 13:49:33 batch_cost: 2.1622 data_cost: 0.0010 ips: 12.9500 images/s [11/16 18:58:24] ppdet.engine INFO: Epoch: [56] [1060/3251] learning_rate: 0.080257 loss_vfl: 0.787910 loss_bbox: 0.284822 loss_dfl: 0.190044 loss: 1.266763 eta: 3 days, 13:48:48 batch_cost: 2.1088 data_cost: 0.0010 ips: 13.2777 images/s [11/16 18:59:13] ppdet.engine INFO: Epoch: [56] [1080/3251] learning_rate: 0.080238 loss_vfl: 0.799828 loss_bbox: 0.288088 loss_dfl: 0.190965 loss: 1.251179 eta: 3 days, 13:48:07 batch_cost: 2.3285 data_cost: 0.0010 ips: 12.0249 images/s [11/16 19:00:01] ppdet.engine INFO: Epoch: [56] [1100/3251] learning_rate: 0.080219 loss_vfl: 0.793325 loss_bbox: 0.286592 loss_dfl: 0.187343 loss: 1.251728 eta: 3 days, 13:47:25 batch_cost: 2.2983 data_cost: 0.0010 ips: 12.1828 images/s [11/16 19:00:48] ppdet.engine INFO: Epoch: [56] [1120/3251] learning_rate: 0.080200 loss_vfl: 0.797032 loss_bbox: 0.298542 loss_dfl: 0.193289 loss: 1.283829 eta: 3 days, 13:46:42 batch_cost: 2.2174 data_cost: 0.0010 ips: 12.6276 images/s [11/16 19:01:33] ppdet.engine INFO: Epoch: [56] [1140/3251] learning_rate: 0.080181 loss_vfl: 0.813332 loss_bbox: 0.259549 loss_dfl: 0.183495 loss: 1.261208 eta: 3 days, 13:45:58 batch_cost: 2.1502 data_cost: 0.0010 ips: 13.0219 images/s [11/16 19:02:19] ppdet.engine INFO: Epoch: [56] [1160/3251] learning_rate: 0.080162 loss_vfl: 0.784231 loss_bbox: 0.269806 loss_dfl: 0.178836 loss: 1.202060 eta: 3 days, 13:45:14 batch_cost: 2.1201 data_cost: 0.0010 ips: 13.2072 images/s [11/16 19:03:05] ppdet.engine INFO: Epoch: [56] [1180/3251] learning_rate: 0.080143 loss_vfl: 0.811845 loss_bbox: 0.287521 loss_dfl: 0.184253 loss: 1.281569 eta: 3 days, 13:44:31 batch_cost: 2.2087 data_cost: 0.0009 ips: 12.6771 images/s [11/16 19:03:52] ppdet.engine INFO: Epoch: [56] [1200/3251] learning_rate: 0.080124 loss_vfl: 0.785410 loss_bbox: 0.283258 loss_dfl: 0.176219 loss: 1.250634 eta: 3 days, 13:43:49 batch_cost: 2.2812 data_cost: 0.0009 ips: 12.2743 images/s [11/16 19:04:40] ppdet.engine INFO: Epoch: [56] [1220/3251] learning_rate: 0.080105 loss_vfl: 0.794745 loss_bbox: 0.281134 loss_dfl: 0.189180 loss: 1.271896 eta: 3 days, 13:43:07 batch_cost: 2.2361 data_cost: 0.0011 ips: 12.5216 images/s [11/16 19:05:28] ppdet.engine INFO: Epoch: [56] [1240/3251] learning_rate: 0.080086 loss_vfl: 0.789357 loss_bbox: 0.278468 loss_dfl: 0.186679 loss: 1.250085 eta: 3 days, 13:42:25 batch_cost: 2.2701 data_cost: 0.0011 ips: 12.3341 images/s [11/16 19:06:15] ppdet.engine INFO: Epoch: [56] [1260/3251] learning_rate: 0.080067 loss_vfl: 0.803689 loss_bbox: 0.248262 loss_dfl: 0.171619 loss: 1.227417 eta: 3 days, 13:41:41 batch_cost: 2.1551 data_cost: 0.0010 ips: 12.9927 images/s [11/16 19:07:01] ppdet.engine INFO: Epoch: [56] [1280/3251] learning_rate: 0.080048 loss_vfl: 0.795639 loss_bbox: 0.304983 loss_dfl: 0.198885 loss: 1.310344 eta: 3 days, 13:40:58 batch_cost: 2.1991 data_cost: 0.0009 ips: 12.7326 images/s [11/16 19:07:46] ppdet.engine INFO: Epoch: [56] [1300/3251] learning_rate: 0.080029 loss_vfl: 0.789205 loss_bbox: 0.265328 loss_dfl: 0.182597 loss: 1.240713 eta: 3 days, 13:40:13 batch_cost: 2.1392 data_cost: 0.0010 ips: 13.0888 images/s [11/16 19:08:33] ppdet.engine INFO: Epoch: [56] [1320/3251] learning_rate: 0.080010 loss_vfl: 0.787037 loss_bbox: 0.289069 loss_dfl: 0.196880 loss: 1.286748 eta: 3 days, 13:39:30 batch_cost: 2.1806 data_cost: 0.0009 ips: 12.8403 images/s [11/16 19:09:21] ppdet.engine INFO: Epoch: [56] [1340/3251] learning_rate: 0.079992 loss_vfl: 0.823345 loss_bbox: 0.260917 loss_dfl: 0.189522 loss: 1.265948 eta: 3 days, 13:38:48 batch_cost: 2.2904 data_cost: 0.0009 ips: 12.2251 images/s [11/16 19:10:09] ppdet.engine INFO: Epoch: [56] [1360/3251] learning_rate: 0.079973 loss_vfl: 0.818958 loss_bbox: 0.252251 loss_dfl: 0.168308 loss: 1.257293 eta: 3 days, 13:38:06 batch_cost: 2.2754 data_cost: 0.0009 ips: 12.3057 images/s [11/16 19:10:54] ppdet.engine INFO: Epoch: [56] [1380/3251] learning_rate: 0.079954 loss_vfl: 0.792123 loss_bbox: 0.301134 loss_dfl: 0.193267 loss: 1.315812 eta: 3 days, 13:37:23 batch_cost: 2.1881 data_cost: 0.0012 ips: 12.7965 images/s [11/16 19:11:41] ppdet.engine INFO: Epoch: [56] [1400/3251] learning_rate: 0.079935 loss_vfl: 0.788553 loss_bbox: 0.276691 loss_dfl: 0.177638 loss: 1.256629 eta: 3 days, 13:36:40 batch_cost: 2.2203 data_cost: 0.0010 ips: 12.6112 images/s [11/16 19:12:29] ppdet.engine INFO: Epoch: [56] [1420/3251] learning_rate: 0.079916 loss_vfl: 0.796973 loss_bbox: 0.286819 loss_dfl: 0.193573 loss: 1.259611 eta: 3 days, 13:35:58 batch_cost: 2.2576 data_cost: 0.0009 ips: 12.4026 images/s [11/16 19:13:17] ppdet.engine INFO: Epoch: [56] [1440/3251] learning_rate: 0.079897 loss_vfl: 0.805278 loss_bbox: 0.277400 loss_dfl: 0.176170 loss: 1.288606 eta: 3 days, 13:35:15 batch_cost: 2.2500 data_cost: 0.0009 ips: 12.4442 images/s [11/16 19:14:04] ppdet.engine INFO: Epoch: [56] [1460/3251] learning_rate: 0.079878 loss_vfl: 0.795874 loss_bbox: 0.264124 loss_dfl: 0.175686 loss: 1.259395 eta: 3 days, 13:34:32 batch_cost: 2.1938 data_cost: 0.0010 ips: 12.7630 images/s [11/16 19:14:49] ppdet.engine INFO: Epoch: [56] [1480/3251] learning_rate: 0.079859 loss_vfl: 0.799587 loss_bbox: 0.266600 loss_dfl: 0.190558 loss: 1.285195 eta: 3 days, 13:33:47 batch_cost: 2.0869 data_cost: 0.0009 ips: 13.4168 images/s [11/16 19:15:35] ppdet.engine INFO: Epoch: [56] [1500/3251] learning_rate: 0.079840 loss_vfl: 0.817824 loss_bbox: 0.337816 loss_dfl: 0.206312 loss: 1.360544 eta: 3 days, 13:33:03 batch_cost: 2.0911 data_cost: 0.0016 ips: 13.3902 images/s [11/16 19:16:21] ppdet.engine INFO: Epoch: [56] [1520/3251] learning_rate: 0.079821 loss_vfl: 0.801671 loss_bbox: 0.263760 loss_dfl: 0.182774 loss: 1.249235 eta: 3 days, 13:32:19 batch_cost: 2.1899 data_cost: 0.0009 ips: 12.7862 images/s [11/16 19:17:06] ppdet.engine INFO: Epoch: [56] [1540/3251] learning_rate: 0.079802 loss_vfl: 0.789534 loss_bbox: 0.236844 loss_dfl: 0.167046 loss: 1.191999 eta: 3 days, 13:31:34 batch_cost: 2.0605 data_cost: 0.0018 ips: 13.5887 images/s [11/16 19:17:50] ppdet.engine INFO: Epoch: [56] [1560/3251] learning_rate: 0.079783 loss_vfl: 0.808610 loss_bbox: 0.262264 loss_dfl: 0.178732 loss: 1.266924 eta: 3 days, 13:30:49 batch_cost: 2.0741 data_cost: 0.0009 ips: 13.4999 images/s [11/16 19:18:36] ppdet.engine INFO: Epoch: [56] [1580/3251] learning_rate: 0.079764 loss_vfl: 0.806219 loss_bbox: 0.256957 loss_dfl: 0.177087 loss: 1.241983 eta: 3 days, 13:30:06 batch_cost: 2.2133 data_cost: 0.0010 ips: 12.6509 images/s [11/16 19:19:24] ppdet.engine INFO: Epoch: [56] [1600/3251] learning_rate: 0.079745 loss_vfl: 0.825005 loss_bbox: 0.266178 loss_dfl: 0.180963 loss: 1.263744 eta: 3 days, 13:29:23 batch_cost: 2.1864 data_cost: 0.0009 ips: 12.8062 images/s [11/16 19:20:09] ppdet.engine INFO: Epoch: [56] [1620/3251] learning_rate: 0.079726 loss_vfl: 0.789706 loss_bbox: 0.275353 loss_dfl: 0.179712 loss: 1.263230 eta: 3 days, 13:28:39 batch_cost: 2.1881 data_cost: 0.0010 ips: 12.7968 images/s [11/16 19:20:57] ppdet.engine INFO: Epoch: [56] [1640/3251] learning_rate: 0.079708 loss_vfl: 0.782125 loss_bbox: 0.254897 loss_dfl: 0.175550 loss: 1.252860 eta: 3 days, 13:27:57 batch_cost: 2.2419 data_cost: 0.0011 ips: 12.4892 images/s [11/16 19:21:44] ppdet.engine INFO: Epoch: [56] [1660/3251] learning_rate: 0.079689 loss_vfl: 0.808195 loss_bbox: 0.248324 loss_dfl: 0.169051 loss: 1.222128 eta: 3 days, 13:27:13 batch_cost: 2.1688 data_cost: 0.0012 ips: 12.9102 images/s [11/16 19:22:32] ppdet.engine INFO: Epoch: [56] [1680/3251] learning_rate: 0.079670 loss_vfl: 0.774674 loss_bbox: 0.249309 loss_dfl: 0.164125 loss: 1.230963 eta: 3 days, 13:26:30 batch_cost: 2.2299 data_cost: 0.0009 ips: 12.5565 images/s [11/16 19:23:18] ppdet.engine INFO: Epoch: [56] [1700/3251] learning_rate: 0.079651 loss_vfl: 0.816751 loss_bbox: 0.250363 loss_dfl: 0.172165 loss: 1.237652 eta: 3 days, 13:25:47 batch_cost: 2.1834 data_cost: 0.0012 ips: 12.8241 images/s [11/16 19:24:03] ppdet.engine INFO: Epoch: [56] [1720/3251] learning_rate: 0.079632 loss_vfl: 0.821858 loss_bbox: 0.301700 loss_dfl: 0.193314 loss: 1.306388 eta: 3 days, 13:25:03 batch_cost: 2.1634 data_cost: 0.0011 ips: 12.9429 images/s [11/16 19:24:50] ppdet.engine INFO: Epoch: [56] [1740/3251] learning_rate: 0.079613 loss_vfl: 0.797063 loss_bbox: 0.253186 loss_dfl: 0.174953 loss: 1.239562 eta: 3 days, 13:24:20 batch_cost: 2.1710 data_cost: 0.0012 ips: 12.8975 images/s [11/16 19:25:36] ppdet.engine INFO: Epoch: [56] [1760/3251] learning_rate: 0.079594 loss_vfl: 0.797382 loss_bbox: 0.292407 loss_dfl: 0.199580 loss: 1.275227 eta: 3 days, 13:23:36 batch_cost: 2.1669 data_cost: 0.0010 ips: 12.9218 images/s [11/16 19:26:21] ppdet.engine INFO: Epoch: [56] [1780/3251] learning_rate: 0.079575 loss_vfl: 0.816463 loss_bbox: 0.283979 loss_dfl: 0.192074 loss: 1.289849 eta: 3 days, 13:22:52 batch_cost: 2.1183 data_cost: 0.0010 ips: 13.2183 images/s [11/16 19:27:09] ppdet.engine INFO: Epoch: [56] [1800/3251] learning_rate: 0.079556 loss_vfl: 0.778968 loss_bbox: 0.289182 loss_dfl: 0.185194 loss: 1.260265 eta: 3 days, 13:22:10 batch_cost: 2.2833 data_cost: 0.0010 ips: 12.2631 images/s [11/16 19:27:55] ppdet.engine INFO: Epoch: [56] [1820/3251] learning_rate: 0.079537 loss_vfl: 0.813677 loss_bbox: 0.287327 loss_dfl: 0.197563 loss: 1.293142 eta: 3 days, 13:21:25 batch_cost: 2.1199 data_cost: 0.0036 ips: 13.2081 images/s [11/16 19:28:41] ppdet.engine INFO: Epoch: [56] [1840/3251] learning_rate: 0.079518 loss_vfl: 0.775874 loss_bbox: 0.288895 loss_dfl: 0.196286 loss: 1.284168 eta: 3 days, 13:20:41 batch_cost: 2.1120 data_cost: 0.0173 ips: 13.2578 images/s [11/16 19:29:28] ppdet.engine INFO: Epoch: [56] [1860/3251] learning_rate: 0.079499 loss_vfl: 0.787711 loss_bbox: 0.274908 loss_dfl: 0.176505 loss: 1.262568 eta: 3 days, 13:19:59 batch_cost: 2.2507 data_cost: 0.0009 ips: 12.4407 images/s [11/16 19:30:15] ppdet.engine INFO: Epoch: [56] [1880/3251] learning_rate: 0.079481 loss_vfl: 0.780705 loss_bbox: 0.272323 loss_dfl: 0.192920 loss: 1.256228 eta: 3 days, 13:19:16 batch_cost: 2.2471 data_cost: 0.0010 ips: 12.4604 images/s [11/16 19:31:02] ppdet.engine INFO: Epoch: [56] [1900/3251] learning_rate: 0.079462 loss_vfl: 0.784043 loss_bbox: 0.271326 loss_dfl: 0.183826 loss: 1.282203 eta: 3 days, 13:18:32 batch_cost: 2.1652 data_cost: 0.0009 ips: 12.9319 images/s [11/16 19:31:48] ppdet.engine INFO: Epoch: [56] [1920/3251] learning_rate: 0.079443 loss_vfl: 0.807604 loss_bbox: 0.296040 loss_dfl: 0.186178 loss: 1.297598 eta: 3 days, 13:17:49 batch_cost: 2.1739 data_cost: 0.0010 ips: 12.8799 images/s [11/16 19:32:34] ppdet.engine INFO: Epoch: [56] [1940/3251] learning_rate: 0.079424 loss_vfl: 0.790682 loss_bbox: 0.284281 loss_dfl: 0.185288 loss: 1.262535 eta: 3 days, 13:17:05 batch_cost: 2.1800 data_cost: 0.0012 ips: 12.8439 images/s [11/16 19:33:20] ppdet.engine INFO: Epoch: [56] [1960/3251] learning_rate: 0.079405 loss_vfl: 0.792125 loss_bbox: 0.283793 loss_dfl: 0.192023 loss: 1.257722 eta: 3 days, 13:16:22 batch_cost: 2.2023 data_cost: 0.0009 ips: 12.7141 images/s [11/16 19:34:07] ppdet.engine INFO: Epoch: [56] [1980/3251] learning_rate: 0.079386 loss_vfl: 0.816289 loss_bbox: 0.289259 loss_dfl: 0.196321 loss: 1.300690 eta: 3 days, 13:15:40 batch_cost: 2.2783 data_cost: 0.0009 ips: 12.2900 images/s [11/16 19:34:55] ppdet.engine INFO: Epoch: [56] [2000/3251] learning_rate: 0.079367 loss_vfl: 0.802004 loss_bbox: 0.289379 loss_dfl: 0.198874 loss: 1.306104 eta: 3 days, 13:14:58 batch_cost: 2.2298 data_cost: 0.0011 ips: 12.5570 images/s [11/16 19:35:43] ppdet.engine INFO: Epoch: [56] [2020/3251] learning_rate: 0.079348 loss_vfl: 0.810787 loss_bbox: 0.272191 loss_dfl: 0.183314 loss: 1.273964 eta: 3 days, 13:14:16 batch_cost: 2.2802 data_cost: 0.0036 ips: 12.2798 images/s [11/16 19:36:31] ppdet.engine INFO: Epoch: [56] [2040/3251] learning_rate: 0.079329 loss_vfl: 0.793835 loss_bbox: 0.277401 loss_dfl: 0.185195 loss: 1.246126 eta: 3 days, 13:13:33 batch_cost: 2.2263 data_cost: 0.0016 ips: 12.5771 images/s [11/16 19:37:15] ppdet.engine INFO: Epoch: [56] [2060/3251] learning_rate: 0.079310 loss_vfl: 0.787446 loss_bbox: 0.270064 loss_dfl: 0.184435 loss: 1.240990 eta: 3 days, 13:12:48 batch_cost: 2.1067 data_cost: 0.0012 ips: 13.2906 images/s [11/16 19:38:04] ppdet.engine INFO: Epoch: [56] [2080/3251] learning_rate: 0.079291 loss_vfl: 0.816062 loss_bbox: 0.268219 loss_dfl: 0.180808 loss: 1.266080 eta: 3 days, 13:12:08 batch_cost: 2.3669 data_cost: 0.0009 ips: 11.8300 images/s [11/16 19:38:50] ppdet.engine INFO: Epoch: [56] [2100/3251] learning_rate: 0.079272 loss_vfl: 0.806928 loss_bbox: 0.274625 loss_dfl: 0.196464 loss: 1.259068 eta: 3 days, 13:11:24 batch_cost: 2.1829 data_cost: 0.0009 ips: 12.8270 images/s [11/16 19:39:36] ppdet.engine INFO: Epoch: [56] [2120/3251] learning_rate: 0.079254 loss_vfl: 0.805404 loss_bbox: 0.265595 loss_dfl: 0.185576 loss: 1.278527 eta: 3 days, 13:10:41 batch_cost: 2.1906 data_cost: 0.0013 ips: 12.7817 images/s [11/16 19:40:21] ppdet.engine INFO: Epoch: [56] [2140/3251] learning_rate: 0.079235 loss_vfl: 0.792403 loss_bbox: 0.277166 loss_dfl: 0.180701 loss: 1.234564 eta: 3 days, 13:09:57 batch_cost: 2.1597 data_cost: 0.0009 ips: 12.9645 images/s [11/16 19:41:07] ppdet.engine INFO: Epoch: [56] [2160/3251] learning_rate: 0.079216 loss_vfl: 0.792765 loss_bbox: 0.283116 loss_dfl: 0.186148 loss: 1.282270 eta: 3 days, 13:09:13 batch_cost: 2.1465 data_cost: 0.0009 ips: 13.0445 images/s [11/16 19:41:54] ppdet.engine INFO: Epoch: [56] [2180/3251] learning_rate: 0.079197 loss_vfl: 0.821524 loss_bbox: 0.266689 loss_dfl: 0.181265 loss: 1.281531 eta: 3 days, 13:08:31 batch_cost: 2.2382 data_cost: 0.0010 ips: 12.5101 images/s [11/16 19:42:41] ppdet.engine INFO: Epoch: [56] [2200/3251] learning_rate: 0.079178 loss_vfl: 0.790975 loss_bbox: 0.290147 loss_dfl: 0.182619 loss: 1.258612 eta: 3 days, 13:07:48 batch_cost: 2.1901 data_cost: 0.0009 ips: 12.7848 images/s [11/16 19:43:29] ppdet.engine INFO: Epoch: [56] [2220/3251] learning_rate: 0.079159 loss_vfl: 0.826814 loss_bbox: 0.234170 loss_dfl: 0.162681 loss: 1.176356 eta: 3 days, 13:07:05 batch_cost: 2.2567 data_cost: 0.0010 ips: 12.4076 images/s [11/16 19:44:18] ppdet.engine INFO: Epoch: [56] [2240/3251] learning_rate: 0.079140 loss_vfl: 0.818097 loss_bbox: 0.268630 loss_dfl: 0.172859 loss: 1.264484 eta: 3 days, 13:06:23 batch_cost: 2.2852 data_cost: 0.0010 ips: 12.2528 images/s [11/16 19:45:02] ppdet.engine INFO: Epoch: [56] [2260/3251] learning_rate: 0.079121 loss_vfl: 0.808194 loss_bbox: 0.305395 loss_dfl: 0.193068 loss: 1.298347 eta: 3 days, 13:05:39 batch_cost: 2.1309 data_cost: 0.0010 ips: 13.1401 images/s [11/16 19:45:51] ppdet.engine INFO: Epoch: [56] [2280/3251] learning_rate: 0.079102 loss_vfl: 0.799461 loss_bbox: 0.279503 loss_dfl: 0.193486 loss: 1.281395 eta: 3 days, 13:04:57 batch_cost: 2.2589 data_cost: 0.0009 ips: 12.3956 images/s [11/16 19:46:36] ppdet.engine INFO: Epoch: [56] [2300/3251] learning_rate: 0.079083 loss_vfl: 0.790369 loss_bbox: 0.271931 loss_dfl: 0.176350 loss: 1.228714 eta: 3 days, 13:04:13 batch_cost: 2.1734 data_cost: 0.0010 ips: 12.8832 images/s [11/16 19:47:23] ppdet.engine INFO: Epoch: [56] [2320/3251] learning_rate: 0.079065 loss_vfl: 0.803934 loss_bbox: 0.256823 loss_dfl: 0.174527 loss: 1.248596 eta: 3 days, 13:03:30 batch_cost: 2.1758 data_cost: 0.0010 ips: 12.8686 images/s [11/16 19:48:08] ppdet.engine INFO: Epoch: [56] [2340/3251] learning_rate: 0.079046 loss_vfl: 0.778719 loss_bbox: 0.266842 loss_dfl: 0.179043 loss: 1.261943 eta: 3 days, 13:02:46 batch_cost: 2.1242 data_cost: 0.0010 ips: 13.1814 images/s [11/16 19:48:55] ppdet.engine INFO: Epoch: [56] [2360/3251] learning_rate: 0.079027 loss_vfl: 0.801449 loss_bbox: 0.265314 loss_dfl: 0.186974 loss: 1.267865 eta: 3 days, 13:02:03 batch_cost: 2.2151 data_cost: 0.0011 ips: 12.6406 images/s [11/16 19:49:43] ppdet.engine INFO: Epoch: [56] [2380/3251] learning_rate: 0.079008 loss_vfl: 0.817744 loss_bbox: 0.287767 loss_dfl: 0.179997 loss: 1.259981 eta: 3 days, 13:01:19 batch_cost: 2.2002 data_cost: 0.0013 ips: 12.7264 images/s [11/16 19:50:29] ppdet.engine INFO: Epoch: [56] [2400/3251] learning_rate: 0.078989 loss_vfl: 0.814095 loss_bbox: 0.273617 loss_dfl: 0.186964 loss: 1.266590 eta: 3 days, 13:00:36 batch_cost: 2.1678 data_cost: 0.0011 ips: 12.9165 images/s [11/16 19:51:15] ppdet.engine INFO: Epoch: [56] [2420/3251] learning_rate: 0.078970 loss_vfl: 0.799166 loss_bbox: 0.259705 loss_dfl: 0.178048 loss: 1.218176 eta: 3 days, 12:59:52 batch_cost: 2.1720 data_cost: 0.0014 ips: 12.8911 images/s [11/16 19:52:00] ppdet.engine INFO: Epoch: [56] [2440/3251] learning_rate: 0.078951 loss_vfl: 0.817273 loss_bbox: 0.286521 loss_dfl: 0.188580 loss: 1.276046 eta: 3 days, 12:59:08 batch_cost: 2.1101 data_cost: 0.0010 ips: 13.2695 images/s [11/16 19:52:49] ppdet.engine INFO: Epoch: [56] [2460/3251] learning_rate: 0.078932 loss_vfl: 0.808841 loss_bbox: 0.249607 loss_dfl: 0.165799 loss: 1.253906 eta: 3 days, 12:58:25 batch_cost: 2.2549 data_cost: 0.0009 ips: 12.4175 images/s [11/16 19:53:36] ppdet.engine INFO: Epoch: [56] [2480/3251] learning_rate: 0.078913 loss_vfl: 0.776215 loss_bbox: 0.256177 loss_dfl: 0.180348 loss: 1.222443 eta: 3 days, 12:57:42 batch_cost: 2.1991 data_cost: 0.0011 ips: 12.7327 images/s [11/16 19:54:23] ppdet.engine INFO: Epoch: [56] [2500/3251] learning_rate: 0.078894 loss_vfl: 0.812967 loss_bbox: 0.262865 loss_dfl: 0.184157 loss: 1.266062 eta: 3 days, 12:56:59 batch_cost: 2.1929 data_cost: 0.0010 ips: 12.7686 images/s [11/16 19:55:09] ppdet.engine INFO: Epoch: [56] [2520/3251] learning_rate: 0.078876 loss_vfl: 0.813303 loss_bbox: 0.277761 loss_dfl: 0.190021 loss: 1.268794 eta: 3 days, 12:56:16 batch_cost: 2.2065 data_cost: 0.0019 ips: 12.6900 images/s [11/16 19:55:55] ppdet.engine INFO: Epoch: [56] [2540/3251] learning_rate: 0.078857 loss_vfl: 0.786898 loss_bbox: 0.300678 loss_dfl: 0.197094 loss: 1.287971 eta: 3 days, 12:55:32 batch_cost: 2.1522 data_cost: 0.0010 ips: 13.0099 images/s [11/16 19:56:43] ppdet.engine INFO: Epoch: [56] [2560/3251] learning_rate: 0.078838 loss_vfl: 0.811195 loss_bbox: 0.270163 loss_dfl: 0.176398 loss: 1.243000 eta: 3 days, 12:54:50 batch_cost: 2.2408 data_cost: 0.0010 ips: 12.4958 images/s [11/16 19:57:29] ppdet.engine INFO: Epoch: [56] [2580/3251] learning_rate: 0.078819 loss_vfl: 0.783043 loss_bbox: 0.273339 loss_dfl: 0.178877 loss: 1.233325 eta: 3 days, 12:54:05 batch_cost: 2.1182 data_cost: 0.0010 ips: 13.2190 images/s [11/16 19:58:16] ppdet.engine INFO: Epoch: [56] [2600/3251] learning_rate: 0.078800 loss_vfl: 0.800861 loss_bbox: 0.298671 loss_dfl: 0.199287 loss: 1.279929 eta: 3 days, 12:53:23 batch_cost: 2.2703 data_cost: 0.0010 ips: 12.3334 images/s [11/16 19:59:01] ppdet.engine INFO: Epoch: [56] [2620/3251] learning_rate: 0.078781 loss_vfl: 0.792251 loss_bbox: 0.282823 loss_dfl: 0.177119 loss: 1.253572 eta: 3 days, 12:52:38 batch_cost: 2.0515 data_cost: 0.0010 ips: 13.6485 images/s [11/16 19:59:49] ppdet.engine INFO: Epoch: [56] [2640/3251] learning_rate: 0.078762 loss_vfl: 0.807554 loss_bbox: 0.286915 loss_dfl: 0.190149 loss: 1.304832 eta: 3 days, 12:51:54 batch_cost: 2.1912 data_cost: 0.0010 ips: 12.7782 images/s [11/16 20:00:35] ppdet.engine INFO: Epoch: [56] [2660/3251] learning_rate: 0.078743 loss_vfl: 0.819020 loss_bbox: 0.257517 loss_dfl: 0.172032 loss: 1.241277 eta: 3 days, 12:51:12 batch_cost: 2.2248 data_cost: 0.0012 ips: 12.5851 images/s [11/16 20:01:24] ppdet.engine INFO: Epoch: [56] [2680/3251] learning_rate: 0.078725 loss_vfl: 0.802656 loss_bbox: 0.273580 loss_dfl: 0.180711 loss: 1.237539 eta: 3 days, 12:50:29 batch_cost: 2.2691 data_cost: 0.0009 ips: 12.3397 images/s [11/16 20:02:09] ppdet.engine INFO: Epoch: [56] [2700/3251] learning_rate: 0.078706 loss_vfl: 0.809162 loss_bbox: 0.273548 loss_dfl: 0.182876 loss: 1.251619 eta: 3 days, 12:49:46 batch_cost: 2.1638 data_cost: 0.0009 ips: 12.9400 images/s [11/16 20:02:56] ppdet.engine INFO: Epoch: [56] [2720/3251] learning_rate: 0.078687 loss_vfl: 0.813006 loss_bbox: 0.240219 loss_dfl: 0.169225 loss: 1.235313 eta: 3 days, 12:49:03 batch_cost: 2.2159 data_cost: 0.0010 ips: 12.6359 images/s [11/16 20:03:42] ppdet.engine INFO: Epoch: [56] [2740/3251] learning_rate: 0.078668 loss_vfl: 0.806012 loss_bbox: 0.271073 loss_dfl: 0.186343 loss: 1.284771 eta: 3 days, 12:48:19 batch_cost: 2.1426 data_cost: 0.0016 ips: 13.0681 images/s [11/16 20:04:28] ppdet.engine INFO: Epoch: [56] [2760/3251] learning_rate: 0.078649 loss_vfl: 0.792724 loss_bbox: 0.287561 loss_dfl: 0.194325 loss: 1.324708 eta: 3 days, 12:47:36 batch_cost: 2.2055 data_cost: 0.0010 ips: 12.6956 images/s [11/16 20:05:16] ppdet.engine INFO: Epoch: [56] [2780/3251] learning_rate: 0.078630 loss_vfl: 0.804210 loss_bbox: 0.263423 loss_dfl: 0.174203 loss: 1.250428 eta: 3 days, 12:46:54 batch_cost: 2.3059 data_cost: 0.0009 ips: 12.1430 images/s [11/16 20:05:59] ppdet.engine INFO: Epoch: [56] [2800/3251] learning_rate: 0.078611 loss_vfl: 0.806855 loss_bbox: 0.292371 loss_dfl: 0.194780 loss: 1.295630 eta: 3 days, 12:46:09 batch_cost: 2.0420 data_cost: 0.0011 ips: 13.7120 images/s [11/16 20:06:45] ppdet.engine INFO: Epoch: [56] [2820/3251] learning_rate: 0.078592 loss_vfl: 0.794556 loss_bbox: 0.274225 loss_dfl: 0.179890 loss: 1.263841 eta: 3 days, 12:45:25 batch_cost: 2.1870 data_cost: 0.0011 ips: 12.8030 images/s [11/16 20:07:30] ppdet.engine INFO: Epoch: [56] [2840/3251] learning_rate: 0.078573 loss_vfl: 0.773169 loss_bbox: 0.267516 loss_dfl: 0.173121 loss: 1.245181 eta: 3 days, 12:44:40 batch_cost: 2.0775 data_cost: 0.0010 ips: 13.4777 images/s [11/16 20:08:19] ppdet.engine INFO: Epoch: [56] [2860/3251] learning_rate: 0.078555 loss_vfl: 0.794615 loss_bbox: 0.305250 loss_dfl: 0.196417 loss: 1.298478 eta: 3 days, 12:43:59 batch_cost: 2.3447 data_cost: 0.0009 ips: 11.9418 images/s [11/16 20:09:04] ppdet.engine INFO: Epoch: [56] [2880/3251] learning_rate: 0.078536 loss_vfl: 0.799720 loss_bbox: 0.294353 loss_dfl: 0.195394 loss: 1.271802 eta: 3 days, 12:43:15 batch_cost: 2.1303 data_cost: 0.0009 ips: 13.1436 images/s [11/16 20:09:49] ppdet.engine INFO: Epoch: [56] [2900/3251] learning_rate: 0.078517 loss_vfl: 0.796285 loss_bbox: 0.284857 loss_dfl: 0.186355 loss: 1.285661 eta: 3 days, 12:42:30 batch_cost: 2.0996 data_cost: 0.0010 ips: 13.3359 images/s [11/16 20:10:35] ppdet.engine INFO: Epoch: [56] [2920/3251] learning_rate: 0.078498 loss_vfl: 0.813792 loss_bbox: 0.275663 loss_dfl: 0.178685 loss: 1.264883 eta: 3 days, 12:41:45 batch_cost: 2.0447 data_cost: 0.0010 ips: 13.6936 images/s [11/16 20:11:22] ppdet.engine INFO: Epoch: [56] [2940/3251] learning_rate: 0.078479 loss_vfl: 0.781605 loss_bbox: 0.285569 loss_dfl: 0.186716 loss: 1.261988 eta: 3 days, 12:41:01 batch_cost: 2.1590 data_cost: 0.0012 ips: 12.9688 images/s [11/16 20:12:10] ppdet.engine INFO: Epoch: [56] [2960/3251] learning_rate: 0.078460 loss_vfl: 0.814354 loss_bbox: 0.272110 loss_dfl: 0.182365 loss: 1.273077 eta: 3 days, 12:40:20 batch_cost: 2.3168 data_cost: 0.0009 ips: 12.0856 images/s [11/16 20:12:55] ppdet.engine INFO: Epoch: [56] [2980/3251] learning_rate: 0.078441 loss_vfl: 0.797161 loss_bbox: 0.269930 loss_dfl: 0.186116 loss: 1.210241 eta: 3 days, 12:39:36 batch_cost: 2.1526 data_cost: 0.0009 ips: 13.0074 images/s [11/16 20:13:43] ppdet.engine INFO: Epoch: [56] [3000/3251] learning_rate: 0.078422 loss_vfl: 0.793913 loss_bbox: 0.300721 loss_dfl: 0.197660 loss: 1.322842 eta: 3 days, 12:38:53 batch_cost: 2.2414 data_cost: 0.0010 ips: 12.4921 images/s [11/16 20:14:28] ppdet.engine INFO: Epoch: [56] [3020/3251] learning_rate: 0.078404 loss_vfl: 0.797610 loss_bbox: 0.275246 loss_dfl: 0.184891 loss: 1.239001 eta: 3 days, 12:38:08 batch_cost: 2.0603 data_cost: 0.0009 ips: 13.5903 images/s [11/16 20:15:15] ppdet.engine INFO: Epoch: [56] [3040/3251] learning_rate: 0.078385 loss_vfl: 0.804624 loss_bbox: 0.274502 loss_dfl: 0.182576 loss: 1.270157 eta: 3 days, 12:37:24 batch_cost: 2.1651 data_cost: 0.0011 ips: 12.9324 images/s [11/16 20:16:03] ppdet.engine INFO: Epoch: [56] [3060/3251] learning_rate: 0.078366 loss_vfl: 0.799212 loss_bbox: 0.264756 loss_dfl: 0.179268 loss: 1.252370 eta: 3 days, 12:36:41 batch_cost: 2.2153 data_cost: 0.0009 ips: 12.6395 images/s [11/16 20:16:49] ppdet.engine INFO: Epoch: [56] [3080/3251] learning_rate: 0.078347 loss_vfl: 0.805063 loss_bbox: 0.279721 loss_dfl: 0.176068 loss: 1.253169 eta: 3 days, 12:35:59 batch_cost: 2.2292 data_cost: 0.0010 ips: 12.5603 images/s [11/16 20:17:37] ppdet.engine INFO: Epoch: [56] [3100/3251] learning_rate: 0.078328 loss_vfl: 0.833569 loss_bbox: 0.257429 loss_dfl: 0.175026 loss: 1.266846 eta: 3 days, 12:35:15 batch_cost: 2.1651 data_cost: 0.0009 ips: 12.9326 images/s [11/16 20:18:23] ppdet.engine INFO: Epoch: [56] [3120/3251] learning_rate: 0.078309 loss_vfl: 0.791869 loss_bbox: 0.278239 loss_dfl: 0.177950 loss: 1.248451 eta: 3 days, 12:34:31 batch_cost: 2.1204 data_cost: 0.0010 ips: 13.2052 images/s [11/16 20:19:09] ppdet.engine INFO: Epoch: [56] [3140/3251] learning_rate: 0.078290 loss_vfl: 0.805873 loss_bbox: 0.281303 loss_dfl: 0.187967 loss: 1.293662 eta: 3 days, 12:33:47 batch_cost: 2.1549 data_cost: 0.0009 ips: 12.9937 images/s [11/16 20:19:55] ppdet.engine INFO: Epoch: [56] [3160/3251] learning_rate: 0.078272 loss_vfl: 0.807647 loss_bbox: 0.289141 loss_dfl: 0.188911 loss: 1.271919 eta: 3 days, 12:33:03 batch_cost: 2.1376 data_cost: 0.0012 ips: 13.0988 images/s [11/16 20:20:41] ppdet.engine INFO: Epoch: [56] [3180/3251] learning_rate: 0.078253 loss_vfl: 0.780464 loss_bbox: 0.279241 loss_dfl: 0.188697 loss: 1.271995 eta: 3 days, 12:32:19 batch_cost: 2.1731 data_cost: 0.0014 ips: 12.8847 images/s [11/16 20:21:27] ppdet.engine INFO: Epoch: [56] [3200/3251] learning_rate: 0.078234 loss_vfl: 0.785147 loss_bbox: 0.245336 loss_dfl: 0.171047 loss: 1.217847 eta: 3 days, 12:31:36 batch_cost: 2.2121 data_cost: 0.0010 ips: 12.6577 images/s [11/16 20:22:16] ppdet.engine INFO: Epoch: [56] [3220/3251] learning_rate: 0.078215 loss_vfl: 0.810825 loss_bbox: 0.269334 loss_dfl: 0.186916 loss: 1.278199 eta: 3 days, 12:30:55 batch_cost: 2.3416 data_cost: 0.0009 ips: 11.9576 images/s [11/16 20:23:00] ppdet.engine INFO: Epoch: [56] [3240/3251] learning_rate: 0.078196 loss_vfl: 0.786798 loss_bbox: 0.243518 loss_dfl: 0.170115 loss: 1.224971 eta: 3 days, 12:30:10 batch_cost: 2.0801 data_cost: 0.0015 ips: 13.4610 images/s [11/16 20:23:40] ppdet.engine INFO: Epoch: [57] [ 0/3251] learning_rate: 0.078186 loss_vfl: 0.791709 loss_bbox: 0.259670 loss_dfl: 0.176771 loss: 1.257965 eta: 3 days, 12:29:52 batch_cost: 2.5343 data_cost: 0.7881 ips: 11.0485 images/s [11/16 20:24:31] ppdet.engine INFO: Epoch: [57] [ 20/3251] learning_rate: 0.078167 loss_vfl: 0.801994 loss_bbox: 0.272137 loss_dfl: 0.179487 loss: 1.250327 eta: 3 days, 12:29:12 batch_cost: 2.4088 data_cost: 0.0010 ips: 11.6243 images/s [11/16 20:25:19] ppdet.engine INFO: Epoch: [57] [ 40/3251] learning_rate: 0.078148 loss_vfl: 0.792743 loss_bbox: 0.297486 loss_dfl: 0.202625 loss: 1.287035 eta: 3 days, 12:28:29 batch_cost: 2.2390 data_cost: 0.0011 ips: 12.5057 images/s [11/16 20:26:03] ppdet.engine INFO: Epoch: [57] [ 60/3251] learning_rate: 0.078129 loss_vfl: 0.771148 loss_bbox: 0.298491 loss_dfl: 0.192077 loss: 1.297779 eta: 3 days, 12:27:44 batch_cost: 2.0613 data_cost: 0.0011 ips: 13.5839 images/s [11/16 20:26:51] ppdet.engine INFO: Epoch: [57] [ 80/3251] learning_rate: 0.078110 loss_vfl: 0.808933 loss_bbox: 0.265663 loss_dfl: 0.176490 loss: 1.238733 eta: 3 days, 12:27:01 batch_cost: 2.2194 data_cost: 0.0010 ips: 12.6163 images/s [11/16 20:27:38] ppdet.engine INFO: Epoch: [57] [ 100/3251] learning_rate: 0.078091 loss_vfl: 0.786582 loss_bbox: 0.281675 loss_dfl: 0.194011 loss: 1.277227 eta: 3 days, 12:26:19 batch_cost: 2.2512 data_cost: 0.0009 ips: 12.4379 images/s [11/16 20:28:25] ppdet.engine INFO: Epoch: [57] [ 120/3251] learning_rate: 0.078073 loss_vfl: 0.779987 loss_bbox: 0.275594 loss_dfl: 0.175139 loss: 1.243805 eta: 3 days, 12:25:37 batch_cost: 2.2614 data_cost: 0.0010 ips: 12.3818 images/s [11/16 20:29:13] ppdet.engine INFO: Epoch: [57] [ 140/3251] learning_rate: 0.078054 loss_vfl: 0.778237 loss_bbox: 0.274024 loss_dfl: 0.189322 loss: 1.249680 eta: 3 days, 12:24:54 batch_cost: 2.2648 data_cost: 0.0011 ips: 12.3629 images/s [11/16 20:30:00] ppdet.engine INFO: Epoch: [57] [ 160/3251] learning_rate: 0.078035 loss_vfl: 0.809794 loss_bbox: 0.265538 loss_dfl: 0.179169 loss: 1.245236 eta: 3 days, 12:24:11 batch_cost: 2.1567 data_cost: 0.0010 ips: 12.9829 images/s [11/16 20:30:49] ppdet.engine INFO: Epoch: [57] [ 180/3251] learning_rate: 0.078016 loss_vfl: 0.802103 loss_bbox: 0.259604 loss_dfl: 0.176847 loss: 1.259072 eta: 3 days, 12:23:29 batch_cost: 2.3327 data_cost: 0.0010 ips: 12.0033 images/s [11/16 20:31:34] ppdet.engine INFO: Epoch: [57] [ 200/3251] learning_rate: 0.077997 loss_vfl: 0.791501 loss_bbox: 0.291935 loss_dfl: 0.187896 loss: 1.266669 eta: 3 days, 12:22:44 batch_cost: 2.0644 data_cost: 0.0009 ips: 13.5631 images/s [11/16 20:32:21] ppdet.engine INFO: Epoch: [57] [ 220/3251] learning_rate: 0.077978 loss_vfl: 0.777791 loss_bbox: 0.278739 loss_dfl: 0.184639 loss: 1.241313 eta: 3 days, 12:22:00 batch_cost: 2.1216 data_cost: 0.0011 ips: 13.1978 images/s [11/16 20:33:07] ppdet.engine INFO: Epoch: [57] [ 240/3251] learning_rate: 0.077959 loss_vfl: 0.807924 loss_bbox: 0.252631 loss_dfl: 0.172846 loss: 1.236650 eta: 3 days, 12:21:16 batch_cost: 2.1714 data_cost: 0.0010 ips: 12.8951 images/s [11/16 20:33:53] ppdet.engine INFO: Epoch: [57] [ 260/3251] learning_rate: 0.077941 loss_vfl: 0.799708 loss_bbox: 0.265257 loss_dfl: 0.182627 loss: 1.241739 eta: 3 days, 12:20:32 batch_cost: 2.1518 data_cost: 0.0014 ips: 13.0125 images/s [11/16 20:34:38] ppdet.engine INFO: Epoch: [57] [ 280/3251] learning_rate: 0.077922 loss_vfl: 0.785431 loss_bbox: 0.283567 loss_dfl: 0.190421 loss: 1.253518 eta: 3 days, 12:19:48 batch_cost: 2.1301 data_cost: 0.0009 ips: 13.1447 images/s [11/16 20:35:25] ppdet.engine INFO: Epoch: [57] [ 300/3251] learning_rate: 0.077903 loss_vfl: 0.776885 loss_bbox: 0.311385 loss_dfl: 0.203399 loss: 1.265841 eta: 3 days, 12:19:05 batch_cost: 2.2099 data_cost: 0.0010 ips: 12.6705 images/s [11/16 20:36:11] ppdet.engine INFO: Epoch: [57] [ 320/3251] learning_rate: 0.077884 loss_vfl: 0.806364 loss_bbox: 0.242168 loss_dfl: 0.172935 loss: 1.240933 eta: 3 days, 12:18:22 batch_cost: 2.2024 data_cost: 0.0013 ips: 12.7135 images/s [11/16 20:36:57] ppdet.engine INFO: Epoch: [57] [ 340/3251] learning_rate: 0.077865 loss_vfl: 0.803012 loss_bbox: 0.301753 loss_dfl: 0.196736 loss: 1.286576 eta: 3 days, 12:17:37 batch_cost: 2.1002 data_cost: 0.0011 ips: 13.3319 images/s [11/16 20:37:43] ppdet.engine INFO: Epoch: [57] [ 360/3251] learning_rate: 0.077846 loss_vfl: 0.802778 loss_bbox: 0.249227 loss_dfl: 0.171764 loss: 1.266446 eta: 3 days, 12:16:55 batch_cost: 2.2324 data_cost: 0.0010 ips: 12.5425 images/s [11/16 20:38:29] ppdet.engine INFO: Epoch: [57] [ 380/3251] learning_rate: 0.077827 loss_vfl: 0.803738 loss_bbox: 0.286994 loss_dfl: 0.202164 loss: 1.283898 eta: 3 days, 12:16:11 batch_cost: 2.1952 data_cost: 0.0010 ips: 12.7553 images/s [11/16 20:39:18] ppdet.engine INFO: Epoch: [57] [ 400/3251] learning_rate: 0.077809 loss_vfl: 0.798492 loss_bbox: 0.263842 loss_dfl: 0.174456 loss: 1.244915 eta: 3 days, 12:15:31 batch_cost: 2.3522 data_cost: 0.0010 ips: 11.9036 images/s [11/16 20:40:05] ppdet.engine INFO: Epoch: [57] [ 420/3251] learning_rate: 0.077790 loss_vfl: 0.778227 loss_bbox: 0.236564 loss_dfl: 0.163186 loss: 1.189478 eta: 3 days, 12:14:47 batch_cost: 2.1414 data_cost: 0.0009 ips: 13.0754 images/s [11/16 20:40:53] ppdet.engine INFO: Epoch: [57] [ 440/3251] learning_rate: 0.077771 loss_vfl: 0.782482 loss_bbox: 0.275996 loss_dfl: 0.184910 loss: 1.227994 eta: 3 days, 12:14:04 batch_cost: 2.2149 data_cost: 0.0010 ips: 12.6419 images/s [11/16 20:41:39] ppdet.engine INFO: Epoch: [57] [ 460/3251] learning_rate: 0.077752 loss_vfl: 0.785199 loss_bbox: 0.266223 loss_dfl: 0.173011 loss: 1.229355 eta: 3 days, 12:13:20 batch_cost: 2.1435 data_cost: 0.0022 ips: 13.0629 images/s [11/16 20:42:25] ppdet.engine INFO: Epoch: [57] [ 480/3251] learning_rate: 0.077733 loss_vfl: 0.806042 loss_bbox: 0.311349 loss_dfl: 0.212773 loss: 1.336454 eta: 3 days, 12:12:36 batch_cost: 2.1448 data_cost: 0.0014 ips: 13.0547 images/s [11/16 20:43:11] ppdet.engine INFO: Epoch: [57] [ 500/3251] learning_rate: 0.077714 loss_vfl: 0.815185 loss_bbox: 0.281521 loss_dfl: 0.179280 loss: 1.280759 eta: 3 days, 12:11:51 batch_cost: 2.1247 data_cost: 0.0015 ips: 13.1782 images/s [11/16 20:43:56] ppdet.engine INFO: Epoch: [57] [ 520/3251] learning_rate: 0.077696 loss_vfl: 0.769986 loss_bbox: 0.307025 loss_dfl: 0.196655 loss: 1.274515 eta: 3 days, 12:11:06 batch_cost: 2.0565 data_cost: 0.0010 ips: 13.6154 images/s [11/16 20:44:41] ppdet.engine INFO: Epoch: [57] [ 540/3251] learning_rate: 0.077677 loss_vfl: 0.800010 loss_bbox: 0.270234 loss_dfl: 0.201235 loss: 1.294765 eta: 3 days, 12:10:21 batch_cost: 2.1080 data_cost: 0.0009 ips: 13.2827 images/s [11/16 20:45:28] ppdet.engine INFO: Epoch: [57] [ 560/3251] learning_rate: 0.077658 loss_vfl: 0.798150 loss_bbox: 0.272245 loss_dfl: 0.193685 loss: 1.231108 eta: 3 days, 12:09:38 batch_cost: 2.1844 data_cost: 0.0010 ips: 12.8183 images/s [11/16 20:46:15] ppdet.engine INFO: Epoch: [57] [ 580/3251] learning_rate: 0.077639 loss_vfl: 0.781239 loss_bbox: 0.275650 loss_dfl: 0.183282 loss: 1.241923 eta: 3 days, 12:08:55 batch_cost: 2.2186 data_cost: 0.0010 ips: 12.6203 images/s [11/16 20:47:04] ppdet.engine INFO: Epoch: [57] 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0.804675 loss_bbox: 0.280855 loss_dfl: 0.190199 loss: 1.261351 eta: 3 days, 12:05:21 batch_cost: 2.2140 data_cost: 0.0010 ips: 12.6469 images/s [11/16 20:50:57] ppdet.engine INFO: Epoch: [57] [ 700/3251] learning_rate: 0.077526 loss_vfl: 0.794417 loss_bbox: 0.281537 loss_dfl: 0.186062 loss: 1.272094 eta: 3 days, 12:04:38 batch_cost: 2.2335 data_cost: 0.0010 ips: 12.5366 images/s [11/16 20:51:41] ppdet.engine INFO: Epoch: [57] [ 720/3251] learning_rate: 0.077507 loss_vfl: 0.802254 loss_bbox: 0.283004 loss_dfl: 0.179094 loss: 1.259987 eta: 3 days, 12:03:53 batch_cost: 2.0955 data_cost: 0.0010 ips: 13.3619 images/s [11/16 20:52:26] ppdet.engine INFO: Epoch: [57] [ 740/3251] learning_rate: 0.077488 loss_vfl: 0.768049 loss_bbox: 0.309731 loss_dfl: 0.195029 loss: 1.288994 eta: 3 days, 12:03:08 batch_cost: 2.0786 data_cost: 0.0011 ips: 13.4705 images/s [11/16 20:53:14] ppdet.engine INFO: Epoch: [57] [ 760/3251] learning_rate: 0.077470 loss_vfl: 0.770698 loss_bbox: 0.234548 loss_dfl: 0.172542 loss: 1.216543 eta: 3 days, 12:02:26 batch_cost: 2.2350 data_cost: 0.0009 ips: 12.5277 images/s [11/16 20:54:02] ppdet.engine INFO: Epoch: [57] [ 780/3251] learning_rate: 0.077451 loss_vfl: 0.796654 loss_bbox: 0.266232 loss_dfl: 0.174974 loss: 1.246926 eta: 3 days, 12:01:44 batch_cost: 2.2773 data_cost: 0.0010 ips: 12.2953 images/s [11/16 20:54:47] ppdet.engine INFO: Epoch: [57] [ 800/3251] learning_rate: 0.077432 loss_vfl: 0.812642 loss_bbox: 0.299645 loss_dfl: 0.186388 loss: 1.320071 eta: 3 days, 12:00:59 batch_cost: 2.0685 data_cost: 0.0009 ips: 13.5361 images/s [11/16 20:55:34] ppdet.engine INFO: Epoch: [57] [ 820/3251] learning_rate: 0.077413 loss_vfl: 0.830498 loss_bbox: 0.254590 loss_dfl: 0.164578 loss: 1.257623 eta: 3 days, 12:00:14 batch_cost: 2.1314 data_cost: 0.0010 ips: 13.1368 images/s [11/16 20:56:19] ppdet.engine INFO: Epoch: [57] [ 840/3251] learning_rate: 0.077394 loss_vfl: 0.789504 loss_bbox: 0.301509 loss_dfl: 0.188261 loss: 1.263112 eta: 3 days, 11:59:30 batch_cost: 2.1027 data_cost: 0.0009 ips: 13.3161 images/s [11/16 20:57:06] ppdet.engine INFO: Epoch: [57] [ 860/3251] learning_rate: 0.077375 loss_vfl: 0.807712 loss_bbox: 0.258978 loss_dfl: 0.181463 loss: 1.264372 eta: 3 days, 11:58:47 batch_cost: 2.2096 data_cost: 0.0010 ips: 12.6717 images/s [11/16 20:57:55] ppdet.engine INFO: Epoch: [57] [ 880/3251] learning_rate: 0.077357 loss_vfl: 0.792791 loss_bbox: 0.281399 loss_dfl: 0.185227 loss: 1.258954 eta: 3 days, 11:58:06 batch_cost: 2.3364 data_cost: 0.0009 ips: 11.9841 images/s [11/16 20:58:42] ppdet.engine INFO: Epoch: [57] [ 900/3251] learning_rate: 0.077338 loss_vfl: 0.807534 loss_bbox: 0.240548 loss_dfl: 0.162693 loss: 1.178713 eta: 3 days, 11:57:22 batch_cost: 2.1386 data_cost: 0.0010 ips: 13.0925 images/s [11/16 20:59:30] ppdet.engine INFO: Epoch: [57] [ 920/3251] learning_rate: 0.077319 loss_vfl: 0.790048 loss_bbox: 0.285569 loss_dfl: 0.176746 loss: 1.279221 eta: 3 days, 11:56:40 batch_cost: 2.3139 data_cost: 0.0011 ips: 12.1006 images/s [11/16 21:00:18] ppdet.engine INFO: Epoch: [57] [ 940/3251] learning_rate: 0.077300 loss_vfl: 0.800438 loss_bbox: 0.250498 loss_dfl: 0.174223 loss: 1.197425 eta: 3 days, 11:55:58 batch_cost: 2.2703 data_cost: 0.0010 ips: 12.3334 images/s [11/16 21:01:04] ppdet.engine INFO: Epoch: [57] [ 960/3251] learning_rate: 0.077281 loss_vfl: 0.808481 loss_bbox: 0.255124 loss_dfl: 0.185530 loss: 1.228428 eta: 3 days, 11:55:13 batch_cost: 2.0571 data_cost: 0.0014 ips: 13.6115 images/s [11/16 21:01:49] ppdet.engine INFO: Epoch: [57] [ 980/3251] learning_rate: 0.077262 loss_vfl: 0.791664 loss_bbox: 0.277308 loss_dfl: 0.181922 loss: 1.270711 eta: 3 days, 11:54:28 batch_cost: 2.0824 data_cost: 0.0010 ips: 13.4462 images/s [11/16 21:02:35] ppdet.engine INFO: Epoch: [57] [1000/3251] learning_rate: 0.077244 loss_vfl: 0.802486 loss_bbox: 0.251645 loss_dfl: 0.173142 loss: 1.215559 eta: 3 days, 11:53:44 batch_cost: 2.1316 data_cost: 0.0013 ips: 13.1354 images/s [11/16 21:03:22] ppdet.engine INFO: Epoch: [57] [1020/3251] learning_rate: 0.077225 loss_vfl: 0.819540 loss_bbox: 0.239214 loss_dfl: 0.171132 loss: 1.229958 eta: 3 days, 11:53:01 batch_cost: 2.2082 data_cost: 0.0012 ips: 12.6800 images/s [11/16 21:04:07] ppdet.engine INFO: Epoch: [57] [1040/3251] learning_rate: 0.077206 loss_vfl: 0.782932 loss_bbox: 0.263169 loss_dfl: 0.176607 loss: 1.242420 eta: 3 days, 11:52:15 batch_cost: 2.0583 data_cost: 0.0025 ips: 13.6033 images/s [11/16 21:04:55] ppdet.engine INFO: Epoch: [57] [1060/3251] learning_rate: 0.077187 loss_vfl: 0.781391 loss_bbox: 0.268573 loss_dfl: 0.182471 loss: 1.233964 eta: 3 days, 11:51:33 batch_cost: 2.2321 data_cost: 0.0009 ips: 12.5442 images/s [11/16 21:05:43] ppdet.engine INFO: Epoch: [57] [1080/3251] learning_rate: 0.077168 loss_vfl: 0.796662 loss_bbox: 0.277035 loss_dfl: 0.181866 loss: 1.285472 eta: 3 days, 11:50:50 batch_cost: 2.2134 data_cost: 0.0010 ips: 12.6502 images/s [11/16 21:06:30] ppdet.engine INFO: Epoch: [57] [1100/3251] learning_rate: 0.077150 loss_vfl: 0.819279 loss_bbox: 0.239684 loss_dfl: 0.172715 loss: 1.245639 eta: 3 days, 11:50:06 batch_cost: 2.1715 data_cost: 0.0009 ips: 12.8942 images/s [11/16 21:07:17] ppdet.engine INFO: Epoch: [57] [1120/3251] learning_rate: 0.077131 loss_vfl: 0.796266 loss_bbox: 0.256499 loss_dfl: 0.172336 loss: 1.223920 eta: 3 days, 11:49:23 batch_cost: 2.2253 data_cost: 0.0010 ips: 12.5828 images/s [11/16 21:08:03] ppdet.engine INFO: Epoch: [57] [1140/3251] learning_rate: 0.077112 loss_vfl: 0.792623 loss_bbox: 0.288096 loss_dfl: 0.200288 loss: 1.282699 eta: 3 days, 11:48:40 batch_cost: 2.1718 data_cost: 0.0012 ips: 12.8925 images/s [11/16 21:08:51] ppdet.engine INFO: Epoch: [57] [1160/3251] learning_rate: 0.077093 loss_vfl: 0.818502 loss_bbox: 0.296630 loss_dfl: 0.191763 loss: 1.298151 eta: 3 days, 11:47:58 batch_cost: 2.3049 data_cost: 0.0009 ips: 12.1478 images/s [11/16 21:09:37] ppdet.engine INFO: Epoch: [57] [1180/3251] learning_rate: 0.077074 loss_vfl: 0.777172 loss_bbox: 0.295104 loss_dfl: 0.188289 loss: 1.262796 eta: 3 days, 11:47:14 batch_cost: 2.1028 data_cost: 0.0010 ips: 13.3155 images/s [11/16 21:10:26] ppdet.engine INFO: Epoch: [57] [1200/3251] learning_rate: 0.077055 loss_vfl: 0.807094 loss_bbox: 0.285045 loss_dfl: 0.188429 loss: 1.244598 eta: 3 days, 11:46:32 batch_cost: 2.3250 data_cost: 0.0010 ips: 12.0432 images/s [11/16 21:11:11] ppdet.engine INFO: Epoch: [57] [1220/3251] learning_rate: 0.077037 loss_vfl: 0.797473 loss_bbox: 0.303173 loss_dfl: 0.196791 loss: 1.282601 eta: 3 days, 11:45:49 batch_cost: 2.1838 data_cost: 0.0017 ips: 12.8220 images/s [11/16 21:12:00] ppdet.engine INFO: Epoch: [57] [1240/3251] learning_rate: 0.077018 loss_vfl: 0.820400 loss_bbox: 0.263678 loss_dfl: 0.178401 loss: 1.189744 eta: 3 days, 11:45:07 batch_cost: 2.2816 data_cost: 0.0014 ips: 12.2719 images/s [11/16 21:12:47] ppdet.engine INFO: Epoch: [57] [1260/3251] learning_rate: 0.076999 loss_vfl: 0.799048 loss_bbox: 0.267322 loss_dfl: 0.176867 loss: 1.247460 eta: 3 days, 11:44:24 batch_cost: 2.2168 data_cost: 0.0009 ips: 12.6310 images/s [11/16 21:13:32] ppdet.engine INFO: Epoch: [57] [1280/3251] learning_rate: 0.076980 loss_vfl: 0.792207 loss_bbox: 0.298337 loss_dfl: 0.190445 loss: 1.289009 eta: 3 days, 11:43:40 batch_cost: 2.1490 data_cost: 0.0010 ips: 13.0295 images/s [11/16 21:14:17] ppdet.engine INFO: Epoch: [57] [1300/3251] learning_rate: 0.076961 loss_vfl: 0.800475 loss_bbox: 0.283444 loss_dfl: 0.180896 loss: 1.246786 eta: 3 days, 11:42:55 batch_cost: 2.0815 data_cost: 0.0010 ips: 13.4516 images/s [11/16 21:15:08] ppdet.engine INFO: Epoch: [57] [1320/3251] learning_rate: 0.076943 loss_vfl: 0.793684 loss_bbox: 0.277252 loss_dfl: 0.198569 loss: 1.260773 eta: 3 days, 11:42:14 batch_cost: 2.3535 data_cost: 0.0010 ips: 11.8974 images/s [11/16 21:15:53] ppdet.engine INFO: Epoch: [57] [1340/3251] learning_rate: 0.076924 loss_vfl: 0.803576 loss_bbox: 0.256216 loss_dfl: 0.164184 loss: 1.248375 eta: 3 days, 11:41:30 batch_cost: 2.1352 data_cost: 0.0010 ips: 13.1137 images/s [11/16 21:16:42] ppdet.engine INFO: Epoch: [57] [1360/3251] learning_rate: 0.076905 loss_vfl: 0.787293 loss_bbox: 0.259282 loss_dfl: 0.186492 loss: 1.245954 eta: 3 days, 11:40:48 batch_cost: 2.2843 data_cost: 0.0011 ips: 12.2575 images/s [11/16 21:17:28] ppdet.engine INFO: Epoch: [57] [1380/3251] learning_rate: 0.076886 loss_vfl: 0.799770 loss_bbox: 0.240731 loss_dfl: 0.165309 loss: 1.220522 eta: 3 days, 11:40:04 batch_cost: 2.1229 data_cost: 0.0010 ips: 13.1897 images/s [11/16 21:18:17] ppdet.engine INFO: Epoch: [57] [1400/3251] learning_rate: 0.076867 loss_vfl: 0.797787 loss_bbox: 0.261738 loss_dfl: 0.176899 loss: 1.255907 eta: 3 days, 11:39:22 batch_cost: 2.3200 data_cost: 0.0009 ips: 12.0692 images/s [11/16 21:19:04] ppdet.engine INFO: Epoch: [57] [1420/3251] learning_rate: 0.076849 loss_vfl: 0.783157 loss_bbox: 0.263878 loss_dfl: 0.182994 loss: 1.246159 eta: 3 days, 11:38:40 batch_cost: 2.2188 data_cost: 0.0012 ips: 12.6193 images/s [11/16 21:19:50] ppdet.engine INFO: Epoch: [57] [1440/3251] learning_rate: 0.076830 loss_vfl: 0.810568 loss_bbox: 0.268953 loss_dfl: 0.174477 loss: 1.273036 eta: 3 days, 11:37:56 batch_cost: 2.2005 data_cost: 0.0010 ips: 12.7247 images/s [11/16 21:20:36] ppdet.engine INFO: Epoch: [57] [1460/3251] learning_rate: 0.076811 loss_vfl: 0.789097 loss_bbox: 0.266623 loss_dfl: 0.178775 loss: 1.269916 eta: 3 days, 11:37:13 batch_cost: 2.1559 data_cost: 0.0011 ips: 12.9878 images/s [11/16 21:21:24] ppdet.engine INFO: Epoch: [57] [1480/3251] learning_rate: 0.076792 loss_vfl: 0.790964 loss_bbox: 0.266943 loss_dfl: 0.177248 loss: 1.297132 eta: 3 days, 11:36:30 batch_cost: 2.2607 data_cost: 0.0010 ips: 12.3858 images/s [11/16 21:22:11] ppdet.engine INFO: Epoch: [57] [1500/3251] learning_rate: 0.076773 loss_vfl: 0.805626 loss_bbox: 0.247374 loss_dfl: 0.170970 loss: 1.223696 eta: 3 days, 11:35:48 batch_cost: 2.2534 data_cost: 0.0011 ips: 12.4256 images/s [11/16 21:23:00] ppdet.engine INFO: Epoch: [57] [1520/3251] learning_rate: 0.076755 loss_vfl: 0.794252 loss_bbox: 0.280127 loss_dfl: 0.186684 loss: 1.254113 eta: 3 days, 11:35:07 batch_cost: 2.3379 data_cost: 0.0010 ips: 11.9768 images/s [11/16 21:23:46] ppdet.engine INFO: Epoch: [57] [1540/3251] learning_rate: 0.076736 loss_vfl: 0.801334 loss_bbox: 0.257105 loss_dfl: 0.182471 loss: 1.240849 eta: 3 days, 11:34:24 batch_cost: 2.2116 data_cost: 0.0010 ips: 12.6604 images/s [11/16 21:24:32] ppdet.engine INFO: Epoch: [57] [1560/3251] learning_rate: 0.076717 loss_vfl: 0.805071 loss_bbox: 0.238199 loss_dfl: 0.166737 loss: 1.205819 eta: 3 days, 11:33:40 batch_cost: 2.1905 data_cost: 0.0015 ips: 12.7825 images/s [11/16 21:25:20] ppdet.engine INFO: Epoch: [57] [1580/3251] learning_rate: 0.076698 loss_vfl: 0.811081 loss_bbox: 0.267161 loss_dfl: 0.177386 loss: 1.253043 eta: 3 days, 11:32:58 batch_cost: 2.2521 data_cost: 0.0010 ips: 12.4329 images/s [11/16 21:26:07] ppdet.engine INFO: Epoch: [57] [1600/3251] learning_rate: 0.076679 loss_vfl: 0.818762 loss_bbox: 0.277113 loss_dfl: 0.177549 loss: 1.260323 eta: 3 days, 11:32:14 batch_cost: 2.1441 data_cost: 0.0011 ips: 13.0593 images/s [11/16 21:26:52] ppdet.engine INFO: Epoch: [57] [1620/3251] learning_rate: 0.076661 loss_vfl: 0.791012 loss_bbox: 0.266382 loss_dfl: 0.173856 loss: 1.265054 eta: 3 days, 11:31:30 batch_cost: 2.1656 data_cost: 0.0013 ips: 12.9295 images/s [11/16 21:27:38] ppdet.engine INFO: Epoch: [57] [1640/3251] learning_rate: 0.076642 loss_vfl: 0.790091 loss_bbox: 0.275919 loss_dfl: 0.184575 loss: 1.246657 eta: 3 days, 11:30:46 batch_cost: 2.1286 data_cost: 0.0010 ips: 13.1540 images/s [11/16 21:28:24] ppdet.engine INFO: Epoch: [57] [1660/3251] learning_rate: 0.076623 loss_vfl: 0.780454 loss_bbox: 0.297204 loss_dfl: 0.197781 loss: 1.265916 eta: 3 days, 11:30:03 batch_cost: 2.1680 data_cost: 0.0009 ips: 12.9149 images/s [11/16 21:29:09] ppdet.engine INFO: Epoch: [57] [1680/3251] learning_rate: 0.076604 loss_vfl: 0.795845 loss_bbox: 0.249588 loss_dfl: 0.168760 loss: 1.238948 eta: 3 days, 11:29:19 batch_cost: 2.1527 data_cost: 0.0010 ips: 13.0071 images/s [11/16 21:29:55] ppdet.engine INFO: Epoch: [57] [1700/3251] learning_rate: 0.076585 loss_vfl: 0.819388 loss_bbox: 0.254754 loss_dfl: 0.175503 loss: 1.256673 eta: 3 days, 11:28:35 batch_cost: 2.1649 data_cost: 0.0009 ips: 12.9339 images/s [11/16 21:30:40] ppdet.engine INFO: Epoch: [57] [1720/3251] learning_rate: 0.076567 loss_vfl: 0.789985 loss_bbox: 0.275626 loss_dfl: 0.177045 loss: 1.255730 eta: 3 days, 11:27:50 batch_cost: 2.1096 data_cost: 0.0010 ips: 13.2725 images/s [11/16 21:31:28] ppdet.engine INFO: Epoch: [57] [1740/3251] learning_rate: 0.076548 loss_vfl: 0.783034 loss_bbox: 0.284397 loss_dfl: 0.185017 loss: 1.243131 eta: 3 days, 11:27:08 batch_cost: 2.2593 data_cost: 0.0013 ips: 12.3934 images/s [11/16 21:32:14] ppdet.engine INFO: Epoch: [57] [1760/3251] learning_rate: 0.076529 loss_vfl: 0.794304 loss_bbox: 0.278466 loss_dfl: 0.185273 loss: 1.250300 eta: 3 days, 11:26:23 batch_cost: 2.0987 data_cost: 0.0010 ips: 13.3417 images/s [11/16 21:33:00] ppdet.engine INFO: Epoch: [57] [1780/3251] learning_rate: 0.076510 loss_vfl: 0.793482 loss_bbox: 0.267141 loss_dfl: 0.186028 loss: 1.252708 eta: 3 days, 11:25:40 batch_cost: 2.1590 data_cost: 0.0012 ips: 12.9691 images/s [11/16 21:33:46] ppdet.engine INFO: Epoch: [57] [1800/3251] learning_rate: 0.076492 loss_vfl: 0.810610 loss_bbox: 0.278611 loss_dfl: 0.186406 loss: 1.267887 eta: 3 days, 11:24:55 batch_cost: 2.1257 data_cost: 0.0010 ips: 13.1718 images/s [11/16 21:34:33] ppdet.engine INFO: Epoch: [57] [1820/3251] learning_rate: 0.076473 loss_vfl: 0.800955 loss_bbox: 0.270943 loss_dfl: 0.182162 loss: 1.266799 eta: 3 days, 11:24:12 batch_cost: 2.1952 data_cost: 0.0010 ips: 12.7550 images/s [11/16 21:35:20] ppdet.engine INFO: Epoch: [57] [1840/3251] learning_rate: 0.076454 loss_vfl: 0.798478 loss_bbox: 0.281417 loss_dfl: 0.185146 loss: 1.281977 eta: 3 days, 11:23:29 batch_cost: 2.2318 data_cost: 0.0010 ips: 12.5461 images/s [11/16 21:36:05] ppdet.engine INFO: Epoch: [57] [1860/3251] learning_rate: 0.076435 loss_vfl: 0.814782 loss_bbox: 0.238501 loss_dfl: 0.172366 loss: 1.222376 eta: 3 days, 11:22:45 batch_cost: 2.1217 data_cost: 0.0010 ips: 13.1971 images/s [11/16 21:36:52] ppdet.engine INFO: Epoch: [57] [1880/3251] learning_rate: 0.076416 loss_vfl: 0.805120 loss_bbox: 0.276630 loss_dfl: 0.194680 loss: 1.259699 eta: 3 days, 11:22:02 batch_cost: 2.2226 data_cost: 0.0009 ips: 12.5978 images/s [11/16 21:37:39] ppdet.engine INFO: Epoch: [57] [1900/3251] learning_rate: 0.076398 loss_vfl: 0.805507 loss_bbox: 0.263534 loss_dfl: 0.175551 loss: 1.237071 eta: 3 days, 11:21:20 batch_cost: 2.2355 data_cost: 0.0009 ips: 12.5251 images/s [11/16 21:38:26] ppdet.engine INFO: Epoch: [57] [1920/3251] learning_rate: 0.076379 loss_vfl: 0.780665 loss_bbox: 0.280405 loss_dfl: 0.187070 loss: 1.255337 eta: 3 days, 11:20:37 batch_cost: 2.2642 data_cost: 0.0010 ips: 12.3662 images/s [11/16 21:39:10] ppdet.engine INFO: Epoch: [57] [1940/3251] learning_rate: 0.076360 loss_vfl: 0.795452 loss_bbox: 0.271859 loss_dfl: 0.188990 loss: 1.254912 eta: 3 days, 11:19:53 batch_cost: 2.1096 data_cost: 0.0015 ips: 13.2728 images/s [11/16 21:39:59] ppdet.engine INFO: Epoch: [57] [1960/3251] learning_rate: 0.076341 loss_vfl: 0.820889 loss_bbox: 0.245060 loss_dfl: 0.171803 loss: 1.230420 eta: 3 days, 11:19:10 batch_cost: 2.2305 data_cost: 0.0010 ips: 12.5532 images/s [11/16 21:40:46] ppdet.engine INFO: Epoch: [57] [1980/3251] learning_rate: 0.076322 loss_vfl: 0.783976 loss_bbox: 0.259358 loss_dfl: 0.177994 loss: 1.200246 eta: 3 days, 11:18:27 batch_cost: 2.2166 data_cost: 0.0011 ips: 12.6318 images/s [11/16 21:41:33] ppdet.engine INFO: Epoch: [57] [2000/3251] learning_rate: 0.076304 loss_vfl: 0.799590 loss_bbox: 0.252043 loss_dfl: 0.168221 loss: 1.223428 eta: 3 days, 11:17:43 batch_cost: 2.1578 data_cost: 0.0010 ips: 12.9762 images/s [11/16 21:42:18] ppdet.engine INFO: Epoch: [57] [2020/3251] learning_rate: 0.076285 loss_vfl: 0.778807 loss_bbox: 0.291568 loss_dfl: 0.186129 loss: 1.299054 eta: 3 days, 11:16:59 batch_cost: 2.1147 data_cost: 0.0009 ips: 13.2409 images/s [11/16 21:43:03] ppdet.engine INFO: Epoch: [57] [2040/3251] learning_rate: 0.076266 loss_vfl: 0.817802 loss_bbox: 0.260644 loss_dfl: 0.176886 loss: 1.311179 eta: 3 days, 11:16:14 batch_cost: 2.1022 data_cost: 0.0010 ips: 13.3196 images/s [11/16 21:43:50] ppdet.engine INFO: Epoch: [57] [2060/3251] learning_rate: 0.076247 loss_vfl: 0.807003 loss_bbox: 0.269493 loss_dfl: 0.186923 loss: 1.281544 eta: 3 days, 11:15:31 batch_cost: 2.2041 data_cost: 0.0010 ips: 12.7039 images/s [11/16 21:44:37] ppdet.engine INFO: Epoch: [57] [2080/3251] learning_rate: 0.076229 loss_vfl: 0.815660 loss_bbox: 0.265011 loss_dfl: 0.174829 loss: 1.265322 eta: 3 days, 11:14:49 batch_cost: 2.2492 data_cost: 0.0013 ips: 12.4489 images/s [11/16 21:45:24] ppdet.engine INFO: Epoch: [57] [2100/3251] learning_rate: 0.076210 loss_vfl: 0.803487 loss_bbox: 0.284771 loss_dfl: 0.190693 loss: 1.299942 eta: 3 days, 11:14:06 batch_cost: 2.2363 data_cost: 0.0013 ips: 12.5206 images/s [11/16 21:46:10] ppdet.engine INFO: Epoch: [57] [2120/3251] learning_rate: 0.076191 loss_vfl: 0.779498 loss_bbox: 0.288904 loss_dfl: 0.194773 loss: 1.290273 eta: 3 days, 11:13:23 batch_cost: 2.1928 data_cost: 0.0015 ips: 12.7690 images/s [11/16 21:46:58] ppdet.engine INFO: Epoch: [57] [2140/3251] learning_rate: 0.076172 loss_vfl: 0.791717 loss_bbox: 0.254169 loss_dfl: 0.165360 loss: 1.213312 eta: 3 days, 11:12:39 batch_cost: 2.1513 data_cost: 0.0013 ips: 13.0156 images/s [11/16 21:47:45] ppdet.engine INFO: Epoch: [57] [2160/3251] learning_rate: 0.076154 loss_vfl: 0.796693 loss_bbox: 0.268887 loss_dfl: 0.182991 loss: 1.279788 eta: 3 days, 11:11:55 batch_cost: 2.1379 data_cost: 0.0011 ips: 13.0971 images/s [11/16 21:48:33] ppdet.engine INFO: Epoch: [57] [2180/3251] learning_rate: 0.076135 loss_vfl: 0.799925 loss_bbox: 0.255077 loss_dfl: 0.186391 loss: 1.214498 eta: 3 days, 11:11:14 batch_cost: 2.3419 data_cost: 0.0009 ips: 11.9563 images/s [11/16 21:49:19] ppdet.engine INFO: Epoch: [57] [2200/3251] learning_rate: 0.076116 loss_vfl: 0.783990 loss_bbox: 0.285308 loss_dfl: 0.185818 loss: 1.275786 eta: 3 days, 11:10:30 batch_cost: 2.1300 data_cost: 0.0014 ips: 13.1455 images/s [11/16 21:50:05] ppdet.engine INFO: Epoch: [57] [2220/3251] learning_rate: 0.076097 loss_vfl: 0.801861 loss_bbox: 0.249539 loss_dfl: 0.185133 loss: 1.240032 eta: 3 days, 11:09:47 batch_cost: 2.2225 data_cost: 0.0009 ips: 12.5982 images/s [11/16 21:50:51] ppdet.engine INFO: Epoch: [57] [2240/3251] learning_rate: 0.076078 loss_vfl: 0.795657 loss_bbox: 0.295493 loss_dfl: 0.190361 loss: 1.290881 eta: 3 days, 11:09:04 batch_cost: 2.1881 data_cost: 0.0010 ips: 12.7963 images/s [11/16 21:51:39] ppdet.engine INFO: Epoch: [57] [2260/3251] learning_rate: 0.076060 loss_vfl: 0.812097 loss_bbox: 0.271450 loss_dfl: 0.188015 loss: 1.275468 eta: 3 days, 11:08:20 batch_cost: 2.1581 data_cost: 0.0106 ips: 12.9746 images/s [11/16 21:52:25] ppdet.engine INFO: Epoch: [57] [2280/3251] learning_rate: 0.076041 loss_vfl: 0.803506 loss_bbox: 0.269818 loss_dfl: 0.178275 loss: 1.263422 eta: 3 days, 11:07:35 batch_cost: 2.0643 data_cost: 0.0009 ips: 13.5642 images/s [11/16 21:53:12] ppdet.engine INFO: Epoch: [57] [2300/3251] learning_rate: 0.076022 loss_vfl: 0.800641 loss_bbox: 0.274281 loss_dfl: 0.186680 loss: 1.245250 eta: 3 days, 11:06:52 batch_cost: 2.2202 data_cost: 0.0011 ips: 12.6115 images/s [11/16 21:53:59] ppdet.engine INFO: Epoch: [57] [2320/3251] learning_rate: 0.076003 loss_vfl: 0.781364 loss_bbox: 0.259096 loss_dfl: 0.166225 loss: 1.216762 eta: 3 days, 11:06:09 batch_cost: 2.2232 data_cost: 0.0009 ips: 12.5943 images/s [11/16 21:54:47] ppdet.engine INFO: Epoch: [57] [2340/3251] learning_rate: 0.075985 loss_vfl: 0.796826 loss_bbox: 0.309585 loss_dfl: 0.195001 loss: 1.310224 eta: 3 days, 11:05:27 batch_cost: 2.3145 data_cost: 0.0009 ips: 12.0974 images/s [11/16 21:55:33] ppdet.engine INFO: Epoch: [57] [2360/3251] learning_rate: 0.075966 loss_vfl: 0.803632 loss_bbox: 0.282995 loss_dfl: 0.186216 loss: 1.279985 eta: 3 days, 11:04:43 batch_cost: 2.1479 data_cost: 0.0011 ips: 13.0358 images/s [11/16 21:56:21] ppdet.engine INFO: Epoch: [57] [2380/3251] learning_rate: 0.075947 loss_vfl: 0.783018 loss_bbox: 0.292323 loss_dfl: 0.202324 loss: 1.259184 eta: 3 days, 11:04:00 batch_cost: 2.2155 data_cost: 0.0010 ips: 12.6383 images/s [11/16 21:57:06] ppdet.engine INFO: Epoch: [57] [2400/3251] learning_rate: 0.075928 loss_vfl: 0.806517 loss_bbox: 0.300885 loss_dfl: 0.204382 loss: 1.312101 eta: 3 days, 11:03:16 batch_cost: 2.1177 data_cost: 0.0010 ips: 13.2217 images/s [11/16 21:57:52] ppdet.engine INFO: Epoch: [57] [2420/3251] learning_rate: 0.075910 loss_vfl: 0.784236 loss_bbox: 0.264653 loss_dfl: 0.187186 loss: 1.248985 eta: 3 days, 11:02:32 batch_cost: 2.1426 data_cost: 0.0012 ips: 13.0680 images/s [11/16 21:58:39] ppdet.engine INFO: Epoch: [57] [2440/3251] learning_rate: 0.075891 loss_vfl: 0.765383 loss_bbox: 0.269228 loss_dfl: 0.177988 loss: 1.225593 eta: 3 days, 11:01:49 batch_cost: 2.1876 data_cost: 0.0009 ips: 12.7992 images/s [11/16 21:59:24] ppdet.engine INFO: Epoch: [57] [2460/3251] learning_rate: 0.075872 loss_vfl: 0.781293 loss_bbox: 0.296708 loss_dfl: 0.198152 loss: 1.315296 eta: 3 days, 11:01:05 batch_cost: 2.1333 data_cost: 0.0012 ips: 13.1250 images/s [11/16 22:00:13] ppdet.engine INFO: Epoch: [57] [2480/3251] learning_rate: 0.075853 loss_vfl: 0.806443 loss_bbox: 0.254227 loss_dfl: 0.163807 loss: 1.223958 eta: 3 days, 11:00:24 batch_cost: 2.3578 data_cost: 0.0010 ips: 11.8757 images/s [11/16 22:00:59] ppdet.engine INFO: Epoch: [57] [2500/3251] learning_rate: 0.075835 loss_vfl: 0.781933 loss_bbox: 0.288969 loss_dfl: 0.180471 loss: 1.253356 eta: 3 days, 10:59:40 batch_cost: 2.1341 data_cost: 0.0011 ips: 13.1203 images/s [11/16 22:01:47] ppdet.engine INFO: Epoch: [57] [2520/3251] learning_rate: 0.075816 loss_vfl: 0.810807 loss_bbox: 0.286130 loss_dfl: 0.185252 loss: 1.305694 eta: 3 days, 10:58:58 batch_cost: 2.2860 data_cost: 0.0010 ips: 12.2486 images/s [11/16 22:02:33] ppdet.engine INFO: Epoch: [57] [2540/3251] learning_rate: 0.075797 loss_vfl: 0.808165 loss_bbox: 0.295534 loss_dfl: 0.200212 loss: 1.305112 eta: 3 days, 10:58:14 batch_cost: 2.1459 data_cost: 0.0010 ips: 13.0479 images/s [11/16 22:03:19] ppdet.engine INFO: Epoch: [57] [2560/3251] learning_rate: 0.075778 loss_vfl: 0.807013 loss_bbox: 0.272814 loss_dfl: 0.180647 loss: 1.239280 eta: 3 days, 10:57:30 batch_cost: 2.1995 data_cost: 0.0010 ips: 12.7299 images/s [11/16 22:04:06] ppdet.engine INFO: Epoch: [57] [2580/3251] learning_rate: 0.075760 loss_vfl: 0.785562 loss_bbox: 0.243803 loss_dfl: 0.174256 loss: 1.205627 eta: 3 days, 10:56:46 batch_cost: 2.1241 data_cost: 0.0010 ips: 13.1823 images/s [11/16 22:04:52] ppdet.engine INFO: Epoch: [57] [2600/3251] learning_rate: 0.075741 loss_vfl: 0.811300 loss_bbox: 0.253615 loss_dfl: 0.177204 loss: 1.264627 eta: 3 days, 10:56:03 batch_cost: 2.2050 data_cost: 0.0011 ips: 12.6984 images/s [11/16 22:05:40] ppdet.engine INFO: Epoch: [57] [2620/3251] learning_rate: 0.075722 loss_vfl: 0.797805 loss_bbox: 0.278445 loss_dfl: 0.190355 loss: 1.270197 eta: 3 days, 10:55:20 batch_cost: 2.2079 data_cost: 0.0010 ips: 12.6817 images/s [11/16 22:06:26] ppdet.engine INFO: Epoch: [57] [2640/3251] learning_rate: 0.075703 loss_vfl: 0.817026 loss_bbox: 0.269776 loss_dfl: 0.189825 loss: 1.293243 eta: 3 days, 10:54:36 batch_cost: 2.1630 data_cost: 0.0010 ips: 12.9449 images/s [11/16 22:07:10] ppdet.engine INFO: Epoch: [57] [2660/3251] learning_rate: 0.075685 loss_vfl: 0.785010 loss_bbox: 0.277937 loss_dfl: 0.181161 loss: 1.245389 eta: 3 days, 10:53:52 batch_cost: 2.1004 data_cost: 0.0010 ips: 13.3308 images/s [11/16 22:07:59] ppdet.engine INFO: Epoch: [57] [2680/3251] learning_rate: 0.075666 loss_vfl: 0.799338 loss_bbox: 0.263432 loss_dfl: 0.181856 loss: 1.282815 eta: 3 days, 10:53:11 batch_cost: 2.3663 data_cost: 0.0010 ips: 11.8328 images/s [11/16 22:08:48] ppdet.engine INFO: Epoch: [57] [2700/3251] learning_rate: 0.075647 loss_vfl: 0.792981 loss_bbox: 0.255227 loss_dfl: 0.171750 loss: 1.241031 eta: 3 days, 10:52:28 batch_cost: 2.2323 data_cost: 0.0019 ips: 12.5433 images/s [11/16 22:09:33] ppdet.engine INFO: Epoch: [57] [2720/3251] learning_rate: 0.075628 loss_vfl: 0.808804 loss_bbox: 0.252256 loss_dfl: 0.180678 loss: 1.262975 eta: 3 days, 10:51:43 batch_cost: 2.0936 data_cost: 0.0015 ips: 13.3742 images/s [11/16 22:10:19] ppdet.engine INFO: Epoch: [57] [2740/3251] learning_rate: 0.075610 loss_vfl: 0.777425 loss_bbox: 0.294974 loss_dfl: 0.193278 loss: 1.275358 eta: 3 days, 10:51:00 batch_cost: 2.2002 data_cost: 0.0012 ips: 12.7259 images/s [11/16 22:11:05] ppdet.engine INFO: Epoch: [57] [2760/3251] learning_rate: 0.075591 loss_vfl: 0.762742 loss_bbox: 0.272831 loss_dfl: 0.187815 loss: 1.245111 eta: 3 days, 10:50:16 batch_cost: 2.1093 data_cost: 0.0010 ips: 13.2747 images/s [11/16 22:11:53] ppdet.engine INFO: Epoch: [57] [2780/3251] learning_rate: 0.075572 loss_vfl: 0.795630 loss_bbox: 0.299617 loss_dfl: 0.192368 loss: 1.305324 eta: 3 days, 10:49:34 batch_cost: 2.2779 data_cost: 0.0010 ips: 12.2919 images/s [11/16 22:12:39] ppdet.engine INFO: Epoch: [57] [2800/3251] learning_rate: 0.075553 loss_vfl: 0.815112 loss_bbox: 0.251233 loss_dfl: 0.185544 loss: 1.247859 eta: 3 days, 10:48:48 batch_cost: 2.0552 data_cost: 0.0013 ips: 13.6238 images/s [11/16 22:13:25] ppdet.engine INFO: Epoch: [57] [2820/3251] learning_rate: 0.075535 loss_vfl: 0.789020 loss_bbox: 0.278899 loss_dfl: 0.186838 loss: 1.270450 eta: 3 days, 10:48:05 batch_cost: 2.2001 data_cost: 0.0011 ips: 12.7269 images/s [11/16 22:14:11] ppdet.engine INFO: Epoch: [57] [2840/3251] learning_rate: 0.075516 loss_vfl: 0.788956 loss_bbox: 0.262706 loss_dfl: 0.170099 loss: 1.219023 eta: 3 days, 10:47:22 batch_cost: 2.1687 data_cost: 0.0010 ips: 12.9112 images/s [11/16 22:14:58] ppdet.engine INFO: Epoch: [57] [2860/3251] learning_rate: 0.075497 loss_vfl: 0.821880 loss_bbox: 0.274584 loss_dfl: 0.189573 loss: 1.284524 eta: 3 days, 10:46:38 batch_cost: 2.1823 data_cost: 0.0011 ips: 12.8305 images/s [11/16 22:15:45] ppdet.engine INFO: Epoch: [57] [2880/3251] learning_rate: 0.075478 loss_vfl: 0.802878 loss_bbox: 0.253508 loss_dfl: 0.171662 loss: 1.252223 eta: 3 days, 10:45:55 batch_cost: 2.1664 data_cost: 0.0010 ips: 12.9249 images/s [11/16 22:16:32] ppdet.engine INFO: Epoch: [57] [2900/3251] learning_rate: 0.075460 loss_vfl: 0.796433 loss_bbox: 0.273016 loss_dfl: 0.179366 loss: 1.261796 eta: 3 days, 10:45:12 batch_cost: 2.2633 data_cost: 0.0010 ips: 12.3712 images/s [11/16 22:17:20] ppdet.engine INFO: Epoch: [57] [2920/3251] learning_rate: 0.075441 loss_vfl: 0.792276 loss_bbox: 0.312182 loss_dfl: 0.188272 loss: 1.309082 eta: 3 days, 10:44:30 batch_cost: 2.2474 data_cost: 0.0017 ips: 12.4586 images/s [11/16 22:18:07] ppdet.engine INFO: Epoch: [57] [2940/3251] learning_rate: 0.075422 loss_vfl: 0.815114 loss_bbox: 0.278785 loss_dfl: 0.184589 loss: 1.279729 eta: 3 days, 10:43:46 batch_cost: 2.1784 data_cost: 0.0009 ips: 12.8534 images/s [11/16 22:18:52] ppdet.engine INFO: Epoch: [57] [2960/3251] learning_rate: 0.075403 loss_vfl: 0.799864 loss_bbox: 0.257118 loss_dfl: 0.166637 loss: 1.226108 eta: 3 days, 10:43:02 batch_cost: 2.1427 data_cost: 0.0012 ips: 13.0676 images/s [11/16 22:19:39] ppdet.engine INFO: Epoch: [57] [2980/3251] learning_rate: 0.075385 loss_vfl: 0.801153 loss_bbox: 0.274687 loss_dfl: 0.182664 loss: 1.233469 eta: 3 days, 10:42:19 batch_cost: 2.2044 data_cost: 0.0012 ips: 12.7016 images/s [11/16 22:20:23] ppdet.engine INFO: Epoch: [57] [3000/3251] learning_rate: 0.075366 loss_vfl: 0.800809 loss_bbox: 0.257524 loss_dfl: 0.182871 loss: 1.252766 eta: 3 days, 10:41:35 batch_cost: 2.1113 data_cost: 0.0010 ips: 13.2618 images/s [11/16 22:21:12] ppdet.engine INFO: Epoch: [57] [3020/3251] learning_rate: 0.075347 loss_vfl: 0.778958 loss_bbox: 0.287497 loss_dfl: 0.181838 loss: 1.244503 eta: 3 days, 10:40:52 batch_cost: 2.2111 data_cost: 0.0010 ips: 12.6635 images/s [11/16 22:21:59] ppdet.engine INFO: Epoch: [57] [3040/3251] learning_rate: 0.075329 loss_vfl: 0.777292 loss_bbox: 0.254876 loss_dfl: 0.182439 loss: 1.222843 eta: 3 days, 10:40:08 batch_cost: 2.1809 data_cost: 0.0010 ips: 12.8389 images/s [11/16 22:22:45] ppdet.engine INFO: Epoch: [57] [3060/3251] learning_rate: 0.075310 loss_vfl: 0.788883 loss_bbox: 0.295737 loss_dfl: 0.187253 loss: 1.300200 eta: 3 days, 10:39:25 batch_cost: 2.2244 data_cost: 0.0009 ips: 12.5876 images/s [11/16 22:23:31] ppdet.engine INFO: Epoch: [57] [3080/3251] learning_rate: 0.075291 loss_vfl: 0.792186 loss_bbox: 0.259132 loss_dfl: 0.183771 loss: 1.227343 eta: 3 days, 10:38:42 batch_cost: 2.1885 data_cost: 0.0010 ips: 12.7940 images/s [11/16 22:24:18] ppdet.engine INFO: Epoch: [57] [3100/3251] learning_rate: 0.075272 loss_vfl: 0.807433 loss_bbox: 0.260042 loss_dfl: 0.166027 loss: 1.235821 eta: 3 days, 10:38:00 batch_cost: 2.2569 data_cost: 0.0017 ips: 12.4061 images/s [11/16 22:25:05] ppdet.engine INFO: Epoch: [57] [3120/3251] learning_rate: 0.075254 loss_vfl: 0.813962 loss_bbox: 0.298443 loss_dfl: 0.192974 loss: 1.295482 eta: 3 days, 10:37:16 batch_cost: 2.1896 data_cost: 0.0009 ips: 12.7880 images/s [11/16 22:25:52] ppdet.engine INFO: Epoch: [57] [3140/3251] learning_rate: 0.075235 loss_vfl: 0.793840 loss_bbox: 0.270802 loss_dfl: 0.180195 loss: 1.247887 eta: 3 days, 10:36:33 batch_cost: 2.2027 data_cost: 0.0011 ips: 12.7116 images/s [11/16 22:26:40] ppdet.engine INFO: Epoch: [57] [3160/3251] learning_rate: 0.075216 loss_vfl: 0.793525 loss_bbox: 0.300003 loss_dfl: 0.187633 loss: 1.269599 eta: 3 days, 10:35:51 batch_cost: 2.2426 data_cost: 0.0009 ips: 12.4857 images/s [11/16 22:27:27] ppdet.engine INFO: Epoch: [57] [3180/3251] learning_rate: 0.075197 loss_vfl: 0.803016 loss_bbox: 0.278279 loss_dfl: 0.181506 loss: 1.248284 eta: 3 days, 10:35:07 batch_cost: 2.1921 data_cost: 0.0012 ips: 12.7733 images/s [11/16 22:28:11] ppdet.engine INFO: Epoch: [57] [3200/3251] learning_rate: 0.075179 loss_vfl: 0.827628 loss_bbox: 0.284171 loss_dfl: 0.201691 loss: 1.300925 eta: 3 days, 10:34:23 batch_cost: 2.0940 data_cost: 0.0009 ips: 13.3718 images/s [11/16 22:28:57] ppdet.engine INFO: Epoch: [57] [3220/3251] learning_rate: 0.075160 loss_vfl: 0.808506 loss_bbox: 0.284865 loss_dfl: 0.192120 loss: 1.303336 eta: 3 days, 10:33:40 batch_cost: 2.2174 data_cost: 0.0010 ips: 12.6272 images/s [11/16 22:29:43] ppdet.engine INFO: Epoch: [57] [3240/3251] learning_rate: 0.075141 loss_vfl: 0.796057 loss_bbox: 0.245752 loss_dfl: 0.177891 loss: 1.221707 eta: 3 days, 10:32:55 batch_cost: 2.1019 data_cost: 0.0016 ips: 13.3214 images/s [11/16 22:30:02] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_lcnet_2_5x_640_mainbody [11/16 22:30:03] ppdet.engine INFO: Eval iter: 0 [11/16 22:30:51] ppdet.engine INFO: Eval iter: 100 [11/16 22:31:18] ppdet.engine INFO: Eval iter: 200 [11/16 22:31:45] ppdet.engine INFO: Eval iter: 300 [11/16 22:32:12] ppdet.engine INFO: Eval iter: 400 [11/16 22:32:39] ppdet.engine INFO: Eval iter: 500 [11/16 22:33:06] ppdet.engine INFO: Eval iter: 600 [11/16 22:33:33] ppdet.engine INFO: Eval iter: 700 [11/16 22:34:00] ppdet.engine INFO: Eval iter: 800 [11/16 22:34:27] ppdet.engine INFO: Eval iter: 900 [11/16 22:34:53] ppdet.engine INFO: Eval iter: 1000 [11/16 22:35:18] ppdet.engine INFO: Eval iter: 1100 [11/16 22:35:44] ppdet.engine INFO: Eval iter: 1200 [11/16 22:36:10] ppdet.engine INFO: Eval iter: 1300 [11/16 22:36:35] ppdet.engine INFO: Eval iter: 1400 [11/16 22:37:04] ppdet.engine INFO: Eval iter: 1500 [11/16 22:37:32] ppdet.engine INFO: Eval iter: 1600 [11/16 22:37:59] ppdet.engine INFO: Eval iter: 1700 [11/16 22:38:27] ppdet.engine INFO: Eval iter: 1800 [11/16 22:38:53] ppdet.engine INFO: Eval iter: 1900 [11/16 22:39:21] ppdet.engine INFO: Eval iter: 2000 [11/16 22:39:47] ppdet.engine INFO: Eval iter: 2100 [11/16 22:40:14] ppdet.engine INFO: Eval iter: 2200 [11/16 22:40:42] ppdet.engine INFO: Eval iter: 2300 [11/16 22:41:47] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json. loading annotations into memory... Done (t=4.22s) creating index... index created! [11/16 22:41:52] ppdet.metrics.coco_utils INFO: Start evaluate... Loading and preparing results... DONE (t=22.16s) creating index... index created! Running per image evaluation... Evaluate annotation type *bbox* DONE (t=372.95s). Accumulating evaluation results... DONE (t=28.60s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.400 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.599 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.425 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.221 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.452 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.525 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.083 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.397 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 ] = 0.362 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.627 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.763 [11/16 22:48:59] ppdet.engine INFO: Total sample number: 19074, averge FPS: 28.66786544520061 [11/16 22:48:59] ppdet.engine INFO: Best test bbox ap is 0.415. [11/16 22:49:00] ppdet.engine INFO: Epoch: [58] [ 0/3251] learning_rate: 0.075131 loss_vfl: 0.783904 loss_bbox: 0.260461 loss_dfl: 0.184794 loss: 1.227693 eta: 3 days, 10:32:21 batch_cost: 1.4233 data_cost: 0.0015 ips: 19.6726 images/s [11/16 22:49:48] ppdet.engine INFO: Epoch: [58] [ 20/3251] learning_rate: 0.075112 loss_vfl: 0.776549 loss_bbox: 0.256698 loss_dfl: 0.169553 loss: 1.188971 eta: 3 days, 10:31:39 batch_cost: 2.2426 data_cost: 0.0018 ips: 12.4857 images/s [11/16 22:50:33] ppdet.engine INFO: Epoch: [58] [ 40/3251] learning_rate: 0.075094 loss_vfl: 0.776866 loss_bbox: 0.316161 loss_dfl: 0.213963 loss: 1.311409 eta: 3 days, 10:30:54 batch_cost: 2.0869 data_cost: 0.0010 ips: 13.4168 images/s [11/16 22:51:20] ppdet.engine INFO: Epoch: [58] [ 60/3251] learning_rate: 0.075075 loss_vfl: 0.778987 loss_bbox: 0.289391 loss_dfl: 0.195588 loss: 1.262960 eta: 3 days, 10:30:11 batch_cost: 2.2638 data_cost: 0.0012 ips: 12.3686 images/s [11/16 22:52:07] ppdet.engine INFO: Epoch: [58] [ 80/3251] learning_rate: 0.075056 loss_vfl: 0.790735 loss_bbox: 0.271579 loss_dfl: 0.180320 loss: 1.258372 eta: 3 days, 10:29:28 batch_cost: 2.2072 data_cost: 0.0010 ips: 12.6858 images/s [11/16 22:52:54] ppdet.engine INFO: Epoch: [58] [ 100/3251] learning_rate: 0.075037 loss_vfl: 0.784524 loss_bbox: 0.249309 loss_dfl: 0.171728 loss: 1.210860 eta: 3 days, 10:28:45 batch_cost: 2.1593 data_cost: 0.0012 ips: 12.9673 images/s [11/16 22:53:41] ppdet.engine INFO: Epoch: [58] [ 120/3251] learning_rate: 0.075019 loss_vfl: 0.771640 loss_bbox: 0.270605 loss_dfl: 0.181152 loss: 1.225944 eta: 3 days, 10:28:02 batch_cost: 2.2384 data_cost: 0.0010 ips: 12.5090 images/s [11/16 22:54:28] ppdet.engine INFO: Epoch: [58] [ 140/3251] learning_rate: 0.075000 loss_vfl: 0.777492 loss_bbox: 0.292628 loss_dfl: 0.197247 loss: 1.266592 eta: 3 days, 10:27:18 batch_cost: 2.1801 data_cost: 0.0015 ips: 12.8437 images/s [11/16 22:55:14] ppdet.engine INFO: Epoch: [58] [ 160/3251] learning_rate: 0.074981 loss_vfl: 0.783185 loss_bbox: 0.233251 loss_dfl: 0.164875 loss: 1.202060 eta: 3 days, 10:26:35 batch_cost: 2.1638 data_cost: 0.0010 ips: 12.9401 images/s [11/16 22:56:00] ppdet.engine INFO: Epoch: [58] [ 180/3251] learning_rate: 0.074963 loss_vfl: 0.780097 loss_bbox: 0.290643 loss_dfl: 0.197505 loss: 1.273331 eta: 3 days, 10:25:52 batch_cost: 2.1966 data_cost: 0.0010 ips: 12.7470 images/s [11/16 22:56:49] ppdet.engine INFO: Epoch: [58] [ 200/3251] learning_rate: 0.074944 loss_vfl: 0.791697 loss_bbox: 0.252098 loss_dfl: 0.167828 loss: 1.210846 eta: 3 days, 10:25:09 batch_cost: 2.2448 data_cost: 0.0011 ips: 12.4730 images/s [11/16 22:57:36] ppdet.engine INFO: Epoch: [58] [ 220/3251] learning_rate: 0.074925 loss_vfl: 0.789831 loss_bbox: 0.267548 loss_dfl: 0.180752 loss: 1.239875 eta: 3 days, 10:24:26 batch_cost: 2.2418 data_cost: 0.0010 ips: 12.4898 images/s [11/16 22:58:23] ppdet.engine INFO: Epoch: [58] [ 240/3251] learning_rate: 0.074906 loss_vfl: 0.815575 loss_bbox: 0.272992 loss_dfl: 0.186314 loss: 1.308044 eta: 3 days, 10:23:43 batch_cost: 2.1621 data_cost: 0.0016 ips: 12.9501 images/s [11/16 22:59:09] ppdet.engine INFO: Epoch: [58] [ 260/3251] learning_rate: 0.074888 loss_vfl: 0.802428 loss_bbox: 0.253651 loss_dfl: 0.180322 loss: 1.263384 eta: 3 days, 10:22:59 batch_cost: 2.1882 data_cost: 0.0013 ips: 12.7959 images/s [11/16 22:59:56] ppdet.engine INFO: Epoch: [58] [ 280/3251] learning_rate: 0.074869 loss_vfl: 0.790872 loss_bbox: 0.287510 loss_dfl: 0.202904 loss: 1.280513 eta: 3 days, 10:22:17 batch_cost: 2.2813 data_cost: 0.0009 ips: 12.2737 images/s [11/16 23:00:45] ppdet.engine INFO: Epoch: [58] [ 300/3251] learning_rate: 0.074850 loss_vfl: 0.776232 loss_bbox: 0.260955 loss_dfl: 0.174703 loss: 1.232578 eta: 3 days, 10:21:36 batch_cost: 2.3244 data_cost: 0.0010 ips: 12.0462 images/s [11/16 23:01:34] ppdet.engine INFO: Epoch: [58] [ 320/3251] learning_rate: 0.074832 loss_vfl: 0.783041 loss_bbox: 0.307232 loss_dfl: 0.197198 loss: 1.312542 eta: 3 days, 10:20:55 batch_cost: 2.3256 data_cost: 0.0010 ips: 12.0400 images/s [11/16 23:02:20] ppdet.engine INFO: Epoch: [58] [ 340/3251] learning_rate: 0.074813 loss_vfl: 0.796217 loss_bbox: 0.237863 loss_dfl: 0.172940 loss: 1.195852 eta: 3 days, 10:20:11 batch_cost: 2.1723 data_cost: 0.0014 ips: 12.8894 images/s [11/16 23:03:09] ppdet.engine INFO: Epoch: [58] [ 360/3251] learning_rate: 0.074794 loss_vfl: 0.806111 loss_bbox: 0.289412 loss_dfl: 0.183484 loss: 1.296624 eta: 3 days, 10:19:29 batch_cost: 2.2918 data_cost: 0.0015 ips: 12.2175 images/s [11/16 23:03:58] ppdet.engine INFO: Epoch: [58] [ 380/3251] learning_rate: 0.074776 loss_vfl: 0.774072 loss_bbox: 0.285801 loss_dfl: 0.194072 loss: 1.271034 eta: 3 days, 10:18:47 batch_cost: 2.2496 data_cost: 0.0010 ips: 12.4468 images/s [11/16 23:04:43] ppdet.engine INFO: Epoch: [58] [ 400/3251] learning_rate: 0.074757 loss_vfl: 0.807857 loss_bbox: 0.242838 loss_dfl: 0.164176 loss: 1.196988 eta: 3 days, 10:18:02 batch_cost: 2.0990 data_cost: 0.0011 ips: 13.3400 images/s [11/16 23:05:29] ppdet.engine INFO: Epoch: [58] [ 420/3251] learning_rate: 0.074738 loss_vfl: 0.792627 loss_bbox: 0.297058 loss_dfl: 0.198314 loss: 1.293613 eta: 3 days, 10:17:18 batch_cost: 2.1372 data_cost: 0.0012 ips: 13.1013 images/s [11/16 23:06:15] ppdet.engine INFO: Epoch: [58] [ 440/3251] learning_rate: 0.074719 loss_vfl: 0.781531 loss_bbox: 0.275948 loss_dfl: 0.187621 loss: 1.266359 eta: 3 days, 10:16:35 batch_cost: 2.2066 data_cost: 0.0010 ips: 12.6890 images/s [11/16 23:07:04] ppdet.engine INFO: Epoch: [58] [ 460/3251] learning_rate: 0.074701 loss_vfl: 0.806266 loss_bbox: 0.268959 loss_dfl: 0.186222 loss: 1.256161 eta: 3 days, 10:15:54 batch_cost: 2.3264 data_cost: 0.0012 ips: 12.0357 images/s [11/16 23:07:49] ppdet.engine INFO: Epoch: [58] [ 480/3251] learning_rate: 0.074682 loss_vfl: 0.790478 loss_bbox: 0.261925 loss_dfl: 0.189855 loss: 1.259858 eta: 3 days, 10:15:09 batch_cost: 2.1372 data_cost: 0.0121 ips: 13.1012 images/s [11/16 23:08:36] ppdet.engine INFO: Epoch: [58] [ 500/3251] learning_rate: 0.074663 loss_vfl: 0.791044 loss_bbox: 0.244538 loss_dfl: 0.178851 loss: 1.242266 eta: 3 days, 10:14:27 batch_cost: 2.2356 data_cost: 0.0012 ips: 12.5245 images/s [11/16 23:09:24] ppdet.engine INFO: Epoch: [58] [ 520/3251] learning_rate: 0.074645 loss_vfl: 0.803812 loss_bbox: 0.246022 loss_dfl: 0.158413 loss: 1.223185 eta: 3 days, 10:13:44 batch_cost: 2.2195 data_cost: 0.0010 ips: 12.6154 images/s [11/16 23:10:10] ppdet.engine INFO: Epoch: [58] [ 540/3251] learning_rate: 0.074626 loss_vfl: 0.811259 loss_bbox: 0.272490 loss_dfl: 0.184340 loss: 1.275167 eta: 3 days, 10:13:00 batch_cost: 2.1634 data_cost: 0.0023 ips: 12.9428 images/s [11/16 23:10:57] ppdet.engine INFO: Epoch: [58] [ 560/3251] learning_rate: 0.074607 loss_vfl: 0.796989 loss_bbox: 0.301010 loss_dfl: 0.193537 loss: 1.283260 eta: 3 days, 10:12:16 batch_cost: 2.1232 data_cost: 0.0012 ips: 13.1879 images/s [11/16 23:11:43] ppdet.engine INFO: Epoch: [58] [ 580/3251] learning_rate: 0.074589 loss_vfl: 0.799093 loss_bbox: 0.283562 loss_dfl: 0.189077 loss: 1.273897 eta: 3 days, 10:11:33 batch_cost: 2.2141 data_cost: 0.0010 ips: 12.6461 images/s [11/16 23:12:30] ppdet.engine INFO: Epoch: [58] [ 600/3251] learning_rate: 0.074570 loss_vfl: 0.800959 loss_bbox: 0.276351 loss_dfl: 0.182245 loss: 1.245497 eta: 3 days, 10:10:49 batch_cost: 2.1823 data_cost: 0.0010 ips: 12.8305 images/s [11/16 23:13:16] ppdet.engine INFO: Epoch: [58] [ 620/3251] learning_rate: 0.074551 loss_vfl: 0.812466 loss_bbox: 0.298740 loss_dfl: 0.187339 loss: 1.280430 eta: 3 days, 10:10:06 batch_cost: 2.1961 data_cost: 0.0010 ips: 12.7499 images/s [11/16 23:14:02] ppdet.engine INFO: Epoch: [58] [ 640/3251] learning_rate: 0.074532 loss_vfl: 0.776860 loss_bbox: 0.267476 loss_dfl: 0.185505 loss: 1.250634 eta: 3 days, 10:09:23 batch_cost: 2.2219 data_cost: 0.0010 ips: 12.6017 images/s [11/16 23:14:48] ppdet.engine INFO: Epoch: [58] [ 660/3251] learning_rate: 0.074514 loss_vfl: 0.780897 loss_bbox: 0.306516 loss_dfl: 0.197518 loss: 1.289121 eta: 3 days, 10:08:40 batch_cost: 2.2123 data_cost: 0.0009 ips: 12.6568 images/s [11/16 23:15:34] ppdet.engine INFO: Epoch: [58] [ 680/3251] learning_rate: 0.074495 loss_vfl: 0.781766 loss_bbox: 0.321472 loss_dfl: 0.202172 loss: 1.317368 eta: 3 days, 10:07:56 batch_cost: 2.1259 data_cost: 0.0010 ips: 13.1712 images/s [11/16 23:16:21] ppdet.engine INFO: Epoch: [58] [ 700/3251] learning_rate: 0.074476 loss_vfl: 0.782889 loss_bbox: 0.274418 loss_dfl: 0.186371 loss: 1.246015 eta: 3 days, 10:07:12 batch_cost: 2.1157 data_cost: 0.0010 ips: 13.2345 images/s [11/16 23:17:09] ppdet.engine INFO: Epoch: [58] [ 720/3251] learning_rate: 0.074458 loss_vfl: 0.801271 loss_bbox: 0.257072 loss_dfl: 0.188403 loss: 1.232494 eta: 3 days, 10:06:30 batch_cost: 2.3272 data_cost: 0.0009 ips: 12.0317 images/s [11/16 23:17:56] ppdet.engine INFO: Epoch: [58] [ 740/3251] learning_rate: 0.074439 loss_vfl: 0.779720 loss_bbox: 0.279580 loss_dfl: 0.182668 loss: 1.259773 eta: 3 days, 10:05:48 batch_cost: 2.2442 data_cost: 0.0012 ips: 12.4764 images/s [11/16 23:18:43] ppdet.engine INFO: Epoch: [58] [ 760/3251] learning_rate: 0.074420 loss_vfl: 0.791121 loss_bbox: 0.275194 loss_dfl: 0.189359 loss: 1.235115 eta: 3 days, 10:05:05 batch_cost: 2.2551 data_cost: 0.0011 ips: 12.4165 images/s [11/16 23:19:33] ppdet.engine INFO: Epoch: [58] [ 780/3251] learning_rate: 0.074402 loss_vfl: 0.814627 loss_bbox: 0.261495 loss_dfl: 0.178159 loss: 1.233025 eta: 3 days, 10:04:24 batch_cost: 2.3620 data_cost: 0.0009 ips: 11.8543 images/s [11/16 23:20:21] ppdet.engine INFO: Epoch: [58] [ 800/3251] learning_rate: 0.074383 loss_vfl: 0.793947 loss_bbox: 0.319029 loss_dfl: 0.196306 loss: 1.302677 eta: 3 days, 10:03:43 batch_cost: 2.3103 data_cost: 0.0013 ips: 12.1195 images/s [11/16 23:21:10] ppdet.engine INFO: Epoch: [58] [ 820/3251] learning_rate: 0.074364 loss_vfl: 0.812997 loss_bbox: 0.255389 loss_dfl: 0.179821 loss: 1.261376 eta: 3 days, 10:03:02 batch_cost: 2.3304 data_cost: 0.0011 ips: 12.0153 images/s [11/16 23:21:57] ppdet.engine INFO: Epoch: [58] [ 840/3251] learning_rate: 0.074346 loss_vfl: 0.801763 loss_bbox: 0.269544 loss_dfl: 0.179100 loss: 1.253252 eta: 3 days, 10:02:18 batch_cost: 2.1662 data_cost: 0.0015 ips: 12.9256 images/s [11/16 23:22:43] ppdet.engine INFO: Epoch: [58] [ 860/3251] learning_rate: 0.074327 loss_vfl: 0.786952 loss_bbox: 0.288586 loss_dfl: 0.189887 loss: 1.262009 eta: 3 days, 10:01:34 batch_cost: 2.1465 data_cost: 0.0011 ips: 13.0447 images/s [11/16 23:23:31] ppdet.engine INFO: Epoch: [58] [ 880/3251] learning_rate: 0.074308 loss_vfl: 0.787801 loss_bbox: 0.297133 loss_dfl: 0.203505 loss: 1.282433 eta: 3 days, 10:00:52 batch_cost: 2.2673 data_cost: 0.0011 ips: 12.3494 images/s [11/16 23:24:18] ppdet.engine INFO: Epoch: [58] [ 900/3251] learning_rate: 0.074290 loss_vfl: 0.849300 loss_bbox: 0.257386 loss_dfl: 0.176631 loss: 1.252784 eta: 3 days, 10:00:08 batch_cost: 2.1304 data_cost: 0.0012 ips: 13.1428 images/s [11/16 23:25:03] ppdet.engine INFO: Epoch: [58] [ 920/3251] learning_rate: 0.074271 loss_vfl: 0.800635 loss_bbox: 0.258344 loss_dfl: 0.173893 loss: 1.226375 eta: 3 days, 9:59:23 batch_cost: 2.0851 data_cost: 0.0011 ips: 13.4283 images/s [11/16 23:25:50] ppdet.engine INFO: Epoch: [58] [ 940/3251] learning_rate: 0.074252 loss_vfl: 0.782505 loss_bbox: 0.275076 loss_dfl: 0.179700 loss: 1.250797 eta: 3 days, 9:58:40 batch_cost: 2.2109 data_cost: 0.0011 ips: 12.6643 images/s [11/16 23:26:35] ppdet.engine INFO: Epoch: [58] [ 960/3251] learning_rate: 0.074234 loss_vfl: 0.822604 loss_bbox: 0.270061 loss_dfl: 0.187965 loss: 1.258382 eta: 3 days, 9:57:56 batch_cost: 2.1979 data_cost: 0.0009 ips: 12.7393 images/s [11/16 23:27:21] ppdet.engine INFO: Epoch: [58] [ 980/3251] learning_rate: 0.074215 loss_vfl: 0.797029 loss_bbox: 0.263467 loss_dfl: 0.176923 loss: 1.255530 eta: 3 days, 9:57:13 batch_cost: 2.1862 data_cost: 0.0010 ips: 12.8074 images/s [11/16 23:28:08] ppdet.engine INFO: Epoch: [58] [1000/3251] learning_rate: 0.074196 loss_vfl: 0.794252 loss_bbox: 0.318922 loss_dfl: 0.192658 loss: 1.292436 eta: 3 days, 9:56:30 batch_cost: 2.2344 data_cost: 0.0009 ips: 12.5315 images/s [11/16 23:28:56] ppdet.engine INFO: Epoch: [58] [1020/3251] learning_rate: 0.074178 loss_vfl: 0.810963 loss_bbox: 0.293813 loss_dfl: 0.195249 loss: 1.310644 eta: 3 days, 9:55:48 batch_cost: 2.2359 data_cost: 0.0010 ips: 12.5226 images/s [11/16 23:29:41] ppdet.engine INFO: Epoch: [58] [1040/3251] learning_rate: 0.074159 loss_vfl: 0.809321 loss_bbox: 0.241517 loss_dfl: 0.170643 loss: 1.236218 eta: 3 days, 9:55:04 batch_cost: 2.1417 data_cost: 0.0009 ips: 13.0738 images/s [11/16 23:30:30] ppdet.engine INFO: Epoch: [58] [1060/3251] learning_rate: 0.074140 loss_vfl: 0.810448 loss_bbox: 0.268893 loss_dfl: 0.179765 loss: 1.247920 eta: 3 days, 9:54:22 batch_cost: 2.3134 data_cost: 0.0011 ips: 12.1034 images/s [11/16 23:31:16] ppdet.engine INFO: Epoch: [58] [1080/3251] learning_rate: 0.074122 loss_vfl: 0.789595 loss_bbox: 0.226436 loss_dfl: 0.158200 loss: 1.203294 eta: 3 days, 9:53:39 batch_cost: 2.1795 data_cost: 0.0010 ips: 12.8471 images/s [11/16 23:32:02] ppdet.engine INFO: Epoch: [58] [1100/3251] learning_rate: 0.074103 loss_vfl: 0.795565 loss_bbox: 0.281160 loss_dfl: 0.183306 loss: 1.295627 eta: 3 days, 9:52:55 batch_cost: 2.1638 data_cost: 0.0010 ips: 12.9400 images/s [11/16 23:32:48] ppdet.engine INFO: Epoch: [58] [1120/3251] learning_rate: 0.074084 loss_vfl: 0.802252 loss_bbox: 0.277421 loss_dfl: 0.180566 loss: 1.216647 eta: 3 days, 9:52:11 batch_cost: 2.1753 data_cost: 0.0027 ips: 12.8719 images/s [11/16 23:33:35] ppdet.engine INFO: Epoch: [58] [1140/3251] learning_rate: 0.074066 loss_vfl: 0.783971 loss_bbox: 0.266181 loss_dfl: 0.184115 loss: 1.239645 eta: 3 days, 9:51:29 batch_cost: 2.2331 data_cost: 0.0010 ips: 12.5384 images/s [11/16 23:34:23] ppdet.engine INFO: Epoch: [58] [1160/3251] learning_rate: 0.074047 loss_vfl: 0.779800 loss_bbox: 0.268676 loss_dfl: 0.188406 loss: 1.256489 eta: 3 days, 9:50:47 batch_cost: 2.2785 data_cost: 0.0010 ips: 12.2885 images/s [11/16 23:35:11] ppdet.engine INFO: Epoch: [58] [1180/3251] learning_rate: 0.074028 loss_vfl: 0.783360 loss_bbox: 0.292853 loss_dfl: 0.190295 loss: 1.274262 eta: 3 days, 9:50:04 batch_cost: 2.2224 data_cost: 0.0016 ips: 12.5991 images/s [11/16 23:35:57] ppdet.engine INFO: Epoch: [58] [1200/3251] learning_rate: 0.074010 loss_vfl: 0.812550 loss_bbox: 0.269428 loss_dfl: 0.174661 loss: 1.272983 eta: 3 days, 9:49:20 batch_cost: 2.1730 data_cost: 0.0009 ips: 12.8855 images/s [11/16 23:36:44] ppdet.engine INFO: Epoch: [58] [1220/3251] learning_rate: 0.073991 loss_vfl: 0.832479 loss_bbox: 0.263508 loss_dfl: 0.168697 loss: 1.250401 eta: 3 days, 9:48:38 batch_cost: 2.2659 data_cost: 0.0011 ips: 12.3573 images/s [11/16 23:37:32] ppdet.engine INFO: Epoch: [58] [1240/3251] learning_rate: 0.073972 loss_vfl: 0.788234 loss_bbox: 0.259152 loss_dfl: 0.180546 loss: 1.248922 eta: 3 days, 9:47:54 batch_cost: 2.1682 data_cost: 0.0011 ips: 12.9142 images/s [11/16 23:38:19] ppdet.engine INFO: Epoch: [58] [1260/3251] learning_rate: 0.073954 loss_vfl: 0.789324 loss_bbox: 0.251829 loss_dfl: 0.179079 loss: 1.225484 eta: 3 days, 9:47:11 batch_cost: 2.2224 data_cost: 0.0010 ips: 12.5990 images/s [11/16 23:39:05] ppdet.engine INFO: Epoch: [58] [1280/3251] learning_rate: 0.073935 loss_vfl: 0.766688 loss_bbox: 0.260936 loss_dfl: 0.174562 loss: 1.220998 eta: 3 days, 9:46:27 batch_cost: 2.1284 data_cost: 0.0009 ips: 13.1552 images/s [11/16 23:39:51] ppdet.engine INFO: Epoch: [58] [1300/3251] learning_rate: 0.073916 loss_vfl: 0.788200 loss_bbox: 0.288298 loss_dfl: 0.194322 loss: 1.252542 eta: 3 days, 9:45:44 batch_cost: 2.2125 data_cost: 0.0010 ips: 12.6553 images/s [11/16 23:40:37] ppdet.engine INFO: Epoch: [58] [1320/3251] learning_rate: 0.073898 loss_vfl: 0.792640 loss_bbox: 0.266638 loss_dfl: 0.176561 loss: 1.243928 eta: 3 days, 9:45:01 batch_cost: 2.1945 data_cost: 0.0009 ips: 12.7590 images/s [11/16 23:41:23] ppdet.engine INFO: Epoch: [58] [1340/3251] learning_rate: 0.073879 loss_vfl: 0.769541 loss_bbox: 0.261811 loss_dfl: 0.178431 loss: 1.220063 eta: 3 days, 9:44:16 batch_cost: 2.0907 data_cost: 0.0010 ips: 13.3929 images/s [11/16 23:42:11] ppdet.engine INFO: Epoch: [58] [1360/3251] learning_rate: 0.073860 loss_vfl: 0.796862 loss_bbox: 0.269695 loss_dfl: 0.171842 loss: 1.234973 eta: 3 days, 9:43:34 batch_cost: 2.2427 data_cost: 0.0009 ips: 12.4847 images/s [11/16 23:42:58] ppdet.engine INFO: Epoch: [58] [1380/3251] learning_rate: 0.073842 loss_vfl: 0.782473 loss_bbox: 0.265775 loss_dfl: 0.173757 loss: 1.231293 eta: 3 days, 9:42:51 batch_cost: 2.2433 data_cost: 0.0010 ips: 12.4815 images/s [11/16 23:43:45] ppdet.engine INFO: Epoch: [58] [1400/3251] learning_rate: 0.073823 loss_vfl: 0.818569 loss_bbox: 0.267754 loss_dfl: 0.177818 loss: 1.259999 eta: 3 days, 9:42:08 batch_cost: 2.2371 data_cost: 0.0009 ips: 12.5161 images/s [11/16 23:44:30] ppdet.engine INFO: Epoch: [58] [1420/3251] learning_rate: 0.073804 loss_vfl: 0.793016 loss_bbox: 0.247624 loss_dfl: 0.163570 loss: 1.236587 eta: 3 days, 9:41:23 batch_cost: 2.0264 data_cost: 0.0009 ips: 13.8175 images/s [11/16 23:45:17] ppdet.engine INFO: Epoch: [58] [1440/3251] learning_rate: 0.073786 loss_vfl: 0.813475 loss_bbox: 0.269623 loss_dfl: 0.186490 loss: 1.263200 eta: 3 days, 9:40:39 batch_cost: 2.1967 data_cost: 0.0014 ips: 12.7462 images/s [11/16 23:46:05] ppdet.engine INFO: Epoch: [58] [1460/3251] learning_rate: 0.073767 loss_vfl: 0.782424 loss_bbox: 0.255281 loss_dfl: 0.160671 loss: 1.209199 eta: 3 days, 9:39:55 batch_cost: 2.1192 data_cost: 0.0013 ips: 13.2127 images/s [11/16 23:46:51] ppdet.engine INFO: Epoch: [58] [1480/3251] learning_rate: 0.073748 loss_vfl: 0.795430 loss_bbox: 0.258564 loss_dfl: 0.186148 loss: 1.252533 eta: 3 days, 9:39:12 batch_cost: 2.2363 data_cost: 0.0009 ips: 12.5208 images/s [11/16 23:47:37] ppdet.engine INFO: Epoch: [58] [1500/3251] learning_rate: 0.073730 loss_vfl: 0.803240 loss_bbox: 0.266914 loss_dfl: 0.179737 loss: 1.228156 eta: 3 days, 9:38:28 batch_cost: 2.1419 data_cost: 0.0009 ips: 13.0725 images/s [11/16 23:48:24] ppdet.engine INFO: Epoch: [58] [1520/3251] learning_rate: 0.073711 loss_vfl: 0.782352 loss_bbox: 0.269318 loss_dfl: 0.179692 loss: 1.226729 eta: 3 days, 9:37:45 batch_cost: 2.1808 data_cost: 0.0010 ips: 12.8396 images/s [11/16 23:49:11] ppdet.engine INFO: Epoch: [58] [1540/3251] learning_rate: 0.073692 loss_vfl: 0.800465 loss_bbox: 0.297736 loss_dfl: 0.188162 loss: 1.271674 eta: 3 days, 9:37:02 batch_cost: 2.2377 data_cost: 0.0010 ips: 12.5128 images/s [11/16 23:49:58] ppdet.engine INFO: Epoch: [58] [1560/3251] learning_rate: 0.073674 loss_vfl: 0.778957 loss_bbox: 0.264965 loss_dfl: 0.174268 loss: 1.215781 eta: 3 days, 9:36:18 batch_cost: 2.1379 data_cost: 0.0009 ips: 13.0967 images/s [11/16 23:50:45] ppdet.engine INFO: Epoch: [58] [1580/3251] learning_rate: 0.073655 loss_vfl: 0.798956 loss_bbox: 0.272091 loss_dfl: 0.183133 loss: 1.223864 eta: 3 days, 9:35:35 batch_cost: 2.2094 data_cost: 0.0011 ips: 12.6732 images/s [11/16 23:51:34] ppdet.engine INFO: Epoch: [58] [1600/3251] learning_rate: 0.073636 loss_vfl: 0.795639 loss_bbox: 0.267972 loss_dfl: 0.186536 loss: 1.255769 eta: 3 days, 9:34:54 batch_cost: 2.3464 data_cost: 0.0013 ips: 11.9333 images/s [11/16 23:52:21] ppdet.engine INFO: Epoch: [58] [1620/3251] learning_rate: 0.073618 loss_vfl: 0.777712 loss_bbox: 0.293712 loss_dfl: 0.186952 loss: 1.252784 eta: 3 days, 9:34:11 batch_cost: 2.2061 data_cost: 0.0011 ips: 12.6923 images/s [11/16 23:53:09] ppdet.engine INFO: Epoch: [58] [1640/3251] learning_rate: 0.073599 loss_vfl: 0.806630 loss_bbox: 0.269794 loss_dfl: 0.184208 loss: 1.267969 eta: 3 days, 9:33:29 batch_cost: 2.3230 data_cost: 0.0009 ips: 12.0532 images/s [11/16 23:53:54] ppdet.engine INFO: Epoch: [58] [1660/3251] learning_rate: 0.073581 loss_vfl: 0.792972 loss_bbox: 0.255000 loss_dfl: 0.172538 loss: 1.207045 eta: 3 days, 9:32:44 batch_cost: 2.0720 data_cost: 0.0010 ips: 13.5133 images/s [11/16 23:54:41] ppdet.engine INFO: Epoch: [58] [1680/3251] learning_rate: 0.073562 loss_vfl: 0.785222 loss_bbox: 0.278908 loss_dfl: 0.185383 loss: 1.240026 eta: 3 days, 9:32:01 batch_cost: 2.2078 data_cost: 0.0021 ips: 12.6824 images/s [11/16 23:55:27] ppdet.engine INFO: Epoch: [58] [1700/3251] learning_rate: 0.073543 loss_vfl: 0.780487 loss_bbox: 0.310464 loss_dfl: 0.191389 loss: 1.291127 eta: 3 days, 9:31:18 batch_cost: 2.1969 data_cost: 0.0010 ips: 12.7453 images/s [11/16 23:56:12] ppdet.engine INFO: Epoch: [58] [1720/3251] learning_rate: 0.073525 loss_vfl: 0.794551 loss_bbox: 0.268621 loss_dfl: 0.189952 loss: 1.250676 eta: 3 days, 9:30:34 batch_cost: 2.1496 data_cost: 0.0011 ips: 13.0254 images/s [11/16 23:57:00] ppdet.engine INFO: Epoch: [58] [1740/3251] learning_rate: 0.073506 loss_vfl: 0.787234 loss_bbox: 0.278811 loss_dfl: 0.180654 loss: 1.242276 eta: 3 days, 9:29:51 batch_cost: 2.2256 data_cost: 0.0018 ips: 12.5809 images/s [11/16 23:57:47] ppdet.engine INFO: Epoch: [58] [1760/3251] learning_rate: 0.073487 loss_vfl: 0.803485 loss_bbox: 0.278571 loss_dfl: 0.190199 loss: 1.286871 eta: 3 days, 9:29:07 batch_cost: 2.1215 data_cost: 0.0011 ips: 13.1984 images/s [11/16 23:58:33] ppdet.engine INFO: Epoch: [58] [1780/3251] learning_rate: 0.073469 loss_vfl: 0.781640 loss_bbox: 0.266356 loss_dfl: 0.178992 loss: 1.267849 eta: 3 days, 9:28:24 batch_cost: 2.1992 data_cost: 0.0009 ips: 12.7319 images/s [11/16 23:59:21] ppdet.engine INFO: Epoch: [58] [1800/3251] learning_rate: 0.073450 loss_vfl: 0.811529 loss_bbox: 0.258437 loss_dfl: 0.178677 loss: 1.253320 eta: 3 days, 9:27:41 batch_cost: 2.2255 data_cost: 0.0017 ips: 12.5812 images/s [11/17 00:00:08] ppdet.engine INFO: Epoch: [58] [1820/3251] learning_rate: 0.073431 loss_vfl: 0.805850 loss_bbox: 0.245764 loss_dfl: 0.172056 loss: 1.250049 eta: 3 days, 9:26:58 batch_cost: 2.1870 data_cost: 0.0013 ips: 12.8029 images/s [11/17 00:00:54] ppdet.engine INFO: Epoch: [58] [1840/3251] learning_rate: 0.073413 loss_vfl: 0.797027 loss_bbox: 0.267828 loss_dfl: 0.180990 loss: 1.207452 eta: 3 days, 9:26:14 batch_cost: 2.1528 data_cost: 0.0011 ips: 13.0062 images/s [11/17 00:01:42] ppdet.engine INFO: Epoch: [58] [1860/3251] learning_rate: 0.073394 loss_vfl: 0.800961 loss_bbox: 0.298308 loss_dfl: 0.196518 loss: 1.286343 eta: 3 days, 9:25:31 batch_cost: 2.2636 data_cost: 0.0012 ips: 12.3695 images/s [11/17 00:02:29] ppdet.engine INFO: Epoch: [58] [1880/3251] learning_rate: 0.073376 loss_vfl: 0.807229 loss_bbox: 0.246560 loss_dfl: 0.176002 loss: 1.215154 eta: 3 days, 9:24:49 batch_cost: 2.2696 data_cost: 0.0011 ips: 12.3372 images/s [11/17 00:03:16] ppdet.engine INFO: Epoch: [58] [1900/3251] learning_rate: 0.073357 loss_vfl: 0.825125 loss_bbox: 0.268302 loss_dfl: 0.176582 loss: 1.268968 eta: 3 days, 9:24:06 batch_cost: 2.1952 data_cost: 0.0010 ips: 12.7551 images/s [11/17 00:04:01] ppdet.engine INFO: Epoch: [58] [1920/3251] learning_rate: 0.073338 loss_vfl: 0.782379 loss_bbox: 0.279116 loss_dfl: 0.179702 loss: 1.222796 eta: 3 days, 9:23:21 batch_cost: 2.0945 data_cost: 0.0011 ips: 13.3683 images/s [11/17 00:04:47] ppdet.engine INFO: Epoch: [58] [1940/3251] learning_rate: 0.073320 loss_vfl: 0.797038 loss_bbox: 0.275724 loss_dfl: 0.183218 loss: 1.259681 eta: 3 days, 9:22:38 batch_cost: 2.2024 data_cost: 0.0009 ips: 12.7135 images/s [11/17 00:05:34] ppdet.engine INFO: Epoch: [58] [1960/3251] learning_rate: 0.073301 loss_vfl: 0.781035 loss_bbox: 0.257049 loss_dfl: 0.176459 loss: 1.212256 eta: 3 days, 9:21:55 batch_cost: 2.2031 data_cost: 0.0009 ips: 12.7092 images/s [11/17 00:06:21] ppdet.engine INFO: Epoch: [58] [1980/3251] learning_rate: 0.073282 loss_vfl: 0.795140 loss_bbox: 0.297944 loss_dfl: 0.194955 loss: 1.298621 eta: 3 days, 9:21:12 batch_cost: 2.2304 data_cost: 0.0009 ips: 12.5539 images/s [11/17 00:07:08] ppdet.engine INFO: Epoch: [58] [2000/3251] learning_rate: 0.073264 loss_vfl: 0.807029 loss_bbox: 0.274764 loss_dfl: 0.179663 loss: 1.234132 eta: 3 days, 9:20:28 batch_cost: 2.1230 data_cost: 0.0010 ips: 13.1887 images/s [11/17 00:07:53] ppdet.engine INFO: Epoch: [58] [2020/3251] learning_rate: 0.073245 loss_vfl: 0.813331 loss_bbox: 0.260906 loss_dfl: 0.175084 loss: 1.251971 eta: 3 days, 9:19:44 batch_cost: 2.1573 data_cost: 0.0014 ips: 12.9791 images/s [11/17 00:08:41] ppdet.engine INFO: Epoch: [58] [2040/3251] learning_rate: 0.073227 loss_vfl: 0.794545 loss_bbox: 0.302800 loss_dfl: 0.197787 loss: 1.272647 eta: 3 days, 9:19:01 batch_cost: 2.2044 data_cost: 0.0016 ips: 12.7021 images/s [11/17 00:09:26] ppdet.engine INFO: Epoch: [58] [2060/3251] learning_rate: 0.073208 loss_vfl: 0.812326 loss_bbox: 0.274803 loss_dfl: 0.196408 loss: 1.302036 eta: 3 days, 9:18:16 batch_cost: 2.0684 data_cost: 0.0010 ips: 13.5370 images/s [11/17 00:10:12] ppdet.engine INFO: Epoch: [58] [2080/3251] learning_rate: 0.073189 loss_vfl: 0.796677 loss_bbox: 0.280884 loss_dfl: 0.188133 loss: 1.278980 eta: 3 days, 9:17:32 batch_cost: 2.1488 data_cost: 0.0015 ips: 13.0304 images/s [11/17 00:10:59] ppdet.engine INFO: Epoch: [58] [2100/3251] learning_rate: 0.073171 loss_vfl: 0.798345 loss_bbox: 0.266346 loss_dfl: 0.188875 loss: 1.227108 eta: 3 days, 9:16:49 batch_cost: 2.2314 data_cost: 0.0010 ips: 12.5484 images/s [11/17 00:11:47] ppdet.engine INFO: Epoch: [58] [2120/3251] learning_rate: 0.073152 loss_vfl: 0.807490 loss_bbox: 0.256024 loss_dfl: 0.164969 loss: 1.258362 eta: 3 days, 9:16:07 batch_cost: 2.2666 data_cost: 0.0009 ips: 12.3532 images/s [11/17 00:12:35] ppdet.engine INFO: Epoch: [58] [2140/3251] learning_rate: 0.073133 loss_vfl: 0.803015 loss_bbox: 0.250473 loss_dfl: 0.172329 loss: 1.236885 eta: 3 days, 9:15:24 batch_cost: 2.2234 data_cost: 0.0010 ips: 12.5931 images/s [11/17 00:13:21] ppdet.engine INFO: Epoch: [58] [2160/3251] learning_rate: 0.073115 loss_vfl: 0.801873 loss_bbox: 0.250034 loss_dfl: 0.180609 loss: 1.244118 eta: 3 days, 9:14:41 batch_cost: 2.2417 data_cost: 0.0009 ips: 12.4908 images/s [11/17 00:14:08] ppdet.engine INFO: Epoch: [58] [2180/3251] learning_rate: 0.073096 loss_vfl: 0.805999 loss_bbox: 0.296820 loss_dfl: 0.196489 loss: 1.312184 eta: 3 days, 9:13:58 batch_cost: 2.1486 data_cost: 0.0011 ips: 13.0320 images/s [11/17 00:14:53] ppdet.engine INFO: Epoch: [58] [2200/3251] learning_rate: 0.073078 loss_vfl: 0.790723 loss_bbox: 0.276324 loss_dfl: 0.179108 loss: 1.261965 eta: 3 days, 9:13:13 batch_cost: 2.1150 data_cost: 0.0011 ips: 13.2388 images/s [11/17 00:15:39] ppdet.engine INFO: Epoch: [58] [2220/3251] learning_rate: 0.073059 loss_vfl: 0.783682 loss_bbox: 0.262333 loss_dfl: 0.168600 loss: 1.241411 eta: 3 days, 9:12:30 batch_cost: 2.2039 data_cost: 0.0010 ips: 12.7048 images/s [11/17 00:16:25] ppdet.engine INFO: Epoch: [58] [2240/3251] learning_rate: 0.073040 loss_vfl: 0.803336 loss_bbox: 0.268767 loss_dfl: 0.172564 loss: 1.256406 eta: 3 days, 9:11:47 batch_cost: 2.1961 data_cost: 0.0011 ips: 12.7496 images/s [11/17 00:17:10] ppdet.engine INFO: Epoch: [58] [2260/3251] learning_rate: 0.073022 loss_vfl: 0.785862 loss_bbox: 0.271271 loss_dfl: 0.189702 loss: 1.258313 eta: 3 days, 9:11:02 batch_cost: 2.0945 data_cost: 0.0010 ips: 13.3680 images/s [11/17 00:17:56] ppdet.engine INFO: Epoch: [58] [2280/3251] learning_rate: 0.073003 loss_vfl: 0.813502 loss_bbox: 0.241453 loss_dfl: 0.161969 loss: 1.226146 eta: 3 days, 9:10:18 batch_cost: 2.1174 data_cost: 0.0010 ips: 13.2239 images/s [11/17 00:18:42] ppdet.engine INFO: Epoch: [58] [2300/3251] learning_rate: 0.072985 loss_vfl: 0.792710 loss_bbox: 0.291691 loss_dfl: 0.190818 loss: 1.286037 eta: 3 days, 9:09:34 batch_cost: 2.1764 data_cost: 0.0009 ips: 12.8651 images/s [11/17 00:19:27] ppdet.engine INFO: Epoch: [58] [2320/3251] learning_rate: 0.072966 loss_vfl: 0.794409 loss_bbox: 0.270886 loss_dfl: 0.183712 loss: 1.241555 eta: 3 days, 9:08:50 batch_cost: 2.1501 data_cost: 0.0009 ips: 13.0228 images/s [11/17 00:20:13] ppdet.engine INFO: Epoch: [58] [2340/3251] learning_rate: 0.072947 loss_vfl: 0.804261 loss_bbox: 0.274773 loss_dfl: 0.190197 loss: 1.241476 eta: 3 days, 9:08:06 batch_cost: 2.1061 data_cost: 0.0009 ips: 13.2944 images/s [11/17 00:21:02] ppdet.engine INFO: Epoch: [58] [2360/3251] learning_rate: 0.072929 loss_vfl: 0.795413 loss_bbox: 0.263821 loss_dfl: 0.177418 loss: 1.234864 eta: 3 days, 9:07:24 batch_cost: 2.2720 data_cost: 0.0009 ips: 12.3240 images/s [11/17 00:21:50] ppdet.engine INFO: Epoch: [58] [2380/3251] learning_rate: 0.072910 loss_vfl: 0.811950 loss_bbox: 0.254403 loss_dfl: 0.174040 loss: 1.256561 eta: 3 days, 9:06:42 batch_cost: 2.2969 data_cost: 0.0009 ips: 12.1903 images/s [11/17 00:22:37] ppdet.engine INFO: Epoch: [58] [2400/3251] learning_rate: 0.072892 loss_vfl: 0.789589 loss_bbox: 0.269401 loss_dfl: 0.176298 loss: 1.232708 eta: 3 days, 9:05:59 batch_cost: 2.2305 data_cost: 0.0016 ips: 12.5530 images/s [11/17 00:23:24] ppdet.engine INFO: Epoch: [58] [2420/3251] learning_rate: 0.072873 loss_vfl: 0.797662 loss_bbox: 0.253219 loss_dfl: 0.174883 loss: 1.216474 eta: 3 days, 9:05:17 batch_cost: 2.2576 data_cost: 0.0010 ips: 12.4027 images/s [11/17 00:24:10] ppdet.engine INFO: Epoch: [58] [2440/3251] learning_rate: 0.072854 loss_vfl: 0.790592 loss_bbox: 0.273941 loss_dfl: 0.175302 loss: 1.245075 eta: 3 days, 9:04:33 batch_cost: 2.1760 data_cost: 0.0011 ips: 12.8674 images/s [11/17 00:24:56] ppdet.engine INFO: Epoch: [58] [2460/3251] learning_rate: 0.072836 loss_vfl: 0.829697 loss_bbox: 0.276826 loss_dfl: 0.183940 loss: 1.337286 eta: 3 days, 9:03:50 batch_cost: 2.1927 data_cost: 0.0010 ips: 12.7696 images/s [11/17 00:25:43] ppdet.engine INFO: Epoch: [58] [2480/3251] learning_rate: 0.072817 loss_vfl: 0.797831 loss_bbox: 0.294949 loss_dfl: 0.188192 loss: 1.290971 eta: 3 days, 9:03:06 batch_cost: 2.1566 data_cost: 0.0012 ips: 12.9835 images/s [11/17 00:26:32] ppdet.engine INFO: Epoch: [58] [2500/3251] learning_rate: 0.072799 loss_vfl: 0.810969 loss_bbox: 0.264847 loss_dfl: 0.172571 loss: 1.319986 eta: 3 days, 9:02:25 batch_cost: 2.3880 data_cost: 0.0011 ips: 11.7252 images/s [11/17 00:27:19] ppdet.engine INFO: Epoch: [58] [2520/3251] learning_rate: 0.072780 loss_vfl: 0.787551 loss_bbox: 0.244188 loss_dfl: 0.181427 loss: 1.237061 eta: 3 days, 9:01:42 batch_cost: 2.2187 data_cost: 0.0010 ips: 12.6200 images/s [11/17 00:28:03] ppdet.engine INFO: Epoch: [58] [2540/3251] learning_rate: 0.072761 loss_vfl: 0.793831 loss_bbox: 0.272912 loss_dfl: 0.186540 loss: 1.250279 eta: 3 days, 9:00:57 batch_cost: 2.0516 data_cost: 0.0010 ips: 13.6478 images/s [11/17 00:28:51] ppdet.engine INFO: Epoch: [58] [2560/3251] learning_rate: 0.072743 loss_vfl: 0.803280 loss_bbox: 0.265237 loss_dfl: 0.176749 loss: 1.261583 eta: 3 days, 9:00:15 batch_cost: 2.2409 data_cost: 0.0013 ips: 12.4948 images/s [11/17 00:29:39] ppdet.engine INFO: Epoch: [58] [2580/3251] learning_rate: 0.072724 loss_vfl: 0.795062 loss_bbox: 0.278014 loss_dfl: 0.189987 loss: 1.276816 eta: 3 days, 8:59:32 batch_cost: 2.2374 data_cost: 0.0009 ips: 12.5145 images/s [11/17 00:30:25] ppdet.engine INFO: Epoch: [58] [2600/3251] learning_rate: 0.072706 loss_vfl: 0.800688 loss_bbox: 0.248747 loss_dfl: 0.176684 loss: 1.252648 eta: 3 days, 8:58:48 batch_cost: 2.1364 data_cost: 0.0010 ips: 13.1063 images/s [11/17 00:31:15] ppdet.engine INFO: Epoch: [58] [2620/3251] learning_rate: 0.072687 loss_vfl: 0.782487 loss_bbox: 0.312453 loss_dfl: 0.209423 loss: 1.290093 eta: 3 days, 8:58:06 batch_cost: 2.2963 data_cost: 0.0010 ips: 12.1936 images/s [11/17 00:31:59] ppdet.engine INFO: Epoch: [58] [2640/3251] learning_rate: 0.072668 loss_vfl: 0.801293 loss_bbox: 0.268616 loss_dfl: 0.184475 loss: 1.295205 eta: 3 days, 8:57:21 batch_cost: 2.0640 data_cost: 0.0016 ips: 13.5661 images/s [11/17 00:32:47] ppdet.engine INFO: Epoch: [58] [2660/3251] learning_rate: 0.072650 loss_vfl: 0.822615 loss_bbox: 0.301981 loss_dfl: 0.187647 loss: 1.272878 eta: 3 days, 8:56:38 batch_cost: 2.2471 data_cost: 0.0010 ips: 12.4603 images/s [11/17 00:33:33] ppdet.engine INFO: Epoch: [58] [2680/3251] learning_rate: 0.072631 loss_vfl: 0.795359 loss_bbox: 0.277398 loss_dfl: 0.184744 loss: 1.290782 eta: 3 days, 8:55:55 batch_cost: 2.1733 data_cost: 0.0009 ips: 12.8838 images/s [11/17 00:34:19] ppdet.engine INFO: Epoch: [58] [2700/3251] learning_rate: 0.072613 loss_vfl: 0.813641 loss_bbox: 0.275601 loss_dfl: 0.183609 loss: 1.273484 eta: 3 days, 8:55:10 batch_cost: 2.1272 data_cost: 0.0013 ips: 13.1628 images/s [11/17 00:35:05] ppdet.engine INFO: Epoch: [58] [2720/3251] learning_rate: 0.072594 loss_vfl: 0.799953 loss_bbox: 0.258045 loss_dfl: 0.163803 loss: 1.233992 eta: 3 days, 8:54:27 batch_cost: 2.1778 data_cost: 0.0011 ips: 12.8570 images/s [11/17 00:35:52] ppdet.engine INFO: Epoch: [58] [2740/3251] learning_rate: 0.072575 loss_vfl: 0.786945 loss_bbox: 0.278149 loss_dfl: 0.185936 loss: 1.252333 eta: 3 days, 8:53:44 batch_cost: 2.2245 data_cost: 0.0012 ips: 12.5872 images/s [11/17 00:36:37] ppdet.engine INFO: Epoch: [58] [2760/3251] learning_rate: 0.072557 loss_vfl: 0.788883 loss_bbox: 0.269073 loss_dfl: 0.191320 loss: 1.221556 eta: 3 days, 8:52:59 batch_cost: 2.0686 data_cost: 0.0009 ips: 13.5358 images/s [11/17 00:37:25] ppdet.engine INFO: Epoch: [58] [2780/3251] learning_rate: 0.072538 loss_vfl: 0.802113 loss_bbox: 0.266924 loss_dfl: 0.186688 loss: 1.251498 eta: 3 days, 8:52:18 batch_cost: 2.3227 data_cost: 0.0010 ips: 12.0549 images/s [11/17 00:38:10] ppdet.engine INFO: Epoch: [58] [2800/3251] learning_rate: 0.072520 loss_vfl: 0.794610 loss_bbox: 0.281720 loss_dfl: 0.191240 loss: 1.292168 eta: 3 days, 8:51:33 batch_cost: 2.0826 data_cost: 0.0010 ips: 13.4450 images/s [11/17 00:38:56] ppdet.engine INFO: Epoch: [58] [2820/3251] learning_rate: 0.072501 loss_vfl: 0.802013 loss_bbox: 0.255776 loss_dfl: 0.171422 loss: 1.229719 eta: 3 days, 8:50:49 batch_cost: 2.1307 data_cost: 0.0010 ips: 13.1412 images/s [11/17 00:39:42] ppdet.engine INFO: Epoch: [58] [2840/3251] learning_rate: 0.072483 loss_vfl: 0.775319 loss_bbox: 0.256970 loss_dfl: 0.173115 loss: 1.214624 eta: 3 days, 8:50:05 batch_cost: 2.1689 data_cost: 0.0010 ips: 12.9096 images/s [11/17 00:40:29] ppdet.engine INFO: Epoch: [58] [2860/3251] learning_rate: 0.072464 loss_vfl: 0.800200 loss_bbox: 0.269558 loss_dfl: 0.179824 loss: 1.229314 eta: 3 days, 8:49:22 batch_cost: 2.2431 data_cost: 0.0009 ips: 12.4830 images/s [11/17 00:41:16] ppdet.engine INFO: Epoch: [58] [2880/3251] learning_rate: 0.072445 loss_vfl: 0.785800 loss_bbox: 0.271230 loss_dfl: 0.175143 loss: 1.225028 eta: 3 days, 8:48:39 batch_cost: 2.2052 data_cost: 0.0010 ips: 12.6972 images/s [11/17 00:42:02] ppdet.engine INFO: Epoch: [58] [2900/3251] learning_rate: 0.072427 loss_vfl: 0.791449 loss_bbox: 0.256413 loss_dfl: 0.188715 loss: 1.241784 eta: 3 days, 8:47:56 batch_cost: 2.2211 data_cost: 0.0009 ips: 12.6065 images/s [11/17 00:42:50] ppdet.engine INFO: Epoch: [58] [2920/3251] learning_rate: 0.072408 loss_vfl: 0.801714 loss_bbox: 0.259876 loss_dfl: 0.166150 loss: 1.230188 eta: 3 days, 8:47:13 batch_cost: 2.1841 data_cost: 0.0011 ips: 12.8200 images/s [11/17 00:43:37] ppdet.engine INFO: Epoch: [58] [2940/3251] learning_rate: 0.072390 loss_vfl: 0.798344 loss_bbox: 0.268768 loss_dfl: 0.178191 loss: 1.279312 eta: 3 days, 8:46:30 batch_cost: 2.2004 data_cost: 0.0010 ips: 12.7248 images/s [11/17 00:44:23] ppdet.engine INFO: Epoch: [58] [2960/3251] learning_rate: 0.072371 loss_vfl: 0.807863 loss_bbox: 0.271601 loss_dfl: 0.178481 loss: 1.260787 eta: 3 days, 8:45:45 batch_cost: 2.1293 data_cost: 0.0010 ips: 13.1498 images/s [11/17 00:45:08] ppdet.engine INFO: Epoch: [58] [2980/3251] learning_rate: 0.072352 loss_vfl: 0.799691 loss_bbox: 0.255579 loss_dfl: 0.176021 loss: 1.258189 eta: 3 days, 8:45:01 batch_cost: 2.1077 data_cost: 0.0011 ips: 13.2846 images/s [11/17 00:45:55] ppdet.engine INFO: Epoch: [58] [3000/3251] learning_rate: 0.072334 loss_vfl: 0.794019 loss_bbox: 0.282765 loss_dfl: 0.187312 loss: 1.252337 eta: 3 days, 8:44:17 batch_cost: 2.1734 data_cost: 0.0010 ips: 12.8830 images/s [11/17 00:46:41] ppdet.engine INFO: Epoch: [58] [3020/3251] learning_rate: 0.072315 loss_vfl: 0.776020 loss_bbox: 0.286907 loss_dfl: 0.190781 loss: 1.287341 eta: 3 days, 8:43:34 batch_cost: 2.1645 data_cost: 0.0010 ips: 12.9362 images/s [11/17 00:47:29] ppdet.engine INFO: Epoch: [58] [3040/3251] learning_rate: 0.072297 loss_vfl: 0.793242 loss_bbox: 0.264882 loss_dfl: 0.180744 loss: 1.222402 eta: 3 days, 8:42:51 batch_cost: 2.2232 data_cost: 0.0009 ips: 12.5942 images/s [11/17 00:48:16] ppdet.engine INFO: Epoch: [58] [3060/3251] learning_rate: 0.072278 loss_vfl: 0.811487 loss_bbox: 0.304233 loss_dfl: 0.197627 loss: 1.306755 eta: 3 days, 8:42:07 batch_cost: 2.1269 data_cost: 0.0016 ips: 13.1648 images/s [11/17 00:49:05] ppdet.engine INFO: Epoch: [58] [3080/3251] learning_rate: 0.072260 loss_vfl: 0.783373 loss_bbox: 0.315735 loss_dfl: 0.198182 loss: 1.290417 eta: 3 days, 8:41:25 batch_cost: 2.2856 data_cost: 0.0011 ips: 12.2508 images/s [11/17 00:49:51] ppdet.engine INFO: Epoch: [58] [3100/3251] learning_rate: 0.072241 loss_vfl: 0.792133 loss_bbox: 0.278268 loss_dfl: 0.185850 loss: 1.284294 eta: 3 days, 8:40:41 batch_cost: 2.1838 data_cost: 0.0010 ips: 12.8219 images/s [11/17 00:50:39] ppdet.engine INFO: Epoch: [58] [3120/3251] learning_rate: 0.072222 loss_vfl: 0.794968 loss_bbox: 0.274720 loss_dfl: 0.187449 loss: 1.250371 eta: 3 days, 8:39:58 batch_cost: 2.2322 data_cost: 0.0010 ips: 12.5435 images/s [11/17 00:51:25] ppdet.engine INFO: Epoch: [58] [3140/3251] learning_rate: 0.072204 loss_vfl: 0.784391 loss_bbox: 0.269107 loss_dfl: 0.189526 loss: 1.246715 eta: 3 days, 8:39:14 batch_cost: 2.1262 data_cost: 0.0011 ips: 13.1690 images/s [11/17 00:52:14] ppdet.engine INFO: Epoch: [58] [3160/3251] learning_rate: 0.072185 loss_vfl: 0.804187 loss_bbox: 0.296509 loss_dfl: 0.190012 loss: 1.267799 eta: 3 days, 8:38:32 batch_cost: 2.3024 data_cost: 0.0009 ips: 12.1611 images/s [11/17 00:53:00] ppdet.engine INFO: Epoch: [58] [3180/3251] learning_rate: 0.072167 loss_vfl: 0.812661 loss_bbox: 0.281365 loss_dfl: 0.187942 loss: 1.302059 eta: 3 days, 8:37:49 batch_cost: 2.2004 data_cost: 0.0009 ips: 12.7247 images/s [11/17 00:53:46] ppdet.engine INFO: Epoch: [58] [3200/3251] learning_rate: 0.072148 loss_vfl: 0.814328 loss_bbox: 0.282886 loss_dfl: 0.183701 loss: 1.259328 eta: 3 days, 8:37:06 batch_cost: 2.1891 data_cost: 0.0013 ips: 12.7904 images/s [11/17 00:54:33] ppdet.engine INFO: Epoch: [58] [3220/3251] learning_rate: 0.072130 loss_vfl: 0.783260 loss_bbox: 0.264366 loss_dfl: 0.179652 loss: 1.260232 eta: 3 days, 8:36:23 batch_cost: 2.2230 data_cost: 0.0009 ips: 12.5959 images/s [11/17 00:55:18] ppdet.engine INFO: Epoch: [58] [3240/3251] learning_rate: 0.072111 loss_vfl: 0.806410 loss_bbox: 0.256160 loss_dfl: 0.170046 loss: 1.253049 eta: 3 days, 8:35:39 batch_cost: 2.1557 data_cost: 0.0016 ips: 12.9887 images/s [11/17 00:55:59] ppdet.engine INFO: Epoch: [59] [ 0/3251] learning_rate: 0.072101 loss_vfl: 0.789391 loss_bbox: 0.267342 loss_dfl: 0.177951 loss: 1.251893 eta: 3 days, 8:35:20 batch_cost: 2.4737 data_cost: 0.8898 ips: 11.3192 images/s [11/17 00:56:53] ppdet.engine INFO: Epoch: [59] [ 20/3251] learning_rate: 0.072082 loss_vfl: 0.792371 loss_bbox: 0.290336 loss_dfl: 0.190767 loss: 1.260798 eta: 3 days, 8:34:41 batch_cost: 2.5273 data_cost: 0.0013 ips: 11.0789 images/s [11/17 00:57:39] ppdet.engine INFO: Epoch: [59] [ 40/3251] learning_rate: 0.072064 loss_vfl: 0.780165 loss_bbox: 0.286416 loss_dfl: 0.194035 loss: 1.243805 eta: 3 days, 8:33:58 batch_cost: 2.1635 data_cost: 0.0010 ips: 12.9423 images/s [11/17 00:58:26] ppdet.engine INFO: Epoch: [59] [ 60/3251] learning_rate: 0.072045 loss_vfl: 0.790455 loss_bbox: 0.276582 loss_dfl: 0.185107 loss: 1.250350 eta: 3 days, 8:33:15 batch_cost: 2.2610 data_cost: 0.0010 ips: 12.3841 images/s [11/17 00:59:15] ppdet.engine INFO: Epoch: [59] [ 80/3251] learning_rate: 0.072027 loss_vfl: 0.808670 loss_bbox: 0.264687 loss_dfl: 0.176795 loss: 1.242957 eta: 3 days, 8:32:32 batch_cost: 2.1963 data_cost: 0.0016 ips: 12.7489 images/s [11/17 01:00:01] ppdet.engine INFO: Epoch: [59] [ 100/3251] learning_rate: 0.072008 loss_vfl: 0.795840 loss_bbox: 0.273280 loss_dfl: 0.176940 loss: 1.259843 eta: 3 days, 8:31:48 batch_cost: 2.1446 data_cost: 0.0013 ips: 13.0558 images/s [11/17 01:00:49] ppdet.engine INFO: Epoch: [59] [ 120/3251] learning_rate: 0.071990 loss_vfl: 0.776853 loss_bbox: 0.238459 loss_dfl: 0.175975 loss: 1.203055 eta: 3 days, 8:31:06 batch_cost: 2.2631 data_cost: 0.0010 ips: 12.3726 images/s [11/17 01:01:39] ppdet.engine INFO: Epoch: [59] [ 140/3251] learning_rate: 0.071971 loss_vfl: 0.794888 loss_bbox: 0.282701 loss_dfl: 0.182723 loss: 1.297980 eta: 3 days, 8:30:25 batch_cost: 2.3947 data_cost: 0.0010 ips: 11.6925 images/s [11/17 01:02:25] ppdet.engine INFO: Epoch: [59] [ 160/3251] learning_rate: 0.071952 loss_vfl: 0.788794 loss_bbox: 0.281732 loss_dfl: 0.183802 loss: 1.255975 eta: 3 days, 8:29:42 batch_cost: 2.1756 data_cost: 0.0011 ips: 12.8698 images/s [11/17 01:03:11] ppdet.engine INFO: Epoch: [59] [ 180/3251] learning_rate: 0.071934 loss_vfl: 0.800171 loss_bbox: 0.285511 loss_dfl: 0.178481 loss: 1.280312 eta: 3 days, 8:28:58 batch_cost: 2.1653 data_cost: 0.0009 ips: 12.9314 images/s [11/17 01:03:57] ppdet.engine INFO: Epoch: [59] [ 200/3251] learning_rate: 0.071915 loss_vfl: 0.815823 loss_bbox: 0.309884 loss_dfl: 0.209530 loss: 1.300303 eta: 3 days, 8:28:14 batch_cost: 2.1525 data_cost: 0.0009 ips: 13.0079 images/s [11/17 01:04:44] ppdet.engine INFO: Epoch: [59] [ 220/3251] learning_rate: 0.071897 loss_vfl: 0.789994 loss_bbox: 0.243774 loss_dfl: 0.164605 loss: 1.184379 eta: 3 days, 8:27:32 batch_cost: 2.2780 data_cost: 0.0010 ips: 12.2917 images/s [11/17 01:05:32] ppdet.engine INFO: Epoch: [59] [ 240/3251] learning_rate: 0.071878 loss_vfl: 0.787227 loss_bbox: 0.274073 loss_dfl: 0.177572 loss: 1.230710 eta: 3 days, 8:26:50 batch_cost: 2.2871 data_cost: 0.0010 ips: 12.2428 images/s [11/17 01:06:18] ppdet.engine INFO: Epoch: [59] [ 260/3251] learning_rate: 0.071860 loss_vfl: 0.788679 loss_bbox: 0.292914 loss_dfl: 0.189194 loss: 1.259011 eta: 3 days, 8:26:07 batch_cost: 2.1995 data_cost: 0.0010 ips: 12.7302 images/s [11/17 01:07:04] ppdet.engine INFO: Epoch: [59] [ 280/3251] learning_rate: 0.071841 loss_vfl: 0.780320 loss_bbox: 0.276189 loss_dfl: 0.190369 loss: 1.261912 eta: 3 days, 8:25:24 batch_cost: 2.2352 data_cost: 0.0010 ips: 12.5271 images/s [11/17 01:07:51] ppdet.engine INFO: Epoch: [59] [ 300/3251] learning_rate: 0.071823 loss_vfl: 0.811438 loss_bbox: 0.268319 loss_dfl: 0.191336 loss: 1.283966 eta: 3 days, 8:24:41 batch_cost: 2.2126 data_cost: 0.0012 ips: 12.6546 images/s [11/17 01:08:36] ppdet.engine INFO: Epoch: [59] [ 320/3251] learning_rate: 0.071804 loss_vfl: 0.771505 loss_bbox: 0.270135 loss_dfl: 0.194002 loss: 1.241957 eta: 3 days, 8:23:57 batch_cost: 2.1401 data_cost: 0.0010 ips: 13.0835 images/s [11/17 01:09:21] ppdet.engine INFO: Epoch: [59] [ 340/3251] learning_rate: 0.071786 loss_vfl: 0.787673 loss_bbox: 0.244504 loss_dfl: 0.174561 loss: 1.235670 eta: 3 days, 8:23:13 batch_cost: 2.1462 data_cost: 0.0010 ips: 13.0464 images/s [11/17 01:10:07] ppdet.engine INFO: Epoch: [59] [ 360/3251] learning_rate: 0.071767 loss_vfl: 0.794991 loss_bbox: 0.262114 loss_dfl: 0.173965 loss: 1.226953 eta: 3 days, 8:22:28 batch_cost: 2.1003 data_cost: 0.0012 ips: 13.3315 images/s [11/17 01:10:53] ppdet.engine INFO: Epoch: [59] [ 380/3251] learning_rate: 0.071748 loss_vfl: 0.808725 loss_bbox: 0.258961 loss_dfl: 0.174410 loss: 1.252931 eta: 3 days, 8:21:45 batch_cost: 2.1799 data_cost: 0.0009 ips: 12.8447 images/s [11/17 01:11:40] ppdet.engine INFO: Epoch: [59] [ 400/3251] learning_rate: 0.071730 loss_vfl: 0.791352 loss_bbox: 0.246055 loss_dfl: 0.169779 loss: 1.255869 eta: 3 days, 8:21:02 batch_cost: 2.2188 data_cost: 0.0009 ips: 12.6194 images/s [11/17 01:12:27] ppdet.engine INFO: Epoch: [59] [ 420/3251] learning_rate: 0.071711 loss_vfl: 0.808493 loss_bbox: 0.279767 loss_dfl: 0.186450 loss: 1.290680 eta: 3 days, 8:20:19 batch_cost: 2.2027 data_cost: 0.0009 ips: 12.7117 images/s [11/17 01:13:14] ppdet.engine INFO: Epoch: [59] [ 440/3251] learning_rate: 0.071693 loss_vfl: 0.789223 loss_bbox: 0.279647 loss_dfl: 0.189006 loss: 1.244305 eta: 3 days, 8:19:36 batch_cost: 2.2196 data_cost: 0.0009 ips: 12.6150 images/s [11/17 01:14:02] ppdet.engine INFO: Epoch: [59] [ 460/3251] learning_rate: 0.071674 loss_vfl: 0.780301 loss_bbox: 0.260685 loss_dfl: 0.183571 loss: 1.231482 eta: 3 days, 8:18:53 batch_cost: 2.2083 data_cost: 0.0019 ips: 12.6795 images/s [11/17 01:14:48] ppdet.engine INFO: Epoch: [59] [ 480/3251] learning_rate: 0.071656 loss_vfl: 0.796373 loss_bbox: 0.248052 loss_dfl: 0.178242 loss: 1.231486 eta: 3 days, 8:18:09 batch_cost: 2.1728 data_cost: 0.0010 ips: 12.8864 images/s [11/17 01:15:34] ppdet.engine INFO: Epoch: [59] [ 500/3251] learning_rate: 0.071637 loss_vfl: 0.807495 loss_bbox: 0.277599 loss_dfl: 0.190513 loss: 1.282044 eta: 3 days, 8:17:25 batch_cost: 2.1088 data_cost: 0.0010 ips: 13.2778 images/s [11/17 01:16:21] ppdet.engine INFO: Epoch: [59] [ 520/3251] learning_rate: 0.071619 loss_vfl: 0.768902 loss_bbox: 0.266568 loss_dfl: 0.173084 loss: 1.205917 eta: 3 days, 8:16:42 batch_cost: 2.2208 data_cost: 0.0011 ips: 12.6079 images/s [11/17 01:17:07] ppdet.engine INFO: Epoch: [59] [ 540/3251] learning_rate: 0.071600 loss_vfl: 0.795806 loss_bbox: 0.246986 loss_dfl: 0.166373 loss: 1.209059 eta: 3 days, 8:15:58 batch_cost: 2.1931 data_cost: 0.0010 ips: 12.7672 images/s [11/17 01:17:55] ppdet.engine INFO: Epoch: [59] [ 560/3251] learning_rate: 0.071582 loss_vfl: 0.781518 loss_bbox: 0.260864 loss_dfl: 0.184238 loss: 1.240197 eta: 3 days, 8:15:16 batch_cost: 2.2569 data_cost: 0.0010 ips: 12.4063 images/s [11/17 01:18:43] ppdet.engine INFO: Epoch: [59] [ 580/3251] learning_rate: 0.071563 loss_vfl: 0.789428 loss_bbox: 0.270108 loss_dfl: 0.183246 loss: 1.226833 eta: 3 days, 8:14:35 batch_cost: 2.3239 data_cost: 0.0009 ips: 12.0489 images/s [11/17 01:19:30] ppdet.engine INFO: Epoch: [59] [ 600/3251] learning_rate: 0.071545 loss_vfl: 0.799028 loss_bbox: 0.254630 loss_dfl: 0.176135 loss: 1.242296 eta: 3 days, 8:13:52 batch_cost: 2.2539 data_cost: 0.0010 ips: 12.4231 images/s [11/17 01:20:17] ppdet.engine INFO: Epoch: [59] [ 620/3251] learning_rate: 0.071526 loss_vfl: 0.806266 loss_bbox: 0.301597 loss_dfl: 0.192093 loss: 1.299543 eta: 3 days, 8:13:09 batch_cost: 2.2210 data_cost: 0.0012 ips: 12.6070 images/s [11/17 01:21:04] ppdet.engine INFO: Epoch: [59] [ 640/3251] learning_rate: 0.071508 loss_vfl: 0.787624 loss_bbox: 0.281492 loss_dfl: 0.177175 loss: 1.264225 eta: 3 days, 8:12:27 batch_cost: 2.2789 data_cost: 0.0017 ips: 12.2866 images/s [11/17 01:21:51] ppdet.engine INFO: Epoch: [59] [ 660/3251] learning_rate: 0.071489 loss_vfl: 0.788863 loss_bbox: 0.305357 loss_dfl: 0.198703 loss: 1.290110 eta: 3 days, 8:11:44 batch_cost: 2.2239 data_cost: 0.0009 ips: 12.5904 images/s [11/17 01:22:37] ppdet.engine INFO: Epoch: [59] [ 680/3251] learning_rate: 0.071470 loss_vfl: 0.794811 loss_bbox: 0.262385 loss_dfl: 0.168444 loss: 1.239072 eta: 3 days, 8:11:00 batch_cost: 2.1549 data_cost: 0.0009 ips: 12.9935 images/s [11/17 01:23:24] ppdet.engine INFO: Epoch: [59] [ 700/3251] learning_rate: 0.071452 loss_vfl: 0.807113 loss_bbox: 0.253973 loss_dfl: 0.173130 loss: 1.226491 eta: 3 days, 8:10:16 batch_cost: 2.1264 data_cost: 0.0010 ips: 13.1680 images/s [11/17 01:24:11] ppdet.engine INFO: Epoch: [59] [ 720/3251] learning_rate: 0.071433 loss_vfl: 0.794840 loss_bbox: 0.237622 loss_dfl: 0.167854 loss: 1.233262 eta: 3 days, 8:09:32 batch_cost: 2.1268 data_cost: 0.0010 ips: 13.1651 images/s [11/17 01:24:58] ppdet.engine INFO: Epoch: [59] [ 740/3251] learning_rate: 0.071415 loss_vfl: 0.804222 loss_bbox: 0.276059 loss_dfl: 0.184083 loss: 1.254850 eta: 3 days, 8:08:50 batch_cost: 2.2700 data_cost: 0.0010 ips: 12.3345 images/s [11/17 01:25:44] ppdet.engine INFO: Epoch: [59] [ 760/3251] learning_rate: 0.071396 loss_vfl: 0.784774 loss_bbox: 0.290305 loss_dfl: 0.188876 loss: 1.287663 eta: 3 days, 8:08:06 batch_cost: 2.1850 data_cost: 0.0011 ips: 12.8145 images/s [11/17 01:26:31] ppdet.engine INFO: Epoch: [59] [ 780/3251] learning_rate: 0.071378 loss_vfl: 0.796417 loss_bbox: 0.261392 loss_dfl: 0.183370 loss: 1.232583 eta: 3 days, 8:07:24 batch_cost: 2.2587 data_cost: 0.0010 ips: 12.3964 images/s [11/17 01:27:18] ppdet.engine INFO: Epoch: [59] [ 800/3251] learning_rate: 0.071359 loss_vfl: 0.789470 loss_bbox: 0.262777 loss_dfl: 0.176681 loss: 1.237682 eta: 3 days, 8:06:40 batch_cost: 2.1299 data_cost: 0.0010 ips: 13.1463 images/s [11/17 01:28:06] ppdet.engine INFO: Epoch: [59] [ 820/3251] learning_rate: 0.071341 loss_vfl: 0.814023 loss_bbox: 0.271080 loss_dfl: 0.188255 loss: 1.278446 eta: 3 days, 8:05:57 batch_cost: 2.2758 data_cost: 0.0012 ips: 12.3032 images/s [11/17 01:28:54] ppdet.engine INFO: Epoch: [59] [ 840/3251] learning_rate: 0.071322 loss_vfl: 0.786832 loss_bbox: 0.291904 loss_dfl: 0.190203 loss: 1.277534 eta: 3 days, 8:05:15 batch_cost: 2.2848 data_cost: 0.0010 ips: 12.2549 images/s [11/17 01:29:41] ppdet.engine INFO: Epoch: [59] [ 860/3251] learning_rate: 0.071304 loss_vfl: 0.799393 loss_bbox: 0.284456 loss_dfl: 0.189304 loss: 1.268183 eta: 3 days, 8:04:33 batch_cost: 2.2314 data_cost: 0.0009 ips: 12.5480 images/s [11/17 01:30:28] ppdet.engine INFO: Epoch: [59] [ 880/3251] learning_rate: 0.071285 loss_vfl: 0.803844 loss_bbox: 0.252062 loss_dfl: 0.191750 loss: 1.235403 eta: 3 days, 8:03:50 batch_cost: 2.2304 data_cost: 0.0009 ips: 12.5536 images/s [11/17 01:31:13] ppdet.engine INFO: Epoch: [59] [ 900/3251] learning_rate: 0.071267 loss_vfl: 0.794999 loss_bbox: 0.288659 loss_dfl: 0.186395 loss: 1.273844 eta: 3 days, 8:03:06 batch_cost: 2.1466 data_cost: 0.0009 ips: 13.0441 images/s [11/17 01:32:01] ppdet.engine INFO: Epoch: [59] [ 920/3251] learning_rate: 0.071248 loss_vfl: 0.776767 loss_bbox: 0.265179 loss_dfl: 0.179773 loss: 1.229271 eta: 3 days, 8:02:23 batch_cost: 2.2564 data_cost: 0.0011 ips: 12.4092 images/s [11/17 01:32:49] ppdet.engine INFO: Epoch: [59] [ 940/3251] learning_rate: 0.071230 loss_vfl: 0.789011 loss_bbox: 0.270819 loss_dfl: 0.182136 loss: 1.242512 eta: 3 days, 8:01:41 batch_cost: 2.2551 data_cost: 0.0010 ips: 12.4164 images/s [11/17 01:33:34] ppdet.engine INFO: Epoch: [59] [ 960/3251] learning_rate: 0.071211 loss_vfl: 0.794220 loss_bbox: 0.270733 loss_dfl: 0.182791 loss: 1.228978 eta: 3 days, 8:00:57 batch_cost: 2.1456 data_cost: 0.0010 ips: 13.0497 images/s [11/17 01:34:22] ppdet.engine INFO: Epoch: [59] [ 980/3251] learning_rate: 0.071193 loss_vfl: 0.797435 loss_bbox: 0.295147 loss_dfl: 0.188107 loss: 1.294959 eta: 3 days, 8:00:14 batch_cost: 2.2292 data_cost: 0.0010 ips: 12.5605 images/s [11/17 01:35:07] ppdet.engine INFO: Epoch: [59] [1000/3251] learning_rate: 0.071174 loss_vfl: 0.798984 loss_bbox: 0.271995 loss_dfl: 0.185985 loss: 1.261687 eta: 3 days, 7:59:29 batch_cost: 2.0650 data_cost: 0.0009 ips: 13.5596 images/s [11/17 01:35:55] ppdet.engine INFO: Epoch: [59] [1020/3251] learning_rate: 0.071156 loss_vfl: 0.783591 loss_bbox: 0.265518 loss_dfl: 0.173963 loss: 1.198491 eta: 3 days, 7:58:46 batch_cost: 2.2277 data_cost: 0.0009 ips: 12.5688 images/s [11/17 01:36:40] ppdet.engine INFO: Epoch: [59] [1040/3251] learning_rate: 0.071137 loss_vfl: 0.776823 loss_bbox: 0.283666 loss_dfl: 0.193715 loss: 1.263443 eta: 3 days, 7:58:03 batch_cost: 2.1682 data_cost: 0.0010 ips: 12.9142 images/s [11/17 01:37:26] ppdet.engine INFO: Epoch: [59] [1060/3251] learning_rate: 0.071119 loss_vfl: 0.798351 loss_bbox: 0.241761 loss_dfl: 0.170609 loss: 1.223677 eta: 3 days, 7:57:18 batch_cost: 2.1276 data_cost: 0.0009 ips: 13.1605 images/s [11/17 01:38:12] ppdet.engine INFO: Epoch: [59] [1080/3251] learning_rate: 0.071100 loss_vfl: 0.801665 loss_bbox: 0.297724 loss_dfl: 0.185371 loss: 1.257572 eta: 3 days, 7:56:35 batch_cost: 2.1892 data_cost: 0.0016 ips: 12.7902 images/s [11/17 01:39:01] ppdet.engine INFO: Epoch: [59] [1100/3251] learning_rate: 0.071082 loss_vfl: 0.788821 loss_bbox: 0.269429 loss_dfl: 0.177291 loss: 1.214402 eta: 3 days, 7:55:52 batch_cost: 2.2275 data_cost: 0.0010 ips: 12.5702 images/s [11/17 01:39:44] ppdet.engine INFO: Epoch: [59] [1120/3251] learning_rate: 0.071063 loss_vfl: 0.802329 loss_bbox: 0.272798 loss_dfl: 0.190536 loss: 1.231521 eta: 3 days, 7:55:07 batch_cost: 2.0376 data_cost: 0.0010 ips: 13.7414 images/s [11/17 01:40:32] ppdet.engine INFO: Epoch: [59] [1140/3251] learning_rate: 0.071045 loss_vfl: 0.791295 loss_bbox: 0.267500 loss_dfl: 0.184756 loss: 1.242556 eta: 3 days, 7:54:24 batch_cost: 2.2552 data_cost: 0.0014 ips: 12.4155 images/s [11/17 01:41:20] ppdet.engine INFO: Epoch: [59] [1160/3251] learning_rate: 0.071026 loss_vfl: 0.798317 loss_bbox: 0.270518 loss_dfl: 0.179282 loss: 1.256640 eta: 3 days, 7:53:41 batch_cost: 2.2240 data_cost: 0.0010 ips: 12.5901 images/s [11/17 01:42:07] ppdet.engine INFO: Epoch: [59] [1180/3251] learning_rate: 0.071008 loss_vfl: 0.797898 loss_bbox: 0.259370 loss_dfl: 0.186906 loss: 1.254612 eta: 3 days, 7:52:58 batch_cost: 2.2236 data_cost: 0.0009 ips: 12.5920 images/s [11/17 01:42:54] ppdet.engine INFO: Epoch: [59] [1200/3251] learning_rate: 0.070989 loss_vfl: 0.830158 loss_bbox: 0.290560 loss_dfl: 0.185809 loss: 1.326761 eta: 3 days, 7:52:15 batch_cost: 2.1717 data_cost: 0.0012 ips: 12.8931 images/s [11/17 01:43:40] ppdet.engine INFO: Epoch: [59] [1220/3251] learning_rate: 0.070971 loss_vfl: 0.779966 loss_bbox: 0.262077 loss_dfl: 0.176742 loss: 1.196671 eta: 3 days, 7:51:30 batch_cost: 2.0515 data_cost: 0.0009 ips: 13.6483 images/s [11/17 01:44:28] ppdet.engine INFO: Epoch: [59] [1240/3251] learning_rate: 0.070952 loss_vfl: 0.797010 loss_bbox: 0.255185 loss_dfl: 0.185920 loss: 1.237512 eta: 3 days, 7:50:48 batch_cost: 2.3078 data_cost: 0.0009 ips: 12.1325 images/s [11/17 01:45:13] ppdet.engine INFO: Epoch: [59] [1260/3251] learning_rate: 0.070934 loss_vfl: 0.797231 loss_bbox: 0.300167 loss_dfl: 0.186415 loss: 1.267385 eta: 3 days, 7:50:04 batch_cost: 2.1568 data_cost: 0.0010 ips: 12.9821 images/s [11/17 01:46:01] ppdet.engine INFO: Epoch: [59] [1280/3251] learning_rate: 0.070915 loss_vfl: 0.781075 loss_bbox: 0.274702 loss_dfl: 0.184883 loss: 1.255968 eta: 3 days, 7:49:21 batch_cost: 2.2302 data_cost: 0.0017 ips: 12.5548 images/s [11/17 01:46:50] ppdet.engine INFO: Epoch: [59] [1300/3251] learning_rate: 0.070897 loss_vfl: 0.772028 loss_bbox: 0.267307 loss_dfl: 0.181036 loss: 1.225468 eta: 3 days, 7:48:39 batch_cost: 2.2946 data_cost: 0.0010 ips: 12.2026 images/s [11/17 01:47:36] ppdet.engine INFO: Epoch: [59] [1320/3251] learning_rate: 0.070878 loss_vfl: 0.811405 loss_bbox: 0.255297 loss_dfl: 0.176124 loss: 1.263605 eta: 3 days, 7:47:55 batch_cost: 2.1504 data_cost: 0.0010 ips: 13.0211 images/s [11/17 01:48:22] ppdet.engine INFO: Epoch: [59] [1340/3251] learning_rate: 0.070860 loss_vfl: 0.789278 loss_bbox: 0.247398 loss_dfl: 0.176324 loss: 1.245777 eta: 3 days, 7:47:12 batch_cost: 2.1856 data_cost: 0.0009 ips: 12.8114 images/s [11/17 01:49:10] ppdet.engine INFO: Epoch: [59] [1360/3251] learning_rate: 0.070841 loss_vfl: 0.806492 loss_bbox: 0.257782 loss_dfl: 0.174560 loss: 1.248829 eta: 3 days, 7:46:30 batch_cost: 2.3056 data_cost: 0.0010 ips: 12.1442 images/s [11/17 01:49:57] ppdet.engine INFO: Epoch: [59] [1380/3251] learning_rate: 0.070823 loss_vfl: 0.789153 loss_bbox: 0.307333 loss_dfl: 0.185191 loss: 1.260502 eta: 3 days, 7:45:46 batch_cost: 2.1053 data_cost: 0.0010 ips: 13.2997 images/s [11/17 01:50:45] ppdet.engine INFO: Epoch: [59] [1400/3251] learning_rate: 0.070804 loss_vfl: 0.812277 loss_bbox: 0.283715 loss_dfl: 0.202214 loss: 1.292308 eta: 3 days, 7:45:04 batch_cost: 2.2806 data_cost: 0.0011 ips: 12.2773 images/s [11/17 01:51:32] ppdet.engine INFO: Epoch: [59] [1420/3251] learning_rate: 0.070786 loss_vfl: 0.801281 loss_bbox: 0.249015 loss_dfl: 0.174345 loss: 1.236892 eta: 3 days, 7:44:20 batch_cost: 2.1585 data_cost: 0.0010 ips: 12.9719 images/s [11/17 01:52:18] ppdet.engine INFO: Epoch: [59] [1440/3251] learning_rate: 0.070767 loss_vfl: 0.795004 loss_bbox: 0.223810 loss_dfl: 0.159972 loss: 1.211542 eta: 3 days, 7:43:37 batch_cost: 2.1990 data_cost: 0.0010 ips: 12.7332 images/s [11/17 01:53:04] ppdet.engine INFO: Epoch: [59] [1460/3251] learning_rate: 0.070749 loss_vfl: 0.791094 loss_bbox: 0.247282 loss_dfl: 0.162888 loss: 1.241953 eta: 3 days, 7:42:53 batch_cost: 2.1853 data_cost: 0.0009 ips: 12.8127 images/s [11/17 01:53:52] ppdet.engine INFO: Epoch: [59] [1480/3251] learning_rate: 0.070730 loss_vfl: 0.805669 loss_bbox: 0.268492 loss_dfl: 0.179724 loss: 1.273487 eta: 3 days, 7:42:10 batch_cost: 2.2044 data_cost: 0.0010 ips: 12.7018 images/s [11/17 01:54:39] ppdet.engine INFO: Epoch: [59] [1500/3251] learning_rate: 0.070712 loss_vfl: 0.793265 loss_bbox: 0.255980 loss_dfl: 0.177069 loss: 1.228924 eta: 3 days, 7:41:27 batch_cost: 2.2468 data_cost: 0.0011 ips: 12.4622 images/s [11/17 01:55:26] ppdet.engine INFO: Epoch: [59] [1520/3251] learning_rate: 0.070693 loss_vfl: 0.786334 loss_bbox: 0.257180 loss_dfl: 0.179756 loss: 1.225893 eta: 3 days, 7:40:44 batch_cost: 2.2115 data_cost: 0.0012 ips: 12.6609 images/s [11/17 01:56:13] ppdet.engine INFO: Epoch: [59] [1540/3251] learning_rate: 0.070675 loss_vfl: 0.825243 loss_bbox: 0.261846 loss_dfl: 0.182143 loss: 1.276450 eta: 3 days, 7:40:01 batch_cost: 2.2093 data_cost: 0.0010 ips: 12.6736 images/s [11/17 01:57:00] ppdet.engine INFO: Epoch: [59] [1560/3251] learning_rate: 0.070656 loss_vfl: 0.811842 loss_bbox: 0.293306 loss_dfl: 0.197912 loss: 1.294106 eta: 3 days, 7:39:19 batch_cost: 2.2531 data_cost: 0.0009 ips: 12.4272 images/s [11/17 01:57:45] ppdet.engine INFO: Epoch: [59] [1580/3251] learning_rate: 0.070638 loss_vfl: 0.796798 loss_bbox: 0.260579 loss_dfl: 0.182969 loss: 1.219934 eta: 3 days, 7:38:34 batch_cost: 2.0638 data_cost: 0.0010 ips: 13.5673 images/s [11/17 01:58:31] ppdet.engine INFO: Epoch: [59] [1600/3251] learning_rate: 0.070620 loss_vfl: 0.796810 loss_bbox: 0.264721 loss_dfl: 0.179710 loss: 1.253971 eta: 3 days, 7:37:50 batch_cost: 2.1776 data_cost: 0.0010 ips: 12.8582 images/s [11/17 01:59:18] ppdet.engine INFO: Epoch: [59] [1620/3251] learning_rate: 0.070601 loss_vfl: 0.809432 loss_bbox: 0.269564 loss_dfl: 0.178173 loss: 1.255892 eta: 3 days, 7:37:06 batch_cost: 2.1331 data_cost: 0.0009 ips: 13.1263 images/s [11/17 02:00:02] ppdet.engine INFO: Epoch: [59] [1640/3251] learning_rate: 0.070583 loss_vfl: 0.785213 loss_bbox: 0.293817 loss_dfl: 0.195175 loss: 1.289169 eta: 3 days, 7:36:21 batch_cost: 2.0922 data_cost: 0.0010 ips: 13.3828 images/s [11/17 02:00:50] ppdet.engine INFO: Epoch: [59] [1660/3251] learning_rate: 0.070564 loss_vfl: 0.798549 loss_bbox: 0.271054 loss_dfl: 0.176163 loss: 1.253781 eta: 3 days, 7:35:38 batch_cost: 2.2130 data_cost: 0.0010 ips: 12.6524 images/s [11/17 02:01:38] ppdet.engine INFO: Epoch: [59] [1680/3251] learning_rate: 0.070546 loss_vfl: 0.813049 loss_bbox: 0.304676 loss_dfl: 0.183333 loss: 1.307575 eta: 3 days, 7:34:57 batch_cost: 2.3056 data_cost: 0.0010 ips: 12.1444 images/s [11/17 02:02:23] ppdet.engine INFO: Epoch: [59] [1700/3251] learning_rate: 0.070527 loss_vfl: 0.775454 loss_bbox: 0.281835 loss_dfl: 0.196526 loss: 1.259510 eta: 3 days, 7:34:13 batch_cost: 2.1448 data_cost: 0.0011 ips: 13.0549 images/s [11/17 02:03:10] ppdet.engine INFO: Epoch: [59] [1720/3251] learning_rate: 0.070509 loss_vfl: 0.790751 loss_bbox: 0.285092 loss_dfl: 0.183312 loss: 1.278395 eta: 3 days, 7:33:29 batch_cost: 2.1700 data_cost: 0.0010 ips: 12.9035 images/s [11/17 02:03:57] ppdet.engine INFO: Epoch: [59] [1740/3251] learning_rate: 0.070490 loss_vfl: 0.813760 loss_bbox: 0.270067 loss_dfl: 0.182010 loss: 1.259042 eta: 3 days, 7:32:47 batch_cost: 2.2692 data_cost: 0.0009 ips: 12.3393 images/s [11/17 02:04:44] ppdet.engine INFO: Epoch: [59] [1760/3251] learning_rate: 0.070472 loss_vfl: 0.786855 loss_bbox: 0.268634 loss_dfl: 0.188189 loss: 1.226254 eta: 3 days, 7:32:04 batch_cost: 2.2321 data_cost: 0.0010 ips: 12.5444 images/s [11/17 02:05:30] ppdet.engine INFO: Epoch: [59] [1780/3251] learning_rate: 0.070453 loss_vfl: 0.807149 loss_bbox: 0.312681 loss_dfl: 0.198423 loss: 1.326970 eta: 3 days, 7:31:20 batch_cost: 2.1804 data_cost: 0.0010 ips: 12.8415 images/s [11/17 02:06:15] ppdet.engine INFO: Epoch: [59] [1800/3251] learning_rate: 0.070435 loss_vfl: 0.798045 loss_bbox: 0.285388 loss_dfl: 0.182502 loss: 1.238519 eta: 3 days, 7:30:36 batch_cost: 2.1282 data_cost: 0.0010 ips: 13.1564 images/s [11/17 02:07:00] ppdet.engine INFO: Epoch: [59] [1820/3251] learning_rate: 0.070416 loss_vfl: 0.773709 loss_bbox: 0.266741 loss_dfl: 0.177825 loss: 1.205483 eta: 3 days, 7:29:52 batch_cost: 2.1616 data_cost: 0.0010 ips: 12.9531 images/s [11/17 02:07:47] ppdet.engine INFO: Epoch: [59] [1840/3251] learning_rate: 0.070398 loss_vfl: 0.786035 loss_bbox: 0.279345 loss_dfl: 0.193286 loss: 1.260407 eta: 3 days, 7:29:09 batch_cost: 2.2159 data_cost: 0.0010 ips: 12.6362 images/s [11/17 02:08:34] ppdet.engine INFO: Epoch: [59] [1860/3251] learning_rate: 0.070379 loss_vfl: 0.798406 loss_bbox: 0.270491 loss_dfl: 0.192577 loss: 1.250267 eta: 3 days, 7:28:26 batch_cost: 2.1673 data_cost: 0.0009 ips: 12.9194 images/s [11/17 02:09:20] ppdet.engine INFO: Epoch: [59] [1880/3251] learning_rate: 0.070361 loss_vfl: 0.775971 loss_bbox: 0.287717 loss_dfl: 0.182562 loss: 1.255101 eta: 3 days, 7:27:42 batch_cost: 2.1582 data_cost: 0.0010 ips: 12.9741 images/s [11/17 02:10:07] ppdet.engine INFO: Epoch: [59] [1900/3251] learning_rate: 0.070343 loss_vfl: 0.806413 loss_bbox: 0.275043 loss_dfl: 0.180418 loss: 1.253222 eta: 3 days, 7:26:59 batch_cost: 2.2100 data_cost: 0.0011 ips: 12.6695 images/s [11/17 02:10:55] ppdet.engine INFO: Epoch: [59] [1920/3251] learning_rate: 0.070324 loss_vfl: 0.802937 loss_bbox: 0.270252 loss_dfl: 0.186054 loss: 1.257182 eta: 3 days, 7:26:16 batch_cost: 2.2467 data_cost: 0.0011 ips: 12.4629 images/s [11/17 02:11:41] ppdet.engine INFO: Epoch: [59] [1940/3251] learning_rate: 0.070306 loss_vfl: 0.789680 loss_bbox: 0.255105 loss_dfl: 0.180295 loss: 1.242928 eta: 3 days, 7:25:32 batch_cost: 2.1466 data_cost: 0.0010 ips: 13.0438 images/s [11/17 02:12:27] ppdet.engine INFO: Epoch: [59] [1960/3251] learning_rate: 0.070287 loss_vfl: 0.787894 loss_bbox: 0.243369 loss_dfl: 0.162323 loss: 1.189890 eta: 3 days, 7:24:49 batch_cost: 2.1862 data_cost: 0.0009 ips: 12.8077 images/s [11/17 02:13:15] ppdet.engine INFO: Epoch: [59] [1980/3251] learning_rate: 0.070269 loss_vfl: 0.789271 loss_bbox: 0.275641 loss_dfl: 0.177004 loss: 1.220872 eta: 3 days, 7:24:06 batch_cost: 2.2067 data_cost: 0.0011 ips: 12.6884 images/s [11/17 02:14:00] ppdet.engine INFO: Epoch: [59] [2000/3251] learning_rate: 0.070250 loss_vfl: 0.796216 loss_bbox: 0.267003 loss_dfl: 0.184966 loss: 1.279048 eta: 3 days, 7:23:22 batch_cost: 2.1656 data_cost: 0.0010 ips: 12.9296 images/s [11/17 02:14:48] ppdet.engine INFO: Epoch: [59] [2020/3251] learning_rate: 0.070232 loss_vfl: 0.791309 loss_bbox: 0.271297 loss_dfl: 0.188709 loss: 1.257550 eta: 3 days, 7:22:40 batch_cost: 2.2758 data_cost: 0.0009 ips: 12.3032 images/s [11/17 02:15:35] ppdet.engine INFO: Epoch: [59] [2040/3251] learning_rate: 0.070213 loss_vfl: 0.794168 loss_bbox: 0.288234 loss_dfl: 0.189990 loss: 1.286660 eta: 3 days, 7:21:56 batch_cost: 2.1840 data_cost: 0.0010 ips: 12.8206 images/s [11/17 02:16:21] ppdet.engine INFO: Epoch: [59] [2060/3251] learning_rate: 0.070195 loss_vfl: 0.790631 loss_bbox: 0.282435 loss_dfl: 0.193983 loss: 1.290612 eta: 3 days, 7:21:13 batch_cost: 2.1865 data_cost: 0.0010 ips: 12.8056 images/s [11/17 02:17:06] ppdet.engine INFO: Epoch: [59] [2080/3251] learning_rate: 0.070176 loss_vfl: 0.819336 loss_bbox: 0.252392 loss_dfl: 0.174756 loss: 1.271368 eta: 3 days, 7:20:28 batch_cost: 2.0727 data_cost: 0.0010 ips: 13.5086 images/s [11/17 02:17:54] ppdet.engine INFO: Epoch: [59] [2100/3251] learning_rate: 0.070158 loss_vfl: 0.795758 loss_bbox: 0.278378 loss_dfl: 0.187218 loss: 1.296973 eta: 3 days, 7:19:46 batch_cost: 2.2796 data_cost: 0.0010 ips: 12.2827 images/s [11/17 02:18:39] ppdet.engine INFO: Epoch: [59] [2120/3251] learning_rate: 0.070140 loss_vfl: 0.799549 loss_bbox: 0.260060 loss_dfl: 0.173981 loss: 1.244867 eta: 3 days, 7:19:01 batch_cost: 2.0904 data_cost: 0.0010 ips: 13.3944 images/s [11/17 02:19:25] ppdet.engine INFO: Epoch: [59] [2140/3251] learning_rate: 0.070121 loss_vfl: 0.804864 loss_bbox: 0.312773 loss_dfl: 0.193915 loss: 1.344450 eta: 3 days, 7:18:17 batch_cost: 2.1519 data_cost: 0.0009 ips: 13.0116 images/s [11/17 02:20:10] ppdet.engine INFO: Epoch: [59] [2160/3251] learning_rate: 0.070103 loss_vfl: 0.777466 loss_bbox: 0.290112 loss_dfl: 0.187092 loss: 1.274167 eta: 3 days, 7:17:33 batch_cost: 2.1102 data_cost: 0.0010 ips: 13.2692 images/s [11/17 02:20:58] ppdet.engine INFO: Epoch: [59] [2180/3251] learning_rate: 0.070084 loss_vfl: 0.811222 loss_bbox: 0.288696 loss_dfl: 0.191424 loss: 1.298129 eta: 3 days, 7:16:51 batch_cost: 2.2957 data_cost: 0.0010 ips: 12.1968 images/s [11/17 02:21:44] ppdet.engine INFO: Epoch: [59] [2200/3251] learning_rate: 0.070066 loss_vfl: 0.797446 loss_bbox: 0.260688 loss_dfl: 0.174069 loss: 1.208002 eta: 3 days, 7:16:06 batch_cost: 2.0593 data_cost: 0.0011 ips: 13.5972 images/s [11/17 02:22:30] ppdet.engine INFO: Epoch: [59] [2220/3251] learning_rate: 0.070047 loss_vfl: 0.796457 loss_bbox: 0.251607 loss_dfl: 0.178420 loss: 1.221011 eta: 3 days, 7:15:22 batch_cost: 2.1886 data_cost: 0.0010 ips: 12.7937 images/s [11/17 02:23:17] ppdet.engine INFO: Epoch: [59] [2240/3251] learning_rate: 0.070029 loss_vfl: 0.785007 loss_bbox: 0.273607 loss_dfl: 0.186208 loss: 1.242692 eta: 3 days, 7:14:39 batch_cost: 2.2011 data_cost: 0.0009 ips: 12.7210 images/s [11/17 02:24:05] ppdet.engine INFO: Epoch: [59] [2260/3251] learning_rate: 0.070010 loss_vfl: 0.762244 loss_bbox: 0.280468 loss_dfl: 0.179734 loss: 1.218674 eta: 3 days, 7:13:56 batch_cost: 2.2148 data_cost: 0.0013 ips: 12.6423 images/s [11/17 02:24:52] ppdet.engine INFO: Epoch: [59] [2280/3251] learning_rate: 0.069992 loss_vfl: 0.819652 loss_bbox: 0.303083 loss_dfl: 0.188079 loss: 1.312354 eta: 3 days, 7:13:14 batch_cost: 2.2395 data_cost: 0.0009 ips: 12.5027 images/s [11/17 02:25:39] ppdet.engine INFO: Epoch: [59] [2300/3251] learning_rate: 0.069974 loss_vfl: 0.787643 loss_bbox: 0.292202 loss_dfl: 0.192211 loss: 1.298551 eta: 3 days, 7:12:31 batch_cost: 2.2723 data_cost: 0.0009 ips: 12.3222 images/s [11/17 02:26:28] ppdet.engine INFO: Epoch: [59] [2320/3251] learning_rate: 0.069955 loss_vfl: 0.791762 loss_bbox: 0.278562 loss_dfl: 0.180538 loss: 1.250100 eta: 3 days, 7:11:50 batch_cost: 2.3342 data_cost: 0.0011 ips: 11.9953 images/s [11/17 02:27:15] ppdet.engine INFO: Epoch: [59] [2340/3251] learning_rate: 0.069937 loss_vfl: 0.784887 loss_bbox: 0.254603 loss_dfl: 0.172376 loss: 1.231218 eta: 3 days, 7:11:07 batch_cost: 2.2363 data_cost: 0.0010 ips: 12.5205 images/s [11/17 02:28:02] ppdet.engine INFO: Epoch: [59] [2360/3251] learning_rate: 0.069918 loss_vfl: 0.801948 loss_bbox: 0.280329 loss_dfl: 0.185846 loss: 1.272495 eta: 3 days, 7:10:24 batch_cost: 2.1719 data_cost: 0.0009 ips: 12.8917 images/s [11/17 02:28:49] ppdet.engine INFO: Epoch: [59] [2380/3251] learning_rate: 0.069900 loss_vfl: 0.773542 loss_bbox: 0.288670 loss_dfl: 0.192985 loss: 1.280080 eta: 3 days, 7:09:41 batch_cost: 2.2558 data_cost: 0.0010 ips: 12.4122 images/s [11/17 02:29:37] ppdet.engine INFO: Epoch: [59] [2400/3251] learning_rate: 0.069881 loss_vfl: 0.800962 loss_bbox: 0.272075 loss_dfl: 0.173471 loss: 1.269926 eta: 3 days, 7:08:59 batch_cost: 2.2862 data_cost: 0.0012 ips: 12.2475 images/s [11/17 02:30:23] ppdet.engine INFO: Epoch: [59] [2420/3251] learning_rate: 0.069863 loss_vfl: 0.781956 loss_bbox: 0.263785 loss_dfl: 0.176590 loss: 1.246936 eta: 3 days, 7:08:15 batch_cost: 2.1362 data_cost: 0.0014 ips: 13.1075 images/s [11/17 02:31:10] ppdet.engine INFO: Epoch: [59] [2440/3251] learning_rate: 0.069845 loss_vfl: 0.795082 loss_bbox: 0.248145 loss_dfl: 0.166320 loss: 1.252737 eta: 3 days, 7:07:33 batch_cost: 2.2836 data_cost: 0.0010 ips: 12.2614 images/s [11/17 02:31:57] ppdet.engine INFO: Epoch: [59] [2460/3251] learning_rate: 0.069826 loss_vfl: 0.771939 loss_bbox: 0.260301 loss_dfl: 0.175188 loss: 1.253194 eta: 3 days, 7:06:50 batch_cost: 2.1960 data_cost: 0.0011 ips: 12.7503 images/s [11/17 02:32:42] ppdet.engine INFO: Epoch: [59] [2480/3251] learning_rate: 0.069808 loss_vfl: 0.807116 loss_bbox: 0.260175 loss_dfl: 0.169396 loss: 1.215141 eta: 3 days, 7:06:06 batch_cost: 2.1864 data_cost: 0.0010 ips: 12.8067 images/s [11/17 02:33:28] ppdet.engine INFO: Epoch: [59] [2500/3251] learning_rate: 0.069789 loss_vfl: 0.801128 loss_bbox: 0.258105 loss_dfl: 0.184067 loss: 1.266988 eta: 3 days, 7:05:23 batch_cost: 2.1845 data_cost: 0.0010 ips: 12.8173 images/s [11/17 02:34:14] ppdet.engine INFO: Epoch: [59] [2520/3251] learning_rate: 0.069771 loss_vfl: 0.783410 loss_bbox: 0.295286 loss_dfl: 0.183963 loss: 1.271661 eta: 3 days, 7:04:39 batch_cost: 2.1550 data_cost: 0.0010 ips: 12.9931 images/s [11/17 02:35:02] ppdet.engine INFO: Epoch: [59] [2540/3251] learning_rate: 0.069752 loss_vfl: 0.804033 loss_bbox: 0.285116 loss_dfl: 0.197385 loss: 1.260095 eta: 3 days, 7:03:57 batch_cost: 2.2753 data_cost: 0.0013 ips: 12.3059 images/s [11/17 02:35:47] ppdet.engine INFO: Epoch: [59] [2560/3251] learning_rate: 0.069734 loss_vfl: 0.782637 loss_bbox: 0.292085 loss_dfl: 0.192379 loss: 1.285705 eta: 3 days, 7:03:13 batch_cost: 2.1695 data_cost: 0.0009 ips: 12.9060 images/s [11/17 02:36:33] ppdet.engine INFO: Epoch: [59] [2580/3251] learning_rate: 0.069716 loss_vfl: 0.779581 loss_bbox: 0.268244 loss_dfl: 0.174925 loss: 1.245778 eta: 3 days, 7:02:29 batch_cost: 2.1469 data_cost: 0.0011 ips: 13.0424 images/s [11/17 02:37:20] ppdet.engine INFO: Epoch: [59] [2600/3251] learning_rate: 0.069697 loss_vfl: 0.808147 loss_bbox: 0.265183 loss_dfl: 0.177951 loss: 1.255062 eta: 3 days, 7:01:46 batch_cost: 2.2055 data_cost: 0.0009 ips: 12.6955 images/s [11/17 02:38:07] ppdet.engine INFO: Epoch: [59] [2620/3251] learning_rate: 0.069679 loss_vfl: 0.799938 loss_bbox: 0.279209 loss_dfl: 0.188845 loss: 1.276202 eta: 3 days, 7:01:03 batch_cost: 2.2239 data_cost: 0.0011 ips: 12.5905 images/s [11/17 02:38:52] ppdet.engine INFO: Epoch: [59] [2640/3251] learning_rate: 0.069660 loss_vfl: 0.785590 loss_bbox: 0.278884 loss_dfl: 0.182139 loss: 1.238731 eta: 3 days, 7:00:19 batch_cost: 2.1447 data_cost: 0.0009 ips: 13.0556 images/s [11/17 02:39:38] ppdet.engine INFO: Epoch: [59] [2660/3251] learning_rate: 0.069642 loss_vfl: 0.800173 loss_bbox: 0.264552 loss_dfl: 0.178592 loss: 1.218362 eta: 3 days, 6:59:34 batch_cost: 2.0815 data_cost: 0.0009 ips: 13.4517 images/s [11/17 02:40:27] ppdet.engine INFO: Epoch: [59] [2680/3251] learning_rate: 0.069624 loss_vfl: 0.788695 loss_bbox: 0.245914 loss_dfl: 0.189054 loss: 1.233629 eta: 3 days, 6:58:53 batch_cost: 2.3598 data_cost: 0.0010 ips: 11.8654 images/s [11/17 02:41:16] ppdet.engine INFO: Epoch: [59] [2700/3251] learning_rate: 0.069605 loss_vfl: 0.813626 loss_bbox: 0.256730 loss_dfl: 0.185904 loss: 1.238481 eta: 3 days, 6:58:12 batch_cost: 2.3415 data_cost: 0.0011 ips: 11.9582 images/s [11/17 02:42:02] ppdet.engine INFO: Epoch: [59] [2720/3251] learning_rate: 0.069587 loss_vfl: 0.792300 loss_bbox: 0.273712 loss_dfl: 0.177790 loss: 1.272972 eta: 3 days, 6:57:28 batch_cost: 2.1854 data_cost: 0.0010 ips: 12.8120 images/s [11/17 02:42:49] ppdet.engine INFO: Epoch: [59] [2740/3251] learning_rate: 0.069568 loss_vfl: 0.786603 loss_bbox: 0.249715 loss_dfl: 0.174542 loss: 1.224566 eta: 3 days, 6:56:45 batch_cost: 2.1514 data_cost: 0.0009 ips: 13.0149 images/s [11/17 02:43:34] ppdet.engine INFO: Epoch: [59] [2760/3251] learning_rate: 0.069550 loss_vfl: 0.785048 loss_bbox: 0.300209 loss_dfl: 0.190683 loss: 1.310372 eta: 3 days, 6:56:01 batch_cost: 2.1478 data_cost: 0.0010 ips: 13.0369 images/s [11/17 02:44:22] ppdet.engine INFO: Epoch: [59] [2780/3251] learning_rate: 0.069531 loss_vfl: 0.786114 loss_bbox: 0.287092 loss_dfl: 0.195106 loss: 1.266649 eta: 3 days, 6:55:19 batch_cost: 2.2963 data_cost: 0.0009 ips: 12.1935 images/s [11/17 02:45:08] ppdet.engine INFO: Epoch: [59] [2800/3251] learning_rate: 0.069513 loss_vfl: 0.805518 loss_bbox: 0.263755 loss_dfl: 0.182032 loss: 1.254773 eta: 3 days, 6:54:35 batch_cost: 2.1935 data_cost: 0.0010 ips: 12.7648 images/s [11/17 02:45:56] ppdet.engine INFO: Epoch: [59] [2820/3251] learning_rate: 0.069495 loss_vfl: 0.784351 loss_bbox: 0.245651 loss_dfl: 0.168723 loss: 1.222659 eta: 3 days, 6:53:53 batch_cost: 2.2523 data_cost: 0.0094 ips: 12.4316 images/s [11/17 02:46:42] ppdet.engine INFO: Epoch: [59] [2840/3251] learning_rate: 0.069476 loss_vfl: 0.782735 loss_bbox: 0.259590 loss_dfl: 0.171983 loss: 1.219807 eta: 3 days, 6:53:08 batch_cost: 2.0893 data_cost: 0.0011 ips: 13.4019 images/s [11/17 02:47:31] ppdet.engine INFO: Epoch: [59] [2860/3251] learning_rate: 0.069458 loss_vfl: 0.807583 loss_bbox: 0.228204 loss_dfl: 0.165295 loss: 1.236638 eta: 3 days, 6:52:26 batch_cost: 2.3085 data_cost: 0.0009 ips: 12.1293 images/s [11/17 02:48:18] ppdet.engine INFO: Epoch: [59] [2880/3251] learning_rate: 0.069439 loss_vfl: 0.803033 loss_bbox: 0.294907 loss_dfl: 0.211118 loss: 1.276404 eta: 3 days, 6:51:43 batch_cost: 2.2225 data_cost: 0.0010 ips: 12.5983 images/s [11/17 02:49:04] ppdet.engine INFO: Epoch: [59] [2900/3251] learning_rate: 0.069421 loss_vfl: 0.794538 loss_bbox: 0.282141 loss_dfl: 0.180474 loss: 1.288019 eta: 3 days, 6:51:00 batch_cost: 2.2008 data_cost: 0.0197 ips: 12.7225 images/s [11/17 02:49:50] ppdet.engine INFO: Epoch: [59] [2920/3251] learning_rate: 0.069403 loss_vfl: 0.783480 loss_bbox: 0.262521 loss_dfl: 0.181992 loss: 1.198782 eta: 3 days, 6:50:17 batch_cost: 2.1895 data_cost: 0.0009 ips: 12.7884 images/s [11/17 02:50:39] ppdet.engine INFO: Epoch: [59] [2940/3251] learning_rate: 0.069384 loss_vfl: 0.792842 loss_bbox: 0.296657 loss_dfl: 0.192116 loss: 1.285571 eta: 3 days, 6:49:34 batch_cost: 2.2509 data_cost: 0.0011 ips: 12.4394 images/s [11/17 02:51:26] ppdet.engine INFO: Epoch: [59] [2960/3251] learning_rate: 0.069366 loss_vfl: 0.784411 loss_bbox: 0.282632 loss_dfl: 0.185471 loss: 1.271404 eta: 3 days, 6:48:51 batch_cost: 2.2112 data_cost: 0.0010 ips: 12.6629 images/s [11/17 02:52:09] ppdet.engine INFO: Epoch: [59] [2980/3251] learning_rate: 0.069347 loss_vfl: 0.812179 loss_bbox: 0.250883 loss_dfl: 0.165957 loss: 1.224886 eta: 3 days, 6:48:05 batch_cost: 2.0055 data_cost: 0.0011 ips: 13.9613 images/s [11/17 02:52:59] ppdet.engine INFO: Epoch: [59] [3000/3251] learning_rate: 0.069329 loss_vfl: 0.782047 loss_bbox: 0.291608 loss_dfl: 0.193184 loss: 1.267933 eta: 3 days, 6:47:24 batch_cost: 2.3601 data_cost: 0.0010 ips: 11.8637 images/s [11/17 02:53:45] ppdet.engine INFO: Epoch: [59] [3020/3251] learning_rate: 0.069311 loss_vfl: 0.788516 loss_bbox: 0.261094 loss_dfl: 0.181062 loss: 1.239682 eta: 3 days, 6:46:41 batch_cost: 2.1915 data_cost: 0.0011 ips: 12.7764 images/s [11/17 02:54:33] ppdet.engine INFO: Epoch: [59] [3040/3251] learning_rate: 0.069292 loss_vfl: 0.799429 loss_bbox: 0.287040 loss_dfl: 0.183958 loss: 1.269078 eta: 3 days, 6:45:58 batch_cost: 2.2457 data_cost: 0.0010 ips: 12.4684 images/s [11/17 02:55:21] ppdet.engine INFO: Epoch: [59] [3060/3251] learning_rate: 0.069274 loss_vfl: 0.789827 loss_bbox: 0.301844 loss_dfl: 0.197148 loss: 1.301727 eta: 3 days, 6:45:16 batch_cost: 2.2925 data_cost: 0.0009 ips: 12.2139 images/s [11/17 02:56:06] ppdet.engine INFO: Epoch: [59] [3080/3251] learning_rate: 0.069256 loss_vfl: 0.786187 loss_bbox: 0.266198 loss_dfl: 0.167043 loss: 1.236049 eta: 3 days, 6:44:32 batch_cost: 2.1001 data_cost: 0.0017 ips: 13.3326 images/s [11/17 02:56:53] ppdet.engine INFO: Epoch: [59] [3100/3251] learning_rate: 0.069237 loss_vfl: 0.792090 loss_bbox: 0.272225 loss_dfl: 0.180831 loss: 1.267092 eta: 3 days, 6:43:48 batch_cost: 2.1879 data_cost: 0.0011 ips: 12.7978 images/s [11/17 02:57:39] ppdet.engine INFO: Epoch: [59] [3120/3251] learning_rate: 0.069219 loss_vfl: 0.798772 loss_bbox: 0.257128 loss_dfl: 0.181717 loss: 1.273338 eta: 3 days, 6:43:05 batch_cost: 2.1719 data_cost: 0.0009 ips: 12.8917 images/s [11/17 02:58:26] ppdet.engine INFO: Epoch: [59] [3140/3251] learning_rate: 0.069200 loss_vfl: 0.787828 loss_bbox: 0.259805 loss_dfl: 0.167462 loss: 1.207216 eta: 3 days, 6:42:22 batch_cost: 2.2344 data_cost: 0.0009 ips: 12.5315 images/s [11/17 02:59:12] ppdet.engine INFO: Epoch: [59] [3160/3251] learning_rate: 0.069182 loss_vfl: 0.810085 loss_bbox: 0.294397 loss_dfl: 0.191311 loss: 1.266624 eta: 3 days, 6:41:39 batch_cost: 2.1907 data_cost: 0.0012 ips: 12.7811 images/s [11/17 02:59:59] ppdet.engine INFO: Epoch: [59] [3180/3251] learning_rate: 0.069164 loss_vfl: 0.802960 loss_bbox: 0.265613 loss_dfl: 0.172989 loss: 1.258046 eta: 3 days, 6:40:55 batch_cost: 2.1587 data_cost: 0.0010 ips: 12.9710 images/s [11/17 03:00:45] ppdet.engine INFO: Epoch: [59] [3200/3251] learning_rate: 0.069145 loss_vfl: 0.791299 loss_bbox: 0.267153 loss_dfl: 0.176104 loss: 1.239105 eta: 3 days, 6:40:11 batch_cost: 2.1707 data_cost: 0.0011 ips: 12.8991 images/s [11/17 03:01:31] ppdet.engine INFO: Epoch: [59] [3220/3251] learning_rate: 0.069127 loss_vfl: 0.829474 loss_bbox: 0.241723 loss_dfl: 0.158024 loss: 1.246420 eta: 3 days, 6:39:27 batch_cost: 2.1507 data_cost: 0.0010 ips: 13.0189 images/s [11/17 03:02:17] ppdet.engine INFO: Epoch: [59] [3240/3251] learning_rate: 0.069108 loss_vfl: 0.793691 loss_bbox: 0.308271 loss_dfl: 0.200912 loss: 1.300700 eta: 3 days, 6:38:43 batch_cost: 2.1363 data_cost: 0.0017 ips: 13.1071 images/s [11/17 03:02:36] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_lcnet_2_5x_640_mainbody [11/17 03:02:37] ppdet.engine INFO: Eval iter: 0 [11/17 03:03:26] ppdet.engine INFO: Eval iter: 100 [11/17 03:03:52] ppdet.engine INFO: Eval iter: 200 [11/17 03:04:18] ppdet.engine INFO: Eval iter: 300 [11/17 03:04:45] ppdet.engine INFO: Eval iter: 400 [11/17 03:05:12] ppdet.engine INFO: Eval iter: 500 [11/17 03:05:39] ppdet.engine INFO: Eval iter: 600 [11/17 03:06:06] ppdet.engine INFO: Eval iter: 700 [11/17 03:06:33] ppdet.engine INFO: Eval iter: 800 [11/17 03:07:02] ppdet.engine INFO: Eval iter: 900 [11/17 03:07:32] ppdet.engine INFO: Eval iter: 1000 [11/17 03:08:01] ppdet.engine INFO: Eval iter: 1100 [11/17 03:08:29] ppdet.engine INFO: Eval iter: 1200 [11/17 03:08:55] ppdet.engine INFO: Eval iter: 1300 [11/17 03:09:21] ppdet.engine INFO: Eval iter: 1400 [11/17 03:09:47] ppdet.engine INFO: Eval iter: 1500 [11/17 03:10:14] ppdet.engine INFO: Eval iter: 1600 [11/17 03:10:40] ppdet.engine INFO: Eval iter: 1700 [11/17 03:11:08] ppdet.engine INFO: Eval iter: 1800 [11/17 03:11:36] ppdet.engine INFO: Eval iter: 1900 [11/17 03:12:03] ppdet.engine INFO: Eval iter: 2000 [11/17 03:12:31] ppdet.engine INFO: Eval iter: 2100 [11/17 03:12:59] ppdet.engine INFO: Eval iter: 2200 [11/17 03:13:27] ppdet.engine INFO: Eval iter: 2300 [11/17 03:14:25] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json. loading annotations into memory... Done (t=1.19s) creating index... index created! [11/17 03:14:26] ppdet.metrics.coco_utils INFO: Start evaluate... Loading and preparing results... DONE (t=17.27s) creating index... index created! Running per image evaluation... Evaluate annotation type *bbox* DONE (t=375.75s). Accumulating evaluation results... DONE (t=29.01s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.414 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.617 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.442 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.221 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.453 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.553 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.084 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.403 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.610 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 ] = 0.629 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.775 [11/17 03:21:32] ppdet.engine INFO: Total sample number: 19074, averge FPS: 28.275231797677435 [11/17 03:21:32] ppdet.engine INFO: Best test bbox ap is 0.415. [11/17 03:21:34] ppdet.engine INFO: Epoch: [60] [ 0/3251] learning_rate: 0.069098 loss_vfl: 0.799919 loss_bbox: 0.274613 loss_dfl: 0.172546 loss: 1.263415 eta: 3 days, 6:38:10 batch_cost: 1.4755 data_cost: 0.0016 ips: 18.9762 images/s [11/17 03:22:18] ppdet.engine INFO: Epoch: [60] [ 20/3251] learning_rate: 0.069080 loss_vfl: 0.789872 loss_bbox: 0.280021 loss_dfl: 0.189644 loss: 1.257283 eta: 3 days, 6:37:26 batch_cost: 2.1403 data_cost: 0.0011 ips: 13.0820 images/s [11/17 03:23:06] ppdet.engine INFO: Epoch: [60] [ 40/3251] learning_rate: 0.069062 loss_vfl: 0.802956 loss_bbox: 0.280801 loss_dfl: 0.178301 loss: 1.229622 eta: 3 days, 6:36:44 batch_cost: 2.2515 data_cost: 0.0010 ips: 12.4362 images/s [11/17 03:23:53] ppdet.engine INFO: Epoch: [60] [ 60/3251] learning_rate: 0.069043 loss_vfl: 0.812090 loss_bbox: 0.289692 loss_dfl: 0.191031 loss: 1.292717 eta: 3 days, 6:36:00 batch_cost: 2.1884 data_cost: 0.0013 ips: 12.7948 images/s [11/17 03:24:40] ppdet.engine INFO: Epoch: [60] [ 80/3251] learning_rate: 0.069025 loss_vfl: 0.757771 loss_bbox: 0.261671 loss_dfl: 0.174417 loss: 1.178407 eta: 3 days, 6:35:18 batch_cost: 2.2487 data_cost: 0.0011 ips: 12.4516 images/s [11/17 03:25:27] ppdet.engine INFO: Epoch: [60] [ 100/3251] learning_rate: 0.069006 loss_vfl: 0.780858 loss_bbox: 0.250905 loss_dfl: 0.181154 loss: 1.220878 eta: 3 days, 6:34:34 batch_cost: 2.1844 data_cost: 0.0009 ips: 12.8180 images/s [11/17 03:26:16] ppdet.engine INFO: Epoch: [60] [ 120/3251] learning_rate: 0.068988 loss_vfl: 0.800051 loss_bbox: 0.253115 loss_dfl: 0.168796 loss: 1.206469 eta: 3 days, 6:33:53 batch_cost: 2.3456 data_cost: 0.0009 ips: 11.9373 images/s [11/17 03:27:04] ppdet.engine INFO: Epoch: [60] [ 140/3251] learning_rate: 0.068970 loss_vfl: 0.783601 loss_bbox: 0.252720 loss_dfl: 0.181731 loss: 1.231398 eta: 3 days, 6:33:10 batch_cost: 2.2450 data_cost: 0.0009 ips: 12.4719 images/s [11/17 03:27:52] ppdet.engine INFO: Epoch: [60] [ 160/3251] learning_rate: 0.068951 loss_vfl: 0.773772 loss_bbox: 0.309150 loss_dfl: 0.207200 loss: 1.308727 eta: 3 days, 6:32:28 batch_cost: 2.2596 data_cost: 0.0009 ips: 12.3916 images/s [11/17 03:28:40] ppdet.engine INFO: Epoch: [60] [ 180/3251] learning_rate: 0.068933 loss_vfl: 0.802773 loss_bbox: 0.245872 loss_dfl: 0.167548 loss: 1.222237 eta: 3 days, 6:31:46 batch_cost: 2.2893 data_cost: 0.0009 ips: 12.2306 images/s [11/17 03:29:25] ppdet.engine INFO: Epoch: [60] [ 200/3251] learning_rate: 0.068915 loss_vfl: 0.798667 loss_bbox: 0.258266 loss_dfl: 0.180802 loss: 1.254005 eta: 3 days, 6:31:02 batch_cost: 2.1357 data_cost: 0.0009 ips: 13.1107 images/s [11/17 03:30:11] ppdet.engine INFO: Epoch: [60] [ 220/3251] learning_rate: 0.068896 loss_vfl: 0.790154 loss_bbox: 0.267850 loss_dfl: 0.186052 loss: 1.279413 eta: 3 days, 6:30:18 batch_cost: 2.1485 data_cost: 0.0011 ips: 13.0324 images/s [11/17 03:30:58] ppdet.engine INFO: Epoch: [60] [ 240/3251] learning_rate: 0.068878 loss_vfl: 0.790769 loss_bbox: 0.261448 loss_dfl: 0.177257 loss: 1.234708 eta: 3 days, 6:29:35 batch_cost: 2.2132 data_cost: 0.0009 ips: 12.6513 images/s [11/17 03:31:44] ppdet.engine INFO: Epoch: [60] [ 260/3251] learning_rate: 0.068859 loss_vfl: 0.776826 loss_bbox: 0.267547 loss_dfl: 0.190836 loss: 1.231331 eta: 3 days, 6:28:51 batch_cost: 2.1506 data_cost: 0.0009 ips: 13.0198 images/s [11/17 03:32:30] ppdet.engine INFO: Epoch: [60] [ 280/3251] learning_rate: 0.068841 loss_vfl: 0.785906 loss_bbox: 0.263383 loss_dfl: 0.186248 loss: 1.231378 eta: 3 days, 6:28:06 batch_cost: 2.0447 data_cost: 0.0011 ips: 13.6937 images/s [11/17 03:33:17] ppdet.engine INFO: Epoch: [60] [ 300/3251] learning_rate: 0.068823 loss_vfl: 0.776937 loss_bbox: 0.311212 loss_dfl: 0.203231 loss: 1.315228 eta: 3 days, 6:27:22 batch_cost: 2.1890 data_cost: 0.0014 ips: 12.7909 images/s [11/17 03:34:02] ppdet.engine INFO: Epoch: [60] [ 320/3251] learning_rate: 0.068804 loss_vfl: 0.773141 loss_bbox: 0.285973 loss_dfl: 0.194197 loss: 1.267126 eta: 3 days, 6:26:38 batch_cost: 2.0874 data_cost: 0.0016 ips: 13.4135 images/s [11/17 03:34:46] ppdet.engine INFO: Epoch: [60] [ 340/3251] learning_rate: 0.068786 loss_vfl: 0.787304 loss_bbox: 0.291627 loss_dfl: 0.190640 loss: 1.268650 eta: 3 days, 6:25:53 batch_cost: 2.1104 data_cost: 0.0010 ips: 13.2677 images/s [11/17 03:35:35] ppdet.engine INFO: Epoch: [60] [ 360/3251] learning_rate: 0.068768 loss_vfl: 0.790266 loss_bbox: 0.265780 loss_dfl: 0.185916 loss: 1.207414 eta: 3 days, 6:25:12 batch_cost: 2.3170 data_cost: 0.0011 ips: 12.0848 images/s [11/17 03:36:22] ppdet.engine INFO: Epoch: [60] [ 380/3251] learning_rate: 0.068749 loss_vfl: 0.800755 loss_bbox: 0.249191 loss_dfl: 0.174141 loss: 1.227928 eta: 3 days, 6:24:29 batch_cost: 2.2378 data_cost: 0.0010 ips: 12.5123 images/s [11/17 03:37:09] ppdet.engine INFO: Epoch: [60] [ 400/3251] learning_rate: 0.068731 loss_vfl: 0.831243 loss_bbox: 0.276994 loss_dfl: 0.185668 loss: 1.252460 eta: 3 days, 6:23:45 batch_cost: 2.1672 data_cost: 0.0009 ips: 12.9196 images/s [11/17 03:37:55] ppdet.engine INFO: Epoch: [60] [ 420/3251] learning_rate: 0.068713 loss_vfl: 0.769420 loss_bbox: 0.276269 loss_dfl: 0.179625 loss: 1.240969 eta: 3 days, 6:23:02 batch_cost: 2.2093 data_cost: 0.0014 ips: 12.6736 images/s [11/17 03:38:42] ppdet.engine INFO: Epoch: [60] [ 440/3251] learning_rate: 0.068694 loss_vfl: 0.802080 loss_bbox: 0.287243 loss_dfl: 0.185256 loss: 1.263746 eta: 3 days, 6:22:20 batch_cost: 2.2620 data_cost: 0.0011 ips: 12.3782 images/s [11/17 03:39:29] ppdet.engine INFO: Epoch: [60] [ 460/3251] learning_rate: 0.068676 loss_vfl: 0.790730 loss_bbox: 0.281883 loss_dfl: 0.192214 loss: 1.281182 eta: 3 days, 6:21:36 batch_cost: 2.1895 data_cost: 0.0009 ips: 12.7884 images/s [11/17 03:40:17] ppdet.engine INFO: Epoch: [60] [ 480/3251] learning_rate: 0.068657 loss_vfl: 0.827300 loss_bbox: 0.263038 loss_dfl: 0.192946 loss: 1.286834 eta: 3 days, 6:20:54 batch_cost: 2.2689 data_cost: 0.0010 ips: 12.3407 images/s [11/17 03:41:04] ppdet.engine INFO: Epoch: [60] [ 500/3251] learning_rate: 0.068639 loss_vfl: 0.779036 loss_bbox: 0.271200 loss_dfl: 0.184170 loss: 1.222927 eta: 3 days, 6:20:11 batch_cost: 2.2088 data_cost: 0.0010 ips: 12.6763 images/s [11/17 03:41:48] ppdet.engine INFO: Epoch: [60] [ 520/3251] learning_rate: 0.068621 loss_vfl: 0.781080 loss_bbox: 0.273409 loss_dfl: 0.188775 loss: 1.281111 eta: 3 days, 6:19:26 batch_cost: 2.1064 data_cost: 0.0011 ips: 13.2925 images/s [11/17 03:42:36] ppdet.engine INFO: Epoch: [60] [ 540/3251] learning_rate: 0.068602 loss_vfl: 0.775375 loss_bbox: 0.264073 loss_dfl: 0.178680 loss: 1.247364 eta: 3 days, 6:18:43 batch_cost: 2.1660 data_cost: 0.0011 ips: 12.9273 images/s [11/17 03:43:23] ppdet.engine INFO: Epoch: [60] [ 560/3251] learning_rate: 0.068584 loss_vfl: 0.788597 loss_bbox: 0.265458 loss_dfl: 0.173040 loss: 1.201122 eta: 3 days, 6:17:59 batch_cost: 2.1944 data_cost: 0.0011 ips: 12.7599 images/s [11/17 03:44:08] ppdet.engine INFO: Epoch: [60] [ 580/3251] learning_rate: 0.068566 loss_vfl: 0.813936 loss_bbox: 0.263239 loss_dfl: 0.168282 loss: 1.230657 eta: 3 days, 6:17:15 batch_cost: 2.0868 data_cost: 0.0010 ips: 13.4174 images/s [11/17 03:44:54] ppdet.engine INFO: Epoch: [60] [ 600/3251] learning_rate: 0.068547 loss_vfl: 0.790459 loss_bbox: 0.281637 loss_dfl: 0.181784 loss: 1.260977 eta: 3 days, 6:16:30 batch_cost: 2.1233 data_cost: 0.0010 ips: 13.1870 images/s [11/17 03:45:43] ppdet.engine INFO: Epoch: [60] [ 620/3251] learning_rate: 0.068529 loss_vfl: 0.788821 loss_bbox: 0.256986 loss_dfl: 0.175828 loss: 1.235042 eta: 3 days, 6:15:49 batch_cost: 2.3258 data_cost: 0.0009 ips: 12.0389 images/s [11/17 03:46:29] ppdet.engine INFO: Epoch: [60] [ 640/3251] learning_rate: 0.068511 loss_vfl: 0.793695 loss_bbox: 0.264382 loss_dfl: 0.178671 loss: 1.211467 eta: 3 days, 6:15:06 batch_cost: 2.2427 data_cost: 0.0009 ips: 12.4849 images/s [11/17 03:47:18] ppdet.engine INFO: Epoch: [60] [ 660/3251] learning_rate: 0.068492 loss_vfl: 0.802478 loss_bbox: 0.303568 loss_dfl: 0.200256 loss: 1.290132 eta: 3 days, 6:14:24 batch_cost: 2.2802 data_cost: 0.0011 ips: 12.2796 images/s [11/17 03:48:05] ppdet.engine INFO: Epoch: [60] [ 680/3251] learning_rate: 0.068474 loss_vfl: 0.796090 loss_bbox: 0.242549 loss_dfl: 0.165157 loss: 1.212424 eta: 3 days, 6:13:41 batch_cost: 2.2273 data_cost: 0.0010 ips: 12.5711 images/s [11/17 03:48:52] ppdet.engine INFO: Epoch: [60] [ 700/3251] learning_rate: 0.068456 loss_vfl: 0.790086 loss_bbox: 0.245864 loss_dfl: 0.165675 loss: 1.223721 eta: 3 days, 6:12:57 batch_cost: 2.1195 data_cost: 0.0010 ips: 13.2104 images/s [11/17 03:49:38] ppdet.engine INFO: Epoch: [60] [ 720/3251] learning_rate: 0.068437 loss_vfl: 0.809027 loss_bbox: 0.256778 loss_dfl: 0.174461 loss: 1.231341 eta: 3 days, 6:12:13 batch_cost: 2.1440 data_cost: 0.0010 ips: 13.0599 images/s [11/17 03:50:26] ppdet.engine INFO: Epoch: [60] [ 740/3251] learning_rate: 0.068419 loss_vfl: 0.793450 loss_bbox: 0.255773 loss_dfl: 0.168675 loss: 1.254945 eta: 3 days, 6:11:31 batch_cost: 2.3314 data_cost: 0.0009 ips: 12.0099 images/s [11/17 03:51:11] ppdet.engine INFO: Epoch: [60] [ 760/3251] learning_rate: 0.068401 loss_vfl: 0.790223 loss_bbox: 0.281124 loss_dfl: 0.182682 loss: 1.254373 eta: 3 days, 6:10:47 batch_cost: 2.1108 data_cost: 0.0009 ips: 13.2654 images/s [11/17 03:51:58] ppdet.engine INFO: Epoch: [60] [ 780/3251] learning_rate: 0.068382 loss_vfl: 0.791847 loss_bbox: 0.265382 loss_dfl: 0.179965 loss: 1.267083 eta: 3 days, 6:10:03 batch_cost: 2.1472 data_cost: 0.0015 ips: 13.0404 images/s [11/17 03:52:44] ppdet.engine INFO: Epoch: [60] [ 800/3251] learning_rate: 0.068364 loss_vfl: 0.787681 loss_bbox: 0.268036 loss_dfl: 0.178932 loss: 1.243575 eta: 3 days, 6:09:20 batch_cost: 2.1998 data_cost: 0.0089 ips: 12.7285 images/s [11/17 03:53:33] ppdet.engine INFO: Epoch: [60] [ 820/3251] learning_rate: 0.068346 loss_vfl: 0.790772 loss_bbox: 0.267164 loss_dfl: 0.182885 loss: 1.240835 eta: 3 days, 6:08:37 batch_cost: 2.2450 data_cost: 0.0009 ips: 12.4724 images/s [11/17 03:54:20] ppdet.engine INFO: Epoch: [60] [ 840/3251] learning_rate: 0.068327 loss_vfl: 0.793603 loss_bbox: 0.265831 loss_dfl: 0.182644 loss: 1.202773 eta: 3 days, 6:07:54 batch_cost: 2.2483 data_cost: 0.0013 ips: 12.4536 images/s [11/17 03:55:08] ppdet.engine INFO: Epoch: [60] [ 860/3251] learning_rate: 0.068309 loss_vfl: 0.790501 loss_bbox: 0.278917 loss_dfl: 0.165150 loss: 1.232380 eta: 3 days, 6:07:12 batch_cost: 2.2535 data_cost: 0.0009 ips: 12.4251 images/s [11/17 03:55:55] ppdet.engine INFO: Epoch: [60] [ 880/3251] learning_rate: 0.068291 loss_vfl: 0.793179 loss_bbox: 0.265829 loss_dfl: 0.185282 loss: 1.247059 eta: 3 days, 6:06:29 batch_cost: 2.2153 data_cost: 0.0010 ips: 12.6392 images/s [11/17 03:56:42] ppdet.engine INFO: Epoch: [60] [ 900/3251] learning_rate: 0.068272 loss_vfl: 0.788943 loss_bbox: 0.274269 loss_dfl: 0.191275 loss: 1.256807 eta: 3 days, 6:05:46 batch_cost: 2.2223 data_cost: 0.0009 ips: 12.5997 images/s [11/17 03:57:28] ppdet.engine INFO: Epoch: [60] [ 920/3251] learning_rate: 0.068254 loss_vfl: 0.793964 loss_bbox: 0.288145 loss_dfl: 0.191210 loss: 1.281525 eta: 3 days, 6:05:03 batch_cost: 2.2191 data_cost: 0.0117 ips: 12.6177 images/s [11/17 03:58:15] ppdet.engine INFO: Epoch: [60] [ 940/3251] learning_rate: 0.068236 loss_vfl: 0.765396 loss_bbox: 0.244782 loss_dfl: 0.166335 loss: 1.225014 eta: 3 days, 6:04:19 batch_cost: 2.1496 data_cost: 0.0018 ips: 13.0259 images/s [11/17 03:59:02] ppdet.engine INFO: Epoch: [60] [ 960/3251] learning_rate: 0.068217 loss_vfl: 0.783742 loss_bbox: 0.281148 loss_dfl: 0.196496 loss: 1.266891 eta: 3 days, 6:03:36 batch_cost: 2.2221 data_cost: 0.0010 ips: 12.6004 images/s [11/17 03:59:50] ppdet.engine INFO: Epoch: [60] [ 980/3251] learning_rate: 0.068199 loss_vfl: 0.791244 loss_bbox: 0.286584 loss_dfl: 0.190178 loss: 1.273297 eta: 3 days, 6:02:53 batch_cost: 2.2493 data_cost: 0.0010 ips: 12.4482 images/s [11/17 04:00:37] ppdet.engine INFO: Epoch: [60] [1000/3251] learning_rate: 0.068181 loss_vfl: 0.774474 loss_bbox: 0.252624 loss_dfl: 0.172658 loss: 1.224397 eta: 3 days, 6:02:11 batch_cost: 2.2625 data_cost: 0.0009 ips: 12.3755 images/s [11/17 04:01:22] ppdet.engine INFO: Epoch: [60] [1020/3251] learning_rate: 0.068162 loss_vfl: 0.778457 loss_bbox: 0.295435 loss_dfl: 0.191891 loss: 1.251752 eta: 3 days, 6:01:26 batch_cost: 2.0776 data_cost: 0.0014 ips: 13.4769 images/s [11/17 04:02:09] ppdet.engine INFO: Epoch: [60] [1040/3251] learning_rate: 0.068144 loss_vfl: 0.746513 loss_bbox: 0.253521 loss_dfl: 0.162884 loss: 1.158710 eta: 3 days, 6:00:42 batch_cost: 2.1254 data_cost: 0.0009 ips: 13.1741 images/s [11/17 04:02:52] ppdet.engine INFO: Epoch: [60] [1060/3251] learning_rate: 0.068126 loss_vfl: 0.791639 loss_bbox: 0.225689 loss_dfl: 0.151180 loss: 1.206024 eta: 3 days, 5:59:57 batch_cost: 2.0886 data_cost: 0.0009 ips: 13.4060 images/s [11/17 04:03:40] ppdet.engine INFO: Epoch: [60] [1080/3251] learning_rate: 0.068107 loss_vfl: 0.803747 loss_bbox: 0.250167 loss_dfl: 0.171824 loss: 1.200297 eta: 3 days, 5:59:15 batch_cost: 2.2775 data_cost: 0.0009 ips: 12.2941 images/s [11/17 04:04:27] ppdet.engine INFO: Epoch: [60] [1100/3251] learning_rate: 0.068089 loss_vfl: 0.783896 loss_bbox: 0.253546 loss_dfl: 0.175565 loss: 1.235173 eta: 3 days, 5:58:32 batch_cost: 2.2346 data_cost: 0.0011 ips: 12.5301 images/s [11/17 04:05:12] ppdet.engine INFO: Epoch: [60] [1120/3251] learning_rate: 0.068071 loss_vfl: 0.788029 loss_bbox: 0.285340 loss_dfl: 0.187773 loss: 1.254546 eta: 3 days, 5:57:48 batch_cost: 2.1551 data_cost: 0.0010 ips: 12.9926 images/s [11/17 04:05:57] ppdet.engine INFO: Epoch: [60] [1140/3251] learning_rate: 0.068052 loss_vfl: 0.768771 loss_bbox: 0.238426 loss_dfl: 0.165213 loss: 1.229853 eta: 3 days, 5:57:04 batch_cost: 2.1227 data_cost: 0.0009 ips: 13.1906 images/s [11/17 04:06:43] ppdet.engine INFO: Epoch: [60] [1160/3251] learning_rate: 0.068034 loss_vfl: 0.800514 loss_bbox: 0.302716 loss_dfl: 0.191754 loss: 1.297519 eta: 3 days, 5:56:21 batch_cost: 2.1768 data_cost: 0.0009 ips: 12.8628 images/s [11/17 04:07:32] ppdet.engine INFO: Epoch: [60] [1180/3251] learning_rate: 0.068016 loss_vfl: 0.795451 loss_bbox: 0.270178 loss_dfl: 0.188187 loss: 1.275157 eta: 3 days, 5:55:39 batch_cost: 2.3047 data_cost: 0.0022 ips: 12.1493 images/s [11/17 04:08:17] ppdet.engine INFO: Epoch: [60] [1200/3251] learning_rate: 0.067998 loss_vfl: 0.795030 loss_bbox: 0.290455 loss_dfl: 0.196544 loss: 1.283736 eta: 3 days, 5:54:54 batch_cost: 2.1057 data_cost: 0.0011 ips: 13.2975 images/s [11/17 04:09:04] ppdet.engine INFO: Epoch: [60] [1220/3251] learning_rate: 0.067979 loss_vfl: 0.800403 loss_bbox: 0.290780 loss_dfl: 0.187871 loss: 1.265721 eta: 3 days, 5:54:11 batch_cost: 2.1880 data_cost: 0.0010 ips: 12.7968 images/s [11/17 04:09:52] ppdet.engine INFO: Epoch: [60] [1240/3251] learning_rate: 0.067961 loss_vfl: 0.773106 loss_bbox: 0.247347 loss_dfl: 0.173658 loss: 1.191309 eta: 3 days, 5:53:27 batch_cost: 2.1729 data_cost: 0.0010 ips: 12.8861 images/s [11/17 04:10:39] ppdet.engine INFO: Epoch: [60] [1260/3251] learning_rate: 0.067943 loss_vfl: 0.794701 loss_bbox: 0.297054 loss_dfl: 0.195657 loss: 1.275491 eta: 3 days, 5:52:44 batch_cost: 2.2182 data_cost: 0.0010 ips: 12.6230 images/s [11/17 04:11:25] ppdet.engine INFO: Epoch: [60] [1280/3251] learning_rate: 0.067924 loss_vfl: 0.792020 loss_bbox: 0.261361 loss_dfl: 0.178675 loss: 1.224214 eta: 3 days, 5:52:00 batch_cost: 2.1160 data_cost: 0.0010 ips: 13.2323 images/s [11/17 04:12:14] ppdet.engine INFO: Epoch: [60] [1300/3251] learning_rate: 0.067906 loss_vfl: 0.786236 loss_bbox: 0.287762 loss_dfl: 0.194090 loss: 1.267903 eta: 3 days, 5:51:18 batch_cost: 2.2726 data_cost: 0.0010 ips: 12.3205 images/s [11/17 04:13:02] ppdet.engine INFO: Epoch: [60] [1320/3251] learning_rate: 0.067888 loss_vfl: 0.787730 loss_bbox: 0.291273 loss_dfl: 0.186892 loss: 1.279950 eta: 3 days, 5:50:36 batch_cost: 2.3151 data_cost: 0.0010 ips: 12.0948 images/s [11/17 04:13:50] ppdet.engine INFO: Epoch: [60] [1340/3251] learning_rate: 0.067869 loss_vfl: 0.810010 loss_bbox: 0.269601 loss_dfl: 0.188328 loss: 1.242322 eta: 3 days, 5:49:53 batch_cost: 2.2460 data_cost: 0.0011 ips: 12.4667 images/s [11/17 04:14:36] ppdet.engine INFO: Epoch: [60] [1360/3251] learning_rate: 0.067851 loss_vfl: 0.780002 loss_bbox: 0.266976 loss_dfl: 0.177514 loss: 1.245957 eta: 3 days, 5:49:10 batch_cost: 2.1857 data_cost: 0.0010 ips: 12.8107 images/s [11/17 04:15:26] ppdet.engine INFO: Epoch: [60] [1380/3251] learning_rate: 0.067833 loss_vfl: 0.794382 loss_bbox: 0.308842 loss_dfl: 0.217378 loss: 1.321844 eta: 3 days, 5:48:28 batch_cost: 2.3216 data_cost: 0.0010 ips: 12.0604 images/s [11/17 04:16:13] ppdet.engine INFO: Epoch: [60] [1400/3251] learning_rate: 0.067814 loss_vfl: 0.778808 loss_bbox: 0.302284 loss_dfl: 0.198104 loss: 1.278295 eta: 3 days, 5:47:46 batch_cost: 2.2533 data_cost: 0.0010 ips: 12.4264 images/s [11/17 04:17:00] ppdet.engine INFO: Epoch: [60] [1420/3251] learning_rate: 0.067796 loss_vfl: 0.767626 loss_bbox: 0.290437 loss_dfl: 0.197872 loss: 1.249809 eta: 3 days, 5:47:03 batch_cost: 2.2768 data_cost: 0.0009 ips: 12.2980 images/s [11/17 04:17:47] ppdet.engine INFO: Epoch: [60] [1440/3251] learning_rate: 0.067778 loss_vfl: 0.792664 loss_bbox: 0.276475 loss_dfl: 0.184780 loss: 1.244430 eta: 3 days, 5:46:20 batch_cost: 2.1879 data_cost: 0.0011 ips: 12.7977 images/s [11/17 04:18:33] ppdet.engine INFO: Epoch: [60] [1460/3251] learning_rate: 0.067760 loss_vfl: 0.786786 loss_bbox: 0.296775 loss_dfl: 0.186449 loss: 1.268365 eta: 3 days, 5:45:36 batch_cost: 2.1724 data_cost: 0.0011 ips: 12.8887 images/s [11/17 04:19:19] ppdet.engine INFO: Epoch: [60] [1480/3251] learning_rate: 0.067741 loss_vfl: 0.787512 loss_bbox: 0.291035 loss_dfl: 0.183035 loss: 1.250016 eta: 3 days, 5:44:52 batch_cost: 2.1269 data_cost: 0.0016 ips: 13.1649 images/s [11/17 04:20:07] ppdet.engine INFO: Epoch: [60] [1500/3251] learning_rate: 0.067723 loss_vfl: 0.808681 loss_bbox: 0.292581 loss_dfl: 0.196403 loss: 1.298524 eta: 3 days, 5:44:09 batch_cost: 2.2363 data_cost: 0.0010 ips: 12.5204 images/s [11/17 04:20:54] ppdet.engine INFO: Epoch: [60] [1520/3251] learning_rate: 0.067705 loss_vfl: 0.811476 loss_bbox: 0.293164 loss_dfl: 0.189886 loss: 1.294022 eta: 3 days, 5:43:27 batch_cost: 2.2385 data_cost: 0.0010 ips: 12.5086 images/s [11/17 04:21:42] ppdet.engine INFO: Epoch: [60] [1540/3251] learning_rate: 0.067686 loss_vfl: 0.798048 loss_bbox: 0.302867 loss_dfl: 0.199232 loss: 1.272540 eta: 3 days, 5:42:43 batch_cost: 2.1843 data_cost: 0.0009 ips: 12.8190 images/s [11/17 04:22:29] ppdet.engine INFO: Epoch: [60] [1560/3251] learning_rate: 0.067668 loss_vfl: 0.790559 loss_bbox: 0.278206 loss_dfl: 0.186218 loss: 1.257834 eta: 3 days, 5:42:01 batch_cost: 2.2676 data_cost: 0.0011 ips: 12.3480 images/s [11/17 04:23:17] ppdet.engine INFO: Epoch: [60] [1580/3251] learning_rate: 0.067650 loss_vfl: 0.791272 loss_bbox: 0.321129 loss_dfl: 0.209670 loss: 1.336789 eta: 3 days, 5:41:18 batch_cost: 2.2310 data_cost: 0.0010 ips: 12.5504 images/s [11/17 04:24:03] ppdet.engine INFO: Epoch: [60] [1600/3251] learning_rate: 0.067632 loss_vfl: 0.811471 loss_bbox: 0.293216 loss_dfl: 0.189079 loss: 1.307296 eta: 3 days, 5:40:35 batch_cost: 2.1927 data_cost: 0.0011 ips: 12.7699 images/s [11/17 04:24:50] ppdet.engine INFO: Epoch: [60] [1620/3251] learning_rate: 0.067613 loss_vfl: 0.801569 loss_bbox: 0.255063 loss_dfl: 0.172069 loss: 1.213071 eta: 3 days, 5:39:52 batch_cost: 2.2561 data_cost: 0.0009 ips: 12.4107 images/s [11/17 04:25:39] ppdet.engine INFO: Epoch: [60] [1640/3251] learning_rate: 0.067595 loss_vfl: 0.800105 loss_bbox: 0.261888 loss_dfl: 0.175233 loss: 1.203264 eta: 3 days, 5:39:10 batch_cost: 2.2448 data_cost: 0.0012 ips: 12.4735 images/s [11/17 04:26:24] ppdet.engine INFO: Epoch: [60] [1660/3251] learning_rate: 0.067577 loss_vfl: 0.777161 loss_bbox: 0.282893 loss_dfl: 0.184786 loss: 1.245441 eta: 3 days, 5:38:26 batch_cost: 2.1629 data_cost: 0.0010 ips: 12.9454 images/s [11/17 04:27:11] ppdet.engine INFO: Epoch: [60] [1680/3251] learning_rate: 0.067558 loss_vfl: 0.765519 loss_bbox: 0.237134 loss_dfl: 0.163811 loss: 1.155998 eta: 3 days, 5:37:42 batch_cost: 2.1588 data_cost: 0.0010 ips: 12.9699 images/s [11/17 04:27:59] ppdet.engine INFO: Epoch: [60] [1700/3251] learning_rate: 0.067540 loss_vfl: 0.778418 loss_bbox: 0.238859 loss_dfl: 0.158039 loss: 1.194175 eta: 3 days, 5:37:00 batch_cost: 2.3073 data_cost: 0.0010 ips: 12.1355 images/s [11/17 04:28:48] ppdet.engine INFO: Epoch: [60] [1720/3251] learning_rate: 0.067522 loss_vfl: 0.797623 loss_bbox: 0.290300 loss_dfl: 0.190697 loss: 1.248629 eta: 3 days, 5:36:18 batch_cost: 2.2903 data_cost: 0.0015 ips: 12.2255 images/s [11/17 04:29:35] ppdet.engine INFO: Epoch: [60] [1740/3251] learning_rate: 0.067504 loss_vfl: 0.795374 loss_bbox: 0.285903 loss_dfl: 0.191707 loss: 1.292301 eta: 3 days, 5:35:36 batch_cost: 2.2905 data_cost: 0.0011 ips: 12.2242 images/s [11/17 04:30:23] ppdet.engine INFO: Epoch: [60] [1760/3251] learning_rate: 0.067485 loss_vfl: 0.794952 loss_bbox: 0.273053 loss_dfl: 0.175519 loss: 1.268787 eta: 3 days, 5:34:54 batch_cost: 2.2838 data_cost: 0.0010 ips: 12.2601 images/s [11/17 04:31:08] ppdet.engine INFO: Epoch: [60] [1780/3251] learning_rate: 0.067467 loss_vfl: 0.792232 loss_bbox: 0.269836 loss_dfl: 0.179568 loss: 1.230674 eta: 3 days, 5:34:10 batch_cost: 2.1380 data_cost: 0.0009 ips: 13.0964 images/s [11/17 04:31:55] ppdet.engine INFO: Epoch: [60] [1800/3251] learning_rate: 0.067449 loss_vfl: 0.803407 loss_bbox: 0.269014 loss_dfl: 0.179877 loss: 1.277287 eta: 3 days, 5:33:27 batch_cost: 2.2431 data_cost: 0.0009 ips: 12.4827 images/s [11/17 04:32:41] ppdet.engine INFO: Epoch: [60] [1820/3251] learning_rate: 0.067430 loss_vfl: 0.796351 loss_bbox: 0.297817 loss_dfl: 0.196454 loss: 1.304325 eta: 3 days, 5:32:44 batch_cost: 2.1849 data_cost: 0.0011 ips: 12.8149 images/s [11/17 04:33:28] ppdet.engine INFO: Epoch: [60] [1840/3251] learning_rate: 0.067412 loss_vfl: 0.784263 loss_bbox: 0.270099 loss_dfl: 0.186416 loss: 1.242930 eta: 3 days, 5:32:00 batch_cost: 2.1464 data_cost: 0.0014 ips: 13.0453 images/s [11/17 04:34:14] ppdet.engine INFO: Epoch: [60] [1860/3251] learning_rate: 0.067394 loss_vfl: 0.781945 loss_bbox: 0.261119 loss_dfl: 0.176129 loss: 1.226838 eta: 3 days, 5:31:16 batch_cost: 2.1783 data_cost: 0.0011 ips: 12.8542 images/s [11/17 04:35:02] ppdet.engine INFO: Epoch: [60] [1880/3251] learning_rate: 0.067376 loss_vfl: 0.782502 loss_bbox: 0.262722 loss_dfl: 0.186179 loss: 1.256616 eta: 3 days, 5:30:34 batch_cost: 2.2527 data_cost: 0.0009 ips: 12.4293 images/s [11/17 04:35:48] ppdet.engine INFO: Epoch: [60] [1900/3251] learning_rate: 0.067357 loss_vfl: 0.817170 loss_bbox: 0.256000 loss_dfl: 0.178511 loss: 1.270121 eta: 3 days, 5:29:49 batch_cost: 2.0839 data_cost: 0.0011 ips: 13.4363 images/s [11/17 04:36:35] ppdet.engine INFO: Epoch: [60] [1920/3251] learning_rate: 0.067339 loss_vfl: 0.792162 loss_bbox: 0.231791 loss_dfl: 0.169431 loss: 1.208264 eta: 3 days, 5:29:06 batch_cost: 2.2470 data_cost: 0.0012 ips: 12.4612 images/s [11/17 04:37:23] ppdet.engine INFO: Epoch: [60] [1940/3251] learning_rate: 0.067321 loss_vfl: 0.802565 loss_bbox: 0.267528 loss_dfl: 0.176651 loss: 1.283353 eta: 3 days, 5:28:23 batch_cost: 2.1760 data_cost: 0.0010 ips: 12.8678 images/s [11/17 04:38:11] ppdet.engine INFO: Epoch: [60] [1960/3251] learning_rate: 0.067303 loss_vfl: 0.791557 loss_bbox: 0.280538 loss_dfl: 0.197646 loss: 1.286372 eta: 3 days, 5:27:41 batch_cost: 2.2939 data_cost: 0.0011 ips: 12.2063 images/s [11/17 04:38:57] ppdet.engine INFO: Epoch: [60] [1980/3251] learning_rate: 0.067284 loss_vfl: 0.813935 loss_bbox: 0.260443 loss_dfl: 0.173009 loss: 1.249025 eta: 3 days, 5:26:57 batch_cost: 2.1698 data_cost: 0.0009 ips: 12.9047 images/s [11/17 04:39:45] ppdet.engine INFO: Epoch: [60] [2000/3251] learning_rate: 0.067266 loss_vfl: 0.793169 loss_bbox: 0.307166 loss_dfl: 0.195249 loss: 1.307430 eta: 3 days, 5:26:15 batch_cost: 2.2891 data_cost: 0.0011 ips: 12.2317 images/s [11/17 04:40:32] ppdet.engine INFO: Epoch: [60] [2020/3251] learning_rate: 0.067248 loss_vfl: 0.769904 loss_bbox: 0.276962 loss_dfl: 0.184095 loss: 1.236658 eta: 3 days, 5:25:32 batch_cost: 2.2339 data_cost: 0.0013 ips: 12.5341 images/s [11/17 04:41:20] ppdet.engine INFO: Epoch: [60] [2040/3251] learning_rate: 0.067230 loss_vfl: 0.806917 loss_bbox: 0.295810 loss_dfl: 0.189775 loss: 1.290004 eta: 3 days, 5:24:50 batch_cost: 2.2618 data_cost: 0.0010 ips: 12.3796 images/s [11/17 04:42:06] ppdet.engine INFO: Epoch: [60] [2060/3251] learning_rate: 0.067211 loss_vfl: 0.801031 loss_bbox: 0.254839 loss_dfl: 0.173032 loss: 1.246326 eta: 3 days, 5:24:06 batch_cost: 2.1614 data_cost: 0.0010 ips: 12.9546 images/s [11/17 04:42:53] ppdet.engine INFO: Epoch: [60] [2080/3251] learning_rate: 0.067193 loss_vfl: 0.808642 loss_bbox: 0.280228 loss_dfl: 0.184591 loss: 1.253823 eta: 3 days, 5:23:23 batch_cost: 2.1991 data_cost: 0.0010 ips: 12.7323 images/s [11/17 04:43:39] ppdet.engine INFO: Epoch: [60] [2100/3251] learning_rate: 0.067175 loss_vfl: 0.790718 loss_bbox: 0.284651 loss_dfl: 0.196599 loss: 1.268750 eta: 3 days, 5:22:39 batch_cost: 2.1647 data_cost: 0.0010 ips: 12.9351 images/s [11/17 04:44:26] ppdet.engine INFO: Epoch: [60] [2120/3251] learning_rate: 0.067157 loss_vfl: 0.809771 loss_bbox: 0.312090 loss_dfl: 0.199449 loss: 1.328773 eta: 3 days, 5:21:56 batch_cost: 2.2023 data_cost: 0.0013 ips: 12.7139 images/s [11/17 04:45:13] ppdet.engine INFO: Epoch: [60] [2140/3251] learning_rate: 0.067138 loss_vfl: 0.776116 loss_bbox: 0.258720 loss_dfl: 0.168344 loss: 1.211678 eta: 3 days, 5:21:13 batch_cost: 2.2183 data_cost: 0.0009 ips: 12.6224 images/s [11/17 04:46:00] ppdet.engine INFO: Epoch: [60] [2160/3251] learning_rate: 0.067120 loss_vfl: 0.784803 loss_bbox: 0.278120 loss_dfl: 0.190579 loss: 1.305519 eta: 3 days, 5:20:30 batch_cost: 2.2642 data_cost: 0.0009 ips: 12.3662 images/s [11/17 04:46:46] ppdet.engine INFO: Epoch: [60] [2180/3251] learning_rate: 0.067102 loss_vfl: 0.794898 loss_bbox: 0.230752 loss_dfl: 0.161704 loss: 1.184327 eta: 3 days, 5:19:46 batch_cost: 2.1192 data_cost: 0.0011 ips: 13.2126 images/s [11/17 04:47:32] ppdet.engine INFO: Epoch: [60] [2200/3251] learning_rate: 0.067084 loss_vfl: 0.804537 loss_bbox: 0.265851 loss_dfl: 0.182003 loss: 1.270318 eta: 3 days, 5:19:03 batch_cost: 2.1906 data_cost: 0.0011 ips: 12.7821 images/s [11/17 04:48:21] ppdet.engine INFO: Epoch: [60] [2220/3251] learning_rate: 0.067065 loss_vfl: 0.790599 loss_bbox: 0.270914 loss_dfl: 0.178802 loss: 1.249371 eta: 3 days, 5:18:21 batch_cost: 2.3404 data_cost: 0.0010 ips: 11.9637 images/s [11/17 04:49:07] ppdet.engine INFO: Epoch: [60] [2240/3251] learning_rate: 0.067047 loss_vfl: 0.768071 loss_bbox: 0.263020 loss_dfl: 0.176836 loss: 1.224983 eta: 3 days, 5:17:38 batch_cost: 2.2032 data_cost: 0.0010 ips: 12.7088 images/s [11/17 04:49:53] ppdet.engine INFO: Epoch: [60] [2260/3251] learning_rate: 0.067029 loss_vfl: 0.807677 loss_bbox: 0.326770 loss_dfl: 0.208524 loss: 1.331967 eta: 3 days, 5:16:54 batch_cost: 2.1668 data_cost: 0.0009 ips: 12.9222 images/s [11/17 04:50:38] ppdet.engine INFO: Epoch: [60] [2280/3251] learning_rate: 0.067011 loss_vfl: 0.749437 loss_bbox: 0.300184 loss_dfl: 0.203584 loss: 1.244881 eta: 3 days, 5:16:10 batch_cost: 2.1461 data_cost: 0.0009 ips: 13.0467 images/s [11/17 04:51:25] ppdet.engine INFO: Epoch: [60] [2300/3251] learning_rate: 0.066992 loss_vfl: 0.765938 loss_bbox: 0.264936 loss_dfl: 0.189917 loss: 1.223292 eta: 3 days, 5:15:27 batch_cost: 2.1797 data_cost: 0.0009 ips: 12.8459 images/s [11/17 04:52:13] ppdet.engine INFO: Epoch: [60] [2320/3251] learning_rate: 0.066974 loss_vfl: 0.787729 loss_bbox: 0.261417 loss_dfl: 0.184234 loss: 1.267945 eta: 3 days, 5:14:44 batch_cost: 2.2025 data_cost: 0.0011 ips: 12.7129 images/s [11/17 04:52:59] ppdet.engine INFO: Epoch: [60] [2340/3251] learning_rate: 0.066956 loss_vfl: 0.793875 loss_bbox: 0.277866 loss_dfl: 0.190651 loss: 1.277706 eta: 3 days, 5:14:00 batch_cost: 2.1848 data_cost: 0.0010 ips: 12.8157 images/s [11/17 04:53:48] ppdet.engine INFO: Epoch: [60] [2360/3251] learning_rate: 0.066938 loss_vfl: 0.773103 loss_bbox: 0.284628 loss_dfl: 0.187572 loss: 1.259573 eta: 3 days, 5:13:18 batch_cost: 2.2531 data_cost: 0.0010 ips: 12.4271 images/s [11/17 04:54:35] ppdet.engine INFO: Epoch: [60] [2380/3251] learning_rate: 0.066919 loss_vfl: 0.798615 loss_bbox: 0.286591 loss_dfl: 0.192193 loss: 1.295412 eta: 3 days, 5:12:34 batch_cost: 2.1978 data_cost: 0.0010 ips: 12.7402 images/s [11/17 04:55:23] ppdet.engine INFO: Epoch: [60] [2400/3251] learning_rate: 0.066901 loss_vfl: 0.797261 loss_bbox: 0.277685 loss_dfl: 0.181624 loss: 1.263915 eta: 3 days, 5:11:52 batch_cost: 2.2423 data_cost: 0.0013 ips: 12.4873 images/s [11/17 04:56:09] ppdet.engine INFO: Epoch: [60] [2420/3251] learning_rate: 0.066883 loss_vfl: 0.790408 loss_bbox: 0.254163 loss_dfl: 0.168294 loss: 1.218148 eta: 3 days, 5:11:08 batch_cost: 2.1396 data_cost: 0.0010 ips: 13.0868 images/s [11/17 04:56:57] ppdet.engine INFO: Epoch: [60] [2440/3251] learning_rate: 0.066865 loss_vfl: 0.805960 loss_bbox: 0.297081 loss_dfl: 0.179900 loss: 1.310282 eta: 3 days, 5:10:25 batch_cost: 2.2345 data_cost: 0.0010 ips: 12.5305 images/s [11/17 04:57:44] ppdet.engine INFO: Epoch: [60] [2460/3251] learning_rate: 0.066846 loss_vfl: 0.805582 loss_bbox: 0.293170 loss_dfl: 0.188408 loss: 1.290627 eta: 3 days, 5:09:42 batch_cost: 2.2283 data_cost: 0.0010 ips: 12.5657 images/s [11/17 04:58:32] ppdet.engine INFO: Epoch: [60] [2480/3251] learning_rate: 0.066828 loss_vfl: 0.807292 loss_bbox: 0.249543 loss_dfl: 0.168200 loss: 1.219908 eta: 3 days, 5:08:59 batch_cost: 2.2303 data_cost: 0.0012 ips: 12.5544 images/s [11/17 04:59:19] ppdet.engine INFO: Epoch: [60] [2500/3251] learning_rate: 0.066810 loss_vfl: 0.807807 loss_bbox: 0.279115 loss_dfl: 0.186721 loss: 1.278195 eta: 3 days, 5:08:17 batch_cost: 2.2716 data_cost: 0.0009 ips: 12.3261 images/s [11/17 05:00:06] ppdet.engine INFO: Epoch: [60] [2520/3251] learning_rate: 0.066792 loss_vfl: 0.770536 loss_bbox: 0.281539 loss_dfl: 0.179042 loss: 1.236124 eta: 3 days, 5:07:34 batch_cost: 2.2346 data_cost: 0.0009 ips: 12.5302 images/s [11/17 05:00:52] ppdet.engine INFO: Epoch: [60] [2540/3251] learning_rate: 0.066773 loss_vfl: 0.776400 loss_bbox: 0.322629 loss_dfl: 0.206582 loss: 1.296968 eta: 3 days, 5:06:49 batch_cost: 2.0919 data_cost: 0.0009 ips: 13.3850 images/s [11/17 05:01:41] ppdet.engine INFO: Epoch: [60] [2560/3251] learning_rate: 0.066755 loss_vfl: 0.792925 loss_bbox: 0.267942 loss_dfl: 0.173899 loss: 1.208976 eta: 3 days, 5:06:07 batch_cost: 2.2932 data_cost: 0.0010 ips: 12.2099 images/s [11/17 05:02:29] ppdet.engine INFO: Epoch: [60] [2580/3251] learning_rate: 0.066737 loss_vfl: 0.806970 loss_bbox: 0.309523 loss_dfl: 0.198322 loss: 1.295480 eta: 3 days, 5:05:25 batch_cost: 2.2445 data_cost: 0.0010 ips: 12.4751 images/s [11/17 05:03:15] ppdet.engine INFO: Epoch: [60] [2600/3251] learning_rate: 0.066719 loss_vfl: 0.796416 loss_bbox: 0.255786 loss_dfl: 0.176166 loss: 1.265119 eta: 3 days, 5:04:42 batch_cost: 2.2379 data_cost: 0.0009 ips: 12.5115 images/s [11/17 05:04:03] ppdet.engine INFO: Epoch: [60] [2620/3251] learning_rate: 0.066701 loss_vfl: 0.801824 loss_bbox: 0.282848 loss_dfl: 0.190786 loss: 1.257782 eta: 3 days, 5:03:59 batch_cost: 2.2751 data_cost: 0.0010 ips: 12.3070 images/s [11/17 05:04:48] ppdet.engine INFO: Epoch: [60] [2640/3251] learning_rate: 0.066682 loss_vfl: 0.791850 loss_bbox: 0.285379 loss_dfl: 0.187668 loss: 1.261428 eta: 3 days, 5:03:16 batch_cost: 2.1743 data_cost: 0.0013 ips: 12.8775 images/s [11/17 05:05:35] ppdet.engine INFO: Epoch: [60] [2660/3251] learning_rate: 0.066664 loss_vfl: 0.803792 loss_bbox: 0.266598 loss_dfl: 0.168501 loss: 1.253581 eta: 3 days, 5:02:31 batch_cost: 2.1074 data_cost: 0.0017 ips: 13.2865 images/s [11/17 05:06:23] ppdet.engine INFO: Epoch: [60] [2680/3251] learning_rate: 0.066646 loss_vfl: 0.787038 loss_bbox: 0.297511 loss_dfl: 0.194235 loss: 1.299288 eta: 3 days, 5:01:49 batch_cost: 2.2956 data_cost: 0.0009 ips: 12.1973 images/s [11/17 05:07:11] ppdet.engine INFO: Epoch: [60] [2700/3251] learning_rate: 0.066628 loss_vfl: 0.803358 loss_bbox: 0.281513 loss_dfl: 0.189305 loss: 1.274649 eta: 3 days, 5:01:06 batch_cost: 2.1831 data_cost: 0.0013 ips: 12.8257 images/s [11/17 05:07:59] ppdet.engine INFO: Epoch: [60] [2720/3251] learning_rate: 0.066609 loss_vfl: 0.813577 loss_bbox: 0.263484 loss_dfl: 0.175879 loss: 1.250187 eta: 3 days, 5:00:24 batch_cost: 2.2670 data_cost: 0.0014 ips: 12.3510 images/s [11/17 05:08:46] ppdet.engine INFO: Epoch: [60] [2740/3251] learning_rate: 0.066591 loss_vfl: 0.782601 loss_bbox: 0.258690 loss_dfl: 0.174759 loss: 1.223396 eta: 3 days, 4:59:41 batch_cost: 2.2369 data_cost: 0.0010 ips: 12.5175 images/s [11/17 05:09:32] ppdet.engine INFO: Epoch: [60] [2760/3251] learning_rate: 0.066573 loss_vfl: 0.794389 loss_bbox: 0.253413 loss_dfl: 0.173266 loss: 1.233367 eta: 3 days, 4:58:56 batch_cost: 2.1140 data_cost: 0.0010 ips: 13.2449 images/s [11/17 05:10:18] ppdet.engine INFO: Epoch: [60] [2780/3251] learning_rate: 0.066555 loss_vfl: 0.762058 loss_bbox: 0.319405 loss_dfl: 0.201898 loss: 1.277661 eta: 3 days, 4:58:13 batch_cost: 2.1696 data_cost: 0.0010 ips: 12.9058 images/s [11/17 05:11:04] ppdet.engine INFO: Epoch: [60] [2800/3251] learning_rate: 0.066537 loss_vfl: 0.797049 loss_bbox: 0.274603 loss_dfl: 0.178161 loss: 1.260904 eta: 3 days, 4:57:29 batch_cost: 2.1956 data_cost: 0.0014 ips: 12.7530 images/s [11/17 05:11:51] ppdet.engine INFO: Epoch: [60] [2820/3251] learning_rate: 0.066518 loss_vfl: 0.793788 loss_bbox: 0.261440 loss_dfl: 0.179314 loss: 1.240229 eta: 3 days, 4:56:46 batch_cost: 2.2159 data_cost: 0.0011 ips: 12.6359 images/s [11/17 05:12:41] ppdet.engine INFO: Epoch: [60] [2840/3251] learning_rate: 0.066500 loss_vfl: 0.793731 loss_bbox: 0.287220 loss_dfl: 0.197900 loss: 1.311507 eta: 3 days, 4:56:05 batch_cost: 2.3819 data_cost: 0.0013 ips: 11.7551 images/s [11/17 05:13:26] ppdet.engine INFO: Epoch: [60] [2860/3251] learning_rate: 0.066482 loss_vfl: 0.800272 loss_bbox: 0.260550 loss_dfl: 0.173720 loss: 1.248279 eta: 3 days, 4:55:21 batch_cost: 2.1107 data_cost: 0.0011 ips: 13.2655 images/s [11/17 05:14:12] ppdet.engine INFO: Epoch: [60] [2880/3251] learning_rate: 0.066464 loss_vfl: 0.775752 loss_bbox: 0.299315 loss_dfl: 0.187028 loss: 1.274874 eta: 3 days, 4:54:37 batch_cost: 2.1144 data_cost: 0.0010 ips: 13.2426 images/s [11/17 05:14:56] ppdet.engine INFO: Epoch: [60] [2900/3251] learning_rate: 0.066446 loss_vfl: 0.785401 loss_bbox: 0.284575 loss_dfl: 0.188103 loss: 1.258192 eta: 3 days, 4:53:52 batch_cost: 2.0887 data_cost: 0.0010 ips: 13.4056 images/s [11/17 05:15:42] ppdet.engine INFO: Epoch: [60] [2920/3251] learning_rate: 0.066427 loss_vfl: 0.809919 loss_bbox: 0.272002 loss_dfl: 0.172650 loss: 1.252366 eta: 3 days, 4:53:09 batch_cost: 2.1915 data_cost: 0.0016 ips: 12.7765 images/s [11/17 05:16:29] ppdet.engine INFO: Epoch: [60] [2940/3251] learning_rate: 0.066409 loss_vfl: 0.765931 loss_bbox: 0.266272 loss_dfl: 0.177150 loss: 1.229066 eta: 3 days, 4:52:25 batch_cost: 2.1572 data_cost: 0.0010 ips: 12.9798 images/s [11/17 05:17:16] ppdet.engine INFO: Epoch: [60] [2960/3251] learning_rate: 0.066391 loss_vfl: 0.806030 loss_bbox: 0.258051 loss_dfl: 0.172389 loss: 1.226414 eta: 3 days, 4:51:41 batch_cost: 2.1510 data_cost: 0.0010 ips: 13.0172 images/s [11/17 05:18:02] ppdet.engine INFO: Epoch: [60] [2980/3251] learning_rate: 0.066373 loss_vfl: 0.783150 loss_bbox: 0.311799 loss_dfl: 0.192078 loss: 1.267533 eta: 3 days, 4:50:57 batch_cost: 2.1830 data_cost: 0.0012 ips: 12.8263 images/s [11/17 05:18:50] ppdet.engine INFO: Epoch: [60] [3000/3251] learning_rate: 0.066355 loss_vfl: 0.796732 loss_bbox: 0.271914 loss_dfl: 0.172270 loss: 1.271830 eta: 3 days, 4:50:15 batch_cost: 2.2759 data_cost: 0.0010 ips: 12.3028 images/s [11/17 05:19:37] ppdet.engine INFO: Epoch: [60] [3020/3251] learning_rate: 0.066336 loss_vfl: 0.779853 loss_bbox: 0.275576 loss_dfl: 0.185434 loss: 1.207503 eta: 3 days, 4:49:32 batch_cost: 2.1798 data_cost: 0.0009 ips: 12.8453 images/s [11/17 05:20:25] ppdet.engine INFO: Epoch: [60] [3040/3251] learning_rate: 0.066318 loss_vfl: 0.784327 loss_bbox: 0.260134 loss_dfl: 0.180216 loss: 1.232433 eta: 3 days, 4:48:50 batch_cost: 2.2867 data_cost: 0.0010 ips: 12.2445 images/s [11/17 05:21:10] ppdet.engine INFO: Epoch: [60] [3060/3251] learning_rate: 0.066300 loss_vfl: 0.783280 loss_bbox: 0.278566 loss_dfl: 0.186395 loss: 1.255216 eta: 3 days, 4:48:05 batch_cost: 2.0756 data_cost: 0.0012 ips: 13.4898 images/s [11/17 05:21:58] ppdet.engine INFO: Epoch: [60] [3080/3251] learning_rate: 0.066282 loss_vfl: 0.814525 loss_bbox: 0.262937 loss_dfl: 0.185962 loss: 1.251055 eta: 3 days, 4:47:23 batch_cost: 2.3153 data_cost: 0.0014 ips: 12.0935 images/s [11/17 05:22:45] ppdet.engine INFO: Epoch: [60] [3100/3251] learning_rate: 0.066264 loss_vfl: 0.789115 loss_bbox: 0.249854 loss_dfl: 0.177041 loss: 1.235200 eta: 3 days, 4:46:40 batch_cost: 2.2635 data_cost: 0.0010 ips: 12.3703 images/s [11/17 05:23:33] ppdet.engine INFO: Epoch: [60] [3120/3251] learning_rate: 0.066245 loss_vfl: 0.808961 loss_bbox: 0.231782 loss_dfl: 0.173032 loss: 1.225073 eta: 3 days, 4:45:58 batch_cost: 2.2616 data_cost: 0.0011 ips: 12.3807 images/s [11/17 05:24:20] ppdet.engine INFO: Epoch: [60] [3140/3251] learning_rate: 0.066227 loss_vfl: 0.801049 loss_bbox: 0.266113 loss_dfl: 0.187601 loss: 1.242897 eta: 3 days, 4:45:14 batch_cost: 2.1591 data_cost: 0.0010 ips: 12.9683 images/s [11/17 05:25:05] ppdet.engine INFO: Epoch: [60] [3160/3251] learning_rate: 0.066209 loss_vfl: 0.780286 loss_bbox: 0.262689 loss_dfl: 0.182772 loss: 1.220222 eta: 3 days, 4:44:29 batch_cost: 2.0766 data_cost: 0.0011 ips: 13.4836 images/s [11/17 05:25:53] ppdet.engine INFO: Epoch: [60] [3180/3251] learning_rate: 0.066191 loss_vfl: 0.789857 loss_bbox: 0.246269 loss_dfl: 0.171619 loss: 1.208828 eta: 3 days, 4:43:46 batch_cost: 2.2172 data_cost: 0.0012 ips: 12.6287 images/s [11/17 05:26:41] ppdet.engine INFO: Epoch: [60] [3200/3251] learning_rate: 0.066173 loss_vfl: 0.793978 loss_bbox: 0.237316 loss_dfl: 0.179282 loss: 1.225918 eta: 3 days, 4:43:03 batch_cost: 2.2306 data_cost: 0.0091 ips: 12.5526 images/s [11/17 05:27:27] ppdet.engine INFO: Epoch: [60] [3220/3251] learning_rate: 0.066154 loss_vfl: 0.787176 loss_bbox: 0.275721 loss_dfl: 0.178261 loss: 1.238183 eta: 3 days, 4:42:20 batch_cost: 2.2192 data_cost: 0.0010 ips: 12.6171 images/s [11/17 05:28:12] ppdet.engine INFO: Epoch: [60] [3240/3251] learning_rate: 0.066136 loss_vfl: 0.807542 loss_bbox: 0.303930 loss_dfl: 0.206275 loss: 1.300092 eta: 3 days, 4:41:36 batch_cost: 2.1281 data_cost: 0.0017 ips: 13.1574 images/s [11/17 05:28:52] ppdet.engine INFO: Epoch: [61] [ 0/3251] learning_rate: 0.066126 loss_vfl: 0.794968 loss_bbox: 0.305966 loss_dfl: 0.204091 loss: 1.343490 eta: 3 days, 4:41:16 batch_cost: 2.4690 data_cost: 0.7992 ips: 11.3406 images/s [11/17 05:29:45] ppdet.engine INFO: Epoch: [61] [ 20/3251] learning_rate: 0.066108 loss_vfl: 0.791318 loss_bbox: 0.288109 loss_dfl: 0.186534 loss: 1.269837 eta: 3 days, 4:40:37 batch_cost: 2.5139 data_cost: 0.0010 ips: 11.1380 images/s [11/17 05:30:33] ppdet.engine INFO: Epoch: [61] [ 40/3251] learning_rate: 0.066090 loss_vfl: 0.788042 loss_bbox: 0.242602 loss_dfl: 0.169099 loss: 1.195047 eta: 3 days, 4:39:54 batch_cost: 2.2198 data_cost: 0.0010 ips: 12.6136 images/s [11/17 05:31:20] ppdet.engine INFO: Epoch: [61] [ 60/3251] learning_rate: 0.066072 loss_vfl: 0.795530 loss_bbox: 0.270565 loss_dfl: 0.192457 loss: 1.277773 eta: 3 days, 4:39:12 batch_cost: 2.2681 data_cost: 0.0013 ips: 12.3450 images/s [11/17 05:32:08] ppdet.engine INFO: Epoch: [61] [ 80/3251] learning_rate: 0.066053 loss_vfl: 0.770058 loss_bbox: 0.291814 loss_dfl: 0.201544 loss: 1.292918 eta: 3 days, 4:38:29 batch_cost: 2.2586 data_cost: 0.0010 ips: 12.3969 images/s [11/17 05:32:59] ppdet.engine INFO: Epoch: [61] [ 100/3251] learning_rate: 0.066035 loss_vfl: 0.782192 loss_bbox: 0.279729 loss_dfl: 0.186639 loss: 1.241838 eta: 3 days, 4:37:48 batch_cost: 2.4152 data_cost: 0.0011 ips: 11.5932 images/s [11/17 05:33:43] ppdet.engine INFO: Epoch: [61] [ 120/3251] learning_rate: 0.066017 loss_vfl: 0.793311 loss_bbox: 0.302043 loss_dfl: 0.197203 loss: 1.265871 eta: 3 days, 4:37:03 batch_cost: 2.0566 data_cost: 0.0015 ips: 13.6149 images/s [11/17 05:34:30] ppdet.engine INFO: Epoch: [61] [ 140/3251] learning_rate: 0.065999 loss_vfl: 0.809994 loss_bbox: 0.264821 loss_dfl: 0.182217 loss: 1.287241 eta: 3 days, 4:36:20 batch_cost: 2.1871 data_cost: 0.0012 ips: 12.8025 images/s [11/17 05:35:16] ppdet.engine INFO: Epoch: [61] [ 160/3251] learning_rate: 0.065981 loss_vfl: 0.796080 loss_bbox: 0.281587 loss_dfl: 0.174917 loss: 1.237419 eta: 3 days, 4:35:36 batch_cost: 2.1542 data_cost: 0.0009 ips: 12.9980 images/s [11/17 05:36:03] ppdet.engine INFO: Epoch: [61] [ 180/3251] learning_rate: 0.065963 loss_vfl: 0.800164 loss_bbox: 0.251866 loss_dfl: 0.166698 loss: 1.255711 eta: 3 days, 4:34:53 batch_cost: 2.1885 data_cost: 0.0010 ips: 12.7944 images/s [11/17 05:36:51] ppdet.engine INFO: Epoch: [61] [ 200/3251] learning_rate: 0.065944 loss_vfl: 0.790885 loss_bbox: 0.273912 loss_dfl: 0.185103 loss: 1.264212 eta: 3 days, 4:34:10 batch_cost: 2.2465 data_cost: 0.0011 ips: 12.4638 images/s [11/17 05:37:40] ppdet.engine INFO: Epoch: [61] [ 220/3251] learning_rate: 0.065926 loss_vfl: 0.788014 loss_bbox: 0.272225 loss_dfl: 0.178904 loss: 1.245328 eta: 3 days, 4:33:27 batch_cost: 2.2313 data_cost: 0.0010 ips: 12.5490 images/s [11/17 05:38:27] ppdet.engine INFO: Epoch: [61] [ 240/3251] learning_rate: 0.065908 loss_vfl: 0.794995 loss_bbox: 0.258238 loss_dfl: 0.172701 loss: 1.248704 eta: 3 days, 4:32:44 batch_cost: 2.1914 data_cost: 0.0011 ips: 12.7772 images/s [11/17 05:39:15] ppdet.engine INFO: Epoch: [61] [ 260/3251] learning_rate: 0.065890 loss_vfl: 0.801048 loss_bbox: 0.259353 loss_dfl: 0.182253 loss: 1.227720 eta: 3 days, 4:32:01 batch_cost: 2.2713 data_cost: 0.0011 ips: 12.3275 images/s [11/17 05:40:00] ppdet.engine INFO: Epoch: [61] [ 280/3251] learning_rate: 0.065872 loss_vfl: 0.767710 loss_bbox: 0.281245 loss_dfl: 0.186705 loss: 1.254618 eta: 3 days, 4:31:18 batch_cost: 2.1472 data_cost: 0.0009 ips: 13.0400 images/s [11/17 05:40:47] ppdet.engine INFO: Epoch: [61] [ 300/3251] learning_rate: 0.065854 loss_vfl: 0.775554 loss_bbox: 0.307926 loss_dfl: 0.206590 loss: 1.279974 eta: 3 days, 4:30:35 batch_cost: 2.2281 data_cost: 0.0010 ips: 12.5667 images/s [11/17 05:41:31] ppdet.engine INFO: Epoch: [61] [ 320/3251] learning_rate: 0.065835 loss_vfl: 0.797193 loss_bbox: 0.265858 loss_dfl: 0.190209 loss: 1.207884 eta: 3 days, 4:29:50 batch_cost: 2.1147 data_cost: 0.0010 ips: 13.2406 images/s [11/17 05:42:17] ppdet.engine INFO: Epoch: [61] [ 340/3251] learning_rate: 0.065817 loss_vfl: 0.793233 loss_bbox: 0.267007 loss_dfl: 0.177754 loss: 1.245346 eta: 3 days, 4:29:05 batch_cost: 2.0330 data_cost: 0.0011 ips: 13.7729 images/s [11/17 05:43:03] ppdet.engine INFO: Epoch: [61] [ 360/3251] learning_rate: 0.065799 loss_vfl: 0.760969 loss_bbox: 0.274853 loss_dfl: 0.178178 loss: 1.248534 eta: 3 days, 4:28:22 batch_cost: 2.1949 data_cost: 0.0009 ips: 12.7569 images/s [11/17 05:43:48] ppdet.engine INFO: Epoch: [61] [ 380/3251] learning_rate: 0.065781 loss_vfl: 0.789154 loss_bbox: 0.282669 loss_dfl: 0.195797 loss: 1.261320 eta: 3 days, 4:27:35 batch_cost: 1.9735 data_cost: 0.0011 ips: 14.1883 images/s [11/17 05:44:35] ppdet.engine INFO: Epoch: [61] [ 400/3251] learning_rate: 0.065763 loss_vfl: 0.778091 loss_bbox: 0.284655 loss_dfl: 0.187131 loss: 1.236300 eta: 3 days, 4:26:52 batch_cost: 2.2042 data_cost: 0.0011 ips: 12.7032 images/s [11/17 05:45:21] ppdet.engine INFO: Epoch: [61] [ 420/3251] learning_rate: 0.065745 loss_vfl: 0.763738 loss_bbox: 0.241044 loss_dfl: 0.176285 loss: 1.205280 eta: 3 days, 4:26:08 batch_cost: 2.1427 data_cost: 0.0020 ips: 13.0676 images/s [11/17 05:46:10] ppdet.engine INFO: Epoch: [61] [ 440/3251] learning_rate: 0.065726 loss_vfl: 0.816612 loss_bbox: 0.281765 loss_dfl: 0.176570 loss: 1.247951 eta: 3 days, 4:25:26 batch_cost: 2.3175 data_cost: 0.0010 ips: 12.0822 images/s [11/17 05:46:58] ppdet.engine INFO: Epoch: [61] [ 460/3251] learning_rate: 0.065708 loss_vfl: 0.786602 loss_bbox: 0.276826 loss_dfl: 0.185967 loss: 1.242274 eta: 3 days, 4:24:44 batch_cost: 2.2705 data_cost: 0.0011 ips: 12.3322 images/s [11/17 05:47:44] ppdet.engine INFO: Epoch: [61] [ 480/3251] learning_rate: 0.065690 loss_vfl: 0.780784 loss_bbox: 0.238118 loss_dfl: 0.167779 loss: 1.175472 eta: 3 days, 4:24:00 batch_cost: 2.1179 data_cost: 0.0012 ips: 13.2205 images/s [11/17 05:48:33] ppdet.engine INFO: Epoch: [61] [ 500/3251] learning_rate: 0.065672 loss_vfl: 0.796266 loss_bbox: 0.294473 loss_dfl: 0.185807 loss: 1.290756 eta: 3 days, 4:23:18 batch_cost: 2.2926 data_cost: 0.0011 ips: 12.2132 images/s [11/17 05:49:21] ppdet.engine INFO: Epoch: [61] [ 520/3251] learning_rate: 0.065654 loss_vfl: 0.801887 loss_bbox: 0.259377 loss_dfl: 0.176933 loss: 1.220910 eta: 3 days, 4:22:35 batch_cost: 2.2550 data_cost: 0.0011 ips: 12.4166 images/s [11/17 05:50:08] ppdet.engine INFO: Epoch: [61] [ 540/3251] learning_rate: 0.065636 loss_vfl: 0.783523 loss_bbox: 0.303208 loss_dfl: 0.199160 loss: 1.264860 eta: 3 days, 4:21:52 batch_cost: 2.2488 data_cost: 0.0035 ips: 12.4511 images/s [11/17 05:50:54] ppdet.engine INFO: Epoch: [61] [ 560/3251] learning_rate: 0.065618 loss_vfl: 0.804787 loss_bbox: 0.277486 loss_dfl: 0.180100 loss: 1.247339 eta: 3 days, 4:21:09 batch_cost: 2.1986 data_cost: 0.0010 ips: 12.7352 images/s [11/17 05:51:42] ppdet.engine INFO: Epoch: [61] [ 580/3251] learning_rate: 0.065599 loss_vfl: 0.786418 loss_bbox: 0.256527 loss_dfl: 0.174816 loss: 1.192446 eta: 3 days, 4:20:25 batch_cost: 2.1644 data_cost: 0.0011 ips: 12.9363 images/s [11/17 05:52:32] ppdet.engine INFO: Epoch: [61] [ 600/3251] learning_rate: 0.065581 loss_vfl: 0.827892 loss_bbox: 0.241472 loss_dfl: 0.162953 loss: 1.226081 eta: 3 days, 4:19:44 batch_cost: 2.3491 data_cost: 0.0015 ips: 11.9195 images/s [11/17 05:53:17] ppdet.engine INFO: Epoch: [61] [ 620/3251] learning_rate: 0.065563 loss_vfl: 0.811414 loss_bbox: 0.256575 loss_dfl: 0.170885 loss: 1.215715 eta: 3 days, 4:19:00 batch_cost: 2.1275 data_cost: 0.0009 ips: 13.1609 images/s [11/17 05:54:06] ppdet.engine INFO: Epoch: [61] [ 640/3251] learning_rate: 0.065545 loss_vfl: 0.789131 loss_bbox: 0.266180 loss_dfl: 0.188325 loss: 1.242839 eta: 3 days, 4:18:19 batch_cost: 2.3698 data_cost: 0.0009 ips: 11.8151 images/s [11/17 05:54:54] ppdet.engine INFO: Epoch: [61] [ 660/3251] learning_rate: 0.065527 loss_vfl: 0.783582 loss_bbox: 0.272771 loss_dfl: 0.178691 loss: 1.257276 eta: 3 days, 4:17:37 batch_cost: 2.2949 data_cost: 0.0011 ips: 12.2011 images/s [11/17 05:55:40] ppdet.engine INFO: Epoch: [61] [ 680/3251] learning_rate: 0.065509 loss_vfl: 0.785530 loss_bbox: 0.280498 loss_dfl: 0.187962 loss: 1.288113 eta: 3 days, 4:16:53 batch_cost: 2.1737 data_cost: 0.0011 ips: 12.8814 images/s [11/17 05:56:26] ppdet.engine INFO: Epoch: [61] [ 700/3251] learning_rate: 0.065491 loss_vfl: 0.759370 loss_bbox: 0.262828 loss_dfl: 0.168919 loss: 1.225652 eta: 3 days, 4:16:09 batch_cost: 2.1259 data_cost: 0.0010 ips: 13.1708 images/s [11/17 05:57:13] ppdet.engine INFO: Epoch: [61] [ 720/3251] learning_rate: 0.065472 loss_vfl: 0.805127 loss_bbox: 0.242405 loss_dfl: 0.174707 loss: 1.224773 eta: 3 days, 4:15:26 batch_cost: 2.1940 data_cost: 0.0011 ips: 12.7618 images/s [11/17 05:58:03] ppdet.engine INFO: Epoch: [61] [ 740/3251] learning_rate: 0.065454 loss_vfl: 0.788101 loss_bbox: 0.293383 loss_dfl: 0.185071 loss: 1.267498 eta: 3 days, 4:14:44 batch_cost: 2.3450 data_cost: 0.0010 ips: 11.9403 images/s [11/17 05:58:49] ppdet.engine INFO: Epoch: [61] [ 760/3251] learning_rate: 0.065436 loss_vfl: 0.808860 loss_bbox: 0.260116 loss_dfl: 0.170664 loss: 1.243061 eta: 3 days, 4:14:01 batch_cost: 2.2042 data_cost: 0.0009 ips: 12.7029 images/s [11/17 05:59:37] ppdet.engine INFO: Epoch: [61] [ 780/3251] learning_rate: 0.065418 loss_vfl: 0.790756 loss_bbox: 0.282554 loss_dfl: 0.199472 loss: 1.259720 eta: 3 days, 4:13:18 batch_cost: 2.2683 data_cost: 0.0013 ips: 12.3443 images/s [11/17 06:00:25] ppdet.engine INFO: Epoch: [61] [ 800/3251] learning_rate: 0.065400 loss_vfl: 0.785445 loss_bbox: 0.267922 loss_dfl: 0.177466 loss: 1.242356 eta: 3 days, 4:12:36 batch_cost: 2.2690 data_cost: 0.0009 ips: 12.3404 images/s [11/17 06:01:11] ppdet.engine INFO: Epoch: [61] [ 820/3251] learning_rate: 0.065382 loss_vfl: 0.798777 loss_bbox: 0.262888 loss_dfl: 0.174448 loss: 1.252408 eta: 3 days, 4:11:52 batch_cost: 2.0965 data_cost: 0.0013 ips: 13.3554 images/s [11/17 06:01:58] ppdet.engine INFO: Epoch: [61] [ 840/3251] learning_rate: 0.065364 loss_vfl: 0.779917 loss_bbox: 0.318857 loss_dfl: 0.209845 loss: 1.307617 eta: 3 days, 4:11:07 batch_cost: 2.1187 data_cost: 0.0010 ips: 13.2160 images/s [11/17 06:02:46] ppdet.engine INFO: Epoch: [61] [ 860/3251] learning_rate: 0.065345 loss_vfl: 0.772659 loss_bbox: 0.263201 loss_dfl: 0.181039 loss: 1.222487 eta: 3 days, 4:10:24 batch_cost: 2.2230 data_cost: 0.0009 ips: 12.5957 images/s [11/17 06:03:32] ppdet.engine INFO: Epoch: [61] [ 880/3251] learning_rate: 0.065327 loss_vfl: 0.801176 loss_bbox: 0.269878 loss_dfl: 0.182907 loss: 1.261679 eta: 3 days, 4:09:41 batch_cost: 2.1665 data_cost: 0.0012 ips: 12.9241 images/s [11/17 06:04:15] ppdet.engine INFO: Epoch: [61] [ 900/3251] learning_rate: 0.065309 loss_vfl: 0.782481 loss_bbox: 0.255035 loss_dfl: 0.172147 loss: 1.222116 eta: 3 days, 4:08:55 batch_cost: 1.9806 data_cost: 0.0010 ips: 14.1372 images/s [11/17 06:05:04] ppdet.engine INFO: Epoch: [61] [ 920/3251] learning_rate: 0.065291 loss_vfl: 0.777201 loss_bbox: 0.270671 loss_dfl: 0.177776 loss: 1.202957 eta: 3 days, 4:08:13 batch_cost: 2.3127 data_cost: 0.0012 ips: 12.1073 images/s [11/17 06:05:50] ppdet.engine INFO: Epoch: [61] [ 940/3251] learning_rate: 0.065273 loss_vfl: 0.780965 loss_bbox: 0.262296 loss_dfl: 0.181030 loss: 1.218584 eta: 3 days, 4:07:30 batch_cost: 2.2175 data_cost: 0.0010 ips: 12.6267 images/s [11/17 06:06:35] ppdet.engine INFO: Epoch: [61] [ 960/3251] learning_rate: 0.065255 loss_vfl: 0.777141 loss_bbox: 0.261137 loss_dfl: 0.181854 loss: 1.263409 eta: 3 days, 4:06:44 batch_cost: 2.0074 data_cost: 0.0030 ips: 13.9484 images/s [11/17 06:07:22] ppdet.engine INFO: Epoch: [61] [ 980/3251] learning_rate: 0.065237 loss_vfl: 0.815062 loss_bbox: 0.263102 loss_dfl: 0.192639 loss: 1.251545 eta: 3 days, 4:06:00 batch_cost: 2.1359 data_cost: 0.0009 ips: 13.1090 images/s [11/17 06:08:10] ppdet.engine INFO: Epoch: [61] [1000/3251] learning_rate: 0.065219 loss_vfl: 0.762355 loss_bbox: 0.297596 loss_dfl: 0.189575 loss: 1.262528 eta: 3 days, 4:05:17 batch_cost: 2.2693 data_cost: 0.0010 ips: 12.3387 images/s [11/17 06:08:55] ppdet.engine INFO: Epoch: [61] [1020/3251] learning_rate: 0.065200 loss_vfl: 0.800372 loss_bbox: 0.257036 loss_dfl: 0.171507 loss: 1.224120 eta: 3 days, 4:04:33 batch_cost: 2.1448 data_cost: 0.0010 ips: 13.0549 images/s [11/17 06:09:43] ppdet.engine INFO: Epoch: [61] [1040/3251] learning_rate: 0.065182 loss_vfl: 0.793613 loss_bbox: 0.269328 loss_dfl: 0.184668 loss: 1.231109 eta: 3 days, 4:03:52 batch_cost: 2.3273 data_cost: 0.0010 ips: 12.0310 images/s [11/17 06:10:30] ppdet.engine INFO: Epoch: [61] [1060/3251] learning_rate: 0.065164 loss_vfl: 0.823133 loss_bbox: 0.284836 loss_dfl: 0.196816 loss: 1.317734 eta: 3 days, 4:03:09 batch_cost: 2.2061 data_cost: 0.0011 ips: 12.6921 images/s [11/17 06:11:17] ppdet.engine INFO: Epoch: [61] [1080/3251] learning_rate: 0.065146 loss_vfl: 0.797785 loss_bbox: 0.272080 loss_dfl: 0.195101 loss: 1.252615 eta: 3 days, 4:02:26 batch_cost: 2.2624 data_cost: 0.0010 ips: 12.3760 images/s [11/17 06:12:04] ppdet.engine INFO: Epoch: [61] [1100/3251] learning_rate: 0.065128 loss_vfl: 0.780489 loss_bbox: 0.266422 loss_dfl: 0.185737 loss: 1.237597 eta: 3 days, 4:01:43 batch_cost: 2.2025 data_cost: 0.0010 ips: 12.7131 images/s [11/17 06:12:51] ppdet.engine INFO: Epoch: [61] [1120/3251] learning_rate: 0.065110 loss_vfl: 0.779828 loss_bbox: 0.241292 loss_dfl: 0.176001 loss: 1.202799 eta: 3 days, 4:00:59 batch_cost: 2.1873 data_cost: 0.0124 ips: 12.8014 images/s [11/17 06:13:37] ppdet.engine INFO: Epoch: [61] [1140/3251] learning_rate: 0.065092 loss_vfl: 0.785449 loss_bbox: 0.257794 loss_dfl: 0.179182 loss: 1.230763 eta: 3 days, 4:00:16 batch_cost: 2.2186 data_cost: 0.0009 ips: 12.6208 images/s [11/17 06:14:26] ppdet.engine INFO: Epoch: [61] [1160/3251] learning_rate: 0.065074 loss_vfl: 0.792664 loss_bbox: 0.276988 loss_dfl: 0.191446 loss: 1.226893 eta: 3 days, 3:59:33 batch_cost: 2.1979 data_cost: 0.0011 ips: 12.7392 images/s [11/17 06:15:12] ppdet.engine INFO: Epoch: [61] [1180/3251] learning_rate: 0.065056 loss_vfl: 0.807240 loss_bbox: 0.268063 loss_dfl: 0.188572 loss: 1.245584 eta: 3 days, 3:58:50 batch_cost: 2.1762 data_cost: 0.0011 ips: 12.8663 images/s [11/17 06:15:58] ppdet.engine INFO: Epoch: [61] [1200/3251] learning_rate: 0.065037 loss_vfl: 0.766326 loss_bbox: 0.248025 loss_dfl: 0.194360 loss: 1.269728 eta: 3 days, 3:58:06 batch_cost: 2.1692 data_cost: 0.0010 ips: 12.9081 images/s [11/17 06:16:46] ppdet.engine INFO: Epoch: [61] [1220/3251] learning_rate: 0.065019 loss_vfl: 0.787178 loss_bbox: 0.271592 loss_dfl: 0.174469 loss: 1.243188 eta: 3 days, 3:57:24 batch_cost: 2.2773 data_cost: 0.0012 ips: 12.2953 images/s [11/17 06:17:32] ppdet.engine INFO: Epoch: [61] [1240/3251] learning_rate: 0.065001 loss_vfl: 0.778607 loss_bbox: 0.290088 loss_dfl: 0.178019 loss: 1.239898 eta: 3 days, 3:56:39 batch_cost: 2.1318 data_cost: 0.0010 ips: 13.1343 images/s [11/17 06:18:19] ppdet.engine INFO: Epoch: [61] [1260/3251] learning_rate: 0.064983 loss_vfl: 0.801255 loss_bbox: 0.306100 loss_dfl: 0.183582 loss: 1.298515 eta: 3 days, 3:55:57 batch_cost: 2.2267 data_cost: 0.0009 ips: 12.5747 images/s [11/17 06:19:06] ppdet.engine INFO: Epoch: [61] [1280/3251] learning_rate: 0.064965 loss_vfl: 0.791411 loss_bbox: 0.267818 loss_dfl: 0.181049 loss: 1.246795 eta: 3 days, 3:55:13 batch_cost: 2.1934 data_cost: 0.0010 ips: 12.7657 images/s [11/17 06:19:54] ppdet.engine INFO: Epoch: [61] [1300/3251] learning_rate: 0.064947 loss_vfl: 0.788744 loss_bbox: 0.260986 loss_dfl: 0.180312 loss: 1.223629 eta: 3 days, 3:54:31 batch_cost: 2.2648 data_cost: 0.0011 ips: 12.3634 images/s [11/17 06:20:42] ppdet.engine INFO: Epoch: [61] [1320/3251] learning_rate: 0.064929 loss_vfl: 0.806538 loss_bbox: 0.280726 loss_dfl: 0.191825 loss: 1.267913 eta: 3 days, 3:53:48 batch_cost: 2.2619 data_cost: 0.0010 ips: 12.3789 images/s [11/17 06:21:28] ppdet.engine INFO: Epoch: [61] [1340/3251] learning_rate: 0.064911 loss_vfl: 0.772748 loss_bbox: 0.290350 loss_dfl: 0.185093 loss: 1.231225 eta: 3 days, 3:53:04 batch_cost: 2.1226 data_cost: 0.0010 ips: 13.1912 images/s [11/17 06:22:14] ppdet.engine INFO: Epoch: [61] [1360/3251] learning_rate: 0.064893 loss_vfl: 0.798974 loss_bbox: 0.289777 loss_dfl: 0.193239 loss: 1.283957 eta: 3 days, 3:52:19 batch_cost: 2.0949 data_cost: 0.0011 ips: 13.3658 images/s [11/17 06:23:00] ppdet.engine INFO: Epoch: [61] [1380/3251] learning_rate: 0.064875 loss_vfl: 0.781543 loss_bbox: 0.279104 loss_dfl: 0.189299 loss: 1.280286 eta: 3 days, 3:51:35 batch_cost: 2.1449 data_cost: 0.0010 ips: 13.0544 images/s [11/17 06:23:46] ppdet.engine INFO: Epoch: [61] [1400/3251] learning_rate: 0.064856 loss_vfl: 0.788485 loss_bbox: 0.272679 loss_dfl: 0.190276 loss: 1.273402 eta: 3 days, 3:50:52 batch_cost: 2.2078 data_cost: 0.0010 ips: 12.6820 images/s [11/17 06:24:34] ppdet.engine INFO: Epoch: [61] [1420/3251] learning_rate: 0.064838 loss_vfl: 0.791707 loss_bbox: 0.289513 loss_dfl: 0.190510 loss: 1.268911 eta: 3 days, 3:50:09 batch_cost: 2.1659 data_cost: 0.0010 ips: 12.9277 images/s [11/17 06:25:21] ppdet.engine INFO: Epoch: [61] [1440/3251] learning_rate: 0.064820 loss_vfl: 0.789651 loss_bbox: 0.270191 loss_dfl: 0.189823 loss: 1.258917 eta: 3 days, 3:49:26 batch_cost: 2.2775 data_cost: 0.0134 ips: 12.2943 images/s [11/17 06:26:09] ppdet.engine INFO: Epoch: [61] [1460/3251] learning_rate: 0.064802 loss_vfl: 0.790148 loss_bbox: 0.266288 loss_dfl: 0.170629 loss: 1.222849 eta: 3 days, 3:48:42 batch_cost: 2.1216 data_cost: 0.0010 ips: 13.1978 images/s [11/17 06:26:57] ppdet.engine INFO: Epoch: [61] [1480/3251] learning_rate: 0.064784 loss_vfl: 0.773312 loss_bbox: 0.256087 loss_dfl: 0.173983 loss: 1.235913 eta: 3 days, 3:48:00 batch_cost: 2.2827 data_cost: 0.0012 ips: 12.2663 images/s [11/17 06:27:42] ppdet.engine INFO: Epoch: [61] [1500/3251] learning_rate: 0.064766 loss_vfl: 0.769071 loss_bbox: 0.275672 loss_dfl: 0.182743 loss: 1.261059 eta: 3 days, 3:47:16 batch_cost: 2.1681 data_cost: 0.0009 ips: 12.9143 images/s [11/17 06:28:29] ppdet.engine INFO: Epoch: [61] [1520/3251] learning_rate: 0.064748 loss_vfl: 0.788783 loss_bbox: 0.258116 loss_dfl: 0.172008 loss: 1.209530 eta: 3 days, 3:46:33 batch_cost: 2.1863 data_cost: 0.0013 ips: 12.8069 images/s [11/17 06:29:17] ppdet.engine INFO: Epoch: [61] [1540/3251] learning_rate: 0.064730 loss_vfl: 0.803627 loss_bbox: 0.272861 loss_dfl: 0.189089 loss: 1.293026 eta: 3 days, 3:45:49 batch_cost: 2.1765 data_cost: 0.0011 ips: 12.8648 images/s [11/17 06:30:03] ppdet.engine INFO: Epoch: [61] [1560/3251] learning_rate: 0.064712 loss_vfl: 0.782701 loss_bbox: 0.280533 loss_dfl: 0.183380 loss: 1.236673 eta: 3 days, 3:45:06 batch_cost: 2.2146 data_cost: 0.0011 ips: 12.6431 images/s [11/17 06:30:48] ppdet.engine INFO: Epoch: [61] [1580/3251] learning_rate: 0.064694 loss_vfl: 0.779400 loss_bbox: 0.297202 loss_dfl: 0.198134 loss: 1.291481 eta: 3 days, 3:44:21 batch_cost: 2.0782 data_cost: 0.0010 ips: 13.4731 images/s [11/17 06:31:35] ppdet.engine INFO: Epoch: [61] [1600/3251] learning_rate: 0.064676 loss_vfl: 0.772426 loss_bbox: 0.276848 loss_dfl: 0.181160 loss: 1.265855 eta: 3 days, 3:43:39 batch_cost: 2.2839 data_cost: 0.0011 ips: 12.2599 images/s [11/17 06:32:21] ppdet.engine INFO: Epoch: [61] [1620/3251] learning_rate: 0.064657 loss_vfl: 0.786204 loss_bbox: 0.258182 loss_dfl: 0.185406 loss: 1.252073 eta: 3 days, 3:42:55 batch_cost: 2.1436 data_cost: 0.0010 ips: 13.0622 images/s [11/17 06:33:10] ppdet.engine INFO: Epoch: [61] [1640/3251] learning_rate: 0.064639 loss_vfl: 0.794503 loss_bbox: 0.272709 loss_dfl: 0.177606 loss: 1.234856 eta: 3 days, 3:42:13 batch_cost: 2.3383 data_cost: 0.0012 ips: 11.9745 images/s [11/17 06:33:56] ppdet.engine INFO: Epoch: [61] [1660/3251] learning_rate: 0.064621 loss_vfl: 0.804240 loss_bbox: 0.262588 loss_dfl: 0.180414 loss: 1.258340 eta: 3 days, 3:41:29 batch_cost: 2.1230 data_cost: 0.0009 ips: 13.1891 images/s [11/17 06:34:44] ppdet.engine INFO: Epoch: [61] [1680/3251] learning_rate: 0.064603 loss_vfl: 0.785934 loss_bbox: 0.250175 loss_dfl: 0.181040 loss: 1.230858 eta: 3 days, 3:40:47 batch_cost: 2.2606 data_cost: 0.0010 ips: 12.3862 images/s [11/17 06:35:30] ppdet.engine INFO: Epoch: [61] [1700/3251] learning_rate: 0.064585 loss_vfl: 0.778590 loss_bbox: 0.313012 loss_dfl: 0.211311 loss: 1.335169 eta: 3 days, 3:40:02 batch_cost: 2.1261 data_cost: 0.0011 ips: 13.1695 images/s [11/17 06:36:18] ppdet.engine INFO: Epoch: [61] [1720/3251] learning_rate: 0.064567 loss_vfl: 0.792086 loss_bbox: 0.257230 loss_dfl: 0.179497 loss: 1.243100 eta: 3 days, 3:39:20 batch_cost: 2.2547 data_cost: 0.0010 ips: 12.4184 images/s [11/17 06:37:07] ppdet.engine INFO: Epoch: [61] [1740/3251] learning_rate: 0.064549 loss_vfl: 0.790834 loss_bbox: 0.304625 loss_dfl: 0.187506 loss: 1.288205 eta: 3 days, 3:38:37 batch_cost: 2.2648 data_cost: 0.0012 ips: 12.3631 images/s [11/17 06:37:55] ppdet.engine INFO: Epoch: [61] [1760/3251] learning_rate: 0.064531 loss_vfl: 0.814042 loss_bbox: 0.269876 loss_dfl: 0.187352 loss: 1.294653 eta: 3 days, 3:37:55 batch_cost: 2.2835 data_cost: 0.0009 ips: 12.2619 images/s [11/17 06:38:41] ppdet.engine INFO: Epoch: [61] [1780/3251] learning_rate: 0.064513 loss_vfl: 0.784187 loss_bbox: 0.285903 loss_dfl: 0.200852 loss: 1.257364 eta: 3 days, 3:37:11 batch_cost: 2.1467 data_cost: 0.0009 ips: 13.0432 images/s [11/17 06:39:28] ppdet.engine INFO: Epoch: [61] [1800/3251] learning_rate: 0.064495 loss_vfl: 0.787357 loss_bbox: 0.265000 loss_dfl: 0.181843 loss: 1.232429 eta: 3 days, 3:36:28 batch_cost: 2.1870 data_cost: 0.0010 ips: 12.8031 images/s [11/17 06:40:12] ppdet.engine INFO: Epoch: [61] [1820/3251] learning_rate: 0.064477 loss_vfl: 0.792835 loss_bbox: 0.234201 loss_dfl: 0.157296 loss: 1.216624 eta: 3 days, 3:35:43 batch_cost: 2.0944 data_cost: 0.0010 ips: 13.3691 images/s [11/17 06:40:59] ppdet.engine INFO: Epoch: [61] [1840/3251] learning_rate: 0.064459 loss_vfl: 0.780194 loss_bbox: 0.261265 loss_dfl: 0.173730 loss: 1.221663 eta: 3 days, 3:34:59 batch_cost: 2.1329 data_cost: 0.0011 ips: 13.1274 images/s [11/17 06:41:46] ppdet.engine INFO: Epoch: [61] [1860/3251] learning_rate: 0.064441 loss_vfl: 0.787997 loss_bbox: 0.268805 loss_dfl: 0.177789 loss: 1.230963 eta: 3 days, 3:34:16 batch_cost: 2.2284 data_cost: 0.0011 ips: 12.5651 images/s [11/17 06:42:33] ppdet.engine INFO: Epoch: [61] [1880/3251] learning_rate: 0.064423 loss_vfl: 0.781119 loss_bbox: 0.269046 loss_dfl: 0.185568 loss: 1.265429 eta: 3 days, 3:33:33 batch_cost: 2.2443 data_cost: 0.0009 ips: 12.4763 images/s [11/17 06:43:19] ppdet.engine INFO: Epoch: [61] [1900/3251] learning_rate: 0.064405 loss_vfl: 0.805036 loss_bbox: 0.277219 loss_dfl: 0.182094 loss: 1.261140 eta: 3 days, 3:32:49 batch_cost: 2.1080 data_cost: 0.0011 ips: 13.2825 images/s [11/17 06:44:06] ppdet.engine INFO: Epoch: [61] [1920/3251] learning_rate: 0.064386 loss_vfl: 0.794123 loss_bbox: 0.300851 loss_dfl: 0.194739 loss: 1.279533 eta: 3 days, 3:32:06 batch_cost: 2.2194 data_cost: 0.0016 ips: 12.6162 images/s [11/17 06:44:51] ppdet.engine INFO: Epoch: [61] [1940/3251] learning_rate: 0.064368 loss_vfl: 0.783756 loss_bbox: 0.278977 loss_dfl: 0.191547 loss: 1.232028 eta: 3 days, 3:31:21 batch_cost: 2.0518 data_cost: 0.0009 ips: 13.6468 images/s [11/17 06:45:36] ppdet.engine INFO: Epoch: [61] [1960/3251] learning_rate: 0.064350 loss_vfl: 0.786341 loss_bbox: 0.249486 loss_dfl: 0.176918 loss: 1.205258 eta: 3 days, 3:30:37 batch_cost: 2.1572 data_cost: 0.0010 ips: 12.9799 images/s [11/17 06:46:22] ppdet.engine INFO: Epoch: [61] [1980/3251] learning_rate: 0.064332 loss_vfl: 0.803351 loss_bbox: 0.259045 loss_dfl: 0.169993 loss: 1.239153 eta: 3 days, 3:29:54 batch_cost: 2.1984 data_cost: 0.0010 ips: 12.7366 images/s [11/17 06:47:09] ppdet.engine INFO: Epoch: [61] [2000/3251] learning_rate: 0.064314 loss_vfl: 0.781702 loss_bbox: 0.272863 loss_dfl: 0.185388 loss: 1.225968 eta: 3 days, 3:29:10 batch_cost: 2.1654 data_cost: 0.0018 ips: 12.9305 images/s [11/17 06:47:57] ppdet.engine INFO: Epoch: [61] [2020/3251] learning_rate: 0.064296 loss_vfl: 0.797562 loss_bbox: 0.269905 loss_dfl: 0.182096 loss: 1.227192 eta: 3 days, 3:28:27 batch_cost: 2.2323 data_cost: 0.0014 ips: 12.5434 images/s [11/17 06:48:44] ppdet.engine INFO: Epoch: [61] [2040/3251] learning_rate: 0.064278 loss_vfl: 0.786563 loss_bbox: 0.274431 loss_dfl: 0.184898 loss: 1.235101 eta: 3 days, 3:27:44 batch_cost: 2.2262 data_cost: 0.0009 ips: 12.5774 images/s [11/17 06:49:31] ppdet.engine INFO: Epoch: [61] [2060/3251] learning_rate: 0.064260 loss_vfl: 0.819058 loss_bbox: 0.262597 loss_dfl: 0.179875 loss: 1.289565 eta: 3 days, 3:27:01 batch_cost: 2.1814 data_cost: 0.0009 ips: 12.8356 images/s [11/17 06:50:18] ppdet.engine INFO: Epoch: [61] [2080/3251] learning_rate: 0.064242 loss_vfl: 0.779209 loss_bbox: 0.241963 loss_dfl: 0.171970 loss: 1.206170 eta: 3 days, 3:26:19 batch_cost: 2.2825 data_cost: 0.0009 ips: 12.2672 images/s [11/17 06:51:05] ppdet.engine INFO: Epoch: [61] [2100/3251] learning_rate: 0.064224 loss_vfl: 0.807431 loss_bbox: 0.270621 loss_dfl: 0.181161 loss: 1.263797 eta: 3 days, 3:25:36 batch_cost: 2.2743 data_cost: 0.0010 ips: 12.3114 images/s [11/17 06:51:53] ppdet.engine INFO: Epoch: [61] [2120/3251] learning_rate: 0.064206 loss_vfl: 0.781206 loss_bbox: 0.256409 loss_dfl: 0.176891 loss: 1.215596 eta: 3 days, 3:24:53 batch_cost: 2.2026 data_cost: 0.0010 ips: 12.7123 images/s [11/17 06:52:39] ppdet.engine INFO: Epoch: [61] [2140/3251] learning_rate: 0.064188 loss_vfl: 0.807663 loss_bbox: 0.253944 loss_dfl: 0.185620 loss: 1.243257 eta: 3 days, 3:24:10 batch_cost: 2.1993 data_cost: 0.0009 ips: 12.7312 images/s [11/17 06:53:27] ppdet.engine INFO: Epoch: [61] [2160/3251] learning_rate: 0.064170 loss_vfl: 0.789798 loss_bbox: 0.263323 loss_dfl: 0.180939 loss: 1.232885 eta: 3 days, 3:23:27 batch_cost: 2.2549 data_cost: 0.0010 ips: 12.4174 images/s [11/17 06:54:12] ppdet.engine INFO: Epoch: [61] [2180/3251] learning_rate: 0.064152 loss_vfl: 0.807337 loss_bbox: 0.275066 loss_dfl: 0.186262 loss: 1.259879 eta: 3 days, 3:22:43 batch_cost: 2.1219 data_cost: 0.0010 ips: 13.1956 images/s [11/17 06:55:01] ppdet.engine INFO: Epoch: [61] [2200/3251] learning_rate: 0.064134 loss_vfl: 0.802865 loss_bbox: 0.253739 loss_dfl: 0.164414 loss: 1.219678 eta: 3 days, 3:22:01 batch_cost: 2.2895 data_cost: 0.0013 ips: 12.2295 images/s [11/17 06:55:47] ppdet.engine INFO: Epoch: [61] [2220/3251] learning_rate: 0.064116 loss_vfl: 0.802040 loss_bbox: 0.246747 loss_dfl: 0.173636 loss: 1.208639 eta: 3 days, 3:21:17 batch_cost: 2.2045 data_cost: 0.0010 ips: 12.7011 images/s [11/17 06:56:34] ppdet.engine INFO: Epoch: [61] [2240/3251] learning_rate: 0.064098 loss_vfl: 0.790334 loss_bbox: 0.270782 loss_dfl: 0.184637 loss: 1.255495 eta: 3 days, 3:20:34 batch_cost: 2.2278 data_cost: 0.0012 ips: 12.5685 images/s [11/17 06:57:21] ppdet.engine INFO: Epoch: [61] [2260/3251] learning_rate: 0.064080 loss_vfl: 0.776226 loss_bbox: 0.276979 loss_dfl: 0.185943 loss: 1.264486 eta: 3 days, 3:19:52 batch_cost: 2.2739 data_cost: 0.0009 ips: 12.3136 images/s [11/17 06:58:08] ppdet.engine INFO: Epoch: [61] [2280/3251] learning_rate: 0.064062 loss_vfl: 0.788870 loss_bbox: 0.263336 loss_dfl: 0.175473 loss: 1.233054 eta: 3 days, 3:19:08 batch_cost: 2.1617 data_cost: 0.0010 ips: 12.9526 images/s [11/17 06:58:56] ppdet.engine INFO: Epoch: [61] [2300/3251] learning_rate: 0.064044 loss_vfl: 0.786559 loss_bbox: 0.264521 loss_dfl: 0.174906 loss: 1.210833 eta: 3 days, 3:18:26 batch_cost: 2.2665 data_cost: 0.0010 ips: 12.3539 images/s [11/17 06:59:44] ppdet.engine INFO: Epoch: [61] [2320/3251] learning_rate: 0.064026 loss_vfl: 0.789973 loss_bbox: 0.284273 loss_dfl: 0.202142 loss: 1.280103 eta: 3 days, 3:17:44 batch_cost: 2.3058 data_cost: 0.0010 ips: 12.1434 images/s [11/17 07:00:29] ppdet.engine INFO: Epoch: [61] [2340/3251] learning_rate: 0.064007 loss_vfl: 0.794805 loss_bbox: 0.270975 loss_dfl: 0.182527 loss: 1.258083 eta: 3 days, 3:16:59 batch_cost: 2.0501 data_cost: 0.0011 ips: 13.6582 images/s [11/17 07:01:18] ppdet.engine INFO: Epoch: [61] [2360/3251] learning_rate: 0.063989 loss_vfl: 0.805080 loss_bbox: 0.294597 loss_dfl: 0.189653 loss: 1.294083 eta: 3 days, 3:16:18 batch_cost: 2.3809 data_cost: 0.0011 ips: 11.7602 images/s [11/17 07:02:03] ppdet.engine INFO: Epoch: [61] [2380/3251] learning_rate: 0.063971 loss_vfl: 0.784662 loss_bbox: 0.285273 loss_dfl: 0.192512 loss: 1.234518 eta: 3 days, 3:15:33 batch_cost: 2.1009 data_cost: 0.0018 ips: 13.3275 images/s [11/17 07:02:50] ppdet.engine INFO: Epoch: [61] [2400/3251] learning_rate: 0.063953 loss_vfl: 0.800158 loss_bbox: 0.243329 loss_dfl: 0.178615 loss: 1.203113 eta: 3 days, 3:14:50 batch_cost: 2.2382 data_cost: 0.0010 ips: 12.5100 images/s [11/17 07:03:36] ppdet.engine INFO: Epoch: [61] [2420/3251] learning_rate: 0.063935 loss_vfl: 0.794797 loss_bbox: 0.257871 loss_dfl: 0.176531 loss: 1.244907 eta: 3 days, 3:14:06 batch_cost: 2.1339 data_cost: 0.0015 ips: 13.1213 images/s [11/17 07:04:24] ppdet.engine INFO: Epoch: [61] [2440/3251] learning_rate: 0.063917 loss_vfl: 0.765455 loss_bbox: 0.254576 loss_dfl: 0.180043 loss: 1.223454 eta: 3 days, 3:13:24 batch_cost: 2.2415 data_cost: 0.0010 ips: 12.4915 images/s [11/17 07:05:12] ppdet.engine INFO: Epoch: [61] [2460/3251] learning_rate: 0.063899 loss_vfl: 0.803628 loss_bbox: 0.309247 loss_dfl: 0.194117 loss: 1.321984 eta: 3 days, 3:12:40 batch_cost: 2.1677 data_cost: 0.0010 ips: 12.9169 images/s [11/17 07:05:59] ppdet.engine INFO: Epoch: [61] [2480/3251] learning_rate: 0.063881 loss_vfl: 0.808478 loss_bbox: 0.285898 loss_dfl: 0.186376 loss: 1.287940 eta: 3 days, 3:11:58 batch_cost: 2.2868 data_cost: 0.0010 ips: 12.2444 images/s [11/17 07:06:48] ppdet.engine INFO: Epoch: [61] [2500/3251] learning_rate: 0.063863 loss_vfl: 0.780386 loss_bbox: 0.282313 loss_dfl: 0.187646 loss: 1.234577 eta: 3 days, 3:11:16 batch_cost: 2.3076 data_cost: 0.0014 ips: 12.1339 images/s [11/17 07:07:35] ppdet.engine INFO: Epoch: [61] [2520/3251] learning_rate: 0.063845 loss_vfl: 0.805009 loss_bbox: 0.260851 loss_dfl: 0.182861 loss: 1.271081 eta: 3 days, 3:10:32 batch_cost: 2.2030 data_cost: 0.0010 ips: 12.7101 images/s [11/17 07:08:21] ppdet.engine INFO: Epoch: [61] [2540/3251] learning_rate: 0.063827 loss_vfl: 0.794344 loss_bbox: 0.266351 loss_dfl: 0.182567 loss: 1.241366 eta: 3 days, 3:09:49 batch_cost: 2.1634 data_cost: 0.0011 ips: 12.9425 images/s [11/17 07:09:08] ppdet.engine INFO: Epoch: [61] [2560/3251] learning_rate: 0.063809 loss_vfl: 0.815358 loss_bbox: 0.275817 loss_dfl: 0.187524 loss: 1.272001 eta: 3 days, 3:09:06 batch_cost: 2.2633 data_cost: 0.0009 ips: 12.3715 images/s [11/17 07:09:56] ppdet.engine INFO: Epoch: [61] [2580/3251] learning_rate: 0.063791 loss_vfl: 0.811689 loss_bbox: 0.277547 loss_dfl: 0.191279 loss: 1.268119 eta: 3 days, 3:08:24 batch_cost: 2.2670 data_cost: 0.0011 ips: 12.3509 images/s [11/17 07:10:43] ppdet.engine INFO: Epoch: [61] [2600/3251] learning_rate: 0.063773 loss_vfl: 0.813884 loss_bbox: 0.267765 loss_dfl: 0.188102 loss: 1.285841 eta: 3 days, 3:07:41 batch_cost: 2.2654 data_cost: 0.0010 ips: 12.3596 images/s [11/17 07:11:31] ppdet.engine INFO: Epoch: [61] [2620/3251] learning_rate: 0.063755 loss_vfl: 0.798249 loss_bbox: 0.270588 loss_dfl: 0.184832 loss: 1.258813 eta: 3 days, 3:06:59 batch_cost: 2.2422 data_cost: 0.0009 ips: 12.4877 images/s [11/17 07:12:18] ppdet.engine INFO: Epoch: [61] [2640/3251] learning_rate: 0.063737 loss_vfl: 0.794446 loss_bbox: 0.325337 loss_dfl: 0.212052 loss: 1.366047 eta: 3 days, 3:06:15 batch_cost: 2.1962 data_cost: 0.0015 ips: 12.7494 images/s [11/17 07:13:05] ppdet.engine INFO: Epoch: [61] [2660/3251] learning_rate: 0.063719 loss_vfl: 0.794416 loss_bbox: 0.298616 loss_dfl: 0.190324 loss: 1.303638 eta: 3 days, 3:05:32 batch_cost: 2.2205 data_cost: 0.0009 ips: 12.6098 images/s [11/17 07:13:52] ppdet.engine INFO: Epoch: [61] [2680/3251] learning_rate: 0.063701 loss_vfl: 0.780567 loss_bbox: 0.280052 loss_dfl: 0.193133 loss: 1.263277 eta: 3 days, 3:04:49 batch_cost: 2.2315 data_cost: 0.0010 ips: 12.5478 images/s [11/17 07:14:41] ppdet.engine INFO: Epoch: [61] [2700/3251] learning_rate: 0.063683 loss_vfl: 0.810011 loss_bbox: 0.282254 loss_dfl: 0.182000 loss: 1.278846 eta: 3 days, 3:04:07 batch_cost: 2.2581 data_cost: 0.0010 ips: 12.3999 images/s [11/17 07:15:27] ppdet.engine INFO: Epoch: [61] [2720/3251] learning_rate: 0.063665 loss_vfl: 0.803930 loss_bbox: 0.295132 loss_dfl: 0.186244 loss: 1.267174 eta: 3 days, 3:03:23 batch_cost: 2.1401 data_cost: 0.0010 ips: 13.0835 images/s [11/17 07:16:13] ppdet.engine INFO: Epoch: [61] [2740/3251] learning_rate: 0.063647 loss_vfl: 0.790723 loss_bbox: 0.266729 loss_dfl: 0.172684 loss: 1.222074 eta: 3 days, 3:02:39 batch_cost: 2.1828 data_cost: 0.0009 ips: 12.8275 images/s [11/17 07:16:59] ppdet.engine INFO: Epoch: [61] [2760/3251] learning_rate: 0.063629 loss_vfl: 0.792125 loss_bbox: 0.254522 loss_dfl: 0.176082 loss: 1.256497 eta: 3 days, 3:01:56 batch_cost: 2.2324 data_cost: 0.0009 ips: 12.5426 images/s [11/17 07:17:46] ppdet.engine INFO: Epoch: [61] [2780/3251] learning_rate: 0.063611 loss_vfl: 0.798921 loss_bbox: 0.265827 loss_dfl: 0.176314 loss: 1.247980 eta: 3 days, 3:01:13 batch_cost: 2.2348 data_cost: 0.0012 ips: 12.5290 images/s [11/17 07:18:34] ppdet.engine INFO: Epoch: [61] [2800/3251] learning_rate: 0.063593 loss_vfl: 0.782303 loss_bbox: 0.246373 loss_dfl: 0.180456 loss: 1.210394 eta: 3 days, 3:00:31 batch_cost: 2.2714 data_cost: 0.0016 ips: 12.3272 images/s [11/17 07:19:21] ppdet.engine INFO: Epoch: [61] [2820/3251] learning_rate: 0.063575 loss_vfl: 0.768831 loss_bbox: 0.260734 loss_dfl: 0.183932 loss: 1.243989 eta: 3 days, 2:59:47 batch_cost: 2.1520 data_cost: 0.0009 ips: 13.0114 images/s [11/17 07:20:07] ppdet.engine INFO: Epoch: [61] [2840/3251] learning_rate: 0.063557 loss_vfl: 0.778837 loss_bbox: 0.248916 loss_dfl: 0.180802 loss: 1.219787 eta: 3 days, 2:59:04 batch_cost: 2.2277 data_cost: 0.0009 ips: 12.5690 images/s [11/17 07:20:56] ppdet.engine INFO: Epoch: [61] [2860/3251] learning_rate: 0.063539 loss_vfl: 0.804162 loss_bbox: 0.269158 loss_dfl: 0.173419 loss: 1.271187 eta: 3 days, 2:58:21 batch_cost: 2.1695 data_cost: 0.0010 ips: 12.9060 images/s [11/17 07:21:42] ppdet.engine INFO: Epoch: [61] [2880/3251] learning_rate: 0.063521 loss_vfl: 0.819833 loss_bbox: 0.268578 loss_dfl: 0.185944 loss: 1.262984 eta: 3 days, 2:57:37 batch_cost: 2.2001 data_cost: 0.0010 ips: 12.7265 images/s [11/17 07:22:27] ppdet.engine INFO: Epoch: [61] [2900/3251] learning_rate: 0.063503 loss_vfl: 0.825199 loss_bbox: 0.282408 loss_dfl: 0.182864 loss: 1.281261 eta: 3 days, 2:56:53 batch_cost: 2.1190 data_cost: 0.0009 ips: 13.2140 images/s [11/17 07:23:14] ppdet.engine INFO: Epoch: [61] [2920/3251] learning_rate: 0.063485 loss_vfl: 0.793036 loss_bbox: 0.256649 loss_dfl: 0.169065 loss: 1.225710 eta: 3 days, 2:56:10 batch_cost: 2.1895 data_cost: 0.0016 ips: 12.7886 images/s [11/17 07:23:59] ppdet.engine INFO: Epoch: [61] [2940/3251] learning_rate: 0.063467 loss_vfl: 0.786657 loss_bbox: 0.269211 loss_dfl: 0.178143 loss: 1.212513 eta: 3 days, 2:55:25 batch_cost: 2.1163 data_cost: 0.0011 ips: 13.2307 images/s [11/17 07:24:45] ppdet.engine INFO: Epoch: [61] [2960/3251] learning_rate: 0.063449 loss_vfl: 0.787703 loss_bbox: 0.280041 loss_dfl: 0.189456 loss: 1.247510 eta: 3 days, 2:54:40 batch_cost: 2.0735 data_cost: 0.0011 ips: 13.5035 images/s [11/17 07:25:33] ppdet.engine INFO: Epoch: [61] [2980/3251] learning_rate: 0.063431 loss_vfl: 0.802351 loss_bbox: 0.269566 loss_dfl: 0.179571 loss: 1.238360 eta: 3 days, 2:53:57 batch_cost: 2.2039 data_cost: 0.0013 ips: 12.7049 images/s [11/17 07:26:20] ppdet.engine INFO: Epoch: [61] [3000/3251] learning_rate: 0.063413 loss_vfl: 0.811444 loss_bbox: 0.270649 loss_dfl: 0.184164 loss: 1.274279 eta: 3 days, 2:53:14 batch_cost: 2.2080 data_cost: 0.0011 ips: 12.6814 images/s [11/17 07:27:06] ppdet.engine INFO: Epoch: [61] [3020/3251] learning_rate: 0.063395 loss_vfl: 0.794666 loss_bbox: 0.275800 loss_dfl: 0.186286 loss: 1.212945 eta: 3 days, 2:52:31 batch_cost: 2.2081 data_cost: 0.0011 ips: 12.6808 images/s [11/17 07:27:55] ppdet.engine INFO: Epoch: [61] [3040/3251] learning_rate: 0.063377 loss_vfl: 0.789527 loss_bbox: 0.256665 loss_dfl: 0.187444 loss: 1.236101 eta: 3 days, 2:51:48 batch_cost: 2.2643 data_cost: 0.0010 ips: 12.3659 images/s [11/17 07:28:41] ppdet.engine INFO: Epoch: [61] [3060/3251] learning_rate: 0.063359 loss_vfl: 0.788835 loss_bbox: 0.286108 loss_dfl: 0.195835 loss: 1.271031 eta: 3 days, 2:51:04 batch_cost: 2.1103 data_cost: 0.0011 ips: 13.2683 images/s [11/17 07:29:31] ppdet.engine INFO: Epoch: [61] [3080/3251] learning_rate: 0.063341 loss_vfl: 0.809961 loss_bbox: 0.276807 loss_dfl: 0.185070 loss: 1.276903 eta: 3 days, 2:50:22 batch_cost: 2.3064 data_cost: 0.0010 ips: 12.1401 images/s [11/17 07:30:18] ppdet.engine INFO: Epoch: [61] [3100/3251] learning_rate: 0.063323 loss_vfl: 0.789229 loss_bbox: 0.281483 loss_dfl: 0.190641 loss: 1.264737 eta: 3 days, 2:49:39 batch_cost: 2.2140 data_cost: 0.0011 ips: 12.6469 images/s [11/17 07:31:05] ppdet.engine INFO: Epoch: [61] [3120/3251] learning_rate: 0.063305 loss_vfl: 0.797761 loss_bbox: 0.284850 loss_dfl: 0.178696 loss: 1.263949 eta: 3 days, 2:48:56 batch_cost: 2.2550 data_cost: 0.0011 ips: 12.4169 images/s [11/17 07:31:50] ppdet.engine INFO: Epoch: [61] [3140/3251] learning_rate: 0.063287 loss_vfl: 0.805233 loss_bbox: 0.239480 loss_dfl: 0.161738 loss: 1.206437 eta: 3 days, 2:48:11 batch_cost: 2.0505 data_cost: 0.0010 ips: 13.6550 images/s [11/17 07:32:37] ppdet.engine INFO: Epoch: [61] [3160/3251] learning_rate: 0.063269 loss_vfl: 0.782590 loss_bbox: 0.268440 loss_dfl: 0.182533 loss: 1.228586 eta: 3 days, 2:47:28 batch_cost: 2.2322 data_cost: 0.0018 ips: 12.5438 images/s [11/17 07:33:24] ppdet.engine INFO: Epoch: [61] [3180/3251] learning_rate: 0.063251 loss_vfl: 0.790152 loss_bbox: 0.282127 loss_dfl: 0.186429 loss: 1.262483 eta: 3 days, 2:46:44 batch_cost: 2.1469 data_cost: 0.0009 ips: 13.0418 images/s [11/17 07:34:12] ppdet.engine INFO: Epoch: [61] [3200/3251] learning_rate: 0.063233 loss_vfl: 0.805189 loss_bbox: 0.288366 loss_dfl: 0.189933 loss: 1.277137 eta: 3 days, 2:46:02 batch_cost: 2.2993 data_cost: 0.0015 ips: 12.1775 images/s [11/17 07:34:58] ppdet.engine INFO: Epoch: [61] [3220/3251] learning_rate: 0.063215 loss_vfl: 0.801792 loss_bbox: 0.264361 loss_dfl: 0.185929 loss: 1.251598 eta: 3 days, 2:45:19 batch_cost: 2.1788 data_cost: 0.0010 ips: 12.8513 images/s [11/17 07:35:43] ppdet.engine INFO: Epoch: [61] [3240/3251] learning_rate: 0.063197 loss_vfl: 0.808715 loss_bbox: 0.251924 loss_dfl: 0.170485 loss: 1.232483 eta: 3 days, 2:44:34 batch_cost: 2.1056 data_cost: 0.0016 ips: 13.2980 images/s [11/17 07:36:02] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_lcnet_2_5x_640_mainbody [11/17 07:36:02] ppdet.engine INFO: Eval iter: 0 [11/17 07:36:51] ppdet.engine INFO: Eval iter: 100 [11/17 07:37:17] ppdet.engine INFO: Eval iter: 200 [11/17 07:37:43] ppdet.engine INFO: Eval iter: 300 [11/17 07:38:10] ppdet.engine INFO: Eval iter: 400 [11/17 07:38:36] ppdet.engine INFO: Eval iter: 500 [11/17 07:39:02] ppdet.engine INFO: Eval iter: 600 [11/17 07:39:30] ppdet.engine INFO: Eval iter: 700 [11/17 07:39:57] ppdet.engine INFO: Eval iter: 800 [11/17 07:40:24] ppdet.engine INFO: Eval iter: 900 [11/17 07:40:51] ppdet.engine INFO: Eval iter: 1000 [11/17 07:41:18] ppdet.engine INFO: Eval iter: 1100 [11/17 07:41:44] ppdet.engine INFO: Eval iter: 1200 [11/17 07:42:09] ppdet.engine INFO: Eval iter: 1300 [11/17 07:42:35] ppdet.engine INFO: Eval iter: 1400 [11/17 07:43:01] ppdet.engine INFO: Eval iter: 1500 [11/17 07:43:29] ppdet.engine INFO: Eval iter: 1600 [11/17 07:43:56] ppdet.engine INFO: Eval iter: 1700 [11/17 07:44:22] ppdet.engine INFO: Eval iter: 1800 [11/17 07:44:49] ppdet.engine INFO: Eval iter: 1900 [11/17 07:45:17] ppdet.engine INFO: Eval iter: 2000 [11/17 07:45:46] ppdet.engine INFO: Eval iter: 2100 [11/17 07:46:14] ppdet.engine INFO: Eval iter: 2200 [11/17 07:46:42] ppdet.engine INFO: Eval iter: 2300 [11/17 07:47:45] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json. loading annotations into memory... Done (t=1.21s) creating index... index created! [11/17 07:47:46] ppdet.metrics.coco_utils INFO: Start evaluate... Loading and preparing results... DONE (t=18.20s) creating index... index created! Running per image evaluation... Evaluate annotation type *bbox* DONE (t=376.14s). Accumulating evaluation results... DONE (t=29.12s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.400 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.600 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.427 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.219 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.451 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.525 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.083 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.394 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.604 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.359 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.627 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.767 [11/17 07:54:53] ppdet.engine INFO: Total sample number: 19074, averge FPS: 28.533673407231515 [11/17 07:54:53] ppdet.engine INFO: Best test bbox ap is 0.415. [11/17 07:54:55] ppdet.engine INFO: Epoch: [62] [ 0/3251] learning_rate: 0.063188 loss_vfl: 0.807682 loss_bbox: 0.274546 loss_dfl: 0.181049 loss: 1.282539 eta: 3 days, 2:44:02 batch_cost: 1.4140 data_cost: 0.0015 ips: 19.8019 images/s [11/17 07:55:43] ppdet.engine INFO: Epoch: [62] [ 20/3251] learning_rate: 0.063170 loss_vfl: 0.779401 loss_bbox: 0.283040 loss_dfl: 0.193804 loss: 1.244582 eta: 3 days, 2:43:20 batch_cost: 2.3241 data_cost: 0.0020 ips: 12.0474 images/s [11/17 07:56:30] ppdet.engine INFO: Epoch: [62] [ 40/3251] learning_rate: 0.063152 loss_vfl: 0.766732 loss_bbox: 0.274577 loss_dfl: 0.191699 loss: 1.259007 eta: 3 days, 2:42:36 batch_cost: 2.1575 data_cost: 0.0010 ips: 12.9781 images/s [11/17 07:57:17] ppdet.engine INFO: Epoch: [62] [ 60/3251] learning_rate: 0.063134 loss_vfl: 0.773308 loss_bbox: 0.259185 loss_dfl: 0.180714 loss: 1.243567 eta: 3 days, 2:41:53 batch_cost: 2.2099 data_cost: 0.0011 ips: 12.6705 images/s [11/17 07:58:03] ppdet.engine INFO: Epoch: [62] [ 80/3251] learning_rate: 0.063116 loss_vfl: 0.812258 loss_bbox: 0.269600 loss_dfl: 0.190110 loss: 1.265794 eta: 3 days, 2:41:09 batch_cost: 2.1424 data_cost: 0.0010 ips: 13.0694 images/s [11/17 07:58:50] ppdet.engine INFO: Epoch: [62] [ 100/3251] learning_rate: 0.063098 loss_vfl: 0.797838 loss_bbox: 0.293527 loss_dfl: 0.197530 loss: 1.300661 eta: 3 days, 2:40:26 batch_cost: 2.2248 data_cost: 0.0016 ips: 12.5853 images/s [11/17 07:59:37] ppdet.engine INFO: Epoch: [62] [ 120/3251] learning_rate: 0.063080 loss_vfl: 0.784612 loss_bbox: 0.288811 loss_dfl: 0.192825 loss: 1.282397 eta: 3 days, 2:39:43 batch_cost: 2.1795 data_cost: 0.0011 ips: 12.8470 images/s [11/17 08:00:24] ppdet.engine INFO: Epoch: [62] [ 140/3251] learning_rate: 0.063062 loss_vfl: 0.785317 loss_bbox: 0.283619 loss_dfl: 0.175736 loss: 1.229388 eta: 3 days, 2:38:59 batch_cost: 2.1683 data_cost: 0.0010 ips: 12.9134 images/s [11/17 08:01:11] ppdet.engine INFO: Epoch: [62] [ 160/3251] learning_rate: 0.063044 loss_vfl: 0.767249 loss_bbox: 0.258015 loss_dfl: 0.181760 loss: 1.228727 eta: 3 days, 2:38:15 batch_cost: 2.1768 data_cost: 0.0010 ips: 12.8632 images/s [11/17 08:01:58] ppdet.engine INFO: Epoch: [62] [ 180/3251] learning_rate: 0.063026 loss_vfl: 0.782588 loss_bbox: 0.250987 loss_dfl: 0.174773 loss: 1.200926 eta: 3 days, 2:37:33 batch_cost: 2.2360 data_cost: 0.0010 ips: 12.5224 images/s [11/17 08:02:44] ppdet.engine INFO: Epoch: [62] [ 200/3251] learning_rate: 0.063008 loss_vfl: 0.790751 loss_bbox: 0.269233 loss_dfl: 0.170014 loss: 1.225955 eta: 3 days, 2:36:49 batch_cost: 2.1963 data_cost: 0.0010 ips: 12.7488 images/s [11/17 08:03:31] ppdet.engine INFO: Epoch: [62] [ 220/3251] learning_rate: 0.062990 loss_vfl: 0.742731 loss_bbox: 0.296387 loss_dfl: 0.198669 loss: 1.250010 eta: 3 days, 2:36:06 batch_cost: 2.2378 data_cost: 0.0011 ips: 12.5123 images/s [11/17 08:04:16] ppdet.engine INFO: Epoch: [62] [ 240/3251] learning_rate: 0.062972 loss_vfl: 0.773265 loss_bbox: 0.278742 loss_dfl: 0.187339 loss: 1.244078 eta: 3 days, 2:35:21 batch_cost: 2.0060 data_cost: 0.0013 ips: 13.9584 images/s [11/17 08:05:03] ppdet.engine INFO: Epoch: [62] [ 260/3251] learning_rate: 0.062954 loss_vfl: 0.775760 loss_bbox: 0.271611 loss_dfl: 0.185299 loss: 1.246295 eta: 3 days, 2:34:38 batch_cost: 2.2558 data_cost: 0.0010 ips: 12.4124 images/s [11/17 08:05:50] ppdet.engine INFO: Epoch: [62] [ 280/3251] learning_rate: 0.062936 loss_vfl: 0.798052 loss_bbox: 0.281192 loss_dfl: 0.180208 loss: 1.256117 eta: 3 days, 2:33:56 batch_cost: 2.2584 data_cost: 0.0010 ips: 12.3980 images/s [11/17 08:06:35] ppdet.engine INFO: Epoch: [62] [ 300/3251] learning_rate: 0.062918 loss_vfl: 0.780814 loss_bbox: 0.242150 loss_dfl: 0.162919 loss: 1.192879 eta: 3 days, 2:33:11 batch_cost: 2.0539 data_cost: 0.0010 ips: 13.6329 images/s [11/17 08:07:22] ppdet.engine INFO: Epoch: [62] [ 320/3251] learning_rate: 0.062900 loss_vfl: 0.797806 loss_bbox: 0.318892 loss_dfl: 0.195427 loss: 1.321632 eta: 3 days, 2:32:28 batch_cost: 2.2959 data_cost: 0.0010 ips: 12.1954 images/s [11/17 08:08:10] ppdet.engine INFO: Epoch: [62] [ 340/3251] learning_rate: 0.062882 loss_vfl: 0.793833 loss_bbox: 0.282158 loss_dfl: 0.192114 loss: 1.259085 eta: 3 days, 2:31:46 batch_cost: 2.2309 data_cost: 0.0017 ips: 12.5510 images/s [11/17 08:08:57] ppdet.engine INFO: Epoch: [62] [ 360/3251] learning_rate: 0.062864 loss_vfl: 0.777465 loss_bbox: 0.294808 loss_dfl: 0.205968 loss: 1.289424 eta: 3 days, 2:31:03 batch_cost: 2.2791 data_cost: 0.0009 ips: 12.2853 images/s [11/17 08:09:44] ppdet.engine INFO: Epoch: [62] [ 380/3251] learning_rate: 0.062846 loss_vfl: 0.795294 loss_bbox: 0.275224 loss_dfl: 0.189213 loss: 1.273581 eta: 3 days, 2:30:20 batch_cost: 2.1876 data_cost: 0.0013 ips: 12.7993 images/s [11/17 08:10:29] ppdet.engine INFO: Epoch: [62] [ 400/3251] learning_rate: 0.062828 loss_vfl: 0.780567 loss_bbox: 0.309484 loss_dfl: 0.213039 loss: 1.331241 eta: 3 days, 2:29:36 batch_cost: 2.1393 data_cost: 0.0011 ips: 13.0887 images/s [11/17 08:11:16] ppdet.engine INFO: Epoch: [62] [ 420/3251] learning_rate: 0.062810 loss_vfl: 0.776703 loss_bbox: 0.289045 loss_dfl: 0.196792 loss: 1.290271 eta: 3 days, 2:28:53 batch_cost: 2.2323 data_cost: 0.0010 ips: 12.5431 images/s [11/17 08:12:05] ppdet.engine INFO: Epoch: [62] [ 440/3251] learning_rate: 0.062793 loss_vfl: 0.783531 loss_bbox: 0.266230 loss_dfl: 0.175563 loss: 1.228463 eta: 3 days, 2:28:11 batch_cost: 2.3516 data_cost: 0.0010 ips: 11.9067 images/s [11/17 08:12:53] ppdet.engine INFO: Epoch: [62] [ 460/3251] learning_rate: 0.062775 loss_vfl: 0.782066 loss_bbox: 0.299729 loss_dfl: 0.204783 loss: 1.263369 eta: 3 days, 2:27:29 batch_cost: 2.2777 data_cost: 0.0012 ips: 12.2931 images/s [11/17 08:13:41] ppdet.engine INFO: Epoch: [62] [ 480/3251] learning_rate: 0.062757 loss_vfl: 0.787026 loss_bbox: 0.286527 loss_dfl: 0.198203 loss: 1.249895 eta: 3 days, 2:26:46 batch_cost: 2.2401 data_cost: 0.0212 ips: 12.4996 images/s [11/17 08:14:29] ppdet.engine INFO: Epoch: [62] [ 500/3251] learning_rate: 0.062739 loss_vfl: 0.776687 loss_bbox: 0.292363 loss_dfl: 0.203081 loss: 1.290844 eta: 3 days, 2:26:04 batch_cost: 2.2818 data_cost: 0.0016 ips: 12.2708 images/s [11/17 08:15:15] ppdet.engine INFO: Epoch: [62] [ 520/3251] learning_rate: 0.062721 loss_vfl: 0.765333 loss_bbox: 0.262580 loss_dfl: 0.170605 loss: 1.197981 eta: 3 days, 2:25:20 batch_cost: 2.1162 data_cost: 0.0012 ips: 13.2312 images/s [11/17 08:16:01] ppdet.engine INFO: Epoch: [62] [ 540/3251] learning_rate: 0.062703 loss_vfl: 0.771371 loss_bbox: 0.295371 loss_dfl: 0.190515 loss: 1.266594 eta: 3 days, 2:24:36 batch_cost: 2.1767 data_cost: 0.0010 ips: 12.8635 images/s [11/17 08:16:48] ppdet.engine INFO: Epoch: [62] [ 560/3251] learning_rate: 0.062685 loss_vfl: 0.794263 loss_bbox: 0.267620 loss_dfl: 0.188165 loss: 1.263846 eta: 3 days, 2:23:53 batch_cost: 2.1889 data_cost: 0.0009 ips: 12.7917 images/s [11/17 08:17:36] ppdet.engine INFO: Epoch: [62] [ 580/3251] learning_rate: 0.062667 loss_vfl: 0.783132 loss_bbox: 0.280744 loss_dfl: 0.173649 loss: 1.259643 eta: 3 days, 2:23:10 batch_cost: 2.2147 data_cost: 0.0010 ips: 12.6429 images/s [11/17 08:18:22] ppdet.engine INFO: Epoch: [62] [ 600/3251] learning_rate: 0.062649 loss_vfl: 0.781478 loss_bbox: 0.304837 loss_dfl: 0.202484 loss: 1.281595 eta: 3 days, 2:22:25 batch_cost: 2.1262 data_cost: 0.0010 ips: 13.1692 images/s [11/17 08:19:08] ppdet.engine INFO: Epoch: [62] [ 620/3251] learning_rate: 0.062631 loss_vfl: 0.776421 loss_bbox: 0.257722 loss_dfl: 0.179926 loss: 1.253590 eta: 3 days, 2:21:42 batch_cost: 2.2033 data_cost: 0.0009 ips: 12.7083 images/s [11/17 08:19:54] ppdet.engine INFO: Epoch: [62] [ 640/3251] learning_rate: 0.062613 loss_vfl: 0.784066 loss_bbox: 0.264904 loss_dfl: 0.183919 loss: 1.238865 eta: 3 days, 2:20:59 batch_cost: 2.1859 data_cost: 0.0010 ips: 12.8092 images/s [11/17 08:20:41] ppdet.engine INFO: Epoch: [62] [ 660/3251] learning_rate: 0.062595 loss_vfl: 0.798796 loss_bbox: 0.298168 loss_dfl: 0.192392 loss: 1.288095 eta: 3 days, 2:20:15 batch_cost: 2.1919 data_cost: 0.0010 ips: 12.7741 images/s [11/17 08:21:27] ppdet.engine INFO: Epoch: [62] [ 680/3251] learning_rate: 0.062577 loss_vfl: 0.798873 loss_bbox: 0.280718 loss_dfl: 0.194656 loss: 1.273180 eta: 3 days, 2:19:32 batch_cost: 2.1844 data_cost: 0.0009 ips: 12.8180 images/s [11/17 08:22:15] ppdet.engine INFO: Epoch: [62] [ 700/3251] learning_rate: 0.062559 loss_vfl: 0.770691 loss_bbox: 0.269577 loss_dfl: 0.181714 loss: 1.221806 eta: 3 days, 2:18:48 batch_cost: 2.1536 data_cost: 0.0011 ips: 13.0013 images/s [11/17 08:23:02] ppdet.engine INFO: Epoch: [62] [ 720/3251] learning_rate: 0.062542 loss_vfl: 0.767381 loss_bbox: 0.272538 loss_dfl: 0.187821 loss: 1.244091 eta: 3 days, 2:18:05 batch_cost: 2.1968 data_cost: 0.0009 ips: 12.7459 images/s [11/17 08:23:49] ppdet.engine INFO: Epoch: [62] [ 740/3251] learning_rate: 0.062524 loss_vfl: 0.773588 loss_bbox: 0.302895 loss_dfl: 0.200356 loss: 1.280975 eta: 3 days, 2:17:21 batch_cost: 2.1379 data_cost: 0.0010 ips: 13.0970 images/s [11/17 08:24:37] ppdet.engine INFO: Epoch: [62] [ 760/3251] learning_rate: 0.062506 loss_vfl: 0.795137 loss_bbox: 0.269159 loss_dfl: 0.184888 loss: 1.242491 eta: 3 days, 2:16:38 batch_cost: 2.2836 data_cost: 0.0011 ips: 12.2614 images/s [11/17 08:25:23] ppdet.engine INFO: Epoch: [62] [ 780/3251] learning_rate: 0.062488 loss_vfl: 0.762241 loss_bbox: 0.296399 loss_dfl: 0.190704 loss: 1.273170 eta: 3 days, 2:15:54 batch_cost: 2.1519 data_cost: 0.0030 ips: 13.0120 images/s [11/17 08:26:09] ppdet.engine INFO: Epoch: [62] [ 800/3251] learning_rate: 0.062470 loss_vfl: 0.773821 loss_bbox: 0.287576 loss_dfl: 0.199710 loss: 1.266259 eta: 3 days, 2:15:11 batch_cost: 2.1897 data_cost: 0.0010 ips: 12.7873 images/s [11/17 08:26:57] ppdet.engine INFO: Epoch: [62] [ 820/3251] learning_rate: 0.062452 loss_vfl: 0.798918 loss_bbox: 0.263559 loss_dfl: 0.182271 loss: 1.255071 eta: 3 days, 2:14:28 batch_cost: 2.2470 data_cost: 0.0040 ips: 12.4613 images/s [11/17 08:27:44] ppdet.engine INFO: Epoch: [62] [ 840/3251] learning_rate: 0.062434 loss_vfl: 0.771762 loss_bbox: 0.283891 loss_dfl: 0.185399 loss: 1.227163 eta: 3 days, 2:13:45 batch_cost: 2.2038 data_cost: 0.0011 ips: 12.7051 images/s [11/17 08:28:30] ppdet.engine INFO: Epoch: [62] [ 860/3251] learning_rate: 0.062416 loss_vfl: 0.813560 loss_bbox: 0.264007 loss_dfl: 0.178910 loss: 1.258126 eta: 3 days, 2:13:02 batch_cost: 2.1806 data_cost: 0.0010 ips: 12.8404 images/s [11/17 08:29:16] ppdet.engine INFO: Epoch: [62] [ 880/3251] learning_rate: 0.062398 loss_vfl: 0.793367 loss_bbox: 0.248537 loss_dfl: 0.166614 loss: 1.220856 eta: 3 days, 2:12:18 batch_cost: 2.1798 data_cost: 0.0010 ips: 12.8449 images/s [11/17 08:30:02] ppdet.engine INFO: Epoch: [62] [ 900/3251] learning_rate: 0.062380 loss_vfl: 0.779316 loss_bbox: 0.267825 loss_dfl: 0.180965 loss: 1.229930 eta: 3 days, 2:11:35 batch_cost: 2.1828 data_cost: 0.0084 ips: 12.8276 images/s [11/17 08:30:49] ppdet.engine INFO: Epoch: [62] [ 920/3251] learning_rate: 0.062362 loss_vfl: 0.785083 loss_bbox: 0.285318 loss_dfl: 0.187185 loss: 1.230201 eta: 3 days, 2:10:51 batch_cost: 2.2201 data_cost: 0.0009 ips: 12.6123 images/s [11/17 08:31:36] ppdet.engine INFO: Epoch: [62] [ 940/3251] learning_rate: 0.062344 loss_vfl: 0.789255 loss_bbox: 0.304968 loss_dfl: 0.194514 loss: 1.295638 eta: 3 days, 2:10:09 batch_cost: 2.2445 data_cost: 0.0010 ips: 12.4751 images/s [11/17 08:32:23] ppdet.engine INFO: Epoch: [62] [ 960/3251] learning_rate: 0.062327 loss_vfl: 0.790767 loss_bbox: 0.245192 loss_dfl: 0.169855 loss: 1.200444 eta: 3 days, 2:09:26 batch_cost: 2.2208 data_cost: 0.0010 ips: 12.6078 images/s [11/17 08:33:08] ppdet.engine INFO: Epoch: [62] [ 980/3251] learning_rate: 0.062309 loss_vfl: 0.781051 loss_bbox: 0.296195 loss_dfl: 0.185899 loss: 1.280497 eta: 3 days, 2:08:41 batch_cost: 2.0779 data_cost: 0.0011 ips: 13.4754 images/s [11/17 08:33:58] ppdet.engine INFO: Epoch: [62] [1000/3251] learning_rate: 0.062291 loss_vfl: 0.790114 loss_bbox: 0.308178 loss_dfl: 0.193090 loss: 1.282699 eta: 3 days, 2:07:59 batch_cost: 2.3349 data_cost: 0.0009 ips: 11.9917 images/s [11/17 08:34:45] ppdet.engine INFO: Epoch: [62] [1020/3251] learning_rate: 0.062273 loss_vfl: 0.803203 loss_bbox: 0.267584 loss_dfl: 0.174061 loss: 1.257162 eta: 3 days, 2:07:16 batch_cost: 2.2255 data_cost: 0.0010 ips: 12.5815 images/s [11/17 08:35:31] ppdet.engine INFO: Epoch: [62] [1040/3251] learning_rate: 0.062255 loss_vfl: 0.774893 loss_bbox: 0.261628 loss_dfl: 0.190874 loss: 1.251288 eta: 3 days, 2:06:33 batch_cost: 2.1754 data_cost: 0.0011 ips: 12.8713 images/s [11/17 08:36:16] ppdet.engine INFO: Epoch: [62] [1060/3251] learning_rate: 0.062237 loss_vfl: 0.804647 loss_bbox: 0.287620 loss_dfl: 0.193854 loss: 1.266505 eta: 3 days, 2:05:49 batch_cost: 2.1798 data_cost: 0.0009 ips: 12.8452 images/s [11/17 08:37:03] ppdet.engine INFO: Epoch: [62] [1080/3251] learning_rate: 0.062219 loss_vfl: 0.801634 loss_bbox: 0.242467 loss_dfl: 0.171413 loss: 1.231861 eta: 3 days, 2:05:06 batch_cost: 2.1723 data_cost: 0.0011 ips: 12.8895 images/s [11/17 08:37:50] ppdet.engine INFO: Epoch: [62] [1100/3251] learning_rate: 0.062201 loss_vfl: 0.796344 loss_bbox: 0.285386 loss_dfl: 0.192709 loss: 1.275524 eta: 3 days, 2:04:23 batch_cost: 2.2327 data_cost: 0.0009 ips: 12.5408 images/s [11/17 08:38:36] ppdet.engine INFO: Epoch: [62] [1120/3251] learning_rate: 0.062183 loss_vfl: 0.766863 loss_bbox: 0.277226 loss_dfl: 0.181952 loss: 1.227497 eta: 3 days, 2:03:38 batch_cost: 2.0884 data_cost: 0.0010 ips: 13.4072 images/s [11/17 08:39:20] ppdet.engine INFO: Epoch: [62] [1140/3251] learning_rate: 0.062166 loss_vfl: 0.808864 loss_bbox: 0.270521 loss_dfl: 0.181267 loss: 1.262156 eta: 3 days, 2:02:53 batch_cost: 2.0523 data_cost: 0.0010 ips: 13.6435 images/s [11/17 08:40:06] ppdet.engine INFO: Epoch: [62] [1160/3251] learning_rate: 0.062148 loss_vfl: 0.796974 loss_bbox: 0.294415 loss_dfl: 0.192341 loss: 1.267091 eta: 3 days, 2:02:10 batch_cost: 2.1943 data_cost: 0.0013 ips: 12.7605 images/s [11/17 08:40:53] ppdet.engine INFO: Epoch: [62] [1180/3251] learning_rate: 0.062130 loss_vfl: 0.767257 loss_bbox: 0.284546 loss_dfl: 0.197422 loss: 1.250043 eta: 3 days, 2:01:26 batch_cost: 2.2069 data_cost: 0.0013 ips: 12.6875 images/s [11/17 08:41:42] ppdet.engine INFO: Epoch: [62] [1200/3251] learning_rate: 0.062112 loss_vfl: 0.792526 loss_bbox: 0.259442 loss_dfl: 0.171598 loss: 1.260417 eta: 3 days, 2:00:45 batch_cost: 2.3231 data_cost: 0.0010 ips: 12.0529 images/s [11/17 08:42:31] ppdet.engine INFO: Epoch: [62] [1220/3251] learning_rate: 0.062094 loss_vfl: 0.798076 loss_bbox: 0.239816 loss_dfl: 0.171949 loss: 1.228099 eta: 3 days, 2:00:02 batch_cost: 2.3010 data_cost: 0.0010 ips: 12.1686 images/s [11/17 08:43:18] ppdet.engine INFO: Epoch: [62] [1240/3251] learning_rate: 0.062076 loss_vfl: 0.767689 loss_bbox: 0.272340 loss_dfl: 0.178216 loss: 1.242670 eta: 3 days, 1:59:19 batch_cost: 2.1646 data_cost: 0.0010 ips: 12.9355 images/s [11/17 08:44:04] ppdet.engine INFO: Epoch: [62] [1260/3251] learning_rate: 0.062058 loss_vfl: 0.782838 loss_bbox: 0.271505 loss_dfl: 0.182035 loss: 1.235580 eta: 3 days, 1:58:35 batch_cost: 2.1605 data_cost: 0.0014 ips: 12.9598 images/s [11/17 08:44:49] ppdet.engine INFO: Epoch: [62] [1280/3251] learning_rate: 0.062040 loss_vfl: 0.790588 loss_bbox: 0.261481 loss_dfl: 0.176100 loss: 1.224103 eta: 3 days, 1:57:51 batch_cost: 2.1244 data_cost: 0.0011 ips: 13.1803 images/s [11/17 08:45:37] ppdet.engine INFO: Epoch: [62] [1300/3251] learning_rate: 0.062022 loss_vfl: 0.788953 loss_bbox: 0.262250 loss_dfl: 0.180255 loss: 1.228594 eta: 3 days, 1:57:09 batch_cost: 2.3435 data_cost: 0.0009 ips: 11.9478 images/s [11/17 08:46:25] ppdet.engine INFO: Epoch: [62] [1320/3251] learning_rate: 0.062005 loss_vfl: 0.759416 loss_bbox: 0.296923 loss_dfl: 0.190298 loss: 1.241688 eta: 3 days, 1:56:27 batch_cost: 2.2599 data_cost: 0.0010 ips: 12.3897 images/s [11/17 08:47:13] ppdet.engine INFO: Epoch: [62] [1340/3251] learning_rate: 0.061987 loss_vfl: 0.779458 loss_bbox: 0.265204 loss_dfl: 0.170498 loss: 1.232692 eta: 3 days, 1:55:44 batch_cost: 2.2765 data_cost: 0.0010 ips: 12.2997 images/s [11/17 08:48:00] ppdet.engine INFO: Epoch: [62] [1360/3251] learning_rate: 0.061969 loss_vfl: 0.776656 loss_bbox: 0.300417 loss_dfl: 0.189782 loss: 1.260628 eta: 3 days, 1:55:00 batch_cost: 2.1095 data_cost: 0.0014 ips: 13.2731 images/s [11/17 08:48:46] ppdet.engine INFO: Epoch: [62] [1380/3251] learning_rate: 0.061951 loss_vfl: 0.784692 loss_bbox: 0.259668 loss_dfl: 0.184301 loss: 1.220729 eta: 3 days, 1:54:16 batch_cost: 2.1769 data_cost: 0.0010 ips: 12.8623 images/s [11/17 08:49:34] ppdet.engine INFO: Epoch: [62] [1400/3251] learning_rate: 0.061933 loss_vfl: 0.793222 loss_bbox: 0.268648 loss_dfl: 0.180204 loss: 1.220591 eta: 3 days, 1:53:34 batch_cost: 2.2533 data_cost: 0.0010 ips: 12.4263 images/s [11/17 08:50:18] ppdet.engine INFO: Epoch: [62] [1420/3251] learning_rate: 0.061915 loss_vfl: 0.768244 loss_bbox: 0.274871 loss_dfl: 0.188764 loss: 1.270246 eta: 3 days, 1:52:49 batch_cost: 2.1172 data_cost: 0.0011 ips: 13.2251 images/s [11/17 08:51:03] ppdet.engine INFO: Epoch: [62] [1440/3251] learning_rate: 0.061897 loss_vfl: 0.789674 loss_bbox: 0.278750 loss_dfl: 0.181295 loss: 1.230952 eta: 3 days, 1:52:05 batch_cost: 2.0992 data_cost: 0.0011 ips: 13.3386 images/s [11/17 08:51:50] ppdet.engine INFO: Epoch: [62] [1460/3251] learning_rate: 0.061879 loss_vfl: 0.803683 loss_bbox: 0.240678 loss_dfl: 0.160768 loss: 1.190862 eta: 3 days, 1:51:21 batch_cost: 2.1624 data_cost: 0.0010 ips: 12.9488 images/s [11/17 08:52:37] ppdet.engine INFO: Epoch: [62] [1480/3251] learning_rate: 0.061862 loss_vfl: 0.809991 loss_bbox: 0.252699 loss_dfl: 0.176430 loss: 1.215108 eta: 3 days, 1:50:38 batch_cost: 2.2297 data_cost: 0.0015 ips: 12.5580 images/s [11/17 08:53:24] ppdet.engine INFO: Epoch: [62] [1500/3251] learning_rate: 0.061844 loss_vfl: 0.792284 loss_bbox: 0.302159 loss_dfl: 0.206348 loss: 1.268259 eta: 3 days, 1:49:56 batch_cost: 2.2568 data_cost: 0.0012 ips: 12.4068 images/s [11/17 08:54:11] ppdet.engine INFO: Epoch: [62] [1520/3251] learning_rate: 0.061826 loss_vfl: 0.789777 loss_bbox: 0.264783 loss_dfl: 0.182013 loss: 1.231655 eta: 3 days, 1:49:13 batch_cost: 2.2230 data_cost: 0.0010 ips: 12.5954 images/s [11/17 08:54:59] ppdet.engine INFO: Epoch: [62] [1540/3251] learning_rate: 0.061808 loss_vfl: 0.804899 loss_bbox: 0.274858 loss_dfl: 0.177847 loss: 1.248428 eta: 3 days, 1:48:30 batch_cost: 2.2839 data_cost: 0.0010 ips: 12.2599 images/s [11/17 08:55:45] ppdet.engine INFO: Epoch: [62] [1560/3251] learning_rate: 0.061790 loss_vfl: 0.773448 loss_bbox: 0.292825 loss_dfl: 0.187910 loss: 1.270979 eta: 3 days, 1:47:47 batch_cost: 2.1709 data_cost: 0.0009 ips: 12.8976 images/s [11/17 08:56:32] ppdet.engine INFO: Epoch: [62] [1580/3251] learning_rate: 0.061772 loss_vfl: 0.769916 loss_bbox: 0.278267 loss_dfl: 0.180579 loss: 1.242216 eta: 3 days, 1:47:03 batch_cost: 2.1469 data_cost: 0.0011 ips: 13.0421 images/s [11/17 08:57:19] ppdet.engine INFO: Epoch: [62] [1600/3251] learning_rate: 0.061754 loss_vfl: 0.791160 loss_bbox: 0.268918 loss_dfl: 0.177332 loss: 1.212323 eta: 3 days, 1:46:20 batch_cost: 2.2587 data_cost: 0.0011 ips: 12.3966 images/s [11/17 08:58:07] ppdet.engine INFO: Epoch: [62] [1620/3251] learning_rate: 0.061737 loss_vfl: 0.783795 loss_bbox: 0.262955 loss_dfl: 0.180815 loss: 1.212537 eta: 3 days, 1:45:38 batch_cost: 2.2620 data_cost: 0.0011 ips: 12.3785 images/s [11/17 08:58:54] ppdet.engine INFO: Epoch: [62] [1640/3251] learning_rate: 0.061719 loss_vfl: 0.797733 loss_bbox: 0.241019 loss_dfl: 0.170276 loss: 1.207045 eta: 3 days, 1:44:55 batch_cost: 2.2328 data_cost: 0.0009 ips: 12.5401 images/s [11/17 08:59:40] ppdet.engine INFO: Epoch: [62] [1660/3251] learning_rate: 0.061701 loss_vfl: 0.802900 loss_bbox: 0.242960 loss_dfl: 0.166913 loss: 1.211598 eta: 3 days, 1:44:12 batch_cost: 2.2313 data_cost: 0.0010 ips: 12.5487 images/s [11/17 09:00:28] ppdet.engine INFO: Epoch: [62] [1680/3251] learning_rate: 0.061683 loss_vfl: 0.785870 loss_bbox: 0.277979 loss_dfl: 0.181952 loss: 1.254120 eta: 3 days, 1:43:29 batch_cost: 2.2723 data_cost: 0.0010 ips: 12.3225 images/s [11/17 09:01:14] ppdet.engine INFO: Epoch: [62] [1700/3251] learning_rate: 0.061665 loss_vfl: 0.800000 loss_bbox: 0.275530 loss_dfl: 0.182088 loss: 1.252219 eta: 3 days, 1:42:45 batch_cost: 2.1588 data_cost: 0.0010 ips: 12.9699 images/s [11/17 09:02:01] ppdet.engine INFO: Epoch: [62] [1720/3251] learning_rate: 0.061647 loss_vfl: 0.806998 loss_bbox: 0.280835 loss_dfl: 0.188231 loss: 1.276955 eta: 3 days, 1:42:03 batch_cost: 2.2323 data_cost: 0.0009 ips: 12.5432 images/s [11/17 09:02:47] ppdet.engine INFO: Epoch: [62] [1740/3251] learning_rate: 0.061629 loss_vfl: 0.795459 loss_bbox: 0.259180 loss_dfl: 0.171004 loss: 1.248267 eta: 3 days, 1:41:19 batch_cost: 2.1578 data_cost: 0.0009 ips: 12.9762 images/s [11/17 09:03:33] ppdet.engine INFO: Epoch: [62] [1760/3251] learning_rate: 0.061612 loss_vfl: 0.769951 loss_bbox: 0.260651 loss_dfl: 0.181467 loss: 1.216818 eta: 3 days, 1:40:35 batch_cost: 2.1818 data_cost: 0.0009 ips: 12.8333 images/s [11/17 09:04:18] ppdet.engine INFO: Epoch: [62] [1780/3251] learning_rate: 0.061594 loss_vfl: 0.759196 loss_bbox: 0.262305 loss_dfl: 0.166478 loss: 1.185985 eta: 3 days, 1:39:50 batch_cost: 2.0771 data_cost: 0.0010 ips: 13.4805 images/s [11/17 09:05:07] ppdet.engine INFO: Epoch: [62] [1800/3251] learning_rate: 0.061576 loss_vfl: 0.786502 loss_bbox: 0.304205 loss_dfl: 0.189481 loss: 1.281507 eta: 3 days, 1:39:08 batch_cost: 2.2689 data_cost: 0.0012 ips: 12.3408 images/s [11/17 09:05:55] ppdet.engine INFO: Epoch: [62] [1820/3251] learning_rate: 0.061558 loss_vfl: 0.800264 loss_bbox: 0.291579 loss_dfl: 0.192429 loss: 1.300563 eta: 3 days, 1:38:25 batch_cost: 2.2275 data_cost: 0.0010 ips: 12.5703 images/s [11/17 09:06:40] ppdet.engine INFO: Epoch: [62] [1840/3251] learning_rate: 0.061540 loss_vfl: 0.800005 loss_bbox: 0.292685 loss_dfl: 0.183689 loss: 1.265842 eta: 3 days, 1:37:41 batch_cost: 2.1216 data_cost: 0.0009 ips: 13.1978 images/s [11/17 09:07:27] ppdet.engine INFO: Epoch: [62] [1860/3251] learning_rate: 0.061522 loss_vfl: 0.780724 loss_bbox: 0.261512 loss_dfl: 0.182566 loss: 1.234501 eta: 3 days, 1:36:58 batch_cost: 2.2109 data_cost: 0.0011 ips: 12.6647 images/s [11/17 09:08:15] ppdet.engine INFO: Epoch: [62] [1880/3251] learning_rate: 0.061505 loss_vfl: 0.795547 loss_bbox: 0.268947 loss_dfl: 0.178717 loss: 1.241262 eta: 3 days, 1:36:15 batch_cost: 2.2427 data_cost: 0.0011 ips: 12.4848 images/s [11/17 09:09:01] ppdet.engine INFO: Epoch: [62] [1900/3251] learning_rate: 0.061487 loss_vfl: 0.777349 loss_bbox: 0.260181 loss_dfl: 0.175213 loss: 1.194924 eta: 3 days, 1:35:31 batch_cost: 2.1726 data_cost: 0.0009 ips: 12.8879 images/s [11/17 09:09:45] ppdet.engine INFO: Epoch: [62] [1920/3251] learning_rate: 0.061469 loss_vfl: 0.773519 loss_bbox: 0.308809 loss_dfl: 0.194373 loss: 1.285273 eta: 3 days, 1:34:46 batch_cost: 2.0488 data_cost: 0.0009 ips: 13.6666 images/s [11/17 09:10:32] ppdet.engine INFO: Epoch: [62] [1940/3251] learning_rate: 0.061451 loss_vfl: 0.778849 loss_bbox: 0.260862 loss_dfl: 0.175572 loss: 1.252288 eta: 3 days, 1:34:03 batch_cost: 2.2514 data_cost: 0.0009 ips: 12.4370 images/s [11/17 09:11:20] ppdet.engine INFO: Epoch: [62] [1960/3251] learning_rate: 0.061433 loss_vfl: 0.799512 loss_bbox: 0.249630 loss_dfl: 0.174327 loss: 1.184736 eta: 3 days, 1:33:20 batch_cost: 2.1925 data_cost: 0.0009 ips: 12.7707 images/s [11/17 09:12:08] ppdet.engine INFO: Epoch: [62] [1980/3251] learning_rate: 0.061415 loss_vfl: 0.793175 loss_bbox: 0.262624 loss_dfl: 0.184777 loss: 1.259909 eta: 3 days, 1:32:38 batch_cost: 2.2967 data_cost: 0.0010 ips: 12.1917 images/s [11/17 09:12:56] ppdet.engine INFO: Epoch: [62] [2000/3251] learning_rate: 0.061398 loss_vfl: 0.793136 loss_bbox: 0.289946 loss_dfl: 0.189593 loss: 1.275496 eta: 3 days, 1:31:55 batch_cost: 2.1999 data_cost: 0.0015 ips: 12.7281 images/s [11/17 09:13:41] ppdet.engine INFO: Epoch: [62] [2020/3251] learning_rate: 0.061380 loss_vfl: 0.796056 loss_bbox: 0.269990 loss_dfl: 0.184235 loss: 1.240539 eta: 3 days, 1:31:10 batch_cost: 2.0677 data_cost: 0.0022 ips: 13.5413 images/s [11/17 09:14:28] ppdet.engine INFO: Epoch: [62] [2040/3251] learning_rate: 0.061362 loss_vfl: 0.794101 loss_bbox: 0.287519 loss_dfl: 0.188725 loss: 1.286153 eta: 3 days, 1:30:26 batch_cost: 2.1758 data_cost: 0.0010 ips: 12.8688 images/s [11/17 09:15:16] ppdet.engine INFO: Epoch: [62] [2060/3251] learning_rate: 0.061344 loss_vfl: 0.785003 loss_bbox: 0.256639 loss_dfl: 0.176225 loss: 1.213403 eta: 3 days, 1:29:43 batch_cost: 2.1767 data_cost: 0.0009 ips: 12.8633 images/s [11/17 09:16:04] ppdet.engine INFO: Epoch: [62] [2080/3251] learning_rate: 0.061326 loss_vfl: 0.797640 loss_bbox: 0.293393 loss_dfl: 0.188589 loss: 1.265141 eta: 3 days, 1:28:59 batch_cost: 2.1904 data_cost: 0.0010 ips: 12.7833 images/s [11/17 09:16:50] ppdet.engine INFO: Epoch: [62] [2100/3251] learning_rate: 0.061308 loss_vfl: 0.777652 loss_bbox: 0.284585 loss_dfl: 0.188085 loss: 1.265393 eta: 3 days, 1:28:15 batch_cost: 2.1575 data_cost: 0.0013 ips: 12.9781 images/s [11/17 09:17:38] ppdet.engine INFO: Epoch: [62] [2120/3251] learning_rate: 0.061291 loss_vfl: 0.796270 loss_bbox: 0.279323 loss_dfl: 0.179899 loss: 1.249304 eta: 3 days, 1:27:33 batch_cost: 2.2689 data_cost: 0.0010 ips: 12.3407 images/s [11/17 09:18:23] ppdet.engine INFO: Epoch: [62] [2140/3251] learning_rate: 0.061273 loss_vfl: 0.816963 loss_bbox: 0.283659 loss_dfl: 0.185120 loss: 1.278891 eta: 3 days, 1:26:48 batch_cost: 2.1032 data_cost: 0.0010 ips: 13.3129 images/s [11/17 09:19:10] ppdet.engine INFO: Epoch: [62] [2160/3251] learning_rate: 0.061255 loss_vfl: 0.784260 loss_bbox: 0.289802 loss_dfl: 0.191908 loss: 1.267783 eta: 3 days, 1:26:05 batch_cost: 2.1951 data_cost: 0.0009 ips: 12.7556 images/s [11/17 09:19:59] ppdet.engine INFO: Epoch: [62] [2180/3251] learning_rate: 0.061237 loss_vfl: 0.798405 loss_bbox: 0.252072 loss_dfl: 0.180173 loss: 1.219740 eta: 3 days, 1:25:23 batch_cost: 2.3248 data_cost: 0.0012 ips: 12.0442 images/s [11/17 09:20:46] ppdet.engine INFO: Epoch: [62] [2200/3251] learning_rate: 0.061219 loss_vfl: 0.796820 loss_bbox: 0.261136 loss_dfl: 0.174962 loss: 1.229158 eta: 3 days, 1:24:40 batch_cost: 2.2339 data_cost: 0.0014 ips: 12.5343 images/s [11/17 09:21:34] ppdet.engine INFO: Epoch: [62] [2220/3251] learning_rate: 0.061202 loss_vfl: 0.802884 loss_bbox: 0.266628 loss_dfl: 0.177684 loss: 1.270788 eta: 3 days, 1:23:58 batch_cost: 2.3152 data_cost: 0.0011 ips: 12.0938 images/s [11/17 09:22:21] ppdet.engine INFO: Epoch: [62] [2240/3251] learning_rate: 0.061184 loss_vfl: 0.776965 loss_bbox: 0.243100 loss_dfl: 0.170381 loss: 1.170818 eta: 3 days, 1:23:15 batch_cost: 2.2161 data_cost: 0.0013 ips: 12.6346 images/s [11/17 09:23:06] ppdet.engine INFO: Epoch: [62] [2260/3251] learning_rate: 0.061166 loss_vfl: 0.792416 loss_bbox: 0.278380 loss_dfl: 0.187335 loss: 1.279760 eta: 3 days, 1:22:31 batch_cost: 2.1199 data_cost: 0.0010 ips: 13.2084 images/s [11/17 09:23:52] ppdet.engine INFO: Epoch: [62] [2280/3251] learning_rate: 0.061148 loss_vfl: 0.783960 loss_bbox: 0.258102 loss_dfl: 0.186248 loss: 1.245174 eta: 3 days, 1:21:47 batch_cost: 2.1173 data_cost: 0.0014 ips: 13.2241 images/s [11/17 09:24:38] ppdet.engine INFO: Epoch: [62] [2300/3251] learning_rate: 0.061130 loss_vfl: 0.804803 loss_bbox: 0.285273 loss_dfl: 0.189666 loss: 1.273531 eta: 3 days, 1:21:03 batch_cost: 2.1963 data_cost: 0.0010 ips: 12.7487 images/s [11/17 09:25:27] ppdet.engine INFO: Epoch: [62] [2320/3251] learning_rate: 0.061112 loss_vfl: 0.802099 loss_bbox: 0.239598 loss_dfl: 0.157302 loss: 1.172425 eta: 3 days, 1:20:22 batch_cost: 2.3375 data_cost: 0.0113 ips: 11.9787 images/s [11/17 09:26:14] ppdet.engine INFO: Epoch: [62] [2340/3251] learning_rate: 0.061095 loss_vfl: 0.812112 loss_bbox: 0.279778 loss_dfl: 0.200664 loss: 1.299063 eta: 3 days, 1:19:39 batch_cost: 2.2398 data_cost: 0.0010 ips: 12.5010 images/s [11/17 09:27:02] ppdet.engine INFO: Epoch: [62] [2360/3251] learning_rate: 0.061077 loss_vfl: 0.778609 loss_bbox: 0.240611 loss_dfl: 0.167729 loss: 1.226161 eta: 3 days, 1:18:56 batch_cost: 2.2292 data_cost: 0.0010 ips: 12.5606 images/s [11/17 09:27:51] ppdet.engine INFO: Epoch: [62] [2380/3251] learning_rate: 0.061059 loss_vfl: 0.767710 loss_bbox: 0.285619 loss_dfl: 0.194747 loss: 1.217576 eta: 3 days, 1:18:14 batch_cost: 2.3049 data_cost: 0.0009 ips: 12.1482 images/s [11/17 09:28:39] ppdet.engine INFO: Epoch: [62] [2400/3251] learning_rate: 0.061041 loss_vfl: 0.789069 loss_bbox: 0.289073 loss_dfl: 0.190897 loss: 1.275253 eta: 3 days, 1:17:31 batch_cost: 2.2737 data_cost: 0.0009 ips: 12.3148 images/s [11/17 09:29:24] ppdet.engine INFO: Epoch: [62] [2420/3251] learning_rate: 0.061023 loss_vfl: 0.795877 loss_bbox: 0.286346 loss_dfl: 0.194203 loss: 1.289870 eta: 3 days, 1:16:47 batch_cost: 2.1277 data_cost: 0.0014 ips: 13.1598 images/s [11/17 09:30:13] ppdet.engine INFO: Epoch: [62] [2440/3251] learning_rate: 0.061006 loss_vfl: 0.789605 loss_bbox: 0.274792 loss_dfl: 0.193438 loss: 1.268249 eta: 3 days, 1:16:05 batch_cost: 2.3200 data_cost: 0.0010 ips: 12.0692 images/s [11/17 09:30:58] ppdet.engine INFO: Epoch: [62] [2460/3251] learning_rate: 0.060988 loss_vfl: 0.791704 loss_bbox: 0.269514 loss_dfl: 0.184181 loss: 1.231562 eta: 3 days, 1:15:22 batch_cost: 2.2006 data_cost: 0.0009 ips: 12.7239 images/s [11/17 09:31:46] ppdet.engine INFO: Epoch: [62] [2480/3251] learning_rate: 0.060970 loss_vfl: 0.798061 loss_bbox: 0.301019 loss_dfl: 0.193897 loss: 1.274198 eta: 3 days, 1:14:40 batch_cost: 2.2850 data_cost: 0.0011 ips: 12.2539 images/s [11/17 09:32:34] ppdet.engine INFO: Epoch: [62] [2500/3251] learning_rate: 0.060952 loss_vfl: 0.798620 loss_bbox: 0.279587 loss_dfl: 0.180266 loss: 1.246627 eta: 3 days, 1:13:56 batch_cost: 2.1831 data_cost: 0.0018 ips: 12.8260 images/s [11/17 09:33:21] ppdet.engine INFO: Epoch: [62] [2520/3251] learning_rate: 0.060934 loss_vfl: 0.794538 loss_bbox: 0.298831 loss_dfl: 0.204812 loss: 1.306077 eta: 3 days, 1:13:13 batch_cost: 2.2005 data_cost: 0.0016 ips: 12.7242 images/s [11/17 09:34:09] ppdet.engine INFO: Epoch: [62] [2540/3251] learning_rate: 0.060917 loss_vfl: 0.777964 loss_bbox: 0.254652 loss_dfl: 0.192484 loss: 1.220630 eta: 3 days, 1:12:30 batch_cost: 2.2440 data_cost: 0.0010 ips: 12.4778 images/s [11/17 09:34:55] ppdet.engine INFO: Epoch: [62] [2560/3251] learning_rate: 0.060899 loss_vfl: 0.786370 loss_bbox: 0.253464 loss_dfl: 0.175387 loss: 1.190173 eta: 3 days, 1:11:46 batch_cost: 2.1589 data_cost: 0.0010 ips: 12.9698 images/s [11/17 09:35:42] ppdet.engine INFO: Epoch: [62] [2580/3251] learning_rate: 0.060881 loss_vfl: 0.787288 loss_bbox: 0.251382 loss_dfl: 0.166302 loss: 1.214604 eta: 3 days, 1:11:03 batch_cost: 2.2035 data_cost: 0.0010 ips: 12.7070 images/s [11/17 09:36:29] ppdet.engine INFO: Epoch: [62] [2600/3251] learning_rate: 0.060863 loss_vfl: 0.780509 loss_bbox: 0.258628 loss_dfl: 0.176830 loss: 1.213643 eta: 3 days, 1:10:20 batch_cost: 2.2198 data_cost: 0.0011 ips: 12.6136 images/s [11/17 09:37:14] ppdet.engine INFO: Epoch: [62] [2620/3251] learning_rate: 0.060846 loss_vfl: 0.795060 loss_bbox: 0.296321 loss_dfl: 0.195642 loss: 1.307725 eta: 3 days, 1:09:36 batch_cost: 2.1403 data_cost: 0.0022 ips: 13.0826 images/s [11/17 09:38:01] ppdet.engine INFO: Epoch: [62] [2640/3251] learning_rate: 0.060828 loss_vfl: 0.788893 loss_bbox: 0.269425 loss_dfl: 0.186912 loss: 1.241298 eta: 3 days, 1:08:53 batch_cost: 2.2023 data_cost: 0.0009 ips: 12.7142 images/s [11/17 09:38:47] ppdet.engine INFO: Epoch: [62] [2660/3251] learning_rate: 0.060810 loss_vfl: 0.777102 loss_bbox: 0.268986 loss_dfl: 0.177563 loss: 1.229542 eta: 3 days, 1:08:09 batch_cost: 2.1657 data_cost: 0.0009 ips: 12.9290 images/s [11/17 09:39:34] ppdet.engine INFO: Epoch: [62] [2680/3251] learning_rate: 0.060792 loss_vfl: 0.828702 loss_bbox: 0.271692 loss_dfl: 0.175630 loss: 1.257227 eta: 3 days, 1:07:26 batch_cost: 2.2451 data_cost: 0.0010 ips: 12.4713 images/s [11/17 09:40:23] ppdet.engine INFO: Epoch: [62] [2700/3251] learning_rate: 0.060774 loss_vfl: 0.791128 loss_bbox: 0.273768 loss_dfl: 0.189884 loss: 1.231176 eta: 3 days, 1:06:45 batch_cost: 2.3446 data_cost: 0.0010 ips: 11.9425 images/s [11/17 09:41:10] ppdet.engine INFO: Epoch: [62] [2720/3251] learning_rate: 0.060757 loss_vfl: 0.782114 loss_bbox: 0.294770 loss_dfl: 0.188154 loss: 1.286494 eta: 3 days, 1:06:02 batch_cost: 2.2428 data_cost: 0.0010 ips: 12.4845 images/s [11/17 09:41:59] ppdet.engine INFO: Epoch: [62] [2740/3251] learning_rate: 0.060739 loss_vfl: 0.765469 loss_bbox: 0.254949 loss_dfl: 0.163114 loss: 1.189369 eta: 3 days, 1:05:20 batch_cost: 2.2873 data_cost: 0.0010 ips: 12.2418 images/s [11/17 09:42:44] ppdet.engine INFO: Epoch: [62] [2760/3251] learning_rate: 0.060721 loss_vfl: 0.783773 loss_bbox: 0.271785 loss_dfl: 0.189281 loss: 1.259150 eta: 3 days, 1:04:36 batch_cost: 2.1283 data_cost: 0.0009 ips: 13.1563 images/s [11/17 09:43:32] ppdet.engine INFO: Epoch: [62] [2780/3251] learning_rate: 0.060703 loss_vfl: 0.800508 loss_bbox: 0.280037 loss_dfl: 0.185809 loss: 1.270916 eta: 3 days, 1:03:54 batch_cost: 2.3147 data_cost: 0.0015 ips: 12.0967 images/s [11/17 09:44:17] ppdet.engine INFO: Epoch: [62] [2800/3251] learning_rate: 0.060686 loss_vfl: 0.802324 loss_bbox: 0.244336 loss_dfl: 0.165745 loss: 1.239857 eta: 3 days, 1:03:08 batch_cost: 2.0442 data_cost: 0.0017 ips: 13.6973 images/s [11/17 09:45:04] ppdet.engine INFO: Epoch: [62] [2820/3251] learning_rate: 0.060668 loss_vfl: 0.779010 loss_bbox: 0.281880 loss_dfl: 0.196729 loss: 1.284290 eta: 3 days, 1:02:26 batch_cost: 2.2748 data_cost: 0.0019 ips: 12.3086 images/s [11/17 09:45:51] ppdet.engine INFO: Epoch: [62] [2840/3251] learning_rate: 0.060650 loss_vfl: 0.784198 loss_bbox: 0.289663 loss_dfl: 0.178538 loss: 1.226858 eta: 3 days, 1:01:43 batch_cost: 2.1923 data_cost: 0.0010 ips: 12.7719 images/s [11/17 09:46:39] ppdet.engine INFO: Epoch: [62] [2860/3251] learning_rate: 0.060632 loss_vfl: 0.799942 loss_bbox: 0.294031 loss_dfl: 0.199290 loss: 1.267419 eta: 3 days, 1:01:00 batch_cost: 2.2470 data_cost: 0.0013 ips: 12.4613 images/s [11/17 09:47:24] ppdet.engine INFO: Epoch: [62] [2880/3251] learning_rate: 0.060614 loss_vfl: 0.827961 loss_bbox: 0.254831 loss_dfl: 0.169371 loss: 1.269602 eta: 3 days, 1:00:15 batch_cost: 2.0380 data_cost: 0.0009 ips: 13.7390 images/s [11/17 09:48:11] ppdet.engine INFO: Epoch: [62] [2900/3251] learning_rate: 0.060597 loss_vfl: 0.791956 loss_bbox: 0.288901 loss_dfl: 0.187587 loss: 1.260901 eta: 3 days, 0:59:32 batch_cost: 2.2853 data_cost: 0.0010 ips: 12.2520 images/s [11/17 09:48:57] ppdet.engine INFO: Epoch: [62] [2920/3251] learning_rate: 0.060579 loss_vfl: 0.779879 loss_bbox: 0.262526 loss_dfl: 0.194577 loss: 1.266361 eta: 3 days, 0:58:49 batch_cost: 2.1775 data_cost: 0.0009 ips: 12.8586 images/s [11/17 09:49:44] ppdet.engine INFO: Epoch: [62] [2940/3251] learning_rate: 0.060561 loss_vfl: 0.778044 loss_bbox: 0.256417 loss_dfl: 0.174015 loss: 1.227693 eta: 3 days, 0:58:06 batch_cost: 2.2354 data_cost: 0.0009 ips: 12.5260 images/s [11/17 09:50:32] ppdet.engine INFO: Epoch: [62] [2960/3251] learning_rate: 0.060543 loss_vfl: 0.783592 loss_bbox: 0.259651 loss_dfl: 0.175232 loss: 1.222599 eta: 3 days, 0:57:23 batch_cost: 2.1954 data_cost: 0.0009 ips: 12.7540 images/s [11/17 09:51:19] ppdet.engine INFO: Epoch: [62] [2980/3251] learning_rate: 0.060526 loss_vfl: 0.773217 loss_bbox: 0.284386 loss_dfl: 0.190580 loss: 1.252388 eta: 3 days, 0:56:39 batch_cost: 2.1839 data_cost: 0.0010 ips: 12.8210 images/s [11/17 09:52:06] ppdet.engine INFO: Epoch: [62] [3000/3251] learning_rate: 0.060508 loss_vfl: 0.789008 loss_bbox: 0.290697 loss_dfl: 0.189427 loss: 1.285569 eta: 3 days, 0:55:55 batch_cost: 2.1750 data_cost: 0.0010 ips: 12.8736 images/s [11/17 09:52:53] ppdet.engine INFO: Epoch: [62] [3020/3251] learning_rate: 0.060490 loss_vfl: 0.785888 loss_bbox: 0.272231 loss_dfl: 0.182871 loss: 1.235913 eta: 3 days, 0:55:13 batch_cost: 2.2997 data_cost: 0.0010 ips: 12.1756 images/s [11/17 09:53:41] ppdet.engine INFO: Epoch: [62] [3040/3251] learning_rate: 0.060472 loss_vfl: 0.815271 loss_bbox: 0.279948 loss_dfl: 0.188401 loss: 1.275033 eta: 3 days, 0:54:30 batch_cost: 2.1702 data_cost: 0.0010 ips: 12.9019 images/s [11/17 09:54:27] ppdet.engine INFO: Epoch: [62] [3060/3251] learning_rate: 0.060455 loss_vfl: 0.802009 loss_bbox: 0.257077 loss_dfl: 0.175783 loss: 1.232836 eta: 3 days, 0:53:47 batch_cost: 2.2136 data_cost: 0.0009 ips: 12.6490 images/s [11/17 09:55:14] ppdet.engine INFO: Epoch: [62] [3080/3251] learning_rate: 0.060437 loss_vfl: 0.775086 loss_bbox: 0.235206 loss_dfl: 0.173229 loss: 1.212623 eta: 3 days, 0:53:04 batch_cost: 2.2581 data_cost: 0.0012 ips: 12.3998 images/s [11/17 09:56:01] ppdet.engine INFO: Epoch: [62] [3100/3251] learning_rate: 0.060419 loss_vfl: 0.778618 loss_bbox: 0.224784 loss_dfl: 0.153815 loss: 1.171286 eta: 3 days, 0:52:21 batch_cost: 2.2191 data_cost: 0.0010 ips: 12.6179 images/s [11/17 09:56:48] ppdet.engine INFO: Epoch: [62] [3120/3251] learning_rate: 0.060401 loss_vfl: 0.777802 loss_bbox: 0.261122 loss_dfl: 0.180700 loss: 1.192866 eta: 3 days, 0:51:38 batch_cost: 2.2222 data_cost: 0.0010 ips: 12.6001 images/s [11/17 09:57:36] ppdet.engine INFO: Epoch: [62] [3140/3251] learning_rate: 0.060384 loss_vfl: 0.816044 loss_bbox: 0.235003 loss_dfl: 0.169071 loss: 1.203839 eta: 3 days, 0:50:55 batch_cost: 2.2659 data_cost: 0.0011 ips: 12.3570 images/s [11/17 09:58:23] ppdet.engine INFO: Epoch: [62] [3160/3251] learning_rate: 0.060366 loss_vfl: 0.796753 loss_bbox: 0.246842 loss_dfl: 0.166836 loss: 1.225046 eta: 3 days, 0:50:11 batch_cost: 2.1424 data_cost: 0.0012 ips: 13.0696 images/s [11/17 09:59:10] ppdet.engine INFO: Epoch: [62] [3180/3251] learning_rate: 0.060348 loss_vfl: 0.798281 loss_bbox: 0.275827 loss_dfl: 0.189240 loss: 1.275303 eta: 3 days, 0:49:28 batch_cost: 2.2206 data_cost: 0.0010 ips: 12.6090 images/s [11/17 09:59:57] ppdet.engine INFO: Epoch: [62] [3200/3251] learning_rate: 0.060330 loss_vfl: 0.775760 loss_bbox: 0.279698 loss_dfl: 0.190406 loss: 1.255205 eta: 3 days, 0:48:46 batch_cost: 2.2762 data_cost: 0.0010 ips: 12.3010 images/s [11/17 10:00:45] ppdet.engine INFO: Epoch: [62] [3220/3251] learning_rate: 0.060313 loss_vfl: 0.780487 loss_bbox: 0.271666 loss_dfl: 0.173647 loss: 1.249799 eta: 3 days, 0:48:02 batch_cost: 2.1956 data_cost: 0.0010 ips: 12.7529 images/s [11/17 10:01:32] ppdet.engine INFO: Epoch: [62] [3240/3251] learning_rate: 0.060295 loss_vfl: 0.784321 loss_bbox: 0.272251 loss_dfl: 0.190458 loss: 1.252608 eta: 3 days, 0:47:20 batch_cost: 2.2382 data_cost: 0.0014 ips: 12.5099 images/s [11/17 10:02:14] ppdet.engine INFO: Epoch: [63] [ 0/3251] learning_rate: 0.060285 loss_vfl: 0.795224 loss_bbox: 0.263455 loss_dfl: 0.176794 loss: 1.224276 eta: 3 days, 0:47:00 batch_cost: 2.5603 data_cost: 0.7353 ips: 10.9364 images/s [11/17 10:03:04] ppdet.engine INFO: Epoch: [63] [ 20/3251] learning_rate: 0.060267 loss_vfl: 0.786438 loss_bbox: 0.296255 loss_dfl: 0.195355 loss: 1.309018 eta: 3 days, 0:46:19 batch_cost: 2.3843 data_cost: 0.0010 ips: 11.7433 images/s [11/17 10:03:51] ppdet.engine INFO: Epoch: [63] [ 40/3251] learning_rate: 0.060250 loss_vfl: 0.767266 loss_bbox: 0.264002 loss_dfl: 0.176147 loss: 1.215084 eta: 3 days, 0:45:36 batch_cost: 2.2225 data_cost: 0.0009 ips: 12.5982 images/s [11/17 10:04:40] ppdet.engine INFO: Epoch: [63] [ 60/3251] learning_rate: 0.060232 loss_vfl: 0.769873 loss_bbox: 0.302444 loss_dfl: 0.194513 loss: 1.271660 eta: 3 days, 0:44:54 batch_cost: 2.3064 data_cost: 0.0010 ips: 12.1403 images/s [11/17 10:05:26] ppdet.engine INFO: Epoch: [63] [ 80/3251] learning_rate: 0.060214 loss_vfl: 0.783684 loss_bbox: 0.263414 loss_dfl: 0.182373 loss: 1.255303 eta: 3 days, 0:44:10 batch_cost: 2.1724 data_cost: 0.0010 ips: 12.8889 images/s [11/17 10:06:13] ppdet.engine INFO: Epoch: [63] [ 100/3251] learning_rate: 0.060197 loss_vfl: 0.786298 loss_bbox: 0.242170 loss_dfl: 0.174152 loss: 1.209021 eta: 3 days, 0:43:28 batch_cost: 2.2692 data_cost: 0.0009 ips: 12.3389 images/s [11/17 10:07:00] ppdet.engine INFO: Epoch: [63] [ 120/3251] learning_rate: 0.060179 loss_vfl: 0.784312 loss_bbox: 0.300734 loss_dfl: 0.203007 loss: 1.314151 eta: 3 days, 0:42:44 batch_cost: 2.1644 data_cost: 0.0009 ips: 12.9363 images/s [11/17 10:07:47] ppdet.engine INFO: Epoch: [63] [ 140/3251] learning_rate: 0.060161 loss_vfl: 0.783347 loss_bbox: 0.276994 loss_dfl: 0.180539 loss: 1.263214 eta: 3 days, 0:42:02 batch_cost: 2.2813 data_cost: 0.0010 ips: 12.2737 images/s [11/17 10:08:35] ppdet.engine INFO: Epoch: [63] [ 160/3251] learning_rate: 0.060143 loss_vfl: 0.790474 loss_bbox: 0.278616 loss_dfl: 0.182932 loss: 1.266168 eta: 3 days, 0:41:19 batch_cost: 2.2377 data_cost: 0.0011 ips: 12.5127 images/s [11/17 10:09:22] ppdet.engine INFO: Epoch: [63] [ 180/3251] learning_rate: 0.060126 loss_vfl: 0.771600 loss_bbox: 0.247730 loss_dfl: 0.170971 loss: 1.237416 eta: 3 days, 0:40:36 batch_cost: 2.2845 data_cost: 0.0012 ips: 12.2567 images/s [11/17 10:10:10] ppdet.engine INFO: Epoch: [63] [ 200/3251] learning_rate: 0.060108 loss_vfl: 0.782646 loss_bbox: 0.271421 loss_dfl: 0.183943 loss: 1.239975 eta: 3 days, 0:39:54 batch_cost: 2.2530 data_cost: 0.0010 ips: 12.4280 images/s [11/17 10:10:57] ppdet.engine INFO: Epoch: [63] [ 220/3251] learning_rate: 0.060090 loss_vfl: 0.799037 loss_bbox: 0.260220 loss_dfl: 0.175003 loss: 1.224408 eta: 3 days, 0:39:11 batch_cost: 2.2889 data_cost: 0.0009 ips: 12.2329 images/s [11/17 10:11:45] ppdet.engine INFO: Epoch: [63] [ 240/3251] learning_rate: 0.060072 loss_vfl: 0.822454 loss_bbox: 0.268966 loss_dfl: 0.184226 loss: 1.263499 eta: 3 days, 0:38:29 batch_cost: 2.2867 data_cost: 0.0009 ips: 12.2446 images/s [11/17 10:12:33] ppdet.engine INFO: Epoch: [63] [ 260/3251] learning_rate: 0.060055 loss_vfl: 0.786126 loss_bbox: 0.245615 loss_dfl: 0.170626 loss: 1.201959 eta: 3 days, 0:37:46 batch_cost: 2.2193 data_cost: 0.0010 ips: 12.6163 images/s [11/17 10:13:19] ppdet.engine INFO: Epoch: [63] [ 280/3251] learning_rate: 0.060037 loss_vfl: 0.769530 loss_bbox: 0.293890 loss_dfl: 0.192423 loss: 1.260215 eta: 3 days, 0:37:03 batch_cost: 2.1793 data_cost: 0.0010 ips: 12.8479 images/s [11/17 10:14:08] ppdet.engine INFO: Epoch: [63] [ 300/3251] learning_rate: 0.060019 loss_vfl: 0.776974 loss_bbox: 0.291510 loss_dfl: 0.181114 loss: 1.233748 eta: 3 days, 0:36:21 batch_cost: 2.3185 data_cost: 0.0013 ips: 12.0769 images/s [11/17 10:14:55] ppdet.engine INFO: Epoch: [63] [ 320/3251] learning_rate: 0.060002 loss_vfl: 0.770572 loss_bbox: 0.299483 loss_dfl: 0.194057 loss: 1.231967 eta: 3 days, 0:35:38 batch_cost: 2.2359 data_cost: 0.0013 ips: 12.5231 images/s [11/17 10:15:41] ppdet.engine INFO: Epoch: [63] [ 340/3251] learning_rate: 0.059984 loss_vfl: 0.775522 loss_bbox: 0.273303 loss_dfl: 0.170597 loss: 1.239494 eta: 3 days, 0:34:54 batch_cost: 2.1884 data_cost: 0.0009 ips: 12.7947 images/s [11/17 10:16:29] ppdet.engine INFO: Epoch: [63] [ 360/3251] learning_rate: 0.059966 loss_vfl: 0.783256 loss_bbox: 0.296285 loss_dfl: 0.184801 loss: 1.269509 eta: 3 days, 0:34:11 batch_cost: 2.2213 data_cost: 0.0009 ips: 12.6051 images/s [11/17 10:17:14] ppdet.engine INFO: Epoch: [63] [ 380/3251] learning_rate: 0.059948 loss_vfl: 0.758888 loss_bbox: 0.270235 loss_dfl: 0.179052 loss: 1.215950 eta: 3 days, 0:33:26 batch_cost: 2.0781 data_cost: 0.0012 ips: 13.4739 images/s [11/17 10:18:01] ppdet.engine INFO: Epoch: [63] [ 400/3251] learning_rate: 0.059931 loss_vfl: 0.801864 loss_bbox: 0.261540 loss_dfl: 0.178027 loss: 1.225546 eta: 3 days, 0:32:44 batch_cost: 2.2591 data_cost: 0.0014 ips: 12.3943 images/s [11/17 10:18:49] ppdet.engine INFO: Epoch: [63] [ 420/3251] learning_rate: 0.059913 loss_vfl: 0.793197 loss_bbox: 0.262405 loss_dfl: 0.179707 loss: 1.223283 eta: 3 days, 0:32:01 batch_cost: 2.2588 data_cost: 0.0010 ips: 12.3958 images/s [11/17 10:19:35] ppdet.engine INFO: Epoch: [63] [ 440/3251] learning_rate: 0.059895 loss_vfl: 0.777442 loss_bbox: 0.295327 loss_dfl: 0.201224 loss: 1.283069 eta: 3 days, 0:31:18 batch_cost: 2.1707 data_cost: 0.0012 ips: 12.8992 images/s [11/17 10:20:23] ppdet.engine INFO: Epoch: [63] [ 460/3251] learning_rate: 0.059878 loss_vfl: 0.797074 loss_bbox: 0.251026 loss_dfl: 0.175821 loss: 1.230402 eta: 3 days, 0:30:35 batch_cost: 2.3010 data_cost: 0.0009 ips: 12.1688 images/s [11/17 10:21:12] ppdet.engine INFO: Epoch: [63] [ 480/3251] learning_rate: 0.059860 loss_vfl: 0.775376 loss_bbox: 0.236594 loss_dfl: 0.154686 loss: 1.142920 eta: 3 days, 0:29:53 batch_cost: 2.2973 data_cost: 0.0009 ips: 12.1880 images/s [11/17 10:22:01] ppdet.engine INFO: Epoch: [63] [ 500/3251] learning_rate: 0.059842 loss_vfl: 0.779303 loss_bbox: 0.265256 loss_dfl: 0.183003 loss: 1.222478 eta: 3 days, 0:29:11 batch_cost: 2.3323 data_cost: 0.0010 ips: 12.0056 images/s [11/17 10:22:47] ppdet.engine INFO: Epoch: [63] [ 520/3251] learning_rate: 0.059825 loss_vfl: 0.789749 loss_bbox: 0.276137 loss_dfl: 0.191535 loss: 1.248464 eta: 3 days, 0:28:27 batch_cost: 2.0856 data_cost: 0.0015 ips: 13.4254 images/s [11/17 10:23:34] ppdet.engine INFO: Epoch: [63] [ 540/3251] learning_rate: 0.059807 loss_vfl: 0.789601 loss_bbox: 0.240865 loss_dfl: 0.176476 loss: 1.210526 eta: 3 days, 0:27:44 batch_cost: 2.2589 data_cost: 0.0009 ips: 12.3953 images/s [11/17 10:24:19] ppdet.engine INFO: Epoch: [63] [ 560/3251] learning_rate: 0.059789 loss_vfl: 0.768377 loss_bbox: 0.265290 loss_dfl: 0.178549 loss: 1.191465 eta: 3 days, 0:27:00 batch_cost: 2.1636 data_cost: 0.0010 ips: 12.9416 images/s [11/17 10:25:07] ppdet.engine INFO: Epoch: [63] [ 580/3251] learning_rate: 0.059771 loss_vfl: 0.791726 loss_bbox: 0.278085 loss_dfl: 0.179919 loss: 1.261793 eta: 3 days, 0:26:17 batch_cost: 2.2293 data_cost: 0.0010 ips: 12.5599 images/s [11/17 10:25:55] ppdet.engine INFO: Epoch: [63] [ 600/3251] learning_rate: 0.059754 loss_vfl: 0.797917 loss_bbox: 0.265101 loss_dfl: 0.189059 loss: 1.266477 eta: 3 days, 0:25:35 batch_cost: 2.3159 data_cost: 0.0011 ips: 12.0905 images/s [11/17 10:26:44] ppdet.engine INFO: Epoch: [63] [ 620/3251] learning_rate: 0.059736 loss_vfl: 0.804401 loss_bbox: 0.244427 loss_dfl: 0.177075 loss: 1.231543 eta: 3 days, 0:24:54 batch_cost: 2.3411 data_cost: 0.0010 ips: 11.9604 images/s [11/17 10:27:31] ppdet.engine INFO: Epoch: [63] [ 640/3251] learning_rate: 0.059718 loss_vfl: 0.779231 loss_bbox: 0.280582 loss_dfl: 0.190427 loss: 1.275185 eta: 3 days, 0:24:10 batch_cost: 2.1947 data_cost: 0.0009 ips: 12.7582 images/s [11/17 10:28:15] ppdet.engine INFO: Epoch: [63] [ 660/3251] learning_rate: 0.059701 loss_vfl: 0.792733 loss_bbox: 0.278318 loss_dfl: 0.184106 loss: 1.264696 eta: 3 days, 0:23:26 batch_cost: 2.0797 data_cost: 0.0017 ips: 13.4637 images/s [11/17 10:29:03] ppdet.engine INFO: Epoch: [63] [ 680/3251] learning_rate: 0.059683 loss_vfl: 0.785733 loss_bbox: 0.266850 loss_dfl: 0.183776 loss: 1.222071 eta: 3 days, 0:22:44 batch_cost: 2.3370 data_cost: 0.0010 ips: 11.9810 images/s [11/17 10:29:50] ppdet.engine INFO: Epoch: [63] [ 700/3251] learning_rate: 0.059665 loss_vfl: 0.774325 loss_bbox: 0.264833 loss_dfl: 0.190332 loss: 1.265447 eta: 3 days, 0:22:01 batch_cost: 2.1905 data_cost: 0.0010 ips: 12.7826 images/s [11/17 10:30:39] ppdet.engine INFO: Epoch: [63] [ 720/3251] learning_rate: 0.059648 loss_vfl: 0.784553 loss_bbox: 0.270475 loss_dfl: 0.186487 loss: 1.237185 eta: 3 days, 0:21:18 batch_cost: 2.3067 data_cost: 0.0010 ips: 12.1386 images/s [11/17 10:31:26] ppdet.engine INFO: Epoch: [63] [ 740/3251] learning_rate: 0.059630 loss_vfl: 0.786136 loss_bbox: 0.289120 loss_dfl: 0.191919 loss: 1.274379 eta: 3 days, 0:20:36 batch_cost: 2.2858 data_cost: 0.0132 ips: 12.2496 images/s [11/17 10:32:11] ppdet.engine INFO: Epoch: [63] [ 760/3251] learning_rate: 0.059612 loss_vfl: 0.772111 loss_bbox: 0.277689 loss_dfl: 0.187068 loss: 1.242352 eta: 3 days, 0:19:52 batch_cost: 2.1351 data_cost: 0.0011 ips: 13.1139 images/s [11/17 10:32:57] ppdet.engine INFO: Epoch: [63] [ 780/3251] learning_rate: 0.059595 loss_vfl: 0.806252 loss_bbox: 0.280293 loss_dfl: 0.182150 loss: 1.246907 eta: 3 days, 0:19:09 batch_cost: 2.2052 data_cost: 0.0016 ips: 12.6975 images/s [11/17 10:33:44] ppdet.engine INFO: Epoch: [63] [ 800/3251] learning_rate: 0.059577 loss_vfl: 0.760477 loss_bbox: 0.269685 loss_dfl: 0.186996 loss: 1.231169 eta: 3 days, 0:18:25 batch_cost: 2.1855 data_cost: 0.0009 ips: 12.8116 images/s [11/17 10:34:33] ppdet.engine INFO: Epoch: [63] [ 820/3251] learning_rate: 0.059559 loss_vfl: 0.781443 loss_bbox: 0.294971 loss_dfl: 0.190420 loss: 1.274539 eta: 3 days, 0:17:44 batch_cost: 2.3421 data_cost: 0.0014 ips: 11.9550 images/s [11/17 10:35:19] ppdet.engine INFO: Epoch: [63] [ 840/3251] learning_rate: 0.059542 loss_vfl: 0.783149 loss_bbox: 0.296358 loss_dfl: 0.200848 loss: 1.249384 eta: 3 days, 0:16:58 batch_cost: 2.0449 data_cost: 0.0010 ips: 13.6925 images/s [11/17 10:36:09] ppdet.engine INFO: Epoch: [63] [ 860/3251] learning_rate: 0.059524 loss_vfl: 0.780120 loss_bbox: 0.243368 loss_dfl: 0.161902 loss: 1.181300 eta: 3 days, 0:16:17 batch_cost: 2.3806 data_cost: 0.0010 ips: 11.7616 images/s [11/17 10:36:56] ppdet.engine INFO: Epoch: [63] [ 880/3251] learning_rate: 0.059506 loss_vfl: 0.801266 loss_bbox: 0.259372 loss_dfl: 0.176021 loss: 1.234854 eta: 3 days, 0:15:33 batch_cost: 2.0998 data_cost: 0.0010 ips: 13.3344 images/s [11/17 10:37:44] ppdet.engine INFO: Epoch: [63] [ 900/3251] learning_rate: 0.059489 loss_vfl: 0.795008 loss_bbox: 0.265096 loss_dfl: 0.190470 loss: 1.241664 eta: 3 days, 0:14:50 batch_cost: 2.2862 data_cost: 0.0012 ips: 12.2473 images/s [11/17 10:38:32] ppdet.engine INFO: Epoch: [63] [ 920/3251] learning_rate: 0.059471 loss_vfl: 0.793328 loss_bbox: 0.268476 loss_dfl: 0.171819 loss: 1.249360 eta: 3 days, 0:14:08 batch_cost: 2.2693 data_cost: 0.0010 ips: 12.3387 images/s [11/17 10:39:19] ppdet.engine INFO: Epoch: [63] [ 940/3251] learning_rate: 0.059453 loss_vfl: 0.781199 loss_bbox: 0.280340 loss_dfl: 0.179582 loss: 1.253568 eta: 3 days, 0:13:25 batch_cost: 2.2300 data_cost: 0.0010 ips: 12.5561 images/s [11/17 10:40:06] ppdet.engine INFO: Epoch: [63] [ 960/3251] learning_rate: 0.059436 loss_vfl: 0.774010 loss_bbox: 0.300126 loss_dfl: 0.189209 loss: 1.300492 eta: 3 days, 0:12:42 batch_cost: 2.2121 data_cost: 0.0009 ips: 12.6576 images/s [11/17 10:40:52] ppdet.engine INFO: Epoch: [63] [ 980/3251] learning_rate: 0.059418 loss_vfl: 0.775663 loss_bbox: 0.244735 loss_dfl: 0.175004 loss: 1.219140 eta: 3 days, 0:11:58 batch_cost: 2.1648 data_cost: 0.0010 ips: 12.9342 images/s [11/17 10:41:38] ppdet.engine INFO: Epoch: [63] [1000/3251] learning_rate: 0.059400 loss_vfl: 0.775082 loss_bbox: 0.260436 loss_dfl: 0.176560 loss: 1.282770 eta: 3 days, 0:11:15 batch_cost: 2.2029 data_cost: 0.0010 ips: 12.7108 images/s [11/17 10:42:25] ppdet.engine INFO: Epoch: [63] [1020/3251] learning_rate: 0.059383 loss_vfl: 0.799464 loss_bbox: 0.265622 loss_dfl: 0.176825 loss: 1.252302 eta: 3 days, 0:10:32 batch_cost: 2.2249 data_cost: 0.0009 ips: 12.5849 images/s [11/17 10:43:13] ppdet.engine INFO: Epoch: [63] [1040/3251] learning_rate: 0.059365 loss_vfl: 0.778296 loss_bbox: 0.289088 loss_dfl: 0.195413 loss: 1.247782 eta: 3 days, 0:09:50 batch_cost: 2.3076 data_cost: 0.0010 ips: 12.1339 images/s [11/17 10:43:58] ppdet.engine INFO: Epoch: [63] [1060/3251] learning_rate: 0.059347 loss_vfl: 0.794020 loss_bbox: 0.242606 loss_dfl: 0.176834 loss: 1.237998 eta: 3 days, 0:09:04 batch_cost: 2.0407 data_cost: 0.0009 ips: 13.7211 images/s [11/17 10:44:44] ppdet.engine INFO: Epoch: [63] [1080/3251] learning_rate: 0.059330 loss_vfl: 0.775659 loss_bbox: 0.254932 loss_dfl: 0.170028 loss: 1.208098 eta: 3 days, 0:08:21 batch_cost: 2.1810 data_cost: 0.0010 ips: 12.8383 images/s [11/17 10:45:30] ppdet.engine INFO: Epoch: [63] [1100/3251] learning_rate: 0.059312 loss_vfl: 0.788594 loss_bbox: 0.240845 loss_dfl: 0.167228 loss: 1.192932 eta: 3 days, 0:07:37 batch_cost: 2.1831 data_cost: 0.0009 ips: 12.8258 images/s [11/17 10:46:14] ppdet.engine INFO: Epoch: [63] [1120/3251] learning_rate: 0.059294 loss_vfl: 0.785163 loss_bbox: 0.294900 loss_dfl: 0.208917 loss: 1.288908 eta: 3 days, 0:06:52 batch_cost: 2.0349 data_cost: 0.0010 ips: 13.7602 images/s [11/17 10:47:02] ppdet.engine INFO: Epoch: [63] [1140/3251] learning_rate: 0.059277 loss_vfl: 0.763836 loss_bbox: 0.315273 loss_dfl: 0.212406 loss: 1.301682 eta: 3 days, 0:06:09 batch_cost: 2.1999 data_cost: 0.0009 ips: 12.7277 images/s [11/17 10:47:49] ppdet.engine INFO: Epoch: [63] [1160/3251] learning_rate: 0.059259 loss_vfl: 0.794801 loss_bbox: 0.263172 loss_dfl: 0.183103 loss: 1.243091 eta: 3 days, 0:05:25 batch_cost: 2.1858 data_cost: 0.0009 ips: 12.8102 images/s [11/17 10:48:39] ppdet.engine INFO: Epoch: [63] [1180/3251] learning_rate: 0.059241 loss_vfl: 0.782790 loss_bbox: 0.285243 loss_dfl: 0.181584 loss: 1.234325 eta: 3 days, 0:04:44 batch_cost: 2.3435 data_cost: 0.0010 ips: 11.9480 images/s [11/17 10:49:26] ppdet.engine INFO: Epoch: [63] [1200/3251] learning_rate: 0.059224 loss_vfl: 0.803161 loss_bbox: 0.283575 loss_dfl: 0.186848 loss: 1.290121 eta: 3 days, 0:04:01 batch_cost: 2.2106 data_cost: 0.0013 ips: 12.6660 images/s [11/17 10:50:12] ppdet.engine INFO: Epoch: [63] [1220/3251] learning_rate: 0.059206 loss_vfl: 0.783257 loss_bbox: 0.295484 loss_dfl: 0.193501 loss: 1.271380 eta: 3 days, 0:03:17 batch_cost: 2.2166 data_cost: 0.0011 ips: 12.6322 images/s [11/17 10:50:57] ppdet.engine INFO: Epoch: [63] [1240/3251] learning_rate: 0.059188 loss_vfl: 0.798249 loss_bbox: 0.259839 loss_dfl: 0.171003 loss: 1.226589 eta: 3 days, 0:02:31 batch_cost: 1.9682 data_cost: 0.0010 ips: 14.2259 images/s [11/17 10:51:45] ppdet.engine INFO: Epoch: [63] [1260/3251] learning_rate: 0.059171 loss_vfl: 0.783183 loss_bbox: 0.265938 loss_dfl: 0.176096 loss: 1.234253 eta: 3 days, 0:01:48 batch_cost: 2.2127 data_cost: 0.0009 ips: 12.6543 images/s [11/17 10:52:31] ppdet.engine INFO: Epoch: [63] [1280/3251] learning_rate: 0.059153 loss_vfl: 0.808339 loss_bbox: 0.243362 loss_dfl: 0.168331 loss: 1.220282 eta: 3 days, 0:01:04 batch_cost: 2.1284 data_cost: 0.0010 ips: 13.1552 images/s [11/17 10:53:17] ppdet.engine INFO: Epoch: [63] [1300/3251] learning_rate: 0.059135 loss_vfl: 0.785578 loss_bbox: 0.306281 loss_dfl: 0.198654 loss: 1.265767 eta: 3 days, 0:00:21 batch_cost: 2.2162 data_cost: 0.0012 ips: 12.6344 images/s [11/17 10:54:06] ppdet.engine INFO: Epoch: [63] [1320/3251] learning_rate: 0.059118 loss_vfl: 0.795794 loss_bbox: 0.271060 loss_dfl: 0.185832 loss: 1.276441 eta: 2 days, 23:59:39 batch_cost: 2.3009 data_cost: 0.0011 ips: 12.1692 images/s [11/17 10:54:55] ppdet.engine INFO: Epoch: [63] [1340/3251] learning_rate: 0.059100 loss_vfl: 0.806465 loss_bbox: 0.268075 loss_dfl: 0.182822 loss: 1.269810 eta: 2 days, 23:58:57 batch_cost: 2.3532 data_cost: 0.0012 ips: 11.8988 images/s [11/17 10:55:42] ppdet.engine INFO: Epoch: [63] [1360/3251] learning_rate: 0.059083 loss_vfl: 0.792444 loss_bbox: 0.294488 loss_dfl: 0.188786 loss: 1.256070 eta: 2 days, 23:58:14 batch_cost: 2.1995 data_cost: 0.0012 ips: 12.7304 images/s [11/17 10:56:32] ppdet.engine INFO: Epoch: [63] [1380/3251] learning_rate: 0.059065 loss_vfl: 0.806427 loss_bbox: 0.288665 loss_dfl: 0.179759 loss: 1.278432 eta: 2 days, 23:57:32 batch_cost: 2.3654 data_cost: 0.0010 ips: 11.8374 images/s [11/17 10:57:21] ppdet.engine INFO: Epoch: [63] [1400/3251] learning_rate: 0.059047 loss_vfl: 0.772725 loss_bbox: 0.237872 loss_dfl: 0.164169 loss: 1.177259 eta: 2 days, 23:56:51 batch_cost: 2.3327 data_cost: 0.0009 ips: 12.0032 images/s [11/17 10:58:10] ppdet.engine INFO: Epoch: [63] [1420/3251] learning_rate: 0.059030 loss_vfl: 0.781734 loss_bbox: 0.275523 loss_dfl: 0.182778 loss: 1.263945 eta: 2 days, 23:56:09 batch_cost: 2.3258 data_cost: 0.0126 ips: 12.0389 images/s [11/17 10:58:57] ppdet.engine INFO: Epoch: [63] [1440/3251] learning_rate: 0.059012 loss_vfl: 0.806795 loss_bbox: 0.233135 loss_dfl: 0.169185 loss: 1.191560 eta: 2 days, 23:55:25 batch_cost: 2.1926 data_cost: 0.0017 ips: 12.7700 images/s [11/17 10:59:45] ppdet.engine INFO: Epoch: [63] [1460/3251] learning_rate: 0.058994 loss_vfl: 0.800495 loss_bbox: 0.245679 loss_dfl: 0.173707 loss: 1.245341 eta: 2 days, 23:54:42 batch_cost: 2.1658 data_cost: 0.0010 ips: 12.9283 images/s [11/17 11:00:30] ppdet.engine INFO: Epoch: [63] [1480/3251] learning_rate: 0.058977 loss_vfl: 0.786851 loss_bbox: 0.323941 loss_dfl: 0.200118 loss: 1.289980 eta: 2 days, 23:53:58 batch_cost: 2.1892 data_cost: 0.0011 ips: 12.7903 images/s [11/17 11:01:17] ppdet.engine INFO: Epoch: [63] [1500/3251] learning_rate: 0.058959 loss_vfl: 0.777997 loss_bbox: 0.258358 loss_dfl: 0.175620 loss: 1.211104 eta: 2 days, 23:53:15 batch_cost: 2.1833 data_cost: 0.0010 ips: 12.8244 images/s [11/17 11:02:05] ppdet.engine INFO: Epoch: [63] [1520/3251] learning_rate: 0.058942 loss_vfl: 0.777459 loss_bbox: 0.261309 loss_dfl: 0.183788 loss: 1.246957 eta: 2 days, 23:52:32 batch_cost: 2.2646 data_cost: 0.0010 ips: 12.3640 images/s [11/17 11:02:51] ppdet.engine INFO: Epoch: [63] [1540/3251] learning_rate: 0.058924 loss_vfl: 0.794631 loss_bbox: 0.266406 loss_dfl: 0.176410 loss: 1.233601 eta: 2 days, 23:51:48 batch_cost: 2.1087 data_cost: 0.0010 ips: 13.2783 images/s [11/17 11:03:37] ppdet.engine INFO: Epoch: [63] [1560/3251] learning_rate: 0.058906 loss_vfl: 0.809702 loss_bbox: 0.278229 loss_dfl: 0.190374 loss: 1.264414 eta: 2 days, 23:51:04 batch_cost: 2.1587 data_cost: 0.0011 ips: 12.9710 images/s [11/17 11:04:24] ppdet.engine INFO: Epoch: [63] [1580/3251] learning_rate: 0.058889 loss_vfl: 0.779814 loss_bbox: 0.278830 loss_dfl: 0.187570 loss: 1.241215 eta: 2 days, 23:50:21 batch_cost: 2.2216 data_cost: 0.0010 ips: 12.6033 images/s [11/17 11:05:12] ppdet.engine INFO: Epoch: [63] [1600/3251] learning_rate: 0.058871 loss_vfl: 0.769304 loss_bbox: 0.299716 loss_dfl: 0.191790 loss: 1.285791 eta: 2 days, 23:49:39 batch_cost: 2.3161 data_cost: 0.0014 ips: 12.0892 images/s [11/17 11:06:03] ppdet.engine INFO: Epoch: [63] [1620/3251] learning_rate: 0.058853 loss_vfl: 0.785778 loss_bbox: 0.281272 loss_dfl: 0.193516 loss: 1.297915 eta: 2 days, 23:48:58 batch_cost: 2.3737 data_cost: 0.0011 ips: 11.7960 images/s [11/17 11:06:51] ppdet.engine INFO: Epoch: [63] [1640/3251] learning_rate: 0.058836 loss_vfl: 0.781349 loss_bbox: 0.259029 loss_dfl: 0.178220 loss: 1.287618 eta: 2 days, 23:48:15 batch_cost: 2.2288 data_cost: 0.0016 ips: 12.5627 images/s [11/17 11:07:37] ppdet.engine INFO: Epoch: [63] [1660/3251] learning_rate: 0.058818 loss_vfl: 0.785188 loss_bbox: 0.241656 loss_dfl: 0.166203 loss: 1.197865 eta: 2 days, 23:47:31 batch_cost: 2.1513 data_cost: 0.0010 ips: 13.0152 images/s [11/17 11:08:23] ppdet.engine INFO: Epoch: [63] [1680/3251] learning_rate: 0.058801 loss_vfl: 0.781749 loss_bbox: 0.271812 loss_dfl: 0.181797 loss: 1.222367 eta: 2 days, 23:46:46 batch_cost: 2.0999 data_cost: 0.0010 ips: 13.3339 images/s [11/17 11:09:09] ppdet.engine INFO: Epoch: [63] [1700/3251] learning_rate: 0.058783 loss_vfl: 0.812705 loss_bbox: 0.265952 loss_dfl: 0.178691 loss: 1.236008 eta: 2 days, 23:46:01 batch_cost: 2.0785 data_cost: 0.0010 ips: 13.4715 images/s [11/17 11:09:57] ppdet.engine INFO: Epoch: [63] [1720/3251] learning_rate: 0.058765 loss_vfl: 0.783037 loss_bbox: 0.298522 loss_dfl: 0.197937 loss: 1.282533 eta: 2 days, 23:45:19 batch_cost: 2.2517 data_cost: 0.0016 ips: 12.4351 images/s [11/17 11:10:43] ppdet.engine INFO: Epoch: [63] [1740/3251] learning_rate: 0.058748 loss_vfl: 0.801313 loss_bbox: 0.263215 loss_dfl: 0.175358 loss: 1.249248 eta: 2 days, 23:44:35 batch_cost: 2.1653 data_cost: 0.0011 ips: 12.9313 images/s [11/17 11:11:30] ppdet.engine INFO: Epoch: [63] [1760/3251] learning_rate: 0.058730 loss_vfl: 0.791758 loss_bbox: 0.240275 loss_dfl: 0.173539 loss: 1.264565 eta: 2 days, 23:43:51 batch_cost: 2.1761 data_cost: 0.0010 ips: 12.8671 images/s [11/17 11:12:16] ppdet.engine INFO: Epoch: [63] [1780/3251] learning_rate: 0.058713 loss_vfl: 0.798676 loss_bbox: 0.268726 loss_dfl: 0.177160 loss: 1.238934 eta: 2 days, 23:43:07 batch_cost: 2.1033 data_cost: 0.0010 ips: 13.3127 images/s [11/17 11:13:02] ppdet.engine INFO: Epoch: [63] [1800/3251] learning_rate: 0.058695 loss_vfl: 0.782225 loss_bbox: 0.274958 loss_dfl: 0.189412 loss: 1.264847 eta: 2 days, 23:42:23 batch_cost: 2.1309 data_cost: 0.0011 ips: 13.1402 images/s [11/17 11:13:48] ppdet.engine INFO: Epoch: [63] [1820/3251] learning_rate: 0.058677 loss_vfl: 0.790157 loss_bbox: 0.284469 loss_dfl: 0.194537 loss: 1.272509 eta: 2 days, 23:41:38 batch_cost: 2.0583 data_cost: 0.0017 ips: 13.6036 images/s [11/17 11:14:38] ppdet.engine INFO: Epoch: [63] [1840/3251] learning_rate: 0.058660 loss_vfl: 0.760720 loss_bbox: 0.266783 loss_dfl: 0.166081 loss: 1.199850 eta: 2 days, 23:40:56 batch_cost: 2.3136 data_cost: 0.0010 ips: 12.1025 images/s [11/17 11:15:24] ppdet.engine INFO: Epoch: [63] [1860/3251] learning_rate: 0.058642 loss_vfl: 0.782175 loss_bbox: 0.258395 loss_dfl: 0.181605 loss: 1.241180 eta: 2 days, 23:40:12 batch_cost: 2.1690 data_cost: 0.0009 ips: 12.9091 images/s [11/17 11:16:12] ppdet.engine INFO: Epoch: [63] [1880/3251] learning_rate: 0.058625 loss_vfl: 0.795985 loss_bbox: 0.299284 loss_dfl: 0.200419 loss: 1.284479 eta: 2 days, 23:39:29 batch_cost: 2.2111 data_cost: 0.0014 ips: 12.6636 images/s [11/17 11:16:59] ppdet.engine INFO: Epoch: [63] [1900/3251] learning_rate: 0.058607 loss_vfl: 0.780745 loss_bbox: 0.268054 loss_dfl: 0.166874 loss: 1.222612 eta: 2 days, 23:38:46 batch_cost: 2.2156 data_cost: 0.0011 ips: 12.6376 images/s [11/17 11:17:42] ppdet.engine INFO: Epoch: [63] [1920/3251] learning_rate: 0.058589 loss_vfl: 0.773640 loss_bbox: 0.266456 loss_dfl: 0.181308 loss: 1.252534 eta: 2 days, 23:38:01 batch_cost: 2.0456 data_cost: 0.0017 ips: 13.6882 images/s [11/17 11:18:31] ppdet.engine INFO: Epoch: [63] [1940/3251] learning_rate: 0.058572 loss_vfl: 0.781924 loss_bbox: 0.265297 loss_dfl: 0.187131 loss: 1.268636 eta: 2 days, 23:37:18 batch_cost: 2.2781 data_cost: 0.0010 ips: 12.2909 images/s [11/17 11:19:18] ppdet.engine INFO: Epoch: [63] [1960/3251] learning_rate: 0.058554 loss_vfl: 0.805170 loss_bbox: 0.261982 loss_dfl: 0.173632 loss: 1.253682 eta: 2 days, 23:36:35 batch_cost: 2.1992 data_cost: 0.0010 ips: 12.7319 images/s [11/17 11:20:03] ppdet.engine INFO: Epoch: [63] [1980/3251] learning_rate: 0.058537 loss_vfl: 0.795085 loss_bbox: 0.256594 loss_dfl: 0.181654 loss: 1.238513 eta: 2 days, 23:35:51 batch_cost: 2.1556 data_cost: 0.0016 ips: 12.9894 images/s [11/17 11:20:49] ppdet.engine INFO: Epoch: [63] [2000/3251] learning_rate: 0.058519 loss_vfl: 0.789855 loss_bbox: 0.259300 loss_dfl: 0.184070 loss: 1.256544 eta: 2 days, 23:35:07 batch_cost: 2.1726 data_cost: 0.0009 ips: 12.8879 images/s [11/17 11:21:37] ppdet.engine INFO: Epoch: [63] [2020/3251] learning_rate: 0.058501 loss_vfl: 0.791505 loss_bbox: 0.270346 loss_dfl: 0.179490 loss: 1.245055 eta: 2 days, 23:34:25 batch_cost: 2.2995 data_cost: 0.0014 ips: 12.1767 images/s [11/17 11:22:23] ppdet.engine INFO: Epoch: [63] [2040/3251] learning_rate: 0.058484 loss_vfl: 0.776082 loss_bbox: 0.284470 loss_dfl: 0.190780 loss: 1.259785 eta: 2 days, 23:33:41 batch_cost: 2.1487 data_cost: 0.0016 ips: 13.0308 images/s [11/17 11:23:10] ppdet.engine INFO: Epoch: [63] [2060/3251] learning_rate: 0.058466 loss_vfl: 0.767750 loss_bbox: 0.254605 loss_dfl: 0.166396 loss: 1.167160 eta: 2 days, 23:32:58 batch_cost: 2.1973 data_cost: 0.0010 ips: 12.7430 images/s [11/17 11:23:58] ppdet.engine INFO: Epoch: [63] [2080/3251] learning_rate: 0.058449 loss_vfl: 0.804553 loss_bbox: 0.292761 loss_dfl: 0.181257 loss: 1.283296 eta: 2 days, 23:32:14 batch_cost: 2.1517 data_cost: 0.0010 ips: 13.0129 images/s [11/17 11:24:43] ppdet.engine INFO: Epoch: [63] [2100/3251] learning_rate: 0.058431 loss_vfl: 0.780983 loss_bbox: 0.226714 loss_dfl: 0.166392 loss: 1.214665 eta: 2 days, 23:31:30 batch_cost: 2.1155 data_cost: 0.0011 ips: 13.2359 images/s [11/17 11:25:32] ppdet.engine INFO: Epoch: [63] [2120/3251] learning_rate: 0.058414 loss_vfl: 0.796888 loss_bbox: 0.254718 loss_dfl: 0.167767 loss: 1.223173 eta: 2 days, 23:30:48 batch_cost: 2.3271 data_cost: 0.0010 ips: 12.0319 images/s [11/17 11:26:19] ppdet.engine INFO: Epoch: [63] [2140/3251] learning_rate: 0.058396 loss_vfl: 0.791945 loss_bbox: 0.294772 loss_dfl: 0.198658 loss: 1.309140 eta: 2 days, 23:30:05 batch_cost: 2.2147 data_cost: 0.0009 ips: 12.6430 images/s [11/17 11:27:06] ppdet.engine INFO: Epoch: [63] [2160/3251] learning_rate: 0.058378 loss_vfl: 0.792301 loss_bbox: 0.261838 loss_dfl: 0.186534 loss: 1.257807 eta: 2 days, 23:29:21 batch_cost: 2.1868 data_cost: 0.0010 ips: 12.8042 images/s [11/17 11:27:52] ppdet.engine INFO: Epoch: [63] [2180/3251] learning_rate: 0.058361 loss_vfl: 0.785287 loss_bbox: 0.280994 loss_dfl: 0.189462 loss: 1.264383 eta: 2 days, 23:28:38 batch_cost: 2.2193 data_cost: 0.0010 ips: 12.6164 images/s [11/17 11:28:40] ppdet.engine INFO: Epoch: [63] [2200/3251] learning_rate: 0.058343 loss_vfl: 0.778896 loss_bbox: 0.269685 loss_dfl: 0.175905 loss: 1.221174 eta: 2 days, 23:27:55 batch_cost: 2.2514 data_cost: 0.0010 ips: 12.4366 images/s [11/17 11:29:25] ppdet.engine INFO: Epoch: [63] [2220/3251] learning_rate: 0.058326 loss_vfl: 0.812246 loss_bbox: 0.277104 loss_dfl: 0.180600 loss: 1.248436 eta: 2 days, 23:27:12 batch_cost: 2.1845 data_cost: 0.0011 ips: 12.8176 images/s [11/17 11:30:14] ppdet.engine INFO: Epoch: [63] [2240/3251] learning_rate: 0.058308 loss_vfl: 0.771945 loss_bbox: 0.283946 loss_dfl: 0.185489 loss: 1.234277 eta: 2 days, 23:26:30 batch_cost: 2.3595 data_cost: 0.0014 ips: 11.8670 images/s [11/17 11:31:02] ppdet.engine INFO: Epoch: [63] [2260/3251] learning_rate: 0.058291 loss_vfl: 0.793396 loss_bbox: 0.281765 loss_dfl: 0.184363 loss: 1.285338 eta: 2 days, 23:25:48 batch_cost: 2.2627 data_cost: 0.0128 ips: 12.3748 images/s [11/17 11:31:48] ppdet.engine INFO: Epoch: [63] [2280/3251] learning_rate: 0.058273 loss_vfl: 0.801095 loss_bbox: 0.290682 loss_dfl: 0.183789 loss: 1.273285 eta: 2 days, 23:25:03 batch_cost: 2.0878 data_cost: 0.0016 ips: 13.4110 images/s [11/17 11:32:33] ppdet.engine INFO: Epoch: [63] [2300/3251] learning_rate: 0.058255 loss_vfl: 0.783704 loss_bbox: 0.274024 loss_dfl: 0.191117 loss: 1.273480 eta: 2 days, 23:24:18 batch_cost: 2.0353 data_cost: 0.0012 ips: 13.7575 images/s [11/17 11:33:19] ppdet.engine INFO: Epoch: [63] [2320/3251] learning_rate: 0.058238 loss_vfl: 0.791040 loss_bbox: 0.275758 loss_dfl: 0.182830 loss: 1.257914 eta: 2 days, 23:23:35 batch_cost: 2.2145 data_cost: 0.0010 ips: 12.6438 images/s [11/17 11:34:06] ppdet.engine INFO: Epoch: [63] [2340/3251] learning_rate: 0.058220 loss_vfl: 0.797765 loss_bbox: 0.240174 loss_dfl: 0.167531 loss: 1.214161 eta: 2 days, 23:22:51 batch_cost: 2.1204 data_cost: 0.0010 ips: 13.2050 images/s [11/17 11:34:53] ppdet.engine INFO: Epoch: [63] [2360/3251] learning_rate: 0.058203 loss_vfl: 0.782913 loss_bbox: 0.266455 loss_dfl: 0.190745 loss: 1.232733 eta: 2 days, 23:22:08 batch_cost: 2.2465 data_cost: 0.0012 ips: 12.4640 images/s [11/17 11:35:40] ppdet.engine INFO: Epoch: [63] [2380/3251] learning_rate: 0.058185 loss_vfl: 0.797940 loss_bbox: 0.279189 loss_dfl: 0.184529 loss: 1.283710 eta: 2 days, 23:21:24 batch_cost: 2.1824 data_cost: 0.0010 ips: 12.8301 images/s [11/17 11:36:26] ppdet.engine INFO: Epoch: [63] [2400/3251] learning_rate: 0.058168 loss_vfl: 0.797106 loss_bbox: 0.271262 loss_dfl: 0.181307 loss: 1.263793 eta: 2 days, 23:20:41 batch_cost: 2.1767 data_cost: 0.0009 ips: 12.8633 images/s [11/17 11:37:13] ppdet.engine INFO: Epoch: [63] [2420/3251] learning_rate: 0.058150 loss_vfl: 0.786109 loss_bbox: 0.281602 loss_dfl: 0.184718 loss: 1.217047 eta: 2 days, 23:19:57 batch_cost: 2.2152 data_cost: 0.0010 ips: 12.6401 images/s [11/17 11:38:02] ppdet.engine INFO: Epoch: [63] [2440/3251] learning_rate: 0.058132 loss_vfl: 0.784975 loss_bbox: 0.267532 loss_dfl: 0.175571 loss: 1.250673 eta: 2 days, 23:19:15 batch_cost: 2.2734 data_cost: 0.0010 ips: 12.3163 images/s [11/17 11:38:49] ppdet.engine INFO: Epoch: [63] [2460/3251] learning_rate: 0.058115 loss_vfl: 0.790185 loss_bbox: 0.262854 loss_dfl: 0.177926 loss: 1.218035 eta: 2 days, 23:18:31 batch_cost: 2.1818 data_cost: 0.0010 ips: 12.8333 images/s [11/17 11:39:36] ppdet.engine INFO: Epoch: [63] [2480/3251] learning_rate: 0.058097 loss_vfl: 0.796157 loss_bbox: 0.247899 loss_dfl: 0.175279 loss: 1.203651 eta: 2 days, 23:17:48 batch_cost: 2.1591 data_cost: 0.0010 ips: 12.9685 images/s [11/17 11:40:23] ppdet.engine INFO: Epoch: [63] [2500/3251] learning_rate: 0.058080 loss_vfl: 0.775186 loss_bbox: 0.296943 loss_dfl: 0.180653 loss: 1.256524 eta: 2 days, 23:17:04 batch_cost: 2.2116 data_cost: 0.0026 ips: 12.6605 images/s [11/17 11:41:11] ppdet.engine INFO: Epoch: [63] [2520/3251] learning_rate: 0.058062 loss_vfl: 0.771831 loss_bbox: 0.272796 loss_dfl: 0.188463 loss: 1.247991 eta: 2 days, 23:16:22 batch_cost: 2.2480 data_cost: 0.0009 ips: 12.4557 images/s [11/17 11:41:58] ppdet.engine INFO: Epoch: [63] [2540/3251] learning_rate: 0.058045 loss_vfl: 0.758728 loss_bbox: 0.279124 loss_dfl: 0.192914 loss: 1.246493 eta: 2 days, 23:15:39 batch_cost: 2.2331 data_cost: 0.0010 ips: 12.5384 images/s [11/17 11:42:43] ppdet.engine INFO: Epoch: [63] [2560/3251] learning_rate: 0.058027 loss_vfl: 0.783538 loss_bbox: 0.284113 loss_dfl: 0.187849 loss: 1.249938 eta: 2 days, 23:14:55 batch_cost: 2.1634 data_cost: 0.0009 ips: 12.9425 images/s [11/17 11:43:31] ppdet.engine INFO: Epoch: [63] [2580/3251] learning_rate: 0.058010 loss_vfl: 0.772126 loss_bbox: 0.288033 loss_dfl: 0.177323 loss: 1.222099 eta: 2 days, 23:14:11 batch_cost: 2.1828 data_cost: 0.0010 ips: 12.8275 images/s [11/17 11:44:18] ppdet.engine INFO: Epoch: [63] [2600/3251] learning_rate: 0.057992 loss_vfl: 0.779692 loss_bbox: 0.255081 loss_dfl: 0.178345 loss: 1.243282 eta: 2 days, 23:13:28 batch_cost: 2.2143 data_cost: 0.0014 ips: 12.6451 images/s [11/17 11:45:04] ppdet.engine INFO: Epoch: [63] [2620/3251] learning_rate: 0.057975 loss_vfl: 0.791772 loss_bbox: 0.305233 loss_dfl: 0.204104 loss: 1.294408 eta: 2 days, 23:12:45 batch_cost: 2.1799 data_cost: 0.0010 ips: 12.8446 images/s [11/17 11:45:52] ppdet.engine INFO: Epoch: [63] [2640/3251] learning_rate: 0.057957 loss_vfl: 0.778908 loss_bbox: 0.248952 loss_dfl: 0.168703 loss: 1.201004 eta: 2 days, 23:12:02 batch_cost: 2.2344 data_cost: 0.0010 ips: 12.5312 images/s [11/17 11:46:38] ppdet.engine INFO: Epoch: [63] [2660/3251] learning_rate: 0.057940 loss_vfl: 0.780337 loss_bbox: 0.273996 loss_dfl: 0.187784 loss: 1.249603 eta: 2 days, 23:11:19 batch_cost: 2.2366 data_cost: 0.0009 ips: 12.5189 images/s [11/17 11:47:27] ppdet.engine INFO: Epoch: [63] [2680/3251] learning_rate: 0.057922 loss_vfl: 0.781756 loss_bbox: 0.266353 loss_dfl: 0.181790 loss: 1.235051 eta: 2 days, 23:10:37 batch_cost: 2.3022 data_cost: 0.0011 ips: 12.1622 images/s [11/17 11:48:13] ppdet.engine INFO: Epoch: [63] [2700/3251] learning_rate: 0.057904 loss_vfl: 0.804119 loss_bbox: 0.264801 loss_dfl: 0.191835 loss: 1.301178 eta: 2 days, 23:09:53 batch_cost: 2.1607 data_cost: 0.0011 ips: 12.9590 images/s [11/17 11:48:59] ppdet.engine INFO: Epoch: [63] [2720/3251] learning_rate: 0.057887 loss_vfl: 0.786499 loss_bbox: 0.273271 loss_dfl: 0.183431 loss: 1.250499 eta: 2 days, 23:09:09 batch_cost: 2.1650 data_cost: 0.0011 ips: 12.9331 images/s [11/17 11:49:48] ppdet.engine INFO: Epoch: [63] [2740/3251] learning_rate: 0.057869 loss_vfl: 0.790606 loss_bbox: 0.253930 loss_dfl: 0.173879 loss: 1.238658 eta: 2 days, 23:08:26 batch_cost: 2.2541 data_cost: 0.0010 ips: 12.4220 images/s [11/17 11:50:33] ppdet.engine INFO: Epoch: [63] [2760/3251] learning_rate: 0.057852 loss_vfl: 0.794045 loss_bbox: 0.262524 loss_dfl: 0.182896 loss: 1.241793 eta: 2 days, 23:07:43 batch_cost: 2.1703 data_cost: 0.0009 ips: 12.9016 images/s [11/17 11:51:19] ppdet.engine INFO: Epoch: [63] [2780/3251] learning_rate: 0.057834 loss_vfl: 0.790181 loss_bbox: 0.294441 loss_dfl: 0.189096 loss: 1.285345 eta: 2 days, 23:06:59 batch_cost: 2.1842 data_cost: 0.0010 ips: 12.8192 images/s [11/17 11:52:06] ppdet.engine INFO: Epoch: [63] [2800/3251] learning_rate: 0.057817 loss_vfl: 0.775889 loss_bbox: 0.261712 loss_dfl: 0.183570 loss: 1.225817 eta: 2 days, 23:06:16 batch_cost: 2.1985 data_cost: 0.0010 ips: 12.7362 images/s [11/17 11:52:53] ppdet.engine INFO: Epoch: [63] [2820/3251] learning_rate: 0.057799 loss_vfl: 0.797723 loss_bbox: 0.249810 loss_dfl: 0.173013 loss: 1.251400 eta: 2 days, 23:05:33 batch_cost: 2.2032 data_cost: 0.0010 ips: 12.7085 images/s [11/17 11:53:41] ppdet.engine INFO: Epoch: [63] [2840/3251] learning_rate: 0.057782 loss_vfl: 0.791473 loss_bbox: 0.295647 loss_dfl: 0.192212 loss: 1.295493 eta: 2 days, 23:04:51 batch_cost: 2.3145 data_cost: 0.0010 ips: 12.0975 images/s [11/17 11:54:28] ppdet.engine INFO: Epoch: [63] [2860/3251] learning_rate: 0.057764 loss_vfl: 0.799176 loss_bbox: 0.272461 loss_dfl: 0.181802 loss: 1.242118 eta: 2 days, 23:04:08 batch_cost: 2.2332 data_cost: 0.0009 ips: 12.5379 images/s [11/17 11:55:13] ppdet.engine INFO: Epoch: [63] [2880/3251] learning_rate: 0.057747 loss_vfl: 0.783254 loss_bbox: 0.251484 loss_dfl: 0.166416 loss: 1.205080 eta: 2 days, 23:03:24 batch_cost: 2.1730 data_cost: 0.0010 ips: 12.8855 images/s [11/17 11:56:02] ppdet.engine INFO: Epoch: [63] [2900/3251] learning_rate: 0.057729 loss_vfl: 0.788301 loss_bbox: 0.317289 loss_dfl: 0.199570 loss: 1.313861 eta: 2 days, 23:02:42 batch_cost: 2.3410 data_cost: 0.0009 ips: 11.9607 images/s [11/17 11:56:50] ppdet.engine INFO: Epoch: [63] [2920/3251] learning_rate: 0.057712 loss_vfl: 0.810094 loss_bbox: 0.257333 loss_dfl: 0.172626 loss: 1.280053 eta: 2 days, 23:01:59 batch_cost: 2.2139 data_cost: 0.0010 ips: 12.6471 images/s [11/17 11:57:37] ppdet.engine INFO: Epoch: [63] [2940/3251] learning_rate: 0.057694 loss_vfl: 0.766870 loss_bbox: 0.267426 loss_dfl: 0.187024 loss: 1.234232 eta: 2 days, 23:01:16 batch_cost: 2.2484 data_cost: 0.0011 ips: 12.4536 images/s [11/17 11:58:25] ppdet.engine INFO: Epoch: [63] [2960/3251] learning_rate: 0.057677 loss_vfl: 0.806739 loss_bbox: 0.270105 loss_dfl: 0.178032 loss: 1.264851 eta: 2 days, 23:00:34 batch_cost: 2.3258 data_cost: 0.0009 ips: 12.0391 images/s [11/17 11:59:11] ppdet.engine INFO: Epoch: [63] [2980/3251] learning_rate: 0.057659 loss_vfl: 0.794690 loss_bbox: 0.265540 loss_dfl: 0.182093 loss: 1.252659 eta: 2 days, 22:59:51 batch_cost: 2.2005 data_cost: 0.0015 ips: 12.7243 images/s [11/17 11:59:57] ppdet.engine INFO: Epoch: [63] [3000/3251] learning_rate: 0.057642 loss_vfl: 0.793677 loss_bbox: 0.260607 loss_dfl: 0.172681 loss: 1.212360 eta: 2 days, 22:59:07 batch_cost: 2.1420 data_cost: 0.0010 ips: 13.0720 images/s [11/17 12:00:44] ppdet.engine INFO: Epoch: [63] [3020/3251] learning_rate: 0.057624 loss_vfl: 0.775677 loss_bbox: 0.268111 loss_dfl: 0.179946 loss: 1.221326 eta: 2 days, 22:58:24 batch_cost: 2.2754 data_cost: 0.0012 ips: 12.3057 images/s [11/17 12:01:32] ppdet.engine INFO: Epoch: [63] [3040/3251] learning_rate: 0.057607 loss_vfl: 0.782780 loss_bbox: 0.291831 loss_dfl: 0.190774 loss: 1.242343 eta: 2 days, 22:57:41 batch_cost: 2.1759 data_cost: 0.0010 ips: 12.8682 images/s [11/17 12:02:18] ppdet.engine INFO: Epoch: [63] [3060/3251] learning_rate: 0.057589 loss_vfl: 0.796075 loss_bbox: 0.284285 loss_dfl: 0.181545 loss: 1.290566 eta: 2 days, 22:56:58 batch_cost: 2.2082 data_cost: 0.0010 ips: 12.6802 images/s [11/17 12:03:06] ppdet.engine INFO: Epoch: [63] [3080/3251] learning_rate: 0.057572 loss_vfl: 0.785156 loss_bbox: 0.235595 loss_dfl: 0.160909 loss: 1.216994 eta: 2 days, 22:56:15 batch_cost: 2.2332 data_cost: 0.0015 ips: 12.5380 images/s [11/17 12:03:52] ppdet.engine INFO: Epoch: [63] [3100/3251] learning_rate: 0.057554 loss_vfl: 0.767545 loss_bbox: 0.253147 loss_dfl: 0.185058 loss: 1.212280 eta: 2 days, 22:55:31 batch_cost: 2.1660 data_cost: 0.0010 ips: 12.9268 images/s [11/17 12:04:38] ppdet.engine INFO: Epoch: [63] [3120/3251] learning_rate: 0.057537 loss_vfl: 0.815794 loss_bbox: 0.234868 loss_dfl: 0.162496 loss: 1.215907 eta: 2 days, 22:54:47 batch_cost: 2.1319 data_cost: 0.0016 ips: 13.1336 images/s [11/17 12:05:25] ppdet.engine INFO: Epoch: [63] [3140/3251] learning_rate: 0.057519 loss_vfl: 0.786463 loss_bbox: 0.269641 loss_dfl: 0.178375 loss: 1.242380 eta: 2 days, 22:54:04 batch_cost: 2.2124 data_cost: 0.0011 ips: 12.6557 images/s [11/17 12:06:12] ppdet.engine INFO: Epoch: [63] [3160/3251] learning_rate: 0.057502 loss_vfl: 0.784055 loss_bbox: 0.280140 loss_dfl: 0.180280 loss: 1.250392 eta: 2 days, 22:53:20 batch_cost: 2.1754 data_cost: 0.0011 ips: 12.8710 images/s [11/17 12:06:57] ppdet.engine INFO: Epoch: [63] [3180/3251] learning_rate: 0.057484 loss_vfl: 0.774546 loss_bbox: 0.262164 loss_dfl: 0.182940 loss: 1.244974 eta: 2 days, 22:52:36 batch_cost: 2.1704 data_cost: 0.0010 ips: 12.9009 images/s [11/17 12:07:47] ppdet.engine INFO: Epoch: [63] [3200/3251] learning_rate: 0.057467 loss_vfl: 0.788231 loss_bbox: 0.277664 loss_dfl: 0.188949 loss: 1.244387 eta: 2 days, 22:51:54 batch_cost: 2.2674 data_cost: 0.0009 ips: 12.3489 images/s [11/17 12:08:33] ppdet.engine INFO: Epoch: [63] [3220/3251] learning_rate: 0.057449 loss_vfl: 0.778684 loss_bbox: 0.259559 loss_dfl: 0.176774 loss: 1.237276 eta: 2 days, 22:51:11 batch_cost: 2.2458 data_cost: 0.0011 ips: 12.4677 images/s [11/17 12:09:19] ppdet.engine INFO: Epoch: [63] [3240/3251] learning_rate: 0.057432 loss_vfl: 0.773413 loss_bbox: 0.285171 loss_dfl: 0.184653 loss: 1.234351 eta: 2 days, 22:50:28 batch_cost: 2.2020 data_cost: 0.0015 ips: 12.7159 images/s [11/17 12:09:38] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_lcnet_2_5x_640_mainbody [11/17 12:09:39] ppdet.engine INFO: Eval iter: 0 [11/17 12:10:26] ppdet.engine INFO: Eval iter: 100 [11/17 12:10:52] ppdet.engine INFO: Eval iter: 200 [11/17 12:11:19] ppdet.engine INFO: Eval iter: 300 [11/17 12:11:47] ppdet.engine INFO: Eval iter: 400 [11/17 12:12:14] ppdet.engine INFO: Eval iter: 500 [11/17 12:12:41] ppdet.engine INFO: Eval iter: 600 [11/17 12:13:08] ppdet.engine INFO: Eval iter: 700 [11/17 12:13:35] ppdet.engine INFO: Eval iter: 800 [11/17 12:14:03] ppdet.engine INFO: Eval iter: 900 [11/17 12:14:30] ppdet.engine INFO: Eval iter: 1000 [11/17 12:14:55] ppdet.engine INFO: Eval iter: 1100 [11/17 12:15:20] ppdet.engine INFO: Eval iter: 1200 [11/17 12:15:46] ppdet.engine INFO: Eval iter: 1300 [11/17 12:16:11] ppdet.engine INFO: Eval iter: 1400 [11/17 12:16:38] ppdet.engine INFO: Eval iter: 1500 [11/17 12:17:04] ppdet.engine INFO: Eval iter: 1600 [11/17 12:17:31] ppdet.engine INFO: Eval iter: 1700 [11/17 12:17:59] ppdet.engine INFO: Eval iter: 1800 [11/17 12:18:25] ppdet.engine INFO: Eval iter: 1900 [11/17 12:18:52] ppdet.engine INFO: Eval iter: 2000 [11/17 12:19:19] ppdet.engine INFO: Eval iter: 2100 [11/17 12:19:48] ppdet.engine INFO: Eval iter: 2200 [11/17 12:20:16] ppdet.engine INFO: Eval iter: 2300 [11/17 12:21:16] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json. loading annotations into memory... Done (t=1.18s) creating index... index created! [11/17 12:21:17] ppdet.metrics.coco_utils INFO: Start evaluate... Loading and preparing results... DONE (t=17.49s) creating index... index created! Running per image evaluation... Evaluate annotation type *bbox* DONE (t=380.74s). Accumulating evaluation results... DONE (t=31.51s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.403 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.604 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.429 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.222 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.454 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.528 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.083 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.396 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 ] = 0.628 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.770 [11/17 12:28:30] ppdet.engine INFO: Total sample number: 19074, averge FPS: 28.80266187493142 [11/17 12:28:30] ppdet.engine INFO: Best test bbox ap is 0.415. [11/17 12:28:33] ppdet.engine INFO: Epoch: [64] [ 0/3251] learning_rate: 0.057422 loss_vfl: 0.773482 loss_bbox: 0.263500 loss_dfl: 0.165383 loss: 1.197866 eta: 2 days, 22:49:56 batch_cost: 1.4996 data_cost: 0.0014 ips: 18.6715 images/s [11/17 12:29:20] ppdet.engine INFO: Epoch: [64] [ 20/3251] learning_rate: 0.057405 loss_vfl: 0.749885 loss_bbox: 0.274961 loss_dfl: 0.179575 loss: 1.234540 eta: 2 days, 22:49:13 batch_cost: 2.2564 data_cost: 0.0011 ips: 12.4092 images/s [11/17 12:30:08] ppdet.engine INFO: Epoch: [64] [ 40/3251] learning_rate: 0.057387 loss_vfl: 0.807612 loss_bbox: 0.292051 loss_dfl: 0.191031 loss: 1.294045 eta: 2 days, 22:48:31 batch_cost: 2.2600 data_cost: 0.0011 ips: 12.3896 images/s [11/17 12:30:54] ppdet.engine INFO: Epoch: [64] [ 60/3251] learning_rate: 0.057370 loss_vfl: 0.777248 loss_bbox: 0.314857 loss_dfl: 0.202314 loss: 1.311571 eta: 2 days, 22:47:47 batch_cost: 2.1990 data_cost: 0.0011 ips: 12.7333 images/s [11/17 12:31:41] ppdet.engine INFO: Epoch: [64] [ 80/3251] learning_rate: 0.057352 loss_vfl: 0.802133 loss_bbox: 0.253081 loss_dfl: 0.182981 loss: 1.214877 eta: 2 days, 22:47:04 batch_cost: 2.2365 data_cost: 0.0010 ips: 12.5196 images/s [11/17 12:32:31] ppdet.engine INFO: Epoch: [64] [ 100/3251] learning_rate: 0.057335 loss_vfl: 0.782761 loss_bbox: 0.304021 loss_dfl: 0.198899 loss: 1.285764 eta: 2 days, 22:46:23 batch_cost: 2.3520 data_cost: 0.0011 ips: 11.9046 images/s [11/17 12:33:18] ppdet.engine INFO: Epoch: [64] [ 120/3251] learning_rate: 0.057317 loss_vfl: 0.809745 loss_bbox: 0.269313 loss_dfl: 0.178089 loss: 1.235689 eta: 2 days, 22:45:39 batch_cost: 2.2068 data_cost: 0.0010 ips: 12.6882 images/s [11/17 12:34:07] ppdet.engine INFO: Epoch: [64] [ 140/3251] learning_rate: 0.057300 loss_vfl: 0.792639 loss_bbox: 0.252502 loss_dfl: 0.173314 loss: 1.219928 eta: 2 days, 22:44:58 batch_cost: 2.3877 data_cost: 0.0016 ips: 11.7267 images/s [11/17 12:34:54] ppdet.engine INFO: Epoch: [64] [ 160/3251] learning_rate: 0.057282 loss_vfl: 0.792406 loss_bbox: 0.271846 loss_dfl: 0.184254 loss: 1.259292 eta: 2 days, 22:44:15 batch_cost: 2.2168 data_cost: 0.0016 ips: 12.6309 images/s [11/17 12:35:42] ppdet.engine INFO: Epoch: [64] [ 180/3251] learning_rate: 0.057265 loss_vfl: 0.787727 loss_bbox: 0.283419 loss_dfl: 0.177276 loss: 1.245953 eta: 2 days, 22:43:32 batch_cost: 2.2228 data_cost: 0.0010 ips: 12.5970 images/s [11/17 12:36:31] ppdet.engine INFO: Epoch: [64] [ 200/3251] learning_rate: 0.057247 loss_vfl: 0.784577 loss_bbox: 0.243108 loss_dfl: 0.170199 loss: 1.198333 eta: 2 days, 22:42:50 batch_cost: 2.3321 data_cost: 0.0012 ips: 12.0063 images/s [11/17 12:37:17] ppdet.engine INFO: Epoch: [64] [ 220/3251] learning_rate: 0.057230 loss_vfl: 0.791659 loss_bbox: 0.312191 loss_dfl: 0.209830 loss: 1.278466 eta: 2 days, 22:42:07 batch_cost: 2.1721 data_cost: 0.0010 ips: 12.8909 images/s [11/17 12:38:03] ppdet.engine INFO: Epoch: [64] [ 240/3251] learning_rate: 0.057212 loss_vfl: 0.773517 loss_bbox: 0.264144 loss_dfl: 0.179586 loss: 1.237399 eta: 2 days, 22:41:23 batch_cost: 2.1752 data_cost: 0.0012 ips: 12.8725 images/s [11/17 12:38:53] ppdet.engine INFO: Epoch: [64] [ 260/3251] learning_rate: 0.057195 loss_vfl: 0.782205 loss_bbox: 0.265599 loss_dfl: 0.180269 loss: 1.227045 eta: 2 days, 22:40:41 batch_cost: 2.3441 data_cost: 0.0010 ips: 11.9448 images/s [11/17 12:39:41] ppdet.engine INFO: Epoch: [64] [ 280/3251] learning_rate: 0.057177 loss_vfl: 0.778349 loss_bbox: 0.255525 loss_dfl: 0.173529 loss: 1.202986 eta: 2 days, 22:39:58 batch_cost: 2.2156 data_cost: 0.0010 ips: 12.6377 images/s [11/17 12:40:28] ppdet.engine INFO: Epoch: [64] [ 300/3251] learning_rate: 0.057160 loss_vfl: 0.782061 loss_bbox: 0.250866 loss_dfl: 0.168783 loss: 1.187364 eta: 2 days, 22:39:15 batch_cost: 2.2640 data_cost: 0.0009 ips: 12.3676 images/s [11/17 12:41:17] ppdet.engine INFO: Epoch: [64] [ 320/3251] learning_rate: 0.057142 loss_vfl: 0.768065 loss_bbox: 0.259331 loss_dfl: 0.173120 loss: 1.258399 eta: 2 days, 22:38:33 batch_cost: 2.3098 data_cost: 0.0009 ips: 12.1220 images/s [11/17 12:42:04] ppdet.engine INFO: Epoch: [64] [ 340/3251] learning_rate: 0.057125 loss_vfl: 0.790575 loss_bbox: 0.296901 loss_dfl: 0.184996 loss: 1.292286 eta: 2 days, 22:37:50 batch_cost: 2.2394 data_cost: 0.0012 ips: 12.5035 images/s [11/17 12:42:51] ppdet.engine INFO: Epoch: [64] [ 360/3251] learning_rate: 0.057108 loss_vfl: 0.776087 loss_bbox: 0.266490 loss_dfl: 0.179854 loss: 1.207191 eta: 2 days, 22:37:07 batch_cost: 2.2322 data_cost: 0.0013 ips: 12.5434 images/s [11/17 12:43:39] ppdet.engine INFO: Epoch: [64] [ 380/3251] learning_rate: 0.057090 loss_vfl: 0.793304 loss_bbox: 0.246095 loss_dfl: 0.169877 loss: 1.237648 eta: 2 days, 22:36:25 batch_cost: 2.3133 data_cost: 0.0009 ips: 12.1038 images/s [11/17 12:44:27] ppdet.engine INFO: Epoch: [64] [ 400/3251] learning_rate: 0.057073 loss_vfl: 0.785946 loss_bbox: 0.301771 loss_dfl: 0.205760 loss: 1.286617 eta: 2 days, 22:35:42 batch_cost: 2.2408 data_cost: 0.0011 ips: 12.4955 images/s [11/17 12:45:14] ppdet.engine INFO: Epoch: [64] [ 420/3251] learning_rate: 0.057055 loss_vfl: 0.770577 loss_bbox: 0.276901 loss_dfl: 0.190593 loss: 1.206362 eta: 2 days, 22:35:00 batch_cost: 2.2425 data_cost: 0.0011 ips: 12.4858 images/s [11/17 12:46:01] ppdet.engine INFO: Epoch: [64] [ 440/3251] learning_rate: 0.057038 loss_vfl: 0.799600 loss_bbox: 0.277397 loss_dfl: 0.185727 loss: 1.280610 eta: 2 days, 22:34:16 batch_cost: 2.2091 data_cost: 0.0023 ips: 12.6748 images/s [11/17 12:46:47] ppdet.engine INFO: Epoch: [64] [ 460/3251] learning_rate: 0.057020 loss_vfl: 0.759995 loss_bbox: 0.249861 loss_dfl: 0.185277 loss: 1.228185 eta: 2 days, 22:33:32 batch_cost: 2.1397 data_cost: 0.0009 ips: 13.0861 images/s [11/17 12:47:32] ppdet.engine INFO: Epoch: [64] [ 480/3251] learning_rate: 0.057003 loss_vfl: 0.762206 loss_bbox: 0.285044 loss_dfl: 0.188987 loss: 1.256174 eta: 2 days, 22:32:48 batch_cost: 2.0906 data_cost: 0.0015 ips: 13.3936 images/s [11/17 12:48:21] ppdet.engine INFO: Epoch: [64] [ 500/3251] learning_rate: 0.056985 loss_vfl: 0.786166 loss_bbox: 0.303211 loss_dfl: 0.195633 loss: 1.278429 eta: 2 days, 22:32:05 batch_cost: 2.2829 data_cost: 0.0010 ips: 12.2651 images/s [11/17 12:49:10] ppdet.engine INFO: Epoch: [64] [ 520/3251] learning_rate: 0.056968 loss_vfl: 0.769519 loss_bbox: 0.253272 loss_dfl: 0.182587 loss: 1.227980 eta: 2 days, 22:31:23 batch_cost: 2.2879 data_cost: 0.0009 ips: 12.2383 images/s [11/17 12:49:56] ppdet.engine INFO: Epoch: [64] [ 540/3251] learning_rate: 0.056950 loss_vfl: 0.783350 loss_bbox: 0.283859 loss_dfl: 0.183992 loss: 1.244244 eta: 2 days, 22:30:40 batch_cost: 2.2033 data_cost: 0.0009 ips: 12.7082 images/s [11/17 12:50:43] ppdet.engine INFO: Epoch: [64] [ 560/3251] learning_rate: 0.056933 loss_vfl: 0.790396 loss_bbox: 0.258066 loss_dfl: 0.177631 loss: 1.245357 eta: 2 days, 22:29:57 batch_cost: 2.2342 data_cost: 0.0010 ips: 12.5327 images/s [11/17 12:51:30] ppdet.engine INFO: Epoch: [64] [ 580/3251] learning_rate: 0.056916 loss_vfl: 0.770099 loss_bbox: 0.261928 loss_dfl: 0.182176 loss: 1.227004 eta: 2 days, 22:29:14 batch_cost: 2.2350 data_cost: 0.0013 ips: 12.5282 images/s [11/17 12:52:16] ppdet.engine INFO: Epoch: [64] [ 600/3251] learning_rate: 0.056898 loss_vfl: 0.795953 loss_bbox: 0.262580 loss_dfl: 0.190881 loss: 1.242991 eta: 2 days, 22:28:31 batch_cost: 2.2319 data_cost: 0.0012 ips: 12.5456 images/s [11/17 12:53:03] ppdet.engine INFO: Epoch: [64] [ 620/3251] learning_rate: 0.056881 loss_vfl: 0.793166 loss_bbox: 0.297106 loss_dfl: 0.181609 loss: 1.264335 eta: 2 days, 22:27:48 batch_cost: 2.2301 data_cost: 0.0009 ips: 12.5555 images/s [11/17 12:53:50] ppdet.engine INFO: Epoch: [64] [ 640/3251] learning_rate: 0.056863 loss_vfl: 0.760941 loss_bbox: 0.256276 loss_dfl: 0.178523 loss: 1.237766 eta: 2 days, 22:27:05 batch_cost: 2.2319 data_cost: 0.0009 ips: 12.5452 images/s [11/17 12:54:36] ppdet.engine INFO: Epoch: [64] [ 660/3251] learning_rate: 0.056846 loss_vfl: 0.768388 loss_bbox: 0.260307 loss_dfl: 0.185319 loss: 1.218931 eta: 2 days, 22:26:21 batch_cost: 2.1691 data_cost: 0.0010 ips: 12.9087 images/s [11/17 12:55:22] ppdet.engine INFO: Epoch: [64] [ 680/3251] learning_rate: 0.056828 loss_vfl: 0.756740 loss_bbox: 0.269110 loss_dfl: 0.191492 loss: 1.244432 eta: 2 days, 22:25:37 batch_cost: 2.1721 data_cost: 0.0011 ips: 12.8907 images/s [11/17 12:56:11] ppdet.engine INFO: Epoch: [64] [ 700/3251] learning_rate: 0.056811 loss_vfl: 0.795828 loss_bbox: 0.252232 loss_dfl: 0.177581 loss: 1.236181 eta: 2 days, 22:24:55 batch_cost: 2.3271 data_cost: 0.0011 ips: 12.0322 images/s [11/17 12:57:00] ppdet.engine INFO: Epoch: [64] [ 720/3251] learning_rate: 0.056794 loss_vfl: 0.777136 loss_bbox: 0.277303 loss_dfl: 0.196309 loss: 1.262545 eta: 2 days, 22:24:13 batch_cost: 2.2925 data_cost: 0.0009 ips: 12.2139 images/s [11/17 12:57:46] ppdet.engine INFO: Epoch: [64] [ 740/3251] learning_rate: 0.056776 loss_vfl: 0.792299 loss_bbox: 0.265061 loss_dfl: 0.181639 loss: 1.244904 eta: 2 days, 22:23:29 batch_cost: 2.1430 data_cost: 0.0010 ips: 13.0655 images/s [11/17 12:58:32] ppdet.engine INFO: Epoch: [64] [ 760/3251] learning_rate: 0.056759 loss_vfl: 0.804719 loss_bbox: 0.238229 loss_dfl: 0.161982 loss: 1.215285 eta: 2 days, 22:22:46 batch_cost: 2.2188 data_cost: 0.0009 ips: 12.6192 images/s [11/17 12:59:18] ppdet.engine INFO: Epoch: [64] [ 780/3251] learning_rate: 0.056741 loss_vfl: 0.800261 loss_bbox: 0.273707 loss_dfl: 0.176997 loss: 1.241755 eta: 2 days, 22:22:02 batch_cost: 2.1528 data_cost: 0.0010 ips: 13.0064 images/s [11/17 13:00:04] ppdet.engine INFO: Epoch: [64] [ 800/3251] learning_rate: 0.056724 loss_vfl: 0.796580 loss_bbox: 0.264475 loss_dfl: 0.178874 loss: 1.286759 eta: 2 days, 22:21:19 batch_cost: 2.1793 data_cost: 0.0009 ips: 12.8482 images/s [11/17 13:00:53] ppdet.engine INFO: Epoch: [64] [ 820/3251] learning_rate: 0.056706 loss_vfl: 0.772389 loss_bbox: 0.281429 loss_dfl: 0.184885 loss: 1.242912 eta: 2 days, 22:20:37 batch_cost: 2.3212 data_cost: 0.0017 ips: 12.0629 images/s [11/17 13:01:42] ppdet.engine INFO: Epoch: [64] [ 840/3251] learning_rate: 0.056689 loss_vfl: 0.812558 loss_bbox: 0.258509 loss_dfl: 0.173900 loss: 1.250443 eta: 2 days, 22:19:54 batch_cost: 2.3091 data_cost: 0.0011 ips: 12.1260 images/s [11/17 13:02:30] ppdet.engine INFO: Epoch: [64] [ 860/3251] learning_rate: 0.056672 loss_vfl: 0.788287 loss_bbox: 0.277419 loss_dfl: 0.179456 loss: 1.244654 eta: 2 days, 22:19:12 batch_cost: 2.2797 data_cost: 0.0015 ips: 12.2825 images/s [11/17 13:03:15] ppdet.engine INFO: Epoch: [64] [ 880/3251] learning_rate: 0.056654 loss_vfl: 0.782002 loss_bbox: 0.214927 loss_dfl: 0.160465 loss: 1.144138 eta: 2 days, 22:18:27 batch_cost: 2.0602 data_cost: 0.0009 ips: 13.5911 images/s [11/17 13:04:03] ppdet.engine INFO: Epoch: [64] [ 900/3251] learning_rate: 0.056637 loss_vfl: 0.776678 loss_bbox: 0.271716 loss_dfl: 0.181824 loss: 1.240769 eta: 2 days, 22:17:44 batch_cost: 2.2262 data_cost: 0.0010 ips: 12.5776 images/s [11/17 13:04:49] ppdet.engine INFO: Epoch: [64] [ 920/3251] learning_rate: 0.056619 loss_vfl: 0.767867 loss_bbox: 0.249858 loss_dfl: 0.178517 loss: 1.217799 eta: 2 days, 22:17:00 batch_cost: 2.1593 data_cost: 0.0016 ips: 12.9673 images/s [11/17 13:05:37] ppdet.engine INFO: Epoch: [64] [ 940/3251] learning_rate: 0.056602 loss_vfl: 0.786788 loss_bbox: 0.269791 loss_dfl: 0.178466 loss: 1.239009 eta: 2 days, 22:16:18 batch_cost: 2.2786 data_cost: 0.0009 ips: 12.2885 images/s [11/17 13:06:20] ppdet.engine INFO: Epoch: [64] [ 960/3251] learning_rate: 0.056585 loss_vfl: 0.782368 loss_bbox: 0.265759 loss_dfl: 0.176511 loss: 1.231192 eta: 2 days, 22:15:32 batch_cost: 2.0229 data_cost: 0.0010 ips: 13.8414 images/s [11/17 13:07:07] ppdet.engine INFO: Epoch: [64] [ 980/3251] learning_rate: 0.056567 loss_vfl: 0.816390 loss_bbox: 0.253246 loss_dfl: 0.170812 loss: 1.224274 eta: 2 days, 22:14:49 batch_cost: 2.2169 data_cost: 0.0028 ips: 12.6304 images/s [11/17 13:07:57] ppdet.engine INFO: Epoch: [64] [1000/3251] learning_rate: 0.056550 loss_vfl: 0.778739 loss_bbox: 0.260033 loss_dfl: 0.177318 loss: 1.238548 eta: 2 days, 22:14:08 batch_cost: 2.3654 data_cost: 0.0012 ips: 11.8375 images/s [11/17 13:08:44] ppdet.engine INFO: Epoch: [64] [1020/3251] learning_rate: 0.056532 loss_vfl: 0.799782 loss_bbox: 0.268412 loss_dfl: 0.178633 loss: 1.254845 eta: 2 days, 22:13:25 batch_cost: 2.2375 data_cost: 0.0009 ips: 12.5137 images/s [11/17 13:09:32] ppdet.engine INFO: Epoch: [64] [1040/3251] learning_rate: 0.056515 loss_vfl: 0.789474 loss_bbox: 0.248533 loss_dfl: 0.174907 loss: 1.223117 eta: 2 days, 22:12:42 batch_cost: 2.2331 data_cost: 0.0009 ips: 12.5386 images/s [11/17 13:10:18] ppdet.engine INFO: Epoch: [64] [1060/3251] learning_rate: 0.056497 loss_vfl: 0.775188 loss_bbox: 0.246396 loss_dfl: 0.171535 loss: 1.221158 eta: 2 days, 22:11:58 batch_cost: 2.1860 data_cost: 0.0017 ips: 12.8091 images/s [11/17 13:11:07] ppdet.engine INFO: Epoch: [64] [1080/3251] learning_rate: 0.056480 loss_vfl: 0.814177 loss_bbox: 0.251785 loss_dfl: 0.179578 loss: 1.242926 eta: 2 days, 22:11:16 batch_cost: 2.3075 data_cost: 0.0011 ips: 12.1341 images/s [11/17 13:11:51] ppdet.engine INFO: Epoch: [64] [1100/3251] learning_rate: 0.056463 loss_vfl: 0.806718 loss_bbox: 0.310894 loss_dfl: 0.197737 loss: 1.309380 eta: 2 days, 22:10:31 batch_cost: 2.0659 data_cost: 0.0011 ips: 13.5536 images/s [11/17 13:12:40] ppdet.engine INFO: Epoch: [64] [1120/3251] learning_rate: 0.056445 loss_vfl: 0.777701 loss_bbox: 0.236462 loss_dfl: 0.164532 loss: 1.171710 eta: 2 days, 22:09:49 batch_cost: 2.2906 data_cost: 0.0010 ips: 12.2241 images/s [11/17 13:13:29] ppdet.engine INFO: Epoch: [64] [1140/3251] learning_rate: 0.056428 loss_vfl: 0.770489 loss_bbox: 0.255323 loss_dfl: 0.178578 loss: 1.224270 eta: 2 days, 22:09:07 batch_cost: 2.2955 data_cost: 0.0009 ips: 12.1976 images/s [11/17 13:14:16] ppdet.engine INFO: Epoch: [64] [1160/3251] learning_rate: 0.056410 loss_vfl: 0.796863 loss_bbox: 0.255040 loss_dfl: 0.175215 loss: 1.227404 eta: 2 days, 22:08:24 batch_cost: 2.2342 data_cost: 0.0011 ips: 12.5323 images/s [11/17 13:15:04] ppdet.engine INFO: Epoch: [64] [1180/3251] learning_rate: 0.056393 loss_vfl: 0.785733 loss_bbox: 0.316278 loss_dfl: 0.207217 loss: 1.283744 eta: 2 days, 22:07:41 batch_cost: 2.2101 data_cost: 0.0012 ips: 12.6692 images/s [11/17 13:15:49] ppdet.engine INFO: Epoch: [64] [1200/3251] learning_rate: 0.056376 loss_vfl: 0.787682 loss_bbox: 0.254419 loss_dfl: 0.176392 loss: 1.218052 eta: 2 days, 22:06:56 batch_cost: 2.1146 data_cost: 0.0009 ips: 13.2414 images/s [11/17 13:16:35] ppdet.engine INFO: Epoch: [64] [1220/3251] learning_rate: 0.056358 loss_vfl: 0.774867 loss_bbox: 0.244913 loss_dfl: 0.177456 loss: 1.219924 eta: 2 days, 22:06:13 batch_cost: 2.2104 data_cost: 0.0010 ips: 12.6675 images/s [11/17 13:17:21] ppdet.engine INFO: Epoch: [64] [1240/3251] learning_rate: 0.056341 loss_vfl: 0.775621 loss_bbox: 0.257715 loss_dfl: 0.187886 loss: 1.201832 eta: 2 days, 22:05:28 batch_cost: 2.0882 data_cost: 0.0010 ips: 13.4087 images/s [11/17 13:18:08] ppdet.engine INFO: Epoch: [64] [1260/3251] learning_rate: 0.056324 loss_vfl: 0.802815 loss_bbox: 0.307666 loss_dfl: 0.200844 loss: 1.296213 eta: 2 days, 22:04:45 batch_cost: 2.1732 data_cost: 0.0009 ips: 12.8844 images/s [11/17 13:18:53] ppdet.engine INFO: Epoch: [64] [1280/3251] learning_rate: 0.056306 loss_vfl: 0.806443 loss_bbox: 0.264190 loss_dfl: 0.187974 loss: 1.257124 eta: 2 days, 22:04:00 batch_cost: 2.0594 data_cost: 0.0009 ips: 13.5964 images/s [11/17 13:19:39] ppdet.engine INFO: Epoch: [64] [1300/3251] learning_rate: 0.056289 loss_vfl: 0.783485 loss_bbox: 0.243699 loss_dfl: 0.171518 loss: 1.212853 eta: 2 days, 22:03:16 batch_cost: 2.1226 data_cost: 0.0010 ips: 13.1913 images/s [11/17 13:20:26] ppdet.engine INFO: Epoch: [64] [1320/3251] learning_rate: 0.056271 loss_vfl: 0.792954 loss_bbox: 0.252026 loss_dfl: 0.168038 loss: 1.196936 eta: 2 days, 22:02:32 batch_cost: 2.1862 data_cost: 0.0012 ips: 12.8076 images/s [11/17 13:21:13] ppdet.engine INFO: Epoch: [64] [1340/3251] learning_rate: 0.056254 loss_vfl: 0.789868 loss_bbox: 0.267586 loss_dfl: 0.190998 loss: 1.246084 eta: 2 days, 22:01:49 batch_cost: 2.2314 data_cost: 0.0012 ips: 12.5482 images/s [11/17 13:22:00] ppdet.engine INFO: Epoch: [64] [1360/3251] learning_rate: 0.056237 loss_vfl: 0.787351 loss_bbox: 0.290145 loss_dfl: 0.197907 loss: 1.291343 eta: 2 days, 22:01:06 batch_cost: 2.1788 data_cost: 0.0011 ips: 12.8513 images/s [11/17 13:22:46] ppdet.engine INFO: Epoch: [64] [1380/3251] learning_rate: 0.056219 loss_vfl: 0.796846 loss_bbox: 0.286037 loss_dfl: 0.192456 loss: 1.266545 eta: 2 days, 22:00:22 batch_cost: 2.1960 data_cost: 0.0013 ips: 12.7505 images/s [11/17 13:23:37] ppdet.engine INFO: Epoch: [64] [1400/3251] learning_rate: 0.056202 loss_vfl: 0.766360 loss_bbox: 0.270372 loss_dfl: 0.184195 loss: 1.248047 eta: 2 days, 21:59:41 batch_cost: 2.4387 data_cost: 0.0009 ips: 11.4816 images/s [11/17 13:24:23] ppdet.engine INFO: Epoch: [64] [1420/3251] learning_rate: 0.056185 loss_vfl: 0.764918 loss_bbox: 0.267423 loss_dfl: 0.173981 loss: 1.206251 eta: 2 days, 21:58:58 batch_cost: 2.2014 data_cost: 0.0009 ips: 12.7189 images/s [11/17 13:25:09] ppdet.engine INFO: Epoch: [64] [1440/3251] learning_rate: 0.056167 loss_vfl: 0.779721 loss_bbox: 0.277669 loss_dfl: 0.183742 loss: 1.240562 eta: 2 days, 21:58:15 batch_cost: 2.2087 data_cost: 0.0010 ips: 12.6772 images/s [11/17 13:25:56] ppdet.engine INFO: Epoch: [64] [1460/3251] learning_rate: 0.056150 loss_vfl: 0.795514 loss_bbox: 0.281568 loss_dfl: 0.198798 loss: 1.247009 eta: 2 days, 21:57:32 batch_cost: 2.2067 data_cost: 0.0009 ips: 12.6884 images/s [11/17 13:26:43] ppdet.engine INFO: Epoch: [64] [1480/3251] learning_rate: 0.056132 loss_vfl: 0.773994 loss_bbox: 0.280964 loss_dfl: 0.188649 loss: 1.247114 eta: 2 days, 21:56:48 batch_cost: 2.1355 data_cost: 0.0011 ips: 13.1115 images/s [11/17 13:27:29] ppdet.engine INFO: Epoch: [64] [1500/3251] learning_rate: 0.056115 loss_vfl: 0.785334 loss_bbox: 0.280714 loss_dfl: 0.191435 loss: 1.269592 eta: 2 days, 21:56:04 batch_cost: 2.1530 data_cost: 0.0009 ips: 13.0048 images/s [11/17 13:28:16] ppdet.engine INFO: Epoch: [64] [1520/3251] learning_rate: 0.056098 loss_vfl: 0.790675 loss_bbox: 0.277822 loss_dfl: 0.184134 loss: 1.281377 eta: 2 days, 21:55:20 batch_cost: 2.1543 data_cost: 0.0010 ips: 12.9974 images/s [11/17 13:29:03] ppdet.engine INFO: Epoch: [64] [1540/3251] learning_rate: 0.056080 loss_vfl: 0.790433 loss_bbox: 0.251108 loss_dfl: 0.161769 loss: 1.217301 eta: 2 days, 21:54:37 batch_cost: 2.2116 data_cost: 0.0014 ips: 12.6603 images/s [11/17 13:29:49] ppdet.engine INFO: Epoch: [64] [1560/3251] learning_rate: 0.056063 loss_vfl: 0.772714 loss_bbox: 0.299573 loss_dfl: 0.199003 loss: 1.287140 eta: 2 days, 21:53:53 batch_cost: 2.2230 data_cost: 0.0013 ips: 12.5955 images/s [11/17 13:30:36] ppdet.engine INFO: Epoch: [64] [1580/3251] learning_rate: 0.056046 loss_vfl: 0.786579 loss_bbox: 0.269026 loss_dfl: 0.192046 loss: 1.298527 eta: 2 days, 21:53:10 batch_cost: 2.2004 data_cost: 0.0015 ips: 12.7249 images/s [11/17 13:31:21] ppdet.engine INFO: Epoch: [64] [1600/3251] learning_rate: 0.056028 loss_vfl: 0.796442 loss_bbox: 0.261028 loss_dfl: 0.178664 loss: 1.257355 eta: 2 days, 21:52:26 batch_cost: 2.0908 data_cost: 0.0012 ips: 13.3920 images/s [11/17 13:32:08] ppdet.engine INFO: Epoch: [64] [1620/3251] learning_rate: 0.056011 loss_vfl: 0.779484 loss_bbox: 0.255171 loss_dfl: 0.184968 loss: 1.213821 eta: 2 days, 21:51:42 batch_cost: 2.1914 data_cost: 0.0011 ips: 12.7773 images/s [11/17 13:32:57] ppdet.engine INFO: Epoch: [64] [1640/3251] learning_rate: 0.055994 loss_vfl: 0.778516 loss_bbox: 0.257225 loss_dfl: 0.176867 loss: 1.196978 eta: 2 days, 21:50:59 batch_cost: 2.2556 data_cost: 0.0010 ips: 12.4133 images/s [11/17 13:33:44] ppdet.engine INFO: Epoch: [64] [1660/3251] learning_rate: 0.055976 loss_vfl: 0.767819 loss_bbox: 0.272733 loss_dfl: 0.193260 loss: 1.257829 eta: 2 days, 21:50:17 batch_cost: 2.2824 data_cost: 0.0009 ips: 12.2679 images/s [11/17 13:34:30] ppdet.engine INFO: Epoch: [64] [1680/3251] learning_rate: 0.055959 loss_vfl: 0.781158 loss_bbox: 0.262229 loss_dfl: 0.173370 loss: 1.202516 eta: 2 days, 21:49:33 batch_cost: 2.1709 data_cost: 0.0009 ips: 12.8979 images/s [11/17 13:35:19] ppdet.engine INFO: Epoch: [64] [1700/3251] learning_rate: 0.055941 loss_vfl: 0.770279 loss_bbox: 0.290881 loss_dfl: 0.190798 loss: 1.224105 eta: 2 days, 21:48:50 batch_cost: 2.2464 data_cost: 0.0014 ips: 12.4646 images/s [11/17 13:36:06] ppdet.engine INFO: Epoch: [64] [1720/3251] learning_rate: 0.055924 loss_vfl: 0.783719 loss_bbox: 0.256721 loss_dfl: 0.175607 loss: 1.234455 eta: 2 days, 21:48:08 batch_cost: 2.2537 data_cost: 0.0009 ips: 12.4239 images/s [11/17 13:36:53] ppdet.engine INFO: Epoch: [64] [1740/3251] learning_rate: 0.055907 loss_vfl: 0.792062 loss_bbox: 0.290669 loss_dfl: 0.192839 loss: 1.257080 eta: 2 days, 21:47:24 batch_cost: 2.1620 data_cost: 0.0010 ips: 12.9508 images/s [11/17 13:37:38] ppdet.engine INFO: Epoch: [64] [1760/3251] learning_rate: 0.055889 loss_vfl: 0.795247 loss_bbox: 0.257028 loss_dfl: 0.170126 loss: 1.202446 eta: 2 days, 21:46:40 batch_cost: 2.1175 data_cost: 0.0016 ips: 13.2230 images/s [11/17 13:38:23] ppdet.engine INFO: Epoch: [64] [1780/3251] learning_rate: 0.055872 loss_vfl: 0.778920 loss_bbox: 0.269307 loss_dfl: 0.178765 loss: 1.230980 eta: 2 days, 21:45:56 batch_cost: 2.1607 data_cost: 0.0009 ips: 12.9589 images/s [11/17 13:39:10] ppdet.engine INFO: Epoch: [64] [1800/3251] learning_rate: 0.055855 loss_vfl: 0.784266 loss_bbox: 0.309275 loss_dfl: 0.207864 loss: 1.291260 eta: 2 days, 21:45:13 batch_cost: 2.2052 data_cost: 0.0010 ips: 12.6975 images/s [11/17 13:39:58] ppdet.engine INFO: Epoch: [64] [1820/3251] learning_rate: 0.055837 loss_vfl: 0.798653 loss_bbox: 0.257048 loss_dfl: 0.176217 loss: 1.232879 eta: 2 days, 21:44:30 batch_cost: 2.2671 data_cost: 0.0009 ips: 12.3504 images/s [11/17 13:40:44] ppdet.engine INFO: Epoch: [64] [1840/3251] learning_rate: 0.055820 loss_vfl: 0.792435 loss_bbox: 0.287022 loss_dfl: 0.200080 loss: 1.269791 eta: 2 days, 21:43:46 batch_cost: 2.1905 data_cost: 0.0009 ips: 12.7824 images/s [11/17 13:41:34] ppdet.engine INFO: Epoch: [64] [1860/3251] learning_rate: 0.055803 loss_vfl: 0.788015 loss_bbox: 0.284837 loss_dfl: 0.195250 loss: 1.267789 eta: 2 days, 21:43:05 batch_cost: 2.3633 data_cost: 0.0011 ips: 11.8478 images/s [11/17 13:42:21] ppdet.engine INFO: Epoch: [64] [1880/3251] learning_rate: 0.055785 loss_vfl: 0.795107 loss_bbox: 0.252682 loss_dfl: 0.162262 loss: 1.217108 eta: 2 days, 21:42:22 batch_cost: 2.2549 data_cost: 0.0015 ips: 12.4176 images/s [11/17 13:43:07] ppdet.engine INFO: Epoch: [64] [1900/3251] learning_rate: 0.055768 loss_vfl: 0.783548 loss_bbox: 0.258502 loss_dfl: 0.175958 loss: 1.231743 eta: 2 days, 21:41:39 batch_cost: 2.2029 data_cost: 0.0010 ips: 12.7104 images/s [11/17 13:43:54] ppdet.engine INFO: Epoch: [64] [1920/3251] learning_rate: 0.055751 loss_vfl: 0.788193 loss_bbox: 0.252620 loss_dfl: 0.173959 loss: 1.235446 eta: 2 days, 21:40:55 batch_cost: 2.1232 data_cost: 0.0010 ips: 13.1876 images/s [11/17 13:44:42] ppdet.engine INFO: Epoch: [64] [1940/3251] learning_rate: 0.055733 loss_vfl: 0.788267 loss_bbox: 0.280899 loss_dfl: 0.189949 loss: 1.247519 eta: 2 days, 21:40:12 batch_cost: 2.2489 data_cost: 0.0009 ips: 12.4504 images/s [11/17 13:45:28] ppdet.engine INFO: Epoch: [64] [1960/3251] learning_rate: 0.055716 loss_vfl: 0.782880 loss_bbox: 0.274768 loss_dfl: 0.181536 loss: 1.259661 eta: 2 days, 21:39:29 batch_cost: 2.2393 data_cost: 0.0009 ips: 12.5038 images/s [11/17 13:46:17] ppdet.engine INFO: Epoch: [64] [1980/3251] learning_rate: 0.055699 loss_vfl: 0.751921 loss_bbox: 0.271572 loss_dfl: 0.174982 loss: 1.241301 eta: 2 days, 21:38:46 batch_cost: 2.2564 data_cost: 0.0011 ips: 12.4092 images/s [11/17 13:47:03] ppdet.engine INFO: Epoch: [64] [2000/3251] learning_rate: 0.055681 loss_vfl: 0.783531 loss_bbox: 0.274501 loss_dfl: 0.183127 loss: 1.237088 eta: 2 days, 21:38:02 batch_cost: 2.1691 data_cost: 0.0013 ips: 12.9086 images/s [11/17 13:47:50] ppdet.engine INFO: Epoch: [64] [2020/3251] learning_rate: 0.055664 loss_vfl: 0.783183 loss_bbox: 0.275839 loss_dfl: 0.193481 loss: 1.241326 eta: 2 days, 21:37:19 batch_cost: 2.1961 data_cost: 0.0010 ips: 12.7500 images/s [11/17 13:48:36] ppdet.engine INFO: Epoch: [64] [2040/3251] learning_rate: 0.055647 loss_vfl: 0.757663 loss_bbox: 0.267245 loss_dfl: 0.178555 loss: 1.210986 eta: 2 days, 21:36:35 batch_cost: 2.1475 data_cost: 0.0009 ips: 13.0384 images/s [11/17 13:49:21] ppdet.engine INFO: Epoch: [64] [2060/3251] learning_rate: 0.055629 loss_vfl: 0.775109 loss_bbox: 0.277652 loss_dfl: 0.194729 loss: 1.231931 eta: 2 days, 21:35:52 batch_cost: 2.1777 data_cost: 0.0009 ips: 12.8578 images/s [11/17 13:50:07] ppdet.engine INFO: Epoch: [64] [2080/3251] learning_rate: 0.055612 loss_vfl: 0.807619 loss_bbox: 0.253638 loss_dfl: 0.174540 loss: 1.227027 eta: 2 days, 21:35:08 batch_cost: 2.1673 data_cost: 0.0011 ips: 12.9194 images/s [11/17 13:50:55] ppdet.engine INFO: Epoch: [64] [2100/3251] learning_rate: 0.055595 loss_vfl: 0.756691 loss_bbox: 0.252259 loss_dfl: 0.174198 loss: 1.192979 eta: 2 days, 21:34:25 batch_cost: 2.2588 data_cost: 0.0010 ips: 12.3957 images/s [11/17 13:51:41] ppdet.engine INFO: Epoch: [64] [2120/3251] learning_rate: 0.055577 loss_vfl: 0.768884 loss_bbox: 0.277857 loss_dfl: 0.191377 loss: 1.267343 eta: 2 days, 21:33:42 batch_cost: 2.1817 data_cost: 0.0012 ips: 12.8341 images/s [11/17 13:52:28] ppdet.engine INFO: Epoch: [64] [2140/3251] learning_rate: 0.055560 loss_vfl: 0.794293 loss_bbox: 0.279506 loss_dfl: 0.189802 loss: 1.227371 eta: 2 days, 21:32:58 batch_cost: 2.1632 data_cost: 0.0010 ips: 12.9439 images/s [11/17 13:53:16] ppdet.engine INFO: Epoch: [64] [2160/3251] learning_rate: 0.055543 loss_vfl: 0.807678 loss_bbox: 0.253558 loss_dfl: 0.182072 loss: 1.238627 eta: 2 days, 21:32:16 batch_cost: 2.3152 data_cost: 0.0011 ips: 12.0940 images/s [11/17 13:54:06] ppdet.engine INFO: Epoch: [64] [2180/3251] learning_rate: 0.055526 loss_vfl: 0.783444 loss_bbox: 0.281596 loss_dfl: 0.189123 loss: 1.264194 eta: 2 days, 21:31:34 batch_cost: 2.3567 data_cost: 0.0009 ips: 11.8813 images/s [11/17 13:54:54] ppdet.engine INFO: Epoch: [64] [2200/3251] learning_rate: 0.055508 loss_vfl: 0.792285 loss_bbox: 0.276071 loss_dfl: 0.195746 loss: 1.284394 eta: 2 days, 21:30:51 batch_cost: 2.2436 data_cost: 0.0009 ips: 12.4798 images/s [11/17 13:55:39] ppdet.engine INFO: Epoch: [64] [2220/3251] learning_rate: 0.055491 loss_vfl: 0.772154 loss_bbox: 0.220094 loss_dfl: 0.155231 loss: 1.143191 eta: 2 days, 21:30:08 batch_cost: 2.1763 data_cost: 0.0009 ips: 12.8657 images/s [11/17 13:56:24] ppdet.engine INFO: Epoch: [64] [2240/3251] learning_rate: 0.055474 loss_vfl: 0.814490 loss_bbox: 0.260341 loss_dfl: 0.179889 loss: 1.245679 eta: 2 days, 21:29:24 batch_cost: 2.1405 data_cost: 0.0009 ips: 13.0810 images/s [11/17 13:57:11] ppdet.engine INFO: Epoch: [64] [2260/3251] learning_rate: 0.055456 loss_vfl: 0.793600 loss_bbox: 0.245055 loss_dfl: 0.169566 loss: 1.216868 eta: 2 days, 21:28:40 batch_cost: 2.2253 data_cost: 0.0010 ips: 12.5826 images/s [11/17 13:57:56] ppdet.engine INFO: Epoch: [64] [2280/3251] learning_rate: 0.055439 loss_vfl: 0.782245 loss_bbox: 0.264296 loss_dfl: 0.181659 loss: 1.237023 eta: 2 days, 21:27:57 batch_cost: 2.1672 data_cost: 0.0010 ips: 12.9200 images/s [11/17 13:58:45] ppdet.engine INFO: Epoch: [64] [2300/3251] learning_rate: 0.055422 loss_vfl: 0.789002 loss_bbox: 0.269823 loss_dfl: 0.179584 loss: 1.231796 eta: 2 days, 21:27:15 batch_cost: 2.3029 data_cost: 0.0013 ips: 12.1587 images/s [11/17 13:59:32] ppdet.engine INFO: Epoch: [64] [2320/3251] learning_rate: 0.055404 loss_vfl: 0.805074 loss_bbox: 0.271843 loss_dfl: 0.191259 loss: 1.266916 eta: 2 days, 21:26:32 batch_cost: 2.2670 data_cost: 0.0009 ips: 12.3509 images/s [11/17 14:00:21] ppdet.engine INFO: Epoch: [64] [2340/3251] learning_rate: 0.055387 loss_vfl: 0.796743 loss_bbox: 0.274035 loss_dfl: 0.185900 loss: 1.260749 eta: 2 days, 21:25:49 batch_cost: 2.2721 data_cost: 0.0010 ips: 12.3237 images/s [11/17 14:01:10] ppdet.engine INFO: Epoch: [64] [2360/3251] learning_rate: 0.055370 loss_vfl: 0.773071 loss_bbox: 0.263528 loss_dfl: 0.173849 loss: 1.205868 eta: 2 days, 21:25:07 batch_cost: 2.3154 data_cost: 0.0011 ips: 12.0928 images/s [11/17 14:01:55] ppdet.engine INFO: Epoch: [64] [2380/3251] learning_rate: 0.055352 loss_vfl: 0.819928 loss_bbox: 0.286263 loss_dfl: 0.184096 loss: 1.244028 eta: 2 days, 21:24:22 batch_cost: 2.0363 data_cost: 0.0010 ips: 13.7503 images/s [11/17 14:02:42] ppdet.engine INFO: Epoch: [64] [2400/3251] learning_rate: 0.055335 loss_vfl: 0.801213 loss_bbox: 0.300192 loss_dfl: 0.188768 loss: 1.290083 eta: 2 days, 21:23:39 batch_cost: 2.1981 data_cost: 0.0012 ips: 12.7382 images/s [11/17 14:03:31] ppdet.engine INFO: Epoch: [64] [2420/3251] learning_rate: 0.055318 loss_vfl: 0.782093 loss_bbox: 0.246302 loss_dfl: 0.160142 loss: 1.187742 eta: 2 days, 21:22:56 batch_cost: 2.2987 data_cost: 0.0010 ips: 12.1809 images/s [11/17 14:04:17] ppdet.engine INFO: Epoch: [64] [2440/3251] learning_rate: 0.055301 loss_vfl: 0.796029 loss_bbox: 0.278190 loss_dfl: 0.186557 loss: 1.247374 eta: 2 days, 21:22:12 batch_cost: 2.1339 data_cost: 0.0010 ips: 13.1215 images/s [11/17 14:05:01] ppdet.engine INFO: Epoch: [64] [2460/3251] learning_rate: 0.055283 loss_vfl: 0.782347 loss_bbox: 0.253319 loss_dfl: 0.169072 loss: 1.240256 eta: 2 days, 21:21:27 batch_cost: 2.0632 data_cost: 0.0012 ips: 13.5713 images/s [11/17 14:05:49] ppdet.engine INFO: Epoch: [64] [2480/3251] learning_rate: 0.055266 loss_vfl: 0.803192 loss_bbox: 0.230609 loss_dfl: 0.169053 loss: 1.215493 eta: 2 days, 21:20:45 batch_cost: 2.2792 data_cost: 0.0015 ips: 12.2849 images/s [11/17 14:06:37] ppdet.engine INFO: Epoch: [64] [2500/3251] learning_rate: 0.055249 loss_vfl: 0.786901 loss_bbox: 0.269159 loss_dfl: 0.175924 loss: 1.233222 eta: 2 days, 21:20:01 batch_cost: 2.1821 data_cost: 0.0010 ips: 12.8319 images/s [11/17 14:07:25] ppdet.engine INFO: Epoch: [64] [2520/3251] learning_rate: 0.055231 loss_vfl: 0.771020 loss_bbox: 0.312055 loss_dfl: 0.191773 loss: 1.246540 eta: 2 days, 21:19:19 batch_cost: 2.2911 data_cost: 0.0011 ips: 12.2215 images/s [11/17 14:08:09] ppdet.engine INFO: Epoch: [64] [2540/3251] learning_rate: 0.055214 loss_vfl: 0.804212 loss_bbox: 0.305509 loss_dfl: 0.193707 loss: 1.278244 eta: 2 days, 21:18:34 batch_cost: 2.0501 data_cost: 0.0011 ips: 13.6578 images/s [11/17 14:08:56] ppdet.engine INFO: Epoch: [64] [2560/3251] learning_rate: 0.055197 loss_vfl: 0.793138 loss_bbox: 0.264682 loss_dfl: 0.173068 loss: 1.236224 eta: 2 days, 21:17:51 batch_cost: 2.2648 data_cost: 0.0014 ips: 12.3631 images/s [11/17 14:09:41] ppdet.engine INFO: Epoch: [64] [2580/3251] learning_rate: 0.055180 loss_vfl: 0.807162 loss_bbox: 0.234460 loss_dfl: 0.162564 loss: 1.209569 eta: 2 days, 21:17:07 batch_cost: 2.0610 data_cost: 0.0010 ips: 13.5857 images/s [11/17 14:10:28] ppdet.engine INFO: Epoch: [64] [2600/3251] learning_rate: 0.055162 loss_vfl: 0.810619 loss_bbox: 0.241366 loss_dfl: 0.168968 loss: 1.237307 eta: 2 days, 21:16:23 batch_cost: 2.1701 data_cost: 0.0011 ips: 12.9028 images/s [11/17 14:11:16] ppdet.engine INFO: Epoch: [64] [2620/3251] learning_rate: 0.055145 loss_vfl: 0.783906 loss_bbox: 0.263985 loss_dfl: 0.179034 loss: 1.233743 eta: 2 days, 21:15:40 batch_cost: 2.2100 data_cost: 0.0015 ips: 12.6694 images/s [11/17 14:12:04] ppdet.engine INFO: Epoch: [64] [2640/3251] learning_rate: 0.055128 loss_vfl: 0.791180 loss_bbox: 0.296416 loss_dfl: 0.199810 loss: 1.284467 eta: 2 days, 21:14:57 batch_cost: 2.2542 data_cost: 0.0011 ips: 12.4215 images/s [11/17 14:12:53] ppdet.engine INFO: Epoch: [64] [2660/3251] learning_rate: 0.055111 loss_vfl: 0.759067 loss_bbox: 0.271880 loss_dfl: 0.178846 loss: 1.192757 eta: 2 days, 21:14:14 batch_cost: 2.2902 data_cost: 0.0013 ips: 12.2262 images/s [11/17 14:13:38] ppdet.engine INFO: Epoch: [64] [2680/3251] learning_rate: 0.055093 loss_vfl: 0.776948 loss_bbox: 0.288164 loss_dfl: 0.196648 loss: 1.261982 eta: 2 days, 21:13:30 batch_cost: 2.0788 data_cost: 0.0009 ips: 13.4690 images/s [11/17 14:14:25] ppdet.engine INFO: Epoch: [64] [2700/3251] learning_rate: 0.055076 loss_vfl: 0.790656 loss_bbox: 0.272952 loss_dfl: 0.179903 loss: 1.227086 eta: 2 days, 21:12:47 batch_cost: 2.2156 data_cost: 0.0010 ips: 12.6375 images/s [11/17 14:15:12] ppdet.engine INFO: Epoch: [64] [2720/3251] learning_rate: 0.055059 loss_vfl: 0.785973 loss_bbox: 0.243651 loss_dfl: 0.167182 loss: 1.216685 eta: 2 days, 21:12:04 batch_cost: 2.2305 data_cost: 0.0010 ips: 12.5531 images/s [11/17 14:16:00] ppdet.engine INFO: Epoch: [64] [2740/3251] learning_rate: 0.055041 loss_vfl: 0.777501 loss_bbox: 0.274909 loss_dfl: 0.184673 loss: 1.238299 eta: 2 days, 21:11:20 batch_cost: 2.2141 data_cost: 0.0011 ips: 12.6464 images/s [11/17 14:16:48] ppdet.engine INFO: Epoch: [64] [2760/3251] learning_rate: 0.055024 loss_vfl: 0.798090 loss_bbox: 0.303696 loss_dfl: 0.197098 loss: 1.299404 eta: 2 days, 21:10:38 batch_cost: 2.2764 data_cost: 0.0010 ips: 12.3001 images/s [11/17 14:17:34] ppdet.engine INFO: Epoch: [64] [2780/3251] learning_rate: 0.055007 loss_vfl: 0.803653 loss_bbox: 0.267678 loss_dfl: 0.173092 loss: 1.237512 eta: 2 days, 21:09:54 batch_cost: 2.1179 data_cost: 0.0010 ips: 13.2206 images/s [11/17 14:18:20] ppdet.engine INFO: Epoch: [64] [2800/3251] learning_rate: 0.054990 loss_vfl: 0.787988 loss_bbox: 0.273858 loss_dfl: 0.181638 loss: 1.255288 eta: 2 days, 21:09:10 batch_cost: 2.2102 data_cost: 0.0010 ips: 12.6683 images/s [11/17 14:19:06] ppdet.engine INFO: Epoch: [64] [2820/3251] learning_rate: 0.054972 loss_vfl: 0.808515 loss_bbox: 0.271341 loss_dfl: 0.179529 loss: 1.245361 eta: 2 days, 21:08:27 batch_cost: 2.1760 data_cost: 0.0012 ips: 12.8678 images/s [11/17 14:19:52] ppdet.engine INFO: Epoch: [64] [2840/3251] learning_rate: 0.054955 loss_vfl: 0.774023 loss_bbox: 0.274578 loss_dfl: 0.186319 loss: 1.222555 eta: 2 days, 21:07:43 batch_cost: 2.1639 data_cost: 0.0012 ips: 12.9393 images/s [11/17 14:20:39] ppdet.engine INFO: Epoch: [64] [2860/3251] learning_rate: 0.054938 loss_vfl: 0.764763 loss_bbox: 0.227688 loss_dfl: 0.170938 loss: 1.186955 eta: 2 days, 21:07:00 batch_cost: 2.2167 data_cost: 0.0015 ips: 12.6313 images/s [11/17 14:21:26] ppdet.engine INFO: Epoch: [64] [2880/3251] learning_rate: 0.054921 loss_vfl: 0.782848 loss_bbox: 0.275291 loss_dfl: 0.175947 loss: 1.231274 eta: 2 days, 21:06:17 batch_cost: 2.2456 data_cost: 0.0010 ips: 12.4689 images/s [11/17 14:22:14] ppdet.engine INFO: Epoch: [64] [2900/3251] learning_rate: 0.054903 loss_vfl: 0.780350 loss_bbox: 0.248855 loss_dfl: 0.163950 loss: 1.234935 eta: 2 days, 21:05:34 batch_cost: 2.2658 data_cost: 0.0010 ips: 12.3578 images/s [11/17 14:23:01] ppdet.engine INFO: Epoch: [64] [2920/3251] learning_rate: 0.054886 loss_vfl: 0.777289 loss_bbox: 0.258987 loss_dfl: 0.173371 loss: 1.201471 eta: 2 days, 21:04:51 batch_cost: 2.1911 data_cost: 0.0009 ips: 12.7793 images/s [11/17 14:23:48] ppdet.engine INFO: Epoch: [64] [2940/3251] learning_rate: 0.054869 loss_vfl: 0.790621 loss_bbox: 0.275685 loss_dfl: 0.180823 loss: 1.273353 eta: 2 days, 21:04:07 batch_cost: 2.2032 data_cost: 0.0010 ips: 12.7090 images/s [11/17 14:24:34] ppdet.engine INFO: Epoch: [64] [2960/3251] learning_rate: 0.054852 loss_vfl: 0.758740 loss_bbox: 0.252615 loss_dfl: 0.178551 loss: 1.209999 eta: 2 days, 21:03:24 batch_cost: 2.1540 data_cost: 0.0039 ips: 12.9988 images/s [11/17 14:25:22] ppdet.engine INFO: Epoch: [64] [2980/3251] learning_rate: 0.054834 loss_vfl: 0.809289 loss_bbox: 0.296599 loss_dfl: 0.190067 loss: 1.289871 eta: 2 days, 21:02:41 batch_cost: 2.3019 data_cost: 0.0009 ips: 12.1638 images/s [11/17 14:26:09] ppdet.engine INFO: Epoch: [64] [3000/3251] learning_rate: 0.054817 loss_vfl: 0.790584 loss_bbox: 0.283831 loss_dfl: 0.183029 loss: 1.251729 eta: 2 days, 21:01:58 batch_cost: 2.1779 data_cost: 0.0010 ips: 12.8565 images/s [11/17 14:26:56] ppdet.engine INFO: Epoch: [64] [3020/3251] learning_rate: 0.054800 loss_vfl: 0.810123 loss_bbox: 0.288369 loss_dfl: 0.186126 loss: 1.273018 eta: 2 days, 21:01:15 batch_cost: 2.2505 data_cost: 0.0010 ips: 12.4418 images/s [11/17 14:27:43] ppdet.engine INFO: Epoch: [64] [3040/3251] learning_rate: 0.054783 loss_vfl: 0.797862 loss_bbox: 0.263857 loss_dfl: 0.172717 loss: 1.248648 eta: 2 days, 21:00:31 batch_cost: 2.1743 data_cost: 0.0010 ips: 12.8778 images/s [11/17 14:28:31] ppdet.engine INFO: Epoch: [64] [3060/3251] learning_rate: 0.054765 loss_vfl: 0.772225 loss_bbox: 0.274482 loss_dfl: 0.187720 loss: 1.258900 eta: 2 days, 20:59:48 batch_cost: 2.2035 data_cost: 0.0011 ips: 12.7071 images/s [11/17 14:29:20] ppdet.engine INFO: Epoch: [64] [3080/3251] learning_rate: 0.054748 loss_vfl: 0.775405 loss_bbox: 0.302724 loss_dfl: 0.198564 loss: 1.268636 eta: 2 days, 20:59:05 batch_cost: 2.2278 data_cost: 0.0136 ips: 12.5687 images/s [11/17 14:30:06] ppdet.engine INFO: Epoch: [64] [3100/3251] learning_rate: 0.054731 loss_vfl: 0.784232 loss_bbox: 0.267329 loss_dfl: 0.178258 loss: 1.225551 eta: 2 days, 20:58:20 batch_cost: 2.0952 data_cost: 0.0011 ips: 13.3637 images/s [11/17 14:30:54] ppdet.engine INFO: Epoch: [64] [3120/3251] learning_rate: 0.054714 loss_vfl: 0.783113 loss_bbox: 0.266117 loss_dfl: 0.176801 loss: 1.199549 eta: 2 days, 20:57:37 batch_cost: 2.2092 data_cost: 0.0015 ips: 12.6740 images/s [11/17 14:31:39] ppdet.engine INFO: Epoch: [64] [3140/3251] learning_rate: 0.054697 loss_vfl: 0.774596 loss_bbox: 0.232424 loss_dfl: 0.169164 loss: 1.216024 eta: 2 days, 20:56:53 batch_cost: 2.1331 data_cost: 0.0011 ips: 13.1266 images/s [11/17 14:32:25] ppdet.engine INFO: Epoch: [64] [3160/3251] learning_rate: 0.054679 loss_vfl: 0.779129 loss_bbox: 0.265741 loss_dfl: 0.176026 loss: 1.206301 eta: 2 days, 20:56:09 batch_cost: 2.1218 data_cost: 0.0012 ips: 13.1964 images/s [11/17 14:33:12] ppdet.engine INFO: Epoch: [64] [3180/3251] learning_rate: 0.054662 loss_vfl: 0.789958 loss_bbox: 0.275058 loss_dfl: 0.176834 loss: 1.235323 eta: 2 days, 20:55:25 batch_cost: 2.1617 data_cost: 0.0010 ips: 12.9527 images/s [11/17 14:34:01] ppdet.engine INFO: Epoch: [64] [3200/3251] learning_rate: 0.054645 loss_vfl: 0.808092 loss_bbox: 0.281726 loss_dfl: 0.201346 loss: 1.245246 eta: 2 days, 20:54:43 batch_cost: 2.3327 data_cost: 0.0011 ips: 12.0034 images/s [11/17 14:34:48] ppdet.engine INFO: Epoch: [64] [3220/3251] learning_rate: 0.054628 loss_vfl: 0.800441 loss_bbox: 0.279732 loss_dfl: 0.176998 loss: 1.235511 eta: 2 days, 20:54:00 batch_cost: 2.1972 data_cost: 0.0009 ips: 12.7436 images/s [11/17 14:35:34] ppdet.engine INFO: Epoch: [64] [3240/3251] learning_rate: 0.054610 loss_vfl: 0.794226 loss_bbox: 0.311167 loss_dfl: 0.190634 loss: 1.296569 eta: 2 days, 20:53:16 batch_cost: 2.1518 data_cost: 0.0014 ips: 13.0122 images/s [11/17 14:36:14] ppdet.engine INFO: Epoch: [65] [ 0/3251] learning_rate: 0.054601 loss_vfl: 0.793790 loss_bbox: 0.293513 loss_dfl: 0.190177 loss: 1.286198 eta: 2 days, 20:52:55 batch_cost: 2.4356 data_cost: 0.8849 ips: 11.4962 images/s [11/17 14:37:04] ppdet.engine INFO: Epoch: [65] [ 20/3251] learning_rate: 0.054584 loss_vfl: 0.763223 loss_bbox: 0.271223 loss_dfl: 0.182176 loss: 1.252013 eta: 2 days, 20:52:14 batch_cost: 2.4222 data_cost: 0.0010 ips: 11.5597 images/s [11/17 14:37:51] ppdet.engine INFO: Epoch: [65] [ 40/3251] learning_rate: 0.054567 loss_vfl: 0.764158 loss_bbox: 0.289009 loss_dfl: 0.194545 loss: 1.268503 eta: 2 days, 20:51:30 batch_cost: 2.1683 data_cost: 0.0010 ips: 12.9135 images/s [11/17 14:38:39] ppdet.engine INFO: Epoch: [65] [ 60/3251] learning_rate: 0.054549 loss_vfl: 0.791448 loss_bbox: 0.249323 loss_dfl: 0.173172 loss: 1.213253 eta: 2 days, 20:50:48 batch_cost: 2.2531 data_cost: 0.0010 ips: 12.4274 images/s [11/17 14:39:24] ppdet.engine INFO: Epoch: [65] [ 80/3251] learning_rate: 0.054532 loss_vfl: 0.763132 loss_bbox: 0.309251 loss_dfl: 0.190761 loss: 1.286602 eta: 2 days, 20:50:03 batch_cost: 2.1284 data_cost: 0.0010 ips: 13.1556 images/s [11/17 14:40:10] ppdet.engine INFO: Epoch: [65] [ 100/3251] learning_rate: 0.054515 loss_vfl: 0.779845 loss_bbox: 0.271047 loss_dfl: 0.184475 loss: 1.230268 eta: 2 days, 20:49:20 batch_cost: 2.1483 data_cost: 0.0010 ips: 13.0335 images/s [11/17 14:40:58] ppdet.engine INFO: Epoch: [65] [ 120/3251] learning_rate: 0.054498 loss_vfl: 0.776868 loss_bbox: 0.259684 loss_dfl: 0.170707 loss: 1.220431 eta: 2 days, 20:48:37 batch_cost: 2.2409 data_cost: 0.0012 ips: 12.4949 images/s [11/17 14:41:47] ppdet.engine INFO: Epoch: [65] [ 140/3251] learning_rate: 0.054480 loss_vfl: 0.787734 loss_bbox: 0.267948 loss_dfl: 0.181824 loss: 1.261538 eta: 2 days, 20:47:55 batch_cost: 2.3226 data_cost: 0.0011 ips: 12.0554 images/s [11/17 14:42:35] ppdet.engine INFO: Epoch: [65] [ 160/3251] learning_rate: 0.054463 loss_vfl: 0.775914 loss_bbox: 0.261016 loss_dfl: 0.190931 loss: 1.228050 eta: 2 days, 20:47:11 batch_cost: 2.1919 data_cost: 0.0010 ips: 12.7745 images/s [11/17 14:43:22] ppdet.engine INFO: Epoch: [65] [ 180/3251] learning_rate: 0.054446 loss_vfl: 0.788098 loss_bbox: 0.277654 loss_dfl: 0.184591 loss: 1.220674 eta: 2 days, 20:46:27 batch_cost: 2.1432 data_cost: 0.0010 ips: 13.0648 images/s [11/17 14:44:08] ppdet.engine INFO: Epoch: [65] [ 200/3251] learning_rate: 0.054429 loss_vfl: 0.803209 loss_bbox: 0.261836 loss_dfl: 0.175718 loss: 1.263499 eta: 2 days, 20:45:42 batch_cost: 2.0786 data_cost: 0.0011 ips: 13.4703 images/s [11/17 14:44:56] ppdet.engine INFO: Epoch: [65] [ 220/3251] learning_rate: 0.054412 loss_vfl: 0.791882 loss_bbox: 0.264213 loss_dfl: 0.178233 loss: 1.232413 eta: 2 days, 20:45:00 batch_cost: 2.2876 data_cost: 0.0009 ips: 12.2397 images/s [11/17 14:45:44] ppdet.engine INFO: Epoch: [65] [ 240/3251] learning_rate: 0.054394 loss_vfl: 0.792476 loss_bbox: 0.278587 loss_dfl: 0.191223 loss: 1.265119 eta: 2 days, 20:44:17 batch_cost: 2.2382 data_cost: 0.0010 ips: 12.5098 images/s [11/17 14:46:31] ppdet.engine INFO: Epoch: [65] [ 260/3251] learning_rate: 0.054377 loss_vfl: 0.774764 loss_bbox: 0.263879 loss_dfl: 0.184232 loss: 1.248061 eta: 2 days, 20:43:34 batch_cost: 2.2026 data_cost: 0.0010 ips: 12.7125 images/s [11/17 14:47:21] ppdet.engine INFO: Epoch: [65] [ 280/3251] learning_rate: 0.054360 loss_vfl: 0.785599 loss_bbox: 0.271889 loss_dfl: 0.191554 loss: 1.262772 eta: 2 days, 20:42:52 batch_cost: 2.3610 data_cost: 0.0011 ips: 11.8594 images/s [11/17 14:48:09] ppdet.engine INFO: Epoch: [65] [ 300/3251] learning_rate: 0.054343 loss_vfl: 0.782676 loss_bbox: 0.275963 loss_dfl: 0.188771 loss: 1.272810 eta: 2 days, 20:42:10 batch_cost: 2.2900 data_cost: 0.0012 ips: 12.2270 images/s [11/17 14:48:57] ppdet.engine INFO: Epoch: [65] [ 320/3251] learning_rate: 0.054326 loss_vfl: 0.771498 loss_bbox: 0.272838 loss_dfl: 0.180453 loss: 1.213698 eta: 2 days, 20:41:28 batch_cost: 2.3115 data_cost: 0.0010 ips: 12.1135 images/s [11/17 14:49:44] ppdet.engine INFO: Epoch: [65] [ 340/3251] learning_rate: 0.054308 loss_vfl: 0.783974 loss_bbox: 0.268017 loss_dfl: 0.176657 loss: 1.243735 eta: 2 days, 20:40:44 batch_cost: 2.1939 data_cost: 0.0010 ips: 12.7629 images/s [11/17 14:50:30] ppdet.engine INFO: Epoch: [65] [ 360/3251] learning_rate: 0.054291 loss_vfl: 0.759820 loss_bbox: 0.251028 loss_dfl: 0.175342 loss: 1.219495 eta: 2 days, 20:40:01 batch_cost: 2.2302 data_cost: 0.0014 ips: 12.5551 images/s [11/17 14:51:15] ppdet.engine INFO: Epoch: [65] [ 380/3251] learning_rate: 0.054274 loss_vfl: 0.783488 loss_bbox: 0.251273 loss_dfl: 0.177604 loss: 1.222700 eta: 2 days, 20:39:17 batch_cost: 2.1312 data_cost: 0.0009 ips: 13.1382 images/s [11/17 14:52:01] ppdet.engine INFO: Epoch: [65] [ 400/3251] learning_rate: 0.054257 loss_vfl: 0.781684 loss_bbox: 0.277208 loss_dfl: 0.188871 loss: 1.261105 eta: 2 days, 20:38:34 batch_cost: 2.1955 data_cost: 0.0011 ips: 12.7533 images/s [11/17 14:52:47] ppdet.engine INFO: Epoch: [65] [ 420/3251] learning_rate: 0.054240 loss_vfl: 0.770048 loss_bbox: 0.273675 loss_dfl: 0.187256 loss: 1.262404 eta: 2 days, 20:37:50 batch_cost: 2.1853 data_cost: 0.0010 ips: 12.8130 images/s [11/17 14:53:33] ppdet.engine INFO: Epoch: [65] [ 440/3251] learning_rate: 0.054223 loss_vfl: 0.793954 loss_bbox: 0.260795 loss_dfl: 0.180251 loss: 1.224362 eta: 2 days, 20:37:06 batch_cost: 2.1808 data_cost: 0.0009 ips: 12.8395 images/s [11/17 14:54:19] ppdet.engine INFO: Epoch: [65] [ 460/3251] learning_rate: 0.054205 loss_vfl: 0.796108 loss_bbox: 0.297090 loss_dfl: 0.178191 loss: 1.249979 eta: 2 days, 20:36:23 batch_cost: 2.2066 data_cost: 0.0009 ips: 12.6890 images/s [11/17 14:55:05] ppdet.engine INFO: Epoch: [65] [ 480/3251] learning_rate: 0.054188 loss_vfl: 0.791682 loss_bbox: 0.252152 loss_dfl: 0.177921 loss: 1.204125 eta: 2 days, 20:35:39 batch_cost: 2.1619 data_cost: 0.0010 ips: 12.9517 images/s [11/17 14:55:52] ppdet.engine INFO: Epoch: [65] [ 500/3251] learning_rate: 0.054171 loss_vfl: 0.802683 loss_bbox: 0.270343 loss_dfl: 0.187622 loss: 1.228201 eta: 2 days, 20:34:56 batch_cost: 2.1625 data_cost: 0.0010 ips: 12.9479 images/s [11/17 14:56:37] ppdet.engine INFO: Epoch: [65] [ 520/3251] learning_rate: 0.054154 loss_vfl: 0.778919 loss_bbox: 0.246866 loss_dfl: 0.164880 loss: 1.171766 eta: 2 days, 20:34:11 batch_cost: 2.0861 data_cost: 0.0009 ips: 13.4222 images/s [11/17 14:57:25] ppdet.engine INFO: Epoch: [65] [ 540/3251] learning_rate: 0.054137 loss_vfl: 0.801890 loss_bbox: 0.285453 loss_dfl: 0.177129 loss: 1.228560 eta: 2 days, 20:33:28 batch_cost: 2.2654 data_cost: 0.0009 ips: 12.3599 images/s [11/17 14:58:11] ppdet.engine INFO: Epoch: [65] [ 560/3251] learning_rate: 0.054119 loss_vfl: 0.773088 loss_bbox: 0.276133 loss_dfl: 0.172393 loss: 1.202488 eta: 2 days, 20:32:45 batch_cost: 2.2258 data_cost: 0.0010 ips: 12.5797 images/s [11/17 14:58:59] ppdet.engine INFO: Epoch: [65] [ 580/3251] learning_rate: 0.054102 loss_vfl: 0.806736 loss_bbox: 0.273521 loss_dfl: 0.179970 loss: 1.277396 eta: 2 days, 20:32:02 batch_cost: 2.2585 data_cost: 0.0010 ips: 12.3976 images/s [11/17 14:59:46] ppdet.engine INFO: Epoch: [65] [ 600/3251] learning_rate: 0.054085 loss_vfl: 0.776916 loss_bbox: 0.269599 loss_dfl: 0.188878 loss: 1.240421 eta: 2 days, 20:31:19 batch_cost: 2.1866 data_cost: 0.0010 ips: 12.8055 images/s [11/17 15:00:33] ppdet.engine INFO: Epoch: [65] [ 620/3251] learning_rate: 0.054068 loss_vfl: 0.751933 loss_bbox: 0.265742 loss_dfl: 0.176558 loss: 1.192547 eta: 2 days, 20:30:36 batch_cost: 2.2634 data_cost: 0.0011 ips: 12.3708 images/s [11/17 15:01:20] ppdet.engine INFO: Epoch: [65] [ 640/3251] learning_rate: 0.054051 loss_vfl: 0.799772 loss_bbox: 0.290061 loss_dfl: 0.194691 loss: 1.254938 eta: 2 days, 20:29:53 batch_cost: 2.1908 data_cost: 0.0009 ips: 12.7809 images/s [11/17 15:02:06] ppdet.engine INFO: Epoch: [65] [ 660/3251] learning_rate: 0.054034 loss_vfl: 0.793179 loss_bbox: 0.285041 loss_dfl: 0.186011 loss: 1.264392 eta: 2 days, 20:29:10 batch_cost: 2.2165 data_cost: 0.0010 ips: 12.6324 images/s [11/17 15:02:53] ppdet.engine INFO: Epoch: [65] [ 680/3251] learning_rate: 0.054016 loss_vfl: 0.770351 loss_bbox: 0.287203 loss_dfl: 0.189444 loss: 1.242282 eta: 2 days, 20:28:26 batch_cost: 2.2206 data_cost: 0.0009 ips: 12.6095 images/s [11/17 15:03:38] ppdet.engine INFO: Epoch: [65] [ 700/3251] learning_rate: 0.053999 loss_vfl: 0.791499 loss_bbox: 0.253177 loss_dfl: 0.162897 loss: 1.226152 eta: 2 days, 20:27:41 batch_cost: 2.0240 data_cost: 0.0011 ips: 13.8342 images/s [11/17 15:04:26] ppdet.engine INFO: Epoch: [65] [ 720/3251] learning_rate: 0.053982 loss_vfl: 0.800822 loss_bbox: 0.282097 loss_dfl: 0.189393 loss: 1.275657 eta: 2 days, 20:26:59 batch_cost: 2.2790 data_cost: 0.0012 ips: 12.2859 images/s [11/17 15:05:13] ppdet.engine INFO: Epoch: [65] [ 740/3251] learning_rate: 0.053965 loss_vfl: 0.792558 loss_bbox: 0.302564 loss_dfl: 0.192411 loss: 1.282080 eta: 2 days, 20:26:16 batch_cost: 2.2291 data_cost: 0.0010 ips: 12.5611 images/s [11/17 15:06:00] ppdet.engine INFO: Epoch: [65] [ 760/3251] learning_rate: 0.053948 loss_vfl: 0.787655 loss_bbox: 0.277498 loss_dfl: 0.185442 loss: 1.242357 eta: 2 days, 20:25:32 batch_cost: 2.1689 data_cost: 0.0010 ips: 12.9096 images/s [11/17 15:06:49] ppdet.engine INFO: Epoch: [65] [ 780/3251] learning_rate: 0.053931 loss_vfl: 0.792288 loss_bbox: 0.270262 loss_dfl: 0.181063 loss: 1.266971 eta: 2 days, 20:24:50 batch_cost: 2.2952 data_cost: 0.0009 ips: 12.1991 images/s [11/17 15:07:35] ppdet.engine INFO: Epoch: [65] [ 800/3251] learning_rate: 0.053913 loss_vfl: 0.777280 loss_bbox: 0.274763 loss_dfl: 0.186317 loss: 1.250316 eta: 2 days, 20:24:05 batch_cost: 2.1131 data_cost: 0.0011 ips: 13.2508 images/s [11/17 15:08:23] ppdet.engine INFO: Epoch: [65] [ 820/3251] learning_rate: 0.053896 loss_vfl: 0.807278 loss_bbox: 0.276933 loss_dfl: 0.188549 loss: 1.274366 eta: 2 days, 20:23:22 batch_cost: 2.2346 data_cost: 0.0010 ips: 12.5301 images/s [11/17 15:09:09] ppdet.engine INFO: Epoch: [65] [ 840/3251] learning_rate: 0.053879 loss_vfl: 0.767392 loss_bbox: 0.274337 loss_dfl: 0.191546 loss: 1.230650 eta: 2 days, 20:22:39 batch_cost: 2.2146 data_cost: 0.0009 ips: 12.6435 images/s [11/17 15:09:54] ppdet.engine INFO: Epoch: [65] [ 860/3251] learning_rate: 0.053862 loss_vfl: 0.782915 loss_bbox: 0.291692 loss_dfl: 0.186105 loss: 1.245491 eta: 2 days, 20:21:55 batch_cost: 2.1559 data_cost: 0.0016 ips: 12.9874 images/s [11/17 15:10:40] ppdet.engine INFO: Epoch: [65] [ 880/3251] learning_rate: 0.053845 loss_vfl: 0.760598 loss_bbox: 0.288167 loss_dfl: 0.189714 loss: 1.238396 eta: 2 days, 20:21:11 batch_cost: 2.1647 data_cost: 0.0012 ips: 12.9348 images/s [11/17 15:11:26] ppdet.engine INFO: Epoch: [65] [ 900/3251] learning_rate: 0.053828 loss_vfl: 0.800248 loss_bbox: 0.283983 loss_dfl: 0.186949 loss: 1.234436 eta: 2 days, 20:20:27 batch_cost: 2.1143 data_cost: 0.0011 ips: 13.2434 images/s [11/17 15:12:14] ppdet.engine INFO: Epoch: [65] [ 920/3251] learning_rate: 0.053811 loss_vfl: 0.780932 loss_bbox: 0.313712 loss_dfl: 0.195799 loss: 1.276330 eta: 2 days, 20:19:44 batch_cost: 2.2473 data_cost: 0.0010 ips: 12.4592 images/s [11/17 15:13:01] ppdet.engine INFO: Epoch: [65] [ 940/3251] learning_rate: 0.053793 loss_vfl: 0.798729 loss_bbox: 0.317290 loss_dfl: 0.198854 loss: 1.311127 eta: 2 days, 20:19:01 batch_cost: 2.2371 data_cost: 0.0019 ips: 12.5164 images/s [11/17 15:13:49] ppdet.engine INFO: Epoch: [65] [ 960/3251] learning_rate: 0.053776 loss_vfl: 0.766937 loss_bbox: 0.274582 loss_dfl: 0.188731 loss: 1.241716 eta: 2 days, 20:18:19 batch_cost: 2.2620 data_cost: 0.0013 ips: 12.3786 images/s [11/17 15:14:37] ppdet.engine INFO: Epoch: [65] [ 980/3251] learning_rate: 0.053759 loss_vfl: 0.770094 loss_bbox: 0.302681 loss_dfl: 0.197428 loss: 1.280363 eta: 2 days, 20:17:36 batch_cost: 2.2817 data_cost: 0.0009 ips: 12.2717 images/s [11/17 15:15:25] ppdet.engine INFO: Epoch: [65] [1000/3251] learning_rate: 0.053742 loss_vfl: 0.770531 loss_bbox: 0.286731 loss_dfl: 0.198781 loss: 1.261215 eta: 2 days, 20:16:54 batch_cost: 2.3040 data_cost: 0.0011 ips: 12.1527 images/s [11/17 15:16:15] ppdet.engine INFO: Epoch: [65] [1020/3251] learning_rate: 0.053725 loss_vfl: 0.774800 loss_bbox: 0.268544 loss_dfl: 0.177391 loss: 1.231490 eta: 2 days, 20:16:12 batch_cost: 2.3519 data_cost: 0.0011 ips: 11.9053 images/s [11/17 15:17:07] ppdet.engine INFO: Epoch: [65] [1040/3251] learning_rate: 0.053708 loss_vfl: 0.798026 loss_bbox: 0.264513 loss_dfl: 0.175416 loss: 1.249357 eta: 2 days, 20:15:31 batch_cost: 2.4231 data_cost: 0.0012 ips: 11.5552 images/s [11/17 15:17:58] ppdet.engine INFO: Epoch: [65] [1060/3251] learning_rate: 0.053691 loss_vfl: 0.784150 loss_bbox: 0.295452 loss_dfl: 0.198023 loss: 1.286534 eta: 2 days, 20:14:49 batch_cost: 2.3671 data_cost: 0.0012 ips: 11.8291 images/s [11/17 15:18:48] ppdet.engine INFO: Epoch: [65] [1080/3251] learning_rate: 0.053674 loss_vfl: 0.794427 loss_bbox: 0.258208 loss_dfl: 0.178596 loss: 1.245661 eta: 2 days, 20:14:08 batch_cost: 2.3891 data_cost: 0.0010 ips: 11.7198 images/s [11/17 15:19:35] ppdet.engine INFO: Epoch: [65] [1100/3251] learning_rate: 0.053656 loss_vfl: 0.776082 loss_bbox: 0.254760 loss_dfl: 0.162125 loss: 1.218238 eta: 2 days, 20:13:25 batch_cost: 2.2399 data_cost: 0.0010 ips: 12.5005 images/s [11/17 15:20:24] ppdet.engine INFO: Epoch: [65] [1120/3251] learning_rate: 0.053639 loss_vfl: 0.748503 loss_bbox: 0.265667 loss_dfl: 0.188071 loss: 1.224565 eta: 2 days, 20:12:43 batch_cost: 2.2803 data_cost: 0.0012 ips: 12.2791 images/s [11/17 15:21:11] ppdet.engine INFO: Epoch: [65] [1140/3251] learning_rate: 0.053622 loss_vfl: 0.762438 loss_bbox: 0.250424 loss_dfl: 0.173763 loss: 1.213408 eta: 2 days, 20:11:59 batch_cost: 2.2088 data_cost: 0.0012 ips: 12.6767 images/s [11/17 15:22:00] ppdet.engine INFO: Epoch: [65] [1160/3251] learning_rate: 0.053605 loss_vfl: 0.787068 loss_bbox: 0.244407 loss_dfl: 0.170210 loss: 1.267487 eta: 2 days, 20:11:18 batch_cost: 2.3495 data_cost: 0.0009 ips: 11.9174 images/s [11/17 15:22:49] ppdet.engine INFO: Epoch: [65] [1180/3251] learning_rate: 0.053588 loss_vfl: 0.773316 loss_bbox: 0.241192 loss_dfl: 0.176771 loss: 1.207831 eta: 2 days, 20:10:36 batch_cost: 2.3422 data_cost: 0.0009 ips: 11.9546 images/s [11/17 15:23:34] ppdet.engine INFO: Epoch: [65] [1200/3251] learning_rate: 0.053571 loss_vfl: 0.774706 loss_bbox: 0.251194 loss_dfl: 0.178082 loss: 1.208685 eta: 2 days, 20:09:52 batch_cost: 2.1481 data_cost: 0.0011 ips: 13.0350 images/s [11/17 15:24:18] ppdet.engine INFO: Epoch: [65] [1220/3251] learning_rate: 0.053554 loss_vfl: 0.769686 loss_bbox: 0.275138 loss_dfl: 0.182898 loss: 1.240219 eta: 2 days, 20:09:07 batch_cost: 2.0805 data_cost: 0.0010 ips: 13.4583 images/s [11/17 15:25:05] ppdet.engine INFO: Epoch: [65] [1240/3251] learning_rate: 0.053537 loss_vfl: 0.769173 loss_bbox: 0.284260 loss_dfl: 0.186741 loss: 1.261598 eta: 2 days, 20:08:23 batch_cost: 2.1725 data_cost: 0.0009 ips: 12.8885 images/s [11/17 15:25:52] ppdet.engine INFO: Epoch: [65] [1260/3251] learning_rate: 0.053519 loss_vfl: 0.760138 loss_bbox: 0.308120 loss_dfl: 0.191633 loss: 1.282586 eta: 2 days, 20:07:40 batch_cost: 2.2002 data_cost: 0.0010 ips: 12.7262 images/s [11/17 15:26:38] ppdet.engine INFO: Epoch: [65] [1280/3251] learning_rate: 0.053502 loss_vfl: 0.780124 loss_bbox: 0.257872 loss_dfl: 0.166507 loss: 1.236004 eta: 2 days, 20:06:56 batch_cost: 2.1364 data_cost: 0.0013 ips: 13.1062 images/s [11/17 15:27:25] ppdet.engine INFO: Epoch: [65] [1300/3251] learning_rate: 0.053485 loss_vfl: 0.772045 loss_bbox: 0.268799 loss_dfl: 0.182874 loss: 1.253968 eta: 2 days, 20:06:13 batch_cost: 2.2326 data_cost: 0.0009 ips: 12.5414 images/s [11/17 15:28:12] ppdet.engine INFO: Epoch: [65] [1320/3251] learning_rate: 0.053468 loss_vfl: 0.815065 loss_bbox: 0.268831 loss_dfl: 0.188631 loss: 1.259048 eta: 2 days, 20:05:30 batch_cost: 2.2467 data_cost: 0.0010 ips: 12.4626 images/s [11/17 15:29:00] ppdet.engine INFO: Epoch: [65] [1340/3251] learning_rate: 0.053451 loss_vfl: 0.777073 loss_bbox: 0.262560 loss_dfl: 0.175795 loss: 1.218069 eta: 2 days, 20:04:47 batch_cost: 2.2301 data_cost: 0.0010 ips: 12.5555 images/s [11/17 15:29:47] ppdet.engine INFO: Epoch: [65] [1360/3251] learning_rate: 0.053434 loss_vfl: 0.763167 loss_bbox: 0.259068 loss_dfl: 0.174850 loss: 1.204236 eta: 2 days, 20:04:04 batch_cost: 2.2576 data_cost: 0.0010 ips: 12.4028 images/s [11/17 15:30:34] ppdet.engine INFO: Epoch: [65] [1380/3251] learning_rate: 0.053417 loss_vfl: 0.797059 loss_bbox: 0.255471 loss_dfl: 0.175256 loss: 1.229767 eta: 2 days, 20:03:21 batch_cost: 2.2080 data_cost: 0.0010 ips: 12.6813 images/s [11/17 15:31:21] ppdet.engine INFO: Epoch: [65] [1400/3251] learning_rate: 0.053400 loss_vfl: 0.775952 loss_bbox: 0.269207 loss_dfl: 0.182187 loss: 1.266527 eta: 2 days, 20:02:38 batch_cost: 2.2663 data_cost: 0.0015 ips: 12.3549 images/s [11/17 15:32:08] ppdet.engine INFO: Epoch: [65] [1420/3251] learning_rate: 0.053383 loss_vfl: 0.775076 loss_bbox: 0.295586 loss_dfl: 0.194285 loss: 1.313233 eta: 2 days, 20:01:55 batch_cost: 2.1736 data_cost: 0.0011 ips: 12.8817 images/s [11/17 15:32:55] ppdet.engine INFO: Epoch: [65] [1440/3251] learning_rate: 0.053366 loss_vfl: 0.774552 loss_bbox: 0.264016 loss_dfl: 0.177549 loss: 1.231977 eta: 2 days, 20:01:11 batch_cost: 2.2067 data_cost: 0.0010 ips: 12.6888 images/s [11/17 15:33:41] ppdet.engine INFO: Epoch: [65] [1460/3251] learning_rate: 0.053348 loss_vfl: 0.775382 loss_bbox: 0.248661 loss_dfl: 0.173394 loss: 1.191416 eta: 2 days, 20:00:28 batch_cost: 2.1757 data_cost: 0.0010 ips: 12.8692 images/s [11/17 15:34:27] ppdet.engine INFO: Epoch: [65] [1480/3251] learning_rate: 0.053331 loss_vfl: 0.791950 loss_bbox: 0.240664 loss_dfl: 0.170179 loss: 1.202327 eta: 2 days, 19:59:44 batch_cost: 2.1727 data_cost: 0.0009 ips: 12.8869 images/s [11/17 15:35:12] ppdet.engine INFO: Epoch: [65] [1500/3251] learning_rate: 0.053314 loss_vfl: 0.800027 loss_bbox: 0.286091 loss_dfl: 0.195500 loss: 1.238319 eta: 2 days, 19:59:00 batch_cost: 2.1215 data_cost: 0.0010 ips: 13.1980 images/s [11/17 15:36:01] ppdet.engine INFO: Epoch: [65] [1520/3251] learning_rate: 0.053297 loss_vfl: 0.751083 loss_bbox: 0.248154 loss_dfl: 0.180222 loss: 1.196598 eta: 2 days, 19:58:18 batch_cost: 2.3359 data_cost: 0.0021 ips: 11.9867 images/s [11/17 15:36:49] ppdet.engine INFO: Epoch: [65] [1540/3251] learning_rate: 0.053280 loss_vfl: 0.771061 loss_bbox: 0.292140 loss_dfl: 0.187611 loss: 1.243839 eta: 2 days, 19:57:35 batch_cost: 2.2136 data_cost: 0.0009 ips: 12.6493 images/s [11/17 15:37:36] ppdet.engine INFO: Epoch: [65] [1560/3251] learning_rate: 0.053263 loss_vfl: 0.770972 loss_bbox: 0.275179 loss_dfl: 0.185171 loss: 1.250190 eta: 2 days, 19:56:52 batch_cost: 2.2366 data_cost: 0.0010 ips: 12.5190 images/s [11/17 15:38:23] ppdet.engine INFO: Epoch: [65] [1580/3251] learning_rate: 0.053246 loss_vfl: 0.793596 loss_bbox: 0.301392 loss_dfl: 0.187121 loss: 1.271335 eta: 2 days, 19:56:09 batch_cost: 2.2425 data_cost: 0.0009 ips: 12.4859 images/s [11/17 15:39:07] ppdet.engine INFO: Epoch: [65] [1600/3251] learning_rate: 0.053229 loss_vfl: 0.793667 loss_bbox: 0.293904 loss_dfl: 0.193388 loss: 1.284385 eta: 2 days, 19:55:24 batch_cost: 2.0846 data_cost: 0.0009 ips: 13.4318 images/s [11/17 15:39:55] ppdet.engine INFO: Epoch: [65] [1620/3251] learning_rate: 0.053212 loss_vfl: 0.796826 loss_bbox: 0.290261 loss_dfl: 0.197848 loss: 1.297080 eta: 2 days, 19:54:41 batch_cost: 2.2501 data_cost: 0.0009 ips: 12.4437 images/s [11/17 15:40:41] ppdet.engine INFO: Epoch: [65] [1640/3251] learning_rate: 0.053195 loss_vfl: 0.801677 loss_bbox: 0.267285 loss_dfl: 0.181043 loss: 1.281721 eta: 2 days, 19:53:58 batch_cost: 2.2518 data_cost: 0.0009 ips: 12.4345 images/s [11/17 15:41:29] ppdet.engine INFO: Epoch: [65] [1660/3251] learning_rate: 0.053178 loss_vfl: 0.783613 loss_bbox: 0.262382 loss_dfl: 0.189190 loss: 1.250530 eta: 2 days, 19:53:16 batch_cost: 2.2531 data_cost: 0.0010 ips: 12.4275 images/s [11/17 15:42:16] ppdet.engine INFO: Epoch: [65] [1680/3251] learning_rate: 0.053160 loss_vfl: 0.816605 loss_bbox: 0.291949 loss_dfl: 0.188561 loss: 1.294775 eta: 2 days, 19:52:33 batch_cost: 2.2749 data_cost: 0.0010 ips: 12.3081 images/s [11/17 15:43:02] ppdet.engine INFO: Epoch: [65] [1700/3251] learning_rate: 0.053143 loss_vfl: 0.794232 loss_bbox: 0.274811 loss_dfl: 0.174656 loss: 1.237113 eta: 2 days, 19:51:49 batch_cost: 2.1282 data_cost: 0.0010 ips: 13.1567 images/s [11/17 15:43:48] ppdet.engine INFO: Epoch: [65] [1720/3251] learning_rate: 0.053126 loss_vfl: 0.777202 loss_bbox: 0.279189 loss_dfl: 0.210773 loss: 1.265722 eta: 2 days, 19:51:05 batch_cost: 2.1178 data_cost: 0.0010 ips: 13.2212 images/s [11/17 15:44:36] ppdet.engine INFO: Epoch: [65] [1740/3251] learning_rate: 0.053109 loss_vfl: 0.781970 loss_bbox: 0.272888 loss_dfl: 0.189385 loss: 1.248680 eta: 2 days, 19:50:21 batch_cost: 2.1952 data_cost: 0.0009 ips: 12.7551 images/s [11/17 15:45:23] ppdet.engine INFO: Epoch: [65] [1760/3251] learning_rate: 0.053092 loss_vfl: 0.761865 loss_bbox: 0.275626 loss_dfl: 0.185410 loss: 1.241457 eta: 2 days, 19:49:38 batch_cost: 2.2013 data_cost: 0.0009 ips: 12.7199 images/s [11/17 15:46:09] ppdet.engine INFO: Epoch: [65] [1780/3251] learning_rate: 0.053075 loss_vfl: 0.780080 loss_bbox: 0.245485 loss_dfl: 0.174060 loss: 1.224576 eta: 2 days, 19:48:54 batch_cost: 2.1297 data_cost: 0.0009 ips: 13.1474 images/s [11/17 15:46:55] ppdet.engine INFO: Epoch: [65] [1800/3251] learning_rate: 0.053058 loss_vfl: 0.785859 loss_bbox: 0.257385 loss_dfl: 0.173054 loss: 1.227041 eta: 2 days, 19:48:10 batch_cost: 2.1787 data_cost: 0.0010 ips: 12.8519 images/s [11/17 15:47:42] ppdet.engine INFO: Epoch: [65] [1820/3251] learning_rate: 0.053041 loss_vfl: 0.778314 loss_bbox: 0.259206 loss_dfl: 0.174369 loss: 1.251107 eta: 2 days, 19:47:28 batch_cost: 2.2693 data_cost: 0.0010 ips: 12.3383 images/s [11/17 15:48:31] ppdet.engine INFO: Epoch: [65] [1840/3251] learning_rate: 0.053024 loss_vfl: 0.767901 loss_bbox: 0.245238 loss_dfl: 0.171830 loss: 1.212719 eta: 2 days, 19:46:45 batch_cost: 2.3154 data_cost: 0.0014 ips: 12.0929 images/s [11/17 15:49:17] ppdet.engine INFO: Epoch: [65] [1860/3251] learning_rate: 0.053007 loss_vfl: 0.788381 loss_bbox: 0.268514 loss_dfl: 0.178478 loss: 1.240898 eta: 2 days, 19:46:02 batch_cost: 2.1947 data_cost: 0.0015 ips: 12.7580 images/s [11/17 15:50:04] ppdet.engine INFO: Epoch: [65] [1880/3251] learning_rate: 0.052990 loss_vfl: 0.810973 loss_bbox: 0.288017 loss_dfl: 0.193609 loss: 1.300254 eta: 2 days, 19:45:18 batch_cost: 2.1466 data_cost: 0.0009 ips: 13.0436 images/s [11/17 15:50:52] ppdet.engine INFO: Epoch: [65] [1900/3251] learning_rate: 0.052973 loss_vfl: 0.782595 loss_bbox: 0.309087 loss_dfl: 0.195306 loss: 1.307266 eta: 2 days, 19:44:36 batch_cost: 2.3249 data_cost: 0.0010 ips: 12.0433 images/s [11/17 15:51:38] ppdet.engine INFO: Epoch: [65] [1920/3251] learning_rate: 0.052956 loss_vfl: 0.786146 loss_bbox: 0.238717 loss_dfl: 0.171829 loss: 1.193901 eta: 2 days, 19:43:52 batch_cost: 2.1819 data_cost: 0.0009 ips: 12.8328 images/s [11/17 15:52:24] ppdet.engine INFO: Epoch: [65] [1940/3251] learning_rate: 0.052939 loss_vfl: 0.803904 loss_bbox: 0.292035 loss_dfl: 0.188308 loss: 1.278256 eta: 2 days, 19:43:09 batch_cost: 2.1908 data_cost: 0.0012 ips: 12.7805 images/s [11/17 15:53:10] ppdet.engine INFO: Epoch: [65] [1960/3251] learning_rate: 0.052922 loss_vfl: 0.755131 loss_bbox: 0.264512 loss_dfl: 0.178852 loss: 1.232689 eta: 2 days, 19:42:25 batch_cost: 2.1145 data_cost: 0.0012 ips: 13.2422 images/s [11/17 15:53:58] ppdet.engine INFO: Epoch: [65] [1980/3251] learning_rate: 0.052905 loss_vfl: 0.796224 loss_bbox: 0.294967 loss_dfl: 0.200094 loss: 1.309664 eta: 2 days, 19:41:42 batch_cost: 2.2879 data_cost: 0.0010 ips: 12.2386 images/s [11/17 15:54:43] ppdet.engine INFO: Epoch: [65] [2000/3251] learning_rate: 0.052887 loss_vfl: 0.771133 loss_bbox: 0.249856 loss_dfl: 0.173871 loss: 1.202954 eta: 2 days, 19:40:58 batch_cost: 2.1252 data_cost: 0.0017 ips: 13.1750 images/s [11/17 15:55:30] ppdet.engine INFO: Epoch: [65] [2020/3251] learning_rate: 0.052870 loss_vfl: 0.777438 loss_bbox: 0.258344 loss_dfl: 0.188770 loss: 1.227550 eta: 2 days, 19:40:15 batch_cost: 2.2147 data_cost: 0.0011 ips: 12.6430 images/s [11/17 15:56:24] ppdet.engine INFO: Epoch: [65] [2040/3251] learning_rate: 0.052853 loss_vfl: 0.784846 loss_bbox: 0.283190 loss_dfl: 0.177226 loss: 1.227142 eta: 2 days, 19:39:35 batch_cost: 2.5529 data_cost: 0.0023 ips: 10.9678 images/s [11/17 15:57:19] ppdet.engine INFO: Epoch: [65] [2060/3251] learning_rate: 0.052836 loss_vfl: 0.793133 loss_bbox: 0.270145 loss_dfl: 0.181931 loss: 1.272323 eta: 2 days, 19:38:56 batch_cost: 2.6096 data_cost: 0.0015 ips: 10.7296 images/s [11/17 15:58:12] ppdet.engine INFO: Epoch: [65] [2080/3251] learning_rate: 0.052819 loss_vfl: 0.786489 loss_bbox: 0.284479 loss_dfl: 0.188217 loss: 1.262469 eta: 2 days, 19:38:16 batch_cost: 2.5278 data_cost: 0.0011 ips: 11.0769 images/s [11/17 15:59:06] ppdet.engine INFO: Epoch: [65] [2100/3251] learning_rate: 0.052802 loss_vfl: 0.763479 loss_bbox: 0.277038 loss_dfl: 0.179965 loss: 1.221281 eta: 2 days, 19:37:37 batch_cost: 2.5892 data_cost: 0.0015 ips: 10.8142 images/s [11/17 15:59:54] ppdet.engine INFO: Epoch: [65] [2120/3251] learning_rate: 0.052785 loss_vfl: 0.785722 loss_bbox: 0.267378 loss_dfl: 0.174566 loss: 1.232993 eta: 2 days, 19:36:54 batch_cost: 2.2600 data_cost: 0.0013 ips: 12.3892 images/s [11/17 16:00:45] ppdet.engine INFO: Epoch: [65] [2140/3251] learning_rate: 0.052768 loss_vfl: 0.801952 loss_bbox: 0.250289 loss_dfl: 0.166695 loss: 1.236240 eta: 2 days, 19:36:13 batch_cost: 2.4397 data_cost: 0.0011 ips: 11.4770 images/s [11/17 16:01:33] ppdet.engine INFO: Epoch: [65] [2160/3251] learning_rate: 0.052751 loss_vfl: 0.786958 loss_bbox: 0.254134 loss_dfl: 0.177645 loss: 1.221376 eta: 2 days, 19:35:30 batch_cost: 2.1859 data_cost: 0.0011 ips: 12.8091 images/s [11/17 16:02:19] ppdet.engine INFO: Epoch: [65] [2180/3251] learning_rate: 0.052734 loss_vfl: 0.776777 loss_bbox: 0.237767 loss_dfl: 0.169947 loss: 1.183657 eta: 2 days, 19:34:46 batch_cost: 2.1620 data_cost: 0.0010 ips: 12.9511 images/s [11/17 16:03:07] ppdet.engine INFO: Epoch: [65] [2200/3251] learning_rate: 0.052717 loss_vfl: 0.785121 loss_bbox: 0.265420 loss_dfl: 0.186371 loss: 1.227919 eta: 2 days, 19:34:03 batch_cost: 2.2309 data_cost: 0.0010 ips: 12.5512 images/s [11/17 16:03:54] ppdet.engine INFO: Epoch: [65] [2220/3251] learning_rate: 0.052700 loss_vfl: 0.778795 loss_bbox: 0.270792 loss_dfl: 0.183423 loss: 1.256962 eta: 2 days, 19:33:19 batch_cost: 2.1913 data_cost: 0.0011 ips: 12.7776 images/s [11/17 16:04:40] ppdet.engine INFO: Epoch: [65] [2240/3251] learning_rate: 0.052683 loss_vfl: 0.789084 loss_bbox: 0.261693 loss_dfl: 0.183441 loss: 1.247237 eta: 2 days, 19:32:36 batch_cost: 2.2087 data_cost: 0.0009 ips: 12.6769 images/s [11/17 16:05:27] ppdet.engine INFO: Epoch: [65] [2260/3251] learning_rate: 0.052666 loss_vfl: 0.760490 loss_bbox: 0.269254 loss_dfl: 0.179602 loss: 1.221042 eta: 2 days, 19:31:53 batch_cost: 2.2143 data_cost: 0.0010 ips: 12.6450 images/s [11/17 16:06:14] ppdet.engine INFO: Epoch: [65] [2280/3251] learning_rate: 0.052649 loss_vfl: 0.770669 loss_bbox: 0.271988 loss_dfl: 0.180813 loss: 1.233948 eta: 2 days, 19:31:09 batch_cost: 2.1796 data_cost: 0.0012 ips: 12.8465 images/s [11/17 16:07:00] ppdet.engine INFO: Epoch: [65] [2300/3251] learning_rate: 0.052632 loss_vfl: 0.746542 loss_bbox: 0.282689 loss_dfl: 0.189247 loss: 1.216462 eta: 2 days, 19:30:25 batch_cost: 2.1704 data_cost: 0.0012 ips: 12.9009 images/s [11/17 16:07:46] ppdet.engine INFO: Epoch: [65] [2320/3251] learning_rate: 0.052615 loss_vfl: 0.772275 loss_bbox: 0.281394 loss_dfl: 0.195885 loss: 1.264963 eta: 2 days, 19:29:42 batch_cost: 2.1889 data_cost: 0.0009 ips: 12.7919 images/s [11/17 16:08:34] ppdet.engine INFO: Epoch: [65] [2340/3251] learning_rate: 0.052598 loss_vfl: 0.789834 loss_bbox: 0.263415 loss_dfl: 0.175953 loss: 1.218262 eta: 2 days, 19:28:59 batch_cost: 2.2123 data_cost: 0.0016 ips: 12.6567 images/s [11/17 16:09:22] ppdet.engine INFO: Epoch: [65] [2360/3251] learning_rate: 0.052581 loss_vfl: 0.790626 loss_bbox: 0.277195 loss_dfl: 0.188009 loss: 1.251775 eta: 2 days, 19:28:16 batch_cost: 2.3092 data_cost: 0.0011 ips: 12.1255 images/s [11/17 16:10:08] ppdet.engine INFO: Epoch: [65] [2380/3251] learning_rate: 0.052564 loss_vfl: 0.789475 loss_bbox: 0.249511 loss_dfl: 0.169167 loss: 1.208525 eta: 2 days, 19:27:33 batch_cost: 2.1677 data_cost: 0.0010 ips: 12.9166 images/s [11/17 16:10:53] ppdet.engine INFO: Epoch: [65] [2400/3251] learning_rate: 0.052547 loss_vfl: 0.767819 loss_bbox: 0.291596 loss_dfl: 0.199144 loss: 1.279483 eta: 2 days, 19:26:48 batch_cost: 2.0969 data_cost: 0.0010 ips: 13.3528 images/s [11/17 16:11:41] ppdet.engine INFO: Epoch: [65] [2420/3251] learning_rate: 0.052530 loss_vfl: 0.780241 loss_bbox: 0.234447 loss_dfl: 0.169859 loss: 1.198213 eta: 2 days, 19:26:05 batch_cost: 2.2429 data_cost: 0.0010 ips: 12.4840 images/s [11/17 16:12:27] ppdet.engine INFO: Epoch: [65] [2440/3251] learning_rate: 0.052513 loss_vfl: 0.781740 loss_bbox: 0.230214 loss_dfl: 0.166563 loss: 1.189890 eta: 2 days, 19:25:22 batch_cost: 2.1878 data_cost: 0.0010 ips: 12.7984 images/s [11/17 16:13:14] ppdet.engine INFO: Epoch: [65] [2460/3251] learning_rate: 0.052496 loss_vfl: 0.781585 loss_bbox: 0.244156 loss_dfl: 0.170957 loss: 1.228647 eta: 2 days, 19:24:39 batch_cost: 2.2740 data_cost: 0.0013 ips: 12.3130 images/s [11/17 16:14:04] ppdet.engine INFO: Epoch: [65] [2480/3251] learning_rate: 0.052479 loss_vfl: 0.817401 loss_bbox: 0.264819 loss_dfl: 0.173254 loss: 1.259922 eta: 2 days, 19:23:57 batch_cost: 2.3483 data_cost: 0.0010 ips: 11.9235 images/s [11/17 16:14:51] ppdet.engine INFO: Epoch: [65] [2500/3251] learning_rate: 0.052462 loss_vfl: 0.789160 loss_bbox: 0.263637 loss_dfl: 0.175430 loss: 1.237238 eta: 2 days, 19:23:14 batch_cost: 2.2235 data_cost: 0.0010 ips: 12.5927 images/s [11/17 16:15:38] ppdet.engine INFO: Epoch: [65] [2520/3251] learning_rate: 0.052445 loss_vfl: 0.762914 loss_bbox: 0.274033 loss_dfl: 0.177840 loss: 1.229722 eta: 2 days, 19:22:30 batch_cost: 2.1644 data_cost: 0.0010 ips: 12.9365 images/s [11/17 16:16:26] ppdet.engine INFO: Epoch: [65] [2540/3251] learning_rate: 0.052428 loss_vfl: 0.786701 loss_bbox: 0.265569 loss_dfl: 0.189148 loss: 1.248881 eta: 2 days, 19:21:48 batch_cost: 2.3361 data_cost: 0.0010 ips: 11.9859 images/s [11/17 16:17:15] ppdet.engine INFO: Epoch: [65] [2560/3251] learning_rate: 0.052411 loss_vfl: 0.779553 loss_bbox: 0.263613 loss_dfl: 0.174750 loss: 1.218097 eta: 2 days, 19:21:06 batch_cost: 2.2629 data_cost: 0.0010 ips: 12.3735 images/s [11/17 16:18:02] ppdet.engine INFO: Epoch: [65] [2580/3251] learning_rate: 0.052394 loss_vfl: 0.781176 loss_bbox: 0.262334 loss_dfl: 0.173431 loss: 1.225882 eta: 2 days, 19:20:22 batch_cost: 2.2236 data_cost: 0.0009 ips: 12.5923 images/s [11/17 16:18:50] ppdet.engine INFO: Epoch: [65] [2600/3251] learning_rate: 0.052377 loss_vfl: 0.761554 loss_bbox: 0.264037 loss_dfl: 0.183983 loss: 1.227824 eta: 2 days, 19:19:39 batch_cost: 2.2329 data_cost: 0.0014 ips: 12.5396 images/s [11/17 16:19:37] ppdet.engine INFO: Epoch: [65] [2620/3251] learning_rate: 0.052360 loss_vfl: 0.824039 loss_bbox: 0.255452 loss_dfl: 0.175775 loss: 1.243072 eta: 2 days, 19:18:57 batch_cost: 2.2892 data_cost: 0.0009 ips: 12.2314 images/s [11/17 16:20:25] ppdet.engine INFO: Epoch: [65] [2640/3251] learning_rate: 0.052343 loss_vfl: 0.783381 loss_bbox: 0.268547 loss_dfl: 0.178482 loss: 1.237400 eta: 2 days, 19:18:14 batch_cost: 2.2635 data_cost: 0.0009 ips: 12.3702 images/s [11/17 16:21:14] ppdet.engine INFO: Epoch: [65] [2660/3251] learning_rate: 0.052326 loss_vfl: 0.789880 loss_bbox: 0.282670 loss_dfl: 0.188541 loss: 1.249670 eta: 2 days, 19:17:32 batch_cost: 2.2810 data_cost: 0.0009 ips: 12.2753 images/s [11/17 16:21:59] ppdet.engine INFO: Epoch: [65] [2680/3251] learning_rate: 0.052309 loss_vfl: 0.785851 loss_bbox: 0.246438 loss_dfl: 0.172493 loss: 1.208335 eta: 2 days, 19:16:47 batch_cost: 2.0669 data_cost: 0.0011 ips: 13.5471 images/s [11/17 16:22:45] ppdet.engine INFO: Epoch: [65] [2700/3251] learning_rate: 0.052292 loss_vfl: 0.792006 loss_bbox: 0.263265 loss_dfl: 0.176980 loss: 1.213098 eta: 2 days, 19:16:03 batch_cost: 2.1374 data_cost: 0.0012 ips: 13.1001 images/s [11/17 16:23:32] ppdet.engine INFO: Epoch: [65] [2720/3251] learning_rate: 0.052275 loss_vfl: 0.798337 loss_bbox: 0.275715 loss_dfl: 0.178131 loss: 1.210445 eta: 2 days, 19:15:19 batch_cost: 2.1725 data_cost: 0.0013 ips: 12.8883 images/s [11/17 16:24:18] ppdet.engine INFO: Epoch: [65] [2740/3251] learning_rate: 0.052258 loss_vfl: 0.777929 loss_bbox: 0.263025 loss_dfl: 0.168402 loss: 1.226956 eta: 2 days, 19:14:35 batch_cost: 2.1450 data_cost: 0.0009 ips: 13.0538 images/s [11/17 16:25:06] ppdet.engine INFO: Epoch: [65] [2760/3251] learning_rate: 0.052241 loss_vfl: 0.780898 loss_bbox: 0.295007 loss_dfl: 0.187109 loss: 1.258593 eta: 2 days, 19:13:53 batch_cost: 2.2699 data_cost: 0.0011 ips: 12.3354 images/s [11/17 16:25:55] ppdet.engine INFO: Epoch: [65] [2780/3251] learning_rate: 0.052224 loss_vfl: 0.757985 loss_bbox: 0.227780 loss_dfl: 0.167183 loss: 1.155468 eta: 2 days, 19:13:10 batch_cost: 2.2814 data_cost: 0.0009 ips: 12.2729 images/s [11/17 16:26:43] ppdet.engine INFO: Epoch: [65] [2800/3251] learning_rate: 0.052207 loss_vfl: 0.784216 loss_bbox: 0.270543 loss_dfl: 0.185227 loss: 1.230621 eta: 2 days, 19:12:28 batch_cost: 2.3013 data_cost: 0.0010 ips: 12.1668 images/s [11/17 16:27:29] ppdet.engine INFO: Epoch: [65] [2820/3251] learning_rate: 0.052190 loss_vfl: 0.777185 loss_bbox: 0.290178 loss_dfl: 0.193865 loss: 1.270333 eta: 2 days, 19:11:44 batch_cost: 2.1708 data_cost: 0.0022 ips: 12.8986 images/s [11/17 16:28:17] ppdet.engine INFO: Epoch: [65] [2840/3251] learning_rate: 0.052173 loss_vfl: 0.769550 loss_bbox: 0.265636 loss_dfl: 0.181539 loss: 1.226563 eta: 2 days, 19:11:01 batch_cost: 2.2829 data_cost: 0.0009 ips: 12.2653 images/s [11/17 16:29:02] ppdet.engine INFO: Epoch: [65] [2860/3251] learning_rate: 0.052156 loss_vfl: 0.788705 loss_bbox: 0.301414 loss_dfl: 0.192682 loss: 1.292556 eta: 2 days, 19:10:17 batch_cost: 2.1429 data_cost: 0.0009 ips: 13.0664 images/s [11/17 16:29:50] ppdet.engine INFO: Epoch: [65] [2880/3251] learning_rate: 0.052139 loss_vfl: 0.773774 loss_bbox: 0.242748 loss_dfl: 0.172702 loss: 1.179307 eta: 2 days, 19:09:35 batch_cost: 2.2678 data_cost: 0.0010 ips: 12.3469 images/s [11/17 16:30:35] ppdet.engine INFO: Epoch: [65] [2900/3251] learning_rate: 0.052122 loss_vfl: 0.788968 loss_bbox: 0.266499 loss_dfl: 0.181967 loss: 1.238837 eta: 2 days, 19:08:50 batch_cost: 2.1111 data_cost: 0.0009 ips: 13.2634 images/s [11/17 16:31:23] ppdet.engine INFO: Epoch: [65] [2920/3251] learning_rate: 0.052105 loss_vfl: 0.786670 loss_bbox: 0.241963 loss_dfl: 0.162002 loss: 1.194052 eta: 2 days, 19:08:07 batch_cost: 2.1897 data_cost: 0.0011 ips: 12.7870 images/s [11/17 16:32:10] ppdet.engine INFO: Epoch: [65] [2940/3251] learning_rate: 0.052088 loss_vfl: 0.811204 loss_bbox: 0.274871 loss_dfl: 0.188007 loss: 1.278852 eta: 2 days, 19:07:24 batch_cost: 2.2000 data_cost: 0.0009 ips: 12.7271 images/s [11/17 16:32:56] ppdet.engine INFO: Epoch: [65] [2960/3251] learning_rate: 0.052071 loss_vfl: 0.787513 loss_bbox: 0.325859 loss_dfl: 0.195031 loss: 1.295444 eta: 2 days, 19:06:40 batch_cost: 2.1790 data_cost: 0.0009 ips: 12.8498 images/s [11/17 16:33:42] ppdet.engine INFO: Epoch: [65] [2980/3251] learning_rate: 0.052054 loss_vfl: 0.793579 loss_bbox: 0.271889 loss_dfl: 0.179971 loss: 1.259381 eta: 2 days, 19:05:56 batch_cost: 2.1146 data_cost: 0.0010 ips: 13.2414 images/s [11/17 16:34:29] ppdet.engine INFO: Epoch: [65] [3000/3251] learning_rate: 0.052037 loss_vfl: 0.788464 loss_bbox: 0.303811 loss_dfl: 0.186542 loss: 1.260607 eta: 2 days, 19:05:13 batch_cost: 2.2405 data_cost: 0.0009 ips: 12.4973 images/s [11/17 16:35:17] ppdet.engine INFO: Epoch: [65] [3020/3251] learning_rate: 0.052020 loss_vfl: 0.781798 loss_bbox: 0.268996 loss_dfl: 0.188341 loss: 1.244979 eta: 2 days, 19:04:30 batch_cost: 2.2708 data_cost: 0.0020 ips: 12.3302 images/s [11/17 16:36:02] ppdet.engine INFO: Epoch: [65] [3040/3251] learning_rate: 0.052003 loss_vfl: 0.785927 loss_bbox: 0.242744 loss_dfl: 0.176246 loss: 1.229083 eta: 2 days, 19:03:46 batch_cost: 2.1359 data_cost: 0.0009 ips: 13.1092 images/s [11/17 16:36:49] ppdet.engine INFO: Epoch: [65] [3060/3251] learning_rate: 0.051986 loss_vfl: 0.749649 loss_bbox: 0.285607 loss_dfl: 0.172690 loss: 1.231461 eta: 2 days, 19:03:02 batch_cost: 2.1811 data_cost: 0.0010 ips: 12.8374 images/s [11/17 16:37:35] ppdet.engine INFO: Epoch: [65] [3080/3251] learning_rate: 0.051970 loss_vfl: 0.771301 loss_bbox: 0.279122 loss_dfl: 0.188388 loss: 1.269772 eta: 2 days, 19:02:18 batch_cost: 2.1448 data_cost: 0.0010 ips: 13.0549 images/s [11/17 16:38:22] ppdet.engine INFO: Epoch: [65] [3100/3251] learning_rate: 0.051953 loss_vfl: 0.792703 loss_bbox: 0.261853 loss_dfl: 0.181481 loss: 1.246588 eta: 2 days, 19:01:35 batch_cost: 2.2022 data_cost: 0.0009 ips: 12.7148 images/s [11/17 16:39:08] ppdet.engine INFO: Epoch: [65] [3120/3251] learning_rate: 0.051936 loss_vfl: 0.792436 loss_bbox: 0.276555 loss_dfl: 0.193265 loss: 1.282551 eta: 2 days, 19:00:51 batch_cost: 2.1511 data_cost: 0.0009 ips: 13.0164 images/s [11/17 16:39:55] ppdet.engine INFO: Epoch: [65] [3140/3251] learning_rate: 0.051919 loss_vfl: 0.810186 loss_bbox: 0.289846 loss_dfl: 0.189801 loss: 1.267168 eta: 2 days, 19:00:08 batch_cost: 2.2619 data_cost: 0.0009 ips: 12.3791 images/s [11/17 16:40:42] ppdet.engine INFO: Epoch: [65] [3160/3251] learning_rate: 0.051902 loss_vfl: 0.781000 loss_bbox: 0.284175 loss_dfl: 0.190994 loss: 1.272563 eta: 2 days, 18:59:25 batch_cost: 2.1872 data_cost: 0.0010 ips: 12.8015 images/s [11/17 16:41:28] ppdet.engine INFO: Epoch: [65] [3180/3251] learning_rate: 0.051885 loss_vfl: 0.757053 loss_bbox: 0.289890 loss_dfl: 0.187258 loss: 1.247563 eta: 2 days, 18:58:41 batch_cost: 2.1707 data_cost: 0.0009 ips: 12.8992 images/s [11/17 16:42:17] ppdet.engine INFO: Epoch: [65] [3200/3251] learning_rate: 0.051868 loss_vfl: 0.807279 loss_bbox: 0.240314 loss_dfl: 0.176277 loss: 1.210836 eta: 2 days, 18:57:59 batch_cost: 2.3678 data_cost: 0.0010 ips: 11.8251 images/s [11/17 16:43:04] ppdet.engine INFO: Epoch: [65] [3220/3251] learning_rate: 0.051851 loss_vfl: 0.800088 loss_bbox: 0.263827 loss_dfl: 0.179973 loss: 1.235774 eta: 2 days, 18:57:16 batch_cost: 2.2302 data_cost: 0.0016 ips: 12.5552 images/s [11/17 16:43:50] ppdet.engine INFO: Epoch: [65] [3240/3251] learning_rate: 0.051834 loss_vfl: 0.771153 loss_bbox: 0.254095 loss_dfl: 0.178198 loss: 1.205715 eta: 2 days, 18:56:32 batch_cost: 2.1417 data_cost: 0.0015 ips: 13.0736 images/s [11/17 16:44:09] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_lcnet_2_5x_640_mainbody [11/17 16:44:10] ppdet.engine INFO: Eval iter: 0 [11/17 16:44:59] ppdet.engine INFO: Eval iter: 100 [11/17 16:45:25] ppdet.engine INFO: Eval iter: 200 [11/17 16:45:52] ppdet.engine INFO: Eval iter: 300 [11/17 16:46:19] ppdet.engine INFO: Eval iter: 400 [11/17 16:46:46] ppdet.engine INFO: Eval iter: 500 [11/17 16:47:13] ppdet.engine INFO: Eval iter: 600 [11/17 16:47:41] ppdet.engine INFO: Eval iter: 700 [11/17 16:48:10] ppdet.engine INFO: Eval iter: 800 [11/17 16:48:39] ppdet.engine INFO: Eval iter: 900 [11/17 16:49:06] ppdet.engine INFO: Eval iter: 1000 [11/17 16:49:32] ppdet.engine INFO: Eval iter: 1100 [11/17 16:49:58] ppdet.engine INFO: Eval iter: 1200 [11/17 16:50:24] ppdet.engine INFO: Eval iter: 1300 [11/17 16:50:50] ppdet.engine INFO: Eval iter: 1400 [11/17 16:51:17] ppdet.engine INFO: Eval iter: 1500 [11/17 16:51:45] ppdet.engine INFO: Eval iter: 1600 [11/17 16:52:12] ppdet.engine INFO: Eval iter: 1700 [11/17 16:52:39] ppdet.engine INFO: Eval iter: 1800 [11/17 16:53:08] ppdet.engine INFO: Eval iter: 1900 [11/17 16:53:36] ppdet.engine INFO: Eval iter: 2000 [11/17 16:54:03] ppdet.engine INFO: Eval iter: 2100 [11/17 16:54:30] ppdet.engine INFO: Eval iter: 2200 [11/17 16:54:58] ppdet.engine INFO: Eval iter: 2300 [11/17 16:56:00] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json. loading annotations into memory... Done (t=2.14s) creating index... index created! [11/17 16:56:02] ppdet.metrics.coco_utils INFO: Start evaluate... Loading and preparing results... DONE (t=15.46s) creating index... index created! Running per image evaluation... Evaluate annotation type *bbox* DONE (t=407.36s). Accumulating evaluation results... DONE (t=32.76s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.405 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.605 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.432 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.224 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.457 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.533 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.084 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.400 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.610 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.365 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.629 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.775 [11/17 17:03:41] ppdet.engine INFO: Total sample number: 19074, averge FPS: 28.20702133296761 [11/17 17:03:41] ppdet.engine INFO: Best test bbox ap is 0.415. [11/17 17:03:43] ppdet.engine INFO: Epoch: [66] [ 0/3251] learning_rate: 0.051825 loss_vfl: 0.755892 loss_bbox: 0.273843 loss_dfl: 0.183852 loss: 1.204383 eta: 2 days, 18:56:01 batch_cost: 1.4453 data_cost: 0.0014 ips: 19.3736 images/s [11/17 17:04:30] ppdet.engine INFO: Epoch: [66] [ 20/3251] learning_rate: 0.051808 loss_vfl: 0.767244 loss_bbox: 0.262138 loss_dfl: 0.169540 loss: 1.189314 eta: 2 days, 18:55:18 batch_cost: 2.2387 data_cost: 0.0019 ips: 12.5074 images/s [11/17 17:05:16] ppdet.engine INFO: Epoch: [66] [ 40/3251] learning_rate: 0.051791 loss_vfl: 0.773801 loss_bbox: 0.273046 loss_dfl: 0.186595 loss: 1.246641 eta: 2 days, 18:54:35 batch_cost: 2.1743 data_cost: 0.0010 ips: 12.8775 images/s [11/17 17:06:02] ppdet.engine INFO: Epoch: [66] [ 60/3251] learning_rate: 0.051774 loss_vfl: 0.774349 loss_bbox: 0.244873 loss_dfl: 0.166954 loss: 1.217614 eta: 2 days, 18:53:51 batch_cost: 2.2199 data_cost: 0.0011 ips: 12.6131 images/s [11/17 17:06:50] ppdet.engine INFO: Epoch: [66] [ 80/3251] learning_rate: 0.051757 loss_vfl: 0.769568 loss_bbox: 0.307134 loss_dfl: 0.195708 loss: 1.271274 eta: 2 days, 18:53:08 batch_cost: 2.1962 data_cost: 0.0009 ips: 12.7494 images/s [11/17 17:07:38] ppdet.engine INFO: Epoch: [66] [ 100/3251] learning_rate: 0.051740 loss_vfl: 0.770065 loss_bbox: 0.274828 loss_dfl: 0.179233 loss: 1.252113 eta: 2 days, 18:52:25 batch_cost: 2.2783 data_cost: 0.0017 ips: 12.2896 images/s [11/17 17:08:25] ppdet.engine INFO: Epoch: [66] [ 120/3251] learning_rate: 0.051723 loss_vfl: 0.799596 loss_bbox: 0.261577 loss_dfl: 0.177224 loss: 1.217946 eta: 2 days, 18:51:42 batch_cost: 2.2068 data_cost: 0.0017 ips: 12.6882 images/s [11/17 17:09:14] ppdet.engine INFO: Epoch: [66] [ 140/3251] learning_rate: 0.051706 loss_vfl: 0.761032 loss_bbox: 0.270415 loss_dfl: 0.179500 loss: 1.214970 eta: 2 days, 18:50:59 batch_cost: 2.1873 data_cost: 0.0018 ips: 12.8011 images/s [11/17 17:10:01] ppdet.engine INFO: Epoch: [66] [ 160/3251] learning_rate: 0.051689 loss_vfl: 0.786572 loss_bbox: 0.254791 loss_dfl: 0.171299 loss: 1.220222 eta: 2 days, 18:50:16 batch_cost: 2.2798 data_cost: 0.0011 ips: 12.2818 images/s [11/17 17:10:49] ppdet.engine INFO: Epoch: [66] [ 180/3251] learning_rate: 0.051672 loss_vfl: 0.780361 loss_bbox: 0.249540 loss_dfl: 0.177424 loss: 1.205938 eta: 2 days, 18:49:33 batch_cost: 2.2244 data_cost: 0.0018 ips: 12.5875 images/s [11/17 17:11:36] ppdet.engine INFO: Epoch: [66] [ 200/3251] learning_rate: 0.051655 loss_vfl: 0.766152 loss_bbox: 0.278860 loss_dfl: 0.190499 loss: 1.243314 eta: 2 days, 18:48:49 batch_cost: 2.2042 data_cost: 0.0010 ips: 12.7030 images/s [11/17 17:12:22] ppdet.engine INFO: Epoch: [66] [ 220/3251] learning_rate: 0.051638 loss_vfl: 0.780610 loss_bbox: 0.262957 loss_dfl: 0.184204 loss: 1.226159 eta: 2 days, 18:48:06 batch_cost: 2.1822 data_cost: 0.0009 ips: 12.8310 images/s [11/17 17:13:09] ppdet.engine INFO: Epoch: [66] [ 240/3251] learning_rate: 0.051622 loss_vfl: 0.773396 loss_bbox: 0.228347 loss_dfl: 0.162945 loss: 1.160045 eta: 2 days, 18:47:23 batch_cost: 2.2452 data_cost: 0.0009 ips: 12.4709 images/s [11/17 17:13:54] ppdet.engine INFO: Epoch: [66] [ 260/3251] learning_rate: 0.051605 loss_vfl: 0.767675 loss_bbox: 0.287643 loss_dfl: 0.187039 loss: 1.233498 eta: 2 days, 18:46:39 batch_cost: 2.1296 data_cost: 0.0010 ips: 13.1483 images/s [11/17 17:14:41] ppdet.engine INFO: Epoch: [66] [ 280/3251] learning_rate: 0.051588 loss_vfl: 0.799424 loss_bbox: 0.283966 loss_dfl: 0.196991 loss: 1.244392 eta: 2 days, 18:45:55 batch_cost: 2.1900 data_cost: 0.0011 ips: 12.7853 images/s [11/17 17:15:28] ppdet.engine INFO: Epoch: [66] [ 300/3251] learning_rate: 0.051571 loss_vfl: 0.792097 loss_bbox: 0.252995 loss_dfl: 0.177861 loss: 1.217777 eta: 2 days, 18:45:12 batch_cost: 2.2122 data_cost: 0.0011 ips: 12.6570 images/s [11/17 17:16:16] ppdet.engine INFO: Epoch: [66] [ 320/3251] learning_rate: 0.051554 loss_vfl: 0.767598 loss_bbox: 0.266938 loss_dfl: 0.179017 loss: 1.240391 eta: 2 days, 18:44:29 batch_cost: 2.2586 data_cost: 0.0011 ips: 12.3971 images/s [11/17 17:17:06] ppdet.engine INFO: Epoch: [66] [ 340/3251] learning_rate: 0.051537 loss_vfl: 0.805349 loss_bbox: 0.255310 loss_dfl: 0.170854 loss: 1.255955 eta: 2 days, 18:43:48 batch_cost: 2.3601 data_cost: 0.0009 ips: 11.8640 images/s [11/17 17:17:51] ppdet.engine INFO: Epoch: [66] [ 360/3251] learning_rate: 0.051520 loss_vfl: 0.759066 loss_bbox: 0.267166 loss_dfl: 0.180372 loss: 1.194640 eta: 2 days, 18:43:03 batch_cost: 2.1085 data_cost: 0.0009 ips: 13.2797 images/s [11/17 17:18:39] ppdet.engine INFO: Epoch: [66] [ 380/3251] learning_rate: 0.051503 loss_vfl: 0.794614 loss_bbox: 0.231785 loss_dfl: 0.158222 loss: 1.202341 eta: 2 days, 18:42:21 batch_cost: 2.3177 data_cost: 0.0012 ips: 12.0810 images/s [11/17 17:19:25] ppdet.engine INFO: Epoch: [66] [ 400/3251] learning_rate: 0.051486 loss_vfl: 0.760365 loss_bbox: 0.243053 loss_dfl: 0.166515 loss: 1.173349 eta: 2 days, 18:41:37 batch_cost: 2.1267 data_cost: 0.0009 ips: 13.1658 images/s [11/17 17:20:13] ppdet.engine INFO: Epoch: [66] [ 420/3251] learning_rate: 0.051469 loss_vfl: 0.777260 loss_bbox: 0.285847 loss_dfl: 0.185850 loss: 1.279494 eta: 2 days, 18:40:54 batch_cost: 2.2120 data_cost: 0.0009 ips: 12.6584 images/s [11/17 17:20:58] ppdet.engine INFO: Epoch: [66] [ 440/3251] learning_rate: 0.051452 loss_vfl: 0.773381 loss_bbox: 0.250112 loss_dfl: 0.174671 loss: 1.210742 eta: 2 days, 18:40:10 batch_cost: 2.1626 data_cost: 0.0009 ips: 12.9471 images/s [11/17 17:21:45] ppdet.engine INFO: Epoch: [66] [ 460/3251] learning_rate: 0.051436 loss_vfl: 0.762342 loss_bbox: 0.255178 loss_dfl: 0.174889 loss: 1.232593 eta: 2 days, 18:39:26 batch_cost: 2.1911 data_cost: 0.0013 ips: 12.7789 images/s [11/17 17:22:32] ppdet.engine INFO: Epoch: [66] [ 480/3251] learning_rate: 0.051419 loss_vfl: 0.790546 loss_bbox: 0.272474 loss_dfl: 0.187303 loss: 1.267928 eta: 2 days, 18:38:43 batch_cost: 2.1627 data_cost: 0.0010 ips: 12.9468 images/s [11/17 17:23:19] ppdet.engine INFO: Epoch: [66] [ 500/3251] learning_rate: 0.051402 loss_vfl: 0.788331 loss_bbox: 0.286252 loss_dfl: 0.184464 loss: 1.265243 eta: 2 days, 18:38:00 batch_cost: 2.2778 data_cost: 0.0009 ips: 12.2924 images/s [11/17 17:24:06] ppdet.engine INFO: Epoch: [66] [ 520/3251] learning_rate: 0.051385 loss_vfl: 0.783779 loss_bbox: 0.261900 loss_dfl: 0.165991 loss: 1.194628 eta: 2 days, 18:37:16 batch_cost: 2.1367 data_cost: 0.0011 ips: 13.1045 images/s [11/17 17:24:53] ppdet.engine INFO: Epoch: [66] [ 540/3251] learning_rate: 0.051368 loss_vfl: 0.787308 loss_bbox: 0.243771 loss_dfl: 0.185326 loss: 1.213087 eta: 2 days, 18:36:31 batch_cost: 2.0892 data_cost: 0.0012 ips: 13.4024 images/s [11/17 17:25:38] ppdet.engine INFO: Epoch: [66] [ 560/3251] learning_rate: 0.051351 loss_vfl: 0.772849 loss_bbox: 0.270387 loss_dfl: 0.178399 loss: 1.240659 eta: 2 days, 18:35:46 batch_cost: 2.0528 data_cost: 0.0011 ips: 13.6397 images/s [11/17 17:26:24] ppdet.engine INFO: Epoch: [66] [ 580/3251] learning_rate: 0.051334 loss_vfl: 0.781256 loss_bbox: 0.291626 loss_dfl: 0.202091 loss: 1.305923 eta: 2 days, 18:35:03 batch_cost: 2.1541 data_cost: 0.0010 ips: 12.9985 images/s [11/17 17:27:14] ppdet.engine INFO: Epoch: [66] [ 600/3251] learning_rate: 0.051317 loss_vfl: 0.801193 loss_bbox: 0.283435 loss_dfl: 0.185766 loss: 1.268836 eta: 2 days, 18:34:20 batch_cost: 2.3168 data_cost: 0.0021 ips: 12.0854 images/s [11/17 17:28:02] ppdet.engine INFO: Epoch: [66] [ 620/3251] learning_rate: 0.051300 loss_vfl: 0.769320 loss_bbox: 0.246880 loss_dfl: 0.178331 loss: 1.203006 eta: 2 days, 18:33:37 batch_cost: 2.2361 data_cost: 0.0011 ips: 12.5219 images/s [11/17 17:28:47] ppdet.engine INFO: Epoch: [66] [ 640/3251] learning_rate: 0.051284 loss_vfl: 0.784861 loss_bbox: 0.262201 loss_dfl: 0.195211 loss: 1.237068 eta: 2 days, 18:32:53 batch_cost: 2.1240 data_cost: 0.0014 ips: 13.1824 images/s [11/17 17:29:35] ppdet.engine INFO: Epoch: [66] [ 660/3251] learning_rate: 0.051267 loss_vfl: 0.780768 loss_bbox: 0.225420 loss_dfl: 0.167086 loss: 1.141371 eta: 2 days, 18:32:11 batch_cost: 2.2724 data_cost: 0.0009 ips: 12.3219 images/s [11/17 17:30:24] ppdet.engine INFO: Epoch: [66] [ 680/3251] learning_rate: 0.051250 loss_vfl: 0.781632 loss_bbox: 0.286391 loss_dfl: 0.197484 loss: 1.252148 eta: 2 days, 18:31:28 batch_cost: 2.3140 data_cost: 0.0009 ips: 12.1002 images/s [11/17 17:31:07] ppdet.engine INFO: Epoch: [66] [ 700/3251] learning_rate: 0.051233 loss_vfl: 0.763172 loss_bbox: 0.249445 loss_dfl: 0.168098 loss: 1.219633 eta: 2 days, 18:30:43 batch_cost: 1.9901 data_cost: 0.0010 ips: 14.0694 images/s [11/17 17:31:55] ppdet.engine INFO: Epoch: [66] [ 720/3251] learning_rate: 0.051216 loss_vfl: 0.787569 loss_bbox: 0.261308 loss_dfl: 0.173168 loss: 1.240515 eta: 2 days, 18:30:00 batch_cost: 2.2789 data_cost: 0.0010 ips: 12.2867 images/s [11/17 17:32:43] ppdet.engine INFO: Epoch: [66] [ 740/3251] learning_rate: 0.051199 loss_vfl: 0.777456 loss_bbox: 0.297342 loss_dfl: 0.196949 loss: 1.270178 eta: 2 days, 18:29:18 batch_cost: 2.2726 data_cost: 0.0009 ips: 12.3206 images/s [11/17 17:33:30] ppdet.engine INFO: Epoch: [66] [ 760/3251] learning_rate: 0.051182 loss_vfl: 0.784784 loss_bbox: 0.300946 loss_dfl: 0.184671 loss: 1.254032 eta: 2 days, 18:28:33 batch_cost: 2.1206 data_cost: 0.0009 ips: 13.2038 images/s [11/17 17:34:16] ppdet.engine INFO: Epoch: [66] [ 780/3251] learning_rate: 0.051165 loss_vfl: 0.748380 loss_bbox: 0.263984 loss_dfl: 0.174952 loss: 1.205797 eta: 2 days, 18:27:50 batch_cost: 2.1818 data_cost: 0.0012 ips: 12.8335 images/s [11/17 17:35:03] ppdet.engine INFO: Epoch: [66] [ 800/3251] learning_rate: 0.051149 loss_vfl: 0.791729 loss_bbox: 0.255495 loss_dfl: 0.177888 loss: 1.263603 eta: 2 days, 18:27:06 batch_cost: 2.2033 data_cost: 0.0012 ips: 12.7083 images/s [11/17 17:35:49] ppdet.engine INFO: Epoch: [66] [ 820/3251] learning_rate: 0.051132 loss_vfl: 0.781115 loss_bbox: 0.295011 loss_dfl: 0.192859 loss: 1.288228 eta: 2 days, 18:26:23 batch_cost: 2.1920 data_cost: 0.0011 ips: 12.7739 images/s [11/17 17:36:36] ppdet.engine INFO: Epoch: [66] [ 840/3251] learning_rate: 0.051115 loss_vfl: 0.767318 loss_bbox: 0.248643 loss_dfl: 0.167725 loss: 1.191230 eta: 2 days, 18:25:39 batch_cost: 2.1458 data_cost: 0.0009 ips: 13.0487 images/s [11/17 17:37:22] ppdet.engine INFO: Epoch: [66] [ 860/3251] learning_rate: 0.051098 loss_vfl: 0.783856 loss_bbox: 0.268612 loss_dfl: 0.183565 loss: 1.227705 eta: 2 days, 18:24:54 batch_cost: 2.0813 data_cost: 0.0011 ips: 13.4530 images/s [11/17 17:38:09] ppdet.engine INFO: Epoch: [66] [ 880/3251] learning_rate: 0.051081 loss_vfl: 0.787414 loss_bbox: 0.275363 loss_dfl: 0.195110 loss: 1.283652 eta: 2 days, 18:24:11 batch_cost: 2.1747 data_cost: 0.0010 ips: 12.8753 images/s [11/17 17:38:54] ppdet.engine INFO: Epoch: [66] [ 900/3251] learning_rate: 0.051064 loss_vfl: 0.775254 loss_bbox: 0.283630 loss_dfl: 0.184624 loss: 1.258894 eta: 2 days, 18:23:27 batch_cost: 2.1469 data_cost: 0.0010 ips: 13.0420 images/s [11/17 17:39:41] ppdet.engine INFO: Epoch: [66] [ 920/3251] learning_rate: 0.051047 loss_vfl: 0.773558 loss_bbox: 0.271229 loss_dfl: 0.183319 loss: 1.227856 eta: 2 days, 18:22:44 batch_cost: 2.2228 data_cost: 0.0018 ips: 12.5969 images/s [11/17 17:40:29] ppdet.engine INFO: Epoch: [66] [ 940/3251] learning_rate: 0.051031 loss_vfl: 0.793701 loss_bbox: 0.259122 loss_dfl: 0.175871 loss: 1.263553 eta: 2 days, 18:22:00 batch_cost: 2.2231 data_cost: 0.0009 ips: 12.5951 images/s [11/17 17:41:17] ppdet.engine INFO: Epoch: [66] [ 960/3251] learning_rate: 0.051014 loss_vfl: 0.770007 loss_bbox: 0.267388 loss_dfl: 0.184493 loss: 1.229775 eta: 2 days, 18:21:18 batch_cost: 2.2782 data_cost: 0.0009 ips: 12.2903 images/s [11/17 17:42:01] ppdet.engine INFO: Epoch: [66] [ 980/3251] learning_rate: 0.050997 loss_vfl: 0.779854 loss_bbox: 0.258668 loss_dfl: 0.182014 loss: 1.251107 eta: 2 days, 18:20:33 batch_cost: 2.0684 data_cost: 0.0009 ips: 13.5373 images/s [11/17 17:42:49] ppdet.engine INFO: Epoch: [66] [1000/3251] learning_rate: 0.050980 loss_vfl: 0.790310 loss_bbox: 0.269802 loss_dfl: 0.176693 loss: 1.225822 eta: 2 days, 18:19:50 batch_cost: 2.2427 data_cost: 0.0009 ips: 12.4852 images/s [11/17 17:43:36] ppdet.engine INFO: Epoch: [66] [1020/3251] learning_rate: 0.050963 loss_vfl: 0.777373 loss_bbox: 0.269747 loss_dfl: 0.175043 loss: 1.205431 eta: 2 days, 18:19:07 batch_cost: 2.2170 data_cost: 0.0010 ips: 12.6295 images/s [11/17 17:44:23] ppdet.engine INFO: Epoch: [66] [1040/3251] learning_rate: 0.050946 loss_vfl: 0.786801 loss_bbox: 0.303814 loss_dfl: 0.200878 loss: 1.290540 eta: 2 days, 18:18:24 batch_cost: 2.2518 data_cost: 0.0010 ips: 12.4345 images/s [11/17 17:45:09] ppdet.engine INFO: Epoch: [66] [1060/3251] learning_rate: 0.050930 loss_vfl: 0.773069 loss_bbox: 0.279641 loss_dfl: 0.181258 loss: 1.246215 eta: 2 days, 18:17:40 batch_cost: 2.1856 data_cost: 0.0009 ips: 12.8114 images/s [11/17 17:45:57] ppdet.engine INFO: Epoch: [66] [1080/3251] learning_rate: 0.050913 loss_vfl: 0.777141 loss_bbox: 0.275325 loss_dfl: 0.187217 loss: 1.233476 eta: 2 days, 18:16:57 batch_cost: 2.1454 data_cost: 0.0014 ips: 13.0515 images/s [11/17 17:46:44] ppdet.engine INFO: Epoch: [66] [1100/3251] learning_rate: 0.050896 loss_vfl: 0.773779 loss_bbox: 0.264757 loss_dfl: 0.183161 loss: 1.223601 eta: 2 days, 18:16:14 batch_cost: 2.2414 data_cost: 0.0017 ips: 12.4923 images/s [11/17 17:47:29] ppdet.engine INFO: Epoch: [66] [1120/3251] learning_rate: 0.050879 loss_vfl: 0.787571 loss_bbox: 0.251544 loss_dfl: 0.179858 loss: 1.238016 eta: 2 days, 18:15:29 batch_cost: 2.1177 data_cost: 0.0010 ips: 13.2222 images/s [11/17 17:48:17] ppdet.engine INFO: Epoch: [66] [1140/3251] learning_rate: 0.050862 loss_vfl: 0.784289 loss_bbox: 0.283757 loss_dfl: 0.190619 loss: 1.276761 eta: 2 days, 18:14:46 batch_cost: 2.2562 data_cost: 0.0015 ips: 12.4104 images/s [11/17 17:49:03] ppdet.engine INFO: Epoch: [66] [1160/3251] learning_rate: 0.050845 loss_vfl: 0.793007 loss_bbox: 0.269454 loss_dfl: 0.188631 loss: 1.250661 eta: 2 days, 18:14:02 batch_cost: 2.1411 data_cost: 0.0010 ips: 13.0772 images/s [11/17 17:49:52] ppdet.engine INFO: Epoch: [66] [1180/3251] learning_rate: 0.050829 loss_vfl: 0.774111 loss_bbox: 0.289055 loss_dfl: 0.189473 loss: 1.216158 eta: 2 days, 18:13:20 batch_cost: 2.2926 data_cost: 0.0010 ips: 12.2132 images/s [11/17 17:50:38] ppdet.engine INFO: Epoch: [66] [1200/3251] learning_rate: 0.050812 loss_vfl: 0.801994 loss_bbox: 0.287333 loss_dfl: 0.186054 loss: 1.261989 eta: 2 days, 18:12:35 batch_cost: 2.0829 data_cost: 0.0010 ips: 13.4426 images/s [11/17 17:51:24] ppdet.engine INFO: Epoch: [66] [1220/3251] learning_rate: 0.050795 loss_vfl: 0.775526 loss_bbox: 0.281831 loss_dfl: 0.179711 loss: 1.238925 eta: 2 days, 18:11:52 batch_cost: 2.1867 data_cost: 0.0012 ips: 12.8047 images/s [11/17 17:52:12] ppdet.engine INFO: Epoch: [66] [1240/3251] learning_rate: 0.050778 loss_vfl: 0.771724 loss_bbox: 0.285124 loss_dfl: 0.201966 loss: 1.284684 eta: 2 days, 18:11:09 batch_cost: 2.2357 data_cost: 0.0009 ips: 12.5240 images/s [11/17 17:52:56] ppdet.engine INFO: Epoch: [66] [1260/3251] learning_rate: 0.050761 loss_vfl: 0.781188 loss_bbox: 0.307622 loss_dfl: 0.201638 loss: 1.306547 eta: 2 days, 18:10:24 batch_cost: 2.0551 data_cost: 0.0010 ips: 13.6244 images/s [11/17 17:53:41] ppdet.engine INFO: Epoch: [66] [1280/3251] learning_rate: 0.050744 loss_vfl: 0.799028 loss_bbox: 0.298905 loss_dfl: 0.196203 loss: 1.295871 eta: 2 days, 18:09:40 batch_cost: 2.1111 data_cost: 0.0009 ips: 13.2630 images/s [11/17 17:54:28] ppdet.engine INFO: Epoch: [66] [1300/3251] learning_rate: 0.050728 loss_vfl: 0.769020 loss_bbox: 0.287834 loss_dfl: 0.187586 loss: 1.256179 eta: 2 days, 18:08:57 batch_cost: 2.2242 data_cost: 0.0010 ips: 12.5890 images/s [11/17 17:55:13] ppdet.engine INFO: Epoch: [66] [1320/3251] learning_rate: 0.050711 loss_vfl: 0.764564 loss_bbox: 0.253375 loss_dfl: 0.176588 loss: 1.218809 eta: 2 days, 18:08:12 batch_cost: 2.0628 data_cost: 0.0011 ips: 13.5736 images/s [11/17 17:56:01] ppdet.engine INFO: Epoch: [66] [1340/3251] learning_rate: 0.050694 loss_vfl: 0.786505 loss_bbox: 0.249134 loss_dfl: 0.169674 loss: 1.218458 eta: 2 days, 18:07:29 batch_cost: 2.2735 data_cost: 0.0011 ips: 12.3157 images/s [11/17 17:56:47] ppdet.engine INFO: Epoch: [66] [1360/3251] learning_rate: 0.050677 loss_vfl: 0.783271 loss_bbox: 0.280102 loss_dfl: 0.181736 loss: 1.236257 eta: 2 days, 18:06:45 batch_cost: 2.1457 data_cost: 0.0010 ips: 13.0492 images/s [11/17 17:57:33] ppdet.engine INFO: Epoch: [66] [1380/3251] learning_rate: 0.050660 loss_vfl: 0.788171 loss_bbox: 0.253028 loss_dfl: 0.189531 loss: 1.256531 eta: 2 days, 18:06:01 batch_cost: 2.1760 data_cost: 0.0010 ips: 12.8677 images/s [11/17 17:58:21] ppdet.engine INFO: Epoch: [66] [1400/3251] learning_rate: 0.050644 loss_vfl: 0.774902 loss_bbox: 0.286705 loss_dfl: 0.183166 loss: 1.225596 eta: 2 days, 18:05:19 batch_cost: 2.2530 data_cost: 0.0016 ips: 12.4280 images/s [11/17 17:59:10] ppdet.engine INFO: Epoch: [66] [1420/3251] learning_rate: 0.050627 loss_vfl: 0.795725 loss_bbox: 0.266513 loss_dfl: 0.185024 loss: 1.240015 eta: 2 days, 18:04:36 batch_cost: 2.2923 data_cost: 0.0011 ips: 12.2146 images/s [11/17 17:59:57] ppdet.engine INFO: Epoch: [66] [1440/3251] learning_rate: 0.050610 loss_vfl: 0.766693 loss_bbox: 0.252309 loss_dfl: 0.166933 loss: 1.193895 eta: 2 days, 18:03:53 batch_cost: 2.2194 data_cost: 0.0011 ips: 12.6158 images/s [11/17 18:00:45] ppdet.engine INFO: Epoch: [66] [1460/3251] learning_rate: 0.050593 loss_vfl: 0.791868 loss_bbox: 0.288482 loss_dfl: 0.198518 loss: 1.257995 eta: 2 days, 18:03:10 batch_cost: 2.2453 data_cost: 0.0013 ips: 12.4705 images/s [11/17 18:01:33] ppdet.engine INFO: Epoch: [66] [1480/3251] learning_rate: 0.050576 loss_vfl: 0.780704 loss_bbox: 0.269287 loss_dfl: 0.177980 loss: 1.242323 eta: 2 days, 18:02:27 batch_cost: 2.2093 data_cost: 0.0010 ips: 12.6737 images/s [11/17 18:02:17] ppdet.engine INFO: Epoch: [66] [1500/3251] learning_rate: 0.050560 loss_vfl: 0.791576 loss_bbox: 0.285787 loss_dfl: 0.185414 loss: 1.268184 eta: 2 days, 18:01:42 batch_cost: 2.1100 data_cost: 0.0009 ips: 13.2704 images/s [11/17 18:03:04] ppdet.engine INFO: Epoch: [66] [1520/3251] learning_rate: 0.050543 loss_vfl: 0.797060 loss_bbox: 0.276877 loss_dfl: 0.181525 loss: 1.263802 eta: 2 days, 18:00:59 batch_cost: 2.2168 data_cost: 0.0010 ips: 12.6307 images/s [11/17 18:03:51] ppdet.engine INFO: Epoch: [66] [1540/3251] learning_rate: 0.050526 loss_vfl: 0.749669 loss_bbox: 0.273574 loss_dfl: 0.194385 loss: 1.205118 eta: 2 days, 18:00:16 batch_cost: 2.2221 data_cost: 0.0010 ips: 12.6004 images/s [11/17 18:04:39] ppdet.engine INFO: Epoch: [66] [1560/3251] learning_rate: 0.050509 loss_vfl: 0.776240 loss_bbox: 0.278082 loss_dfl: 0.175641 loss: 1.228358 eta: 2 days, 17:59:34 batch_cost: 2.3111 data_cost: 0.0020 ips: 12.1156 images/s [11/17 18:05:27] ppdet.engine INFO: Epoch: [66] [1580/3251] learning_rate: 0.050492 loss_vfl: 0.773890 loss_bbox: 0.269732 loss_dfl: 0.187246 loss: 1.223705 eta: 2 days, 17:58:50 batch_cost: 2.1586 data_cost: 0.0012 ips: 12.9716 images/s [11/17 18:06:13] ppdet.engine INFO: Epoch: [66] [1600/3251] learning_rate: 0.050476 loss_vfl: 0.788835 loss_bbox: 0.262235 loss_dfl: 0.173121 loss: 1.211689 eta: 2 days, 17:58:06 batch_cost: 2.1115 data_cost: 0.0012 ips: 13.2606 images/s [11/17 18:06:59] ppdet.engine INFO: Epoch: [66] [1620/3251] learning_rate: 0.050459 loss_vfl: 0.788458 loss_bbox: 0.256627 loss_dfl: 0.178274 loss: 1.269023 eta: 2 days, 17:57:22 batch_cost: 2.1815 data_cost: 0.0020 ips: 12.8350 images/s [11/17 18:07:49] ppdet.engine INFO: Epoch: [66] [1640/3251] learning_rate: 0.050442 loss_vfl: 0.760306 loss_bbox: 0.242855 loss_dfl: 0.178637 loss: 1.169247 eta: 2 days, 17:56:41 batch_cost: 2.3933 data_cost: 0.0011 ips: 11.6992 images/s Corrupt JPEG data: 33378 extraneous bytes before marker 0xe2 [11/17 18:08:35] ppdet.engine INFO: Epoch: [66] [1660/3251] learning_rate: 0.050425 loss_vfl: 0.780774 loss_bbox: 0.258047 loss_dfl: 0.179557 loss: 1.235382 eta: 2 days, 17:55:57 batch_cost: 2.1529 data_cost: 0.0010 ips: 13.0057 images/s [11/17 18:09:23] ppdet.engine INFO: Epoch: [66] [1680/3251] learning_rate: 0.050408 loss_vfl: 0.799738 loss_bbox: 0.281783 loss_dfl: 0.179095 loss: 1.244085 eta: 2 days, 17:55:14 batch_cost: 2.2844 data_cost: 0.0009 ips: 12.2571 images/s [11/17 18:10:12] ppdet.engine INFO: Epoch: [66] [1700/3251] learning_rate: 0.050392 loss_vfl: 0.793689 loss_bbox: 0.230981 loss_dfl: 0.163842 loss: 1.230193 eta: 2 days, 17:54:32 batch_cost: 2.3350 data_cost: 0.0010 ips: 11.9913 images/s [11/17 18:10:59] ppdet.engine INFO: Epoch: [66] [1720/3251] learning_rate: 0.050375 loss_vfl: 0.785590 loss_bbox: 0.260344 loss_dfl: 0.179625 loss: 1.218386 eta: 2 days, 17:53:49 batch_cost: 2.2051 data_cost: 0.0009 ips: 12.6978 images/s [11/17 18:11:45] ppdet.engine INFO: Epoch: [66] [1740/3251] learning_rate: 0.050358 loss_vfl: 0.785673 loss_bbox: 0.268554 loss_dfl: 0.179089 loss: 1.205568 eta: 2 days, 17:53:05 batch_cost: 2.1814 data_cost: 0.0013 ips: 12.8359 images/s [11/17 18:12:33] ppdet.engine INFO: Epoch: [66] [1760/3251] learning_rate: 0.050341 loss_vfl: 0.788750 loss_bbox: 0.233533 loss_dfl: 0.167185 loss: 1.221146 eta: 2 days, 17:52:22 batch_cost: 2.2546 data_cost: 0.0010 ips: 12.4192 images/s [11/17 18:13:18] ppdet.engine INFO: Epoch: [66] [1780/3251] learning_rate: 0.050325 loss_vfl: 0.770982 loss_bbox: 0.289984 loss_dfl: 0.190817 loss: 1.264344 eta: 2 days, 17:51:39 batch_cost: 2.1736 data_cost: 0.0009 ips: 12.8821 images/s [11/17 18:14:06] ppdet.engine INFO: Epoch: [66] [1800/3251] learning_rate: 0.050308 loss_vfl: 0.808005 loss_bbox: 0.266156 loss_dfl: 0.176456 loss: 1.252659 eta: 2 days, 17:50:56 batch_cost: 2.2628 data_cost: 0.0009 ips: 12.3739 images/s [11/17 18:14:53] ppdet.engine INFO: Epoch: [66] [1820/3251] learning_rate: 0.050291 loss_vfl: 0.787512 loss_bbox: 0.267607 loss_dfl: 0.173874 loss: 1.241179 eta: 2 days, 17:50:13 batch_cost: 2.2105 data_cost: 0.0010 ips: 12.6670 images/s [11/17 18:15:41] ppdet.engine INFO: Epoch: [66] [1840/3251] learning_rate: 0.050274 loss_vfl: 0.789032 loss_bbox: 0.274935 loss_dfl: 0.192556 loss: 1.290823 eta: 2 days, 17:49:29 batch_cost: 2.1961 data_cost: 0.0010 ips: 12.7501 images/s [11/17 18:16:26] ppdet.engine INFO: Epoch: [66] [1860/3251] learning_rate: 0.050257 loss_vfl: 0.810361 loss_bbox: 0.260146 loss_dfl: 0.170994 loss: 1.231769 eta: 2 days, 17:48:44 batch_cost: 2.0269 data_cost: 0.0010 ips: 13.8142 images/s [11/17 18:17:13] ppdet.engine INFO: Epoch: [66] [1880/3251] learning_rate: 0.050241 loss_vfl: 0.784609 loss_bbox: 0.262545 loss_dfl: 0.185792 loss: 1.230917 eta: 2 days, 17:48:01 batch_cost: 2.2163 data_cost: 0.0011 ips: 12.6336 images/s [11/17 18:18:00] ppdet.engine INFO: Epoch: [66] [1900/3251] learning_rate: 0.050224 loss_vfl: 0.775738 loss_bbox: 0.308167 loss_dfl: 0.211680 loss: 1.291837 eta: 2 days, 17:47:17 batch_cost: 2.1605 data_cost: 0.0009 ips: 12.9598 images/s [11/17 18:18:47] ppdet.engine INFO: Epoch: [66] [1920/3251] learning_rate: 0.050207 loss_vfl: 0.782158 loss_bbox: 0.278000 loss_dfl: 0.183540 loss: 1.272240 eta: 2 days, 17:46:34 batch_cost: 2.2738 data_cost: 0.0012 ips: 12.3140 images/s [11/17 18:19:35] ppdet.engine INFO: Epoch: [66] [1940/3251] learning_rate: 0.050190 loss_vfl: 0.797275 loss_bbox: 0.269151 loss_dfl: 0.188139 loss: 1.229105 eta: 2 days, 17:45:51 batch_cost: 2.2286 data_cost: 0.0010 ips: 12.5642 images/s [11/17 18:20:21] ppdet.engine INFO: Epoch: [66] [1960/3251] learning_rate: 0.050174 loss_vfl: 0.766624 loss_bbox: 0.278422 loss_dfl: 0.186923 loss: 1.228801 eta: 2 days, 17:45:07 batch_cost: 2.0825 data_cost: 0.0010 ips: 13.4454 images/s [11/17 18:21:09] ppdet.engine INFO: Epoch: [66] [1980/3251] learning_rate: 0.050157 loss_vfl: 0.793214 loss_bbox: 0.295311 loss_dfl: 0.185939 loss: 1.281446 eta: 2 days, 17:44:24 batch_cost: 2.2885 data_cost: 0.0013 ips: 12.2353 images/s [11/17 18:21:57] ppdet.engine INFO: Epoch: [66] [2000/3251] learning_rate: 0.050140 loss_vfl: 0.816720 loss_bbox: 0.235678 loss_dfl: 0.161488 loss: 1.239970 eta: 2 days, 17:43:42 batch_cost: 2.3013 data_cost: 0.0009 ips: 12.1673 images/s [11/17 18:22:42] ppdet.engine INFO: Epoch: [66] [2020/3251] learning_rate: 0.050123 loss_vfl: 0.789372 loss_bbox: 0.277906 loss_dfl: 0.180429 loss: 1.244843 eta: 2 days, 17:42:57 batch_cost: 2.1143 data_cost: 0.0009 ips: 13.2429 images/s [11/17 18:23:31] ppdet.engine INFO: Epoch: [66] [2040/3251] learning_rate: 0.050107 loss_vfl: 0.785085 loss_bbox: 0.265336 loss_dfl: 0.179229 loss: 1.234483 eta: 2 days, 17:42:14 batch_cost: 2.2419 data_cost: 0.0015 ips: 12.4893 images/s [11/17 18:24:18] ppdet.engine INFO: Epoch: [66] [2060/3251] learning_rate: 0.050090 loss_vfl: 0.794175 loss_bbox: 0.262921 loss_dfl: 0.165032 loss: 1.248969 eta: 2 days, 17:41:32 batch_cost: 2.2654 data_cost: 0.0014 ips: 12.3599 images/s [11/17 18:25:03] ppdet.engine INFO: Epoch: [66] [2080/3251] learning_rate: 0.050073 loss_vfl: 0.794363 loss_bbox: 0.290439 loss_dfl: 0.200226 loss: 1.262586 eta: 2 days, 17:40:48 batch_cost: 2.1758 data_cost: 0.0010 ips: 12.8691 images/s [11/17 18:25:49] ppdet.engine INFO: Epoch: [66] [2100/3251] learning_rate: 0.050056 loss_vfl: 0.775416 loss_bbox: 0.270461 loss_dfl: 0.185924 loss: 1.246318 eta: 2 days, 17:40:04 batch_cost: 2.1329 data_cost: 0.0010 ips: 13.1277 images/s [11/17 18:26:36] ppdet.engine INFO: Epoch: [66] [2120/3251] learning_rate: 0.050040 loss_vfl: 0.792089 loss_bbox: 0.277973 loss_dfl: 0.185028 loss: 1.251031 eta: 2 days, 17:39:20 batch_cost: 2.1862 data_cost: 0.0010 ips: 12.8077 images/s [11/17 18:27:25] ppdet.engine INFO: Epoch: [66] [2140/3251] learning_rate: 0.050023 loss_vfl: 0.771105 loss_bbox: 0.275867 loss_dfl: 0.191009 loss: 1.240939 eta: 2 days, 17:38:38 batch_cost: 2.2845 data_cost: 0.0010 ips: 12.2567 images/s [11/17 18:28:12] ppdet.engine INFO: Epoch: [66] [2160/3251] learning_rate: 0.050006 loss_vfl: 0.771733 loss_bbox: 0.260980 loss_dfl: 0.172332 loss: 1.223710 eta: 2 days, 17:37:54 batch_cost: 2.1838 data_cost: 0.0010 ips: 12.8215 images/s [11/17 18:28:59] ppdet.engine INFO: Epoch: [66] [2180/3251] learning_rate: 0.049989 loss_vfl: 0.784307 loss_bbox: 0.304769 loss_dfl: 0.211471 loss: 1.260273 eta: 2 days, 17:37:11 batch_cost: 2.2538 data_cost: 0.0010 ips: 12.4233 images/s [11/17 18:29:46] ppdet.engine INFO: Epoch: [66] [2200/3251] learning_rate: 0.049973 loss_vfl: 0.777129 loss_bbox: 0.280179 loss_dfl: 0.174372 loss: 1.229554 eta: 2 days, 17:36:28 batch_cost: 2.2337 data_cost: 0.0009 ips: 12.5350 images/s [11/17 18:30:32] ppdet.engine INFO: Epoch: [66] [2220/3251] learning_rate: 0.049956 loss_vfl: 0.782359 loss_bbox: 0.259358 loss_dfl: 0.181842 loss: 1.257611 eta: 2 days, 17:35:45 batch_cost: 2.1763 data_cost: 0.0010 ips: 12.8658 images/s [11/17 18:31:20] ppdet.engine INFO: Epoch: [66] [2240/3251] learning_rate: 0.049939 loss_vfl: 0.778182 loss_bbox: 0.243530 loss_dfl: 0.168510 loss: 1.215347 eta: 2 days, 17:35:02 batch_cost: 2.2583 data_cost: 0.0010 ips: 12.3988 images/s [11/17 18:32:08] ppdet.engine INFO: Epoch: [66] [2260/3251] learning_rate: 0.049922 loss_vfl: 0.785647 loss_bbox: 0.269148 loss_dfl: 0.184502 loss: 1.217794 eta: 2 days, 17:34:19 batch_cost: 2.2417 data_cost: 0.0009 ips: 12.4908 images/s [11/17 18:32:56] ppdet.engine INFO: Epoch: [66] [2280/3251] learning_rate: 0.049906 loss_vfl: 0.773739 loss_bbox: 0.265029 loss_dfl: 0.179210 loss: 1.247850 eta: 2 days, 17:33:34 batch_cost: 2.0981 data_cost: 0.0010 ips: 13.3453 images/s [11/17 18:33:43] ppdet.engine INFO: Epoch: [66] [2300/3251] learning_rate: 0.049889 loss_vfl: 0.774157 loss_bbox: 0.277413 loss_dfl: 0.182645 loss: 1.256996 eta: 2 days, 17:32:52 batch_cost: 2.2805 data_cost: 0.0009 ips: 12.2780 images/s [11/17 18:34:31] ppdet.engine INFO: Epoch: [66] [2320/3251] learning_rate: 0.049872 loss_vfl: 0.780553 loss_bbox: 0.281605 loss_dfl: 0.186337 loss: 1.229754 eta: 2 days, 17:32:09 batch_cost: 2.2513 data_cost: 0.0010 ips: 12.4372 images/s [11/17 18:35:18] ppdet.engine INFO: Epoch: [66] [2340/3251] learning_rate: 0.049856 loss_vfl: 0.759670 loss_bbox: 0.255888 loss_dfl: 0.173024 loss: 1.202918 eta: 2 days, 17:31:25 batch_cost: 2.1651 data_cost: 0.0011 ips: 12.9323 images/s [11/17 18:36:04] ppdet.engine INFO: Epoch: [66] [2360/3251] learning_rate: 0.049839 loss_vfl: 0.799026 loss_bbox: 0.268361 loss_dfl: 0.169657 loss: 1.213611 eta: 2 days, 17:30:41 batch_cost: 2.1653 data_cost: 0.0010 ips: 12.9315 images/s [11/17 18:36:52] ppdet.engine INFO: Epoch: [66] [2380/3251] learning_rate: 0.049822 loss_vfl: 0.784461 loss_bbox: 0.264159 loss_dfl: 0.173886 loss: 1.243439 eta: 2 days, 17:29:59 batch_cost: 2.2478 data_cost: 0.0011 ips: 12.4568 images/s [11/17 18:37:36] ppdet.engine INFO: Epoch: [66] [2400/3251] learning_rate: 0.049805 loss_vfl: 0.778574 loss_bbox: 0.244132 loss_dfl: 0.170248 loss: 1.232258 eta: 2 days, 17:29:14 batch_cost: 2.0821 data_cost: 0.0012 ips: 13.4483 images/s [11/17 18:38:24] ppdet.engine INFO: Epoch: [66] [2420/3251] learning_rate: 0.049789 loss_vfl: 0.796252 loss_bbox: 0.304387 loss_dfl: 0.188495 loss: 1.280596 eta: 2 days, 17:28:31 batch_cost: 2.2415 data_cost: 0.0010 ips: 12.4916 images/s [11/17 18:39:11] ppdet.engine INFO: Epoch: [66] [2440/3251] learning_rate: 0.049772 loss_vfl: 0.802949 loss_bbox: 0.243775 loss_dfl: 0.169691 loss: 1.227993 eta: 2 days, 17:27:48 batch_cost: 2.2180 data_cost: 0.0012 ips: 12.6239 images/s [11/17 18:39:57] ppdet.engine INFO: Epoch: [66] [2460/3251] learning_rate: 0.049755 loss_vfl: 0.747171 loss_bbox: 0.234850 loss_dfl: 0.166409 loss: 1.147135 eta: 2 days, 17:27:04 batch_cost: 2.1785 data_cost: 0.0010 ips: 12.8529 images/s [11/17 18:40:43] ppdet.engine INFO: Epoch: [66] [2480/3251] learning_rate: 0.049739 loss_vfl: 0.803658 loss_bbox: 0.264670 loss_dfl: 0.183789 loss: 1.253335 eta: 2 days, 17:26:19 batch_cost: 2.0795 data_cost: 0.0013 ips: 13.4650 images/s [11/17 18:41:30] ppdet.engine INFO: Epoch: [66] [2500/3251] learning_rate: 0.049722 loss_vfl: 0.793131 loss_bbox: 0.274192 loss_dfl: 0.189029 loss: 1.250924 eta: 2 days, 17:25:37 batch_cost: 2.2443 data_cost: 0.0009 ips: 12.4763 images/s [11/17 18:42:16] ppdet.engine INFO: Epoch: [66] [2520/3251] learning_rate: 0.049705 loss_vfl: 0.742203 loss_bbox: 0.315314 loss_dfl: 0.192647 loss: 1.273013 eta: 2 days, 17:24:54 batch_cost: 2.2419 data_cost: 0.0010 ips: 12.4894 images/s [11/17 18:43:02] ppdet.engine INFO: Epoch: [66] [2540/3251] learning_rate: 0.049688 loss_vfl: 0.783717 loss_bbox: 0.263199 loss_dfl: 0.170796 loss: 1.228431 eta: 2 days, 17:24:09 batch_cost: 2.0940 data_cost: 0.0010 ips: 13.3713 images/s [11/17 18:43:48] ppdet.engine INFO: Epoch: [66] [2560/3251] learning_rate: 0.049672 loss_vfl: 0.802545 loss_bbox: 0.264690 loss_dfl: 0.172732 loss: 1.263606 eta: 2 days, 17:23:26 batch_cost: 2.1888 data_cost: 0.0223 ips: 12.7921 images/s [11/17 18:44:35] ppdet.engine INFO: Epoch: [66] [2580/3251] learning_rate: 0.049655 loss_vfl: 0.803205 loss_bbox: 0.285816 loss_dfl: 0.192207 loss: 1.275263 eta: 2 days, 17:22:42 batch_cost: 2.2328 data_cost: 0.0010 ips: 12.5401 images/s [11/17 18:45:22] ppdet.engine INFO: Epoch: [66] [2600/3251] learning_rate: 0.049638 loss_vfl: 0.785516 loss_bbox: 0.267345 loss_dfl: 0.176877 loss: 1.222364 eta: 2 days, 17:21:59 batch_cost: 2.2027 data_cost: 0.0009 ips: 12.7117 images/s [11/17 18:46:09] ppdet.engine INFO: Epoch: [66] [2620/3251] learning_rate: 0.049622 loss_vfl: 0.784934 loss_bbox: 0.276831 loss_dfl: 0.179862 loss: 1.229978 eta: 2 days, 17:21:16 batch_cost: 2.2619 data_cost: 0.0009 ips: 12.3790 images/s [11/17 18:46:57] ppdet.engine INFO: Epoch: [66] [2640/3251] learning_rate: 0.049605 loss_vfl: 0.793136 loss_bbox: 0.264923 loss_dfl: 0.181864 loss: 1.216311 eta: 2 days, 17:20:33 batch_cost: 2.2325 data_cost: 0.0009 ips: 12.5422 images/s [11/17 18:47:43] ppdet.engine INFO: Epoch: [66] [2660/3251] learning_rate: 0.049588 loss_vfl: 0.801542 loss_bbox: 0.228046 loss_dfl: 0.160818 loss: 1.213471 eta: 2 days, 17:19:49 batch_cost: 2.1090 data_cost: 0.0010 ips: 13.2762 images/s [11/17 18:48:30] ppdet.engine INFO: Epoch: [66] [2680/3251] learning_rate: 0.049572 loss_vfl: 0.777741 loss_bbox: 0.255303 loss_dfl: 0.175693 loss: 1.211345 eta: 2 days, 17:19:06 batch_cost: 2.2489 data_cost: 0.0009 ips: 12.4508 images/s [11/17 18:49:19] ppdet.engine INFO: Epoch: [66] [2700/3251] learning_rate: 0.049555 loss_vfl: 0.761245 loss_bbox: 0.265672 loss_dfl: 0.183191 loss: 1.189709 eta: 2 days, 17:18:24 batch_cost: 2.3157 data_cost: 0.0009 ips: 12.0916 images/s [11/17 18:50:07] ppdet.engine INFO: Epoch: [66] [2720/3251] learning_rate: 0.049538 loss_vfl: 0.780990 loss_bbox: 0.284072 loss_dfl: 0.191830 loss: 1.237285 eta: 2 days, 17:17:40 batch_cost: 2.2005 data_cost: 0.0009 ips: 12.7241 images/s [11/17 18:50:53] ppdet.engine INFO: Epoch: [66] [2740/3251] learning_rate: 0.049522 loss_vfl: 0.788034 loss_bbox: 0.263777 loss_dfl: 0.182721 loss: 1.241381 eta: 2 days, 17:16:56 batch_cost: 2.1549 data_cost: 0.0009 ips: 12.9939 images/s [11/17 18:51:41] ppdet.engine INFO: Epoch: [66] [2760/3251] learning_rate: 0.049505 loss_vfl: 0.791439 loss_bbox: 0.265415 loss_dfl: 0.180333 loss: 1.238438 eta: 2 days, 17:16:14 batch_cost: 2.2911 data_cost: 0.0011 ips: 12.2211 images/s [11/17 18:52:26] ppdet.engine INFO: Epoch: [66] [2780/3251] learning_rate: 0.049488 loss_vfl: 0.785581 loss_bbox: 0.295038 loss_dfl: 0.197647 loss: 1.273533 eta: 2 days, 17:15:30 batch_cost: 2.1057 data_cost: 0.0010 ips: 13.2971 images/s [11/17 18:53:13] ppdet.engine INFO: Epoch: [66] [2800/3251] learning_rate: 0.049471 loss_vfl: 0.800525 loss_bbox: 0.256999 loss_dfl: 0.175778 loss: 1.199779 eta: 2 days, 17:14:46 batch_cost: 2.2231 data_cost: 0.0010 ips: 12.5949 images/s [11/17 18:54:00] ppdet.engine INFO: Epoch: [66] [2820/3251] learning_rate: 0.049455 loss_vfl: 0.809513 loss_bbox: 0.289276 loss_dfl: 0.177724 loss: 1.262382 eta: 2 days, 17:14:03 batch_cost: 2.1925 data_cost: 0.0010 ips: 12.7707 images/s [11/17 18:54:48] ppdet.engine INFO: Epoch: [66] [2840/3251] learning_rate: 0.049438 loss_vfl: 0.791439 loss_bbox: 0.296726 loss_dfl: 0.189549 loss: 1.273237 eta: 2 days, 17:13:19 batch_cost: 2.1872 data_cost: 0.0009 ips: 12.8020 images/s [11/17 18:55:34] ppdet.engine INFO: Epoch: [66] [2860/3251] learning_rate: 0.049421 loss_vfl: 0.780337 loss_bbox: 0.247917 loss_dfl: 0.171819 loss: 1.212368 eta: 2 days, 17:12:36 batch_cost: 2.1523 data_cost: 0.0009 ips: 13.0095 images/s [11/17 18:56:20] ppdet.engine INFO: Epoch: [66] [2880/3251] learning_rate: 0.049405 loss_vfl: 0.779166 loss_bbox: 0.266258 loss_dfl: 0.180478 loss: 1.242228 eta: 2 days, 17:11:51 batch_cost: 2.1213 data_cost: 0.0010 ips: 13.1995 images/s [11/17 18:57:07] ppdet.engine INFO: Epoch: [66] [2900/3251] learning_rate: 0.049388 loss_vfl: 0.778999 loss_bbox: 0.254417 loss_dfl: 0.175266 loss: 1.185740 eta: 2 days, 17:11:08 batch_cost: 2.2136 data_cost: 0.0014 ips: 12.6489 images/s [11/17 18:57:55] ppdet.engine INFO: Epoch: [66] [2920/3251] learning_rate: 0.049371 loss_vfl: 0.778199 loss_bbox: 0.277978 loss_dfl: 0.194401 loss: 1.225103 eta: 2 days, 17:10:25 batch_cost: 2.2740 data_cost: 0.0010 ips: 12.3129 images/s [11/17 18:58:44] ppdet.engine INFO: Epoch: [66] [2940/3251] learning_rate: 0.049355 loss_vfl: 0.783939 loss_bbox: 0.283782 loss_dfl: 0.188810 loss: 1.245485 eta: 2 days, 17:09:43 batch_cost: 2.2807 data_cost: 0.0016 ips: 12.2772 images/s [11/17 18:59:30] ppdet.engine INFO: Epoch: [66] [2960/3251] learning_rate: 0.049338 loss_vfl: 0.770607 loss_bbox: 0.256080 loss_dfl: 0.176917 loss: 1.208287 eta: 2 days, 17:08:59 batch_cost: 2.1826 data_cost: 0.0010 ips: 12.8289 images/s [11/17 19:00:18] ppdet.engine INFO: Epoch: [66] [2980/3251] learning_rate: 0.049321 loss_vfl: 0.767364 loss_bbox: 0.273851 loss_dfl: 0.189621 loss: 1.268108 eta: 2 days, 17:08:17 batch_cost: 2.3092 data_cost: 0.0009 ips: 12.1255 images/s [11/17 19:01:05] ppdet.engine INFO: Epoch: [66] [3000/3251] learning_rate: 0.049305 loss_vfl: 0.779371 loss_bbox: 0.237761 loss_dfl: 0.160998 loss: 1.199126 eta: 2 days, 17:07:33 batch_cost: 2.1715 data_cost: 0.0014 ips: 12.8940 images/s [11/17 19:01:52] ppdet.engine INFO: Epoch: [66] [3020/3251] learning_rate: 0.049288 loss_vfl: 0.771759 loss_bbox: 0.288028 loss_dfl: 0.198822 loss: 1.257044 eta: 2 days, 17:06:51 batch_cost: 2.2832 data_cost: 0.0010 ips: 12.2637 images/s [11/17 19:02:38] ppdet.engine INFO: Epoch: [66] [3040/3251] learning_rate: 0.049271 loss_vfl: 0.765901 loss_bbox: 0.274485 loss_dfl: 0.181916 loss: 1.232621 eta: 2 days, 17:06:07 batch_cost: 2.2095 data_cost: 0.0009 ips: 12.6727 images/s [11/17 19:03:25] ppdet.engine INFO: Epoch: [66] [3060/3251] learning_rate: 0.049255 loss_vfl: 0.784096 loss_bbox: 0.257116 loss_dfl: 0.175971 loss: 1.222582 eta: 2 days, 17:05:24 batch_cost: 2.1751 data_cost: 0.0010 ips: 12.8727 images/s [11/17 19:04:11] ppdet.engine INFO: Epoch: [66] [3080/3251] learning_rate: 0.049238 loss_vfl: 0.761638 loss_bbox: 0.277949 loss_dfl: 0.183891 loss: 1.230113 eta: 2 days, 17:04:40 batch_cost: 2.1433 data_cost: 0.0010 ips: 13.0638 images/s [11/17 19:04:59] ppdet.engine INFO: Epoch: [66] [3100/3251] learning_rate: 0.049222 loss_vfl: 0.763663 loss_bbox: 0.292378 loss_dfl: 0.190873 loss: 1.246140 eta: 2 days, 17:03:57 batch_cost: 2.2400 data_cost: 0.0010 ips: 12.4998 images/s [11/17 19:05:46] ppdet.engine INFO: Epoch: [66] [3120/3251] learning_rate: 0.049205 loss_vfl: 0.779369 loss_bbox: 0.259842 loss_dfl: 0.173322 loss: 1.210003 eta: 2 days, 17:03:13 batch_cost: 2.2299 data_cost: 0.0009 ips: 12.5565 images/s [11/17 19:06:32] ppdet.engine INFO: Epoch: [66] [3140/3251] learning_rate: 0.049188 loss_vfl: 0.773513 loss_bbox: 0.265989 loss_dfl: 0.180273 loss: 1.221257 eta: 2 days, 17:02:30 batch_cost: 2.2144 data_cost: 0.0009 ips: 12.6445 images/s [11/17 19:07:17] ppdet.engine INFO: Epoch: [66] [3160/3251] learning_rate: 0.049172 loss_vfl: 0.756940 loss_bbox: 0.267412 loss_dfl: 0.181218 loss: 1.223310 eta: 2 days, 17:01:46 batch_cost: 2.1329 data_cost: 0.0010 ips: 13.1277 images/s [11/17 19:08:03] ppdet.engine INFO: Epoch: [66] [3180/3251] learning_rate: 0.049155 loss_vfl: 0.790460 loss_bbox: 0.274421 loss_dfl: 0.187696 loss: 1.250712 eta: 2 days, 17:01:02 batch_cost: 2.1335 data_cost: 0.0009 ips: 13.1241 images/s [11/17 19:08:51] ppdet.engine INFO: Epoch: [66] [3200/3251] learning_rate: 0.049138 loss_vfl: 0.779174 loss_bbox: 0.262347 loss_dfl: 0.183827 loss: 1.205859 eta: 2 days, 17:00:19 batch_cost: 2.2734 data_cost: 0.0015 ips: 12.3162 images/s [11/17 19:09:38] ppdet.engine INFO: Epoch: [66] [3220/3251] learning_rate: 0.049122 loss_vfl: 0.788614 loss_bbox: 0.280996 loss_dfl: 0.180099 loss: 1.272034 eta: 2 days, 16:59:35 batch_cost: 2.1405 data_cost: 0.0010 ips: 13.0808 images/s [11/17 19:10:24] ppdet.engine INFO: Epoch: [66] [3240/3251] learning_rate: 0.049105 loss_vfl: 0.800583 loss_bbox: 0.276704 loss_dfl: 0.177299 loss: 1.249185 eta: 2 days, 16:58:52 batch_cost: 2.2186 data_cost: 0.0027 ips: 12.6204 images/s [11/17 19:11:04] ppdet.engine INFO: Epoch: [67] [ 0/3251] learning_rate: 0.049096 loss_vfl: 0.785947 loss_bbox: 0.281007 loss_dfl: 0.183005 loss: 1.262746 eta: 2 days, 16:58:31 batch_cost: 2.4469 data_cost: 0.8106 ips: 11.4429 images/s [11/17 19:11:56] ppdet.engine INFO: Epoch: [67] [ 20/3251] learning_rate: 0.049079 loss_vfl: 0.799203 loss_bbox: 0.270666 loss_dfl: 0.174206 loss: 1.237833 eta: 2 days, 16:57:50 batch_cost: 2.4629 data_cost: 0.0010 ips: 11.3686 images/s [11/17 19:12:45] ppdet.engine INFO: Epoch: [67] [ 40/3251] learning_rate: 0.049063 loss_vfl: 0.787360 loss_bbox: 0.267705 loss_dfl: 0.180639 loss: 1.225757 eta: 2 days, 16:57:08 batch_cost: 2.3360 data_cost: 0.0013 ips: 11.9862 images/s [11/17 19:13:34] ppdet.engine INFO: Epoch: [67] [ 60/3251] learning_rate: 0.049046 loss_vfl: 0.752407 loss_bbox: 0.238937 loss_dfl: 0.175118 loss: 1.166639 eta: 2 days, 16:56:25 batch_cost: 2.2821 data_cost: 0.0012 ips: 12.2697 images/s [11/17 19:14:18] ppdet.engine INFO: Epoch: [67] [ 80/3251] learning_rate: 0.049029 loss_vfl: 0.765839 loss_bbox: 0.259728 loss_dfl: 0.179228 loss: 1.222655 eta: 2 days, 16:55:41 batch_cost: 2.0990 data_cost: 0.0010 ips: 13.3397 images/s [11/17 19:15:06] ppdet.engine INFO: Epoch: [67] [ 100/3251] learning_rate: 0.049013 loss_vfl: 0.758232 loss_bbox: 0.243225 loss_dfl: 0.169208 loss: 1.172604 eta: 2 days, 16:54:58 batch_cost: 2.2155 data_cost: 0.0009 ips: 12.6384 images/s [11/17 19:15:53] ppdet.engine INFO: Epoch: [67] [ 120/3251] learning_rate: 0.048996 loss_vfl: 0.784311 loss_bbox: 0.259444 loss_dfl: 0.179249 loss: 1.205233 eta: 2 days, 16:54:14 batch_cost: 2.1852 data_cost: 0.0011 ips: 12.8137 images/s [11/17 19:16:40] ppdet.engine INFO: Epoch: [67] [ 140/3251] learning_rate: 0.048979 loss_vfl: 0.770355 loss_bbox: 0.277095 loss_dfl: 0.183217 loss: 1.230390 eta: 2 days, 16:53:31 batch_cost: 2.1935 data_cost: 0.0010 ips: 12.7651 images/s [11/17 19:17:26] ppdet.engine INFO: Epoch: [67] [ 160/3251] learning_rate: 0.048963 loss_vfl: 0.789225 loss_bbox: 0.282151 loss_dfl: 0.185083 loss: 1.271245 eta: 2 days, 16:52:47 batch_cost: 2.1797 data_cost: 0.0010 ips: 12.8457 images/s [11/17 19:18:14] ppdet.engine INFO: Epoch: [67] [ 180/3251] learning_rate: 0.048946 loss_vfl: 0.784372 loss_bbox: 0.300894 loss_dfl: 0.190606 loss: 1.270322 eta: 2 days, 16:52:04 batch_cost: 2.2419 data_cost: 0.0121 ips: 12.4897 images/s [11/17 19:19:01] ppdet.engine INFO: Epoch: [67] [ 200/3251] learning_rate: 0.048930 loss_vfl: 0.776546 loss_bbox: 0.269484 loss_dfl: 0.171955 loss: 1.226151 eta: 2 days, 16:51:21 batch_cost: 2.2437 data_cost: 0.0009 ips: 12.4791 images/s [11/17 19:19:46] ppdet.engine INFO: Epoch: [67] [ 220/3251] learning_rate: 0.048913 loss_vfl: 0.750782 loss_bbox: 0.260152 loss_dfl: 0.173827 loss: 1.211529 eta: 2 days, 16:50:37 batch_cost: 2.1420 data_cost: 0.0010 ips: 13.0720 images/s [11/17 19:20:34] ppdet.engine INFO: Epoch: [67] [ 240/3251] learning_rate: 0.048896 loss_vfl: 0.756434 loss_bbox: 0.305637 loss_dfl: 0.183602 loss: 1.231203 eta: 2 days, 16:49:54 batch_cost: 2.2736 data_cost: 0.0014 ips: 12.3154 images/s [11/17 19:21:20] ppdet.engine INFO: Epoch: [67] [ 260/3251] learning_rate: 0.048880 loss_vfl: 0.798247 loss_bbox: 0.274287 loss_dfl: 0.177410 loss: 1.246729 eta: 2 days, 16:49:11 batch_cost: 2.1981 data_cost: 0.0010 ips: 12.7385 images/s [11/17 19:22:08] ppdet.engine INFO: Epoch: [67] [ 280/3251] learning_rate: 0.048863 loss_vfl: 0.786150 loss_bbox: 0.239497 loss_dfl: 0.172106 loss: 1.232864 eta: 2 days, 16:48:28 batch_cost: 2.2919 data_cost: 0.0010 ips: 12.2171 images/s [11/17 19:22:57] ppdet.engine INFO: Epoch: [67] [ 300/3251] learning_rate: 0.048847 loss_vfl: 0.782158 loss_bbox: 0.258264 loss_dfl: 0.178449 loss: 1.225876 eta: 2 days, 16:47:46 batch_cost: 2.2795 data_cost: 0.0012 ips: 12.2834 images/s [11/17 19:23:44] ppdet.engine INFO: Epoch: [67] [ 320/3251] learning_rate: 0.048830 loss_vfl: 0.789589 loss_bbox: 0.252820 loss_dfl: 0.178970 loss: 1.222069 eta: 2 days, 16:47:03 batch_cost: 2.2330 data_cost: 0.0011 ips: 12.5394 images/s [11/17 19:24:32] ppdet.engine INFO: Epoch: [67] [ 340/3251] learning_rate: 0.048813 loss_vfl: 0.785328 loss_bbox: 0.256752 loss_dfl: 0.181114 loss: 1.206290 eta: 2 days, 16:46:20 batch_cost: 2.2956 data_cost: 0.0009 ips: 12.1972 images/s [11/17 19:25:22] ppdet.engine INFO: Epoch: [67] [ 360/3251] learning_rate: 0.048797 loss_vfl: 0.770990 loss_bbox: 0.314000 loss_dfl: 0.206243 loss: 1.279246 eta: 2 days, 16:45:38 batch_cost: 2.3505 data_cost: 0.0010 ips: 11.9123 images/s [11/17 19:26:08] ppdet.engine INFO: Epoch: [67] [ 380/3251] learning_rate: 0.048780 loss_vfl: 0.776803 loss_bbox: 0.254147 loss_dfl: 0.166556 loss: 1.199321 eta: 2 days, 16:44:55 batch_cost: 2.1828 data_cost: 0.0009 ips: 12.8278 images/s [11/17 19:26:57] ppdet.engine INFO: Epoch: [67] [ 400/3251] learning_rate: 0.048764 loss_vfl: 0.778173 loss_bbox: 0.286796 loss_dfl: 0.198521 loss: 1.286887 eta: 2 days, 16:44:12 batch_cost: 2.3169 data_cost: 0.0035 ips: 12.0853 images/s [11/17 19:27:44] ppdet.engine INFO: Epoch: [67] [ 420/3251] learning_rate: 0.048747 loss_vfl: 0.786702 loss_bbox: 0.276550 loss_dfl: 0.177810 loss: 1.221112 eta: 2 days, 16:43:30 batch_cost: 2.2709 data_cost: 0.0010 ips: 12.3297 images/s [11/17 19:28:31] ppdet.engine INFO: Epoch: [67] [ 440/3251] learning_rate: 0.048730 loss_vfl: 0.769356 loss_bbox: 0.286081 loss_dfl: 0.194150 loss: 1.247589 eta: 2 days, 16:42:46 batch_cost: 2.1676 data_cost: 0.0014 ips: 12.9173 images/s [11/17 19:29:17] ppdet.engine INFO: Epoch: [67] [ 460/3251] learning_rate: 0.048714 loss_vfl: 0.781757 loss_bbox: 0.248744 loss_dfl: 0.175953 loss: 1.213295 eta: 2 days, 16:42:02 batch_cost: 2.1148 data_cost: 0.0020 ips: 13.2398 images/s [11/17 19:30:06] ppdet.engine INFO: Epoch: [67] [ 480/3251] learning_rate: 0.048697 loss_vfl: 0.800041 loss_bbox: 0.254212 loss_dfl: 0.176357 loss: 1.265191 eta: 2 days, 16:41:20 batch_cost: 2.3251 data_cost: 0.0015 ips: 12.0424 images/s [11/17 19:30:54] ppdet.engine INFO: Epoch: [67] [ 500/3251] learning_rate: 0.048681 loss_vfl: 0.762344 loss_bbox: 0.291150 loss_dfl: 0.182589 loss: 1.239754 eta: 2 days, 16:40:37 batch_cost: 2.2652 data_cost: 0.0011 ips: 12.3609 images/s [11/17 19:31:41] ppdet.engine INFO: Epoch: [67] [ 520/3251] learning_rate: 0.048664 loss_vfl: 0.793843 loss_bbox: 0.281596 loss_dfl: 0.190096 loss: 1.251884 eta: 2 days, 16:39:54 batch_cost: 2.2808 data_cost: 0.0010 ips: 12.2765 images/s [11/17 19:32:29] ppdet.engine INFO: Epoch: [67] [ 540/3251] learning_rate: 0.048647 loss_vfl: 0.757525 loss_bbox: 0.273302 loss_dfl: 0.180186 loss: 1.191471 eta: 2 days, 16:39:11 batch_cost: 2.1807 data_cost: 0.0010 ips: 12.8397 images/s [11/17 19:33:16] ppdet.engine INFO: Epoch: [67] [ 560/3251] learning_rate: 0.048631 loss_vfl: 0.769151 loss_bbox: 0.252225 loss_dfl: 0.188317 loss: 1.208919 eta: 2 days, 16:38:27 batch_cost: 2.1901 data_cost: 0.0011 ips: 12.7846 images/s [11/17 19:34:01] ppdet.engine INFO: Epoch: [67] [ 580/3251] learning_rate: 0.048614 loss_vfl: 0.765312 loss_bbox: 0.270884 loss_dfl: 0.187830 loss: 1.231126 eta: 2 days, 16:37:43 batch_cost: 2.1601 data_cost: 0.0017 ips: 12.9621 images/s [11/17 19:34:49] ppdet.engine INFO: Epoch: [67] [ 600/3251] learning_rate: 0.048598 loss_vfl: 0.768641 loss_bbox: 0.269693 loss_dfl: 0.185528 loss: 1.238626 eta: 2 days, 16:37:00 batch_cost: 2.2422 data_cost: 0.0010 ips: 12.4875 images/s [11/17 19:35:35] ppdet.engine INFO: Epoch: [67] [ 620/3251] learning_rate: 0.048581 loss_vfl: 0.771505 loss_bbox: 0.284061 loss_dfl: 0.191909 loss: 1.280514 eta: 2 days, 16:36:16 batch_cost: 2.1628 data_cost: 0.0010 ips: 12.9461 images/s [11/17 19:36:24] ppdet.engine INFO: Epoch: [67] [ 640/3251] learning_rate: 0.048564 loss_vfl: 0.794485 loss_bbox: 0.234863 loss_dfl: 0.162133 loss: 1.196272 eta: 2 days, 16:35:34 batch_cost: 2.2914 data_cost: 0.0010 ips: 12.2197 images/s [11/17 19:37:10] ppdet.engine INFO: Epoch: [67] [ 660/3251] learning_rate: 0.048548 loss_vfl: 0.767328 loss_bbox: 0.254713 loss_dfl: 0.176200 loss: 1.194047 eta: 2 days, 16:34:50 batch_cost: 2.1637 data_cost: 0.0011 ips: 12.9405 images/s [11/17 19:37:59] ppdet.engine INFO: Epoch: [67] [ 680/3251] learning_rate: 0.048531 loss_vfl: 0.798761 loss_bbox: 0.248444 loss_dfl: 0.172856 loss: 1.244384 eta: 2 days, 16:34:08 batch_cost: 2.3173 data_cost: 0.0011 ips: 12.0828 images/s [11/17 19:38:47] ppdet.engine INFO: Epoch: [67] [ 700/3251] learning_rate: 0.048515 loss_vfl: 0.766776 loss_bbox: 0.259645 loss_dfl: 0.175550 loss: 1.208116 eta: 2 days, 16:33:25 batch_cost: 2.2154 data_cost: 0.0013 ips: 12.6386 images/s [11/17 19:39:35] ppdet.engine INFO: Epoch: [67] [ 720/3251] learning_rate: 0.048498 loss_vfl: 0.762700 loss_bbox: 0.243135 loss_dfl: 0.168335 loss: 1.162094 eta: 2 days, 16:32:41 batch_cost: 2.2356 data_cost: 0.0011 ips: 12.5248 images/s [11/17 19:40:21] ppdet.engine INFO: Epoch: [67] [ 740/3251] learning_rate: 0.048482 loss_vfl: 0.773583 loss_bbox: 0.276621 loss_dfl: 0.191761 loss: 1.275645 eta: 2 days, 16:31:57 batch_cost: 2.1240 data_cost: 0.0015 ips: 13.1828 images/s [11/17 19:41:07] ppdet.engine INFO: Epoch: [67] [ 760/3251] learning_rate: 0.048465 loss_vfl: 0.769805 loss_bbox: 0.282116 loss_dfl: 0.192392 loss: 1.228910 eta: 2 days, 16:31:14 batch_cost: 2.2537 data_cost: 0.0010 ips: 12.4239 images/s [11/17 19:41:55] ppdet.engine INFO: Epoch: [67] [ 780/3251] learning_rate: 0.048449 loss_vfl: 0.756144 loss_bbox: 0.256666 loss_dfl: 0.178909 loss: 1.200676 eta: 2 days, 16:30:31 batch_cost: 2.1804 data_cost: 0.0011 ips: 12.8417 images/s [11/17 19:42:41] ppdet.engine INFO: Epoch: [67] [ 800/3251] learning_rate: 0.048432 loss_vfl: 0.787625 loss_bbox: 0.278872 loss_dfl: 0.178356 loss: 1.215565 eta: 2 days, 16:29:47 batch_cost: 2.1691 data_cost: 0.0009 ips: 12.9083 images/s [11/17 19:43:26] ppdet.engine INFO: Epoch: [67] [ 820/3251] learning_rate: 0.048415 loss_vfl: 0.771431 loss_bbox: 0.290462 loss_dfl: 0.197713 loss: 1.246870 eta: 2 days, 16:29:03 batch_cost: 2.1142 data_cost: 0.0013 ips: 13.2440 images/s [11/17 19:44:13] ppdet.engine INFO: Epoch: [67] [ 840/3251] learning_rate: 0.048399 loss_vfl: 0.784382 loss_bbox: 0.290912 loss_dfl: 0.186704 loss: 1.261991 eta: 2 days, 16:28:20 batch_cost: 2.2185 data_cost: 0.0011 ips: 12.6211 images/s [11/17 19:45:03] ppdet.engine INFO: Epoch: [67] [ 860/3251] learning_rate: 0.048382 loss_vfl: 0.791202 loss_bbox: 0.248142 loss_dfl: 0.165183 loss: 1.203095 eta: 2 days, 16:27:38 batch_cost: 2.3758 data_cost: 0.0010 ips: 11.7853 images/s [11/17 19:45:51] ppdet.engine INFO: Epoch: [67] [ 880/3251] learning_rate: 0.048366 loss_vfl: 0.779269 loss_bbox: 0.259103 loss_dfl: 0.173242 loss: 1.204854 eta: 2 days, 16:26:55 batch_cost: 2.2990 data_cost: 0.0009 ips: 12.1790 images/s [11/17 19:46:38] ppdet.engine INFO: Epoch: [67] [ 900/3251] learning_rate: 0.048349 loss_vfl: 0.784124 loss_bbox: 0.250611 loss_dfl: 0.167637 loss: 1.180241 eta: 2 days, 16:26:12 batch_cost: 2.1832 data_cost: 0.0010 ips: 12.8250 images/s [11/17 19:47:24] ppdet.engine INFO: Epoch: [67] [ 920/3251] learning_rate: 0.048333 loss_vfl: 0.783537 loss_bbox: 0.266625 loss_dfl: 0.170178 loss: 1.233733 eta: 2 days, 16:25:27 batch_cost: 2.1011 data_cost: 0.0009 ips: 13.3266 images/s [11/17 19:48:13] ppdet.engine INFO: Epoch: [67] [ 940/3251] learning_rate: 0.048316 loss_vfl: 0.794360 loss_bbox: 0.272021 loss_dfl: 0.183563 loss: 1.262578 eta: 2 days, 16:24:45 batch_cost: 2.2722 data_cost: 0.0010 ips: 12.3227 images/s [11/17 19:48:57] ppdet.engine INFO: Epoch: [67] [ 960/3251] learning_rate: 0.048300 loss_vfl: 0.773069 loss_bbox: 0.284947 loss_dfl: 0.183519 loss: 1.258097 eta: 2 days, 16:24:01 batch_cost: 2.1297 data_cost: 0.0009 ips: 13.1472 images/s [11/17 19:49:44] ppdet.engine INFO: Epoch: [67] [ 980/3251] learning_rate: 0.048283 loss_vfl: 0.765597 loss_bbox: 0.273334 loss_dfl: 0.182824 loss: 1.241325 eta: 2 days, 16:23:17 batch_cost: 2.1654 data_cost: 0.0013 ips: 12.9306 images/s [11/17 19:50:30] ppdet.engine INFO: Epoch: [67] [1000/3251] learning_rate: 0.048266 loss_vfl: 0.769289 loss_bbox: 0.277360 loss_dfl: 0.186323 loss: 1.229882 eta: 2 days, 16:22:33 batch_cost: 2.1895 data_cost: 0.0009 ips: 12.7883 images/s [11/17 19:51:16] ppdet.engine INFO: Epoch: [67] [1020/3251] learning_rate: 0.048250 loss_vfl: 0.750979 loss_bbox: 0.285812 loss_dfl: 0.189819 loss: 1.265391 eta: 2 days, 16:21:50 batch_cost: 2.1620 data_cost: 0.0009 ips: 12.9508 images/s [11/17 19:52:04] ppdet.engine INFO: Epoch: [67] [1040/3251] learning_rate: 0.048233 loss_vfl: 0.781235 loss_bbox: 0.288977 loss_dfl: 0.187637 loss: 1.240290 eta: 2 days, 16:21:07 batch_cost: 2.2492 data_cost: 0.0009 ips: 12.4487 images/s [11/17 19:52:52] ppdet.engine INFO: Epoch: [67] [1060/3251] learning_rate: 0.048217 loss_vfl: 0.782206 loss_bbox: 0.268253 loss_dfl: 0.179587 loss: 1.209043 eta: 2 days, 16:20:24 batch_cost: 2.2686 data_cost: 0.0010 ips: 12.3425 images/s [11/17 19:53:38] ppdet.engine INFO: Epoch: [67] [1080/3251] learning_rate: 0.048200 loss_vfl: 0.792837 loss_bbox: 0.282875 loss_dfl: 0.188281 loss: 1.257359 eta: 2 days, 16:19:40 batch_cost: 2.1315 data_cost: 0.0010 ips: 13.1362 images/s [11/17 19:54:24] ppdet.engine INFO: Epoch: [67] [1100/3251] learning_rate: 0.048184 loss_vfl: 0.781846 loss_bbox: 0.276140 loss_dfl: 0.184341 loss: 1.241023 eta: 2 days, 16:18:56 batch_cost: 2.1860 data_cost: 0.0010 ips: 12.8090 images/s [11/17 19:55:10] ppdet.engine INFO: Epoch: [67] [1120/3251] learning_rate: 0.048167 loss_vfl: 0.776604 loss_bbox: 0.282474 loss_dfl: 0.190252 loss: 1.231215 eta: 2 days, 16:18:13 batch_cost: 2.2094 data_cost: 0.0009 ips: 12.6731 images/s [11/17 19:55:59] ppdet.engine INFO: Epoch: [67] [1140/3251] learning_rate: 0.048151 loss_vfl: 0.793264 loss_bbox: 0.270437 loss_dfl: 0.182906 loss: 1.246665 eta: 2 days, 16:17:30 batch_cost: 2.2380 data_cost: 0.0015 ips: 12.5114 images/s [11/17 19:56:45] ppdet.engine INFO: Epoch: [67] [1160/3251] learning_rate: 0.048134 loss_vfl: 0.789717 loss_bbox: 0.260950 loss_dfl: 0.176240 loss: 1.216418 eta: 2 days, 16:16:47 batch_cost: 2.2084 data_cost: 0.0011 ips: 12.6788 images/s [11/17 19:57:32] ppdet.engine INFO: Epoch: [67] [1180/3251] learning_rate: 0.048118 loss_vfl: 0.778201 loss_bbox: 0.266978 loss_dfl: 0.175462 loss: 1.233860 eta: 2 days, 16:16:02 batch_cost: 2.1344 data_cost: 0.0010 ips: 13.1185 images/s [11/17 19:58:19] ppdet.engine INFO: Epoch: [67] [1200/3251] learning_rate: 0.048101 loss_vfl: 0.784050 loss_bbox: 0.273069 loss_dfl: 0.188552 loss: 1.265233 eta: 2 days, 16:15:19 batch_cost: 2.1846 data_cost: 0.0012 ips: 12.8169 images/s [11/17 19:59:07] ppdet.engine INFO: Epoch: [67] [1220/3251] learning_rate: 0.048085 loss_vfl: 0.770587 loss_bbox: 0.250840 loss_dfl: 0.171967 loss: 1.197228 eta: 2 days, 16:14:36 batch_cost: 2.2697 data_cost: 0.0010 ips: 12.3362 images/s [11/17 19:59:54] ppdet.engine INFO: Epoch: [67] [1240/3251] learning_rate: 0.048068 loss_vfl: 0.793671 loss_bbox: 0.250948 loss_dfl: 0.170261 loss: 1.206989 eta: 2 days, 16:13:53 batch_cost: 2.2741 data_cost: 0.0010 ips: 12.3126 images/s [11/17 20:00:43] ppdet.engine INFO: Epoch: [67] [1260/3251] learning_rate: 0.048052 loss_vfl: 0.792600 loss_bbox: 0.258340 loss_dfl: 0.173261 loss: 1.212826 eta: 2 days, 16:13:11 batch_cost: 2.2741 data_cost: 0.0015 ips: 12.3128 images/s [11/17 20:01:30] ppdet.engine INFO: Epoch: [67] [1280/3251] learning_rate: 0.048035 loss_vfl: 0.768619 loss_bbox: 0.283302 loss_dfl: 0.183897 loss: 1.270948 eta: 2 days, 16:12:27 batch_cost: 2.2110 data_cost: 0.0010 ips: 12.6642 images/s [11/17 20:02:15] ppdet.engine INFO: Epoch: [67] [1300/3251] learning_rate: 0.048019 loss_vfl: 0.812288 loss_bbox: 0.255144 loss_dfl: 0.165552 loss: 1.212239 eta: 2 days, 16:11:43 batch_cost: 2.0877 data_cost: 0.0010 ips: 13.4120 images/s [11/17 20:03:02] ppdet.engine INFO: Epoch: [67] [1320/3251] learning_rate: 0.048002 loss_vfl: 0.794639 loss_bbox: 0.298233 loss_dfl: 0.189558 loss: 1.303053 eta: 2 days, 16:10:59 batch_cost: 2.1900 data_cost: 0.0009 ips: 12.7853 images/s [11/17 20:03:48] ppdet.engine INFO: Epoch: [67] [1340/3251] learning_rate: 0.047986 loss_vfl: 0.766285 loss_bbox: 0.266212 loss_dfl: 0.175265 loss: 1.209507 eta: 2 days, 16:10:16 batch_cost: 2.1767 data_cost: 0.0011 ips: 12.8634 images/s [11/17 20:04:32] ppdet.engine INFO: Epoch: [67] [1360/3251] learning_rate: 0.047969 loss_vfl: 0.771206 loss_bbox: 0.300999 loss_dfl: 0.191760 loss: 1.275005 eta: 2 days, 16:09:31 batch_cost: 2.0214 data_cost: 0.0010 ips: 13.8518 images/s [11/17 20:05:20] ppdet.engine INFO: Epoch: [67] [1380/3251] learning_rate: 0.047953 loss_vfl: 0.805110 loss_bbox: 0.264323 loss_dfl: 0.183056 loss: 1.257305 eta: 2 days, 16:08:47 batch_cost: 2.1680 data_cost: 0.0011 ips: 12.9151 images/s [11/17 20:06:05] ppdet.engine INFO: Epoch: [67] [1400/3251] learning_rate: 0.047936 loss_vfl: 0.781344 loss_bbox: 0.281903 loss_dfl: 0.194830 loss: 1.255030 eta: 2 days, 16:08:03 batch_cost: 2.1379 data_cost: 0.0013 ips: 13.0971 images/s [11/17 20:06:50] ppdet.engine INFO: Epoch: [67] [1420/3251] learning_rate: 0.047920 loss_vfl: 0.776308 loss_bbox: 0.245936 loss_dfl: 0.178478 loss: 1.207915 eta: 2 days, 16:07:18 batch_cost: 2.0513 data_cost: 0.0009 ips: 13.6497 images/s [11/17 20:07:38] ppdet.engine INFO: Epoch: [67] [1440/3251] learning_rate: 0.047903 loss_vfl: 0.769407 loss_bbox: 0.258883 loss_dfl: 0.166691 loss: 1.212911 eta: 2 days, 16:06:35 batch_cost: 2.2521 data_cost: 0.0009 ips: 12.4329 images/s [11/17 20:08:24] ppdet.engine INFO: Epoch: [67] [1460/3251] learning_rate: 0.047887 loss_vfl: 0.791320 loss_bbox: 0.278719 loss_dfl: 0.188745 loss: 1.258318 eta: 2 days, 16:05:51 batch_cost: 2.1199 data_cost: 0.0011 ips: 13.2084 images/s [11/17 20:09:10] ppdet.engine INFO: Epoch: [67] [1480/3251] learning_rate: 0.047870 loss_vfl: 0.782133 loss_bbox: 0.252999 loss_dfl: 0.175523 loss: 1.211569 eta: 2 days, 16:05:07 batch_cost: 2.1473 data_cost: 0.0010 ips: 13.0399 images/s [11/17 20:09:57] ppdet.engine INFO: Epoch: [67] [1500/3251] learning_rate: 0.047854 loss_vfl: 0.788370 loss_bbox: 0.248857 loss_dfl: 0.175084 loss: 1.222639 eta: 2 days, 16:04:24 batch_cost: 2.2176 data_cost: 0.0013 ips: 12.6264 images/s [11/17 20:10:43] ppdet.engine INFO: Epoch: [67] [1520/3251] learning_rate: 0.047837 loss_vfl: 0.794656 loss_bbox: 0.254475 loss_dfl: 0.171232 loss: 1.226231 eta: 2 days, 16:03:40 batch_cost: 2.1938 data_cost: 0.0011 ips: 12.7634 images/s [11/17 20:11:27] ppdet.engine INFO: Epoch: [67] [1540/3251] learning_rate: 0.047821 loss_vfl: 0.774105 loss_bbox: 0.289945 loss_dfl: 0.200604 loss: 1.264574 eta: 2 days, 16:02:56 batch_cost: 2.0933 data_cost: 0.0010 ips: 13.3761 images/s [11/17 20:12:15] ppdet.engine INFO: Epoch: [67] [1560/3251] learning_rate: 0.047804 loss_vfl: 0.764645 loss_bbox: 0.294579 loss_dfl: 0.176790 loss: 1.267253 eta: 2 days, 16:02:13 batch_cost: 2.2771 data_cost: 0.0011 ips: 12.2962 images/s [11/17 20:13:02] ppdet.engine INFO: Epoch: [67] [1580/3251] learning_rate: 0.047788 loss_vfl: 0.808514 loss_bbox: 0.244675 loss_dfl: 0.170194 loss: 1.230150 eta: 2 days, 16:01:30 batch_cost: 2.2220 data_cost: 0.0009 ips: 12.6014 images/s [11/17 20:13:48] ppdet.engine INFO: Epoch: [67] [1600/3251] learning_rate: 0.047771 loss_vfl: 0.768101 loss_bbox: 0.246560 loss_dfl: 0.166893 loss: 1.199310 eta: 2 days, 16:00:46 batch_cost: 2.1271 data_cost: 0.0012 ips: 13.1635 images/s [11/17 20:14:35] ppdet.engine INFO: Epoch: [67] [1620/3251] learning_rate: 0.047755 loss_vfl: 0.778607 loss_bbox: 0.230466 loss_dfl: 0.160423 loss: 1.189380 eta: 2 days, 16:00:03 batch_cost: 2.2726 data_cost: 0.0011 ips: 12.3207 images/s [11/17 20:15:21] ppdet.engine INFO: Epoch: [67] [1640/3251] learning_rate: 0.047738 loss_vfl: 0.763055 loss_bbox: 0.270324 loss_dfl: 0.182191 loss: 1.230761 eta: 2 days, 15:59:19 batch_cost: 2.1892 data_cost: 0.0010 ips: 12.7898 images/s [11/17 20:16:10] ppdet.engine INFO: Epoch: [67] [1660/3251] learning_rate: 0.047722 loss_vfl: 0.796092 loss_bbox: 0.263768 loss_dfl: 0.172665 loss: 1.246119 eta: 2 days, 15:58:37 batch_cost: 2.2826 data_cost: 0.0010 ips: 12.2669 images/s [11/17 20:16:56] ppdet.engine INFO: Epoch: [67] [1680/3251] learning_rate: 0.047705 loss_vfl: 0.771101 loss_bbox: 0.285665 loss_dfl: 0.188375 loss: 1.253622 eta: 2 days, 15:57:53 batch_cost: 2.1513 data_cost: 0.0010 ips: 13.0155 images/s [11/17 20:17:43] ppdet.engine INFO: Epoch: [67] [1700/3251] learning_rate: 0.047689 loss_vfl: 0.785365 loss_bbox: 0.270040 loss_dfl: 0.186387 loss: 1.222664 eta: 2 days, 15:57:10 batch_cost: 2.2069 data_cost: 0.0010 ips: 12.6876 images/s [11/17 20:18:29] ppdet.engine INFO: Epoch: [67] [1720/3251] learning_rate: 0.047672 loss_vfl: 0.772440 loss_bbox: 0.279945 loss_dfl: 0.189549 loss: 1.237892 eta: 2 days, 15:56:26 batch_cost: 2.2045 data_cost: 0.0009 ips: 12.7012 images/s [11/17 20:19:17] ppdet.engine INFO: Epoch: [67] [1740/3251] learning_rate: 0.047656 loss_vfl: 0.784590 loss_bbox: 0.299034 loss_dfl: 0.181913 loss: 1.243286 eta: 2 days, 15:55:43 batch_cost: 2.1849 data_cost: 0.0011 ips: 12.8151 images/s [11/17 20:20:05] ppdet.engine INFO: Epoch: [67] [1760/3251] learning_rate: 0.047639 loss_vfl: 0.810898 loss_bbox: 0.305686 loss_dfl: 0.192657 loss: 1.288292 eta: 2 days, 15:55:00 batch_cost: 2.2649 data_cost: 0.0010 ips: 12.3628 images/s [11/17 20:20:53] ppdet.engine INFO: Epoch: [67] [1780/3251] learning_rate: 0.047623 loss_vfl: 0.765983 loss_bbox: 0.254876 loss_dfl: 0.175167 loss: 1.199800 eta: 2 days, 15:54:17 batch_cost: 2.2557 data_cost: 0.0011 ips: 12.4132 images/s [11/17 20:21:39] ppdet.engine INFO: Epoch: [67] [1800/3251] learning_rate: 0.047606 loss_vfl: 0.769516 loss_bbox: 0.240692 loss_dfl: 0.186631 loss: 1.227856 eta: 2 days, 15:53:32 batch_cost: 2.0794 data_cost: 0.0010 ips: 13.4657 images/s [11/17 20:22:25] ppdet.engine INFO: Epoch: [67] [1820/3251] learning_rate: 0.047590 loss_vfl: 0.782046 loss_bbox: 0.253839 loss_dfl: 0.178430 loss: 1.214377 eta: 2 days, 15:52:48 batch_cost: 2.1165 data_cost: 0.0009 ips: 13.2293 images/s [11/17 20:23:11] ppdet.engine INFO: Epoch: [67] [1840/3251] learning_rate: 0.047574 loss_vfl: 0.783228 loss_bbox: 0.262447 loss_dfl: 0.177804 loss: 1.198769 eta: 2 days, 15:52:05 batch_cost: 2.1887 data_cost: 0.0009 ips: 12.7932 images/s [11/17 20:23:58] ppdet.engine INFO: Epoch: [67] [1860/3251] learning_rate: 0.047557 loss_vfl: 0.755235 loss_bbox: 0.242712 loss_dfl: 0.167676 loss: 1.221431 eta: 2 days, 15:51:21 batch_cost: 2.2041 data_cost: 0.0009 ips: 12.7033 images/s [11/17 20:24:47] ppdet.engine INFO: Epoch: [67] [1880/3251] learning_rate: 0.047541 loss_vfl: 0.784178 loss_bbox: 0.233774 loss_dfl: 0.169854 loss: 1.195497 eta: 2 days, 15:50:38 batch_cost: 2.2236 data_cost: 0.0010 ips: 12.5923 images/s [11/17 20:25:34] ppdet.engine INFO: Epoch: [67] [1900/3251] learning_rate: 0.047524 loss_vfl: 0.771794 loss_bbox: 0.279519 loss_dfl: 0.180229 loss: 1.239708 eta: 2 days, 15:49:55 batch_cost: 2.2830 data_cost: 0.0009 ips: 12.2645 images/s [11/17 20:26:23] ppdet.engine INFO: Epoch: [67] [1920/3251] learning_rate: 0.047508 loss_vfl: 0.755305 loss_bbox: 0.264504 loss_dfl: 0.173695 loss: 1.184453 eta: 2 days, 15:49:12 batch_cost: 2.2412 data_cost: 0.0010 ips: 12.4933 images/s [11/17 20:27:09] ppdet.engine INFO: Epoch: [67] [1940/3251] learning_rate: 0.047491 loss_vfl: 0.777395 loss_bbox: 0.270724 loss_dfl: 0.175411 loss: 1.229733 eta: 2 days, 15:48:29 batch_cost: 2.1634 data_cost: 0.0010 ips: 12.9427 images/s [11/17 20:27:56] ppdet.engine INFO: Epoch: [67] [1960/3251] learning_rate: 0.047475 loss_vfl: 0.783773 loss_bbox: 0.272535 loss_dfl: 0.185975 loss: 1.246093 eta: 2 days, 15:47:46 batch_cost: 2.2473 data_cost: 0.0011 ips: 12.4595 images/s [11/17 20:28:44] ppdet.engine INFO: Epoch: [67] [1980/3251] learning_rate: 0.047458 loss_vfl: 0.764350 loss_bbox: 0.266051 loss_dfl: 0.182726 loss: 1.217768 eta: 2 days, 15:47:02 batch_cost: 2.2228 data_cost: 0.0010 ips: 12.5967 images/s [11/17 20:29:31] ppdet.engine INFO: Epoch: [67] [2000/3251] learning_rate: 0.047442 loss_vfl: 0.776182 loss_bbox: 0.261115 loss_dfl: 0.174033 loss: 1.204582 eta: 2 days, 15:46:19 batch_cost: 2.2418 data_cost: 0.0010 ips: 12.4902 images/s [11/17 20:30:19] ppdet.engine INFO: Epoch: [67] [2020/3251] learning_rate: 0.047425 loss_vfl: 0.772338 loss_bbox: 0.247433 loss_dfl: 0.172675 loss: 1.200456 eta: 2 days, 15:45:37 batch_cost: 2.3326 data_cost: 0.0010 ips: 12.0037 images/s [11/17 20:31:06] ppdet.engine INFO: Epoch: [67] [2040/3251] learning_rate: 0.047409 loss_vfl: 0.763654 loss_bbox: 0.255682 loss_dfl: 0.173512 loss: 1.189795 eta: 2 days, 15:44:54 batch_cost: 2.1914 data_cost: 0.0009 ips: 12.7774 images/s [11/17 20:31:54] ppdet.engine INFO: Epoch: [67] [2060/3251] learning_rate: 0.047393 loss_vfl: 0.756722 loss_bbox: 0.283457 loss_dfl: 0.170683 loss: 1.237124 eta: 2 days, 15:44:11 batch_cost: 2.2564 data_cost: 0.0010 ips: 12.4092 images/s [11/17 20:32:43] ppdet.engine INFO: Epoch: [67] [2080/3251] learning_rate: 0.047376 loss_vfl: 0.780455 loss_bbox: 0.269647 loss_dfl: 0.174176 loss: 1.221500 eta: 2 days, 15:43:28 batch_cost: 2.2581 data_cost: 0.0014 ips: 12.3999 images/s [11/17 20:33:29] ppdet.engine INFO: Epoch: [67] [2100/3251] learning_rate: 0.047360 loss_vfl: 0.786632 loss_bbox: 0.248072 loss_dfl: 0.164953 loss: 1.224900 eta: 2 days, 15:42:45 batch_cost: 2.2324 data_cost: 0.0010 ips: 12.5424 images/s [11/17 20:34:14] ppdet.engine INFO: Epoch: [67] [2120/3251] learning_rate: 0.047343 loss_vfl: 0.764374 loss_bbox: 0.261956 loss_dfl: 0.177748 loss: 1.225415 eta: 2 days, 15:42:00 batch_cost: 2.0798 data_cost: 0.0011 ips: 13.4631 images/s [11/17 20:35:03] ppdet.engine INFO: Epoch: [67] [2140/3251] learning_rate: 0.047327 loss_vfl: 0.771714 loss_bbox: 0.240162 loss_dfl: 0.158847 loss: 1.177047 eta: 2 days, 15:41:18 batch_cost: 2.3154 data_cost: 0.0009 ips: 12.0930 images/s [11/17 20:35:49] ppdet.engine INFO: Epoch: [67] [2160/3251] learning_rate: 0.047310 loss_vfl: 0.792422 loss_bbox: 0.264860 loss_dfl: 0.183167 loss: 1.242528 eta: 2 days, 15:40:34 batch_cost: 2.1850 data_cost: 0.0010 ips: 12.8145 images/s [11/17 20:36:37] ppdet.engine INFO: Epoch: [67] [2180/3251] learning_rate: 0.047294 loss_vfl: 0.808947 loss_bbox: 0.277628 loss_dfl: 0.177574 loss: 1.243357 eta: 2 days, 15:39:52 batch_cost: 2.3132 data_cost: 0.0022 ips: 12.1046 images/s [11/17 20:37:24] ppdet.engine INFO: Epoch: [67] [2200/3251] learning_rate: 0.047278 loss_vfl: 0.777665 loss_bbox: 0.278072 loss_dfl: 0.183045 loss: 1.234290 eta: 2 days, 15:39:09 batch_cost: 2.2252 data_cost: 0.0010 ips: 12.5832 images/s [11/17 20:38:13] ppdet.engine INFO: Epoch: [67] [2220/3251] learning_rate: 0.047261 loss_vfl: 0.761276 loss_bbox: 0.308810 loss_dfl: 0.202535 loss: 1.305146 eta: 2 days, 15:38:26 batch_cost: 2.3161 data_cost: 0.0010 ips: 12.0895 images/s [11/17 20:38:59] ppdet.engine INFO: Epoch: [67] [2240/3251] learning_rate: 0.047245 loss_vfl: 0.775309 loss_bbox: 0.314135 loss_dfl: 0.207923 loss: 1.308642 eta: 2 days, 15:37:42 batch_cost: 2.1400 data_cost: 0.0010 ips: 13.0841 images/s [11/17 20:39:47] ppdet.engine INFO: Epoch: [67] [2260/3251] learning_rate: 0.047228 loss_vfl: 0.784861 loss_bbox: 0.270835 loss_dfl: 0.190356 loss: 1.239151 eta: 2 days, 15:36:59 batch_cost: 2.2300 data_cost: 0.0010 ips: 12.5559 images/s [11/17 20:40:33] ppdet.engine INFO: Epoch: [67] [2280/3251] learning_rate: 0.047212 loss_vfl: 0.766917 loss_bbox: 0.259641 loss_dfl: 0.182856 loss: 1.241048 eta: 2 days, 15:36:15 batch_cost: 2.1509 data_cost: 0.0010 ips: 13.0177 images/s [11/17 20:41:19] ppdet.engine INFO: Epoch: [67] [2300/3251] learning_rate: 0.047196 loss_vfl: 0.783640 loss_bbox: 0.228829 loss_dfl: 0.171147 loss: 1.165401 eta: 2 days, 15:35:31 batch_cost: 2.1006 data_cost: 0.0010 ips: 13.3297 images/s [11/17 20:42:07] ppdet.engine INFO: Epoch: [67] [2320/3251] learning_rate: 0.047179 loss_vfl: 0.786173 loss_bbox: 0.233475 loss_dfl: 0.164124 loss: 1.210381 eta: 2 days, 15:34:48 batch_cost: 2.2360 data_cost: 0.0010 ips: 12.5225 images/s [11/17 20:42:55] ppdet.engine INFO: Epoch: [67] [2340/3251] learning_rate: 0.047163 loss_vfl: 0.762159 loss_bbox: 0.246845 loss_dfl: 0.178425 loss: 1.197630 eta: 2 days, 15:34:06 batch_cost: 2.3028 data_cost: 0.0013 ips: 12.1594 images/s [11/17 20:43:44] ppdet.engine INFO: Epoch: [67] [2360/3251] learning_rate: 0.047146 loss_vfl: 0.786717 loss_bbox: 0.283938 loss_dfl: 0.192492 loss: 1.277109 eta: 2 days, 15:33:23 batch_cost: 2.2558 data_cost: 0.0015 ips: 12.4124 images/s [11/17 20:44:28] ppdet.engine INFO: Epoch: [67] [2380/3251] learning_rate: 0.047130 loss_vfl: 0.787896 loss_bbox: 0.263860 loss_dfl: 0.174223 loss: 1.214276 eta: 2 days, 15:32:38 batch_cost: 2.0702 data_cost: 0.0010 ips: 13.5253 images/s [11/17 20:45:15] ppdet.engine INFO: Epoch: [67] [2400/3251] learning_rate: 0.047113 loss_vfl: 0.792716 loss_bbox: 0.246727 loss_dfl: 0.164363 loss: 1.216405 eta: 2 days, 15:31:54 batch_cost: 2.1850 data_cost: 0.0011 ips: 12.8144 images/s [11/17 20:46:03] ppdet.engine INFO: Epoch: [67] [2420/3251] learning_rate: 0.047097 loss_vfl: 0.762051 loss_bbox: 0.283524 loss_dfl: 0.187331 loss: 1.254025 eta: 2 days, 15:31:12 batch_cost: 2.2841 data_cost: 0.0010 ips: 12.2584 images/s [11/17 20:46:48] ppdet.engine INFO: Epoch: [67] [2440/3251] learning_rate: 0.047081 loss_vfl: 0.781032 loss_bbox: 0.262568 loss_dfl: 0.183269 loss: 1.247878 eta: 2 days, 15:30:28 batch_cost: 2.1159 data_cost: 0.0009 ips: 13.2329 images/s [11/17 20:47:34] ppdet.engine INFO: Epoch: [67] [2460/3251] learning_rate: 0.047064 loss_vfl: 0.764652 loss_bbox: 0.273369 loss_dfl: 0.186424 loss: 1.231272 eta: 2 days, 15:29:45 batch_cost: 2.2456 data_cost: 0.0015 ips: 12.4689 images/s [11/17 20:48:22] ppdet.engine INFO: Epoch: [67] [2480/3251] learning_rate: 0.047048 loss_vfl: 0.783001 loss_bbox: 0.297060 loss_dfl: 0.183141 loss: 1.256323 eta: 2 days, 15:29:02 batch_cost: 2.2815 data_cost: 0.0010 ips: 12.2725 images/s [11/17 20:49:10] ppdet.engine INFO: Epoch: [67] [2500/3251] learning_rate: 0.047031 loss_vfl: 0.768338 loss_bbox: 0.249267 loss_dfl: 0.167934 loss: 1.213585 eta: 2 days, 15:28:19 batch_cost: 2.2754 data_cost: 0.0010 ips: 12.3053 images/s [11/17 20:49:58] ppdet.engine INFO: Epoch: [67] [2520/3251] learning_rate: 0.047015 loss_vfl: 0.788286 loss_bbox: 0.289106 loss_dfl: 0.196360 loss: 1.255981 eta: 2 days, 15:27:36 batch_cost: 2.2559 data_cost: 0.0010 ips: 12.4122 images/s [11/17 20:50:45] ppdet.engine INFO: Epoch: [67] [2540/3251] learning_rate: 0.046999 loss_vfl: 0.753661 loss_bbox: 0.257168 loss_dfl: 0.163028 loss: 1.197387 eta: 2 days, 15:26:52 batch_cost: 2.1570 data_cost: 0.0012 ips: 12.9811 images/s [11/17 20:51:33] ppdet.engine INFO: Epoch: [67] [2560/3251] learning_rate: 0.046982 loss_vfl: 0.786528 loss_bbox: 0.274660 loss_dfl: 0.186642 loss: 1.231956 eta: 2 days, 15:26:10 batch_cost: 2.3271 data_cost: 0.0011 ips: 12.0323 images/s [11/17 20:52:19] ppdet.engine INFO: Epoch: [67] [2580/3251] learning_rate: 0.046966 loss_vfl: 0.781856 loss_bbox: 0.284736 loss_dfl: 0.191596 loss: 1.249780 eta: 2 days, 15:25:26 batch_cost: 2.1496 data_cost: 0.0011 ips: 13.0257 images/s [11/17 20:53:05] ppdet.engine INFO: Epoch: [67] [2600/3251] learning_rate: 0.046950 loss_vfl: 0.777074 loss_bbox: 0.270250 loss_dfl: 0.175475 loss: 1.215467 eta: 2 days, 15:24:43 batch_cost: 2.2222 data_cost: 0.0019 ips: 12.6003 images/s [11/17 20:53:51] ppdet.engine INFO: Epoch: [67] [2620/3251] learning_rate: 0.046933 loss_vfl: 0.799976 loss_bbox: 0.280108 loss_dfl: 0.183613 loss: 1.258905 eta: 2 days, 15:23:59 batch_cost: 2.1321 data_cost: 0.0009 ips: 13.1327 images/s [11/17 20:54:39] ppdet.engine INFO: Epoch: [67] [2640/3251] learning_rate: 0.046917 loss_vfl: 0.788476 loss_bbox: 0.254675 loss_dfl: 0.179468 loss: 1.251294 eta: 2 days, 15:23:16 batch_cost: 2.2681 data_cost: 0.0011 ips: 12.3453 images/s [11/17 20:55:27] ppdet.engine INFO: Epoch: [67] [2660/3251] learning_rate: 0.046900 loss_vfl: 0.780946 loss_bbox: 0.278373 loss_dfl: 0.191309 loss: 1.250363 eta: 2 days, 15:22:33 batch_cost: 2.2381 data_cost: 0.0009 ips: 12.5104 images/s [11/17 20:56:14] ppdet.engine INFO: Epoch: [67] [2680/3251] learning_rate: 0.046884 loss_vfl: 0.789824 loss_bbox: 0.237604 loss_dfl: 0.162198 loss: 1.173752 eta: 2 days, 15:21:50 batch_cost: 2.2130 data_cost: 0.0010 ips: 12.6524 images/s [11/17 20:57:01] ppdet.engine INFO: Epoch: [67] [2700/3251] learning_rate: 0.046868 loss_vfl: 0.776666 loss_bbox: 0.279933 loss_dfl: 0.184727 loss: 1.249003 eta: 2 days, 15:21:06 batch_cost: 2.1860 data_cost: 0.0011 ips: 12.8089 images/s [11/17 20:57:49] ppdet.engine INFO: Epoch: [67] [2720/3251] learning_rate: 0.046851 loss_vfl: 0.790673 loss_bbox: 0.272114 loss_dfl: 0.173879 loss: 1.230245 eta: 2 days, 15:20:23 batch_cost: 2.2452 data_cost: 0.0011 ips: 12.4710 images/s [11/17 20:58:35] ppdet.engine INFO: Epoch: [67] [2740/3251] learning_rate: 0.046835 loss_vfl: 0.803788 loss_bbox: 0.252448 loss_dfl: 0.171237 loss: 1.225062 eta: 2 days, 15:19:40 batch_cost: 2.2103 data_cost: 0.0009 ips: 12.6682 images/s [11/17 20:59:22] ppdet.engine INFO: Epoch: [67] [2760/3251] learning_rate: 0.046819 loss_vfl: 0.772846 loss_bbox: 0.250432 loss_dfl: 0.173598 loss: 1.212189 eta: 2 days, 15:18:57 batch_cost: 2.2061 data_cost: 0.0131 ips: 12.6918 images/s [11/17 21:00:10] ppdet.engine INFO: Epoch: [67] [2780/3251] learning_rate: 0.046802 loss_vfl: 0.779075 loss_bbox: 0.265738 loss_dfl: 0.178845 loss: 1.242301 eta: 2 days, 15:18:14 batch_cost: 2.2993 data_cost: 0.0009 ips: 12.1779 images/s [11/17 21:00:59] ppdet.engine INFO: Epoch: [67] [2800/3251] learning_rate: 0.046786 loss_vfl: 0.765188 loss_bbox: 0.282417 loss_dfl: 0.201077 loss: 1.254099 eta: 2 days, 15:17:32 batch_cost: 2.3287 data_cost: 0.0009 ips: 12.0237 images/s [11/17 21:01:46] ppdet.engine INFO: Epoch: [67] [2820/3251] learning_rate: 0.046769 loss_vfl: 0.775387 loss_bbox: 0.249328 loss_dfl: 0.180735 loss: 1.205163 eta: 2 days, 15:16:48 batch_cost: 2.1398 data_cost: 0.0014 ips: 13.0851 images/s [11/17 21:02:31] ppdet.engine INFO: Epoch: [67] [2840/3251] learning_rate: 0.046753 loss_vfl: 0.787972 loss_bbox: 0.266836 loss_dfl: 0.179241 loss: 1.260427 eta: 2 days, 15:16:03 batch_cost: 2.0817 data_cost: 0.0011 ips: 13.4505 images/s [11/17 21:03:19] ppdet.engine INFO: Epoch: [67] [2860/3251] learning_rate: 0.046737 loss_vfl: 0.798778 loss_bbox: 0.299458 loss_dfl: 0.195414 loss: 1.309527 eta: 2 days, 15:15:21 batch_cost: 2.2745 data_cost: 0.0009 ips: 12.3104 images/s [11/17 21:04:08] ppdet.engine INFO: Epoch: [67] [2880/3251] learning_rate: 0.046720 loss_vfl: 0.804120 loss_bbox: 0.227993 loss_dfl: 0.168840 loss: 1.238887 eta: 2 days, 15:14:39 batch_cost: 2.3442 data_cost: 0.0009 ips: 11.9442 images/s [11/17 21:04:53] ppdet.engine INFO: Epoch: [67] [2900/3251] learning_rate: 0.046704 loss_vfl: 0.773178 loss_bbox: 0.280160 loss_dfl: 0.187534 loss: 1.242412 eta: 2 days, 15:13:54 batch_cost: 2.1375 data_cost: 0.0010 ips: 13.0994 images/s [11/17 21:05:41] ppdet.engine INFO: Epoch: [67] [2920/3251] learning_rate: 0.046688 loss_vfl: 0.787800 loss_bbox: 0.270148 loss_dfl: 0.174243 loss: 1.243918 eta: 2 days, 15:13:12 batch_cost: 2.2725 data_cost: 0.0012 ips: 12.3210 images/s [11/17 21:06:29] ppdet.engine INFO: Epoch: [67] [2940/3251] learning_rate: 0.046671 loss_vfl: 0.797205 loss_bbox: 0.247529 loss_dfl: 0.183667 loss: 1.243240 eta: 2 days, 15:12:29 batch_cost: 2.2528 data_cost: 0.0009 ips: 12.4292 images/s [11/17 21:07:17] ppdet.engine INFO: Epoch: [67] [2960/3251] learning_rate: 0.046655 loss_vfl: 0.780498 loss_bbox: 0.231405 loss_dfl: 0.170137 loss: 1.186022 eta: 2 days, 15:11:46 batch_cost: 2.2220 data_cost: 0.0010 ips: 12.6010 images/s [11/17 21:08:01] ppdet.engine INFO: Epoch: [67] [2980/3251] learning_rate: 0.046639 loss_vfl: 0.796084 loss_bbox: 0.242714 loss_dfl: 0.165162 loss: 1.208041 eta: 2 days, 15:11:01 batch_cost: 2.0911 data_cost: 0.0010 ips: 13.3904 images/s [11/17 21:08:48] ppdet.engine INFO: Epoch: [67] [3000/3251] learning_rate: 0.046622 loss_vfl: 0.793363 loss_bbox: 0.266351 loss_dfl: 0.181547 loss: 1.167220 eta: 2 days, 15:10:18 batch_cost: 2.2285 data_cost: 0.0010 ips: 12.5644 images/s [11/17 21:09:36] ppdet.engine INFO: Epoch: [67] [3020/3251] learning_rate: 0.046606 loss_vfl: 0.795148 loss_bbox: 0.262743 loss_dfl: 0.184273 loss: 1.262371 eta: 2 days, 15:09:36 batch_cost: 2.3070 data_cost: 0.0016 ips: 12.1372 images/s [11/17 21:10:23] ppdet.engine INFO: Epoch: [67] [3040/3251] learning_rate: 0.046590 loss_vfl: 0.766766 loss_bbox: 0.264900 loss_dfl: 0.187006 loss: 1.238587 eta: 2 days, 15:08:52 batch_cost: 2.2092 data_cost: 0.0009 ips: 12.6742 images/s [11/17 21:11:11] ppdet.engine INFO: Epoch: [67] [3060/3251] learning_rate: 0.046573 loss_vfl: 0.778711 loss_bbox: 0.284009 loss_dfl: 0.181760 loss: 1.269260 eta: 2 days, 15:08:09 batch_cost: 2.2629 data_cost: 0.0010 ips: 12.3734 images/s [11/17 21:11:59] ppdet.engine INFO: Epoch: [67] [3080/3251] learning_rate: 0.046557 loss_vfl: 0.776958 loss_bbox: 0.257285 loss_dfl: 0.182135 loss: 1.244582 eta: 2 days, 15:07:26 batch_cost: 2.2150 data_cost: 0.0021 ips: 12.6413 images/s [11/17 21:12:45] ppdet.engine INFO: Epoch: [67] [3100/3251] learning_rate: 0.046541 loss_vfl: 0.788717 loss_bbox: 0.288711 loss_dfl: 0.197237 loss: 1.214818 eta: 2 days, 15:06:43 batch_cost: 2.1956 data_cost: 0.0010 ips: 12.7529 images/s [11/17 21:13:34] ppdet.engine INFO: Epoch: [67] [3120/3251] learning_rate: 0.046524 loss_vfl: 0.786555 loss_bbox: 0.284534 loss_dfl: 0.191254 loss: 1.244372 eta: 2 days, 15:06:00 batch_cost: 2.2648 data_cost: 0.0010 ips: 12.3629 images/s [11/17 21:14:19] ppdet.engine INFO: Epoch: [67] [3140/3251] learning_rate: 0.046508 loss_vfl: 0.790277 loss_bbox: 0.275793 loss_dfl: 0.191287 loss: 1.277579 eta: 2 days, 15:05:16 batch_cost: 2.1678 data_cost: 0.0017 ips: 12.9166 images/s [11/17 21:15:06] ppdet.engine INFO: Epoch: [67] [3160/3251] learning_rate: 0.046492 loss_vfl: 0.785068 loss_bbox: 0.282469 loss_dfl: 0.182445 loss: 1.248675 eta: 2 days, 15:04:32 batch_cost: 2.1571 data_cost: 0.0009 ips: 12.9803 images/s [11/17 21:15:52] ppdet.engine INFO: Epoch: [67] [3180/3251] learning_rate: 0.046475 loss_vfl: 0.781182 loss_bbox: 0.267008 loss_dfl: 0.183861 loss: 1.254101 eta: 2 days, 15:03:48 batch_cost: 2.1741 data_cost: 0.0012 ips: 12.8789 images/s [11/17 21:16:41] ppdet.engine INFO: Epoch: [67] [3200/3251] learning_rate: 0.046459 loss_vfl: 0.785698 loss_bbox: 0.273077 loss_dfl: 0.182192 loss: 1.235884 eta: 2 days, 15:03:06 batch_cost: 2.2790 data_cost: 0.0012 ips: 12.2861 images/s [11/17 21:17:28] ppdet.engine INFO: Epoch: [67] [3220/3251] learning_rate: 0.046443 loss_vfl: 0.802834 loss_bbox: 0.315382 loss_dfl: 0.193865 loss: 1.291227 eta: 2 days, 15:02:23 batch_cost: 2.2144 data_cost: 0.0011 ips: 12.6447 images/s [11/17 21:18:15] ppdet.engine INFO: Epoch: [67] [3240/3251] learning_rate: 0.046426 loss_vfl: 0.775419 loss_bbox: 0.263481 loss_dfl: 0.172901 loss: 1.221855 eta: 2 days, 15:01:40 batch_cost: 2.2557 data_cost: 0.0021 ips: 12.4128 images/s [11/17 21:18:33] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_lcnet_2_5x_640_mainbody [11/17 21:18:34] ppdet.engine INFO: Eval iter: 0 [11/17 21:19:23] ppdet.engine INFO: Eval iter: 100 [11/17 21:19:49] ppdet.engine INFO: Eval iter: 200 [11/17 21:20:16] ppdet.engine INFO: Eval iter: 300 [11/17 21:20:42] ppdet.engine INFO: Eval iter: 400 [11/17 21:21:09] ppdet.engine INFO: Eval iter: 500 [11/17 21:21:35] ppdet.engine INFO: Eval iter: 600 [11/17 21:22:02] ppdet.engine INFO: Eval iter: 700 [11/17 21:22:28] ppdet.engine INFO: Eval iter: 800 [11/17 21:22:55] ppdet.engine INFO: Eval iter: 900 [11/17 21:23:21] ppdet.engine INFO: Eval iter: 1000 [11/17 21:23:46] ppdet.engine INFO: Eval iter: 1100 [11/17 21:24:12] ppdet.engine INFO: Eval iter: 1200 [11/17 21:24:39] ppdet.engine INFO: Eval iter: 1300 [11/17 21:25:04] ppdet.engine INFO: Eval iter: 1400 [11/17 21:25:30] ppdet.engine INFO: Eval iter: 1500 [11/17 21:25:57] ppdet.engine INFO: Eval iter: 1600 [11/17 21:26:24] ppdet.engine INFO: Eval iter: 1700 [11/17 21:26:51] ppdet.engine INFO: Eval iter: 1800 [11/17 21:27:17] ppdet.engine INFO: Eval iter: 1900 [11/17 21:27:44] ppdet.engine INFO: Eval iter: 2000 [11/17 21:28:11] ppdet.engine INFO: Eval iter: 2100 [11/17 21:28:39] ppdet.engine INFO: Eval iter: 2200 [11/17 21:29:08] ppdet.engine INFO: Eval iter: 2300 [11/17 21:30:09] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json. loading annotations into memory... Done (t=2.09s) creating index... index created! [11/17 21:30:11] ppdet.metrics.coco_utils INFO: Start evaluate... Loading and preparing results... DONE (t=15.00s) creating index... index created! Running per image evaluation... Evaluate annotation type *bbox* DONE (t=376.25s). Accumulating evaluation results... DONE (t=30.31s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.394 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.589 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.419 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.226 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.460 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 ] = 0.084 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.394 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 ] = 0.367 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.633 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.765 [11/17 21:37:16] ppdet.engine INFO: Total sample number: 19074, averge FPS: 28.901360542738253 [11/17 21:37:16] ppdet.engine INFO: Best test bbox ap is 0.415. [11/17 21:37:18] ppdet.engine INFO: Epoch: [68] [ 0/3251] learning_rate: 0.046417 loss_vfl: 0.764508 loss_bbox: 0.259970 loss_dfl: 0.167832 loss: 1.190428 eta: 2 days, 15:01:09 batch_cost: 1.4536 data_cost: 0.0015 ips: 19.2629 images/s [11/17 21:38:05] ppdet.engine INFO: Epoch: [68] [ 20/3251] learning_rate: 0.046401 loss_vfl: 0.775950 loss_bbox: 0.246224 loss_dfl: 0.169582 loss: 1.186235 eta: 2 days, 15:00:26 batch_cost: 2.1853 data_cost: 0.0011 ips: 12.8130 images/s [11/17 21:38:54] ppdet.engine INFO: Epoch: [68] [ 40/3251] learning_rate: 0.046385 loss_vfl: 0.790004 loss_bbox: 0.241859 loss_dfl: 0.172661 loss: 1.215674 eta: 2 days, 14:59:43 batch_cost: 2.2959 data_cost: 0.0012 ips: 12.1955 images/s [11/17 21:39:42] ppdet.engine INFO: Epoch: [68] [ 60/3251] learning_rate: 0.046368 loss_vfl: 0.757205 loss_bbox: 0.282014 loss_dfl: 0.191274 loss: 1.242160 eta: 2 days, 14:59:00 batch_cost: 2.2189 data_cost: 0.0010 ips: 12.6186 images/s [11/17 21:40:28] ppdet.engine INFO: Epoch: [68] [ 80/3251] learning_rate: 0.046352 loss_vfl: 0.747535 loss_bbox: 0.248337 loss_dfl: 0.164852 loss: 1.206225 eta: 2 days, 14:58:15 batch_cost: 2.1079 data_cost: 0.0009 ips: 13.2834 images/s [11/17 21:41:17] ppdet.engine INFO: Epoch: [68] [ 100/3251] learning_rate: 0.046336 loss_vfl: 0.765065 loss_bbox: 0.269078 loss_dfl: 0.184286 loss: 1.232460 eta: 2 days, 14:57:33 batch_cost: 2.3216 data_cost: 0.0011 ips: 12.0608 images/s [11/17 21:42:04] ppdet.engine INFO: Epoch: [68] [ 120/3251] learning_rate: 0.046319 loss_vfl: 0.782353 loss_bbox: 0.287783 loss_dfl: 0.190450 loss: 1.288018 eta: 2 days, 14:56:50 batch_cost: 2.1955 data_cost: 0.0011 ips: 12.7534 images/s [11/17 21:42:48] ppdet.engine INFO: Epoch: [68] [ 140/3251] learning_rate: 0.046303 loss_vfl: 0.776080 loss_bbox: 0.258402 loss_dfl: 0.182377 loss: 1.221682 eta: 2 days, 14:56:05 batch_cost: 2.1128 data_cost: 0.0010 ips: 13.2528 images/s [11/17 21:43:36] ppdet.engine INFO: Epoch: [68] [ 160/3251] learning_rate: 0.046287 loss_vfl: 0.775174 loss_bbox: 0.285661 loss_dfl: 0.194021 loss: 1.217261 eta: 2 days, 14:55:23 batch_cost: 2.3246 data_cost: 0.0010 ips: 12.0450 images/s [11/17 21:44:25] ppdet.engine INFO: Epoch: [68] [ 180/3251] learning_rate: 0.046271 loss_vfl: 0.771512 loss_bbox: 0.245592 loss_dfl: 0.169411 loss: 1.186288 eta: 2 days, 14:54:41 batch_cost: 2.2922 data_cost: 0.0013 ips: 12.2155 images/s [11/17 21:45:11] ppdet.engine INFO: Epoch: [68] [ 200/3251] learning_rate: 0.046254 loss_vfl: 0.785297 loss_bbox: 0.277403 loss_dfl: 0.175977 loss: 1.264973 eta: 2 days, 14:53:57 batch_cost: 2.1934 data_cost: 0.0009 ips: 12.7655 images/s [11/17 21:45:59] ppdet.engine INFO: Epoch: [68] [ 220/3251] learning_rate: 0.046238 loss_vfl: 0.778261 loss_bbox: 0.270758 loss_dfl: 0.191236 loss: 1.228057 eta: 2 days, 14:53:14 batch_cost: 2.2568 data_cost: 0.0010 ips: 12.4071 images/s [11/17 21:46:46] ppdet.engine INFO: Epoch: [68] [ 240/3251] learning_rate: 0.046222 loss_vfl: 0.787230 loss_bbox: 0.285327 loss_dfl: 0.185925 loss: 1.256872 eta: 2 days, 14:52:31 batch_cost: 2.2212 data_cost: 0.0010 ips: 12.6055 images/s [11/17 21:47:32] ppdet.engine INFO: Epoch: [68] [ 260/3251] learning_rate: 0.046205 loss_vfl: 0.756534 loss_bbox: 0.272978 loss_dfl: 0.184467 loss: 1.212299 eta: 2 days, 14:51:47 batch_cost: 2.1491 data_cost: 0.0015 ips: 13.0287 images/s [11/17 21:48:18] ppdet.engine INFO: Epoch: [68] [ 280/3251] learning_rate: 0.046189 loss_vfl: 0.784530 loss_bbox: 0.261113 loss_dfl: 0.177906 loss: 1.225232 eta: 2 days, 14:51:03 batch_cost: 2.1852 data_cost: 0.0009 ips: 12.8133 images/s [11/17 21:49:03] ppdet.engine INFO: Epoch: [68] [ 300/3251] learning_rate: 0.046173 loss_vfl: 0.787134 loss_bbox: 0.245331 loss_dfl: 0.169790 loss: 1.179952 eta: 2 days, 14:50:20 batch_cost: 2.1568 data_cost: 0.0018 ips: 12.9822 images/s [11/17 21:49:50] ppdet.engine INFO: Epoch: [68] [ 320/3251] learning_rate: 0.046156 loss_vfl: 0.763233 loss_bbox: 0.253944 loss_dfl: 0.171159 loss: 1.203303 eta: 2 days, 14:49:36 batch_cost: 2.2145 data_cost: 0.0010 ips: 12.6438 images/s [11/17 21:50:37] ppdet.engine INFO: Epoch: [68] [ 340/3251] learning_rate: 0.046140 loss_vfl: 0.777423 loss_bbox: 0.276440 loss_dfl: 0.183292 loss: 1.247387 eta: 2 days, 14:48:53 batch_cost: 2.2374 data_cost: 0.0015 ips: 12.5147 images/s [11/17 21:51:24] ppdet.engine INFO: Epoch: [68] [ 360/3251] learning_rate: 0.046124 loss_vfl: 0.760073 loss_bbox: 0.258230 loss_dfl: 0.177457 loss: 1.212642 eta: 2 days, 14:48:10 batch_cost: 2.2107 data_cost: 0.0016 ips: 12.6654 images/s [11/17 21:52:12] ppdet.engine INFO: Epoch: [68] [ 380/3251] learning_rate: 0.046108 loss_vfl: 0.773948 loss_bbox: 0.268735 loss_dfl: 0.188643 loss: 1.251297 eta: 2 days, 14:47:27 batch_cost: 2.2971 data_cost: 0.0009 ips: 12.1892 images/s [11/17 21:52:58] ppdet.engine INFO: Epoch: [68] [ 400/3251] learning_rate: 0.046091 loss_vfl: 0.768032 loss_bbox: 0.252553 loss_dfl: 0.165225 loss: 1.183611 eta: 2 days, 14:46:44 batch_cost: 2.1834 data_cost: 0.0017 ips: 12.8238 images/s [11/17 21:53:45] ppdet.engine INFO: Epoch: [68] [ 420/3251] learning_rate: 0.046075 loss_vfl: 0.769562 loss_bbox: 0.267504 loss_dfl: 0.183670 loss: 1.245287 eta: 2 days, 14:46:00 batch_cost: 2.2167 data_cost: 0.0011 ips: 12.6314 images/s [11/17 21:54:31] ppdet.engine INFO: Epoch: [68] [ 440/3251] learning_rate: 0.046059 loss_vfl: 0.809471 loss_bbox: 0.254612 loss_dfl: 0.168391 loss: 1.228418 eta: 2 days, 14:45:17 batch_cost: 2.1891 data_cost: 0.0009 ips: 12.7907 images/s [11/17 21:55:18] ppdet.engine INFO: Epoch: [68] [ 460/3251] learning_rate: 0.046043 loss_vfl: 0.768549 loss_bbox: 0.273586 loss_dfl: 0.182805 loss: 1.256222 eta: 2 days, 14:44:34 batch_cost: 2.2280 data_cost: 0.0009 ips: 12.5676 images/s [11/17 21:56:06] ppdet.engine INFO: Epoch: [68] [ 480/3251] learning_rate: 0.046026 loss_vfl: 0.764342 loss_bbox: 0.262652 loss_dfl: 0.184994 loss: 1.219757 eta: 2 days, 14:43:50 batch_cost: 2.2045 data_cost: 0.0010 ips: 12.7012 images/s [11/17 21:56:55] ppdet.engine INFO: Epoch: [68] [ 500/3251] learning_rate: 0.046010 loss_vfl: 0.767785 loss_bbox: 0.281326 loss_dfl: 0.177925 loss: 1.224798 eta: 2 days, 14:43:08 batch_cost: 2.2619 data_cost: 0.0011 ips: 12.3788 images/s [11/17 21:57:41] ppdet.engine INFO: Epoch: [68] [ 520/3251] learning_rate: 0.045994 loss_vfl: 0.780689 loss_bbox: 0.238106 loss_dfl: 0.167572 loss: 1.166994 eta: 2 days, 14:42:24 batch_cost: 2.1480 data_cost: 0.0011 ips: 13.0351 images/s [11/17 21:58:28] ppdet.engine INFO: Epoch: [68] [ 540/3251] learning_rate: 0.045977 loss_vfl: 0.780352 loss_bbox: 0.241959 loss_dfl: 0.171303 loss: 1.184985 eta: 2 days, 14:41:40 batch_cost: 2.1892 data_cost: 0.0010 ips: 12.7899 images/s [11/17 21:59:14] ppdet.engine INFO: Epoch: [68] [ 560/3251] learning_rate: 0.045961 loss_vfl: 0.766009 loss_bbox: 0.265819 loss_dfl: 0.184443 loss: 1.217692 eta: 2 days, 14:40:57 batch_cost: 2.2132 data_cost: 0.0009 ips: 12.6515 images/s [11/17 22:00:01] ppdet.engine INFO: Epoch: [68] [ 580/3251] learning_rate: 0.045945 loss_vfl: 0.760655 loss_bbox: 0.272474 loss_dfl: 0.174278 loss: 1.201929 eta: 2 days, 14:40:13 batch_cost: 2.1270 data_cost: 0.0010 ips: 13.1638 images/s [11/17 22:00:46] ppdet.engine INFO: Epoch: [68] [ 600/3251] learning_rate: 0.045929 loss_vfl: 0.781132 loss_bbox: 0.277678 loss_dfl: 0.197284 loss: 1.258063 eta: 2 days, 14:39:29 batch_cost: 2.1616 data_cost: 0.0009 ips: 12.9533 images/s [11/17 22:01:35] ppdet.engine INFO: Epoch: [68] [ 620/3251] learning_rate: 0.045912 loss_vfl: 0.801375 loss_bbox: 0.240434 loss_dfl: 0.167625 loss: 1.211070 eta: 2 days, 14:38:46 batch_cost: 2.3113 data_cost: 0.0010 ips: 12.1144 images/s [11/17 22:02:24] ppdet.engine INFO: Epoch: [68] [ 640/3251] learning_rate: 0.045896 loss_vfl: 0.772638 loss_bbox: 0.277364 loss_dfl: 0.191532 loss: 1.241949 eta: 2 days, 14:38:04 batch_cost: 2.3197 data_cost: 0.0010 ips: 12.0703 images/s [11/17 22:03:10] ppdet.engine INFO: Epoch: [68] [ 660/3251] learning_rate: 0.045880 loss_vfl: 0.777248 loss_bbox: 0.286787 loss_dfl: 0.174700 loss: 1.216380 eta: 2 days, 14:37:21 batch_cost: 2.1832 data_cost: 0.0088 ips: 12.8251 images/s [11/17 22:03:56] ppdet.engine INFO: Epoch: [68] [ 680/3251] learning_rate: 0.045864 loss_vfl: 0.772468 loss_bbox: 0.282497 loss_dfl: 0.190332 loss: 1.232524 eta: 2 days, 14:36:37 batch_cost: 2.1885 data_cost: 0.0011 ips: 12.7942 images/s [11/17 22:04:43] ppdet.engine INFO: Epoch: [68] [ 700/3251] learning_rate: 0.045847 loss_vfl: 0.772041 loss_bbox: 0.263942 loss_dfl: 0.180723 loss: 1.226674 eta: 2 days, 14:35:53 batch_cost: 2.1693 data_cost: 0.0014 ips: 12.9072 images/s [11/17 22:05:30] ppdet.engine INFO: Epoch: [68] [ 720/3251] learning_rate: 0.045831 loss_vfl: 0.760471 loss_bbox: 0.264286 loss_dfl: 0.181614 loss: 1.246851 eta: 2 days, 14:35:10 batch_cost: 2.2369 data_cost: 0.0010 ips: 12.5173 images/s [11/17 22:06:14] ppdet.engine INFO: Epoch: [68] [ 740/3251] learning_rate: 0.045815 loss_vfl: 0.742968 loss_bbox: 0.265701 loss_dfl: 0.178565 loss: 1.208956 eta: 2 days, 14:34:26 batch_cost: 2.0733 data_cost: 0.0011 ips: 13.5048 images/s [11/17 22:07:01] ppdet.engine INFO: Epoch: [68] [ 760/3251] learning_rate: 0.045799 loss_vfl: 0.771840 loss_bbox: 0.246199 loss_dfl: 0.164820 loss: 1.221936 eta: 2 days, 14:33:42 batch_cost: 2.1995 data_cost: 0.0009 ips: 12.7303 images/s [11/17 22:07:47] ppdet.engine INFO: Epoch: [68] [ 780/3251] learning_rate: 0.045782 loss_vfl: 0.775651 loss_bbox: 0.284296 loss_dfl: 0.186430 loss: 1.226396 eta: 2 days, 14:32:59 batch_cost: 2.2184 data_cost: 0.0009 ips: 12.6218 images/s [11/17 22:08:35] ppdet.engine INFO: Epoch: [68] [ 800/3251] learning_rate: 0.045766 loss_vfl: 0.785013 loss_bbox: 0.292019 loss_dfl: 0.193077 loss: 1.247609 eta: 2 days, 14:32:16 batch_cost: 2.2593 data_cost: 0.0011 ips: 12.3934 images/s [11/17 22:09:20] ppdet.engine INFO: Epoch: [68] [ 820/3251] learning_rate: 0.045750 loss_vfl: 0.773745 loss_bbox: 0.247214 loss_dfl: 0.170630 loss: 1.195311 eta: 2 days, 14:31:32 batch_cost: 2.1056 data_cost: 0.0010 ips: 13.2979 images/s [11/17 22:10:08] ppdet.engine INFO: Epoch: [68] [ 840/3251] learning_rate: 0.045734 loss_vfl: 0.793756 loss_bbox: 0.267119 loss_dfl: 0.184000 loss: 1.248695 eta: 2 days, 14:30:48 batch_cost: 2.2307 data_cost: 0.0009 ips: 12.5522 images/s [11/17 22:10:54] ppdet.engine INFO: Epoch: [68] [ 860/3251] learning_rate: 0.045717 loss_vfl: 0.786196 loss_bbox: 0.257746 loss_dfl: 0.174699 loss: 1.218328 eta: 2 days, 14:30:05 batch_cost: 2.1456 data_cost: 0.0010 ips: 13.0500 images/s [11/17 22:11:40] ppdet.engine INFO: Epoch: [68] [ 880/3251] learning_rate: 0.045701 loss_vfl: 0.748557 loss_bbox: 0.272925 loss_dfl: 0.187812 loss: 1.203811 eta: 2 days, 14:29:21 batch_cost: 2.2367 data_cost: 0.0009 ips: 12.5187 images/s [11/17 22:12:28] ppdet.engine INFO: Epoch: [68] [ 900/3251] learning_rate: 0.045685 loss_vfl: 0.772493 loss_bbox: 0.237228 loss_dfl: 0.177224 loss: 1.184631 eta: 2 days, 14:28:38 batch_cost: 2.2222 data_cost: 0.0010 ips: 12.6003 images/s [11/17 22:13:16] ppdet.engine INFO: Epoch: [68] [ 920/3251] learning_rate: 0.045669 loss_vfl: 0.748147 loss_bbox: 0.261530 loss_dfl: 0.171862 loss: 1.188702 eta: 2 days, 14:27:55 batch_cost: 2.1753 data_cost: 0.0010 ips: 12.8716 images/s [11/17 22:14:03] ppdet.engine INFO: Epoch: [68] [ 940/3251] learning_rate: 0.045653 loss_vfl: 0.791717 loss_bbox: 0.261083 loss_dfl: 0.179322 loss: 1.229467 eta: 2 days, 14:27:11 batch_cost: 2.1867 data_cost: 0.0012 ips: 12.8048 images/s [11/17 22:14:49] ppdet.engine INFO: Epoch: [68] [ 960/3251] learning_rate: 0.045636 loss_vfl: 0.791188 loss_bbox: 0.265387 loss_dfl: 0.185549 loss: 1.247691 eta: 2 days, 14:26:27 batch_cost: 2.1078 data_cost: 0.0010 ips: 13.2841 images/s [11/17 22:15:38] ppdet.engine INFO: Epoch: [68] [ 980/3251] learning_rate: 0.045620 loss_vfl: 0.776028 loss_bbox: 0.251246 loss_dfl: 0.170591 loss: 1.242744 eta: 2 days, 14:25:45 batch_cost: 2.3522 data_cost: 0.0011 ips: 11.9036 images/s [11/17 22:16:24] ppdet.engine INFO: Epoch: [68] [1000/3251] learning_rate: 0.045604 loss_vfl: 0.787857 loss_bbox: 0.234382 loss_dfl: 0.168478 loss: 1.207985 eta: 2 days, 14:25:01 batch_cost: 2.1737 data_cost: 0.0010 ips: 12.8812 images/s [11/17 22:17:09] ppdet.engine INFO: Epoch: [68] [1020/3251] learning_rate: 0.045588 loss_vfl: 0.791890 loss_bbox: 0.280170 loss_dfl: 0.186299 loss: 1.269788 eta: 2 days, 14:24:16 batch_cost: 2.0789 data_cost: 0.0009 ips: 13.4690 images/s [11/17 22:17:57] ppdet.engine INFO: Epoch: [68] [1040/3251] learning_rate: 0.045571 loss_vfl: 0.756982 loss_bbox: 0.299935 loss_dfl: 0.195596 loss: 1.244950 eta: 2 days, 14:23:33 batch_cost: 2.2562 data_cost: 0.0014 ips: 12.4101 images/s [11/17 22:18:46] ppdet.engine INFO: Epoch: [68] [1060/3251] learning_rate: 0.045555 loss_vfl: 0.768506 loss_bbox: 0.241401 loss_dfl: 0.176950 loss: 1.232352 eta: 2 days, 14:22:51 batch_cost: 2.3340 data_cost: 0.0016 ips: 11.9965 images/s [11/17 22:19:32] ppdet.engine INFO: Epoch: [68] [1080/3251] learning_rate: 0.045539 loss_vfl: 0.759744 loss_bbox: 0.279998 loss_dfl: 0.194196 loss: 1.247245 eta: 2 days, 14:22:08 batch_cost: 2.1970 data_cost: 0.0010 ips: 12.7446 images/s [11/17 22:20:20] ppdet.engine INFO: Epoch: [68] [1100/3251] learning_rate: 0.045523 loss_vfl: 0.766349 loss_bbox: 0.277350 loss_dfl: 0.180970 loss: 1.248417 eta: 2 days, 14:21:25 batch_cost: 2.2394 data_cost: 0.0015 ips: 12.5032 images/s [11/17 22:21:09] ppdet.engine INFO: Epoch: [68] [1120/3251] learning_rate: 0.045507 loss_vfl: 0.767780 loss_bbox: 0.287427 loss_dfl: 0.191712 loss: 1.237738 eta: 2 days, 14:20:42 batch_cost: 2.2892 data_cost: 0.0011 ips: 12.2311 images/s [11/17 22:21:57] ppdet.engine INFO: Epoch: [68] [1140/3251] learning_rate: 0.045490 loss_vfl: 0.783297 loss_bbox: 0.249864 loss_dfl: 0.171341 loss: 1.232921 eta: 2 days, 14:20:00 batch_cost: 2.3057 data_cost: 0.0017 ips: 12.1437 images/s [11/17 22:22:43] ppdet.engine INFO: Epoch: [68] [1160/3251] learning_rate: 0.045474 loss_vfl: 0.794810 loss_bbox: 0.281322 loss_dfl: 0.191047 loss: 1.263099 eta: 2 days, 14:19:16 batch_cost: 2.2056 data_cost: 0.0010 ips: 12.6947 images/s [11/17 22:23:30] ppdet.engine INFO: Epoch: [68] [1180/3251] learning_rate: 0.045458 loss_vfl: 0.786518 loss_bbox: 0.255883 loss_dfl: 0.181854 loss: 1.224568 eta: 2 days, 14:18:33 batch_cost: 2.2370 data_cost: 0.0017 ips: 12.5168 images/s [11/17 22:24:18] ppdet.engine INFO: Epoch: [68] [1200/3251] learning_rate: 0.045442 loss_vfl: 0.773699 loss_bbox: 0.255654 loss_dfl: 0.173643 loss: 1.214646 eta: 2 days, 14:17:50 batch_cost: 2.1967 data_cost: 0.0010 ips: 12.7465 images/s [11/17 22:25:06] ppdet.engine INFO: Epoch: [68] [1220/3251] learning_rate: 0.045426 loss_vfl: 0.777230 loss_bbox: 0.289551 loss_dfl: 0.191576 loss: 1.279121 eta: 2 days, 14:17:07 batch_cost: 2.2840 data_cost: 0.0010 ips: 12.2590 images/s [11/17 22:25:56] ppdet.engine INFO: Epoch: [68] [1240/3251] learning_rate: 0.045409 loss_vfl: 0.756840 loss_bbox: 0.269378 loss_dfl: 0.174548 loss: 1.190043 eta: 2 days, 14:16:25 batch_cost: 2.3775 data_cost: 0.0010 ips: 11.7772 images/s [11/17 22:26:42] ppdet.engine INFO: Epoch: [68] [1260/3251] learning_rate: 0.045393 loss_vfl: 0.759790 loss_bbox: 0.299407 loss_dfl: 0.201479 loss: 1.293206 eta: 2 days, 14:15:42 batch_cost: 2.1873 data_cost: 0.0020 ips: 12.8011 images/s [11/17 22:27:29] ppdet.engine INFO: Epoch: [68] [1280/3251] learning_rate: 0.045377 loss_vfl: 0.775814 loss_bbox: 0.251222 loss_dfl: 0.173575 loss: 1.198617 eta: 2 days, 14:14:59 batch_cost: 2.2392 data_cost: 0.0011 ips: 12.5043 images/s [11/17 22:28:16] ppdet.engine INFO: Epoch: [68] [1300/3251] learning_rate: 0.045361 loss_vfl: 0.781239 loss_bbox: 0.247048 loss_dfl: 0.177681 loss: 1.253479 eta: 2 days, 14:14:14 batch_cost: 2.1272 data_cost: 0.0013 ips: 13.1629 images/s [11/17 22:29:02] ppdet.engine INFO: Epoch: [68] [1320/3251] learning_rate: 0.045345 loss_vfl: 0.738999 loss_bbox: 0.274601 loss_dfl: 0.187696 loss: 1.218167 eta: 2 days, 14:13:31 batch_cost: 2.1601 data_cost: 0.0010 ips: 12.9626 images/s [11/17 22:29:49] ppdet.engine INFO: Epoch: [68] [1340/3251] learning_rate: 0.045329 loss_vfl: 0.780943 loss_bbox: 0.269717 loss_dfl: 0.194684 loss: 1.239387 eta: 2 days, 14:12:47 batch_cost: 2.1750 data_cost: 0.0012 ips: 12.8733 images/s [11/17 22:30:36] ppdet.engine INFO: Epoch: [68] [1360/3251] learning_rate: 0.045312 loss_vfl: 0.784812 loss_bbox: 0.267291 loss_dfl: 0.184886 loss: 1.253039 eta: 2 days, 14:12:04 batch_cost: 2.2428 data_cost: 0.0011 ips: 12.4845 images/s [11/17 22:31:23] ppdet.engine INFO: Epoch: [68] [1380/3251] learning_rate: 0.045296 loss_vfl: 0.783478 loss_bbox: 0.232475 loss_dfl: 0.169026 loss: 1.191126 eta: 2 days, 14:11:21 batch_cost: 2.2111 data_cost: 0.0016 ips: 12.6636 images/s [11/17 22:32:10] ppdet.engine INFO: Epoch: [68] [1400/3251] learning_rate: 0.045280 loss_vfl: 0.778468 loss_bbox: 0.299897 loss_dfl: 0.195184 loss: 1.270449 eta: 2 days, 14:10:38 batch_cost: 2.2436 data_cost: 0.0013 ips: 12.4801 images/s [11/17 22:32:56] ppdet.engine INFO: Epoch: [68] [1420/3251] learning_rate: 0.045264 loss_vfl: 0.772687 loss_bbox: 0.274423 loss_dfl: 0.184088 loss: 1.236734 eta: 2 days, 14:09:54 batch_cost: 2.1710 data_cost: 0.0010 ips: 12.8973 images/s [11/17 22:33:43] ppdet.engine INFO: Epoch: [68] [1440/3251] learning_rate: 0.045248 loss_vfl: 0.788995 loss_bbox: 0.265797 loss_dfl: 0.184895 loss: 1.239534 eta: 2 days, 14:09:10 batch_cost: 2.1696 data_cost: 0.0012 ips: 12.9055 images/s [11/17 22:34:29] ppdet.engine INFO: Epoch: [68] [1460/3251] learning_rate: 0.045231 loss_vfl: 0.806855 loss_bbox: 0.276251 loss_dfl: 0.177169 loss: 1.276372 eta: 2 days, 14:08:26 batch_cost: 2.1803 data_cost: 0.0014 ips: 12.8424 images/s [11/17 22:35:13] ppdet.engine INFO: Epoch: [68] [1480/3251] learning_rate: 0.045215 loss_vfl: 0.768951 loss_bbox: 0.271442 loss_dfl: 0.178930 loss: 1.220847 eta: 2 days, 14:07:42 batch_cost: 2.0616 data_cost: 0.0010 ips: 13.5816 images/s [11/17 22:35:58] ppdet.engine INFO: Epoch: [68] [1500/3251] learning_rate: 0.045199 loss_vfl: 0.789312 loss_bbox: 0.279525 loss_dfl: 0.191303 loss: 1.278477 eta: 2 days, 14:06:58 batch_cost: 2.1427 data_cost: 0.0009 ips: 13.0676 images/s [11/17 22:36:45] ppdet.engine INFO: Epoch: [68] [1520/3251] learning_rate: 0.045183 loss_vfl: 0.752415 loss_bbox: 0.268882 loss_dfl: 0.179841 loss: 1.204605 eta: 2 days, 14:06:15 batch_cost: 2.2548 data_cost: 0.0009 ips: 12.4178 images/s [11/17 22:37:32] ppdet.engine INFO: Epoch: [68] [1540/3251] learning_rate: 0.045167 loss_vfl: 0.764323 loss_bbox: 0.270125 loss_dfl: 0.185892 loss: 1.245163 eta: 2 days, 14:05:32 batch_cost: 2.2187 data_cost: 0.0011 ips: 12.6202 images/s [11/17 22:38:21] ppdet.engine INFO: Epoch: [68] [1560/3251] learning_rate: 0.045151 loss_vfl: 0.772964 loss_bbox: 0.246650 loss_dfl: 0.163840 loss: 1.201155 eta: 2 days, 14:04:49 batch_cost: 2.2749 data_cost: 0.0010 ips: 12.3082 images/s [11/17 22:39:07] ppdet.engine INFO: Epoch: [68] [1580/3251] learning_rate: 0.045134 loss_vfl: 0.777746 loss_bbox: 0.269599 loss_dfl: 0.177940 loss: 1.231542 eta: 2 days, 14:04:05 batch_cost: 2.2081 data_cost: 0.0010 ips: 12.6806 images/s [11/17 22:39:52] ppdet.engine INFO: Epoch: [68] [1600/3251] learning_rate: 0.045118 loss_vfl: 0.774197 loss_bbox: 0.292083 loss_dfl: 0.189052 loss: 1.243848 eta: 2 days, 14:03:22 batch_cost: 2.1541 data_cost: 0.0015 ips: 12.9985 images/s [11/17 22:40:39] ppdet.engine INFO: Epoch: [68] [1620/3251] learning_rate: 0.045102 loss_vfl: 0.776850 loss_bbox: 0.281104 loss_dfl: 0.185633 loss: 1.258961 eta: 2 days, 14:02:38 batch_cost: 2.1708 data_cost: 0.0009 ips: 12.8987 images/s [11/17 22:41:24] ppdet.engine INFO: Epoch: [68] [1640/3251] learning_rate: 0.045086 loss_vfl: 0.788743 loss_bbox: 0.268244 loss_dfl: 0.181004 loss: 1.240468 eta: 2 days, 14:01:54 batch_cost: 2.1652 data_cost: 0.0017 ips: 12.9316 images/s [11/17 22:42:12] ppdet.engine INFO: Epoch: [68] [1660/3251] learning_rate: 0.045070 loss_vfl: 0.776880 loss_bbox: 0.275940 loss_dfl: 0.176810 loss: 1.230930 eta: 2 days, 14:01:11 batch_cost: 2.2333 data_cost: 0.0010 ips: 12.5374 images/s [11/17 22:43:00] ppdet.engine INFO: Epoch: [68] [1680/3251] learning_rate: 0.045054 loss_vfl: 0.759118 loss_bbox: 0.259196 loss_dfl: 0.178451 loss: 1.202711 eta: 2 days, 14:00:28 batch_cost: 2.2695 data_cost: 0.0016 ips: 12.3373 images/s [11/17 22:43:48] ppdet.engine INFO: Epoch: [68] [1700/3251] learning_rate: 0.045038 loss_vfl: 0.782830 loss_bbox: 0.243601 loss_dfl: 0.175882 loss: 1.206370 eta: 2 days, 13:59:45 batch_cost: 2.2808 data_cost: 0.0009 ips: 12.2764 images/s [11/17 22:44:35] ppdet.engine INFO: Epoch: [68] [1720/3251] learning_rate: 0.045021 loss_vfl: 0.797600 loss_bbox: 0.267441 loss_dfl: 0.191557 loss: 1.271173 eta: 2 days, 13:59:02 batch_cost: 2.2286 data_cost: 0.0010 ips: 12.5640 images/s [11/17 22:45:23] ppdet.engine INFO: Epoch: [68] [1740/3251] learning_rate: 0.045005 loss_vfl: 0.772746 loss_bbox: 0.265822 loss_dfl: 0.184209 loss: 1.184166 eta: 2 days, 13:58:20 batch_cost: 2.2753 data_cost: 0.0010 ips: 12.3060 images/s [11/17 22:46:10] ppdet.engine INFO: Epoch: [68] [1760/3251] learning_rate: 0.044989 loss_vfl: 0.786006 loss_bbox: 0.268996 loss_dfl: 0.184275 loss: 1.247929 eta: 2 days, 13:57:36 batch_cost: 2.2047 data_cost: 0.0009 ips: 12.6999 images/s [11/17 22:46:56] ppdet.engine INFO: Epoch: [68] [1780/3251] learning_rate: 0.044973 loss_vfl: 0.761942 loss_bbox: 0.262869 loss_dfl: 0.181215 loss: 1.210709 eta: 2 days, 13:56:53 batch_cost: 2.1987 data_cost: 0.0011 ips: 12.7348 images/s [11/17 22:47:46] ppdet.engine INFO: Epoch: [68] [1800/3251] learning_rate: 0.044957 loss_vfl: 0.772594 loss_bbox: 0.241395 loss_dfl: 0.171201 loss: 1.182586 eta: 2 days, 13:56:10 batch_cost: 2.3297 data_cost: 0.0010 ips: 12.0186 images/s [11/17 22:48:32] ppdet.engine INFO: Epoch: [68] [1820/3251] learning_rate: 0.044941 loss_vfl: 0.776678 loss_bbox: 0.271528 loss_dfl: 0.192850 loss: 1.245690 eta: 2 days, 13:55:27 batch_cost: 2.2099 data_cost: 0.0009 ips: 12.6705 images/s [11/17 22:49:19] ppdet.engine INFO: Epoch: [68] [1840/3251] learning_rate: 0.044925 loss_vfl: 0.788828 loss_bbox: 0.265579 loss_dfl: 0.179719 loss: 1.249069 eta: 2 days, 13:54:43 batch_cost: 2.1666 data_cost: 0.0011 ips: 12.9238 images/s [11/17 22:50:07] ppdet.engine INFO: Epoch: [68] [1860/3251] learning_rate: 0.044908 loss_vfl: 0.789890 loss_bbox: 0.274077 loss_dfl: 0.191375 loss: 1.237401 eta: 2 days, 13:54:00 batch_cost: 2.2381 data_cost: 0.0011 ips: 12.5108 images/s [11/17 22:50:54] ppdet.engine INFO: Epoch: [68] [1880/3251] learning_rate: 0.044892 loss_vfl: 0.788817 loss_bbox: 0.291190 loss_dfl: 0.198421 loss: 1.263030 eta: 2 days, 13:53:16 batch_cost: 2.1379 data_cost: 0.0012 ips: 13.0968 images/s [11/17 22:51:40] ppdet.engine INFO: Epoch: [68] [1900/3251] learning_rate: 0.044876 loss_vfl: 0.776352 loss_bbox: 0.275549 loss_dfl: 0.179469 loss: 1.222305 eta: 2 days, 13:52:33 batch_cost: 2.2025 data_cost: 0.0017 ips: 12.7126 images/s [11/17 22:52:28] ppdet.engine INFO: Epoch: [68] [1920/3251] learning_rate: 0.044860 loss_vfl: 0.752061 loss_bbox: 0.289609 loss_dfl: 0.186577 loss: 1.198070 eta: 2 days, 13:51:50 batch_cost: 2.3036 data_cost: 0.0010 ips: 12.1550 images/s [11/17 22:53:14] ppdet.engine INFO: Epoch: [68] [1940/3251] learning_rate: 0.044844 loss_vfl: 0.775845 loss_bbox: 0.236600 loss_dfl: 0.163554 loss: 1.186391 eta: 2 days, 13:51:07 batch_cost: 2.1780 data_cost: 0.0009 ips: 12.8558 images/s [11/17 22:54:02] ppdet.engine INFO: Epoch: [68] [1960/3251] learning_rate: 0.044828 loss_vfl: 0.779303 loss_bbox: 0.232591 loss_dfl: 0.175935 loss: 1.173149 eta: 2 days, 13:50:23 batch_cost: 2.2361 data_cost: 0.0009 ips: 12.5219 images/s [11/17 22:54:50] ppdet.engine INFO: Epoch: [68] [1980/3251] learning_rate: 0.044812 loss_vfl: 0.777620 loss_bbox: 0.297209 loss_dfl: 0.191936 loss: 1.283529 eta: 2 days, 13:49:41 batch_cost: 2.2997 data_cost: 0.0014 ips: 12.1755 images/s [11/17 22:55:37] ppdet.engine INFO: Epoch: [68] [2000/3251] learning_rate: 0.044796 loss_vfl: 0.777545 loss_bbox: 0.281812 loss_dfl: 0.195626 loss: 1.253161 eta: 2 days, 13:48:58 batch_cost: 2.2344 data_cost: 0.0010 ips: 12.5314 images/s [11/17 22:56:25] ppdet.engine INFO: Epoch: [68] [2020/3251] learning_rate: 0.044779 loss_vfl: 0.779069 loss_bbox: 0.252492 loss_dfl: 0.171741 loss: 1.204897 eta: 2 days, 13:48:15 batch_cost: 2.2505 data_cost: 0.0009 ips: 12.4419 images/s [11/17 22:57:13] ppdet.engine INFO: Epoch: [68] [2040/3251] learning_rate: 0.044763 loss_vfl: 0.778580 loss_bbox: 0.234597 loss_dfl: 0.165802 loss: 1.170145 eta: 2 days, 13:47:32 batch_cost: 2.2797 data_cost: 0.0010 ips: 12.2824 images/s [11/17 22:57:59] ppdet.engine INFO: Epoch: [68] [2060/3251] learning_rate: 0.044747 loss_vfl: 0.807604 loss_bbox: 0.262971 loss_dfl: 0.183364 loss: 1.262984 eta: 2 days, 13:46:48 batch_cost: 2.1531 data_cost: 0.0010 ips: 13.0048 images/s [11/17 22:58:45] ppdet.engine INFO: Epoch: [68] [2080/3251] learning_rate: 0.044731 loss_vfl: 0.788508 loss_bbox: 0.264207 loss_dfl: 0.174956 loss: 1.267572 eta: 2 days, 13:46:05 batch_cost: 2.1838 data_cost: 0.0011 ips: 12.8216 images/s [11/17 22:59:33] ppdet.engine INFO: Epoch: [68] [2100/3251] learning_rate: 0.044715 loss_vfl: 0.789118 loss_bbox: 0.294847 loss_dfl: 0.184850 loss: 1.262892 eta: 2 days, 13:45:22 batch_cost: 2.3117 data_cost: 0.0018 ips: 12.1121 images/s [11/17 23:00:23] ppdet.engine INFO: Epoch: [68] [2120/3251] learning_rate: 0.044699 loss_vfl: 0.774761 loss_bbox: 0.274541 loss_dfl: 0.184873 loss: 1.272076 eta: 2 days, 13:44:39 batch_cost: 2.2663 data_cost: 0.0010 ips: 12.3547 images/s [11/17 23:01:11] ppdet.engine INFO: Epoch: [68] [2140/3251] learning_rate: 0.044683 loss_vfl: 0.789372 loss_bbox: 0.255521 loss_dfl: 0.193363 loss: 1.224330 eta: 2 days, 13:43:55 batch_cost: 2.1457 data_cost: 0.0010 ips: 13.0493 images/s [11/17 23:01:58] ppdet.engine INFO: Epoch: [68] [2160/3251] learning_rate: 0.044667 loss_vfl: 0.762408 loss_bbox: 0.278493 loss_dfl: 0.183508 loss: 1.259771 eta: 2 days, 13:43:12 batch_cost: 2.2576 data_cost: 0.0010 ips: 12.4027 images/s [11/17 23:02:44] ppdet.engine INFO: Epoch: [68] [2180/3251] learning_rate: 0.044651 loss_vfl: 0.760432 loss_bbox: 0.276271 loss_dfl: 0.184723 loss: 1.202415 eta: 2 days, 13:42:29 batch_cost: 2.1908 data_cost: 0.0010 ips: 12.7809 images/s [11/17 23:03:31] ppdet.engine INFO: Epoch: [68] [2200/3251] learning_rate: 0.044635 loss_vfl: 0.776995 loss_bbox: 0.268628 loss_dfl: 0.178784 loss: 1.213407 eta: 2 days, 13:41:46 batch_cost: 2.2135 data_cost: 0.0010 ips: 12.6496 images/s [11/17 23:04:20] ppdet.engine INFO: Epoch: [68] [2220/3251] learning_rate: 0.044618 loss_vfl: 0.778031 loss_bbox: 0.301913 loss_dfl: 0.205674 loss: 1.259813 eta: 2 days, 13:41:04 batch_cost: 2.3608 data_cost: 0.0009 ips: 11.8606 images/s [11/17 23:05:08] ppdet.engine INFO: Epoch: [68] [2240/3251] learning_rate: 0.044602 loss_vfl: 0.772249 loss_bbox: 0.297897 loss_dfl: 0.196575 loss: 1.267203 eta: 2 days, 13:40:21 batch_cost: 2.3029 data_cost: 0.0010 ips: 12.1583 images/s [11/17 23:05:55] ppdet.engine INFO: Epoch: [68] [2260/3251] learning_rate: 0.044586 loss_vfl: 0.774733 loss_bbox: 0.247343 loss_dfl: 0.174751 loss: 1.205729 eta: 2 days, 13:39:38 batch_cost: 2.2293 data_cost: 0.0009 ips: 12.5599 images/s [11/17 23:06:42] ppdet.engine INFO: Epoch: [68] [2280/3251] learning_rate: 0.044570 loss_vfl: 0.755085 loss_bbox: 0.274593 loss_dfl: 0.192168 loss: 1.234833 eta: 2 days, 13:38:55 batch_cost: 2.2014 data_cost: 0.0011 ips: 12.7190 images/s [11/17 23:07:28] ppdet.engine INFO: Epoch: [68] [2300/3251] learning_rate: 0.044554 loss_vfl: 0.779034 loss_bbox: 0.267222 loss_dfl: 0.177834 loss: 1.212063 eta: 2 days, 13:38:11 batch_cost: 2.1737 data_cost: 0.0011 ips: 12.8814 images/s [11/17 23:08:14] ppdet.engine INFO: Epoch: [68] [2320/3251] learning_rate: 0.044538 loss_vfl: 0.776576 loss_bbox: 0.254398 loss_dfl: 0.178372 loss: 1.254321 eta: 2 days, 13:37:27 batch_cost: 2.1616 data_cost: 0.0010 ips: 12.9537 images/s [11/17 23:09:01] ppdet.engine INFO: Epoch: [68] [2340/3251] learning_rate: 0.044522 loss_vfl: 0.773021 loss_bbox: 0.255710 loss_dfl: 0.185778 loss: 1.234996 eta: 2 days, 13:36:44 batch_cost: 2.1932 data_cost: 0.0009 ips: 12.7667 images/s [11/17 23:09:47] ppdet.engine INFO: Epoch: [68] [2360/3251] learning_rate: 0.044506 loss_vfl: 0.781811 loss_bbox: 0.278190 loss_dfl: 0.186018 loss: 1.217750 eta: 2 days, 13:36:00 batch_cost: 2.1419 data_cost: 0.0010 ips: 13.0727 images/s [11/17 23:10:34] ppdet.engine INFO: Epoch: [68] [2380/3251] learning_rate: 0.044490 loss_vfl: 0.776000 loss_bbox: 0.235458 loss_dfl: 0.172389 loss: 1.187856 eta: 2 days, 13:35:16 batch_cost: 2.2103 data_cost: 0.0011 ips: 12.6682 images/s [11/17 23:11:20] ppdet.engine INFO: Epoch: [68] [2400/3251] learning_rate: 0.044474 loss_vfl: 0.759009 loss_bbox: 0.269086 loss_dfl: 0.185452 loss: 1.223601 eta: 2 days, 13:34:32 batch_cost: 2.1662 data_cost: 0.0013 ips: 12.9259 images/s [11/17 23:12:05] ppdet.engine INFO: Epoch: [68] [2420/3251] learning_rate: 0.044458 loss_vfl: 0.775635 loss_bbox: 0.278781 loss_dfl: 0.188969 loss: 1.215677 eta: 2 days, 13:33:48 batch_cost: 2.1338 data_cost: 0.0009 ips: 13.1223 images/s [11/17 23:12:53] ppdet.engine INFO: Epoch: [68] [2440/3251] learning_rate: 0.044442 loss_vfl: 0.791436 loss_bbox: 0.297949 loss_dfl: 0.192763 loss: 1.244295 eta: 2 days, 13:33:05 batch_cost: 2.2033 data_cost: 0.0010 ips: 12.7085 images/s [11/17 23:13:39] ppdet.engine INFO: Epoch: [68] [2460/3251] learning_rate: 0.044426 loss_vfl: 0.782254 loss_bbox: 0.244384 loss_dfl: 0.174571 loss: 1.205302 eta: 2 days, 13:32:21 batch_cost: 2.1154 data_cost: 0.0009 ips: 13.2363 images/s [11/17 23:14:26] ppdet.engine INFO: Epoch: [68] [2480/3251] learning_rate: 0.044409 loss_vfl: 0.787560 loss_bbox: 0.285120 loss_dfl: 0.195768 loss: 1.280174 eta: 2 days, 13:31:38 batch_cost: 2.2682 data_cost: 0.0009 ips: 12.3446 images/s [11/17 23:15:14] ppdet.engine INFO: Epoch: [68] [2500/3251] learning_rate: 0.044393 loss_vfl: 0.765929 loss_bbox: 0.278424 loss_dfl: 0.185615 loss: 1.242118 eta: 2 days, 13:30:55 batch_cost: 2.2913 data_cost: 0.0009 ips: 12.2203 images/s [11/17 23:16:02] ppdet.engine INFO: Epoch: [68] [2520/3251] learning_rate: 0.044377 loss_vfl: 0.787163 loss_bbox: 0.270218 loss_dfl: 0.183970 loss: 1.236248 eta: 2 days, 13:30:13 batch_cost: 2.2936 data_cost: 0.0011 ips: 12.2076 images/s [11/17 23:16:49] ppdet.engine INFO: Epoch: [68] [2540/3251] learning_rate: 0.044361 loss_vfl: 0.765895 loss_bbox: 0.233340 loss_dfl: 0.158818 loss: 1.177742 eta: 2 days, 13:29:29 batch_cost: 2.2282 data_cost: 0.0013 ips: 12.5664 images/s [11/17 23:17:35] ppdet.engine INFO: Epoch: [68] [2560/3251] learning_rate: 0.044345 loss_vfl: 0.768437 loss_bbox: 0.295198 loss_dfl: 0.194710 loss: 1.255352 eta: 2 days, 13:28:46 batch_cost: 2.1874 data_cost: 0.0009 ips: 12.8004 images/s [11/17 23:18:22] ppdet.engine INFO: Epoch: [68] [2580/3251] learning_rate: 0.044329 loss_vfl: 0.781903 loss_bbox: 0.243932 loss_dfl: 0.171566 loss: 1.178831 eta: 2 days, 13:28:03 batch_cost: 2.2527 data_cost: 0.0009 ips: 12.4296 images/s [11/17 23:19:11] ppdet.engine INFO: Epoch: [68] [2600/3251] learning_rate: 0.044313 loss_vfl: 0.771938 loss_bbox: 0.234156 loss_dfl: 0.152257 loss: 1.163782 eta: 2 days, 13:27:21 batch_cost: 2.3770 data_cost: 0.0012 ips: 11.7797 images/s [11/17 23:19:57] ppdet.engine INFO: Epoch: [68] [2620/3251] learning_rate: 0.044297 loss_vfl: 0.770749 loss_bbox: 0.293073 loss_dfl: 0.190786 loss: 1.265388 eta: 2 days, 13:26:37 batch_cost: 2.1266 data_cost: 0.0010 ips: 13.1664 images/s [11/17 23:20:44] ppdet.engine INFO: Epoch: [68] [2640/3251] learning_rate: 0.044281 loss_vfl: 0.767138 loss_bbox: 0.261799 loss_dfl: 0.178384 loss: 1.243822 eta: 2 days, 13:25:54 batch_cost: 2.2597 data_cost: 0.0009 ips: 12.3913 images/s [11/17 23:21:31] ppdet.engine INFO: Epoch: [68] [2660/3251] learning_rate: 0.044265 loss_vfl: 0.766265 loss_bbox: 0.215183 loss_dfl: 0.161854 loss: 1.183422 eta: 2 days, 13:25:11 batch_cost: 2.1974 data_cost: 0.0010 ips: 12.7424 images/s [11/17 23:22:17] ppdet.engine INFO: Epoch: [68] [2680/3251] learning_rate: 0.044249 loss_vfl: 0.781626 loss_bbox: 0.259454 loss_dfl: 0.183000 loss: 1.222994 eta: 2 days, 13:24:27 batch_cost: 2.2066 data_cost: 0.0010 ips: 12.6891 images/s [11/17 23:23:03] ppdet.engine INFO: Epoch: [68] [2700/3251] learning_rate: 0.044233 loss_vfl: 0.764152 loss_bbox: 0.256226 loss_dfl: 0.179077 loss: 1.204660 eta: 2 days, 13:23:44 batch_cost: 2.2071 data_cost: 0.0014 ips: 12.6865 images/s [11/17 23:23:51] ppdet.engine INFO: Epoch: [68] [2720/3251] learning_rate: 0.044217 loss_vfl: 0.790938 loss_bbox: 0.278033 loss_dfl: 0.180806 loss: 1.270327 eta: 2 days, 13:23:01 batch_cost: 2.2984 data_cost: 0.0017 ips: 12.1826 images/s [11/17 23:24:38] ppdet.engine INFO: Epoch: [68] [2740/3251] learning_rate: 0.044201 loss_vfl: 0.767263 loss_bbox: 0.275708 loss_dfl: 0.180407 loss: 1.218147 eta: 2 days, 13:22:18 batch_cost: 2.2206 data_cost: 0.0009 ips: 12.6093 images/s [11/17 23:25:24] ppdet.engine INFO: Epoch: [68] [2760/3251] learning_rate: 0.044185 loss_vfl: 0.764738 loss_bbox: 0.265052 loss_dfl: 0.184362 loss: 1.255443 eta: 2 days, 13:21:34 batch_cost: 2.1846 data_cost: 0.0012 ips: 12.8172 images/s [11/17 23:26:12] ppdet.engine INFO: Epoch: [68] [2780/3251] learning_rate: 0.044169 loss_vfl: 0.773331 loss_bbox: 0.255799 loss_dfl: 0.170523 loss: 1.239694 eta: 2 days, 13:20:52 batch_cost: 2.2767 data_cost: 0.0010 ips: 12.2986 images/s [11/17 23:27:02] ppdet.engine INFO: Epoch: [68] [2800/3251] learning_rate: 0.044153 loss_vfl: 0.773501 loss_bbox: 0.250210 loss_dfl: 0.179394 loss: 1.219243 eta: 2 days, 13:20:10 batch_cost: 2.3629 data_cost: 0.0009 ips: 11.8500 images/s [11/17 23:27:49] ppdet.engine INFO: Epoch: [68] [2820/3251] learning_rate: 0.044137 loss_vfl: 0.777037 loss_bbox: 0.254864 loss_dfl: 0.176525 loss: 1.197343 eta: 2 days, 13:19:27 batch_cost: 2.2453 data_cost: 0.0011 ips: 12.4703 images/s [11/17 23:28:34] ppdet.engine INFO: Epoch: [68] [2840/3251] learning_rate: 0.044121 loss_vfl: 0.799577 loss_bbox: 0.251345 loss_dfl: 0.177728 loss: 1.236480 eta: 2 days, 13:18:43 batch_cost: 2.1602 data_cost: 0.0010 ips: 12.9617 images/s [11/17 23:29:22] ppdet.engine INFO: Epoch: [68] [2860/3251] learning_rate: 0.044105 loss_vfl: 0.762457 loss_bbox: 0.252454 loss_dfl: 0.177135 loss: 1.194499 eta: 2 days, 13:18:00 batch_cost: 2.2681 data_cost: 0.0011 ips: 12.3450 images/s [11/17 23:30:09] ppdet.engine INFO: Epoch: [68] [2880/3251] learning_rate: 0.044089 loss_vfl: 0.774151 loss_bbox: 0.277363 loss_dfl: 0.189945 loss: 1.285918 eta: 2 days, 13:17:17 batch_cost: 2.2510 data_cost: 0.0010 ips: 12.4387 images/s [11/17 23:30:58] ppdet.engine INFO: Epoch: [68] [2900/3251] learning_rate: 0.044073 loss_vfl: 0.800492 loss_bbox: 0.256370 loss_dfl: 0.172161 loss: 1.234236 eta: 2 days, 13:16:34 batch_cost: 2.3049 data_cost: 0.0012 ips: 12.1479 images/s [11/17 23:31:43] ppdet.engine INFO: Epoch: [68] [2920/3251] learning_rate: 0.044056 loss_vfl: 0.773927 loss_bbox: 0.272220 loss_dfl: 0.181756 loss: 1.256845 eta: 2 days, 13:15:50 batch_cost: 2.0876 data_cost: 0.0011 ips: 13.4125 images/s [11/17 23:32:33] ppdet.engine INFO: Epoch: [68] [2940/3251] learning_rate: 0.044040 loss_vfl: 0.764650 loss_bbox: 0.264953 loss_dfl: 0.179091 loss: 1.193459 eta: 2 days, 13:15:08 batch_cost: 2.3961 data_cost: 0.0010 ips: 11.6855 images/s [11/17 23:33:20] ppdet.engine INFO: Epoch: [68] [2960/3251] learning_rate: 0.044024 loss_vfl: 0.765758 loss_bbox: 0.284462 loss_dfl: 0.180563 loss: 1.260982 eta: 2 days, 13:14:25 batch_cost: 2.1863 data_cost: 0.0014 ips: 12.8072 images/s [11/17 23:34:08] ppdet.engine INFO: Epoch: [68] [2980/3251] learning_rate: 0.044008 loss_vfl: 0.765059 loss_bbox: 0.258331 loss_dfl: 0.171324 loss: 1.202587 eta: 2 days, 13:13:42 batch_cost: 2.3178 data_cost: 0.0010 ips: 12.0803 images/s [11/17 23:34:55] ppdet.engine INFO: Epoch: [68] [3000/3251] learning_rate: 0.043992 loss_vfl: 0.756372 loss_bbox: 0.277726 loss_dfl: 0.185861 loss: 1.224868 eta: 2 days, 13:12:59 batch_cost: 2.1937 data_cost: 0.0010 ips: 12.7638 images/s [11/17 23:35:41] ppdet.engine INFO: Epoch: [68] [3020/3251] learning_rate: 0.043976 loss_vfl: 0.763426 loss_bbox: 0.269608 loss_dfl: 0.175583 loss: 1.210400 eta: 2 days, 13:12:15 batch_cost: 2.2169 data_cost: 0.0010 ips: 12.6302 images/s [11/17 23:36:29] ppdet.engine INFO: Epoch: [68] [3040/3251] learning_rate: 0.043960 loss_vfl: 0.761805 loss_bbox: 0.247576 loss_dfl: 0.174247 loss: 1.183217 eta: 2 days, 13:11:33 batch_cost: 2.2706 data_cost: 0.0019 ips: 12.3315 images/s [11/17 23:37:14] ppdet.engine INFO: Epoch: [68] [3060/3251] learning_rate: 0.043944 loss_vfl: 0.773182 loss_bbox: 0.277128 loss_dfl: 0.195127 loss: 1.240080 eta: 2 days, 13:10:48 batch_cost: 2.1216 data_cost: 0.0009 ips: 13.1975 images/s [11/17 23:38:01] ppdet.engine INFO: Epoch: [68] [3080/3251] learning_rate: 0.043928 loss_vfl: 0.786608 loss_bbox: 0.274442 loss_dfl: 0.183312 loss: 1.277540 eta: 2 days, 13:10:06 batch_cost: 2.2561 data_cost: 0.0009 ips: 12.4109 images/s [11/17 23:38:47] ppdet.engine INFO: Epoch: [68] [3100/3251] learning_rate: 0.043912 loss_vfl: 0.759833 loss_bbox: 0.256889 loss_dfl: 0.179475 loss: 1.178746 eta: 2 days, 13:09:21 batch_cost: 2.0703 data_cost: 0.0010 ips: 13.5248 images/s [11/17 23:39:34] ppdet.engine INFO: Epoch: [68] [3120/3251] learning_rate: 0.043896 loss_vfl: 0.807055 loss_bbox: 0.248685 loss_dfl: 0.166406 loss: 1.220928 eta: 2 days, 13:08:38 batch_cost: 2.2141 data_cost: 0.0010 ips: 12.6461 images/s [11/17 23:40:18] ppdet.engine INFO: Epoch: [68] [3140/3251] learning_rate: 0.043880 loss_vfl: 0.780802 loss_bbox: 0.266388 loss_dfl: 0.179340 loss: 1.201086 eta: 2 days, 13:07:52 batch_cost: 2.0161 data_cost: 0.0009 ips: 13.8879 images/s [11/17 23:41:05] ppdet.engine INFO: Epoch: [68] [3160/3251] learning_rate: 0.043864 loss_vfl: 0.773668 loss_bbox: 0.269332 loss_dfl: 0.180270 loss: 1.229695 eta: 2 days, 13:07:09 batch_cost: 2.2174 data_cost: 0.0009 ips: 12.6273 images/s [11/17 23:41:51] ppdet.engine INFO: Epoch: [68] [3180/3251] learning_rate: 0.043848 loss_vfl: 0.786532 loss_bbox: 0.278169 loss_dfl: 0.187228 loss: 1.219248 eta: 2 days, 13:06:26 batch_cost: 2.1779 data_cost: 0.0011 ips: 12.8561 images/s [11/17 23:42:39] ppdet.engine INFO: Epoch: [68] [3200/3251] learning_rate: 0.043832 loss_vfl: 0.797813 loss_bbox: 0.274672 loss_dfl: 0.198421 loss: 1.260016 eta: 2 days, 13:05:43 batch_cost: 2.2675 data_cost: 0.0016 ips: 12.3483 images/s [11/17 23:43:26] ppdet.engine INFO: Epoch: [68] [3220/3251] learning_rate: 0.043816 loss_vfl: 0.771268 loss_bbox: 0.256837 loss_dfl: 0.176728 loss: 1.196915 eta: 2 days, 13:04:59 batch_cost: 2.1791 data_cost: 0.0015 ips: 12.8495 images/s [11/17 23:44:13] ppdet.engine INFO: Epoch: [68] [3240/3251] learning_rate: 0.043800 loss_vfl: 0.768484 loss_bbox: 0.265394 loss_dfl: 0.186220 loss: 1.244786 eta: 2 days, 13:04:16 batch_cost: 2.2139 data_cost: 0.0016 ips: 12.6472 images/s [11/17 23:44:54] ppdet.engine INFO: Epoch: [69] [ 0/3251] learning_rate: 0.043792 loss_vfl: 0.777589 loss_bbox: 0.265394 loss_dfl: 0.186806 loss: 1.251623 eta: 2 days, 13:03:56 batch_cost: 2.6162 data_cost: 1.0414 ips: 10.7024 images/s [11/17 23:45:46] ppdet.engine INFO: Epoch: [69] [ 20/3251] learning_rate: 0.043776 loss_vfl: 0.795331 loss_bbox: 0.240273 loss_dfl: 0.167462 loss: 1.191685 eta: 2 days, 13:03:14 batch_cost: 2.4007 data_cost: 0.0010 ips: 11.6635 images/s [11/17 23:46:34] ppdet.engine INFO: Epoch: [69] [ 40/3251] learning_rate: 0.043760 loss_vfl: 0.772681 loss_bbox: 0.262886 loss_dfl: 0.173118 loss: 1.218329 eta: 2 days, 13:02:32 batch_cost: 2.3147 data_cost: 0.0010 ips: 12.0967 images/s [11/17 23:47:21] ppdet.engine INFO: Epoch: [69] [ 60/3251] learning_rate: 0.043744 loss_vfl: 0.758914 loss_bbox: 0.278785 loss_dfl: 0.167168 loss: 1.226898 eta: 2 days, 13:01:48 batch_cost: 2.1846 data_cost: 0.0009 ips: 12.8172 images/s [11/17 23:48:11] ppdet.engine INFO: Epoch: [69] [ 80/3251] learning_rate: 0.043728 loss_vfl: 0.773088 loss_bbox: 0.276228 loss_dfl: 0.192161 loss: 1.294817 eta: 2 days, 13:01:06 batch_cost: 2.3627 data_cost: 0.0010 ips: 11.8509 images/s [11/17 23:48:58] ppdet.engine INFO: Epoch: [69] [ 100/3251] learning_rate: 0.043712 loss_vfl: 0.763907 loss_bbox: 0.241367 loss_dfl: 0.177939 loss: 1.198108 eta: 2 days, 13:00:23 batch_cost: 2.2390 data_cost: 0.0010 ips: 12.5058 images/s [11/17 23:49:45] ppdet.engine INFO: Epoch: [69] [ 120/3251] learning_rate: 0.043696 loss_vfl: 0.754050 loss_bbox: 0.259902 loss_dfl: 0.173640 loss: 1.180275 eta: 2 days, 12:59:39 batch_cost: 2.1757 data_cost: 0.0010 ips: 12.8695 images/s [11/17 23:50:33] ppdet.engine INFO: Epoch: [69] [ 140/3251] learning_rate: 0.043680 loss_vfl: 0.745299 loss_bbox: 0.219884 loss_dfl: 0.171987 loss: 1.154233 eta: 2 days, 12:58:57 batch_cost: 2.3142 data_cost: 0.0016 ips: 12.0990 images/s [11/17 23:51:20] ppdet.engine INFO: Epoch: [69] [ 160/3251] learning_rate: 0.043664 loss_vfl: 0.755876 loss_bbox: 0.271318 loss_dfl: 0.177888 loss: 1.215844 eta: 2 days, 12:58:13 batch_cost: 2.1759 data_cost: 0.0015 ips: 12.8683 images/s [11/17 23:52:07] ppdet.engine INFO: Epoch: [69] [ 180/3251] learning_rate: 0.043648 loss_vfl: 0.787404 loss_bbox: 0.265884 loss_dfl: 0.184435 loss: 1.243732 eta: 2 days, 12:57:30 batch_cost: 2.2115 data_cost: 0.0010 ips: 12.6613 images/s [11/17 23:52:55] ppdet.engine INFO: Epoch: [69] [ 200/3251] learning_rate: 0.043632 loss_vfl: 0.766110 loss_bbox: 0.250803 loss_dfl: 0.184590 loss: 1.219918 eta: 2 days, 12:56:47 batch_cost: 2.2438 data_cost: 0.0010 ips: 12.4788 images/s [11/17 23:53:44] ppdet.engine INFO: Epoch: [69] [ 220/3251] learning_rate: 0.043616 loss_vfl: 0.776354 loss_bbox: 0.257484 loss_dfl: 0.184285 loss: 1.233609 eta: 2 days, 12:56:04 batch_cost: 2.2933 data_cost: 0.0010 ips: 12.2097 images/s [11/17 23:54:30] ppdet.engine INFO: Epoch: [69] [ 240/3251] learning_rate: 0.043600 loss_vfl: 0.779504 loss_bbox: 0.261497 loss_dfl: 0.174987 loss: 1.241262 eta: 2 days, 12:55:20 batch_cost: 2.1327 data_cost: 0.0009 ips: 13.1289 images/s [11/17 23:55:16] ppdet.engine INFO: Epoch: [69] [ 260/3251] learning_rate: 0.043584 loss_vfl: 0.757138 loss_bbox: 0.289194 loss_dfl: 0.185170 loss: 1.240936 eta: 2 days, 12:54:36 batch_cost: 2.1652 data_cost: 0.0013 ips: 12.9320 images/s [11/17 23:56:03] ppdet.engine INFO: Epoch: [69] [ 280/3251] learning_rate: 0.043568 loss_vfl: 0.769244 loss_bbox: 0.246226 loss_dfl: 0.175460 loss: 1.195131 eta: 2 days, 12:53:52 batch_cost: 2.1522 data_cost: 0.0010 ips: 13.0101 images/s [11/17 23:56:50] ppdet.engine INFO: Epoch: [69] [ 300/3251] learning_rate: 0.043552 loss_vfl: 0.786952 loss_bbox: 0.242666 loss_dfl: 0.169683 loss: 1.229587 eta: 2 days, 12:53:08 batch_cost: 2.1400 data_cost: 0.0010 ips: 13.0843 images/s [11/17 23:57:38] ppdet.engine INFO: Epoch: [69] [ 320/3251] learning_rate: 0.043536 loss_vfl: 0.775944 loss_bbox: 0.299529 loss_dfl: 0.194288 loss: 1.241490 eta: 2 days, 12:52:26 batch_cost: 2.2839 data_cost: 0.0010 ips: 12.2597 images/s [11/17 23:58:26] ppdet.engine INFO: Epoch: [69] [ 340/3251] learning_rate: 0.043520 loss_vfl: 0.770819 loss_bbox: 0.285490 loss_dfl: 0.195622 loss: 1.269233 eta: 2 days, 12:51:43 batch_cost: 2.2998 data_cost: 0.0013 ips: 12.1751 images/s [11/17 23:59:14] ppdet.engine INFO: Epoch: [69] [ 360/3251] learning_rate: 0.043504 loss_vfl: 0.768281 loss_bbox: 0.272811 loss_dfl: 0.179047 loss: 1.240125 eta: 2 days, 12:51:00 batch_cost: 2.2909 data_cost: 0.0015 ips: 12.2225 images/s [11/18 00:00:03] ppdet.engine INFO: Epoch: [69] [ 380/3251] learning_rate: 0.043488 loss_vfl: 0.778744 loss_bbox: 0.258474 loss_dfl: 0.187411 loss: 1.227252 eta: 2 days, 12:50:18 batch_cost: 2.2989 data_cost: 0.0010 ips: 12.1798 images/s [11/18 00:00:50] ppdet.engine INFO: Epoch: [69] [ 400/3251] learning_rate: 0.043472 loss_vfl: 0.770077 loss_bbox: 0.278602 loss_dfl: 0.196425 loss: 1.248645 eta: 2 days, 12:49:35 batch_cost: 2.2243 data_cost: 0.0009 ips: 12.5884 images/s [11/18 00:01:35] ppdet.engine INFO: Epoch: [69] [ 420/3251] learning_rate: 0.043456 loss_vfl: 0.772914 loss_bbox: 0.284341 loss_dfl: 0.185305 loss: 1.233348 eta: 2 days, 12:48:51 batch_cost: 2.1443 data_cost: 0.0010 ips: 13.0577 images/s [11/18 00:02:20] ppdet.engine INFO: Epoch: [69] [ 440/3251] learning_rate: 0.043441 loss_vfl: 0.758290 loss_bbox: 0.296210 loss_dfl: 0.191049 loss: 1.275424 eta: 2 days, 12:48:07 batch_cost: 2.1484 data_cost: 0.0012 ips: 13.0329 images/s [11/18 00:03:07] ppdet.engine INFO: Epoch: [69] [ 460/3251] learning_rate: 0.043425 loss_vfl: 0.774201 loss_bbox: 0.287578 loss_dfl: 0.181334 loss: 1.243608 eta: 2 days, 12:47:24 batch_cost: 2.2326 data_cost: 0.0010 ips: 12.5414 images/s [11/18 00:03:53] ppdet.engine INFO: Epoch: [69] [ 480/3251] learning_rate: 0.043409 loss_vfl: 0.781742 loss_bbox: 0.242922 loss_dfl: 0.174637 loss: 1.198022 eta: 2 days, 12:46:40 batch_cost: 2.1994 data_cost: 0.0011 ips: 12.7306 images/s [11/18 00:04:38] ppdet.engine INFO: Epoch: [69] [ 500/3251] learning_rate: 0.043393 loss_vfl: 0.768349 loss_bbox: 0.281682 loss_dfl: 0.184237 loss: 1.236343 eta: 2 days, 12:45:56 batch_cost: 2.1230 data_cost: 0.0011 ips: 13.1890 images/s [11/18 00:05:25] ppdet.engine INFO: Epoch: [69] [ 520/3251] learning_rate: 0.043377 loss_vfl: 0.759872 loss_bbox: 0.277178 loss_dfl: 0.181273 loss: 1.225626 eta: 2 days, 12:45:12 batch_cost: 2.2003 data_cost: 0.0010 ips: 12.7253 images/s [11/18 00:06:12] ppdet.engine INFO: Epoch: [69] [ 540/3251] learning_rate: 0.043361 loss_vfl: 0.771569 loss_bbox: 0.254327 loss_dfl: 0.180050 loss: 1.226274 eta: 2 days, 12:44:29 batch_cost: 2.1994 data_cost: 0.0009 ips: 12.7308 images/s [11/18 00:07:00] ppdet.engine INFO: Epoch: [69] [ 560/3251] learning_rate: 0.043345 loss_vfl: 0.771650 loss_bbox: 0.252096 loss_dfl: 0.180846 loss: 1.242996 eta: 2 days, 12:43:47 batch_cost: 2.3202 data_cost: 0.0011 ips: 12.0680 images/s [11/18 00:07:46] ppdet.engine INFO: Epoch: [69] [ 580/3251] learning_rate: 0.043329 loss_vfl: 0.752175 loss_bbox: 0.231781 loss_dfl: 0.159529 loss: 1.171242 eta: 2 days, 12:43:03 batch_cost: 2.1324 data_cost: 0.0011 ips: 13.1309 images/s [11/18 00:08:32] ppdet.engine INFO: Epoch: [69] [ 600/3251] learning_rate: 0.043313 loss_vfl: 0.793741 loss_bbox: 0.264407 loss_dfl: 0.178051 loss: 1.234002 eta: 2 days, 12:42:19 batch_cost: 2.1728 data_cost: 0.0009 ips: 12.8869 images/s [11/18 00:09:18] ppdet.engine INFO: Epoch: [69] [ 620/3251] learning_rate: 0.043297 loss_vfl: 0.750354 loss_bbox: 0.274068 loss_dfl: 0.188231 loss: 1.232885 eta: 2 days, 12:41:35 batch_cost: 2.1945 data_cost: 0.0009 ips: 12.7594 images/s [11/18 00:10:03] ppdet.engine INFO: Epoch: [69] [ 640/3251] learning_rate: 0.043281 loss_vfl: 0.780223 loss_bbox: 0.263769 loss_dfl: 0.183382 loss: 1.203996 eta: 2 days, 12:40:51 batch_cost: 2.1140 data_cost: 0.0010 ips: 13.2449 images/s [11/18 00:10:49] ppdet.engine INFO: Epoch: [69] [ 660/3251] learning_rate: 0.043265 loss_vfl: 0.748937 loss_bbox: 0.258670 loss_dfl: 0.185442 loss: 1.187941 eta: 2 days, 12:40:06 batch_cost: 2.0612 data_cost: 0.0012 ips: 13.5845 images/s [11/18 00:11:35] ppdet.engine INFO: Epoch: [69] [ 680/3251] learning_rate: 0.043249 loss_vfl: 0.756102 loss_bbox: 0.257611 loss_dfl: 0.183297 loss: 1.215247 eta: 2 days, 12:39:23 batch_cost: 2.1906 data_cost: 0.0021 ips: 12.7817 images/s [11/18 00:12:24] ppdet.engine INFO: Epoch: [69] [ 700/3251] learning_rate: 0.043233 loss_vfl: 0.763059 loss_bbox: 0.275322 loss_dfl: 0.176475 loss: 1.203280 eta: 2 days, 12:38:40 batch_cost: 2.2773 data_cost: 0.0118 ips: 12.2951 images/s [11/18 00:13:12] ppdet.engine INFO: Epoch: [69] [ 720/3251] learning_rate: 0.043218 loss_vfl: 0.786936 loss_bbox: 0.252023 loss_dfl: 0.179011 loss: 1.214891 eta: 2 days, 12:37:57 batch_cost: 2.2961 data_cost: 0.0016 ips: 12.1948 images/s [11/18 00:13:59] ppdet.engine INFO: Epoch: [69] [ 740/3251] learning_rate: 0.043202 loss_vfl: 0.769608 loss_bbox: 0.250760 loss_dfl: 0.174098 loss: 1.211739 eta: 2 days, 12:37:14 batch_cost: 2.2393 data_cost: 0.0010 ips: 12.5038 images/s [11/18 00:14:46] ppdet.engine INFO: Epoch: [69] [ 760/3251] learning_rate: 0.043186 loss_vfl: 0.749286 loss_bbox: 0.238877 loss_dfl: 0.165341 loss: 1.171634 eta: 2 days, 12:36:30 batch_cost: 2.1415 data_cost: 0.0009 ips: 13.0748 images/s [11/18 00:15:33] ppdet.engine INFO: Epoch: [69] [ 780/3251] learning_rate: 0.043170 loss_vfl: 0.799281 loss_bbox: 0.250263 loss_dfl: 0.179863 loss: 1.217542 eta: 2 days, 12:35:47 batch_cost: 2.2329 data_cost: 0.0010 ips: 12.5398 images/s [11/18 00:16:21] ppdet.engine INFO: Epoch: [69] [ 800/3251] learning_rate: 0.043154 loss_vfl: 0.770623 loss_bbox: 0.276018 loss_dfl: 0.179846 loss: 1.224339 eta: 2 days, 12:35:04 batch_cost: 2.2854 data_cost: 0.0010 ips: 12.2518 images/s [11/18 00:17:09] ppdet.engine INFO: Epoch: [69] [ 820/3251] learning_rate: 0.043138 loss_vfl: 0.807299 loss_bbox: 0.263165 loss_dfl: 0.171908 loss: 1.217656 eta: 2 days, 12:34:21 batch_cost: 2.2496 data_cost: 0.0011 ips: 12.4465 images/s [11/18 00:17:55] ppdet.engine INFO: Epoch: [69] [ 840/3251] learning_rate: 0.043122 loss_vfl: 0.782608 loss_bbox: 0.265794 loss_dfl: 0.182345 loss: 1.232363 eta: 2 days, 12:33:38 batch_cost: 2.1946 data_cost: 0.0010 ips: 12.7584 images/s [11/18 00:18:41] ppdet.engine INFO: Epoch: [69] [ 860/3251] learning_rate: 0.043106 loss_vfl: 0.775617 loss_bbox: 0.239450 loss_dfl: 0.177084 loss: 1.183851 eta: 2 days, 12:32:54 batch_cost: 2.1280 data_cost: 0.0009 ips: 13.1578 images/s [11/18 00:19:27] ppdet.engine INFO: Epoch: [69] [ 880/3251] learning_rate: 0.043090 loss_vfl: 0.783558 loss_bbox: 0.263524 loss_dfl: 0.177040 loss: 1.211518 eta: 2 days, 12:32:11 batch_cost: 2.2189 data_cost: 0.0009 ips: 12.6189 images/s [11/18 00:20:15] ppdet.engine INFO: Epoch: [69] [ 900/3251] learning_rate: 0.043074 loss_vfl: 0.746486 loss_bbox: 0.246565 loss_dfl: 0.182841 loss: 1.205234 eta: 2 days, 12:31:28 batch_cost: 2.2636 data_cost: 0.0009 ips: 12.3697 images/s [11/18 00:21:03] ppdet.engine INFO: Epoch: [69] [ 920/3251] learning_rate: 0.043059 loss_vfl: 0.780819 loss_bbox: 0.272608 loss_dfl: 0.170206 loss: 1.234014 eta: 2 days, 12:30:44 batch_cost: 2.2219 data_cost: 0.0009 ips: 12.6020 images/s [11/18 00:21:50] ppdet.engine INFO: Epoch: [69] [ 940/3251] learning_rate: 0.043043 loss_vfl: 0.750342 loss_bbox: 0.246950 loss_dfl: 0.187133 loss: 1.176674 eta: 2 days, 12:30:01 batch_cost: 2.1786 data_cost: 0.0011 ips: 12.8523 images/s [11/18 00:22:36] ppdet.engine INFO: Epoch: [69] [ 960/3251] learning_rate: 0.043027 loss_vfl: 0.787652 loss_bbox: 0.313667 loss_dfl: 0.207885 loss: 1.303743 eta: 2 days, 12:29:17 batch_cost: 2.2261 data_cost: 0.0009 ips: 12.5778 images/s [11/18 00:23:22] ppdet.engine INFO: Epoch: [69] [ 980/3251] learning_rate: 0.043011 loss_vfl: 0.782022 loss_bbox: 0.270373 loss_dfl: 0.182547 loss: 1.219837 eta: 2 days, 12:28:34 batch_cost: 2.1758 data_cost: 0.0009 ips: 12.8686 images/s [11/18 00:24:09] ppdet.engine INFO: Epoch: [69] [1000/3251] learning_rate: 0.042995 loss_vfl: 0.786728 loss_bbox: 0.241757 loss_dfl: 0.176946 loss: 1.220266 eta: 2 days, 12:27:51 batch_cost: 2.2546 data_cost: 0.0019 ips: 12.4190 images/s [11/18 00:24:54] ppdet.engine INFO: Epoch: [69] [1020/3251] learning_rate: 0.042979 loss_vfl: 0.774760 loss_bbox: 0.269017 loss_dfl: 0.174897 loss: 1.246386 eta: 2 days, 12:27:07 batch_cost: 2.1113 data_cost: 0.0010 ips: 13.2622 images/s [11/18 00:25:41] ppdet.engine INFO: Epoch: [69] [1040/3251] learning_rate: 0.042963 loss_vfl: 0.756305 loss_bbox: 0.275424 loss_dfl: 0.167826 loss: 1.209659 eta: 2 days, 12:26:23 batch_cost: 2.2156 data_cost: 0.0009 ips: 12.6376 images/s [11/18 00:26:31] ppdet.engine INFO: Epoch: [69] [1060/3251] learning_rate: 0.042947 loss_vfl: 0.783644 loss_bbox: 0.258118 loss_dfl: 0.178493 loss: 1.245948 eta: 2 days, 12:25:41 batch_cost: 2.3246 data_cost: 0.0010 ips: 12.0453 images/s [11/18 00:27:17] ppdet.engine INFO: Epoch: [69] [1080/3251] learning_rate: 0.042932 loss_vfl: 0.748547 loss_bbox: 0.265325 loss_dfl: 0.178646 loss: 1.217641 eta: 2 days, 12:24:57 batch_cost: 2.2041 data_cost: 0.0010 ips: 12.7035 images/s [11/18 00:28:05] ppdet.engine INFO: Epoch: [69] [1100/3251] learning_rate: 0.042916 loss_vfl: 0.777735 loss_bbox: 0.269014 loss_dfl: 0.187126 loss: 1.251893 eta: 2 days, 12:24:15 batch_cost: 2.2698 data_cost: 0.0015 ips: 12.3361 images/s [11/18 00:28:53] ppdet.engine INFO: Epoch: [69] [1120/3251] learning_rate: 0.042900 loss_vfl: 0.757406 loss_bbox: 0.256525 loss_dfl: 0.167903 loss: 1.203538 eta: 2 days, 12:23:32 batch_cost: 2.2621 data_cost: 0.0009 ips: 12.3781 images/s [11/18 00:29:39] ppdet.engine INFO: Epoch: [69] [1140/3251] learning_rate: 0.042884 loss_vfl: 0.769380 loss_bbox: 0.265806 loss_dfl: 0.174327 loss: 1.190339 eta: 2 days, 12:22:48 batch_cost: 2.1870 data_cost: 0.0010 ips: 12.8031 images/s [11/18 00:30:24] ppdet.engine INFO: Epoch: [69] [1160/3251] learning_rate: 0.042868 loss_vfl: 0.744933 loss_bbox: 0.279808 loss_dfl: 0.186075 loss: 1.213005 eta: 2 days, 12:22:03 batch_cost: 2.0666 data_cost: 0.0010 ips: 13.5486 images/s [11/18 00:31:11] ppdet.engine INFO: Epoch: [69] [1180/3251] learning_rate: 0.042852 loss_vfl: 0.766077 loss_bbox: 0.266493 loss_dfl: 0.176814 loss: 1.228444 eta: 2 days, 12:21:20 batch_cost: 2.1798 data_cost: 0.0010 ips: 12.8451 images/s [11/18 00:31:57] ppdet.engine INFO: Epoch: [69] [1200/3251] learning_rate: 0.042836 loss_vfl: 0.790350 loss_bbox: 0.306363 loss_dfl: 0.193459 loss: 1.270872 eta: 2 days, 12:20:36 batch_cost: 2.1538 data_cost: 0.0010 ips: 13.0006 images/s [11/18 00:32:45] ppdet.engine INFO: Epoch: [69] [1220/3251] learning_rate: 0.042821 loss_vfl: 0.805844 loss_bbox: 0.254980 loss_dfl: 0.185632 loss: 1.243440 eta: 2 days, 12:19:54 batch_cost: 2.3337 data_cost: 0.0009 ips: 11.9982 images/s [11/18 00:33:33] ppdet.engine INFO: Epoch: [69] [1240/3251] learning_rate: 0.042805 loss_vfl: 0.774578 loss_bbox: 0.265203 loss_dfl: 0.181160 loss: 1.202118 eta: 2 days, 12:19:11 batch_cost: 2.2482 data_cost: 0.0011 ips: 12.4542 images/s [11/18 00:34:21] ppdet.engine INFO: Epoch: [69] [1260/3251] learning_rate: 0.042789 loss_vfl: 0.776601 loss_bbox: 0.277020 loss_dfl: 0.181529 loss: 1.239012 eta: 2 days, 12:18:27 batch_cost: 2.1372 data_cost: 0.0010 ips: 13.1010 images/s [11/18 00:35:08] ppdet.engine INFO: Epoch: [69] [1280/3251] learning_rate: 0.042773 loss_vfl: 0.774873 loss_bbox: 0.266980 loss_dfl: 0.185595 loss: 1.244273 eta: 2 days, 12:17:43 batch_cost: 2.1473 data_cost: 0.0013 ips: 13.0395 images/s [11/18 00:35:57] ppdet.engine INFO: Epoch: [69] [1300/3251] learning_rate: 0.042757 loss_vfl: 0.779765 loss_bbox: 0.254574 loss_dfl: 0.185651 loss: 1.233210 eta: 2 days, 12:17:00 batch_cost: 2.3367 data_cost: 0.0012 ips: 11.9827 images/s [11/18 00:36:45] ppdet.engine INFO: Epoch: [69] [1320/3251] learning_rate: 0.042741 loss_vfl: 0.775838 loss_bbox: 0.270659 loss_dfl: 0.181458 loss: 1.222542 eta: 2 days, 12:16:18 batch_cost: 2.2938 data_cost: 0.0010 ips: 12.2070 images/s [11/18 00:37:32] ppdet.engine INFO: Epoch: [69] [1340/3251] learning_rate: 0.042725 loss_vfl: 0.783495 loss_bbox: 0.247065 loss_dfl: 0.171418 loss: 1.217516 eta: 2 days, 12:15:34 batch_cost: 2.1879 data_cost: 0.0010 ips: 12.7979 images/s [11/18 00:38:18] ppdet.engine INFO: Epoch: [69] [1360/3251] learning_rate: 0.042710 loss_vfl: 0.781847 loss_bbox: 0.280335 loss_dfl: 0.188620 loss: 1.264796 eta: 2 days, 12:14:50 batch_cost: 2.1649 data_cost: 0.0009 ips: 12.9334 images/s [11/18 00:39:05] ppdet.engine INFO: Epoch: [69] [1380/3251] learning_rate: 0.042694 loss_vfl: 0.751840 loss_bbox: 0.235301 loss_dfl: 0.158317 loss: 1.153643 eta: 2 days, 12:14:07 batch_cost: 2.2139 data_cost: 0.0010 ips: 12.6474 images/s [11/18 00:39:51] ppdet.engine INFO: Epoch: [69] [1400/3251] learning_rate: 0.042678 loss_vfl: 0.759652 loss_bbox: 0.286069 loss_dfl: 0.182833 loss: 1.259370 eta: 2 days, 12:13:23 batch_cost: 2.1859 data_cost: 0.0014 ips: 12.8092 images/s [11/18 00:40:39] ppdet.engine INFO: Epoch: [69] [1420/3251] learning_rate: 0.042662 loss_vfl: 0.787471 loss_bbox: 0.269103 loss_dfl: 0.180607 loss: 1.236660 eta: 2 days, 12:12:40 batch_cost: 2.2442 data_cost: 0.0010 ips: 12.4764 images/s [11/18 00:41:26] ppdet.engine INFO: Epoch: [69] [1440/3251] learning_rate: 0.042646 loss_vfl: 0.749202 loss_bbox: 0.270410 loss_dfl: 0.171620 loss: 1.211895 eta: 2 days, 12:11:57 batch_cost: 2.2026 data_cost: 0.0011 ips: 12.7122 images/s [11/18 00:42:13] ppdet.engine INFO: Epoch: [69] [1460/3251] learning_rate: 0.042630 loss_vfl: 0.767623 loss_bbox: 0.286895 loss_dfl: 0.192227 loss: 1.257241 eta: 2 days, 12:11:13 batch_cost: 2.1727 data_cost: 0.0010 ips: 12.8872 images/s [11/18 00:43:00] ppdet.engine INFO: Epoch: [69] [1480/3251] learning_rate: 0.042615 loss_vfl: 0.778322 loss_bbox: 0.272161 loss_dfl: 0.180431 loss: 1.240494 eta: 2 days, 12:10:30 batch_cost: 2.2558 data_cost: 0.0010 ips: 12.4123 images/s [11/18 00:43:48] ppdet.engine INFO: Epoch: [69] [1500/3251] learning_rate: 0.042599 loss_vfl: 0.787977 loss_bbox: 0.273693 loss_dfl: 0.184989 loss: 1.244519 eta: 2 days, 12:09:47 batch_cost: 2.2226 data_cost: 0.0010 ips: 12.5981 images/s [11/18 00:44:33] ppdet.engine INFO: Epoch: [69] [1520/3251] learning_rate: 0.042583 loss_vfl: 0.792337 loss_bbox: 0.275408 loss_dfl: 0.188860 loss: 1.248857 eta: 2 days, 12:09:03 batch_cost: 2.1740 data_cost: 0.0009 ips: 12.8795 images/s [11/18 00:45:21] ppdet.engine INFO: Epoch: [69] [1540/3251] learning_rate: 0.042567 loss_vfl: 0.763953 loss_bbox: 0.289998 loss_dfl: 0.190482 loss: 1.204376 eta: 2 days, 12:08:19 batch_cost: 2.1390 data_cost: 0.0009 ips: 13.0903 images/s [11/18 00:46:08] ppdet.engine INFO: Epoch: [69] [1560/3251] learning_rate: 0.042551 loss_vfl: 0.760317 loss_bbox: 0.287467 loss_dfl: 0.192659 loss: 1.236623 eta: 2 days, 12:07:36 batch_cost: 2.1947 data_cost: 0.0011 ips: 12.7582 images/s [11/18 00:46:55] ppdet.engine INFO: Epoch: [69] [1580/3251] learning_rate: 0.042535 loss_vfl: 0.753748 loss_bbox: 0.260164 loss_dfl: 0.179879 loss: 1.208732 eta: 2 days, 12:06:53 batch_cost: 2.2485 data_cost: 0.0015 ips: 12.4529 images/s [11/18 00:47:43] ppdet.engine INFO: Epoch: [69] [1600/3251] learning_rate: 0.042520 loss_vfl: 0.775440 loss_bbox: 0.263988 loss_dfl: 0.172004 loss: 1.219944 eta: 2 days, 12:06:10 batch_cost: 2.2567 data_cost: 0.0010 ips: 12.4073 images/s [11/18 00:48:31] ppdet.engine INFO: Epoch: [69] [1620/3251] learning_rate: 0.042504 loss_vfl: 0.776274 loss_bbox: 0.297265 loss_dfl: 0.191257 loss: 1.263410 eta: 2 days, 12:05:27 batch_cost: 2.2523 data_cost: 0.0010 ips: 12.4315 images/s [11/18 00:49:19] ppdet.engine INFO: Epoch: [69] [1640/3251] learning_rate: 0.042488 loss_vfl: 0.772963 loss_bbox: 0.308652 loss_dfl: 0.182127 loss: 1.256520 eta: 2 days, 12:04:44 batch_cost: 2.2934 data_cost: 0.0014 ips: 12.2088 images/s [11/18 00:50:07] ppdet.engine INFO: Epoch: [69] [1660/3251] learning_rate: 0.042472 loss_vfl: 0.768419 loss_bbox: 0.250353 loss_dfl: 0.172304 loss: 1.217939 eta: 2 days, 12:04:01 batch_cost: 2.2541 data_cost: 0.0010 ips: 12.4216 images/s [11/18 00:50:54] ppdet.engine INFO: Epoch: [69] [1680/3251] learning_rate: 0.042456 loss_vfl: 0.772623 loss_bbox: 0.239043 loss_dfl: 0.152250 loss: 1.156680 eta: 2 days, 12:03:18 batch_cost: 2.2334 data_cost: 0.0009 ips: 12.5367 images/s [11/18 00:51:42] ppdet.engine INFO: Epoch: [69] [1700/3251] learning_rate: 0.042441 loss_vfl: 0.773981 loss_bbox: 0.297547 loss_dfl: 0.203986 loss: 1.271285 eta: 2 days, 12:02:34 batch_cost: 2.1917 data_cost: 0.0009 ips: 12.7757 images/s [11/18 00:52:29] ppdet.engine INFO: Epoch: [69] [1720/3251] learning_rate: 0.042425 loss_vfl: 0.773705 loss_bbox: 0.277392 loss_dfl: 0.179819 loss: 1.229335 eta: 2 days, 12:01:52 batch_cost: 2.2699 data_cost: 0.0009 ips: 12.3351 images/s [11/18 00:53:17] ppdet.engine INFO: Epoch: [69] [1740/3251] learning_rate: 0.042409 loss_vfl: 0.774994 loss_bbox: 0.287545 loss_dfl: 0.188959 loss: 1.263319 eta: 2 days, 12:01:08 batch_cost: 2.2369 data_cost: 0.0010 ips: 12.5173 images/s [11/18 00:54:03] ppdet.engine INFO: Epoch: [69] [1760/3251] learning_rate: 0.042393 loss_vfl: 0.748438 loss_bbox: 0.244506 loss_dfl: 0.177966 loss: 1.173866 eta: 2 days, 12:00:24 batch_cost: 2.1236 data_cost: 0.0012 ips: 13.1850 images/s [11/18 00:54:50] ppdet.engine INFO: Epoch: [69] [1780/3251] learning_rate: 0.042377 loss_vfl: 0.780030 loss_bbox: 0.279601 loss_dfl: 0.198795 loss: 1.278656 eta: 2 days, 11:59:41 batch_cost: 2.2553 data_cost: 0.0010 ips: 12.4153 images/s [11/18 00:55:38] ppdet.engine INFO: Epoch: [69] [1800/3251] learning_rate: 0.042362 loss_vfl: 0.775837 loss_bbox: 0.221860 loss_dfl: 0.163008 loss: 1.136347 eta: 2 days, 11:58:58 batch_cost: 2.2718 data_cost: 0.0010 ips: 12.3249 images/s [11/18 00:56:25] ppdet.engine INFO: Epoch: [69] [1820/3251] learning_rate: 0.042346 loss_vfl: 0.767904 loss_bbox: 0.276775 loss_dfl: 0.177093 loss: 1.229900 eta: 2 days, 11:58:15 batch_cost: 2.2415 data_cost: 0.0009 ips: 12.4918 images/s [11/18 00:57:13] ppdet.engine INFO: Epoch: [69] [1840/3251] learning_rate: 0.042330 loss_vfl: 0.769277 loss_bbox: 0.216252 loss_dfl: 0.149492 loss: 1.169672 eta: 2 days, 11:57:32 batch_cost: 2.2344 data_cost: 0.0011 ips: 12.5314 images/s [11/18 00:58:01] ppdet.engine INFO: Epoch: [69] [1860/3251] learning_rate: 0.042314 loss_vfl: 0.762033 loss_bbox: 0.276902 loss_dfl: 0.188060 loss: 1.228241 eta: 2 days, 11:56:49 batch_cost: 2.2144 data_cost: 0.0010 ips: 12.6443 images/s [11/18 00:58:49] ppdet.engine INFO: Epoch: [69] [1880/3251] learning_rate: 0.042298 loss_vfl: 0.792640 loss_bbox: 0.246466 loss_dfl: 0.174391 loss: 1.189890 eta: 2 days, 11:56:06 batch_cost: 2.2926 data_cost: 0.0009 ips: 12.2132 images/s [11/18 00:59:36] ppdet.engine INFO: Epoch: [69] [1900/3251] learning_rate: 0.042283 loss_vfl: 0.756113 loss_bbox: 0.264466 loss_dfl: 0.171571 loss: 1.213908 eta: 2 days, 11:55:22 batch_cost: 2.1173 data_cost: 0.0073 ips: 13.2243 images/s [11/18 01:00:23] ppdet.engine INFO: Epoch: [69] [1920/3251] learning_rate: 0.042267 loss_vfl: 0.764901 loss_bbox: 0.248938 loss_dfl: 0.168749 loss: 1.175872 eta: 2 days, 11:54:39 batch_cost: 2.2400 data_cost: 0.0020 ips: 12.5000 images/s [11/18 01:01:08] ppdet.engine INFO: Epoch: [69] [1940/3251] learning_rate: 0.042251 loss_vfl: 0.768299 loss_bbox: 0.251113 loss_dfl: 0.174963 loss: 1.195355 eta: 2 days, 11:53:55 batch_cost: 2.1825 data_cost: 0.0009 ips: 12.8293 images/s [11/18 01:01:57] ppdet.engine INFO: Epoch: [69] [1960/3251] learning_rate: 0.042235 loss_vfl: 0.790842 loss_bbox: 0.243232 loss_dfl: 0.176361 loss: 1.249465 eta: 2 days, 11:53:12 batch_cost: 2.2770 data_cost: 0.0014 ips: 12.2967 images/s [11/18 01:02:41] ppdet.engine INFO: Epoch: [69] [1980/3251] learning_rate: 0.042220 loss_vfl: 0.784714 loss_bbox: 0.259113 loss_dfl: 0.177301 loss: 1.242873 eta: 2 days, 11:52:28 batch_cost: 2.1145 data_cost: 0.0009 ips: 13.2418 images/s [11/18 01:03:28] ppdet.engine INFO: Epoch: [69] [2000/3251] learning_rate: 0.042204 loss_vfl: 0.778447 loss_bbox: 0.251633 loss_dfl: 0.179860 loss: 1.215944 eta: 2 days, 11:51:45 batch_cost: 2.1917 data_cost: 0.0010 ips: 12.7755 images/s [11/18 01:04:16] ppdet.engine INFO: Epoch: [69] [2020/3251] learning_rate: 0.042188 loss_vfl: 0.753132 loss_bbox: 0.261911 loss_dfl: 0.176346 loss: 1.202908 eta: 2 days, 11:51:01 batch_cost: 2.2209 data_cost: 0.0010 ips: 12.6075 images/s [11/18 01:05:01] ppdet.engine INFO: Epoch: [69] [2040/3251] learning_rate: 0.042172 loss_vfl: 0.780617 loss_bbox: 0.268523 loss_dfl: 0.175051 loss: 1.209425 eta: 2 days, 11:50:17 batch_cost: 2.1091 data_cost: 0.0009 ips: 13.2761 images/s [11/18 01:05:48] ppdet.engine INFO: Epoch: [69] [2060/3251] learning_rate: 0.042156 loss_vfl: 0.786087 loss_bbox: 0.266158 loss_dfl: 0.171260 loss: 1.244028 eta: 2 days, 11:49:33 batch_cost: 2.0994 data_cost: 0.0013 ips: 13.3371 images/s [11/18 01:06:36] ppdet.engine INFO: Epoch: [69] [2080/3251] learning_rate: 0.042141 loss_vfl: 0.766756 loss_bbox: 0.278381 loss_dfl: 0.188109 loss: 1.259360 eta: 2 days, 11:48:50 batch_cost: 2.2460 data_cost: 0.0009 ips: 12.4669 images/s [11/18 01:07:24] ppdet.engine INFO: Epoch: [69] [2100/3251] learning_rate: 0.042125 loss_vfl: 0.758876 loss_bbox: 0.268425 loss_dfl: 0.185881 loss: 1.181737 eta: 2 days, 11:48:07 batch_cost: 2.2953 data_cost: 0.0010 ips: 12.1988 images/s [11/18 01:08:11] ppdet.engine INFO: Epoch: [69] [2120/3251] learning_rate: 0.042109 loss_vfl: 0.782764 loss_bbox: 0.275499 loss_dfl: 0.191105 loss: 1.244869 eta: 2 days, 11:47:24 batch_cost: 2.2143 data_cost: 0.0010 ips: 12.6450 images/s [11/18 01:08:59] ppdet.engine INFO: Epoch: [69] [2140/3251] learning_rate: 0.042093 loss_vfl: 0.751004 loss_bbox: 0.262749 loss_dfl: 0.184318 loss: 1.213651 eta: 2 days, 11:46:41 batch_cost: 2.3396 data_cost: 0.0009 ips: 11.9676 images/s [11/18 01:09:47] ppdet.engine INFO: Epoch: [69] [2160/3251] learning_rate: 0.042078 loss_vfl: 0.788134 loss_bbox: 0.248527 loss_dfl: 0.178396 loss: 1.250402 eta: 2 days, 11:45:58 batch_cost: 2.2435 data_cost: 0.0012 ips: 12.4805 images/s [11/18 01:10:35] ppdet.engine INFO: Epoch: [69] [2180/3251] learning_rate: 0.042062 loss_vfl: 0.787472 loss_bbox: 0.241990 loss_dfl: 0.175575 loss: 1.211838 eta: 2 days, 11:45:15 batch_cost: 2.1980 data_cost: 0.0016 ips: 12.7389 images/s [11/18 01:11:20] ppdet.engine INFO: Epoch: [69] [2200/3251] learning_rate: 0.042046 loss_vfl: 0.774844 loss_bbox: 0.274773 loss_dfl: 0.181021 loss: 1.252662 eta: 2 days, 11:44:31 batch_cost: 2.1415 data_cost: 0.0010 ips: 13.0750 images/s [11/18 01:12:06] ppdet.engine INFO: Epoch: [69] [2220/3251] learning_rate: 0.042030 loss_vfl: 0.770441 loss_bbox: 0.252501 loss_dfl: 0.172176 loss: 1.205859 eta: 2 days, 11:43:45 batch_cost: 1.9504 data_cost: 0.0010 ips: 14.3562 images/s [11/18 01:12:51] ppdet.engine INFO: Epoch: [69] [2240/3251] learning_rate: 0.042015 loss_vfl: 0.788158 loss_bbox: 0.258638 loss_dfl: 0.169029 loss: 1.205301 eta: 2 days, 11:43:01 batch_cost: 2.1279 data_cost: 0.0010 ips: 13.1587 images/s [11/18 01:13:39] ppdet.engine INFO: Epoch: [69] [2260/3251] learning_rate: 0.041999 loss_vfl: 0.776511 loss_bbox: 0.240304 loss_dfl: 0.174310 loss: 1.168493 eta: 2 days, 11:42:18 batch_cost: 2.2580 data_cost: 0.0009 ips: 12.4006 images/s [11/18 01:14:27] ppdet.engine INFO: Epoch: [69] [2280/3251] learning_rate: 0.041983 loss_vfl: 0.804017 loss_bbox: 0.254797 loss_dfl: 0.173921 loss: 1.238584 eta: 2 days, 11:41:35 batch_cost: 2.2818 data_cost: 0.0010 ips: 12.2712 images/s [11/18 01:15:14] ppdet.engine INFO: Epoch: [69] [2300/3251] learning_rate: 0.041967 loss_vfl: 0.788350 loss_bbox: 0.277474 loss_dfl: 0.186459 loss: 1.235564 eta: 2 days, 11:40:52 batch_cost: 2.2322 data_cost: 0.0011 ips: 12.5439 images/s [11/18 01:16:01] ppdet.engine INFO: Epoch: [69] [2320/3251] learning_rate: 0.041952 loss_vfl: 0.791185 loss_bbox: 0.251826 loss_dfl: 0.174472 loss: 1.251088 eta: 2 days, 11:40:08 batch_cost: 2.1771 data_cost: 0.0010 ips: 12.8609 images/s [11/18 01:16:48] ppdet.engine INFO: Epoch: [69] [2340/3251] learning_rate: 0.041936 loss_vfl: 0.732640 loss_bbox: 0.228053 loss_dfl: 0.159584 loss: 1.128104 eta: 2 days, 11:39:25 batch_cost: 2.1902 data_cost: 0.0011 ips: 12.7841 images/s [11/18 01:17:34] ppdet.engine INFO: Epoch: [69] [2360/3251] learning_rate: 0.041920 loss_vfl: 0.765114 loss_bbox: 0.263732 loss_dfl: 0.177001 loss: 1.200958 eta: 2 days, 11:38:40 batch_cost: 2.0727 data_cost: 0.0011 ips: 13.5087 images/s [11/18 01:18:22] ppdet.engine INFO: Epoch: [69] [2380/3251] learning_rate: 0.041904 loss_vfl: 0.777391 loss_bbox: 0.274738 loss_dfl: 0.184504 loss: 1.232755 eta: 2 days, 11:37:58 batch_cost: 2.3016 data_cost: 0.0009 ips: 12.1652 images/s [11/18 01:19:07] ppdet.engine INFO: Epoch: [69] [2400/3251] learning_rate: 0.041889 loss_vfl: 0.765831 loss_bbox: 0.278423 loss_dfl: 0.184188 loss: 1.236632 eta: 2 days, 11:37:13 batch_cost: 2.0905 data_cost: 0.0010 ips: 13.3938 images/s [11/18 01:19:56] ppdet.engine INFO: Epoch: [69] [2420/3251] learning_rate: 0.041873 loss_vfl: 0.778273 loss_bbox: 0.259704 loss_dfl: 0.170090 loss: 1.191333 eta: 2 days, 11:36:31 batch_cost: 2.3360 data_cost: 0.0011 ips: 11.9865 images/s [11/18 01:20:43] ppdet.engine INFO: Epoch: [69] [2440/3251] learning_rate: 0.041857 loss_vfl: 0.774956 loss_bbox: 0.296826 loss_dfl: 0.198913 loss: 1.245971 eta: 2 days, 11:35:47 batch_cost: 2.1450 data_cost: 0.0011 ips: 13.0535 images/s [11/18 01:21:29] ppdet.engine INFO: Epoch: [69] [2460/3251] learning_rate: 0.041842 loss_vfl: 0.764995 loss_bbox: 0.276715 loss_dfl: 0.187459 loss: 1.255432 eta: 2 days, 11:35:03 batch_cost: 2.1865 data_cost: 0.0011 ips: 12.8056 images/s [11/18 01:22:16] ppdet.engine INFO: Epoch: [69] [2480/3251] learning_rate: 0.041826 loss_vfl: 0.777303 loss_bbox: 0.273685 loss_dfl: 0.179457 loss: 1.235451 eta: 2 days, 11:34:19 batch_cost: 2.1334 data_cost: 0.0010 ips: 13.1248 images/s [11/18 01:23:03] ppdet.engine INFO: Epoch: [69] [2500/3251] learning_rate: 0.041810 loss_vfl: 0.769458 loss_bbox: 0.310819 loss_dfl: 0.191884 loss: 1.265424 eta: 2 days, 11:33:36 batch_cost: 2.2272 data_cost: 0.0010 ips: 12.5721 images/s [11/18 01:23:50] ppdet.engine INFO: Epoch: [69] [2520/3251] learning_rate: 0.041794 loss_vfl: 0.778639 loss_bbox: 0.292306 loss_dfl: 0.193686 loss: 1.269374 eta: 2 days, 11:32:53 batch_cost: 2.2122 data_cost: 0.0009 ips: 12.6573 images/s [11/18 01:24:38] ppdet.engine INFO: Epoch: [69] [2540/3251] learning_rate: 0.041779 loss_vfl: 0.782542 loss_bbox: 0.252308 loss_dfl: 0.182520 loss: 1.249394 eta: 2 days, 11:32:10 batch_cost: 2.2930 data_cost: 0.0010 ips: 12.2111 images/s [11/18 01:25:23] ppdet.engine INFO: Epoch: [69] [2560/3251] learning_rate: 0.041763 loss_vfl: 0.769565 loss_bbox: 0.250829 loss_dfl: 0.170554 loss: 1.197618 eta: 2 days, 11:31:26 batch_cost: 2.1642 data_cost: 0.0013 ips: 12.9378 images/s [11/18 01:26:12] ppdet.engine INFO: Epoch: [69] [2580/3251] learning_rate: 0.041747 loss_vfl: 0.759166 loss_bbox: 0.293548 loss_dfl: 0.190087 loss: 1.206011 eta: 2 days, 11:30:44 batch_cost: 2.2733 data_cost: 0.0009 ips: 12.3169 images/s [11/18 01:27:01] ppdet.engine INFO: Epoch: [69] [2600/3251] learning_rate: 0.041732 loss_vfl: 0.801835 loss_bbox: 0.262453 loss_dfl: 0.182561 loss: 1.244326 eta: 2 days, 11:30:01 batch_cost: 2.3411 data_cost: 0.0010 ips: 11.9604 images/s [11/18 01:27:48] ppdet.engine INFO: Epoch: [69] [2620/3251] learning_rate: 0.041716 loss_vfl: 0.757239 loss_bbox: 0.251751 loss_dfl: 0.174393 loss: 1.198985 eta: 2 days, 11:29:18 batch_cost: 2.2473 data_cost: 0.0010 ips: 12.4594 images/s [11/18 01:28:36] ppdet.engine INFO: Epoch: [69] [2640/3251] learning_rate: 0.041700 loss_vfl: 0.764299 loss_bbox: 0.249643 loss_dfl: 0.171834 loss: 1.208916 eta: 2 days, 11:28:35 batch_cost: 2.2685 data_cost: 0.0010 ips: 12.3427 images/s [11/18 01:29:22] ppdet.engine INFO: Epoch: [69] [2660/3251] learning_rate: 0.041684 loss_vfl: 0.775917 loss_bbox: 0.255866 loss_dfl: 0.175295 loss: 1.265278 eta: 2 days, 11:27:52 batch_cost: 2.1802 data_cost: 0.0017 ips: 12.8431 images/s [11/18 01:30:09] ppdet.engine INFO: Epoch: [69] [2680/3251] learning_rate: 0.041669 loss_vfl: 0.780285 loss_bbox: 0.270153 loss_dfl: 0.180290 loss: 1.205198 eta: 2 days, 11:27:09 batch_cost: 2.2633 data_cost: 0.0014 ips: 12.3711 images/s [11/18 01:30:54] ppdet.engine INFO: Epoch: [69] [2700/3251] learning_rate: 0.041653 loss_vfl: 0.808638 loss_bbox: 0.280087 loss_dfl: 0.186291 loss: 1.275534 eta: 2 days, 11:26:25 batch_cost: 2.1330 data_cost: 0.0009 ips: 13.1273 images/s [11/18 01:31:41] ppdet.engine INFO: Epoch: [69] [2720/3251] learning_rate: 0.041637 loss_vfl: 0.766769 loss_bbox: 0.280041 loss_dfl: 0.179985 loss: 1.225422 eta: 2 days, 11:25:41 batch_cost: 2.1858 data_cost: 0.0014 ips: 12.8099 images/s [11/18 01:32:28] ppdet.engine INFO: Epoch: [69] [2740/3251] learning_rate: 0.041622 loss_vfl: 0.777676 loss_bbox: 0.270330 loss_dfl: 0.180031 loss: 1.221176 eta: 2 days, 11:24:58 batch_cost: 2.2451 data_cost: 0.0011 ips: 12.4715 images/s [11/18 01:33:15] ppdet.engine INFO: Epoch: [69] [2760/3251] learning_rate: 0.041606 loss_vfl: 0.784182 loss_bbox: 0.282214 loss_dfl: 0.184790 loss: 1.271005 eta: 2 days, 11:24:15 batch_cost: 2.2374 data_cost: 0.0009 ips: 12.5148 images/s [11/18 01:34:04] ppdet.engine INFO: Epoch: [69] [2780/3251] learning_rate: 0.041590 loss_vfl: 0.783503 loss_bbox: 0.277645 loss_dfl: 0.184213 loss: 1.266250 eta: 2 days, 11:23:33 batch_cost: 2.3420 data_cost: 0.0011 ips: 11.9556 images/s [11/18 01:34:51] ppdet.engine INFO: Epoch: [69] [2800/3251] learning_rate: 0.041575 loss_vfl: 0.767589 loss_bbox: 0.254942 loss_dfl: 0.179064 loss: 1.217033 eta: 2 days, 11:22:49 batch_cost: 2.1778 data_cost: 0.0010 ips: 12.8571 images/s [11/18 01:35:37] ppdet.engine INFO: Epoch: [69] [2820/3251] learning_rate: 0.041559 loss_vfl: 0.757352 loss_bbox: 0.254056 loss_dfl: 0.179071 loss: 1.242423 eta: 2 days, 11:22:05 batch_cost: 2.1368 data_cost: 0.0014 ips: 13.1040 images/s [11/18 01:36:23] ppdet.engine INFO: Epoch: [69] [2840/3251] learning_rate: 0.041543 loss_vfl: 0.761535 loss_bbox: 0.266180 loss_dfl: 0.186835 loss: 1.244057 eta: 2 days, 11:21:22 batch_cost: 2.2291 data_cost: 0.0010 ips: 12.5610 images/s [11/18 01:37:09] ppdet.engine INFO: Epoch: [69] [2860/3251] learning_rate: 0.041528 loss_vfl: 0.761057 loss_bbox: 0.269131 loss_dfl: 0.173966 loss: 1.204939 eta: 2 days, 11:20:38 batch_cost: 2.1551 data_cost: 0.0010 ips: 12.9927 images/s [11/18 01:37:55] ppdet.engine INFO: Epoch: [69] [2880/3251] learning_rate: 0.041512 loss_vfl: 0.774895 loss_bbox: 0.241321 loss_dfl: 0.170106 loss: 1.176865 eta: 2 days, 11:19:54 batch_cost: 2.1692 data_cost: 0.0009 ips: 12.9079 images/s [11/18 01:38:45] ppdet.engine INFO: Epoch: [69] [2900/3251] learning_rate: 0.041496 loss_vfl: 0.802966 loss_bbox: 0.266778 loss_dfl: 0.176584 loss: 1.233806 eta: 2 days, 11:19:12 batch_cost: 2.3345 data_cost: 0.0011 ips: 11.9942 images/s [11/18 01:39:32] ppdet.engine INFO: Epoch: [69] [2920/3251] learning_rate: 0.041481 loss_vfl: 0.805909 loss_bbox: 0.265594 loss_dfl: 0.172197 loss: 1.264286 eta: 2 days, 11:18:28 batch_cost: 2.2035 data_cost: 0.0010 ips: 12.7069 images/s [11/18 01:40:17] ppdet.engine INFO: Epoch: [69] [2940/3251] learning_rate: 0.041465 loss_vfl: 0.765907 loss_bbox: 0.312307 loss_dfl: 0.209863 loss: 1.287280 eta: 2 days, 11:17:44 batch_cost: 2.1031 data_cost: 0.0009 ips: 13.3134 images/s [11/18 01:41:03] ppdet.engine INFO: Epoch: [69] [2960/3251] learning_rate: 0.041449 loss_vfl: 0.773614 loss_bbox: 0.279099 loss_dfl: 0.185174 loss: 1.245677 eta: 2 days, 11:17:00 batch_cost: 2.1356 data_cost: 0.0010 ips: 13.1108 images/s [11/18 01:41:49] ppdet.engine INFO: Epoch: [69] [2980/3251] learning_rate: 0.041434 loss_vfl: 0.790707 loss_bbox: 0.266034 loss_dfl: 0.184339 loss: 1.245239 eta: 2 days, 11:16:15 batch_cost: 2.0334 data_cost: 0.0010 ips: 13.7702 images/s [11/18 01:42:37] ppdet.engine INFO: Epoch: [69] [3000/3251] learning_rate: 0.041418 loss_vfl: 0.785067 loss_bbox: 0.277608 loss_dfl: 0.195609 loss: 1.264417 eta: 2 days, 11:15:32 batch_cost: 2.2880 data_cost: 0.0011 ips: 12.2375 images/s [11/18 01:43:26] ppdet.engine INFO: Epoch: [69] [3020/3251] learning_rate: 0.041402 loss_vfl: 0.802689 loss_bbox: 0.261230 loss_dfl: 0.164732 loss: 1.215741 eta: 2 days, 11:14:50 batch_cost: 2.3329 data_cost: 0.0009 ips: 12.0023 images/s [11/18 01:44:12] ppdet.engine INFO: Epoch: [69] [3040/3251] learning_rate: 0.041387 loss_vfl: 0.766291 loss_bbox: 0.249375 loss_dfl: 0.172365 loss: 1.203934 eta: 2 days, 11:14:06 batch_cost: 2.1540 data_cost: 0.0009 ips: 12.9990 images/s [11/18 01:45:01] ppdet.engine INFO: Epoch: [69] [3060/3251] learning_rate: 0.041371 loss_vfl: 0.784550 loss_bbox: 0.259658 loss_dfl: 0.178758 loss: 1.230566 eta: 2 days, 11:13:23 batch_cost: 2.1862 data_cost: 0.0010 ips: 12.8078 images/s [11/18 01:45:48] ppdet.engine INFO: Epoch: [69] [3080/3251] learning_rate: 0.041355 loss_vfl: 0.755016 loss_bbox: 0.279364 loss_dfl: 0.187643 loss: 1.230299 eta: 2 days, 11:12:39 batch_cost: 2.2096 data_cost: 0.0009 ips: 12.6717 images/s [11/18 01:46:37] ppdet.engine INFO: Epoch: [69] [3100/3251] learning_rate: 0.041340 loss_vfl: 0.777880 loss_bbox: 0.288049 loss_dfl: 0.185433 loss: 1.239074 eta: 2 days, 11:11:57 batch_cost: 2.3182 data_cost: 0.0012 ips: 12.0781 images/s [11/18 01:47:24] ppdet.engine INFO: Epoch: [69] [3120/3251] learning_rate: 0.041324 loss_vfl: 0.749434 loss_bbox: 0.234737 loss_dfl: 0.162593 loss: 1.147606 eta: 2 days, 11:11:13 batch_cost: 2.2002 data_cost: 0.0009 ips: 12.7262 images/s [11/18 01:48:11] ppdet.engine INFO: Epoch: [69] [3140/3251] learning_rate: 0.041308 loss_vfl: 0.756495 loss_bbox: 0.258114 loss_dfl: 0.177314 loss: 1.191030 eta: 2 days, 11:10:30 batch_cost: 2.2107 data_cost: 0.0013 ips: 12.6654 images/s [11/18 01:48:57] ppdet.engine INFO: Epoch: [69] [3160/3251] learning_rate: 0.041293 loss_vfl: 0.766669 loss_bbox: 0.285574 loss_dfl: 0.192217 loss: 1.237425 eta: 2 days, 11:09:46 batch_cost: 2.1993 data_cost: 0.0010 ips: 12.7311 images/s [11/18 01:49:44] ppdet.engine INFO: Epoch: [69] [3180/3251] learning_rate: 0.041277 loss_vfl: 0.775671 loss_bbox: 0.251485 loss_dfl: 0.173976 loss: 1.176301 eta: 2 days, 11:09:03 batch_cost: 2.1862 data_cost: 0.0010 ips: 12.8075 images/s [11/18 01:50:29] ppdet.engine INFO: Epoch: [69] [3200/3251] learning_rate: 0.041261 loss_vfl: 0.779196 loss_bbox: 0.278935 loss_dfl: 0.179274 loss: 1.231371 eta: 2 days, 11:08:19 batch_cost: 2.1590 data_cost: 0.0010 ips: 12.9691 images/s [11/18 01:51:16] ppdet.engine INFO: Epoch: [69] [3220/3251] learning_rate: 0.041246 loss_vfl: 0.771860 loss_bbox: 0.269343 loss_dfl: 0.173196 loss: 1.204470 eta: 2 days, 11:07:35 batch_cost: 2.1029 data_cost: 0.0019 ips: 13.3147 images/s [11/18 01:52:03] ppdet.engine INFO: Epoch: [69] [3240/3251] learning_rate: 0.041230 loss_vfl: 0.783956 loss_bbox: 0.274942 loss_dfl: 0.191746 loss: 1.275086 eta: 2 days, 11:06:52 batch_cost: 2.2608 data_cost: 0.0023 ips: 12.3852 images/s [11/18 01:52:21] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_lcnet_2_5x_640_mainbody [11/18 01:52:21] ppdet.engine INFO: Eval iter: 0 [11/18 01:53:11] ppdet.engine INFO: Eval iter: 100 [11/18 01:53:37] ppdet.engine INFO: Eval iter: 200 [11/18 01:54:05] ppdet.engine INFO: Eval iter: 300 [11/18 01:54:31] ppdet.engine INFO: Eval iter: 400 [11/18 01:54:58] ppdet.engine INFO: Eval iter: 500 [11/18 01:55:25] ppdet.engine INFO: Eval iter: 600 [11/18 01:55:52] ppdet.engine INFO: Eval iter: 700 [11/18 01:56:19] ppdet.engine INFO: Eval iter: 800 [11/18 01:56:46] ppdet.engine INFO: Eval iter: 900 [11/18 01:57:13] ppdet.engine INFO: Eval iter: 1000 [11/18 01:57:40] ppdet.engine INFO: Eval iter: 1100 [11/18 01:58:06] ppdet.engine INFO: Eval iter: 1200 [11/18 01:58:32] ppdet.engine INFO: Eval iter: 1300 [11/18 01:58:59] ppdet.engine INFO: Eval iter: 1400 [11/18 01:59:26] ppdet.engine INFO: Eval iter: 1500 [11/18 01:59:53] ppdet.engine INFO: Eval iter: 1600 [11/18 02:00:19] ppdet.engine INFO: Eval iter: 1700 [11/18 02:00:48] ppdet.engine INFO: Eval iter: 1800 [11/18 02:01:16] ppdet.engine INFO: Eval iter: 1900 [11/18 02:01:43] ppdet.engine INFO: Eval iter: 2000 [11/18 02:02:10] ppdet.engine INFO: Eval iter: 2100 [11/18 02:02:39] ppdet.engine INFO: Eval iter: 2200 [11/18 02:03:07] ppdet.engine INFO: Eval iter: 2300 [11/18 02:04:05] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json. loading annotations into memory... Done (t=1.19s) creating index... index created! [11/18 02:04:07] ppdet.metrics.coco_utils INFO: Start evaluate... Loading and preparing results... DONE (t=15.53s) creating index... index created! Running per image evaluation... Evaluate annotation type *bbox* DONE (t=376.48s). Accumulating evaluation results... DONE (t=34.40s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.405 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.603 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.432 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.227 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.462 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.529 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.085 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.400 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.611 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.368 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.634 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.772 [11/18 02:11:18] ppdet.engine INFO: Total sample number: 19074, averge FPS: 28.450217179446078 [11/18 02:11:18] ppdet.engine INFO: Best test bbox ap is 0.415. [11/18 02:11:19] ppdet.engine INFO: Epoch: [70] [ 0/3251] learning_rate: 0.041221 loss_vfl: 0.783956 loss_bbox: 0.298996 loss_dfl: 0.174028 loss: 1.251930 eta: 2 days, 11:06:22 batch_cost: 1.5147 data_cost: 0.0023 ips: 18.4852 images/s [11/18 02:12:07] ppdet.engine INFO: Epoch: [70] [ 20/3251] learning_rate: 0.041206 loss_vfl: 0.768501 loss_bbox: 0.226652 loss_dfl: 0.157824 loss: 1.150343 eta: 2 days, 11:05:39 batch_cost: 2.2615 data_cost: 0.0012 ips: 12.3812 images/s [11/18 02:12:56] ppdet.engine INFO: Epoch: [70] [ 40/3251] learning_rate: 0.041190 loss_vfl: 0.801906 loss_bbox: 0.254794 loss_dfl: 0.182926 loss: 1.225790 eta: 2 days, 11:04:57 batch_cost: 2.3681 data_cost: 0.0015 ips: 11.8240 images/s [11/18 02:13:43] ppdet.engine INFO: Epoch: [70] [ 60/3251] learning_rate: 0.041175 loss_vfl: 0.764484 loss_bbox: 0.264929 loss_dfl: 0.192828 loss: 1.215655 eta: 2 days, 11:04:14 batch_cost: 2.2559 data_cost: 0.0010 ips: 12.4121 images/s [11/18 02:14:32] ppdet.engine INFO: Epoch: [70] [ 80/3251] learning_rate: 0.041159 loss_vfl: 0.767768 loss_bbox: 0.256406 loss_dfl: 0.179485 loss: 1.186173 eta: 2 days, 11:03:31 batch_cost: 2.2309 data_cost: 0.0011 ips: 12.5512 images/s [11/18 02:15:18] ppdet.engine INFO: Epoch: [70] [ 100/3251] learning_rate: 0.041143 loss_vfl: 0.756409 loss_bbox: 0.268218 loss_dfl: 0.173504 loss: 1.183423 eta: 2 days, 11:02:47 batch_cost: 2.2017 data_cost: 0.0011 ips: 12.7175 images/s [11/18 02:16:07] ppdet.engine INFO: Epoch: [70] [ 120/3251] learning_rate: 0.041128 loss_vfl: 0.795861 loss_bbox: 0.264000 loss_dfl: 0.179357 loss: 1.244246 eta: 2 days, 11:02:04 batch_cost: 2.2879 data_cost: 0.0010 ips: 12.2385 images/s [11/18 02:16:56] ppdet.engine INFO: Epoch: [70] [ 140/3251] learning_rate: 0.041112 loss_vfl: 0.767270 loss_bbox: 0.256816 loss_dfl: 0.178898 loss: 1.238397 eta: 2 days, 11:01:22 batch_cost: 2.3117 data_cost: 0.0011 ips: 12.1125 images/s [11/18 02:17:44] ppdet.engine INFO: Epoch: [70] [ 160/3251] learning_rate: 0.041096 loss_vfl: 0.777536 loss_bbox: 0.283784 loss_dfl: 0.184631 loss: 1.257093 eta: 2 days, 11:00:39 batch_cost: 2.2607 data_cost: 0.0011 ips: 12.3857 images/s [11/18 02:18:31] ppdet.engine INFO: Epoch: [70] [ 180/3251] learning_rate: 0.041081 loss_vfl: 0.757814 loss_bbox: 0.252393 loss_dfl: 0.167952 loss: 1.197090 eta: 2 days, 10:59:55 batch_cost: 2.2101 data_cost: 0.0015 ips: 12.6692 images/s [11/18 02:19:19] ppdet.engine INFO: Epoch: [70] [ 200/3251] learning_rate: 0.041065 loss_vfl: 0.787738 loss_bbox: 0.237662 loss_dfl: 0.166028 loss: 1.223307 eta: 2 days, 10:59:12 batch_cost: 2.2258 data_cost: 0.0010 ips: 12.5799 images/s [11/18 02:20:06] ppdet.engine INFO: Epoch: [70] [ 220/3251] learning_rate: 0.041050 loss_vfl: 0.767359 loss_bbox: 0.226168 loss_dfl: 0.159354 loss: 1.176670 eta: 2 days, 10:58:29 batch_cost: 2.2185 data_cost: 0.0011 ips: 12.6214 images/s [11/18 02:20:52] ppdet.engine INFO: Epoch: [70] [ 240/3251] learning_rate: 0.041034 loss_vfl: 0.770708 loss_bbox: 0.270165 loss_dfl: 0.186133 loss: 1.238862 eta: 2 days, 10:57:45 batch_cost: 2.1559 data_cost: 0.0016 ips: 12.9873 images/s [11/18 02:21:40] ppdet.engine INFO: Epoch: [70] [ 260/3251] learning_rate: 0.041018 loss_vfl: 0.747383 loss_bbox: 0.241569 loss_dfl: 0.167976 loss: 1.193486 eta: 2 days, 10:57:02 batch_cost: 2.2800 data_cost: 0.0012 ips: 12.2805 images/s [11/18 02:22:30] ppdet.engine INFO: Epoch: [70] [ 280/3251] learning_rate: 0.041003 loss_vfl: 0.779949 loss_bbox: 0.280557 loss_dfl: 0.181180 loss: 1.253862 eta: 2 days, 10:56:20 batch_cost: 2.3630 data_cost: 0.0010 ips: 11.8494 images/s [11/18 02:23:17] ppdet.engine INFO: Epoch: [70] [ 300/3251] learning_rate: 0.040987 loss_vfl: 0.771110 loss_bbox: 0.268863 loss_dfl: 0.185507 loss: 1.242072 eta: 2 days, 10:55:37 batch_cost: 2.2151 data_cost: 0.0009 ips: 12.6408 images/s [11/18 02:24:01] ppdet.engine INFO: Epoch: [70] [ 320/3251] learning_rate: 0.040972 loss_vfl: 0.770553 loss_bbox: 0.267267 loss_dfl: 0.180571 loss: 1.203982 eta: 2 days, 10:54:52 batch_cost: 2.0338 data_cost: 0.0011 ips: 13.7675 images/s [11/18 02:24:50] ppdet.engine INFO: Epoch: [70] [ 340/3251] learning_rate: 0.040956 loss_vfl: 0.773834 loss_bbox: 0.233648 loss_dfl: 0.164756 loss: 1.187941 eta: 2 days, 10:54:10 batch_cost: 2.3379 data_cost: 0.0009 ips: 11.9763 images/s [11/18 02:25:38] ppdet.engine INFO: Epoch: [70] [ 360/3251] learning_rate: 0.040940 loss_vfl: 0.766021 loss_bbox: 0.264895 loss_dfl: 0.175762 loss: 1.192446 eta: 2 days, 10:53:26 batch_cost: 2.2461 data_cost: 0.0009 ips: 12.4661 images/s [11/18 02:26:27] ppdet.engine INFO: Epoch: [70] [ 380/3251] learning_rate: 0.040925 loss_vfl: 0.763519 loss_bbox: 0.284487 loss_dfl: 0.190298 loss: 1.237167 eta: 2 days, 10:52:44 batch_cost: 2.2888 data_cost: 0.0012 ips: 12.2333 images/s [11/18 02:27:12] ppdet.engine INFO: Epoch: [70] [ 400/3251] learning_rate: 0.040909 loss_vfl: 0.785559 loss_bbox: 0.257306 loss_dfl: 0.183006 loss: 1.210248 eta: 2 days, 10:52:00 batch_cost: 2.1756 data_cost: 0.0016 ips: 12.8699 images/s [11/18 02:28:01] ppdet.engine INFO: Epoch: [70] [ 420/3251] learning_rate: 0.040894 loss_vfl: 0.769129 loss_bbox: 0.253826 loss_dfl: 0.176037 loss: 1.194148 eta: 2 days, 10:51:18 batch_cost: 2.3211 data_cost: 0.0009 ips: 12.0630 images/s [11/18 02:28:48] ppdet.engine INFO: Epoch: [70] [ 440/3251] learning_rate: 0.040878 loss_vfl: 0.765774 loss_bbox: 0.276345 loss_dfl: 0.184940 loss: 1.228136 eta: 2 days, 10:50:34 batch_cost: 2.1802 data_cost: 0.0009 ips: 12.8427 images/s [11/18 02:29:35] ppdet.engine INFO: Epoch: [70] [ 460/3251] learning_rate: 0.040862 loss_vfl: 0.781239 loss_bbox: 0.265604 loss_dfl: 0.177385 loss: 1.216299 eta: 2 days, 10:49:51 batch_cost: 2.2773 data_cost: 0.0010 ips: 12.2951 images/s [11/18 02:30:23] ppdet.engine INFO: Epoch: [70] [ 480/3251] learning_rate: 0.040847 loss_vfl: 0.761984 loss_bbox: 0.262880 loss_dfl: 0.174770 loss: 1.178037 eta: 2 days, 10:49:08 batch_cost: 2.2454 data_cost: 0.0011 ips: 12.4698 images/s [11/18 02:31:10] ppdet.engine INFO: Epoch: [70] [ 500/3251] learning_rate: 0.040831 loss_vfl: 0.773102 loss_bbox: 0.225016 loss_dfl: 0.166302 loss: 1.159156 eta: 2 days, 10:48:25 batch_cost: 2.2484 data_cost: 0.0012 ips: 12.4536 images/s [11/18 02:32:00] ppdet.engine INFO: Epoch: [70] [ 520/3251] learning_rate: 0.040816 loss_vfl: 0.754248 loss_bbox: 0.261830 loss_dfl: 0.185664 loss: 1.177532 eta: 2 days, 10:47:42 batch_cost: 2.2726 data_cost: 0.0011 ips: 12.3209 images/s [11/18 02:32:50] ppdet.engine INFO: Epoch: [70] [ 540/3251] learning_rate: 0.040800 loss_vfl: 0.780451 loss_bbox: 0.249580 loss_dfl: 0.169678 loss: 1.201137 eta: 2 days, 10:47:00 batch_cost: 2.3825 data_cost: 0.0012 ips: 11.7521 images/s [11/18 02:33:37] ppdet.engine INFO: Epoch: [70] [ 560/3251] learning_rate: 0.040785 loss_vfl: 0.761840 loss_bbox: 0.267544 loss_dfl: 0.177012 loss: 1.195570 eta: 2 days, 10:46:17 batch_cost: 2.1886 data_cost: 0.0010 ips: 12.7938 images/s [11/18 02:34:23] ppdet.engine INFO: Epoch: [70] [ 580/3251] learning_rate: 0.040769 loss_vfl: 0.785138 loss_bbox: 0.254966 loss_dfl: 0.175232 loss: 1.219137 eta: 2 days, 10:45:33 batch_cost: 2.2240 data_cost: 0.0010 ips: 12.5901 images/s [11/18 02:35:10] ppdet.engine INFO: Epoch: [70] [ 600/3251] learning_rate: 0.040753 loss_vfl: 0.784542 loss_bbox: 0.266503 loss_dfl: 0.189393 loss: 1.238124 eta: 2 days, 10:44:50 batch_cost: 2.2004 data_cost: 0.0013 ips: 12.7250 images/s [11/18 02:35:59] ppdet.engine INFO: Epoch: [70] [ 620/3251] learning_rate: 0.040738 loss_vfl: 0.740085 loss_bbox: 0.238796 loss_dfl: 0.167575 loss: 1.165437 eta: 2 days, 10:44:08 batch_cost: 2.3447 data_cost: 0.0010 ips: 11.9420 images/s [11/18 02:36:44] ppdet.engine INFO: Epoch: [70] [ 640/3251] learning_rate: 0.040722 loss_vfl: 0.765390 loss_bbox: 0.240704 loss_dfl: 0.163039 loss: 1.195116 eta: 2 days, 10:43:24 batch_cost: 2.1512 data_cost: 0.0011 ips: 13.0161 images/s [11/18 02:37:32] ppdet.engine INFO: Epoch: [70] [ 660/3251] learning_rate: 0.040707 loss_vfl: 0.773810 loss_bbox: 0.291418 loss_dfl: 0.191080 loss: 1.266716 eta: 2 days, 10:42:41 batch_cost: 2.2596 data_cost: 0.0010 ips: 12.3917 images/s [11/18 02:38:17] ppdet.engine INFO: Epoch: [70] [ 680/3251] learning_rate: 0.040691 loss_vfl: 0.771251 loss_bbox: 0.292754 loss_dfl: 0.197421 loss: 1.273922 eta: 2 days, 10:41:57 batch_cost: 2.1752 data_cost: 0.0010 ips: 12.8722 images/s [11/18 02:39:04] ppdet.engine INFO: Epoch: [70] [ 700/3251] learning_rate: 0.040676 loss_vfl: 0.755002 loss_bbox: 0.269822 loss_dfl: 0.181598 loss: 1.227990 eta: 2 days, 10:41:13 batch_cost: 2.1938 data_cost: 0.0012 ips: 12.7633 images/s [11/18 02:39:51] ppdet.engine INFO: Epoch: [70] [ 720/3251] learning_rate: 0.040660 loss_vfl: 0.758248 loss_bbox: 0.256062 loss_dfl: 0.168750 loss: 1.197182 eta: 2 days, 10:40:30 batch_cost: 2.2005 data_cost: 0.0012 ips: 12.7242 images/s [11/18 02:40:37] ppdet.engine INFO: Epoch: [70] [ 740/3251] learning_rate: 0.040644 loss_vfl: 0.774157 loss_bbox: 0.265281 loss_dfl: 0.187700 loss: 1.226163 eta: 2 days, 10:39:46 batch_cost: 2.1179 data_cost: 0.0018 ips: 13.2209 images/s [11/18 02:41:22] ppdet.engine INFO: Epoch: [70] [ 760/3251] learning_rate: 0.040629 loss_vfl: 0.776546 loss_bbox: 0.282399 loss_dfl: 0.188999 loss: 1.248321 eta: 2 days, 10:39:02 batch_cost: 2.1407 data_cost: 0.0009 ips: 13.0801 images/s [11/18 02:42:07] ppdet.engine INFO: Epoch: [70] [ 780/3251] learning_rate: 0.040613 loss_vfl: 0.763736 loss_bbox: 0.302063 loss_dfl: 0.203721 loss: 1.258516 eta: 2 days, 10:38:17 batch_cost: 2.0842 data_cost: 0.0019 ips: 13.4343 images/s [11/18 02:42:54] ppdet.engine INFO: Epoch: [70] [ 800/3251] learning_rate: 0.040598 loss_vfl: 0.772427 loss_bbox: 0.299707 loss_dfl: 0.196485 loss: 1.273404 eta: 2 days, 10:37:33 batch_cost: 2.1054 data_cost: 0.0013 ips: 13.2989 images/s [11/18 02:43:43] ppdet.engine INFO: Epoch: [70] [ 820/3251] learning_rate: 0.040582 loss_vfl: 0.778800 loss_bbox: 0.253987 loss_dfl: 0.180215 loss: 1.221704 eta: 2 days, 10:36:50 batch_cost: 2.2541 data_cost: 0.0011 ips: 12.4220 images/s [11/18 02:44:29] ppdet.engine INFO: Epoch: [70] [ 840/3251] learning_rate: 0.040567 loss_vfl: 0.755784 loss_bbox: 0.262858 loss_dfl: 0.181463 loss: 1.194173 eta: 2 days, 10:36:06 batch_cost: 2.1622 data_cost: 0.0013 ips: 12.9498 images/s [11/18 02:45:18] ppdet.engine INFO: Epoch: [70] [ 860/3251] learning_rate: 0.040551 loss_vfl: 0.772802 loss_bbox: 0.267315 loss_dfl: 0.186265 loss: 1.201252 eta: 2 days, 10:35:24 batch_cost: 2.2888 data_cost: 0.0012 ips: 12.2334 images/s [11/18 02:46:04] ppdet.engine INFO: Epoch: [70] [ 880/3251] learning_rate: 0.040536 loss_vfl: 0.767781 loss_bbox: 0.275620 loss_dfl: 0.176378 loss: 1.254220 eta: 2 days, 10:34:40 batch_cost: 2.2202 data_cost: 0.0010 ips: 12.6114 images/s [11/18 02:46:52] ppdet.engine INFO: Epoch: [70] [ 900/3251] learning_rate: 0.040520 loss_vfl: 0.763138 loss_bbox: 0.263934 loss_dfl: 0.189661 loss: 1.224600 eta: 2 days, 10:33:57 batch_cost: 2.2657 data_cost: 0.0009 ips: 12.3583 images/s [11/18 02:47:41] ppdet.engine INFO: Epoch: [70] [ 920/3251] learning_rate: 0.040505 loss_vfl: 0.761625 loss_bbox: 0.241213 loss_dfl: 0.178607 loss: 1.188677 eta: 2 days, 10:33:15 batch_cost: 2.3444 data_cost: 0.0010 ips: 11.9434 images/s [11/18 02:48:27] ppdet.engine INFO: Epoch: [70] [ 940/3251] learning_rate: 0.040489 loss_vfl: 0.766590 loss_bbox: 0.274137 loss_dfl: 0.185425 loss: 1.245718 eta: 2 days, 10:32:31 batch_cost: 2.1064 data_cost: 0.0012 ips: 13.2927 images/s [11/18 02:49:14] ppdet.engine INFO: Epoch: [70] [ 960/3251] learning_rate: 0.040473 loss_vfl: 0.768595 loss_bbox: 0.263317 loss_dfl: 0.173672 loss: 1.209867 eta: 2 days, 10:31:48 batch_cost: 2.2575 data_cost: 0.0009 ips: 12.4034 images/s [11/18 02:50:02] ppdet.engine INFO: Epoch: [70] [ 980/3251] learning_rate: 0.040458 loss_vfl: 0.753265 loss_bbox: 0.291858 loss_dfl: 0.208504 loss: 1.288915 eta: 2 days, 10:31:04 batch_cost: 2.2236 data_cost: 0.0009 ips: 12.5924 images/s [11/18 02:50:48] ppdet.engine INFO: Epoch: [70] [1000/3251] learning_rate: 0.040442 loss_vfl: 0.772875 loss_bbox: 0.254920 loss_dfl: 0.185044 loss: 1.215929 eta: 2 days, 10:30:21 batch_cost: 2.1517 data_cost: 0.0010 ips: 13.0130 images/s [11/18 02:51:34] ppdet.engine INFO: Epoch: [70] [1020/3251] learning_rate: 0.040427 loss_vfl: 0.773068 loss_bbox: 0.285578 loss_dfl: 0.194912 loss: 1.264086 eta: 2 days, 10:29:37 batch_cost: 2.2177 data_cost: 0.0013 ips: 12.6259 images/s [11/18 02:52:18] ppdet.engine INFO: Epoch: [70] [1040/3251] learning_rate: 0.040411 loss_vfl: 0.766023 loss_bbox: 0.289877 loss_dfl: 0.187922 loss: 1.245130 eta: 2 days, 10:28:53 batch_cost: 2.1237 data_cost: 0.0009 ips: 13.1846 images/s [11/18 02:53:03] ppdet.engine INFO: Epoch: [70] [1060/3251] learning_rate: 0.040396 loss_vfl: 0.781603 loss_bbox: 0.277147 loss_dfl: 0.170972 loss: 1.223411 eta: 2 days, 10:28:09 batch_cost: 2.0780 data_cost: 0.0010 ips: 13.4746 images/s [11/18 02:53:50] ppdet.engine INFO: Epoch: [70] [1080/3251] learning_rate: 0.040380 loss_vfl: 0.754617 loss_bbox: 0.268657 loss_dfl: 0.190298 loss: 1.201881 eta: 2 days, 10:27:24 batch_cost: 2.0559 data_cost: 0.0012 ips: 13.6192 images/s [11/18 02:54:38] ppdet.engine INFO: Epoch: [70] [1100/3251] learning_rate: 0.040365 loss_vfl: 0.786369 loss_bbox: 0.228101 loss_dfl: 0.157383 loss: 1.179698 eta: 2 days, 10:26:41 batch_cost: 2.2759 data_cost: 0.0009 ips: 12.3027 images/s [11/18 02:55:25] ppdet.engine INFO: Epoch: [70] [1120/3251] learning_rate: 0.040349 loss_vfl: 0.770471 loss_bbox: 0.274569 loss_dfl: 0.177258 loss: 1.230536 eta: 2 days, 10:25:58 batch_cost: 2.2190 data_cost: 0.0009 ips: 12.6182 images/s [11/18 02:56:14] ppdet.engine INFO: Epoch: [70] [1140/3251] learning_rate: 0.040334 loss_vfl: 0.764074 loss_bbox: 0.270917 loss_dfl: 0.190300 loss: 1.223283 eta: 2 days, 10:25:15 batch_cost: 2.3165 data_cost: 0.0011 ips: 12.0875 images/s [11/18 02:57:02] ppdet.engine INFO: Epoch: [70] [1160/3251] learning_rate: 0.040318 loss_vfl: 0.785000 loss_bbox: 0.265958 loss_dfl: 0.185138 loss: 1.223250 eta: 2 days, 10:24:32 batch_cost: 2.2499 data_cost: 0.0012 ips: 12.4450 images/s [11/18 02:57:49] ppdet.engine INFO: Epoch: [70] [1180/3251] learning_rate: 0.040303 loss_vfl: 0.777374 loss_bbox: 0.265493 loss_dfl: 0.181232 loss: 1.234236 eta: 2 days, 10:23:48 batch_cost: 2.1767 data_cost: 0.0014 ips: 12.8636 images/s [11/18 02:58:35] ppdet.engine INFO: Epoch: [70] [1200/3251] learning_rate: 0.040287 loss_vfl: 0.768821 loss_bbox: 0.257768 loss_dfl: 0.182678 loss: 1.240203 eta: 2 days, 10:23:05 batch_cost: 2.1490 data_cost: 0.0009 ips: 13.0291 images/s [11/18 02:59:21] ppdet.engine INFO: Epoch: [70] [1220/3251] learning_rate: 0.040272 loss_vfl: 0.771275 loss_bbox: 0.245013 loss_dfl: 0.170652 loss: 1.186126 eta: 2 days, 10:22:21 batch_cost: 2.1657 data_cost: 0.0010 ips: 12.9286 images/s [11/18 03:00:06] ppdet.engine INFO: Epoch: [70] [1240/3251] learning_rate: 0.040256 loss_vfl: 0.786932 loss_bbox: 0.270261 loss_dfl: 0.187082 loss: 1.240644 eta: 2 days, 10:21:37 batch_cost: 2.1824 data_cost: 0.0010 ips: 12.8300 images/s [11/18 03:00:53] ppdet.engine INFO: Epoch: [70] [1260/3251] learning_rate: 0.040241 loss_vfl: 0.773523 loss_bbox: 0.272102 loss_dfl: 0.181230 loss: 1.220492 eta: 2 days, 10:20:53 batch_cost: 2.1683 data_cost: 0.0010 ips: 12.9133 images/s [11/18 03:01:43] ppdet.engine INFO: Epoch: [70] [1280/3251] learning_rate: 0.040225 loss_vfl: 0.763142 loss_bbox: 0.269619 loss_dfl: 0.175229 loss: 1.228797 eta: 2 days, 10:20:11 batch_cost: 2.3335 data_cost: 0.0009 ips: 11.9994 images/s [11/18 03:02:30] ppdet.engine INFO: Epoch: [70] [1300/3251] learning_rate: 0.040210 loss_vfl: 0.759205 loss_bbox: 0.281928 loss_dfl: 0.186749 loss: 1.213919 eta: 2 days, 10:19:28 batch_cost: 2.2136 data_cost: 0.0010 ips: 12.6492 images/s [11/18 03:03:17] ppdet.engine INFO: Epoch: [70] [1320/3251] learning_rate: 0.040194 loss_vfl: 0.778963 loss_bbox: 0.280173 loss_dfl: 0.196345 loss: 1.247901 eta: 2 days, 10:18:45 batch_cost: 2.2482 data_cost: 0.0012 ips: 12.4542 images/s [11/18 03:04:05] ppdet.engine INFO: Epoch: [70] [1340/3251] learning_rate: 0.040179 loss_vfl: 0.758004 loss_bbox: 0.299068 loss_dfl: 0.203233 loss: 1.263065 eta: 2 days, 10:18:02 batch_cost: 2.2532 data_cost: 0.0009 ips: 12.4266 images/s [11/18 03:04:53] ppdet.engine INFO: Epoch: [70] [1360/3251] learning_rate: 0.040163 loss_vfl: 0.784055 loss_bbox: 0.260627 loss_dfl: 0.194728 loss: 1.220177 eta: 2 days, 10:17:19 batch_cost: 2.3085 data_cost: 0.0011 ips: 12.1292 images/s [11/18 03:05:40] ppdet.engine INFO: Epoch: [70] [1380/3251] learning_rate: 0.040148 loss_vfl: 0.773609 loss_bbox: 0.284647 loss_dfl: 0.192053 loss: 1.218940 eta: 2 days, 10:16:35 batch_cost: 2.1628 data_cost: 0.0010 ips: 12.9460 images/s [11/18 03:06:29] ppdet.engine INFO: Epoch: [70] [1400/3251] learning_rate: 0.040132 loss_vfl: 0.773228 loss_bbox: 0.271454 loss_dfl: 0.180836 loss: 1.249112 eta: 2 days, 10:15:53 batch_cost: 2.3077 data_cost: 0.0009 ips: 12.1334 images/s [11/18 03:07:17] ppdet.engine INFO: Epoch: [70] [1420/3251] learning_rate: 0.040117 loss_vfl: 0.785323 loss_bbox: 0.260896 loss_dfl: 0.176075 loss: 1.238125 eta: 2 days, 10:15:10 batch_cost: 2.2558 data_cost: 0.0010 ips: 12.4122 images/s [11/18 03:08:04] ppdet.engine INFO: Epoch: [70] [1440/3251] learning_rate: 0.040101 loss_vfl: 0.767343 loss_bbox: 0.266440 loss_dfl: 0.183839 loss: 1.220957 eta: 2 days, 10:14:26 batch_cost: 2.2205 data_cost: 0.0010 ips: 12.6097 images/s [11/18 03:08:49] ppdet.engine INFO: Epoch: [70] [1460/3251] learning_rate: 0.040086 loss_vfl: 0.798140 loss_bbox: 0.248804 loss_dfl: 0.175865 loss: 1.251149 eta: 2 days, 10:13:42 batch_cost: 2.0824 data_cost: 0.0010 ips: 13.4460 images/s [11/18 03:09:36] ppdet.engine INFO: Epoch: [70] [1480/3251] learning_rate: 0.040070 loss_vfl: 0.769012 loss_bbox: 0.263936 loss_dfl: 0.170551 loss: 1.178382 eta: 2 days, 10:12:58 batch_cost: 2.1624 data_cost: 0.0009 ips: 12.9485 images/s [11/18 03:10:24] ppdet.engine INFO: Epoch: [70] [1500/3251] learning_rate: 0.040055 loss_vfl: 0.798930 loss_bbox: 0.269031 loss_dfl: 0.186465 loss: 1.238262 eta: 2 days, 10:12:15 batch_cost: 2.2782 data_cost: 0.0014 ips: 12.2905 images/s [11/18 03:11:13] ppdet.engine INFO: Epoch: [70] [1520/3251] learning_rate: 0.040040 loss_vfl: 0.790356 loss_bbox: 0.272177 loss_dfl: 0.180442 loss: 1.234072 eta: 2 days, 10:11:33 batch_cost: 2.3341 data_cost: 0.0010 ips: 11.9959 images/s [11/18 03:11:58] ppdet.engine INFO: Epoch: [70] [1540/3251] learning_rate: 0.040024 loss_vfl: 0.778545 loss_bbox: 0.262997 loss_dfl: 0.180082 loss: 1.208961 eta: 2 days, 10:10:49 batch_cost: 2.1504 data_cost: 0.0010 ips: 13.0207 images/s [11/18 03:12:46] ppdet.engine INFO: Epoch: [70] [1560/3251] learning_rate: 0.040009 loss_vfl: 0.760225 loss_bbox: 0.288085 loss_dfl: 0.203344 loss: 1.248463 eta: 2 days, 10:10:06 batch_cost: 2.2739 data_cost: 0.0010 ips: 12.3136 images/s [11/18 03:13:34] ppdet.engine INFO: Epoch: [70] [1580/3251] learning_rate: 0.039993 loss_vfl: 0.744495 loss_bbox: 0.242263 loss_dfl: 0.167754 loss: 1.177340 eta: 2 days, 10:09:24 batch_cost: 2.3307 data_cost: 0.0011 ips: 12.0137 images/s [11/18 03:14:23] ppdet.engine INFO: Epoch: [70] [1600/3251] learning_rate: 0.039978 loss_vfl: 0.770336 loss_bbox: 0.324093 loss_dfl: 0.208313 loss: 1.297353 eta: 2 days, 10:08:41 batch_cost: 2.3012 data_cost: 0.0009 ips: 12.1675 images/s [11/18 03:15:11] ppdet.engine INFO: Epoch: [70] [1620/3251] learning_rate: 0.039962 loss_vfl: 0.780189 loss_bbox: 0.258777 loss_dfl: 0.181051 loss: 1.214823 eta: 2 days, 10:07:58 batch_cost: 2.2843 data_cost: 0.0010 ips: 12.2577 images/s [11/18 03:15:58] ppdet.engine INFO: Epoch: [70] [1640/3251] learning_rate: 0.039947 loss_vfl: 0.777123 loss_bbox: 0.278722 loss_dfl: 0.183028 loss: 1.248346 eta: 2 days, 10:07:14 batch_cost: 2.1452 data_cost: 0.0011 ips: 13.0526 images/s [11/18 03:16:47] ppdet.engine INFO: Epoch: [70] [1660/3251] learning_rate: 0.039931 loss_vfl: 0.785427 loss_bbox: 0.278755 loss_dfl: 0.186114 loss: 1.243591 eta: 2 days, 10:06:32 batch_cost: 2.3203 data_cost: 0.0013 ips: 12.0676 images/s [11/18 03:17:33] ppdet.engine INFO: Epoch: [70] [1680/3251] learning_rate: 0.039916 loss_vfl: 0.774422 loss_bbox: 0.246058 loss_dfl: 0.172905 loss: 1.212528 eta: 2 days, 10:05:48 batch_cost: 2.1833 data_cost: 0.0012 ips: 12.8245 images/s [11/18 03:18:19] ppdet.engine INFO: Epoch: [70] [1700/3251] learning_rate: 0.039900 loss_vfl: 0.770615 loss_bbox: 0.264690 loss_dfl: 0.181896 loss: 1.218408 eta: 2 days, 10:05:04 batch_cost: 2.1469 data_cost: 0.0010 ips: 13.0420 images/s [11/18 03:19:04] ppdet.engine INFO: Epoch: [70] [1720/3251] learning_rate: 0.039885 loss_vfl: 0.766922 loss_bbox: 0.252330 loss_dfl: 0.168619 loss: 1.187362 eta: 2 days, 10:04:20 batch_cost: 2.0696 data_cost: 0.0010 ips: 13.5289 images/s [11/18 03:19:53] ppdet.engine INFO: Epoch: [70] [1740/3251] learning_rate: 0.039870 loss_vfl: 0.754928 loss_bbox: 0.272843 loss_dfl: 0.195313 loss: 1.235723 eta: 2 days, 10:03:37 batch_cost: 2.2913 data_cost: 0.0034 ips: 12.2200 images/s [11/18 03:20:40] ppdet.engine INFO: Epoch: [70] [1760/3251] learning_rate: 0.039854 loss_vfl: 0.781501 loss_bbox: 0.263020 loss_dfl: 0.171726 loss: 1.222413 eta: 2 days, 10:02:53 batch_cost: 2.2002 data_cost: 0.0009 ips: 12.7260 images/s [11/18 03:21:25] ppdet.engine INFO: Epoch: [70] [1780/3251] learning_rate: 0.039839 loss_vfl: 0.757901 loss_bbox: 0.274417 loss_dfl: 0.183762 loss: 1.221151 eta: 2 days, 10:02:09 batch_cost: 2.0867 data_cost: 0.0010 ips: 13.4182 images/s [11/18 03:22:13] ppdet.engine INFO: Epoch: [70] [1800/3251] learning_rate: 0.039823 loss_vfl: 0.764674 loss_bbox: 0.266280 loss_dfl: 0.185723 loss: 1.214419 eta: 2 days, 10:01:26 batch_cost: 2.2394 data_cost: 0.0011 ips: 12.5032 images/s [11/18 03:23:01] ppdet.engine INFO: Epoch: [70] [1820/3251] learning_rate: 0.039808 loss_vfl: 0.765222 loss_bbox: 0.272856 loss_dfl: 0.184321 loss: 1.210106 eta: 2 days, 10:00:43 batch_cost: 2.2671 data_cost: 0.0010 ips: 12.3504 images/s [11/18 03:23:48] ppdet.engine INFO: Epoch: [70] [1840/3251] learning_rate: 0.039792 loss_vfl: 0.775256 loss_bbox: 0.259631 loss_dfl: 0.176825 loss: 1.225027 eta: 2 days, 9:59:59 batch_cost: 2.1752 data_cost: 0.0009 ips: 12.8722 images/s [11/18 03:24:34] ppdet.engine INFO: Epoch: [70] [1860/3251] learning_rate: 0.039777 loss_vfl: 0.749297 loss_bbox: 0.275332 loss_dfl: 0.184026 loss: 1.237194 eta: 2 days, 9:59:16 batch_cost: 2.1966 data_cost: 0.0010 ips: 12.7467 images/s [11/18 03:25:22] ppdet.engine INFO: Epoch: [70] [1880/3251] learning_rate: 0.039761 loss_vfl: 0.774772 loss_bbox: 0.237687 loss_dfl: 0.165864 loss: 1.188271 eta: 2 days, 9:58:33 batch_cost: 2.3398 data_cost: 0.0009 ips: 11.9670 images/s [11/18 03:26:09] ppdet.engine INFO: Epoch: [70] [1900/3251] learning_rate: 0.039746 loss_vfl: 0.762255 loss_bbox: 0.276907 loss_dfl: 0.186473 loss: 1.208648 eta: 2 days, 9:57:50 batch_cost: 2.1714 data_cost: 0.0012 ips: 12.8946 images/s [11/18 03:26:56] ppdet.engine INFO: Epoch: [70] [1920/3251] learning_rate: 0.039731 loss_vfl: 0.781198 loss_bbox: 0.267440 loss_dfl: 0.182546 loss: 1.204354 eta: 2 days, 9:57:07 batch_cost: 2.2774 data_cost: 0.0010 ips: 12.2949 images/s [11/18 03:27:42] ppdet.engine INFO: Epoch: [70] [1940/3251] learning_rate: 0.039715 loss_vfl: 0.776377 loss_bbox: 0.276585 loss_dfl: 0.187490 loss: 1.220484 eta: 2 days, 9:56:23 batch_cost: 2.1888 data_cost: 0.0010 ips: 12.7926 images/s [11/18 03:28:29] ppdet.engine INFO: Epoch: [70] [1960/3251] learning_rate: 0.039700 loss_vfl: 0.775472 loss_bbox: 0.293172 loss_dfl: 0.180703 loss: 1.237550 eta: 2 days, 9:55:40 batch_cost: 2.1977 data_cost: 0.0015 ips: 12.7408 images/s [11/18 03:29:16] ppdet.engine INFO: Epoch: [70] [1980/3251] learning_rate: 0.039684 loss_vfl: 0.782701 loss_bbox: 0.246802 loss_dfl: 0.160224 loss: 1.193736 eta: 2 days, 9:54:56 batch_cost: 2.1829 data_cost: 0.0011 ips: 12.8272 images/s [11/18 03:30:03] ppdet.engine INFO: Epoch: [70] [2000/3251] learning_rate: 0.039669 loss_vfl: 0.758171 loss_bbox: 0.274738 loss_dfl: 0.186761 loss: 1.236747 eta: 2 days, 9:54:12 batch_cost: 2.1294 data_cost: 0.0010 ips: 13.1493 images/s [11/18 03:30:49] ppdet.engine INFO: Epoch: [70] [2020/3251] learning_rate: 0.039654 loss_vfl: 0.795865 loss_bbox: 0.239745 loss_dfl: 0.169208 loss: 1.181689 eta: 2 days, 9:53:28 batch_cost: 2.1973 data_cost: 0.0009 ips: 12.7430 images/s [11/18 03:31:35] ppdet.engine INFO: Epoch: [70] [2040/3251] learning_rate: 0.039638 loss_vfl: 0.754214 loss_bbox: 0.242652 loss_dfl: 0.168026 loss: 1.205573 eta: 2 days, 9:52:45 batch_cost: 2.2138 data_cost: 0.0013 ips: 12.6477 images/s [11/18 03:32:23] ppdet.engine INFO: Epoch: [70] [2060/3251] learning_rate: 0.039623 loss_vfl: 0.746618 loss_bbox: 0.259183 loss_dfl: 0.171630 loss: 1.182672 eta: 2 days, 9:52:01 batch_cost: 2.1836 data_cost: 0.0009 ips: 12.8227 images/s [11/18 03:33:07] ppdet.engine INFO: Epoch: [70] [2080/3251] learning_rate: 0.039607 loss_vfl: 0.758819 loss_bbox: 0.252386 loss_dfl: 0.169507 loss: 1.177559 eta: 2 days, 9:51:17 batch_cost: 2.0627 data_cost: 0.0009 ips: 13.5744 images/s [11/18 03:33:54] ppdet.engine INFO: Epoch: [70] [2100/3251] learning_rate: 0.039592 loss_vfl: 0.768177 loss_bbox: 0.246284 loss_dfl: 0.173002 loss: 1.198967 eta: 2 days, 9:50:34 batch_cost: 2.2782 data_cost: 0.0011 ips: 12.2905 images/s [11/18 03:34:40] ppdet.engine INFO: Epoch: [70] [2120/3251] learning_rate: 0.039577 loss_vfl: 0.795258 loss_bbox: 0.258143 loss_dfl: 0.179123 loss: 1.221901 eta: 2 days, 9:49:50 batch_cost: 2.1329 data_cost: 0.0010 ips: 13.1278 images/s [11/18 03:35:26] ppdet.engine INFO: Epoch: [70] [2140/3251] learning_rate: 0.039561 loss_vfl: 0.770787 loss_bbox: 0.258288 loss_dfl: 0.184628 loss: 1.235721 eta: 2 days, 9:49:06 batch_cost: 2.1681 data_cost: 0.0009 ips: 12.9144 images/s [11/18 03:36:13] ppdet.engine INFO: Epoch: [70] [2160/3251] learning_rate: 0.039546 loss_vfl: 0.762465 loss_bbox: 0.251270 loss_dfl: 0.171303 loss: 1.173133 eta: 2 days, 9:48:22 batch_cost: 2.1850 data_cost: 0.0014 ips: 12.8149 images/s [11/18 03:37:02] ppdet.engine INFO: Epoch: [70] [2180/3251] learning_rate: 0.039530 loss_vfl: 0.761781 loss_bbox: 0.242356 loss_dfl: 0.174537 loss: 1.179962 eta: 2 days, 9:47:40 batch_cost: 2.2786 data_cost: 0.0011 ips: 12.2880 images/s [11/18 03:37:49] ppdet.engine INFO: Epoch: [70] [2200/3251] learning_rate: 0.039515 loss_vfl: 0.761953 loss_bbox: 0.252181 loss_dfl: 0.169670 loss: 1.186677 eta: 2 days, 9:46:56 batch_cost: 2.2301 data_cost: 0.0011 ips: 12.5552 images/s [11/18 03:38:35] ppdet.engine INFO: Epoch: [70] [2220/3251] learning_rate: 0.039500 loss_vfl: 0.783930 loss_bbox: 0.264852 loss_dfl: 0.178114 loss: 1.217363 eta: 2 days, 9:46:13 batch_cost: 2.1812 data_cost: 0.0009 ips: 12.8370 images/s [11/18 03:39:22] ppdet.engine INFO: Epoch: [70] [2240/3251] learning_rate: 0.039484 loss_vfl: 0.778936 loss_bbox: 0.258122 loss_dfl: 0.178235 loss: 1.219406 eta: 2 days, 9:45:29 batch_cost: 2.2285 data_cost: 0.0009 ips: 12.5647 images/s [11/18 03:40:11] ppdet.engine INFO: Epoch: [70] [2260/3251] learning_rate: 0.039469 loss_vfl: 0.783629 loss_bbox: 0.270743 loss_dfl: 0.189489 loss: 1.231848 eta: 2 days, 9:44:47 batch_cost: 2.3489 data_cost: 0.0009 ips: 11.9203 images/s [11/18 03:40:56] ppdet.engine INFO: Epoch: [70] [2280/3251] learning_rate: 0.039453 loss_vfl: 0.754503 loss_bbox: 0.284184 loss_dfl: 0.179908 loss: 1.208199 eta: 2 days, 9:44:03 batch_cost: 2.1516 data_cost: 0.0009 ips: 13.0134 images/s [11/18 03:41:43] ppdet.engine INFO: Epoch: [70] [2300/3251] learning_rate: 0.039438 loss_vfl: 0.750206 loss_bbox: 0.270824 loss_dfl: 0.173871 loss: 1.244020 eta: 2 days, 9:43:20 batch_cost: 2.2600 data_cost: 0.0010 ips: 12.3894 images/s [11/18 03:42:31] ppdet.engine INFO: Epoch: [70] [2320/3251] learning_rate: 0.039423 loss_vfl: 0.787426 loss_bbox: 0.289401 loss_dfl: 0.181946 loss: 1.274846 eta: 2 days, 9:42:38 batch_cost: 2.2801 data_cost: 0.0010 ips: 12.2801 images/s [11/18 03:43:18] ppdet.engine INFO: Epoch: [70] [2340/3251] learning_rate: 0.039407 loss_vfl: 0.783117 loss_bbox: 0.263632 loss_dfl: 0.179482 loss: 1.231155 eta: 2 days, 9:41:54 batch_cost: 2.2221 data_cost: 0.0009 ips: 12.6006 images/s [11/18 03:44:06] ppdet.engine INFO: Epoch: [70] [2360/3251] learning_rate: 0.039392 loss_vfl: 0.793658 loss_bbox: 0.231928 loss_dfl: 0.166093 loss: 1.191235 eta: 2 days, 9:41:11 batch_cost: 2.2277 data_cost: 0.0010 ips: 12.5688 images/s [11/18 03:44:53] ppdet.engine INFO: Epoch: [70] [2380/3251] learning_rate: 0.039377 loss_vfl: 0.775140 loss_bbox: 0.296459 loss_dfl: 0.193104 loss: 1.258266 eta: 2 days, 9:40:27 batch_cost: 2.2031 data_cost: 0.0010 ips: 12.7091 images/s [11/18 03:45:40] ppdet.engine INFO: Epoch: [70] [2400/3251] learning_rate: 0.039361 loss_vfl: 0.756564 loss_bbox: 0.253991 loss_dfl: 0.172350 loss: 1.182261 eta: 2 days, 9:39:44 batch_cost: 2.1905 data_cost: 0.0010 ips: 12.7826 images/s [11/18 03:46:26] ppdet.engine INFO: Epoch: [70] [2420/3251] learning_rate: 0.039346 loss_vfl: 0.788139 loss_bbox: 0.253269 loss_dfl: 0.177254 loss: 1.198990 eta: 2 days, 9:39:00 batch_cost: 2.1813 data_cost: 0.0009 ips: 12.8364 images/s [11/18 03:47:12] ppdet.engine INFO: Epoch: [70] [2440/3251] learning_rate: 0.039330 loss_vfl: 0.761297 loss_bbox: 0.287027 loss_dfl: 0.196662 loss: 1.251257 eta: 2 days, 9:38:17 batch_cost: 2.2078 data_cost: 0.0013 ips: 12.6824 images/s [11/18 03:48:00] ppdet.engine INFO: Epoch: [70] [2460/3251] learning_rate: 0.039315 loss_vfl: 0.772872 loss_bbox: 0.258016 loss_dfl: 0.181690 loss: 1.206135 eta: 2 days, 9:37:33 batch_cost: 2.2020 data_cost: 0.0009 ips: 12.7154 images/s [11/18 03:48:46] ppdet.engine INFO: Epoch: [70] [2480/3251] learning_rate: 0.039300 loss_vfl: 0.784950 loss_bbox: 0.256426 loss_dfl: 0.179021 loss: 1.212682 eta: 2 days, 9:36:50 batch_cost: 2.1778 data_cost: 0.0009 ips: 12.8567 images/s [11/18 03:49:35] ppdet.engine INFO: Epoch: [70] [2500/3251] learning_rate: 0.039284 loss_vfl: 0.769321 loss_bbox: 0.282565 loss_dfl: 0.189703 loss: 1.275791 eta: 2 days, 9:36:07 batch_cost: 2.3199 data_cost: 0.0009 ips: 12.0696 images/s [11/18 03:50:21] ppdet.engine INFO: Epoch: [70] [2520/3251] learning_rate: 0.039269 loss_vfl: 0.765267 loss_bbox: 0.255548 loss_dfl: 0.179511 loss: 1.235154 eta: 2 days, 9:35:23 batch_cost: 2.1549 data_cost: 0.0012 ips: 12.9938 images/s [11/18 03:51:08] ppdet.engine INFO: Epoch: [70] [2540/3251] learning_rate: 0.039254 loss_vfl: 0.764412 loss_bbox: 0.262531 loss_dfl: 0.173609 loss: 1.210922 eta: 2 days, 9:34:40 batch_cost: 2.2355 data_cost: 0.0011 ips: 12.5252 images/s [11/18 03:51:56] ppdet.engine INFO: Epoch: [70] [2560/3251] learning_rate: 0.039238 loss_vfl: 0.775360 loss_bbox: 0.246103 loss_dfl: 0.164950 loss: 1.215732 eta: 2 days, 9:33:57 batch_cost: 2.2917 data_cost: 0.0011 ips: 12.2179 images/s [11/18 03:52:42] ppdet.engine INFO: Epoch: [70] [2580/3251] learning_rate: 0.039223 loss_vfl: 0.767495 loss_bbox: 0.265225 loss_dfl: 0.178354 loss: 1.229741 eta: 2 days, 9:33:14 batch_cost: 2.1997 data_cost: 0.0009 ips: 12.7290 images/s [11/18 03:53:27] ppdet.engine INFO: Epoch: [70] [2600/3251] learning_rate: 0.039208 loss_vfl: 0.761549 loss_bbox: 0.248492 loss_dfl: 0.176614 loss: 1.224303 eta: 2 days, 9:32:29 batch_cost: 2.0880 data_cost: 0.0010 ips: 13.4100 images/s [11/18 03:54:15] ppdet.engine INFO: Epoch: [70] [2620/3251] learning_rate: 0.039192 loss_vfl: 0.774612 loss_bbox: 0.328911 loss_dfl: 0.221570 loss: 1.323311 eta: 2 days, 9:31:46 batch_cost: 2.2623 data_cost: 0.0014 ips: 12.3769 images/s [11/18 03:55:02] ppdet.engine INFO: Epoch: [70] [2640/3251] learning_rate: 0.039177 loss_vfl: 0.755762 loss_bbox: 0.271858 loss_dfl: 0.187658 loss: 1.213270 eta: 2 days, 9:31:03 batch_cost: 2.1886 data_cost: 0.0010 ips: 12.7937 images/s [11/18 03:55:50] ppdet.engine INFO: Epoch: [70] [2660/3251] learning_rate: 0.039162 loss_vfl: 0.767756 loss_bbox: 0.231152 loss_dfl: 0.171020 loss: 1.172740 eta: 2 days, 9:30:20 batch_cost: 2.2979 data_cost: 0.0009 ips: 12.1853 images/s [11/18 03:56:38] ppdet.engine INFO: Epoch: [70] [2680/3251] learning_rate: 0.039146 loss_vfl: 0.762936 loss_bbox: 0.285837 loss_dfl: 0.195530 loss: 1.235425 eta: 2 days, 9:29:37 batch_cost: 2.2275 data_cost: 0.0010 ips: 12.5701 images/s [11/18 03:57:25] ppdet.engine INFO: Epoch: [70] [2700/3251] learning_rate: 0.039131 loss_vfl: 0.782796 loss_bbox: 0.302654 loss_dfl: 0.210339 loss: 1.262384 eta: 2 days, 9:28:53 batch_cost: 2.2065 data_cost: 0.0010 ips: 12.6899 images/s [11/18 03:58:11] ppdet.engine INFO: Epoch: [70] [2720/3251] learning_rate: 0.039116 loss_vfl: 0.767550 loss_bbox: 0.279238 loss_dfl: 0.179866 loss: 1.228845 eta: 2 days, 9:28:10 batch_cost: 2.2423 data_cost: 0.0009 ips: 12.4871 images/s [11/18 03:58:58] ppdet.engine INFO: Epoch: [70] [2740/3251] learning_rate: 0.039100 loss_vfl: 0.808686 loss_bbox: 0.262417 loss_dfl: 0.182021 loss: 1.230014 eta: 2 days, 9:27:27 batch_cost: 2.2218 data_cost: 0.0009 ips: 12.6026 images/s [11/18 03:59:43] ppdet.engine INFO: Epoch: [70] [2760/3251] learning_rate: 0.039085 loss_vfl: 0.757389 loss_bbox: 0.260197 loss_dfl: 0.184032 loss: 1.246984 eta: 2 days, 9:26:43 batch_cost: 2.1571 data_cost: 0.0011 ips: 12.9803 images/s [11/18 04:00:30] ppdet.engine INFO: Epoch: [70] [2780/3251] learning_rate: 0.039070 loss_vfl: 0.790599 loss_bbox: 0.258932 loss_dfl: 0.180159 loss: 1.226512 eta: 2 days, 9:26:00 batch_cost: 2.2058 data_cost: 0.0014 ips: 12.6936 images/s [11/18 04:01:16] ppdet.engine INFO: Epoch: [70] [2800/3251] learning_rate: 0.039054 loss_vfl: 0.776763 loss_bbox: 0.258291 loss_dfl: 0.169113 loss: 1.224703 eta: 2 days, 9:25:16 batch_cost: 2.2016 data_cost: 0.0013 ips: 12.7180 images/s [11/18 04:02:05] ppdet.engine INFO: Epoch: [70] [2820/3251] learning_rate: 0.039039 loss_vfl: 0.755229 loss_bbox: 0.280516 loss_dfl: 0.187727 loss: 1.216893 eta: 2 days, 9:24:34 batch_cost: 2.3245 data_cost: 0.0010 ips: 12.0456 images/s [11/18 04:02:51] ppdet.engine INFO: Epoch: [70] [2840/3251] learning_rate: 0.039024 loss_vfl: 0.723301 loss_bbox: 0.276827 loss_dfl: 0.189501 loss: 1.218933 eta: 2 days, 9:23:49 batch_cost: 2.0429 data_cost: 0.0011 ips: 13.7063 images/s [11/18 04:03:37] ppdet.engine INFO: Epoch: [70] [2860/3251] learning_rate: 0.039008 loss_vfl: 0.764910 loss_bbox: 0.265491 loss_dfl: 0.183603 loss: 1.228394 eta: 2 days, 9:23:05 batch_cost: 2.1405 data_cost: 0.0012 ips: 13.0809 images/s [11/18 04:04:23] ppdet.engine INFO: Epoch: [70] [2880/3251] learning_rate: 0.038993 loss_vfl: 0.769360 loss_bbox: 0.283858 loss_dfl: 0.177448 loss: 1.226573 eta: 2 days, 9:22:22 batch_cost: 2.2297 data_cost: 0.0016 ips: 12.5578 images/s [11/18 04:05:09] ppdet.engine INFO: Epoch: [70] [2900/3251] learning_rate: 0.038978 loss_vfl: 0.751662 loss_bbox: 0.274087 loss_dfl: 0.179508 loss: 1.211153 eta: 2 days, 9:21:38 batch_cost: 2.1746 data_cost: 0.0011 ips: 12.8762 images/s [11/18 04:05:54] ppdet.engine INFO: Epoch: [70] [2920/3251] learning_rate: 0.038962 loss_vfl: 0.755016 loss_bbox: 0.286449 loss_dfl: 0.184168 loss: 1.240108 eta: 2 days, 9:20:53 batch_cost: 2.0556 data_cost: 0.0010 ips: 13.6211 images/s [11/18 04:06:43] ppdet.engine INFO: Epoch: [70] [2940/3251] learning_rate: 0.038947 loss_vfl: 0.767396 loss_bbox: 0.270297 loss_dfl: 0.182791 loss: 1.214003 eta: 2 days, 9:20:11 batch_cost: 2.2920 data_cost: 0.0010 ips: 12.2166 images/s [11/18 04:07:31] ppdet.engine INFO: Epoch: [70] [2960/3251] learning_rate: 0.038932 loss_vfl: 0.772962 loss_bbox: 0.299871 loss_dfl: 0.195488 loss: 1.262260 eta: 2 days, 9:19:28 batch_cost: 2.2988 data_cost: 0.0010 ips: 12.1801 images/s [11/18 04:08:17] ppdet.engine INFO: Epoch: [70] [2980/3251] learning_rate: 0.038916 loss_vfl: 0.763911 loss_bbox: 0.296928 loss_dfl: 0.189678 loss: 1.245255 eta: 2 days, 9:18:44 batch_cost: 2.1729 data_cost: 0.0010 ips: 12.8862 images/s [11/18 04:09:05] ppdet.engine INFO: Epoch: [70] [3000/3251] learning_rate: 0.038901 loss_vfl: 0.763019 loss_bbox: 0.251431 loss_dfl: 0.177578 loss: 1.201421 eta: 2 days, 9:18:01 batch_cost: 2.2326 data_cost: 0.0013 ips: 12.5412 images/s [11/18 04:09:49] ppdet.engine INFO: Epoch: [70] [3020/3251] learning_rate: 0.038886 loss_vfl: 0.755203 loss_bbox: 0.259361 loss_dfl: 0.184463 loss: 1.206659 eta: 2 days, 9:17:17 batch_cost: 2.0961 data_cost: 0.0009 ips: 13.3583 images/s [11/18 04:10:37] ppdet.engine INFO: Epoch: [70] [3040/3251] learning_rate: 0.038871 loss_vfl: 0.781483 loss_bbox: 0.263927 loss_dfl: 0.181465 loss: 1.221379 eta: 2 days, 9:16:33 batch_cost: 2.2236 data_cost: 0.0010 ips: 12.5923 images/s [11/18 04:11:24] ppdet.engine INFO: Epoch: [70] [3060/3251] learning_rate: 0.038855 loss_vfl: 0.743108 loss_bbox: 0.234711 loss_dfl: 0.164522 loss: 1.150932 eta: 2 days, 9:15:50 batch_cost: 2.2089 data_cost: 0.0014 ips: 12.6760 images/s [11/18 04:12:13] ppdet.engine INFO: Epoch: [70] [3080/3251] learning_rate: 0.038840 loss_vfl: 0.782526 loss_bbox: 0.272948 loss_dfl: 0.189349 loss: 1.240278 eta: 2 days, 9:15:07 batch_cost: 2.2931 data_cost: 0.0122 ips: 12.2105 images/s [11/18 04:12:59] ppdet.engine INFO: Epoch: [70] [3100/3251] learning_rate: 0.038825 loss_vfl: 0.780652 loss_bbox: 0.244745 loss_dfl: 0.168533 loss: 1.198840 eta: 2 days, 9:14:24 batch_cost: 2.1881 data_cost: 0.0013 ips: 12.7963 images/s [11/18 04:13:47] ppdet.engine INFO: Epoch: [70] [3120/3251] learning_rate: 0.038809 loss_vfl: 0.803813 loss_bbox: 0.280387 loss_dfl: 0.186311 loss: 1.278641 eta: 2 days, 9:13:41 batch_cost: 2.3181 data_cost: 0.0009 ips: 12.0788 images/s [11/18 04:14:31] ppdet.engine INFO: Epoch: [70] [3140/3251] learning_rate: 0.038794 loss_vfl: 0.797597 loss_bbox: 0.271372 loss_dfl: 0.186894 loss: 1.274454 eta: 2 days, 9:12:56 batch_cost: 2.0373 data_cost: 0.0010 ips: 13.7436 images/s [11/18 04:15:19] ppdet.engine INFO: Epoch: [70] [3160/3251] learning_rate: 0.038779 loss_vfl: 0.784035 loss_bbox: 0.238964 loss_dfl: 0.168268 loss: 1.229846 eta: 2 days, 9:12:14 batch_cost: 2.3162 data_cost: 0.0009 ips: 12.0890 images/s [11/18 04:16:06] ppdet.engine INFO: Epoch: [70] [3180/3251] learning_rate: 0.038764 loss_vfl: 0.769676 loss_bbox: 0.269873 loss_dfl: 0.186691 loss: 1.240998 eta: 2 days, 9:11:30 batch_cost: 2.1398 data_cost: 0.0014 ips: 13.0853 images/s [11/18 04:16:56] ppdet.engine INFO: Epoch: [70] [3200/3251] learning_rate: 0.038748 loss_vfl: 0.768968 loss_bbox: 0.248032 loss_dfl: 0.177998 loss: 1.181332 eta: 2 days, 9:10:47 batch_cost: 2.3447 data_cost: 0.0010 ips: 11.9417 images/s [11/18 04:17:41] ppdet.engine INFO: Epoch: [70] [3220/3251] learning_rate: 0.038733 loss_vfl: 0.769980 loss_bbox: 0.277794 loss_dfl: 0.191433 loss: 1.240706 eta: 2 days, 9:10:03 batch_cost: 2.1265 data_cost: 0.0015 ips: 13.1669 images/s [11/18 04:18:26] ppdet.engine INFO: Epoch: [70] [3240/3251] learning_rate: 0.038718 loss_vfl: 0.766787 loss_bbox: 0.245930 loss_dfl: 0.168221 loss: 1.213709 eta: 2 days, 9:09:19 batch_cost: 2.1221 data_cost: 0.0022 ips: 13.1943 images/s [11/18 04:19:07] ppdet.engine INFO: Epoch: [71] [ 0/3251] learning_rate: 0.038709 loss_vfl: 0.768218 loss_bbox: 0.239536 loss_dfl: 0.171632 loss: 1.198946 eta: 2 days, 9:08:58 batch_cost: 2.3918 data_cost: 0.4718 ips: 11.7068 images/s [11/18 04:20:00] ppdet.engine INFO: Epoch: [71] [ 20/3251] learning_rate: 0.038694 loss_vfl: 0.764490 loss_bbox: 0.276697 loss_dfl: 0.176453 loss: 1.222557 eta: 2 days, 9:08:16 batch_cost: 2.4620 data_cost: 0.0009 ips: 11.3729 images/s [11/18 04:20:47] ppdet.engine INFO: Epoch: [71] [ 40/3251] learning_rate: 0.038679 loss_vfl: 0.777338 loss_bbox: 0.280107 loss_dfl: 0.189190 loss: 1.260676 eta: 2 days, 9:07:33 batch_cost: 2.2849 data_cost: 0.0011 ips: 12.2541 images/s [11/18 04:21:35] ppdet.engine INFO: Epoch: [71] [ 60/3251] learning_rate: 0.038663 loss_vfl: 0.779779 loss_bbox: 0.311943 loss_dfl: 0.201637 loss: 1.252777 eta: 2 days, 9:06:50 batch_cost: 2.2423 data_cost: 0.0013 ips: 12.4869 images/s [11/18 04:22:23] ppdet.engine INFO: Epoch: [71] [ 80/3251] learning_rate: 0.038648 loss_vfl: 0.760363 loss_bbox: 0.293030 loss_dfl: 0.193755 loss: 1.255687 eta: 2 days, 9:06:07 batch_cost: 2.2834 data_cost: 0.0010 ips: 12.2624 images/s [11/18 04:23:12] ppdet.engine INFO: Epoch: [71] [ 100/3251] learning_rate: 0.038633 loss_vfl: 0.760319 loss_bbox: 0.274974 loss_dfl: 0.181718 loss: 1.247190 eta: 2 days, 9:05:25 batch_cost: 2.3199 data_cost: 0.0010 ips: 12.0696 images/s [11/18 04:23:58] ppdet.engine INFO: Epoch: [71] [ 120/3251] learning_rate: 0.038618 loss_vfl: 0.766423 loss_bbox: 0.250930 loss_dfl: 0.165656 loss: 1.195480 eta: 2 days, 9:04:41 batch_cost: 2.1760 data_cost: 0.0009 ips: 12.8679 images/s [11/18 04:24:45] ppdet.engine INFO: Epoch: [71] [ 140/3251] learning_rate: 0.038602 loss_vfl: 0.784558 loss_bbox: 0.265591 loss_dfl: 0.177646 loss: 1.209255 eta: 2 days, 9:03:58 batch_cost: 2.2389 data_cost: 0.0010 ips: 12.5062 images/s [11/18 04:25:33] ppdet.engine INFO: Epoch: [71] [ 160/3251] learning_rate: 0.038587 loss_vfl: 0.768095 loss_bbox: 0.288477 loss_dfl: 0.187245 loss: 1.242409 eta: 2 days, 9:03:15 batch_cost: 2.2851 data_cost: 0.0009 ips: 12.2535 images/s [11/18 04:26:22] ppdet.engine INFO: Epoch: [71] [ 180/3251] learning_rate: 0.038572 loss_vfl: 0.781102 loss_bbox: 0.286698 loss_dfl: 0.196508 loss: 1.252374 eta: 2 days, 9:02:32 batch_cost: 2.2860 data_cost: 0.0010 ips: 12.2486 images/s [11/18 04:27:09] ppdet.engine INFO: Epoch: [71] [ 200/3251] learning_rate: 0.038557 loss_vfl: 0.784084 loss_bbox: 0.279181 loss_dfl: 0.188444 loss: 1.228020 eta: 2 days, 9:01:49 batch_cost: 2.2526 data_cost: 0.0009 ips: 12.4299 images/s [11/18 04:27:57] ppdet.engine INFO: Epoch: [71] [ 220/3251] learning_rate: 0.038541 loss_vfl: 0.766916 loss_bbox: 0.282214 loss_dfl: 0.180110 loss: 1.252453 eta: 2 days, 9:01:06 batch_cost: 2.2169 data_cost: 0.0011 ips: 12.6303 images/s [11/18 04:28:44] ppdet.engine INFO: Epoch: [71] [ 240/3251] learning_rate: 0.038526 loss_vfl: 0.773212 loss_bbox: 0.262993 loss_dfl: 0.180620 loss: 1.213017 eta: 2 days, 9:00:23 batch_cost: 2.2237 data_cost: 0.0010 ips: 12.5917 images/s [11/18 04:29:32] ppdet.engine INFO: Epoch: [71] [ 260/3251] learning_rate: 0.038511 loss_vfl: 0.760933 loss_bbox: 0.225715 loss_dfl: 0.155261 loss: 1.157491 eta: 2 days, 8:59:40 batch_cost: 2.2584 data_cost: 0.0010 ips: 12.3980 images/s [11/18 04:30:21] ppdet.engine INFO: Epoch: [71] [ 280/3251] learning_rate: 0.038496 loss_vfl: 0.793906 loss_bbox: 0.275188 loss_dfl: 0.181643 loss: 1.238205 eta: 2 days, 8:58:58 batch_cost: 2.3690 data_cost: 0.0010 ips: 11.8192 images/s [11/18 04:31:06] ppdet.engine INFO: Epoch: [71] [ 300/3251] learning_rate: 0.038480 loss_vfl: 0.791709 loss_bbox: 0.296865 loss_dfl: 0.206021 loss: 1.253099 eta: 2 days, 8:58:13 batch_cost: 2.1015 data_cost: 0.0009 ips: 13.3237 images/s [11/18 04:31:52] ppdet.engine INFO: Epoch: [71] [ 320/3251] learning_rate: 0.038465 loss_vfl: 0.749896 loss_bbox: 0.263521 loss_dfl: 0.179415 loss: 1.226072 eta: 2 days, 8:57:30 batch_cost: 2.1984 data_cost: 0.0010 ips: 12.7365 images/s [11/18 04:32:39] ppdet.engine INFO: Epoch: [71] [ 340/3251] learning_rate: 0.038450 loss_vfl: 0.767113 loss_bbox: 0.269221 loss_dfl: 0.181773 loss: 1.244333 eta: 2 days, 8:56:46 batch_cost: 2.1776 data_cost: 0.0010 ips: 12.8585 images/s [11/18 04:33:27] ppdet.engine INFO: Epoch: [71] [ 360/3251] learning_rate: 0.038435 loss_vfl: 0.764415 loss_bbox: 0.270449 loss_dfl: 0.170141 loss: 1.231537 eta: 2 days, 8:56:03 batch_cost: 2.1953 data_cost: 0.0010 ips: 12.7546 images/s [11/18 04:34:14] ppdet.engine INFO: Epoch: [71] [ 380/3251] learning_rate: 0.038420 loss_vfl: 0.758277 loss_bbox: 0.291893 loss_dfl: 0.190440 loss: 1.245999 eta: 2 days, 8:55:19 batch_cost: 2.2147 data_cost: 0.0011 ips: 12.6431 images/s [11/18 04:35:02] ppdet.engine INFO: Epoch: [71] [ 400/3251] learning_rate: 0.038404 loss_vfl: 0.770434 loss_bbox: 0.244783 loss_dfl: 0.168802 loss: 1.175651 eta: 2 days, 8:54:37 batch_cost: 2.3241 data_cost: 0.0009 ips: 12.0478 images/s [11/18 04:35:47] ppdet.engine INFO: Epoch: [71] [ 420/3251] learning_rate: 0.038389 loss_vfl: 0.788976 loss_bbox: 0.289730 loss_dfl: 0.182283 loss: 1.231264 eta: 2 days, 8:53:53 batch_cost: 2.1501 data_cost: 0.0010 ips: 13.0227 images/s [11/18 04:36:33] ppdet.engine INFO: Epoch: [71] [ 440/3251] learning_rate: 0.038374 loss_vfl: 0.756932 loss_bbox: 0.235048 loss_dfl: 0.171752 loss: 1.158161 eta: 2 days, 8:53:08 batch_cost: 2.0815 data_cost: 0.0010 ips: 13.4521 images/s [11/18 04:37:20] ppdet.engine INFO: Epoch: [71] [ 460/3251] learning_rate: 0.038359 loss_vfl: 0.763890 loss_bbox: 0.263760 loss_dfl: 0.173530 loss: 1.182690 eta: 2 days, 8:52:25 batch_cost: 2.2130 data_cost: 0.0009 ips: 12.6526 images/s [11/18 04:38:07] ppdet.engine INFO: Epoch: [71] [ 480/3251] learning_rate: 0.038343 loss_vfl: 0.759622 loss_bbox: 0.277215 loss_dfl: 0.185730 loss: 1.230444 eta: 2 days, 8:51:42 batch_cost: 2.2856 data_cost: 0.0010 ips: 12.2507 images/s [11/18 04:38:55] ppdet.engine INFO: Epoch: [71] [ 500/3251] learning_rate: 0.038328 loss_vfl: 0.750380 loss_bbox: 0.276160 loss_dfl: 0.177104 loss: 1.230912 eta: 2 days, 8:50:59 batch_cost: 2.2789 data_cost: 0.0015 ips: 12.2866 images/s [11/18 04:39:41] ppdet.engine INFO: Epoch: [71] [ 520/3251] learning_rate: 0.038313 loss_vfl: 0.769350 loss_bbox: 0.271715 loss_dfl: 0.176162 loss: 1.219309 eta: 2 days, 8:50:15 batch_cost: 2.1289 data_cost: 0.0015 ips: 13.1525 images/s [11/18 04:40:31] ppdet.engine INFO: Epoch: [71] [ 540/3251] learning_rate: 0.038298 loss_vfl: 0.765515 loss_bbox: 0.286957 loss_dfl: 0.188230 loss: 1.270056 eta: 2 days, 8:49:33 batch_cost: 2.3439 data_cost: 0.0116 ips: 11.9459 images/s [11/18 04:41:18] ppdet.engine INFO: Epoch: [71] [ 560/3251] learning_rate: 0.038283 loss_vfl: 0.745048 loss_bbox: 0.251641 loss_dfl: 0.171418 loss: 1.204981 eta: 2 days, 8:48:49 batch_cost: 2.1758 data_cost: 0.0009 ips: 12.8685 images/s [11/18 04:42:04] ppdet.engine INFO: Epoch: [71] [ 580/3251] learning_rate: 0.038267 loss_vfl: 0.777654 loss_bbox: 0.259542 loss_dfl: 0.167968 loss: 1.203957 eta: 2 days, 8:48:05 batch_cost: 2.1476 data_cost: 0.0048 ips: 13.0378 images/s [11/18 04:42:53] ppdet.engine INFO: Epoch: [71] [ 600/3251] learning_rate: 0.038252 loss_vfl: 0.772740 loss_bbox: 0.301523 loss_dfl: 0.202798 loss: 1.252873 eta: 2 days, 8:47:23 batch_cost: 2.3224 data_cost: 0.0010 ips: 12.0566 images/s [11/18 04:43:40] ppdet.engine INFO: Epoch: [71] [ 620/3251] learning_rate: 0.038237 loss_vfl: 0.754879 loss_bbox: 0.280429 loss_dfl: 0.180785 loss: 1.237609 eta: 2 days, 8:46:39 batch_cost: 2.2118 data_cost: 0.0010 ips: 12.6594 images/s [11/18 04:44:27] ppdet.engine INFO: Epoch: [71] [ 640/3251] learning_rate: 0.038222 loss_vfl: 0.771467 loss_bbox: 0.263220 loss_dfl: 0.193278 loss: 1.190867 eta: 2 days, 8:45:56 batch_cost: 2.2059 data_cost: 0.0011 ips: 12.6931 images/s [11/18 04:45:12] ppdet.engine INFO: Epoch: [71] [ 660/3251] learning_rate: 0.038207 loss_vfl: 0.758770 loss_bbox: 0.229511 loss_dfl: 0.177370 loss: 1.189833 eta: 2 days, 8:45:12 batch_cost: 2.1599 data_cost: 0.0009 ips: 12.9635 images/s [11/18 04:45:57] ppdet.engine INFO: Epoch: [71] [ 680/3251] learning_rate: 0.038191 loss_vfl: 0.769443 loss_bbox: 0.277133 loss_dfl: 0.202652 loss: 1.250693 eta: 2 days, 8:44:28 batch_cost: 2.1190 data_cost: 0.0009 ips: 13.2138 images/s [11/18 04:46:44] ppdet.engine INFO: Epoch: [71] [ 700/3251] learning_rate: 0.038176 loss_vfl: 0.781690 loss_bbox: 0.260281 loss_dfl: 0.178511 loss: 1.203235 eta: 2 days, 8:43:44 batch_cost: 2.1571 data_cost: 0.0009 ips: 12.9803 images/s [11/18 04:47:33] ppdet.engine INFO: Epoch: [71] [ 720/3251] learning_rate: 0.038161 loss_vfl: 0.778151 loss_bbox: 0.244423 loss_dfl: 0.176419 loss: 1.206386 eta: 2 days, 8:43:01 batch_cost: 2.2741 data_cost: 0.0010 ips: 12.3128 images/s [11/18 04:48:20] ppdet.engine INFO: Epoch: [71] [ 740/3251] learning_rate: 0.038146 loss_vfl: 0.759976 loss_bbox: 0.259555 loss_dfl: 0.186924 loss: 1.190199 eta: 2 days, 8:42:18 batch_cost: 2.2132 data_cost: 0.0010 ips: 12.6513 images/s [11/18 04:49:06] ppdet.engine INFO: Epoch: [71] [ 760/3251] learning_rate: 0.038131 loss_vfl: 0.735088 loss_bbox: 0.298451 loss_dfl: 0.194939 loss: 1.220365 eta: 2 days, 8:41:34 batch_cost: 2.2164 data_cost: 0.0009 ips: 12.6329 images/s [11/18 04:49:56] ppdet.engine INFO: Epoch: [71] [ 780/3251] learning_rate: 0.038115 loss_vfl: 0.760383 loss_bbox: 0.240272 loss_dfl: 0.186691 loss: 1.204068 eta: 2 days, 8:40:52 batch_cost: 2.3095 data_cost: 0.0010 ips: 12.1238 images/s [11/18 04:50:40] ppdet.engine INFO: Epoch: [71] [ 800/3251] learning_rate: 0.038100 loss_vfl: 0.767123 loss_bbox: 0.250645 loss_dfl: 0.175276 loss: 1.196339 eta: 2 days, 8:40:07 batch_cost: 2.0398 data_cost: 0.0010 ips: 13.7267 images/s [11/18 04:51:26] ppdet.engine INFO: Epoch: [71] [ 820/3251] learning_rate: 0.038085 loss_vfl: 0.798066 loss_bbox: 0.261323 loss_dfl: 0.183622 loss: 1.240294 eta: 2 days, 8:39:23 batch_cost: 2.1935 data_cost: 0.0012 ips: 12.7650 images/s [11/18 04:52:14] ppdet.engine INFO: Epoch: [71] [ 840/3251] learning_rate: 0.038070 loss_vfl: 0.774069 loss_bbox: 0.270713 loss_dfl: 0.195001 loss: 1.225096 eta: 2 days, 8:38:40 batch_cost: 2.1898 data_cost: 0.0010 ips: 12.7866 images/s [11/18 04:52:59] ppdet.engine INFO: Epoch: [71] [ 860/3251] learning_rate: 0.038055 loss_vfl: 0.786561 loss_bbox: 0.275541 loss_dfl: 0.180679 loss: 1.253958 eta: 2 days, 8:37:55 batch_cost: 2.0853 data_cost: 0.0010 ips: 13.4271 images/s [11/18 04:53:47] ppdet.engine INFO: Epoch: [71] [ 880/3251] learning_rate: 0.038040 loss_vfl: 0.738073 loss_bbox: 0.235946 loss_dfl: 0.157226 loss: 1.114781 eta: 2 days, 8:37:12 batch_cost: 2.2558 data_cost: 0.0010 ips: 12.4125 images/s [11/18 04:54:33] ppdet.engine INFO: Epoch: [71] [ 900/3251] learning_rate: 0.038024 loss_vfl: 0.781328 loss_bbox: 0.257599 loss_dfl: 0.169609 loss: 1.199672 eta: 2 days, 8:36:28 batch_cost: 2.1506 data_cost: 0.0010 ips: 13.0195 images/s [11/18 04:55:21] ppdet.engine INFO: Epoch: [71] [ 920/3251] learning_rate: 0.038009 loss_vfl: 0.785254 loss_bbox: 0.254380 loss_dfl: 0.175271 loss: 1.227123 eta: 2 days, 8:35:46 batch_cost: 2.2924 data_cost: 0.0011 ips: 12.2142 images/s [11/18 04:56:07] ppdet.engine INFO: Epoch: [71] [ 940/3251] learning_rate: 0.037994 loss_vfl: 0.766669 loss_bbox: 0.224516 loss_dfl: 0.157973 loss: 1.204998 eta: 2 days, 8:35:01 batch_cost: 2.1299 data_cost: 0.0012 ips: 13.1462 images/s [11/18 04:56:56] ppdet.engine INFO: Epoch: [71] [ 960/3251] learning_rate: 0.037979 loss_vfl: 0.776397 loss_bbox: 0.271113 loss_dfl: 0.186692 loss: 1.231446 eta: 2 days, 8:34:19 batch_cost: 2.2990 data_cost: 0.0010 ips: 12.1795 images/s [11/18 04:57:47] ppdet.engine INFO: Epoch: [71] [ 980/3251] learning_rate: 0.037964 loss_vfl: 0.780463 loss_bbox: 0.288443 loss_dfl: 0.178972 loss: 1.227500 eta: 2 days, 8:33:36 batch_cost: 2.3262 data_cost: 0.0016 ips: 12.0366 images/s [11/18 04:58:35] ppdet.engine INFO: Epoch: [71] [1000/3251] learning_rate: 0.037949 loss_vfl: 0.808560 loss_bbox: 0.273346 loss_dfl: 0.168032 loss: 1.229439 eta: 2 days, 8:32:54 batch_cost: 2.3219 data_cost: 0.0010 ips: 12.0593 images/s [11/18 04:59:21] ppdet.engine INFO: Epoch: [71] [1020/3251] learning_rate: 0.037933 loss_vfl: 0.763345 loss_bbox: 0.295071 loss_dfl: 0.197026 loss: 1.244274 eta: 2 days, 8:32:10 batch_cost: 2.2134 data_cost: 0.0016 ips: 12.6501 images/s [11/18 05:00:10] ppdet.engine INFO: Epoch: [71] [1040/3251] learning_rate: 0.037918 loss_vfl: 0.775328 loss_bbox: 0.237346 loss_dfl: 0.161768 loss: 1.178735 eta: 2 days, 8:31:27 batch_cost: 2.2203 data_cost: 0.0015 ips: 12.6109 images/s [11/18 05:00:55] ppdet.engine INFO: Epoch: [71] [1060/3251] learning_rate: 0.037903 loss_vfl: 0.766647 loss_bbox: 0.265500 loss_dfl: 0.179433 loss: 1.205852 eta: 2 days, 8:30:43 batch_cost: 2.1484 data_cost: 0.0012 ips: 13.0327 images/s [11/18 05:01:41] ppdet.engine INFO: Epoch: [71] [1080/3251] learning_rate: 0.037888 loss_vfl: 0.747131 loss_bbox: 0.258628 loss_dfl: 0.164665 loss: 1.204563 eta: 2 days, 8:29:59 batch_cost: 2.1028 data_cost: 0.0011 ips: 13.3158 images/s [11/18 05:02:27] ppdet.engine INFO: Epoch: [71] [1100/3251] learning_rate: 0.037873 loss_vfl: 0.758359 loss_bbox: 0.261348 loss_dfl: 0.187121 loss: 1.219493 eta: 2 days, 8:29:15 batch_cost: 2.1928 data_cost: 0.0010 ips: 12.7692 images/s [11/18 05:03:14] ppdet.engine INFO: Epoch: [71] [1120/3251] learning_rate: 0.037858 loss_vfl: 0.765969 loss_bbox: 0.289259 loss_dfl: 0.186403 loss: 1.226256 eta: 2 days, 8:28:32 batch_cost: 2.2032 data_cost: 0.0014 ips: 12.7088 images/s [11/18 05:04:00] ppdet.engine INFO: Epoch: [71] [1140/3251] learning_rate: 0.037843 loss_vfl: 0.792767 loss_bbox: 0.261004 loss_dfl: 0.173440 loss: 1.243422 eta: 2 days, 8:27:48 batch_cost: 2.2210 data_cost: 0.0011 ips: 12.6069 images/s [11/18 05:04:47] ppdet.engine INFO: Epoch: [71] [1160/3251] learning_rate: 0.037827 loss_vfl: 0.755104 loss_bbox: 0.258725 loss_dfl: 0.174123 loss: 1.214844 eta: 2 days, 8:27:05 batch_cost: 2.2545 data_cost: 0.0009 ips: 12.4196 images/s [11/18 05:05:36] ppdet.engine INFO: Epoch: [71] [1180/3251] learning_rate: 0.037812 loss_vfl: 0.768729 loss_bbox: 0.293864 loss_dfl: 0.210071 loss: 1.258298 eta: 2 days, 8:26:22 batch_cost: 2.2797 data_cost: 0.0010 ips: 12.2822 images/s [11/18 05:06:23] ppdet.engine INFO: Epoch: [71] [1200/3251] learning_rate: 0.037797 loss_vfl: 0.751041 loss_bbox: 0.257731 loss_dfl: 0.185964 loss: 1.205089 eta: 2 days, 8:25:39 batch_cost: 2.2408 data_cost: 0.0010 ips: 12.4954 images/s [11/18 05:07:08] ppdet.engine INFO: Epoch: [71] [1220/3251] learning_rate: 0.037782 loss_vfl: 0.760056 loss_bbox: 0.265845 loss_dfl: 0.183439 loss: 1.225755 eta: 2 days, 8:24:56 batch_cost: 2.1795 data_cost: 0.0011 ips: 12.8472 images/s [11/18 05:07:55] ppdet.engine INFO: Epoch: [71] [1240/3251] learning_rate: 0.037767 loss_vfl: 0.769463 loss_bbox: 0.271844 loss_dfl: 0.189841 loss: 1.253102 eta: 2 days, 8:24:12 batch_cost: 2.1404 data_cost: 0.0011 ips: 13.0817 images/s [11/18 05:08:43] ppdet.engine INFO: Epoch: [71] [1260/3251] learning_rate: 0.037752 loss_vfl: 0.780678 loss_bbox: 0.267881 loss_dfl: 0.187312 loss: 1.243656 eta: 2 days, 8:23:29 batch_cost: 2.3239 data_cost: 0.0010 ips: 12.0489 images/s [11/18 05:09:30] ppdet.engine INFO: Epoch: [71] [1280/3251] learning_rate: 0.037737 loss_vfl: 0.785841 loss_bbox: 0.272461 loss_dfl: 0.178455 loss: 1.249941 eta: 2 days, 8:22:45 batch_cost: 2.1556 data_cost: 0.0010 ips: 12.9896 images/s [11/18 05:10:15] ppdet.engine INFO: Epoch: [71] [1300/3251] learning_rate: 0.037722 loss_vfl: 0.755880 loss_bbox: 0.248083 loss_dfl: 0.169347 loss: 1.176240 eta: 2 days, 8:22:01 batch_cost: 2.1529 data_cost: 0.0010 ips: 13.0055 images/s [11/18 05:11:03] ppdet.engine INFO: Epoch: [71] [1320/3251] learning_rate: 0.037706 loss_vfl: 0.778826 loss_bbox: 0.242920 loss_dfl: 0.175133 loss: 1.216884 eta: 2 days, 8:21:18 batch_cost: 2.1947 data_cost: 0.0009 ips: 12.7582 images/s [11/18 05:11:49] ppdet.engine INFO: Epoch: [71] [1340/3251] learning_rate: 0.037691 loss_vfl: 0.779573 loss_bbox: 0.265158 loss_dfl: 0.177553 loss: 1.249403 eta: 2 days, 8:20:34 batch_cost: 2.1777 data_cost: 0.0010 ips: 12.8578 images/s [11/18 05:12:37] ppdet.engine INFO: Epoch: [71] [1360/3251] learning_rate: 0.037676 loss_vfl: 0.757732 loss_bbox: 0.265251 loss_dfl: 0.178939 loss: 1.186228 eta: 2 days, 8:19:51 batch_cost: 2.2912 data_cost: 0.0021 ips: 12.2205 images/s [11/18 05:13:25] ppdet.engine INFO: Epoch: [71] [1380/3251] learning_rate: 0.037661 loss_vfl: 0.767136 loss_bbox: 0.287852 loss_dfl: 0.198607 loss: 1.241839 eta: 2 days, 8:19:09 batch_cost: 2.2950 data_cost: 0.0017 ips: 12.2005 images/s [11/18 05:14:14] ppdet.engine INFO: Epoch: [71] [1400/3251] learning_rate: 0.037646 loss_vfl: 0.759516 loss_bbox: 0.270517 loss_dfl: 0.181311 loss: 1.227573 eta: 2 days, 8:18:26 batch_cost: 2.3408 data_cost: 0.0010 ips: 11.9620 images/s [11/18 05:15:02] ppdet.engine INFO: Epoch: [71] [1420/3251] learning_rate: 0.037631 loss_vfl: 0.766039 loss_bbox: 0.251121 loss_dfl: 0.172263 loss: 1.197443 eta: 2 days, 8:17:43 batch_cost: 2.2945 data_cost: 0.0011 ips: 12.2033 images/s [11/18 05:15:47] ppdet.engine INFO: Epoch: [71] [1440/3251] learning_rate: 0.037616 loss_vfl: 0.785519 loss_bbox: 0.263055 loss_dfl: 0.182389 loss: 1.223688 eta: 2 days, 8:16:59 batch_cost: 2.1086 data_cost: 0.0010 ips: 13.2788 images/s [11/18 05:16:32] ppdet.engine INFO: Epoch: [71] [1460/3251] learning_rate: 0.037601 loss_vfl: 0.785254 loss_bbox: 0.295585 loss_dfl: 0.205778 loss: 1.273268 eta: 2 days, 8:16:15 batch_cost: 2.1463 data_cost: 0.0010 ips: 13.0459 images/s [11/18 05:17:22] ppdet.engine INFO: Epoch: [71] [1480/3251] learning_rate: 0.037586 loss_vfl: 0.789606 loss_bbox: 0.255088 loss_dfl: 0.172458 loss: 1.242722 eta: 2 days, 8:15:33 batch_cost: 2.3473 data_cost: 0.0010 ips: 11.9288 images/s [11/18 05:18:10] ppdet.engine INFO: Epoch: [71] [1500/3251] learning_rate: 0.037570 loss_vfl: 0.760352 loss_bbox: 0.261390 loss_dfl: 0.181848 loss: 1.202925 eta: 2 days, 8:14:50 batch_cost: 2.3169 data_cost: 0.0010 ips: 12.0851 images/s [11/18 05:18:58] ppdet.engine INFO: Epoch: [71] [1520/3251] learning_rate: 0.037555 loss_vfl: 0.773419 loss_bbox: 0.269521 loss_dfl: 0.182252 loss: 1.249172 eta: 2 days, 8:14:07 batch_cost: 2.2395 data_cost: 0.0010 ips: 12.5029 images/s [11/18 05:19:49] ppdet.engine INFO: Epoch: [71] [1540/3251] learning_rate: 0.037540 loss_vfl: 0.764128 loss_bbox: 0.289085 loss_dfl: 0.169172 loss: 1.249045 eta: 2 days, 8:13:25 batch_cost: 2.3871 data_cost: 0.0009 ips: 11.7296 images/s [11/18 05:20:34] ppdet.engine INFO: Epoch: [71] [1560/3251] learning_rate: 0.037525 loss_vfl: 0.760390 loss_bbox: 0.226327 loss_dfl: 0.167710 loss: 1.185529 eta: 2 days, 8:12:41 batch_cost: 2.1775 data_cost: 0.0010 ips: 12.8588 images/s [11/18 05:21:20] ppdet.engine INFO: Epoch: [71] [1580/3251] learning_rate: 0.037510 loss_vfl: 0.743434 loss_bbox: 0.271847 loss_dfl: 0.183090 loss: 1.193977 eta: 2 days, 8:11:57 batch_cost: 2.1351 data_cost: 0.0011 ips: 13.1142 images/s [11/18 05:22:06] ppdet.engine INFO: Epoch: [71] [1600/3251] learning_rate: 0.037495 loss_vfl: 0.788045 loss_bbox: 0.262222 loss_dfl: 0.178439 loss: 1.242834 eta: 2 days, 8:11:14 batch_cost: 2.1978 data_cost: 0.0009 ips: 12.7402 images/s [11/18 05:22:53] ppdet.engine INFO: Epoch: [71] [1620/3251] learning_rate: 0.037480 loss_vfl: 0.772420 loss_bbox: 0.265963 loss_dfl: 0.181477 loss: 1.229793 eta: 2 days, 8:10:30 batch_cost: 2.1790 data_cost: 0.0010 ips: 12.8498 images/s [11/18 05:23:39] ppdet.engine INFO: Epoch: [71] [1640/3251] learning_rate: 0.037465 loss_vfl: 0.770673 loss_bbox: 0.250831 loss_dfl: 0.168828 loss: 1.189103 eta: 2 days, 8:09:46 batch_cost: 2.1613 data_cost: 0.0012 ips: 12.9551 images/s [11/18 05:24:27] ppdet.engine INFO: Epoch: [71] [1660/3251] learning_rate: 0.037450 loss_vfl: 0.784322 loss_bbox: 0.232859 loss_dfl: 0.166700 loss: 1.212898 eta: 2 days, 8:09:03 batch_cost: 2.2747 data_cost: 0.0009 ips: 12.3095 images/s [11/18 05:25:13] ppdet.engine INFO: Epoch: [71] [1680/3251] learning_rate: 0.037435 loss_vfl: 0.763207 loss_bbox: 0.263101 loss_dfl: 0.184811 loss: 1.240555 eta: 2 days, 8:08:19 batch_cost: 2.1332 data_cost: 0.0009 ips: 13.1257 images/s [11/18 05:26:01] ppdet.engine INFO: Epoch: [71] [1700/3251] learning_rate: 0.037420 loss_vfl: 0.767786 loss_bbox: 0.260066 loss_dfl: 0.177749 loss: 1.239263 eta: 2 days, 8:07:36 batch_cost: 2.2620 data_cost: 0.0010 ips: 12.3783 images/s [11/18 05:26:46] ppdet.engine INFO: Epoch: [71] [1720/3251] learning_rate: 0.037404 loss_vfl: 0.775206 loss_bbox: 0.276787 loss_dfl: 0.183217 loss: 1.230232 eta: 2 days, 8:06:52 batch_cost: 2.1147 data_cost: 0.0010 ips: 13.2407 images/s [11/18 05:27:33] ppdet.engine INFO: Epoch: [71] [1740/3251] learning_rate: 0.037389 loss_vfl: 0.762098 loss_bbox: 0.265426 loss_dfl: 0.160249 loss: 1.193357 eta: 2 days, 8:06:09 batch_cost: 2.2270 data_cost: 0.0010 ips: 12.5731 images/s [11/18 05:28:19] ppdet.engine INFO: Epoch: [71] [1760/3251] learning_rate: 0.037374 loss_vfl: 0.749807 loss_bbox: 0.262710 loss_dfl: 0.185799 loss: 1.202504 eta: 2 days, 8:05:26 batch_cost: 2.2312 data_cost: 0.0010 ips: 12.5494 images/s [11/18 05:29:07] ppdet.engine INFO: Epoch: [71] [1780/3251] learning_rate: 0.037359 loss_vfl: 0.756712 loss_bbox: 0.250600 loss_dfl: 0.168565 loss: 1.232591 eta: 2 days, 8:04:43 batch_cost: 2.2869 data_cost: 0.0012 ips: 12.2435 images/s [11/18 05:29:54] ppdet.engine INFO: Epoch: [71] [1800/3251] learning_rate: 0.037344 loss_vfl: 0.775902 loss_bbox: 0.261716 loss_dfl: 0.175790 loss: 1.219062 eta: 2 days, 8:03:59 batch_cost: 2.2045 data_cost: 0.0013 ips: 12.7015 images/s [11/18 05:30:41] ppdet.engine INFO: Epoch: [71] [1820/3251] learning_rate: 0.037329 loss_vfl: 0.775677 loss_bbox: 0.316337 loss_dfl: 0.206622 loss: 1.280448 eta: 2 days, 8:03:16 batch_cost: 2.1769 data_cost: 0.0010 ips: 12.8626 images/s Corrupt JPEG data: 33378 extraneous bytes before marker 0xe2 [11/18 05:31:28] ppdet.engine INFO: Epoch: [71] [1840/3251] learning_rate: 0.037314 loss_vfl: 0.775040 loss_bbox: 0.246033 loss_dfl: 0.170589 loss: 1.219929 eta: 2 days, 8:02:32 batch_cost: 2.2401 data_cost: 0.0012 ips: 12.4995 images/s [11/18 05:32:15] ppdet.engine INFO: Epoch: [71] [1860/3251] learning_rate: 0.037299 loss_vfl: 0.757529 loss_bbox: 0.245638 loss_dfl: 0.165828 loss: 1.170647 eta: 2 days, 8:01:49 batch_cost: 2.2065 data_cost: 0.0010 ips: 12.6899 images/s [11/18 05:33:01] ppdet.engine INFO: Epoch: [71] [1880/3251] learning_rate: 0.037284 loss_vfl: 0.764819 loss_bbox: 0.263280 loss_dfl: 0.177368 loss: 1.221246 eta: 2 days, 8:01:05 batch_cost: 2.1976 data_cost: 0.0010 ips: 12.7414 images/s [11/18 05:33:47] ppdet.engine INFO: Epoch: [71] [1900/3251] learning_rate: 0.037269 loss_vfl: 0.772292 loss_bbox: 0.267493 loss_dfl: 0.189423 loss: 1.198009 eta: 2 days, 8:00:22 batch_cost: 2.1903 data_cost: 0.0010 ips: 12.7838 images/s [11/18 05:34:33] ppdet.engine INFO: Epoch: [71] [1920/3251] learning_rate: 0.037254 loss_vfl: 0.770178 loss_bbox: 0.268977 loss_dfl: 0.189476 loss: 1.262671 eta: 2 days, 7:59:38 batch_cost: 2.1896 data_cost: 0.0013 ips: 12.7879 images/s [11/18 05:35:20] ppdet.engine INFO: Epoch: [71] [1940/3251] learning_rate: 0.037239 loss_vfl: 0.801934 loss_bbox: 0.256692 loss_dfl: 0.173013 loss: 1.237981 eta: 2 days, 7:58:55 batch_cost: 2.2223 data_cost: 0.0011 ips: 12.5994 images/s [11/18 05:36:08] ppdet.engine INFO: Epoch: [71] [1960/3251] learning_rate: 0.037224 loss_vfl: 0.789871 loss_bbox: 0.261028 loss_dfl: 0.174374 loss: 1.225051 eta: 2 days, 7:58:11 batch_cost: 2.1842 data_cost: 0.0014 ips: 12.8194 images/s [11/18 05:36:56] ppdet.engine INFO: Epoch: [71] [1980/3251] learning_rate: 0.037209 loss_vfl: 0.752027 loss_bbox: 0.244748 loss_dfl: 0.170243 loss: 1.185486 eta: 2 days, 7:57:28 batch_cost: 2.2574 data_cost: 0.0011 ips: 12.4039 images/s [11/18 05:37:43] ppdet.engine INFO: Epoch: [71] [2000/3251] learning_rate: 0.037194 loss_vfl: 0.771859 loss_bbox: 0.266845 loss_dfl: 0.172814 loss: 1.214793 eta: 2 days, 7:56:44 batch_cost: 2.1363 data_cost: 0.0009 ips: 13.1071 images/s [11/18 05:38:29] ppdet.engine INFO: Epoch: [71] [2020/3251] learning_rate: 0.037179 loss_vfl: 0.779814 loss_bbox: 0.271167 loss_dfl: 0.184343 loss: 1.226509 eta: 2 days, 7:56:01 batch_cost: 2.2145 data_cost: 0.0010 ips: 12.6442 images/s [11/18 05:39:17] ppdet.engine INFO: Epoch: [71] [2040/3251] learning_rate: 0.037164 loss_vfl: 0.753547 loss_bbox: 0.280577 loss_dfl: 0.186773 loss: 1.217100 eta: 2 days, 7:55:18 batch_cost: 2.2561 data_cost: 0.0009 ips: 12.4106 images/s [11/18 05:40:05] ppdet.engine INFO: Epoch: [71] [2060/3251] learning_rate: 0.037149 loss_vfl: 0.778546 loss_bbox: 0.282195 loss_dfl: 0.204542 loss: 1.271451 eta: 2 days, 7:54:35 batch_cost: 2.3009 data_cost: 0.0011 ips: 12.1690 images/s [11/18 05:40:53] ppdet.engine INFO: Epoch: [71] [2080/3251] learning_rate: 0.037134 loss_vfl: 0.767231 loss_bbox: 0.247816 loss_dfl: 0.177827 loss: 1.194632 eta: 2 days, 7:53:52 batch_cost: 2.2218 data_cost: 0.0009 ips: 12.6023 images/s [11/18 05:41:41] ppdet.engine INFO: Epoch: [71] [2100/3251] learning_rate: 0.037119 loss_vfl: 0.771267 loss_bbox: 0.295521 loss_dfl: 0.199477 loss: 1.268564 eta: 2 days, 7:53:09 batch_cost: 2.2634 data_cost: 0.0018 ips: 12.3706 images/s [11/18 05:42:27] ppdet.engine INFO: Epoch: [71] [2120/3251] learning_rate: 0.037104 loss_vfl: 0.784403 loss_bbox: 0.258810 loss_dfl: 0.177329 loss: 1.221865 eta: 2 days, 7:52:25 batch_cost: 2.2100 data_cost: 0.0015 ips: 12.6697 images/s [11/18 05:43:14] ppdet.engine INFO: Epoch: [71] [2140/3251] learning_rate: 0.037088 loss_vfl: 0.767418 loss_bbox: 0.273228 loss_dfl: 0.183161 loss: 1.257875 eta: 2 days, 7:51:42 batch_cost: 2.1864 data_cost: 0.0013 ips: 12.8066 images/s [11/18 05:44:00] ppdet.engine INFO: Epoch: [71] [2160/3251] learning_rate: 0.037073 loss_vfl: 0.762192 loss_bbox: 0.273712 loss_dfl: 0.192125 loss: 1.219222 eta: 2 days, 7:50:58 batch_cost: 2.1741 data_cost: 0.0013 ips: 12.8790 images/s [11/18 05:44:47] ppdet.engine INFO: Epoch: [71] [2180/3251] learning_rate: 0.037058 loss_vfl: 0.761731 loss_bbox: 0.283764 loss_dfl: 0.186322 loss: 1.217986 eta: 2 days, 7:50:15 batch_cost: 2.2271 data_cost: 0.0011 ips: 12.5724 images/s [11/18 05:45:35] ppdet.engine INFO: Epoch: [71] [2200/3251] learning_rate: 0.037043 loss_vfl: 0.767945 loss_bbox: 0.275696 loss_dfl: 0.184991 loss: 1.220870 eta: 2 days, 7:49:31 batch_cost: 2.2451 data_cost: 0.0009 ips: 12.4718 images/s [11/18 05:46:21] ppdet.engine INFO: Epoch: [71] [2220/3251] learning_rate: 0.037028 loss_vfl: 0.781808 loss_bbox: 0.252690 loss_dfl: 0.170703 loss: 1.198657 eta: 2 days, 7:48:48 batch_cost: 2.1424 data_cost: 0.0010 ips: 13.0692 images/s [11/18 05:47:08] ppdet.engine INFO: Epoch: [71] [2240/3251] learning_rate: 0.037013 loss_vfl: 0.782510 loss_bbox: 0.274951 loss_dfl: 0.184609 loss: 1.229038 eta: 2 days, 7:48:04 batch_cost: 2.1666 data_cost: 0.0010 ips: 12.9233 images/s [11/18 05:47:56] ppdet.engine INFO: Epoch: [71] [2260/3251] learning_rate: 0.036998 loss_vfl: 0.768755 loss_bbox: 0.277818 loss_dfl: 0.195798 loss: 1.236713 eta: 2 days, 7:47:20 batch_cost: 2.1957 data_cost: 0.0010 ips: 12.7525 images/s [11/18 05:48:44] ppdet.engine INFO: Epoch: [71] [2280/3251] learning_rate: 0.036983 loss_vfl: 0.773772 loss_bbox: 0.254656 loss_dfl: 0.177941 loss: 1.207990 eta: 2 days, 7:46:38 batch_cost: 2.3118 data_cost: 0.0009 ips: 12.1115 images/s [11/18 05:49:30] ppdet.engine INFO: Epoch: [71] [2300/3251] learning_rate: 0.036968 loss_vfl: 0.734946 loss_bbox: 0.247111 loss_dfl: 0.173407 loss: 1.190177 eta: 2 days, 7:45:53 batch_cost: 2.1011 data_cost: 0.0010 ips: 13.3266 images/s [11/18 05:50:16] ppdet.engine INFO: Epoch: [71] [2320/3251] learning_rate: 0.036953 loss_vfl: 0.767130 loss_bbox: 0.278452 loss_dfl: 0.181672 loss: 1.240421 eta: 2 days, 7:45:10 batch_cost: 2.2214 data_cost: 0.0010 ips: 12.6047 images/s [11/18 05:51:03] ppdet.engine INFO: Epoch: [71] [2340/3251] learning_rate: 0.036938 loss_vfl: 0.771214 loss_bbox: 0.273174 loss_dfl: 0.187109 loss: 1.232170 eta: 2 days, 7:44:26 batch_cost: 2.2093 data_cost: 0.0011 ips: 12.6738 images/s [11/18 05:51:51] ppdet.engine INFO: Epoch: [71] [2360/3251] learning_rate: 0.036923 loss_vfl: 0.763685 loss_bbox: 0.271516 loss_dfl: 0.183062 loss: 1.190398 eta: 2 days, 7:43:44 batch_cost: 2.2931 data_cost: 0.0010 ips: 12.2108 images/s [11/18 05:52:40] ppdet.engine INFO: Epoch: [71] [2380/3251] learning_rate: 0.036908 loss_vfl: 0.774292 loss_bbox: 0.246996 loss_dfl: 0.174728 loss: 1.209243 eta: 2 days, 7:43:00 batch_cost: 2.2264 data_cost: 0.0010 ips: 12.5762 images/s [11/18 05:53:25] ppdet.engine INFO: Epoch: [71] [2400/3251] learning_rate: 0.036893 loss_vfl: 0.773261 loss_bbox: 0.260109 loss_dfl: 0.184967 loss: 1.211443 eta: 2 days, 7:42:16 batch_cost: 2.0518 data_cost: 0.0010 ips: 13.6469 images/s [11/18 05:54:11] ppdet.engine INFO: Epoch: [71] [2420/3251] learning_rate: 0.036878 loss_vfl: 0.785189 loss_bbox: 0.260190 loss_dfl: 0.184324 loss: 1.213910 eta: 2 days, 7:41:32 batch_cost: 2.1751 data_cost: 0.0035 ips: 12.8728 images/s [11/18 05:55:02] ppdet.engine INFO: Epoch: [71] [2440/3251] learning_rate: 0.036863 loss_vfl: 0.776159 loss_bbox: 0.259160 loss_dfl: 0.173719 loss: 1.199023 eta: 2 days, 7:40:50 batch_cost: 2.3909 data_cost: 0.0009 ips: 11.7110 images/s [11/18 05:55:48] ppdet.engine INFO: Epoch: [71] [2460/3251] learning_rate: 0.036848 loss_vfl: 0.747428 loss_bbox: 0.278377 loss_dfl: 0.186333 loss: 1.224819 eta: 2 days, 7:40:06 batch_cost: 2.1668 data_cost: 0.0011 ips: 12.9224 images/s [11/18 05:56:34] ppdet.engine INFO: Epoch: [71] [2480/3251] learning_rate: 0.036833 loss_vfl: 0.773426 loss_bbox: 0.251423 loss_dfl: 0.191192 loss: 1.218839 eta: 2 days, 7:39:23 batch_cost: 2.1818 data_cost: 0.0009 ips: 12.8336 images/s [11/18 05:57:22] ppdet.engine INFO: Epoch: [71] [2500/3251] learning_rate: 0.036818 loss_vfl: 0.759991 loss_bbox: 0.280813 loss_dfl: 0.190622 loss: 1.227725 eta: 2 days, 7:38:40 batch_cost: 2.2924 data_cost: 0.0012 ips: 12.2143 images/s [11/18 05:58:08] ppdet.engine INFO: Epoch: [71] [2520/3251] learning_rate: 0.036803 loss_vfl: 0.766762 loss_bbox: 0.231881 loss_dfl: 0.161974 loss: 1.127879 eta: 2 days, 7:37:56 batch_cost: 2.1702 data_cost: 0.0012 ips: 12.9020 images/s [11/18 05:58:54] ppdet.engine INFO: Epoch: [71] [2540/3251] learning_rate: 0.036788 loss_vfl: 0.783318 loss_bbox: 0.297989 loss_dfl: 0.195682 loss: 1.269548 eta: 2 days, 7:37:12 batch_cost: 2.1872 data_cost: 0.0009 ips: 12.8016 images/s [11/18 05:59:40] ppdet.engine INFO: Epoch: [71] [2560/3251] learning_rate: 0.036774 loss_vfl: 0.762402 loss_bbox: 0.260098 loss_dfl: 0.188725 loss: 1.250317 eta: 2 days, 7:36:29 batch_cost: 2.1726 data_cost: 0.0009 ips: 12.8879 images/s [11/18 06:00:25] ppdet.engine INFO: Epoch: [71] [2580/3251] learning_rate: 0.036759 loss_vfl: 0.756985 loss_bbox: 0.261938 loss_dfl: 0.190574 loss: 1.214706 eta: 2 days, 7:35:45 batch_cost: 2.1536 data_cost: 0.0203 ips: 13.0012 images/s [11/18 06:01:12] ppdet.engine INFO: Epoch: [71] [2600/3251] learning_rate: 0.036744 loss_vfl: 0.780379 loss_bbox: 0.246733 loss_dfl: 0.169477 loss: 1.198588 eta: 2 days, 7:35:01 batch_cost: 2.1606 data_cost: 0.0009 ips: 12.9596 images/s [11/18 06:02:00] ppdet.engine INFO: Epoch: [71] [2620/3251] learning_rate: 0.036729 loss_vfl: 0.789925 loss_bbox: 0.278513 loss_dfl: 0.193736 loss: 1.311704 eta: 2 days, 7:34:18 batch_cost: 2.2593 data_cost: 0.0010 ips: 12.3934 images/s [11/18 06:02:44] ppdet.engine INFO: Epoch: [71] [2640/3251] learning_rate: 0.036714 loss_vfl: 0.785406 loss_bbox: 0.261689 loss_dfl: 0.168824 loss: 1.201988 eta: 2 days, 7:33:33 batch_cost: 2.0528 data_cost: 0.0011 ips: 13.6396 images/s [11/18 06:03:31] ppdet.engine INFO: Epoch: [71] [2660/3251] learning_rate: 0.036699 loss_vfl: 0.749034 loss_bbox: 0.278427 loss_dfl: 0.183785 loss: 1.206315 eta: 2 days, 7:32:50 batch_cost: 2.2160 data_cost: 0.0010 ips: 12.6352 images/s [11/18 06:04:15] ppdet.engine INFO: Epoch: [71] [2680/3251] learning_rate: 0.036684 loss_vfl: 0.774273 loss_bbox: 0.266495 loss_dfl: 0.180840 loss: 1.246692 eta: 2 days, 7:32:06 batch_cost: 2.1093 data_cost: 0.0145 ips: 13.2744 images/s [11/18 06:05:02] ppdet.engine INFO: Epoch: [71] [2700/3251] learning_rate: 0.036669 loss_vfl: 0.796506 loss_bbox: 0.258731 loss_dfl: 0.170945 loss: 1.251659 eta: 2 days, 7:31:22 batch_cost: 2.1979 data_cost: 0.0009 ips: 12.7396 images/s [11/18 06:05:49] ppdet.engine INFO: Epoch: [71] [2720/3251] learning_rate: 0.036654 loss_vfl: 0.768097 loss_bbox: 0.260421 loss_dfl: 0.177019 loss: 1.228948 eta: 2 days, 7:30:39 batch_cost: 2.2208 data_cost: 0.0009 ips: 12.6083 images/s [11/18 06:06:35] ppdet.engine INFO: Epoch: [71] [2740/3251] learning_rate: 0.036639 loss_vfl: 0.779113 loss_bbox: 0.259976 loss_dfl: 0.184478 loss: 1.245144 eta: 2 days, 7:29:55 batch_cost: 2.2093 data_cost: 0.0011 ips: 12.6739 images/s [11/18 06:07:21] ppdet.engine INFO: Epoch: [71] [2760/3251] learning_rate: 0.036624 loss_vfl: 0.781340 loss_bbox: 0.283986 loss_dfl: 0.180512 loss: 1.246035 eta: 2 days, 7:29:12 batch_cost: 2.1730 data_cost: 0.0010 ips: 12.8854 images/s [11/18 06:08:09] ppdet.engine INFO: Epoch: [71] [2780/3251] learning_rate: 0.036609 loss_vfl: 0.780992 loss_bbox: 0.270716 loss_dfl: 0.197193 loss: 1.251122 eta: 2 days, 7:28:28 batch_cost: 2.2009 data_cost: 0.0009 ips: 12.7218 images/s [11/18 06:08:56] ppdet.engine INFO: Epoch: [71] [2800/3251] learning_rate: 0.036594 loss_vfl: 0.761007 loss_bbox: 0.273554 loss_dfl: 0.187562 loss: 1.203318 eta: 2 days, 7:27:45 batch_cost: 2.2243 data_cost: 0.0011 ips: 12.5884 images/s [11/18 06:09:43] ppdet.engine INFO: Epoch: [71] [2820/3251] learning_rate: 0.036579 loss_vfl: 0.773076 loss_bbox: 0.276172 loss_dfl: 0.189304 loss: 1.234278 eta: 2 days, 7:27:01 batch_cost: 2.1857 data_cost: 0.0011 ips: 12.8106 images/s [11/18 06:10:31] ppdet.engine INFO: Epoch: [71] [2840/3251] learning_rate: 0.036564 loss_vfl: 0.766693 loss_bbox: 0.249993 loss_dfl: 0.180308 loss: 1.186788 eta: 2 days, 7:26:18 batch_cost: 2.2904 data_cost: 0.0016 ips: 12.2249 images/s [11/18 06:11:19] ppdet.engine INFO: Epoch: [71] [2860/3251] learning_rate: 0.036549 loss_vfl: 0.784192 loss_bbox: 0.274415 loss_dfl: 0.190254 loss: 1.234957 eta: 2 days, 7:25:35 batch_cost: 2.2245 data_cost: 0.0009 ips: 12.5869 images/s [11/18 06:12:06] ppdet.engine INFO: Epoch: [71] [2880/3251] learning_rate: 0.036534 loss_vfl: 0.749923 loss_bbox: 0.265537 loss_dfl: 0.173365 loss: 1.176814 eta: 2 days, 7:24:52 batch_cost: 2.2629 data_cost: 0.0015 ips: 12.3736 images/s [11/18 06:12:51] ppdet.engine INFO: Epoch: [71] [2900/3251] learning_rate: 0.036519 loss_vfl: 0.768042 loss_bbox: 0.261945 loss_dfl: 0.176247 loss: 1.221127 eta: 2 days, 7:24:07 batch_cost: 2.0792 data_cost: 0.0011 ips: 13.4670 images/s [11/18 06:13:41] ppdet.engine INFO: Epoch: [71] [2920/3251] learning_rate: 0.036504 loss_vfl: 0.754623 loss_bbox: 0.297687 loss_dfl: 0.199195 loss: 1.250772 eta: 2 days, 7:23:26 batch_cost: 2.4041 data_cost: 0.0010 ips: 11.6469 images/s [11/18 06:14:27] ppdet.engine INFO: Epoch: [71] [2940/3251] learning_rate: 0.036489 loss_vfl: 0.768946 loss_bbox: 0.280459 loss_dfl: 0.193726 loss: 1.284595 eta: 2 days, 7:22:41 batch_cost: 2.0631 data_cost: 0.0009 ips: 13.5718 images/s [11/18 06:15:13] ppdet.engine INFO: Epoch: [71] [2960/3251] learning_rate: 0.036475 loss_vfl: 0.773494 loss_bbox: 0.304209 loss_dfl: 0.199065 loss: 1.283932 eta: 2 days, 7:21:57 batch_cost: 2.2086 data_cost: 0.0010 ips: 12.6776 images/s [11/18 06:16:00] ppdet.engine INFO: Epoch: [71] [2980/3251] learning_rate: 0.036460 loss_vfl: 0.794298 loss_bbox: 0.270408 loss_dfl: 0.180770 loss: 1.257186 eta: 2 days, 7:21:14 batch_cost: 2.2152 data_cost: 0.0009 ips: 12.6398 images/s [11/18 06:16:49] ppdet.engine INFO: Epoch: [71] [3000/3251] learning_rate: 0.036445 loss_vfl: 0.754457 loss_bbox: 0.261982 loss_dfl: 0.170952 loss: 1.183869 eta: 2 days, 7:20:31 batch_cost: 2.3098 data_cost: 0.0009 ips: 12.1220 images/s [11/18 06:17:35] ppdet.engine INFO: Epoch: [71] [3020/3251] learning_rate: 0.036430 loss_vfl: 0.764662 loss_bbox: 0.247231 loss_dfl: 0.182249 loss: 1.213660 eta: 2 days, 7:19:48 batch_cost: 2.2072 data_cost: 0.0010 ips: 12.6860 images/s [11/18 06:18:22] ppdet.engine INFO: Epoch: [71] [3040/3251] learning_rate: 0.036415 loss_vfl: 0.758148 loss_bbox: 0.290942 loss_dfl: 0.187721 loss: 1.215340 eta: 2 days, 7:19:05 batch_cost: 2.2230 data_cost: 0.0009 ips: 12.5954 images/s [11/18 06:19:09] ppdet.engine INFO: Epoch: [71] [3060/3251] learning_rate: 0.036400 loss_vfl: 0.774342 loss_bbox: 0.331181 loss_dfl: 0.205322 loss: 1.296668 eta: 2 days, 7:18:21 batch_cost: 2.2284 data_cost: 0.0010 ips: 12.5652 images/s [11/18 06:19:56] ppdet.engine INFO: Epoch: [71] [3080/3251] learning_rate: 0.036385 loss_vfl: 0.751823 loss_bbox: 0.256908 loss_dfl: 0.178812 loss: 1.219689 eta: 2 days, 7:17:38 batch_cost: 2.2277 data_cost: 0.0012 ips: 12.5691 images/s [11/18 06:20:42] ppdet.engine INFO: Epoch: [71] [3100/3251] learning_rate: 0.036370 loss_vfl: 0.780658 loss_bbox: 0.253680 loss_dfl: 0.176141 loss: 1.219179 eta: 2 days, 7:16:54 batch_cost: 2.1820 data_cost: 0.0011 ips: 12.8322 images/s [11/18 06:21:30] ppdet.engine INFO: Epoch: [71] [3120/3251] learning_rate: 0.036355 loss_vfl: 0.762236 loss_bbox: 0.245569 loss_dfl: 0.174409 loss: 1.199625 eta: 2 days, 7:16:12 batch_cost: 2.2887 data_cost: 0.0011 ips: 12.2343 images/s [11/18 06:22:16] ppdet.engine INFO: Epoch: [71] [3140/3251] learning_rate: 0.036340 loss_vfl: 0.777248 loss_bbox: 0.252502 loss_dfl: 0.182365 loss: 1.231412 eta: 2 days, 7:15:27 batch_cost: 2.1303 data_cost: 0.0011 ips: 13.1438 images/s [11/18 06:23:02] ppdet.engine INFO: Epoch: [71] [3160/3251] learning_rate: 0.036325 loss_vfl: 0.764472 loss_bbox: 0.317452 loss_dfl: 0.209890 loss: 1.271329 eta: 2 days, 7:14:44 batch_cost: 2.1585 data_cost: 0.0010 ips: 12.9721 images/s [11/18 06:23:49] ppdet.engine INFO: Epoch: [71] [3180/3251] learning_rate: 0.036310 loss_vfl: 0.779259 loss_bbox: 0.234010 loss_dfl: 0.165079 loss: 1.164699 eta: 2 days, 7:14:00 batch_cost: 2.2418 data_cost: 0.0010 ips: 12.4897 images/s [11/18 06:24:35] ppdet.engine INFO: Epoch: [71] [3200/3251] learning_rate: 0.036296 loss_vfl: 0.768412 loss_bbox: 0.280044 loss_dfl: 0.186343 loss: 1.223503 eta: 2 days, 7:13:16 batch_cost: 2.1152 data_cost: 0.0011 ips: 13.2376 images/s [11/18 06:25:21] ppdet.engine INFO: Epoch: [71] [3220/3251] learning_rate: 0.036281 loss_vfl: 0.753626 loss_bbox: 0.281290 loss_dfl: 0.178508 loss: 1.199614 eta: 2 days, 7:12:33 batch_cost: 2.2349 data_cost: 0.0010 ips: 12.5288 images/s [11/18 06:26:06] ppdet.engine INFO: Epoch: [71] [3240/3251] learning_rate: 0.036266 loss_vfl: 0.771689 loss_bbox: 0.303922 loss_dfl: 0.203144 loss: 1.286646 eta: 2 days, 7:11:48 batch_cost: 2.0651 data_cost: 0.0015 ips: 13.5586 images/s [11/18 06:26:25] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_lcnet_2_5x_640_mainbody [11/18 06:26:26] ppdet.engine INFO: Eval iter: 0 [11/18 06:27:14] ppdet.engine INFO: Eval iter: 100 [11/18 06:27:41] ppdet.engine INFO: Eval iter: 200 [11/18 06:28:07] ppdet.engine INFO: Eval iter: 300 [11/18 06:28:35] ppdet.engine INFO: Eval iter: 400 [11/18 06:29:02] ppdet.engine INFO: Eval iter: 500 [11/18 06:29:30] ppdet.engine INFO: Eval iter: 600 [11/18 06:29:57] ppdet.engine INFO: Eval iter: 700 [11/18 06:30:25] ppdet.engine INFO: Eval iter: 800 [11/18 06:30:52] ppdet.engine INFO: Eval iter: 900 [11/18 06:31:19] ppdet.engine INFO: Eval iter: 1000 [11/18 06:31:46] ppdet.engine INFO: Eval iter: 1100 [11/18 06:32:13] ppdet.engine INFO: Eval iter: 1200 [11/18 06:32:39] ppdet.engine INFO: Eval iter: 1300 [11/18 06:33:06] ppdet.engine INFO: Eval iter: 1400 [11/18 06:33:35] ppdet.engine INFO: Eval iter: 1500 [11/18 06:34:02] ppdet.engine INFO: Eval iter: 1600 [11/18 06:34:29] ppdet.engine INFO: Eval iter: 1700 [11/18 06:34:57] ppdet.engine INFO: Eval iter: 1800 [11/18 06:35:25] ppdet.engine INFO: Eval iter: 1900 [11/18 06:35:53] ppdet.engine INFO: Eval iter: 2000 [11/18 06:36:21] ppdet.engine INFO: Eval iter: 2100 [11/18 06:36:50] ppdet.engine INFO: Eval iter: 2200 [11/18 06:37:19] ppdet.engine INFO: Eval iter: 2300 [11/18 06:38:18] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json. loading annotations into memory... Done (t=1.25s) creating index... index created! [11/18 06:38:19] ppdet.metrics.coco_utils INFO: Start evaluate... Loading and preparing results... DONE (t=17.29s) creating index... index created! Running per image evaluation... Evaluate annotation type *bbox* DONE (t=375.42s). Accumulating evaluation results... DONE (t=29.54s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.403 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.600 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.430 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.229 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.464 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.523 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.084 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.401 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.610 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.369 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.634 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.768 [11/18 06:45:25] ppdet.engine INFO: Total sample number: 19074, averge FPS: 28.09059377297338 [11/18 06:45:25] ppdet.engine INFO: Best test bbox ap is 0.415. [11/18 06:45:27] ppdet.engine INFO: Epoch: [72] [ 0/3251] learning_rate: 0.036258 loss_vfl: 0.753327 loss_bbox: 0.275568 loss_dfl: 0.183059 loss: 1.241725 eta: 2 days, 7:11:19 batch_cost: 1.3881 data_cost: 0.0014 ips: 20.1711 images/s [11/18 06:46:15] ppdet.engine INFO: Epoch: [72] [ 20/3251] learning_rate: 0.036243 loss_vfl: 0.750826 loss_bbox: 0.269431 loss_dfl: 0.184156 loss: 1.242304 eta: 2 days, 7:10:36 batch_cost: 2.2325 data_cost: 0.0010 ips: 12.5422 images/s [11/18 06:47:02] ppdet.engine INFO: Epoch: [72] [ 40/3251] learning_rate: 0.036228 loss_vfl: 0.768352 loss_bbox: 0.270743 loss_dfl: 0.199847 loss: 1.289443 eta: 2 days, 7:09:52 batch_cost: 2.2117 data_cost: 0.0010 ips: 12.6602 images/s [11/18 06:47:46] ppdet.engine INFO: Epoch: [72] [ 60/3251] learning_rate: 0.036213 loss_vfl: 0.742333 loss_bbox: 0.268457 loss_dfl: 0.180022 loss: 1.185934 eta: 2 days, 7:09:08 batch_cost: 2.0869 data_cost: 0.0022 ips: 13.4173 images/s [11/18 06:48:34] ppdet.engine INFO: Epoch: [72] [ 80/3251] learning_rate: 0.036198 loss_vfl: 0.779617 loss_bbox: 0.277076 loss_dfl: 0.183024 loss: 1.240650 eta: 2 days, 7:08:25 batch_cost: 2.3114 data_cost: 0.0009 ips: 12.1139 images/s [11/18 06:49:22] ppdet.engine INFO: Epoch: [72] [ 100/3251] learning_rate: 0.036183 loss_vfl: 0.749413 loss_bbox: 0.245689 loss_dfl: 0.169431 loss: 1.164939 eta: 2 days, 7:07:42 batch_cost: 2.2629 data_cost: 0.0010 ips: 12.3734 images/s [11/18 06:50:10] ppdet.engine INFO: Epoch: [72] [ 120/3251] learning_rate: 0.036168 loss_vfl: 0.764985 loss_bbox: 0.296051 loss_dfl: 0.192868 loss: 1.251345 eta: 2 days, 7:06:59 batch_cost: 2.2801 data_cost: 0.0011 ips: 12.2801 images/s [11/18 06:50:56] ppdet.engine INFO: Epoch: [72] [ 140/3251] learning_rate: 0.036153 loss_vfl: 0.765088 loss_bbox: 0.287470 loss_dfl: 0.193665 loss: 1.272635 eta: 2 days, 7:06:15 batch_cost: 2.1267 data_cost: 0.0016 ips: 13.1658 images/s [11/18 06:51:43] ppdet.engine INFO: Epoch: [72] [ 160/3251] learning_rate: 0.036139 loss_vfl: 0.772668 loss_bbox: 0.264708 loss_dfl: 0.178392 loss: 1.209421 eta: 2 days, 7:05:32 batch_cost: 2.2167 data_cost: 0.0010 ips: 12.6316 images/s [11/18 06:52:30] ppdet.engine INFO: Epoch: [72] [ 180/3251] learning_rate: 0.036124 loss_vfl: 0.753410 loss_bbox: 0.258665 loss_dfl: 0.176881 loss: 1.226084 eta: 2 days, 7:04:49 batch_cost: 2.2408 data_cost: 0.0011 ips: 12.4955 images/s [11/18 06:53:18] ppdet.engine INFO: Epoch: [72] [ 200/3251] learning_rate: 0.036109 loss_vfl: 0.788324 loss_bbox: 0.265023 loss_dfl: 0.179983 loss: 1.245329 eta: 2 days, 7:04:06 batch_cost: 2.2681 data_cost: 0.0010 ips: 12.3453 images/s [11/18 06:54:07] ppdet.engine INFO: Epoch: [72] [ 220/3251] learning_rate: 0.036094 loss_vfl: 0.762566 loss_bbox: 0.268611 loss_dfl: 0.183824 loss: 1.210161 eta: 2 days, 7:03:23 batch_cost: 2.2898 data_cost: 0.0118 ips: 12.2282 images/s [11/18 06:54:54] ppdet.engine INFO: Epoch: [72] [ 240/3251] learning_rate: 0.036079 loss_vfl: 0.740899 loss_bbox: 0.243716 loss_dfl: 0.160276 loss: 1.153311 eta: 2 days, 7:02:40 batch_cost: 2.2598 data_cost: 0.0011 ips: 12.3905 images/s [11/18 06:55:40] ppdet.engine INFO: Epoch: [72] [ 260/3251] learning_rate: 0.036064 loss_vfl: 0.765849 loss_bbox: 0.236670 loss_dfl: 0.173953 loss: 1.179363 eta: 2 days, 7:01:56 batch_cost: 2.1878 data_cost: 0.0264 ips: 12.7981 images/s [11/18 06:56:25] ppdet.engine INFO: Epoch: [72] [ 280/3251] learning_rate: 0.036049 loss_vfl: 0.780840 loss_bbox: 0.243251 loss_dfl: 0.180445 loss: 1.244995 eta: 2 days, 7:01:12 batch_cost: 2.0680 data_cost: 0.0011 ips: 13.5398 images/s [11/18 06:57:13] ppdet.engine INFO: Epoch: [72] [ 300/3251] learning_rate: 0.036034 loss_vfl: 0.778767 loss_bbox: 0.260613 loss_dfl: 0.189249 loss: 1.234061 eta: 2 days, 7:00:29 batch_cost: 2.2674 data_cost: 0.0012 ips: 12.3489 images/s [11/18 06:58:00] ppdet.engine INFO: Epoch: [72] [ 320/3251] learning_rate: 0.036020 loss_vfl: 0.778216 loss_bbox: 0.267997 loss_dfl: 0.191113 loss: 1.214220 eta: 2 days, 6:59:45 batch_cost: 2.1908 data_cost: 0.0009 ips: 12.7809 images/s [11/18 06:58:49] ppdet.engine INFO: Epoch: [72] [ 340/3251] learning_rate: 0.036005 loss_vfl: 0.763042 loss_bbox: 0.280688 loss_dfl: 0.181634 loss: 1.215066 eta: 2 days, 6:59:02 batch_cost: 2.3243 data_cost: 0.0009 ips: 12.0467 images/s [11/18 06:59:35] ppdet.engine INFO: Epoch: [72] [ 360/3251] learning_rate: 0.035990 loss_vfl: 0.758526 loss_bbox: 0.277386 loss_dfl: 0.179507 loss: 1.251135 eta: 2 days, 6:58:18 batch_cost: 2.1342 data_cost: 0.0011 ips: 13.1194 images/s [11/18 07:00:23] ppdet.engine INFO: Epoch: [72] [ 380/3251] learning_rate: 0.035975 loss_vfl: 0.761634 loss_bbox: 0.235773 loss_dfl: 0.165130 loss: 1.166831 eta: 2 days, 6:57:34 batch_cost: 2.1383 data_cost: 0.0011 ips: 13.0946 images/s [11/18 07:01:09] ppdet.engine INFO: Epoch: [72] [ 400/3251] learning_rate: 0.035960 loss_vfl: 0.786845 loss_bbox: 0.289161 loss_dfl: 0.193935 loss: 1.295283 eta: 2 days, 6:56:51 batch_cost: 2.1767 data_cost: 0.0010 ips: 12.8638 images/s [11/18 07:01:56] ppdet.engine INFO: Epoch: [72] [ 420/3251] learning_rate: 0.035945 loss_vfl: 0.756527 loss_bbox: 0.261131 loss_dfl: 0.176588 loss: 1.198859 eta: 2 days, 6:56:07 batch_cost: 2.1774 data_cost: 0.0010 ips: 12.8595 images/s [11/18 07:02:43] ppdet.engine INFO: Epoch: [72] [ 440/3251] learning_rate: 0.035931 loss_vfl: 0.787393 loss_bbox: 0.268232 loss_dfl: 0.185786 loss: 1.276578 eta: 2 days, 6:55:24 batch_cost: 2.2123 data_cost: 0.0011 ips: 12.6563 images/s [11/18 07:03:31] ppdet.engine INFO: Epoch: [72] [ 460/3251] learning_rate: 0.035916 loss_vfl: 0.770607 loss_bbox: 0.272985 loss_dfl: 0.182845 loss: 1.232421 eta: 2 days, 6:54:41 batch_cost: 2.2936 data_cost: 0.0016 ips: 12.2081 images/s [11/18 07:04:18] ppdet.engine INFO: Epoch: [72] [ 480/3251] learning_rate: 0.035901 loss_vfl: 0.765164 loss_bbox: 0.239980 loss_dfl: 0.172452 loss: 1.173535 eta: 2 days, 6:53:58 batch_cost: 2.2742 data_cost: 0.0011 ips: 12.3120 images/s [11/18 07:05:06] ppdet.engine INFO: Epoch: [72] [ 500/3251] learning_rate: 0.035886 loss_vfl: 0.755025 loss_bbox: 0.274904 loss_dfl: 0.188478 loss: 1.204644 eta: 2 days, 6:53:15 batch_cost: 2.2664 data_cost: 0.0010 ips: 12.3543 images/s [11/18 07:05:52] ppdet.engine INFO: Epoch: [72] [ 520/3251] learning_rate: 0.035871 loss_vfl: 0.764068 loss_bbox: 0.252366 loss_dfl: 0.169298 loss: 1.180399 eta: 2 days, 6:52:31 batch_cost: 2.1465 data_cost: 0.0009 ips: 13.0446 images/s [11/18 07:06:41] ppdet.engine INFO: Epoch: [72] [ 540/3251] learning_rate: 0.035856 loss_vfl: 0.768247 loss_bbox: 0.284404 loss_dfl: 0.182917 loss: 1.226367 eta: 2 days, 6:51:48 batch_cost: 2.2681 data_cost: 0.0011 ips: 12.3452 images/s [11/18 07:07:27] ppdet.engine INFO: Epoch: [72] [ 560/3251] learning_rate: 0.035842 loss_vfl: 0.777988 loss_bbox: 0.260601 loss_dfl: 0.181825 loss: 1.201366 eta: 2 days, 6:51:04 batch_cost: 2.1583 data_cost: 0.0014 ips: 12.9734 images/s [11/18 07:08:13] ppdet.engine INFO: Epoch: [72] [ 580/3251] learning_rate: 0.035827 loss_vfl: 0.764708 loss_bbox: 0.263674 loss_dfl: 0.173842 loss: 1.206872 eta: 2 days, 6:50:20 batch_cost: 2.1291 data_cost: 0.0010 ips: 13.1513 images/s [11/18 07:09:03] ppdet.engine INFO: Epoch: [72] [ 600/3251] learning_rate: 0.035812 loss_vfl: 0.768115 loss_bbox: 0.247136 loss_dfl: 0.167864 loss: 1.168508 eta: 2 days, 6:49:37 batch_cost: 2.3010 data_cost: 0.0009 ips: 12.1688 images/s [11/18 07:09:49] ppdet.engine INFO: Epoch: [72] [ 620/3251] learning_rate: 0.035797 loss_vfl: 0.766045 loss_bbox: 0.256637 loss_dfl: 0.183847 loss: 1.217264 eta: 2 days, 6:48:54 batch_cost: 2.2295 data_cost: 0.0014 ips: 12.5586 images/s [11/18 07:10:34] ppdet.engine INFO: Epoch: [72] [ 640/3251] learning_rate: 0.035782 loss_vfl: 0.768900 loss_bbox: 0.267117 loss_dfl: 0.175053 loss: 1.179116 eta: 2 days, 6:48:10 batch_cost: 2.1760 data_cost: 0.0009 ips: 12.8678 images/s [11/18 07:11:21] ppdet.engine INFO: Epoch: [72] [ 660/3251] learning_rate: 0.035767 loss_vfl: 0.759648 loss_bbox: 0.289828 loss_dfl: 0.183870 loss: 1.216187 eta: 2 days, 6:47:27 batch_cost: 2.2094 data_cost: 0.0010 ips: 12.6734 images/s [11/18 07:12:08] ppdet.engine INFO: Epoch: [72] [ 680/3251] learning_rate: 0.035753 loss_vfl: 0.776038 loss_bbox: 0.291393 loss_dfl: 0.188573 loss: 1.266294 eta: 2 days, 6:46:44 batch_cost: 2.2266 data_cost: 0.0010 ips: 12.5752 images/s [11/18 07:12:55] ppdet.engine INFO: Epoch: [72] [ 700/3251] learning_rate: 0.035738 loss_vfl: 0.761862 loss_bbox: 0.256764 loss_dfl: 0.178693 loss: 1.198040 eta: 2 days, 6:46:00 batch_cost: 2.2278 data_cost: 0.0014 ips: 12.5684 images/s [11/18 07:13:45] ppdet.engine INFO: Epoch: [72] [ 720/3251] learning_rate: 0.035723 loss_vfl: 0.762883 loss_bbox: 0.282034 loss_dfl: 0.198928 loss: 1.242396 eta: 2 days, 6:45:18 batch_cost: 2.4097 data_cost: 0.0013 ips: 11.6197 images/s [11/18 07:14:34] ppdet.engine INFO: Epoch: [72] [ 740/3251] learning_rate: 0.035708 loss_vfl: 0.770973 loss_bbox: 0.282895 loss_dfl: 0.192714 loss: 1.243501 eta: 2 days, 6:44:35 batch_cost: 2.2720 data_cost: 0.0011 ips: 12.3240 images/s [11/18 07:15:20] ppdet.engine INFO: Epoch: [72] [ 760/3251] learning_rate: 0.035693 loss_vfl: 0.753526 loss_bbox: 0.248516 loss_dfl: 0.175654 loss: 1.204040 eta: 2 days, 6:43:52 batch_cost: 2.1613 data_cost: 0.0011 ips: 12.9551 images/s [11/18 07:16:08] ppdet.engine INFO: Epoch: [72] [ 780/3251] learning_rate: 0.035679 loss_vfl: 0.763660 loss_bbox: 0.268332 loss_dfl: 0.174917 loss: 1.211570 eta: 2 days, 6:43:09 batch_cost: 2.3026 data_cost: 0.0011 ips: 12.1604 images/s [11/18 07:16:56] ppdet.engine INFO: Epoch: [72] [ 800/3251] learning_rate: 0.035664 loss_vfl: 0.768767 loss_bbox: 0.248711 loss_dfl: 0.179353 loss: 1.201659 eta: 2 days, 6:42:26 batch_cost: 2.2648 data_cost: 0.0010 ips: 12.3630 images/s [11/18 07:17:43] ppdet.engine INFO: Epoch: [72] [ 820/3251] learning_rate: 0.035649 loss_vfl: 0.791920 loss_bbox: 0.244745 loss_dfl: 0.175999 loss: 1.198321 eta: 2 days, 6:41:42 batch_cost: 2.1940 data_cost: 0.0016 ips: 12.7620 images/s [11/18 07:18:30] ppdet.engine INFO: Epoch: [72] [ 840/3251] learning_rate: 0.035634 loss_vfl: 0.780564 loss_bbox: 0.263246 loss_dfl: 0.186906 loss: 1.249258 eta: 2 days, 6:40:59 batch_cost: 2.2488 data_cost: 0.0013 ips: 12.4509 images/s [11/18 07:19:15] ppdet.engine INFO: Epoch: [72] [ 860/3251] learning_rate: 0.035619 loss_vfl: 0.775861 loss_bbox: 0.264723 loss_dfl: 0.180960 loss: 1.245938 eta: 2 days, 6:40:15 batch_cost: 2.0722 data_cost: 0.0019 ips: 13.5124 images/s [11/18 07:20:01] ppdet.engine INFO: Epoch: [72] [ 880/3251] learning_rate: 0.035605 loss_vfl: 0.772866 loss_bbox: 0.231496 loss_dfl: 0.153861 loss: 1.183015 eta: 2 days, 6:39:31 batch_cost: 2.1603 data_cost: 0.0009 ips: 12.9610 images/s [11/18 07:20:48] ppdet.engine INFO: Epoch: [72] [ 900/3251] learning_rate: 0.035590 loss_vfl: 0.749579 loss_bbox: 0.220220 loss_dfl: 0.156652 loss: 1.127501 eta: 2 days, 6:38:47 batch_cost: 2.1695 data_cost: 0.0011 ips: 12.9061 images/s [11/18 07:21:36] ppdet.engine INFO: Epoch: [72] [ 920/3251] learning_rate: 0.035575 loss_vfl: 0.747293 loss_bbox: 0.258348 loss_dfl: 0.179227 loss: 1.201816 eta: 2 days, 6:38:04 batch_cost: 2.2901 data_cost: 0.0010 ips: 12.2265 images/s [11/18 07:22:23] ppdet.engine INFO: Epoch: [72] [ 940/3251] learning_rate: 0.035560 loss_vfl: 0.791857 loss_bbox: 0.257206 loss_dfl: 0.175772 loss: 1.213570 eta: 2 days, 6:37:21 batch_cost: 2.1896 data_cost: 0.0012 ips: 12.7874 images/s [11/18 07:23:10] ppdet.engine INFO: Epoch: [72] [ 960/3251] learning_rate: 0.035546 loss_vfl: 0.766449 loss_bbox: 0.246467 loss_dfl: 0.172154 loss: 1.212242 eta: 2 days, 6:36:37 batch_cost: 2.2623 data_cost: 0.0010 ips: 12.3768 images/s [11/18 07:23:56] ppdet.engine INFO: Epoch: [72] [ 980/3251] learning_rate: 0.035531 loss_vfl: 0.776473 loss_bbox: 0.266505 loss_dfl: 0.179084 loss: 1.220220 eta: 2 days, 6:35:53 batch_cost: 2.1092 data_cost: 0.0009 ips: 13.2752 images/s [11/18 07:24:44] ppdet.engine INFO: Epoch: [72] [1000/3251] learning_rate: 0.035516 loss_vfl: 0.762148 loss_bbox: 0.240671 loss_dfl: 0.157488 loss: 1.163710 eta: 2 days, 6:35:11 batch_cost: 2.3200 data_cost: 0.0010 ips: 12.0692 images/s [11/18 07:25:31] ppdet.engine INFO: Epoch: [72] [1020/3251] learning_rate: 0.035501 loss_vfl: 0.776329 loss_bbox: 0.257543 loss_dfl: 0.183745 loss: 1.184608 eta: 2 days, 6:34:27 batch_cost: 2.1199 data_cost: 0.0013 ips: 13.2082 images/s [11/18 07:26:18] ppdet.engine INFO: Epoch: [72] [1040/3251] learning_rate: 0.035486 loss_vfl: 0.767686 loss_bbox: 0.256855 loss_dfl: 0.172827 loss: 1.208265 eta: 2 days, 6:33:43 batch_cost: 2.2192 data_cost: 0.0012 ips: 12.6169 images/s [11/18 07:27:03] ppdet.engine INFO: Epoch: [72] [1060/3251] learning_rate: 0.035472 loss_vfl: 0.767903 loss_bbox: 0.259058 loss_dfl: 0.171253 loss: 1.203292 eta: 2 days, 6:32:59 batch_cost: 2.0876 data_cost: 0.0010 ips: 13.4127 images/s [11/18 07:27:50] ppdet.engine INFO: Epoch: [72] [1080/3251] learning_rate: 0.035457 loss_vfl: 0.755242 loss_bbox: 0.249824 loss_dfl: 0.160138 loss: 1.187891 eta: 2 days, 6:32:16 batch_cost: 2.2541 data_cost: 0.0011 ips: 12.4216 images/s [11/18 07:28:36] ppdet.engine INFO: Epoch: [72] [1100/3251] learning_rate: 0.035442 loss_vfl: 0.746216 loss_bbox: 0.241326 loss_dfl: 0.171727 loss: 1.152963 eta: 2 days, 6:31:32 batch_cost: 2.1444 data_cost: 0.0011 ips: 13.0571 images/s [11/18 07:29:22] ppdet.engine INFO: Epoch: [72] [1120/3251] learning_rate: 0.035427 loss_vfl: 0.769670 loss_bbox: 0.248091 loss_dfl: 0.181397 loss: 1.193654 eta: 2 days, 6:30:48 batch_cost: 2.2090 data_cost: 0.0010 ips: 12.6755 images/s [11/18 07:30:08] ppdet.engine INFO: Epoch: [72] [1140/3251] learning_rate: 0.035413 loss_vfl: 0.773113 loss_bbox: 0.266541 loss_dfl: 0.177633 loss: 1.217779 eta: 2 days, 6:30:04 batch_cost: 2.1295 data_cost: 0.0013 ips: 13.1488 images/s [11/18 07:30:56] ppdet.engine INFO: Epoch: [72] [1160/3251] learning_rate: 0.035398 loss_vfl: 0.778071 loss_bbox: 0.281406 loss_dfl: 0.194176 loss: 1.238021 eta: 2 days, 6:29:21 batch_cost: 2.3052 data_cost: 0.0012 ips: 12.1466 images/s [11/18 07:31:43] ppdet.engine INFO: Epoch: [72] [1180/3251] learning_rate: 0.035383 loss_vfl: 0.791475 loss_bbox: 0.268955 loss_dfl: 0.177255 loss: 1.251785 eta: 2 days, 6:28:38 batch_cost: 2.2101 data_cost: 0.0010 ips: 12.6692 images/s [11/18 07:32:29] ppdet.engine INFO: Epoch: [72] [1200/3251] learning_rate: 0.035368 loss_vfl: 0.752606 loss_bbox: 0.237955 loss_dfl: 0.166108 loss: 1.186936 eta: 2 days, 6:27:54 batch_cost: 2.1647 data_cost: 0.0010 ips: 12.9349 images/s [11/18 07:33:13] ppdet.engine INFO: Epoch: [72] [1220/3251] learning_rate: 0.035354 loss_vfl: 0.746563 loss_bbox: 0.266086 loss_dfl: 0.186049 loss: 1.216113 eta: 2 days, 6:27:09 batch_cost: 2.0347 data_cost: 0.0011 ips: 13.7609 images/s [11/18 07:34:01] ppdet.engine INFO: Epoch: [72] [1240/3251] learning_rate: 0.035339 loss_vfl: 0.748943 loss_bbox: 0.288540 loss_dfl: 0.191010 loss: 1.239295 eta: 2 days, 6:26:26 batch_cost: 2.2666 data_cost: 0.0009 ips: 12.3535 images/s [11/18 07:34:50] ppdet.engine INFO: Epoch: [72] [1260/3251] learning_rate: 0.035324 loss_vfl: 0.761333 loss_bbox: 0.268722 loss_dfl: 0.179363 loss: 1.210261 eta: 2 days, 6:25:44 batch_cost: 2.3473 data_cost: 0.0010 ips: 11.9285 images/s [11/18 07:35:37] ppdet.engine INFO: Epoch: [72] [1280/3251] learning_rate: 0.035309 loss_vfl: 0.749676 loss_bbox: 0.270333 loss_dfl: 0.178542 loss: 1.200278 eta: 2 days, 6:25:01 batch_cost: 2.2079 data_cost: 0.0011 ips: 12.6819 images/s [11/18 07:36:23] ppdet.engine INFO: Epoch: [72] [1300/3251] learning_rate: 0.035295 loss_vfl: 0.744063 loss_bbox: 0.289105 loss_dfl: 0.191236 loss: 1.266326 eta: 2 days, 6:24:17 batch_cost: 2.1763 data_cost: 0.0009 ips: 12.8657 images/s [11/18 07:37:11] ppdet.engine INFO: Epoch: [72] [1320/3251] learning_rate: 0.035280 loss_vfl: 0.771257 loss_bbox: 0.257299 loss_dfl: 0.179392 loss: 1.219744 eta: 2 days, 6:23:34 batch_cost: 2.2735 data_cost: 0.0009 ips: 12.3157 images/s [11/18 07:37:58] ppdet.engine INFO: Epoch: [72] [1340/3251] learning_rate: 0.035265 loss_vfl: 0.771943 loss_bbox: 0.270293 loss_dfl: 0.188961 loss: 1.185611 eta: 2 days, 6:22:50 batch_cost: 2.1640 data_cost: 0.0010 ips: 12.9392 images/s [11/18 07:38:44] ppdet.engine INFO: Epoch: [72] [1360/3251] learning_rate: 0.035251 loss_vfl: 0.765639 loss_bbox: 0.250852 loss_dfl: 0.174449 loss: 1.183359 eta: 2 days, 6:22:06 batch_cost: 2.1422 data_cost: 0.0014 ips: 13.0709 images/s [11/18 07:39:31] ppdet.engine INFO: Epoch: [72] [1380/3251] learning_rate: 0.035236 loss_vfl: 0.773409 loss_bbox: 0.244909 loss_dfl: 0.165804 loss: 1.208424 eta: 2 days, 6:21:23 batch_cost: 2.2520 data_cost: 0.0011 ips: 12.4335 images/s [11/18 07:40:20] ppdet.engine INFO: Epoch: [72] [1400/3251] learning_rate: 0.035221 loss_vfl: 0.792179 loss_bbox: 0.244067 loss_dfl: 0.172886 loss: 1.211690 eta: 2 days, 6:20:41 batch_cost: 2.3357 data_cost: 0.0011 ips: 11.9876 images/s [11/18 07:41:06] ppdet.engine INFO: Epoch: [72] [1420/3251] learning_rate: 0.035206 loss_vfl: 0.745927 loss_bbox: 0.276281 loss_dfl: 0.184714 loss: 1.226002 eta: 2 days, 6:19:57 batch_cost: 2.2221 data_cost: 0.0014 ips: 12.6008 images/s [11/18 07:41:54] ppdet.engine INFO: Epoch: [72] [1440/3251] learning_rate: 0.035192 loss_vfl: 0.771355 loss_bbox: 0.203549 loss_dfl: 0.152651 loss: 1.123249 eta: 2 days, 6:19:14 batch_cost: 2.2159 data_cost: 0.0016 ips: 12.6357 images/s [11/18 07:42:41] ppdet.engine INFO: Epoch: [72] [1460/3251] learning_rate: 0.035177 loss_vfl: 0.783994 loss_bbox: 0.272307 loss_dfl: 0.190377 loss: 1.272427 eta: 2 days, 6:18:31 batch_cost: 2.2860 data_cost: 0.0094 ips: 12.2486 images/s [11/18 07:43:29] ppdet.engine INFO: Epoch: [72] [1480/3251] learning_rate: 0.035162 loss_vfl: 0.747156 loss_bbox: 0.262221 loss_dfl: 0.184281 loss: 1.206773 eta: 2 days, 6:17:47 batch_cost: 2.2157 data_cost: 0.0014 ips: 12.6371 images/s [11/18 07:44:16] ppdet.engine INFO: Epoch: [72] [1500/3251] learning_rate: 0.035147 loss_vfl: 0.754773 loss_bbox: 0.266381 loss_dfl: 0.182862 loss: 1.215299 eta: 2 days, 6:17:04 batch_cost: 2.1954 data_cost: 0.0009 ips: 12.7541 images/s [11/18 07:45:03] ppdet.engine INFO: Epoch: [72] [1520/3251] learning_rate: 0.035133 loss_vfl: 0.764936 loss_bbox: 0.289482 loss_dfl: 0.195536 loss: 1.255928 eta: 2 days, 6:16:20 batch_cost: 2.1598 data_cost: 0.0010 ips: 12.9639 images/s [11/18 07:45:49] ppdet.engine INFO: Epoch: [72] [1540/3251] learning_rate: 0.035118 loss_vfl: 0.785844 loss_bbox: 0.276323 loss_dfl: 0.186755 loss: 1.257771 eta: 2 days, 6:15:36 batch_cost: 2.1491 data_cost: 0.0009 ips: 13.0289 images/s [11/18 07:46:36] ppdet.engine INFO: Epoch: [72] [1560/3251] learning_rate: 0.035103 loss_vfl: 0.781358 loss_bbox: 0.277310 loss_dfl: 0.185032 loss: 1.221199 eta: 2 days, 6:14:53 batch_cost: 2.1847 data_cost: 0.0010 ips: 12.8165 images/s [11/18 07:47:23] ppdet.engine INFO: Epoch: [72] [1580/3251] learning_rate: 0.035089 loss_vfl: 0.774282 loss_bbox: 0.288831 loss_dfl: 0.180502 loss: 1.253078 eta: 2 days, 6:14:09 batch_cost: 2.2641 data_cost: 0.0019 ips: 12.3668 images/s [11/18 07:48:09] ppdet.engine INFO: Epoch: [72] [1600/3251] learning_rate: 0.035074 loss_vfl: 0.796938 loss_bbox: 0.286230 loss_dfl: 0.192847 loss: 1.271154 eta: 2 days, 6:13:26 batch_cost: 2.1781 data_cost: 0.0009 ips: 12.8550 images/s [11/18 07:48:55] ppdet.engine INFO: Epoch: [72] [1620/3251] learning_rate: 0.035059 loss_vfl: 0.777751 loss_bbox: 0.260478 loss_dfl: 0.178913 loss: 1.185889 eta: 2 days, 6:12:42 batch_cost: 2.1868 data_cost: 0.0011 ips: 12.8042 images/s [11/18 07:49:42] ppdet.engine INFO: Epoch: [72] [1640/3251] learning_rate: 0.035045 loss_vfl: 0.799803 loss_bbox: 0.259274 loss_dfl: 0.181533 loss: 1.225453 eta: 2 days, 6:11:58 batch_cost: 2.1537 data_cost: 0.0010 ips: 13.0010 images/s [11/18 07:50:27] ppdet.engine INFO: Epoch: [72] [1660/3251] learning_rate: 0.035030 loss_vfl: 0.770180 loss_bbox: 0.267775 loss_dfl: 0.180094 loss: 1.228166 eta: 2 days, 6:11:15 batch_cost: 2.1757 data_cost: 0.0010 ips: 12.8697 images/s [11/18 07:51:15] ppdet.engine INFO: Epoch: [72] [1680/3251] learning_rate: 0.035015 loss_vfl: 0.768739 loss_bbox: 0.285775 loss_dfl: 0.181258 loss: 1.243941 eta: 2 days, 6:10:31 batch_cost: 2.2471 data_cost: 0.0018 ips: 12.4602 images/s [11/18 07:52:02] ppdet.engine INFO: Epoch: [72] [1700/3251] learning_rate: 0.035000 loss_vfl: 0.737018 loss_bbox: 0.243343 loss_dfl: 0.163014 loss: 1.157833 eta: 2 days, 6:09:48 batch_cost: 2.2469 data_cost: 0.0009 ips: 12.4615 images/s [11/18 07:52:47] ppdet.engine INFO: Epoch: [72] [1720/3251] learning_rate: 0.034986 loss_vfl: 0.784888 loss_bbox: 0.284927 loss_dfl: 0.188126 loss: 1.210547 eta: 2 days, 6:09:04 batch_cost: 2.1488 data_cost: 0.0009 ips: 13.0304 images/s [11/18 07:53:35] ppdet.engine INFO: Epoch: [72] [1740/3251] learning_rate: 0.034971 loss_vfl: 0.765694 loss_bbox: 0.267343 loss_dfl: 0.183643 loss: 1.226396 eta: 2 days, 6:08:22 batch_cost: 2.3322 data_cost: 0.0009 ips: 12.0061 images/s [11/18 07:54:21] ppdet.engine INFO: Epoch: [72] [1760/3251] learning_rate: 0.034956 loss_vfl: 0.753388 loss_bbox: 0.261155 loss_dfl: 0.176551 loss: 1.176300 eta: 2 days, 6:07:38 batch_cost: 2.1508 data_cost: 0.0010 ips: 13.0184 images/s [11/18 07:55:11] ppdet.engine INFO: Epoch: [72] [1780/3251] learning_rate: 0.034942 loss_vfl: 0.763843 loss_bbox: 0.269235 loss_dfl: 0.175228 loss: 1.214621 eta: 2 days, 6:06:55 batch_cost: 2.3298 data_cost: 0.0022 ips: 12.0184 images/s [11/18 07:55:57] ppdet.engine INFO: Epoch: [72] [1800/3251] learning_rate: 0.034927 loss_vfl: 0.761618 loss_bbox: 0.257643 loss_dfl: 0.182852 loss: 1.206032 eta: 2 days, 6:06:11 batch_cost: 2.1389 data_cost: 0.0010 ips: 13.0906 images/s [11/18 07:56:45] ppdet.engine INFO: Epoch: [72] [1820/3251] learning_rate: 0.034912 loss_vfl: 0.788849 loss_bbox: 0.254801 loss_dfl: 0.175414 loss: 1.171772 eta: 2 days, 6:05:28 batch_cost: 2.2446 data_cost: 0.0122 ips: 12.4742 images/s [11/18 07:57:31] ppdet.engine INFO: Epoch: [72] [1840/3251] learning_rate: 0.034898 loss_vfl: 0.750355 loss_bbox: 0.282503 loss_dfl: 0.180239 loss: 1.222456 eta: 2 days, 6:04:45 batch_cost: 2.2025 data_cost: 0.0015 ips: 12.7126 images/s [11/18 07:58:19] ppdet.engine INFO: Epoch: [72] [1860/3251] learning_rate: 0.034883 loss_vfl: 0.772166 loss_bbox: 0.262284 loss_dfl: 0.181426 loss: 1.223060 eta: 2 days, 6:04:01 batch_cost: 2.2141 data_cost: 0.0010 ips: 12.6461 images/s [11/18 07:59:06] ppdet.engine INFO: Epoch: [72] [1880/3251] learning_rate: 0.034868 loss_vfl: 0.767925 loss_bbox: 0.275310 loss_dfl: 0.180827 loss: 1.211338 eta: 2 days, 6:03:18 batch_cost: 2.2193 data_cost: 0.0009 ips: 12.6167 images/s [11/18 07:59:54] ppdet.engine INFO: Epoch: [72] [1900/3251] learning_rate: 0.034854 loss_vfl: 0.766690 loss_bbox: 0.265929 loss_dfl: 0.179839 loss: 1.227711 eta: 2 days, 6:02:35 batch_cost: 2.2823 data_cost: 0.0009 ips: 12.2684 images/s [11/18 08:00:40] ppdet.engine INFO: Epoch: [72] [1920/3251] learning_rate: 0.034839 loss_vfl: 0.778090 loss_bbox: 0.282639 loss_dfl: 0.179144 loss: 1.257376 eta: 2 days, 6:01:51 batch_cost: 2.1388 data_cost: 0.0009 ips: 13.0913 images/s [11/18 08:01:27] ppdet.engine INFO: Epoch: [72] [1940/3251] learning_rate: 0.034824 loss_vfl: 0.784667 loss_bbox: 0.269321 loss_dfl: 0.177268 loss: 1.216163 eta: 2 days, 6:01:08 batch_cost: 2.2316 data_cost: 0.0012 ips: 12.5473 images/s [11/18 08:02:14] ppdet.engine INFO: Epoch: [72] [1960/3251] learning_rate: 0.034810 loss_vfl: 0.771548 loss_bbox: 0.253663 loss_dfl: 0.178951 loss: 1.213771 eta: 2 days, 6:00:24 batch_cost: 2.2305 data_cost: 0.0010 ips: 12.5532 images/s [11/18 08:03:03] ppdet.engine INFO: Epoch: [72] [1980/3251] learning_rate: 0.034795 loss_vfl: 0.766060 loss_bbox: 0.268676 loss_dfl: 0.177771 loss: 1.218425 eta: 2 days, 5:59:41 batch_cost: 2.2209 data_cost: 0.0013 ips: 12.6074 images/s [11/18 08:03:51] ppdet.engine INFO: Epoch: [72] [2000/3251] learning_rate: 0.034780 loss_vfl: 0.771343 loss_bbox: 0.313714 loss_dfl: 0.199652 loss: 1.268211 eta: 2 days, 5:58:58 batch_cost: 2.2469 data_cost: 0.0010 ips: 12.4618 images/s [11/18 08:04:36] ppdet.engine INFO: Epoch: [72] [2020/3251] learning_rate: 0.034766 loss_vfl: 0.763385 loss_bbox: 0.289108 loss_dfl: 0.194836 loss: 1.210657 eta: 2 days, 5:58:14 batch_cost: 2.1609 data_cost: 0.0010 ips: 12.9574 images/s [11/18 08:05:23] ppdet.engine INFO: Epoch: [72] [2040/3251] learning_rate: 0.034751 loss_vfl: 0.751206 loss_bbox: 0.280069 loss_dfl: 0.185246 loss: 1.248652 eta: 2 days, 5:57:30 batch_cost: 2.1284 data_cost: 0.0009 ips: 13.1552 images/s [11/18 08:06:10] ppdet.engine INFO: Epoch: [72] [2060/3251] learning_rate: 0.034736 loss_vfl: 0.780377 loss_bbox: 0.264686 loss_dfl: 0.189965 loss: 1.240616 eta: 2 days, 5:56:46 batch_cost: 2.1723 data_cost: 0.0012 ips: 12.8894 images/s [11/18 08:06:56] ppdet.engine INFO: Epoch: [72] [2080/3251] learning_rate: 0.034722 loss_vfl: 0.759039 loss_bbox: 0.270434 loss_dfl: 0.183136 loss: 1.218521 eta: 2 days, 5:56:03 batch_cost: 2.2225 data_cost: 0.0010 ips: 12.5984 images/s [11/18 08:07:42] ppdet.engine INFO: Epoch: [72] [2100/3251] learning_rate: 0.034707 loss_vfl: 0.777436 loss_bbox: 0.263327 loss_dfl: 0.177465 loss: 1.226035 eta: 2 days, 5:55:19 batch_cost: 2.1996 data_cost: 0.0010 ips: 12.7293 images/s [11/18 08:08:30] ppdet.engine INFO: Epoch: [72] [2120/3251] learning_rate: 0.034693 loss_vfl: 0.752632 loss_bbox: 0.268859 loss_dfl: 0.185998 loss: 1.225542 eta: 2 days, 5:54:36 batch_cost: 2.1643 data_cost: 0.0009 ips: 12.9370 images/s [11/18 08:09:16] ppdet.engine INFO: Epoch: [72] [2140/3251] learning_rate: 0.034678 loss_vfl: 0.772932 loss_bbox: 0.271808 loss_dfl: 0.186781 loss: 1.217125 eta: 2 days, 5:53:52 batch_cost: 2.1922 data_cost: 0.0009 ips: 12.7728 images/s [11/18 08:10:03] ppdet.engine INFO: Epoch: [72] [2160/3251] learning_rate: 0.034663 loss_vfl: 0.763211 loss_bbox: 0.249498 loss_dfl: 0.168573 loss: 1.220447 eta: 2 days, 5:53:08 batch_cost: 2.1640 data_cost: 0.0009 ips: 12.9392 images/s [11/18 08:10:49] ppdet.engine INFO: Epoch: [72] [2180/3251] learning_rate: 0.034649 loss_vfl: 0.759711 loss_bbox: 0.285153 loss_dfl: 0.183426 loss: 1.253062 eta: 2 days, 5:52:24 batch_cost: 2.1766 data_cost: 0.0010 ips: 12.8638 images/s [11/18 08:11:38] ppdet.engine INFO: Epoch: [72] [2200/3251] learning_rate: 0.034634 loss_vfl: 0.777540 loss_bbox: 0.252132 loss_dfl: 0.175539 loss: 1.238708 eta: 2 days, 5:51:41 batch_cost: 2.2532 data_cost: 0.0009 ips: 12.4265 images/s [11/18 08:12:24] ppdet.engine INFO: Epoch: [72] [2220/3251] learning_rate: 0.034619 loss_vfl: 0.776636 loss_bbox: 0.239752 loss_dfl: 0.159877 loss: 1.215018 eta: 2 days, 5:50:58 batch_cost: 2.2255 data_cost: 0.0010 ips: 12.5813 images/s [11/18 08:13:10] ppdet.engine INFO: Epoch: [72] [2240/3251] learning_rate: 0.034605 loss_vfl: 0.795135 loss_bbox: 0.272810 loss_dfl: 0.185165 loss: 1.240000 eta: 2 days, 5:50:14 batch_cost: 2.0767 data_cost: 0.0009 ips: 13.4828 images/s [11/18 08:14:01] ppdet.engine INFO: Epoch: [72] [2260/3251] learning_rate: 0.034590 loss_vfl: 0.764783 loss_bbox: 0.244515 loss_dfl: 0.166038 loss: 1.207238 eta: 2 days, 5:49:31 batch_cost: 2.3544 data_cost: 0.0010 ips: 11.8928 images/s [11/18 08:14:48] ppdet.engine INFO: Epoch: [72] [2280/3251] learning_rate: 0.034576 loss_vfl: 0.781881 loss_bbox: 0.250083 loss_dfl: 0.183473 loss: 1.233335 eta: 2 days, 5:48:48 batch_cost: 2.2388 data_cost: 0.0009 ips: 12.5067 images/s [11/18 08:15:34] ppdet.engine INFO: Epoch: [72] [2300/3251] learning_rate: 0.034561 loss_vfl: 0.780409 loss_bbox: 0.280826 loss_dfl: 0.190793 loss: 1.257982 eta: 2 days, 5:48:04 batch_cost: 2.1007 data_cost: 0.0011 ips: 13.3288 images/s [11/18 08:16:20] ppdet.engine INFO: Epoch: [72] [2320/3251] learning_rate: 0.034546 loss_vfl: 0.783768 loss_bbox: 0.268075 loss_dfl: 0.183081 loss: 1.237062 eta: 2 days, 5:47:20 batch_cost: 2.1880 data_cost: 0.0010 ips: 12.7970 images/s [11/18 08:17:08] ppdet.engine INFO: Epoch: [72] [2340/3251] learning_rate: 0.034532 loss_vfl: 0.782118 loss_bbox: 0.265889 loss_dfl: 0.182746 loss: 1.250757 eta: 2 days, 5:46:37 batch_cost: 2.2315 data_cost: 0.0010 ips: 12.5477 images/s [11/18 08:17:57] ppdet.engine INFO: Epoch: [72] [2360/3251] learning_rate: 0.034517 loss_vfl: 0.772666 loss_bbox: 0.269969 loss_dfl: 0.180226 loss: 1.221291 eta: 2 days, 5:45:54 batch_cost: 2.3510 data_cost: 0.0010 ips: 11.9098 images/s [11/18 08:18:45] ppdet.engine INFO: Epoch: [72] [2380/3251] learning_rate: 0.034503 loss_vfl: 0.793119 loss_bbox: 0.266565 loss_dfl: 0.181012 loss: 1.243491 eta: 2 days, 5:45:11 batch_cost: 2.2883 data_cost: 0.0009 ips: 12.2362 images/s [11/18 08:19:31] ppdet.engine INFO: Epoch: [72] [2400/3251] learning_rate: 0.034488 loss_vfl: 0.774283 loss_bbox: 0.238386 loss_dfl: 0.161197 loss: 1.161040 eta: 2 days, 5:44:28 batch_cost: 2.1808 data_cost: 0.0013 ips: 12.8392 images/s [11/18 08:20:18] ppdet.engine INFO: Epoch: [72] [2420/3251] learning_rate: 0.034473 loss_vfl: 0.759033 loss_bbox: 0.248628 loss_dfl: 0.177848 loss: 1.168105 eta: 2 days, 5:43:45 batch_cost: 2.2563 data_cost: 0.0009 ips: 12.4098 images/s [11/18 08:21:05] ppdet.engine INFO: Epoch: [72] [2440/3251] learning_rate: 0.034459 loss_vfl: 0.773185 loss_bbox: 0.262037 loss_dfl: 0.176912 loss: 1.197368 eta: 2 days, 5:43:01 batch_cost: 2.1872 data_cost: 0.0016 ips: 12.8017 images/s [11/18 08:21:51] ppdet.engine INFO: Epoch: [72] [2460/3251] learning_rate: 0.034444 loss_vfl: 0.755620 loss_bbox: 0.247238 loss_dfl: 0.183364 loss: 1.187710 eta: 2 days, 5:42:17 batch_cost: 2.1987 data_cost: 0.0013 ips: 12.7347 images/s [11/18 08:22:38] ppdet.engine INFO: Epoch: [72] [2480/3251] learning_rate: 0.034430 loss_vfl: 0.767748 loss_bbox: 0.274941 loss_dfl: 0.182188 loss: 1.208466 eta: 2 days, 5:41:34 batch_cost: 2.1750 data_cost: 0.0010 ips: 12.8737 images/s [11/18 08:23:25] ppdet.engine INFO: Epoch: [72] [2500/3251] learning_rate: 0.034415 loss_vfl: 0.771978 loss_bbox: 0.265533 loss_dfl: 0.185124 loss: 1.234107 eta: 2 days, 5:40:50 batch_cost: 2.1892 data_cost: 0.0009 ips: 12.7901 images/s [11/18 08:24:11] ppdet.engine INFO: Epoch: [72] [2520/3251] learning_rate: 0.034400 loss_vfl: 0.782566 loss_bbox: 0.263135 loss_dfl: 0.177856 loss: 1.245950 eta: 2 days, 5:40:07 batch_cost: 2.2034 data_cost: 0.0011 ips: 12.7074 images/s [11/18 08:24:59] ppdet.engine INFO: Epoch: [72] [2540/3251] learning_rate: 0.034386 loss_vfl: 0.777829 loss_bbox: 0.268986 loss_dfl: 0.183386 loss: 1.237101 eta: 2 days, 5:39:23 batch_cost: 2.1866 data_cost: 0.0009 ips: 12.8053 images/s [11/18 08:25:48] ppdet.engine INFO: Epoch: [72] [2560/3251] learning_rate: 0.034371 loss_vfl: 0.779420 loss_bbox: 0.252458 loss_dfl: 0.179406 loss: 1.207970 eta: 2 days, 5:38:40 batch_cost: 2.2561 data_cost: 0.0012 ips: 12.4109 images/s [11/18 08:26:35] ppdet.engine INFO: Epoch: [72] [2580/3251] learning_rate: 0.034357 loss_vfl: 0.769889 loss_bbox: 0.293366 loss_dfl: 0.193867 loss: 1.263816 eta: 2 days, 5:37:55 batch_cost: 2.0486 data_cost: 0.0010 ips: 13.6680 images/s [11/18 08:27:22] ppdet.engine INFO: Epoch: [72] [2600/3251] learning_rate: 0.034342 loss_vfl: 0.775933 loss_bbox: 0.242555 loss_dfl: 0.177322 loss: 1.203229 eta: 2 days, 5:37:12 batch_cost: 2.1907 data_cost: 0.0010 ips: 12.7810 images/s [11/18 08:28:08] ppdet.engine INFO: Epoch: [72] [2620/3251] learning_rate: 0.034327 loss_vfl: 0.770786 loss_bbox: 0.277565 loss_dfl: 0.183297 loss: 1.209887 eta: 2 days, 5:36:28 batch_cost: 2.1954 data_cost: 0.0009 ips: 12.7537 images/s [11/18 08:28:57] ppdet.engine INFO: Epoch: [72] [2640/3251] learning_rate: 0.034313 loss_vfl: 0.761037 loss_bbox: 0.252613 loss_dfl: 0.172378 loss: 1.217451 eta: 2 days, 5:35:45 batch_cost: 2.3132 data_cost: 0.0010 ips: 12.1043 images/s [11/18 08:29:44] ppdet.engine INFO: Epoch: [72] [2660/3251] learning_rate: 0.034298 loss_vfl: 0.776512 loss_bbox: 0.266308 loss_dfl: 0.174762 loss: 1.210926 eta: 2 days, 5:35:02 batch_cost: 2.2347 data_cost: 0.0016 ips: 12.5294 images/s [11/18 08:30:32] ppdet.engine INFO: Epoch: [72] [2680/3251] learning_rate: 0.034284 loss_vfl: 0.776282 loss_bbox: 0.275394 loss_dfl: 0.186102 loss: 1.212309 eta: 2 days, 5:34:19 batch_cost: 2.2803 data_cost: 0.0010 ips: 12.2789 images/s [11/18 08:31:21] ppdet.engine INFO: Epoch: [72] [2700/3251] learning_rate: 0.034269 loss_vfl: 0.779862 loss_bbox: 0.232887 loss_dfl: 0.165657 loss: 1.178884 eta: 2 days, 5:33:37 batch_cost: 2.3134 data_cost: 0.0010 ips: 12.1034 images/s [11/18 08:32:11] ppdet.engine INFO: Epoch: [72] [2720/3251] learning_rate: 0.034255 loss_vfl: 0.755558 loss_bbox: 0.252916 loss_dfl: 0.184836 loss: 1.191382 eta: 2 days, 5:32:54 batch_cost: 2.3917 data_cost: 0.0011 ips: 11.7070 images/s [11/18 08:32:58] ppdet.engine INFO: Epoch: [72] [2740/3251] learning_rate: 0.034240 loss_vfl: 0.781019 loss_bbox: 0.292896 loss_dfl: 0.186014 loss: 1.269476 eta: 2 days, 5:32:11 batch_cost: 2.2700 data_cost: 0.0010 ips: 12.3349 images/s [11/18 08:33:45] ppdet.engine INFO: Epoch: [72] [2760/3251] learning_rate: 0.034225 loss_vfl: 0.790161 loss_bbox: 0.278626 loss_dfl: 0.189853 loss: 1.269733 eta: 2 days, 5:31:28 batch_cost: 2.2060 data_cost: 0.0012 ips: 12.6929 images/s [11/18 08:34:31] ppdet.engine INFO: Epoch: [72] [2780/3251] learning_rate: 0.034211 loss_vfl: 0.776078 loss_bbox: 0.245937 loss_dfl: 0.172045 loss: 1.196853 eta: 2 days, 5:30:44 batch_cost: 2.1765 data_cost: 0.0010 ips: 12.8649 images/s [11/18 08:35:17] ppdet.engine INFO: Epoch: [72] [2800/3251] learning_rate: 0.034196 loss_vfl: 0.759579 loss_bbox: 0.280607 loss_dfl: 0.184650 loss: 1.218960 eta: 2 days, 5:30:00 batch_cost: 2.1703 data_cost: 0.0015 ips: 12.9015 images/s [11/18 08:36:04] ppdet.engine INFO: Epoch: [72] [2820/3251] learning_rate: 0.034182 loss_vfl: 0.744623 loss_bbox: 0.241387 loss_dfl: 0.167445 loss: 1.142139 eta: 2 days, 5:29:17 batch_cost: 2.1688 data_cost: 0.0009 ips: 12.9105 images/s [11/18 08:36:53] ppdet.engine INFO: Epoch: [72] [2840/3251] learning_rate: 0.034167 loss_vfl: 0.771888 loss_bbox: 0.267641 loss_dfl: 0.184819 loss: 1.237900 eta: 2 days, 5:28:34 batch_cost: 2.3293 data_cost: 0.0010 ips: 12.0206 images/s [11/18 08:37:38] ppdet.engine INFO: Epoch: [72] [2860/3251] learning_rate: 0.034153 loss_vfl: 0.774460 loss_bbox: 0.292142 loss_dfl: 0.195015 loss: 1.263790 eta: 2 days, 5:27:50 batch_cost: 2.1386 data_cost: 0.0011 ips: 13.0928 images/s [11/18 08:38:25] ppdet.engine INFO: Epoch: [72] [2880/3251] learning_rate: 0.034138 loss_vfl: 0.755293 loss_bbox: 0.291274 loss_dfl: 0.188671 loss: 1.267896 eta: 2 days, 5:27:06 batch_cost: 2.1131 data_cost: 0.0009 ips: 13.2505 images/s [11/18 08:39:13] ppdet.engine INFO: Epoch: [72] [2900/3251] learning_rate: 0.034124 loss_vfl: 0.753491 loss_bbox: 0.277442 loss_dfl: 0.186448 loss: 1.221548 eta: 2 days, 5:26:23 batch_cost: 2.2618 data_cost: 0.0010 ips: 12.3797 images/s [11/18 08:40:01] ppdet.engine INFO: Epoch: [72] [2920/3251] learning_rate: 0.034109 loss_vfl: 0.742447 loss_bbox: 0.265715 loss_dfl: 0.183864 loss: 1.229701 eta: 2 days, 5:25:40 batch_cost: 2.2850 data_cost: 0.0022 ips: 12.2538 images/s [11/18 08:40:48] ppdet.engine INFO: Epoch: [72] [2940/3251] learning_rate: 0.034095 loss_vfl: 0.754479 loss_bbox: 0.244448 loss_dfl: 0.174757 loss: 1.198827 eta: 2 days, 5:24:57 batch_cost: 2.2440 data_cost: 0.0009 ips: 12.4776 images/s [11/18 08:41:36] ppdet.engine INFO: Epoch: [72] [2960/3251] learning_rate: 0.034080 loss_vfl: 0.751744 loss_bbox: 0.251448 loss_dfl: 0.176153 loss: 1.195760 eta: 2 days, 5:24:14 batch_cost: 2.2931 data_cost: 0.0010 ips: 12.2107 images/s [11/18 08:42:22] ppdet.engine INFO: Epoch: [72] [2980/3251] learning_rate: 0.034065 loss_vfl: 0.794773 loss_bbox: 0.279208 loss_dfl: 0.198716 loss: 1.270037 eta: 2 days, 5:23:30 batch_cost: 2.1338 data_cost: 0.0009 ips: 13.1220 images/s [11/18 08:43:10] ppdet.engine INFO: Epoch: [72] [3000/3251] learning_rate: 0.034051 loss_vfl: 0.776785 loss_bbox: 0.308308 loss_dfl: 0.191394 loss: 1.273361 eta: 2 days, 5:22:47 batch_cost: 2.2771 data_cost: 0.0010 ips: 12.2961 images/s [11/18 08:43:57] ppdet.engine INFO: Epoch: [72] [3020/3251] learning_rate: 0.034036 loss_vfl: 0.775057 loss_bbox: 0.279867 loss_dfl: 0.187213 loss: 1.224231 eta: 2 days, 5:22:04 batch_cost: 2.2571 data_cost: 0.0009 ips: 12.4052 images/s [11/18 08:44:44] ppdet.engine INFO: Epoch: [72] [3040/3251] learning_rate: 0.034022 loss_vfl: 0.775960 loss_bbox: 0.257127 loss_dfl: 0.182139 loss: 1.205583 eta: 2 days, 5:21:20 batch_cost: 2.1988 data_cost: 0.0013 ips: 12.7344 images/s [11/18 08:45:30] ppdet.engine INFO: Epoch: [72] [3060/3251] learning_rate: 0.034007 loss_vfl: 0.793052 loss_bbox: 0.252656 loss_dfl: 0.178464 loss: 1.210419 eta: 2 days, 5:20:37 batch_cost: 2.2209 data_cost: 0.0011 ips: 12.6075 images/s [11/18 08:46:18] ppdet.engine INFO: Epoch: [72] [3080/3251] learning_rate: 0.033993 loss_vfl: 0.777958 loss_bbox: 0.260724 loss_dfl: 0.171881 loss: 1.256672 eta: 2 days, 5:19:54 batch_cost: 2.2879 data_cost: 0.0011 ips: 12.2383 images/s [11/18 08:47:04] ppdet.engine INFO: Epoch: [72] [3100/3251] learning_rate: 0.033978 loss_vfl: 0.815667 loss_bbox: 0.300071 loss_dfl: 0.191591 loss: 1.315377 eta: 2 days, 5:19:11 batch_cost: 2.2062 data_cost: 0.0010 ips: 12.6918 images/s [11/18 08:47:52] ppdet.engine INFO: Epoch: [72] [3120/3251] learning_rate: 0.033964 loss_vfl: 0.765644 loss_bbox: 0.240839 loss_dfl: 0.166309 loss: 1.156962 eta: 2 days, 5:18:27 batch_cost: 2.1672 data_cost: 0.0009 ips: 12.9201 images/s [11/18 08:48:40] ppdet.engine INFO: Epoch: [72] [3140/3251] learning_rate: 0.033949 loss_vfl: 0.755171 loss_bbox: 0.262094 loss_dfl: 0.173890 loss: 1.177060 eta: 2 days, 5:17:43 batch_cost: 2.2348 data_cost: 0.0010 ips: 12.5293 images/s [11/18 08:49:25] ppdet.engine INFO: Epoch: [72] [3160/3251] learning_rate: 0.033935 loss_vfl: 0.787666 loss_bbox: 0.261250 loss_dfl: 0.178513 loss: 1.231623 eta: 2 days, 5:17:00 batch_cost: 2.1831 data_cost: 0.0009 ips: 12.8255 images/s [11/18 08:50:12] ppdet.engine INFO: Epoch: [72] [3180/3251] learning_rate: 0.033920 loss_vfl: 0.772862 loss_bbox: 0.273604 loss_dfl: 0.178639 loss: 1.233269 eta: 2 days, 5:16:16 batch_cost: 2.1961 data_cost: 0.0012 ips: 12.7500 images/s [11/18 08:50:58] ppdet.engine INFO: Epoch: [72] [3200/3251] learning_rate: 0.033906 loss_vfl: 0.781695 loss_bbox: 0.253402 loss_dfl: 0.178265 loss: 1.197759 eta: 2 days, 5:15:33 batch_cost: 2.2294 data_cost: 0.0010 ips: 12.5595 images/s [11/18 08:51:44] ppdet.engine INFO: Epoch: [72] [3220/3251] learning_rate: 0.033891 loss_vfl: 0.775011 loss_bbox: 0.287966 loss_dfl: 0.187380 loss: 1.260838 eta: 2 days, 5:14:49 batch_cost: 2.1509 data_cost: 0.0010 ips: 13.0180 images/s [11/18 08:52:29] ppdet.engine INFO: Epoch: [72] [3240/3251] learning_rate: 0.033877 loss_vfl: 0.764186 loss_bbox: 0.253709 loss_dfl: 0.176586 loss: 1.195433 eta: 2 days, 5:14:05 batch_cost: 2.1180 data_cost: 0.0017 ips: 13.2203 images/s [11/18 08:53:08] ppdet.engine INFO: Epoch: [73] [ 0/3251] learning_rate: 0.033869 loss_vfl: 0.769484 loss_bbox: 0.242637 loss_dfl: 0.182090 loss: 1.194239 eta: 2 days, 5:13:42 batch_cost: 2.3130 data_cost: 0.6249 ips: 12.1057 images/s [11/18 08:54:01] ppdet.engine INFO: Epoch: [73] [ 20/3251] learning_rate: 0.033854 loss_vfl: 0.772367 loss_bbox: 0.250115 loss_dfl: 0.189630 loss: 1.208293 eta: 2 days, 5:13:01 batch_cost: 2.4477 data_cost: 0.0010 ips: 11.4394 images/s [11/18 08:54:50] ppdet.engine INFO: Epoch: [73] [ 40/3251] learning_rate: 0.033840 loss_vfl: 0.766231 loss_bbox: 0.254383 loss_dfl: 0.172491 loss: 1.206529 eta: 2 days, 5:12:18 batch_cost: 2.3363 data_cost: 0.0011 ips: 11.9848 images/s [11/18 08:55:37] ppdet.engine INFO: Epoch: [73] [ 60/3251] learning_rate: 0.033825 loss_vfl: 0.769021 loss_bbox: 0.297877 loss_dfl: 0.189990 loss: 1.253624 eta: 2 days, 5:11:35 batch_cost: 2.2461 data_cost: 0.0009 ips: 12.4661 images/s [11/18 08:56:24] ppdet.engine INFO: Epoch: [73] [ 80/3251] learning_rate: 0.033811 loss_vfl: 0.762966 loss_bbox: 0.254233 loss_dfl: 0.177884 loss: 1.211337 eta: 2 days, 5:10:51 batch_cost: 2.1770 data_cost: 0.0010 ips: 12.8617 images/s [11/18 08:57:11] ppdet.engine INFO: Epoch: [73] [ 100/3251] learning_rate: 0.033796 loss_vfl: 0.754543 loss_bbox: 0.273461 loss_dfl: 0.193132 loss: 1.210753 eta: 2 days, 5:10:08 batch_cost: 2.2617 data_cost: 0.0010 ips: 12.3800 images/s [11/18 08:57:58] ppdet.engine INFO: Epoch: [73] [ 120/3251] learning_rate: 0.033782 loss_vfl: 0.768260 loss_bbox: 0.293273 loss_dfl: 0.199490 loss: 1.227634 eta: 2 days, 5:09:25 batch_cost: 2.2133 data_cost: 0.0012 ips: 12.6505 images/s [11/18 08:58:44] ppdet.engine INFO: Epoch: [73] [ 140/3251] learning_rate: 0.033767 loss_vfl: 0.761766 loss_bbox: 0.260117 loss_dfl: 0.191158 loss: 1.259463 eta: 2 days, 5:08:41 batch_cost: 2.2204 data_cost: 0.0010 ips: 12.6101 images/s [11/18 08:59:30] ppdet.engine INFO: Epoch: [73] [ 160/3251] learning_rate: 0.033753 loss_vfl: 0.814807 loss_bbox: 0.247267 loss_dfl: 0.166096 loss: 1.212904 eta: 2 days, 5:07:58 batch_cost: 2.1830 data_cost: 0.0011 ips: 12.8266 images/s [11/18 09:00:16] ppdet.engine INFO: Epoch: [73] [ 180/3251] learning_rate: 0.033738 loss_vfl: 0.755396 loss_bbox: 0.243139 loss_dfl: 0.188542 loss: 1.209102 eta: 2 days, 5:07:14 batch_cost: 2.2034 data_cost: 0.0010 ips: 12.7075 images/s [11/18 09:01:05] ppdet.engine INFO: Epoch: [73] [ 200/3251] learning_rate: 0.033724 loss_vfl: 0.755366 loss_bbox: 0.275453 loss_dfl: 0.191879 loss: 1.226002 eta: 2 days, 5:06:32 batch_cost: 2.3651 data_cost: 0.0015 ips: 11.8388 images/s [11/18 09:01:52] ppdet.engine INFO: Epoch: [73] [ 220/3251] learning_rate: 0.033709 loss_vfl: 0.763112 loss_bbox: 0.263889 loss_dfl: 0.179601 loss: 1.170888 eta: 2 days, 5:05:49 batch_cost: 2.2419 data_cost: 0.0010 ips: 12.4894 images/s [11/18 09:02:40] ppdet.engine INFO: Epoch: [73] [ 240/3251] learning_rate: 0.033695 loss_vfl: 0.769591 loss_bbox: 0.248939 loss_dfl: 0.175331 loss: 1.213272 eta: 2 days, 5:05:05 batch_cost: 2.2192 data_cost: 0.0011 ips: 12.6173 images/s [11/18 09:03:27] ppdet.engine INFO: Epoch: [73] [ 260/3251] learning_rate: 0.033681 loss_vfl: 0.786175 loss_bbox: 0.300574 loss_dfl: 0.198477 loss: 1.295112 eta: 2 days, 5:04:21 batch_cost: 2.1891 data_cost: 0.0010 ips: 12.7904 images/s [11/18 09:04:15] ppdet.engine INFO: Epoch: [73] [ 280/3251] learning_rate: 0.033666 loss_vfl: 0.772104 loss_bbox: 0.284810 loss_dfl: 0.182150 loss: 1.234318 eta: 2 days, 5:03:38 batch_cost: 2.2677 data_cost: 0.0010 ips: 12.3473 images/s [11/18 09:05:02] ppdet.engine INFO: Epoch: [73] [ 300/3251] learning_rate: 0.033652 loss_vfl: 0.758061 loss_bbox: 0.300603 loss_dfl: 0.197889 loss: 1.265021 eta: 2 days, 5:02:54 batch_cost: 2.1001 data_cost: 0.0010 ips: 13.3327 images/s [11/18 09:05:50] ppdet.engine INFO: Epoch: [73] [ 320/3251] learning_rate: 0.033637 loss_vfl: 0.771242 loss_bbox: 0.256499 loss_dfl: 0.174977 loss: 1.176249 eta: 2 days, 5:02:11 batch_cost: 2.1878 data_cost: 0.0011 ips: 12.7981 images/s [11/18 09:06:35] ppdet.engine INFO: Epoch: [73] [ 340/3251] learning_rate: 0.033623 loss_vfl: 0.778093 loss_bbox: 0.264173 loss_dfl: 0.180263 loss: 1.215356 eta: 2 days, 5:01:27 batch_cost: 2.1672 data_cost: 0.0017 ips: 12.9198 images/s [11/18 09:07:25] ppdet.engine INFO: Epoch: [73] [ 360/3251] learning_rate: 0.033608 loss_vfl: 0.762705 loss_bbox: 0.244374 loss_dfl: 0.167892 loss: 1.168624 eta: 2 days, 5:00:44 batch_cost: 2.3406 data_cost: 0.0010 ips: 11.9625 images/s [11/18 09:08:11] ppdet.engine INFO: Epoch: [73] [ 380/3251] learning_rate: 0.033594 loss_vfl: 0.767384 loss_bbox: 0.243625 loss_dfl: 0.163524 loss: 1.182988 eta: 2 days, 5:00:01 batch_cost: 2.2080 data_cost: 0.0013 ips: 12.6813 images/s [11/18 09:08:57] ppdet.engine INFO: Epoch: [73] [ 400/3251] learning_rate: 0.033579 loss_vfl: 0.759481 loss_bbox: 0.262347 loss_dfl: 0.187277 loss: 1.238288 eta: 2 days, 4:59:17 batch_cost: 2.1978 data_cost: 0.0010 ips: 12.7399 images/s [11/18 09:09:45] ppdet.engine INFO: Epoch: [73] [ 420/3251] learning_rate: 0.033565 loss_vfl: 0.768962 loss_bbox: 0.283422 loss_dfl: 0.190305 loss: 1.238895 eta: 2 days, 4:58:34 batch_cost: 2.2614 data_cost: 0.0014 ips: 12.3819 images/s [11/18 09:10:32] ppdet.engine INFO: Epoch: [73] [ 440/3251] learning_rate: 0.033550 loss_vfl: 0.747176 loss_bbox: 0.280357 loss_dfl: 0.192972 loss: 1.234958 eta: 2 days, 4:57:51 batch_cost: 2.2067 data_cost: 0.0009 ips: 12.6884 images/s [11/18 09:11:19] ppdet.engine INFO: Epoch: [73] [ 460/3251] learning_rate: 0.033536 loss_vfl: 0.752906 loss_bbox: 0.245074 loss_dfl: 0.193095 loss: 1.221967 eta: 2 days, 4:57:07 batch_cost: 2.2077 data_cost: 0.0010 ips: 12.6828 images/s [11/18 09:12:08] ppdet.engine INFO: Epoch: [73] [ 480/3251] learning_rate: 0.033522 loss_vfl: 0.728557 loss_bbox: 0.223185 loss_dfl: 0.160405 loss: 1.135242 eta: 2 days, 4:56:24 batch_cost: 2.2950 data_cost: 0.0014 ips: 12.2002 images/s [11/18 09:12:54] ppdet.engine INFO: Epoch: [73] [ 500/3251] learning_rate: 0.033507 loss_vfl: 0.742430 loss_bbox: 0.251300 loss_dfl: 0.168695 loss: 1.159345 eta: 2 days, 4:55:41 batch_cost: 2.1830 data_cost: 0.0010 ips: 12.8266 images/s [11/18 09:13:41] ppdet.engine INFO: Epoch: [73] [ 520/3251] learning_rate: 0.033493 loss_vfl: 0.780264 loss_bbox: 0.243178 loss_dfl: 0.162847 loss: 1.196715 eta: 2 days, 4:54:57 batch_cost: 2.1985 data_cost: 0.0009 ips: 12.7359 images/s [11/18 09:14:26] ppdet.engine INFO: Epoch: [73] [ 540/3251] learning_rate: 0.033478 loss_vfl: 0.738965 loss_bbox: 0.258438 loss_dfl: 0.175790 loss: 1.203437 eta: 2 days, 4:54:13 batch_cost: 2.1054 data_cost: 0.0010 ips: 13.2993 images/s [11/18 09:15:11] ppdet.engine INFO: Epoch: [73] [ 560/3251] learning_rate: 0.033464 loss_vfl: 0.762223 loss_bbox: 0.256723 loss_dfl: 0.182290 loss: 1.183865 eta: 2 days, 4:53:29 batch_cost: 2.1776 data_cost: 0.0009 ips: 12.8584 images/s [11/18 09:16:00] ppdet.engine INFO: Epoch: [73] [ 580/3251] learning_rate: 0.033449 loss_vfl: 0.783014 loss_bbox: 0.246838 loss_dfl: 0.165351 loss: 1.195666 eta: 2 days, 4:52:46 batch_cost: 2.2706 data_cost: 0.0009 ips: 12.3317 images/s [11/18 09:16:49] ppdet.engine INFO: Epoch: [73] [ 600/3251] learning_rate: 0.033435 loss_vfl: 0.769765 loss_bbox: 0.269586 loss_dfl: 0.178139 loss: 1.231426 eta: 2 days, 4:52:04 batch_cost: 2.3474 data_cost: 0.0010 ips: 11.9282 images/s [11/18 09:17:38] ppdet.engine INFO: Epoch: [73] [ 620/3251] learning_rate: 0.033421 loss_vfl: 0.756443 loss_bbox: 0.263790 loss_dfl: 0.176344 loss: 1.202700 eta: 2 days, 4:51:20 batch_cost: 2.2437 data_cost: 0.0014 ips: 12.4793 images/s [11/18 09:18:26] ppdet.engine INFO: Epoch: [73] [ 640/3251] learning_rate: 0.033406 loss_vfl: 0.766411 loss_bbox: 0.280279 loss_dfl: 0.188111 loss: 1.223388 eta: 2 days, 4:50:38 batch_cost: 2.2828 data_cost: 0.0013 ips: 12.2658 images/s [11/18 09:19:15] ppdet.engine INFO: Epoch: [73] [ 660/3251] learning_rate: 0.033392 loss_vfl: 0.761173 loss_bbox: 0.309140 loss_dfl: 0.205725 loss: 1.257402 eta: 2 days, 4:49:55 batch_cost: 2.3174 data_cost: 0.0012 ips: 12.0825 images/s [11/18 09:20:03] ppdet.engine INFO: Epoch: [73] [ 680/3251] learning_rate: 0.033377 loss_vfl: 0.774815 loss_bbox: 0.237245 loss_dfl: 0.160896 loss: 1.183736 eta: 2 days, 4:49:12 batch_cost: 2.2400 data_cost: 0.0009 ips: 12.5002 images/s [11/18 09:20:49] ppdet.engine INFO: Epoch: [73] [ 700/3251] learning_rate: 0.033363 loss_vfl: 0.774023 loss_bbox: 0.248472 loss_dfl: 0.177420 loss: 1.216569 eta: 2 days, 4:48:28 batch_cost: 2.2418 data_cost: 0.0010 ips: 12.4901 images/s [11/18 09:21:36] ppdet.engine INFO: Epoch: [73] [ 720/3251] learning_rate: 0.033349 loss_vfl: 0.772130 loss_bbox: 0.263342 loss_dfl: 0.178396 loss: 1.209264 eta: 2 days, 4:47:44 batch_cost: 2.1324 data_cost: 0.0012 ips: 13.1306 images/s [11/18 09:22:24] ppdet.engine INFO: Epoch: [73] [ 740/3251] learning_rate: 0.033334 loss_vfl: 0.763598 loss_bbox: 0.247929 loss_dfl: 0.169517 loss: 1.164390 eta: 2 days, 4:47:01 batch_cost: 2.2862 data_cost: 0.0010 ips: 12.2476 images/s [11/18 09:23:10] ppdet.engine INFO: Epoch: [73] [ 760/3251] learning_rate: 0.033320 loss_vfl: 0.748291 loss_bbox: 0.244391 loss_dfl: 0.167765 loss: 1.158303 eta: 2 days, 4:46:18 batch_cost: 2.1593 data_cost: 0.0010 ips: 12.9670 images/s [11/18 09:23:57] ppdet.engine INFO: Epoch: [73] [ 780/3251] learning_rate: 0.033305 loss_vfl: 0.749053 loss_bbox: 0.238870 loss_dfl: 0.165976 loss: 1.173915 eta: 2 days, 4:45:34 batch_cost: 2.1734 data_cost: 0.0010 ips: 12.8830 images/s [11/18 09:24:45] ppdet.engine INFO: Epoch: [73] [ 800/3251] learning_rate: 0.033291 loss_vfl: 0.755785 loss_bbox: 0.225006 loss_dfl: 0.149344 loss: 1.116706 eta: 2 days, 4:44:51 batch_cost: 2.3423 data_cost: 0.0009 ips: 11.9541 images/s [11/18 09:25:33] ppdet.engine INFO: Epoch: [73] [ 820/3251] learning_rate: 0.033277 loss_vfl: 0.760978 loss_bbox: 0.273286 loss_dfl: 0.176350 loss: 1.207665 eta: 2 days, 4:44:08 batch_cost: 2.2879 data_cost: 0.0011 ips: 12.2384 images/s [11/18 09:26:21] ppdet.engine INFO: Epoch: [73] [ 840/3251] learning_rate: 0.033262 loss_vfl: 0.789566 loss_bbox: 0.262704 loss_dfl: 0.186528 loss: 1.217140 eta: 2 days, 4:43:25 batch_cost: 2.2262 data_cost: 0.0010 ips: 12.5776 images/s [11/18 09:27:08] ppdet.engine INFO: Epoch: [73] [ 860/3251] learning_rate: 0.033248 loss_vfl: 0.783716 loss_bbox: 0.245874 loss_dfl: 0.181177 loss: 1.172445 eta: 2 days, 4:42:42 batch_cost: 2.2448 data_cost: 0.0010 ips: 12.4731 images/s [11/18 09:27:54] ppdet.engine INFO: Epoch: [73] [ 880/3251] learning_rate: 0.033233 loss_vfl: 0.782255 loss_bbox: 0.260478 loss_dfl: 0.182320 loss: 1.221786 eta: 2 days, 4:41:58 batch_cost: 2.1424 data_cost: 0.0009 ips: 13.0697 images/s [11/18 09:28:40] ppdet.engine INFO: Epoch: [73] [ 900/3251] learning_rate: 0.033219 loss_vfl: 0.742261 loss_bbox: 0.252229 loss_dfl: 0.165347 loss: 1.213740 eta: 2 days, 4:41:14 batch_cost: 2.1435 data_cost: 0.0012 ips: 13.0625 images/s [11/18 09:29:30] ppdet.engine INFO: Epoch: [73] [ 920/3251] learning_rate: 0.033205 loss_vfl: 0.781613 loss_bbox: 0.283071 loss_dfl: 0.187163 loss: 1.257804 eta: 2 days, 4:40:31 batch_cost: 2.3015 data_cost: 0.0012 ips: 12.1661 images/s [11/18 09:30:17] ppdet.engine INFO: Epoch: [73] [ 940/3251] learning_rate: 0.033190 loss_vfl: 0.773588 loss_bbox: 0.284502 loss_dfl: 0.190800 loss: 1.236185 eta: 2 days, 4:39:48 batch_cost: 2.2204 data_cost: 0.0011 ips: 12.6101 images/s [11/18 09:31:04] ppdet.engine INFO: Epoch: [73] [ 960/3251] learning_rate: 0.033176 loss_vfl: 0.752252 loss_bbox: 0.256242 loss_dfl: 0.172557 loss: 1.184703 eta: 2 days, 4:39:05 batch_cost: 2.2657 data_cost: 0.0015 ips: 12.3580 images/s [11/18 09:31:53] ppdet.engine INFO: Epoch: [73] [ 980/3251] learning_rate: 0.033161 loss_vfl: 0.767089 loss_bbox: 0.262141 loss_dfl: 0.178382 loss: 1.211188 eta: 2 days, 4:38:22 batch_cost: 2.2601 data_cost: 0.0011 ips: 12.3888 images/s [11/18 09:32:40] ppdet.engine INFO: Epoch: [73] [1000/3251] learning_rate: 0.033147 loss_vfl: 0.765627 loss_bbox: 0.271061 loss_dfl: 0.196618 loss: 1.229592 eta: 2 days, 4:37:39 batch_cost: 2.2722 data_cost: 0.0009 ips: 12.3228 images/s [11/18 09:33:27] ppdet.engine INFO: Epoch: [73] [1020/3251] learning_rate: 0.033133 loss_vfl: 0.758159 loss_bbox: 0.277246 loss_dfl: 0.195949 loss: 1.252004 eta: 2 days, 4:36:55 batch_cost: 2.2323 data_cost: 0.0010 ips: 12.5431 images/s [11/18 09:34:16] ppdet.engine INFO: Epoch: [73] [1040/3251] learning_rate: 0.033118 loss_vfl: 0.753439 loss_bbox: 0.286412 loss_dfl: 0.193229 loss: 1.245640 eta: 2 days, 4:36:12 batch_cost: 2.2498 data_cost: 0.0009 ips: 12.4457 images/s [11/18 09:35:04] ppdet.engine INFO: Epoch: [73] [1060/3251] learning_rate: 0.033104 loss_vfl: 0.765602 loss_bbox: 0.273329 loss_dfl: 0.185474 loss: 1.225218 eta: 2 days, 4:35:29 batch_cost: 2.2934 data_cost: 0.0011 ips: 12.2091 images/s [11/18 09:35:49] ppdet.engine INFO: Epoch: [73] [1080/3251] learning_rate: 0.033090 loss_vfl: 0.754735 loss_bbox: 0.270146 loss_dfl: 0.187761 loss: 1.233237 eta: 2 days, 4:34:45 batch_cost: 2.1572 data_cost: 0.0009 ips: 12.9796 images/s [11/18 09:36:37] ppdet.engine INFO: Epoch: [73] [1100/3251] learning_rate: 0.033075 loss_vfl: 0.758804 loss_bbox: 0.287159 loss_dfl: 0.198908 loss: 1.226189 eta: 2 days, 4:34:02 batch_cost: 2.2741 data_cost: 0.0009 ips: 12.3125 images/s [11/18 09:37:24] ppdet.engine INFO: Epoch: [73] [1120/3251] learning_rate: 0.033061 loss_vfl: 0.765327 loss_bbox: 0.214326 loss_dfl: 0.158568 loss: 1.164953 eta: 2 days, 4:33:19 batch_cost: 2.2569 data_cost: 0.0010 ips: 12.4063 images/s [11/18 09:38:11] ppdet.engine INFO: Epoch: [73] [1140/3251] learning_rate: 0.033046 loss_vfl: 0.777948 loss_bbox: 0.240833 loss_dfl: 0.171727 loss: 1.174540 eta: 2 days, 4:32:36 batch_cost: 2.2350 data_cost: 0.0017 ips: 12.5278 images/s [11/18 09:38:59] ppdet.engine INFO: Epoch: [73] [1160/3251] learning_rate: 0.033032 loss_vfl: 0.754336 loss_bbox: 0.239242 loss_dfl: 0.169554 loss: 1.166593 eta: 2 days, 4:31:53 batch_cost: 2.2578 data_cost: 0.0009 ips: 12.4015 images/s [11/18 09:39:46] ppdet.engine INFO: Epoch: [73] [1180/3251] learning_rate: 0.033018 loss_vfl: 0.759696 loss_bbox: 0.244062 loss_dfl: 0.171562 loss: 1.187531 eta: 2 days, 4:31:10 batch_cost: 2.2440 data_cost: 0.0009 ips: 12.4777 images/s [11/18 09:40:35] ppdet.engine INFO: Epoch: [73] [1200/3251] learning_rate: 0.033003 loss_vfl: 0.744318 loss_bbox: 0.288699 loss_dfl: 0.188247 loss: 1.230287 eta: 2 days, 4:30:27 batch_cost: 2.2945 data_cost: 0.0011 ips: 12.2033 images/s [11/18 09:41:24] ppdet.engine INFO: Epoch: [73] [1220/3251] learning_rate: 0.032989 loss_vfl: 0.775880 loss_bbox: 0.254131 loss_dfl: 0.173361 loss: 1.205020 eta: 2 days, 4:29:44 batch_cost: 2.2968 data_cost: 0.0009 ips: 12.1909 images/s [11/18 09:42:09] ppdet.engine INFO: Epoch: [73] [1240/3251] learning_rate: 0.032975 loss_vfl: 0.764012 loss_bbox: 0.249236 loss_dfl: 0.178434 loss: 1.193557 eta: 2 days, 4:28:59 batch_cost: 2.0045 data_cost: 0.0012 ips: 13.9688 images/s [11/18 09:42:57] ppdet.engine INFO: Epoch: [73] [1260/3251] learning_rate: 0.032960 loss_vfl: 0.775078 loss_bbox: 0.249975 loss_dfl: 0.173073 loss: 1.202411 eta: 2 days, 4:28:15 batch_cost: 2.1936 data_cost: 0.0009 ips: 12.7643 images/s [11/18 09:43:43] ppdet.engine INFO: Epoch: [73] [1280/3251] learning_rate: 0.032946 loss_vfl: 0.762141 loss_bbox: 0.268147 loss_dfl: 0.195687 loss: 1.225134 eta: 2 days, 4:27:31 batch_cost: 2.1506 data_cost: 0.0009 ips: 13.0195 images/s [11/18 09:44:32] ppdet.engine INFO: Epoch: [73] [1300/3251] learning_rate: 0.032932 loss_vfl: 0.778293 loss_bbox: 0.285565 loss_dfl: 0.187950 loss: 1.268302 eta: 2 days, 4:26:49 batch_cost: 2.3424 data_cost: 0.0009 ips: 11.9538 images/s [11/18 09:45:19] ppdet.engine INFO: Epoch: [73] [1320/3251] learning_rate: 0.032917 loss_vfl: 0.771638 loss_bbox: 0.255763 loss_dfl: 0.176194 loss: 1.207858 eta: 2 days, 4:26:06 batch_cost: 2.2878 data_cost: 0.0009 ips: 12.2391 images/s [11/18 09:46:08] ppdet.engine INFO: Epoch: [73] [1340/3251] learning_rate: 0.032903 loss_vfl: 0.752781 loss_bbox: 0.266085 loss_dfl: 0.180306 loss: 1.203348 eta: 2 days, 4:25:23 batch_cost: 2.2829 data_cost: 0.0009 ips: 12.2653 images/s [11/18 09:46:55] ppdet.engine INFO: Epoch: [73] [1360/3251] learning_rate: 0.032889 loss_vfl: 0.792671 loss_bbox: 0.246756 loss_dfl: 0.170231 loss: 1.177185 eta: 2 days, 4:24:40 batch_cost: 2.2301 data_cost: 0.0010 ips: 12.5552 images/s [11/18 09:47:41] ppdet.engine INFO: Epoch: [73] [1380/3251] learning_rate: 0.032874 loss_vfl: 0.768898 loss_bbox: 0.269119 loss_dfl: 0.174730 loss: 1.204796 eta: 2 days, 4:23:56 batch_cost: 2.1451 data_cost: 0.0011 ips: 13.0532 images/s [11/18 09:48:26] ppdet.engine INFO: Epoch: [73] [1400/3251] learning_rate: 0.032860 loss_vfl: 0.773405 loss_bbox: 0.239468 loss_dfl: 0.177057 loss: 1.193382 eta: 2 days, 4:23:12 batch_cost: 2.1379 data_cost: 0.0009 ips: 13.0970 images/s [11/18 09:49:11] ppdet.engine INFO: Epoch: [73] [1420/3251] learning_rate: 0.032846 loss_vfl: 0.749584 loss_bbox: 0.283209 loss_dfl: 0.189517 loss: 1.235361 eta: 2 days, 4:22:28 batch_cost: 2.1516 data_cost: 0.0009 ips: 13.0137 images/s [11/18 09:49:59] ppdet.engine INFO: Epoch: [73] [1440/3251] learning_rate: 0.032831 loss_vfl: 0.759631 loss_bbox: 0.291997 loss_dfl: 0.187721 loss: 1.236620 eta: 2 days, 4:21:45 batch_cost: 2.2662 data_cost: 0.0009 ips: 12.3554 images/s [11/18 09:50:47] ppdet.engine INFO: Epoch: [73] [1460/3251] learning_rate: 0.032817 loss_vfl: 0.767013 loss_bbox: 0.260630 loss_dfl: 0.183093 loss: 1.188834 eta: 2 days, 4:21:02 batch_cost: 2.2584 data_cost: 0.0009 ips: 12.3981 images/s [11/18 09:51:35] ppdet.engine INFO: Epoch: [73] [1480/3251] learning_rate: 0.032803 loss_vfl: 0.797746 loss_bbox: 0.266124 loss_dfl: 0.181044 loss: 1.224586 eta: 2 days, 4:20:19 batch_cost: 2.2838 data_cost: 0.0014 ips: 12.2605 images/s [11/18 09:52:23] ppdet.engine INFO: Epoch: [73] [1500/3251] learning_rate: 0.032788 loss_vfl: 0.776106 loss_bbox: 0.276161 loss_dfl: 0.181293 loss: 1.230626 eta: 2 days, 4:19:35 batch_cost: 2.2210 data_cost: 0.0017 ips: 12.6069 images/s [11/18 09:53:08] ppdet.engine INFO: Epoch: [73] [1520/3251] learning_rate: 0.032774 loss_vfl: 0.770130 loss_bbox: 0.293466 loss_dfl: 0.188743 loss: 1.283988 eta: 2 days, 4:18:52 batch_cost: 2.1774 data_cost: 0.0009 ips: 12.8595 images/s [11/18 09:53:56] ppdet.engine INFO: Epoch: [73] [1540/3251] learning_rate: 0.032760 loss_vfl: 0.761330 loss_bbox: 0.241392 loss_dfl: 0.174369 loss: 1.196672 eta: 2 days, 4:18:08 batch_cost: 2.2269 data_cost: 0.0010 ips: 12.5736 images/s [11/18 09:54:41] ppdet.engine INFO: Epoch: [73] [1560/3251] learning_rate: 0.032746 loss_vfl: 0.777196 loss_bbox: 0.294328 loss_dfl: 0.189818 loss: 1.247172 eta: 2 days, 4:17:24 batch_cost: 2.0814 data_cost: 0.0010 ips: 13.4527 images/s [11/18 09:55:30] ppdet.engine INFO: Epoch: [73] [1580/3251] learning_rate: 0.032731 loss_vfl: 0.754631 loss_bbox: 0.280706 loss_dfl: 0.187882 loss: 1.239135 eta: 2 days, 4:16:41 batch_cost: 2.2746 data_cost: 0.0010 ips: 12.3101 images/s [11/18 09:56:17] ppdet.engine INFO: Epoch: [73] [1600/3251] learning_rate: 0.032717 loss_vfl: 0.754025 loss_bbox: 0.272241 loss_dfl: 0.189851 loss: 1.229969 eta: 2 days, 4:15:57 batch_cost: 2.1633 data_cost: 0.0009 ips: 12.9433 images/s [11/18 09:57:03] ppdet.engine INFO: Epoch: [73] [1620/3251] learning_rate: 0.032703 loss_vfl: 0.756551 loss_bbox: 0.257417 loss_dfl: 0.181240 loss: 1.196133 eta: 2 days, 4:15:13 batch_cost: 2.1519 data_cost: 0.0010 ips: 13.0118 images/s [11/18 09:57:50] ppdet.engine INFO: Epoch: [73] [1640/3251] learning_rate: 0.032688 loss_vfl: 0.785744 loss_bbox: 0.295274 loss_dfl: 0.197890 loss: 1.291896 eta: 2 days, 4:14:30 batch_cost: 2.2515 data_cost: 0.0010 ips: 12.4361 images/s [11/18 09:58:34] ppdet.engine INFO: Epoch: [73] [1660/3251] learning_rate: 0.032674 loss_vfl: 0.768774 loss_bbox: 0.262303 loss_dfl: 0.174149 loss: 1.218434 eta: 2 days, 4:13:46 batch_cost: 2.1260 data_cost: 0.0010 ips: 13.1702 images/s [11/18 09:59:24] ppdet.engine INFO: Epoch: [73] [1680/3251] learning_rate: 0.032660 loss_vfl: 0.771974 loss_bbox: 0.268354 loss_dfl: 0.184248 loss: 1.230615 eta: 2 days, 4:13:04 batch_cost: 2.3615 data_cost: 0.0010 ips: 11.8571 images/s [11/18 10:00:11] ppdet.engine INFO: Epoch: [73] [1700/3251] learning_rate: 0.032646 loss_vfl: 0.780504 loss_bbox: 0.255506 loss_dfl: 0.186416 loss: 1.176468 eta: 2 days, 4:12:20 batch_cost: 2.1718 data_cost: 0.0010 ips: 12.8928 images/s [11/18 10:00:57] ppdet.engine INFO: Epoch: [73] [1720/3251] learning_rate: 0.032631 loss_vfl: 0.755182 loss_bbox: 0.250378 loss_dfl: 0.171416 loss: 1.193691 eta: 2 days, 4:11:36 batch_cost: 2.1204 data_cost: 0.0011 ips: 13.2048 images/s [11/18 10:01:45] ppdet.engine INFO: Epoch: [73] [1740/3251] learning_rate: 0.032617 loss_vfl: 0.787606 loss_bbox: 0.252737 loss_dfl: 0.176384 loss: 1.202488 eta: 2 days, 4:10:53 batch_cost: 2.2559 data_cost: 0.0010 ips: 12.4122 images/s [11/18 10:02:32] ppdet.engine INFO: Epoch: [73] [1760/3251] learning_rate: 0.032603 loss_vfl: 0.781043 loss_bbox: 0.234111 loss_dfl: 0.164244 loss: 1.174330 eta: 2 days, 4:10:09 batch_cost: 2.2420 data_cost: 0.0017 ips: 12.4887 images/s [11/18 10:03:19] ppdet.engine INFO: Epoch: [73] [1780/3251] learning_rate: 0.032588 loss_vfl: 0.759151 loss_bbox: 0.268429 loss_dfl: 0.184148 loss: 1.226481 eta: 2 days, 4:09:25 batch_cost: 2.1260 data_cost: 0.0019 ips: 13.1704 images/s [11/18 10:04:07] ppdet.engine INFO: Epoch: [73] [1800/3251] learning_rate: 0.032574 loss_vfl: 0.769965 loss_bbox: 0.260029 loss_dfl: 0.177118 loss: 1.219968 eta: 2 days, 4:08:42 batch_cost: 2.2667 data_cost: 0.0009 ips: 12.3529 images/s [11/18 10:04:52] ppdet.engine INFO: Epoch: [73] [1820/3251] learning_rate: 0.032560 loss_vfl: 0.774703 loss_bbox: 0.253467 loss_dfl: 0.170037 loss: 1.204374 eta: 2 days, 4:07:58 batch_cost: 2.1568 data_cost: 0.0009 ips: 12.9821 images/s [11/18 10:05:40] ppdet.engine INFO: Epoch: [73] [1840/3251] learning_rate: 0.032546 loss_vfl: 0.754465 loss_bbox: 0.271569 loss_dfl: 0.176845 loss: 1.228344 eta: 2 days, 4:07:15 batch_cost: 2.2252 data_cost: 0.0010 ips: 12.5830 images/s [11/18 10:06:25] ppdet.engine INFO: Epoch: [73] [1860/3251] learning_rate: 0.032531 loss_vfl: 0.747336 loss_bbox: 0.260284 loss_dfl: 0.175871 loss: 1.197787 eta: 2 days, 4:06:30 batch_cost: 2.0148 data_cost: 0.0012 ips: 13.8974 images/s [11/18 10:07:12] ppdet.engine INFO: Epoch: [73] [1880/3251] learning_rate: 0.032517 loss_vfl: 0.754938 loss_bbox: 0.242249 loss_dfl: 0.184456 loss: 1.193722 eta: 2 days, 4:05:46 batch_cost: 2.2022 data_cost: 0.0010 ips: 12.7143 images/s [11/18 10:07:59] ppdet.engine INFO: Epoch: [73] [1900/3251] learning_rate: 0.032503 loss_vfl: 0.770802 loss_bbox: 0.255549 loss_dfl: 0.169578 loss: 1.185694 eta: 2 days, 4:05:03 batch_cost: 2.2267 data_cost: 0.0012 ips: 12.5745 images/s [11/18 10:08:44] ppdet.engine INFO: Epoch: [73] [1920/3251] learning_rate: 0.032489 loss_vfl: 0.764972 loss_bbox: 0.232997 loss_dfl: 0.165508 loss: 1.224555 eta: 2 days, 4:04:19 batch_cost: 2.1652 data_cost: 0.0010 ips: 12.9316 images/s [11/18 10:09:32] ppdet.engine INFO: Epoch: [73] [1940/3251] learning_rate: 0.032474 loss_vfl: 0.771792 loss_bbox: 0.258425 loss_dfl: 0.176534 loss: 1.211157 eta: 2 days, 4:03:36 batch_cost: 2.1916 data_cost: 0.0010 ips: 12.7759 images/s [11/18 10:10:17] ppdet.engine INFO: Epoch: [73] [1960/3251] learning_rate: 0.032460 loss_vfl: 0.751624 loss_bbox: 0.254860 loss_dfl: 0.171048 loss: 1.167521 eta: 2 days, 4:02:52 batch_cost: 2.1215 data_cost: 0.0011 ips: 13.1980 images/s [11/18 10:11:04] ppdet.engine INFO: Epoch: [73] [1980/3251] learning_rate: 0.032446 loss_vfl: 0.745746 loss_bbox: 0.226395 loss_dfl: 0.158427 loss: 1.153805 eta: 2 days, 4:02:08 batch_cost: 2.2004 data_cost: 0.0010 ips: 12.7251 images/s [11/18 10:11:53] ppdet.engine INFO: Epoch: [73] [2000/3251] learning_rate: 0.032432 loss_vfl: 0.775132 loss_bbox: 0.265910 loss_dfl: 0.180712 loss: 1.218010 eta: 2 days, 4:01:25 batch_cost: 2.3150 data_cost: 0.0009 ips: 12.0950 images/s [11/18 10:12:39] ppdet.engine INFO: Epoch: [73] [2020/3251] learning_rate: 0.032417 loss_vfl: 0.762901 loss_bbox: 0.260248 loss_dfl: 0.179266 loss: 1.201535 eta: 2 days, 4:00:42 batch_cost: 2.1801 data_cost: 0.0011 ips: 12.8434 images/s [11/18 10:13:26] ppdet.engine INFO: Epoch: [73] [2040/3251] learning_rate: 0.032403 loss_vfl: 0.749293 loss_bbox: 0.286732 loss_dfl: 0.181932 loss: 1.249958 eta: 2 days, 3:59:58 batch_cost: 2.2006 data_cost: 0.0009 ips: 12.7238 images/s [11/18 10:14:12] ppdet.engine INFO: Epoch: [73] [2060/3251] learning_rate: 0.032389 loss_vfl: 0.771097 loss_bbox: 0.285917 loss_dfl: 0.181560 loss: 1.230748 eta: 2 days, 3:59:15 batch_cost: 2.2356 data_cost: 0.0009 ips: 12.5249 images/s [11/18 10:14:59] ppdet.engine INFO: Epoch: [73] [2080/3251] learning_rate: 0.032375 loss_vfl: 0.794879 loss_bbox: 0.232807 loss_dfl: 0.159385 loss: 1.176321 eta: 2 days, 3:58:31 batch_cost: 2.2330 data_cost: 0.0009 ips: 12.5392 images/s [11/18 10:15:46] ppdet.engine INFO: Epoch: [73] [2100/3251] learning_rate: 0.032360 loss_vfl: 0.732001 loss_bbox: 0.285780 loss_dfl: 0.200998 loss: 1.224814 eta: 2 days, 3:57:48 batch_cost: 2.2181 data_cost: 0.0009 ips: 12.6235 images/s [11/18 10:16:34] ppdet.engine INFO: Epoch: [73] [2120/3251] learning_rate: 0.032346 loss_vfl: 0.760854 loss_bbox: 0.281935 loss_dfl: 0.190165 loss: 1.197256 eta: 2 days, 3:57:05 batch_cost: 2.2882 data_cost: 0.0009 ips: 12.2366 images/s [11/18 10:17:21] ppdet.engine INFO: Epoch: [73] [2140/3251] learning_rate: 0.032332 loss_vfl: 0.773367 loss_bbox: 0.269540 loss_dfl: 0.183176 loss: 1.227469 eta: 2 days, 3:56:22 batch_cost: 2.1995 data_cost: 0.0010 ips: 12.7304 images/s [11/18 10:18:07] ppdet.engine INFO: Epoch: [73] [2160/3251] learning_rate: 0.032318 loss_vfl: 0.781937 loss_bbox: 0.252024 loss_dfl: 0.174441 loss: 1.225595 eta: 2 days, 3:55:38 batch_cost: 2.1610 data_cost: 0.0016 ips: 12.9571 images/s [11/18 10:18:55] ppdet.engine INFO: Epoch: [73] [2180/3251] learning_rate: 0.032303 loss_vfl: 0.744039 loss_bbox: 0.285398 loss_dfl: 0.198101 loss: 1.237396 eta: 2 days, 3:54:55 batch_cost: 2.2935 data_cost: 0.0018 ips: 12.2084 images/s [11/18 10:19:41] ppdet.engine INFO: Epoch: [73] [2200/3251] learning_rate: 0.032289 loss_vfl: 0.748341 loss_bbox: 0.242636 loss_dfl: 0.173332 loss: 1.155709 eta: 2 days, 3:54:11 batch_cost: 2.2137 data_cost: 0.0010 ips: 12.6483 images/s [11/18 10:20:29] ppdet.engine INFO: Epoch: [73] [2220/3251] learning_rate: 0.032275 loss_vfl: 0.766167 loss_bbox: 0.273117 loss_dfl: 0.176120 loss: 1.212953 eta: 2 days, 3:53:28 batch_cost: 2.2073 data_cost: 0.0009 ips: 12.6849 images/s [11/18 10:21:16] ppdet.engine INFO: Epoch: [73] [2240/3251] learning_rate: 0.032261 loss_vfl: 0.764458 loss_bbox: 0.258411 loss_dfl: 0.185018 loss: 1.217851 eta: 2 days, 3:52:44 batch_cost: 2.1511 data_cost: 0.0011 ips: 13.0168 images/s [11/18 10:22:03] ppdet.engine INFO: Epoch: [73] [2260/3251] learning_rate: 0.032247 loss_vfl: 0.766712 loss_bbox: 0.277284 loss_dfl: 0.178351 loss: 1.207320 eta: 2 days, 3:52:00 batch_cost: 2.1532 data_cost: 0.0009 ips: 13.0041 images/s [11/18 10:22:49] ppdet.engine INFO: Epoch: [73] [2280/3251] learning_rate: 0.032232 loss_vfl: 0.786069 loss_bbox: 0.248022 loss_dfl: 0.168110 loss: 1.203773 eta: 2 days, 3:51:17 batch_cost: 2.2152 data_cost: 0.0010 ips: 12.6399 images/s [11/18 10:23:35] ppdet.engine INFO: Epoch: [73] [2300/3251] learning_rate: 0.032218 loss_vfl: 0.767420 loss_bbox: 0.240362 loss_dfl: 0.167914 loss: 1.180933 eta: 2 days, 3:50:33 batch_cost: 2.1408 data_cost: 0.0009 ips: 13.0795 images/s [11/18 10:24:24] ppdet.engine INFO: Epoch: [73] [2320/3251] learning_rate: 0.032204 loss_vfl: 0.773180 loss_bbox: 0.271571 loss_dfl: 0.163705 loss: 1.191905 eta: 2 days, 3:49:50 batch_cost: 2.2831 data_cost: 0.0009 ips: 12.2641 images/s [11/18 10:25:11] ppdet.engine INFO: Epoch: [73] [2340/3251] learning_rate: 0.032190 loss_vfl: 0.768159 loss_bbox: 0.267580 loss_dfl: 0.184303 loss: 1.217797 eta: 2 days, 3:49:06 batch_cost: 2.2261 data_cost: 0.0009 ips: 12.5781 images/s [11/18 10:25:57] ppdet.engine INFO: Epoch: [73] [2360/3251] learning_rate: 0.032175 loss_vfl: 0.778675 loss_bbox: 0.238787 loss_dfl: 0.160431 loss: 1.161868 eta: 2 days, 3:48:22 batch_cost: 2.0990 data_cost: 0.0009 ips: 13.3398 images/s [11/18 10:26:44] ppdet.engine INFO: Epoch: [73] [2380/3251] learning_rate: 0.032161 loss_vfl: 0.750826 loss_bbox: 0.271815 loss_dfl: 0.187956 loss: 1.212621 eta: 2 days, 3:47:39 batch_cost: 2.2112 data_cost: 0.0012 ips: 12.6627 images/s [11/18 10:27:32] ppdet.engine INFO: Epoch: [73] [2400/3251] learning_rate: 0.032147 loss_vfl: 0.779617 loss_bbox: 0.299125 loss_dfl: 0.199600 loss: 1.264822 eta: 2 days, 3:46:56 batch_cost: 2.2656 data_cost: 0.0009 ips: 12.3587 images/s [11/18 10:28:18] ppdet.engine INFO: Epoch: [73] [2420/3251] learning_rate: 0.032133 loss_vfl: 0.763398 loss_bbox: 0.263707 loss_dfl: 0.176066 loss: 1.209012 eta: 2 days, 3:46:12 batch_cost: 2.1622 data_cost: 0.0009 ips: 12.9500 images/s [11/18 10:29:05] ppdet.engine INFO: Epoch: [73] [2440/3251] learning_rate: 0.032119 loss_vfl: 0.763115 loss_bbox: 0.265433 loss_dfl: 0.174108 loss: 1.195161 eta: 2 days, 3:45:28 batch_cost: 2.1737 data_cost: 0.0010 ips: 12.8813 images/s [11/18 10:29:50] ppdet.engine INFO: Epoch: [73] [2460/3251] learning_rate: 0.032104 loss_vfl: 0.766512 loss_bbox: 0.239747 loss_dfl: 0.167869 loss: 1.193935 eta: 2 days, 3:44:44 batch_cost: 2.1755 data_cost: 0.0009 ips: 12.8708 images/s [11/18 10:30:37] ppdet.engine INFO: Epoch: [73] [2480/3251] learning_rate: 0.032090 loss_vfl: 0.747251 loss_bbox: 0.263010 loss_dfl: 0.183229 loss: 1.207628 eta: 2 days, 3:44:00 batch_cost: 2.1371 data_cost: 0.0010 ips: 13.1021 images/s [11/18 10:31:22] ppdet.engine INFO: Epoch: [73] [2500/3251] learning_rate: 0.032076 loss_vfl: 0.777554 loss_bbox: 0.263765 loss_dfl: 0.174035 loss: 1.235545 eta: 2 days, 3:43:17 batch_cost: 2.1737 data_cost: 0.0010 ips: 12.8814 images/s [11/18 10:32:10] ppdet.engine INFO: Epoch: [73] [2520/3251] learning_rate: 0.032062 loss_vfl: 0.761148 loss_bbox: 0.277141 loss_dfl: 0.192221 loss: 1.221764 eta: 2 days, 3:42:34 batch_cost: 2.2744 data_cost: 0.0012 ips: 12.3110 images/s [11/18 10:32:58] ppdet.engine INFO: Epoch: [73] [2540/3251] learning_rate: 0.032048 loss_vfl: 0.774250 loss_bbox: 0.259002 loss_dfl: 0.172578 loss: 1.254714 eta: 2 days, 3:41:50 batch_cost: 2.2219 data_cost: 0.0010 ips: 12.6018 images/s [11/18 10:33:45] ppdet.engine INFO: Epoch: [73] [2560/3251] learning_rate: 0.032034 loss_vfl: 0.771915 loss_bbox: 0.244426 loss_dfl: 0.164608 loss: 1.196468 eta: 2 days, 3:41:06 batch_cost: 2.1870 data_cost: 0.0010 ips: 12.8029 images/s [11/18 10:34:31] ppdet.engine INFO: Epoch: [73] [2580/3251] learning_rate: 0.032019 loss_vfl: 0.780363 loss_bbox: 0.249872 loss_dfl: 0.164940 loss: 1.192224 eta: 2 days, 3:40:23 batch_cost: 2.1526 data_cost: 0.0011 ips: 13.0073 images/s [11/18 10:35:17] ppdet.engine INFO: Epoch: [73] [2600/3251] learning_rate: 0.032005 loss_vfl: 0.787223 loss_bbox: 0.240840 loss_dfl: 0.172869 loss: 1.183547 eta: 2 days, 3:39:39 batch_cost: 2.1848 data_cost: 0.0009 ips: 12.8159 images/s [11/18 10:36:04] ppdet.engine INFO: Epoch: [73] [2620/3251] learning_rate: 0.031991 loss_vfl: 0.773323 loss_bbox: 0.231266 loss_dfl: 0.165916 loss: 1.172454 eta: 2 days, 3:38:56 batch_cost: 2.2661 data_cost: 0.0011 ips: 12.3561 images/s [11/18 10:36:53] ppdet.engine INFO: Epoch: [73] [2640/3251] learning_rate: 0.031977 loss_vfl: 0.773090 loss_bbox: 0.273586 loss_dfl: 0.185631 loss: 1.230947 eta: 2 days, 3:38:12 batch_cost: 2.2070 data_cost: 0.0012 ips: 12.6869 images/s [11/18 10:37:39] ppdet.engine INFO: Epoch: [73] [2660/3251] learning_rate: 0.031963 loss_vfl: 0.754053 loss_bbox: 0.254361 loss_dfl: 0.183155 loss: 1.192269 eta: 2 days, 3:37:29 batch_cost: 2.2328 data_cost: 0.0010 ips: 12.5404 images/s [11/18 10:38:25] ppdet.engine INFO: Epoch: [73] [2680/3251] learning_rate: 0.031949 loss_vfl: 0.772571 loss_bbox: 0.243549 loss_dfl: 0.180051 loss: 1.178951 eta: 2 days, 3:36:45 batch_cost: 2.1589 data_cost: 0.0010 ips: 12.9698 images/s [11/18 10:39:11] ppdet.engine INFO: Epoch: [73] [2700/3251] learning_rate: 0.031934 loss_vfl: 0.775371 loss_bbox: 0.273752 loss_dfl: 0.190439 loss: 1.271011 eta: 2 days, 3:36:01 batch_cost: 2.1681 data_cost: 0.0010 ips: 12.9144 images/s [11/18 10:39:59] ppdet.engine INFO: Epoch: [73] [2720/3251] learning_rate: 0.031920 loss_vfl: 0.779054 loss_bbox: 0.289246 loss_dfl: 0.189823 loss: 1.237062 eta: 2 days, 3:35:19 batch_cost: 2.3056 data_cost: 0.0009 ips: 12.1444 images/s [11/18 10:40:44] ppdet.engine INFO: Epoch: [73] [2740/3251] learning_rate: 0.031906 loss_vfl: 0.770670 loss_bbox: 0.274123 loss_dfl: 0.176411 loss: 1.242229 eta: 2 days, 3:34:34 batch_cost: 2.0324 data_cost: 0.0011 ips: 13.7768 images/s [11/18 10:41:31] ppdet.engine INFO: Epoch: [73] [2760/3251] learning_rate: 0.031892 loss_vfl: 0.763381 loss_bbox: 0.265147 loss_dfl: 0.180993 loss: 1.213042 eta: 2 days, 3:33:51 batch_cost: 2.2376 data_cost: 0.0014 ips: 12.5132 images/s [11/18 10:42:19] ppdet.engine INFO: Epoch: [73] [2780/3251] learning_rate: 0.031878 loss_vfl: 0.763619 loss_bbox: 0.281379 loss_dfl: 0.195485 loss: 1.260872 eta: 2 days, 3:33:07 batch_cost: 2.2459 data_cost: 0.0011 ips: 12.4669 images/s [11/18 10:43:06] ppdet.engine INFO: Epoch: [73] [2800/3251] learning_rate: 0.031864 loss_vfl: 0.779775 loss_bbox: 0.267612 loss_dfl: 0.191473 loss: 1.225442 eta: 2 days, 3:32:24 batch_cost: 2.2891 data_cost: 0.0009 ips: 12.2319 images/s [11/18 10:43:54] ppdet.engine INFO: Epoch: [73] [2820/3251] learning_rate: 0.031849 loss_vfl: 0.785218 loss_bbox: 0.243411 loss_dfl: 0.172176 loss: 1.192939 eta: 2 days, 3:31:41 batch_cost: 2.2813 data_cost: 0.0009 ips: 12.2736 images/s [11/18 10:44:40] ppdet.engine INFO: Epoch: [73] [2840/3251] learning_rate: 0.031835 loss_vfl: 0.761436 loss_bbox: 0.258231 loss_dfl: 0.171838 loss: 1.172874 eta: 2 days, 3:30:58 batch_cost: 2.1981 data_cost: 0.0009 ips: 12.7380 images/s [11/18 10:45:29] ppdet.engine INFO: Epoch: [73] [2860/3251] learning_rate: 0.031821 loss_vfl: 0.754459 loss_bbox: 0.251894 loss_dfl: 0.180023 loss: 1.204782 eta: 2 days, 3:30:15 batch_cost: 2.3397 data_cost: 0.0011 ips: 11.9674 images/s [11/18 10:46:16] ppdet.engine INFO: Epoch: [73] [2880/3251] learning_rate: 0.031807 loss_vfl: 0.775909 loss_bbox: 0.278067 loss_dfl: 0.190313 loss: 1.239451 eta: 2 days, 3:29:32 batch_cost: 2.1646 data_cost: 0.0009 ips: 12.9354 images/s [11/18 10:47:02] ppdet.engine INFO: Epoch: [73] [2900/3251] learning_rate: 0.031793 loss_vfl: 0.759426 loss_bbox: 0.260067 loss_dfl: 0.185387 loss: 1.206330 eta: 2 days, 3:28:48 batch_cost: 2.2260 data_cost: 0.0009 ips: 12.5784 images/s [11/18 10:47:50] ppdet.engine INFO: Epoch: [73] [2920/3251] learning_rate: 0.031779 loss_vfl: 0.759461 loss_bbox: 0.296514 loss_dfl: 0.198124 loss: 1.244499 eta: 2 days, 3:28:05 batch_cost: 2.2348 data_cost: 0.0011 ips: 12.5292 images/s [11/18 10:48:37] ppdet.engine INFO: Epoch: [73] [2940/3251] learning_rate: 0.031765 loss_vfl: 0.758972 loss_bbox: 0.247589 loss_dfl: 0.176036 loss: 1.180630 eta: 2 days, 3:27:22 batch_cost: 2.2292 data_cost: 0.0010 ips: 12.5608 images/s [11/18 10:49:23] ppdet.engine INFO: Epoch: [73] [2960/3251] learning_rate: 0.031751 loss_vfl: 0.766293 loss_bbox: 0.222356 loss_dfl: 0.163136 loss: 1.160315 eta: 2 days, 3:26:38 batch_cost: 2.1743 data_cost: 0.0013 ips: 12.8778 images/s [11/18 10:50:09] ppdet.engine INFO: Epoch: [73] [2980/3251] learning_rate: 0.031736 loss_vfl: 0.780112 loss_bbox: 0.265171 loss_dfl: 0.174434 loss: 1.226984 eta: 2 days, 3:25:54 batch_cost: 2.1381 data_cost: 0.0009 ips: 13.0958 images/s [11/18 10:50:56] ppdet.engine INFO: Epoch: [73] [3000/3251] learning_rate: 0.031722 loss_vfl: 0.790420 loss_bbox: 0.230354 loss_dfl: 0.164413 loss: 1.196300 eta: 2 days, 3:25:11 batch_cost: 2.2492 data_cost: 0.0010 ips: 12.4488 images/s [11/18 10:51:44] ppdet.engine INFO: Epoch: [73] [3020/3251] learning_rate: 0.031708 loss_vfl: 0.745019 loss_bbox: 0.250955 loss_dfl: 0.183612 loss: 1.194463 eta: 2 days, 3:24:27 batch_cost: 2.2620 data_cost: 0.0010 ips: 12.3784 images/s [11/18 10:52:34] ppdet.engine INFO: Epoch: [73] [3040/3251] learning_rate: 0.031694 loss_vfl: 0.751161 loss_bbox: 0.264924 loss_dfl: 0.184007 loss: 1.215551 eta: 2 days, 3:23:45 batch_cost: 2.3354 data_cost: 0.0010 ips: 11.9893 images/s [11/18 10:53:19] ppdet.engine INFO: Epoch: [73] [3060/3251] learning_rate: 0.031680 loss_vfl: 0.764764 loss_bbox: 0.262127 loss_dfl: 0.176598 loss: 1.209361 eta: 2 days, 3:23:01 batch_cost: 2.1794 data_cost: 0.0010 ips: 12.8475 images/s [11/18 10:54:07] ppdet.engine INFO: Epoch: [73] [3080/3251] learning_rate: 0.031666 loss_vfl: 0.775262 loss_bbox: 0.251183 loss_dfl: 0.188761 loss: 1.226726 eta: 2 days, 3:22:18 batch_cost: 2.1991 data_cost: 0.0010 ips: 12.7325 images/s [11/18 10:54:54] ppdet.engine INFO: Epoch: [73] [3100/3251] learning_rate: 0.031652 loss_vfl: 0.767120 loss_bbox: 0.267103 loss_dfl: 0.182348 loss: 1.229695 eta: 2 days, 3:21:34 batch_cost: 2.1858 data_cost: 0.0009 ips: 12.8097 images/s [11/18 10:55:41] ppdet.engine INFO: Epoch: [73] [3120/3251] learning_rate: 0.031638 loss_vfl: 0.750526 loss_bbox: 0.264650 loss_dfl: 0.181930 loss: 1.211828 eta: 2 days, 3:20:51 batch_cost: 2.2338 data_cost: 0.0010 ips: 12.5349 images/s [11/18 10:56:28] ppdet.engine INFO: Epoch: [73] [3140/3251] learning_rate: 0.031624 loss_vfl: 0.758690 loss_bbox: 0.259248 loss_dfl: 0.173333 loss: 1.183009 eta: 2 days, 3:20:07 batch_cost: 2.2180 data_cost: 0.0012 ips: 12.6242 images/s [11/18 10:57:15] ppdet.engine INFO: Epoch: [73] [3160/3251] learning_rate: 0.031609 loss_vfl: 0.764769 loss_bbox: 0.268100 loss_dfl: 0.180711 loss: 1.227518 eta: 2 days, 3:19:24 batch_cost: 2.2562 data_cost: 0.0099 ips: 12.4105 images/s [11/18 10:58:00] ppdet.engine INFO: Epoch: [73] [3180/3251] learning_rate: 0.031595 loss_vfl: 0.747128 loss_bbox: 0.274998 loss_dfl: 0.186794 loss: 1.212113 eta: 2 days, 3:18:40 batch_cost: 2.1216 data_cost: 0.0010 ips: 13.1976 images/s [11/18 10:58:47] ppdet.engine INFO: Epoch: [73] [3200/3251] learning_rate: 0.031581 loss_vfl: 0.772299 loss_bbox: 0.275314 loss_dfl: 0.199699 loss: 1.257275 eta: 2 days, 3:17:57 batch_cost: 2.2424 data_cost: 0.0009 ips: 12.4869 images/s [11/18 10:59:34] ppdet.engine INFO: Epoch: [73] [3220/3251] learning_rate: 0.031567 loss_vfl: 0.771988 loss_bbox: 0.274360 loss_dfl: 0.187050 loss: 1.232166 eta: 2 days, 3:17:13 batch_cost: 2.1622 data_cost: 0.0011 ips: 12.9501 images/s [11/18 11:00:20] ppdet.engine INFO: Epoch: [73] [3240/3251] learning_rate: 0.031553 loss_vfl: 0.771375 loss_bbox: 0.222699 loss_dfl: 0.157176 loss: 1.178308 eta: 2 days, 3:16:29 batch_cost: 2.1456 data_cost: 0.0017 ips: 13.0497 images/s [11/18 11:00:39] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_lcnet_2_5x_640_mainbody [11/18 11:00:39] ppdet.engine INFO: Eval iter: 0 [11/18 11:01:27] ppdet.engine INFO: Eval iter: 100 [11/18 11:01:54] ppdet.engine INFO: Eval iter: 200 [11/18 11:02:22] ppdet.engine INFO: Eval iter: 300 [11/18 11:02:48] ppdet.engine INFO: Eval iter: 400 [11/18 11:03:15] ppdet.engine INFO: Eval iter: 500 [11/18 11:03:44] ppdet.engine INFO: Eval iter: 600 [11/18 11:04:11] ppdet.engine INFO: Eval iter: 700 [11/18 11:04:39] ppdet.engine INFO: Eval iter: 800 [11/18 11:05:06] ppdet.engine INFO: Eval iter: 900 [11/18 11:05:33] ppdet.engine INFO: Eval iter: 1000 [11/18 11:06:00] ppdet.engine INFO: Eval iter: 1100 [11/18 11:06:26] ppdet.engine INFO: Eval iter: 1200 [11/18 11:06:52] ppdet.engine INFO: Eval iter: 1300 [11/18 11:07:18] ppdet.engine INFO: Eval iter: 1400 [11/18 11:07:45] ppdet.engine INFO: Eval iter: 1500 [11/18 11:08:13] ppdet.engine INFO: Eval iter: 1600 [11/18 11:08:43] ppdet.engine INFO: Eval iter: 1700 [11/18 11:09:09] ppdet.engine INFO: Eval iter: 1800 [11/18 11:09:37] ppdet.engine INFO: Eval iter: 1900 [11/18 11:10:03] ppdet.engine INFO: Eval iter: 2000 [11/18 11:10:30] ppdet.engine INFO: Eval iter: 2100 [11/18 11:10:57] ppdet.engine INFO: Eval iter: 2200 [11/18 11:11:24] ppdet.engine INFO: Eval iter: 2300 [11/18 11:12:27] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json. loading annotations into memory... Done (t=1.14s) creating index... index created! [11/18 11:12:29] ppdet.metrics.coco_utils INFO: Start evaluate... Loading and preparing results... DONE (t=18.31s) creating index... index created! Running per image evaluation... Evaluate annotation type *bbox* DONE (t=390.11s). Accumulating evaluation results... DONE (t=28.21s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.404 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.601 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.431 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.231 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.466 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.524 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.085 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.401 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 ] = 0.372 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.635 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.770 [11/18 11:19:49] ppdet.engine INFO: Total sample number: 19074, averge FPS: 28.420282065252046 [11/18 11:19:49] ppdet.engine INFO: Best test bbox ap is 0.415. [11/18 11:19:51] ppdet.engine INFO: Epoch: [74] [ 0/3251] learning_rate: 0.031545 loss_vfl: 0.773802 loss_bbox: 0.273711 loss_dfl: 0.189521 loss: 1.226275 eta: 2 days, 3:16:00 batch_cost: 1.4136 data_cost: 0.0017 ips: 19.8069 images/s [11/18 11:20:39] ppdet.engine INFO: Epoch: [74] [ 20/3251] learning_rate: 0.031531 loss_vfl: 0.764569 loss_bbox: 0.280673 loss_dfl: 0.188795 loss: 1.230160 eta: 2 days, 3:15:17 batch_cost: 2.3294 data_cost: 0.0020 ips: 12.0204 images/s [11/18 11:21:25] ppdet.engine INFO: Epoch: [74] [ 40/3251] learning_rate: 0.031517 loss_vfl: 0.730931 loss_bbox: 0.276954 loss_dfl: 0.188258 loss: 1.232147 eta: 2 days, 3:14:34 batch_cost: 2.1757 data_cost: 0.0010 ips: 12.8692 images/s [11/18 11:22:11] ppdet.engine INFO: Epoch: [74] [ 60/3251] learning_rate: 0.031503 loss_vfl: 0.762712 loss_bbox: 0.233744 loss_dfl: 0.174833 loss: 1.171043 eta: 2 days, 3:13:50 batch_cost: 2.2318 data_cost: 0.0015 ips: 12.5458 images/s [11/18 11:22:59] ppdet.engine INFO: Epoch: [74] [ 80/3251] learning_rate: 0.031489 loss_vfl: 0.752960 loss_bbox: 0.246794 loss_dfl: 0.169842 loss: 1.192216 eta: 2 days, 3:13:07 batch_cost: 2.1866 data_cost: 0.0011 ips: 12.8050 images/s [11/18 11:23:46] ppdet.engine INFO: Epoch: [74] [ 100/3251] learning_rate: 0.031475 loss_vfl: 0.751545 loss_bbox: 0.284020 loss_dfl: 0.193081 loss: 1.233505 eta: 2 days, 3:12:23 batch_cost: 2.1679 data_cost: 0.0014 ips: 12.9158 images/s [11/18 11:24:33] ppdet.engine INFO: Epoch: [74] [ 120/3251] learning_rate: 0.031461 loss_vfl: 0.750301 loss_bbox: 0.279482 loss_dfl: 0.182665 loss: 1.207174 eta: 2 days, 3:11:39 batch_cost: 2.2240 data_cost: 0.0018 ips: 12.5902 images/s [11/18 11:25:18] ppdet.engine INFO: Epoch: [74] [ 140/3251] learning_rate: 0.031447 loss_vfl: 0.757732 loss_bbox: 0.256341 loss_dfl: 0.170472 loss: 1.179165 eta: 2 days, 3:10:55 batch_cost: 2.1288 data_cost: 0.0011 ips: 13.1531 images/s [11/18 11:26:06] ppdet.engine INFO: Epoch: [74] [ 160/3251] learning_rate: 0.031433 loss_vfl: 0.766345 loss_bbox: 0.261715 loss_dfl: 0.174441 loss: 1.209057 eta: 2 days, 3:10:12 batch_cost: 2.2462 data_cost: 0.0010 ips: 12.4656 images/s [11/18 11:26:52] ppdet.engine INFO: Epoch: [74] [ 180/3251] learning_rate: 0.031419 loss_vfl: 0.764336 loss_bbox: 0.284072 loss_dfl: 0.192661 loss: 1.246734 eta: 2 days, 3:09:28 batch_cost: 2.1759 data_cost: 0.0015 ips: 12.8680 images/s [11/18 11:27:38] ppdet.engine INFO: Epoch: [74] [ 200/3251] learning_rate: 0.031405 loss_vfl: 0.766082 loss_bbox: 0.268954 loss_dfl: 0.178883 loss: 1.233153 eta: 2 days, 3:08:44 batch_cost: 2.1164 data_cost: 0.0009 ips: 13.2299 images/s [11/18 11:28:26] ppdet.engine INFO: Epoch: [74] [ 220/3251] learning_rate: 0.031390 loss_vfl: 0.785608 loss_bbox: 0.261135 loss_dfl: 0.184053 loss: 1.245442 eta: 2 days, 3:08:01 batch_cost: 2.2688 data_cost: 0.0012 ips: 12.3415 images/s [11/18 11:29:14] ppdet.engine INFO: Epoch: [74] [ 240/3251] learning_rate: 0.031376 loss_vfl: 0.728005 loss_bbox: 0.278109 loss_dfl: 0.179732 loss: 1.175356 eta: 2 days, 3:07:18 batch_cost: 2.2969 data_cost: 0.0011 ips: 12.1901 images/s [11/18 11:30:00] ppdet.engine INFO: Epoch: [74] [ 260/3251] learning_rate: 0.031362 loss_vfl: 0.771108 loss_bbox: 0.232377 loss_dfl: 0.165725 loss: 1.153590 eta: 2 days, 3:06:34 batch_cost: 2.1268 data_cost: 0.0009 ips: 13.1651 images/s [11/18 11:30:47] ppdet.engine INFO: Epoch: [74] [ 280/3251] learning_rate: 0.031348 loss_vfl: 0.756715 loss_bbox: 0.266305 loss_dfl: 0.191477 loss: 1.223146 eta: 2 days, 3:05:51 batch_cost: 2.2549 data_cost: 0.0010 ips: 12.4173 images/s [11/18 11:31:37] ppdet.engine INFO: Epoch: [74] [ 300/3251] learning_rate: 0.031334 loss_vfl: 0.774789 loss_bbox: 0.266973 loss_dfl: 0.182715 loss: 1.212902 eta: 2 days, 3:05:09 batch_cost: 2.3887 data_cost: 0.0010 ips: 11.7220 images/s [11/18 11:32:23] ppdet.engine INFO: Epoch: [74] [ 320/3251] learning_rate: 0.031320 loss_vfl: 0.778847 loss_bbox: 0.274696 loss_dfl: 0.178223 loss: 1.261783 eta: 2 days, 3:04:25 batch_cost: 2.2171 data_cost: 0.0010 ips: 12.6294 images/s [11/18 11:33:11] ppdet.engine INFO: Epoch: [74] [ 340/3251] learning_rate: 0.031306 loss_vfl: 0.764989 loss_bbox: 0.256935 loss_dfl: 0.178099 loss: 1.196192 eta: 2 days, 3:03:42 batch_cost: 2.2401 data_cost: 0.0009 ips: 12.4994 images/s [11/18 11:33:58] ppdet.engine INFO: Epoch: [74] [ 360/3251] learning_rate: 0.031292 loss_vfl: 0.775641 loss_bbox: 0.270906 loss_dfl: 0.179039 loss: 1.220091 eta: 2 days, 3:02:59 batch_cost: 2.2609 data_cost: 0.0010 ips: 12.3844 images/s [11/18 11:34:45] ppdet.engine INFO: Epoch: [74] [ 380/3251] learning_rate: 0.031278 loss_vfl: 0.760428 loss_bbox: 0.248697 loss_dfl: 0.172664 loss: 1.170001 eta: 2 days, 3:02:16 batch_cost: 2.2179 data_cost: 0.0010 ips: 12.6248 images/s [11/18 11:35:32] ppdet.engine INFO: Epoch: [74] [ 400/3251] learning_rate: 0.031264 loss_vfl: 0.748258 loss_bbox: 0.259125 loss_dfl: 0.176635 loss: 1.213283 eta: 2 days, 3:01:32 batch_cost: 2.2388 data_cost: 0.0011 ips: 12.5066 images/s [11/18 11:36:18] ppdet.engine INFO: Epoch: [74] [ 420/3251] learning_rate: 0.031250 loss_vfl: 0.758111 loss_bbox: 0.292144 loss_dfl: 0.195831 loss: 1.268997 eta: 2 days, 3:00:49 batch_cost: 2.1565 data_cost: 0.0009 ips: 12.9842 images/s [11/18 11:37:04] ppdet.engine INFO: Epoch: [74] [ 440/3251] learning_rate: 0.031236 loss_vfl: 0.777803 loss_bbox: 0.265833 loss_dfl: 0.178958 loss: 1.246048 eta: 2 days, 3:00:05 batch_cost: 2.1946 data_cost: 0.0010 ips: 12.7584 images/s [11/18 11:37:53] ppdet.engine INFO: Epoch: [74] [ 460/3251] learning_rate: 0.031222 loss_vfl: 0.754684 loss_bbox: 0.261836 loss_dfl: 0.185716 loss: 1.229614 eta: 2 days, 2:59:22 batch_cost: 2.2814 data_cost: 0.0015 ips: 12.2734 images/s [11/18 11:38:39] ppdet.engine INFO: Epoch: [74] [ 480/3251] learning_rate: 0.031208 loss_vfl: 0.743208 loss_bbox: 0.250714 loss_dfl: 0.177124 loss: 1.198013 eta: 2 days, 2:58:38 batch_cost: 2.1837 data_cost: 0.0011 ips: 12.8220 images/s [11/18 11:39:28] ppdet.engine INFO: Epoch: [74] [ 500/3251] learning_rate: 0.031194 loss_vfl: 0.759721 loss_bbox: 0.246006 loss_dfl: 0.160762 loss: 1.165997 eta: 2 days, 2:57:55 batch_cost: 2.3066 data_cost: 0.0010 ips: 12.1391 images/s [11/18 11:40:14] ppdet.engine INFO: Epoch: [74] [ 520/3251] learning_rate: 0.031180 loss_vfl: 0.741894 loss_bbox: 0.260403 loss_dfl: 0.176572 loss: 1.193822 eta: 2 days, 2:57:12 batch_cost: 2.1892 data_cost: 0.0011 ips: 12.7899 images/s [11/18 11:40:59] ppdet.engine INFO: Epoch: [74] [ 540/3251] learning_rate: 0.031166 loss_vfl: 0.742350 loss_bbox: 0.274235 loss_dfl: 0.190915 loss: 1.213814 eta: 2 days, 2:56:28 batch_cost: 2.1070 data_cost: 0.0016 ips: 13.2888 images/s [11/18 11:41:48] ppdet.engine INFO: Epoch: [74] [ 560/3251] learning_rate: 0.031152 loss_vfl: 0.775149 loss_bbox: 0.236829 loss_dfl: 0.183475 loss: 1.205078 eta: 2 days, 2:55:45 batch_cost: 2.2840 data_cost: 0.0010 ips: 12.2594 images/s [11/18 11:42:34] ppdet.engine INFO: Epoch: [74] [ 580/3251] learning_rate: 0.031138 loss_vfl: 0.750229 loss_bbox: 0.267645 loss_dfl: 0.184960 loss: 1.179693 eta: 2 days, 2:55:00 batch_cost: 2.1140 data_cost: 0.0015 ips: 13.2451 images/s [11/18 11:43:21] ppdet.engine INFO: Epoch: [74] [ 600/3251] learning_rate: 0.031124 loss_vfl: 0.757449 loss_bbox: 0.254162 loss_dfl: 0.178493 loss: 1.169123 eta: 2 days, 2:54:16 batch_cost: 2.1194 data_cost: 0.0015 ips: 13.2112 images/s [11/18 11:44:09] ppdet.engine INFO: Epoch: [74] [ 620/3251] learning_rate: 0.031110 loss_vfl: 0.759624 loss_bbox: 0.242331 loss_dfl: 0.165546 loss: 1.173844 eta: 2 days, 2:53:33 batch_cost: 2.2465 data_cost: 0.0010 ips: 12.4637 images/s [11/18 11:44:58] ppdet.engine INFO: Epoch: [74] [ 640/3251] learning_rate: 0.031096 loss_vfl: 0.759573 loss_bbox: 0.272869 loss_dfl: 0.187696 loss: 1.237081 eta: 2 days, 2:52:50 batch_cost: 2.2670 data_cost: 0.0009 ips: 12.3512 images/s [11/18 11:45:45] ppdet.engine INFO: Epoch: [74] [ 660/3251] learning_rate: 0.031082 loss_vfl: 0.755579 loss_bbox: 0.255367 loss_dfl: 0.175600 loss: 1.188026 eta: 2 days, 2:52:06 batch_cost: 2.1635 data_cost: 0.0010 ips: 12.9418 images/s [11/18 11:46:31] ppdet.engine INFO: Epoch: [74] [ 680/3251] learning_rate: 0.031068 loss_vfl: 0.765108 loss_bbox: 0.256481 loss_dfl: 0.181908 loss: 1.205187 eta: 2 days, 2:51:22 batch_cost: 2.0761 data_cost: 0.0009 ips: 13.4868 images/s [11/18 11:47:17] ppdet.engine INFO: Epoch: [74] [ 700/3251] learning_rate: 0.031054 loss_vfl: 0.776197 loss_bbox: 0.271730 loss_dfl: 0.185126 loss: 1.226798 eta: 2 days, 2:50:38 batch_cost: 2.1556 data_cost: 0.0010 ips: 12.9894 images/s [11/18 11:48:04] ppdet.engine INFO: Epoch: [74] [ 720/3251] learning_rate: 0.031040 loss_vfl: 0.783776 loss_bbox: 0.284849 loss_dfl: 0.194678 loss: 1.232280 eta: 2 days, 2:49:55 batch_cost: 2.2198 data_cost: 0.0012 ips: 12.6140 images/s [11/18 11:48:51] ppdet.engine INFO: Epoch: [74] [ 740/3251] learning_rate: 0.031026 loss_vfl: 0.767614 loss_bbox: 0.241700 loss_dfl: 0.166990 loss: 1.214059 eta: 2 days, 2:49:11 batch_cost: 2.1995 data_cost: 0.0013 ips: 12.7302 images/s [11/18 11:49:37] ppdet.engine INFO: Epoch: [74] [ 760/3251] learning_rate: 0.031012 loss_vfl: 0.775897 loss_bbox: 0.242536 loss_dfl: 0.161283 loss: 1.181430 eta: 2 days, 2:48:27 batch_cost: 2.1508 data_cost: 0.0011 ips: 13.0182 images/s [11/18 11:50:25] ppdet.engine INFO: Epoch: [74] [ 780/3251] learning_rate: 0.030998 loss_vfl: 0.748040 loss_bbox: 0.247897 loss_dfl: 0.177045 loss: 1.168101 eta: 2 days, 2:47:44 batch_cost: 2.2408 data_cost: 0.0009 ips: 12.4958 images/s [11/18 11:51:11] ppdet.engine INFO: Epoch: [74] [ 800/3251] learning_rate: 0.030984 loss_vfl: 0.772491 loss_bbox: 0.263637 loss_dfl: 0.171069 loss: 1.206725 eta: 2 days, 2:47:00 batch_cost: 2.1608 data_cost: 0.0010 ips: 12.9579 images/s [11/18 11:51:58] ppdet.engine INFO: Epoch: [74] [ 820/3251] learning_rate: 0.030970 loss_vfl: 0.765890 loss_bbox: 0.266997 loss_dfl: 0.178017 loss: 1.209321 eta: 2 days, 2:46:16 batch_cost: 2.1425 data_cost: 0.0012 ips: 13.0686 images/s [11/18 11:52:47] ppdet.engine INFO: Epoch: [74] [ 840/3251] learning_rate: 0.030956 loss_vfl: 0.766623 loss_bbox: 0.271854 loss_dfl: 0.186911 loss: 1.207123 eta: 2 days, 2:45:33 batch_cost: 2.2820 data_cost: 0.0013 ips: 12.2698 images/s [11/18 11:53:33] ppdet.engine INFO: Epoch: [74] [ 860/3251] learning_rate: 0.030942 loss_vfl: 0.773328 loss_bbox: 0.273727 loss_dfl: 0.195480 loss: 1.252310 eta: 2 days, 2:44:50 batch_cost: 2.2311 data_cost: 0.0010 ips: 12.5500 images/s [11/18 11:54:20] ppdet.engine INFO: Epoch: [74] [ 880/3251] learning_rate: 0.030928 loss_vfl: 0.748504 loss_bbox: 0.281118 loss_dfl: 0.190174 loss: 1.204769 eta: 2 days, 2:44:07 batch_cost: 2.2558 data_cost: 0.0009 ips: 12.4122 images/s [11/18 11:55:08] ppdet.engine INFO: Epoch: [74] [ 900/3251] learning_rate: 0.030914 loss_vfl: 0.769712 loss_bbox: 0.281168 loss_dfl: 0.193037 loss: 1.232505 eta: 2 days, 2:43:23 batch_cost: 2.2127 data_cost: 0.0010 ips: 12.6540 images/s [11/18 11:55:55] ppdet.engine INFO: Epoch: [74] [ 920/3251] learning_rate: 0.030900 loss_vfl: 0.759595 loss_bbox: 0.280475 loss_dfl: 0.187386 loss: 1.226958 eta: 2 days, 2:42:40 batch_cost: 2.2213 data_cost: 0.0011 ips: 12.6054 images/s [11/18 11:56:42] ppdet.engine INFO: Epoch: [74] [ 940/3251] learning_rate: 0.030886 loss_vfl: 0.774308 loss_bbox: 0.237621 loss_dfl: 0.161213 loss: 1.172934 eta: 2 days, 2:41:56 batch_cost: 2.2194 data_cost: 0.0015 ips: 12.6159 images/s [11/18 11:57:28] ppdet.engine INFO: Epoch: [74] [ 960/3251] learning_rate: 0.030872 loss_vfl: 0.763945 loss_bbox: 0.271837 loss_dfl: 0.172403 loss: 1.191045 eta: 2 days, 2:41:12 batch_cost: 2.0891 data_cost: 0.0009 ips: 13.4030 images/s [11/18 11:58:15] ppdet.engine INFO: Epoch: [74] [ 980/3251] learning_rate: 0.030858 loss_vfl: 0.762050 loss_bbox: 0.260256 loss_dfl: 0.179072 loss: 1.208503 eta: 2 days, 2:40:28 batch_cost: 2.2174 data_cost: 0.0009 ips: 12.6276 images/s [11/18 11:59:01] ppdet.engine INFO: Epoch: [74] [1000/3251] learning_rate: 0.030844 loss_vfl: 0.771286 loss_bbox: 0.248509 loss_dfl: 0.171458 loss: 1.196670 eta: 2 days, 2:39:45 batch_cost: 2.1992 data_cost: 0.0010 ips: 12.7322 images/s [11/18 11:59:48] ppdet.engine INFO: Epoch: [74] [1020/3251] learning_rate: 0.030830 loss_vfl: 0.751686 loss_bbox: 0.225581 loss_dfl: 0.164333 loss: 1.170267 eta: 2 days, 2:39:02 batch_cost: 2.2400 data_cost: 0.0009 ips: 12.5002 images/s [11/18 12:00:35] ppdet.engine INFO: Epoch: [74] [1040/3251] learning_rate: 0.030816 loss_vfl: 0.743796 loss_bbox: 0.282272 loss_dfl: 0.183317 loss: 1.213093 eta: 2 days, 2:38:18 batch_cost: 2.2524 data_cost: 0.0009 ips: 12.4311 images/s [11/18 12:01:22] ppdet.engine INFO: Epoch: [74] [1060/3251] learning_rate: 0.030802 loss_vfl: 0.748787 loss_bbox: 0.276820 loss_dfl: 0.184872 loss: 1.220547 eta: 2 days, 2:37:35 batch_cost: 2.1691 data_cost: 0.0013 ips: 12.9089 images/s [11/18 12:02:09] ppdet.engine INFO: Epoch: [74] [1080/3251] learning_rate: 0.030788 loss_vfl: 0.756528 loss_bbox: 0.277498 loss_dfl: 0.184116 loss: 1.204260 eta: 2 days, 2:36:51 batch_cost: 2.1659 data_cost: 0.0014 ips: 12.9279 images/s [11/18 12:02:57] ppdet.engine INFO: Epoch: [74] [1100/3251] learning_rate: 0.030774 loss_vfl: 0.741952 loss_bbox: 0.271744 loss_dfl: 0.178902 loss: 1.229239 eta: 2 days, 2:36:08 batch_cost: 2.2498 data_cost: 0.0009 ips: 12.4453 images/s [11/18 12:03:45] ppdet.engine INFO: Epoch: [74] [1120/3251] learning_rate: 0.030760 loss_vfl: 0.753686 loss_bbox: 0.238295 loss_dfl: 0.171773 loss: 1.166140 eta: 2 days, 2:35:24 batch_cost: 2.2512 data_cost: 0.0009 ips: 12.4377 images/s [11/18 12:04:33] ppdet.engine INFO: Epoch: [74] [1140/3251] learning_rate: 0.030746 loss_vfl: 0.743744 loss_bbox: 0.265946 loss_dfl: 0.175851 loss: 1.211101 eta: 2 days, 2:34:41 batch_cost: 2.1908 data_cost: 0.0010 ips: 12.7808 images/s [11/18 12:05:20] ppdet.engine INFO: Epoch: [74] [1160/3251] learning_rate: 0.030732 loss_vfl: 0.778900 loss_bbox: 0.257813 loss_dfl: 0.181464 loss: 1.194257 eta: 2 days, 2:33:57 batch_cost: 2.2124 data_cost: 0.0009 ips: 12.6558 images/s [11/18 12:06:07] ppdet.engine INFO: Epoch: [74] [1180/3251] learning_rate: 0.030719 loss_vfl: 0.767029 loss_bbox: 0.234479 loss_dfl: 0.168678 loss: 1.178441 eta: 2 days, 2:33:14 batch_cost: 2.2404 data_cost: 0.0009 ips: 12.4979 images/s [11/18 12:06:52] ppdet.engine INFO: Epoch: [74] [1200/3251] learning_rate: 0.030705 loss_vfl: 0.753273 loss_bbox: 0.295585 loss_dfl: 0.188497 loss: 1.247930 eta: 2 days, 2:32:30 batch_cost: 2.0635 data_cost: 0.0010 ips: 13.5690 images/s [11/18 12:07:39] ppdet.engine INFO: Epoch: [74] [1220/3251] learning_rate: 0.030691 loss_vfl: 0.748608 loss_bbox: 0.237220 loss_dfl: 0.173728 loss: 1.165725 eta: 2 days, 2:31:46 batch_cost: 2.2379 data_cost: 0.0012 ips: 12.5116 images/s [11/18 12:08:28] ppdet.engine INFO: Epoch: [74] [1240/3251] learning_rate: 0.030677 loss_vfl: 0.770040 loss_bbox: 0.255580 loss_dfl: 0.171013 loss: 1.197662 eta: 2 days, 2:31:03 batch_cost: 2.2746 data_cost: 0.0012 ips: 12.3099 images/s [11/18 12:09:13] ppdet.engine INFO: Epoch: [74] [1260/3251] learning_rate: 0.030663 loss_vfl: 0.741654 loss_bbox: 0.247496 loss_dfl: 0.179058 loss: 1.152162 eta: 2 days, 2:30:19 batch_cost: 2.1751 data_cost: 0.0016 ips: 12.8730 images/s [11/18 12:10:00] ppdet.engine INFO: Epoch: [74] [1280/3251] learning_rate: 0.030649 loss_vfl: 0.764648 loss_bbox: 0.284737 loss_dfl: 0.188350 loss: 1.202405 eta: 2 days, 2:29:36 batch_cost: 2.2339 data_cost: 0.0010 ips: 12.5339 images/s [11/18 12:10:48] ppdet.engine INFO: Epoch: [74] [1300/3251] learning_rate: 0.030635 loss_vfl: 0.768097 loss_bbox: 0.261613 loss_dfl: 0.172292 loss: 1.205553 eta: 2 days, 2:28:53 batch_cost: 2.3240 data_cost: 0.0009 ips: 12.0483 images/s [11/18 12:11:34] ppdet.engine INFO: Epoch: [74] [1320/3251] learning_rate: 0.030621 loss_vfl: 0.748167 loss_bbox: 0.264015 loss_dfl: 0.169510 loss: 1.162248 eta: 2 days, 2:28:10 batch_cost: 2.1842 data_cost: 0.0011 ips: 12.8192 images/s [11/18 12:12:20] ppdet.engine INFO: Epoch: [74] [1340/3251] learning_rate: 0.030607 loss_vfl: 0.772647 loss_bbox: 0.277361 loss_dfl: 0.180727 loss: 1.235077 eta: 2 days, 2:27:26 batch_cost: 2.1212 data_cost: 0.0010 ips: 13.2002 images/s [11/18 12:13:09] ppdet.engine INFO: Epoch: [74] [1360/3251] learning_rate: 0.030593 loss_vfl: 0.736960 loss_bbox: 0.255097 loss_dfl: 0.179882 loss: 1.182687 eta: 2 days, 2:26:43 batch_cost: 2.3070 data_cost: 0.0011 ips: 12.1369 images/s [11/18 12:13:57] ppdet.engine INFO: Epoch: [74] [1380/3251] learning_rate: 0.030579 loss_vfl: 0.761565 loss_bbox: 0.265256 loss_dfl: 0.175331 loss: 1.226268 eta: 2 days, 2:26:00 batch_cost: 2.2333 data_cost: 0.0010 ips: 12.5372 images/s [11/18 12:14:43] ppdet.engine INFO: Epoch: [74] [1400/3251] learning_rate: 0.030565 loss_vfl: 0.769228 loss_bbox: 0.235141 loss_dfl: 0.174072 loss: 1.195632 eta: 2 days, 2:25:16 batch_cost: 2.1534 data_cost: 0.0009 ips: 13.0025 images/s [11/18 12:15:31] ppdet.engine INFO: Epoch: [74] [1420/3251] learning_rate: 0.030551 loss_vfl: 0.751951 loss_bbox: 0.243904 loss_dfl: 0.182583 loss: 1.196419 eta: 2 days, 2:24:33 batch_cost: 2.2864 data_cost: 0.0010 ips: 12.2463 images/s [11/18 12:16:17] ppdet.engine INFO: Epoch: [74] [1440/3251] learning_rate: 0.030538 loss_vfl: 0.746980 loss_bbox: 0.282081 loss_dfl: 0.175111 loss: 1.214675 eta: 2 days, 2:23:49 batch_cost: 2.2070 data_cost: 0.0016 ips: 12.6868 images/s [11/18 12:17:05] ppdet.engine INFO: Epoch: [74] [1460/3251] learning_rate: 0.030524 loss_vfl: 0.761252 loss_bbox: 0.254284 loss_dfl: 0.171367 loss: 1.184245 eta: 2 days, 2:23:06 batch_cost: 2.2502 data_cost: 0.0011 ips: 12.4433 images/s [11/18 12:17:53] ppdet.engine INFO: Epoch: [74] [1480/3251] learning_rate: 0.030510 loss_vfl: 0.744516 loss_bbox: 0.277168 loss_dfl: 0.179311 loss: 1.192551 eta: 2 days, 2:22:23 batch_cost: 2.2499 data_cost: 0.0010 ips: 12.4450 images/s [11/18 12:18:39] ppdet.engine INFO: Epoch: [74] [1500/3251] learning_rate: 0.030496 loss_vfl: 0.764847 loss_bbox: 0.245700 loss_dfl: 0.171521 loss: 1.202616 eta: 2 days, 2:21:39 batch_cost: 2.1632 data_cost: 0.0014 ips: 12.9439 images/s [11/18 12:19:26] ppdet.engine INFO: Epoch: [74] [1520/3251] learning_rate: 0.030482 loss_vfl: 0.770208 loss_bbox: 0.283715 loss_dfl: 0.197852 loss: 1.237783 eta: 2 days, 2:20:56 batch_cost: 2.2356 data_cost: 0.0009 ips: 12.5246 images/s [11/18 12:20:11] ppdet.engine INFO: Epoch: [74] [1540/3251] learning_rate: 0.030468 loss_vfl: 0.760222 loss_bbox: 0.237340 loss_dfl: 0.170969 loss: 1.177055 eta: 2 days, 2:20:11 batch_cost: 2.1039 data_cost: 0.0015 ips: 13.3089 images/s [11/18 12:20:58] ppdet.engine INFO: Epoch: [74] [1560/3251] learning_rate: 0.030454 loss_vfl: 0.792979 loss_bbox: 0.271121 loss_dfl: 0.192415 loss: 1.239769 eta: 2 days, 2:19:28 batch_cost: 2.2340 data_cost: 0.0009 ips: 12.5336 images/s [11/18 12:21:44] ppdet.engine INFO: Epoch: [74] [1580/3251] learning_rate: 0.030440 loss_vfl: 0.760216 loss_bbox: 0.289271 loss_dfl: 0.179966 loss: 1.220134 eta: 2 days, 2:18:45 batch_cost: 2.2308 data_cost: 0.0010 ips: 12.5513 images/s [11/18 12:22:33] ppdet.engine INFO: Epoch: [74] [1600/3251] learning_rate: 0.030426 loss_vfl: 0.763776 loss_bbox: 0.268561 loss_dfl: 0.181345 loss: 1.244560 eta: 2 days, 2:18:02 batch_cost: 2.3228 data_cost: 0.0009 ips: 12.0546 images/s [11/18 12:23:18] ppdet.engine INFO: Epoch: [74] [1620/3251] learning_rate: 0.030413 loss_vfl: 0.776329 loss_bbox: 0.263224 loss_dfl: 0.186537 loss: 1.223334 eta: 2 days, 2:17:18 batch_cost: 2.1340 data_cost: 0.0012 ips: 13.1207 images/s [11/18 12:24:03] ppdet.engine INFO: Epoch: [74] [1640/3251] learning_rate: 0.030399 loss_vfl: 0.781558 loss_bbox: 0.250160 loss_dfl: 0.176769 loss: 1.200894 eta: 2 days, 2:16:34 batch_cost: 2.1286 data_cost: 0.0009 ips: 13.1542 images/s [11/18 12:24:49] ppdet.engine INFO: Epoch: [74] [1660/3251] learning_rate: 0.030385 loss_vfl: 0.767492 loss_bbox: 0.255378 loss_dfl: 0.174543 loss: 1.223634 eta: 2 days, 2:15:49 batch_cost: 2.0526 data_cost: 0.0010 ips: 13.6411 images/s [11/18 12:25:35] ppdet.engine INFO: Epoch: [74] [1680/3251] learning_rate: 0.030371 loss_vfl: 0.760515 loss_bbox: 0.237687 loss_dfl: 0.166731 loss: 1.185642 eta: 2 days, 2:15:06 batch_cost: 2.2098 data_cost: 0.0010 ips: 12.6709 images/s [11/18 12:26:24] ppdet.engine INFO: Epoch: [74] [1700/3251] learning_rate: 0.030357 loss_vfl: 0.771899 loss_bbox: 0.243888 loss_dfl: 0.170182 loss: 1.182947 eta: 2 days, 2:14:23 batch_cost: 2.2469 data_cost: 0.0009 ips: 12.4617 images/s [11/18 12:27:08] ppdet.engine INFO: Epoch: [74] [1720/3251] learning_rate: 0.030343 loss_vfl: 0.767067 loss_bbox: 0.272124 loss_dfl: 0.180906 loss: 1.254385 eta: 2 days, 2:13:38 batch_cost: 2.0890 data_cost: 0.0012 ips: 13.4034 images/s [11/18 12:27:55] ppdet.engine INFO: Epoch: [74] [1740/3251] learning_rate: 0.030329 loss_vfl: 0.772557 loss_bbox: 0.216193 loss_dfl: 0.156474 loss: 1.120093 eta: 2 days, 2:12:55 batch_cost: 2.2142 data_cost: 0.0009 ips: 12.6456 images/s [11/18 12:28:41] ppdet.engine INFO: Epoch: [74] [1760/3251] learning_rate: 0.030315 loss_vfl: 0.759682 loss_bbox: 0.239122 loss_dfl: 0.169537 loss: 1.168884 eta: 2 days, 2:12:10 batch_cost: 2.0199 data_cost: 0.0011 ips: 13.8618 images/s [11/18 12:29:28] ppdet.engine INFO: Epoch: [74] [1780/3251] learning_rate: 0.030302 loss_vfl: 0.781886 loss_bbox: 0.282589 loss_dfl: 0.193360 loss: 1.231059 eta: 2 days, 2:11:27 batch_cost: 2.2478 data_cost: 0.0018 ips: 12.4566 images/s [11/18 12:30:15] ppdet.engine INFO: Epoch: [74] [1800/3251] learning_rate: 0.030288 loss_vfl: 0.766631 loss_bbox: 0.238640 loss_dfl: 0.171388 loss: 1.169886 eta: 2 days, 2:10:43 batch_cost: 2.2345 data_cost: 0.0009 ips: 12.5306 images/s [11/18 12:31:04] ppdet.engine INFO: Epoch: [74] [1820/3251] learning_rate: 0.030274 loss_vfl: 0.751970 loss_bbox: 0.237859 loss_dfl: 0.172925 loss: 1.160875 eta: 2 days, 2:10:00 batch_cost: 2.2549 data_cost: 0.0010 ips: 12.4173 images/s [11/18 12:31:50] ppdet.engine INFO: Epoch: [74] [1840/3251] learning_rate: 0.030260 loss_vfl: 0.757402 loss_bbox: 0.265093 loss_dfl: 0.173853 loss: 1.186643 eta: 2 days, 2:09:16 batch_cost: 2.0509 data_cost: 0.0009 ips: 13.6523 images/s [11/18 12:32:36] ppdet.engine INFO: Epoch: [74] [1860/3251] learning_rate: 0.030246 loss_vfl: 0.753233 loss_bbox: 0.266331 loss_dfl: 0.192332 loss: 1.207134 eta: 2 days, 2:08:32 batch_cost: 2.1868 data_cost: 0.0011 ips: 12.8042 images/s [11/18 12:33:23] ppdet.engine INFO: Epoch: [74] [1880/3251] learning_rate: 0.030232 loss_vfl: 0.729110 loss_bbox: 0.246734 loss_dfl: 0.173358 loss: 1.167978 eta: 2 days, 2:07:48 batch_cost: 2.1975 data_cost: 0.0010 ips: 12.7418 images/s [11/18 12:34:11] ppdet.engine INFO: Epoch: [74] [1900/3251] learning_rate: 0.030218 loss_vfl: 0.770537 loss_bbox: 0.259616 loss_dfl: 0.173710 loss: 1.215310 eta: 2 days, 2:07:05 batch_cost: 2.2409 data_cost: 0.0010 ips: 12.4950 images/s [11/18 12:34:56] ppdet.engine INFO: Epoch: [74] [1920/3251] learning_rate: 0.030205 loss_vfl: 0.758985 loss_bbox: 0.249698 loss_dfl: 0.187143 loss: 1.195311 eta: 2 days, 2:06:21 batch_cost: 2.1420 data_cost: 0.0010 ips: 13.0716 images/s [11/18 12:35:42] ppdet.engine INFO: Epoch: [74] [1940/3251] learning_rate: 0.030191 loss_vfl: 0.751213 loss_bbox: 0.261765 loss_dfl: 0.179511 loss: 1.211739 eta: 2 days, 2:05:38 batch_cost: 2.1830 data_cost: 0.0017 ips: 12.8263 images/s [11/18 12:36:29] ppdet.engine INFO: Epoch: [74] [1960/3251] learning_rate: 0.030177 loss_vfl: 0.776644 loss_bbox: 0.294837 loss_dfl: 0.197043 loss: 1.270773 eta: 2 days, 2:04:54 batch_cost: 2.2656 data_cost: 0.0011 ips: 12.3588 images/s [11/18 12:37:16] ppdet.engine INFO: Epoch: [74] [1980/3251] learning_rate: 0.030163 loss_vfl: 0.758513 loss_bbox: 0.241181 loss_dfl: 0.168958 loss: 1.184418 eta: 2 days, 2:04:11 batch_cost: 2.2555 data_cost: 0.0010 ips: 12.4141 images/s [11/18 12:38:02] ppdet.engine INFO: Epoch: [74] [2000/3251] learning_rate: 0.030149 loss_vfl: 0.758010 loss_bbox: 0.324109 loss_dfl: 0.214858 loss: 1.297163 eta: 2 days, 2:03:28 batch_cost: 2.1824 data_cost: 0.0010 ips: 12.8302 images/s [11/18 12:38:51] ppdet.engine INFO: Epoch: [74] [2020/3251] learning_rate: 0.030135 loss_vfl: 0.759015 loss_bbox: 0.281085 loss_dfl: 0.188489 loss: 1.232140 eta: 2 days, 2:02:45 batch_cost: 2.3587 data_cost: 0.0010 ips: 11.8709 images/s [11/18 12:39:39] ppdet.engine INFO: Epoch: [74] [2040/3251] learning_rate: 0.030122 loss_vfl: 0.770327 loss_bbox: 0.281151 loss_dfl: 0.181779 loss: 1.212580 eta: 2 days, 2:02:02 batch_cost: 2.2586 data_cost: 0.0010 ips: 12.3971 images/s [11/18 12:40:26] ppdet.engine INFO: Epoch: [74] [2060/3251] learning_rate: 0.030108 loss_vfl: 0.727001 loss_bbox: 0.227974 loss_dfl: 0.159730 loss: 1.107735 eta: 2 days, 2:01:19 batch_cost: 2.2367 data_cost: 0.0010 ips: 12.5186 images/s [11/18 12:41:14] ppdet.engine INFO: Epoch: [74] [2080/3251] learning_rate: 0.030094 loss_vfl: 0.740617 loss_bbox: 0.233526 loss_dfl: 0.164583 loss: 1.139467 eta: 2 days, 2:00:36 batch_cost: 2.2912 data_cost: 0.0010 ips: 12.2209 images/s [11/18 12:42:00] ppdet.engine INFO: Epoch: [74] [2100/3251] learning_rate: 0.030080 loss_vfl: 0.768948 loss_bbox: 0.274493 loss_dfl: 0.184730 loss: 1.223691 eta: 2 days, 1:59:52 batch_cost: 2.1800 data_cost: 0.0010 ips: 12.8442 images/s [11/18 12:42:47] ppdet.engine INFO: Epoch: [74] [2120/3251] learning_rate: 0.030066 loss_vfl: 0.761441 loss_bbox: 0.242319 loss_dfl: 0.178427 loss: 1.182668 eta: 2 days, 1:59:09 batch_cost: 2.2507 data_cost: 0.0010 ips: 12.4407 images/s [11/18 12:43:34] ppdet.engine INFO: Epoch: [74] [2140/3251] learning_rate: 0.030053 loss_vfl: 0.767593 loss_bbox: 0.274667 loss_dfl: 0.186876 loss: 1.237729 eta: 2 days, 1:58:26 batch_cost: 2.2503 data_cost: 0.0009 ips: 12.4429 images/s [11/18 12:44:21] ppdet.engine INFO: Epoch: [74] [2160/3251] learning_rate: 0.030039 loss_vfl: 0.752152 loss_bbox: 0.251158 loss_dfl: 0.179710 loss: 1.223315 eta: 2 days, 1:57:42 batch_cost: 2.2291 data_cost: 0.0013 ips: 12.5614 images/s [11/18 12:45:06] ppdet.engine INFO: Epoch: [74] [2180/3251] learning_rate: 0.030025 loss_vfl: 0.778840 loss_bbox: 0.266151 loss_dfl: 0.184334 loss: 1.242446 eta: 2 days, 1:56:58 batch_cost: 2.1586 data_cost: 0.0010 ips: 12.9716 images/s [11/18 12:45:54] ppdet.engine INFO: Epoch: [74] [2200/3251] learning_rate: 0.030011 loss_vfl: 0.756228 loss_bbox: 0.265564 loss_dfl: 0.172139 loss: 1.199822 eta: 2 days, 1:56:16 batch_cost: 2.3148 data_cost: 0.0011 ips: 12.0963 images/s [11/18 12:46:43] ppdet.engine INFO: Epoch: [74] [2220/3251] learning_rate: 0.029997 loss_vfl: 0.759835 loss_bbox: 0.275776 loss_dfl: 0.192857 loss: 1.227582 eta: 2 days, 1:55:33 batch_cost: 2.3526 data_cost: 0.0010 ips: 11.9015 images/s [11/18 12:47:30] ppdet.engine INFO: Epoch: [74] [2240/3251] learning_rate: 0.029984 loss_vfl: 0.772519 loss_bbox: 0.246508 loss_dfl: 0.169186 loss: 1.178741 eta: 2 days, 1:54:49 batch_cost: 2.1634 data_cost: 0.0017 ips: 12.9428 images/s [11/18 12:48:16] ppdet.engine INFO: Epoch: [74] [2260/3251] learning_rate: 0.029970 loss_vfl: 0.775882 loss_bbox: 0.267098 loss_dfl: 0.180572 loss: 1.212643 eta: 2 days, 1:54:05 batch_cost: 2.1585 data_cost: 0.0010 ips: 12.9722 images/s [11/18 12:49:01] ppdet.engine INFO: Epoch: [74] [2280/3251] learning_rate: 0.029956 loss_vfl: 0.770366 loss_bbox: 0.225754 loss_dfl: 0.164562 loss: 1.148457 eta: 2 days, 1:53:21 batch_cost: 2.1429 data_cost: 0.0009 ips: 13.0665 images/s [11/18 12:49:51] ppdet.engine INFO: Epoch: [74] [2300/3251] learning_rate: 0.029942 loss_vfl: 0.762830 loss_bbox: 0.268702 loss_dfl: 0.180903 loss: 1.230565 eta: 2 days, 1:52:39 batch_cost: 2.3760 data_cost: 0.0010 ips: 11.7846 images/s [11/18 12:50:40] ppdet.engine INFO: Epoch: [74] [2320/3251] learning_rate: 0.029928 loss_vfl: 0.768196 loss_bbox: 0.286809 loss_dfl: 0.194169 loss: 1.242181 eta: 2 days, 1:51:56 batch_cost: 2.3303 data_cost: 0.0010 ips: 12.0157 images/s [11/18 12:51:26] ppdet.engine INFO: Epoch: [74] [2340/3251] learning_rate: 0.029915 loss_vfl: 0.758622 loss_bbox: 0.249282 loss_dfl: 0.166620 loss: 1.171358 eta: 2 days, 1:51:13 batch_cost: 2.2023 data_cost: 0.0010 ips: 12.7142 images/s [11/18 12:52:13] ppdet.engine INFO: Epoch: [74] [2360/3251] learning_rate: 0.029901 loss_vfl: 0.794015 loss_bbox: 0.289296 loss_dfl: 0.183133 loss: 1.249467 eta: 2 days, 1:50:29 batch_cost: 2.1470 data_cost: 0.0013 ips: 13.0417 images/s [11/18 12:53:01] ppdet.engine INFO: Epoch: [74] [2380/3251] learning_rate: 0.029887 loss_vfl: 0.768645 loss_bbox: 0.257027 loss_dfl: 0.180082 loss: 1.236019 eta: 2 days, 1:49:46 batch_cost: 2.2564 data_cost: 0.0010 ips: 12.4091 images/s [11/18 12:53:48] ppdet.engine INFO: Epoch: [74] [2400/3251] learning_rate: 0.029873 loss_vfl: 0.759897 loss_bbox: 0.270549 loss_dfl: 0.182618 loss: 1.243923 eta: 2 days, 1:49:02 batch_cost: 2.2259 data_cost: 0.0009 ips: 12.5795 images/s [11/18 12:54:36] ppdet.engine INFO: Epoch: [74] [2420/3251] learning_rate: 0.029859 loss_vfl: 0.788296 loss_bbox: 0.250547 loss_dfl: 0.181917 loss: 1.235955 eta: 2 days, 1:48:19 batch_cost: 2.2100 data_cost: 0.0009 ips: 12.6698 images/s [11/18 12:55:23] ppdet.engine INFO: Epoch: [74] [2440/3251] learning_rate: 0.029846 loss_vfl: 0.770015 loss_bbox: 0.273082 loss_dfl: 0.185881 loss: 1.204477 eta: 2 days, 1:47:36 batch_cost: 2.2514 data_cost: 0.0009 ips: 12.4368 images/s [11/18 12:56:07] ppdet.engine INFO: Epoch: [74] [2460/3251] learning_rate: 0.029832 loss_vfl: 0.770743 loss_bbox: 0.252692 loss_dfl: 0.165257 loss: 1.193710 eta: 2 days, 1:46:51 batch_cost: 2.0570 data_cost: 0.0010 ips: 13.6121 images/s [11/18 12:56:55] ppdet.engine INFO: Epoch: [74] [2480/3251] learning_rate: 0.029818 loss_vfl: 0.771054 loss_bbox: 0.276078 loss_dfl: 0.186837 loss: 1.232569 eta: 2 days, 1:46:08 batch_cost: 2.3017 data_cost: 0.0011 ips: 12.1648 images/s [11/18 12:57:42] ppdet.engine INFO: Epoch: [74] [2500/3251] learning_rate: 0.029804 loss_vfl: 0.765558 loss_bbox: 0.265649 loss_dfl: 0.184867 loss: 1.200345 eta: 2 days, 1:45:25 batch_cost: 2.2421 data_cost: 0.0010 ips: 12.4883 images/s [11/18 12:58:28] ppdet.engine INFO: Epoch: [74] [2520/3251] learning_rate: 0.029791 loss_vfl: 0.763618 loss_bbox: 0.257172 loss_dfl: 0.182096 loss: 1.220337 eta: 2 days, 1:44:41 batch_cost: 2.1431 data_cost: 0.0012 ips: 13.0653 images/s [11/18 12:59:13] ppdet.engine INFO: Epoch: [74] [2540/3251] learning_rate: 0.029777 loss_vfl: 0.761167 loss_bbox: 0.269184 loss_dfl: 0.179843 loss: 1.228144 eta: 2 days, 1:43:57 batch_cost: 2.1265 data_cost: 0.0009 ips: 13.1670 images/s [11/18 13:00:01] ppdet.engine INFO: Epoch: [74] [2560/3251] learning_rate: 0.029763 loss_vfl: 0.793477 loss_bbox: 0.256746 loss_dfl: 0.182875 loss: 1.195713 eta: 2 days, 1:43:14 batch_cost: 2.2364 data_cost: 0.0010 ips: 12.5202 images/s [11/18 13:00:47] ppdet.engine INFO: Epoch: [74] [2580/3251] learning_rate: 0.029749 loss_vfl: 0.753276 loss_bbox: 0.262737 loss_dfl: 0.178801 loss: 1.206179 eta: 2 days, 1:42:30 batch_cost: 2.2242 data_cost: 0.0009 ips: 12.5889 images/s [11/18 13:01:36] ppdet.engine INFO: Epoch: [74] [2600/3251] learning_rate: 0.029736 loss_vfl: 0.748135 loss_bbox: 0.272267 loss_dfl: 0.195230 loss: 1.216865 eta: 2 days, 1:41:48 batch_cost: 2.3400 data_cost: 0.0010 ips: 11.9660 images/s [11/18 13:02:23] ppdet.engine INFO: Epoch: [74] [2620/3251] learning_rate: 0.029722 loss_vfl: 0.761923 loss_bbox: 0.256283 loss_dfl: 0.177078 loss: 1.191214 eta: 2 days, 1:41:04 batch_cost: 2.1459 data_cost: 0.0010 ips: 13.0482 images/s [11/18 13:03:15] ppdet.engine INFO: Epoch: [74] [2640/3251] learning_rate: 0.029708 loss_vfl: 0.803254 loss_bbox: 0.240759 loss_dfl: 0.163201 loss: 1.201816 eta: 2 days, 1:40:22 batch_cost: 2.4316 data_cost: 0.0013 ips: 11.5151 images/s [11/18 13:03:59] ppdet.engine INFO: Epoch: [74] [2660/3251] learning_rate: 0.029694 loss_vfl: 0.757593 loss_bbox: 0.279269 loss_dfl: 0.182935 loss: 1.192654 eta: 2 days, 1:39:38 batch_cost: 2.1377 data_cost: 0.0010 ips: 13.0980 images/s [11/18 13:04:46] ppdet.engine INFO: Epoch: [74] [2680/3251] learning_rate: 0.029681 loss_vfl: 0.772910 loss_bbox: 0.281716 loss_dfl: 0.194634 loss: 1.241484 eta: 2 days, 1:38:54 batch_cost: 2.1502 data_cost: 0.0016 ips: 13.0222 images/s [11/18 13:05:33] ppdet.engine INFO: Epoch: [74] [2700/3251] learning_rate: 0.029667 loss_vfl: 0.761495 loss_bbox: 0.256540 loss_dfl: 0.173233 loss: 1.186552 eta: 2 days, 1:38:10 batch_cost: 2.2029 data_cost: 0.0009 ips: 12.7103 images/s [11/18 13:06:18] ppdet.engine INFO: Epoch: [74] [2720/3251] learning_rate: 0.029653 loss_vfl: 0.800084 loss_bbox: 0.267404 loss_dfl: 0.180577 loss: 1.233922 eta: 2 days, 1:37:26 batch_cost: 2.1205 data_cost: 0.0011 ips: 13.2042 images/s [11/18 13:07:05] ppdet.engine INFO: Epoch: [74] [2740/3251] learning_rate: 0.029639 loss_vfl: 0.754580 loss_bbox: 0.263034 loss_dfl: 0.171437 loss: 1.220619 eta: 2 days, 1:36:43 batch_cost: 2.2234 data_cost: 0.0011 ips: 12.5933 images/s [11/18 13:07:54] ppdet.engine INFO: Epoch: [74] [2760/3251] learning_rate: 0.029626 loss_vfl: 0.765751 loss_bbox: 0.260753 loss_dfl: 0.175089 loss: 1.218301 eta: 2 days, 1:36:00 batch_cost: 2.2759 data_cost: 0.0010 ips: 12.3028 images/s [11/18 13:08:39] ppdet.engine INFO: Epoch: [74] [2780/3251] learning_rate: 0.029612 loss_vfl: 0.753379 loss_bbox: 0.270422 loss_dfl: 0.180954 loss: 1.253216 eta: 2 days, 1:35:16 batch_cost: 2.1541 data_cost: 0.0009 ips: 12.9985 images/s [11/18 13:09:27] ppdet.engine INFO: Epoch: [74] [2800/3251] learning_rate: 0.029598 loss_vfl: 0.754780 loss_bbox: 0.278874 loss_dfl: 0.186548 loss: 1.226143 eta: 2 days, 1:34:33 batch_cost: 2.2643 data_cost: 0.0010 ips: 12.3657 images/s [11/18 13:10:13] ppdet.engine INFO: Epoch: [74] [2820/3251] learning_rate: 0.029584 loss_vfl: 0.758043 loss_bbox: 0.276080 loss_dfl: 0.189415 loss: 1.239564 eta: 2 days, 1:33:49 batch_cost: 2.2146 data_cost: 0.0012 ips: 12.6433 images/s [11/18 13:11:00] ppdet.engine INFO: Epoch: [74] [2840/3251] learning_rate: 0.029571 loss_vfl: 0.747533 loss_bbox: 0.245034 loss_dfl: 0.171845 loss: 1.168653 eta: 2 days, 1:33:05 batch_cost: 2.1920 data_cost: 0.0010 ips: 12.7740 images/s [11/18 13:11:48] ppdet.engine INFO: Epoch: [74] [2860/3251] learning_rate: 0.029557 loss_vfl: 0.760471 loss_bbox: 0.248054 loss_dfl: 0.168170 loss: 1.197084 eta: 2 days, 1:32:22 batch_cost: 2.2608 data_cost: 0.0009 ips: 12.3850 images/s Corrupt JPEG data: 33378 extraneous bytes before marker 0xe2 [11/18 13:12:35] ppdet.engine INFO: Epoch: [74] [2880/3251] learning_rate: 0.029543 loss_vfl: 0.766345 loss_bbox: 0.290032 loss_dfl: 0.190431 loss: 1.228428 eta: 2 days, 1:31:39 batch_cost: 2.2423 data_cost: 0.0010 ips: 12.4871 images/s [11/18 13:13:20] ppdet.engine INFO: Epoch: [74] [2900/3251] learning_rate: 0.029530 loss_vfl: 0.783048 loss_bbox: 0.255039 loss_dfl: 0.176765 loss: 1.221015 eta: 2 days, 1:30:55 batch_cost: 2.1314 data_cost: 0.0009 ips: 13.1370 images/s [11/18 13:14:06] ppdet.engine INFO: Epoch: [74] [2920/3251] learning_rate: 0.029516 loss_vfl: 0.779139 loss_bbox: 0.287528 loss_dfl: 0.197043 loss: 1.254491 eta: 2 days, 1:30:11 batch_cost: 2.1293 data_cost: 0.0010 ips: 13.1496 images/s [11/18 13:14:55] ppdet.engine INFO: Epoch: [74] [2940/3251] learning_rate: 0.029502 loss_vfl: 0.749080 loss_bbox: 0.228511 loss_dfl: 0.165252 loss: 1.172049 eta: 2 days, 1:29:28 batch_cost: 2.3133 data_cost: 0.0014 ips: 12.1040 images/s [11/18 13:15:40] ppdet.engine INFO: Epoch: [74] [2960/3251] learning_rate: 0.029488 loss_vfl: 0.802331 loss_bbox: 0.255574 loss_dfl: 0.176737 loss: 1.239956 eta: 2 days, 1:28:44 batch_cost: 2.0417 data_cost: 0.0010 ips: 13.7138 images/s [11/18 13:16:28] ppdet.engine INFO: Epoch: [74] [2980/3251] learning_rate: 0.029475 loss_vfl: 0.748469 loss_bbox: 0.261388 loss_dfl: 0.174935 loss: 1.188713 eta: 2 days, 1:28:00 batch_cost: 2.2400 data_cost: 0.0011 ips: 12.4998 images/s [11/18 13:17:13] ppdet.engine INFO: Epoch: [74] [3000/3251] learning_rate: 0.029461 loss_vfl: 0.765417 loss_bbox: 0.295794 loss_dfl: 0.202147 loss: 1.286097 eta: 2 days, 1:27:16 batch_cost: 2.1615 data_cost: 0.0010 ips: 12.9538 images/s [11/18 13:18:01] ppdet.engine INFO: Epoch: [74] [3020/3251] learning_rate: 0.029447 loss_vfl: 0.757764 loss_bbox: 0.247523 loss_dfl: 0.170551 loss: 1.188722 eta: 2 days, 1:26:33 batch_cost: 2.2519 data_cost: 0.0010 ips: 12.4339 images/s [11/18 13:18:49] ppdet.engine INFO: Epoch: [74] [3040/3251] learning_rate: 0.029434 loss_vfl: 0.761912 loss_bbox: 0.277900 loss_dfl: 0.177386 loss: 1.198125 eta: 2 days, 1:25:50 batch_cost: 2.2758 data_cost: 0.0010 ips: 12.3035 images/s [11/18 13:19:37] ppdet.engine INFO: Epoch: [74] [3060/3251] learning_rate: 0.029420 loss_vfl: 0.753685 loss_bbox: 0.251312 loss_dfl: 0.179616 loss: 1.206290 eta: 2 days, 1:25:07 batch_cost: 2.2913 data_cost: 0.0010 ips: 12.2201 images/s [11/18 13:20:23] ppdet.engine INFO: Epoch: [74] [3080/3251] learning_rate: 0.029406 loss_vfl: 0.762044 loss_bbox: 0.224411 loss_dfl: 0.174575 loss: 1.168660 eta: 2 days, 1:24:23 batch_cost: 2.1409 data_cost: 0.0099 ips: 13.0786 images/s [11/18 13:21:09] ppdet.engine INFO: Epoch: [74] [3100/3251] learning_rate: 0.029393 loss_vfl: 0.773048 loss_bbox: 0.276784 loss_dfl: 0.185580 loss: 1.228184 eta: 2 days, 1:23:40 batch_cost: 2.1880 data_cost: 0.0010 ips: 12.7974 images/s [11/18 13:21:57] ppdet.engine INFO: Epoch: [74] [3120/3251] learning_rate: 0.029379 loss_vfl: 0.779233 loss_bbox: 0.250210 loss_dfl: 0.161212 loss: 1.180256 eta: 2 days, 1:22:57 batch_cost: 2.3306 data_cost: 0.0009 ips: 12.0141 images/s [11/18 13:22:43] ppdet.engine INFO: Epoch: [74] [3140/3251] learning_rate: 0.029365 loss_vfl: 0.767085 loss_bbox: 0.273655 loss_dfl: 0.187656 loss: 1.232096 eta: 2 days, 1:22:13 batch_cost: 2.1744 data_cost: 0.0009 ips: 12.8772 images/s [11/18 13:23:31] ppdet.engine INFO: Epoch: [74] [3160/3251] learning_rate: 0.029352 loss_vfl: 0.738342 loss_bbox: 0.262402 loss_dfl: 0.186677 loss: 1.215314 eta: 2 days, 1:21:30 batch_cost: 2.2542 data_cost: 0.0013 ips: 12.4211 images/s [11/18 13:24:18] ppdet.engine INFO: Epoch: [74] [3180/3251] learning_rate: 0.029338 loss_vfl: 0.762611 loss_bbox: 0.247797 loss_dfl: 0.181910 loss: 1.207721 eta: 2 days, 1:20:46 batch_cost: 2.2205 data_cost: 0.0010 ips: 12.6099 images/s [11/18 13:25:06] ppdet.engine INFO: Epoch: [74] [3200/3251] learning_rate: 0.029324 loss_vfl: 0.746472 loss_bbox: 0.255577 loss_dfl: 0.176556 loss: 1.219346 eta: 2 days, 1:20:03 batch_cost: 2.2352 data_cost: 0.0010 ips: 12.5270 images/s [11/18 13:25:53] ppdet.engine INFO: Epoch: [74] [3220/3251] learning_rate: 0.029311 loss_vfl: 0.758952 loss_bbox: 0.240208 loss_dfl: 0.168667 loss: 1.149803 eta: 2 days, 1:19:20 batch_cost: 2.2773 data_cost: 0.0010 ips: 12.2951 images/s [11/18 13:26:40] ppdet.engine INFO: Epoch: [74] [3240/3251] learning_rate: 0.029297 loss_vfl: 0.762300 loss_bbox: 0.249679 loss_dfl: 0.172266 loss: 1.190181 eta: 2 days, 1:18:37 batch_cost: 2.2313 data_cost: 0.0016 ips: 12.5487 images/s [11/18 13:27:21] ppdet.engine INFO: Epoch: [75] [ 0/3251] learning_rate: 0.029289 loss_vfl: 0.760834 loss_bbox: 0.260764 loss_dfl: 0.176730 loss: 1.185648 eta: 2 days, 1:18:15 batch_cost: 2.5876 data_cost: 0.4008 ips: 10.8208 images/s [11/18 13:28:10] ppdet.engine INFO: Epoch: [75] [ 20/3251] learning_rate: 0.029276 loss_vfl: 0.760029 loss_bbox: 0.249841 loss_dfl: 0.173109 loss: 1.172934 eta: 2 days, 1:17:32 batch_cost: 2.2837 data_cost: 0.0013 ips: 12.2610 images/s [11/18 13:28:59] ppdet.engine INFO: Epoch: [75] [ 40/3251] learning_rate: 0.029262 loss_vfl: 0.769932 loss_bbox: 0.256247 loss_dfl: 0.169286 loss: 1.169132 eta: 2 days, 1:16:50 batch_cost: 2.3443 data_cost: 0.0014 ips: 11.9438 images/s [11/18 13:29:42] ppdet.engine INFO: Epoch: [75] [ 60/3251] learning_rate: 0.029248 loss_vfl: 0.756854 loss_bbox: 0.291012 loss_dfl: 0.188998 loss: 1.232934 eta: 2 days, 1:16:05 batch_cost: 2.0171 data_cost: 0.0010 ips: 13.8813 images/s [11/18 13:30:31] ppdet.engine INFO: Epoch: [75] [ 80/3251] learning_rate: 0.029235 loss_vfl: 0.735840 loss_bbox: 0.275278 loss_dfl: 0.187086 loss: 1.188665 eta: 2 days, 1:15:22 batch_cost: 2.3073 data_cost: 0.0011 ips: 12.1353 images/s [11/18 13:31:18] ppdet.engine INFO: Epoch: [75] [ 100/3251] learning_rate: 0.029221 loss_vfl: 0.750656 loss_bbox: 0.260456 loss_dfl: 0.180382 loss: 1.160625 eta: 2 days, 1:14:39 batch_cost: 2.2272 data_cost: 0.0010 ips: 12.5721 images/s [11/18 13:32:06] ppdet.engine INFO: Epoch: [75] [ 120/3251] learning_rate: 0.029207 loss_vfl: 0.769002 loss_bbox: 0.261190 loss_dfl: 0.174758 loss: 1.192283 eta: 2 days, 1:13:56 batch_cost: 2.3256 data_cost: 0.0009 ips: 12.0399 images/s [11/18 13:32:51] ppdet.engine INFO: Epoch: [75] [ 140/3251] learning_rate: 0.029194 loss_vfl: 0.756873 loss_bbox: 0.259411 loss_dfl: 0.188440 loss: 1.226575 eta: 2 days, 1:13:12 batch_cost: 2.1269 data_cost: 0.0166 ips: 13.1649 images/s [11/18 13:33:38] ppdet.engine INFO: Epoch: [75] [ 160/3251] learning_rate: 0.029180 loss_vfl: 0.746834 loss_bbox: 0.272401 loss_dfl: 0.176439 loss: 1.237731 eta: 2 days, 1:12:28 batch_cost: 2.2330 data_cost: 0.0010 ips: 12.5392 images/s [11/18 13:34:24] ppdet.engine INFO: Epoch: [75] [ 180/3251] learning_rate: 0.029166 loss_vfl: 0.792504 loss_bbox: 0.254532 loss_dfl: 0.174130 loss: 1.217767 eta: 2 days, 1:11:45 batch_cost: 2.1754 data_cost: 0.0010 ips: 12.8713 images/s [11/18 13:35:12] ppdet.engine INFO: Epoch: [75] [ 200/3251] learning_rate: 0.029153 loss_vfl: 0.734538 loss_bbox: 0.251376 loss_dfl: 0.176159 loss: 1.164497 eta: 2 days, 1:11:02 batch_cost: 2.2981 data_cost: 0.0011 ips: 12.1839 images/s [11/18 13:35:58] ppdet.engine INFO: Epoch: [75] [ 220/3251] learning_rate: 0.029139 loss_vfl: 0.769293 loss_bbox: 0.280248 loss_dfl: 0.183275 loss: 1.244549 eta: 2 days, 1:10:18 batch_cost: 2.1326 data_cost: 0.0009 ips: 13.1297 images/s [11/18 13:36:46] ppdet.engine INFO: Epoch: [75] [ 240/3251] learning_rate: 0.029126 loss_vfl: 0.751512 loss_bbox: 0.243717 loss_dfl: 0.172995 loss: 1.175691 eta: 2 days, 1:09:35 batch_cost: 2.2641 data_cost: 0.0011 ips: 12.3672 images/s [11/18 13:37:36] ppdet.engine INFO: Epoch: [75] [ 260/3251] learning_rate: 0.029112 loss_vfl: 0.761035 loss_bbox: 0.247505 loss_dfl: 0.178139 loss: 1.203959 eta: 2 days, 1:08:52 batch_cost: 2.3913 data_cost: 0.0010 ips: 11.7090 images/s [11/18 13:38:24] ppdet.engine INFO: Epoch: [75] [ 280/3251] learning_rate: 0.029098 loss_vfl: 0.760059 loss_bbox: 0.236026 loss_dfl: 0.159840 loss: 1.125072 eta: 2 days, 1:08:09 batch_cost: 2.2186 data_cost: 0.0009 ips: 12.6206 images/s [11/18 13:39:09] ppdet.engine INFO: Epoch: [75] [ 300/3251] learning_rate: 0.029085 loss_vfl: 0.751379 loss_bbox: 0.268087 loss_dfl: 0.178334 loss: 1.175505 eta: 2 days, 1:07:25 batch_cost: 2.1643 data_cost: 0.0017 ips: 12.9374 images/s [11/18 13:39:59] ppdet.engine INFO: Epoch: [75] [ 320/3251] learning_rate: 0.029071 loss_vfl: 0.785297 loss_bbox: 0.262828 loss_dfl: 0.172637 loss: 1.206533 eta: 2 days, 1:06:42 batch_cost: 2.2679 data_cost: 0.0010 ips: 12.3460 images/s [11/18 13:40:46] ppdet.engine INFO: Epoch: [75] [ 340/3251] learning_rate: 0.029057 loss_vfl: 0.737596 loss_bbox: 0.244294 loss_dfl: 0.179204 loss: 1.165068 eta: 2 days, 1:05:58 batch_cost: 2.1021 data_cost: 0.0011 ips: 13.3200 images/s [11/18 13:41:35] ppdet.engine INFO: Epoch: [75] [ 360/3251] learning_rate: 0.029044 loss_vfl: 0.749167 loss_bbox: 0.291042 loss_dfl: 0.189663 loss: 1.233317 eta: 2 days, 1:05:15 batch_cost: 2.3311 data_cost: 0.0017 ips: 12.0118 images/s [11/18 13:42:22] ppdet.engine INFO: Epoch: [75] [ 380/3251] learning_rate: 0.029030 loss_vfl: 0.780120 loss_bbox: 0.270782 loss_dfl: 0.181004 loss: 1.229169 eta: 2 days, 1:04:32 batch_cost: 2.2723 data_cost: 0.0018 ips: 12.3224 images/s [11/18 13:43:09] ppdet.engine INFO: Epoch: [75] [ 400/3251] learning_rate: 0.029017 loss_vfl: 0.771085 loss_bbox: 0.261351 loss_dfl: 0.183612 loss: 1.227074 eta: 2 days, 1:03:48 batch_cost: 2.1940 data_cost: 0.0014 ips: 12.7622 images/s [11/18 13:43:55] ppdet.engine INFO: Epoch: [75] [ 420/3251] learning_rate: 0.029003 loss_vfl: 0.761524 loss_bbox: 0.230490 loss_dfl: 0.172608 loss: 1.188113 eta: 2 days, 1:03:05 batch_cost: 2.2064 data_cost: 0.0010 ips: 12.6902 images/s [11/18 13:44:42] ppdet.engine INFO: Epoch: [75] [ 440/3251] learning_rate: 0.028989 loss_vfl: 0.772154 loss_bbox: 0.214979 loss_dfl: 0.154135 loss: 1.173624 eta: 2 days, 1:02:21 batch_cost: 2.2304 data_cost: 0.0010 ips: 12.5538 images/s [11/18 13:45:28] ppdet.engine INFO: Epoch: [75] [ 460/3251] learning_rate: 0.028976 loss_vfl: 0.768017 loss_bbox: 0.278651 loss_dfl: 0.189245 loss: 1.208738 eta: 2 days, 1:01:37 batch_cost: 2.1477 data_cost: 0.0010 ips: 13.0375 images/s [11/18 13:46:16] ppdet.engine INFO: Epoch: [75] [ 480/3251] learning_rate: 0.028962 loss_vfl: 0.748409 loss_bbox: 0.285236 loss_dfl: 0.186779 loss: 1.229076 eta: 2 days, 1:00:55 batch_cost: 2.2955 data_cost: 0.0014 ips: 12.1976 images/s [11/18 13:47:03] ppdet.engine INFO: Epoch: [75] [ 500/3251] learning_rate: 0.028948 loss_vfl: 0.734176 loss_bbox: 0.269759 loss_dfl: 0.189335 loss: 1.218603 eta: 2 days, 1:00:11 batch_cost: 2.2630 data_cost: 0.0009 ips: 12.3732 images/s [11/18 13:47:51] ppdet.engine INFO: Epoch: [75] [ 520/3251] learning_rate: 0.028935 loss_vfl: 0.768621 loss_bbox: 0.236745 loss_dfl: 0.170339 loss: 1.187611 eta: 2 days, 0:59:28 batch_cost: 2.2399 data_cost: 0.0011 ips: 12.5008 images/s [11/18 13:48:37] ppdet.engine INFO: Epoch: [75] [ 540/3251] learning_rate: 0.028921 loss_vfl: 0.747714 loss_bbox: 0.248679 loss_dfl: 0.178935 loss: 1.173203 eta: 2 days, 0:58:45 batch_cost: 2.2183 data_cost: 0.0010 ips: 12.6224 images/s [11/18 13:49:24] ppdet.engine INFO: Epoch: [75] [ 560/3251] learning_rate: 0.028908 loss_vfl: 0.763985 loss_bbox: 0.302093 loss_dfl: 0.200627 loss: 1.244869 eta: 2 days, 0:58:01 batch_cost: 2.1466 data_cost: 0.0010 ips: 13.0439 images/s [11/18 13:50:10] ppdet.engine INFO: Epoch: [75] [ 580/3251] learning_rate: 0.028894 loss_vfl: 0.749736 loss_bbox: 0.257574 loss_dfl: 0.179949 loss: 1.185276 eta: 2 days, 0:57:17 batch_cost: 2.1839 data_cost: 0.0010 ips: 12.8212 images/s [11/18 13:51:00] ppdet.engine INFO: Epoch: [75] [ 600/3251] learning_rate: 0.028881 loss_vfl: 0.752266 loss_bbox: 0.287717 loss_dfl: 0.190240 loss: 1.235774 eta: 2 days, 0:56:34 batch_cost: 2.2479 data_cost: 0.0015 ips: 12.4562 images/s [11/18 13:51:47] ppdet.engine INFO: Epoch: [75] [ 620/3251] learning_rate: 0.028867 loss_vfl: 0.767193 loss_bbox: 0.235355 loss_dfl: 0.170414 loss: 1.194115 eta: 2 days, 0:55:50 batch_cost: 2.1672 data_cost: 0.0010 ips: 12.9199 images/s [11/18 13:52:35] ppdet.engine INFO: Epoch: [75] [ 640/3251] learning_rate: 0.028853 loss_vfl: 0.762792 loss_bbox: 0.270038 loss_dfl: 0.183578 loss: 1.225959 eta: 2 days, 0:55:07 batch_cost: 2.2473 data_cost: 0.0011 ips: 12.4594 images/s [11/18 13:53:23] ppdet.engine INFO: Epoch: [75] [ 660/3251] learning_rate: 0.028840 loss_vfl: 0.782620 loss_bbox: 0.272083 loss_dfl: 0.183484 loss: 1.247111 eta: 2 days, 0:54:23 batch_cost: 2.2328 data_cost: 0.0009 ips: 12.5405 images/s [11/18 13:54:08] ppdet.engine INFO: Epoch: [75] [ 680/3251] learning_rate: 0.028826 loss_vfl: 0.767275 loss_bbox: 0.262682 loss_dfl: 0.173537 loss: 1.212233 eta: 2 days, 0:53:39 batch_cost: 2.1585 data_cost: 0.0010 ips: 12.9719 images/s [11/18 13:54:55] ppdet.engine INFO: Epoch: [75] [ 700/3251] learning_rate: 0.028813 loss_vfl: 0.754976 loss_bbox: 0.267767 loss_dfl: 0.171982 loss: 1.210105 eta: 2 days, 0:52:56 batch_cost: 2.2560 data_cost: 0.0015 ips: 12.4111 images/s [11/18 13:55:42] ppdet.engine INFO: Epoch: [75] [ 720/3251] learning_rate: 0.028799 loss_vfl: 0.757341 loss_bbox: 0.259686 loss_dfl: 0.174171 loss: 1.171965 eta: 2 days, 0:52:12 batch_cost: 2.1167 data_cost: 0.0011 ips: 13.2279 images/s [11/18 13:56:29] ppdet.engine INFO: Epoch: [75] [ 740/3251] learning_rate: 0.028785 loss_vfl: 0.760794 loss_bbox: 0.266801 loss_dfl: 0.176276 loss: 1.196785 eta: 2 days, 0:51:28 batch_cost: 2.1530 data_cost: 0.0012 ips: 13.0050 images/s [11/18 13:57:13] ppdet.engine INFO: Epoch: [75] [ 760/3251] learning_rate: 0.028772 loss_vfl: 0.765172 loss_bbox: 0.271604 loss_dfl: 0.193641 loss: 1.238400 eta: 2 days, 0:50:43 batch_cost: 2.0164 data_cost: 0.0010 ips: 13.8859 images/s [11/18 13:58:02] ppdet.engine INFO: Epoch: [75] [ 780/3251] learning_rate: 0.028758 loss_vfl: 0.762211 loss_bbox: 0.235812 loss_dfl: 0.167363 loss: 1.147150 eta: 2 days, 0:50:01 batch_cost: 2.3436 data_cost: 0.0010 ips: 11.9476 images/s [11/18 13:58:49] ppdet.engine INFO: Epoch: [75] [ 800/3251] learning_rate: 0.028745 loss_vfl: 0.781756 loss_bbox: 0.257613 loss_dfl: 0.173807 loss: 1.220017 eta: 2 days, 0:49:17 batch_cost: 2.2074 data_cost: 0.0009 ips: 12.6847 images/s [11/18 13:59:34] ppdet.engine INFO: Epoch: [75] [ 820/3251] learning_rate: 0.028731 loss_vfl: 0.781360 loss_bbox: 0.292441 loss_dfl: 0.197830 loss: 1.299199 eta: 2 days, 0:48:33 batch_cost: 2.0730 data_cost: 0.0010 ips: 13.5071 images/s [11/18 14:00:21] ppdet.engine INFO: Epoch: [75] [ 840/3251] learning_rate: 0.028718 loss_vfl: 0.758958 loss_bbox: 0.265915 loss_dfl: 0.184336 loss: 1.229726 eta: 2 days, 0:47:49 batch_cost: 2.1921 data_cost: 0.0014 ips: 12.7733 images/s [11/18 14:01:08] ppdet.engine INFO: Epoch: [75] [ 860/3251] learning_rate: 0.028704 loss_vfl: 0.737814 loss_bbox: 0.227033 loss_dfl: 0.166310 loss: 1.152045 eta: 2 days, 0:47:06 batch_cost: 2.2206 data_cost: 0.0009 ips: 12.6094 images/s [11/18 14:01:55] ppdet.engine INFO: Epoch: [75] [ 880/3251] learning_rate: 0.028691 loss_vfl: 0.775672 loss_bbox: 0.253340 loss_dfl: 0.171295 loss: 1.192534 eta: 2 days, 0:46:22 batch_cost: 2.1950 data_cost: 0.0010 ips: 12.7561 images/s [11/18 14:02:42] ppdet.engine INFO: Epoch: [75] [ 900/3251] learning_rate: 0.028677 loss_vfl: 0.760122 loss_bbox: 0.277436 loss_dfl: 0.185395 loss: 1.217551 eta: 2 days, 0:45:39 batch_cost: 2.1963 data_cost: 0.0009 ips: 12.7486 images/s [11/18 14:03:29] ppdet.engine INFO: Epoch: [75] [ 920/3251] learning_rate: 0.028663 loss_vfl: 0.787172 loss_bbox: 0.254868 loss_dfl: 0.174524 loss: 1.195837 eta: 2 days, 0:44:55 batch_cost: 2.1854 data_cost: 0.0010 ips: 12.8124 images/s [11/18 14:04:17] ppdet.engine INFO: Epoch: [75] [ 940/3251] learning_rate: 0.028650 loss_vfl: 0.776810 loss_bbox: 0.266505 loss_dfl: 0.185144 loss: 1.221585 eta: 2 days, 0:44:12 batch_cost: 2.2292 data_cost: 0.0010 ips: 12.5604 images/s [11/18 14:05:03] ppdet.engine INFO: Epoch: [75] [ 960/3251] learning_rate: 0.028636 loss_vfl: 0.749920 loss_bbox: 0.281628 loss_dfl: 0.178548 loss: 1.225736 eta: 2 days, 0:43:28 batch_cost: 2.2100 data_cost: 0.0011 ips: 12.6695 images/s [11/18 14:05:50] ppdet.engine INFO: Epoch: [75] [ 980/3251] learning_rate: 0.028623 loss_vfl: 0.753567 loss_bbox: 0.291325 loss_dfl: 0.193441 loss: 1.235360 eta: 2 days, 0:42:45 batch_cost: 2.2117 data_cost: 0.0009 ips: 12.6602 images/s [11/18 14:06:36] ppdet.engine INFO: Epoch: [75] [1000/3251] learning_rate: 0.028609 loss_vfl: 0.765188 loss_bbox: 0.267113 loss_dfl: 0.179898 loss: 1.203130 eta: 2 days, 0:42:01 batch_cost: 2.2106 data_cost: 0.0009 ips: 12.6660 images/s [11/18 14:07:22] ppdet.engine INFO: Epoch: [75] [1020/3251] learning_rate: 0.028596 loss_vfl: 0.754473 loss_bbox: 0.254271 loss_dfl: 0.175864 loss: 1.170890 eta: 2 days, 0:41:17 batch_cost: 2.0784 data_cost: 0.0011 ips: 13.4719 images/s [11/18 14:08:09] ppdet.engine INFO: Epoch: [75] [1040/3251] learning_rate: 0.028582 loss_vfl: 0.760889 loss_bbox: 0.258776 loss_dfl: 0.183163 loss: 1.188360 eta: 2 days, 0:40:33 batch_cost: 2.1450 data_cost: 0.0012 ips: 13.0533 images/s [11/18 14:08:57] ppdet.engine INFO: Epoch: [75] [1060/3251] learning_rate: 0.028569 loss_vfl: 0.751112 loss_bbox: 0.249871 loss_dfl: 0.161345 loss: 1.157070 eta: 2 days, 0:39:49 batch_cost: 2.1772 data_cost: 0.0010 ips: 12.8606 images/s [11/18 14:09:45] ppdet.engine INFO: Epoch: [75] [1080/3251] learning_rate: 0.028555 loss_vfl: 0.748823 loss_bbox: 0.259040 loss_dfl: 0.180344 loss: 1.201016 eta: 2 days, 0:39:06 batch_cost: 2.2208 data_cost: 0.0009 ips: 12.6083 images/s [11/18 14:10:31] ppdet.engine INFO: Epoch: [75] [1100/3251] learning_rate: 0.028542 loss_vfl: 0.774209 loss_bbox: 0.285434 loss_dfl: 0.198533 loss: 1.277594 eta: 2 days, 0:38:22 batch_cost: 2.1834 data_cost: 0.0009 ips: 12.8242 images/s [11/18 14:11:18] ppdet.engine INFO: Epoch: [75] [1120/3251] learning_rate: 0.028528 loss_vfl: 0.760830 loss_bbox: 0.260716 loss_dfl: 0.183550 loss: 1.214127 eta: 2 days, 0:37:38 batch_cost: 2.2150 data_cost: 0.0015 ips: 12.6412 images/s [11/18 14:12:03] ppdet.engine INFO: Epoch: [75] [1140/3251] learning_rate: 0.028515 loss_vfl: 0.770599 loss_bbox: 0.268096 loss_dfl: 0.179792 loss: 1.185164 eta: 2 days, 0:36:54 batch_cost: 2.0640 data_cost: 0.0010 ips: 13.5658 images/s [11/18 14:12:49] ppdet.engine INFO: Epoch: [75] [1160/3251] learning_rate: 0.028501 loss_vfl: 0.760165 loss_bbox: 0.263226 loss_dfl: 0.185868 loss: 1.232194 eta: 2 days, 0:36:10 batch_cost: 2.1665 data_cost: 0.0009 ips: 12.9243 images/s [11/18 14:13:35] ppdet.engine INFO: Epoch: [75] [1180/3251] learning_rate: 0.028488 loss_vfl: 0.775252 loss_bbox: 0.280375 loss_dfl: 0.181443 loss: 1.230154 eta: 2 days, 0:35:26 batch_cost: 2.1812 data_cost: 0.0010 ips: 12.8370 images/s [11/18 14:14:20] ppdet.engine INFO: Epoch: [75] [1200/3251] learning_rate: 0.028474 loss_vfl: 0.783771 loss_bbox: 0.257564 loss_dfl: 0.170027 loss: 1.199450 eta: 2 days, 0:34:43 batch_cost: 2.1525 data_cost: 0.0011 ips: 13.0082 images/s [11/18 14:15:07] ppdet.engine INFO: Epoch: [75] [1220/3251] learning_rate: 0.028461 loss_vfl: 0.764036 loss_bbox: 0.280019 loss_dfl: 0.186729 loss: 1.251306 eta: 2 days, 0:33:59 batch_cost: 2.1646 data_cost: 0.0011 ips: 12.9352 images/s [11/18 14:15:54] ppdet.engine INFO: Epoch: [75] [1240/3251] learning_rate: 0.028447 loss_vfl: 0.754522 loss_bbox: 0.265806 loss_dfl: 0.180452 loss: 1.198329 eta: 2 days, 0:33:15 batch_cost: 2.2078 data_cost: 0.0011 ips: 12.6823 images/s [11/18 14:16:39] ppdet.engine INFO: Epoch: [75] [1260/3251] learning_rate: 0.028434 loss_vfl: 0.774972 loss_bbox: 0.249851 loss_dfl: 0.168650 loss: 1.217667 eta: 2 days, 0:32:31 batch_cost: 2.1191 data_cost: 0.0010 ips: 13.2131 images/s [11/18 14:17:28] ppdet.engine INFO: Epoch: [75] [1280/3251] learning_rate: 0.028420 loss_vfl: 0.749442 loss_bbox: 0.247912 loss_dfl: 0.172896 loss: 1.168055 eta: 2 days, 0:31:48 batch_cost: 2.3073 data_cost: 0.0010 ips: 12.1353 images/s [11/18 14:18:14] ppdet.engine INFO: Epoch: [75] [1300/3251] learning_rate: 0.028407 loss_vfl: 0.745390 loss_bbox: 0.274750 loss_dfl: 0.189691 loss: 1.205645 eta: 2 days, 0:31:05 batch_cost: 2.1807 data_cost: 0.0009 ips: 12.8397 images/s [11/18 14:19:00] ppdet.engine INFO: Epoch: [75] [1320/3251] learning_rate: 0.028393 loss_vfl: 0.780772 loss_bbox: 0.251120 loss_dfl: 0.180891 loss: 1.233240 eta: 2 days, 0:30:21 batch_cost: 2.1836 data_cost: 0.0017 ips: 12.8227 images/s [11/18 14:19:47] ppdet.engine INFO: Epoch: [75] [1340/3251] learning_rate: 0.028380 loss_vfl: 0.776320 loss_bbox: 0.261974 loss_dfl: 0.175255 loss: 1.222065 eta: 2 days, 0:29:38 batch_cost: 2.2291 data_cost: 0.0010 ips: 12.5609 images/s [11/18 14:20:35] ppdet.engine INFO: Epoch: [75] [1360/3251] learning_rate: 0.028366 loss_vfl: 0.771101 loss_bbox: 0.254671 loss_dfl: 0.173419 loss: 1.205102 eta: 2 days, 0:28:54 batch_cost: 2.1811 data_cost: 0.0009 ips: 12.8375 images/s [11/18 14:21:22] ppdet.engine INFO: Epoch: [75] [1380/3251] learning_rate: 0.028353 loss_vfl: 0.752092 loss_bbox: 0.275550 loss_dfl: 0.176973 loss: 1.209317 eta: 2 days, 0:28:11 batch_cost: 2.2472 data_cost: 0.0010 ips: 12.4602 images/s [11/18 14:22:09] ppdet.engine INFO: Epoch: [75] [1400/3251] learning_rate: 0.028339 loss_vfl: 0.773923 loss_bbox: 0.263973 loss_dfl: 0.175343 loss: 1.206318 eta: 2 days, 0:27:27 batch_cost: 2.1918 data_cost: 0.0011 ips: 12.7747 images/s [11/18 14:22:55] ppdet.engine INFO: Epoch: [75] [1420/3251] learning_rate: 0.028326 loss_vfl: 0.739110 loss_bbox: 0.264001 loss_dfl: 0.186724 loss: 1.187097 eta: 2 days, 0:26:43 batch_cost: 2.1230 data_cost: 0.0010 ips: 13.1888 images/s [11/18 14:23:44] ppdet.engine INFO: Epoch: [75] [1440/3251] learning_rate: 0.028312 loss_vfl: 0.758924 loss_bbox: 0.259694 loss_dfl: 0.173140 loss: 1.250671 eta: 2 days, 0:26:00 batch_cost: 2.3362 data_cost: 0.0009 ips: 11.9851 images/s [11/18 14:24:31] ppdet.engine INFO: Epoch: [75] [1460/3251] learning_rate: 0.028299 loss_vfl: 0.773611 loss_bbox: 0.254723 loss_dfl: 0.172253 loss: 1.206940 eta: 2 days, 0:25:17 batch_cost: 2.2485 data_cost: 0.0010 ips: 12.4528 images/s [11/18 14:25:18] ppdet.engine INFO: Epoch: [75] [1480/3251] learning_rate: 0.028285 loss_vfl: 0.757463 loss_bbox: 0.258514 loss_dfl: 0.165613 loss: 1.187859 eta: 2 days, 0:24:34 batch_cost: 2.2642 data_cost: 0.0010 ips: 12.3666 images/s [11/18 14:26:03] ppdet.engine INFO: Epoch: [75] [1500/3251] learning_rate: 0.028272 loss_vfl: 0.773661 loss_bbox: 0.246974 loss_dfl: 0.171237 loss: 1.222853 eta: 2 days, 0:23:50 batch_cost: 2.1247 data_cost: 0.0014 ips: 13.1785 images/s [11/18 14:26:50] ppdet.engine INFO: Epoch: [75] [1520/3251] learning_rate: 0.028258 loss_vfl: 0.768957 loss_bbox: 0.252573 loss_dfl: 0.167416 loss: 1.206334 eta: 2 days, 0:23:07 batch_cost: 2.2950 data_cost: 0.0009 ips: 12.2006 images/s [11/18 14:27:38] ppdet.engine INFO: Epoch: [75] [1540/3251] learning_rate: 0.028245 loss_vfl: 0.776264 loss_bbox: 0.264920 loss_dfl: 0.186734 loss: 1.220836 eta: 2 days, 0:22:23 batch_cost: 2.2585 data_cost: 0.0016 ips: 12.3974 images/s [11/18 14:28:26] ppdet.engine INFO: Epoch: [75] [1560/3251] learning_rate: 0.028231 loss_vfl: 0.790709 loss_bbox: 0.238936 loss_dfl: 0.157804 loss: 1.185152 eta: 2 days, 0:21:40 batch_cost: 2.2145 data_cost: 0.0012 ips: 12.6437 images/s [11/18 14:29:13] ppdet.engine INFO: Epoch: [75] [1580/3251] learning_rate: 0.028218 loss_vfl: 0.765163 loss_bbox: 0.266229 loss_dfl: 0.190967 loss: 1.206482 eta: 2 days, 0:20:57 batch_cost: 2.2345 data_cost: 0.0011 ips: 12.5310 images/s [11/18 14:30:01] ppdet.engine INFO: Epoch: [75] [1600/3251] learning_rate: 0.028205 loss_vfl: 0.759442 loss_bbox: 0.243005 loss_dfl: 0.170260 loss: 1.189494 eta: 2 days, 0:20:13 batch_cost: 2.2444 data_cost: 0.0014 ips: 12.4756 images/s [11/18 14:30:50] ppdet.engine INFO: Epoch: [75] [1620/3251] learning_rate: 0.028191 loss_vfl: 0.769517 loss_bbox: 0.233824 loss_dfl: 0.167422 loss: 1.170139 eta: 2 days, 0:19:31 batch_cost: 2.3247 data_cost: 0.0009 ips: 12.0447 images/s [11/18 14:31:38] ppdet.engine INFO: Epoch: [75] [1640/3251] learning_rate: 0.028178 loss_vfl: 0.770580 loss_bbox: 0.257036 loss_dfl: 0.170923 loss: 1.199299 eta: 2 days, 0:18:47 batch_cost: 2.2192 data_cost: 0.0010 ips: 12.6171 images/s [11/18 14:32:25] ppdet.engine INFO: Epoch: [75] [1660/3251] learning_rate: 0.028164 loss_vfl: 0.763206 loss_bbox: 0.238590 loss_dfl: 0.159112 loss: 1.164916 eta: 2 days, 0:18:04 batch_cost: 2.2760 data_cost: 0.0016 ips: 12.3025 images/s [11/18 14:33:10] ppdet.engine INFO: Epoch: [75] [1680/3251] learning_rate: 0.028151 loss_vfl: 0.757661 loss_bbox: 0.277524 loss_dfl: 0.190090 loss: 1.224149 eta: 2 days, 0:17:20 batch_cost: 2.1437 data_cost: 0.0010 ips: 13.0615 images/s [11/18 14:33:56] ppdet.engine INFO: Epoch: [75] [1700/3251] learning_rate: 0.028137 loss_vfl: 0.743241 loss_bbox: 0.248800 loss_dfl: 0.176331 loss: 1.190523 eta: 2 days, 0:16:37 batch_cost: 2.1967 data_cost: 0.0010 ips: 12.7463 images/s [11/18 14:34:42] ppdet.engine INFO: Epoch: [75] [1720/3251] learning_rate: 0.028124 loss_vfl: 0.772331 loss_bbox: 0.253552 loss_dfl: 0.180845 loss: 1.240245 eta: 2 days, 0:15:53 batch_cost: 2.1632 data_cost: 0.0011 ips: 12.9438 images/s [11/18 14:35:29] ppdet.engine INFO: Epoch: [75] [1740/3251] learning_rate: 0.028110 loss_vfl: 0.780046 loss_bbox: 0.281728 loss_dfl: 0.194664 loss: 1.261726 eta: 2 days, 0:15:08 batch_cost: 2.0772 data_cost: 0.0010 ips: 13.4799 images/s [11/18 14:36:15] ppdet.engine INFO: Epoch: [75] [1760/3251] learning_rate: 0.028097 loss_vfl: 0.753780 loss_bbox: 0.279219 loss_dfl: 0.177869 loss: 1.212248 eta: 2 days, 0:14:25 batch_cost: 2.1860 data_cost: 0.0011 ips: 12.8090 images/s [11/18 14:37:03] ppdet.engine INFO: Epoch: [75] [1780/3251] learning_rate: 0.028084 loss_vfl: 0.772643 loss_bbox: 0.248388 loss_dfl: 0.167112 loss: 1.231158 eta: 2 days, 0:13:42 batch_cost: 2.3295 data_cost: 0.0009 ips: 12.0198 images/s [11/18 14:37:51] ppdet.engine INFO: Epoch: [75] [1800/3251] learning_rate: 0.028070 loss_vfl: 0.767152 loss_bbox: 0.267398 loss_dfl: 0.185627 loss: 1.242115 eta: 2 days, 0:12:59 batch_cost: 2.2769 data_cost: 0.0009 ips: 12.2974 images/s [11/18 14:38:38] ppdet.engine INFO: Epoch: [75] [1820/3251] learning_rate: 0.028057 loss_vfl: 0.744040 loss_bbox: 0.224839 loss_dfl: 0.156458 loss: 1.164757 eta: 2 days, 0:12:16 batch_cost: 2.2894 data_cost: 0.0011 ips: 12.2305 images/s [11/18 14:39:27] ppdet.engine INFO: Epoch: [75] [1840/3251] learning_rate: 0.028043 loss_vfl: 0.758828 loss_bbox: 0.294474 loss_dfl: 0.195340 loss: 1.246759 eta: 2 days, 0:11:33 batch_cost: 2.3031 data_cost: 0.0013 ips: 12.1575 images/s [11/18 14:40:13] ppdet.engine INFO: Epoch: [75] [1860/3251] learning_rate: 0.028030 loss_vfl: 0.778265 loss_bbox: 0.276530 loss_dfl: 0.188106 loss: 1.261160 eta: 2 days, 0:10:49 batch_cost: 2.1622 data_cost: 0.0010 ips: 12.9495 images/s [11/18 14:41:02] ppdet.engine INFO: Epoch: [75] [1880/3251] learning_rate: 0.028016 loss_vfl: 0.763656 loss_bbox: 0.272042 loss_dfl: 0.181477 loss: 1.216481 eta: 2 days, 0:10:06 batch_cost: 2.2986 data_cost: 0.0013 ips: 12.1814 images/s [11/18 14:41:50] ppdet.engine INFO: Epoch: [75] [1900/3251] learning_rate: 0.028003 loss_vfl: 0.764914 loss_bbox: 0.271928 loss_dfl: 0.193943 loss: 1.229211 eta: 2 days, 0:09:23 batch_cost: 2.2176 data_cost: 0.0011 ips: 12.6265 images/s [11/18 14:42:37] ppdet.engine INFO: Epoch: [75] [1920/3251] learning_rate: 0.027990 loss_vfl: 0.762151 loss_bbox: 0.289293 loss_dfl: 0.183800 loss: 1.186910 eta: 2 days, 0:08:40 batch_cost: 2.2910 data_cost: 0.0011 ips: 12.2220 images/s [11/18 14:43:25] ppdet.engine INFO: Epoch: [75] [1940/3251] learning_rate: 0.027976 loss_vfl: 0.785511 loss_bbox: 0.282895 loss_dfl: 0.192671 loss: 1.222809 eta: 2 days, 0:07:57 batch_cost: 2.2793 data_cost: 0.0009 ips: 12.2845 images/s [11/18 14:44:12] ppdet.engine INFO: Epoch: [75] [1960/3251] learning_rate: 0.027963 loss_vfl: 0.773239 loss_bbox: 0.299311 loss_dfl: 0.195012 loss: 1.247697 eta: 2 days, 0:07:13 batch_cost: 2.2646 data_cost: 0.0010 ips: 12.3642 images/s [11/18 14:44:58] ppdet.engine INFO: Epoch: [75] [1980/3251] learning_rate: 0.027949 loss_vfl: 0.763914 loss_bbox: 0.270262 loss_dfl: 0.183302 loss: 1.212297 eta: 2 days, 0:06:30 batch_cost: 2.1575 data_cost: 0.0010 ips: 12.9778 images/s [11/18 14:45:47] ppdet.engine INFO: Epoch: [75] [2000/3251] learning_rate: 0.027936 loss_vfl: 0.758230 loss_bbox: 0.251084 loss_dfl: 0.172603 loss: 1.176543 eta: 2 days, 0:05:47 batch_cost: 2.3875 data_cost: 0.0010 ips: 11.7278 images/s [11/18 14:46:35] ppdet.engine INFO: Epoch: [75] [2020/3251] learning_rate: 0.027923 loss_vfl: 0.754468 loss_bbox: 0.265632 loss_dfl: 0.182503 loss: 1.203805 eta: 2 days, 0:05:04 batch_cost: 2.2548 data_cost: 0.0010 ips: 12.4181 images/s [11/18 14:47:20] ppdet.engine INFO: Epoch: [75] [2040/3251] learning_rate: 0.027909 loss_vfl: 0.763290 loss_bbox: 0.245654 loss_dfl: 0.174193 loss: 1.182274 eta: 2 days, 0:04:20 batch_cost: 2.1609 data_cost: 0.0017 ips: 12.9575 images/s [11/18 14:48:07] ppdet.engine INFO: Epoch: [75] [2060/3251] learning_rate: 0.027896 loss_vfl: 0.774205 loss_bbox: 0.232526 loss_dfl: 0.161682 loss: 1.183429 eta: 2 days, 0:03:37 batch_cost: 2.1982 data_cost: 0.0010 ips: 12.7378 images/s [11/18 14:48:54] ppdet.engine INFO: Epoch: [75] [2080/3251] learning_rate: 0.027882 loss_vfl: 0.743061 loss_bbox: 0.228507 loss_dfl: 0.169763 loss: 1.167001 eta: 2 days, 0:02:53 batch_cost: 2.1987 data_cost: 0.0009 ips: 12.7351 images/s [11/18 14:49:40] ppdet.engine INFO: Epoch: [75] [2100/3251] learning_rate: 0.027869 loss_vfl: 0.762862 loss_bbox: 0.236247 loss_dfl: 0.175887 loss: 1.185920 eta: 2 days, 0:02:09 batch_cost: 2.1752 data_cost: 0.0009 ips: 12.8724 images/s [11/18 14:50:26] ppdet.engine INFO: Epoch: [75] [2120/3251] learning_rate: 0.027856 loss_vfl: 0.781302 loss_bbox: 0.277317 loss_dfl: 0.189497 loss: 1.231192 eta: 2 days, 0:01:25 batch_cost: 2.1569 data_cost: 0.0010 ips: 12.9815 images/s [11/18 14:51:11] ppdet.engine INFO: Epoch: [75] [2140/3251] learning_rate: 0.027842 loss_vfl: 0.752245 loss_bbox: 0.265661 loss_dfl: 0.187126 loss: 1.181880 eta: 2 days, 0:00:41 batch_cost: 2.1165 data_cost: 0.0009 ips: 13.2296 images/s [11/18 14:51:58] ppdet.engine INFO: Epoch: [75] [2160/3251] learning_rate: 0.027829 loss_vfl: 0.756198 loss_bbox: 0.295151 loss_dfl: 0.198715 loss: 1.211637 eta: 1 day, 23:59:58 batch_cost: 2.2496 data_cost: 0.0009 ips: 12.4466 images/s [11/18 14:52:47] ppdet.engine INFO: Epoch: [75] [2180/3251] learning_rate: 0.027816 loss_vfl: 0.766780 loss_bbox: 0.248960 loss_dfl: 0.171755 loss: 1.191882 eta: 1 day, 23:59:15 batch_cost: 2.2329 data_cost: 0.0012 ips: 12.5395 images/s [11/18 14:53:36] ppdet.engine INFO: Epoch: [75] [2200/3251] learning_rate: 0.027802 loss_vfl: 0.761897 loss_bbox: 0.270549 loss_dfl: 0.193985 loss: 1.225447 eta: 1 day, 23:58:32 batch_cost: 2.3093 data_cost: 0.0014 ips: 12.1248 images/s [11/18 14:54:22] ppdet.engine INFO: Epoch: [75] [2220/3251] learning_rate: 0.027789 loss_vfl: 0.751909 loss_bbox: 0.251114 loss_dfl: 0.170399 loss: 1.198077 eta: 1 day, 23:57:48 batch_cost: 2.1127 data_cost: 0.0010 ips: 13.2529 images/s [11/18 14:55:07] ppdet.engine INFO: Epoch: [75] [2240/3251] learning_rate: 0.027775 loss_vfl: 0.748889 loss_bbox: 0.279995 loss_dfl: 0.188587 loss: 1.217920 eta: 1 day, 23:57:03 batch_cost: 2.0982 data_cost: 0.0015 ips: 13.3448 images/s [11/18 14:55:56] ppdet.engine INFO: Epoch: [75] [2260/3251] learning_rate: 0.027762 loss_vfl: 0.773420 loss_bbox: 0.256238 loss_dfl: 0.192509 loss: 1.200290 eta: 1 day, 23:56:21 batch_cost: 2.3077 data_cost: 0.0011 ips: 12.1331 images/s [11/18 14:56:44] ppdet.engine INFO: Epoch: [75] [2280/3251] learning_rate: 0.027749 loss_vfl: 0.766313 loss_bbox: 0.254565 loss_dfl: 0.172425 loss: 1.200711 eta: 1 day, 23:55:37 batch_cost: 2.1933 data_cost: 0.0009 ips: 12.7662 images/s [11/18 14:57:32] ppdet.engine INFO: Epoch: [75] [2300/3251] learning_rate: 0.027735 loss_vfl: 0.754280 loss_bbox: 0.235974 loss_dfl: 0.169355 loss: 1.173366 eta: 1 day, 23:54:54 batch_cost: 2.2781 data_cost: 0.0010 ips: 12.2909 images/s [11/18 14:58:19] ppdet.engine INFO: Epoch: [75] [2320/3251] learning_rate: 0.027722 loss_vfl: 0.745922 loss_bbox: 0.258144 loss_dfl: 0.185459 loss: 1.201285 eta: 1 day, 23:54:11 batch_cost: 2.2500 data_cost: 0.0009 ips: 12.4446 images/s [11/18 14:59:04] ppdet.engine INFO: Epoch: [75] [2340/3251] learning_rate: 0.027709 loss_vfl: 0.754893 loss_bbox: 0.260622 loss_dfl: 0.185154 loss: 1.236044 eta: 1 day, 23:53:26 batch_cost: 2.1088 data_cost: 0.0013 ips: 13.2780 images/s [11/18 14:59:51] ppdet.engine INFO: Epoch: [75] [2360/3251] learning_rate: 0.027695 loss_vfl: 0.749712 loss_bbox: 0.252965 loss_dfl: 0.171713 loss: 1.166232 eta: 1 day, 23:52:43 batch_cost: 2.2190 data_cost: 0.0012 ips: 12.6182 images/s [11/18 15:00:37] ppdet.engine INFO: Epoch: [75] [2380/3251] learning_rate: 0.027682 loss_vfl: 0.798900 loss_bbox: 0.246669 loss_dfl: 0.174078 loss: 1.219477 eta: 1 day, 23:51:59 batch_cost: 2.1642 data_cost: 0.0118 ips: 12.9378 images/s [11/18 15:01:25] ppdet.engine INFO: Epoch: [75] [2400/3251] learning_rate: 0.027669 loss_vfl: 0.754919 loss_bbox: 0.263807 loss_dfl: 0.179036 loss: 1.203062 eta: 1 day, 23:51:16 batch_cost: 2.2477 data_cost: 0.0010 ips: 12.4573 images/s [11/18 15:02:11] ppdet.engine INFO: Epoch: [75] [2420/3251] learning_rate: 0.027655 loss_vfl: 0.779852 loss_bbox: 0.240068 loss_dfl: 0.157240 loss: 1.185128 eta: 1 day, 23:50:32 batch_cost: 2.2294 data_cost: 0.0009 ips: 12.5595 images/s [11/18 15:02:59] ppdet.engine INFO: Epoch: [75] [2440/3251] learning_rate: 0.027642 loss_vfl: 0.768083 loss_bbox: 0.262297 loss_dfl: 0.169910 loss: 1.180049 eta: 1 day, 23:49:49 batch_cost: 2.2222 data_cost: 0.0016 ips: 12.6001 images/s [11/18 15:03:47] ppdet.engine INFO: Epoch: [75] [2460/3251] learning_rate: 0.027629 loss_vfl: 0.762082 loss_bbox: 0.246608 loss_dfl: 0.170143 loss: 1.199986 eta: 1 day, 23:49:06 batch_cost: 2.3164 data_cost: 0.0017 ips: 12.0878 images/s [11/18 15:04:33] ppdet.engine INFO: Epoch: [75] [2480/3251] learning_rate: 0.027615 loss_vfl: 0.772408 loss_bbox: 0.216644 loss_dfl: 0.157602 loss: 1.133957 eta: 1 day, 23:48:22 batch_cost: 2.1400 data_cost: 0.0010 ips: 13.0842 images/s [11/18 15:05:21] ppdet.engine INFO: Epoch: [75] [2500/3251] learning_rate: 0.027602 loss_vfl: 0.769088 loss_bbox: 0.265415 loss_dfl: 0.180596 loss: 1.225228 eta: 1 day, 23:47:39 batch_cost: 2.3078 data_cost: 0.0011 ips: 12.1330 images/s [11/18 15:06:06] ppdet.engine INFO: Epoch: [75] [2520/3251] learning_rate: 0.027589 loss_vfl: 0.774718 loss_bbox: 0.268301 loss_dfl: 0.186673 loss: 1.251934 eta: 1 day, 23:46:55 batch_cost: 2.0860 data_cost: 0.0010 ips: 13.4230 images/s [11/18 15:06:50] ppdet.engine INFO: Epoch: [75] [2540/3251] learning_rate: 0.027575 loss_vfl: 0.768751 loss_bbox: 0.257102 loss_dfl: 0.178933 loss: 1.205650 eta: 1 day, 23:46:11 batch_cost: 2.1051 data_cost: 0.0017 ips: 13.3013 images/s [11/18 15:07:37] ppdet.engine INFO: Epoch: [75] [2560/3251] learning_rate: 0.027562 loss_vfl: 0.770632 loss_bbox: 0.253102 loss_dfl: 0.182549 loss: 1.235037 eta: 1 day, 23:45:27 batch_cost: 2.2102 data_cost: 0.0014 ips: 12.6686 images/s [11/18 15:08:23] ppdet.engine INFO: Epoch: [75] [2580/3251] learning_rate: 0.027549 loss_vfl: 0.767046 loss_bbox: 0.246648 loss_dfl: 0.173052 loss: 1.208266 eta: 1 day, 23:44:43 batch_cost: 2.1308 data_cost: 0.0013 ips: 13.1406 images/s [11/18 15:09:09] ppdet.engine INFO: Epoch: [75] [2600/3251] learning_rate: 0.027535 loss_vfl: 0.754246 loss_bbox: 0.246329 loss_dfl: 0.170206 loss: 1.222306 eta: 1 day, 23:43:59 batch_cost: 2.1497 data_cost: 0.0010 ips: 13.0254 images/s [11/18 15:09:56] ppdet.engine INFO: Epoch: [75] [2620/3251] learning_rate: 0.027522 loss_vfl: 0.765802 loss_bbox: 0.270586 loss_dfl: 0.188288 loss: 1.224528 eta: 1 day, 23:43:16 batch_cost: 2.2473 data_cost: 0.0009 ips: 12.4592 images/s [11/18 15:10:41] ppdet.engine INFO: Epoch: [75] [2640/3251] learning_rate: 0.027509 loss_vfl: 0.751137 loss_bbox: 0.246698 loss_dfl: 0.171542 loss: 1.191793 eta: 1 day, 23:42:32 batch_cost: 2.1258 data_cost: 0.0012 ips: 13.1713 images/s [11/18 15:11:27] ppdet.engine INFO: Epoch: [75] [2660/3251] learning_rate: 0.027495 loss_vfl: 0.764427 loss_bbox: 0.250563 loss_dfl: 0.175974 loss: 1.200437 eta: 1 day, 23:41:48 batch_cost: 2.2087 data_cost: 0.0010 ips: 12.6770 images/s [11/18 15:12:15] ppdet.engine INFO: Epoch: [75] [2680/3251] learning_rate: 0.027482 loss_vfl: 0.731335 loss_bbox: 0.249715 loss_dfl: 0.172026 loss: 1.161074 eta: 1 day, 23:41:05 batch_cost: 2.2447 data_cost: 0.0010 ips: 12.4739 images/s [11/18 15:13:01] ppdet.engine INFO: Epoch: [75] [2700/3251] learning_rate: 0.027469 loss_vfl: 0.773189 loss_bbox: 0.269838 loss_dfl: 0.184915 loss: 1.226765 eta: 1 day, 23:40:21 batch_cost: 2.1657 data_cost: 0.0010 ips: 12.9286 images/s [11/18 15:13:49] ppdet.engine INFO: Epoch: [75] [2720/3251] learning_rate: 0.027455 loss_vfl: 0.759061 loss_bbox: 0.241489 loss_dfl: 0.166745 loss: 1.187792 eta: 1 day, 23:39:38 batch_cost: 2.2071 data_cost: 0.0012 ips: 12.6862 images/s [11/18 15:14:36] ppdet.engine INFO: Epoch: [75] [2740/3251] learning_rate: 0.027442 loss_vfl: 0.749448 loss_bbox: 0.259260 loss_dfl: 0.175665 loss: 1.196113 eta: 1 day, 23:38:55 batch_cost: 2.2435 data_cost: 0.0010 ips: 12.4804 images/s [11/18 15:15:24] ppdet.engine INFO: Epoch: [75] [2760/3251] learning_rate: 0.027429 loss_vfl: 0.744271 loss_bbox: 0.215242 loss_dfl: 0.159547 loss: 1.100417 eta: 1 day, 23:38:12 batch_cost: 2.2843 data_cost: 0.0010 ips: 12.2577 images/s [11/18 15:16:10] ppdet.engine INFO: Epoch: [75] [2780/3251] learning_rate: 0.027415 loss_vfl: 0.763868 loss_bbox: 0.237129 loss_dfl: 0.171364 loss: 1.181109 eta: 1 day, 23:37:28 batch_cost: 2.1461 data_cost: 0.0013 ips: 13.0471 images/s [11/18 15:16:55] ppdet.engine INFO: Epoch: [75] [2800/3251] learning_rate: 0.027402 loss_vfl: 0.770043 loss_bbox: 0.232777 loss_dfl: 0.167452 loss: 1.189769 eta: 1 day, 23:36:44 batch_cost: 2.1646 data_cost: 0.0010 ips: 12.9356 images/s [11/18 15:17:41] ppdet.engine INFO: Epoch: [75] [2820/3251] learning_rate: 0.027389 loss_vfl: 0.766447 loss_bbox: 0.281837 loss_dfl: 0.181784 loss: 1.209542 eta: 1 day, 23:36:00 batch_cost: 2.0992 data_cost: 0.0009 ips: 13.3383 images/s [11/18 15:18:29] ppdet.engine INFO: Epoch: [75] [2840/3251] learning_rate: 0.027376 loss_vfl: 0.754130 loss_bbox: 0.266508 loss_dfl: 0.185220 loss: 1.197547 eta: 1 day, 23:35:16 batch_cost: 2.1839 data_cost: 0.0011 ips: 12.8209 images/s [11/18 15:19:16] ppdet.engine INFO: Epoch: [75] [2860/3251] learning_rate: 0.027362 loss_vfl: 0.769155 loss_bbox: 0.256095 loss_dfl: 0.178089 loss: 1.200789 eta: 1 day, 23:34:33 batch_cost: 2.2700 data_cost: 0.0123 ips: 12.3348 images/s [11/18 15:20:03] ppdet.engine INFO: Epoch: [75] [2880/3251] learning_rate: 0.027349 loss_vfl: 0.751330 loss_bbox: 0.238776 loss_dfl: 0.177706 loss: 1.199686 eta: 1 day, 23:33:49 batch_cost: 2.2377 data_cost: 0.0010 ips: 12.5129 images/s [11/18 15:20:49] ppdet.engine INFO: Epoch: [75] [2900/3251] learning_rate: 0.027336 loss_vfl: 0.760418 loss_bbox: 0.272351 loss_dfl: 0.185395 loss: 1.208283 eta: 1 day, 23:33:06 batch_cost: 2.1812 data_cost: 0.0010 ips: 12.8372 images/s [11/18 15:21:37] ppdet.engine INFO: Epoch: [75] [2920/3251] learning_rate: 0.027322 loss_vfl: 0.765182 loss_bbox: 0.268598 loss_dfl: 0.171897 loss: 1.202003 eta: 1 day, 23:32:23 batch_cost: 2.2989 data_cost: 0.0009 ips: 12.1795 images/s [11/18 15:22:27] ppdet.engine INFO: Epoch: [75] [2940/3251] learning_rate: 0.027309 loss_vfl: 0.763735 loss_bbox: 0.242042 loss_dfl: 0.162834 loss: 1.179032 eta: 1 day, 23:31:40 batch_cost: 2.3499 data_cost: 0.0013 ips: 11.9153 images/s [11/18 15:23:15] ppdet.engine INFO: Epoch: [75] [2960/3251] learning_rate: 0.027296 loss_vfl: 0.752435 loss_bbox: 0.230607 loss_dfl: 0.165571 loss: 1.145623 eta: 1 day, 23:30:57 batch_cost: 2.2507 data_cost: 0.0010 ips: 12.4403 images/s [11/18 15:24:02] ppdet.engine INFO: Epoch: [75] [2980/3251] learning_rate: 0.027283 loss_vfl: 0.754992 loss_bbox: 0.282887 loss_dfl: 0.185661 loss: 1.231473 eta: 1 day, 23:30:13 batch_cost: 2.2338 data_cost: 0.0010 ips: 12.5349 images/s [11/18 15:24:51] ppdet.engine INFO: Epoch: [75] [3000/3251] learning_rate: 0.027269 loss_vfl: 0.751369 loss_bbox: 0.292832 loss_dfl: 0.197413 loss: 1.244971 eta: 1 day, 23:29:31 batch_cost: 2.3255 data_cost: 0.0015 ips: 12.0404 images/s [11/18 15:25:38] ppdet.engine INFO: Epoch: [75] [3020/3251] learning_rate: 0.027256 loss_vfl: 0.769492 loss_bbox: 0.266727 loss_dfl: 0.178579 loss: 1.215545 eta: 1 day, 23:28:47 batch_cost: 2.2009 data_cost: 0.0010 ips: 12.7221 images/s [11/18 15:26:26] ppdet.engine INFO: Epoch: [75] [3040/3251] learning_rate: 0.027243 loss_vfl: 0.757161 loss_bbox: 0.270170 loss_dfl: 0.179297 loss: 1.187125 eta: 1 day, 23:28:04 batch_cost: 2.2504 data_cost: 0.0009 ips: 12.4423 images/s [11/18 15:27:12] ppdet.engine INFO: Epoch: [75] [3060/3251] learning_rate: 0.027230 loss_vfl: 0.781017 loss_bbox: 0.291411 loss_dfl: 0.205530 loss: 1.280080 eta: 1 day, 23:27:20 batch_cost: 2.1711 data_cost: 0.0012 ips: 12.8968 images/s [11/18 15:27:58] ppdet.engine INFO: Epoch: [75] [3080/3251] learning_rate: 0.027216 loss_vfl: 0.745803 loss_bbox: 0.281318 loss_dfl: 0.191607 loss: 1.211738 eta: 1 day, 23:26:36 batch_cost: 2.1649 data_cost: 0.0010 ips: 12.9336 images/s [11/18 15:28:45] ppdet.engine INFO: Epoch: [75] [3100/3251] learning_rate: 0.027203 loss_vfl: 0.767014 loss_bbox: 0.301235 loss_dfl: 0.195049 loss: 1.298838 eta: 1 day, 23:25:53 batch_cost: 2.2011 data_cost: 0.0009 ips: 12.7210 images/s [11/18 15:29:32] ppdet.engine INFO: Epoch: [75] [3120/3251] learning_rate: 0.027190 loss_vfl: 0.778036 loss_bbox: 0.269135 loss_dfl: 0.172326 loss: 1.200807 eta: 1 day, 23:25:09 batch_cost: 2.2373 data_cost: 0.0009 ips: 12.5148 images/s [11/18 15:30:19] ppdet.engine INFO: Epoch: [75] [3140/3251] learning_rate: 0.027177 loss_vfl: 0.756114 loss_bbox: 0.284226 loss_dfl: 0.187957 loss: 1.246317 eta: 1 day, 23:24:26 batch_cost: 2.2091 data_cost: 0.0009 ips: 12.6749 images/s [11/18 15:31:03] ppdet.engine INFO: Epoch: [75] [3160/3251] learning_rate: 0.027163 loss_vfl: 0.772844 loss_bbox: 0.263709 loss_dfl: 0.180509 loss: 1.219019 eta: 1 day, 23:23:42 batch_cost: 2.1350 data_cost: 0.0009 ips: 13.1149 images/s [11/18 15:31:51] ppdet.engine INFO: Epoch: [75] [3180/3251] learning_rate: 0.027150 loss_vfl: 0.749852 loss_bbox: 0.264670 loss_dfl: 0.179317 loss: 1.190398 eta: 1 day, 23:22:58 batch_cost: 2.2038 data_cost: 0.0010 ips: 12.7053 images/s [11/18 15:32:38] ppdet.engine INFO: Epoch: [75] [3200/3251] learning_rate: 0.027137 loss_vfl: 0.783941 loss_bbox: 0.272385 loss_dfl: 0.185764 loss: 1.229891 eta: 1 day, 23:22:15 batch_cost: 2.2164 data_cost: 0.0010 ips: 12.6331 images/s [11/18 15:33:24] ppdet.engine INFO: Epoch: [75] [3220/3251] learning_rate: 0.027124 loss_vfl: 0.747473 loss_bbox: 0.236701 loss_dfl: 0.162167 loss: 1.161525 eta: 1 day, 23:21:31 batch_cost: 2.1242 data_cost: 0.0010 ips: 13.1813 images/s [11/18 15:34:12] ppdet.engine INFO: Epoch: [75] [3240/3251] learning_rate: 0.027110 loss_vfl: 0.758570 loss_bbox: 0.272878 loss_dfl: 0.189014 loss: 1.242299 eta: 1 day, 23:20:47 batch_cost: 2.1995 data_cost: 0.0015 ips: 12.7302 images/s [11/18 15:34:31] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_lcnet_2_5x_640_mainbody [11/18 15:34:31] ppdet.engine INFO: Eval iter: 0 [11/18 15:35:20] ppdet.engine INFO: Eval iter: 100 [11/18 15:35:48] ppdet.engine INFO: Eval iter: 200 [11/18 15:36:16] ppdet.engine INFO: Eval iter: 300 [11/18 15:36:45] ppdet.engine INFO: Eval iter: 400 [11/18 15:37:12] ppdet.engine INFO: Eval iter: 500 [11/18 15:37:40] ppdet.engine INFO: Eval iter: 600 [11/18 15:38:06] ppdet.engine INFO: Eval iter: 700 [11/18 15:38:33] ppdet.engine INFO: Eval iter: 800 [11/18 15:39:01] ppdet.engine INFO: Eval iter: 900 [11/18 15:39:28] ppdet.engine INFO: Eval iter: 1000 [11/18 15:39:55] ppdet.engine INFO: Eval iter: 1100 [11/18 15:40:21] ppdet.engine INFO: Eval iter: 1200 [11/18 15:40:48] ppdet.engine INFO: Eval iter: 1300 [11/18 15:41:16] ppdet.engine INFO: Eval iter: 1400 [11/18 15:41:45] ppdet.engine INFO: Eval iter: 1500 [11/18 15:42:11] ppdet.engine INFO: Eval iter: 1600 [11/18 15:42:38] ppdet.engine INFO: Eval iter: 1700 [11/18 15:43:04] ppdet.engine INFO: Eval iter: 1800 [11/18 15:43:32] ppdet.engine INFO: Eval iter: 1900 [11/18 15:43:59] ppdet.engine INFO: Eval iter: 2000 [11/18 15:44:26] ppdet.engine INFO: Eval iter: 2100 [11/18 15:44:53] ppdet.engine INFO: Eval iter: 2200 [11/18 15:45:21] ppdet.engine INFO: Eval iter: 2300 [11/18 15:46:19] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json. loading annotations into memory... Done (t=1.20s) creating index... index created! [11/18 15:46:20] ppdet.metrics.coco_utils INFO: Start evaluate... Loading and preparing results... DONE (t=17.32s) creating index... index created! Running per image evaluation... Evaluate annotation type *bbox* DONE (t=378.33s). Accumulating evaluation results... DONE (t=28.64s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.402 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.599 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.428 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.233 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.467 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.516 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.084 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.400 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.610 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.373 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.636 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.764 [11/18 15:53:28] ppdet.engine INFO: Total sample number: 19074, averge FPS: 28.26945773588982 [11/18 15:53:28] ppdet.engine INFO: Best test bbox ap is 0.415. [11/18 15:53:30] ppdet.engine INFO: Epoch: [76] [ 0/3251] learning_rate: 0.027103 loss_vfl: 0.758715 loss_bbox: 0.268020 loss_dfl: 0.185576 loss: 1.247265 eta: 1 day, 23:20:19 batch_cost: 1.3677 data_cost: 0.0013 ips: 20.4726 images/s [11/18 15:54:19] ppdet.engine INFO: Epoch: [76] [ 20/3251] learning_rate: 0.027090 loss_vfl: 0.755073 loss_bbox: 0.258656 loss_dfl: 0.183053 loss: 1.209976 eta: 1 day, 23:19:36 batch_cost: 2.3608 data_cost: 0.0011 ips: 11.8602 images/s [11/18 15:55:06] ppdet.engine INFO: Epoch: [76] [ 40/3251] learning_rate: 0.027077 loss_vfl: 0.744701 loss_bbox: 0.286367 loss_dfl: 0.184960 loss: 1.222233 eta: 1 day, 23:18:52 batch_cost: 2.1801 data_cost: 0.0009 ips: 12.8433 images/s [11/18 15:55:55] ppdet.engine INFO: Epoch: [76] [ 60/3251] learning_rate: 0.027063 loss_vfl: 0.757493 loss_bbox: 0.235217 loss_dfl: 0.161345 loss: 1.150986 eta: 1 day, 23:18:10 batch_cost: 2.3671 data_cost: 0.0015 ips: 11.8287 images/s [11/18 15:56:44] ppdet.engine INFO: Epoch: [76] [ 80/3251] learning_rate: 0.027050 loss_vfl: 0.747729 loss_bbox: 0.250987 loss_dfl: 0.178970 loss: 1.169495 eta: 1 day, 23:17:27 batch_cost: 2.3310 data_cost: 0.0010 ips: 12.0118 images/s [11/18 15:57:32] ppdet.engine INFO: Epoch: [76] [ 100/3251] learning_rate: 0.027037 loss_vfl: 0.756549 loss_bbox: 0.297871 loss_dfl: 0.202957 loss: 1.269745 eta: 1 day, 23:16:44 batch_cost: 2.2123 data_cost: 0.0010 ips: 12.6564 images/s [11/18 15:58:19] ppdet.engine INFO: Epoch: [76] [ 120/3251] learning_rate: 0.027024 loss_vfl: 0.781294 loss_bbox: 0.258532 loss_dfl: 0.179588 loss: 1.232179 eta: 1 day, 23:16:00 batch_cost: 2.2338 data_cost: 0.0009 ips: 12.5349 images/s [11/18 15:59:07] ppdet.engine INFO: Epoch: [76] [ 140/3251] learning_rate: 0.027011 loss_vfl: 0.763115 loss_bbox: 0.269056 loss_dfl: 0.182172 loss: 1.228400 eta: 1 day, 23:15:17 batch_cost: 2.2398 data_cost: 0.0012 ips: 12.5009 images/s [11/18 15:59:54] ppdet.engine INFO: Epoch: [76] [ 160/3251] learning_rate: 0.026997 loss_vfl: 0.750939 loss_bbox: 0.259139 loss_dfl: 0.181980 loss: 1.207048 eta: 1 day, 23:14:34 batch_cost: 2.2338 data_cost: 0.0010 ips: 12.5345 images/s [11/18 16:00:42] ppdet.engine INFO: Epoch: [76] [ 180/3251] learning_rate: 0.026984 loss_vfl: 0.758389 loss_bbox: 0.270860 loss_dfl: 0.187544 loss: 1.225872 eta: 1 day, 23:13:50 batch_cost: 2.2096 data_cost: 0.0009 ips: 12.6720 images/s [11/18 16:01:31] ppdet.engine INFO: Epoch: [76] [ 200/3251] learning_rate: 0.026971 loss_vfl: 0.757413 loss_bbox: 0.260410 loss_dfl: 0.174867 loss: 1.172997 eta: 1 day, 23:13:07 batch_cost: 2.3024 data_cost: 0.0009 ips: 12.1613 images/s [11/18 16:02:18] ppdet.engine INFO: Epoch: [76] [ 220/3251] learning_rate: 0.026958 loss_vfl: 0.764722 loss_bbox: 0.279515 loss_dfl: 0.189826 loss: 1.203588 eta: 1 day, 23:12:24 batch_cost: 2.2387 data_cost: 0.0011 ips: 12.5071 images/s [11/18 16:03:07] ppdet.engine INFO: Epoch: [76] [ 240/3251] learning_rate: 0.026945 loss_vfl: 0.754730 loss_bbox: 0.232292 loss_dfl: 0.179300 loss: 1.158131 eta: 1 day, 23:11:41 batch_cost: 2.3215 data_cost: 0.0009 ips: 12.0614 images/s [11/18 16:03:53] ppdet.engine INFO: Epoch: [76] [ 260/3251] learning_rate: 0.026931 loss_vfl: 0.761229 loss_bbox: 0.246719 loss_dfl: 0.174272 loss: 1.178699 eta: 1 day, 23:10:57 batch_cost: 2.2227 data_cost: 0.0011 ips: 12.5974 images/s [11/18 16:04:39] ppdet.engine INFO: Epoch: [76] [ 280/3251] learning_rate: 0.026918 loss_vfl: 0.758256 loss_bbox: 0.256054 loss_dfl: 0.176330 loss: 1.192758 eta: 1 day, 23:10:14 batch_cost: 2.2145 data_cost: 0.0012 ips: 12.6438 images/s [11/18 16:05:27] ppdet.engine INFO: Epoch: [76] [ 300/3251] learning_rate: 0.026905 loss_vfl: 0.751230 loss_bbox: 0.270246 loss_dfl: 0.173076 loss: 1.220842 eta: 1 day, 23:09:31 batch_cost: 2.2447 data_cost: 0.0012 ips: 12.4736 images/s [11/18 16:06:11] ppdet.engine INFO: Epoch: [76] [ 320/3251] learning_rate: 0.026892 loss_vfl: 0.734510 loss_bbox: 0.280765 loss_dfl: 0.192541 loss: 1.186917 eta: 1 day, 23:08:47 batch_cost: 2.1132 data_cost: 0.0012 ips: 13.2503 images/s [11/18 16:07:01] ppdet.engine INFO: Epoch: [76] [ 340/3251] learning_rate: 0.026879 loss_vfl: 0.783030 loss_bbox: 0.242630 loss_dfl: 0.163801 loss: 1.185438 eta: 1 day, 23:08:04 batch_cost: 2.2898 data_cost: 0.0011 ips: 12.2281 images/s [11/18 16:07:45] ppdet.engine INFO: Epoch: [76] [ 360/3251] learning_rate: 0.026865 loss_vfl: 0.752860 loss_bbox: 0.258239 loss_dfl: 0.169122 loss: 1.192009 eta: 1 day, 23:07:19 batch_cost: 2.0058 data_cost: 0.0009 ips: 13.9593 images/s [11/18 16:08:32] ppdet.engine INFO: Epoch: [76] [ 380/3251] learning_rate: 0.026852 loss_vfl: 0.752947 loss_bbox: 0.274108 loss_dfl: 0.179958 loss: 1.233386 eta: 1 day, 23:06:35 batch_cost: 2.1697 data_cost: 0.0137 ips: 12.9052 images/s [11/18 16:09:19] ppdet.engine INFO: Epoch: [76] [ 400/3251] learning_rate: 0.026839 loss_vfl: 0.762966 loss_bbox: 0.277831 loss_dfl: 0.189808 loss: 1.238369 eta: 1 day, 23:05:52 batch_cost: 2.2964 data_cost: 0.0010 ips: 12.1932 images/s [11/18 16:10:08] ppdet.engine INFO: Epoch: [76] [ 420/3251] learning_rate: 0.026826 loss_vfl: 0.760725 loss_bbox: 0.275964 loss_dfl: 0.179479 loss: 1.222114 eta: 1 day, 23:05:09 batch_cost: 2.2942 data_cost: 0.0009 ips: 12.2046 images/s [11/18 16:10:55] ppdet.engine INFO: Epoch: [76] [ 440/3251] learning_rate: 0.026813 loss_vfl: 0.753339 loss_bbox: 0.269430 loss_dfl: 0.190710 loss: 1.210833 eta: 1 day, 23:04:26 batch_cost: 2.2385 data_cost: 0.0016 ips: 12.5083 images/s [11/18 16:11:40] ppdet.engine INFO: Epoch: [76] [ 460/3251] learning_rate: 0.026800 loss_vfl: 0.743640 loss_bbox: 0.263462 loss_dfl: 0.179847 loss: 1.192308 eta: 1 day, 23:03:42 batch_cost: 2.1552 data_cost: 0.0010 ips: 12.9919 images/s [11/18 16:12:27] ppdet.engine INFO: Epoch: [76] [ 480/3251] learning_rate: 0.026786 loss_vfl: 0.758026 loss_bbox: 0.263351 loss_dfl: 0.189607 loss: 1.229347 eta: 1 day, 23:02:58 batch_cost: 2.1153 data_cost: 0.0012 ips: 13.2370 images/s [11/18 16:13:13] ppdet.engine INFO: Epoch: [76] [ 500/3251] learning_rate: 0.026773 loss_vfl: 0.763529 loss_bbox: 0.247716 loss_dfl: 0.177050 loss: 1.177051 eta: 1 day, 23:02:14 batch_cost: 2.1818 data_cost: 0.0009 ips: 12.8332 images/s [11/18 16:14:01] ppdet.engine INFO: Epoch: [76] [ 520/3251] learning_rate: 0.026760 loss_vfl: 0.741573 loss_bbox: 0.226736 loss_dfl: 0.167685 loss: 1.139853 eta: 1 day, 23:01:31 batch_cost: 2.2619 data_cost: 0.0010 ips: 12.3791 images/s [11/18 16:14:48] ppdet.engine INFO: Epoch: [76] [ 540/3251] learning_rate: 0.026747 loss_vfl: 0.753400 loss_bbox: 0.270988 loss_dfl: 0.188351 loss: 1.196798 eta: 1 day, 23:00:47 batch_cost: 2.1739 data_cost: 0.0011 ips: 12.8799 images/s [11/18 16:15:35] ppdet.engine INFO: Epoch: [76] [ 560/3251] learning_rate: 0.026734 loss_vfl: 0.762039 loss_bbox: 0.273512 loss_dfl: 0.180673 loss: 1.242803 eta: 1 day, 23:00:04 batch_cost: 2.2250 data_cost: 0.0014 ips: 12.5844 images/s [11/18 16:16:21] ppdet.engine INFO: Epoch: [76] [ 580/3251] learning_rate: 0.026721 loss_vfl: 0.755801 loss_bbox: 0.236334 loss_dfl: 0.187304 loss: 1.165227 eta: 1 day, 22:59:20 batch_cost: 2.1947 data_cost: 0.0010 ips: 12.7580 images/s [11/18 16:17:08] ppdet.engine INFO: Epoch: [76] [ 600/3251] learning_rate: 0.026707 loss_vfl: 0.758549 loss_bbox: 0.262868 loss_dfl: 0.183610 loss: 1.204310 eta: 1 day, 22:58:37 batch_cost: 2.2467 data_cost: 0.0010 ips: 12.4627 images/s [11/18 16:17:57] ppdet.engine INFO: Epoch: [76] [ 620/3251] learning_rate: 0.026694 loss_vfl: 0.755060 loss_bbox: 0.286647 loss_dfl: 0.189277 loss: 1.249259 eta: 1 day, 22:57:54 batch_cost: 2.3181 data_cost: 0.0010 ips: 12.0789 images/s [11/18 16:18:41] ppdet.engine INFO: Epoch: [76] [ 640/3251] learning_rate: 0.026681 loss_vfl: 0.745781 loss_bbox: 0.243018 loss_dfl: 0.167540 loss: 1.186379 eta: 1 day, 22:57:09 batch_cost: 2.0728 data_cost: 0.0010 ips: 13.5082 images/s [11/18 16:19:30] ppdet.engine INFO: Epoch: [76] [ 660/3251] learning_rate: 0.026668 loss_vfl: 0.755289 loss_bbox: 0.256636 loss_dfl: 0.183764 loss: 1.194780 eta: 1 day, 22:56:26 batch_cost: 2.2726 data_cost: 0.0010 ips: 12.3206 images/s [11/18 16:20:14] ppdet.engine INFO: Epoch: [76] [ 680/3251] learning_rate: 0.026655 loss_vfl: 0.749864 loss_bbox: 0.267644 loss_dfl: 0.181522 loss: 1.219560 eta: 1 day, 22:55:42 batch_cost: 2.1375 data_cost: 0.0010 ips: 13.0993 images/s [11/18 16:21:02] ppdet.engine INFO: Epoch: [76] [ 700/3251] learning_rate: 0.026642 loss_vfl: 0.759131 loss_bbox: 0.268585 loss_dfl: 0.182299 loss: 1.198994 eta: 1 day, 22:54:59 batch_cost: 2.2632 data_cost: 0.0010 ips: 12.3718 images/s [11/18 16:21:48] ppdet.engine INFO: Epoch: [76] [ 720/3251] learning_rate: 0.026629 loss_vfl: 0.765595 loss_bbox: 0.270389 loss_dfl: 0.188679 loss: 1.243984 eta: 1 day, 22:54:15 batch_cost: 2.1268 data_cost: 0.0010 ips: 13.1656 images/s [11/18 16:22:36] ppdet.engine INFO: Epoch: [76] [ 740/3251] learning_rate: 0.026615 loss_vfl: 0.775562 loss_bbox: 0.234871 loss_dfl: 0.159338 loss: 1.175318 eta: 1 day, 22:53:32 batch_cost: 2.2994 data_cost: 0.0010 ips: 12.1773 images/s [11/18 16:23:22] ppdet.engine INFO: Epoch: [76] [ 760/3251] learning_rate: 0.026602 loss_vfl: 0.772239 loss_bbox: 0.272737 loss_dfl: 0.188365 loss: 1.257905 eta: 1 day, 22:52:48 batch_cost: 2.1961 data_cost: 0.0011 ips: 12.7497 images/s [11/18 16:24:10] ppdet.engine INFO: Epoch: [76] [ 780/3251] learning_rate: 0.026589 loss_vfl: 0.741051 loss_bbox: 0.246925 loss_dfl: 0.171467 loss: 1.168683 eta: 1 day, 22:52:05 batch_cost: 2.2969 data_cost: 0.0010 ips: 12.1906 images/s [11/18 16:24:55] ppdet.engine INFO: Epoch: [76] [ 800/3251] learning_rate: 0.026576 loss_vfl: 0.737524 loss_bbox: 0.258705 loss_dfl: 0.167574 loss: 1.169141 eta: 1 day, 22:51:22 batch_cost: 2.1521 data_cost: 0.0010 ips: 13.0108 images/s [11/18 16:25:44] ppdet.engine INFO: Epoch: [76] [ 820/3251] learning_rate: 0.026563 loss_vfl: 0.758560 loss_bbox: 0.281334 loss_dfl: 0.187837 loss: 1.200987 eta: 1 day, 22:50:39 batch_cost: 2.3163 data_cost: 0.0009 ips: 12.0881 images/s [11/18 16:26:30] ppdet.engine INFO: Epoch: [76] [ 840/3251] learning_rate: 0.026550 loss_vfl: 0.753791 loss_bbox: 0.244479 loss_dfl: 0.185927 loss: 1.177648 eta: 1 day, 22:49:55 batch_cost: 2.1850 data_cost: 0.0009 ips: 12.8148 images/s [11/18 16:27:17] ppdet.engine INFO: Epoch: [76] [ 860/3251] learning_rate: 0.026537 loss_vfl: 0.771561 loss_bbox: 0.286037 loss_dfl: 0.189663 loss: 1.229131 eta: 1 day, 22:49:12 batch_cost: 2.2495 data_cost: 0.0009 ips: 12.4475 images/s [11/18 16:28:03] ppdet.engine INFO: Epoch: [76] [ 880/3251] learning_rate: 0.026524 loss_vfl: 0.760760 loss_bbox: 0.277499 loss_dfl: 0.190539 loss: 1.236324 eta: 1 day, 22:48:28 batch_cost: 2.1431 data_cost: 0.0134 ips: 13.0655 images/s [11/18 16:28:49] ppdet.engine INFO: Epoch: [76] [ 900/3251] learning_rate: 0.026511 loss_vfl: 0.750626 loss_bbox: 0.245981 loss_dfl: 0.176085 loss: 1.174144 eta: 1 day, 22:47:44 batch_cost: 2.1184 data_cost: 0.0010 ips: 13.2175 images/s [11/18 16:29:38] ppdet.engine INFO: Epoch: [76] [ 920/3251] learning_rate: 0.026497 loss_vfl: 0.745691 loss_bbox: 0.277670 loss_dfl: 0.186048 loss: 1.213779 eta: 1 day, 22:47:01 batch_cost: 2.2868 data_cost: 0.0011 ips: 12.2441 images/s [11/18 16:30:24] ppdet.engine INFO: Epoch: [76] [ 940/3251] learning_rate: 0.026484 loss_vfl: 0.779043 loss_bbox: 0.246229 loss_dfl: 0.165186 loss: 1.220656 eta: 1 day, 22:46:17 batch_cost: 2.1516 data_cost: 0.0017 ips: 13.0137 images/s [11/18 16:31:10] ppdet.engine INFO: Epoch: [76] [ 960/3251] learning_rate: 0.026471 loss_vfl: 0.745036 loss_bbox: 0.258084 loss_dfl: 0.177874 loss: 1.193873 eta: 1 day, 22:45:33 batch_cost: 2.1867 data_cost: 0.0011 ips: 12.8046 images/s [11/18 16:31:58] ppdet.engine INFO: Epoch: [76] [ 980/3251] learning_rate: 0.026458 loss_vfl: 0.755942 loss_bbox: 0.244053 loss_dfl: 0.169730 loss: 1.192833 eta: 1 day, 22:44:50 batch_cost: 2.2844 data_cost: 0.0010 ips: 12.2571 images/s [11/18 16:32:44] ppdet.engine INFO: Epoch: [76] [1000/3251] learning_rate: 0.026445 loss_vfl: 0.767315 loss_bbox: 0.265607 loss_dfl: 0.173529 loss: 1.188802 eta: 1 day, 22:44:07 batch_cost: 2.2150 data_cost: 0.0010 ips: 12.6409 images/s [11/18 16:33:34] ppdet.engine INFO: Epoch: [76] [1020/3251] learning_rate: 0.026432 loss_vfl: 0.763517 loss_bbox: 0.238919 loss_dfl: 0.173967 loss: 1.174033 eta: 1 day, 22:43:23 batch_cost: 2.2322 data_cost: 0.0011 ips: 12.5438 images/s [11/18 16:34:19] ppdet.engine INFO: Epoch: [76] [1040/3251] learning_rate: 0.026419 loss_vfl: 0.773443 loss_bbox: 0.276265 loss_dfl: 0.187047 loss: 1.240554 eta: 1 day, 22:42:38 batch_cost: 2.0244 data_cost: 0.0010 ips: 13.8316 images/s [11/18 16:35:07] ppdet.engine INFO: Epoch: [76] [1060/3251] learning_rate: 0.026406 loss_vfl: 0.755787 loss_bbox: 0.237965 loss_dfl: 0.175325 loss: 1.178251 eta: 1 day, 22:41:55 batch_cost: 2.2553 data_cost: 0.0009 ips: 12.4151 images/s [11/18 16:35:52] ppdet.engine INFO: Epoch: [76] [1080/3251] learning_rate: 0.026393 loss_vfl: 0.765030 loss_bbox: 0.244855 loss_dfl: 0.172650 loss: 1.183750 eta: 1 day, 22:41:11 batch_cost: 2.1627 data_cost: 0.0011 ips: 12.9466 images/s [11/18 16:36:39] ppdet.engine INFO: Epoch: [76] [1100/3251] learning_rate: 0.026380 loss_vfl: 0.760022 loss_bbox: 0.256138 loss_dfl: 0.172482 loss: 1.217180 eta: 1 day, 22:40:27 batch_cost: 2.1409 data_cost: 0.0009 ips: 13.0788 images/s [11/18 16:37:25] ppdet.engine INFO: Epoch: [76] [1120/3251] learning_rate: 0.026367 loss_vfl: 0.742739 loss_bbox: 0.300555 loss_dfl: 0.199756 loss: 1.245520 eta: 1 day, 22:39:43 batch_cost: 2.0941 data_cost: 0.0010 ips: 13.3709 images/s [11/18 16:38:11] ppdet.engine INFO: Epoch: [76] [1140/3251] learning_rate: 0.026353 loss_vfl: 0.768984 loss_bbox: 0.247214 loss_dfl: 0.163340 loss: 1.178431 eta: 1 day, 22:39:00 batch_cost: 2.2192 data_cost: 0.0010 ips: 12.6173 images/s [11/18 16:39:00] ppdet.engine INFO: Epoch: [76] [1160/3251] learning_rate: 0.026340 loss_vfl: 0.752757 loss_bbox: 0.280236 loss_dfl: 0.198888 loss: 1.256153 eta: 1 day, 22:38:17 batch_cost: 2.2998 data_cost: 0.0010 ips: 12.1750 images/s [11/18 16:39:49] ppdet.engine INFO: Epoch: [76] [1180/3251] learning_rate: 0.026327 loss_vfl: 0.755236 loss_bbox: 0.272134 loss_dfl: 0.179184 loss: 1.197658 eta: 1 day, 22:37:34 batch_cost: 2.3324 data_cost: 0.0013 ips: 12.0051 images/s [11/18 16:40:35] ppdet.engine INFO: Epoch: [76] [1200/3251] learning_rate: 0.026314 loss_vfl: 0.760881 loss_bbox: 0.296015 loss_dfl: 0.193144 loss: 1.240698 eta: 1 day, 22:36:50 batch_cost: 2.2052 data_cost: 0.0011 ips: 12.6971 images/s [11/18 16:41:22] ppdet.engine INFO: Epoch: [76] [1220/3251] learning_rate: 0.026301 loss_vfl: 0.768683 loss_bbox: 0.226611 loss_dfl: 0.158902 loss: 1.138406 eta: 1 day, 22:36:07 batch_cost: 2.1917 data_cost: 0.0009 ips: 12.7753 images/s [11/18 16:42:08] ppdet.engine INFO: Epoch: [76] [1240/3251] learning_rate: 0.026288 loss_vfl: 0.748862 loss_bbox: 0.262000 loss_dfl: 0.176304 loss: 1.190718 eta: 1 day, 22:35:22 batch_cost: 2.0527 data_cost: 0.0009 ips: 13.6407 images/s [11/18 16:42:55] ppdet.engine INFO: Epoch: [76] [1260/3251] learning_rate: 0.026275 loss_vfl: 0.771203 loss_bbox: 0.283467 loss_dfl: 0.199862 loss: 1.255528 eta: 1 day, 22:34:39 batch_cost: 2.2613 data_cost: 0.0009 ips: 12.3821 images/s [11/18 16:43:42] ppdet.engine INFO: Epoch: [76] [1280/3251] learning_rate: 0.026262 loss_vfl: 0.749052 loss_bbox: 0.276121 loss_dfl: 0.185791 loss: 1.230835 eta: 1 day, 22:33:56 batch_cost: 2.2135 data_cost: 0.0012 ips: 12.6494 images/s [11/18 16:44:29] ppdet.engine INFO: Epoch: [76] [1300/3251] learning_rate: 0.026249 loss_vfl: 0.735762 loss_bbox: 0.293779 loss_dfl: 0.192031 loss: 1.222775 eta: 1 day, 22:33:12 batch_cost: 2.2745 data_cost: 0.0010 ips: 12.3103 images/s [11/18 16:45:15] ppdet.engine INFO: Epoch: [76] [1320/3251] learning_rate: 0.026236 loss_vfl: 0.766702 loss_bbox: 0.255184 loss_dfl: 0.175787 loss: 1.213902 eta: 1 day, 22:32:28 batch_cost: 2.0274 data_cost: 0.0010 ips: 13.8106 images/s [11/18 16:46:02] ppdet.engine INFO: Epoch: [76] [1340/3251] learning_rate: 0.026223 loss_vfl: 0.753199 loss_bbox: 0.263984 loss_dfl: 0.186645 loss: 1.209387 eta: 1 day, 22:31:44 batch_cost: 2.1540 data_cost: 0.0020 ips: 12.9991 images/s [11/18 16:46:49] ppdet.engine INFO: Epoch: [76] [1360/3251] learning_rate: 0.026210 loss_vfl: 0.746378 loss_bbox: 0.263775 loss_dfl: 0.178964 loss: 1.181820 eta: 1 day, 22:31:00 batch_cost: 2.1992 data_cost: 0.0017 ips: 12.7319 images/s [11/18 16:47:36] ppdet.engine INFO: Epoch: [76] [1380/3251] learning_rate: 0.026197 loss_vfl: 0.762143 loss_bbox: 0.285254 loss_dfl: 0.185907 loss: 1.268208 eta: 1 day, 22:30:17 batch_cost: 2.1752 data_cost: 0.0015 ips: 12.8722 images/s [11/18 16:48:24] ppdet.engine INFO: Epoch: [76] [1400/3251] learning_rate: 0.026184 loss_vfl: 0.750651 loss_bbox: 0.266400 loss_dfl: 0.187928 loss: 1.255495 eta: 1 day, 22:29:33 batch_cost: 2.2278 data_cost: 0.0010 ips: 12.5684 images/s [11/18 16:49:11] ppdet.engine INFO: Epoch: [76] [1420/3251] learning_rate: 0.026171 loss_vfl: 0.759282 loss_bbox: 0.259473 loss_dfl: 0.179782 loss: 1.211768 eta: 1 day, 22:28:50 batch_cost: 2.2443 data_cost: 0.0009 ips: 12.4763 images/s [11/18 16:49:59] ppdet.engine INFO: Epoch: [76] [1440/3251] learning_rate: 0.026158 loss_vfl: 0.745124 loss_bbox: 0.235228 loss_dfl: 0.169552 loss: 1.144232 eta: 1 day, 22:28:07 batch_cost: 2.2665 data_cost: 0.0009 ips: 12.3536 images/s [11/18 16:50:46] ppdet.engine INFO: Epoch: [76] [1460/3251] learning_rate: 0.026145 loss_vfl: 0.767946 loss_bbox: 0.261734 loss_dfl: 0.183525 loss: 1.230835 eta: 1 day, 22:27:23 batch_cost: 2.1729 data_cost: 0.0010 ips: 12.8859 images/s [11/18 16:51:33] ppdet.engine INFO: Epoch: [76] [1480/3251] learning_rate: 0.026132 loss_vfl: 0.772886 loss_bbox: 0.268475 loss_dfl: 0.187553 loss: 1.213649 eta: 1 day, 22:26:39 batch_cost: 2.1815 data_cost: 0.0017 ips: 12.8353 images/s [11/18 16:52:20] ppdet.engine INFO: Epoch: [76] [1500/3251] learning_rate: 0.026119 loss_vfl: 0.782707 loss_bbox: 0.260365 loss_dfl: 0.182469 loss: 1.206130 eta: 1 day, 22:25:56 batch_cost: 2.1917 data_cost: 0.0009 ips: 12.7757 images/s [11/18 16:53:07] ppdet.engine INFO: Epoch: [76] [1520/3251] learning_rate: 0.026106 loss_vfl: 0.751740 loss_bbox: 0.257303 loss_dfl: 0.182343 loss: 1.188312 eta: 1 day, 22:25:12 batch_cost: 2.1611 data_cost: 0.0010 ips: 12.9562 images/s [11/18 16:53:53] ppdet.engine INFO: Epoch: [76] [1540/3251] learning_rate: 0.026093 loss_vfl: 0.771873 loss_bbox: 0.239013 loss_dfl: 0.173278 loss: 1.187706 eta: 1 day, 22:24:28 batch_cost: 2.2040 data_cost: 0.0010 ips: 12.7039 images/s [11/18 16:54:38] ppdet.engine INFO: Epoch: [76] [1560/3251] learning_rate: 0.026080 loss_vfl: 0.750269 loss_bbox: 0.239238 loss_dfl: 0.168719 loss: 1.158002 eta: 1 day, 22:23:44 batch_cost: 2.1120 data_cost: 0.0010 ips: 13.2577 images/s [11/18 16:55:27] ppdet.engine INFO: Epoch: [76] [1580/3251] learning_rate: 0.026066 loss_vfl: 0.769453 loss_bbox: 0.263001 loss_dfl: 0.183936 loss: 1.230593 eta: 1 day, 22:23:01 batch_cost: 2.2653 data_cost: 0.0011 ips: 12.3601 images/s [11/18 16:56:12] ppdet.engine INFO: Epoch: [76] [1600/3251] learning_rate: 0.026053 loss_vfl: 0.780696 loss_bbox: 0.282290 loss_dfl: 0.183439 loss: 1.258626 eta: 1 day, 22:22:17 batch_cost: 2.1598 data_cost: 0.0010 ips: 12.9643 images/s [11/18 16:56:57] ppdet.engine INFO: Epoch: [76] [1620/3251] learning_rate: 0.026040 loss_vfl: 0.754504 loss_bbox: 0.255049 loss_dfl: 0.179055 loss: 1.194148 eta: 1 day, 22:21:33 batch_cost: 2.0732 data_cost: 0.0010 ips: 13.5055 images/s [11/18 16:57:45] ppdet.engine INFO: Epoch: [76] [1640/3251] learning_rate: 0.026027 loss_vfl: 0.761752 loss_bbox: 0.265379 loss_dfl: 0.183136 loss: 1.191320 eta: 1 day, 22:20:50 batch_cost: 2.3087 data_cost: 0.0016 ips: 12.1282 images/s [11/18 16:58:31] ppdet.engine INFO: Epoch: [76] [1660/3251] learning_rate: 0.026014 loss_vfl: 0.790268 loss_bbox: 0.244801 loss_dfl: 0.176508 loss: 1.211766 eta: 1 day, 22:20:06 batch_cost: 2.1785 data_cost: 0.0009 ips: 12.8528 images/s [11/18 16:59:16] ppdet.engine INFO: Epoch: [76] [1680/3251] learning_rate: 0.026001 loss_vfl: 0.739981 loss_bbox: 0.261809 loss_dfl: 0.180957 loss: 1.196103 eta: 1 day, 22:19:22 batch_cost: 2.0900 data_cost: 0.0010 ips: 13.3968 images/s [11/18 17:00:03] ppdet.engine INFO: Epoch: [76] [1700/3251] learning_rate: 0.025988 loss_vfl: 0.747978 loss_bbox: 0.251908 loss_dfl: 0.183208 loss: 1.192964 eta: 1 day, 22:18:39 batch_cost: 2.2594 data_cost: 0.0009 ips: 12.3927 images/s [11/18 17:00:52] ppdet.engine INFO: Epoch: [76] [1720/3251] learning_rate: 0.025975 loss_vfl: 0.764772 loss_bbox: 0.271656 loss_dfl: 0.194086 loss: 1.232527 eta: 1 day, 22:17:56 batch_cost: 2.3435 data_cost: 0.0010 ips: 11.9478 images/s [11/18 17:01:41] ppdet.engine INFO: Epoch: [76] [1740/3251] learning_rate: 0.025962 loss_vfl: 0.771365 loss_bbox: 0.239585 loss_dfl: 0.167338 loss: 1.174527 eta: 1 day, 22:17:13 batch_cost: 2.2973 data_cost: 0.0009 ips: 12.1881 images/s [11/18 17:02:27] ppdet.engine INFO: Epoch: [76] [1760/3251] learning_rate: 0.025949 loss_vfl: 0.781393 loss_bbox: 0.276161 loss_dfl: 0.183724 loss: 1.243134 eta: 1 day, 22:16:29 batch_cost: 2.1841 data_cost: 0.0013 ips: 12.8197 images/s [11/18 17:03:15] ppdet.engine INFO: Epoch: [76] [1780/3251] learning_rate: 0.025936 loss_vfl: 0.724078 loss_bbox: 0.247487 loss_dfl: 0.169320 loss: 1.142709 eta: 1 day, 22:15:46 batch_cost: 2.2695 data_cost: 0.0009 ips: 12.3373 images/s [11/18 17:04:02] ppdet.engine INFO: Epoch: [76] [1800/3251] learning_rate: 0.025924 loss_vfl: 0.775251 loss_bbox: 0.281258 loss_dfl: 0.184415 loss: 1.232952 eta: 1 day, 22:15:02 batch_cost: 2.1994 data_cost: 0.0010 ips: 12.7310 images/s [11/18 17:04:49] ppdet.engine INFO: Epoch: [76] [1820/3251] learning_rate: 0.025911 loss_vfl: 0.751442 loss_bbox: 0.275426 loss_dfl: 0.184894 loss: 1.198843 eta: 1 day, 22:14:19 batch_cost: 2.2106 data_cost: 0.0011 ips: 12.6661 images/s [11/18 17:05:37] ppdet.engine INFO: Epoch: [76] [1840/3251] learning_rate: 0.025898 loss_vfl: 0.753322 loss_bbox: 0.253272 loss_dfl: 0.178357 loss: 1.200847 eta: 1 day, 22:13:36 batch_cost: 2.2953 data_cost: 0.0009 ips: 12.1990 images/s [11/18 17:06:21] ppdet.engine INFO: Epoch: [76] [1860/3251] learning_rate: 0.025885 loss_vfl: 0.770318 loss_bbox: 0.243150 loss_dfl: 0.166560 loss: 1.194895 eta: 1 day, 22:12:52 batch_cost: 2.1130 data_cost: 0.0010 ips: 13.2515 images/s [11/18 17:07:09] ppdet.engine INFO: Epoch: [76] [1880/3251] learning_rate: 0.025872 loss_vfl: 0.779577 loss_bbox: 0.268238 loss_dfl: 0.186040 loss: 1.225714 eta: 1 day, 22:12:09 batch_cost: 2.2955 data_cost: 0.0017 ips: 12.1977 images/s [11/18 17:07:57] ppdet.engine INFO: Epoch: [76] [1900/3251] learning_rate: 0.025859 loss_vfl: 0.774197 loss_bbox: 0.276236 loss_dfl: 0.192366 loss: 1.249670 eta: 1 day, 22:11:26 batch_cost: 2.2981 data_cost: 0.0011 ips: 12.1838 images/s [11/18 17:08:43] ppdet.engine INFO: Epoch: [76] [1920/3251] learning_rate: 0.025846 loss_vfl: 0.783754 loss_bbox: 0.249756 loss_dfl: 0.174027 loss: 1.201038 eta: 1 day, 22:10:42 batch_cost: 2.1674 data_cost: 0.0015 ips: 12.9188 images/s [11/18 17:09:32] ppdet.engine INFO: Epoch: [76] [1940/3251] learning_rate: 0.025833 loss_vfl: 0.760116 loss_bbox: 0.254119 loss_dfl: 0.170333 loss: 1.159727 eta: 1 day, 22:09:58 batch_cost: 2.1963 data_cost: 0.0010 ips: 12.7485 images/s [11/18 17:10:20] ppdet.engine INFO: Epoch: [76] [1960/3251] learning_rate: 0.025820 loss_vfl: 0.771186 loss_bbox: 0.246766 loss_dfl: 0.171837 loss: 1.188029 eta: 1 day, 22:09:15 batch_cost: 2.2760 data_cost: 0.0136 ips: 12.3025 images/s [11/18 17:11:06] ppdet.engine INFO: Epoch: [76] [1980/3251] learning_rate: 0.025807 loss_vfl: 0.779599 loss_bbox: 0.275021 loss_dfl: 0.184753 loss: 1.212062 eta: 1 day, 22:08:32 batch_cost: 2.2082 data_cost: 0.0010 ips: 12.6802 images/s [11/18 17:11:52] ppdet.engine INFO: Epoch: [76] [2000/3251] learning_rate: 0.025794 loss_vfl: 0.765493 loss_bbox: 0.262497 loss_dfl: 0.184436 loss: 1.205619 eta: 1 day, 22:07:48 batch_cost: 2.1189 data_cost: 0.0123 ips: 13.2142 images/s [11/18 17:12:42] ppdet.engine INFO: Epoch: [76] [2020/3251] learning_rate: 0.025781 loss_vfl: 0.764180 loss_bbox: 0.293019 loss_dfl: 0.188478 loss: 1.249489 eta: 1 day, 22:07:05 batch_cost: 2.3999 data_cost: 0.0010 ips: 11.6671 images/s [11/18 17:13:27] ppdet.engine INFO: Epoch: [76] [2040/3251] learning_rate: 0.025768 loss_vfl: 0.778945 loss_bbox: 0.274695 loss_dfl: 0.187112 loss: 1.248049 eta: 1 day, 22:06:21 batch_cost: 2.1906 data_cost: 0.0012 ips: 12.7821 images/s [11/18 17:14:13] ppdet.engine INFO: Epoch: [76] [2060/3251] learning_rate: 0.025755 loss_vfl: 0.734728 loss_bbox: 0.269538 loss_dfl: 0.170227 loss: 1.177116 eta: 1 day, 22:05:38 batch_cost: 2.1367 data_cost: 0.0009 ips: 13.1040 images/s [11/18 17:15:00] ppdet.engine INFO: Epoch: [76] [2080/3251] learning_rate: 0.025742 loss_vfl: 0.742382 loss_bbox: 0.250454 loss_dfl: 0.176462 loss: 1.174671 eta: 1 day, 22:04:54 batch_cost: 2.2111 data_cost: 0.0011 ips: 12.6632 images/s [11/18 17:15:47] ppdet.engine INFO: Epoch: [76] [2100/3251] learning_rate: 0.025729 loss_vfl: 0.765605 loss_bbox: 0.258602 loss_dfl: 0.185042 loss: 1.238202 eta: 1 day, 22:04:10 batch_cost: 2.1631 data_cost: 0.0010 ips: 12.9445 images/s [11/18 17:16:33] ppdet.engine INFO: Epoch: [76] [2120/3251] learning_rate: 0.025716 loss_vfl: 0.754656 loss_bbox: 0.256030 loss_dfl: 0.163412 loss: 1.191776 eta: 1 day, 22:03:27 batch_cost: 2.2113 data_cost: 0.0010 ips: 12.6622 images/s [11/18 17:17:21] ppdet.engine INFO: Epoch: [76] [2140/3251] learning_rate: 0.025703 loss_vfl: 0.756510 loss_bbox: 0.259289 loss_dfl: 0.172161 loss: 1.202276 eta: 1 day, 22:02:43 batch_cost: 2.2481 data_cost: 0.0021 ips: 12.4550 images/s [11/18 17:18:07] ppdet.engine INFO: Epoch: [76] [2160/3251] learning_rate: 0.025690 loss_vfl: 0.773286 loss_bbox: 0.246467 loss_dfl: 0.160567 loss: 1.199767 eta: 1 day, 22:01:59 batch_cost: 2.1017 data_cost: 0.0010 ips: 13.3223 images/s [11/18 17:18:55] ppdet.engine INFO: Epoch: [76] [2180/3251] learning_rate: 0.025677 loss_vfl: 0.782361 loss_bbox: 0.254298 loss_dfl: 0.171416 loss: 1.208119 eta: 1 day, 22:01:16 batch_cost: 2.2833 data_cost: 0.0010 ips: 12.2632 images/s [11/18 17:19:40] ppdet.engine INFO: Epoch: [76] [2200/3251] learning_rate: 0.025664 loss_vfl: 0.771035 loss_bbox: 0.259279 loss_dfl: 0.177688 loss: 1.200791 eta: 1 day, 22:00:32 batch_cost: 2.1489 data_cost: 0.0014 ips: 13.0299 images/s [11/18 17:20:27] ppdet.engine INFO: Epoch: [76] [2220/3251] learning_rate: 0.025651 loss_vfl: 0.764081 loss_bbox: 0.278843 loss_dfl: 0.186356 loss: 1.218285 eta: 1 day, 21:59:48 batch_cost: 2.1776 data_cost: 0.0009 ips: 12.8584 images/s [11/18 17:21:13] ppdet.engine INFO: Epoch: [76] [2240/3251] learning_rate: 0.025639 loss_vfl: 0.782423 loss_bbox: 0.267188 loss_dfl: 0.184091 loss: 1.224078 eta: 1 day, 21:59:04 batch_cost: 2.1159 data_cost: 0.0018 ips: 13.2333 images/s [11/18 17:22:00] ppdet.engine INFO: Epoch: [76] [2260/3251] learning_rate: 0.025626 loss_vfl: 0.754404 loss_bbox: 0.236837 loss_dfl: 0.157213 loss: 1.147423 eta: 1 day, 21:58:21 batch_cost: 2.1736 data_cost: 0.0009 ips: 12.8818 images/s [11/18 17:22:45] ppdet.engine INFO: Epoch: [76] [2280/3251] learning_rate: 0.025613 loss_vfl: 0.754191 loss_bbox: 0.282318 loss_dfl: 0.199113 loss: 1.253280 eta: 1 day, 21:57:37 batch_cost: 2.1880 data_cost: 0.0010 ips: 12.7973 images/s [11/18 17:23:32] ppdet.engine INFO: Epoch: [76] [2300/3251] learning_rate: 0.025600 loss_vfl: 0.761636 loss_bbox: 0.269200 loss_dfl: 0.176821 loss: 1.194570 eta: 1 day, 21:56:54 batch_cost: 2.2364 data_cost: 0.0010 ips: 12.5199 images/s [11/18 17:24:18] ppdet.engine INFO: Epoch: [76] [2320/3251] learning_rate: 0.025587 loss_vfl: 0.737133 loss_bbox: 0.270667 loss_dfl: 0.188052 loss: 1.223547 eta: 1 day, 21:56:10 batch_cost: 2.1338 data_cost: 0.0171 ips: 13.1222 images/s [11/18 17:25:08] ppdet.engine INFO: Epoch: [76] [2340/3251] learning_rate: 0.025574 loss_vfl: 0.755873 loss_bbox: 0.268395 loss_dfl: 0.181807 loss: 1.209926 eta: 1 day, 21:55:27 batch_cost: 2.3918 data_cost: 0.0011 ips: 11.7065 images/s [11/18 17:25:56] ppdet.engine INFO: Epoch: [76] [2360/3251] learning_rate: 0.025561 loss_vfl: 0.774498 loss_bbox: 0.264778 loss_dfl: 0.188372 loss: 1.229967 eta: 1 day, 21:54:44 batch_cost: 2.2163 data_cost: 0.0009 ips: 12.6336 images/s [11/18 17:26:40] ppdet.engine INFO: Epoch: [76] [2380/3251] learning_rate: 0.025548 loss_vfl: 0.774023 loss_bbox: 0.230759 loss_dfl: 0.162257 loss: 1.162910 eta: 1 day, 21:53:59 batch_cost: 2.0845 data_cost: 0.0009 ips: 13.4324 images/s [11/18 17:27:28] ppdet.engine INFO: Epoch: [76] [2400/3251] learning_rate: 0.025535 loss_vfl: 0.748317 loss_bbox: 0.237046 loss_dfl: 0.167387 loss: 1.152626 eta: 1 day, 21:53:16 batch_cost: 2.2698 data_cost: 0.0010 ips: 12.3361 images/s [11/18 17:28:14] ppdet.engine INFO: Epoch: [76] [2420/3251] learning_rate: 0.025522 loss_vfl: 0.773459 loss_bbox: 0.273183 loss_dfl: 0.175692 loss: 1.217323 eta: 1 day, 21:52:32 batch_cost: 2.1881 data_cost: 0.0009 ips: 12.7964 images/s [11/18 17:29:02] ppdet.engine INFO: Epoch: [76] [2440/3251] learning_rate: 0.025509 loss_vfl: 0.742208 loss_bbox: 0.254009 loss_dfl: 0.171503 loss: 1.174673 eta: 1 day, 21:51:49 batch_cost: 2.3025 data_cost: 0.0009 ips: 12.1607 images/s [11/18 17:29:50] ppdet.engine INFO: Epoch: [76] [2460/3251] learning_rate: 0.025497 loss_vfl: 0.756729 loss_bbox: 0.234191 loss_dfl: 0.160219 loss: 1.153328 eta: 1 day, 21:51:06 batch_cost: 2.2806 data_cost: 0.0009 ips: 12.2777 images/s [11/18 17:30:37] ppdet.engine INFO: Epoch: [76] [2480/3251] learning_rate: 0.025484 loss_vfl: 0.775459 loss_bbox: 0.269681 loss_dfl: 0.181763 loss: 1.240203 eta: 1 day, 21:50:23 batch_cost: 2.2122 data_cost: 0.0010 ips: 12.6568 images/s [11/18 17:31:25] ppdet.engine INFO: Epoch: [76] [2500/3251] learning_rate: 0.025471 loss_vfl: 0.753855 loss_bbox: 0.270772 loss_dfl: 0.183230 loss: 1.233818 eta: 1 day, 21:49:39 batch_cost: 2.2330 data_cost: 0.0010 ips: 12.5391 images/s [11/18 17:32:08] ppdet.engine INFO: Epoch: [76] [2520/3251] learning_rate: 0.025458 loss_vfl: 0.774439 loss_bbox: 0.256225 loss_dfl: 0.180749 loss: 1.220950 eta: 1 day, 21:48:54 batch_cost: 1.9595 data_cost: 0.0009 ips: 14.2891 images/s [11/18 17:32:57] ppdet.engine INFO: Epoch: [76] [2540/3251] learning_rate: 0.025445 loss_vfl: 0.765967 loss_bbox: 0.249112 loss_dfl: 0.176909 loss: 1.166605 eta: 1 day, 21:48:12 batch_cost: 2.3254 data_cost: 0.0009 ips: 12.0407 images/s [11/18 17:33:42] ppdet.engine INFO: Epoch: [76] [2560/3251] learning_rate: 0.025432 loss_vfl: 0.753368 loss_bbox: 0.257587 loss_dfl: 0.175880 loss: 1.182601 eta: 1 day, 21:47:28 batch_cost: 2.1337 data_cost: 0.0012 ips: 13.1228 images/s [11/18 17:34:30] ppdet.engine INFO: Epoch: [76] [2580/3251] learning_rate: 0.025419 loss_vfl: 0.763258 loss_bbox: 0.265321 loss_dfl: 0.175695 loss: 1.235315 eta: 1 day, 21:46:44 batch_cost: 2.1898 data_cost: 0.0015 ips: 12.7863 images/s [11/18 17:35:16] ppdet.engine INFO: Epoch: [76] [2600/3251] learning_rate: 0.025406 loss_vfl: 0.760472 loss_bbox: 0.295375 loss_dfl: 0.195440 loss: 1.236060 eta: 1 day, 21:46:00 batch_cost: 2.1791 data_cost: 0.0010 ips: 12.8494 images/s [11/18 17:36:03] ppdet.engine INFO: Epoch: [76] [2620/3251] learning_rate: 0.025394 loss_vfl: 0.757328 loss_bbox: 0.273497 loss_dfl: 0.182269 loss: 1.223653 eta: 1 day, 21:45:17 batch_cost: 2.1985 data_cost: 0.0010 ips: 12.7357 images/s [11/18 17:36:50] ppdet.engine INFO: Epoch: [76] [2640/3251] learning_rate: 0.025381 loss_vfl: 0.728363 loss_bbox: 0.248359 loss_dfl: 0.173434 loss: 1.175912 eta: 1 day, 21:44:33 batch_cost: 2.2667 data_cost: 0.0013 ips: 12.3526 images/s [11/18 17:37:36] ppdet.engine INFO: Epoch: [76] [2660/3251] learning_rate: 0.025368 loss_vfl: 0.766160 loss_bbox: 0.265413 loss_dfl: 0.201561 loss: 1.247949 eta: 1 day, 21:43:49 batch_cost: 2.1218 data_cost: 0.0010 ips: 13.1965 images/s [11/18 17:38:23] ppdet.engine INFO: Epoch: [76] [2680/3251] learning_rate: 0.025355 loss_vfl: 0.776482 loss_bbox: 0.240698 loss_dfl: 0.168787 loss: 1.179694 eta: 1 day, 21:43:06 batch_cost: 2.2484 data_cost: 0.0009 ips: 12.4535 images/s [11/18 17:39:11] ppdet.engine INFO: Epoch: [76] [2700/3251] learning_rate: 0.025342 loss_vfl: 0.777424 loss_bbox: 0.272852 loss_dfl: 0.191001 loss: 1.227832 eta: 1 day, 21:42:23 batch_cost: 2.2940 data_cost: 0.0009 ips: 12.2055 images/s [11/18 17:39:59] ppdet.engine INFO: Epoch: [76] [2720/3251] learning_rate: 0.025329 loss_vfl: 0.762438 loss_bbox: 0.248557 loss_dfl: 0.169486 loss: 1.185899 eta: 1 day, 21:41:39 batch_cost: 2.1630 data_cost: 0.0011 ips: 12.9447 images/s [11/18 17:40:46] ppdet.engine INFO: Epoch: [76] [2740/3251] learning_rate: 0.025316 loss_vfl: 0.766736 loss_bbox: 0.274027 loss_dfl: 0.185566 loss: 1.262319 eta: 1 day, 21:40:56 batch_cost: 2.1853 data_cost: 0.0010 ips: 12.8126 images/s [11/18 17:41:33] ppdet.engine INFO: Epoch: [76] [2760/3251] learning_rate: 0.025304 loss_vfl: 0.762990 loss_bbox: 0.242702 loss_dfl: 0.176187 loss: 1.175457 eta: 1 day, 21:40:12 batch_cost: 2.1967 data_cost: 0.0010 ips: 12.7467 images/s [11/18 17:42:19] ppdet.engine INFO: Epoch: [76] [2780/3251] learning_rate: 0.025291 loss_vfl: 0.770393 loss_bbox: 0.273450 loss_dfl: 0.188013 loss: 1.241518 eta: 1 day, 21:39:28 batch_cost: 2.1367 data_cost: 0.0010 ips: 13.1040 images/s [11/18 17:43:06] ppdet.engine INFO: Epoch: [76] [2800/3251] learning_rate: 0.025278 loss_vfl: 0.743417 loss_bbox: 0.253704 loss_dfl: 0.171428 loss: 1.180983 eta: 1 day, 21:38:45 batch_cost: 2.2427 data_cost: 0.0010 ips: 12.4847 images/s [11/18 17:43:54] ppdet.engine INFO: Epoch: [76] [2820/3251] learning_rate: 0.025265 loss_vfl: 0.759901 loss_bbox: 0.268067 loss_dfl: 0.178895 loss: 1.234722 eta: 1 day, 21:38:01 batch_cost: 2.2179 data_cost: 0.0012 ips: 12.6246 images/s [11/18 17:44:41] ppdet.engine INFO: Epoch: [76] [2840/3251] learning_rate: 0.025252 loss_vfl: 0.755174 loss_bbox: 0.285535 loss_dfl: 0.189213 loss: 1.213962 eta: 1 day, 21:37:18 batch_cost: 2.2234 data_cost: 0.0009 ips: 12.5931 images/s [11/18 17:45:28] ppdet.engine INFO: Epoch: [76] [2860/3251] learning_rate: 0.025239 loss_vfl: 0.737839 loss_bbox: 0.302869 loss_dfl: 0.206831 loss: 1.247703 eta: 1 day, 21:36:34 batch_cost: 2.2136 data_cost: 0.0034 ips: 12.6492 images/s [11/18 17:46:14] ppdet.engine INFO: Epoch: [76] [2880/3251] learning_rate: 0.025226 loss_vfl: 0.739141 loss_bbox: 0.265054 loss_dfl: 0.180799 loss: 1.193958 eta: 1 day, 21:35:50 batch_cost: 2.1602 data_cost: 0.0009 ips: 12.9615 images/s [11/18 17:47:01] ppdet.engine INFO: Epoch: [76] [2900/3251] learning_rate: 0.025214 loss_vfl: 0.765041 loss_bbox: 0.286446 loss_dfl: 0.194590 loss: 1.234105 eta: 1 day, 21:35:07 batch_cost: 2.2458 data_cost: 0.0011 ips: 12.4676 images/s [11/18 17:47:48] ppdet.engine INFO: Epoch: [76] [2920/3251] learning_rate: 0.025201 loss_vfl: 0.766506 loss_bbox: 0.259186 loss_dfl: 0.174554 loss: 1.214223 eta: 1 day, 21:34:23 batch_cost: 2.1922 data_cost: 0.0010 ips: 12.7724 images/s [11/18 17:48:34] ppdet.engine INFO: Epoch: [76] [2940/3251] learning_rate: 0.025188 loss_vfl: 0.767501 loss_bbox: 0.261813 loss_dfl: 0.177144 loss: 1.205692 eta: 1 day, 21:33:39 batch_cost: 2.1453 data_cost: 0.0010 ips: 13.0521 images/s [11/18 17:49:23] ppdet.engine INFO: Epoch: [76] [2960/3251] learning_rate: 0.025175 loss_vfl: 0.740673 loss_bbox: 0.298941 loss_dfl: 0.190252 loss: 1.231564 eta: 1 day, 21:32:56 batch_cost: 2.1856 data_cost: 0.0010 ips: 12.8109 images/s [11/18 17:50:10] ppdet.engine INFO: Epoch: [76] [2980/3251] learning_rate: 0.025162 loss_vfl: 0.770019 loss_bbox: 0.248192 loss_dfl: 0.173154 loss: 1.221446 eta: 1 day, 21:32:12 batch_cost: 2.1806 data_cost: 0.0010 ips: 12.8405 images/s [11/18 17:50:57] ppdet.engine INFO: Epoch: [76] [3000/3251] learning_rate: 0.025150 loss_vfl: 0.752632 loss_bbox: 0.269941 loss_dfl: 0.185781 loss: 1.220238 eta: 1 day, 21:31:29 batch_cost: 2.2479 data_cost: 0.0010 ips: 12.4563 images/s [11/18 17:51:44] ppdet.engine INFO: Epoch: [76] [3020/3251] learning_rate: 0.025137 loss_vfl: 0.746498 loss_bbox: 0.256077 loss_dfl: 0.176783 loss: 1.187244 eta: 1 day, 21:30:45 batch_cost: 2.2392 data_cost: 0.0016 ips: 12.5042 images/s [11/18 17:52:31] ppdet.engine INFO: Epoch: [76] [3040/3251] learning_rate: 0.025124 loss_vfl: 0.765807 loss_bbox: 0.260874 loss_dfl: 0.174832 loss: 1.191262 eta: 1 day, 21:30:02 batch_cost: 2.1745 data_cost: 0.0012 ips: 12.8767 images/s [11/18 17:53:17] ppdet.engine INFO: Epoch: [76] [3060/3251] learning_rate: 0.025111 loss_vfl: 0.747665 loss_bbox: 0.245869 loss_dfl: 0.164123 loss: 1.168683 eta: 1 day, 21:29:18 batch_cost: 2.1850 data_cost: 0.0010 ips: 12.8146 images/s [11/18 17:54:03] ppdet.engine INFO: Epoch: [76] [3080/3251] learning_rate: 0.025098 loss_vfl: 0.769569 loss_bbox: 0.290951 loss_dfl: 0.192337 loss: 1.244149 eta: 1 day, 21:28:34 batch_cost: 2.1975 data_cost: 0.0010 ips: 12.7418 images/s [11/18 17:54:52] ppdet.engine INFO: Epoch: [76] [3100/3251] learning_rate: 0.025085 loss_vfl: 0.757670 loss_bbox: 0.246159 loss_dfl: 0.168217 loss: 1.185902 eta: 1 day, 21:27:51 batch_cost: 2.2499 data_cost: 0.0150 ips: 12.4449 images/s [11/18 17:55:39] ppdet.engine INFO: Epoch: [76] [3120/3251] learning_rate: 0.025073 loss_vfl: 0.771656 loss_bbox: 0.271557 loss_dfl: 0.189410 loss: 1.221001 eta: 1 day, 21:27:08 batch_cost: 2.2894 data_cost: 0.0010 ips: 12.2301 images/s [11/18 17:56:28] ppdet.engine INFO: Epoch: [76] [3140/3251] learning_rate: 0.025060 loss_vfl: 0.770128 loss_bbox: 0.236422 loss_dfl: 0.161656 loss: 1.179500 eta: 1 day, 21:26:25 batch_cost: 2.3296 data_cost: 0.0011 ips: 12.0191 images/s [11/18 17:57:16] ppdet.engine INFO: Epoch: [76] [3160/3251] learning_rate: 0.025047 loss_vfl: 0.778759 loss_bbox: 0.284576 loss_dfl: 0.195004 loss: 1.268382 eta: 1 day, 21:25:42 batch_cost: 2.2970 data_cost: 0.0009 ips: 12.1897 images/s [11/18 17:58:02] ppdet.engine INFO: Epoch: [76] [3180/3251] learning_rate: 0.025034 loss_vfl: 0.759938 loss_bbox: 0.259387 loss_dfl: 0.174295 loss: 1.206155 eta: 1 day, 21:24:58 batch_cost: 2.1549 data_cost: 0.0016 ips: 12.9934 images/s [11/18 17:58:49] ppdet.engine INFO: Epoch: [76] [3200/3251] learning_rate: 0.025021 loss_vfl: 0.767123 loss_bbox: 0.283956 loss_dfl: 0.187229 loss: 1.263086 eta: 1 day, 21:24:15 batch_cost: 2.2057 data_cost: 0.0010 ips: 12.6946 images/s [11/18 17:59:34] ppdet.engine INFO: Epoch: [76] [3220/3251] learning_rate: 0.025009 loss_vfl: 0.732490 loss_bbox: 0.235790 loss_dfl: 0.170728 loss: 1.150732 eta: 1 day, 21:23:31 batch_cost: 2.1118 data_cost: 0.0012 ips: 13.2590 images/s [11/18 18:00:19] ppdet.engine INFO: Epoch: [76] [3240/3251] learning_rate: 0.024996 loss_vfl: 0.749613 loss_bbox: 0.281957 loss_dfl: 0.189094 loss: 1.216593 eta: 1 day, 21:22:46 batch_cost: 2.1219 data_cost: 0.0152 ips: 13.1957 images/s [11/18 18:01:00] ppdet.engine INFO: Epoch: [77] [ 0/3251] learning_rate: 0.024989 loss_vfl: 0.795000 loss_bbox: 0.299998 loss_dfl: 0.198599 loss: 1.267833 eta: 1 day, 21:22:25 batch_cost: 2.4667 data_cost: 0.7004 ips: 11.3513 images/s [11/18 18:01:52] ppdet.engine INFO: Epoch: [77] [ 20/3251] learning_rate: 0.024976 loss_vfl: 0.741787 loss_bbox: 0.258186 loss_dfl: 0.182494 loss: 1.192236 eta: 1 day, 21:21:43 batch_cost: 2.4797 data_cost: 0.0014 ips: 11.2918 images/s [11/18 18:02:40] ppdet.engine INFO: Epoch: [77] [ 40/3251] learning_rate: 0.024963 loss_vfl: 0.733972 loss_bbox: 0.268347 loss_dfl: 0.177221 loss: 1.189395 eta: 1 day, 21:20:59 batch_cost: 2.2180 data_cost: 0.0009 ips: 12.6241 images/s [11/18 18:03:28] ppdet.engine INFO: Epoch: [77] [ 60/3251] learning_rate: 0.024951 loss_vfl: 0.774835 loss_bbox: 0.295036 loss_dfl: 0.188228 loss: 1.278398 eta: 1 day, 21:20:16 batch_cost: 2.2849 data_cost: 0.0009 ips: 12.2541 images/s [11/18 18:04:16] ppdet.engine INFO: Epoch: [77] [ 80/3251] learning_rate: 0.024938 loss_vfl: 0.763960 loss_bbox: 0.249175 loss_dfl: 0.178538 loss: 1.200983 eta: 1 day, 21:19:33 batch_cost: 2.2528 data_cost: 0.0010 ips: 12.4292 images/s [11/18 18:05:05] ppdet.engine INFO: Epoch: [77] [ 100/3251] learning_rate: 0.024925 loss_vfl: 0.760740 loss_bbox: 0.228448 loss_dfl: 0.169433 loss: 1.153994 eta: 1 day, 21:18:50 batch_cost: 2.3628 data_cost: 0.0011 ips: 11.8505 images/s [11/18 18:05:54] ppdet.engine INFO: Epoch: [77] [ 120/3251] learning_rate: 0.024912 loss_vfl: 0.739817 loss_bbox: 0.255599 loss_dfl: 0.172681 loss: 1.167781 eta: 1 day, 21:18:07 batch_cost: 2.2442 data_cost: 0.0016 ips: 12.4767 images/s [11/18 18:06:41] ppdet.engine INFO: Epoch: [77] [ 140/3251] learning_rate: 0.024899 loss_vfl: 0.756822 loss_bbox: 0.263874 loss_dfl: 0.176716 loss: 1.195955 eta: 1 day, 21:17:24 batch_cost: 2.2637 data_cost: 0.0010 ips: 12.3689 images/s [11/18 18:07:29] ppdet.engine INFO: Epoch: [77] [ 160/3251] learning_rate: 0.024887 loss_vfl: 0.787165 loss_bbox: 0.236206 loss_dfl: 0.169286 loss: 1.224780 eta: 1 day, 21:16:40 batch_cost: 2.1737 data_cost: 0.0015 ips: 12.8812 images/s [11/18 18:08:18] ppdet.engine INFO: Epoch: [77] [ 180/3251] learning_rate: 0.024874 loss_vfl: 0.745956 loss_bbox: 0.253988 loss_dfl: 0.192109 loss: 1.188491 eta: 1 day, 21:15:57 batch_cost: 2.3174 data_cost: 0.0014 ips: 12.0827 images/s [11/18 18:09:07] ppdet.engine INFO: Epoch: [77] [ 200/3251] learning_rate: 0.024861 loss_vfl: 0.767496 loss_bbox: 0.241134 loss_dfl: 0.163131 loss: 1.158910 eta: 1 day, 21:15:14 batch_cost: 2.3187 data_cost: 0.0024 ips: 12.0756 images/s [11/18 18:09:53] ppdet.engine INFO: Epoch: [77] [ 220/3251] learning_rate: 0.024848 loss_vfl: 0.739745 loss_bbox: 0.293842 loss_dfl: 0.190881 loss: 1.233710 eta: 1 day, 21:14:30 batch_cost: 2.1860 data_cost: 0.0010 ips: 12.8090 images/s [11/18 18:10:41] ppdet.engine INFO: Epoch: [77] [ 240/3251] learning_rate: 0.024836 loss_vfl: 0.767548 loss_bbox: 0.278774 loss_dfl: 0.182426 loss: 1.203319 eta: 1 day, 21:13:47 batch_cost: 2.2593 data_cost: 0.0009 ips: 12.3932 images/s [11/18 18:11:30] ppdet.engine INFO: Epoch: [77] [ 260/3251] learning_rate: 0.024823 loss_vfl: 0.747316 loss_bbox: 0.246320 loss_dfl: 0.169869 loss: 1.170407 eta: 1 day, 21:13:04 batch_cost: 2.3201 data_cost: 0.0009 ips: 12.0686 images/s [11/18 18:12:17] ppdet.engine INFO: Epoch: [77] [ 280/3251] learning_rate: 0.024810 loss_vfl: 0.740568 loss_bbox: 0.271457 loss_dfl: 0.182248 loss: 1.195167 eta: 1 day, 21:12:21 batch_cost: 2.2450 data_cost: 0.0011 ips: 12.4723 images/s [11/18 18:13:03] ppdet.engine INFO: Epoch: [77] [ 300/3251] learning_rate: 0.024797 loss_vfl: 0.767623 loss_bbox: 0.252330 loss_dfl: 0.187761 loss: 1.188973 eta: 1 day, 21:11:37 batch_cost: 2.0861 data_cost: 0.0009 ips: 13.4224 images/s [11/18 18:13:49] ppdet.engine INFO: Epoch: [77] [ 320/3251] learning_rate: 0.024785 loss_vfl: 0.775749 loss_bbox: 0.264113 loss_dfl: 0.177537 loss: 1.204658 eta: 1 day, 21:10:53 batch_cost: 2.1537 data_cost: 0.0010 ips: 13.0008 images/s [11/18 18:14:39] ppdet.engine INFO: Epoch: [77] [ 340/3251] learning_rate: 0.024772 loss_vfl: 0.758161 loss_bbox: 0.261743 loss_dfl: 0.175542 loss: 1.207006 eta: 1 day, 21:10:10 batch_cost: 2.3676 data_cost: 0.0010 ips: 11.8263 images/s [11/18 18:15:25] ppdet.engine INFO: Epoch: [77] [ 360/3251] learning_rate: 0.024759 loss_vfl: 0.736925 loss_bbox: 0.286689 loss_dfl: 0.182803 loss: 1.215692 eta: 1 day, 21:09:26 batch_cost: 2.2021 data_cost: 0.0010 ips: 12.7154 images/s [11/18 18:16:12] ppdet.engine INFO: Epoch: [77] [ 380/3251] learning_rate: 0.024747 loss_vfl: 0.764597 loss_bbox: 0.291788 loss_dfl: 0.194531 loss: 1.257633 eta: 1 day, 21:08:43 batch_cost: 2.2581 data_cost: 0.0009 ips: 12.3998 images/s [11/18 18:16:58] ppdet.engine INFO: Epoch: [77] [ 400/3251] learning_rate: 0.024734 loss_vfl: 0.770800 loss_bbox: 0.251912 loss_dfl: 0.171693 loss: 1.205745 eta: 1 day, 21:07:59 batch_cost: 2.1665 data_cost: 0.0013 ips: 12.9239 images/s [11/18 18:17:45] ppdet.engine INFO: Epoch: [77] [ 420/3251] learning_rate: 0.024721 loss_vfl: 0.766853 loss_bbox: 0.246183 loss_dfl: 0.173812 loss: 1.177559 eta: 1 day, 21:07:16 batch_cost: 2.2259 data_cost: 0.0010 ips: 12.5790 images/s [11/18 18:18:30] ppdet.engine INFO: Epoch: [77] [ 440/3251] learning_rate: 0.024708 loss_vfl: 0.760008 loss_bbox: 0.283607 loss_dfl: 0.188850 loss: 1.234973 eta: 1 day, 21:06:31 batch_cost: 2.0338 data_cost: 0.0010 ips: 13.7673 images/s [11/18 18:19:16] ppdet.engine INFO: Epoch: [77] [ 460/3251] learning_rate: 0.024696 loss_vfl: 0.774775 loss_bbox: 0.285958 loss_dfl: 0.202391 loss: 1.279612 eta: 1 day, 21:05:48 batch_cost: 2.2025 data_cost: 0.0010 ips: 12.7127 images/s [11/18 18:20:05] ppdet.engine INFO: Epoch: [77] [ 480/3251] learning_rate: 0.024683 loss_vfl: 0.744409 loss_bbox: 0.248722 loss_dfl: 0.178720 loss: 1.162734 eta: 1 day, 21:05:05 batch_cost: 2.3159 data_cost: 0.0011 ips: 12.0904 images/s [11/18 18:20:53] ppdet.engine INFO: Epoch: [77] [ 500/3251] learning_rate: 0.024670 loss_vfl: 0.761774 loss_bbox: 0.258337 loss_dfl: 0.174246 loss: 1.206703 eta: 1 day, 21:04:22 batch_cost: 2.2780 data_cost: 0.0010 ips: 12.2913 images/s [11/18 18:21:38] ppdet.engine INFO: Epoch: [77] [ 520/3251] learning_rate: 0.024658 loss_vfl: 0.753378 loss_bbox: 0.268001 loss_dfl: 0.188268 loss: 1.207891 eta: 1 day, 21:03:38 batch_cost: 2.1194 data_cost: 0.0013 ips: 13.2115 images/s [11/18 18:22:22] ppdet.engine INFO: Epoch: [77] [ 540/3251] learning_rate: 0.024645 loss_vfl: 0.763609 loss_bbox: 0.243849 loss_dfl: 0.169964 loss: 1.168827 eta: 1 day, 21:02:53 batch_cost: 2.0921 data_cost: 0.0010 ips: 13.3839 images/s [11/18 18:23:09] ppdet.engine INFO: Epoch: [77] [ 560/3251] learning_rate: 0.024632 loss_vfl: 0.750546 loss_bbox: 0.230534 loss_dfl: 0.170898 loss: 1.153381 eta: 1 day, 21:02:10 batch_cost: 2.1956 data_cost: 0.0118 ips: 12.7527 images/s [11/18 18:23:55] ppdet.engine INFO: Epoch: [77] [ 580/3251] learning_rate: 0.024619 loss_vfl: 0.764468 loss_bbox: 0.276229 loss_dfl: 0.179175 loss: 1.204503 eta: 1 day, 21:01:26 batch_cost: 2.1337 data_cost: 0.0019 ips: 13.1228 images/s [11/18 18:24:42] ppdet.engine INFO: Epoch: [77] [ 600/3251] learning_rate: 0.024607 loss_vfl: 0.766595 loss_bbox: 0.252521 loss_dfl: 0.171219 loss: 1.193105 eta: 1 day, 21:00:43 batch_cost: 2.2826 data_cost: 0.0009 ips: 12.2669 images/s [11/18 18:25:29] ppdet.engine INFO: Epoch: [77] [ 620/3251] learning_rate: 0.024594 loss_vfl: 0.750184 loss_bbox: 0.253760 loss_dfl: 0.163936 loss: 1.200543 eta: 1 day, 20:59:59 batch_cost: 2.2123 data_cost: 0.0012 ips: 12.6565 images/s [11/18 18:26:16] ppdet.engine INFO: Epoch: [77] [ 640/3251] learning_rate: 0.024581 loss_vfl: 0.739106 loss_bbox: 0.255268 loss_dfl: 0.175956 loss: 1.176474 eta: 1 day, 20:59:16 batch_cost: 2.2010 data_cost: 0.0009 ips: 12.7214 images/s [11/18 18:27:05] ppdet.engine INFO: Epoch: [77] [ 660/3251] learning_rate: 0.024569 loss_vfl: 0.763396 loss_bbox: 0.244651 loss_dfl: 0.174818 loss: 1.164665 eta: 1 day, 20:58:33 batch_cost: 2.3110 data_cost: 0.0009 ips: 12.1158 images/s [11/18 18:27:50] ppdet.engine INFO: Epoch: [77] [ 680/3251] learning_rate: 0.024556 loss_vfl: 0.749643 loss_bbox: 0.248706 loss_dfl: 0.174601 loss: 1.206429 eta: 1 day, 20:57:49 batch_cost: 2.1259 data_cost: 0.0010 ips: 13.1710 images/s [11/18 18:28:36] ppdet.engine INFO: Epoch: [77] [ 700/3251] learning_rate: 0.024543 loss_vfl: 0.759385 loss_bbox: 0.232332 loss_dfl: 0.161571 loss: 1.160363 eta: 1 day, 20:57:05 batch_cost: 2.1909 data_cost: 0.0012 ips: 12.7802 images/s [11/18 18:29:25] ppdet.engine INFO: Epoch: [77] [ 720/3251] learning_rate: 0.024531 loss_vfl: 0.747884 loss_bbox: 0.246151 loss_dfl: 0.177375 loss: 1.183477 eta: 1 day, 20:56:22 batch_cost: 2.2667 data_cost: 0.0012 ips: 12.3527 images/s [11/18 18:30:12] ppdet.engine INFO: Epoch: [77] [ 740/3251] learning_rate: 0.024518 loss_vfl: 0.751598 loss_bbox: 0.281184 loss_dfl: 0.195395 loss: 1.240047 eta: 1 day, 20:55:38 batch_cost: 2.2271 data_cost: 0.0009 ips: 12.5722 images/s [11/18 18:30:58] ppdet.engine INFO: Epoch: [77] [ 760/3251] learning_rate: 0.024505 loss_vfl: 0.744052 loss_bbox: 0.300739 loss_dfl: 0.195208 loss: 1.251581 eta: 1 day, 20:54:55 batch_cost: 2.1845 data_cost: 0.0010 ips: 12.8174 images/s [11/18 18:31:47] ppdet.engine INFO: Epoch: [77] [ 780/3251] learning_rate: 0.024493 loss_vfl: 0.744359 loss_bbox: 0.275242 loss_dfl: 0.189928 loss: 1.218367 eta: 1 day, 20:54:11 batch_cost: 2.2225 data_cost: 0.0010 ips: 12.5984 images/s [11/18 18:32:33] ppdet.engine INFO: Epoch: [77] [ 800/3251] learning_rate: 0.024480 loss_vfl: 0.763365 loss_bbox: 0.283510 loss_dfl: 0.187229 loss: 1.228014 eta: 1 day, 20:53:27 batch_cost: 2.1871 data_cost: 0.0009 ips: 12.8026 images/s [11/18 18:33:21] ppdet.engine INFO: Epoch: [77] [ 820/3251] learning_rate: 0.024467 loss_vfl: 0.769057 loss_bbox: 0.284104 loss_dfl: 0.183061 loss: 1.231963 eta: 1 day, 20:52:44 batch_cost: 2.2727 data_cost: 0.0009 ips: 12.3199 images/s [11/18 18:34:07] ppdet.engine INFO: Epoch: [77] [ 840/3251] learning_rate: 0.024455 loss_vfl: 0.756709 loss_bbox: 0.260642 loss_dfl: 0.181398 loss: 1.202463 eta: 1 day, 20:52:00 batch_cost: 2.1337 data_cost: 0.0009 ips: 13.1229 images/s [11/18 18:34:54] ppdet.engine INFO: Epoch: [77] [ 860/3251] learning_rate: 0.024442 loss_vfl: 0.741626 loss_bbox: 0.281082 loss_dfl: 0.194646 loss: 1.228621 eta: 1 day, 20:51:17 batch_cost: 2.2613 data_cost: 0.0009 ips: 12.3825 images/s [11/18 18:35:40] ppdet.engine INFO: Epoch: [77] [ 880/3251] learning_rate: 0.024429 loss_vfl: 0.772868 loss_bbox: 0.234292 loss_dfl: 0.171988 loss: 1.178338 eta: 1 day, 20:50:33 batch_cost: 2.1630 data_cost: 0.0009 ips: 12.9449 images/s [11/18 18:36:26] ppdet.engine INFO: Epoch: [77] [ 900/3251] learning_rate: 0.024417 loss_vfl: 0.755308 loss_bbox: 0.270675 loss_dfl: 0.179999 loss: 1.195781 eta: 1 day, 20:49:50 batch_cost: 2.2018 data_cost: 0.0010 ips: 12.7171 images/s [11/18 18:37:12] ppdet.engine INFO: Epoch: [77] [ 920/3251] learning_rate: 0.024404 loss_vfl: 0.731809 loss_bbox: 0.267988 loss_dfl: 0.190578 loss: 1.194619 eta: 1 day, 20:49:06 batch_cost: 2.2425 data_cost: 0.0009 ips: 12.4861 images/s [11/18 18:38:00] ppdet.engine INFO: Epoch: [77] [ 940/3251] learning_rate: 0.024391 loss_vfl: 0.767359 loss_bbox: 0.279587 loss_dfl: 0.181899 loss: 1.233749 eta: 1 day, 20:48:23 batch_cost: 2.2514 data_cost: 0.0009 ips: 12.4366 images/s [11/18 18:38:47] ppdet.engine INFO: Epoch: [77] [ 960/3251] learning_rate: 0.024379 loss_vfl: 0.739077 loss_bbox: 0.243946 loss_dfl: 0.170511 loss: 1.162878 eta: 1 day, 20:47:39 batch_cost: 2.1583 data_cost: 0.0010 ips: 12.9734 images/s [11/18 18:39:33] ppdet.engine INFO: Epoch: [77] [ 980/3251] learning_rate: 0.024366 loss_vfl: 0.757260 loss_bbox: 0.244420 loss_dfl: 0.180634 loss: 1.179583 eta: 1 day, 20:46:56 batch_cost: 2.2230 data_cost: 0.0010 ips: 12.5953 images/s [11/18 18:40:19] ppdet.engine INFO: Epoch: [77] [1000/3251] learning_rate: 0.024353 loss_vfl: 0.743964 loss_bbox: 0.264813 loss_dfl: 0.191546 loss: 1.198771 eta: 1 day, 20:46:12 batch_cost: 2.1871 data_cost: 0.0009 ips: 12.8025 images/s [11/18 18:41:06] ppdet.engine INFO: Epoch: [77] [1020/3251] learning_rate: 0.024341 loss_vfl: 0.768673 loss_bbox: 0.261272 loss_dfl: 0.177094 loss: 1.192638 eta: 1 day, 20:45:29 batch_cost: 2.2364 data_cost: 0.0010 ips: 12.5202 images/s [11/18 18:41:54] ppdet.engine INFO: Epoch: [77] [1040/3251] learning_rate: 0.024328 loss_vfl: 0.762121 loss_bbox: 0.224796 loss_dfl: 0.167167 loss: 1.174666 eta: 1 day, 20:44:45 batch_cost: 2.2131 data_cost: 0.0010 ips: 12.6517 images/s [11/18 18:42:41] ppdet.engine INFO: Epoch: [77] [1060/3251] learning_rate: 0.024315 loss_vfl: 0.737098 loss_bbox: 0.272710 loss_dfl: 0.182691 loss: 1.194611 eta: 1 day, 20:44:01 batch_cost: 2.2111 data_cost: 0.0009 ips: 12.6634 images/s [11/18 18:43:27] ppdet.engine INFO: Epoch: [77] [1080/3251] learning_rate: 0.024303 loss_vfl: 0.760909 loss_bbox: 0.242146 loss_dfl: 0.169799 loss: 1.191606 eta: 1 day, 20:43:18 batch_cost: 2.1504 data_cost: 0.0009 ips: 13.0207 images/s [11/18 18:44:14] ppdet.engine INFO: Epoch: [77] [1100/3251] learning_rate: 0.024290 loss_vfl: 0.771846 loss_bbox: 0.236006 loss_dfl: 0.165709 loss: 1.191742 eta: 1 day, 20:42:34 batch_cost: 2.1598 data_cost: 0.0011 ips: 12.9639 images/s [11/18 18:45:00] ppdet.engine INFO: Epoch: [77] [1120/3251] learning_rate: 0.024278 loss_vfl: 0.745696 loss_bbox: 0.244375 loss_dfl: 0.161005 loss: 1.162468 eta: 1 day, 20:41:50 batch_cost: 2.2123 data_cost: 0.0010 ips: 12.6568 images/s [11/18 18:45:48] ppdet.engine INFO: Epoch: [77] [1140/3251] learning_rate: 0.024265 loss_vfl: 0.740280 loss_bbox: 0.263022 loss_dfl: 0.181158 loss: 1.187096 eta: 1 day, 20:41:07 batch_cost: 2.2275 data_cost: 0.0011 ips: 12.5704 images/s [11/18 18:46:34] ppdet.engine INFO: Epoch: [77] [1160/3251] learning_rate: 0.024252 loss_vfl: 0.754474 loss_bbox: 0.288852 loss_dfl: 0.190886 loss: 1.259664 eta: 1 day, 20:40:23 batch_cost: 2.1217 data_cost: 0.0010 ips: 13.1971 images/s [11/18 18:47:21] ppdet.engine INFO: Epoch: [77] [1180/3251] learning_rate: 0.024240 loss_vfl: 0.765817 loss_bbox: 0.239914 loss_dfl: 0.165877 loss: 1.156183 eta: 1 day, 20:39:39 batch_cost: 2.1958 data_cost: 0.0010 ips: 12.7516 images/s [11/18 18:48:08] ppdet.engine INFO: Epoch: [77] [1200/3251] learning_rate: 0.024227 loss_vfl: 0.751641 loss_bbox: 0.257908 loss_dfl: 0.187783 loss: 1.230487 eta: 1 day, 20:38:55 batch_cost: 2.1730 data_cost: 0.0009 ips: 12.8852 images/s [11/18 18:48:56] ppdet.engine INFO: Epoch: [77] [1220/3251] learning_rate: 0.024214 loss_vfl: 0.742759 loss_bbox: 0.267561 loss_dfl: 0.185456 loss: 1.206705 eta: 1 day, 20:38:12 batch_cost: 2.3069 data_cost: 0.0011 ips: 12.1373 images/s [11/18 18:49:42] ppdet.engine INFO: Epoch: [77] [1240/3251] learning_rate: 0.024202 loss_vfl: 0.761193 loss_bbox: 0.308148 loss_dfl: 0.182250 loss: 1.256089 eta: 1 day, 20:37:29 batch_cost: 2.2154 data_cost: 0.0009 ips: 12.6390 images/s [11/18 18:50:29] ppdet.engine INFO: Epoch: [77] [1260/3251] learning_rate: 0.024189 loss_vfl: 0.757589 loss_bbox: 0.254283 loss_dfl: 0.173981 loss: 1.175474 eta: 1 day, 20:36:45 batch_cost: 2.2099 data_cost: 0.0014 ips: 12.6702 images/s [11/18 18:51:16] ppdet.engine INFO: Epoch: [77] [1280/3251] learning_rate: 0.024177 loss_vfl: 0.774015 loss_bbox: 0.264657 loss_dfl: 0.176888 loss: 1.190886 eta: 1 day, 20:36:02 batch_cost: 2.2181 data_cost: 0.0013 ips: 12.6234 images/s [11/18 18:52:02] ppdet.engine INFO: Epoch: [77] [1300/3251] learning_rate: 0.024164 loss_vfl: 0.733680 loss_bbox: 0.241260 loss_dfl: 0.172387 loss: 1.131798 eta: 1 day, 20:35:18 batch_cost: 2.1196 data_cost: 0.0010 ips: 13.2102 images/s [11/18 18:52:47] ppdet.engine INFO: Epoch: [77] [1320/3251] learning_rate: 0.024151 loss_vfl: 0.754188 loss_bbox: 0.235365 loss_dfl: 0.168936 loss: 1.160676 eta: 1 day, 20:34:34 batch_cost: 2.1115 data_cost: 0.0010 ips: 13.2609 images/s [11/18 18:53:34] ppdet.engine INFO: Epoch: [77] [1340/3251] learning_rate: 0.024139 loss_vfl: 0.761873 loss_bbox: 0.235911 loss_dfl: 0.173649 loss: 1.172790 eta: 1 day, 20:33:50 batch_cost: 2.2328 data_cost: 0.0009 ips: 12.5401 images/s [11/18 18:54:21] ppdet.engine INFO: Epoch: [77] [1360/3251] learning_rate: 0.024126 loss_vfl: 0.774814 loss_bbox: 0.247278 loss_dfl: 0.169306 loss: 1.213138 eta: 1 day, 20:33:07 batch_cost: 2.2387 data_cost: 0.0013 ips: 12.5073 images/s [11/18 18:55:08] ppdet.engine INFO: Epoch: [77] [1380/3251] learning_rate: 0.024114 loss_vfl: 0.741960 loss_bbox: 0.256593 loss_dfl: 0.177393 loss: 1.176337 eta: 1 day, 20:32:23 batch_cost: 2.2117 data_cost: 0.0012 ips: 12.6601 images/s [11/18 18:55:54] ppdet.engine INFO: Epoch: [77] [1400/3251] learning_rate: 0.024101 loss_vfl: 0.751328 loss_bbox: 0.278782 loss_dfl: 0.192833 loss: 1.242867 eta: 1 day, 20:31:40 batch_cost: 2.2158 data_cost: 0.0010 ips: 12.6367 images/s [11/18 18:56:43] ppdet.engine INFO: Epoch: [77] [1420/3251] learning_rate: 0.024089 loss_vfl: 0.761376 loss_bbox: 0.247754 loss_dfl: 0.168798 loss: 1.160360 eta: 1 day, 20:30:56 batch_cost: 2.2602 data_cost: 0.0010 ips: 12.3882 images/s [11/18 18:57:29] ppdet.engine INFO: Epoch: [77] [1440/3251] learning_rate: 0.024076 loss_vfl: 0.748996 loss_bbox: 0.275193 loss_dfl: 0.177650 loss: 1.171252 eta: 1 day, 20:30:13 batch_cost: 2.1676 data_cost: 0.0010 ips: 12.9174 images/s [11/18 18:58:16] ppdet.engine INFO: Epoch: [77] [1460/3251] learning_rate: 0.024063 loss_vfl: 0.779362 loss_bbox: 0.249300 loss_dfl: 0.167145 loss: 1.201054 eta: 1 day, 20:29:29 batch_cost: 2.2437 data_cost: 0.0010 ips: 12.4793 images/s [11/18 18:59:03] ppdet.engine INFO: Epoch: [77] [1480/3251] learning_rate: 0.024051 loss_vfl: 0.753548 loss_bbox: 0.246452 loss_dfl: 0.191954 loss: 1.213077 eta: 1 day, 20:28:46 batch_cost: 2.1883 data_cost: 0.0010 ips: 12.7956 images/s [11/18 18:59:48] ppdet.engine INFO: Epoch: [77] [1500/3251] learning_rate: 0.024038 loss_vfl: 0.738055 loss_bbox: 0.247790 loss_dfl: 0.176564 loss: 1.170773 eta: 1 day, 20:28:01 batch_cost: 2.0542 data_cost: 0.0011 ips: 13.6308 images/s [11/18 19:00:35] ppdet.engine INFO: Epoch: [77] [1520/3251] learning_rate: 0.024026 loss_vfl: 0.752342 loss_bbox: 0.228442 loss_dfl: 0.166946 loss: 1.143538 eta: 1 day, 20:27:18 batch_cost: 2.2137 data_cost: 0.0010 ips: 12.6484 images/s [11/18 19:01:22] ppdet.engine INFO: Epoch: [77] [1540/3251] learning_rate: 0.024013 loss_vfl: 0.783847 loss_bbox: 0.265423 loss_dfl: 0.181451 loss: 1.225601 eta: 1 day, 20:26:35 batch_cost: 2.2968 data_cost: 0.0010 ips: 12.1911 images/s [11/18 19:02:08] ppdet.engine INFO: Epoch: [77] [1560/3251] learning_rate: 0.024001 loss_vfl: 0.735421 loss_bbox: 0.253154 loss_dfl: 0.176929 loss: 1.167638 eta: 1 day, 20:25:51 batch_cost: 2.1935 data_cost: 0.0011 ips: 12.7651 images/s [11/18 19:02:54] ppdet.engine INFO: Epoch: [77] [1580/3251] learning_rate: 0.023988 loss_vfl: 0.763863 loss_bbox: 0.254317 loss_dfl: 0.173992 loss: 1.187639 eta: 1 day, 20:25:07 batch_cost: 2.1777 data_cost: 0.0010 ips: 12.8576 images/s [11/18 19:03:42] ppdet.engine INFO: Epoch: [77] [1600/3251] learning_rate: 0.023975 loss_vfl: 0.761268 loss_bbox: 0.245862 loss_dfl: 0.166327 loss: 1.168181 eta: 1 day, 20:24:24 batch_cost: 2.2135 data_cost: 0.0010 ips: 12.6499 images/s [11/18 19:04:28] ppdet.engine INFO: Epoch: [77] [1620/3251] learning_rate: 0.023963 loss_vfl: 0.753018 loss_bbox: 0.237923 loss_dfl: 0.165472 loss: 1.175150 eta: 1 day, 20:23:40 batch_cost: 2.2162 data_cost: 0.0010 ips: 12.6341 images/s [11/18 19:05:14] ppdet.engine INFO: Epoch: [77] [1640/3251] learning_rate: 0.023950 loss_vfl: 0.756315 loss_bbox: 0.247029 loss_dfl: 0.174218 loss: 1.142705 eta: 1 day, 20:22:56 batch_cost: 2.1711 data_cost: 0.0010 ips: 12.8966 images/s [11/18 19:06:02] ppdet.engine INFO: Epoch: [77] [1660/3251] learning_rate: 0.023938 loss_vfl: 0.743938 loss_bbox: 0.223300 loss_dfl: 0.157972 loss: 1.130210 eta: 1 day, 20:22:13 batch_cost: 2.3010 data_cost: 0.0009 ips: 12.1688 images/s [11/18 19:06:48] ppdet.engine INFO: Epoch: [77] [1680/3251] learning_rate: 0.023925 loss_vfl: 0.754244 loss_bbox: 0.223142 loss_dfl: 0.166162 loss: 1.172396 eta: 1 day, 20:21:30 batch_cost: 2.1584 data_cost: 0.0010 ips: 12.9723 images/s [11/18 19:07:37] ppdet.engine INFO: Epoch: [77] [1700/3251] learning_rate: 0.023913 loss_vfl: 0.734984 loss_bbox: 0.243368 loss_dfl: 0.172856 loss: 1.142639 eta: 1 day, 20:20:47 batch_cost: 2.3453 data_cost: 0.0016 ips: 11.9386 images/s [11/18 19:08:23] ppdet.engine INFO: Epoch: [77] [1720/3251] learning_rate: 0.023900 loss_vfl: 0.765135 loss_bbox: 0.260434 loss_dfl: 0.172185 loss: 1.214541 eta: 1 day, 20:20:03 batch_cost: 2.1666 data_cost: 0.0010 ips: 12.9232 images/s [11/18 19:09:09] ppdet.engine INFO: Epoch: [77] [1740/3251] learning_rate: 0.023888 loss_vfl: 0.769738 loss_bbox: 0.250488 loss_dfl: 0.176553 loss: 1.184758 eta: 1 day, 20:19:19 batch_cost: 2.1958 data_cost: 0.0019 ips: 12.7518 images/s [11/18 19:09:53] ppdet.engine INFO: Epoch: [77] [1760/3251] learning_rate: 0.023875 loss_vfl: 0.765897 loss_bbox: 0.253066 loss_dfl: 0.166396 loss: 1.188670 eta: 1 day, 20:18:35 batch_cost: 2.0506 data_cost: 0.0009 ips: 13.6546 images/s [11/18 19:10:39] ppdet.engine INFO: Epoch: [77] [1780/3251] learning_rate: 0.023863 loss_vfl: 0.768698 loss_bbox: 0.268722 loss_dfl: 0.181769 loss: 1.183091 eta: 1 day, 20:17:52 batch_cost: 2.2509 data_cost: 0.0009 ips: 12.4392 images/s [11/18 19:11:28] ppdet.engine INFO: Epoch: [77] [1800/3251] learning_rate: 0.023850 loss_vfl: 0.758680 loss_bbox: 0.260605 loss_dfl: 0.176472 loss: 1.189353 eta: 1 day, 20:17:08 batch_cost: 2.1987 data_cost: 0.0009 ips: 12.7349 images/s [11/18 19:12:14] ppdet.engine INFO: Epoch: [77] [1820/3251] learning_rate: 0.023837 loss_vfl: 0.759342 loss_bbox: 0.242379 loss_dfl: 0.157970 loss: 1.198152 eta: 1 day, 20:16:24 batch_cost: 2.1840 data_cost: 0.0010 ips: 12.8203 images/s [11/18 19:13:00] ppdet.engine INFO: Epoch: [77] [1840/3251] learning_rate: 0.023825 loss_vfl: 0.756875 loss_bbox: 0.259350 loss_dfl: 0.176027 loss: 1.193523 eta: 1 day, 20:15:41 batch_cost: 2.1913 data_cost: 0.0010 ips: 12.7775 images/s [11/18 19:13:48] ppdet.engine INFO: Epoch: [77] [1860/3251] learning_rate: 0.023812 loss_vfl: 0.738757 loss_bbox: 0.272507 loss_dfl: 0.186930 loss: 1.233470 eta: 1 day, 20:14:57 batch_cost: 2.2377 data_cost: 0.0011 ips: 12.5128 images/s [11/18 19:14:35] ppdet.engine INFO: Epoch: [77] [1880/3251] learning_rate: 0.023800 loss_vfl: 0.752720 loss_bbox: 0.252006 loss_dfl: 0.171483 loss: 1.181519 eta: 1 day, 20:14:14 batch_cost: 2.2002 data_cost: 0.0010 ips: 12.7263 images/s [11/18 19:15:22] ppdet.engine INFO: Epoch: [77] [1900/3251] learning_rate: 0.023787 loss_vfl: 0.758969 loss_bbox: 0.248606 loss_dfl: 0.177721 loss: 1.162093 eta: 1 day, 20:13:30 batch_cost: 2.2248 data_cost: 0.0010 ips: 12.5855 images/s [11/18 19:16:11] ppdet.engine INFO: Epoch: [77] [1920/3251] learning_rate: 0.023775 loss_vfl: 0.743269 loss_bbox: 0.280840 loss_dfl: 0.192053 loss: 1.212279 eta: 1 day, 20:12:47 batch_cost: 2.3255 data_cost: 0.0009 ips: 12.0407 images/s [11/18 19:16:57] ppdet.engine INFO: Epoch: [77] [1940/3251] learning_rate: 0.023762 loss_vfl: 0.770452 loss_bbox: 0.260667 loss_dfl: 0.171706 loss: 1.226670 eta: 1 day, 20:12:04 batch_cost: 2.1864 data_cost: 0.0010 ips: 12.8064 images/s [11/18 19:17:43] ppdet.engine INFO: Epoch: [77] [1960/3251] learning_rate: 0.023750 loss_vfl: 0.775656 loss_bbox: 0.259714 loss_dfl: 0.176129 loss: 1.202543 eta: 1 day, 20:11:19 batch_cost: 2.1130 data_cost: 0.0010 ips: 13.2515 images/s [11/18 19:18:32] ppdet.engine INFO: Epoch: [77] [1980/3251] learning_rate: 0.023737 loss_vfl: 0.743684 loss_bbox: 0.274170 loss_dfl: 0.184679 loss: 1.241091 eta: 1 day, 20:10:36 batch_cost: 2.3025 data_cost: 0.0010 ips: 12.1605 images/s [11/18 19:19:20] ppdet.engine INFO: Epoch: [77] [2000/3251] learning_rate: 0.023725 loss_vfl: 0.738471 loss_bbox: 0.278225 loss_dfl: 0.183102 loss: 1.209730 eta: 1 day, 20:09:53 batch_cost: 2.2200 data_cost: 0.0021 ips: 12.6125 images/s [11/18 19:20:08] ppdet.engine INFO: Epoch: [77] [2020/3251] learning_rate: 0.023712 loss_vfl: 0.752519 loss_bbox: 0.226235 loss_dfl: 0.172026 loss: 1.142435 eta: 1 day, 20:09:10 batch_cost: 2.2656 data_cost: 0.0009 ips: 12.3587 images/s [11/18 19:20:55] ppdet.engine INFO: Epoch: [77] [2040/3251] learning_rate: 0.023700 loss_vfl: 0.757349 loss_bbox: 0.274662 loss_dfl: 0.178336 loss: 1.215170 eta: 1 day, 20:08:26 batch_cost: 2.2513 data_cost: 0.0010 ips: 12.4374 images/s [11/18 19:21:42] ppdet.engine INFO: Epoch: [77] [2060/3251] learning_rate: 0.023687 loss_vfl: 0.763749 loss_bbox: 0.253598 loss_dfl: 0.174422 loss: 1.198809 eta: 1 day, 20:07:43 batch_cost: 2.1555 data_cost: 0.0009 ips: 12.9899 images/s [11/18 19:22:29] ppdet.engine INFO: Epoch: [77] [2080/3251] learning_rate: 0.023675 loss_vfl: 0.741986 loss_bbox: 0.242686 loss_dfl: 0.165129 loss: 1.155248 eta: 1 day, 20:06:59 batch_cost: 2.1917 data_cost: 0.0011 ips: 12.7754 images/s [11/18 19:23:15] ppdet.engine INFO: Epoch: [77] [2100/3251] learning_rate: 0.023662 loss_vfl: 0.732647 loss_bbox: 0.272833 loss_dfl: 0.180079 loss: 1.197054 eta: 1 day, 20:06:15 batch_cost: 2.1670 data_cost: 0.0012 ips: 12.9209 images/s [11/18 19:24:00] ppdet.engine INFO: Epoch: [77] [2120/3251] learning_rate: 0.023650 loss_vfl: 0.771911 loss_bbox: 0.282214 loss_dfl: 0.186880 loss: 1.233294 eta: 1 day, 20:05:31 batch_cost: 2.0792 data_cost: 0.0010 ips: 13.4667 images/s [11/18 19:24:50] ppdet.engine INFO: Epoch: [77] [2140/3251] learning_rate: 0.023637 loss_vfl: 0.750414 loss_bbox: 0.276082 loss_dfl: 0.195446 loss: 1.220682 eta: 1 day, 20:04:48 batch_cost: 2.3197 data_cost: 0.0010 ips: 12.0707 images/s [11/18 19:25:38] ppdet.engine INFO: Epoch: [77] [2160/3251] learning_rate: 0.023625 loss_vfl: 0.723817 loss_bbox: 0.215797 loss_dfl: 0.163294 loss: 1.144577 eta: 1 day, 20:04:05 batch_cost: 2.2772 data_cost: 0.0010 ips: 12.2960 images/s [11/18 19:26:26] ppdet.engine INFO: Epoch: [77] [2180/3251] learning_rate: 0.023612 loss_vfl: 0.762357 loss_bbox: 0.274174 loss_dfl: 0.187281 loss: 1.225310 eta: 1 day, 20:03:21 batch_cost: 2.2625 data_cost: 0.0012 ips: 12.3756 images/s [11/18 19:27:13] ppdet.engine INFO: Epoch: [77] [2200/3251] learning_rate: 0.023600 loss_vfl: 0.739442 loss_bbox: 0.208424 loss_dfl: 0.156483 loss: 1.156495 eta: 1 day, 20:02:38 batch_cost: 2.2629 data_cost: 0.0010 ips: 12.3736 images/s [11/18 19:28:01] ppdet.engine INFO: Epoch: [77] [2220/3251] learning_rate: 0.023588 loss_vfl: 0.751369 loss_bbox: 0.253234 loss_dfl: 0.175360 loss: 1.177187 eta: 1 day, 20:01:55 batch_cost: 2.2862 data_cost: 0.0011 ips: 12.2472 images/s [11/18 19:28:46] ppdet.engine INFO: Epoch: [77] [2240/3251] learning_rate: 0.023575 loss_vfl: 0.781463 loss_bbox: 0.243100 loss_dfl: 0.158157 loss: 1.173052 eta: 1 day, 20:01:11 batch_cost: 2.1036 data_cost: 0.0010 ips: 13.3105 images/s [11/18 19:29:34] ppdet.engine INFO: Epoch: [77] [2260/3251] learning_rate: 0.023563 loss_vfl: 0.756227 loss_bbox: 0.250914 loss_dfl: 0.181713 loss: 1.200134 eta: 1 day, 20:00:28 batch_cost: 2.2876 data_cost: 0.0010 ips: 12.2399 images/s [11/18 19:30:20] ppdet.engine INFO: Epoch: [77] [2280/3251] learning_rate: 0.023550 loss_vfl: 0.745072 loss_bbox: 0.279673 loss_dfl: 0.182792 loss: 1.190162 eta: 1 day, 19:59:44 batch_cost: 2.2043 data_cost: 0.0010 ips: 12.7026 images/s [11/18 19:31:08] ppdet.engine INFO: Epoch: [77] [2300/3251] learning_rate: 0.023538 loss_vfl: 0.751191 loss_bbox: 0.276304 loss_dfl: 0.178872 loss: 1.222641 eta: 1 day, 19:59:01 batch_cost: 2.2611 data_cost: 0.0010 ips: 12.3835 images/s [11/18 19:31:55] ppdet.engine INFO: Epoch: [77] [2320/3251] learning_rate: 0.023525 loss_vfl: 0.749208 loss_bbox: 0.265784 loss_dfl: 0.184901 loss: 1.183877 eta: 1 day, 19:58:18 batch_cost: 2.2256 data_cost: 0.0009 ips: 12.5810 images/s [11/18 19:32:42] ppdet.engine INFO: Epoch: [77] [2340/3251] learning_rate: 0.023513 loss_vfl: 0.784786 loss_bbox: 0.244680 loss_dfl: 0.175084 loss: 1.208383 eta: 1 day, 19:57:34 batch_cost: 2.2519 data_cost: 0.0009 ips: 12.4339 images/s [11/18 19:33:30] ppdet.engine INFO: Epoch: [77] [2360/3251] learning_rate: 0.023500 loss_vfl: 0.748756 loss_bbox: 0.256877 loss_dfl: 0.182050 loss: 1.184017 eta: 1 day, 19:56:51 batch_cost: 2.2697 data_cost: 0.0016 ips: 12.3363 images/s [11/18 19:34:17] ppdet.engine INFO: Epoch: [77] [2380/3251] learning_rate: 0.023488 loss_vfl: 0.760461 loss_bbox: 0.231605 loss_dfl: 0.163236 loss: 1.175047 eta: 1 day, 19:56:07 batch_cost: 2.1655 data_cost: 0.0010 ips: 12.9299 images/s [11/18 19:35:04] ppdet.engine INFO: Epoch: [77] [2400/3251] learning_rate: 0.023475 loss_vfl: 0.754523 loss_bbox: 0.280383 loss_dfl: 0.192469 loss: 1.278857 eta: 1 day, 19:55:24 batch_cost: 2.1928 data_cost: 0.0010 ips: 12.7689 images/s [11/18 19:35:50] ppdet.engine INFO: Epoch: [77] [2420/3251] learning_rate: 0.023463 loss_vfl: 0.770565 loss_bbox: 0.235572 loss_dfl: 0.171981 loss: 1.168616 eta: 1 day, 19:54:40 batch_cost: 2.1985 data_cost: 0.0010 ips: 12.7358 images/s [11/18 19:36:41] ppdet.engine INFO: Epoch: [77] [2440/3251] learning_rate: 0.023451 loss_vfl: 0.761734 loss_bbox: 0.254440 loss_dfl: 0.173196 loss: 1.213100 eta: 1 day, 19:53:57 batch_cost: 2.3969 data_cost: 0.0010 ips: 11.6816 images/s [11/18 19:37:30] ppdet.engine INFO: Epoch: [77] [2460/3251] learning_rate: 0.023438 loss_vfl: 0.764235 loss_bbox: 0.249089 loss_dfl: 0.168997 loss: 1.185535 eta: 1 day, 19:53:14 batch_cost: 2.2582 data_cost: 0.0012 ips: 12.3993 images/s [11/18 19:38:16] ppdet.engine INFO: Epoch: [77] [2480/3251] learning_rate: 0.023426 loss_vfl: 0.754642 loss_bbox: 0.249104 loss_dfl: 0.172890 loss: 1.172431 eta: 1 day, 19:52:31 batch_cost: 2.2033 data_cost: 0.0009 ips: 12.7083 images/s [11/18 19:39:05] ppdet.engine INFO: Epoch: [77] [2500/3251] learning_rate: 0.023413 loss_vfl: 0.743390 loss_bbox: 0.293664 loss_dfl: 0.190563 loss: 1.236737 eta: 1 day, 19:51:48 batch_cost: 2.3411 data_cost: 0.0010 ips: 11.9604 images/s [11/18 19:39:51] ppdet.engine INFO: Epoch: [77] [2520/3251] learning_rate: 0.023401 loss_vfl: 0.758902 loss_bbox: 0.268957 loss_dfl: 0.188588 loss: 1.211475 eta: 1 day, 19:51:04 batch_cost: 2.1716 data_cost: 0.0010 ips: 12.8939 images/s [11/18 19:40:40] ppdet.engine INFO: Epoch: [77] [2540/3251] learning_rate: 0.023388 loss_vfl: 0.763507 loss_bbox: 0.252824 loss_dfl: 0.176355 loss: 1.186050 eta: 1 day, 19:50:20 batch_cost: 2.1977 data_cost: 0.0009 ips: 12.7403 images/s [11/18 19:41:25] ppdet.engine INFO: Epoch: [77] [2560/3251] learning_rate: 0.023376 loss_vfl: 0.777444 loss_bbox: 0.274733 loss_dfl: 0.186131 loss: 1.236024 eta: 1 day, 19:49:36 batch_cost: 2.1477 data_cost: 0.0009 ips: 13.0374 images/s [11/18 19:42:11] ppdet.engine INFO: Epoch: [77] [2580/3251] learning_rate: 0.023364 loss_vfl: 0.737442 loss_bbox: 0.248664 loss_dfl: 0.177326 loss: 1.183625 eta: 1 day, 19:48:53 batch_cost: 2.2138 data_cost: 0.0009 ips: 12.6479 images/s [11/18 19:42:58] ppdet.engine INFO: Epoch: [77] [2600/3251] learning_rate: 0.023351 loss_vfl: 0.741667 loss_bbox: 0.261461 loss_dfl: 0.181186 loss: 1.207683 eta: 1 day, 19:48:10 batch_cost: 2.2574 data_cost: 0.0010 ips: 12.4038 images/s [11/18 19:43:48] ppdet.engine INFO: Epoch: [77] [2620/3251] learning_rate: 0.023339 loss_vfl: 0.742112 loss_bbox: 0.246515 loss_dfl: 0.168074 loss: 1.183551 eta: 1 day, 19:47:27 batch_cost: 2.3282 data_cost: 0.0010 ips: 12.0266 images/s [11/18 19:44:34] ppdet.engine INFO: Epoch: [77] [2640/3251] learning_rate: 0.023326 loss_vfl: 0.767575 loss_bbox: 0.251126 loss_dfl: 0.173560 loss: 1.192583 eta: 1 day, 19:46:43 batch_cost: 2.1301 data_cost: 0.0009 ips: 13.1452 images/s [11/18 19:45:20] ppdet.engine INFO: Epoch: [77] [2660/3251] learning_rate: 0.023314 loss_vfl: 0.743550 loss_bbox: 0.244431 loss_dfl: 0.170950 loss: 1.176516 eta: 1 day, 19:45:59 batch_cost: 2.1433 data_cost: 0.0012 ips: 13.0638 images/s [11/18 19:46:04] ppdet.engine INFO: Epoch: [77] [2680/3251] learning_rate: 0.023302 loss_vfl: 0.756024 loss_bbox: 0.228262 loss_dfl: 0.158989 loss: 1.169338 eta: 1 day, 19:45:14 batch_cost: 2.0575 data_cost: 0.0010 ips: 13.6091 images/s [11/18 19:46:52] ppdet.engine INFO: Epoch: [77] [2700/3251] learning_rate: 0.023289 loss_vfl: 0.764592 loss_bbox: 0.270987 loss_dfl: 0.181626 loss: 1.236071 eta: 1 day, 19:44:31 batch_cost: 2.3205 data_cost: 0.0011 ips: 12.0666 images/s [11/18 19:47:39] ppdet.engine INFO: Epoch: [77] [2720/3251] learning_rate: 0.023277 loss_vfl: 0.770186 loss_bbox: 0.228489 loss_dfl: 0.170426 loss: 1.170958 eta: 1 day, 19:43:48 batch_cost: 2.1957 data_cost: 0.0010 ips: 12.7522 images/s [11/18 19:48:29] ppdet.engine INFO: Epoch: [77] [2740/3251] learning_rate: 0.023264 loss_vfl: 0.744165 loss_bbox: 0.266271 loss_dfl: 0.188571 loss: 1.188113 eta: 1 day, 19:43:05 batch_cost: 2.3686 data_cost: 0.0010 ips: 11.8212 images/s [11/18 19:49:14] ppdet.engine INFO: Epoch: [77] [2760/3251] learning_rate: 0.023252 loss_vfl: 0.757450 loss_bbox: 0.284804 loss_dfl: 0.187282 loss: 1.228273 eta: 1 day, 19:42:21 batch_cost: 2.1307 data_cost: 0.0010 ips: 13.1410 images/s [11/18 19:50:00] ppdet.engine INFO: Epoch: [77] [2780/3251] learning_rate: 0.023240 loss_vfl: 0.745742 loss_bbox: 0.302108 loss_dfl: 0.198265 loss: 1.250361 eta: 1 day, 19:41:37 batch_cost: 2.1650 data_cost: 0.0009 ips: 12.9328 images/s [11/18 19:50:48] ppdet.engine INFO: Epoch: [77] [2800/3251] learning_rate: 0.023227 loss_vfl: 0.752772 loss_bbox: 0.289122 loss_dfl: 0.201519 loss: 1.245410 eta: 1 day, 19:40:54 batch_cost: 2.2203 data_cost: 0.0020 ips: 12.6108 images/s [11/18 19:51:35] ppdet.engine INFO: Epoch: [77] [2820/3251] learning_rate: 0.023215 loss_vfl: 0.733739 loss_bbox: 0.269360 loss_dfl: 0.186685 loss: 1.172157 eta: 1 day, 19:40:10 batch_cost: 2.2025 data_cost: 0.0011 ips: 12.7126 images/s [11/18 19:52:21] ppdet.engine INFO: Epoch: [77] [2840/3251] learning_rate: 0.023202 loss_vfl: 0.754960 loss_bbox: 0.268337 loss_dfl: 0.172426 loss: 1.187764 eta: 1 day, 19:39:26 batch_cost: 2.1715 data_cost: 0.0010 ips: 12.8943 images/s [11/18 19:53:08] ppdet.engine INFO: Epoch: [77] [2860/3251] learning_rate: 0.023190 loss_vfl: 0.732848 loss_bbox: 0.261754 loss_dfl: 0.179085 loss: 1.173822 eta: 1 day, 19:38:43 batch_cost: 2.1977 data_cost: 0.0010 ips: 12.7407 images/s [11/18 19:53:55] ppdet.engine INFO: Epoch: [77] [2880/3251] learning_rate: 0.023178 loss_vfl: 0.773928 loss_bbox: 0.250874 loss_dfl: 0.169324 loss: 1.171184 eta: 1 day, 19:37:59 batch_cost: 2.2233 data_cost: 0.0010 ips: 12.5938 images/s [11/18 19:54:41] ppdet.engine INFO: Epoch: [77] [2900/3251] learning_rate: 0.023165 loss_vfl: 0.742971 loss_bbox: 0.245623 loss_dfl: 0.160667 loss: 1.154451 eta: 1 day, 19:37:16 batch_cost: 2.1656 data_cost: 0.0015 ips: 12.9291 images/s [11/18 19:55:26] ppdet.engine INFO: Epoch: [77] [2920/3251] learning_rate: 0.023153 loss_vfl: 0.771222 loss_bbox: 0.247272 loss_dfl: 0.171472 loss: 1.187249 eta: 1 day, 19:36:31 batch_cost: 2.1131 data_cost: 0.0017 ips: 13.2507 images/s [11/18 19:56:14] ppdet.engine INFO: Epoch: [77] [2940/3251] learning_rate: 0.023141 loss_vfl: 0.768902 loss_bbox: 0.246009 loss_dfl: 0.172947 loss: 1.199613 eta: 1 day, 19:35:48 batch_cost: 2.2722 data_cost: 0.0010 ips: 12.3229 images/s [11/18 19:57:01] ppdet.engine INFO: Epoch: [77] [2960/3251] learning_rate: 0.023128 loss_vfl: 0.777894 loss_bbox: 0.248206 loss_dfl: 0.176319 loss: 1.190757 eta: 1 day, 19:35:04 batch_cost: 2.1406 data_cost: 0.0009 ips: 13.0806 images/s [11/18 19:57:50] ppdet.engine INFO: Epoch: [77] [2980/3251] learning_rate: 0.023116 loss_vfl: 0.755344 loss_bbox: 0.239361 loss_dfl: 0.162994 loss: 1.180255 eta: 1 day, 19:34:21 batch_cost: 2.3222 data_cost: 0.0009 ips: 12.0574 images/s [11/18 19:58:37] ppdet.engine INFO: Epoch: [77] [3000/3251] learning_rate: 0.023104 loss_vfl: 0.776571 loss_bbox: 0.240165 loss_dfl: 0.169377 loss: 1.193869 eta: 1 day, 19:33:38 batch_cost: 2.1593 data_cost: 0.0010 ips: 12.9670 images/s [11/18 19:59:24] ppdet.engine INFO: Epoch: [77] [3020/3251] learning_rate: 0.023091 loss_vfl: 0.753468 loss_bbox: 0.265074 loss_dfl: 0.179507 loss: 1.194811 eta: 1 day, 19:32:54 batch_cost: 2.2562 data_cost: 0.0009 ips: 12.4103 images/s [11/18 20:00:10] ppdet.engine INFO: Epoch: [77] [3040/3251] learning_rate: 0.023079 loss_vfl: 0.753966 loss_bbox: 0.254041 loss_dfl: 0.179123 loss: 1.240452 eta: 1 day, 19:32:11 batch_cost: 2.1835 data_cost: 0.0011 ips: 12.8235 images/s [11/18 20:00:58] ppdet.engine INFO: Epoch: [77] [3060/3251] learning_rate: 0.023066 loss_vfl: 0.769157 loss_bbox: 0.278109 loss_dfl: 0.186499 loss: 1.225288 eta: 1 day, 19:31:27 batch_cost: 2.2607 data_cost: 0.0015 ips: 12.3855 images/s [11/18 20:01:45] ppdet.engine INFO: Epoch: [77] [3080/3251] learning_rate: 0.023054 loss_vfl: 0.761461 loss_bbox: 0.282200 loss_dfl: 0.185451 loss: 1.230759 eta: 1 day, 19:30:44 batch_cost: 2.2031 data_cost: 0.0010 ips: 12.7096 images/s [11/18 20:02:32] ppdet.engine INFO: Epoch: [77] [3100/3251] learning_rate: 0.023042 loss_vfl: 0.763576 loss_bbox: 0.234738 loss_dfl: 0.166464 loss: 1.194731 eta: 1 day, 19:30:00 batch_cost: 2.2355 data_cost: 0.0012 ips: 12.5253 images/s [11/18 20:03:19] ppdet.engine INFO: Epoch: [77] [3120/3251] learning_rate: 0.023029 loss_vfl: 0.765662 loss_bbox: 0.270951 loss_dfl: 0.188852 loss: 1.200828 eta: 1 day, 19:29:17 batch_cost: 2.2071 data_cost: 0.0015 ips: 12.6866 images/s [11/18 20:04:04] ppdet.engine INFO: Epoch: [77] [3140/3251] learning_rate: 0.023017 loss_vfl: 0.773146 loss_bbox: 0.259202 loss_dfl: 0.167882 loss: 1.217532 eta: 1 day, 19:28:33 batch_cost: 2.0972 data_cost: 0.0012 ips: 13.3509 images/s [11/18 20:04:52] ppdet.engine INFO: Epoch: [77] [3160/3251] learning_rate: 0.023005 loss_vfl: 0.749593 loss_bbox: 0.255448 loss_dfl: 0.177509 loss: 1.194147 eta: 1 day, 19:27:49 batch_cost: 2.2927 data_cost: 0.0009 ips: 12.2128 images/s [11/18 20:05:40] ppdet.engine INFO: Epoch: [77] [3180/3251] learning_rate: 0.022992 loss_vfl: 0.743699 loss_bbox: 0.243635 loss_dfl: 0.170450 loss: 1.168790 eta: 1 day, 19:27:06 batch_cost: 2.1794 data_cost: 0.0010 ips: 12.8474 images/s [11/18 20:06:26] ppdet.engine INFO: Epoch: [77] [3200/3251] learning_rate: 0.022980 loss_vfl: 0.732134 loss_bbox: 0.246663 loss_dfl: 0.175574 loss: 1.166651 eta: 1 day, 19:26:22 batch_cost: 2.2099 data_cost: 0.0010 ips: 12.6703 images/s [11/18 20:07:14] ppdet.engine INFO: Epoch: [77] [3220/3251] learning_rate: 0.022968 loss_vfl: 0.751614 loss_bbox: 0.301954 loss_dfl: 0.203698 loss: 1.250851 eta: 1 day, 19:25:38 batch_cost: 2.0580 data_cost: 0.0012 ips: 13.6055 images/s [11/18 20:08:00] ppdet.engine INFO: Epoch: [77] [3240/3251] learning_rate: 0.022955 loss_vfl: 0.791489 loss_bbox: 0.270846 loss_dfl: 0.180818 loss: 1.237283 eta: 1 day, 19:24:54 batch_cost: 2.1244 data_cost: 0.0014 ips: 13.1803 images/s [11/18 20:08:19] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_lcnet_2_5x_640_mainbody [11/18 20:08:20] ppdet.engine INFO: Eval iter: 0 [11/18 20:09:08] ppdet.engine INFO: Eval iter: 100 [11/18 20:09:37] ppdet.engine INFO: Eval iter: 200 [11/18 20:10:05] ppdet.engine INFO: Eval iter: 300 [11/18 20:10:32] ppdet.engine INFO: Eval iter: 400 [11/18 20:11:00] ppdet.engine INFO: Eval iter: 500 [11/18 20:11:27] ppdet.engine INFO: Eval iter: 600 [11/18 20:11:54] ppdet.engine INFO: Eval iter: 700 [11/18 20:12:21] ppdet.engine INFO: Eval iter: 800 [11/18 20:12:48] ppdet.engine INFO: Eval iter: 900 [11/18 20:13:14] ppdet.engine INFO: Eval iter: 1000 [11/18 20:13:40] ppdet.engine INFO: Eval iter: 1100 [11/18 20:14:05] ppdet.engine INFO: Eval iter: 1200 [11/18 20:14:32] ppdet.engine INFO: Eval iter: 1300 [11/18 20:14:59] ppdet.engine INFO: Eval iter: 1400 [11/18 20:15:27] ppdet.engine INFO: Eval iter: 1500 [11/18 20:15:54] ppdet.engine INFO: Eval iter: 1600 [11/18 20:16:21] ppdet.engine INFO: Eval iter: 1700 [11/18 20:16:48] ppdet.engine INFO: Eval iter: 1800 [11/18 20:17:15] ppdet.engine INFO: Eval iter: 1900 [11/18 20:17:42] ppdet.engine INFO: Eval iter: 2000 [11/18 20:18:09] ppdet.engine INFO: Eval iter: 2100 [11/18 20:18:36] ppdet.engine INFO: Eval iter: 2200 [11/18 20:19:03] ppdet.engine INFO: Eval iter: 2300 [11/18 20:20:05] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json. loading annotations into memory... Done (t=1.20s) creating index... index created! [11/18 20:20:07] ppdet.metrics.coco_utils INFO: Start evaluate... Loading and preparing results... DONE (t=17.43s) creating index... index created! Running per image evaluation... Evaluate annotation type *bbox* DONE (t=362.85s). Accumulating evaluation results... DONE (t=28.54s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.399 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.594 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.425 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.233 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.468 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.508 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.084 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.398 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.609 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.373 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.637 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.761 [11/18 20:26:59] ppdet.engine INFO: Total sample number: 19074, averge FPS: 28.48136136044779 [11/18 20:26:59] ppdet.engine INFO: Best test bbox ap is 0.415. [11/18 20:27:01] ppdet.engine INFO: Epoch: [78] [ 0/3251] learning_rate: 0.022949 loss_vfl: 0.759330 loss_bbox: 0.291581 loss_dfl: 0.200534 loss: 1.225168 eta: 1 day, 19:24:26 batch_cost: 1.4664 data_cost: 0.0013 ips: 19.0942 images/s [11/18 20:27:47] ppdet.engine INFO: Epoch: [78] [ 20/3251] learning_rate: 0.022936 loss_vfl: 0.755692 loss_bbox: 0.252386 loss_dfl: 0.174467 loss: 1.178033 eta: 1 day, 19:23:41 batch_cost: 2.0585 data_cost: 0.0014 ips: 13.6022 images/s [11/18 20:28:36] ppdet.engine INFO: Epoch: [78] [ 40/3251] learning_rate: 0.022924 loss_vfl: 0.722951 loss_bbox: 0.246781 loss_dfl: 0.166750 loss: 1.173506 eta: 1 day, 19:22:58 batch_cost: 2.3189 data_cost: 0.0010 ips: 12.0749 images/s [11/18 20:29:26] ppdet.engine INFO: Epoch: [78] [ 60/3251] learning_rate: 0.022912 loss_vfl: 0.784001 loss_bbox: 0.259222 loss_dfl: 0.174913 loss: 1.222179 eta: 1 day, 19:22:16 batch_cost: 2.3431 data_cost: 0.0010 ips: 11.9497 images/s [11/18 20:30:14] ppdet.engine INFO: Epoch: [78] [ 80/3251] learning_rate: 0.022899 loss_vfl: 0.756401 loss_bbox: 0.271311 loss_dfl: 0.173924 loss: 1.202056 eta: 1 day, 19:21:32 batch_cost: 2.2289 data_cost: 0.0015 ips: 12.5622 images/s [11/18 20:31:00] ppdet.engine INFO: Epoch: [78] [ 100/3251] learning_rate: 0.022887 loss_vfl: 0.777251 loss_bbox: 0.256619 loss_dfl: 0.178309 loss: 1.238575 eta: 1 day, 19:20:48 batch_cost: 2.1466 data_cost: 0.0016 ips: 13.0441 images/s [11/18 20:31:48] ppdet.engine INFO: Epoch: [78] [ 120/3251] learning_rate: 0.022875 loss_vfl: 0.774777 loss_bbox: 0.234825 loss_dfl: 0.175478 loss: 1.182891 eta: 1 day, 19:20:05 batch_cost: 2.2306 data_cost: 0.0010 ips: 12.5529 images/s [11/18 20:32:34] ppdet.engine INFO: Epoch: [78] [ 140/3251] learning_rate: 0.022863 loss_vfl: 0.742903 loss_bbox: 0.243541 loss_dfl: 0.171106 loss: 1.171569 eta: 1 day, 19:19:21 batch_cost: 2.1897 data_cost: 0.0010 ips: 12.7869 images/s [11/18 20:33:25] ppdet.engine INFO: Epoch: [78] [ 160/3251] learning_rate: 0.022850 loss_vfl: 0.771937 loss_bbox: 0.250500 loss_dfl: 0.172076 loss: 1.200286 eta: 1 day, 19:18:38 batch_cost: 2.3811 data_cost: 0.0012 ips: 11.7590 images/s [11/18 20:34:11] ppdet.engine INFO: Epoch: [78] [ 180/3251] learning_rate: 0.022838 loss_vfl: 0.745541 loss_bbox: 0.254065 loss_dfl: 0.174096 loss: 1.159061 eta: 1 day, 19:17:55 batch_cost: 2.2233 data_cost: 0.0010 ips: 12.5940 images/s [11/18 20:34:58] ppdet.engine INFO: Epoch: [78] [ 200/3251] learning_rate: 0.022826 loss_vfl: 0.759364 loss_bbox: 0.262053 loss_dfl: 0.172831 loss: 1.199165 eta: 1 day, 19:17:11 batch_cost: 2.1906 data_cost: 0.0010 ips: 12.7819 images/s [11/18 20:35:43] ppdet.engine INFO: Epoch: [78] [ 220/3251] learning_rate: 0.022813 loss_vfl: 0.750656 loss_bbox: 0.270692 loss_dfl: 0.178211 loss: 1.228653 eta: 1 day, 19:16:27 batch_cost: 2.1487 data_cost: 0.0009 ips: 13.0310 images/s [11/18 20:36:28] ppdet.engine INFO: Epoch: [78] [ 240/3251] learning_rate: 0.022801 loss_vfl: 0.776713 loss_bbox: 0.254572 loss_dfl: 0.177417 loss: 1.216058 eta: 1 day, 19:15:43 batch_cost: 2.1201 data_cost: 0.0009 ips: 13.2072 images/s [11/18 20:37:15] ppdet.engine INFO: Epoch: [78] [ 260/3251] learning_rate: 0.022789 loss_vfl: 0.743755 loss_bbox: 0.236136 loss_dfl: 0.167354 loss: 1.155147 eta: 1 day, 19:15:00 batch_cost: 2.2259 data_cost: 0.0010 ips: 12.5794 images/s [11/18 20:38:05] ppdet.engine INFO: Epoch: [78] [ 280/3251] learning_rate: 0.022776 loss_vfl: 0.763681 loss_bbox: 0.254077 loss_dfl: 0.179175 loss: 1.221488 eta: 1 day, 19:14:17 batch_cost: 2.3297 data_cost: 0.0009 ips: 12.0187 images/s [11/18 20:38:52] ppdet.engine INFO: Epoch: [78] [ 300/3251] learning_rate: 0.022764 loss_vfl: 0.744674 loss_bbox: 0.256767 loss_dfl: 0.186822 loss: 1.177387 eta: 1 day, 19:13:34 batch_cost: 2.2255 data_cost: 0.0010 ips: 12.5816 images/s [11/18 20:39:38] ppdet.engine INFO: Epoch: [78] [ 320/3251] learning_rate: 0.022752 loss_vfl: 0.764507 loss_bbox: 0.247851 loss_dfl: 0.169399 loss: 1.214842 eta: 1 day, 19:12:50 batch_cost: 2.2192 data_cost: 0.0009 ips: 12.6172 images/s [11/18 20:40:26] ppdet.engine INFO: Epoch: [78] [ 340/3251] learning_rate: 0.022740 loss_vfl: 0.776461 loss_bbox: 0.251349 loss_dfl: 0.170358 loss: 1.198272 eta: 1 day, 19:12:07 batch_cost: 2.2790 data_cost: 0.0009 ips: 12.2860 images/s [11/18 20:41:14] ppdet.engine INFO: Epoch: [78] [ 360/3251] learning_rate: 0.022727 loss_vfl: 0.751669 loss_bbox: 0.250761 loss_dfl: 0.178871 loss: 1.203403 eta: 1 day, 19:11:24 batch_cost: 2.2799 data_cost: 0.0017 ips: 12.2814 images/s [11/18 20:42:02] ppdet.engine INFO: Epoch: [78] [ 380/3251] learning_rate: 0.022715 loss_vfl: 0.769001 loss_bbox: 0.282901 loss_dfl: 0.194955 loss: 1.248554 eta: 1 day, 19:10:40 batch_cost: 2.2559 data_cost: 0.0010 ips: 12.4121 images/s [11/18 20:42:51] ppdet.engine INFO: Epoch: [78] [ 400/3251] learning_rate: 0.022703 loss_vfl: 0.764398 loss_bbox: 0.273282 loss_dfl: 0.181665 loss: 1.201221 eta: 1 day, 19:09:57 batch_cost: 2.3249 data_cost: 0.0011 ips: 12.0434 images/s [11/18 20:43:36] ppdet.engine INFO: Epoch: [78] [ 420/3251] learning_rate: 0.022691 loss_vfl: 0.747185 loss_bbox: 0.249228 loss_dfl: 0.174236 loss: 1.173102 eta: 1 day, 19:09:13 batch_cost: 2.0146 data_cost: 0.0009 ips: 13.8985 images/s [11/18 20:44:23] ppdet.engine INFO: Epoch: [78] [ 440/3251] learning_rate: 0.022678 loss_vfl: 0.754702 loss_bbox: 0.244757 loss_dfl: 0.172860 loss: 1.177974 eta: 1 day, 19:08:29 batch_cost: 2.2468 data_cost: 0.0011 ips: 12.4621 images/s [11/18 20:45:09] ppdet.engine INFO: Epoch: [78] [ 460/3251] learning_rate: 0.022666 loss_vfl: 0.763243 loss_bbox: 0.242920 loss_dfl: 0.175351 loss: 1.192542 eta: 1 day, 19:07:45 batch_cost: 2.1348 data_cost: 0.0009 ips: 13.1158 images/s [11/18 20:45:58] ppdet.engine INFO: Epoch: [78] [ 480/3251] learning_rate: 0.022654 loss_vfl: 0.770449 loss_bbox: 0.232716 loss_dfl: 0.171033 loss: 1.148141 eta: 1 day, 19:07:02 batch_cost: 2.2365 data_cost: 0.0010 ips: 12.5195 images/s [11/18 20:46:46] ppdet.engine INFO: Epoch: [78] [ 500/3251] learning_rate: 0.022642 loss_vfl: 0.735797 loss_bbox: 0.283663 loss_dfl: 0.190638 loss: 1.208928 eta: 1 day, 19:06:19 batch_cost: 2.2336 data_cost: 0.0011 ips: 12.5358 images/s [11/18 20:47:32] ppdet.engine INFO: Epoch: [78] [ 520/3251] learning_rate: 0.022629 loss_vfl: 0.736812 loss_bbox: 0.271613 loss_dfl: 0.171255 loss: 1.163621 eta: 1 day, 19:05:35 batch_cost: 2.2301 data_cost: 0.0010 ips: 12.5555 images/s [11/18 20:48:21] ppdet.engine INFO: Epoch: [78] [ 540/3251] learning_rate: 0.022617 loss_vfl: 0.763595 loss_bbox: 0.277670 loss_dfl: 0.186331 loss: 1.239243 eta: 1 day, 19:04:52 batch_cost: 2.3332 data_cost: 0.0009 ips: 12.0007 images/s [11/18 20:49:08] ppdet.engine INFO: Epoch: [78] [ 560/3251] learning_rate: 0.022605 loss_vfl: 0.735367 loss_bbox: 0.270780 loss_dfl: 0.174556 loss: 1.183260 eta: 1 day, 19:04:09 batch_cost: 2.2675 data_cost: 0.0010 ips: 12.3482 images/s [11/18 20:49:56] ppdet.engine INFO: Epoch: [78] [ 580/3251] learning_rate: 0.022593 loss_vfl: 0.755899 loss_bbox: 0.268629 loss_dfl: 0.185176 loss: 1.224745 eta: 1 day, 19:03:26 batch_cost: 2.3141 data_cost: 0.0011 ips: 12.0996 images/s [11/18 20:50:43] ppdet.engine INFO: Epoch: [78] [ 600/3251] learning_rate: 0.022580 loss_vfl: 0.761622 loss_bbox: 0.250694 loss_dfl: 0.159889 loss: 1.120487 eta: 1 day, 19:02:42 batch_cost: 2.1411 data_cost: 0.0011 ips: 13.0774 images/s [11/18 20:51:30] ppdet.engine INFO: Epoch: [78] [ 620/3251] learning_rate: 0.022568 loss_vfl: 0.756076 loss_bbox: 0.246237 loss_dfl: 0.174666 loss: 1.182774 eta: 1 day, 19:01:59 batch_cost: 2.2077 data_cost: 0.0010 ips: 12.6830 images/s [11/18 20:52:19] ppdet.engine INFO: Epoch: [78] [ 640/3251] learning_rate: 0.022556 loss_vfl: 0.765353 loss_bbox: 0.262457 loss_dfl: 0.176116 loss: 1.230665 eta: 1 day, 19:01:16 batch_cost: 2.2987 data_cost: 0.0010 ips: 12.1808 images/s [11/18 20:53:06] ppdet.engine INFO: Epoch: [78] [ 660/3251] learning_rate: 0.022544 loss_vfl: 0.741458 loss_bbox: 0.253983 loss_dfl: 0.180540 loss: 1.122954 eta: 1 day, 19:00:32 batch_cost: 2.2841 data_cost: 0.0016 ips: 12.2589 images/s [11/18 20:53:52] ppdet.engine INFO: Epoch: [78] [ 680/3251] learning_rate: 0.022531 loss_vfl: 0.746614 loss_bbox: 0.322507 loss_dfl: 0.211203 loss: 1.279319 eta: 1 day, 18:59:49 batch_cost: 2.1926 data_cost: 0.0011 ips: 12.7701 images/s [11/18 20:54:39] ppdet.engine INFO: Epoch: [78] [ 700/3251] learning_rate: 0.022519 loss_vfl: 0.775108 loss_bbox: 0.232376 loss_dfl: 0.164208 loss: 1.186342 eta: 1 day, 18:59:05 batch_cost: 2.2398 data_cost: 0.0011 ips: 12.5009 images/s [11/18 20:55:28] ppdet.engine INFO: Epoch: [78] [ 720/3251] learning_rate: 0.022507 loss_vfl: 0.764429 loss_bbox: 0.283877 loss_dfl: 0.190352 loss: 1.252943 eta: 1 day, 18:58:22 batch_cost: 2.2463 data_cost: 0.0010 ips: 12.4647 images/s [11/18 20:56:15] ppdet.engine INFO: Epoch: [78] [ 740/3251] learning_rate: 0.022495 loss_vfl: 0.726381 loss_bbox: 0.277761 loss_dfl: 0.189606 loss: 1.202033 eta: 1 day, 18:57:38 batch_cost: 2.1792 data_cost: 0.0010 ips: 12.8487 images/s [11/18 20:57:03] ppdet.engine INFO: Epoch: [78] [ 760/3251] learning_rate: 0.022483 loss_vfl: 0.746169 loss_bbox: 0.277986 loss_dfl: 0.194526 loss: 1.251076 eta: 1 day, 18:56:55 batch_cost: 2.3012 data_cost: 0.0010 ips: 12.1673 images/s [11/18 20:57:51] ppdet.engine INFO: Epoch: [78] [ 780/3251] learning_rate: 0.022470 loss_vfl: 0.748569 loss_bbox: 0.275194 loss_dfl: 0.179739 loss: 1.195890 eta: 1 day, 18:56:12 batch_cost: 2.2870 data_cost: 0.0012 ips: 12.2429 images/s [11/18 20:58:38] ppdet.engine INFO: Epoch: [78] [ 800/3251] learning_rate: 0.022458 loss_vfl: 0.742430 loss_bbox: 0.282782 loss_dfl: 0.194084 loss: 1.206969 eta: 1 day, 18:55:29 batch_cost: 2.2195 data_cost: 0.0010 ips: 12.6157 images/s [11/18 20:59:26] ppdet.engine INFO: Epoch: [78] [ 820/3251] learning_rate: 0.022446 loss_vfl: 0.765365 loss_bbox: 0.272296 loss_dfl: 0.182262 loss: 1.242002 eta: 1 day, 18:54:45 batch_cost: 2.2417 data_cost: 0.0012 ips: 12.4903 images/s [11/18 21:00:11] ppdet.engine INFO: Epoch: [78] [ 840/3251] learning_rate: 0.022434 loss_vfl: 0.773089 loss_bbox: 0.255142 loss_dfl: 0.187122 loss: 1.230125 eta: 1 day, 18:54:01 batch_cost: 2.1770 data_cost: 0.0009 ips: 12.8616 images/s [11/18 21:00:59] ppdet.engine INFO: Epoch: [78] [ 860/3251] learning_rate: 0.022422 loss_vfl: 0.734119 loss_bbox: 0.259626 loss_dfl: 0.184873 loss: 1.187345 eta: 1 day, 18:53:18 batch_cost: 2.2097 data_cost: 0.0010 ips: 12.6716 images/s [11/18 21:01:46] ppdet.engine INFO: Epoch: [78] [ 880/3251] learning_rate: 0.022409 loss_vfl: 0.749440 loss_bbox: 0.263587 loss_dfl: 0.179948 loss: 1.201841 eta: 1 day, 18:52:34 batch_cost: 2.2348 data_cost: 0.0012 ips: 12.5292 images/s [11/18 21:02:32] ppdet.engine INFO: Epoch: [78] [ 900/3251] learning_rate: 0.022397 loss_vfl: 0.754315 loss_bbox: 0.257117 loss_dfl: 0.173740 loss: 1.176881 eta: 1 day, 18:51:51 batch_cost: 2.1737 data_cost: 0.0010 ips: 12.8812 images/s [11/18 21:03:19] ppdet.engine INFO: Epoch: [78] [ 920/3251] learning_rate: 0.022385 loss_vfl: 0.758555 loss_bbox: 0.275059 loss_dfl: 0.197978 loss: 1.251108 eta: 1 day, 18:51:06 batch_cost: 2.0996 data_cost: 0.0010 ips: 13.3361 images/s [11/18 21:04:06] ppdet.engine INFO: Epoch: [78] [ 940/3251] learning_rate: 0.022373 loss_vfl: 0.762918 loss_bbox: 0.248662 loss_dfl: 0.174631 loss: 1.177925 eta: 1 day, 18:50:23 batch_cost: 2.1924 data_cost: 0.0010 ips: 12.7714 images/s [11/18 21:04:51] ppdet.engine INFO: Epoch: [78] [ 960/3251] learning_rate: 0.022361 loss_vfl: 0.738956 loss_bbox: 0.267406 loss_dfl: 0.184992 loss: 1.217411 eta: 1 day, 18:49:39 batch_cost: 2.1029 data_cost: 0.0010 ips: 13.3147 images/s [11/18 21:05:39] ppdet.engine INFO: Epoch: [78] [ 980/3251] learning_rate: 0.022348 loss_vfl: 0.735893 loss_bbox: 0.256604 loss_dfl: 0.172655 loss: 1.183271 eta: 1 day, 18:48:55 batch_cost: 2.2781 data_cost: 0.0015 ips: 12.2907 images/s [11/18 21:06:27] ppdet.engine INFO: Epoch: [78] [1000/3251] learning_rate: 0.022336 loss_vfl: 0.734811 loss_bbox: 0.250785 loss_dfl: 0.166438 loss: 1.176814 eta: 1 day, 18:48:12 batch_cost: 2.2183 data_cost: 0.0010 ips: 12.6220 images/s [11/18 21:07:15] ppdet.engine INFO: Epoch: [78] [1020/3251] learning_rate: 0.022324 loss_vfl: 0.765179 loss_bbox: 0.238656 loss_dfl: 0.166331 loss: 1.224149 eta: 1 day, 18:47:29 batch_cost: 2.3091 data_cost: 0.0010 ips: 12.1257 images/s [11/18 21:08:01] ppdet.engine INFO: Epoch: [78] [1040/3251] learning_rate: 0.022312 loss_vfl: 0.749405 loss_bbox: 0.232434 loss_dfl: 0.162802 loss: 1.159639 eta: 1 day, 18:46:45 batch_cost: 2.1653 data_cost: 0.0009 ips: 12.9313 images/s [11/18 21:08:48] ppdet.engine INFO: Epoch: [78] [1060/3251] learning_rate: 0.022300 loss_vfl: 0.759711 loss_bbox: 0.257563 loss_dfl: 0.176093 loss: 1.188422 eta: 1 day, 18:46:02 batch_cost: 2.2677 data_cost: 0.0010 ips: 12.3471 images/s [11/18 21:09:33] ppdet.engine INFO: Epoch: [78] [1080/3251] learning_rate: 0.022288 loss_vfl: 0.761877 loss_bbox: 0.282194 loss_dfl: 0.183696 loss: 1.240099 eta: 1 day, 18:45:18 batch_cost: 2.0786 data_cost: 0.0009 ips: 13.4704 images/s [11/18 21:10:21] ppdet.engine INFO: Epoch: [78] [1100/3251] learning_rate: 0.022275 loss_vfl: 0.746839 loss_bbox: 0.265298 loss_dfl: 0.183748 loss: 1.190593 eta: 1 day, 18:44:34 batch_cost: 2.1995 data_cost: 0.0010 ips: 12.7301 images/s [11/18 21:11:08] ppdet.engine INFO: Epoch: [78] [1120/3251] learning_rate: 0.022263 loss_vfl: 0.766656 loss_bbox: 0.255992 loss_dfl: 0.171721 loss: 1.161168 eta: 1 day, 18:43:50 batch_cost: 2.2249 data_cost: 0.0010 ips: 12.5850 images/s [11/18 21:11:53] ppdet.engine INFO: Epoch: [78] [1140/3251] learning_rate: 0.022251 loss_vfl: 0.759048 loss_bbox: 0.249493 loss_dfl: 0.164307 loss: 1.156102 eta: 1 day, 18:43:07 batch_cost: 2.1432 data_cost: 0.0022 ips: 13.0646 images/s [11/18 21:12:39] ppdet.engine INFO: Epoch: [78] [1160/3251] learning_rate: 0.022239 loss_vfl: 0.734420 loss_bbox: 0.254115 loss_dfl: 0.185836 loss: 1.189066 eta: 1 day, 18:42:23 batch_cost: 2.2014 data_cost: 0.0009 ips: 12.7190 images/s [11/18 21:13:25] ppdet.engine INFO: Epoch: [78] [1180/3251] learning_rate: 0.022227 loss_vfl: 0.735934 loss_bbox: 0.242693 loss_dfl: 0.169858 loss: 1.167310 eta: 1 day, 18:41:39 batch_cost: 2.0621 data_cost: 0.0010 ips: 13.5785 images/s [11/18 21:14:14] ppdet.engine INFO: Epoch: [78] [1200/3251] learning_rate: 0.022215 loss_vfl: 0.719627 loss_bbox: 0.257339 loss_dfl: 0.178547 loss: 1.165132 eta: 1 day, 18:40:56 batch_cost: 2.3089 data_cost: 0.0010 ips: 12.1271 images/s [11/18 21:15:00] ppdet.engine INFO: Epoch: [78] [1220/3251] learning_rate: 0.022203 loss_vfl: 0.757916 loss_bbox: 0.227721 loss_dfl: 0.160351 loss: 1.159443 eta: 1 day, 18:40:12 batch_cost: 2.2015 data_cost: 0.0011 ips: 12.7186 images/s [11/18 21:15:48] ppdet.engine INFO: Epoch: [78] [1240/3251] learning_rate: 0.022190 loss_vfl: 0.753611 loss_bbox: 0.230962 loss_dfl: 0.171060 loss: 1.172250 eta: 1 day, 18:39:29 batch_cost: 2.2358 data_cost: 0.0009 ips: 12.5236 images/s [11/18 21:16:36] ppdet.engine INFO: Epoch: [78] [1260/3251] learning_rate: 0.022178 loss_vfl: 0.736235 loss_bbox: 0.254562 loss_dfl: 0.175607 loss: 1.161469 eta: 1 day, 18:38:45 batch_cost: 2.2487 data_cost: 0.0009 ips: 12.4518 images/s [11/18 21:17:20] ppdet.engine INFO: Epoch: [78] [1280/3251] learning_rate: 0.022166 loss_vfl: 0.762227 loss_bbox: 0.278225 loss_dfl: 0.183540 loss: 1.222598 eta: 1 day, 18:38:01 batch_cost: 2.0877 data_cost: 0.0009 ips: 13.4122 images/s [11/18 21:18:07] ppdet.engine INFO: Epoch: [78] [1300/3251] learning_rate: 0.022154 loss_vfl: 0.757427 loss_bbox: 0.255489 loss_dfl: 0.183087 loss: 1.199455 eta: 1 day, 18:37:17 batch_cost: 2.1356 data_cost: 0.0009 ips: 13.1108 images/s [11/18 21:18:51] ppdet.engine INFO: Epoch: [78] [1320/3251] learning_rate: 0.022142 loss_vfl: 0.742317 loss_bbox: 0.280368 loss_dfl: 0.198353 loss: 1.229179 eta: 1 day, 18:36:32 batch_cost: 2.0387 data_cost: 0.0010 ips: 13.7342 images/s [11/18 21:19:40] ppdet.engine INFO: Epoch: [78] [1340/3251] learning_rate: 0.022130 loss_vfl: 0.754825 loss_bbox: 0.240098 loss_dfl: 0.170953 loss: 1.174442 eta: 1 day, 18:35:49 batch_cost: 2.2753 data_cost: 0.0010 ips: 12.3059 images/s [11/18 21:20:27] ppdet.engine INFO: Epoch: [78] [1360/3251] learning_rate: 0.022118 loss_vfl: 0.764076 loss_bbox: 0.281539 loss_dfl: 0.198106 loss: 1.241536 eta: 1 day, 18:35:06 batch_cost: 2.2076 data_cost: 0.0010 ips: 12.6833 images/s [11/18 21:21:12] ppdet.engine INFO: Epoch: [78] [1380/3251] learning_rate: 0.022106 loss_vfl: 0.775925 loss_bbox: 0.270580 loss_dfl: 0.184240 loss: 1.245258 eta: 1 day, 18:34:22 batch_cost: 2.1548 data_cost: 0.0009 ips: 12.9943 images/s [11/18 21:21:59] ppdet.engine INFO: Epoch: [78] [1400/3251] learning_rate: 0.022093 loss_vfl: 0.739326 loss_bbox: 0.287508 loss_dfl: 0.194264 loss: 1.233669 eta: 1 day, 18:33:38 batch_cost: 2.2516 data_cost: 0.0010 ips: 12.4358 images/s [11/18 21:22:47] ppdet.engine INFO: Epoch: [78] [1420/3251] learning_rate: 0.022081 loss_vfl: 0.767812 loss_bbox: 0.284915 loss_dfl: 0.186092 loss: 1.235816 eta: 1 day, 18:32:55 batch_cost: 2.2627 data_cost: 0.0010 ips: 12.3744 images/s [11/18 21:23:34] ppdet.engine INFO: Epoch: [78] [1440/3251] learning_rate: 0.022069 loss_vfl: 0.792265 loss_bbox: 0.221616 loss_dfl: 0.163494 loss: 1.192915 eta: 1 day, 18:32:11 batch_cost: 2.1692 data_cost: 0.0010 ips: 12.9079 images/s [11/18 21:24:19] ppdet.engine INFO: Epoch: [78] [1460/3251] learning_rate: 0.022057 loss_vfl: 0.775871 loss_bbox: 0.263857 loss_dfl: 0.183573 loss: 1.225044 eta: 1 day, 18:31:27 batch_cost: 2.0933 data_cost: 0.0009 ips: 13.3761 images/s [11/18 21:25:07] ppdet.engine INFO: Epoch: [78] [1480/3251] learning_rate: 0.022045 loss_vfl: 0.738319 loss_bbox: 0.286135 loss_dfl: 0.200124 loss: 1.230067 eta: 1 day, 18:30:44 batch_cost: 2.2998 data_cost: 0.0011 ips: 12.1752 images/s [11/18 21:25:55] ppdet.engine INFO: Epoch: [78] [1500/3251] learning_rate: 0.022033 loss_vfl: 0.756972 loss_bbox: 0.266841 loss_dfl: 0.181368 loss: 1.231083 eta: 1 day, 18:30:01 batch_cost: 2.3193 data_cost: 0.0010 ips: 12.0726 images/s [11/18 21:26:43] ppdet.engine INFO: Epoch: [78] [1520/3251] learning_rate: 0.022021 loss_vfl: 0.767845 loss_bbox: 0.237450 loss_dfl: 0.165587 loss: 1.189098 eta: 1 day, 18:29:18 batch_cost: 2.2563 data_cost: 0.0010 ips: 12.4097 images/s [11/18 21:27:28] ppdet.engine INFO: Epoch: [78] [1540/3251] learning_rate: 0.022009 loss_vfl: 0.752349 loss_bbox: 0.234394 loss_dfl: 0.162468 loss: 1.155543 eta: 1 day, 18:28:34 batch_cost: 2.1602 data_cost: 0.0010 ips: 12.9616 images/s [11/18 21:28:19] ppdet.engine INFO: Epoch: [78] [1560/3251] learning_rate: 0.021997 loss_vfl: 0.774541 loss_bbox: 0.261393 loss_dfl: 0.189633 loss: 1.214734 eta: 1 day, 18:27:51 batch_cost: 2.3813 data_cost: 0.0010 ips: 11.7585 images/s [11/18 21:29:06] ppdet.engine INFO: Epoch: [78] [1580/3251] learning_rate: 0.021984 loss_vfl: 0.763757 loss_bbox: 0.269016 loss_dfl: 0.184115 loss: 1.191666 eta: 1 day, 18:27:08 batch_cost: 2.1715 data_cost: 0.0010 ips: 12.8942 images/s [11/18 21:29:54] ppdet.engine INFO: Epoch: [78] [1600/3251] learning_rate: 0.021972 loss_vfl: 0.760760 loss_bbox: 0.249576 loss_dfl: 0.182712 loss: 1.174614 eta: 1 day, 18:26:25 batch_cost: 2.3371 data_cost: 0.0012 ips: 11.9806 images/s [11/18 21:30:40] ppdet.engine INFO: Epoch: [78] [1620/3251] learning_rate: 0.021960 loss_vfl: 0.744910 loss_bbox: 0.275846 loss_dfl: 0.190496 loss: 1.184176 eta: 1 day, 18:25:41 batch_cost: 2.1600 data_cost: 0.0009 ips: 12.9631 images/s [11/18 21:31:28] ppdet.engine INFO: Epoch: [78] [1640/3251] learning_rate: 0.021948 loss_vfl: 0.737007 loss_bbox: 0.258112 loss_dfl: 0.188433 loss: 1.182058 eta: 1 day, 18:24:57 batch_cost: 2.2300 data_cost: 0.0010 ips: 12.5562 images/s [11/18 21:32:15] ppdet.engine INFO: Epoch: [78] [1660/3251] learning_rate: 0.021936 loss_vfl: 0.754092 loss_bbox: 0.267633 loss_dfl: 0.175103 loss: 1.208918 eta: 1 day, 18:24:14 batch_cost: 2.2523 data_cost: 0.0011 ips: 12.4320 images/s [11/18 21:33:03] ppdet.engine INFO: Epoch: [78] [1680/3251] learning_rate: 0.021924 loss_vfl: 0.760209 loss_bbox: 0.282451 loss_dfl: 0.184309 loss: 1.235766 eta: 1 day, 18:23:31 batch_cost: 2.2932 data_cost: 0.0016 ips: 12.2101 images/s [11/18 21:33:50] ppdet.engine INFO: Epoch: [78] [1700/3251] learning_rate: 0.021912 loss_vfl: 0.744074 loss_bbox: 0.275792 loss_dfl: 0.179468 loss: 1.215415 eta: 1 day, 18:22:48 batch_cost: 2.2200 data_cost: 0.0010 ips: 12.6125 images/s [11/18 21:34:38] ppdet.engine INFO: Epoch: [78] [1720/3251] learning_rate: 0.021900 loss_vfl: 0.768861 loss_bbox: 0.257945 loss_dfl: 0.178232 loss: 1.200434 eta: 1 day, 18:22:04 batch_cost: 2.2798 data_cost: 0.0010 ips: 12.2818 images/s [11/18 21:35:25] ppdet.engine INFO: Epoch: [78] [1740/3251] learning_rate: 0.021888 loss_vfl: 0.760359 loss_bbox: 0.235466 loss_dfl: 0.175414 loss: 1.172242 eta: 1 day, 18:21:21 batch_cost: 2.2475 data_cost: 0.0009 ips: 12.4580 images/s [11/18 21:36:11] ppdet.engine INFO: Epoch: [78] [1760/3251] learning_rate: 0.021876 loss_vfl: 0.739264 loss_bbox: 0.269478 loss_dfl: 0.176558 loss: 1.194608 eta: 1 day, 18:20:37 batch_cost: 2.1811 data_cost: 0.0009 ips: 12.8377 images/s [11/18 21:36:58] ppdet.engine INFO: Epoch: [78] [1780/3251] learning_rate: 0.021864 loss_vfl: 0.773778 loss_bbox: 0.246787 loss_dfl: 0.174395 loss: 1.176965 eta: 1 day, 18:19:54 batch_cost: 2.2351 data_cost: 0.0011 ips: 12.5273 images/s [11/18 21:37:43] ppdet.engine INFO: Epoch: [78] [1800/3251] learning_rate: 0.021852 loss_vfl: 0.766291 loss_bbox: 0.264089 loss_dfl: 0.181354 loss: 1.229516 eta: 1 day, 18:19:10 batch_cost: 2.1360 data_cost: 0.0009 ips: 13.1086 images/s [11/18 21:38:32] ppdet.engine INFO: Epoch: [78] [1820/3251] learning_rate: 0.021840 loss_vfl: 0.778456 loss_bbox: 0.265305 loss_dfl: 0.184324 loss: 1.248831 eta: 1 day, 18:18:27 batch_cost: 2.3571 data_cost: 0.0009 ips: 11.8791 images/s [11/18 21:39:21] ppdet.engine INFO: Epoch: [78] [1840/3251] learning_rate: 0.021828 loss_vfl: 0.772567 loss_bbox: 0.233882 loss_dfl: 0.173842 loss: 1.175983 eta: 1 day, 18:17:44 batch_cost: 2.3359 data_cost: 0.0010 ips: 11.9866 images/s [11/18 21:40:08] ppdet.engine INFO: Epoch: [78] [1860/3251] learning_rate: 0.021815 loss_vfl: 0.748498 loss_bbox: 0.238354 loss_dfl: 0.181195 loss: 1.167770 eta: 1 day, 18:17:01 batch_cost: 2.2256 data_cost: 0.0011 ips: 12.5808 images/s [11/18 21:40:54] ppdet.engine INFO: Epoch: [78] [1880/3251] learning_rate: 0.021803 loss_vfl: 0.758975 loss_bbox: 0.244843 loss_dfl: 0.174213 loss: 1.190208 eta: 1 day, 18:16:17 batch_cost: 2.2039 data_cost: 0.0009 ips: 12.7045 images/s [11/18 21:41:43] ppdet.engine INFO: Epoch: [78] [1900/3251] learning_rate: 0.021791 loss_vfl: 0.769875 loss_bbox: 0.252210 loss_dfl: 0.170765 loss: 1.186629 eta: 1 day, 18:15:34 batch_cost: 2.2692 data_cost: 0.0011 ips: 12.3393 images/s [11/18 21:42:31] ppdet.engine INFO: Epoch: [78] [1920/3251] learning_rate: 0.021779 loss_vfl: 0.765289 loss_bbox: 0.250007 loss_dfl: 0.176905 loss: 1.218220 eta: 1 day, 18:14:50 batch_cost: 2.1844 data_cost: 0.0017 ips: 12.8180 images/s [11/18 21:43:16] ppdet.engine INFO: Epoch: [78] [1940/3251] learning_rate: 0.021767 loss_vfl: 0.738431 loss_bbox: 0.252168 loss_dfl: 0.173333 loss: 1.182594 eta: 1 day, 18:14:06 batch_cost: 2.1554 data_cost: 0.0014 ips: 12.9904 images/s [11/18 21:44:04] ppdet.engine INFO: Epoch: [78] [1960/3251] learning_rate: 0.021755 loss_vfl: 0.762112 loss_bbox: 0.255206 loss_dfl: 0.181448 loss: 1.238502 eta: 1 day, 18:13:23 batch_cost: 2.2567 data_cost: 0.0010 ips: 12.4072 images/s [11/18 21:44:49] ppdet.engine INFO: Epoch: [78] [1980/3251] learning_rate: 0.021743 loss_vfl: 0.756946 loss_bbox: 0.244463 loss_dfl: 0.171736 loss: 1.161660 eta: 1 day, 18:12:39 batch_cost: 2.1621 data_cost: 0.0016 ips: 12.9501 images/s [11/18 21:45:36] ppdet.engine INFO: Epoch: [78] [2000/3251] learning_rate: 0.021731 loss_vfl: 0.752674 loss_bbox: 0.238483 loss_dfl: 0.155192 loss: 1.169840 eta: 1 day, 18:11:56 batch_cost: 2.1930 data_cost: 0.0010 ips: 12.7679 images/s [11/18 21:46:22] ppdet.engine INFO: Epoch: [78] [2020/3251] learning_rate: 0.021719 loss_vfl: 0.762912 loss_bbox: 0.258388 loss_dfl: 0.172694 loss: 1.223827 eta: 1 day, 18:11:11 batch_cost: 2.1232 data_cost: 0.0010 ips: 13.1878 images/s [11/18 21:47:10] ppdet.engine INFO: Epoch: [78] [2040/3251] learning_rate: 0.021707 loss_vfl: 0.760914 loss_bbox: 0.254378 loss_dfl: 0.186807 loss: 1.197695 eta: 1 day, 18:10:28 batch_cost: 2.2852 data_cost: 0.0011 ips: 12.2529 images/s [11/18 21:47:59] ppdet.engine INFO: Epoch: [78] [2060/3251] learning_rate: 0.021695 loss_vfl: 0.772374 loss_bbox: 0.238853 loss_dfl: 0.173004 loss: 1.178657 eta: 1 day, 18:09:45 batch_cost: 2.2775 data_cost: 0.0011 ips: 12.2940 images/s [11/18 21:48:46] ppdet.engine INFO: Epoch: [78] [2080/3251] learning_rate: 0.021683 loss_vfl: 0.767708 loss_bbox: 0.273066 loss_dfl: 0.184690 loss: 1.236884 eta: 1 day, 18:09:02 batch_cost: 2.2398 data_cost: 0.0012 ips: 12.5011 images/s [11/18 21:49:31] ppdet.engine INFO: Epoch: [78] [2100/3251] learning_rate: 0.021671 loss_vfl: 0.750076 loss_bbox: 0.252756 loss_dfl: 0.167088 loss: 1.133842 eta: 1 day, 18:08:18 batch_cost: 2.1709 data_cost: 0.0009 ips: 12.8981 images/s [11/18 21:50:17] ppdet.engine INFO: Epoch: [78] [2120/3251] learning_rate: 0.021659 loss_vfl: 0.787542 loss_bbox: 0.251245 loss_dfl: 0.170769 loss: 1.188766 eta: 1 day, 18:07:34 batch_cost: 2.1515 data_cost: 0.0010 ips: 13.0140 images/s [11/18 21:51:04] ppdet.engine INFO: Epoch: [78] [2140/3251] learning_rate: 0.021647 loss_vfl: 0.762155 loss_bbox: 0.256725 loss_dfl: 0.173908 loss: 1.177256 eta: 1 day, 18:06:51 batch_cost: 2.2616 data_cost: 0.0009 ips: 12.3806 images/s [11/18 21:51:50] ppdet.engine INFO: Epoch: [78] [2160/3251] learning_rate: 0.021635 loss_vfl: 0.759613 loss_bbox: 0.264577 loss_dfl: 0.180245 loss: 1.220560 eta: 1 day, 18:06:07 batch_cost: 2.1443 data_cost: 0.0010 ips: 13.0576 images/s [11/18 21:52:37] ppdet.engine INFO: Epoch: [78] [2180/3251] learning_rate: 0.021623 loss_vfl: 0.772245 loss_bbox: 0.260811 loss_dfl: 0.170884 loss: 1.236769 eta: 1 day, 18:05:23 batch_cost: 2.2525 data_cost: 0.0009 ips: 12.4306 images/s [11/18 21:53:23] ppdet.engine INFO: Epoch: [78] [2200/3251] learning_rate: 0.021611 loss_vfl: 0.751173 loss_bbox: 0.261712 loss_dfl: 0.182745 loss: 1.192500 eta: 1 day, 18:04:40 batch_cost: 2.1624 data_cost: 0.0015 ips: 12.9484 images/s [11/18 21:54:10] ppdet.engine INFO: Epoch: [78] [2220/3251] learning_rate: 0.021599 loss_vfl: 0.743947 loss_bbox: 0.252800 loss_dfl: 0.180530 loss: 1.168005 eta: 1 day, 18:03:56 batch_cost: 2.1262 data_cost: 0.0010 ips: 13.1690 images/s [11/18 21:54:55] ppdet.engine INFO: Epoch: [78] [2240/3251] learning_rate: 0.021587 loss_vfl: 0.749152 loss_bbox: 0.268818 loss_dfl: 0.176697 loss: 1.181530 eta: 1 day, 18:03:12 batch_cost: 2.1450 data_cost: 0.0012 ips: 13.0537 images/s [11/18 21:55:43] ppdet.engine INFO: Epoch: [78] [2260/3251] learning_rate: 0.021575 loss_vfl: 0.757495 loss_bbox: 0.263462 loss_dfl: 0.174880 loss: 1.226669 eta: 1 day, 18:02:28 batch_cost: 2.2738 data_cost: 0.0009 ips: 12.3142 images/s [11/18 21:56:30] ppdet.engine INFO: Epoch: [78] [2280/3251] learning_rate: 0.021563 loss_vfl: 0.739268 loss_bbox: 0.254458 loss_dfl: 0.178376 loss: 1.190788 eta: 1 day, 18:01:44 batch_cost: 2.1018 data_cost: 0.0010 ips: 13.3218 images/s [11/18 21:57:16] ppdet.engine INFO: Epoch: [78] [2300/3251] learning_rate: 0.021551 loss_vfl: 0.739180 loss_bbox: 0.246512 loss_dfl: 0.192649 loss: 1.192310 eta: 1 day, 18:01:01 batch_cost: 2.1874 data_cost: 0.0009 ips: 12.8003 images/s [11/18 21:58:01] ppdet.engine INFO: Epoch: [78] [2320/3251] learning_rate: 0.021539 loss_vfl: 0.752401 loss_bbox: 0.248550 loss_dfl: 0.181050 loss: 1.205155 eta: 1 day, 18:00:17 batch_cost: 2.1715 data_cost: 0.0009 ips: 12.8940 images/s [11/18 21:58:49] ppdet.engine INFO: Epoch: [78] [2340/3251] learning_rate: 0.021527 loss_vfl: 0.748808 loss_bbox: 0.277026 loss_dfl: 0.183321 loss: 1.222569 eta: 1 day, 17:59:33 batch_cost: 2.2441 data_cost: 0.0013 ips: 12.4773 images/s [11/18 21:59:36] ppdet.engine INFO: Epoch: [78] [2360/3251] learning_rate: 0.021515 loss_vfl: 0.751445 loss_bbox: 0.263480 loss_dfl: 0.180483 loss: 1.179289 eta: 1 day, 17:58:50 batch_cost: 2.2083 data_cost: 0.0009 ips: 12.6793 images/s [11/18 22:00:23] ppdet.engine INFO: Epoch: [78] [2380/3251] learning_rate: 0.021503 loss_vfl: 0.752643 loss_bbox: 0.246128 loss_dfl: 0.161604 loss: 1.144853 eta: 1 day, 17:58:06 batch_cost: 2.1690 data_cost: 0.0019 ips: 12.9092 images/s [11/18 22:01:11] ppdet.engine INFO: Epoch: [78] [2400/3251] learning_rate: 0.021491 loss_vfl: 0.743873 loss_bbox: 0.245218 loss_dfl: 0.174426 loss: 1.167827 eta: 1 day, 17:57:23 batch_cost: 2.2593 data_cost: 0.0020 ips: 12.3934 images/s [11/18 22:01:58] ppdet.engine INFO: Epoch: [78] [2420/3251] learning_rate: 0.021479 loss_vfl: 0.746178 loss_bbox: 0.261167 loss_dfl: 0.177010 loss: 1.206630 eta: 1 day, 17:56:39 batch_cost: 2.1955 data_cost: 0.0009 ips: 12.7531 images/s [11/18 22:02:45] ppdet.engine INFO: Epoch: [78] [2440/3251] learning_rate: 0.021467 loss_vfl: 0.772667 loss_bbox: 0.231212 loss_dfl: 0.163557 loss: 1.165573 eta: 1 day, 17:55:56 batch_cost: 2.2280 data_cost: 0.0010 ips: 12.5673 images/s [11/18 22:03:32] ppdet.engine INFO: Epoch: [78] [2460/3251] learning_rate: 0.021455 loss_vfl: 0.756676 loss_bbox: 0.289696 loss_dfl: 0.182000 loss: 1.224578 eta: 1 day, 17:55:12 batch_cost: 2.1887 data_cost: 0.0011 ips: 12.7930 images/s [11/18 22:04:19] ppdet.engine INFO: Epoch: [78] [2480/3251] learning_rate: 0.021443 loss_vfl: 0.766819 loss_bbox: 0.279469 loss_dfl: 0.193220 loss: 1.248505 eta: 1 day, 17:54:28 batch_cost: 2.2164 data_cost: 0.0010 ips: 12.6330 images/s [11/18 22:05:05] ppdet.engine INFO: Epoch: [78] [2500/3251] learning_rate: 0.021431 loss_vfl: 0.746859 loss_bbox: 0.265752 loss_dfl: 0.177552 loss: 1.195474 eta: 1 day, 17:53:44 batch_cost: 2.1096 data_cost: 0.0013 ips: 13.2729 images/s [11/18 22:05:52] ppdet.engine INFO: Epoch: [78] [2520/3251] learning_rate: 0.021419 loss_vfl: 0.755464 loss_bbox: 0.287923 loss_dfl: 0.184112 loss: 1.228406 eta: 1 day, 17:53:01 batch_cost: 2.2086 data_cost: 0.0010 ips: 12.6779 images/s [11/18 22:06:40] ppdet.engine INFO: Epoch: [78] [2540/3251] learning_rate: 0.021407 loss_vfl: 0.748783 loss_bbox: 0.256121 loss_dfl: 0.182548 loss: 1.203060 eta: 1 day, 17:52:17 batch_cost: 2.2538 data_cost: 0.0009 ips: 12.4237 images/s [11/18 22:07:28] ppdet.engine INFO: Epoch: [78] [2560/3251] learning_rate: 0.021396 loss_vfl: 0.762208 loss_bbox: 0.283784 loss_dfl: 0.197236 loss: 1.259536 eta: 1 day, 17:51:34 batch_cost: 2.3007 data_cost: 0.0010 ips: 12.1704 images/s [11/18 22:08:15] ppdet.engine INFO: Epoch: [78] [2580/3251] learning_rate: 0.021384 loss_vfl: 0.760133 loss_bbox: 0.275392 loss_dfl: 0.187367 loss: 1.219333 eta: 1 day, 17:50:51 batch_cost: 2.1708 data_cost: 0.0010 ips: 12.8988 images/s [11/18 22:09:02] ppdet.engine INFO: Epoch: [78] [2600/3251] learning_rate: 0.021372 loss_vfl: 0.743055 loss_bbox: 0.273206 loss_dfl: 0.183272 loss: 1.209539 eta: 1 day, 17:50:07 batch_cost: 2.1426 data_cost: 0.0010 ips: 13.0681 images/s [11/18 22:09:50] ppdet.engine INFO: Epoch: [78] [2620/3251] learning_rate: 0.021360 loss_vfl: 0.761165 loss_bbox: 0.273071 loss_dfl: 0.194207 loss: 1.239006 eta: 1 day, 17:49:23 batch_cost: 2.2490 data_cost: 0.0011 ips: 12.4500 images/s [11/18 22:10:37] ppdet.engine INFO: Epoch: [78] [2640/3251] learning_rate: 0.021348 loss_vfl: 0.749864 loss_bbox: 0.228828 loss_dfl: 0.166311 loss: 1.125500 eta: 1 day, 17:48:40 batch_cost: 2.2066 data_cost: 0.0010 ips: 12.6890 images/s [11/18 22:11:23] ppdet.engine INFO: Epoch: [78] [2660/3251] learning_rate: 0.021336 loss_vfl: 0.735726 loss_bbox: 0.227559 loss_dfl: 0.168477 loss: 1.135720 eta: 1 day, 17:47:56 batch_cost: 2.2020 data_cost: 0.0013 ips: 12.7155 images/s [11/18 22:12:08] ppdet.engine INFO: Epoch: [78] [2680/3251] learning_rate: 0.021324 loss_vfl: 0.748586 loss_bbox: 0.238816 loss_dfl: 0.167771 loss: 1.180700 eta: 1 day, 17:47:12 batch_cost: 2.1620 data_cost: 0.0009 ips: 12.9512 images/s [11/18 22:12:55] ppdet.engine INFO: Epoch: [78] [2700/3251] learning_rate: 0.021312 loss_vfl: 0.746999 loss_bbox: 0.252435 loss_dfl: 0.171631 loss: 1.156713 eta: 1 day, 17:46:29 batch_cost: 2.1911 data_cost: 0.0009 ips: 12.7791 images/s [11/18 22:13:42] ppdet.engine INFO: Epoch: [78] [2720/3251] learning_rate: 0.021300 loss_vfl: 0.746300 loss_bbox: 0.271783 loss_dfl: 0.192453 loss: 1.194291 eta: 1 day, 17:45:45 batch_cost: 2.2750 data_cost: 0.0010 ips: 12.3079 images/s [11/18 22:14:27] ppdet.engine INFO: Epoch: [78] [2740/3251] learning_rate: 0.021288 loss_vfl: 0.759401 loss_bbox: 0.284984 loss_dfl: 0.187042 loss: 1.231991 eta: 1 day, 17:45:01 batch_cost: 2.1302 data_cost: 0.0010 ips: 13.1444 images/s [11/18 22:15:16] ppdet.engine INFO: Epoch: [78] [2760/3251] learning_rate: 0.021276 loss_vfl: 0.763187 loss_bbox: 0.254905 loss_dfl: 0.179669 loss: 1.192487 eta: 1 day, 17:44:18 batch_cost: 2.3310 data_cost: 0.0010 ips: 12.0119 images/s [11/18 22:16:02] ppdet.engine INFO: Epoch: [78] [2780/3251] learning_rate: 0.021264 loss_vfl: 0.766408 loss_bbox: 0.234339 loss_dfl: 0.177852 loss: 1.182335 eta: 1 day, 17:43:34 batch_cost: 2.1084 data_cost: 0.0010 ips: 13.2805 images/s [11/18 22:16:54] ppdet.engine INFO: Epoch: [78] [2800/3251] learning_rate: 0.021252 loss_vfl: 0.761075 loss_bbox: 0.251412 loss_dfl: 0.165918 loss: 1.187400 eta: 1 day, 17:42:52 batch_cost: 2.4526 data_cost: 0.0009 ips: 11.4166 images/s [11/18 22:17:40] ppdet.engine INFO: Epoch: [78] [2820/3251] learning_rate: 0.021240 loss_vfl: 0.764922 loss_bbox: 0.249274 loss_dfl: 0.174343 loss: 1.213099 eta: 1 day, 17:42:08 batch_cost: 2.2020 data_cost: 0.0009 ips: 12.7156 images/s [11/18 22:18:29] ppdet.engine INFO: Epoch: [78] [2840/3251] learning_rate: 0.021229 loss_vfl: 0.747177 loss_bbox: 0.294618 loss_dfl: 0.190001 loss: 1.235767 eta: 1 day, 17:41:26 batch_cost: 2.3669 data_cost: 0.0011 ips: 11.8298 images/s [11/18 22:19:16] ppdet.engine INFO: Epoch: [78] [2860/3251] learning_rate: 0.021217 loss_vfl: 0.755486 loss_bbox: 0.270685 loss_dfl: 0.172104 loss: 1.194560 eta: 1 day, 17:40:42 batch_cost: 2.1982 data_cost: 0.0009 ips: 12.7377 images/s [11/18 22:20:01] ppdet.engine INFO: Epoch: [78] [2880/3251] learning_rate: 0.021205 loss_vfl: 0.761248 loss_bbox: 0.257340 loss_dfl: 0.182303 loss: 1.214964 eta: 1 day, 17:39:58 batch_cost: 2.1793 data_cost: 0.0009 ips: 12.8483 images/s [11/18 22:20:50] ppdet.engine INFO: Epoch: [78] [2900/3251] learning_rate: 0.021193 loss_vfl: 0.721733 loss_bbox: 0.246243 loss_dfl: 0.167895 loss: 1.155584 eta: 1 day, 17:39:15 batch_cost: 2.3128 data_cost: 0.0014 ips: 12.1063 images/s [11/18 22:21:38] ppdet.engine INFO: Epoch: [78] [2920/3251] learning_rate: 0.021181 loss_vfl: 0.731269 loss_bbox: 0.270279 loss_dfl: 0.178217 loss: 1.200940 eta: 1 day, 17:38:32 batch_cost: 2.1901 data_cost: 0.0015 ips: 12.7849 images/s [11/18 22:22:25] ppdet.engine INFO: Epoch: [78] [2940/3251] learning_rate: 0.021169 loss_vfl: 0.741511 loss_bbox: 0.247204 loss_dfl: 0.170968 loss: 1.177754 eta: 1 day, 17:37:48 batch_cost: 2.2323 data_cost: 0.0011 ips: 12.5429 images/s [11/18 22:23:11] ppdet.engine INFO: Epoch: [78] [2960/3251] learning_rate: 0.021157 loss_vfl: 0.750953 loss_bbox: 0.244919 loss_dfl: 0.177780 loss: 1.157790 eta: 1 day, 17:37:04 batch_cost: 2.1670 data_cost: 0.0015 ips: 12.9211 images/s [11/18 22:23:59] ppdet.engine INFO: Epoch: [78] [2980/3251] learning_rate: 0.021145 loss_vfl: 0.731469 loss_bbox: 0.267164 loss_dfl: 0.186232 loss: 1.178697 eta: 1 day, 17:36:21 batch_cost: 2.3254 data_cost: 0.0010 ips: 12.0410 images/s [11/18 22:24:46] ppdet.engine INFO: Epoch: [78] [3000/3251] learning_rate: 0.021133 loss_vfl: 0.752075 loss_bbox: 0.236232 loss_dfl: 0.160335 loss: 1.163880 eta: 1 day, 17:35:38 batch_cost: 2.2198 data_cost: 0.0010 ips: 12.6138 images/s [11/18 22:25:33] ppdet.engine INFO: Epoch: [78] [3020/3251] learning_rate: 0.021122 loss_vfl: 0.756812 loss_bbox: 0.264408 loss_dfl: 0.184764 loss: 1.232413 eta: 1 day, 17:34:54 batch_cost: 2.2161 data_cost: 0.0009 ips: 12.6348 images/s [11/18 22:26:19] ppdet.engine INFO: Epoch: [78] [3040/3251] learning_rate: 0.021110 loss_vfl: 0.764115 loss_bbox: 0.253470 loss_dfl: 0.184941 loss: 1.174819 eta: 1 day, 17:34:11 batch_cost: 2.2257 data_cost: 0.0011 ips: 12.5800 images/s [11/18 22:27:05] ppdet.engine INFO: Epoch: [78] [3060/3251] learning_rate: 0.021098 loss_vfl: 0.779044 loss_bbox: 0.295004 loss_dfl: 0.196821 loss: 1.251048 eta: 1 day, 17:33:27 batch_cost: 2.1857 data_cost: 0.0021 ips: 12.8105 images/s [11/18 22:27:52] ppdet.engine INFO: Epoch: [78] [3080/3251] learning_rate: 0.021086 loss_vfl: 0.738345 loss_bbox: 0.238186 loss_dfl: 0.160384 loss: 1.172784 eta: 1 day, 17:32:44 batch_cost: 2.2137 data_cost: 0.0010 ips: 12.6483 images/s [11/18 22:28:39] ppdet.engine INFO: Epoch: [78] [3100/3251] learning_rate: 0.021074 loss_vfl: 0.755231 loss_bbox: 0.259552 loss_dfl: 0.180083 loss: 1.209468 eta: 1 day, 17:32:00 batch_cost: 2.2561 data_cost: 0.0010 ips: 12.4108 images/s [11/18 22:29:26] ppdet.engine INFO: Epoch: [78] [3120/3251] learning_rate: 0.021062 loss_vfl: 0.778854 loss_bbox: 0.248205 loss_dfl: 0.185997 loss: 1.196795 eta: 1 day, 17:31:17 batch_cost: 2.2889 data_cost: 0.0010 ips: 12.2328 images/s [11/18 22:30:14] ppdet.engine INFO: Epoch: [78] [3140/3251] learning_rate: 0.021050 loss_vfl: 0.772309 loss_bbox: 0.281375 loss_dfl: 0.187335 loss: 1.255734 eta: 1 day, 17:30:33 batch_cost: 2.1902 data_cost: 0.0010 ips: 12.7840 images/s [11/18 22:31:02] ppdet.engine INFO: Epoch: [78] [3160/3251] learning_rate: 0.021038 loss_vfl: 0.760942 loss_bbox: 0.242604 loss_dfl: 0.168657 loss: 1.180263 eta: 1 day, 17:29:50 batch_cost: 2.2387 data_cost: 0.0010 ips: 12.5071 images/s [11/18 22:31:48] ppdet.engine INFO: Epoch: [78] [3180/3251] learning_rate: 0.021027 loss_vfl: 0.736345 loss_bbox: 0.264328 loss_dfl: 0.184119 loss: 1.194857 eta: 1 day, 17:29:06 batch_cost: 2.1921 data_cost: 0.0013 ips: 12.7731 images/s [11/18 22:32:35] ppdet.engine INFO: Epoch: [78] [3200/3251] learning_rate: 0.021015 loss_vfl: 0.745056 loss_bbox: 0.244098 loss_dfl: 0.181695 loss: 1.142266 eta: 1 day, 17:28:23 batch_cost: 2.2587 data_cost: 0.0010 ips: 12.3965 images/s [11/18 22:33:19] ppdet.engine INFO: Epoch: [78] [3220/3251] learning_rate: 0.021003 loss_vfl: 0.770963 loss_bbox: 0.262624 loss_dfl: 0.180704 loss: 1.201627 eta: 1 day, 17:27:38 batch_cost: 1.9968 data_cost: 0.0009 ips: 14.0222 images/s [11/18 22:34:04] ppdet.engine INFO: Epoch: [78] [3240/3251] learning_rate: 0.020991 loss_vfl: 0.732801 loss_bbox: 0.238816 loss_dfl: 0.164567 loss: 1.123561 eta: 1 day, 17:26:55 batch_cost: 2.1636 data_cost: 0.0016 ips: 12.9413 images/s [11/18 22:34:45] ppdet.engine INFO: Epoch: [79] [ 0/3251] learning_rate: 0.020984 loss_vfl: 0.743727 loss_bbox: 0.258612 loss_dfl: 0.177412 loss: 1.194462 eta: 1 day, 17:26:32 batch_cost: 2.4879 data_cost: 0.7218 ips: 11.2543 images/s [11/18 22:35:37] ppdet.engine INFO: Epoch: [79] [ 20/3251] learning_rate: 0.020973 loss_vfl: 0.745746 loss_bbox: 0.287512 loss_dfl: 0.179245 loss: 1.234160 eta: 1 day, 17:25:50 batch_cost: 2.4126 data_cost: 0.0011 ips: 11.6057 images/s [11/18 22:36:24] ppdet.engine INFO: Epoch: [79] [ 40/3251] learning_rate: 0.020961 loss_vfl: 0.745910 loss_bbox: 0.230701 loss_dfl: 0.168222 loss: 1.134589 eta: 1 day, 17:25:06 batch_cost: 2.1702 data_cost: 0.0011 ips: 12.9020 images/s [11/18 22:37:13] ppdet.engine INFO: Epoch: [79] [ 60/3251] learning_rate: 0.020949 loss_vfl: 0.751868 loss_bbox: 0.265823 loss_dfl: 0.178717 loss: 1.192583 eta: 1 day, 17:24:23 batch_cost: 2.3082 data_cost: 0.0011 ips: 12.1309 images/s [11/18 22:37:59] ppdet.engine INFO: Epoch: [79] [ 80/3251] learning_rate: 0.020937 loss_vfl: 0.772748 loss_bbox: 0.277703 loss_dfl: 0.179200 loss: 1.216998 eta: 1 day, 17:23:39 batch_cost: 2.1938 data_cost: 0.0011 ips: 12.7630 images/s [11/18 22:38:48] ppdet.engine INFO: Epoch: [79] [ 100/3251] learning_rate: 0.020925 loss_vfl: 0.746539 loss_bbox: 0.277164 loss_dfl: 0.201181 loss: 1.229525 eta: 1 day, 17:22:56 batch_cost: 2.2785 data_cost: 0.0011 ips: 12.2886 images/s [11/18 22:39:36] ppdet.engine INFO: Epoch: [79] [ 120/3251] learning_rate: 0.020913 loss_vfl: 0.772797 loss_bbox: 0.244043 loss_dfl: 0.170708 loss: 1.184875 eta: 1 day, 17:22:13 batch_cost: 2.3329 data_cost: 0.0009 ips: 12.0023 images/s [11/18 22:40:23] ppdet.engine INFO: Epoch: [79] [ 140/3251] learning_rate: 0.020902 loss_vfl: 0.745919 loss_bbox: 0.266856 loss_dfl: 0.183168 loss: 1.221687 eta: 1 day, 17:21:30 batch_cost: 2.2318 data_cost: 0.0010 ips: 12.5460 images/s [11/18 22:41:11] ppdet.engine INFO: Epoch: [79] [ 160/3251] learning_rate: 0.020890 loss_vfl: 0.739481 loss_bbox: 0.257408 loss_dfl: 0.178390 loss: 1.180849 eta: 1 day, 17:20:46 batch_cost: 2.2662 data_cost: 0.0010 ips: 12.3553 images/s [11/18 22:41:59] ppdet.engine INFO: Epoch: [79] [ 180/3251] learning_rate: 0.020878 loss_vfl: 0.761383 loss_bbox: 0.264482 loss_dfl: 0.181232 loss: 1.167506 eta: 1 day, 17:20:02 batch_cost: 2.1676 data_cost: 0.0010 ips: 12.9175 images/s [11/18 22:42:46] ppdet.engine INFO: Epoch: [79] [ 200/3251] learning_rate: 0.020866 loss_vfl: 0.726457 loss_bbox: 0.270539 loss_dfl: 0.189147 loss: 1.206094 eta: 1 day, 17:19:19 batch_cost: 2.2206 data_cost: 0.0018 ips: 12.6091 images/s [11/18 22:43:36] ppdet.engine INFO: Epoch: [79] [ 220/3251] learning_rate: 0.020854 loss_vfl: 0.751454 loss_bbox: 0.260440 loss_dfl: 0.179855 loss: 1.206249 eta: 1 day, 17:18:36 batch_cost: 2.3965 data_cost: 0.0009 ips: 11.6837 images/s [11/18 22:44:21] ppdet.engine INFO: Epoch: [79] [ 240/3251] learning_rate: 0.020843 loss_vfl: 0.743084 loss_bbox: 0.262158 loss_dfl: 0.183659 loss: 1.172398 eta: 1 day, 17:17:52 batch_cost: 2.1100 data_cost: 0.0009 ips: 13.2699 images/s [11/18 22:45:07] ppdet.engine INFO: Epoch: [79] [ 260/3251] learning_rate: 0.020831 loss_vfl: 0.742331 loss_bbox: 0.271108 loss_dfl: 0.186620 loss: 1.205170 eta: 1 day, 17:17:08 batch_cost: 2.0982 data_cost: 0.0017 ips: 13.3447 images/s [11/18 22:45:54] ppdet.engine INFO: Epoch: [79] [ 280/3251] learning_rate: 0.020819 loss_vfl: 0.733162 loss_bbox: 0.246475 loss_dfl: 0.166423 loss: 1.153115 eta: 1 day, 17:16:25 batch_cost: 2.2638 data_cost: 0.0009 ips: 12.3685 images/s [11/18 22:46:41] ppdet.engine INFO: Epoch: [79] [ 300/3251] learning_rate: 0.020807 loss_vfl: 0.740941 loss_bbox: 0.268252 loss_dfl: 0.178613 loss: 1.205024 eta: 1 day, 17:15:41 batch_cost: 2.1429 data_cost: 0.0009 ips: 13.0664 images/s [11/18 22:47:29] ppdet.engine INFO: Epoch: [79] [ 320/3251] learning_rate: 0.020795 loss_vfl: 0.739386 loss_bbox: 0.230306 loss_dfl: 0.162399 loss: 1.156691 eta: 1 day, 17:14:57 batch_cost: 2.1946 data_cost: 0.0009 ips: 12.7586 images/s [11/18 22:48:15] ppdet.engine INFO: Epoch: [79] [ 340/3251] learning_rate: 0.020784 loss_vfl: 0.716524 loss_bbox: 0.243986 loss_dfl: 0.179779 loss: 1.177638 eta: 1 day, 17:14:13 batch_cost: 2.1070 data_cost: 0.0015 ips: 13.2892 images/s [11/18 22:49:03] ppdet.engine INFO: Epoch: [79] [ 360/3251] learning_rate: 0.020772 loss_vfl: 0.749486 loss_bbox: 0.215483 loss_dfl: 0.154106 loss: 1.147261 eta: 1 day, 17:13:30 batch_cost: 2.2289 data_cost: 0.0010 ips: 12.5625 images/s [11/18 22:49:51] ppdet.engine INFO: Epoch: [79] [ 380/3251] learning_rate: 0.020760 loss_vfl: 0.772977 loss_bbox: 0.244122 loss_dfl: 0.177867 loss: 1.180057 eta: 1 day, 17:12:46 batch_cost: 2.2317 data_cost: 0.0010 ips: 12.5465 images/s [11/18 22:50:39] ppdet.engine INFO: Epoch: [79] [ 400/3251] learning_rate: 0.020748 loss_vfl: 0.761097 loss_bbox: 0.306322 loss_dfl: 0.193414 loss: 1.239449 eta: 1 day, 17:12:03 batch_cost: 2.2172 data_cost: 0.0009 ips: 12.6287 images/s [11/18 22:51:29] ppdet.engine INFO: Epoch: [79] [ 420/3251] learning_rate: 0.020736 loss_vfl: 0.735819 loss_bbox: 0.296784 loss_dfl: 0.202172 loss: 1.235047 eta: 1 day, 17:11:20 batch_cost: 2.3502 data_cost: 0.0010 ips: 11.9137 images/s [11/18 22:52:15] ppdet.engine INFO: Epoch: [79] [ 440/3251] learning_rate: 0.020725 loss_vfl: 0.771369 loss_bbox: 0.254270 loss_dfl: 0.177694 loss: 1.198941 eta: 1 day, 17:10:36 batch_cost: 2.1115 data_cost: 0.0010 ips: 13.2606 images/s [11/18 22:52:59] ppdet.engine INFO: Epoch: [79] [ 460/3251] learning_rate: 0.020713 loss_vfl: 0.757065 loss_bbox: 0.265613 loss_dfl: 0.182430 loss: 1.210102 eta: 1 day, 17:09:51 batch_cost: 2.0139 data_cost: 0.0011 ips: 13.9033 images/s [11/18 22:53:48] ppdet.engine INFO: Epoch: [79] [ 480/3251] learning_rate: 0.020701 loss_vfl: 0.748560 loss_bbox: 0.257835 loss_dfl: 0.183361 loss: 1.187405 eta: 1 day, 17:09:08 batch_cost: 2.2907 data_cost: 0.0013 ips: 12.2232 images/s [11/18 22:54:34] ppdet.engine INFO: Epoch: [79] [ 500/3251] learning_rate: 0.020689 loss_vfl: 0.747242 loss_bbox: 0.275667 loss_dfl: 0.183593 loss: 1.207357 eta: 1 day, 17:08:24 batch_cost: 2.1276 data_cost: 0.0010 ips: 13.1601 images/s [11/18 22:55:20] ppdet.engine INFO: Epoch: [79] [ 520/3251] learning_rate: 0.020678 loss_vfl: 0.757535 loss_bbox: 0.256996 loss_dfl: 0.175359 loss: 1.201034 eta: 1 day, 17:07:40 batch_cost: 2.1597 data_cost: 0.0011 ips: 12.9648 images/s [11/18 22:56:08] ppdet.engine INFO: Epoch: [79] [ 540/3251] learning_rate: 0.020666 loss_vfl: 0.747501 loss_bbox: 0.302083 loss_dfl: 0.195178 loss: 1.239562 eta: 1 day, 17:06:57 batch_cost: 2.2172 data_cost: 0.0012 ips: 12.6285 images/s [11/18 22:56:57] ppdet.engine INFO: Epoch: [79] [ 560/3251] learning_rate: 0.020654 loss_vfl: 0.753024 loss_bbox: 0.253712 loss_dfl: 0.180477 loss: 1.185913 eta: 1 day, 17:06:13 batch_cost: 2.2965 data_cost: 0.0010 ips: 12.1927 images/s [11/18 22:57:43] ppdet.engine INFO: Epoch: [79] [ 580/3251] learning_rate: 0.020642 loss_vfl: 0.753151 loss_bbox: 0.301853 loss_dfl: 0.180754 loss: 1.211005 eta: 1 day, 17:05:30 batch_cost: 2.2214 data_cost: 0.0010 ips: 12.6046 images/s [11/18 22:58:31] ppdet.engine INFO: Epoch: [79] [ 600/3251] learning_rate: 0.020630 loss_vfl: 0.766186 loss_bbox: 0.248633 loss_dfl: 0.176971 loss: 1.197516 eta: 1 day, 17:04:47 batch_cost: 2.2756 data_cost: 0.0010 ips: 12.3046 images/s [11/18 22:59:16] ppdet.engine INFO: Epoch: [79] [ 620/3251] learning_rate: 0.020619 loss_vfl: 0.748949 loss_bbox: 0.290035 loss_dfl: 0.195657 loss: 1.245396 eta: 1 day, 17:04:03 batch_cost: 2.1281 data_cost: 0.0011 ips: 13.1570 images/s [11/18 23:00:03] ppdet.engine INFO: Epoch: [79] [ 640/3251] learning_rate: 0.020607 loss_vfl: 0.760450 loss_bbox: 0.263762 loss_dfl: 0.188139 loss: 1.181648 eta: 1 day, 17:03:19 batch_cost: 2.2389 data_cost: 0.0009 ips: 12.5060 images/s [11/18 23:00:52] ppdet.engine INFO: Epoch: [79] [ 660/3251] learning_rate: 0.020595 loss_vfl: 0.764907 loss_bbox: 0.288618 loss_dfl: 0.192082 loss: 1.221395 eta: 1 day, 17:02:36 batch_cost: 2.3441 data_cost: 0.0009 ips: 11.9448 images/s [11/18 23:01:38] ppdet.engine INFO: Epoch: [79] [ 680/3251] learning_rate: 0.020583 loss_vfl: 0.755973 loss_bbox: 0.274681 loss_dfl: 0.189946 loss: 1.225041 eta: 1 day, 17:01:53 batch_cost: 2.1874 data_cost: 0.0012 ips: 12.8006 images/s [11/18 23:02:25] ppdet.engine INFO: Epoch: [79] [ 700/3251] learning_rate: 0.020572 loss_vfl: 0.748494 loss_bbox: 0.264544 loss_dfl: 0.183827 loss: 1.192177 eta: 1 day, 17:01:09 batch_cost: 2.2006 data_cost: 0.0010 ips: 12.7238 images/s [11/18 23:03:10] ppdet.engine INFO: Epoch: [79] [ 720/3251] learning_rate: 0.020560 loss_vfl: 0.739793 loss_bbox: 0.254867 loss_dfl: 0.167489 loss: 1.182877 eta: 1 day, 17:00:25 batch_cost: 2.1247 data_cost: 0.0010 ips: 13.1781 images/s [11/18 23:03:57] ppdet.engine INFO: Epoch: [79] [ 740/3251] learning_rate: 0.020548 loss_vfl: 0.757448 loss_bbox: 0.260259 loss_dfl: 0.173807 loss: 1.198706 eta: 1 day, 16:59:42 batch_cost: 2.2441 data_cost: 0.0009 ips: 12.4771 images/s [11/18 23:04:45] ppdet.engine INFO: Epoch: [79] [ 760/3251] learning_rate: 0.020537 loss_vfl: 0.749198 loss_bbox: 0.212781 loss_dfl: 0.165933 loss: 1.152356 eta: 1 day, 16:58:58 batch_cost: 2.2393 data_cost: 0.0010 ips: 12.5039 images/s [11/18 23:05:31] ppdet.engine INFO: Epoch: [79] [ 780/3251] learning_rate: 0.020525 loss_vfl: 0.754329 loss_bbox: 0.279489 loss_dfl: 0.186266 loss: 1.210419 eta: 1 day, 16:58:15 batch_cost: 2.2159 data_cost: 0.0011 ips: 12.6357 images/s [11/18 23:06:18] ppdet.engine INFO: Epoch: [79] [ 800/3251] learning_rate: 0.020513 loss_vfl: 0.752546 loss_bbox: 0.250090 loss_dfl: 0.177984 loss: 1.160203 eta: 1 day, 16:57:31 batch_cost: 2.2382 data_cost: 0.0010 ips: 12.5103 images/s [11/18 23:07:05] ppdet.engine INFO: Epoch: [79] [ 820/3251] learning_rate: 0.020501 loss_vfl: 0.742506 loss_bbox: 0.273150 loss_dfl: 0.188163 loss: 1.189106 eta: 1 day, 16:56:47 batch_cost: 2.1731 data_cost: 0.0010 ips: 12.8848 images/s [11/18 23:07:53] ppdet.engine INFO: Epoch: [79] [ 840/3251] learning_rate: 0.020490 loss_vfl: 0.759494 loss_bbox: 0.291450 loss_dfl: 0.195745 loss: 1.226128 eta: 1 day, 16:56:04 batch_cost: 2.2411 data_cost: 0.0009 ips: 12.4939 images/s [11/18 23:08:39] ppdet.engine INFO: Epoch: [79] [ 860/3251] learning_rate: 0.020478 loss_vfl: 0.723325 loss_bbox: 0.265036 loss_dfl: 0.188797 loss: 1.166803 eta: 1 day, 16:55:20 batch_cost: 2.1529 data_cost: 0.0013 ips: 13.0058 images/s [11/18 23:09:27] ppdet.engine INFO: Epoch: [79] [ 880/3251] learning_rate: 0.020466 loss_vfl: 0.747582 loss_bbox: 0.263181 loss_dfl: 0.185776 loss: 1.186276 eta: 1 day, 16:54:37 batch_cost: 2.2948 data_cost: 0.0009 ips: 12.2017 images/s [11/18 23:10:15] ppdet.engine INFO: Epoch: [79] [ 900/3251] learning_rate: 0.020454 loss_vfl: 0.766477 loss_bbox: 0.262699 loss_dfl: 0.178291 loss: 1.175428 eta: 1 day, 16:53:54 batch_cost: 2.3053 data_cost: 0.0010 ips: 12.1457 images/s [11/18 23:11:01] ppdet.engine INFO: Epoch: [79] [ 920/3251] learning_rate: 0.020443 loss_vfl: 0.719480 loss_bbox: 0.250526 loss_dfl: 0.168370 loss: 1.155341 eta: 1 day, 16:53:10 batch_cost: 2.0668 data_cost: 0.0010 ips: 13.5472 images/s [11/18 23:11:47] ppdet.engine INFO: Epoch: [79] [ 940/3251] learning_rate: 0.020431 loss_vfl: 0.746604 loss_bbox: 0.297537 loss_dfl: 0.195404 loss: 1.262553 eta: 1 day, 16:52:26 batch_cost: 2.2298 data_cost: 0.0011 ips: 12.5574 images/s [11/18 23:12:34] ppdet.engine INFO: Epoch: [79] [ 960/3251] learning_rate: 0.020419 loss_vfl: 0.741027 loss_bbox: 0.251688 loss_dfl: 0.172300 loss: 1.159904 eta: 1 day, 16:51:43 batch_cost: 2.2105 data_cost: 0.0014 ips: 12.6669 images/s [11/18 23:13:22] ppdet.engine INFO: Epoch: [79] [ 980/3251] learning_rate: 0.020408 loss_vfl: 0.767922 loss_bbox: 0.249256 loss_dfl: 0.178713 loss: 1.199816 eta: 1 day, 16:50:59 batch_cost: 2.2635 data_cost: 0.0016 ips: 12.3702 images/s [11/18 23:14:07] ppdet.engine INFO: Epoch: [79] [1000/3251] learning_rate: 0.020396 loss_vfl: 0.749895 loss_bbox: 0.253920 loss_dfl: 0.175892 loss: 1.193199 eta: 1 day, 16:50:15 batch_cost: 2.1178 data_cost: 0.0010 ips: 13.2210 images/s [11/18 23:14:55] ppdet.engine INFO: Epoch: [79] [1020/3251] learning_rate: 0.020384 loss_vfl: 0.763066 loss_bbox: 0.276290 loss_dfl: 0.171452 loss: 1.247621 eta: 1 day, 16:49:32 batch_cost: 2.3043 data_cost: 0.0011 ips: 12.1512 images/s [11/18 23:15:42] ppdet.engine INFO: Epoch: [79] [1040/3251] learning_rate: 0.020373 loss_vfl: 0.724586 loss_bbox: 0.253946 loss_dfl: 0.175634 loss: 1.168227 eta: 1 day, 16:48:48 batch_cost: 2.1757 data_cost: 0.0011 ips: 12.8696 images/s [11/18 23:16:28] ppdet.engine INFO: Epoch: [79] [1060/3251] learning_rate: 0.020361 loss_vfl: 0.746311 loss_bbox: 0.246098 loss_dfl: 0.166659 loss: 1.150992 eta: 1 day, 16:48:04 batch_cost: 2.1477 data_cost: 0.0010 ips: 13.0370 images/s [11/18 23:17:16] ppdet.engine INFO: Epoch: [79] [1080/3251] learning_rate: 0.020349 loss_vfl: 0.746198 loss_bbox: 0.287316 loss_dfl: 0.194546 loss: 1.184003 eta: 1 day, 16:47:21 batch_cost: 2.2445 data_cost: 0.0009 ips: 12.4750 images/s [11/18 23:18:02] ppdet.engine INFO: Epoch: [79] [1100/3251] learning_rate: 0.020337 loss_vfl: 0.758878 loss_bbox: 0.257295 loss_dfl: 0.187404 loss: 1.208508 eta: 1 day, 16:46:37 batch_cost: 2.1375 data_cost: 0.0009 ips: 13.0994 images/s [11/18 23:18:50] ppdet.engine INFO: Epoch: [79] [1120/3251] learning_rate: 0.020326 loss_vfl: 0.730972 loss_bbox: 0.275314 loss_dfl: 0.181718 loss: 1.183273 eta: 1 day, 16:45:53 batch_cost: 2.2001 data_cost: 0.0010 ips: 12.7265 images/s [11/18 23:19:40] ppdet.engine INFO: Epoch: [79] [1140/3251] learning_rate: 0.020314 loss_vfl: 0.745062 loss_bbox: 0.240217 loss_dfl: 0.178621 loss: 1.200477 eta: 1 day, 16:45:11 batch_cost: 2.3556 data_cost: 0.0013 ips: 11.8865 images/s [11/18 23:20:26] ppdet.engine INFO: Epoch: [79] [1160/3251] learning_rate: 0.020302 loss_vfl: 0.748010 loss_bbox: 0.247405 loss_dfl: 0.170764 loss: 1.178510 eta: 1 day, 16:44:26 batch_cost: 2.0949 data_cost: 0.0009 ips: 13.3661 images/s [11/18 23:21:11] ppdet.engine INFO: Epoch: [79] [1180/3251] learning_rate: 0.020291 loss_vfl: 0.781533 loss_bbox: 0.288450 loss_dfl: 0.185814 loss: 1.255922 eta: 1 day, 16:43:43 batch_cost: 2.1679 data_cost: 0.0011 ips: 12.9158 images/s [11/18 23:21:58] ppdet.engine INFO: Epoch: [79] [1200/3251] learning_rate: 0.020279 loss_vfl: 0.757612 loss_bbox: 0.303186 loss_dfl: 0.194860 loss: 1.279145 eta: 1 day, 16:42:59 batch_cost: 2.2447 data_cost: 0.0010 ips: 12.4737 images/s [11/18 23:22:43] ppdet.engine INFO: Epoch: [79] [1220/3251] learning_rate: 0.020267 loss_vfl: 0.755013 loss_bbox: 0.294969 loss_dfl: 0.202495 loss: 1.260945 eta: 1 day, 16:42:15 batch_cost: 2.1127 data_cost: 0.0009 ips: 13.2531 images/s [11/18 23:23:30] ppdet.engine INFO: Epoch: [79] [1240/3251] learning_rate: 0.020256 loss_vfl: 0.768773 loss_bbox: 0.266398 loss_dfl: 0.182819 loss: 1.214729 eta: 1 day, 16:41:32 batch_cost: 2.2255 data_cost: 0.0010 ips: 12.5815 images/s [11/18 23:24:15] ppdet.engine INFO: Epoch: [79] [1260/3251] learning_rate: 0.020244 loss_vfl: 0.743751 loss_bbox: 0.257287 loss_dfl: 0.175590 loss: 1.192756 eta: 1 day, 16:40:48 batch_cost: 2.1668 data_cost: 0.0009 ips: 12.9221 images/s [11/18 23:25:03] ppdet.engine INFO: Epoch: [79] [1280/3251] learning_rate: 0.020232 loss_vfl: 0.735108 loss_bbox: 0.255441 loss_dfl: 0.194311 loss: 1.198272 eta: 1 day, 16:40:05 batch_cost: 2.2670 data_cost: 0.0010 ips: 12.3513 images/s [11/18 23:25:49] ppdet.engine INFO: Epoch: [79] [1300/3251] learning_rate: 0.020221 loss_vfl: 0.750077 loss_bbox: 0.266652 loss_dfl: 0.195627 loss: 1.214885 eta: 1 day, 16:39:21 batch_cost: 2.2095 data_cost: 0.0013 ips: 12.6723 images/s [11/18 23:26:36] ppdet.engine INFO: Epoch: [79] [1320/3251] learning_rate: 0.020209 loss_vfl: 0.769986 loss_bbox: 0.270093 loss_dfl: 0.169307 loss: 1.178242 eta: 1 day, 16:38:37 batch_cost: 2.1998 data_cost: 0.0018 ips: 12.7282 images/s [11/18 23:27:24] ppdet.engine INFO: Epoch: [79] [1340/3251] learning_rate: 0.020197 loss_vfl: 0.743639 loss_bbox: 0.253265 loss_dfl: 0.173905 loss: 1.161511 eta: 1 day, 16:37:54 batch_cost: 2.2370 data_cost: 0.0010 ips: 12.5166 images/s [11/18 23:28:12] ppdet.engine INFO: Epoch: [79] [1360/3251] learning_rate: 0.020186 loss_vfl: 0.757677 loss_bbox: 0.250682 loss_dfl: 0.184228 loss: 1.178629 eta: 1 day, 16:37:10 batch_cost: 2.2413 data_cost: 0.0010 ips: 12.4925 images/s [11/18 23:28:59] ppdet.engine INFO: Epoch: [79] [1380/3251] learning_rate: 0.020174 loss_vfl: 0.742333 loss_bbox: 0.262331 loss_dfl: 0.173063 loss: 1.182189 eta: 1 day, 16:36:27 batch_cost: 2.2531 data_cost: 0.0009 ips: 12.4274 images/s [11/18 23:29:47] ppdet.engine INFO: Epoch: [79] [1400/3251] learning_rate: 0.020163 loss_vfl: 0.731658 loss_bbox: 0.257721 loss_dfl: 0.184915 loss: 1.181513 eta: 1 day, 16:35:44 batch_cost: 2.2139 data_cost: 0.0010 ips: 12.6474 images/s [11/18 23:30:34] ppdet.engine INFO: Epoch: [79] [1420/3251] learning_rate: 0.020151 loss_vfl: 0.756230 loss_bbox: 0.240194 loss_dfl: 0.186000 loss: 1.182798 eta: 1 day, 16:35:00 batch_cost: 2.1466 data_cost: 0.0009 ips: 13.0439 images/s [11/18 23:31:22] ppdet.engine INFO: Epoch: [79] [1440/3251] learning_rate: 0.020139 loss_vfl: 0.719842 loss_bbox: 0.253930 loss_dfl: 0.175119 loss: 1.184435 eta: 1 day, 16:34:16 batch_cost: 2.2430 data_cost: 0.0010 ips: 12.4832 images/s [11/18 23:32:08] ppdet.engine INFO: Epoch: [79] [1460/3251] learning_rate: 0.020128 loss_vfl: 0.754022 loss_bbox: 0.271813 loss_dfl: 0.201317 loss: 1.228981 eta: 1 day, 16:33:33 batch_cost: 2.2026 data_cost: 0.0011 ips: 12.7124 images/s [11/18 23:32:58] ppdet.engine INFO: Epoch: [79] [1480/3251] learning_rate: 0.020116 loss_vfl: 0.739478 loss_bbox: 0.263435 loss_dfl: 0.177482 loss: 1.188616 eta: 1 day, 16:32:50 batch_cost: 2.3576 data_cost: 0.0019 ips: 11.8764 images/s [11/18 23:33:45] ppdet.engine INFO: Epoch: [79] [1500/3251] learning_rate: 0.020104 loss_vfl: 0.739548 loss_bbox: 0.262298 loss_dfl: 0.177085 loss: 1.196221 eta: 1 day, 16:32:06 batch_cost: 2.2220 data_cost: 0.0011 ips: 12.6012 images/s [11/18 23:34:29] ppdet.engine INFO: Epoch: [79] [1520/3251] learning_rate: 0.020093 loss_vfl: 0.750336 loss_bbox: 0.309704 loss_dfl: 0.197766 loss: 1.264200 eta: 1 day, 16:31:22 batch_cost: 2.0895 data_cost: 0.0014 ips: 13.4001 images/s [11/18 23:35:17] ppdet.engine INFO: Epoch: [79] [1540/3251] learning_rate: 0.020081 loss_vfl: 0.740471 loss_bbox: 0.246088 loss_dfl: 0.184510 loss: 1.196252 eta: 1 day, 16:30:39 batch_cost: 2.2790 data_cost: 0.0009 ips: 12.2860 images/s [11/18 23:36:05] ppdet.engine INFO: Epoch: [79] [1560/3251] learning_rate: 0.020070 loss_vfl: 0.774247 loss_bbox: 0.242889 loss_dfl: 0.177168 loss: 1.182448 eta: 1 day, 16:29:55 batch_cost: 2.2411 data_cost: 0.0012 ips: 12.4938 images/s [11/18 23:36:53] ppdet.engine INFO: Epoch: [79] [1580/3251] learning_rate: 0.020058 loss_vfl: 0.747121 loss_bbox: 0.256354 loss_dfl: 0.173021 loss: 1.209405 eta: 1 day, 16:29:12 batch_cost: 2.2872 data_cost: 0.0021 ips: 12.2418 images/s [11/18 23:37:40] ppdet.engine INFO: Epoch: [79] [1600/3251] learning_rate: 0.020046 loss_vfl: 0.770252 loss_bbox: 0.232406 loss_dfl: 0.156970 loss: 1.180656 eta: 1 day, 16:28:29 batch_cost: 2.2257 data_cost: 0.0011 ips: 12.5801 images/s [11/18 23:38:29] ppdet.engine INFO: Epoch: [79] [1620/3251] learning_rate: 0.020035 loss_vfl: 0.741902 loss_bbox: 0.274652 loss_dfl: 0.189230 loss: 1.210186 eta: 1 day, 16:27:45 batch_cost: 2.2406 data_cost: 0.0011 ips: 12.4968 images/s [11/18 23:39:16] ppdet.engine INFO: Epoch: [79] [1640/3251] learning_rate: 0.020023 loss_vfl: 0.753344 loss_bbox: 0.224720 loss_dfl: 0.162267 loss: 1.129155 eta: 1 day, 16:27:01 batch_cost: 2.1443 data_cost: 0.0014 ips: 13.0578 images/s [11/18 23:40:05] ppdet.engine INFO: Epoch: [79] [1660/3251] learning_rate: 0.020012 loss_vfl: 0.767543 loss_bbox: 0.253029 loss_dfl: 0.177860 loss: 1.206965 eta: 1 day, 16:26:18 batch_cost: 2.2399 data_cost: 0.0015 ips: 12.5003 images/s [11/18 23:40:51] ppdet.engine INFO: Epoch: [79] [1680/3251] learning_rate: 0.020000 loss_vfl: 0.756716 loss_bbox: 0.207863 loss_dfl: 0.152548 loss: 1.123091 eta: 1 day, 16:25:34 batch_cost: 2.1725 data_cost: 0.0010 ips: 12.8884 images/s [11/18 23:41:38] ppdet.engine INFO: Epoch: [79] [1700/3251] learning_rate: 0.019988 loss_vfl: 0.743072 loss_bbox: 0.275594 loss_dfl: 0.185774 loss: 1.212299 eta: 1 day, 16:24:51 batch_cost: 2.2037 data_cost: 0.0009 ips: 12.7058 images/s [11/18 23:42:24] ppdet.engine INFO: Epoch: [79] [1720/3251] learning_rate: 0.019977 loss_vfl: 0.745633 loss_bbox: 0.265488 loss_dfl: 0.178148 loss: 1.185985 eta: 1 day, 16:24:07 batch_cost: 2.2299 data_cost: 0.0009 ips: 12.5568 images/s [11/18 23:43:13] ppdet.engine INFO: Epoch: [79] [1740/3251] learning_rate: 0.019965 loss_vfl: 0.757774 loss_bbox: 0.275965 loss_dfl: 0.191283 loss: 1.229883 eta: 1 day, 16:23:24 batch_cost: 2.3128 data_cost: 0.0010 ips: 12.1064 images/s [11/18 23:43:59] ppdet.engine INFO: Epoch: [79] [1760/3251] learning_rate: 0.019954 loss_vfl: 0.767214 loss_bbox: 0.268769 loss_dfl: 0.180991 loss: 1.204706 eta: 1 day, 16:22:40 batch_cost: 2.1683 data_cost: 0.0009 ips: 12.9133 images/s [11/18 23:44:47] ppdet.engine INFO: Epoch: [79] [1780/3251] learning_rate: 0.019942 loss_vfl: 0.768419 loss_bbox: 0.230132 loss_dfl: 0.162420 loss: 1.197077 eta: 1 day, 16:21:57 batch_cost: 2.2359 data_cost: 0.0009 ips: 12.5229 images/s [11/18 23:45:35] ppdet.engine INFO: Epoch: [79] [1800/3251] learning_rate: 0.019930 loss_vfl: 0.743986 loss_bbox: 0.248250 loss_dfl: 0.175812 loss: 1.173265 eta: 1 day, 16:21:13 batch_cost: 2.2751 data_cost: 0.0010 ips: 12.3073 images/s [11/18 23:46:20] ppdet.engine INFO: Epoch: [79] [1820/3251] learning_rate: 0.019919 loss_vfl: 0.765387 loss_bbox: 0.259535 loss_dfl: 0.176535 loss: 1.214752 eta: 1 day, 16:20:29 batch_cost: 2.1094 data_cost: 0.0010 ips: 13.2742 images/s [11/18 23:47:08] ppdet.engine INFO: Epoch: [79] [1840/3251] learning_rate: 0.019907 loss_vfl: 0.732061 loss_bbox: 0.258964 loss_dfl: 0.173117 loss: 1.206703 eta: 1 day, 16:19:46 batch_cost: 2.3065 data_cost: 0.0009 ips: 12.1397 images/s [11/18 23:47:55] ppdet.engine INFO: Epoch: [79] [1860/3251] learning_rate: 0.019896 loss_vfl: 0.751311 loss_bbox: 0.266694 loss_dfl: 0.178110 loss: 1.189916 eta: 1 day, 16:19:03 batch_cost: 2.2105 data_cost: 0.0010 ips: 12.6670 images/s [11/18 23:48:41] ppdet.engine INFO: Epoch: [79] [1880/3251] learning_rate: 0.019884 loss_vfl: 0.738874 loss_bbox: 0.233088 loss_dfl: 0.173168 loss: 1.178526 eta: 1 day, 16:18:19 batch_cost: 2.2345 data_cost: 0.0010 ips: 12.5305 images/s [11/18 23:49:29] ppdet.engine INFO: Epoch: [79] [1900/3251] learning_rate: 0.019873 loss_vfl: 0.758365 loss_bbox: 0.278260 loss_dfl: 0.183543 loss: 1.208261 eta: 1 day, 16:17:36 batch_cost: 2.2637 data_cost: 0.0010 ips: 12.3690 images/s [11/18 23:50:16] ppdet.engine INFO: Epoch: [79] [1920/3251] learning_rate: 0.019861 loss_vfl: 0.749158 loss_bbox: 0.246173 loss_dfl: 0.176998 loss: 1.187830 eta: 1 day, 16:16:53 batch_cost: 2.2622 data_cost: 0.0010 ips: 12.3775 images/s [11/18 23:51:03] ppdet.engine INFO: Epoch: [79] [1940/3251] learning_rate: 0.019849 loss_vfl: 0.730597 loss_bbox: 0.295747 loss_dfl: 0.196099 loss: 1.224284 eta: 1 day, 16:16:09 batch_cost: 2.1866 data_cost: 0.0010 ips: 12.8053 images/s [11/18 23:51:51] ppdet.engine INFO: Epoch: [79] [1960/3251] learning_rate: 0.019838 loss_vfl: 0.776839 loss_bbox: 0.289521 loss_dfl: 0.195067 loss: 1.281732 eta: 1 day, 16:15:26 batch_cost: 2.2617 data_cost: 0.0009 ips: 12.3800 images/s [11/18 23:52:37] ppdet.engine INFO: Epoch: [79] [1980/3251] learning_rate: 0.019826 loss_vfl: 0.739434 loss_bbox: 0.273111 loss_dfl: 0.185649 loss: 1.202080 eta: 1 day, 16:14:42 batch_cost: 2.1635 data_cost: 0.0009 ips: 12.9421 images/s [11/18 23:53:25] ppdet.engine INFO: Epoch: [79] [2000/3251] learning_rate: 0.019815 loss_vfl: 0.753740 loss_bbox: 0.285391 loss_dfl: 0.187736 loss: 1.212791 eta: 1 day, 16:13:58 batch_cost: 2.2522 data_cost: 0.0015 ips: 12.4323 images/s [11/18 23:54:12] ppdet.engine INFO: Epoch: [79] [2020/3251] learning_rate: 0.019803 loss_vfl: 0.748093 loss_bbox: 0.285348 loss_dfl: 0.186693 loss: 1.186676 eta: 1 day, 16:13:15 batch_cost: 2.2161 data_cost: 0.0009 ips: 12.6348 images/s [11/18 23:54:59] ppdet.engine INFO: Epoch: [79] [2040/3251] learning_rate: 0.019792 loss_vfl: 0.754842 loss_bbox: 0.253983 loss_dfl: 0.184634 loss: 1.156359 eta: 1 day, 16:12:32 batch_cost: 2.2725 data_cost: 0.0016 ips: 12.3211 images/s [11/18 23:55:46] ppdet.engine INFO: Epoch: [79] [2060/3251] learning_rate: 0.019780 loss_vfl: 0.748773 loss_bbox: 0.275711 loss_dfl: 0.179748 loss: 1.206264 eta: 1 day, 16:11:48 batch_cost: 2.2563 data_cost: 0.0010 ips: 12.4098 images/s [11/18 23:56:33] ppdet.engine INFO: Epoch: [79] [2080/3251] learning_rate: 0.019769 loss_vfl: 0.739177 loss_bbox: 0.305604 loss_dfl: 0.207664 loss: 1.239764 eta: 1 day, 16:11:05 batch_cost: 2.2126 data_cost: 0.0013 ips: 12.6548 images/s [11/18 23:57:22] ppdet.engine INFO: Epoch: [79] [2100/3251] learning_rate: 0.019757 loss_vfl: 0.742792 loss_bbox: 0.252897 loss_dfl: 0.173487 loss: 1.173390 eta: 1 day, 16:10:22 batch_cost: 2.3542 data_cost: 0.0009 ips: 11.8936 images/s [11/18 23:58:11] ppdet.engine INFO: Epoch: [79] [2120/3251] learning_rate: 0.019746 loss_vfl: 0.763796 loss_bbox: 0.268781 loss_dfl: 0.182969 loss: 1.206398 eta: 1 day, 16:09:39 batch_cost: 2.3133 data_cost: 0.0009 ips: 12.1037 images/s [11/18 23:58:58] ppdet.engine INFO: Epoch: [79] [2140/3251] learning_rate: 0.019734 loss_vfl: 0.731337 loss_bbox: 0.251666 loss_dfl: 0.184878 loss: 1.188388 eta: 1 day, 16:08:55 batch_cost: 2.2728 data_cost: 0.0012 ips: 12.3197 images/s [11/18 23:59:43] ppdet.engine INFO: Epoch: [79] [2160/3251] learning_rate: 0.019722 loss_vfl: 0.755532 loss_bbox: 0.283164 loss_dfl: 0.195078 loss: 1.228902 eta: 1 day, 16:08:11 batch_cost: 2.0877 data_cost: 0.0009 ips: 13.4116 images/s [11/19 00:00:33] ppdet.engine INFO: Epoch: [79] [2180/3251] learning_rate: 0.019711 loss_vfl: 0.754782 loss_bbox: 0.243974 loss_dfl: 0.179219 loss: 1.154690 eta: 1 day, 16:07:29 batch_cost: 2.3811 data_cost: 0.0009 ips: 11.7592 images/s [11/19 00:01:21] ppdet.engine INFO: Epoch: [79] [2200/3251] learning_rate: 0.019699 loss_vfl: 0.754222 loss_bbox: 0.260875 loss_dfl: 0.171930 loss: 1.175853 eta: 1 day, 16:06:45 batch_cost: 2.2333 data_cost: 0.0011 ips: 12.5375 images/s [11/19 00:02:11] ppdet.engine INFO: Epoch: [79] [2220/3251] learning_rate: 0.019688 loss_vfl: 0.729386 loss_bbox: 0.281063 loss_dfl: 0.193597 loss: 1.214128 eta: 1 day, 16:06:02 batch_cost: 2.3463 data_cost: 0.0014 ips: 11.9336 images/s [11/19 00:02:59] ppdet.engine INFO: Epoch: [79] [2240/3251] learning_rate: 0.019676 loss_vfl: 0.759595 loss_bbox: 0.270397 loss_dfl: 0.194485 loss: 1.241720 eta: 1 day, 16:05:19 batch_cost: 2.3059 data_cost: 0.0010 ips: 12.1430 images/s [11/19 00:03:45] ppdet.engine INFO: Epoch: [79] [2260/3251] learning_rate: 0.019665 loss_vfl: 0.743940 loss_bbox: 0.258678 loss_dfl: 0.185851 loss: 1.205220 eta: 1 day, 16:04:35 batch_cost: 2.1571 data_cost: 0.0010 ips: 12.9804 images/s [11/19 00:04:31] ppdet.engine INFO: Epoch: [79] [2280/3251] learning_rate: 0.019653 loss_vfl: 0.763896 loss_bbox: 0.275369 loss_dfl: 0.187785 loss: 1.203236 eta: 1 day, 16:03:51 batch_cost: 2.1261 data_cost: 0.0009 ips: 13.1695 images/s [11/19 00:05:19] ppdet.engine INFO: Epoch: [79] [2300/3251] learning_rate: 0.019642 loss_vfl: 0.762580 loss_bbox: 0.259472 loss_dfl: 0.175151 loss: 1.199927 eta: 1 day, 16:03:08 batch_cost: 2.2184 data_cost: 0.0009 ips: 12.6215 images/s [11/19 00:06:06] ppdet.engine INFO: Epoch: [79] [2320/3251] learning_rate: 0.019630 loss_vfl: 0.737605 loss_bbox: 0.229936 loss_dfl: 0.159862 loss: 1.116077 eta: 1 day, 16:02:24 batch_cost: 2.2483 data_cost: 0.0010 ips: 12.4537 images/s [11/19 00:06:55] ppdet.engine INFO: Epoch: [79] [2340/3251] learning_rate: 0.019619 loss_vfl: 0.720691 loss_bbox: 0.220920 loss_dfl: 0.160378 loss: 1.104051 eta: 1 day, 16:01:41 batch_cost: 2.2982 data_cost: 0.0013 ips: 12.1832 images/s [11/19 00:07:42] ppdet.engine INFO: Epoch: [79] [2360/3251] learning_rate: 0.019607 loss_vfl: 0.770274 loss_bbox: 0.315732 loss_dfl: 0.202769 loss: 1.294271 eta: 1 day, 16:00:58 batch_cost: 2.2593 data_cost: 0.0010 ips: 12.3934 images/s [11/19 00:08:29] ppdet.engine INFO: Epoch: [79] [2380/3251] learning_rate: 0.019596 loss_vfl: 0.751576 loss_bbox: 0.285130 loss_dfl: 0.192508 loss: 1.226556 eta: 1 day, 16:00:14 batch_cost: 2.2536 data_cost: 0.0010 ips: 12.4244 images/s [11/19 00:09:18] ppdet.engine INFO: Epoch: [79] [2400/3251] learning_rate: 0.019584 loss_vfl: 0.731974 loss_bbox: 0.240784 loss_dfl: 0.171028 loss: 1.172113 eta: 1 day, 15:59:31 batch_cost: 2.3303 data_cost: 0.0010 ips: 12.0155 images/s [11/19 00:10:04] ppdet.engine INFO: Epoch: [79] [2420/3251] learning_rate: 0.019573 loss_vfl: 0.728216 loss_bbox: 0.232873 loss_dfl: 0.171486 loss: 1.139030 eta: 1 day, 15:58:48 batch_cost: 2.1917 data_cost: 0.0010 ips: 12.7755 images/s [11/19 00:10:52] ppdet.engine INFO: Epoch: [79] [2440/3251] learning_rate: 0.019561 loss_vfl: 0.744233 loss_bbox: 0.285077 loss_dfl: 0.180413 loss: 1.234534 eta: 1 day, 15:58:05 batch_cost: 2.3278 data_cost: 0.0009 ips: 12.0288 images/s [11/19 00:11:40] ppdet.engine INFO: Epoch: [79] [2460/3251] learning_rate: 0.019550 loss_vfl: 0.734473 loss_bbox: 0.257966 loss_dfl: 0.172819 loss: 1.147875 eta: 1 day, 15:57:22 batch_cost: 2.2813 data_cost: 0.0010 ips: 12.2738 images/s [11/19 00:12:28] ppdet.engine INFO: Epoch: [79] [2480/3251] learning_rate: 0.019538 loss_vfl: 0.772485 loss_bbox: 0.233233 loss_dfl: 0.171330 loss: 1.219865 eta: 1 day, 15:56:38 batch_cost: 2.2988 data_cost: 0.0009 ips: 12.1804 images/s [11/19 00:13:15] ppdet.engine INFO: Epoch: [79] [2500/3251] learning_rate: 0.019527 loss_vfl: 0.756877 loss_bbox: 0.246516 loss_dfl: 0.185838 loss: 1.190496 eta: 1 day, 15:55:55 batch_cost: 2.2000 data_cost: 0.0013 ips: 12.7273 images/s [11/19 00:14:02] ppdet.engine INFO: Epoch: [79] [2520/3251] learning_rate: 0.019516 loss_vfl: 0.738382 loss_bbox: 0.248904 loss_dfl: 0.175794 loss: 1.172296 eta: 1 day, 15:55:11 batch_cost: 2.2582 data_cost: 0.0012 ips: 12.3994 images/s [11/19 00:14:50] ppdet.engine INFO: Epoch: [79] [2540/3251] learning_rate: 0.019504 loss_vfl: 0.742594 loss_bbox: 0.243964 loss_dfl: 0.168795 loss: 1.169870 eta: 1 day, 15:54:28 batch_cost: 2.2439 data_cost: 0.0009 ips: 12.4784 images/s [11/19 00:15:37] ppdet.engine INFO: Epoch: [79] [2560/3251] learning_rate: 0.019493 loss_vfl: 0.769140 loss_bbox: 0.249911 loss_dfl: 0.173040 loss: 1.179779 eta: 1 day, 15:53:44 batch_cost: 2.2210 data_cost: 0.0010 ips: 12.6072 images/s [11/19 00:16:25] ppdet.engine INFO: Epoch: [79] [2580/3251] learning_rate: 0.019481 loss_vfl: 0.773141 loss_bbox: 0.236529 loss_dfl: 0.175603 loss: 1.194887 eta: 1 day, 15:53:01 batch_cost: 2.2994 data_cost: 0.0018 ips: 12.1770 images/s [11/19 00:17:13] ppdet.engine INFO: Epoch: [79] [2600/3251] learning_rate: 0.019470 loss_vfl: 0.770517 loss_bbox: 0.250129 loss_dfl: 0.172166 loss: 1.218886 eta: 1 day, 15:52:18 batch_cost: 2.2927 data_cost: 0.0011 ips: 12.2128 images/s [11/19 00:17:58] ppdet.engine INFO: Epoch: [79] [2620/3251] learning_rate: 0.019458 loss_vfl: 0.791313 loss_bbox: 0.246059 loss_dfl: 0.171542 loss: 1.179786 eta: 1 day, 15:51:34 batch_cost: 2.1624 data_cost: 0.0009 ips: 12.9485 images/s [11/19 00:18:44] ppdet.engine INFO: Epoch: [79] [2640/3251] learning_rate: 0.019447 loss_vfl: 0.749001 loss_bbox: 0.271062 loss_dfl: 0.180407 loss: 1.220892 eta: 1 day, 15:50:50 batch_cost: 2.1503 data_cost: 0.0010 ips: 13.0216 images/s [11/19 00:19:31] ppdet.engine INFO: Epoch: [79] [2660/3251] learning_rate: 0.019435 loss_vfl: 0.736405 loss_bbox: 0.266973 loss_dfl: 0.182068 loss: 1.178735 eta: 1 day, 15:50:07 batch_cost: 2.2254 data_cost: 0.0015 ips: 12.5822 images/s [11/19 00:20:18] ppdet.engine INFO: Epoch: [79] [2680/3251] learning_rate: 0.019424 loss_vfl: 0.726589 loss_bbox: 0.259139 loss_dfl: 0.177822 loss: 1.193446 eta: 1 day, 15:49:23 batch_cost: 2.2281 data_cost: 0.0011 ips: 12.5666 images/s [11/19 00:21:04] ppdet.engine INFO: Epoch: [79] [2700/3251] learning_rate: 0.019412 loss_vfl: 0.757580 loss_bbox: 0.270270 loss_dfl: 0.183584 loss: 1.208607 eta: 1 day, 15:48:40 batch_cost: 2.1727 data_cost: 0.0010 ips: 12.8874 images/s [11/19 00:21:51] ppdet.engine INFO: Epoch: [79] [2720/3251] learning_rate: 0.019401 loss_vfl: 0.728988 loss_bbox: 0.249916 loss_dfl: 0.187518 loss: 1.223294 eta: 1 day, 15:47:56 batch_cost: 2.2265 data_cost: 0.0010 ips: 12.5759 images/s [11/19 00:22:36] ppdet.engine INFO: Epoch: [79] [2740/3251] learning_rate: 0.019390 loss_vfl: 0.748373 loss_bbox: 0.248025 loss_dfl: 0.175581 loss: 1.196485 eta: 1 day, 15:47:12 batch_cost: 2.1347 data_cost: 0.0009 ips: 13.1164 images/s [11/19 00:23:24] ppdet.engine INFO: Epoch: [79] [2760/3251] learning_rate: 0.019378 loss_vfl: 0.756083 loss_bbox: 0.258461 loss_dfl: 0.177561 loss: 1.184203 eta: 1 day, 15:46:29 batch_cost: 2.3030 data_cost: 0.0010 ips: 12.1582 images/s [11/19 00:24:10] ppdet.engine INFO: Epoch: [79] [2780/3251] learning_rate: 0.019367 loss_vfl: 0.753912 loss_bbox: 0.267312 loss_dfl: 0.186562 loss: 1.221896 eta: 1 day, 15:45:45 batch_cost: 2.1752 data_cost: 0.0010 ips: 12.8723 images/s [11/19 00:24:58] ppdet.engine INFO: Epoch: [79] [2800/3251] learning_rate: 0.019355 loss_vfl: 0.740807 loss_bbox: 0.255972 loss_dfl: 0.177136 loss: 1.162200 eta: 1 day, 15:45:02 batch_cost: 2.2955 data_cost: 0.0009 ips: 12.1979 images/s [11/19 00:25:46] ppdet.engine INFO: Epoch: [79] [2820/3251] learning_rate: 0.019344 loss_vfl: 0.720446 loss_bbox: 0.240735 loss_dfl: 0.170969 loss: 1.130265 eta: 1 day, 15:44:19 batch_cost: 2.2825 data_cost: 0.0010 ips: 12.2672 images/s [11/19 00:26:33] ppdet.engine INFO: Epoch: [79] [2840/3251] learning_rate: 0.019332 loss_vfl: 0.752699 loss_bbox: 0.264166 loss_dfl: 0.174430 loss: 1.191676 eta: 1 day, 15:43:35 batch_cost: 2.2389 data_cost: 0.0010 ips: 12.5063 images/s [11/19 00:27:20] ppdet.engine INFO: Epoch: [79] [2860/3251] learning_rate: 0.019321 loss_vfl: 0.747102 loss_bbox: 0.260739 loss_dfl: 0.183525 loss: 1.179531 eta: 1 day, 15:42:52 batch_cost: 2.1832 data_cost: 0.0012 ips: 12.8252 images/s [11/19 00:28:06] ppdet.engine INFO: Epoch: [79] [2880/3251] learning_rate: 0.019310 loss_vfl: 0.736238 loss_bbox: 0.262468 loss_dfl: 0.174898 loss: 1.182809 eta: 1 day, 15:42:08 batch_cost: 2.2305 data_cost: 0.0009 ips: 12.5530 images/s [11/19 00:28:55] ppdet.engine INFO: Epoch: [79] [2900/3251] learning_rate: 0.019298 loss_vfl: 0.762351 loss_bbox: 0.228149 loss_dfl: 0.165047 loss: 1.169545 eta: 1 day, 15:41:25 batch_cost: 2.3030 data_cost: 0.0010 ips: 12.1580 images/s [11/19 00:29:43] ppdet.engine INFO: Epoch: [79] [2920/3251] learning_rate: 0.019287 loss_vfl: 0.758124 loss_bbox: 0.235093 loss_dfl: 0.159797 loss: 1.147149 eta: 1 day, 15:40:42 batch_cost: 2.2262 data_cost: 0.0010 ips: 12.5775 images/s [11/19 00:30:29] ppdet.engine INFO: Epoch: [79] [2940/3251] learning_rate: 0.019275 loss_vfl: 0.741184 loss_bbox: 0.269339 loss_dfl: 0.182990 loss: 1.186286 eta: 1 day, 15:39:58 batch_cost: 2.1675 data_cost: 0.0010 ips: 12.9180 images/s [11/19 00:31:16] ppdet.engine INFO: Epoch: [79] [2960/3251] learning_rate: 0.019264 loss_vfl: 0.735781 loss_bbox: 0.223407 loss_dfl: 0.162632 loss: 1.145935 eta: 1 day, 15:39:14 batch_cost: 2.2189 data_cost: 0.0017 ips: 12.6189 images/s [11/19 00:32:05] ppdet.engine INFO: Epoch: [79] [2980/3251] learning_rate: 0.019253 loss_vfl: 0.769767 loss_bbox: 0.243574 loss_dfl: 0.170348 loss: 1.223166 eta: 1 day, 15:38:31 batch_cost: 2.2260 data_cost: 0.0010 ips: 12.5787 images/s [11/19 00:32:54] ppdet.engine INFO: Epoch: [79] [3000/3251] learning_rate: 0.019241 loss_vfl: 0.754774 loss_bbox: 0.245299 loss_dfl: 0.168922 loss: 1.169695 eta: 1 day, 15:37:48 batch_cost: 2.3434 data_cost: 0.0010 ips: 11.9483 images/s [11/19 00:33:40] ppdet.engine INFO: Epoch: [79] [3020/3251] learning_rate: 0.019230 loss_vfl: 0.765503 loss_bbox: 0.284068 loss_dfl: 0.194538 loss: 1.217133 eta: 1 day, 15:37:04 batch_cost: 2.0968 data_cost: 0.0009 ips: 13.3536 images/s [11/19 00:34:27] ppdet.engine INFO: Epoch: [79] [3040/3251] learning_rate: 0.019218 loss_vfl: 0.777955 loss_bbox: 0.260962 loss_dfl: 0.173063 loss: 1.226040 eta: 1 day, 15:36:20 batch_cost: 2.2491 data_cost: 0.0009 ips: 12.4494 images/s [11/19 00:35:12] ppdet.engine INFO: Epoch: [79] [3060/3251] learning_rate: 0.019207 loss_vfl: 0.740729 loss_bbox: 0.235077 loss_dfl: 0.165939 loss: 1.179146 eta: 1 day, 15:35:37 batch_cost: 2.1950 data_cost: 0.0009 ips: 12.7565 images/s [11/19 00:35:58] ppdet.engine INFO: Epoch: [79] [3080/3251] learning_rate: 0.019196 loss_vfl: 0.745941 loss_bbox: 0.251827 loss_dfl: 0.185055 loss: 1.216917 eta: 1 day, 15:34:53 batch_cost: 2.1489 data_cost: 0.0010 ips: 13.0296 images/s [11/19 00:36:45] ppdet.engine INFO: Epoch: [79] [3100/3251] learning_rate: 0.019184 loss_vfl: 0.755215 loss_bbox: 0.241479 loss_dfl: 0.164029 loss: 1.157478 eta: 1 day, 15:34:09 batch_cost: 2.1297 data_cost: 0.0018 ips: 13.1473 images/s [11/19 00:37:34] ppdet.engine INFO: Epoch: [79] [3120/3251] learning_rate: 0.019173 loss_vfl: 0.747888 loss_bbox: 0.254417 loss_dfl: 0.176623 loss: 1.179856 eta: 1 day, 15:33:26 batch_cost: 2.3220 data_cost: 0.0010 ips: 12.0588 images/s [11/19 00:38:20] ppdet.engine INFO: Epoch: [79] [3140/3251] learning_rate: 0.019161 loss_vfl: 0.740066 loss_bbox: 0.261422 loss_dfl: 0.182345 loss: 1.197100 eta: 1 day, 15:32:42 batch_cost: 2.1671 data_cost: 0.0009 ips: 12.9205 images/s [11/19 00:39:09] ppdet.engine INFO: Epoch: [79] [3160/3251] learning_rate: 0.019150 loss_vfl: 0.755080 loss_bbox: 0.275401 loss_dfl: 0.180945 loss: 1.201593 eta: 1 day, 15:31:59 batch_cost: 2.2887 data_cost: 0.0009 ips: 12.2342 images/s [11/19 00:39:57] ppdet.engine INFO: Epoch: [79] [3180/3251] learning_rate: 0.019139 loss_vfl: 0.751928 loss_bbox: 0.273423 loss_dfl: 0.192462 loss: 1.221579 eta: 1 day, 15:31:15 batch_cost: 2.2428 data_cost: 0.0009 ips: 12.4846 images/s [11/19 00:40:45] ppdet.engine INFO: Epoch: [79] [3200/3251] learning_rate: 0.019127 loss_vfl: 0.757552 loss_bbox: 0.237880 loss_dfl: 0.164016 loss: 1.145998 eta: 1 day, 15:30:32 batch_cost: 2.3049 data_cost: 0.0010 ips: 12.1481 images/s [11/19 00:41:33] ppdet.engine INFO: Epoch: [79] [3220/3251] learning_rate: 0.019116 loss_vfl: 0.753251 loss_bbox: 0.256845 loss_dfl: 0.178310 loss: 1.199511 eta: 1 day, 15:29:49 batch_cost: 2.3171 data_cost: 0.0009 ips: 12.0842 images/s [11/19 00:42:19] ppdet.engine INFO: Epoch: [79] [3240/3251] learning_rate: 0.019105 loss_vfl: 0.765390 loss_bbox: 0.287820 loss_dfl: 0.197867 loss: 1.253327 eta: 1 day, 15:29:05 batch_cost: 2.1381 data_cost: 0.0014 ips: 13.0956 images/s [11/19 00:42:37] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_lcnet_2_5x_640_mainbody [11/19 00:42:37] ppdet.engine INFO: Eval iter: 0 [11/19 00:43:27] ppdet.engine INFO: Eval iter: 100 [11/19 00:43:53] ppdet.engine INFO: Eval iter: 200 [11/19 00:44:21] ppdet.engine INFO: Eval iter: 300 [11/19 00:44:50] ppdet.engine INFO: Eval iter: 400 [11/19 00:45:17] ppdet.engine INFO: Eval iter: 500 [11/19 00:45:45] ppdet.engine INFO: Eval iter: 600 [11/19 00:46:13] ppdet.engine INFO: Eval iter: 700 [11/19 00:46:39] ppdet.engine INFO: Eval iter: 800 [11/19 00:47:06] ppdet.engine INFO: Eval iter: 900 [11/19 00:47:33] ppdet.engine INFO: Eval iter: 1000 [11/19 00:47:58] ppdet.engine INFO: Eval iter: 1100 [11/19 00:48:24] ppdet.engine INFO: Eval iter: 1200 [11/19 00:48:50] ppdet.engine INFO: Eval iter: 1300 [11/19 00:49:16] ppdet.engine INFO: Eval iter: 1400 [11/19 00:49:44] ppdet.engine INFO: Eval iter: 1500 [11/19 00:50:11] ppdet.engine INFO: Eval iter: 1600 [11/19 00:50:38] ppdet.engine INFO: Eval iter: 1700 [11/19 00:51:06] ppdet.engine INFO: Eval iter: 1800 [11/19 00:51:33] ppdet.engine INFO: Eval iter: 1900 [11/19 00:52:00] ppdet.engine INFO: Eval iter: 2000 [11/19 00:52:27] ppdet.engine INFO: Eval iter: 2100 [11/19 00:52:54] ppdet.engine INFO: Eval iter: 2200 [11/19 00:53:21] ppdet.engine INFO: Eval iter: 2300 [11/19 00:54:18] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json. loading annotations into memory... Done (t=2.24s) creating index... index created! [11/19 00:54:20] ppdet.metrics.coco_utils INFO: Start evaluate... Loading and preparing results... DONE (t=15.47s) creating index... index created! Running per image evaluation... Evaluate annotation type *bbox* DONE (t=385.72s). Accumulating evaluation results... DONE (t=28.92s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.398 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.591 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.424 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.234 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.470 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 ] = 0.085 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.398 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 ] = 0.375 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.637 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.756 [11/19 01:01:34] ppdet.engine INFO: Total sample number: 19074, averge FPS: 28.546317779465035 [11/19 01:01:34] ppdet.engine INFO: Best test bbox ap is 0.415. [11/19 01:01:36] ppdet.engine INFO: Epoch: [80] [ 0/3251] learning_rate: 0.019098 loss_vfl: 0.772370 loss_bbox: 0.286936 loss_dfl: 0.197990 loss: 1.269731 eta: 1 day, 15:28:38 batch_cost: 1.4251 data_cost: 0.0014 ips: 19.6484 images/s [11/19 01:02:24] ppdet.engine INFO: Epoch: [80] [ 20/3251] learning_rate: 0.019087 loss_vfl: 0.761498 loss_bbox: 0.226110 loss_dfl: 0.163000 loss: 1.181500 eta: 1 day, 15:27:54 batch_cost: 2.2888 data_cost: 0.0013 ips: 12.2333 images/s [11/19 01:03:09] ppdet.engine INFO: Epoch: [80] [ 40/3251] learning_rate: 0.019076 loss_vfl: 0.733916 loss_bbox: 0.267755 loss_dfl: 0.169161 loss: 1.172632 eta: 1 day, 15:27:10 batch_cost: 2.0866 data_cost: 0.0009 ips: 13.4187 images/s [11/19 01:03:56] ppdet.engine INFO: Epoch: [80] [ 60/3251] learning_rate: 0.019064 loss_vfl: 0.766916 loss_bbox: 0.274713 loss_dfl: 0.186805 loss: 1.211904 eta: 1 day, 15:26:26 batch_cost: 2.2008 data_cost: 0.0009 ips: 12.7228 images/s [11/19 01:04:44] ppdet.engine INFO: Epoch: [80] [ 80/3251] learning_rate: 0.019053 loss_vfl: 0.744160 loss_bbox: 0.261217 loss_dfl: 0.184255 loss: 1.198356 eta: 1 day, 15:25:43 batch_cost: 2.2412 data_cost: 0.0009 ips: 12.4932 images/s [11/19 01:05:32] ppdet.engine INFO: Epoch: [80] [ 100/3251] learning_rate: 0.019042 loss_vfl: 0.720935 loss_bbox: 0.252220 loss_dfl: 0.178484 loss: 1.207039 eta: 1 day, 15:24:59 batch_cost: 2.2165 data_cost: 0.0014 ips: 12.6324 images/s [11/19 01:06:18] ppdet.engine INFO: Epoch: [80] [ 120/3251] learning_rate: 0.019030 loss_vfl: 0.781256 loss_bbox: 0.239594 loss_dfl: 0.159513 loss: 1.172156 eta: 1 day, 15:24:16 batch_cost: 2.1859 data_cost: 0.0010 ips: 12.8095 images/s [11/19 01:07:08] ppdet.engine INFO: Epoch: [80] [ 140/3251] learning_rate: 0.019019 loss_vfl: 0.744747 loss_bbox: 0.258952 loss_dfl: 0.184589 loss: 1.180973 eta: 1 day, 15:23:33 batch_cost: 2.3755 data_cost: 0.0010 ips: 11.7869 images/s [11/19 01:07:55] ppdet.engine INFO: Epoch: [80] [ 160/3251] learning_rate: 0.019008 loss_vfl: 0.756135 loss_bbox: 0.262391 loss_dfl: 0.175998 loss: 1.184409 eta: 1 day, 15:22:49 batch_cost: 2.1888 data_cost: 0.0010 ips: 12.7925 images/s [11/19 01:08:41] ppdet.engine INFO: Epoch: [80] [ 180/3251] learning_rate: 0.018996 loss_vfl: 0.764180 loss_bbox: 0.248911 loss_dfl: 0.170763 loss: 1.194527 eta: 1 day, 15:22:06 batch_cost: 2.1782 data_cost: 0.0010 ips: 12.8548 images/s [11/19 01:09:29] ppdet.engine INFO: Epoch: [80] [ 200/3251] learning_rate: 0.018985 loss_vfl: 0.762443 loss_bbox: 0.241296 loss_dfl: 0.163247 loss: 1.183391 eta: 1 day, 15:21:22 batch_cost: 2.2777 data_cost: 0.0010 ips: 12.2931 images/s [11/19 01:10:17] ppdet.engine INFO: Epoch: [80] [ 220/3251] learning_rate: 0.018974 loss_vfl: 0.760655 loss_bbox: 0.239504 loss_dfl: 0.168542 loss: 1.168095 eta: 1 day, 15:20:39 batch_cost: 2.2221 data_cost: 0.0012 ips: 12.6007 images/s [11/19 01:11:01] ppdet.engine INFO: Epoch: [80] [ 240/3251] learning_rate: 0.018962 loss_vfl: 0.742004 loss_bbox: 0.249894 loss_dfl: 0.176235 loss: 1.182396 eta: 1 day, 15:19:55 batch_cost: 2.1178 data_cost: 0.0010 ips: 13.2212 images/s [11/19 01:11:51] ppdet.engine INFO: Epoch: [80] [ 260/3251] learning_rate: 0.018951 loss_vfl: 0.742603 loss_bbox: 0.253037 loss_dfl: 0.177716 loss: 1.211092 eta: 1 day, 15:19:12 batch_cost: 2.3118 data_cost: 0.0010 ips: 12.1118 images/s [11/19 01:12:36] ppdet.engine INFO: Epoch: [80] [ 280/3251] learning_rate: 0.018940 loss_vfl: 0.756866 loss_bbox: 0.255305 loss_dfl: 0.176980 loss: 1.185328 eta: 1 day, 15:18:28 batch_cost: 2.1653 data_cost: 0.0009 ips: 12.9313 images/s [11/19 01:13:22] ppdet.engine INFO: Epoch: [80] [ 300/3251] learning_rate: 0.018928 loss_vfl: 0.755834 loss_bbox: 0.271402 loss_dfl: 0.184258 loss: 1.209333 eta: 1 day, 15:17:44 batch_cost: 2.1866 data_cost: 0.0009 ips: 12.8051 images/s [11/19 01:14:09] ppdet.engine INFO: Epoch: [80] [ 320/3251] learning_rate: 0.018917 loss_vfl: 0.748991 loss_bbox: 0.247537 loss_dfl: 0.179033 loss: 1.169429 eta: 1 day, 15:17:01 batch_cost: 2.2358 data_cost: 0.0010 ips: 12.5237 images/s [11/19 01:14:56] ppdet.engine INFO: Epoch: [80] [ 340/3251] learning_rate: 0.018906 loss_vfl: 0.765670 loss_bbox: 0.253517 loss_dfl: 0.176038 loss: 1.199679 eta: 1 day, 15:16:17 batch_cost: 2.1761 data_cost: 0.0009 ips: 12.8668 images/s [11/19 01:15:43] ppdet.engine INFO: Epoch: [80] [ 360/3251] learning_rate: 0.018894 loss_vfl: 0.747582 loss_bbox: 0.275244 loss_dfl: 0.190011 loss: 1.195589 eta: 1 day, 15:15:33 batch_cost: 2.1744 data_cost: 0.0011 ips: 12.8774 images/s [11/19 01:16:30] ppdet.engine INFO: Epoch: [80] [ 380/3251] learning_rate: 0.018883 loss_vfl: 0.740027 loss_bbox: 0.254154 loss_dfl: 0.175280 loss: 1.160992 eta: 1 day, 15:14:50 batch_cost: 2.2467 data_cost: 0.0009 ips: 12.4627 images/s [11/19 01:17:17] ppdet.engine INFO: Epoch: [80] [ 400/3251] learning_rate: 0.018872 loss_vfl: 0.773508 loss_bbox: 0.251525 loss_dfl: 0.174380 loss: 1.186920 eta: 1 day, 15:14:06 batch_cost: 2.2678 data_cost: 0.0009 ips: 12.3470 images/s [11/19 01:18:05] ppdet.engine INFO: Epoch: [80] [ 420/3251] learning_rate: 0.018860 loss_vfl: 0.752680 loss_bbox: 0.298906 loss_dfl: 0.188737 loss: 1.212349 eta: 1 day, 15:13:23 batch_cost: 2.2916 data_cost: 0.0016 ips: 12.2187 images/s [11/19 01:18:52] ppdet.engine INFO: Epoch: [80] [ 440/3251] learning_rate: 0.018849 loss_vfl: 0.745904 loss_bbox: 0.250006 loss_dfl: 0.174579 loss: 1.158901 eta: 1 day, 15:12:40 batch_cost: 2.2252 data_cost: 0.0010 ips: 12.5834 images/s [11/19 01:19:40] ppdet.engine INFO: Epoch: [80] [ 460/3251] learning_rate: 0.018838 loss_vfl: 0.749065 loss_bbox: 0.264618 loss_dfl: 0.177911 loss: 1.198016 eta: 1 day, 15:11:56 batch_cost: 2.2997 data_cost: 0.0025 ips: 12.1752 images/s [11/19 01:20:28] ppdet.engine INFO: Epoch: [80] [ 480/3251] learning_rate: 0.018827 loss_vfl: 0.752481 loss_bbox: 0.281737 loss_dfl: 0.191463 loss: 1.211266 eta: 1 day, 15:11:13 batch_cost: 2.2110 data_cost: 0.0011 ips: 12.6640 images/s [11/19 01:21:14] ppdet.engine INFO: Epoch: [80] [ 500/3251] learning_rate: 0.018815 loss_vfl: 0.738227 loss_bbox: 0.279404 loss_dfl: 0.193516 loss: 1.245404 eta: 1 day, 15:10:29 batch_cost: 2.1448 data_cost: 0.0010 ips: 13.0549 images/s [11/19 01:22:03] ppdet.engine INFO: Epoch: [80] [ 520/3251] learning_rate: 0.018804 loss_vfl: 0.754861 loss_bbox: 0.233131 loss_dfl: 0.168185 loss: 1.173166 eta: 1 day, 15:09:46 batch_cost: 2.3146 data_cost: 0.0010 ips: 12.0972 images/s [11/19 01:22:47] ppdet.engine INFO: Epoch: [80] [ 540/3251] learning_rate: 0.018793 loss_vfl: 0.761676 loss_bbox: 0.250118 loss_dfl: 0.173374 loss: 1.173698 eta: 1 day, 15:09:02 batch_cost: 2.1301 data_cost: 0.0010 ips: 13.1451 images/s [11/19 01:23:35] ppdet.engine INFO: Epoch: [80] [ 560/3251] learning_rate: 0.018781 loss_vfl: 0.738127 loss_bbox: 0.258585 loss_dfl: 0.172463 loss: 1.174760 eta: 1 day, 15:08:19 batch_cost: 2.2798 data_cost: 0.0009 ips: 12.2816 images/s [11/19 01:24:20] ppdet.engine INFO: Epoch: [80] [ 580/3251] learning_rate: 0.018770 loss_vfl: 0.757427 loss_bbox: 0.247257 loss_dfl: 0.165451 loss: 1.162851 eta: 1 day, 15:07:34 batch_cost: 2.0943 data_cost: 0.0011 ips: 13.3694 images/s [11/19 01:25:09] ppdet.engine INFO: Epoch: [80] [ 600/3251] learning_rate: 0.018759 loss_vfl: 0.723998 loss_bbox: 0.239025 loss_dfl: 0.168565 loss: 1.164018 eta: 1 day, 15:06:51 batch_cost: 2.2883 data_cost: 0.0011 ips: 12.2363 images/s [11/19 01:25:56] ppdet.engine INFO: Epoch: [80] [ 620/3251] learning_rate: 0.018748 loss_vfl: 0.748005 loss_bbox: 0.264842 loss_dfl: 0.182644 loss: 1.214701 eta: 1 day, 15:06:07 batch_cost: 2.1718 data_cost: 0.0010 ips: 12.8927 images/s [11/19 01:26:45] ppdet.engine INFO: Epoch: [80] [ 640/3251] learning_rate: 0.018736 loss_vfl: 0.741541 loss_bbox: 0.262061 loss_dfl: 0.185035 loss: 1.216624 eta: 1 day, 15:05:24 batch_cost: 2.3178 data_cost: 0.0009 ips: 12.0803 images/s [11/19 01:27:32] ppdet.engine INFO: Epoch: [80] [ 660/3251] learning_rate: 0.018725 loss_vfl: 0.741656 loss_bbox: 0.234842 loss_dfl: 0.166824 loss: 1.178893 eta: 1 day, 15:04:41 batch_cost: 2.1958 data_cost: 0.0010 ips: 12.7519 images/s [11/19 01:28:16] ppdet.engine INFO: Epoch: [80] [ 680/3251] learning_rate: 0.018714 loss_vfl: 0.763783 loss_bbox: 0.243880 loss_dfl: 0.171829 loss: 1.181052 eta: 1 day, 15:03:57 batch_cost: 2.1506 data_cost: 0.0009 ips: 13.0198 images/s [11/19 01:29:03] ppdet.engine INFO: Epoch: [80] [ 700/3251] learning_rate: 0.018703 loss_vfl: 0.736963 loss_bbox: 0.275828 loss_dfl: 0.193931 loss: 1.196700 eta: 1 day, 15:03:13 batch_cost: 2.2529 data_cost: 0.0009 ips: 12.4284 images/s [11/19 01:29:53] ppdet.engine INFO: Epoch: [80] [ 720/3251] learning_rate: 0.018691 loss_vfl: 0.756622 loss_bbox: 0.270472 loss_dfl: 0.181979 loss: 1.164909 eta: 1 day, 15:02:31 batch_cost: 2.3905 data_cost: 0.0010 ips: 11.7128 images/s [11/19 01:30:40] ppdet.engine INFO: Epoch: [80] [ 740/3251] learning_rate: 0.018680 loss_vfl: 0.730642 loss_bbox: 0.260295 loss_dfl: 0.177635 loss: 1.165041 eta: 1 day, 15:01:47 batch_cost: 2.1548 data_cost: 0.0011 ips: 12.9944 images/s [11/19 01:31:27] ppdet.engine INFO: Epoch: [80] [ 760/3251] learning_rate: 0.018669 loss_vfl: 0.759929 loss_bbox: 0.272338 loss_dfl: 0.183331 loss: 1.218270 eta: 1 day, 15:01:03 batch_cost: 2.2058 data_cost: 0.0011 ips: 12.6936 images/s [11/19 01:32:14] ppdet.engine INFO: Epoch: [80] [ 780/3251] learning_rate: 0.018658 loss_vfl: 0.751088 loss_bbox: 0.234308 loss_dfl: 0.167094 loss: 1.141045 eta: 1 day, 15:00:19 batch_cost: 2.1580 data_cost: 0.0010 ips: 12.9749 images/s [11/19 01:32:59] ppdet.engine INFO: Epoch: [80] [ 800/3251] learning_rate: 0.018646 loss_vfl: 0.750220 loss_bbox: 0.267165 loss_dfl: 0.175376 loss: 1.189225 eta: 1 day, 14:59:35 batch_cost: 2.1197 data_cost: 0.0010 ips: 13.2093 images/s [11/19 01:33:47] ppdet.engine INFO: Epoch: [80] [ 820/3251] learning_rate: 0.018635 loss_vfl: 0.749409 loss_bbox: 0.256429 loss_dfl: 0.183880 loss: 1.201382 eta: 1 day, 14:58:52 batch_cost: 2.2842 data_cost: 0.0010 ips: 12.2581 images/s [11/19 01:34:34] ppdet.engine INFO: Epoch: [80] [ 840/3251] learning_rate: 0.018624 loss_vfl: 0.756404 loss_bbox: 0.245089 loss_dfl: 0.175556 loss: 1.168003 eta: 1 day, 14:58:08 batch_cost: 2.1155 data_cost: 0.0009 ips: 13.2356 images/s [11/19 01:35:22] ppdet.engine INFO: Epoch: [80] [ 860/3251] learning_rate: 0.018613 loss_vfl: 0.745129 loss_bbox: 0.248337 loss_dfl: 0.172208 loss: 1.192138 eta: 1 day, 14:57:25 batch_cost: 2.2308 data_cost: 0.0009 ips: 12.5518 images/s [11/19 01:36:09] ppdet.engine INFO: Epoch: [80] [ 880/3251] learning_rate: 0.018601 loss_vfl: 0.724311 loss_bbox: 0.272692 loss_dfl: 0.184444 loss: 1.187981 eta: 1 day, 14:56:40 batch_cost: 2.1138 data_cost: 0.0010 ips: 13.2462 images/s [11/19 01:36:55] ppdet.engine INFO: Epoch: [80] [ 900/3251] learning_rate: 0.018590 loss_vfl: 0.712775 loss_bbox: 0.222612 loss_dfl: 0.171331 loss: 1.155665 eta: 1 day, 14:55:57 batch_cost: 2.1579 data_cost: 0.0009 ips: 12.9757 images/s [11/19 01:37:43] ppdet.engine INFO: Epoch: [80] [ 920/3251] learning_rate: 0.018579 loss_vfl: 0.755804 loss_bbox: 0.250151 loss_dfl: 0.174873 loss: 1.183712 eta: 1 day, 14:55:13 batch_cost: 2.2533 data_cost: 0.0010 ips: 12.4264 images/s [11/19 01:38:30] ppdet.engine INFO: Epoch: [80] [ 940/3251] learning_rate: 0.018568 loss_vfl: 0.731448 loss_bbox: 0.264306 loss_dfl: 0.182395 loss: 1.179720 eta: 1 day, 14:54:30 batch_cost: 2.2232 data_cost: 0.0009 ips: 12.5944 images/s [11/19 01:39:18] ppdet.engine INFO: Epoch: [80] [ 960/3251] learning_rate: 0.018557 loss_vfl: 0.758623 loss_bbox: 0.258298 loss_dfl: 0.169469 loss: 1.179635 eta: 1 day, 14:53:46 batch_cost: 2.2514 data_cost: 0.0011 ips: 12.4369 images/s [11/19 01:40:03] ppdet.engine INFO: Epoch: [80] [ 980/3251] learning_rate: 0.018545 loss_vfl: 0.732352 loss_bbox: 0.262300 loss_dfl: 0.183087 loss: 1.183443 eta: 1 day, 14:53:02 batch_cost: 2.1390 data_cost: 0.0010 ips: 13.0904 images/s [11/19 01:40:49] ppdet.engine INFO: Epoch: [80] [1000/3251] learning_rate: 0.018534 loss_vfl: 0.755295 loss_bbox: 0.272616 loss_dfl: 0.185539 loss: 1.236992 eta: 1 day, 14:52:19 batch_cost: 2.2505 data_cost: 0.0009 ips: 12.4416 images/s [11/19 01:41:35] ppdet.engine INFO: Epoch: [80] [1020/3251] learning_rate: 0.018523 loss_vfl: 0.748338 loss_bbox: 0.248581 loss_dfl: 0.180373 loss: 1.158206 eta: 1 day, 14:51:35 batch_cost: 2.1328 data_cost: 0.0010 ips: 13.1280 images/s [11/19 01:42:22] ppdet.engine INFO: Epoch: [80] [1040/3251] learning_rate: 0.018512 loss_vfl: 0.745756 loss_bbox: 0.249560 loss_dfl: 0.169765 loss: 1.148881 eta: 1 day, 14:50:52 batch_cost: 2.2379 data_cost: 0.0011 ips: 12.5117 images/s [11/19 01:43:09] ppdet.engine INFO: Epoch: [80] [1060/3251] learning_rate: 0.018500 loss_vfl: 0.743696 loss_bbox: 0.254960 loss_dfl: 0.173910 loss: 1.175998 eta: 1 day, 14:50:08 batch_cost: 2.1905 data_cost: 0.0009 ips: 12.7825 images/s [11/19 01:43:55] ppdet.engine INFO: Epoch: [80] [1080/3251] learning_rate: 0.018489 loss_vfl: 0.764924 loss_bbox: 0.278070 loss_dfl: 0.184776 loss: 1.262342 eta: 1 day, 14:49:24 batch_cost: 2.2510 data_cost: 0.0010 ips: 12.4392 images/s [11/19 01:44:41] ppdet.engine INFO: Epoch: [80] [1100/3251] learning_rate: 0.018478 loss_vfl: 0.748852 loss_bbox: 0.263193 loss_dfl: 0.178994 loss: 1.220539 eta: 1 day, 14:48:41 batch_cost: 2.1966 data_cost: 0.0014 ips: 12.7470 images/s [11/19 01:45:29] ppdet.engine INFO: Epoch: [80] [1120/3251] learning_rate: 0.018467 loss_vfl: 0.740876 loss_bbox: 0.250767 loss_dfl: 0.168501 loss: 1.208708 eta: 1 day, 14:47:57 batch_cost: 2.2408 data_cost: 0.0010 ips: 12.4956 images/s [11/19 01:46:16] ppdet.engine INFO: Epoch: [80] [1140/3251] learning_rate: 0.018456 loss_vfl: 0.720219 loss_bbox: 0.281309 loss_dfl: 0.197905 loss: 1.200874 eta: 1 day, 14:47:14 batch_cost: 2.2707 data_cost: 0.0010 ips: 12.3309 images/s [11/19 01:47:01] ppdet.engine INFO: Epoch: [80] [1160/3251] learning_rate: 0.018445 loss_vfl: 0.752793 loss_bbox: 0.276069 loss_dfl: 0.175014 loss: 1.207874 eta: 1 day, 14:46:30 batch_cost: 2.1152 data_cost: 0.0010 ips: 13.2374 images/s [11/19 01:47:51] ppdet.engine INFO: Epoch: [80] [1180/3251] learning_rate: 0.018433 loss_vfl: 0.724092 loss_bbox: 0.281259 loss_dfl: 0.205432 loss: 1.221539 eta: 1 day, 14:45:47 batch_cost: 2.3266 data_cost: 0.0009 ips: 12.0348 images/s [11/19 01:48:37] ppdet.engine INFO: Epoch: [80] [1200/3251] learning_rate: 0.018422 loss_vfl: 0.746951 loss_bbox: 0.273392 loss_dfl: 0.183291 loss: 1.245490 eta: 1 day, 14:45:03 batch_cost: 2.2008 data_cost: 0.0010 ips: 12.7228 images/s [11/19 01:49:27] ppdet.engine INFO: Epoch: [80] [1220/3251] learning_rate: 0.018411 loss_vfl: 0.741386 loss_bbox: 0.262424 loss_dfl: 0.189407 loss: 1.201833 eta: 1 day, 14:44:20 batch_cost: 2.3384 data_cost: 0.0010 ips: 11.9739 images/s [11/19 01:50:15] ppdet.engine INFO: Epoch: [80] [1240/3251] learning_rate: 0.018400 loss_vfl: 0.745613 loss_bbox: 0.253329 loss_dfl: 0.162670 loss: 1.167884 eta: 1 day, 14:43:37 batch_cost: 2.2665 data_cost: 0.0012 ips: 12.3540 images/s [11/19 01:51:01] ppdet.engine INFO: Epoch: [80] [1260/3251] learning_rate: 0.018389 loss_vfl: 0.761796 loss_bbox: 0.261735 loss_dfl: 0.179262 loss: 1.217799 eta: 1 day, 14:42:53 batch_cost: 2.1372 data_cost: 0.0009 ips: 13.1015 images/s [11/19 01:51:47] ppdet.engine INFO: Epoch: [80] [1280/3251] learning_rate: 0.018377 loss_vfl: 0.729438 loss_bbox: 0.260225 loss_dfl: 0.185262 loss: 1.197242 eta: 1 day, 14:42:09 batch_cost: 2.1344 data_cost: 0.0011 ips: 13.1183 images/s [11/19 01:52:33] ppdet.engine INFO: Epoch: [80] [1300/3251] learning_rate: 0.018366 loss_vfl: 0.739884 loss_bbox: 0.248025 loss_dfl: 0.160820 loss: 1.174273 eta: 1 day, 14:41:25 batch_cost: 2.1843 data_cost: 0.0010 ips: 12.8190 images/s [11/19 01:53:18] ppdet.engine INFO: Epoch: [80] [1320/3251] learning_rate: 0.018355 loss_vfl: 0.759090 loss_bbox: 0.268820 loss_dfl: 0.192503 loss: 1.255744 eta: 1 day, 14:40:42 batch_cost: 2.1714 data_cost: 0.0016 ips: 12.8951 images/s [11/19 01:54:05] ppdet.engine INFO: Epoch: [80] [1340/3251] learning_rate: 0.018344 loss_vfl: 0.737652 loss_bbox: 0.247948 loss_dfl: 0.171479 loss: 1.189762 eta: 1 day, 14:39:58 batch_cost: 2.2454 data_cost: 0.0010 ips: 12.4699 images/s [11/19 01:54:51] ppdet.engine INFO: Epoch: [80] [1360/3251] learning_rate: 0.018333 loss_vfl: 0.759624 loss_bbox: 0.228094 loss_dfl: 0.155658 loss: 1.134608 eta: 1 day, 14:39:14 batch_cost: 2.1395 data_cost: 0.0009 ips: 13.0873 images/s [11/19 01:55:41] ppdet.engine INFO: Epoch: [80] [1380/3251] learning_rate: 0.018322 loss_vfl: 0.748529 loss_bbox: 0.246876 loss_dfl: 0.177125 loss: 1.169152 eta: 1 day, 14:38:31 batch_cost: 2.2924 data_cost: 0.0010 ips: 12.2142 images/s [11/19 01:56:27] ppdet.engine INFO: Epoch: [80] [1400/3251] learning_rate: 0.018311 loss_vfl: 0.759771 loss_bbox: 0.242680 loss_dfl: 0.184346 loss: 1.198832 eta: 1 day, 14:37:47 batch_cost: 2.2161 data_cost: 0.0010 ips: 12.6349 images/s [11/19 01:57:16] ppdet.engine INFO: Epoch: [80] [1420/3251] learning_rate: 0.018299 loss_vfl: 0.789800 loss_bbox: 0.273433 loss_dfl: 0.177675 loss: 1.221086 eta: 1 day, 14:37:04 batch_cost: 2.2768 data_cost: 0.0014 ips: 12.2977 images/s [11/19 01:58:01] ppdet.engine INFO: Epoch: [80] [1440/3251] learning_rate: 0.018288 loss_vfl: 0.738270 loss_bbox: 0.265385 loss_dfl: 0.186383 loss: 1.205687 eta: 1 day, 14:36:20 batch_cost: 2.1734 data_cost: 0.0010 ips: 12.8832 images/s [11/19 01:58:49] ppdet.engine INFO: Epoch: [80] [1460/3251] learning_rate: 0.018277 loss_vfl: 0.739404 loss_bbox: 0.249315 loss_dfl: 0.179087 loss: 1.182263 eta: 1 day, 14:35:37 batch_cost: 2.2391 data_cost: 0.0009 ips: 12.5053 images/s [11/19 01:59:35] ppdet.engine INFO: Epoch: [80] [1480/3251] learning_rate: 0.018266 loss_vfl: 0.766574 loss_bbox: 0.255763 loss_dfl: 0.175774 loss: 1.196676 eta: 1 day, 14:34:53 batch_cost: 2.2173 data_cost: 0.0009 ips: 12.6281 images/s [11/19 02:00:23] ppdet.engine INFO: Epoch: [80] [1500/3251] learning_rate: 0.018255 loss_vfl: 0.744761 loss_bbox: 0.238758 loss_dfl: 0.165939 loss: 1.139541 eta: 1 day, 14:34:10 batch_cost: 2.2736 data_cost: 0.0010 ips: 12.3152 images/s [11/19 02:01:08] ppdet.engine INFO: Epoch: [80] [1520/3251] learning_rate: 0.018244 loss_vfl: 0.746570 loss_bbox: 0.227174 loss_dfl: 0.161777 loss: 1.120533 eta: 1 day, 14:33:26 batch_cost: 2.1799 data_cost: 0.0009 ips: 12.8443 images/s [11/19 02:01:56] ppdet.engine INFO: Epoch: [80] [1540/3251] learning_rate: 0.018233 loss_vfl: 0.734640 loss_bbox: 0.229589 loss_dfl: 0.170516 loss: 1.155854 eta: 1 day, 14:32:43 batch_cost: 2.2366 data_cost: 0.0009 ips: 12.5191 images/s [11/19 02:02:44] ppdet.engine INFO: Epoch: [80] [1560/3251] learning_rate: 0.018221 loss_vfl: 0.728915 loss_bbox: 0.276310 loss_dfl: 0.189809 loss: 1.190255 eta: 1 day, 14:32:00 batch_cost: 2.3128 data_cost: 0.0009 ips: 12.1067 images/s [11/19 02:03:32] ppdet.engine INFO: Epoch: [80] [1580/3251] learning_rate: 0.018210 loss_vfl: 0.763247 loss_bbox: 0.262186 loss_dfl: 0.176708 loss: 1.182129 eta: 1 day, 14:31:16 batch_cost: 2.2570 data_cost: 0.0011 ips: 12.4059 images/s [11/19 02:04:18] ppdet.engine INFO: Epoch: [80] [1600/3251] learning_rate: 0.018199 loss_vfl: 0.757264 loss_bbox: 0.256912 loss_dfl: 0.177408 loss: 1.210523 eta: 1 day, 14:30:33 batch_cost: 2.2055 data_cost: 0.0012 ips: 12.6956 images/s [11/19 02:05:05] ppdet.engine INFO: Epoch: [80] [1620/3251] learning_rate: 0.018188 loss_vfl: 0.746603 loss_bbox: 0.238729 loss_dfl: 0.167593 loss: 1.148771 eta: 1 day, 14:29:49 batch_cost: 2.2270 data_cost: 0.0010 ips: 12.5731 images/s [11/19 02:05:52] ppdet.engine INFO: Epoch: [80] [1640/3251] learning_rate: 0.018177 loss_vfl: 0.734377 loss_bbox: 0.243089 loss_dfl: 0.176439 loss: 1.145697 eta: 1 day, 14:29:05 batch_cost: 2.1900 data_cost: 0.0012 ips: 12.7852 images/s [11/19 02:06:39] ppdet.engine INFO: Epoch: [80] [1660/3251] learning_rate: 0.018166 loss_vfl: 0.739328 loss_bbox: 0.255834 loss_dfl: 0.185715 loss: 1.193170 eta: 1 day, 14:28:22 batch_cost: 2.2344 data_cost: 0.0010 ips: 12.5312 images/s [11/19 02:07:26] ppdet.engine INFO: Epoch: [80] [1680/3251] learning_rate: 0.018155 loss_vfl: 0.738061 loss_bbox: 0.240794 loss_dfl: 0.177736 loss: 1.146481 eta: 1 day, 14:27:38 batch_cost: 2.1995 data_cost: 0.0009 ips: 12.7304 images/s [11/19 02:08:12] ppdet.engine INFO: Epoch: [80] [1700/3251] learning_rate: 0.018144 loss_vfl: 0.741430 loss_bbox: 0.278619 loss_dfl: 0.192835 loss: 1.252393 eta: 1 day, 14:26:55 batch_cost: 2.1779 data_cost: 0.0012 ips: 12.8565 images/s [11/19 02:08:58] ppdet.engine INFO: Epoch: [80] [1720/3251] learning_rate: 0.018133 loss_vfl: 0.723953 loss_bbox: 0.254598 loss_dfl: 0.173176 loss: 1.177955 eta: 1 day, 14:26:11 batch_cost: 2.1823 data_cost: 0.0010 ips: 12.8307 images/s [11/19 02:09:46] ppdet.engine INFO: Epoch: [80] [1740/3251] learning_rate: 0.018121 loss_vfl: 0.759173 loss_bbox: 0.256306 loss_dfl: 0.162046 loss: 1.183713 eta: 1 day, 14:25:28 batch_cost: 2.2671 data_cost: 0.0010 ips: 12.3508 images/s [11/19 02:10:32] ppdet.engine INFO: Epoch: [80] [1760/3251] learning_rate: 0.018110 loss_vfl: 0.728912 loss_bbox: 0.242839 loss_dfl: 0.166508 loss: 1.142585 eta: 1 day, 14:24:44 batch_cost: 2.1715 data_cost: 0.0011 ips: 12.8945 images/s [11/19 02:11:21] ppdet.engine INFO: Epoch: [80] [1780/3251] learning_rate: 0.018099 loss_vfl: 0.741873 loss_bbox: 0.244325 loss_dfl: 0.169954 loss: 1.177279 eta: 1 day, 14:24:01 batch_cost: 2.3029 data_cost: 0.0010 ips: 12.1588 images/s [11/19 02:12:09] ppdet.engine INFO: Epoch: [80] [1800/3251] learning_rate: 0.018088 loss_vfl: 0.743760 loss_bbox: 0.276889 loss_dfl: 0.191556 loss: 1.235930 eta: 1 day, 14:23:18 batch_cost: 2.3251 data_cost: 0.0009 ips: 12.0427 images/s [11/19 02:12:57] ppdet.engine INFO: Epoch: [80] [1820/3251] learning_rate: 0.018077 loss_vfl: 0.729406 loss_bbox: 0.251978 loss_dfl: 0.169525 loss: 1.170926 eta: 1 day, 14:22:34 batch_cost: 2.2687 data_cost: 0.0010 ips: 12.3421 images/s [11/19 02:13:44] ppdet.engine INFO: Epoch: [80] [1840/3251] learning_rate: 0.018066 loss_vfl: 0.742866 loss_bbox: 0.262217 loss_dfl: 0.182401 loss: 1.205336 eta: 1 day, 14:21:51 batch_cost: 2.2665 data_cost: 0.0009 ips: 12.3536 images/s [11/19 02:14:33] ppdet.engine INFO: Epoch: [80] [1860/3251] learning_rate: 0.018055 loss_vfl: 0.762252 loss_bbox: 0.218138 loss_dfl: 0.167504 loss: 1.160923 eta: 1 day, 14:21:08 batch_cost: 2.3259 data_cost: 0.0009 ips: 12.0382 images/s [11/19 02:15:21] ppdet.engine INFO: Epoch: [80] [1880/3251] learning_rate: 0.018044 loss_vfl: 0.736413 loss_bbox: 0.232774 loss_dfl: 0.164735 loss: 1.123890 eta: 1 day, 14:20:24 batch_cost: 2.2630 data_cost: 0.0012 ips: 12.3729 images/s [11/19 02:16:06] ppdet.engine INFO: Epoch: [80] [1900/3251] learning_rate: 0.018033 loss_vfl: 0.737312 loss_bbox: 0.263943 loss_dfl: 0.175306 loss: 1.206914 eta: 1 day, 14:19:41 batch_cost: 2.1570 data_cost: 0.0027 ips: 12.9810 images/s [11/19 02:16:52] ppdet.engine INFO: Epoch: [80] [1920/3251] learning_rate: 0.018022 loss_vfl: 0.742188 loss_bbox: 0.269443 loss_dfl: 0.181956 loss: 1.196084 eta: 1 day, 14:18:57 batch_cost: 2.1247 data_cost: 0.0009 ips: 13.1780 images/s [11/19 02:17:40] ppdet.engine INFO: Epoch: [80] [1940/3251] learning_rate: 0.018011 loss_vfl: 0.733766 loss_bbox: 0.226451 loss_dfl: 0.166328 loss: 1.117694 eta: 1 day, 14:18:13 batch_cost: 2.2556 data_cost: 0.0009 ips: 12.4134 images/s [11/19 02:18:28] ppdet.engine INFO: Epoch: [80] [1960/3251] learning_rate: 0.018000 loss_vfl: 0.754787 loss_bbox: 0.274390 loss_dfl: 0.181412 loss: 1.228251 eta: 1 day, 14:17:30 batch_cost: 2.2515 data_cost: 0.0009 ips: 12.4360 images/s [11/19 02:19:15] ppdet.engine INFO: Epoch: [80] [1980/3251] learning_rate: 0.017989 loss_vfl: 0.746422 loss_bbox: 0.248069 loss_dfl: 0.186607 loss: 1.174347 eta: 1 day, 14:16:46 batch_cost: 2.2410 data_cost: 0.0010 ips: 12.4941 images/s [11/19 02:20:04] ppdet.engine INFO: Epoch: [80] [2000/3251] learning_rate: 0.017977 loss_vfl: 0.753453 loss_bbox: 0.257513 loss_dfl: 0.175214 loss: 1.192719 eta: 1 day, 14:16:03 batch_cost: 2.3398 data_cost: 0.0009 ips: 11.9668 images/s [11/19 02:20:49] ppdet.engine INFO: Epoch: [80] [2020/3251] learning_rate: 0.017966 loss_vfl: 0.753613 loss_bbox: 0.258778 loss_dfl: 0.167276 loss: 1.205479 eta: 1 day, 14:15:20 batch_cost: 2.1550 data_cost: 0.0012 ips: 12.9930 images/s [11/19 02:21:37] ppdet.engine INFO: Epoch: [80] [2040/3251] learning_rate: 0.017955 loss_vfl: 0.763020 loss_bbox: 0.231074 loss_dfl: 0.161770 loss: 1.151828 eta: 1 day, 14:14:36 batch_cost: 2.2609 data_cost: 0.0010 ips: 12.3843 images/s [11/19 02:22:22] ppdet.engine INFO: Epoch: [80] [2060/3251] learning_rate: 0.017944 loss_vfl: 0.739625 loss_bbox: 0.244929 loss_dfl: 0.173305 loss: 1.228806 eta: 1 day, 14:13:52 batch_cost: 2.1635 data_cost: 0.0013 ips: 12.9422 images/s [11/19 02:23:08] ppdet.engine INFO: Epoch: [80] [2080/3251] learning_rate: 0.017933 loss_vfl: 0.768947 loss_bbox: 0.285864 loss_dfl: 0.190790 loss: 1.244128 eta: 1 day, 14:13:08 batch_cost: 2.1521 data_cost: 0.0009 ips: 13.0107 images/s [11/19 02:23:55] ppdet.engine INFO: Epoch: [80] [2100/3251] learning_rate: 0.017922 loss_vfl: 0.737081 loss_bbox: 0.271465 loss_dfl: 0.194465 loss: 1.209161 eta: 1 day, 14:12:25 batch_cost: 2.2789 data_cost: 0.0009 ips: 12.2867 images/s [11/19 02:24:41] ppdet.engine INFO: Epoch: [80] [2120/3251] learning_rate: 0.017911 loss_vfl: 0.755028 loss_bbox: 0.249329 loss_dfl: 0.172739 loss: 1.186366 eta: 1 day, 14:11:42 batch_cost: 2.2102 data_cost: 0.0012 ips: 12.6688 images/s [11/19 02:25:31] ppdet.engine INFO: Epoch: [80] [2140/3251] learning_rate: 0.017900 loss_vfl: 0.755150 loss_bbox: 0.295706 loss_dfl: 0.190630 loss: 1.238067 eta: 1 day, 14:10:59 batch_cost: 2.3383 data_cost: 0.0009 ips: 11.9747 images/s [11/19 02:26:16] ppdet.engine INFO: Epoch: [80] [2160/3251] learning_rate: 0.017889 loss_vfl: 0.750229 loss_bbox: 0.264487 loss_dfl: 0.179234 loss: 1.201894 eta: 1 day, 14:10:14 batch_cost: 2.0945 data_cost: 0.0010 ips: 13.3682 images/s [11/19 02:27:05] ppdet.engine INFO: Epoch: [80] [2180/3251] learning_rate: 0.017878 loss_vfl: 0.738020 loss_bbox: 0.317736 loss_dfl: 0.204030 loss: 1.258179 eta: 1 day, 14:09:31 batch_cost: 2.3338 data_cost: 0.0011 ips: 11.9977 images/s [11/19 02:27:51] ppdet.engine INFO: Epoch: [80] [2200/3251] learning_rate: 0.017867 loss_vfl: 0.745945 loss_bbox: 0.271420 loss_dfl: 0.172006 loss: 1.187210 eta: 1 day, 14:08:48 batch_cost: 2.1891 data_cost: 0.0023 ips: 12.7908 images/s [11/19 02:28:40] ppdet.engine INFO: Epoch: [80] [2220/3251] learning_rate: 0.017856 loss_vfl: 0.717550 loss_bbox: 0.265498 loss_dfl: 0.181813 loss: 1.158771 eta: 1 day, 14:08:04 batch_cost: 2.2636 data_cost: 0.0014 ips: 12.3696 images/s [11/19 02:29:26] ppdet.engine INFO: Epoch: [80] [2240/3251] learning_rate: 0.017845 loss_vfl: 0.750310 loss_bbox: 0.259946 loss_dfl: 0.178439 loss: 1.198225 eta: 1 day, 14:07:20 batch_cost: 2.1458 data_cost: 0.0010 ips: 13.0485 images/s [11/19 02:30:13] ppdet.engine INFO: Epoch: [80] [2260/3251] learning_rate: 0.017834 loss_vfl: 0.744254 loss_bbox: 0.245432 loss_dfl: 0.170439 loss: 1.151859 eta: 1 day, 14:06:36 batch_cost: 2.1204 data_cost: 0.0010 ips: 13.2051 images/s [11/19 02:31:00] ppdet.engine INFO: Epoch: [80] [2280/3251] learning_rate: 0.017823 loss_vfl: 0.732502 loss_bbox: 0.232427 loss_dfl: 0.170370 loss: 1.141137 eta: 1 day, 14:05:53 batch_cost: 2.2216 data_cost: 0.0010 ips: 12.6035 images/s [11/19 02:31:48] ppdet.engine INFO: Epoch: [80] [2300/3251] learning_rate: 0.017812 loss_vfl: 0.734486 loss_bbox: 0.253698 loss_dfl: 0.187605 loss: 1.189631 eta: 1 day, 14:05:09 batch_cost: 2.2335 data_cost: 0.0010 ips: 12.5366 images/s [11/19 02:32:35] ppdet.engine INFO: Epoch: [80] [2320/3251] learning_rate: 0.017801 loss_vfl: 0.732268 loss_bbox: 0.234522 loss_dfl: 0.173935 loss: 1.150596 eta: 1 day, 14:04:26 batch_cost: 2.2217 data_cost: 0.0010 ips: 12.6032 images/s [11/19 02:33:21] ppdet.engine INFO: Epoch: [80] [2340/3251] learning_rate: 0.017790 loss_vfl: 0.739917 loss_bbox: 0.246831 loss_dfl: 0.168158 loss: 1.176671 eta: 1 day, 14:03:42 batch_cost: 2.1685 data_cost: 0.0010 ips: 12.9124 images/s [11/19 02:34:08] ppdet.engine INFO: Epoch: [80] [2360/3251] learning_rate: 0.017779 loss_vfl: 0.744050 loss_bbox: 0.250421 loss_dfl: 0.172313 loss: 1.184671 eta: 1 day, 14:02:59 batch_cost: 2.2665 data_cost: 0.0015 ips: 12.3539 images/s [11/19 02:34:56] ppdet.engine INFO: Epoch: [80] [2380/3251] learning_rate: 0.017768 loss_vfl: 0.752156 loss_bbox: 0.256431 loss_dfl: 0.174937 loss: 1.197262 eta: 1 day, 14:02:15 batch_cost: 2.1531 data_cost: 0.0010 ips: 13.0048 images/s [11/19 02:35:41] ppdet.engine INFO: Epoch: [80] [2400/3251] learning_rate: 0.017757 loss_vfl: 0.757415 loss_bbox: 0.272380 loss_dfl: 0.184123 loss: 1.204411 eta: 1 day, 14:01:31 batch_cost: 2.0789 data_cost: 0.0011 ips: 13.4688 images/s [11/19 02:36:28] ppdet.engine INFO: Epoch: [80] [2420/3251] learning_rate: 0.017746 loss_vfl: 0.720347 loss_bbox: 0.262720 loss_dfl: 0.176796 loss: 1.202550 eta: 1 day, 14:00:47 batch_cost: 2.1854 data_cost: 0.0010 ips: 12.8124 images/s [11/19 02:37:12] ppdet.engine INFO: Epoch: [80] [2440/3251] learning_rate: 0.017735 loss_vfl: 0.738217 loss_bbox: 0.278260 loss_dfl: 0.192932 loss: 1.202599 eta: 1 day, 14:00:03 batch_cost: 2.0658 data_cost: 0.0010 ips: 13.5541 images/s [11/19 02:37:58] ppdet.engine INFO: Epoch: [80] [2460/3251] learning_rate: 0.017724 loss_vfl: 0.746363 loss_bbox: 0.268226 loss_dfl: 0.174879 loss: 1.177989 eta: 1 day, 13:59:18 batch_cost: 2.1063 data_cost: 0.0009 ips: 13.2936 images/s [11/19 02:38:48] ppdet.engine INFO: Epoch: [80] [2480/3251] learning_rate: 0.017713 loss_vfl: 0.764775 loss_bbox: 0.277357 loss_dfl: 0.185892 loss: 1.232174 eta: 1 day, 13:58:35 batch_cost: 2.2780 data_cost: 0.0009 ips: 12.2917 images/s [11/19 02:39:36] ppdet.engine INFO: Epoch: [80] [2500/3251] learning_rate: 0.017702 loss_vfl: 0.749729 loss_bbox: 0.265207 loss_dfl: 0.172806 loss: 1.197850 eta: 1 day, 13:57:52 batch_cost: 2.2105 data_cost: 0.0011 ips: 12.6669 images/s [11/19 02:40:21] ppdet.engine INFO: Epoch: [80] [2520/3251] learning_rate: 0.017691 loss_vfl: 0.764722 loss_bbox: 0.290569 loss_dfl: 0.193539 loss: 1.278097 eta: 1 day, 13:57:07 batch_cost: 1.9924 data_cost: 0.0010 ips: 14.0537 images/s [11/19 02:41:07] ppdet.engine INFO: Epoch: [80] [2540/3251] learning_rate: 0.017680 loss_vfl: 0.744125 loss_bbox: 0.246300 loss_dfl: 0.174228 loss: 1.196585 eta: 1 day, 13:56:23 batch_cost: 2.1364 data_cost: 0.0009 ips: 13.1063 images/s [11/19 02:41:53] ppdet.engine INFO: Epoch: [80] [2560/3251] learning_rate: 0.017669 loss_vfl: 0.746604 loss_bbox: 0.238972 loss_dfl: 0.175467 loss: 1.166346 eta: 1 day, 13:55:39 batch_cost: 2.2198 data_cost: 0.0009 ips: 12.6137 images/s [11/19 02:42:39] ppdet.engine INFO: Epoch: [80] [2580/3251] learning_rate: 0.017658 loss_vfl: 0.760901 loss_bbox: 0.271509 loss_dfl: 0.181922 loss: 1.194041 eta: 1 day, 13:54:56 batch_cost: 2.2125 data_cost: 0.0009 ips: 12.6553 images/s [11/19 02:43:27] ppdet.engine INFO: Epoch: [80] [2600/3251] learning_rate: 0.017647 loss_vfl: 0.731368 loss_bbox: 0.235703 loss_dfl: 0.172788 loss: 1.157353 eta: 1 day, 13:54:13 batch_cost: 2.3039 data_cost: 0.0009 ips: 12.1533 images/s [11/19 02:44:13] ppdet.engine INFO: Epoch: [80] [2620/3251] learning_rate: 0.017636 loss_vfl: 0.758974 loss_bbox: 0.289572 loss_dfl: 0.198706 loss: 1.252585 eta: 1 day, 13:53:29 batch_cost: 2.1349 data_cost: 0.0013 ips: 13.1156 images/s [11/19 02:44:59] ppdet.engine INFO: Epoch: [80] [2640/3251] learning_rate: 0.017625 loss_vfl: 0.776713 loss_bbox: 0.256934 loss_dfl: 0.171876 loss: 1.231317 eta: 1 day, 13:52:45 batch_cost: 2.2004 data_cost: 0.0009 ips: 12.7250 images/s [11/19 02:45:46] ppdet.engine INFO: Epoch: [80] [2660/3251] learning_rate: 0.017614 loss_vfl: 0.763886 loss_bbox: 0.261869 loss_dfl: 0.182744 loss: 1.194836 eta: 1 day, 13:52:01 batch_cost: 2.2259 data_cost: 0.0009 ips: 12.5792 images/s [11/19 02:46:34] ppdet.engine INFO: Epoch: [80] [2680/3251] learning_rate: 0.017603 loss_vfl: 0.738136 loss_bbox: 0.249674 loss_dfl: 0.172979 loss: 1.170556 eta: 1 day, 13:51:18 batch_cost: 2.2991 data_cost: 0.0013 ips: 12.1787 images/s [11/19 02:47:20] ppdet.engine INFO: Epoch: [80] [2700/3251] learning_rate: 0.017592 loss_vfl: 0.755538 loss_bbox: 0.232141 loss_dfl: 0.159696 loss: 1.154816 eta: 1 day, 13:50:35 batch_cost: 2.2487 data_cost: 0.0009 ips: 12.4518 images/s [11/19 02:48:08] ppdet.engine INFO: Epoch: [80] [2720/3251] learning_rate: 0.017581 loss_vfl: 0.776451 loss_bbox: 0.263644 loss_dfl: 0.179003 loss: 1.222059 eta: 1 day, 13:49:51 batch_cost: 2.2381 data_cost: 0.0011 ips: 12.5106 images/s [11/19 02:48:54] ppdet.engine INFO: Epoch: [80] [2740/3251] learning_rate: 0.017571 loss_vfl: 0.750918 loss_bbox: 0.255869 loss_dfl: 0.172200 loss: 1.154936 eta: 1 day, 13:49:07 batch_cost: 2.1517 data_cost: 0.0009 ips: 13.0132 images/s [11/19 02:49:40] ppdet.engine INFO: Epoch: [80] [2760/3251] learning_rate: 0.017560 loss_vfl: 0.732344 loss_bbox: 0.247162 loss_dfl: 0.172468 loss: 1.184602 eta: 1 day, 13:48:24 batch_cost: 2.1962 data_cost: 0.0011 ips: 12.7495 images/s [11/19 02:50:29] ppdet.engine INFO: Epoch: [80] [2780/3251] learning_rate: 0.017549 loss_vfl: 0.759655 loss_bbox: 0.229328 loss_dfl: 0.157893 loss: 1.165867 eta: 1 day, 13:47:40 batch_cost: 2.2442 data_cost: 0.0010 ips: 12.4765 images/s [11/19 02:51:16] ppdet.engine INFO: Epoch: [80] [2800/3251] learning_rate: 0.017538 loss_vfl: 0.751542 loss_bbox: 0.267239 loss_dfl: 0.172299 loss: 1.150270 eta: 1 day, 13:46:57 batch_cost: 2.2653 data_cost: 0.0009 ips: 12.3602 images/s [11/19 02:52:03] ppdet.engine INFO: Epoch: [80] [2820/3251] learning_rate: 0.017527 loss_vfl: 0.758948 loss_bbox: 0.274443 loss_dfl: 0.192372 loss: 1.220662 eta: 1 day, 13:46:13 batch_cost: 2.2128 data_cost: 0.0011 ips: 12.6534 images/s [11/19 02:52:50] ppdet.engine INFO: Epoch: [80] [2840/3251] learning_rate: 0.017516 loss_vfl: 0.753959 loss_bbox: 0.249617 loss_dfl: 0.179477 loss: 1.168925 eta: 1 day, 13:45:30 batch_cost: 2.2623 data_cost: 0.0009 ips: 12.3769 images/s [11/19 02:53:36] ppdet.engine INFO: Epoch: [80] [2860/3251] learning_rate: 0.017505 loss_vfl: 0.753421 loss_bbox: 0.244315 loss_dfl: 0.173217 loss: 1.189358 eta: 1 day, 13:44:46 batch_cost: 2.1058 data_cost: 0.0012 ips: 13.2963 images/s [11/19 02:54:26] ppdet.engine INFO: Epoch: [80] [2880/3251] learning_rate: 0.017494 loss_vfl: 0.748212 loss_bbox: 0.257226 loss_dfl: 0.173424 loss: 1.197577 eta: 1 day, 13:44:03 batch_cost: 2.3874 data_cost: 0.0010 ips: 11.7283 images/s [11/19 02:55:11] ppdet.engine INFO: Epoch: [80] [2900/3251] learning_rate: 0.017483 loss_vfl: 0.755627 loss_bbox: 0.258749 loss_dfl: 0.181901 loss: 1.224765 eta: 1 day, 13:43:19 batch_cost: 2.1656 data_cost: 0.0009 ips: 12.9297 images/s [11/19 02:55:59] ppdet.engine INFO: Epoch: [80] [2920/3251] learning_rate: 0.017472 loss_vfl: 0.753877 loss_bbox: 0.259207 loss_dfl: 0.178662 loss: 1.182027 eta: 1 day, 13:42:36 batch_cost: 2.2119 data_cost: 0.0014 ips: 12.6589 images/s [11/19 02:56:48] ppdet.engine INFO: Epoch: [80] [2940/3251] learning_rate: 0.017461 loss_vfl: 0.766846 loss_bbox: 0.268667 loss_dfl: 0.184299 loss: 1.234014 eta: 1 day, 13:41:53 batch_cost: 2.3520 data_cost: 0.0010 ips: 11.9045 images/s [11/19 02:57:33] ppdet.engine INFO: Epoch: [80] [2960/3251] learning_rate: 0.017450 loss_vfl: 0.737920 loss_bbox: 0.267265 loss_dfl: 0.176003 loss: 1.191144 eta: 1 day, 13:41:09 batch_cost: 2.1625 data_cost: 0.0013 ips: 12.9478 images/s [11/19 02:58:21] ppdet.engine INFO: Epoch: [80] [2980/3251] learning_rate: 0.017439 loss_vfl: 0.738034 loss_bbox: 0.238664 loss_dfl: 0.169398 loss: 1.154825 eta: 1 day, 13:40:26 batch_cost: 2.2786 data_cost: 0.0009 ips: 12.2881 images/s [11/19 02:59:09] ppdet.engine INFO: Epoch: [80] [3000/3251] learning_rate: 0.017429 loss_vfl: 0.747204 loss_bbox: 0.263382 loss_dfl: 0.180098 loss: 1.199017 eta: 1 day, 13:39:42 batch_cost: 2.2494 data_cost: 0.0012 ips: 12.4476 images/s [11/19 02:59:53] ppdet.engine INFO: Epoch: [80] [3020/3251] learning_rate: 0.017418 loss_vfl: 0.745218 loss_bbox: 0.244775 loss_dfl: 0.164496 loss: 1.177809 eta: 1 day, 13:38:58 batch_cost: 2.1499 data_cost: 0.0009 ips: 13.0236 images/s [11/19 03:00:40] ppdet.engine INFO: Epoch: [80] [3040/3251] learning_rate: 0.017407 loss_vfl: 0.762100 loss_bbox: 0.304558 loss_dfl: 0.201326 loss: 1.260468 eta: 1 day, 13:38:15 batch_cost: 2.2411 data_cost: 0.0011 ips: 12.4939 images/s [11/19 03:01:27] ppdet.engine INFO: Epoch: [80] [3060/3251] learning_rate: 0.017396 loss_vfl: 0.761474 loss_bbox: 0.245898 loss_dfl: 0.178748 loss: 1.205452 eta: 1 day, 13:37:31 batch_cost: 2.1752 data_cost: 0.0010 ips: 12.8725 images/s [11/19 03:02:14] ppdet.engine INFO: Epoch: [80] [3080/3251] learning_rate: 0.017385 loss_vfl: 0.765699 loss_bbox: 0.242629 loss_dfl: 0.159381 loss: 1.144572 eta: 1 day, 13:36:48 batch_cost: 2.1989 data_cost: 0.0014 ips: 12.7335 images/s [11/19 03:03:01] ppdet.engine INFO: Epoch: [80] [3100/3251] learning_rate: 0.017374 loss_vfl: 0.761733 loss_bbox: 0.259533 loss_dfl: 0.188220 loss: 1.215466 eta: 1 day, 13:36:04 batch_cost: 2.2103 data_cost: 0.0009 ips: 12.6679 images/s [11/19 03:03:48] ppdet.engine INFO: Epoch: [80] [3120/3251] learning_rate: 0.017363 loss_vfl: 0.748612 loss_bbox: 0.267984 loss_dfl: 0.186713 loss: 1.198986 eta: 1 day, 13:35:20 batch_cost: 2.1372 data_cost: 0.0012 ips: 13.1010 images/s [11/19 03:04:35] ppdet.engine INFO: Epoch: [80] [3140/3251] learning_rate: 0.017352 loss_vfl: 0.754822 loss_bbox: 0.239301 loss_dfl: 0.170017 loss: 1.150235 eta: 1 day, 13:34:36 batch_cost: 2.2314 data_cost: 0.0009 ips: 12.5480 images/s [11/19 03:05:23] ppdet.engine INFO: Epoch: [80] [3160/3251] learning_rate: 0.017341 loss_vfl: 0.744434 loss_bbox: 0.237140 loss_dfl: 0.175104 loss: 1.175094 eta: 1 day, 13:33:53 batch_cost: 2.2232 data_cost: 0.0010 ips: 12.5944 images/s [11/19 03:06:10] ppdet.engine INFO: Epoch: [80] [3180/3251] learning_rate: 0.017331 loss_vfl: 0.754938 loss_bbox: 0.229442 loss_dfl: 0.168075 loss: 1.147502 eta: 1 day, 13:33:09 batch_cost: 2.2006 data_cost: 0.0009 ips: 12.7238 images/s [11/19 03:06:58] ppdet.engine INFO: Epoch: [80] [3200/3251] learning_rate: 0.017320 loss_vfl: 0.761409 loss_bbox: 0.274106 loss_dfl: 0.182749 loss: 1.204166 eta: 1 day, 13:32:26 batch_cost: 2.3024 data_cost: 0.0010 ips: 12.1614 images/s [11/19 03:07:46] ppdet.engine INFO: Epoch: [80] [3220/3251] learning_rate: 0.017309 loss_vfl: 0.745650 loss_bbox: 0.225487 loss_dfl: 0.162498 loss: 1.137073 eta: 1 day, 13:31:43 batch_cost: 2.2457 data_cost: 0.0010 ips: 12.4683 images/s [11/19 03:08:31] ppdet.engine INFO: Epoch: [80] [3240/3251] learning_rate: 0.017298 loss_vfl: 0.737192 loss_bbox: 0.235646 loss_dfl: 0.168210 loss: 1.155592 eta: 1 day, 13:30:58 batch_cost: 2.0127 data_cost: 0.0027 ips: 13.9119 images/s [11/19 03:09:12] ppdet.engine INFO: Epoch: [81] [ 0/3251] learning_rate: 0.017292 loss_vfl: 0.769449 loss_bbox: 0.235782 loss_dfl: 0.160982 loss: 1.172979 eta: 1 day, 13:30:36 batch_cost: 2.4372 data_cost: 0.8953 ips: 11.4888 images/s [11/19 03:10:01] ppdet.engine INFO: Epoch: [81] [ 20/3251] learning_rate: 0.017281 loss_vfl: 0.736259 loss_bbox: 0.276128 loss_dfl: 0.184585 loss: 1.196157 eta: 1 day, 13:29:53 batch_cost: 2.3337 data_cost: 0.0010 ips: 11.9980 images/s [11/19 03:10:50] ppdet.engine INFO: Epoch: [81] [ 40/3251] learning_rate: 0.017270 loss_vfl: 0.741348 loss_bbox: 0.239110 loss_dfl: 0.173704 loss: 1.158329 eta: 1 day, 13:29:09 batch_cost: 2.2916 data_cost: 0.0009 ips: 12.2186 images/s [11/19 03:11:38] ppdet.engine INFO: Epoch: [81] [ 60/3251] learning_rate: 0.017259 loss_vfl: 0.743887 loss_bbox: 0.274481 loss_dfl: 0.177724 loss: 1.197649 eta: 1 day, 13:28:26 batch_cost: 2.2822 data_cost: 0.0017 ips: 12.2687 images/s [11/19 03:12:27] ppdet.engine INFO: Epoch: [81] [ 80/3251] learning_rate: 0.017249 loss_vfl: 0.756811 loss_bbox: 0.245689 loss_dfl: 0.181251 loss: 1.213440 eta: 1 day, 13:27:43 batch_cost: 2.3340 data_cost: 0.0010 ips: 11.9964 images/s [11/19 03:13:13] ppdet.engine INFO: Epoch: [81] [ 100/3251] learning_rate: 0.017238 loss_vfl: 0.745994 loss_bbox: 0.232771 loss_dfl: 0.161626 loss: 1.140373 eta: 1 day, 13:26:59 batch_cost: 2.1078 data_cost: 0.0009 ips: 13.2842 images/s [11/19 03:14:03] ppdet.engine INFO: Epoch: [81] [ 120/3251] learning_rate: 0.017227 loss_vfl: 0.741646 loss_bbox: 0.226636 loss_dfl: 0.153405 loss: 1.137581 eta: 1 day, 13:26:16 batch_cost: 2.3268 data_cost: 0.0010 ips: 12.0338 images/s [11/19 03:14:50] ppdet.engine INFO: Epoch: [81] [ 140/3251] learning_rate: 0.017216 loss_vfl: 0.725224 loss_bbox: 0.223114 loss_dfl: 0.164237 loss: 1.153999 eta: 1 day, 13:25:32 batch_cost: 2.2426 data_cost: 0.0010 ips: 12.4855 images/s [11/19 03:15:38] ppdet.engine INFO: Epoch: [81] [ 160/3251] learning_rate: 0.017205 loss_vfl: 0.750912 loss_bbox: 0.277214 loss_dfl: 0.189988 loss: 1.208574 eta: 1 day, 13:24:49 batch_cost: 2.2511 data_cost: 0.0012 ips: 12.4386 images/s [11/19 03:16:25] ppdet.engine INFO: Epoch: [81] [ 180/3251] learning_rate: 0.017194 loss_vfl: 0.740069 loss_bbox: 0.282344 loss_dfl: 0.189972 loss: 1.206678 eta: 1 day, 13:24:05 batch_cost: 2.2313 data_cost: 0.0009 ips: 12.5487 images/s [11/19 03:17:12] ppdet.engine INFO: Epoch: [81] [ 200/3251] learning_rate: 0.017183 loss_vfl: 0.721676 loss_bbox: 0.254571 loss_dfl: 0.173032 loss: 1.135708 eta: 1 day, 13:23:22 batch_cost: 2.2328 data_cost: 0.0010 ips: 12.5404 images/s [11/19 03:17:58] ppdet.engine INFO: Epoch: [81] [ 220/3251] learning_rate: 0.017173 loss_vfl: 0.736197 loss_bbox: 0.254136 loss_dfl: 0.179566 loss: 1.178859 eta: 1 day, 13:22:38 batch_cost: 2.0698 data_cost: 0.0009 ips: 13.5281 images/s [11/19 03:18:45] ppdet.engine INFO: Epoch: [81] [ 240/3251] learning_rate: 0.017162 loss_vfl: 0.729129 loss_bbox: 0.240607 loss_dfl: 0.173583 loss: 1.137847 eta: 1 day, 13:21:54 batch_cost: 2.1841 data_cost: 0.0010 ips: 12.8197 images/s [11/19 03:19:30] ppdet.engine INFO: Epoch: [81] [ 260/3251] learning_rate: 0.017151 loss_vfl: 0.741753 loss_bbox: 0.230069 loss_dfl: 0.170565 loss: 1.149195 eta: 1 day, 13:21:10 batch_cost: 2.1630 data_cost: 0.0017 ips: 12.9453 images/s [11/19 03:20:17] ppdet.engine INFO: Epoch: [81] [ 280/3251] learning_rate: 0.017140 loss_vfl: 0.729337 loss_bbox: 0.241453 loss_dfl: 0.157582 loss: 1.131892 eta: 1 day, 13:20:27 batch_cost: 2.2283 data_cost: 0.0013 ips: 12.5658 images/s [11/19 03:21:03] ppdet.engine INFO: Epoch: [81] [ 300/3251] learning_rate: 0.017129 loss_vfl: 0.762508 loss_bbox: 0.249286 loss_dfl: 0.171684 loss: 1.175550 eta: 1 day, 13:19:43 batch_cost: 2.1998 data_cost: 0.0010 ips: 12.7282 images/s [11/19 03:21:50] ppdet.engine INFO: Epoch: [81] [ 320/3251] learning_rate: 0.017119 loss_vfl: 0.744960 loss_bbox: 0.261369 loss_dfl: 0.178731 loss: 1.193937 eta: 1 day, 13:18:59 batch_cost: 2.2035 data_cost: 0.0009 ips: 12.7071 images/s [11/19 03:22:38] ppdet.engine INFO: Epoch: [81] [ 340/3251] learning_rate: 0.017108 loss_vfl: 0.730271 loss_bbox: 0.269810 loss_dfl: 0.188904 loss: 1.219510 eta: 1 day, 13:18:16 batch_cost: 2.2650 data_cost: 0.0018 ips: 12.3620 images/s [11/19 03:23:25] ppdet.engine INFO: Epoch: [81] [ 360/3251] learning_rate: 0.017097 loss_vfl: 0.754623 loss_bbox: 0.253498 loss_dfl: 0.178268 loss: 1.205544 eta: 1 day, 13:17:32 batch_cost: 2.2318 data_cost: 0.0012 ips: 12.5459 images/s [11/19 03:24:14] ppdet.engine INFO: Epoch: [81] [ 380/3251] learning_rate: 0.017086 loss_vfl: 0.727411 loss_bbox: 0.233759 loss_dfl: 0.177572 loss: 1.131182 eta: 1 day, 13:16:49 batch_cost: 2.3099 data_cost: 0.0010 ips: 12.1215 images/s [11/19 03:25:01] ppdet.engine INFO: Epoch: [81] [ 400/3251] learning_rate: 0.017075 loss_vfl: 0.757710 loss_bbox: 0.264254 loss_dfl: 0.182976 loss: 1.193529 eta: 1 day, 13:16:06 batch_cost: 2.1962 data_cost: 0.0011 ips: 12.7492 images/s [11/19 03:25:46] ppdet.engine INFO: Epoch: [81] [ 420/3251] learning_rate: 0.017064 loss_vfl: 0.739190 loss_bbox: 0.238061 loss_dfl: 0.171521 loss: 1.130297 eta: 1 day, 13:15:22 batch_cost: 2.1770 data_cost: 0.0009 ips: 12.8617 images/s [11/19 03:26:33] ppdet.engine INFO: Epoch: [81] [ 440/3251] learning_rate: 0.017054 loss_vfl: 0.731371 loss_bbox: 0.237004 loss_dfl: 0.181069 loss: 1.186960 eta: 1 day, 13:14:38 batch_cost: 2.2300 data_cost: 0.0010 ips: 12.5558 images/s [11/19 03:27:19] ppdet.engine INFO: Epoch: [81] [ 460/3251] learning_rate: 0.017043 loss_vfl: 0.740934 loss_bbox: 0.252069 loss_dfl: 0.167392 loss: 1.173648 eta: 1 day, 13:13:55 batch_cost: 2.1723 data_cost: 0.0009 ips: 12.8895 images/s [11/19 03:28:08] ppdet.engine INFO: Epoch: [81] [ 480/3251] learning_rate: 0.017032 loss_vfl: 0.745738 loss_bbox: 0.254002 loss_dfl: 0.171673 loss: 1.191167 eta: 1 day, 13:13:11 batch_cost: 2.2881 data_cost: 0.0011 ips: 12.2373 images/s [11/19 03:28:55] ppdet.engine INFO: Epoch: [81] [ 500/3251] learning_rate: 0.017021 loss_vfl: 0.732946 loss_bbox: 0.285050 loss_dfl: 0.195099 loss: 1.209114 eta: 1 day, 13:12:28 batch_cost: 2.2344 data_cost: 0.0010 ips: 12.5316 images/s [11/19 03:29:43] ppdet.engine INFO: Epoch: [81] [ 520/3251] learning_rate: 0.017011 loss_vfl: 0.735906 loss_bbox: 0.242089 loss_dfl: 0.165924 loss: 1.140680 eta: 1 day, 13:11:44 batch_cost: 2.2176 data_cost: 0.0011 ips: 12.6260 images/s [11/19 03:30:30] ppdet.engine INFO: Epoch: [81] [ 540/3251] learning_rate: 0.017000 loss_vfl: 0.718465 loss_bbox: 0.228536 loss_dfl: 0.164595 loss: 1.147304 eta: 1 day, 13:11:01 batch_cost: 2.2025 data_cost: 0.0039 ips: 12.7126 images/s [11/19 03:31:15] ppdet.engine INFO: Epoch: [81] [ 560/3251] learning_rate: 0.016989 loss_vfl: 0.729003 loss_bbox: 0.254017 loss_dfl: 0.180878 loss: 1.184571 eta: 1 day, 13:10:16 batch_cost: 2.0517 data_cost: 0.0047 ips: 13.6471 images/s [11/19 03:32:02] ppdet.engine INFO: Epoch: [81] [ 580/3251] learning_rate: 0.016978 loss_vfl: 0.748274 loss_bbox: 0.237236 loss_dfl: 0.171327 loss: 1.170724 eta: 1 day, 13:09:33 batch_cost: 2.2397 data_cost: 0.0010 ips: 12.5018 images/s [11/19 03:32:51] ppdet.engine INFO: Epoch: [81] [ 600/3251] learning_rate: 0.016967 loss_vfl: 0.728607 loss_bbox: 0.260539 loss_dfl: 0.182109 loss: 1.160324 eta: 1 day, 13:08:49 batch_cost: 2.2979 data_cost: 0.0009 ips: 12.1850 images/s [11/19 03:33:38] ppdet.engine INFO: Epoch: [81] [ 620/3251] learning_rate: 0.016957 loss_vfl: 0.738120 loss_bbox: 0.263625 loss_dfl: 0.182720 loss: 1.191736 eta: 1 day, 13:08:06 batch_cost: 2.1831 data_cost: 0.0010 ips: 12.8258 images/s [11/19 03:34:25] ppdet.engine INFO: Epoch: [81] [ 640/3251] learning_rate: 0.016946 loss_vfl: 0.730264 loss_bbox: 0.264898 loss_dfl: 0.180665 loss: 1.177680 eta: 1 day, 13:07:22 batch_cost: 2.2421 data_cost: 0.0011 ips: 12.4886 images/s [11/19 03:35:12] ppdet.engine INFO: Epoch: [81] [ 660/3251] learning_rate: 0.016935 loss_vfl: 0.745602 loss_bbox: 0.287382 loss_dfl: 0.190913 loss: 1.229729 eta: 1 day, 13:06:39 batch_cost: 2.2140 data_cost: 0.0011 ips: 12.6465 images/s [11/19 03:36:01] ppdet.engine INFO: Epoch: [81] [ 680/3251] learning_rate: 0.016924 loss_vfl: 0.731354 loss_bbox: 0.234943 loss_dfl: 0.165187 loss: 1.142265 eta: 1 day, 13:05:56 batch_cost: 2.3701 data_cost: 0.0009 ips: 11.8141 images/s [11/19 03:36:47] ppdet.engine INFO: Epoch: [81] [ 700/3251] learning_rate: 0.016914 loss_vfl: 0.739670 loss_bbox: 0.268082 loss_dfl: 0.187584 loss: 1.174794 eta: 1 day, 13:05:12 batch_cost: 2.1994 data_cost: 0.0009 ips: 12.7307 images/s [11/19 03:37:33] ppdet.engine INFO: Epoch: [81] [ 720/3251] learning_rate: 0.016903 loss_vfl: 0.757701 loss_bbox: 0.244125 loss_dfl: 0.161160 loss: 1.165468 eta: 1 day, 13:04:28 batch_cost: 2.1804 data_cost: 0.0010 ips: 12.8417 images/s [11/19 03:38:21] ppdet.engine INFO: Epoch: [81] [ 740/3251] learning_rate: 0.016892 loss_vfl: 0.722343 loss_bbox: 0.281639 loss_dfl: 0.190322 loss: 1.204182 eta: 1 day, 13:03:45 batch_cost: 2.3108 data_cost: 0.0011 ips: 12.1170 images/s [11/19 03:39:07] ppdet.engine INFO: Epoch: [81] [ 760/3251] learning_rate: 0.016881 loss_vfl: 0.723412 loss_bbox: 0.264166 loss_dfl: 0.182989 loss: 1.175988 eta: 1 day, 13:03:01 batch_cost: 2.1579 data_cost: 0.0009 ips: 12.9757 images/s [11/19 03:39:54] ppdet.engine INFO: Epoch: [81] [ 780/3251] learning_rate: 0.016871 loss_vfl: 0.731588 loss_bbox: 0.251653 loss_dfl: 0.183354 loss: 1.174329 eta: 1 day, 13:02:18 batch_cost: 2.2340 data_cost: 0.0009 ips: 12.5337 images/s [11/19 03:40:42] ppdet.engine INFO: Epoch: [81] [ 800/3251] learning_rate: 0.016860 loss_vfl: 0.732540 loss_bbox: 0.269554 loss_dfl: 0.182465 loss: 1.187564 eta: 1 day, 13:01:34 batch_cost: 2.2173 data_cost: 0.0010 ips: 12.6281 images/s [11/19 03:41:29] ppdet.engine INFO: Epoch: [81] [ 820/3251] learning_rate: 0.016849 loss_vfl: 0.736753 loss_bbox: 0.269971 loss_dfl: 0.183325 loss: 1.209149 eta: 1 day, 13:00:51 batch_cost: 2.2109 data_cost: 0.0011 ips: 12.6648 images/s [11/19 03:42:17] ppdet.engine INFO: Epoch: [81] [ 840/3251] learning_rate: 0.016838 loss_vfl: 0.761516 loss_bbox: 0.243566 loss_dfl: 0.161158 loss: 1.164549 eta: 1 day, 13:00:07 batch_cost: 2.2172 data_cost: 0.0011 ips: 12.6285 images/s [11/19 03:43:04] ppdet.engine INFO: Epoch: [81] [ 860/3251] learning_rate: 0.016828 loss_vfl: 0.744339 loss_bbox: 0.272070 loss_dfl: 0.187682 loss: 1.210147 eta: 1 day, 12:59:24 batch_cost: 2.2341 data_cost: 0.0010 ips: 12.5329 images/s [11/19 03:43:51] ppdet.engine INFO: Epoch: [81] [ 880/3251] learning_rate: 0.016817 loss_vfl: 0.752748 loss_bbox: 0.280446 loss_dfl: 0.178642 loss: 1.214063 eta: 1 day, 12:58:40 batch_cost: 2.2094 data_cost: 0.0009 ips: 12.6729 images/s [11/19 03:44:38] ppdet.engine INFO: Epoch: [81] [ 900/3251] learning_rate: 0.016806 loss_vfl: 0.737715 loss_bbox: 0.255655 loss_dfl: 0.181387 loss: 1.159244 eta: 1 day, 12:57:56 batch_cost: 2.2233 data_cost: 0.0092 ips: 12.5942 images/s [11/19 03:45:27] ppdet.engine INFO: Epoch: [81] [ 920/3251] learning_rate: 0.016796 loss_vfl: 0.737260 loss_bbox: 0.231606 loss_dfl: 0.161243 loss: 1.150019 eta: 1 day, 12:57:13 batch_cost: 2.2857 data_cost: 0.0011 ips: 12.2499 images/s [11/19 03:46:13] ppdet.engine INFO: Epoch: [81] [ 940/3251] learning_rate: 0.016785 loss_vfl: 0.726545 loss_bbox: 0.257375 loss_dfl: 0.170069 loss: 1.175452 eta: 1 day, 12:56:29 batch_cost: 2.1941 data_cost: 0.0011 ips: 12.7618 images/s [11/19 03:46:59] ppdet.engine INFO: Epoch: [81] [ 960/3251] learning_rate: 0.016774 loss_vfl: 0.756639 loss_bbox: 0.235479 loss_dfl: 0.162704 loss: 1.168222 eta: 1 day, 12:55:46 batch_cost: 2.2183 data_cost: 0.0010 ips: 12.6222 images/s [11/19 03:47:47] ppdet.engine INFO: Epoch: [81] [ 980/3251] learning_rate: 0.016763 loss_vfl: 0.746532 loss_bbox: 0.278295 loss_dfl: 0.188874 loss: 1.236437 eta: 1 day, 12:55:02 batch_cost: 2.2065 data_cost: 0.0012 ips: 12.6897 images/s [11/19 03:48:32] ppdet.engine INFO: Epoch: [81] [1000/3251] learning_rate: 0.016753 loss_vfl: 0.735500 loss_bbox: 0.218055 loss_dfl: 0.161418 loss: 1.106012 eta: 1 day, 12:54:19 batch_cost: 2.1841 data_cost: 0.0013 ips: 12.8198 images/s [11/19 03:49:22] ppdet.engine INFO: Epoch: [81] [1020/3251] learning_rate: 0.016742 loss_vfl: 0.764428 loss_bbox: 0.269408 loss_dfl: 0.183841 loss: 1.201889 eta: 1 day, 12:53:35 batch_cost: 2.3045 data_cost: 0.0009 ips: 12.1501 images/s [11/19 03:50:09] ppdet.engine INFO: Epoch: [81] [1040/3251] learning_rate: 0.016731 loss_vfl: 0.743080 loss_bbox: 0.233904 loss_dfl: 0.162672 loss: 1.138827 eta: 1 day, 12:52:52 batch_cost: 2.2708 data_cost: 0.0016 ips: 12.3307 images/s [11/19 03:50:58] ppdet.engine INFO: Epoch: [81] [1060/3251] learning_rate: 0.016721 loss_vfl: 0.696567 loss_bbox: 0.209582 loss_dfl: 0.159288 loss: 1.125618 eta: 1 day, 12:52:09 batch_cost: 2.2971 data_cost: 0.0010 ips: 12.1892 images/s [11/19 03:51:45] ppdet.engine INFO: Epoch: [81] [1080/3251] learning_rate: 0.016710 loss_vfl: 0.749429 loss_bbox: 0.231110 loss_dfl: 0.166302 loss: 1.150223 eta: 1 day, 12:51:26 batch_cost: 2.2886 data_cost: 0.0010 ips: 12.2346 images/s [11/19 03:52:33] ppdet.engine INFO: Epoch: [81] [1100/3251] learning_rate: 0.016699 loss_vfl: 0.761836 loss_bbox: 0.255941 loss_dfl: 0.161653 loss: 1.165738 eta: 1 day, 12:50:42 batch_cost: 2.2644 data_cost: 0.0011 ips: 12.3650 images/s [11/19 03:53:19] ppdet.engine INFO: Epoch: [81] [1120/3251] learning_rate: 0.016688 loss_vfl: 0.762163 loss_bbox: 0.255166 loss_dfl: 0.169745 loss: 1.179347 eta: 1 day, 12:49:58 batch_cost: 2.1807 data_cost: 0.0011 ips: 12.8397 images/s [11/19 03:54:07] ppdet.engine INFO: Epoch: [81] [1140/3251] learning_rate: 0.016678 loss_vfl: 0.750326 loss_bbox: 0.255334 loss_dfl: 0.170711 loss: 1.179082 eta: 1 day, 12:49:15 batch_cost: 2.2581 data_cost: 0.0021 ips: 12.3995 images/s [11/19 03:54:52] ppdet.engine INFO: Epoch: [81] [1160/3251] learning_rate: 0.016667 loss_vfl: 0.723139 loss_bbox: 0.262514 loss_dfl: 0.184907 loss: 1.182102 eta: 1 day, 12:48:31 batch_cost: 2.1661 data_cost: 0.0010 ips: 12.9267 images/s [11/19 03:55:40] ppdet.engine INFO: Epoch: [81] [1180/3251] learning_rate: 0.016656 loss_vfl: 0.736521 loss_bbox: 0.275351 loss_dfl: 0.180905 loss: 1.201274 eta: 1 day, 12:47:47 batch_cost: 2.1828 data_cost: 0.0009 ips: 12.8274 images/s [11/19 03:56:30] ppdet.engine INFO: Epoch: [81] [1200/3251] learning_rate: 0.016646 loss_vfl: 0.745642 loss_bbox: 0.258360 loss_dfl: 0.176679 loss: 1.172412 eta: 1 day, 12:47:05 batch_cost: 2.3634 data_cost: 0.0010 ips: 11.8472 images/s [11/19 03:57:15] ppdet.engine INFO: Epoch: [81] [1220/3251] learning_rate: 0.016635 loss_vfl: 0.731069 loss_bbox: 0.263216 loss_dfl: 0.176029 loss: 1.165282 eta: 1 day, 12:46:20 batch_cost: 2.0934 data_cost: 0.0019 ips: 13.3756 images/s [11/19 03:58:02] ppdet.engine INFO: Epoch: [81] [1240/3251] learning_rate: 0.016624 loss_vfl: 0.732551 loss_bbox: 0.260233 loss_dfl: 0.177145 loss: 1.158634 eta: 1 day, 12:45:37 batch_cost: 2.2418 data_cost: 0.0010 ips: 12.4900 images/s [11/19 03:58:49] ppdet.engine INFO: Epoch: [81] [1260/3251] learning_rate: 0.016614 loss_vfl: 0.744187 loss_bbox: 0.253865 loss_dfl: 0.179016 loss: 1.190960 eta: 1 day, 12:44:53 batch_cost: 2.2513 data_cost: 0.0010 ips: 12.4372 images/s [11/19 03:59:37] ppdet.engine INFO: Epoch: [81] [1280/3251] learning_rate: 0.016603 loss_vfl: 0.739623 loss_bbox: 0.263601 loss_dfl: 0.189057 loss: 1.202218 eta: 1 day, 12:44:10 batch_cost: 2.2614 data_cost: 0.0010 ips: 12.3818 images/s [11/19 04:00:24] ppdet.engine INFO: Epoch: [81] [1300/3251] learning_rate: 0.016592 loss_vfl: 0.732091 loss_bbox: 0.265813 loss_dfl: 0.187759 loss: 1.192052 eta: 1 day, 12:43:27 batch_cost: 2.2388 data_cost: 0.0011 ips: 12.5067 images/s [11/19 04:01:11] ppdet.engine INFO: Epoch: [81] [1320/3251] learning_rate: 0.016582 loss_vfl: 0.763991 loss_bbox: 0.251115 loss_dfl: 0.183317 loss: 1.193787 eta: 1 day, 12:42:43 batch_cost: 2.1859 data_cost: 0.0011 ips: 12.8096 images/s [11/19 04:01:55] ppdet.engine INFO: Epoch: [81] [1340/3251] learning_rate: 0.016571 loss_vfl: 0.728650 loss_bbox: 0.257564 loss_dfl: 0.175286 loss: 1.167458 eta: 1 day, 12:41:59 batch_cost: 2.0730 data_cost: 0.0011 ips: 13.5070 images/s [11/19 04:02:43] ppdet.engine INFO: Epoch: [81] [1360/3251] learning_rate: 0.016560 loss_vfl: 0.739326 loss_bbox: 0.274423 loss_dfl: 0.186585 loss: 1.220376 eta: 1 day, 12:41:15 batch_cost: 2.2773 data_cost: 0.0010 ips: 12.2955 images/s [11/19 04:03:31] ppdet.engine INFO: Epoch: [81] [1380/3251] learning_rate: 0.016550 loss_vfl: 0.745959 loss_bbox: 0.237124 loss_dfl: 0.167490 loss: 1.169560 eta: 1 day, 12:40:32 batch_cost: 2.2475 data_cost: 0.0009 ips: 12.4580 images/s [11/19 04:04:20] ppdet.engine INFO: Epoch: [81] [1400/3251] learning_rate: 0.016539 loss_vfl: 0.754357 loss_bbox: 0.254272 loss_dfl: 0.175660 loss: 1.186714 eta: 1 day, 12:39:49 batch_cost: 2.3403 data_cost: 0.0010 ips: 11.9643 images/s [11/19 04:05:07] ppdet.engine INFO: Epoch: [81] [1420/3251] learning_rate: 0.016528 loss_vfl: 0.713167 loss_bbox: 0.253192 loss_dfl: 0.180153 loss: 1.158859 eta: 1 day, 12:39:05 batch_cost: 2.2126 data_cost: 0.0011 ips: 12.6550 images/s [11/19 04:05:53] ppdet.engine INFO: Epoch: [81] [1440/3251] learning_rate: 0.016518 loss_vfl: 0.741056 loss_bbox: 0.254633 loss_dfl: 0.182169 loss: 1.171818 eta: 1 day, 12:38:22 batch_cost: 2.1848 data_cost: 0.0010 ips: 12.8157 images/s [11/19 04:06:41] ppdet.engine INFO: Epoch: [81] [1460/3251] learning_rate: 0.016507 loss_vfl: 0.744714 loss_bbox: 0.255839 loss_dfl: 0.183214 loss: 1.197886 eta: 1 day, 12:37:38 batch_cost: 2.2700 data_cost: 0.0010 ips: 12.3348 images/s [11/19 04:07:29] ppdet.engine INFO: Epoch: [81] [1480/3251] learning_rate: 0.016497 loss_vfl: 0.743478 loss_bbox: 0.252701 loss_dfl: 0.176887 loss: 1.156728 eta: 1 day, 12:36:55 batch_cost: 2.2838 data_cost: 0.0015 ips: 12.2600 images/s Corrupt JPEG data: 33378 extraneous bytes before marker 0xe2 [11/19 04:08:17] ppdet.engine INFO: Epoch: [81] [1500/3251] learning_rate: 0.016486 loss_vfl: 0.740067 loss_bbox: 0.222596 loss_dfl: 0.159681 loss: 1.135592 eta: 1 day, 12:36:11 batch_cost: 2.2202 data_cost: 0.0010 ips: 12.6116 images/s [11/19 04:09:06] ppdet.engine INFO: Epoch: [81] [1520/3251] learning_rate: 0.016475 loss_vfl: 0.764446 loss_bbox: 0.255849 loss_dfl: 0.174296 loss: 1.182073 eta: 1 day, 12:35:28 batch_cost: 2.2695 data_cost: 0.0018 ips: 12.3375 images/s [11/19 04:09:56] ppdet.engine INFO: Epoch: [81] [1540/3251] learning_rate: 0.016465 loss_vfl: 0.753205 loss_bbox: 0.288189 loss_dfl: 0.197443 loss: 1.239648 eta: 1 day, 12:34:45 batch_cost: 2.3298 data_cost: 0.0009 ips: 12.0181 images/s [11/19 04:10:42] ppdet.engine INFO: Epoch: [81] [1560/3251] learning_rate: 0.016454 loss_vfl: 0.752753 loss_bbox: 0.256891 loss_dfl: 0.183723 loss: 1.200692 eta: 1 day, 12:34:01 batch_cost: 2.1770 data_cost: 0.0009 ips: 12.8617 images/s [11/19 04:11:28] ppdet.engine INFO: Epoch: [81] [1580/3251] learning_rate: 0.016443 loss_vfl: 0.754326 loss_bbox: 0.244645 loss_dfl: 0.162666 loss: 1.148063 eta: 1 day, 12:33:17 batch_cost: 2.1613 data_cost: 0.0010 ips: 12.9549 images/s [11/19 04:12:13] ppdet.engine INFO: Epoch: [81] [1600/3251] learning_rate: 0.016433 loss_vfl: 0.732380 loss_bbox: 0.268310 loss_dfl: 0.178721 loss: 1.201203 eta: 1 day, 12:32:33 batch_cost: 2.1001 data_cost: 0.0034 ips: 13.3327 images/s [11/19 04:13:00] ppdet.engine INFO: Epoch: [81] [1620/3251] learning_rate: 0.016422 loss_vfl: 0.743918 loss_bbox: 0.246816 loss_dfl: 0.171676 loss: 1.164832 eta: 1 day, 12:31:49 batch_cost: 2.1989 data_cost: 0.0011 ips: 12.7336 images/s [11/19 04:13:48] ppdet.engine INFO: Epoch: [81] [1640/3251] learning_rate: 0.016412 loss_vfl: 0.778818 loss_bbox: 0.308813 loss_dfl: 0.202099 loss: 1.277597 eta: 1 day, 12:31:06 batch_cost: 2.1969 data_cost: 0.0009 ips: 12.7454 images/s [11/19 04:14:33] ppdet.engine INFO: Epoch: [81] [1660/3251] learning_rate: 0.016401 loss_vfl: 0.740295 loss_bbox: 0.275479 loss_dfl: 0.195199 loss: 1.228367 eta: 1 day, 12:30:22 batch_cost: 2.0846 data_cost: 0.0009 ips: 13.4319 images/s [11/19 04:15:19] ppdet.engine INFO: Epoch: [81] [1680/3251] learning_rate: 0.016390 loss_vfl: 0.754649 loss_bbox: 0.262978 loss_dfl: 0.193823 loss: 1.211963 eta: 1 day, 12:29:38 batch_cost: 2.1998 data_cost: 0.0009 ips: 12.7286 images/s [11/19 04:16:07] ppdet.engine INFO: Epoch: [81] [1700/3251] learning_rate: 0.016380 loss_vfl: 0.751198 loss_bbox: 0.278389 loss_dfl: 0.174697 loss: 1.180921 eta: 1 day, 12:28:54 batch_cost: 2.1783 data_cost: 0.0010 ips: 12.8542 images/s [11/19 04:16:55] ppdet.engine INFO: Epoch: [81] [1720/3251] learning_rate: 0.016369 loss_vfl: 0.741965 loss_bbox: 0.248684 loss_dfl: 0.166332 loss: 1.175269 eta: 1 day, 12:28:11 batch_cost: 2.3007 data_cost: 0.0010 ips: 12.1701 images/s [11/19 04:17:41] ppdet.engine INFO: Epoch: [81] [1740/3251] learning_rate: 0.016359 loss_vfl: 0.747418 loss_bbox: 0.235699 loss_dfl: 0.171737 loss: 1.183293 eta: 1 day, 12:27:27 batch_cost: 2.1639 data_cost: 0.0009 ips: 12.9397 images/s [11/19 04:18:26] ppdet.engine INFO: Epoch: [81] [1760/3251] learning_rate: 0.016348 loss_vfl: 0.773771 loss_bbox: 0.287676 loss_dfl: 0.193932 loss: 1.242872 eta: 1 day, 12:26:43 batch_cost: 2.0881 data_cost: 0.0010 ips: 13.4096 images/s [11/19 04:19:17] ppdet.engine INFO: Epoch: [81] [1780/3251] learning_rate: 0.016337 loss_vfl: 0.735376 loss_bbox: 0.285259 loss_dfl: 0.197623 loss: 1.217176 eta: 1 day, 12:26:00 batch_cost: 2.4054 data_cost: 0.0011 ips: 11.6405 images/s [11/19 04:20:04] ppdet.engine INFO: Epoch: [81] [1800/3251] learning_rate: 0.016327 loss_vfl: 0.760593 loss_bbox: 0.263757 loss_dfl: 0.184265 loss: 1.234703 eta: 1 day, 12:25:17 batch_cost: 2.2289 data_cost: 0.0009 ips: 12.5625 images/s [11/19 04:20:52] ppdet.engine INFO: Epoch: [81] [1820/3251] learning_rate: 0.016316 loss_vfl: 0.743402 loss_bbox: 0.243022 loss_dfl: 0.169616 loss: 1.165512 eta: 1 day, 12:24:33 batch_cost: 2.2650 data_cost: 0.0011 ips: 12.3619 images/s [11/19 04:21:37] ppdet.engine INFO: Epoch: [81] [1840/3251] learning_rate: 0.016306 loss_vfl: 0.733203 loss_bbox: 0.252914 loss_dfl: 0.167019 loss: 1.147987 eta: 1 day, 12:23:49 batch_cost: 2.1217 data_cost: 0.0010 ips: 13.1972 images/s [11/19 04:22:22] ppdet.engine INFO: Epoch: [81] [1860/3251] learning_rate: 0.016295 loss_vfl: 0.760900 loss_bbox: 0.238692 loss_dfl: 0.175267 loss: 1.172507 eta: 1 day, 12:23:06 batch_cost: 2.1788 data_cost: 0.0010 ips: 12.8513 images/s [11/19 04:23:11] ppdet.engine INFO: Epoch: [81] [1880/3251] learning_rate: 0.016284 loss_vfl: 0.754558 loss_bbox: 0.244213 loss_dfl: 0.177834 loss: 1.184637 eta: 1 day, 12:22:22 batch_cost: 2.2954 data_cost: 0.0011 ips: 12.1984 images/s [11/19 04:23:59] ppdet.engine INFO: Epoch: [81] [1900/3251] learning_rate: 0.016274 loss_vfl: 0.737495 loss_bbox: 0.263427 loss_dfl: 0.177906 loss: 1.208297 eta: 1 day, 12:21:39 batch_cost: 2.2746 data_cost: 0.0013 ips: 12.3097 images/s [11/19 04:24:45] ppdet.engine INFO: Epoch: [81] [1920/3251] learning_rate: 0.016263 loss_vfl: 0.740558 loss_bbox: 0.276033 loss_dfl: 0.186013 loss: 1.185286 eta: 1 day, 12:20:55 batch_cost: 2.1997 data_cost: 0.0011 ips: 12.7288 images/s [11/19 04:25:31] ppdet.engine INFO: Epoch: [81] [1940/3251] learning_rate: 0.016253 loss_vfl: 0.750223 loss_bbox: 0.301580 loss_dfl: 0.187865 loss: 1.253082 eta: 1 day, 12:20:11 batch_cost: 2.1214 data_cost: 0.0010 ips: 13.1987 images/s [11/19 04:26:19] ppdet.engine INFO: Epoch: [81] [1960/3251] learning_rate: 0.016242 loss_vfl: 0.760418 loss_bbox: 0.248990 loss_dfl: 0.175407 loss: 1.206406 eta: 1 day, 12:19:28 batch_cost: 2.3135 data_cost: 0.0010 ips: 12.1030 images/s [11/19 04:27:04] ppdet.engine INFO: Epoch: [81] [1980/3251] learning_rate: 0.016232 loss_vfl: 0.744383 loss_bbox: 0.233732 loss_dfl: 0.164817 loss: 1.130832 eta: 1 day, 12:18:44 batch_cost: 2.1292 data_cost: 0.0010 ips: 13.1505 images/s [11/19 04:27:51] ppdet.engine INFO: Epoch: [81] [2000/3251] learning_rate: 0.016221 loss_vfl: 0.724242 loss_bbox: 0.264846 loss_dfl: 0.185936 loss: 1.181223 eta: 1 day, 12:18:00 batch_cost: 2.1734 data_cost: 0.0009 ips: 12.8832 images/s [11/19 04:28:38] ppdet.engine INFO: Epoch: [81] [2020/3251] learning_rate: 0.016211 loss_vfl: 0.742819 loss_bbox: 0.250884 loss_dfl: 0.178900 loss: 1.156273 eta: 1 day, 12:17:17 batch_cost: 2.1984 data_cost: 0.0009 ips: 12.7365 images/s [11/19 04:29:23] ppdet.engine INFO: Epoch: [81] [2040/3251] learning_rate: 0.016200 loss_vfl: 0.744231 loss_bbox: 0.276755 loss_dfl: 0.190763 loss: 1.193167 eta: 1 day, 12:16:33 batch_cost: 2.0959 data_cost: 0.0010 ips: 13.3595 images/s [11/19 04:30:10] ppdet.engine INFO: Epoch: [81] [2060/3251] learning_rate: 0.016189 loss_vfl: 0.745964 loss_bbox: 0.266614 loss_dfl: 0.174693 loss: 1.174563 eta: 1 day, 12:15:49 batch_cost: 2.2529 data_cost: 0.0010 ips: 12.4286 images/s [11/19 04:30:57] ppdet.engine INFO: Epoch: [81] [2080/3251] learning_rate: 0.016179 loss_vfl: 0.725946 loss_bbox: 0.267463 loss_dfl: 0.190431 loss: 1.200883 eta: 1 day, 12:15:05 batch_cost: 2.1606 data_cost: 0.0010 ips: 12.9596 images/s [11/19 04:31:44] ppdet.engine INFO: Epoch: [81] [2100/3251] learning_rate: 0.016168 loss_vfl: 0.779024 loss_bbox: 0.251168 loss_dfl: 0.170472 loss: 1.200370 eta: 1 day, 12:14:22 batch_cost: 2.2878 data_cost: 0.0009 ips: 12.2387 images/s [11/19 04:32:32] ppdet.engine INFO: Epoch: [81] [2120/3251] learning_rate: 0.016158 loss_vfl: 0.753039 loss_bbox: 0.248951 loss_dfl: 0.178720 loss: 1.152354 eta: 1 day, 12:13:39 batch_cost: 2.2861 data_cost: 0.0010 ips: 12.2480 images/s [11/19 04:33:20] ppdet.engine INFO: Epoch: [81] [2140/3251] learning_rate: 0.016147 loss_vfl: 0.732896 loss_bbox: 0.230777 loss_dfl: 0.170171 loss: 1.133855 eta: 1 day, 12:12:55 batch_cost: 2.2299 data_cost: 0.0009 ips: 12.5566 images/s [11/19 04:34:07] ppdet.engine INFO: Epoch: [81] [2160/3251] learning_rate: 0.016137 loss_vfl: 0.772160 loss_bbox: 0.275362 loss_dfl: 0.179478 loss: 1.216943 eta: 1 day, 12:12:12 batch_cost: 2.2654 data_cost: 0.0010 ips: 12.3601 images/s [11/19 04:34:52] ppdet.engine INFO: Epoch: [81] [2180/3251] learning_rate: 0.016126 loss_vfl: 0.742497 loss_bbox: 0.264859 loss_dfl: 0.186632 loss: 1.179488 eta: 1 day, 12:11:28 batch_cost: 2.1568 data_cost: 0.0018 ips: 12.9824 images/s [11/19 04:35:38] ppdet.engine INFO: Epoch: [81] [2200/3251] learning_rate: 0.016116 loss_vfl: 0.739590 loss_bbox: 0.237292 loss_dfl: 0.170292 loss: 1.143066 eta: 1 day, 12:10:44 batch_cost: 2.1943 data_cost: 0.0013 ips: 12.7606 images/s [11/19 04:36:24] ppdet.engine INFO: Epoch: [81] [2220/3251] learning_rate: 0.016105 loss_vfl: 0.723746 loss_bbox: 0.255587 loss_dfl: 0.174107 loss: 1.145841 eta: 1 day, 12:10:00 batch_cost: 2.1141 data_cost: 0.0010 ips: 13.2446 images/s [11/19 04:37:11] ppdet.engine INFO: Epoch: [81] [2240/3251] learning_rate: 0.016095 loss_vfl: 0.743252 loss_bbox: 0.241288 loss_dfl: 0.169928 loss: 1.147169 eta: 1 day, 12:09:16 batch_cost: 2.1471 data_cost: 0.0010 ips: 13.0410 images/s [11/19 04:37:56] ppdet.engine INFO: Epoch: [81] [2260/3251] learning_rate: 0.016084 loss_vfl: 0.758806 loss_bbox: 0.257470 loss_dfl: 0.171070 loss: 1.174583 eta: 1 day, 12:08:33 batch_cost: 2.1813 data_cost: 0.0009 ips: 12.8364 images/s [11/19 04:38:43] ppdet.engine INFO: Epoch: [81] [2280/3251] learning_rate: 0.016074 loss_vfl: 0.754932 loss_bbox: 0.228367 loss_dfl: 0.162750 loss: 1.103280 eta: 1 day, 12:07:49 batch_cost: 2.2022 data_cost: 0.0010 ips: 12.7148 images/s [11/19 04:39:30] ppdet.engine INFO: Epoch: [81] [2300/3251] learning_rate: 0.016063 loss_vfl: 0.725317 loss_bbox: 0.251748 loss_dfl: 0.171170 loss: 1.154260 eta: 1 day, 12:07:05 batch_cost: 2.2101 data_cost: 0.0010 ips: 12.6689 images/s [11/19 04:40:18] ppdet.engine INFO: Epoch: [81] [2320/3251] learning_rate: 0.016053 loss_vfl: 0.746148 loss_bbox: 0.238601 loss_dfl: 0.182695 loss: 1.179264 eta: 1 day, 12:06:22 batch_cost: 2.2055 data_cost: 0.0010 ips: 12.6954 images/s [11/19 04:41:03] ppdet.engine INFO: Epoch: [81] [2340/3251] learning_rate: 0.016042 loss_vfl: 0.756722 loss_bbox: 0.284832 loss_dfl: 0.200428 loss: 1.216395 eta: 1 day, 12:05:38 batch_cost: 2.1778 data_cost: 0.0011 ips: 12.8570 images/s [11/19 04:41:50] ppdet.engine INFO: Epoch: [81] [2360/3251] learning_rate: 0.016032 loss_vfl: 0.736400 loss_bbox: 0.246755 loss_dfl: 0.178721 loss: 1.184759 eta: 1 day, 12:04:54 batch_cost: 2.1660 data_cost: 0.0009 ips: 12.9272 images/s [11/19 04:42:37] ppdet.engine INFO: Epoch: [81] [2380/3251] learning_rate: 0.016021 loss_vfl: 0.724305 loss_bbox: 0.262128 loss_dfl: 0.172410 loss: 1.188212 eta: 1 day, 12:04:10 batch_cost: 2.1812 data_cost: 0.0011 ips: 12.8370 images/s [11/19 04:43:23] ppdet.engine INFO: Epoch: [81] [2400/3251] learning_rate: 0.016011 loss_vfl: 0.743531 loss_bbox: 0.278802 loss_dfl: 0.190102 loss: 1.203339 eta: 1 day, 12:03:27 batch_cost: 2.2197 data_cost: 0.0010 ips: 12.6142 images/s [11/19 04:44:08] ppdet.engine INFO: Epoch: [81] [2420/3251] learning_rate: 0.016000 loss_vfl: 0.741953 loss_bbox: 0.244451 loss_dfl: 0.170544 loss: 1.158571 eta: 1 day, 12:02:42 batch_cost: 2.0662 data_cost: 0.0025 ips: 13.5516 images/s [11/19 04:44:55] ppdet.engine INFO: Epoch: [81] [2440/3251] learning_rate: 0.015990 loss_vfl: 0.752657 loss_bbox: 0.261096 loss_dfl: 0.180207 loss: 1.199175 eta: 1 day, 12:01:59 batch_cost: 2.2925 data_cost: 0.0011 ips: 12.2136 images/s [11/19 04:45:42] ppdet.engine INFO: Epoch: [81] [2460/3251] learning_rate: 0.015979 loss_vfl: 0.756638 loss_bbox: 0.259346 loss_dfl: 0.182900 loss: 1.209379 eta: 1 day, 12:01:15 batch_cost: 2.1993 data_cost: 0.0014 ips: 12.7314 images/s [11/19 04:46:32] ppdet.engine INFO: Epoch: [81] [2480/3251] learning_rate: 0.015969 loss_vfl: 0.763953 loss_bbox: 0.221934 loss_dfl: 0.160387 loss: 1.156978 eta: 1 day, 12:00:33 batch_cost: 2.3701 data_cost: 0.0014 ips: 11.8140 images/s [11/19 04:47:20] ppdet.engine INFO: Epoch: [81] [2500/3251] learning_rate: 0.015958 loss_vfl: 0.741704 loss_bbox: 0.283399 loss_dfl: 0.185033 loss: 1.198003 eta: 1 day, 11:59:49 batch_cost: 2.2412 data_cost: 0.0010 ips: 12.4935 images/s [11/19 04:48:07] ppdet.engine INFO: Epoch: [81] [2520/3251] learning_rate: 0.015948 loss_vfl: 0.743270 loss_bbox: 0.247997 loss_dfl: 0.173184 loss: 1.163876 eta: 1 day, 11:59:05 batch_cost: 2.2152 data_cost: 0.0011 ips: 12.6398 images/s [11/19 04:48:53] ppdet.engine INFO: Epoch: [81] [2540/3251] learning_rate: 0.015937 loss_vfl: 0.749671 loss_bbox: 0.266110 loss_dfl: 0.178603 loss: 1.206455 eta: 1 day, 11:58:22 batch_cost: 2.2076 data_cost: 0.0010 ips: 12.6836 images/s [11/19 04:49:40] ppdet.engine INFO: Epoch: [81] [2560/3251] learning_rate: 0.015927 loss_vfl: 0.756958 loss_bbox: 0.244907 loss_dfl: 0.171454 loss: 1.182731 eta: 1 day, 11:57:38 batch_cost: 2.2044 data_cost: 0.0010 ips: 12.7016 images/s [11/19 04:50:28] ppdet.engine INFO: Epoch: [81] [2580/3251] learning_rate: 0.015916 loss_vfl: 0.758416 loss_bbox: 0.257509 loss_dfl: 0.192986 loss: 1.211468 eta: 1 day, 11:56:55 batch_cost: 2.2936 data_cost: 0.0126 ips: 12.2077 images/s [11/19 04:51:16] ppdet.engine INFO: Epoch: [81] [2600/3251] learning_rate: 0.015906 loss_vfl: 0.720269 loss_bbox: 0.232127 loss_dfl: 0.164099 loss: 1.116562 eta: 1 day, 11:56:11 batch_cost: 2.1573 data_cost: 0.0044 ips: 12.9792 images/s [11/19 04:52:05] ppdet.engine INFO: Epoch: [81] [2620/3251] learning_rate: 0.015896 loss_vfl: 0.761548 loss_bbox: 0.248707 loss_dfl: 0.171833 loss: 1.223504 eta: 1 day, 11:55:28 batch_cost: 2.3251 data_cost: 0.0010 ips: 12.0423 images/s [11/19 04:52:51] ppdet.engine INFO: Epoch: [81] [2640/3251] learning_rate: 0.015885 loss_vfl: 0.762989 loss_bbox: 0.245358 loss_dfl: 0.170883 loss: 1.191936 eta: 1 day, 11:54:45 batch_cost: 2.2544 data_cost: 0.0010 ips: 12.4199 images/s [11/19 04:53:38] ppdet.engine INFO: Epoch: [81] [2660/3251] learning_rate: 0.015875 loss_vfl: 0.740098 loss_bbox: 0.247541 loss_dfl: 0.173721 loss: 1.173769 eta: 1 day, 11:54:01 batch_cost: 2.1862 data_cost: 0.0009 ips: 12.8073 images/s [11/19 04:54:25] ppdet.engine INFO: Epoch: [81] [2680/3251] learning_rate: 0.015864 loss_vfl: 0.716804 loss_bbox: 0.262174 loss_dfl: 0.181638 loss: 1.172529 eta: 1 day, 11:53:17 batch_cost: 2.1627 data_cost: 0.0010 ips: 12.9469 images/s [11/19 04:55:13] ppdet.engine INFO: Epoch: [81] [2700/3251] learning_rate: 0.015854 loss_vfl: 0.754923 loss_bbox: 0.272317 loss_dfl: 0.185701 loss: 1.192547 eta: 1 day, 11:52:34 batch_cost: 2.3020 data_cost: 0.0019 ips: 12.1633 images/s [11/19 04:56:00] ppdet.engine INFO: Epoch: [81] [2720/3251] learning_rate: 0.015843 loss_vfl: 0.767995 loss_bbox: 0.260278 loss_dfl: 0.176499 loss: 1.210799 eta: 1 day, 11:51:50 batch_cost: 2.2389 data_cost: 0.0014 ips: 12.5063 images/s [11/19 04:56:46] ppdet.engine INFO: Epoch: [81] [2740/3251] learning_rate: 0.015833 loss_vfl: 0.736957 loss_bbox: 0.257425 loss_dfl: 0.175659 loss: 1.177045 eta: 1 day, 11:51:06 batch_cost: 2.1295 data_cost: 0.0009 ips: 13.1489 images/s [11/19 04:57:33] ppdet.engine INFO: Epoch: [81] [2760/3251] learning_rate: 0.015822 loss_vfl: 0.735866 loss_bbox: 0.267616 loss_dfl: 0.179006 loss: 1.189375 eta: 1 day, 11:50:23 batch_cost: 2.2090 data_cost: 0.0011 ips: 12.6752 images/s [11/19 04:58:20] ppdet.engine INFO: Epoch: [81] [2780/3251] learning_rate: 0.015812 loss_vfl: 0.759012 loss_bbox: 0.274338 loss_dfl: 0.193971 loss: 1.216125 eta: 1 day, 11:49:39 batch_cost: 2.1597 data_cost: 0.0011 ips: 12.9648 images/s [11/19 04:59:05] ppdet.engine INFO: Epoch: [81] [2800/3251] learning_rate: 0.015802 loss_vfl: 0.718662 loss_bbox: 0.272447 loss_dfl: 0.191541 loss: 1.195016 eta: 1 day, 11:48:55 batch_cost: 2.1191 data_cost: 0.0010 ips: 13.2130 images/s [11/19 04:59:54] ppdet.engine INFO: Epoch: [81] [2820/3251] learning_rate: 0.015791 loss_vfl: 0.751851 loss_bbox: 0.245596 loss_dfl: 0.173781 loss: 1.200495 eta: 1 day, 11:48:12 batch_cost: 2.3038 data_cost: 0.0012 ips: 12.1538 images/s [11/19 05:00:39] ppdet.engine INFO: Epoch: [81] [2840/3251] learning_rate: 0.015781 loss_vfl: 0.743078 loss_bbox: 0.221163 loss_dfl: 0.164439 loss: 1.137917 eta: 1 day, 11:47:28 batch_cost: 2.1096 data_cost: 0.0010 ips: 13.2728 images/s [11/19 05:01:26] ppdet.engine INFO: Epoch: [81] [2860/3251] learning_rate: 0.015770 loss_vfl: 0.738521 loss_bbox: 0.261607 loss_dfl: 0.181995 loss: 1.174736 eta: 1 day, 11:46:44 batch_cost: 2.2067 data_cost: 0.0009 ips: 12.6884 images/s [11/19 05:02:13] ppdet.engine INFO: Epoch: [81] [2880/3251] learning_rate: 0.015760 loss_vfl: 0.746867 loss_bbox: 0.263264 loss_dfl: 0.179597 loss: 1.174495 eta: 1 day, 11:46:00 batch_cost: 2.1685 data_cost: 0.0009 ips: 12.9122 images/s [11/19 05:03:00] ppdet.engine INFO: Epoch: [81] [2900/3251] learning_rate: 0.015749 loss_vfl: 0.747898 loss_bbox: 0.253103 loss_dfl: 0.178840 loss: 1.183752 eta: 1 day, 11:45:17 batch_cost: 2.2460 data_cost: 0.0010 ips: 12.4665 images/s [11/19 05:03:46] ppdet.engine INFO: Epoch: [81] [2920/3251] learning_rate: 0.015739 loss_vfl: 0.747377 loss_bbox: 0.264557 loss_dfl: 0.174589 loss: 1.190256 eta: 1 day, 11:44:33 batch_cost: 2.2097 data_cost: 0.0017 ips: 12.6714 images/s [11/19 05:04:33] ppdet.engine INFO: Epoch: [81] [2940/3251] learning_rate: 0.015729 loss_vfl: 0.784651 loss_bbox: 0.280123 loss_dfl: 0.196942 loss: 1.251312 eta: 1 day, 11:43:49 batch_cost: 2.1722 data_cost: 0.0010 ips: 12.8902 images/s [11/19 05:05:19] ppdet.engine INFO: Epoch: [81] [2960/3251] learning_rate: 0.015718 loss_vfl: 0.751190 loss_bbox: 0.251217 loss_dfl: 0.174908 loss: 1.173153 eta: 1 day, 11:43:05 batch_cost: 2.1222 data_cost: 0.0010 ips: 13.1938 images/s [11/19 05:06:08] ppdet.engine INFO: Epoch: [81] [2980/3251] learning_rate: 0.015708 loss_vfl: 0.743672 loss_bbox: 0.289349 loss_dfl: 0.190389 loss: 1.233013 eta: 1 day, 11:42:22 batch_cost: 2.3392 data_cost: 0.0011 ips: 11.9701 images/s [11/19 05:06:56] ppdet.engine INFO: Epoch: [81] [3000/3251] learning_rate: 0.015697 loss_vfl: 0.714549 loss_bbox: 0.266211 loss_dfl: 0.188543 loss: 1.181347 eta: 1 day, 11:41:39 batch_cost: 2.2417 data_cost: 0.0011 ips: 12.4905 images/s [11/19 05:07:46] ppdet.engine INFO: Epoch: [81] [3020/3251] learning_rate: 0.015687 loss_vfl: 0.765370 loss_bbox: 0.239184 loss_dfl: 0.167085 loss: 1.200998 eta: 1 day, 11:40:55 batch_cost: 2.3090 data_cost: 0.0010 ips: 12.1265 images/s [11/19 05:08:33] ppdet.engine INFO: Epoch: [81] [3040/3251] learning_rate: 0.015677 loss_vfl: 0.746728 loss_bbox: 0.249267 loss_dfl: 0.176969 loss: 1.201837 eta: 1 day, 11:40:12 batch_cost: 2.2013 data_cost: 0.0009 ips: 12.7195 images/s [11/19 05:09:19] ppdet.engine INFO: Epoch: [81] [3060/3251] learning_rate: 0.015666 loss_vfl: 0.745465 loss_bbox: 0.282283 loss_dfl: 0.186318 loss: 1.220721 eta: 1 day, 11:39:28 batch_cost: 2.0929 data_cost: 0.0009 ips: 13.3783 images/s [11/19 05:10:05] ppdet.engine INFO: Epoch: [81] [3080/3251] learning_rate: 0.015656 loss_vfl: 0.729360 loss_bbox: 0.234736 loss_dfl: 0.164469 loss: 1.134957 eta: 1 day, 11:38:44 batch_cost: 2.1420 data_cost: 0.0013 ips: 13.0721 images/s [11/19 05:10:51] ppdet.engine INFO: Epoch: [81] [3100/3251] learning_rate: 0.015645 loss_vfl: 0.760091 loss_bbox: 0.276016 loss_dfl: 0.191055 loss: 1.203367 eta: 1 day, 11:38:00 batch_cost: 2.1131 data_cost: 0.0010 ips: 13.2505 images/s [11/19 05:11:37] ppdet.engine INFO: Epoch: [81] [3120/3251] learning_rate: 0.015635 loss_vfl: 0.763718 loss_bbox: 0.258696 loss_dfl: 0.186168 loss: 1.217122 eta: 1 day, 11:37:16 batch_cost: 2.1413 data_cost: 0.0010 ips: 13.0760 images/s [11/19 05:12:21] ppdet.engine INFO: Epoch: [81] [3140/3251] learning_rate: 0.015625 loss_vfl: 0.741126 loss_bbox: 0.246297 loss_dfl: 0.163200 loss: 1.143958 eta: 1 day, 11:36:32 batch_cost: 2.0903 data_cost: 0.0010 ips: 13.3954 images/s [11/19 05:13:08] ppdet.engine INFO: Epoch: [81] [3160/3251] learning_rate: 0.015614 loss_vfl: 0.737109 loss_bbox: 0.245433 loss_dfl: 0.175192 loss: 1.159461 eta: 1 day, 11:35:48 batch_cost: 2.2462 data_cost: 0.0010 ips: 12.4657 images/s [11/19 05:13:57] ppdet.engine INFO: Epoch: [81] [3180/3251] learning_rate: 0.015604 loss_vfl: 0.741476 loss_bbox: 0.278800 loss_dfl: 0.193145 loss: 1.257612 eta: 1 day, 11:35:05 batch_cost: 2.2797 data_cost: 0.0009 ips: 12.2822 images/s [11/19 05:14:43] ppdet.engine INFO: Epoch: [81] [3200/3251] learning_rate: 0.015594 loss_vfl: 0.731671 loss_bbox: 0.286422 loss_dfl: 0.189162 loss: 1.229068 eta: 1 day, 11:34:21 batch_cost: 2.1523 data_cost: 0.0010 ips: 13.0092 images/s [11/19 05:15:32] ppdet.engine INFO: Epoch: [81] [3220/3251] learning_rate: 0.015583 loss_vfl: 0.746447 loss_bbox: 0.275430 loss_dfl: 0.186312 loss: 1.201220 eta: 1 day, 11:33:38 batch_cost: 2.3294 data_cost: 0.0010 ips: 12.0205 images/s [11/19 05:16:18] ppdet.engine INFO: Epoch: [81] [3240/3251] learning_rate: 0.015573 loss_vfl: 0.748028 loss_bbox: 0.213857 loss_dfl: 0.153589 loss: 1.101673 eta: 1 day, 11:32:54 batch_cost: 2.1863 data_cost: 0.0026 ips: 12.8067 images/s [11/19 05:16:37] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_lcnet_2_5x_640_mainbody [11/19 05:16:37] ppdet.engine INFO: Eval iter: 0 [11/19 05:17:25] ppdet.engine INFO: Eval iter: 100 [11/19 05:17:51] ppdet.engine INFO: Eval iter: 200 [11/19 05:18:18] ppdet.engine INFO: Eval iter: 300 [11/19 05:18:44] ppdet.engine INFO: Eval iter: 400 [11/19 05:19:11] ppdet.engine INFO: Eval iter: 500 [11/19 05:19:38] ppdet.engine INFO: Eval iter: 600 [11/19 05:20:05] ppdet.engine INFO: Eval iter: 700 [11/19 05:20:32] ppdet.engine INFO: Eval iter: 800 [11/19 05:20:59] ppdet.engine INFO: Eval iter: 900 [11/19 05:21:27] ppdet.engine INFO: Eval iter: 1000 [11/19 05:21:52] ppdet.engine INFO: Eval iter: 1100 [11/19 05:22:17] ppdet.engine INFO: Eval iter: 1200 [11/19 05:22:43] ppdet.engine INFO: Eval iter: 1300 [11/19 05:23:09] ppdet.engine INFO: Eval iter: 1400 [11/19 05:23:35] ppdet.engine INFO: Eval iter: 1500 [11/19 05:24:02] ppdet.engine INFO: Eval iter: 1600 [11/19 05:24:31] ppdet.engine INFO: Eval iter: 1700 [11/19 05:24:59] ppdet.engine INFO: Eval iter: 1800 [11/19 05:25:28] ppdet.engine INFO: Eval iter: 1900 [11/19 05:25:57] ppdet.engine INFO: Eval iter: 2000 [11/19 05:26:26] ppdet.engine INFO: Eval iter: 2100 [11/19 05:26:54] ppdet.engine INFO: Eval iter: 2200 [11/19 05:27:21] ppdet.engine INFO: Eval iter: 2300 [11/19 05:28:19] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json. loading annotations into memory... Done (t=2.25s) creating index... index created! [11/19 05:28:21] ppdet.metrics.coco_utils INFO: Start evaluate... Loading and preparing results... DONE (t=15.47s) creating index... index created! Running per image evaluation... Evaluate annotation type *bbox* DONE (t=367.84s). Accumulating evaluation results... DONE (t=28.52s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.402 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.598 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.428 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.232 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.468 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.518 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.086 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.402 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.611 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 ] = 0.635 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.768 [11/19 05:35:17] ppdet.engine INFO: Total sample number: 19074, averge FPS: 28.5042919643161 [11/19 05:35:17] ppdet.engine INFO: Best test bbox ap is 0.415. [11/19 05:35:19] ppdet.engine INFO: Epoch: [82] [ 0/3251] learning_rate: 0.015567 loss_vfl: 0.754677 loss_bbox: 0.226190 loss_dfl: 0.161679 loss: 1.183012 eta: 1 day, 11:32:27 batch_cost: 1.4597 data_cost: 0.0015 ips: 19.1816 images/s [11/19 05:36:07] ppdet.engine INFO: Epoch: [82] [ 20/3251] learning_rate: 0.015557 loss_vfl: 0.769523 loss_bbox: 0.261811 loss_dfl: 0.184363 loss: 1.222270 eta: 1 day, 11:31:44 batch_cost: 2.3101 data_cost: 0.0019 ips: 12.1207 images/s [11/19 05:36:54] ppdet.engine INFO: Epoch: [82] [ 40/3251] learning_rate: 0.015547 loss_vfl: 0.737267 loss_bbox: 0.257625 loss_dfl: 0.168994 loss: 1.180204 eta: 1 day, 11:31:00 batch_cost: 2.1839 data_cost: 0.0011 ips: 12.8210 images/s [11/19 05:37:42] ppdet.engine INFO: Epoch: [82] [ 60/3251] learning_rate: 0.015536 loss_vfl: 0.734294 loss_bbox: 0.267144 loss_dfl: 0.188713 loss: 1.212991 eta: 1 day, 11:30:16 batch_cost: 2.1576 data_cost: 0.0013 ips: 12.9773 images/s [11/19 05:38:31] ppdet.engine INFO: Epoch: [82] [ 80/3251] learning_rate: 0.015526 loss_vfl: 0.754575 loss_bbox: 0.255711 loss_dfl: 0.172384 loss: 1.181920 eta: 1 day, 11:29:33 batch_cost: 2.2793 data_cost: 0.0009 ips: 12.2842 images/s [11/19 05:39:17] ppdet.engine INFO: Epoch: [82] [ 100/3251] learning_rate: 0.015515 loss_vfl: 0.732169 loss_bbox: 0.248573 loss_dfl: 0.179601 loss: 1.166792 eta: 1 day, 11:28:49 batch_cost: 2.1268 data_cost: 0.0010 ips: 13.1655 images/s [11/19 05:40:05] ppdet.engine INFO: Epoch: [82] [ 120/3251] learning_rate: 0.015505 loss_vfl: 0.749332 loss_bbox: 0.272530 loss_dfl: 0.189567 loss: 1.207326 eta: 1 day, 11:28:05 batch_cost: 2.2035 data_cost: 0.0010 ips: 12.7069 images/s [11/19 05:40:50] ppdet.engine INFO: Epoch: [82] [ 140/3251] learning_rate: 0.015495 loss_vfl: 0.758129 loss_bbox: 0.283395 loss_dfl: 0.192772 loss: 1.219743 eta: 1 day, 11:27:21 batch_cost: 2.1225 data_cost: 0.0010 ips: 13.1917 images/s [11/19 05:41:39] ppdet.engine INFO: Epoch: [82] [ 160/3251] learning_rate: 0.015484 loss_vfl: 0.743147 loss_bbox: 0.236163 loss_dfl: 0.162740 loss: 1.168160 eta: 1 day, 11:26:38 batch_cost: 2.3289 data_cost: 0.0010 ips: 12.0227 images/s [11/19 05:42:24] ppdet.engine INFO: Epoch: [82] [ 180/3251] learning_rate: 0.015474 loss_vfl: 0.757842 loss_bbox: 0.258415 loss_dfl: 0.180867 loss: 1.238738 eta: 1 day, 11:25:54 batch_cost: 2.1795 data_cost: 0.0012 ips: 12.8471 images/s [11/19 05:43:11] ppdet.engine INFO: Epoch: [82] [ 200/3251] learning_rate: 0.015464 loss_vfl: 0.713741 loss_bbox: 0.291761 loss_dfl: 0.192245 loss: 1.180363 eta: 1 day, 11:25:11 batch_cost: 2.2397 data_cost: 0.0010 ips: 12.5015 images/s [11/19 05:43:58] ppdet.engine INFO: Epoch: [82] [ 220/3251] learning_rate: 0.015453 loss_vfl: 0.725819 loss_bbox: 0.250029 loss_dfl: 0.176065 loss: 1.166119 eta: 1 day, 11:24:27 batch_cost: 2.1901 data_cost: 0.0009 ips: 12.7848 images/s [11/19 05:44:45] ppdet.engine INFO: Epoch: [82] [ 240/3251] learning_rate: 0.015443 loss_vfl: 0.732372 loss_bbox: 0.238077 loss_dfl: 0.173892 loss: 1.137129 eta: 1 day, 11:23:44 batch_cost: 2.2076 data_cost: 0.0013 ips: 12.6832 images/s [11/19 05:45:31] ppdet.engine INFO: Epoch: [82] [ 260/3251] learning_rate: 0.015433 loss_vfl: 0.727976 loss_bbox: 0.283937 loss_dfl: 0.196779 loss: 1.181585 eta: 1 day, 11:23:00 batch_cost: 2.1956 data_cost: 0.0010 ips: 12.7529 images/s [11/19 05:46:21] ppdet.engine INFO: Epoch: [82] [ 280/3251] learning_rate: 0.015423 loss_vfl: 0.734992 loss_bbox: 0.295180 loss_dfl: 0.199323 loss: 1.209926 eta: 1 day, 11:22:16 batch_cost: 2.2425 data_cost: 0.0010 ips: 12.4862 images/s [11/19 05:47:07] ppdet.engine INFO: Epoch: [82] [ 300/3251] learning_rate: 0.015412 loss_vfl: 0.729369 loss_bbox: 0.264081 loss_dfl: 0.178182 loss: 1.178535 eta: 1 day, 11:21:33 batch_cost: 2.1646 data_cost: 0.0010 ips: 12.9356 images/s [11/19 05:47:54] ppdet.engine INFO: Epoch: [82] [ 320/3251] learning_rate: 0.015402 loss_vfl: 0.731489 loss_bbox: 0.273818 loss_dfl: 0.188938 loss: 1.191424 eta: 1 day, 11:20:49 batch_cost: 2.2193 data_cost: 0.0011 ips: 12.6165 images/s [11/19 05:48:43] ppdet.engine INFO: Epoch: [82] [ 340/3251] learning_rate: 0.015392 loss_vfl: 0.719596 loss_bbox: 0.227842 loss_dfl: 0.173728 loss: 1.094901 eta: 1 day, 11:20:06 batch_cost: 2.3182 data_cost: 0.0010 ips: 12.0781 images/s [11/19 05:49:28] ppdet.engine INFO: Epoch: [82] [ 360/3251] learning_rate: 0.015381 loss_vfl: 0.735413 loss_bbox: 0.237098 loss_dfl: 0.167653 loss: 1.156365 eta: 1 day, 11:19:22 batch_cost: 2.1743 data_cost: 0.0010 ips: 12.8779 images/s [11/19 05:50:17] ppdet.engine INFO: Epoch: [82] [ 380/3251] learning_rate: 0.015371 loss_vfl: 0.741583 loss_bbox: 0.272764 loss_dfl: 0.180717 loss: 1.205305 eta: 1 day, 11:18:39 batch_cost: 2.2428 data_cost: 0.0010 ips: 12.4844 images/s [11/19 05:51:04] ppdet.engine INFO: Epoch: [82] [ 400/3251] learning_rate: 0.015361 loss_vfl: 0.755890 loss_bbox: 0.240455 loss_dfl: 0.171935 loss: 1.183349 eta: 1 day, 11:17:55 batch_cost: 2.2210 data_cost: 0.0012 ips: 12.6068 images/s [11/19 05:51:51] ppdet.engine INFO: Epoch: [82] [ 420/3251] learning_rate: 0.015350 loss_vfl: 0.746535 loss_bbox: 0.259620 loss_dfl: 0.173045 loss: 1.147341 eta: 1 day, 11:17:11 batch_cost: 2.1455 data_cost: 0.0011 ips: 13.0505 images/s [11/19 05:52:38] ppdet.engine INFO: Epoch: [82] [ 440/3251] learning_rate: 0.015340 loss_vfl: 0.722888 loss_bbox: 0.241926 loss_dfl: 0.174668 loss: 1.191737 eta: 1 day, 11:16:28 batch_cost: 2.2583 data_cost: 0.0011 ips: 12.3988 images/s [11/19 05:53:27] ppdet.engine INFO: Epoch: [82] [ 460/3251] learning_rate: 0.015330 loss_vfl: 0.732135 loss_bbox: 0.265217 loss_dfl: 0.188378 loss: 1.182555 eta: 1 day, 11:15:44 batch_cost: 2.3135 data_cost: 0.0010 ips: 12.1031 images/s [11/19 05:54:12] ppdet.engine INFO: Epoch: [82] [ 480/3251] learning_rate: 0.015320 loss_vfl: 0.729532 loss_bbox: 0.293763 loss_dfl: 0.191398 loss: 1.227749 eta: 1 day, 11:15:00 batch_cost: 2.0903 data_cost: 0.0009 ips: 13.3955 images/s [11/19 05:54:58] ppdet.engine INFO: Epoch: [82] [ 500/3251] learning_rate: 0.015309 loss_vfl: 0.756891 loss_bbox: 0.273765 loss_dfl: 0.197281 loss: 1.183832 eta: 1 day, 11:14:17 batch_cost: 2.2048 data_cost: 0.0009 ips: 12.6998 images/s [11/19 05:55:46] ppdet.engine INFO: Epoch: [82] [ 520/3251] learning_rate: 0.015299 loss_vfl: 0.756972 loss_bbox: 0.255807 loss_dfl: 0.168965 loss: 1.225083 eta: 1 day, 11:13:33 batch_cost: 2.3114 data_cost: 0.0010 ips: 12.1140 images/s [11/19 05:56:32] ppdet.engine INFO: Epoch: [82] [ 540/3251] learning_rate: 0.015289 loss_vfl: 0.735401 loss_bbox: 0.261464 loss_dfl: 0.189966 loss: 1.186478 eta: 1 day, 11:12:50 batch_cost: 2.1385 data_cost: 0.0011 ips: 13.0930 images/s [11/19 05:57:19] ppdet.engine INFO: Epoch: [82] [ 560/3251] learning_rate: 0.015278 loss_vfl: 0.744636 loss_bbox: 0.231734 loss_dfl: 0.168725 loss: 1.118307 eta: 1 day, 11:12:06 batch_cost: 2.1690 data_cost: 0.0009 ips: 12.9092 images/s [11/19 05:58:06] ppdet.engine INFO: Epoch: [82] [ 580/3251] learning_rate: 0.015268 loss_vfl: 0.726404 loss_bbox: 0.252985 loss_dfl: 0.171791 loss: 1.156083 eta: 1 day, 11:11:22 batch_cost: 2.2424 data_cost: 0.0014 ips: 12.4867 images/s [11/19 05:58:52] ppdet.engine INFO: Epoch: [82] [ 600/3251] learning_rate: 0.015258 loss_vfl: 0.720153 loss_bbox: 0.229611 loss_dfl: 0.162219 loss: 1.149886 eta: 1 day, 11:10:38 batch_cost: 2.1473 data_cost: 0.0010 ips: 13.0398 images/s [11/19 05:59:40] ppdet.engine INFO: Epoch: [82] [ 620/3251] learning_rate: 0.015248 loss_vfl: 0.742754 loss_bbox: 0.263279 loss_dfl: 0.175783 loss: 1.191824 eta: 1 day, 11:09:55 batch_cost: 2.2939 data_cost: 0.0010 ips: 12.2062 images/s [11/19 06:00:26] ppdet.engine INFO: Epoch: [82] [ 640/3251] learning_rate: 0.015237 loss_vfl: 0.730330 loss_bbox: 0.272081 loss_dfl: 0.194180 loss: 1.212399 eta: 1 day, 11:09:11 batch_cost: 2.2194 data_cost: 0.0016 ips: 12.6160 images/s [11/19 06:01:15] ppdet.engine INFO: Epoch: [82] [ 660/3251] learning_rate: 0.015227 loss_vfl: 0.734901 loss_bbox: 0.267300 loss_dfl: 0.176109 loss: 1.195630 eta: 1 day, 11:08:29 batch_cost: 2.3767 data_cost: 0.0010 ips: 11.7812 images/s [11/19 06:02:03] ppdet.engine INFO: Epoch: [82] [ 680/3251] learning_rate: 0.015217 loss_vfl: 0.722020 loss_bbox: 0.263724 loss_dfl: 0.176717 loss: 1.172303 eta: 1 day, 11:07:45 batch_cost: 2.1713 data_cost: 0.0015 ips: 12.8953 images/s [11/19 06:02:51] ppdet.engine INFO: Epoch: [82] [ 700/3251] learning_rate: 0.015207 loss_vfl: 0.752645 loss_bbox: 0.238791 loss_dfl: 0.161400 loss: 1.169856 eta: 1 day, 11:07:02 batch_cost: 2.3157 data_cost: 0.0010 ips: 12.0913 images/s [11/19 06:03:37] ppdet.engine INFO: Epoch: [82] [ 720/3251] learning_rate: 0.015196 loss_vfl: 0.758929 loss_bbox: 0.278946 loss_dfl: 0.190321 loss: 1.230085 eta: 1 day, 11:06:18 batch_cost: 2.1879 data_cost: 0.0010 ips: 12.7976 images/s [11/19 06:04:25] ppdet.engine INFO: Epoch: [82] [ 740/3251] learning_rate: 0.015186 loss_vfl: 0.744061 loss_bbox: 0.293900 loss_dfl: 0.199798 loss: 1.214067 eta: 1 day, 11:05:35 batch_cost: 2.2729 data_cost: 0.0010 ips: 12.3192 images/s [11/19 06:05:13] ppdet.engine INFO: Epoch: [82] [ 760/3251] learning_rate: 0.015176 loss_vfl: 0.735255 loss_bbox: 0.250067 loss_dfl: 0.176912 loss: 1.181742 eta: 1 day, 11:04:51 batch_cost: 2.2740 data_cost: 0.0010 ips: 12.3130 images/s [11/19 06:05:59] ppdet.engine INFO: Epoch: [82] [ 780/3251] learning_rate: 0.015166 loss_vfl: 0.734502 loss_bbox: 0.242816 loss_dfl: 0.173370 loss: 1.186274 eta: 1 day, 11:04:07 batch_cost: 2.1880 data_cost: 0.0009 ips: 12.7973 images/s [11/19 06:06:46] ppdet.engine INFO: Epoch: [82] [ 800/3251] learning_rate: 0.015155 loss_vfl: 0.732167 loss_bbox: 0.266210 loss_dfl: 0.187105 loss: 1.185025 eta: 1 day, 11:03:24 batch_cost: 2.2379 data_cost: 0.0009 ips: 12.5119 images/s [11/19 06:07:32] ppdet.engine INFO: Epoch: [82] [ 820/3251] learning_rate: 0.015145 loss_vfl: 0.738194 loss_bbox: 0.224747 loss_dfl: 0.167114 loss: 1.129462 eta: 1 day, 11:02:40 batch_cost: 2.1476 data_cost: 0.0010 ips: 13.0378 images/s [11/19 06:08:20] ppdet.engine INFO: Epoch: [82] [ 840/3251] learning_rate: 0.015135 loss_vfl: 0.731544 loss_bbox: 0.259244 loss_dfl: 0.175541 loss: 1.192859 eta: 1 day, 11:01:57 batch_cost: 2.2788 data_cost: 0.0010 ips: 12.2872 images/s [11/19 06:09:06] ppdet.engine INFO: Epoch: [82] [ 860/3251] learning_rate: 0.015125 loss_vfl: 0.708523 loss_bbox: 0.236928 loss_dfl: 0.167711 loss: 1.156978 eta: 1 day, 11:01:13 batch_cost: 2.1848 data_cost: 0.0011 ips: 12.8158 images/s [11/19 06:09:54] ppdet.engine INFO: Epoch: [82] [ 880/3251] learning_rate: 0.015115 loss_vfl: 0.747604 loss_bbox: 0.257296 loss_dfl: 0.190535 loss: 1.207184 eta: 1 day, 11:00:29 batch_cost: 2.2449 data_cost: 0.0009 ips: 12.4726 images/s [11/19 06:10:40] ppdet.engine INFO: Epoch: [82] [ 900/3251] learning_rate: 0.015104 loss_vfl: 0.751556 loss_bbox: 0.280206 loss_dfl: 0.190295 loss: 1.230215 eta: 1 day, 10:59:45 batch_cost: 2.0973 data_cost: 0.0012 ips: 13.3508 images/s [11/19 06:11:27] ppdet.engine INFO: Epoch: [82] [ 920/3251] learning_rate: 0.015094 loss_vfl: 0.746447 loss_bbox: 0.269646 loss_dfl: 0.184375 loss: 1.215725 eta: 1 day, 10:59:02 batch_cost: 2.2190 data_cost: 0.0015 ips: 12.6183 images/s [11/19 06:12:15] ppdet.engine INFO: Epoch: [82] [ 940/3251] learning_rate: 0.015084 loss_vfl: 0.719399 loss_bbox: 0.264150 loss_dfl: 0.180984 loss: 1.194479 eta: 1 day, 10:58:18 batch_cost: 2.1869 data_cost: 0.0014 ips: 12.8033 images/s [11/19 06:13:02] ppdet.engine INFO: Epoch: [82] [ 960/3251] learning_rate: 0.015074 loss_vfl: 0.722023 loss_bbox: 0.268014 loss_dfl: 0.192067 loss: 1.147317 eta: 1 day, 10:57:34 batch_cost: 2.2240 data_cost: 0.0009 ips: 12.5898 images/s [11/19 06:13:50] ppdet.engine INFO: Epoch: [82] [ 980/3251] learning_rate: 0.015064 loss_vfl: 0.747711 loss_bbox: 0.274048 loss_dfl: 0.190728 loss: 1.208956 eta: 1 day, 10:56:51 batch_cost: 2.3041 data_cost: 0.0010 ips: 12.1522 images/s [11/19 06:14:38] ppdet.engine INFO: Epoch: [82] [1000/3251] learning_rate: 0.015053 loss_vfl: 0.739938 loss_bbox: 0.282906 loss_dfl: 0.183986 loss: 1.212426 eta: 1 day, 10:56:08 batch_cost: 2.1993 data_cost: 0.0010 ips: 12.7311 images/s [11/19 06:15:25] ppdet.engine INFO: Epoch: [82] [1020/3251] learning_rate: 0.015043 loss_vfl: 0.739217 loss_bbox: 0.259347 loss_dfl: 0.178822 loss: 1.188326 eta: 1 day, 10:55:24 batch_cost: 2.2416 data_cost: 0.0010 ips: 12.4910 images/s [11/19 06:16:13] ppdet.engine INFO: Epoch: [82] [1040/3251] learning_rate: 0.015033 loss_vfl: 0.728955 loss_bbox: 0.238415 loss_dfl: 0.181653 loss: 1.161115 eta: 1 day, 10:54:41 batch_cost: 2.2981 data_cost: 0.0011 ips: 12.1838 images/s [11/19 06:17:00] ppdet.engine INFO: Epoch: [82] [1060/3251] learning_rate: 0.015023 loss_vfl: 0.744896 loss_bbox: 0.234716 loss_dfl: 0.164877 loss: 1.138619 eta: 1 day, 10:53:57 batch_cost: 2.2470 data_cost: 0.0011 ips: 12.4613 images/s [11/19 06:17:48] ppdet.engine INFO: Epoch: [82] [1080/3251] learning_rate: 0.015013 loss_vfl: 0.760766 loss_bbox: 0.240619 loss_dfl: 0.172618 loss: 1.175771 eta: 1 day, 10:53:14 batch_cost: 2.2418 data_cost: 0.0009 ips: 12.4897 images/s [11/19 06:18:35] ppdet.engine INFO: Epoch: [82] [1100/3251] learning_rate: 0.015002 loss_vfl: 0.760846 loss_bbox: 0.253428 loss_dfl: 0.177392 loss: 1.200139 eta: 1 day, 10:52:30 batch_cost: 2.2434 data_cost: 0.0010 ips: 12.4808 images/s [11/19 06:19:23] ppdet.engine INFO: Epoch: [82] [1120/3251] learning_rate: 0.014992 loss_vfl: 0.773777 loss_bbox: 0.269083 loss_dfl: 0.186292 loss: 1.197128 eta: 1 day, 10:51:47 batch_cost: 2.2660 data_cost: 0.0010 ips: 12.3566 images/s [11/19 06:20:11] ppdet.engine INFO: Epoch: [82] [1140/3251] learning_rate: 0.014982 loss_vfl: 0.762026 loss_bbox: 0.234338 loss_dfl: 0.161948 loss: 1.141321 eta: 1 day, 10:51:04 batch_cost: 2.2641 data_cost: 0.0010 ips: 12.3668 images/s [11/19 06:21:00] ppdet.engine INFO: Epoch: [82] [1160/3251] learning_rate: 0.014972 loss_vfl: 0.782163 loss_bbox: 0.275256 loss_dfl: 0.187067 loss: 1.236759 eta: 1 day, 10:50:20 batch_cost: 2.3162 data_cost: 0.0009 ips: 12.0885 images/s [11/19 06:21:47] ppdet.engine INFO: Epoch: [82] [1180/3251] learning_rate: 0.014962 loss_vfl: 0.749078 loss_bbox: 0.230791 loss_dfl: 0.162603 loss: 1.128122 eta: 1 day, 10:49:37 batch_cost: 2.2492 data_cost: 0.0010 ips: 12.4491 images/s [11/19 06:22:33] ppdet.engine INFO: Epoch: [82] [1200/3251] learning_rate: 0.014952 loss_vfl: 0.746504 loss_bbox: 0.238988 loss_dfl: 0.167729 loss: 1.178161 eta: 1 day, 10:48:53 batch_cost: 2.2330 data_cost: 0.0010 ips: 12.5393 images/s [11/19 06:23:21] ppdet.engine INFO: Epoch: [82] [1220/3251] learning_rate: 0.014941 loss_vfl: 0.782181 loss_bbox: 0.246781 loss_dfl: 0.172974 loss: 1.196532 eta: 1 day, 10:48:10 batch_cost: 2.2571 data_cost: 0.0011 ips: 12.4051 images/s [11/19 06:24:10] ppdet.engine INFO: Epoch: [82] [1240/3251] learning_rate: 0.014931 loss_vfl: 0.746044 loss_bbox: 0.253537 loss_dfl: 0.176807 loss: 1.158508 eta: 1 day, 10:47:27 batch_cost: 2.3219 data_cost: 0.0009 ips: 12.0593 images/s [11/19 06:24:57] ppdet.engine INFO: Epoch: [82] [1260/3251] learning_rate: 0.014921 loss_vfl: 0.760923 loss_bbox: 0.258491 loss_dfl: 0.175468 loss: 1.190888 eta: 1 day, 10:46:43 batch_cost: 2.2519 data_cost: 0.0009 ips: 12.4337 images/s [11/19 06:25:45] ppdet.engine INFO: Epoch: [82] [1280/3251] learning_rate: 0.014911 loss_vfl: 0.753458 loss_bbox: 0.230758 loss_dfl: 0.156235 loss: 1.154049 eta: 1 day, 10:46:00 batch_cost: 2.2553 data_cost: 0.0010 ips: 12.4153 images/s [11/19 06:26:33] ppdet.engine INFO: Epoch: [82] [1300/3251] learning_rate: 0.014901 loss_vfl: 0.728280 loss_bbox: 0.242052 loss_dfl: 0.161885 loss: 1.108751 eta: 1 day, 10:45:17 batch_cost: 2.3107 data_cost: 0.0010 ips: 12.1175 images/s [11/19 06:27:21] ppdet.engine INFO: Epoch: [82] [1320/3251] learning_rate: 0.014891 loss_vfl: 0.749130 loss_bbox: 0.253244 loss_dfl: 0.172150 loss: 1.174852 eta: 1 day, 10:44:33 batch_cost: 2.1736 data_cost: 0.0011 ips: 12.8819 images/s [11/19 06:28:08] ppdet.engine INFO: Epoch: [82] [1340/3251] learning_rate: 0.014880 loss_vfl: 0.731288 loss_bbox: 0.282159 loss_dfl: 0.195959 loss: 1.213316 eta: 1 day, 10:43:49 batch_cost: 2.1428 data_cost: 0.0010 ips: 13.0669 images/s [11/19 06:28:56] ppdet.engine INFO: Epoch: [82] [1360/3251] learning_rate: 0.014870 loss_vfl: 0.755669 loss_bbox: 0.274210 loss_dfl: 0.190324 loss: 1.186391 eta: 1 day, 10:43:06 batch_cost: 2.2763 data_cost: 0.0023 ips: 12.3004 images/s [11/19 06:29:43] ppdet.engine INFO: Epoch: [82] [1380/3251] learning_rate: 0.014860 loss_vfl: 0.742977 loss_bbox: 0.267866 loss_dfl: 0.188142 loss: 1.212749 eta: 1 day, 10:42:22 batch_cost: 2.1941 data_cost: 0.0009 ips: 12.7613 images/s [11/19 06:30:31] ppdet.engine INFO: Epoch: [82] [1400/3251] learning_rate: 0.014850 loss_vfl: 0.732071 loss_bbox: 0.266480 loss_dfl: 0.177424 loss: 1.175823 eta: 1 day, 10:41:39 batch_cost: 2.3047 data_cost: 0.0009 ips: 12.1492 images/s [11/19 06:31:17] ppdet.engine INFO: Epoch: [82] [1420/3251] learning_rate: 0.014840 loss_vfl: 0.732149 loss_bbox: 0.244430 loss_dfl: 0.171063 loss: 1.186559 eta: 1 day, 10:40:55 batch_cost: 2.1998 data_cost: 0.0017 ips: 12.7285 images/s [11/19 06:32:04] ppdet.engine INFO: Epoch: [82] [1440/3251] learning_rate: 0.014830 loss_vfl: 0.755655 loss_bbox: 0.256858 loss_dfl: 0.186267 loss: 1.211248 eta: 1 day, 10:40:11 batch_cost: 2.2217 data_cost: 0.0011 ips: 12.6032 images/s [11/19 06:32:51] ppdet.engine INFO: Epoch: [82] [1460/3251] learning_rate: 0.014820 loss_vfl: 0.744845 loss_bbox: 0.231546 loss_dfl: 0.171413 loss: 1.139947 eta: 1 day, 10:39:28 batch_cost: 2.2310 data_cost: 0.0011 ips: 12.5506 images/s [11/19 06:33:38] ppdet.engine INFO: Epoch: [82] [1480/3251] learning_rate: 0.014810 loss_vfl: 0.742203 loss_bbox: 0.252993 loss_dfl: 0.174329 loss: 1.197316 eta: 1 day, 10:38:44 batch_cost: 2.2202 data_cost: 0.0010 ips: 12.6116 images/s [11/19 06:34:26] ppdet.engine INFO: Epoch: [82] [1500/3251] learning_rate: 0.014799 loss_vfl: 0.738661 loss_bbox: 0.240044 loss_dfl: 0.165882 loss: 1.165334 eta: 1 day, 10:38:01 batch_cost: 2.2694 data_cost: 0.0010 ips: 12.3379 images/s [11/19 06:35:14] ppdet.engine INFO: Epoch: [82] [1520/3251] learning_rate: 0.014789 loss_vfl: 0.724593 loss_bbox: 0.271868 loss_dfl: 0.180949 loss: 1.167162 eta: 1 day, 10:37:18 batch_cost: 2.2744 data_cost: 0.0010 ips: 12.3108 images/s [11/19 06:36:00] ppdet.engine INFO: Epoch: [82] [1540/3251] learning_rate: 0.014779 loss_vfl: 0.722906 loss_bbox: 0.242649 loss_dfl: 0.175281 loss: 1.130545 eta: 1 day, 10:36:34 batch_cost: 2.1748 data_cost: 0.0014 ips: 12.8749 images/s [11/19 06:36:48] ppdet.engine INFO: Epoch: [82] [1560/3251] learning_rate: 0.014769 loss_vfl: 0.757489 loss_bbox: 0.243180 loss_dfl: 0.169989 loss: 1.189239 eta: 1 day, 10:35:50 batch_cost: 2.2225 data_cost: 0.0010 ips: 12.5986 images/s [11/19 06:37:34] ppdet.engine INFO: Epoch: [82] [1580/3251] learning_rate: 0.014759 loss_vfl: 0.770657 loss_bbox: 0.287652 loss_dfl: 0.195701 loss: 1.236638 eta: 1 day, 10:35:06 batch_cost: 2.1856 data_cost: 0.0009 ips: 12.8111 images/s [11/19 06:38:21] ppdet.engine INFO: Epoch: [82] [1600/3251] learning_rate: 0.014749 loss_vfl: 0.744665 loss_bbox: 0.247862 loss_dfl: 0.179515 loss: 1.162849 eta: 1 day, 10:34:23 batch_cost: 2.2050 data_cost: 0.0009 ips: 12.6982 images/s [11/19 06:39:09] ppdet.engine INFO: Epoch: [82] [1620/3251] learning_rate: 0.014739 loss_vfl: 0.747824 loss_bbox: 0.266203 loss_dfl: 0.175089 loss: 1.206074 eta: 1 day, 10:33:39 batch_cost: 2.1571 data_cost: 0.0012 ips: 12.9805 images/s [11/19 06:39:57] ppdet.engine INFO: Epoch: [82] [1640/3251] learning_rate: 0.014729 loss_vfl: 0.717948 loss_bbox: 0.251351 loss_dfl: 0.173236 loss: 1.138863 eta: 1 day, 10:32:56 batch_cost: 2.3083 data_cost: 0.0010 ips: 12.1301 images/s [11/19 06:40:44] ppdet.engine INFO: Epoch: [82] [1660/3251] learning_rate: 0.014719 loss_vfl: 0.736907 loss_bbox: 0.253044 loss_dfl: 0.171672 loss: 1.162363 eta: 1 day, 10:32:12 batch_cost: 2.2195 data_cost: 0.0009 ips: 12.6153 images/s [11/19 06:41:31] ppdet.engine INFO: Epoch: [82] [1680/3251] learning_rate: 0.014708 loss_vfl: 0.742716 loss_bbox: 0.249187 loss_dfl: 0.168668 loss: 1.168021 eta: 1 day, 10:31:28 batch_cost: 2.1736 data_cost: 0.0039 ips: 12.8818 images/s [11/19 06:42:18] ppdet.engine INFO: Epoch: [82] [1700/3251] learning_rate: 0.014698 loss_vfl: 0.769248 loss_bbox: 0.242739 loss_dfl: 0.173958 loss: 1.209412 eta: 1 day, 10:30:44 batch_cost: 2.1379 data_cost: 0.0012 ips: 13.0967 images/s [11/19 06:43:04] ppdet.engine INFO: Epoch: [82] [1720/3251] learning_rate: 0.014688 loss_vfl: 0.742724 loss_bbox: 0.239850 loss_dfl: 0.181488 loss: 1.165986 eta: 1 day, 10:30:01 batch_cost: 2.2298 data_cost: 0.0009 ips: 12.5574 images/s [11/19 06:43:52] ppdet.engine INFO: Epoch: [82] [1740/3251] learning_rate: 0.014678 loss_vfl: 0.728236 loss_bbox: 0.274091 loss_dfl: 0.182497 loss: 1.194850 eta: 1 day, 10:29:18 batch_cost: 2.2767 data_cost: 0.0011 ips: 12.2987 images/s [11/19 06:44:39] ppdet.engine INFO: Epoch: [82] [1760/3251] learning_rate: 0.014668 loss_vfl: 0.741053 loss_bbox: 0.253276 loss_dfl: 0.180133 loss: 1.183711 eta: 1 day, 10:28:34 batch_cost: 2.1938 data_cost: 0.0009 ips: 12.7633 images/s [11/19 06:45:26] ppdet.engine INFO: Epoch: [82] [1780/3251] learning_rate: 0.014658 loss_vfl: 0.764076 loss_bbox: 0.275922 loss_dfl: 0.180337 loss: 1.219780 eta: 1 day, 10:27:50 batch_cost: 2.2601 data_cost: 0.0010 ips: 12.3886 images/s [11/19 06:46:13] ppdet.engine INFO: Epoch: [82] [1800/3251] learning_rate: 0.014648 loss_vfl: 0.755180 loss_bbox: 0.247133 loss_dfl: 0.170607 loss: 1.191829 eta: 1 day, 10:27:07 batch_cost: 2.1899 data_cost: 0.0011 ips: 12.7857 images/s [11/19 06:46:59] ppdet.engine INFO: Epoch: [82] [1820/3251] learning_rate: 0.014638 loss_vfl: 0.736442 loss_bbox: 0.227791 loss_dfl: 0.168588 loss: 1.133520 eta: 1 day, 10:26:23 batch_cost: 2.1912 data_cost: 0.0010 ips: 12.7784 images/s [11/19 06:47:46] ppdet.engine INFO: Epoch: [82] [1840/3251] learning_rate: 0.014628 loss_vfl: 0.705198 loss_bbox: 0.234145 loss_dfl: 0.159109 loss: 1.129916 eta: 1 day, 10:25:39 batch_cost: 2.1882 data_cost: 0.0013 ips: 12.7958 images/s [11/19 06:48:32] ppdet.engine INFO: Epoch: [82] [1860/3251] learning_rate: 0.014618 loss_vfl: 0.774772 loss_bbox: 0.265238 loss_dfl: 0.180156 loss: 1.230816 eta: 1 day, 10:24:56 batch_cost: 2.1931 data_cost: 0.0010 ips: 12.7673 images/s [11/19 06:49:17] ppdet.engine INFO: Epoch: [82] [1880/3251] learning_rate: 0.014608 loss_vfl: 0.727879 loss_bbox: 0.244885 loss_dfl: 0.171755 loss: 1.151182 eta: 1 day, 10:24:12 batch_cost: 2.1466 data_cost: 0.0012 ips: 13.0436 images/s [11/19 06:50:05] ppdet.engine INFO: Epoch: [82] [1900/3251] learning_rate: 0.014598 loss_vfl: 0.733194 loss_bbox: 0.242456 loss_dfl: 0.167634 loss: 1.152210 eta: 1 day, 10:23:28 batch_cost: 2.3075 data_cost: 0.0016 ips: 12.1346 images/s [11/19 06:50:52] ppdet.engine INFO: Epoch: [82] [1920/3251] learning_rate: 0.014588 loss_vfl: 0.721205 loss_bbox: 0.288849 loss_dfl: 0.188126 loss: 1.213524 eta: 1 day, 10:22:45 batch_cost: 2.2326 data_cost: 0.0012 ips: 12.5417 images/s [11/19 06:51:40] ppdet.engine INFO: Epoch: [82] [1940/3251] learning_rate: 0.014578 loss_vfl: 0.734158 loss_bbox: 0.281590 loss_dfl: 0.197860 loss: 1.179401 eta: 1 day, 10:22:01 batch_cost: 2.2444 data_cost: 0.0010 ips: 12.4755 images/s [11/19 06:52:27] ppdet.engine INFO: Epoch: [82] [1960/3251] learning_rate: 0.014568 loss_vfl: 0.745650 loss_bbox: 0.245406 loss_dfl: 0.171718 loss: 1.161755 eta: 1 day, 10:21:17 batch_cost: 2.1612 data_cost: 0.0016 ips: 12.9558 images/s [11/19 06:53:15] ppdet.engine INFO: Epoch: [82] [1980/3251] learning_rate: 0.014557 loss_vfl: 0.729083 loss_bbox: 0.237001 loss_dfl: 0.168721 loss: 1.133373 eta: 1 day, 10:20:34 batch_cost: 2.1736 data_cost: 0.0015 ips: 12.8816 images/s [11/19 06:54:00] ppdet.engine INFO: Epoch: [82] [2000/3251] learning_rate: 0.014547 loss_vfl: 0.736875 loss_bbox: 0.276063 loss_dfl: 0.187874 loss: 1.201518 eta: 1 day, 10:19:49 batch_cost: 2.0609 data_cost: 0.0010 ips: 13.5865 images/s [11/19 06:54:48] ppdet.engine INFO: Epoch: [82] [2020/3251] learning_rate: 0.014537 loss_vfl: 0.745790 loss_bbox: 0.208992 loss_dfl: 0.149075 loss: 1.120381 eta: 1 day, 10:19:06 batch_cost: 2.2057 data_cost: 0.0012 ips: 12.6941 images/s [11/19 06:55:39] ppdet.engine INFO: Epoch: [82] [2040/3251] learning_rate: 0.014527 loss_vfl: 0.772660 loss_bbox: 0.273495 loss_dfl: 0.184685 loss: 1.192976 eta: 1 day, 10:18:23 batch_cost: 2.3631 data_cost: 0.0010 ips: 11.8490 images/s [11/19 06:56:25] ppdet.engine INFO: Epoch: [82] [2060/3251] learning_rate: 0.014517 loss_vfl: 0.765870 loss_bbox: 0.255923 loss_dfl: 0.173201 loss: 1.214335 eta: 1 day, 10:17:39 batch_cost: 2.1907 data_cost: 0.0012 ips: 12.7812 images/s [11/19 06:57:12] ppdet.engine INFO: Epoch: [82] [2080/3251] learning_rate: 0.014507 loss_vfl: 0.719144 loss_bbox: 0.246378 loss_dfl: 0.174198 loss: 1.162274 eta: 1 day, 10:16:55 batch_cost: 2.2056 data_cost: 0.0010 ips: 12.6948 images/s [11/19 06:58:00] ppdet.engine INFO: Epoch: [82] [2100/3251] learning_rate: 0.014497 loss_vfl: 0.740662 loss_bbox: 0.272724 loss_dfl: 0.188938 loss: 1.212984 eta: 1 day, 10:16:12 batch_cost: 2.2610 data_cost: 0.0010 ips: 12.3836 images/s [11/19 06:58:48] ppdet.engine INFO: Epoch: [82] [2120/3251] learning_rate: 0.014487 loss_vfl: 0.738870 loss_bbox: 0.255793 loss_dfl: 0.191518 loss: 1.181922 eta: 1 day, 10:15:29 batch_cost: 2.2652 data_cost: 0.0011 ips: 12.3610 images/s [11/19 06:59:35] ppdet.engine INFO: Epoch: [82] [2140/3251] learning_rate: 0.014477 loss_vfl: 0.725419 loss_bbox: 0.235788 loss_dfl: 0.169146 loss: 1.147149 eta: 1 day, 10:14:45 batch_cost: 2.2492 data_cost: 0.0011 ips: 12.4489 images/s [11/19 07:00:22] ppdet.engine INFO: Epoch: [82] [2160/3251] learning_rate: 0.014467 loss_vfl: 0.736233 loss_bbox: 0.226894 loss_dfl: 0.166829 loss: 1.132068 eta: 1 day, 10:14:02 batch_cost: 2.2393 data_cost: 0.0010 ips: 12.5038 images/s [11/19 07:01:11] ppdet.engine INFO: Epoch: [82] [2180/3251] learning_rate: 0.014457 loss_vfl: 0.752168 loss_bbox: 0.252630 loss_dfl: 0.174506 loss: 1.160397 eta: 1 day, 10:13:19 batch_cost: 2.3444 data_cost: 0.0009 ips: 11.9433 images/s [11/19 07:02:00] ppdet.engine INFO: Epoch: [82] [2200/3251] learning_rate: 0.014447 loss_vfl: 0.723269 loss_bbox: 0.227683 loss_dfl: 0.163626 loss: 1.130925 eta: 1 day, 10:12:35 batch_cost: 2.2738 data_cost: 0.0014 ips: 12.3140 images/s [11/19 07:02:45] ppdet.engine INFO: Epoch: [82] [2220/3251] learning_rate: 0.014437 loss_vfl: 0.745995 loss_bbox: 0.261462 loss_dfl: 0.184686 loss: 1.185502 eta: 1 day, 10:11:51 batch_cost: 2.1172 data_cost: 0.0012 ips: 13.2248 images/s [11/19 07:03:32] ppdet.engine INFO: Epoch: [82] [2240/3251] learning_rate: 0.014427 loss_vfl: 0.751847 loss_bbox: 0.264892 loss_dfl: 0.180085 loss: 1.226295 eta: 1 day, 10:11:08 batch_cost: 2.2173 data_cost: 0.0009 ips: 12.6280 images/s [11/19 07:04:19] ppdet.engine INFO: Epoch: [82] [2260/3251] learning_rate: 0.014417 loss_vfl: 0.748861 loss_bbox: 0.239675 loss_dfl: 0.161971 loss: 1.156043 eta: 1 day, 10:10:24 batch_cost: 2.2148 data_cost: 0.0011 ips: 12.6424 images/s [11/19 07:05:06] ppdet.engine INFO: Epoch: [82] [2280/3251] learning_rate: 0.014407 loss_vfl: 0.768084 loss_bbox: 0.253310 loss_dfl: 0.175269 loss: 1.199396 eta: 1 day, 10:09:40 batch_cost: 2.1908 data_cost: 0.0010 ips: 12.7806 images/s [11/19 07:05:52] ppdet.engine INFO: Epoch: [82] [2300/3251] learning_rate: 0.014397 loss_vfl: 0.731661 loss_bbox: 0.279535 loss_dfl: 0.189953 loss: 1.204356 eta: 1 day, 10:08:56 batch_cost: 2.0898 data_cost: 0.0010 ips: 13.3984 images/s [11/19 07:06:39] ppdet.engine INFO: Epoch: [82] [2320/3251] learning_rate: 0.014387 loss_vfl: 0.734302 loss_bbox: 0.291244 loss_dfl: 0.216749 loss: 1.242016 eta: 1 day, 10:08:12 batch_cost: 2.1791 data_cost: 0.0014 ips: 12.8491 images/s [11/19 07:07:26] ppdet.engine INFO: Epoch: [82] [2340/3251] learning_rate: 0.014377 loss_vfl: 0.738621 loss_bbox: 0.250909 loss_dfl: 0.180579 loss: 1.175288 eta: 1 day, 10:07:29 batch_cost: 2.2419 data_cost: 0.0010 ips: 12.4893 images/s [11/19 07:08:14] ppdet.engine INFO: Epoch: [82] [2360/3251] learning_rate: 0.014367 loss_vfl: 0.742753 loss_bbox: 0.240591 loss_dfl: 0.167149 loss: 1.126139 eta: 1 day, 10:06:45 batch_cost: 2.2800 data_cost: 0.0009 ips: 12.2808 images/s [11/19 07:09:00] ppdet.engine INFO: Epoch: [82] [2380/3251] learning_rate: 0.014357 loss_vfl: 0.725902 loss_bbox: 0.270439 loss_dfl: 0.188304 loss: 1.183019 eta: 1 day, 10:06:02 batch_cost: 2.2090 data_cost: 0.0011 ips: 12.6752 images/s [11/19 07:09:46] ppdet.engine INFO: Epoch: [82] [2400/3251] learning_rate: 0.014347 loss_vfl: 0.771208 loss_bbox: 0.275203 loss_dfl: 0.182451 loss: 1.225529 eta: 1 day, 10:05:18 batch_cost: 2.1849 data_cost: 0.0009 ips: 12.8153 images/s [11/19 07:10:32] ppdet.engine INFO: Epoch: [82] [2420/3251] learning_rate: 0.014337 loss_vfl: 0.752758 loss_bbox: 0.253100 loss_dfl: 0.171974 loss: 1.170523 eta: 1 day, 10:04:34 batch_cost: 2.1874 data_cost: 0.0010 ips: 12.8006 images/s [11/19 07:11:20] ppdet.engine INFO: Epoch: [82] [2440/3251] learning_rate: 0.014327 loss_vfl: 0.734470 loss_bbox: 0.220428 loss_dfl: 0.154961 loss: 1.116498 eta: 1 day, 10:03:51 batch_cost: 2.2549 data_cost: 0.0010 ips: 12.4174 images/s [11/19 07:12:09] ppdet.engine INFO: Epoch: [82] [2460/3251] learning_rate: 0.014317 loss_vfl: 0.747005 loss_bbox: 0.254033 loss_dfl: 0.178108 loss: 1.196796 eta: 1 day, 10:03:07 batch_cost: 2.2512 data_cost: 0.0016 ips: 12.4375 images/s [11/19 07:12:57] ppdet.engine INFO: Epoch: [82] [2480/3251] learning_rate: 0.014307 loss_vfl: 0.734971 loss_bbox: 0.253112 loss_dfl: 0.174431 loss: 1.151261 eta: 1 day, 10:02:24 batch_cost: 2.2925 data_cost: 0.0009 ips: 12.2136 images/s [11/19 07:13:45] ppdet.engine INFO: Epoch: [82] [2500/3251] learning_rate: 0.014297 loss_vfl: 0.755424 loss_bbox: 0.251627 loss_dfl: 0.172368 loss: 1.204483 eta: 1 day, 10:01:40 batch_cost: 2.2008 data_cost: 0.0010 ips: 12.7224 images/s [11/19 07:14:33] ppdet.engine INFO: Epoch: [82] [2520/3251] learning_rate: 0.014288 loss_vfl: 0.737872 loss_bbox: 0.263645 loss_dfl: 0.177063 loss: 1.164430 eta: 1 day, 10:00:57 batch_cost: 2.2230 data_cost: 0.0013 ips: 12.5956 images/s [11/19 07:15:19] ppdet.engine INFO: Epoch: [82] [2540/3251] learning_rate: 0.014278 loss_vfl: 0.761387 loss_bbox: 0.257942 loss_dfl: 0.176288 loss: 1.235896 eta: 1 day, 10:00:13 batch_cost: 2.1847 data_cost: 0.0010 ips: 12.8166 images/s [11/19 07:16:05] ppdet.engine INFO: Epoch: [82] [2560/3251] learning_rate: 0.014268 loss_vfl: 0.746634 loss_bbox: 0.258303 loss_dfl: 0.169821 loss: 1.180686 eta: 1 day, 9:59:29 batch_cost: 2.1912 data_cost: 0.0009 ips: 12.7782 images/s [11/19 07:16:55] ppdet.engine INFO: Epoch: [82] [2580/3251] learning_rate: 0.014258 loss_vfl: 0.733951 loss_bbox: 0.272615 loss_dfl: 0.185983 loss: 1.197152 eta: 1 day, 9:58:46 batch_cost: 2.3600 data_cost: 0.0012 ips: 11.8646 images/s [11/19 07:17:42] ppdet.engine INFO: Epoch: [82] [2600/3251] learning_rate: 0.014248 loss_vfl: 0.742443 loss_bbox: 0.245224 loss_dfl: 0.174065 loss: 1.148004 eta: 1 day, 9:58:03 batch_cost: 2.2211 data_cost: 0.0009 ips: 12.6061 images/s [11/19 07:18:29] ppdet.engine INFO: Epoch: [82] [2620/3251] learning_rate: 0.014238 loss_vfl: 0.740069 loss_bbox: 0.259741 loss_dfl: 0.186980 loss: 1.162230 eta: 1 day, 9:57:19 batch_cost: 2.1894 data_cost: 0.0010 ips: 12.7888 images/s [11/19 07:19:15] ppdet.engine INFO: Epoch: [82] [2640/3251] learning_rate: 0.014228 loss_vfl: 0.719416 loss_bbox: 0.259865 loss_dfl: 0.180995 loss: 1.151796 eta: 1 day, 9:56:35 batch_cost: 2.2043 data_cost: 0.0010 ips: 12.7022 images/s [11/19 07:20:01] ppdet.engine INFO: Epoch: [82] [2660/3251] learning_rate: 0.014218 loss_vfl: 0.739222 loss_bbox: 0.256418 loss_dfl: 0.185754 loss: 1.156306 eta: 1 day, 9:55:52 batch_cost: 2.1948 data_cost: 0.0010 ips: 12.7577 images/s [11/19 07:20:49] ppdet.engine INFO: Epoch: [82] [2680/3251] learning_rate: 0.014208 loss_vfl: 0.743095 loss_bbox: 0.216534 loss_dfl: 0.156274 loss: 1.138912 eta: 1 day, 9:55:08 batch_cost: 2.2635 data_cost: 0.0011 ips: 12.3705 images/s [11/19 07:21:39] ppdet.engine INFO: Epoch: [82] [2700/3251] learning_rate: 0.014198 loss_vfl: 0.728769 loss_bbox: 0.274478 loss_dfl: 0.191017 loss: 1.194792 eta: 1 day, 9:54:25 batch_cost: 2.2956 data_cost: 0.0009 ips: 12.1975 images/s [11/19 07:22:28] ppdet.engine INFO: Epoch: [82] [2720/3251] learning_rate: 0.014188 loss_vfl: 0.747381 loss_bbox: 0.230652 loss_dfl: 0.162750 loss: 1.127692 eta: 1 day, 9:53:42 batch_cost: 2.3595 data_cost: 0.0009 ips: 11.8667 images/s [11/19 07:23:15] ppdet.engine INFO: Epoch: [82] [2740/3251] learning_rate: 0.014178 loss_vfl: 0.727826 loss_bbox: 0.251759 loss_dfl: 0.168366 loss: 1.158680 eta: 1 day, 9:52:58 batch_cost: 2.1785 data_cost: 0.0011 ips: 12.8528 images/s [11/19 07:24:02] ppdet.engine INFO: Epoch: [82] [2760/3251] learning_rate: 0.014168 loss_vfl: 0.757909 loss_bbox: 0.216374 loss_dfl: 0.157981 loss: 1.131717 eta: 1 day, 9:52:15 batch_cost: 2.2413 data_cost: 0.0012 ips: 12.4929 images/s [11/19 07:24:49] ppdet.engine INFO: Epoch: [82] [2780/3251] learning_rate: 0.014158 loss_vfl: 0.763533 loss_bbox: 0.237115 loss_dfl: 0.168175 loss: 1.196763 eta: 1 day, 9:51:31 batch_cost: 2.1892 data_cost: 0.0019 ips: 12.7899 images/s [11/19 07:25:36] ppdet.engine INFO: Epoch: [82] [2800/3251] learning_rate: 0.014148 loss_vfl: 0.726238 loss_bbox: 0.260387 loss_dfl: 0.173784 loss: 1.170815 eta: 1 day, 9:50:47 batch_cost: 2.2249 data_cost: 0.0009 ips: 12.5846 images/s [11/19 07:26:21] ppdet.engine INFO: Epoch: [82] [2820/3251] learning_rate: 0.014139 loss_vfl: 0.758898 loss_bbox: 0.277215 loss_dfl: 0.187921 loss: 1.245520 eta: 1 day, 9:50:03 batch_cost: 2.1531 data_cost: 0.0011 ips: 13.0043 images/s [11/19 07:27:11] ppdet.engine INFO: Epoch: [82] [2840/3251] learning_rate: 0.014129 loss_vfl: 0.734499 loss_bbox: 0.238818 loss_dfl: 0.172666 loss: 1.160157 eta: 1 day, 9:49:20 batch_cost: 2.3580 data_cost: 0.0016 ips: 11.8746 images/s [11/19 07:27:59] ppdet.engine INFO: Epoch: [82] [2860/3251] learning_rate: 0.014119 loss_vfl: 0.737003 loss_bbox: 0.283641 loss_dfl: 0.189613 loss: 1.187706 eta: 1 day, 9:48:37 batch_cost: 2.2501 data_cost: 0.0010 ips: 12.4439 images/s [11/19 07:28:47] ppdet.engine INFO: Epoch: [82] [2880/3251] learning_rate: 0.014109 loss_vfl: 0.751427 loss_bbox: 0.267755 loss_dfl: 0.182674 loss: 1.208258 eta: 1 day, 9:47:54 batch_cost: 2.2869 data_cost: 0.0009 ips: 12.2437 images/s [11/19 07:29:35] ppdet.engine INFO: Epoch: [82] [2900/3251] learning_rate: 0.014099 loss_vfl: 0.729484 loss_bbox: 0.279981 loss_dfl: 0.194184 loss: 1.205643 eta: 1 day, 9:47:10 batch_cost: 2.2761 data_cost: 0.0010 ips: 12.3019 images/s [11/19 07:30:22] ppdet.engine INFO: Epoch: [82] [2920/3251] learning_rate: 0.014089 loss_vfl: 0.753218 loss_bbox: 0.247424 loss_dfl: 0.175832 loss: 1.184997 eta: 1 day, 9:46:27 batch_cost: 2.1955 data_cost: 0.0013 ips: 12.7535 images/s [11/19 07:31:07] ppdet.engine INFO: Epoch: [82] [2940/3251] learning_rate: 0.014079 loss_vfl: 0.735843 loss_bbox: 0.215980 loss_dfl: 0.153781 loss: 1.123927 eta: 1 day, 9:45:43 batch_cost: 2.1653 data_cost: 0.0010 ips: 12.9313 images/s [11/19 07:31:55] ppdet.engine INFO: Epoch: [82] [2960/3251] learning_rate: 0.014069 loss_vfl: 0.741109 loss_bbox: 0.258145 loss_dfl: 0.180245 loss: 1.182887 eta: 1 day, 9:44:59 batch_cost: 2.2652 data_cost: 0.0012 ips: 12.3611 images/s [11/19 07:32:43] ppdet.engine INFO: Epoch: [82] [2980/3251] learning_rate: 0.014059 loss_vfl: 0.747174 loss_bbox: 0.259255 loss_dfl: 0.172272 loss: 1.185646 eta: 1 day, 9:44:16 batch_cost: 2.2490 data_cost: 0.0009 ips: 12.4498 images/s [11/19 07:33:31] ppdet.engine INFO: Epoch: [82] [3000/3251] learning_rate: 0.014050 loss_vfl: 0.751258 loss_bbox: 0.270320 loss_dfl: 0.189331 loss: 1.225537 eta: 1 day, 9:43:33 batch_cost: 2.3176 data_cost: 0.0010 ips: 12.0816 images/s [11/19 07:34:18] ppdet.engine INFO: Epoch: [82] [3020/3251] learning_rate: 0.014040 loss_vfl: 0.745573 loss_bbox: 0.263966 loss_dfl: 0.179238 loss: 1.177477 eta: 1 day, 9:42:49 batch_cost: 2.1707 data_cost: 0.0009 ips: 12.8992 images/s [11/19 07:35:04] ppdet.engine INFO: Epoch: [82] [3040/3251] learning_rate: 0.014030 loss_vfl: 0.733484 loss_bbox: 0.244764 loss_dfl: 0.171260 loss: 1.178457 eta: 1 day, 9:42:05 batch_cost: 2.1246 data_cost: 0.0010 ips: 13.1787 images/s [11/19 07:35:51] ppdet.engine INFO: Epoch: [82] [3060/3251] learning_rate: 0.014020 loss_vfl: 0.733629 loss_bbox: 0.242483 loss_dfl: 0.170607 loss: 1.146143 eta: 1 day, 9:41:21 batch_cost: 2.1807 data_cost: 0.0010 ips: 12.8398 images/s [11/19 07:36:41] ppdet.engine INFO: Epoch: [82] [3080/3251] learning_rate: 0.014010 loss_vfl: 0.769114 loss_bbox: 0.258595 loss_dfl: 0.169562 loss: 1.170953 eta: 1 day, 9:40:38 batch_cost: 2.3497 data_cost: 0.0009 ips: 11.9165 images/s [11/19 07:37:29] ppdet.engine INFO: Epoch: [82] [3100/3251] learning_rate: 0.014000 loss_vfl: 0.774946 loss_bbox: 0.267800 loss_dfl: 0.185627 loss: 1.202227 eta: 1 day, 9:39:55 batch_cost: 2.3019 data_cost: 0.0010 ips: 12.1638 images/s [11/19 07:38:16] ppdet.engine INFO: Epoch: [82] [3120/3251] learning_rate: 0.013990 loss_vfl: 0.738429 loss_bbox: 0.266238 loss_dfl: 0.179892 loss: 1.193704 eta: 1 day, 9:39:11 batch_cost: 2.2038 data_cost: 0.0014 ips: 12.7054 images/s [11/19 07:39:01] ppdet.engine INFO: Epoch: [82] [3140/3251] learning_rate: 0.013980 loss_vfl: 0.750428 loss_bbox: 0.242509 loss_dfl: 0.167623 loss: 1.157637 eta: 1 day, 9:38:27 batch_cost: 2.0078 data_cost: 0.0012 ips: 13.9457 images/s [11/19 07:39:47] ppdet.engine INFO: Epoch: [82] [3160/3251] learning_rate: 0.013971 loss_vfl: 0.746278 loss_bbox: 0.224096 loss_dfl: 0.159945 loss: 1.121626 eta: 1 day, 9:37:43 batch_cost: 2.1933 data_cost: 0.0010 ips: 12.7660 images/s [11/19 07:40:36] ppdet.engine INFO: Epoch: [82] [3180/3251] learning_rate: 0.013961 loss_vfl: 0.739204 loss_bbox: 0.243787 loss_dfl: 0.164331 loss: 1.161711 eta: 1 day, 9:36:59 batch_cost: 2.1539 data_cost: 0.0034 ips: 12.9996 images/s [11/19 07:41:22] ppdet.engine INFO: Epoch: [82] [3200/3251] learning_rate: 0.013951 loss_vfl: 0.746995 loss_bbox: 0.286051 loss_dfl: 0.187514 loss: 1.213098 eta: 1 day, 9:36:15 batch_cost: 2.2257 data_cost: 0.0010 ips: 12.5801 images/s [11/19 07:42:10] ppdet.engine INFO: Epoch: [82] [3220/3251] learning_rate: 0.013941 loss_vfl: 0.745135 loss_bbox: 0.228629 loss_dfl: 0.172203 loss: 1.130582 eta: 1 day, 9:35:32 batch_cost: 2.1900 data_cost: 0.0009 ips: 12.7852 images/s [11/19 07:42:55] ppdet.engine INFO: Epoch: [82] [3240/3251] learning_rate: 0.013931 loss_vfl: 0.722074 loss_bbox: 0.253651 loss_dfl: 0.182092 loss: 1.135566 eta: 1 day, 9:34:48 batch_cost: 2.1533 data_cost: 0.0015 ips: 13.0035 images/s [11/19 07:43:36] ppdet.engine INFO: Epoch: [83] [ 0/3251] learning_rate: 0.013926 loss_vfl: 0.736209 loss_bbox: 0.257127 loss_dfl: 0.182937 loss: 1.201729 eta: 1 day, 9:34:25 batch_cost: 2.5284 data_cost: 0.8810 ips: 11.0743 images/s [11/19 07:44:27] ppdet.engine INFO: Epoch: [83] [ 20/3251] learning_rate: 0.013916 loss_vfl: 0.739334 loss_bbox: 0.283585 loss_dfl: 0.193652 loss: 1.230006 eta: 1 day, 9:33:42 batch_cost: 2.3689 data_cost: 0.0009 ips: 11.8198 images/s [11/19 07:45:14] ppdet.engine INFO: Epoch: [83] [ 40/3251] learning_rate: 0.013906 loss_vfl: 0.737081 loss_bbox: 0.253894 loss_dfl: 0.173895 loss: 1.196807 eta: 1 day, 9:32:59 batch_cost: 2.2389 data_cost: 0.0013 ips: 12.5063 images/s [11/19 07:46:00] ppdet.engine INFO: Epoch: [83] [ 60/3251] learning_rate: 0.013896 loss_vfl: 0.734397 loss_bbox: 0.229966 loss_dfl: 0.175464 loss: 1.124017 eta: 1 day, 9:32:15 batch_cost: 2.1934 data_cost: 0.0010 ips: 12.7654 images/s [11/19 07:46:47] ppdet.engine INFO: Epoch: [83] [ 80/3251] learning_rate: 0.013886 loss_vfl: 0.737635 loss_bbox: 0.215992 loss_dfl: 0.156463 loss: 1.141024 eta: 1 day, 9:31:32 batch_cost: 2.2478 data_cost: 0.0010 ips: 12.4567 images/s [11/19 07:47:35] ppdet.engine INFO: Epoch: [83] [ 100/3251] learning_rate: 0.013877 loss_vfl: 0.733948 loss_bbox: 0.266011 loss_dfl: 0.197116 loss: 1.211060 eta: 1 day, 9:30:48 batch_cost: 2.2730 data_cost: 0.0021 ips: 12.3183 images/s [11/19 07:48:23] ppdet.engine INFO: Epoch: [83] [ 120/3251] learning_rate: 0.013867 loss_vfl: 0.738573 loss_bbox: 0.299247 loss_dfl: 0.199286 loss: 1.232168 eta: 1 day, 9:30:05 batch_cost: 2.2543 data_cost: 0.0010 ips: 12.4207 images/s [11/19 07:49:09] ppdet.engine INFO: Epoch: [83] [ 140/3251] learning_rate: 0.013857 loss_vfl: 0.753082 loss_bbox: 0.273846 loss_dfl: 0.184666 loss: 1.198223 eta: 1 day, 9:29:21 batch_cost: 2.2139 data_cost: 0.0014 ips: 12.6475 images/s [11/19 07:49:55] ppdet.engine INFO: Epoch: [83] [ 160/3251] learning_rate: 0.013847 loss_vfl: 0.739890 loss_bbox: 0.241121 loss_dfl: 0.173657 loss: 1.165828 eta: 1 day, 9:28:38 batch_cost: 2.2290 data_cost: 0.0010 ips: 12.5618 images/s [11/19 07:50:42] ppdet.engine INFO: Epoch: [83] [ 180/3251] learning_rate: 0.013837 loss_vfl: 0.741183 loss_bbox: 0.281684 loss_dfl: 0.191620 loss: 1.216606 eta: 1 day, 9:27:54 batch_cost: 2.2499 data_cost: 0.0010 ips: 12.4453 images/s [11/19 07:51:31] ppdet.engine INFO: Epoch: [83] [ 200/3251] learning_rate: 0.013828 loss_vfl: 0.738124 loss_bbox: 0.215265 loss_dfl: 0.156479 loss: 1.124841 eta: 1 day, 9:27:11 batch_cost: 2.2580 data_cost: 0.0015 ips: 12.4004 images/s [11/19 07:52:16] ppdet.engine INFO: Epoch: [83] [ 220/3251] learning_rate: 0.013818 loss_vfl: 0.734232 loss_bbox: 0.244819 loss_dfl: 0.162868 loss: 1.151734 eta: 1 day, 9:26:27 batch_cost: 2.0938 data_cost: 0.0010 ips: 13.3730 images/s [11/19 07:53:01] ppdet.engine INFO: Epoch: [83] [ 240/3251] learning_rate: 0.013808 loss_vfl: 0.763270 loss_bbox: 0.266202 loss_dfl: 0.188353 loss: 1.264743 eta: 1 day, 9:25:43 batch_cost: 2.1140 data_cost: 0.0011 ips: 13.2450 images/s [11/19 07:53:49] ppdet.engine INFO: Epoch: [83] [ 260/3251] learning_rate: 0.013798 loss_vfl: 0.744548 loss_bbox: 0.278855 loss_dfl: 0.190543 loss: 1.224095 eta: 1 day, 9:24:59 batch_cost: 2.2219 data_cost: 0.0010 ips: 12.6017 images/s [11/19 07:54:36] ppdet.engine INFO: Epoch: [83] [ 280/3251] learning_rate: 0.013788 loss_vfl: 0.731642 loss_bbox: 0.222299 loss_dfl: 0.155108 loss: 1.120432 eta: 1 day, 9:24:15 batch_cost: 2.1968 data_cost: 0.0011 ips: 12.7460 images/s [11/19 07:55:22] ppdet.engine INFO: Epoch: [83] [ 300/3251] learning_rate: 0.013779 loss_vfl: 0.720458 loss_bbox: 0.248527 loss_dfl: 0.194552 loss: 1.196908 eta: 1 day, 9:23:32 batch_cost: 2.1932 data_cost: 0.0010 ips: 12.7667 images/s [11/19 07:56:07] ppdet.engine INFO: Epoch: [83] [ 320/3251] learning_rate: 0.013769 loss_vfl: 0.731229 loss_bbox: 0.260422 loss_dfl: 0.182958 loss: 1.194813 eta: 1 day, 9:22:48 batch_cost: 2.1442 data_cost: 0.0011 ips: 13.0586 images/s [11/19 07:56:55] ppdet.engine INFO: Epoch: [83] [ 340/3251] learning_rate: 0.013759 loss_vfl: 0.743705 loss_bbox: 0.252996 loss_dfl: 0.176499 loss: 1.197656 eta: 1 day, 9:22:04 batch_cost: 2.2551 data_cost: 0.0010 ips: 12.4165 images/s [11/19 07:57:39] ppdet.engine INFO: Epoch: [83] [ 360/3251] learning_rate: 0.013749 loss_vfl: 0.735049 loss_bbox: 0.257326 loss_dfl: 0.180064 loss: 1.158213 eta: 1 day, 9:21:20 batch_cost: 2.0586 data_cost: 0.0022 ips: 13.6016 images/s [11/19 07:58:28] ppdet.engine INFO: Epoch: [83] [ 380/3251] learning_rate: 0.013739 loss_vfl: 0.727685 loss_bbox: 0.253331 loss_dfl: 0.184964 loss: 1.198943 eta: 1 day, 9:20:37 batch_cost: 2.3179 data_cost: 0.0009 ips: 12.0801 images/s [11/19 07:59:15] ppdet.engine INFO: Epoch: [83] [ 400/3251] learning_rate: 0.013730 loss_vfl: 0.731595 loss_bbox: 0.266431 loss_dfl: 0.183987 loss: 1.175337 eta: 1 day, 9:19:53 batch_cost: 2.2772 data_cost: 0.0010 ips: 12.2957 images/s [11/19 08:00:02] ppdet.engine INFO: Epoch: [83] [ 420/3251] learning_rate: 0.013720 loss_vfl: 0.728331 loss_bbox: 0.253444 loss_dfl: 0.180655 loss: 1.171597 eta: 1 day, 9:19:10 batch_cost: 2.2123 data_cost: 0.0012 ips: 12.6563 images/s [11/19 08:00:50] ppdet.engine INFO: Epoch: [83] [ 440/3251] learning_rate: 0.013710 loss_vfl: 0.731931 loss_bbox: 0.231815 loss_dfl: 0.169936 loss: 1.135357 eta: 1 day, 9:18:26 batch_cost: 2.2858 data_cost: 0.0009 ips: 12.2494 images/s [11/19 08:01:36] ppdet.engine INFO: Epoch: [83] [ 460/3251] learning_rate: 0.013700 loss_vfl: 0.736370 loss_bbox: 0.265504 loss_dfl: 0.191111 loss: 1.201659 eta: 1 day, 9:17:43 batch_cost: 2.1872 data_cost: 0.0009 ips: 12.8020 images/s [11/19 08:02:22] ppdet.engine INFO: Epoch: [83] [ 480/3251] learning_rate: 0.013691 loss_vfl: 0.722658 loss_bbox: 0.241691 loss_dfl: 0.165192 loss: 1.155938 eta: 1 day, 9:16:59 batch_cost: 2.1169 data_cost: 0.0009 ips: 13.2267 images/s [11/19 08:03:08] ppdet.engine INFO: Epoch: [83] [ 500/3251] learning_rate: 0.013681 loss_vfl: 0.740486 loss_bbox: 0.251534 loss_dfl: 0.177562 loss: 1.165752 eta: 1 day, 9:16:15 batch_cost: 2.2019 data_cost: 0.0010 ips: 12.7161 images/s [11/19 08:03:55] ppdet.engine INFO: Epoch: [83] [ 520/3251] learning_rate: 0.013671 loss_vfl: 0.731996 loss_bbox: 0.238689 loss_dfl: 0.159794 loss: 1.130292 eta: 1 day, 9:15:31 batch_cost: 2.2458 data_cost: 0.0010 ips: 12.4677 images/s [11/19 08:04:43] ppdet.engine INFO: Epoch: [83] [ 540/3251] learning_rate: 0.013661 loss_vfl: 0.745982 loss_bbox: 0.259231 loss_dfl: 0.175166 loss: 1.184576 eta: 1 day, 9:14:48 batch_cost: 2.2330 data_cost: 0.0009 ips: 12.5394 images/s [11/19 08:05:28] ppdet.engine INFO: Epoch: [83] [ 560/3251] learning_rate: 0.013652 loss_vfl: 0.731081 loss_bbox: 0.240446 loss_dfl: 0.161276 loss: 1.142820 eta: 1 day, 9:14:04 batch_cost: 2.1181 data_cost: 0.0015 ips: 13.2194 images/s [11/19 08:06:14] ppdet.engine INFO: Epoch: [83] [ 580/3251] learning_rate: 0.013642 loss_vfl: 0.715949 loss_bbox: 0.255057 loss_dfl: 0.172756 loss: 1.140374 eta: 1 day, 9:13:20 batch_cost: 2.1155 data_cost: 0.0010 ips: 13.2354 images/s [11/19 08:06:59] ppdet.engine INFO: Epoch: [83] [ 600/3251] learning_rate: 0.013632 loss_vfl: 0.746289 loss_bbox: 0.255844 loss_dfl: 0.185865 loss: 1.184399 eta: 1 day, 9:12:36 batch_cost: 2.1087 data_cost: 0.0010 ips: 13.2784 images/s [11/19 08:07:47] ppdet.engine INFO: Epoch: [83] [ 620/3251] learning_rate: 0.013622 loss_vfl: 0.732993 loss_bbox: 0.254763 loss_dfl: 0.178432 loss: 1.170996 eta: 1 day, 9:11:52 batch_cost: 2.2018 data_cost: 0.0010 ips: 12.7171 images/s [11/19 08:08:31] ppdet.engine INFO: Epoch: [83] [ 640/3251] learning_rate: 0.013613 loss_vfl: 0.740531 loss_bbox: 0.256599 loss_dfl: 0.178246 loss: 1.191649 eta: 1 day, 9:11:08 batch_cost: 2.1242 data_cost: 0.0009 ips: 13.1814 images/s [11/19 08:09:19] ppdet.engine INFO: Epoch: [83] [ 660/3251] learning_rate: 0.013603 loss_vfl: 0.742506 loss_bbox: 0.289846 loss_dfl: 0.198406 loss: 1.235955 eta: 1 day, 9:10:25 batch_cost: 2.2788 data_cost: 0.0016 ips: 12.2873 images/s [11/19 08:10:06] ppdet.engine INFO: Epoch: [83] [ 680/3251] learning_rate: 0.013593 loss_vfl: 0.734109 loss_bbox: 0.241939 loss_dfl: 0.169335 loss: 1.159034 eta: 1 day, 9:09:41 batch_cost: 2.1994 data_cost: 0.0010 ips: 12.7307 images/s [11/19 08:10:55] ppdet.engine INFO: Epoch: [83] [ 700/3251] learning_rate: 0.013583 loss_vfl: 0.759475 loss_bbox: 0.244539 loss_dfl: 0.182151 loss: 1.161378 eta: 1 day, 9:08:58 batch_cost: 2.2823 data_cost: 0.0010 ips: 12.2685 images/s [11/19 08:11:41] ppdet.engine INFO: Epoch: [83] [ 720/3251] learning_rate: 0.013574 loss_vfl: 0.746629 loss_bbox: 0.230167 loss_dfl: 0.167868 loss: 1.170736 eta: 1 day, 9:08:14 batch_cost: 2.1756 data_cost: 0.0011 ips: 12.8703 images/s [11/19 08:12:30] ppdet.engine INFO: Epoch: [83] [ 740/3251] learning_rate: 0.013564 loss_vfl: 0.727507 loss_bbox: 0.227734 loss_dfl: 0.167583 loss: 1.164109 eta: 1 day, 9:07:31 batch_cost: 2.3477 data_cost: 0.0010 ips: 11.9263 images/s [11/19 08:13:16] ppdet.engine INFO: Epoch: [83] [ 760/3251] learning_rate: 0.013554 loss_vfl: 0.716612 loss_bbox: 0.235019 loss_dfl: 0.168796 loss: 1.151799 eta: 1 day, 9:06:47 batch_cost: 2.1402 data_cost: 0.0010 ips: 13.0827 images/s [11/19 08:14:04] ppdet.engine INFO: Epoch: [83] [ 780/3251] learning_rate: 0.013545 loss_vfl: 0.723526 loss_bbox: 0.281359 loss_dfl: 0.189262 loss: 1.188406 eta: 1 day, 9:06:04 batch_cost: 2.2770 data_cost: 0.0009 ips: 12.2967 images/s [11/19 08:14:51] ppdet.engine INFO: Epoch: [83] [ 800/3251] learning_rate: 0.013535 loss_vfl: 0.747705 loss_bbox: 0.234797 loss_dfl: 0.165497 loss: 1.157940 eta: 1 day, 9:05:20 batch_cost: 2.2551 data_cost: 0.0011 ips: 12.4164 images/s [11/19 08:15:37] ppdet.engine INFO: Epoch: [83] [ 820/3251] learning_rate: 0.013525 loss_vfl: 0.763784 loss_bbox: 0.252896 loss_dfl: 0.179403 loss: 1.196306 eta: 1 day, 9:04:36 batch_cost: 2.1761 data_cost: 0.0010 ips: 12.8668 images/s [11/19 08:16:25] ppdet.engine INFO: Epoch: [83] [ 840/3251] learning_rate: 0.013515 loss_vfl: 0.734413 loss_bbox: 0.277911 loss_dfl: 0.178102 loss: 1.212227 eta: 1 day, 9:03:53 batch_cost: 2.2769 data_cost: 0.0010 ips: 12.2976 images/s [11/19 08:17:13] ppdet.engine INFO: Epoch: [83] [ 860/3251] learning_rate: 0.013506 loss_vfl: 0.761927 loss_bbox: 0.264874 loss_dfl: 0.190720 loss: 1.204701 eta: 1 day, 9:03:09 batch_cost: 2.2662 data_cost: 0.0016 ips: 12.3552 images/s [11/19 08:18:00] ppdet.engine INFO: Epoch: [83] [ 880/3251] learning_rate: 0.013496 loss_vfl: 0.727134 loss_bbox: 0.247839 loss_dfl: 0.169131 loss: 1.167403 eta: 1 day, 9:02:26 batch_cost: 2.2839 data_cost: 0.0014 ips: 12.2598 images/s [11/19 08:18:46] ppdet.engine INFO: Epoch: [83] [ 900/3251] learning_rate: 0.013486 loss_vfl: 0.737522 loss_bbox: 0.272897 loss_dfl: 0.176415 loss: 1.179827 eta: 1 day, 9:01:42 batch_cost: 2.1577 data_cost: 0.0011 ips: 12.9769 images/s [11/19 08:19:33] ppdet.engine INFO: Epoch: [83] [ 920/3251] learning_rate: 0.013477 loss_vfl: 0.754908 loss_bbox: 0.251691 loss_dfl: 0.166266 loss: 1.137386 eta: 1 day, 9:00:59 batch_cost: 2.2120 data_cost: 0.0011 ips: 12.6581 images/s [11/19 08:20:20] ppdet.engine INFO: Epoch: [83] [ 940/3251] learning_rate: 0.013467 loss_vfl: 0.754570 loss_bbox: 0.263036 loss_dfl: 0.178244 loss: 1.209290 eta: 1 day, 9:00:15 batch_cost: 2.2709 data_cost: 0.0010 ips: 12.3301 images/s [11/19 08:21:07] ppdet.engine INFO: Epoch: [83] [ 960/3251] learning_rate: 0.013457 loss_vfl: 0.743625 loss_bbox: 0.271608 loss_dfl: 0.192868 loss: 1.221765 eta: 1 day, 8:59:32 batch_cost: 2.2486 data_cost: 0.0013 ips: 12.4520 images/s [11/19 08:21:53] ppdet.engine INFO: Epoch: [83] [ 980/3251] learning_rate: 0.013448 loss_vfl: 0.745498 loss_bbox: 0.276022 loss_dfl: 0.187935 loss: 1.247781 eta: 1 day, 8:58:48 batch_cost: 2.1597 data_cost: 0.0011 ips: 12.9647 images/s [11/19 08:22:38] ppdet.engine INFO: Epoch: [83] [1000/3251] learning_rate: 0.013438 loss_vfl: 0.716844 loss_bbox: 0.253619 loss_dfl: 0.182600 loss: 1.148667 eta: 1 day, 8:58:04 batch_cost: 2.1182 data_cost: 0.0009 ips: 13.2190 images/s [11/19 08:23:24] ppdet.engine INFO: Epoch: [83] [1020/3251] learning_rate: 0.013428 loss_vfl: 0.753039 loss_bbox: 0.232322 loss_dfl: 0.171728 loss: 1.170081 eta: 1 day, 8:57:20 batch_cost: 2.2064 data_cost: 0.0010 ips: 12.6906 images/s [11/19 08:24:11] ppdet.engine INFO: Epoch: [83] [1040/3251] learning_rate: 0.013419 loss_vfl: 0.744921 loss_bbox: 0.266850 loss_dfl: 0.187502 loss: 1.211531 eta: 1 day, 8:56:36 batch_cost: 2.1401 data_cost: 0.0011 ips: 13.0838 images/s [11/19 08:24:58] ppdet.engine INFO: Epoch: [83] [1060/3251] learning_rate: 0.013409 loss_vfl: 0.748659 loss_bbox: 0.251935 loss_dfl: 0.167515 loss: 1.189070 eta: 1 day, 8:55:53 batch_cost: 2.2448 data_cost: 0.0010 ips: 12.4733 images/s [11/19 08:25:44] ppdet.engine INFO: Epoch: [83] [1080/3251] learning_rate: 0.013399 loss_vfl: 0.751986 loss_bbox: 0.255074 loss_dfl: 0.175429 loss: 1.181504 eta: 1 day, 8:55:09 batch_cost: 2.1505 data_cost: 0.0010 ips: 13.0200 images/s [11/19 08:26:32] ppdet.engine INFO: Epoch: [83] [1100/3251] learning_rate: 0.013390 loss_vfl: 0.740685 loss_bbox: 0.265099 loss_dfl: 0.177859 loss: 1.185410 eta: 1 day, 8:54:26 batch_cost: 2.3033 data_cost: 0.0010 ips: 12.1564 images/s [11/19 08:27:21] ppdet.engine INFO: Epoch: [83] [1120/3251] learning_rate: 0.013380 loss_vfl: 0.751139 loss_bbox: 0.231962 loss_dfl: 0.160585 loss: 1.143726 eta: 1 day, 8:53:42 batch_cost: 2.3023 data_cost: 0.0009 ips: 12.1616 images/s [11/19 08:28:08] ppdet.engine INFO: Epoch: [83] [1140/3251] learning_rate: 0.013370 loss_vfl: 0.736943 loss_bbox: 0.249263 loss_dfl: 0.171549 loss: 1.188152 eta: 1 day, 8:52:59 batch_cost: 2.2370 data_cost: 0.0015 ips: 12.5165 images/s [11/19 08:28:53] ppdet.engine INFO: Epoch: [83] [1160/3251] learning_rate: 0.013361 loss_vfl: 0.721410 loss_bbox: 0.271989 loss_dfl: 0.182639 loss: 1.194518 eta: 1 day, 8:52:15 batch_cost: 2.1069 data_cost: 0.0010 ips: 13.2899 images/s [11/19 08:29:40] ppdet.engine INFO: Epoch: [83] [1180/3251] learning_rate: 0.013351 loss_vfl: 0.748810 loss_bbox: 0.273269 loss_dfl: 0.184698 loss: 1.219255 eta: 1 day, 8:51:31 batch_cost: 2.2539 data_cost: 0.0158 ips: 12.4231 images/s [11/19 08:30:28] ppdet.engine INFO: Epoch: [83] [1200/3251] learning_rate: 0.013341 loss_vfl: 0.766198 loss_bbox: 0.271895 loss_dfl: 0.175677 loss: 1.230100 eta: 1 day, 8:50:48 batch_cost: 2.2265 data_cost: 0.0011 ips: 12.5760 images/s [11/19 08:31:16] ppdet.engine INFO: Epoch: [83] [1220/3251] learning_rate: 0.013332 loss_vfl: 0.747265 loss_bbox: 0.259939 loss_dfl: 0.179225 loss: 1.203613 eta: 1 day, 8:50:04 batch_cost: 2.3006 data_cost: 0.0010 ips: 12.1705 images/s [11/19 08:32:03] ppdet.engine INFO: Epoch: [83] [1240/3251] learning_rate: 0.013322 loss_vfl: 0.736431 loss_bbox: 0.240954 loss_dfl: 0.176739 loss: 1.158177 eta: 1 day, 8:49:21 batch_cost: 2.1755 data_cost: 0.0011 ips: 12.8704 images/s [11/19 08:32:50] ppdet.engine INFO: Epoch: [83] [1260/3251] learning_rate: 0.013312 loss_vfl: 0.731840 loss_bbox: 0.281113 loss_dfl: 0.191531 loss: 1.192195 eta: 1 day, 8:48:37 batch_cost: 2.1239 data_cost: 0.0009 ips: 13.1832 images/s [11/19 08:33:37] ppdet.engine INFO: Epoch: [83] [1280/3251] learning_rate: 0.013303 loss_vfl: 0.721189 loss_bbox: 0.273035 loss_dfl: 0.183994 loss: 1.166549 eta: 1 day, 8:47:53 batch_cost: 2.2656 data_cost: 0.0009 ips: 12.3589 images/s [11/19 08:34:23] ppdet.engine INFO: Epoch: [83] [1300/3251] learning_rate: 0.013293 loss_vfl: 0.724759 loss_bbox: 0.263598 loss_dfl: 0.177789 loss: 1.182148 eta: 1 day, 8:47:09 batch_cost: 2.1975 data_cost: 0.0011 ips: 12.7419 images/s [11/19 08:35:09] ppdet.engine INFO: Epoch: [83] [1320/3251] learning_rate: 0.013283 loss_vfl: 0.721867 loss_bbox: 0.253654 loss_dfl: 0.169263 loss: 1.158553 eta: 1 day, 8:46:26 batch_cost: 2.1802 data_cost: 0.0014 ips: 12.8427 images/s [11/19 08:35:57] ppdet.engine INFO: Epoch: [83] [1340/3251] learning_rate: 0.013274 loss_vfl: 0.728831 loss_bbox: 0.245807 loss_dfl: 0.171652 loss: 1.168511 eta: 1 day, 8:45:42 batch_cost: 2.2941 data_cost: 0.0010 ips: 12.2050 images/s [11/19 08:36:46] ppdet.engine INFO: Epoch: [83] [1360/3251] learning_rate: 0.013264 loss_vfl: 0.761668 loss_bbox: 0.235783 loss_dfl: 0.184590 loss: 1.177364 eta: 1 day, 8:44:59 batch_cost: 2.3079 data_cost: 0.0010 ips: 12.1325 images/s [11/19 08:37:34] ppdet.engine INFO: Epoch: [83] [1380/3251] learning_rate: 0.013255 loss_vfl: 0.758572 loss_bbox: 0.252232 loss_dfl: 0.182902 loss: 1.191413 eta: 1 day, 8:44:15 batch_cost: 2.2139 data_cost: 0.0010 ips: 12.6476 images/s [11/19 08:38:20] ppdet.engine INFO: Epoch: [83] [1400/3251] learning_rate: 0.013245 loss_vfl: 0.741892 loss_bbox: 0.229111 loss_dfl: 0.161701 loss: 1.134089 eta: 1 day, 8:43:32 batch_cost: 2.2227 data_cost: 0.0010 ips: 12.5974 images/s [11/19 08:39:08] ppdet.engine INFO: Epoch: [83] [1420/3251] learning_rate: 0.013235 loss_vfl: 0.745721 loss_bbox: 0.249383 loss_dfl: 0.169214 loss: 1.161251 eta: 1 day, 8:42:48 batch_cost: 2.2333 data_cost: 0.0010 ips: 12.5378 images/s [11/19 08:39:53] ppdet.engine INFO: Epoch: [83] [1440/3251] learning_rate: 0.013226 loss_vfl: 0.727760 loss_bbox: 0.262405 loss_dfl: 0.186470 loss: 1.189392 eta: 1 day, 8:42:04 batch_cost: 2.1441 data_cost: 0.0010 ips: 13.0588 images/s [11/19 08:40:40] ppdet.engine INFO: Epoch: [83] [1460/3251] learning_rate: 0.013216 loss_vfl: 0.737056 loss_bbox: 0.268998 loss_dfl: 0.185287 loss: 1.214611 eta: 1 day, 8:41:21 batch_cost: 2.2228 data_cost: 0.0012 ips: 12.5970 images/s [11/19 08:41:28] ppdet.engine INFO: Epoch: [83] [1480/3251] learning_rate: 0.013207 loss_vfl: 0.722149 loss_bbox: 0.262193 loss_dfl: 0.184225 loss: 1.153187 eta: 1 day, 8:40:38 batch_cost: 2.3061 data_cost: 0.0010 ips: 12.1418 images/s [11/19 08:42:15] ppdet.engine INFO: Epoch: [83] [1500/3251] learning_rate: 0.013197 loss_vfl: 0.728657 loss_bbox: 0.274963 loss_dfl: 0.187029 loss: 1.214495 eta: 1 day, 8:39:54 batch_cost: 2.2255 data_cost: 0.0010 ips: 12.5812 images/s [11/19 08:43:02] ppdet.engine INFO: Epoch: [83] [1520/3251] learning_rate: 0.013187 loss_vfl: 0.755205 loss_bbox: 0.228925 loss_dfl: 0.170557 loss: 1.182923 eta: 1 day, 8:39:10 batch_cost: 2.1765 data_cost: 0.0016 ips: 12.8648 images/s [11/19 08:43:49] ppdet.engine INFO: Epoch: [83] [1540/3251] learning_rate: 0.013178 loss_vfl: 0.739151 loss_bbox: 0.260599 loss_dfl: 0.186251 loss: 1.181671 eta: 1 day, 8:38:27 batch_cost: 2.2526 data_cost: 0.0012 ips: 12.4300 images/s [11/19 08:44:37] ppdet.engine INFO: Epoch: [83] [1560/3251] learning_rate: 0.013168 loss_vfl: 0.746537 loss_bbox: 0.287344 loss_dfl: 0.186631 loss: 1.219735 eta: 1 day, 8:37:43 batch_cost: 2.2602 data_cost: 0.0010 ips: 12.3884 images/s [11/19 08:45:25] ppdet.engine INFO: Epoch: [83] [1580/3251] learning_rate: 0.013159 loss_vfl: 0.720275 loss_bbox: 0.247464 loss_dfl: 0.173328 loss: 1.145117 eta: 1 day, 8:37:00 batch_cost: 2.2457 data_cost: 0.0010 ips: 12.4680 images/s [11/19 08:46:13] ppdet.engine INFO: Epoch: [83] [1600/3251] learning_rate: 0.013149 loss_vfl: 0.754035 loss_bbox: 0.256547 loss_dfl: 0.175672 loss: 1.196337 eta: 1 day, 8:36:16 batch_cost: 2.2410 data_cost: 0.0010 ips: 12.4946 images/s [11/19 08:47:01] ppdet.engine INFO: Epoch: [83] [1620/3251] learning_rate: 0.013139 loss_vfl: 0.751206 loss_bbox: 0.249929 loss_dfl: 0.179516 loss: 1.181604 eta: 1 day, 8:35:33 batch_cost: 2.2557 data_cost: 0.0009 ips: 12.4130 images/s [11/19 08:47:47] ppdet.engine INFO: Epoch: [83] [1640/3251] learning_rate: 0.013130 loss_vfl: 0.727518 loss_bbox: 0.265228 loss_dfl: 0.174513 loss: 1.182048 eta: 1 day, 8:34:49 batch_cost: 2.1516 data_cost: 0.0010 ips: 13.0136 images/s [11/19 08:48:35] ppdet.engine INFO: Epoch: [83] [1660/3251] learning_rate: 0.013120 loss_vfl: 0.733132 loss_bbox: 0.259962 loss_dfl: 0.185600 loss: 1.195600 eta: 1 day, 8:34:05 batch_cost: 2.2609 data_cost: 0.0011 ips: 12.3843 images/s [11/19 08:49:21] ppdet.engine INFO: Epoch: [83] [1680/3251] learning_rate: 0.013111 loss_vfl: 0.751017 loss_bbox: 0.243080 loss_dfl: 0.161748 loss: 1.173260 eta: 1 day, 8:33:22 batch_cost: 2.2394 data_cost: 0.0010 ips: 12.5036 images/s [11/19 08:50:10] ppdet.engine INFO: Epoch: [83] [1700/3251] learning_rate: 0.013101 loss_vfl: 0.739591 loss_bbox: 0.258057 loss_dfl: 0.174317 loss: 1.169213 eta: 1 day, 8:32:39 batch_cost: 2.3245 data_cost: 0.0016 ips: 12.0458 images/s [11/19 08:50:55] ppdet.engine INFO: Epoch: [83] [1720/3251] learning_rate: 0.013092 loss_vfl: 0.720707 loss_bbox: 0.269321 loss_dfl: 0.186925 loss: 1.168694 eta: 1 day, 8:31:55 batch_cost: 2.1431 data_cost: 0.0010 ips: 13.0652 images/s [11/19 08:51:43] ppdet.engine INFO: Epoch: [83] [1740/3251] learning_rate: 0.013082 loss_vfl: 0.730632 loss_bbox: 0.281983 loss_dfl: 0.192435 loss: 1.211221 eta: 1 day, 8:31:11 batch_cost: 2.2627 data_cost: 0.0011 ips: 12.3745 images/s [11/19 08:52:28] ppdet.engine INFO: Epoch: [83] [1760/3251] learning_rate: 0.013073 loss_vfl: 0.745964 loss_bbox: 0.228515 loss_dfl: 0.169672 loss: 1.126737 eta: 1 day, 8:30:27 batch_cost: 2.1212 data_cost: 0.0010 ips: 13.2004 images/s [11/19 08:53:15] ppdet.engine INFO: Epoch: [83] [1780/3251] learning_rate: 0.013063 loss_vfl: 0.746149 loss_bbox: 0.211822 loss_dfl: 0.148419 loss: 1.080941 eta: 1 day, 8:29:43 batch_cost: 2.1770 data_cost: 0.0016 ips: 12.8617 images/s [11/19 08:54:04] ppdet.engine INFO: Epoch: [83] [1800/3251] learning_rate: 0.013053 loss_vfl: 0.732741 loss_bbox: 0.243673 loss_dfl: 0.159746 loss: 1.135025 eta: 1 day, 8:29:00 batch_cost: 2.3044 data_cost: 0.0012 ips: 12.1509 images/s [11/19 08:54:50] ppdet.engine INFO: Epoch: [83] [1820/3251] learning_rate: 0.013044 loss_vfl: 0.727241 loss_bbox: 0.274583 loss_dfl: 0.184489 loss: 1.189845 eta: 1 day, 8:28:17 batch_cost: 2.2143 data_cost: 0.0010 ips: 12.6453 images/s [11/19 08:55:37] ppdet.engine INFO: Epoch: [83] [1840/3251] learning_rate: 0.013034 loss_vfl: 0.747982 loss_bbox: 0.249802 loss_dfl: 0.186954 loss: 1.174596 eta: 1 day, 8:27:33 batch_cost: 2.2330 data_cost: 0.0017 ips: 12.5392 images/s [11/19 08:56:23] ppdet.engine INFO: Epoch: [83] [1860/3251] learning_rate: 0.013025 loss_vfl: 0.729617 loss_bbox: 0.252078 loss_dfl: 0.176319 loss: 1.150826 eta: 1 day, 8:26:49 batch_cost: 2.2085 data_cost: 0.0010 ips: 12.6782 images/s [11/19 08:57:10] ppdet.engine INFO: Epoch: [83] [1880/3251] learning_rate: 0.013015 loss_vfl: 0.731492 loss_bbox: 0.258066 loss_dfl: 0.171531 loss: 1.195525 eta: 1 day, 8:26:06 batch_cost: 2.2194 data_cost: 0.0010 ips: 12.6161 images/s [11/19 08:57:59] ppdet.engine INFO: Epoch: [83] [1900/3251] learning_rate: 0.013006 loss_vfl: 0.755458 loss_bbox: 0.257706 loss_dfl: 0.185362 loss: 1.203310 eta: 1 day, 8:25:22 batch_cost: 2.2859 data_cost: 0.0012 ips: 12.2490 images/s [11/19 08:58:47] ppdet.engine INFO: Epoch: [83] [1920/3251] learning_rate: 0.012996 loss_vfl: 0.728284 loss_bbox: 0.244668 loss_dfl: 0.162763 loss: 1.180548 eta: 1 day, 8:24:39 batch_cost: 2.2610 data_cost: 0.0010 ips: 12.3839 images/s [11/19 08:59:33] ppdet.engine INFO: Epoch: [83] [1940/3251] learning_rate: 0.012987 loss_vfl: 0.723688 loss_bbox: 0.257737 loss_dfl: 0.183351 loss: 1.154939 eta: 1 day, 8:23:55 batch_cost: 2.1537 data_cost: 0.0010 ips: 13.0012 images/s [11/19 09:00:23] ppdet.engine INFO: Epoch: [83] [1960/3251] learning_rate: 0.012977 loss_vfl: 0.735446 loss_bbox: 0.253851 loss_dfl: 0.176029 loss: 1.167209 eta: 1 day, 8:23:12 batch_cost: 2.4121 data_cost: 0.0010 ips: 11.6082 images/s [11/19 09:01:11] ppdet.engine INFO: Epoch: [83] [1980/3251] learning_rate: 0.012968 loss_vfl: 0.740962 loss_bbox: 0.240581 loss_dfl: 0.171193 loss: 1.147568 eta: 1 day, 8:22:29 batch_cost: 2.2086 data_cost: 0.0011 ips: 12.6778 images/s [11/19 09:01:58] ppdet.engine INFO: Epoch: [83] [2000/3251] learning_rate: 0.012958 loss_vfl: 0.729581 loss_bbox: 0.267828 loss_dfl: 0.179579 loss: 1.177468 eta: 1 day, 8:21:45 batch_cost: 2.2096 data_cost: 0.0010 ips: 12.6719 images/s [11/19 09:02:45] ppdet.engine INFO: Epoch: [83] [2020/3251] learning_rate: 0.012949 loss_vfl: 0.742093 loss_bbox: 0.259353 loss_dfl: 0.167519 loss: 1.147199 eta: 1 day, 8:21:01 batch_cost: 2.1320 data_cost: 0.0010 ips: 13.1330 images/s [11/19 09:03:34] ppdet.engine INFO: Epoch: [83] [2040/3251] learning_rate: 0.012939 loss_vfl: 0.742636 loss_bbox: 0.254836 loss_dfl: 0.174097 loss: 1.171605 eta: 1 day, 8:20:17 batch_cost: 2.2599 data_cost: 0.0010 ips: 12.3897 images/s [11/19 09:04:20] ppdet.engine INFO: Epoch: [83] [2060/3251] learning_rate: 0.012930 loss_vfl: 0.732424 loss_bbox: 0.241785 loss_dfl: 0.173400 loss: 1.152608 eta: 1 day, 8:19:34 batch_cost: 2.2084 data_cost: 0.0011 ips: 12.6786 images/s [11/19 09:05:07] ppdet.engine INFO: Epoch: [83] [2080/3251] learning_rate: 0.012920 loss_vfl: 0.732413 loss_bbox: 0.269188 loss_dfl: 0.188293 loss: 1.196920 eta: 1 day, 8:18:50 batch_cost: 2.1950 data_cost: 0.0009 ips: 12.7560 images/s [11/19 09:05:56] ppdet.engine INFO: Epoch: [83] [2100/3251] learning_rate: 0.012911 loss_vfl: 0.750521 loss_bbox: 0.252340 loss_dfl: 0.178976 loss: 1.187753 eta: 1 day, 8:18:07 batch_cost: 2.2360 data_cost: 0.0010 ips: 12.5226 images/s [11/19 09:06:41] ppdet.engine INFO: Epoch: [83] [2120/3251] learning_rate: 0.012901 loss_vfl: 0.716343 loss_bbox: 0.266765 loss_dfl: 0.183984 loss: 1.169113 eta: 1 day, 8:17:23 batch_cost: 2.1974 data_cost: 0.0010 ips: 12.7426 images/s [11/19 09:07:29] ppdet.engine INFO: Epoch: [83] [2140/3251] learning_rate: 0.012892 loss_vfl: 0.725553 loss_bbox: 0.267931 loss_dfl: 0.181060 loss: 1.162729 eta: 1 day, 8:16:39 batch_cost: 2.2319 data_cost: 0.0010 ips: 12.5453 images/s [11/19 09:08:15] ppdet.engine INFO: Epoch: [83] [2160/3251] learning_rate: 0.012882 loss_vfl: 0.718582 loss_bbox: 0.268230 loss_dfl: 0.188878 loss: 1.157409 eta: 1 day, 8:15:56 batch_cost: 2.2045 data_cost: 0.0010 ips: 12.7013 images/s [11/19 09:09:02] ppdet.engine INFO: Epoch: [83] [2180/3251] learning_rate: 0.012873 loss_vfl: 0.738644 loss_bbox: 0.262745 loss_dfl: 0.180892 loss: 1.197965 eta: 1 day, 8:15:12 batch_cost: 2.1308 data_cost: 0.0010 ips: 13.1405 images/s [11/19 09:09:49] ppdet.engine INFO: Epoch: [83] [2200/3251] learning_rate: 0.012863 loss_vfl: 0.755294 loss_bbox: 0.241374 loss_dfl: 0.169879 loss: 1.193304 eta: 1 day, 8:14:28 batch_cost: 2.1826 data_cost: 0.0010 ips: 12.8290 images/s [11/19 09:10:35] ppdet.engine INFO: Epoch: [83] [2220/3251] learning_rate: 0.012854 loss_vfl: 0.745726 loss_bbox: 0.256012 loss_dfl: 0.186813 loss: 1.186743 eta: 1 day, 8:13:44 batch_cost: 2.2068 data_cost: 0.0009 ips: 12.6881 images/s [11/19 09:11:22] ppdet.engine INFO: Epoch: [83] [2240/3251] learning_rate: 0.012844 loss_vfl: 0.757584 loss_bbox: 0.259456 loss_dfl: 0.172762 loss: 1.204691 eta: 1 day, 8:13:01 batch_cost: 2.2074 data_cost: 0.0009 ips: 12.6846 images/s [11/19 09:12:10] ppdet.engine INFO: Epoch: [83] [2260/3251] learning_rate: 0.012835 loss_vfl: 0.753833 loss_bbox: 0.231373 loss_dfl: 0.166106 loss: 1.128148 eta: 1 day, 8:12:17 batch_cost: 2.2377 data_cost: 0.0010 ips: 12.5129 images/s [11/19 09:12:58] ppdet.engine INFO: Epoch: [83] [2280/3251] learning_rate: 0.012825 loss_vfl: 0.733329 loss_bbox: 0.260885 loss_dfl: 0.195646 loss: 1.194037 eta: 1 day, 8:11:33 batch_cost: 2.2516 data_cost: 0.0010 ips: 12.4357 images/s [11/19 09:13:45] ppdet.engine INFO: Epoch: [83] [2300/3251] learning_rate: 0.012816 loss_vfl: 0.752836 loss_bbox: 0.243502 loss_dfl: 0.172834 loss: 1.170927 eta: 1 day, 8:10:50 batch_cost: 2.2573 data_cost: 0.0018 ips: 12.4042 images/s [11/19 09:14:33] ppdet.engine INFO: Epoch: [83] [2320/3251] learning_rate: 0.012806 loss_vfl: 0.750034 loss_bbox: 0.257882 loss_dfl: 0.175258 loss: 1.221478 eta: 1 day, 8:10:06 batch_cost: 2.2192 data_cost: 0.0010 ips: 12.6174 images/s [11/19 09:15:20] ppdet.engine INFO: Epoch: [83] [2340/3251] learning_rate: 0.012797 loss_vfl: 0.752867 loss_bbox: 0.243614 loss_dfl: 0.177852 loss: 1.178623 eta: 1 day, 8:09:23 batch_cost: 2.2193 data_cost: 0.0010 ips: 12.6164 images/s [11/19 09:16:08] ppdet.engine INFO: Epoch: [83] [2360/3251] learning_rate: 0.012787 loss_vfl: 0.771936 loss_bbox: 0.223289 loss_dfl: 0.160322 loss: 1.137254 eta: 1 day, 8:08:39 batch_cost: 2.1612 data_cost: 0.0011 ips: 12.9561 images/s [11/19 09:16:53] ppdet.engine INFO: Epoch: [83] [2380/3251] learning_rate: 0.012778 loss_vfl: 0.729688 loss_bbox: 0.262669 loss_dfl: 0.183435 loss: 1.164770 eta: 1 day, 8:07:55 batch_cost: 2.1858 data_cost: 0.0011 ips: 12.8099 images/s [11/19 09:17:41] ppdet.engine INFO: Epoch: [83] [2400/3251] learning_rate: 0.012768 loss_vfl: 0.731387 loss_bbox: 0.239705 loss_dfl: 0.157080 loss: 1.155984 eta: 1 day, 8:07:12 batch_cost: 2.2157 data_cost: 0.0010 ips: 12.6373 images/s [11/19 09:18:27] ppdet.engine INFO: Epoch: [83] [2420/3251] learning_rate: 0.012759 loss_vfl: 0.729487 loss_bbox: 0.254617 loss_dfl: 0.175568 loss: 1.153134 eta: 1 day, 8:06:28 batch_cost: 2.1355 data_cost: 0.0009 ips: 13.1116 images/s [11/19 09:19:13] ppdet.engine INFO: Epoch: [83] [2440/3251] learning_rate: 0.012750 loss_vfl: 0.750795 loss_bbox: 0.231029 loss_dfl: 0.172204 loss: 1.158653 eta: 1 day, 8:05:44 batch_cost: 2.2396 data_cost: 0.0009 ips: 12.5023 images/s [11/19 09:19:59] ppdet.engine INFO: Epoch: [83] [2460/3251] learning_rate: 0.012740 loss_vfl: 0.774586 loss_bbox: 0.258539 loss_dfl: 0.177610 loss: 1.192382 eta: 1 day, 8:05:00 batch_cost: 2.1589 data_cost: 0.0010 ips: 12.9693 images/s [11/19 09:20:44] ppdet.engine INFO: Epoch: [83] [2480/3251] learning_rate: 0.012731 loss_vfl: 0.714806 loss_bbox: 0.214276 loss_dfl: 0.158673 loss: 1.096243 eta: 1 day, 8:04:16 batch_cost: 2.1349 data_cost: 0.0009 ips: 13.1153 images/s [11/19 09:21:33] ppdet.engine INFO: Epoch: [83] [2500/3251] learning_rate: 0.012721 loss_vfl: 0.738983 loss_bbox: 0.258935 loss_dfl: 0.178933 loss: 1.193152 eta: 1 day, 8:03:33 batch_cost: 2.3018 data_cost: 0.0011 ips: 12.1644 images/s [11/19 09:22:19] ppdet.engine INFO: Epoch: [83] [2520/3251] learning_rate: 0.012712 loss_vfl: 0.740946 loss_bbox: 0.224174 loss_dfl: 0.155487 loss: 1.117330 eta: 1 day, 8:02:49 batch_cost: 2.1790 data_cost: 0.0010 ips: 12.8497 images/s [11/19 09:23:07] ppdet.engine INFO: Epoch: [83] [2540/3251] learning_rate: 0.012702 loss_vfl: 0.727137 loss_bbox: 0.253127 loss_dfl: 0.187445 loss: 1.194219 eta: 1 day, 8:02:05 batch_cost: 2.2077 data_cost: 0.0009 ips: 12.6828 images/s [11/19 09:23:56] ppdet.engine INFO: Epoch: [83] [2560/3251] learning_rate: 0.012693 loss_vfl: 0.727580 loss_bbox: 0.254301 loss_dfl: 0.188198 loss: 1.187866 eta: 1 day, 8:01:22 batch_cost: 2.3581 data_cost: 0.0012 ips: 11.8739 images/s [11/19 09:24:44] ppdet.engine INFO: Epoch: [83] [2580/3251] learning_rate: 0.012684 loss_vfl: 0.725096 loss_bbox: 0.272974 loss_dfl: 0.191647 loss: 1.179582 eta: 1 day, 8:00:39 batch_cost: 2.2995 data_cost: 0.0009 ips: 12.1767 images/s [11/19 09:25:29] ppdet.engine INFO: Epoch: [83] [2600/3251] learning_rate: 0.012674 loss_vfl: 0.736297 loss_bbox: 0.257865 loss_dfl: 0.179589 loss: 1.168900 eta: 1 day, 7:59:55 batch_cost: 2.1538 data_cost: 0.0019 ips: 13.0004 images/s [11/19 09:26:17] ppdet.engine INFO: Epoch: [83] [2620/3251] learning_rate: 0.012665 loss_vfl: 0.765440 loss_bbox: 0.263391 loss_dfl: 0.186492 loss: 1.223735 eta: 1 day, 7:59:12 batch_cost: 2.2096 data_cost: 0.0017 ips: 12.6721 images/s [11/19 09:27:04] ppdet.engine INFO: Epoch: [83] [2640/3251] learning_rate: 0.012655 loss_vfl: 0.746247 loss_bbox: 0.262926 loss_dfl: 0.166036 loss: 1.191435 eta: 1 day, 7:58:28 batch_cost: 2.2151 data_cost: 0.0010 ips: 12.6405 images/s [11/19 09:27:52] ppdet.engine INFO: Epoch: [83] [2660/3251] learning_rate: 0.012646 loss_vfl: 0.736652 loss_bbox: 0.242194 loss_dfl: 0.176730 loss: 1.171864 eta: 1 day, 7:57:44 batch_cost: 2.2619 data_cost: 0.0009 ips: 12.3788 images/s [11/19 09:28:38] ppdet.engine INFO: Epoch: [83] [2680/3251] learning_rate: 0.012636 loss_vfl: 0.732373 loss_bbox: 0.243756 loss_dfl: 0.171418 loss: 1.161916 eta: 1 day, 7:57:01 batch_cost: 2.2168 data_cost: 0.0010 ips: 12.6310 images/s [11/19 09:29:25] ppdet.engine INFO: Epoch: [83] [2700/3251] learning_rate: 0.012627 loss_vfl: 0.727353 loss_bbox: 0.243874 loss_dfl: 0.175042 loss: 1.169573 eta: 1 day, 7:56:17 batch_cost: 2.2450 data_cost: 0.0015 ips: 12.4719 images/s [11/19 09:30:12] ppdet.engine INFO: Epoch: [83] [2720/3251] learning_rate: 0.012618 loss_vfl: 0.740174 loss_bbox: 0.257504 loss_dfl: 0.180862 loss: 1.176057 eta: 1 day, 7:55:34 batch_cost: 2.2234 data_cost: 0.0011 ips: 12.5931 images/s [11/19 09:30:59] ppdet.engine INFO: Epoch: [83] [2740/3251] learning_rate: 0.012608 loss_vfl: 0.733132 loss_bbox: 0.249284 loss_dfl: 0.181461 loss: 1.159237 eta: 1 day, 7:54:50 batch_cost: 2.2141 data_cost: 0.0009 ips: 12.6461 images/s [11/19 09:31:47] ppdet.engine INFO: Epoch: [83] [2760/3251] learning_rate: 0.012599 loss_vfl: 0.729467 loss_bbox: 0.268128 loss_dfl: 0.180868 loss: 1.183206 eta: 1 day, 7:54:07 batch_cost: 2.2782 data_cost: 0.0012 ips: 12.2901 images/s [11/19 09:32:33] ppdet.engine INFO: Epoch: [83] [2780/3251] learning_rate: 0.012590 loss_vfl: 0.746909 loss_bbox: 0.245921 loss_dfl: 0.173177 loss: 1.134737 eta: 1 day, 7:53:23 batch_cost: 2.1178 data_cost: 0.0010 ips: 13.2213 images/s [11/19 09:33:20] ppdet.engine INFO: Epoch: [83] [2800/3251] learning_rate: 0.012580 loss_vfl: 0.729165 loss_bbox: 0.279306 loss_dfl: 0.189808 loss: 1.175857 eta: 1 day, 7:52:39 batch_cost: 2.1672 data_cost: 0.0015 ips: 12.9201 images/s [11/19 09:34:05] ppdet.engine INFO: Epoch: [83] [2820/3251] learning_rate: 0.012571 loss_vfl: 0.700248 loss_bbox: 0.216626 loss_dfl: 0.161712 loss: 1.081793 eta: 1 day, 7:51:55 batch_cost: 2.0807 data_cost: 0.0009 ips: 13.4570 images/s [11/19 09:34:53] ppdet.engine INFO: Epoch: [83] [2840/3251] learning_rate: 0.012561 loss_vfl: 0.716043 loss_bbox: 0.245154 loss_dfl: 0.178147 loss: 1.175392 eta: 1 day, 7:51:11 batch_cost: 2.2803 data_cost: 0.0009 ips: 12.2792 images/s Corrupt JPEG data: 33378 extraneous bytes before marker 0xe2 [11/19 09:35:38] ppdet.engine INFO: Epoch: [83] [2860/3251] learning_rate: 0.012552 loss_vfl: 0.732598 loss_bbox: 0.228672 loss_dfl: 0.174039 loss: 1.153966 eta: 1 day, 7:50:27 batch_cost: 2.0851 data_cost: 0.0009 ips: 13.4284 images/s [11/19 09:36:25] ppdet.engine INFO: Epoch: [83] [2880/3251] learning_rate: 0.012543 loss_vfl: 0.748833 loss_bbox: 0.267065 loss_dfl: 0.189606 loss: 1.160244 eta: 1 day, 7:49:44 batch_cost: 2.2292 data_cost: 0.0010 ips: 12.5603 images/s [11/19 09:37:12] ppdet.engine INFO: Epoch: [83] [2900/3251] learning_rate: 0.012533 loss_vfl: 0.748089 loss_bbox: 0.240141 loss_dfl: 0.167636 loss: 1.176030 eta: 1 day, 7:49:00 batch_cost: 2.1736 data_cost: 0.0011 ips: 12.8819 images/s [11/19 09:37:56] ppdet.engine INFO: Epoch: [83] [2920/3251] learning_rate: 0.012524 loss_vfl: 0.748542 loss_bbox: 0.233525 loss_dfl: 0.166576 loss: 1.160094 eta: 1 day, 7:48:16 batch_cost: 2.1479 data_cost: 0.0010 ips: 13.0360 images/s [11/19 09:38:44] ppdet.engine INFO: Epoch: [83] [2940/3251] learning_rate: 0.012515 loss_vfl: 0.731585 loss_bbox: 0.243762 loss_dfl: 0.185240 loss: 1.187255 eta: 1 day, 7:47:32 batch_cost: 2.2009 data_cost: 0.0012 ips: 12.7218 images/s [11/19 09:39:32] ppdet.engine INFO: Epoch: [83] [2960/3251] learning_rate: 0.012505 loss_vfl: 0.730629 loss_bbox: 0.268421 loss_dfl: 0.188644 loss: 1.181790 eta: 1 day, 7:46:49 batch_cost: 2.2300 data_cost: 0.0009 ips: 12.5563 images/s [11/19 09:40:19] ppdet.engine INFO: Epoch: [83] [2980/3251] learning_rate: 0.012496 loss_vfl: 0.757118 loss_bbox: 0.229088 loss_dfl: 0.169751 loss: 1.171955 eta: 1 day, 7:46:05 batch_cost: 2.2423 data_cost: 0.0010 ips: 12.4874 images/s [11/19 09:41:05] ppdet.engine INFO: Epoch: [83] [3000/3251] learning_rate: 0.012486 loss_vfl: 0.759861 loss_bbox: 0.257249 loss_dfl: 0.170692 loss: 1.171799 eta: 1 day, 7:45:21 batch_cost: 2.1651 data_cost: 0.0010 ips: 12.9323 images/s [11/19 09:41:51] ppdet.engine INFO: Epoch: [83] [3020/3251] learning_rate: 0.012477 loss_vfl: 0.731808 loss_bbox: 0.255880 loss_dfl: 0.186168 loss: 1.172189 eta: 1 day, 7:44:37 batch_cost: 2.1755 data_cost: 0.0010 ips: 12.8706 images/s [11/19 09:42:37] ppdet.engine INFO: Epoch: [83] [3040/3251] learning_rate: 0.012468 loss_vfl: 0.716443 loss_bbox: 0.257158 loss_dfl: 0.183183 loss: 1.185517 eta: 1 day, 7:43:54 batch_cost: 2.1463 data_cost: 0.0009 ips: 13.0457 images/s [11/19 09:43:26] ppdet.engine INFO: Epoch: [83] [3060/3251] learning_rate: 0.012458 loss_vfl: 0.766446 loss_bbox: 0.237112 loss_dfl: 0.170907 loss: 1.158263 eta: 1 day, 7:43:10 batch_cost: 2.3373 data_cost: 0.0011 ips: 11.9798 images/s [11/19 09:44:14] ppdet.engine INFO: Epoch: [83] [3080/3251] learning_rate: 0.012449 loss_vfl: 0.742962 loss_bbox: 0.255847 loss_dfl: 0.173018 loss: 1.173083 eta: 1 day, 7:42:27 batch_cost: 2.2440 data_cost: 0.0009 ips: 12.4779 images/s [11/19 09:45:00] ppdet.engine INFO: Epoch: [83] [3100/3251] learning_rate: 0.012440 loss_vfl: 0.743568 loss_bbox: 0.264584 loss_dfl: 0.184282 loss: 1.195111 eta: 1 day, 7:41:43 batch_cost: 2.0821 data_cost: 0.0010 ips: 13.4480 images/s [11/19 09:45:45] ppdet.engine INFO: Epoch: [83] [3120/3251] learning_rate: 0.012430 loss_vfl: 0.751221 loss_bbox: 0.276596 loss_dfl: 0.186757 loss: 1.201060 eta: 1 day, 7:40:59 batch_cost: 2.1861 data_cost: 0.0009 ips: 12.8082 images/s [11/19 09:46:34] ppdet.engine INFO: Epoch: [83] [3140/3251] learning_rate: 0.012421 loss_vfl: 0.737604 loss_bbox: 0.242408 loss_dfl: 0.172776 loss: 1.177351 eta: 1 day, 7:40:16 batch_cost: 2.3414 data_cost: 0.0011 ips: 11.9585 images/s [11/19 09:47:20] ppdet.engine INFO: Epoch: [83] [3160/3251] learning_rate: 0.012412 loss_vfl: 0.741986 loss_bbox: 0.237441 loss_dfl: 0.167572 loss: 1.151790 eta: 1 day, 7:39:32 batch_cost: 2.1178 data_cost: 0.0016 ips: 13.2214 images/s [11/19 09:48:07] ppdet.engine INFO: Epoch: [83] [3180/3251] learning_rate: 0.012402 loss_vfl: 0.772223 loss_bbox: 0.221068 loss_dfl: 0.162898 loss: 1.160110 eta: 1 day, 7:38:48 batch_cost: 2.2631 data_cost: 0.0010 ips: 12.3722 images/s [11/19 09:48:54] ppdet.engine INFO: Epoch: [83] [3200/3251] learning_rate: 0.012393 loss_vfl: 0.726875 loss_bbox: 0.246065 loss_dfl: 0.182627 loss: 1.191785 eta: 1 day, 7:38:05 batch_cost: 2.2249 data_cost: 0.0016 ips: 12.5850 images/s [11/19 09:49:42] ppdet.engine INFO: Epoch: [83] [3220/3251] learning_rate: 0.012384 loss_vfl: 0.729552 loss_bbox: 0.275133 loss_dfl: 0.182953 loss: 1.214314 eta: 1 day, 7:37:21 batch_cost: 2.2536 data_cost: 0.0010 ips: 12.4245 images/s [11/19 09:50:28] ppdet.engine INFO: Epoch: [83] [3240/3251] learning_rate: 0.012374 loss_vfl: 0.735380 loss_bbox: 0.262635 loss_dfl: 0.182006 loss: 1.180080 eta: 1 day, 7:36:37 batch_cost: 2.1488 data_cost: 0.0015 ips: 13.0308 images/s [11/19 09:50:47] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_lcnet_2_5x_640_mainbody [11/19 09:50:47] ppdet.engine INFO: Eval iter: 0 [11/19 09:51:35] ppdet.engine INFO: Eval iter: 100 [11/19 09:52:02] ppdet.engine INFO: Eval iter: 200 [11/19 09:52:31] ppdet.engine INFO: Eval iter: 300 [11/19 09:52:57] ppdet.engine INFO: Eval iter: 400 [11/19 09:53:25] ppdet.engine INFO: Eval iter: 500 [11/19 09:53:52] ppdet.engine INFO: Eval iter: 600 [11/19 09:54:19] ppdet.engine INFO: Eval iter: 700 [11/19 09:54:49] ppdet.engine INFO: Eval iter: 800 [11/19 09:55:18] ppdet.engine INFO: Eval iter: 900 [11/19 09:55:46] ppdet.engine INFO: Eval iter: 1000 [11/19 09:56:15] ppdet.engine INFO: Eval iter: 1100 [11/19 09:56:41] ppdet.engine INFO: Eval iter: 1200 [11/19 09:57:07] ppdet.engine INFO: Eval iter: 1300 [11/19 09:57:33] ppdet.engine INFO: Eval iter: 1400 [11/19 09:58:00] ppdet.engine INFO: Eval iter: 1500 [11/19 09:58:27] ppdet.engine INFO: Eval iter: 1600 [11/19 09:58:54] ppdet.engine INFO: Eval iter: 1700 [11/19 09:59:20] ppdet.engine INFO: Eval iter: 1800 [11/19 09:59:48] ppdet.engine INFO: Eval iter: 1900 [11/19 10:00:16] ppdet.engine INFO: Eval iter: 2000 [11/19 10:00:43] ppdet.engine INFO: Eval iter: 2100 [11/19 10:01:11] ppdet.engine INFO: Eval iter: 2200 [11/19 10:01:40] ppdet.engine INFO: Eval iter: 2300 [11/19 10:02:38] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json. loading annotations into memory... Done (t=2.09s) creating index... index created! [11/19 10:02:40] ppdet.metrics.coco_utils INFO: Start evaluate... Loading and preparing results... DONE (t=15.11s) creating index... index created! Running per image evaluation... Evaluate annotation type *bbox* DONE (t=378.32s). Accumulating evaluation results... DONE (t=30.62s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.400 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.595 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.427 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.235 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.472 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.510 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.085 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.401 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.611 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.375 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.638 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.765 [11/19 10:09:48] ppdet.engine INFO: Total sample number: 19074, averge FPS: 28.113406952369914 [11/19 10:09:48] ppdet.engine INFO: Best test bbox ap is 0.415. [11/19 10:09:49] ppdet.engine INFO: Epoch: [84] [ 0/3251] learning_rate: 0.012369 loss_vfl: 0.751462 loss_bbox: 0.281806 loss_dfl: 0.191744 loss: 1.222484 eta: 1 day, 7:36:11 batch_cost: 1.4131 data_cost: 0.0013 ips: 19.8149 images/s [11/19 10:10:40] ppdet.engine INFO: Epoch: [84] [ 20/3251] learning_rate: 0.012360 loss_vfl: 0.751136 loss_bbox: 0.255761 loss_dfl: 0.175984 loss: 1.153063 eta: 1 day, 7:35:27 batch_cost: 2.3132 data_cost: 0.0011 ips: 12.1045 images/s [11/19 10:11:30] ppdet.engine INFO: Epoch: [84] [ 40/3251] learning_rate: 0.012351 loss_vfl: 0.744997 loss_bbox: 0.257098 loss_dfl: 0.180618 loss: 1.185670 eta: 1 day, 7:34:44 batch_cost: 2.3950 data_cost: 0.0010 ips: 11.6910 images/s [11/19 10:12:16] ppdet.engine INFO: Epoch: [84] [ 60/3251] learning_rate: 0.012341 loss_vfl: 0.739165 loss_bbox: 0.236320 loss_dfl: 0.163159 loss: 1.139311 eta: 1 day, 7:34:01 batch_cost: 2.1500 data_cost: 0.0014 ips: 13.0230 images/s [11/19 10:13:04] ppdet.engine INFO: Epoch: [84] [ 80/3251] learning_rate: 0.012332 loss_vfl: 0.698921 loss_bbox: 0.252787 loss_dfl: 0.173345 loss: 1.131647 eta: 1 day, 7:33:17 batch_cost: 2.2187 data_cost: 0.0010 ips: 12.6201 images/s [11/19 10:13:54] ppdet.engine INFO: Epoch: [84] [ 100/3251] learning_rate: 0.012323 loss_vfl: 0.720364 loss_bbox: 0.261593 loss_dfl: 0.183076 loss: 1.171000 eta: 1 day, 7:32:34 batch_cost: 2.3583 data_cost: 0.0010 ips: 11.8730 images/s [11/19 10:14:42] ppdet.engine INFO: Epoch: [84] [ 120/3251] learning_rate: 0.012314 loss_vfl: 0.745577 loss_bbox: 0.266835 loss_dfl: 0.183523 loss: 1.197222 eta: 1 day, 7:31:50 batch_cost: 2.2607 data_cost: 0.0009 ips: 12.3857 images/s [11/19 10:15:31] ppdet.engine INFO: Epoch: [84] [ 140/3251] learning_rate: 0.012304 loss_vfl: 0.740173 loss_bbox: 0.266072 loss_dfl: 0.178943 loss: 1.204036 eta: 1 day, 7:31:07 batch_cost: 2.3399 data_cost: 0.0011 ips: 11.9665 images/s [11/19 10:16:16] ppdet.engine INFO: Epoch: [84] [ 160/3251] learning_rate: 0.012295 loss_vfl: 0.732078 loss_bbox: 0.248191 loss_dfl: 0.171864 loss: 1.161840 eta: 1 day, 7:30:23 batch_cost: 2.1257 data_cost: 0.0010 ips: 13.1722 images/s [11/19 10:17:03] ppdet.engine INFO: Epoch: [84] [ 180/3251] learning_rate: 0.012286 loss_vfl: 0.740664 loss_bbox: 0.267674 loss_dfl: 0.180730 loss: 1.189463 eta: 1 day, 7:29:40 batch_cost: 2.2111 data_cost: 0.0011 ips: 12.6632 images/s [11/19 10:17:49] ppdet.engine INFO: Epoch: [84] [ 200/3251] learning_rate: 0.012276 loss_vfl: 0.753597 loss_bbox: 0.229362 loss_dfl: 0.177955 loss: 1.141192 eta: 1 day, 7:28:56 batch_cost: 2.1437 data_cost: 0.0014 ips: 13.0612 images/s [11/19 10:18:34] ppdet.engine INFO: Epoch: [84] [ 220/3251] learning_rate: 0.012267 loss_vfl: 0.730608 loss_bbox: 0.262726 loss_dfl: 0.180972 loss: 1.199208 eta: 1 day, 7:28:12 batch_cost: 2.1139 data_cost: 0.0011 ips: 13.2456 images/s [11/19 10:19:21] ppdet.engine INFO: Epoch: [84] [ 240/3251] learning_rate: 0.012258 loss_vfl: 0.756733 loss_bbox: 0.235439 loss_dfl: 0.174820 loss: 1.132441 eta: 1 day, 7:27:28 batch_cost: 2.2661 data_cost: 0.0010 ips: 12.3563 images/s [11/19 10:20:10] ppdet.engine INFO: Epoch: [84] [ 260/3251] learning_rate: 0.012249 loss_vfl: 0.731178 loss_bbox: 0.245428 loss_dfl: 0.176877 loss: 1.178790 eta: 1 day, 7:26:45 batch_cost: 2.2289 data_cost: 0.0012 ips: 12.5621 images/s [11/19 10:20:56] ppdet.engine INFO: Epoch: [84] [ 280/3251] learning_rate: 0.012239 loss_vfl: 0.736369 loss_bbox: 0.245324 loss_dfl: 0.168208 loss: 1.148149 eta: 1 day, 7:26:00 batch_cost: 2.1068 data_cost: 0.0011 ips: 13.2902 images/s [11/19 10:21:43] ppdet.engine INFO: Epoch: [84] [ 300/3251] learning_rate: 0.012230 loss_vfl: 0.741574 loss_bbox: 0.254363 loss_dfl: 0.185280 loss: 1.179996 eta: 1 day, 7:25:17 batch_cost: 2.1769 data_cost: 0.0012 ips: 12.8626 images/s [11/19 10:22:29] ppdet.engine INFO: Epoch: [84] [ 320/3251] learning_rate: 0.012221 loss_vfl: 0.740559 loss_bbox: 0.270415 loss_dfl: 0.180822 loss: 1.183506 eta: 1 day, 7:24:33 batch_cost: 2.1990 data_cost: 0.0010 ips: 12.7331 images/s [11/19 10:23:16] ppdet.engine INFO: Epoch: [84] [ 340/3251] learning_rate: 0.012212 loss_vfl: 0.728913 loss_bbox: 0.223791 loss_dfl: 0.157793 loss: 1.104026 eta: 1 day, 7:23:49 batch_cost: 2.2404 data_cost: 0.0011 ips: 12.4976 images/s Corrupt JPEG data: 33378 extraneous bytes before marker 0xe2 [11/19 10:24:04] ppdet.engine INFO: Epoch: [84] [ 360/3251] learning_rate: 0.012202 loss_vfl: 0.713122 loss_bbox: 0.237701 loss_dfl: 0.160214 loss: 1.143536 eta: 1 day, 7:23:06 batch_cost: 2.2028 data_cost: 0.0010 ips: 12.7109 images/s [11/19 10:24:50] ppdet.engine INFO: Epoch: [84] [ 380/3251] learning_rate: 0.012193 loss_vfl: 0.742884 loss_bbox: 0.260486 loss_dfl: 0.179930 loss: 1.189269 eta: 1 day, 7:22:22 batch_cost: 2.1611 data_cost: 0.0010 ips: 12.9565 images/s [11/19 10:25:39] ppdet.engine INFO: Epoch: [84] [ 400/3251] learning_rate: 0.012184 loss_vfl: 0.746194 loss_bbox: 0.256011 loss_dfl: 0.172450 loss: 1.182005 eta: 1 day, 7:21:38 batch_cost: 2.2661 data_cost: 0.0039 ips: 12.3561 images/s [11/19 10:26:26] ppdet.engine INFO: Epoch: [84] [ 420/3251] learning_rate: 0.012175 loss_vfl: 0.788119 loss_bbox: 0.248677 loss_dfl: 0.174767 loss: 1.203949 eta: 1 day, 7:20:55 batch_cost: 2.2377 data_cost: 0.0010 ips: 12.5129 images/s [11/19 10:27:12] ppdet.engine INFO: Epoch: [84] [ 440/3251] learning_rate: 0.012165 loss_vfl: 0.717854 loss_bbox: 0.279797 loss_dfl: 0.192993 loss: 1.185115 eta: 1 day, 7:20:11 batch_cost: 2.1667 data_cost: 0.0009 ips: 12.9227 images/s [11/19 10:27:58] ppdet.engine INFO: Epoch: [84] [ 460/3251] learning_rate: 0.012156 loss_vfl: 0.741598 loss_bbox: 0.255576 loss_dfl: 0.163465 loss: 1.139021 eta: 1 day, 7:19:27 batch_cost: 2.1801 data_cost: 0.0018 ips: 12.8434 images/s [11/19 10:28:45] ppdet.engine INFO: Epoch: [84] [ 480/3251] learning_rate: 0.012147 loss_vfl: 0.731579 loss_bbox: 0.263899 loss_dfl: 0.183013 loss: 1.168149 eta: 1 day, 7:18:44 batch_cost: 2.2870 data_cost: 0.0009 ips: 12.2431 images/s [11/19 10:29:30] ppdet.engine INFO: Epoch: [84] [ 500/3251] learning_rate: 0.012138 loss_vfl: 0.721706 loss_bbox: 0.255583 loss_dfl: 0.170747 loss: 1.173732 eta: 1 day, 7:18:00 batch_cost: 2.1500 data_cost: 0.0010 ips: 13.0232 images/s [11/19 10:30:18] ppdet.engine INFO: Epoch: [84] [ 520/3251] learning_rate: 0.012128 loss_vfl: 0.728984 loss_bbox: 0.287040 loss_dfl: 0.192940 loss: 1.196962 eta: 1 day, 7:17:17 batch_cost: 2.2929 data_cost: 0.0009 ips: 12.2118 images/s [11/19 10:31:04] ppdet.engine INFO: Epoch: [84] [ 540/3251] learning_rate: 0.012119 loss_vfl: 0.744493 loss_bbox: 0.297941 loss_dfl: 0.198631 loss: 1.243868 eta: 1 day, 7:16:33 batch_cost: 2.0713 data_cost: 0.0010 ips: 13.5178 images/s [11/19 10:31:52] ppdet.engine INFO: Epoch: [84] [ 560/3251] learning_rate: 0.012110 loss_vfl: 0.738998 loss_bbox: 0.269059 loss_dfl: 0.177551 loss: 1.159286 eta: 1 day, 7:15:49 batch_cost: 2.3178 data_cost: 0.0010 ips: 12.0804 images/s [11/19 10:32:39] ppdet.engine INFO: Epoch: [84] [ 580/3251] learning_rate: 0.012101 loss_vfl: 0.731033 loss_bbox: 0.249121 loss_dfl: 0.174276 loss: 1.143922 eta: 1 day, 7:15:06 batch_cost: 2.2185 data_cost: 0.0010 ips: 12.6210 images/s [11/19 10:33:27] ppdet.engine INFO: Epoch: [84] [ 600/3251] learning_rate: 0.012091 loss_vfl: 0.713285 loss_bbox: 0.269130 loss_dfl: 0.179671 loss: 1.167925 eta: 1 day, 7:14:22 batch_cost: 2.2797 data_cost: 0.0009 ips: 12.2825 images/s [11/19 10:34:15] ppdet.engine INFO: Epoch: [84] [ 620/3251] learning_rate: 0.012082 loss_vfl: 0.780299 loss_bbox: 0.237970 loss_dfl: 0.162555 loss: 1.165563 eta: 1 day, 7:13:39 batch_cost: 2.2247 data_cost: 0.0010 ips: 12.5861 images/s [11/19 10:35:02] ppdet.engine INFO: Epoch: [84] [ 640/3251] learning_rate: 0.012073 loss_vfl: 0.731200 loss_bbox: 0.284192 loss_dfl: 0.198355 loss: 1.190798 eta: 1 day, 7:12:55 batch_cost: 2.2802 data_cost: 0.0010 ips: 12.2797 images/s [11/19 10:35:48] ppdet.engine INFO: Epoch: [84] [ 660/3251] learning_rate: 0.012064 loss_vfl: 0.744400 loss_bbox: 0.256956 loss_dfl: 0.183540 loss: 1.164515 eta: 1 day, 7:12:11 batch_cost: 2.1546 data_cost: 0.0009 ips: 12.9956 images/s [11/19 10:36:37] ppdet.engine INFO: Epoch: [84] [ 680/3251] learning_rate: 0.012055 loss_vfl: 0.733994 loss_bbox: 0.285572 loss_dfl: 0.187692 loss: 1.200394 eta: 1 day, 7:11:28 batch_cost: 2.3429 data_cost: 0.0012 ips: 11.9508 images/s [11/19 10:37:24] ppdet.engine INFO: Epoch: [84] [ 700/3251] learning_rate: 0.012045 loss_vfl: 0.749974 loss_bbox: 0.252668 loss_dfl: 0.186997 loss: 1.215521 eta: 1 day, 7:10:44 batch_cost: 2.1594 data_cost: 0.0011 ips: 12.9665 images/s [11/19 10:38:11] ppdet.engine INFO: Epoch: [84] [ 720/3251] learning_rate: 0.012036 loss_vfl: 0.749617 loss_bbox: 0.274323 loss_dfl: 0.173963 loss: 1.201911 eta: 1 day, 7:10:01 batch_cost: 2.1548 data_cost: 0.0010 ips: 12.9944 images/s [11/19 10:38:59] ppdet.engine INFO: Epoch: [84] [ 740/3251] learning_rate: 0.012027 loss_vfl: 0.737731 loss_bbox: 0.250904 loss_dfl: 0.176204 loss: 1.167413 eta: 1 day, 7:09:17 batch_cost: 2.2539 data_cost: 0.0010 ips: 12.4229 images/s [11/19 10:39:46] ppdet.engine INFO: Epoch: [84] [ 760/3251] learning_rate: 0.012018 loss_vfl: 0.734270 loss_bbox: 0.252461 loss_dfl: 0.180267 loss: 1.164934 eta: 1 day, 7:08:33 batch_cost: 2.1795 data_cost: 0.0010 ips: 12.8467 images/s [11/19 10:40:35] ppdet.engine INFO: Epoch: [84] [ 780/3251] learning_rate: 0.012009 loss_vfl: 0.727064 loss_bbox: 0.247453 loss_dfl: 0.168768 loss: 1.165425 eta: 1 day, 7:07:50 batch_cost: 2.3100 data_cost: 0.0009 ips: 12.1214 images/s [11/19 10:41:23] ppdet.engine INFO: Epoch: [84] [ 800/3251] learning_rate: 0.012000 loss_vfl: 0.741152 loss_bbox: 0.266325 loss_dfl: 0.183057 loss: 1.176038 eta: 1 day, 7:07:06 batch_cost: 2.2457 data_cost: 0.0016 ips: 12.4681 images/s [11/19 10:42:11] ppdet.engine INFO: Epoch: [84] [ 820/3251] learning_rate: 0.011990 loss_vfl: 0.736712 loss_bbox: 0.256563 loss_dfl: 0.177496 loss: 1.189049 eta: 1 day, 7:06:23 batch_cost: 2.2842 data_cost: 0.0009 ips: 12.2579 images/s [11/19 10:42:57] ppdet.engine INFO: Epoch: [84] [ 840/3251] learning_rate: 0.011981 loss_vfl: 0.740463 loss_bbox: 0.262267 loss_dfl: 0.175839 loss: 1.185843 eta: 1 day, 7:05:39 batch_cost: 2.1252 data_cost: 0.0010 ips: 13.1751 images/s [11/19 10:43:44] ppdet.engine INFO: Epoch: [84] [ 860/3251] learning_rate: 0.011972 loss_vfl: 0.730420 loss_bbox: 0.268338 loss_dfl: 0.175460 loss: 1.205086 eta: 1 day, 7:04:55 batch_cost: 2.1865 data_cost: 0.0009 ips: 12.8060 images/s [11/19 10:44:32] ppdet.engine INFO: Epoch: [84] [ 880/3251] learning_rate: 0.011963 loss_vfl: 0.730032 loss_bbox: 0.244867 loss_dfl: 0.176537 loss: 1.143170 eta: 1 day, 7:04:12 batch_cost: 2.2890 data_cost: 0.0013 ips: 12.2324 images/s [11/19 10:45:19] ppdet.engine INFO: Epoch: [84] [ 900/3251] learning_rate: 0.011954 loss_vfl: 0.737376 loss_bbox: 0.231153 loss_dfl: 0.176250 loss: 1.124800 eta: 1 day, 7:03:28 batch_cost: 2.2615 data_cost: 0.0009 ips: 12.3812 images/s [11/19 10:46:03] ppdet.engine INFO: Epoch: [84] [ 920/3251] learning_rate: 0.011945 loss_vfl: 0.714171 loss_bbox: 0.231934 loss_dfl: 0.174630 loss: 1.175181 eta: 1 day, 7:02:44 batch_cost: 2.0334 data_cost: 0.0010 ips: 13.7701 images/s [11/19 10:46:52] ppdet.engine INFO: Epoch: [84] [ 940/3251] learning_rate: 0.011935 loss_vfl: 0.756278 loss_bbox: 0.233882 loss_dfl: 0.172197 loss: 1.132675 eta: 1 day, 7:02:01 batch_cost: 2.2724 data_cost: 0.0009 ips: 12.3219 images/s [11/19 10:47:40] ppdet.engine INFO: Epoch: [84] [ 960/3251] learning_rate: 0.011926 loss_vfl: 0.709456 loss_bbox: 0.236852 loss_dfl: 0.171245 loss: 1.162700 eta: 1 day, 7:01:17 batch_cost: 2.2741 data_cost: 0.0011 ips: 12.3125 images/s [11/19 10:48:29] ppdet.engine INFO: Epoch: [84] [ 980/3251] learning_rate: 0.011917 loss_vfl: 0.746276 loss_bbox: 0.259020 loss_dfl: 0.187285 loss: 1.173321 eta: 1 day, 7:00:34 batch_cost: 2.2772 data_cost: 0.0009 ips: 12.2955 images/s [11/19 10:49:17] ppdet.engine INFO: Epoch: [84] [1000/3251] learning_rate: 0.011908 loss_vfl: 0.741645 loss_bbox: 0.272353 loss_dfl: 0.188237 loss: 1.205991 eta: 1 day, 6:59:50 batch_cost: 2.2670 data_cost: 0.0010 ips: 12.3512 images/s [11/19 10:50:04] ppdet.engine INFO: Epoch: [84] [1020/3251] learning_rate: 0.011899 loss_vfl: 0.729907 loss_bbox: 0.274656 loss_dfl: 0.193238 loss: 1.205288 eta: 1 day, 6:59:07 batch_cost: 2.1536 data_cost: 0.0009 ips: 13.0014 images/s [11/19 10:50:51] ppdet.engine INFO: Epoch: [84] [1040/3251] learning_rate: 0.011890 loss_vfl: 0.753323 loss_bbox: 0.243342 loss_dfl: 0.179651 loss: 1.178333 eta: 1 day, 6:58:23 batch_cost: 2.2158 data_cost: 0.0010 ips: 12.6363 images/s [11/19 10:51:38] ppdet.engine INFO: Epoch: [84] [1060/3251] learning_rate: 0.011880 loss_vfl: 0.742306 loss_bbox: 0.267881 loss_dfl: 0.189367 loss: 1.199147 eta: 1 day, 6:57:39 batch_cost: 2.2291 data_cost: 0.0011 ips: 12.5609 images/s [11/19 10:52:26] ppdet.engine INFO: Epoch: [84] [1080/3251] learning_rate: 0.011871 loss_vfl: 0.735240 loss_bbox: 0.223393 loss_dfl: 0.165117 loss: 1.142153 eta: 1 day, 6:56:56 batch_cost: 2.3003 data_cost: 0.0010 ips: 12.1725 images/s [11/19 10:53:13] ppdet.engine INFO: Epoch: [84] [1100/3251] learning_rate: 0.011862 loss_vfl: 0.752621 loss_bbox: 0.267747 loss_dfl: 0.176435 loss: 1.172647 eta: 1 day, 6:56:12 batch_cost: 2.1762 data_cost: 0.0010 ips: 12.8662 images/s [11/19 10:53:59] ppdet.engine INFO: Epoch: [84] [1120/3251] learning_rate: 0.011853 loss_vfl: 0.711293 loss_bbox: 0.240641 loss_dfl: 0.169591 loss: 1.122663 eta: 1 day, 6:55:28 batch_cost: 2.1607 data_cost: 0.0017 ips: 12.9586 images/s [11/19 10:54:47] ppdet.engine INFO: Epoch: [84] [1140/3251] learning_rate: 0.011844 loss_vfl: 0.748982 loss_bbox: 0.243543 loss_dfl: 0.165727 loss: 1.173469 eta: 1 day, 6:54:45 batch_cost: 2.3142 data_cost: 0.0009 ips: 12.0993 images/s [11/19 10:55:33] ppdet.engine INFO: Epoch: [84] [1160/3251] learning_rate: 0.011835 loss_vfl: 0.735924 loss_bbox: 0.244011 loss_dfl: 0.164668 loss: 1.168873 eta: 1 day, 6:54:01 batch_cost: 2.1899 data_cost: 0.0015 ips: 12.7859 images/s [11/19 10:56:19] ppdet.engine INFO: Epoch: [84] [1180/3251] learning_rate: 0.011826 loss_vfl: 0.743977 loss_bbox: 0.248150 loss_dfl: 0.175661 loss: 1.188435 eta: 1 day, 6:53:18 batch_cost: 2.1709 data_cost: 0.0010 ips: 12.8976 images/s [11/19 10:57:05] ppdet.engine INFO: Epoch: [84] [1200/3251] learning_rate: 0.011817 loss_vfl: 0.735317 loss_bbox: 0.234023 loss_dfl: 0.178469 loss: 1.164953 eta: 1 day, 6:52:34 batch_cost: 2.2050 data_cost: 0.0009 ips: 12.6984 images/s [11/19 10:57:52] ppdet.engine INFO: Epoch: [84] [1220/3251] learning_rate: 0.011807 loss_vfl: 0.747621 loss_bbox: 0.227633 loss_dfl: 0.163162 loss: 1.154281 eta: 1 day, 6:51:50 batch_cost: 2.1566 data_cost: 0.0012 ips: 12.9834 images/s [11/19 10:58:38] ppdet.engine INFO: Epoch: [84] [1240/3251] learning_rate: 0.011798 loss_vfl: 0.735908 loss_bbox: 0.238787 loss_dfl: 0.168114 loss: 1.159671 eta: 1 day, 6:51:06 batch_cost: 2.2108 data_cost: 0.0009 ips: 12.6652 images/s [11/19 10:59:24] ppdet.engine INFO: Epoch: [84] [1260/3251] learning_rate: 0.011789 loss_vfl: 0.759220 loss_bbox: 0.259165 loss_dfl: 0.181531 loss: 1.175359 eta: 1 day, 6:50:23 batch_cost: 2.1657 data_cost: 0.0009 ips: 12.9290 images/s [11/19 11:00:12] ppdet.engine INFO: Epoch: [84] [1280/3251] learning_rate: 0.011780 loss_vfl: 0.754344 loss_bbox: 0.246608 loss_dfl: 0.162536 loss: 1.142773 eta: 1 day, 6:49:39 batch_cost: 2.3060 data_cost: 0.0011 ips: 12.1425 images/s [11/19 11:00:57] ppdet.engine INFO: Epoch: [84] [1300/3251] learning_rate: 0.011771 loss_vfl: 0.714684 loss_bbox: 0.243200 loss_dfl: 0.171139 loss: 1.132381 eta: 1 day, 6:48:55 batch_cost: 2.1593 data_cost: 0.0010 ips: 12.9674 images/s [11/19 11:01:47] ppdet.engine INFO: Epoch: [84] [1320/3251] learning_rate: 0.011762 loss_vfl: 0.734318 loss_bbox: 0.258683 loss_dfl: 0.181202 loss: 1.188476 eta: 1 day, 6:48:12 batch_cost: 2.3708 data_cost: 0.0012 ips: 11.8101 images/s [11/19 11:02:34] ppdet.engine INFO: Epoch: [84] [1340/3251] learning_rate: 0.011753 loss_vfl: 0.742742 loss_bbox: 0.244274 loss_dfl: 0.168459 loss: 1.153944 eta: 1 day, 6:47:29 batch_cost: 2.2189 data_cost: 0.0013 ips: 12.6188 images/s [11/19 11:03:24] ppdet.engine INFO: Epoch: [84] [1360/3251] learning_rate: 0.011744 loss_vfl: 0.730318 loss_bbox: 0.233103 loss_dfl: 0.166133 loss: 1.125718 eta: 1 day, 6:46:46 batch_cost: 2.3924 data_cost: 0.0011 ips: 11.7035 images/s [11/19 11:04:11] ppdet.engine INFO: Epoch: [84] [1380/3251] learning_rate: 0.011735 loss_vfl: 0.740182 loss_bbox: 0.220517 loss_dfl: 0.156778 loss: 1.106902 eta: 1 day, 6:46:02 batch_cost: 2.2142 data_cost: 0.0010 ips: 12.6457 images/s [11/19 11:04:59] ppdet.engine INFO: Epoch: [84] [1400/3251] learning_rate: 0.011726 loss_vfl: 0.735972 loss_bbox: 0.250994 loss_dfl: 0.173528 loss: 1.158065 eta: 1 day, 6:45:19 batch_cost: 2.2622 data_cost: 0.0009 ips: 12.3775 images/s [11/19 11:05:47] ppdet.engine INFO: Epoch: [84] [1420/3251] learning_rate: 0.011717 loss_vfl: 0.738951 loss_bbox: 0.281356 loss_dfl: 0.190419 loss: 1.195740 eta: 1 day, 6:44:35 batch_cost: 2.2535 data_cost: 0.0010 ips: 12.4250 images/s [11/19 11:06:33] ppdet.engine INFO: Epoch: [84] [1440/3251] learning_rate: 0.011707 loss_vfl: 0.742433 loss_bbox: 0.269031 loss_dfl: 0.185361 loss: 1.164382 eta: 1 day, 6:43:51 batch_cost: 2.1894 data_cost: 0.0009 ips: 12.7887 images/s [11/19 11:07:20] ppdet.engine INFO: Epoch: [84] [1460/3251] learning_rate: 0.011698 loss_vfl: 0.731465 loss_bbox: 0.244127 loss_dfl: 0.176936 loss: 1.203651 eta: 1 day, 6:43:08 batch_cost: 2.2341 data_cost: 0.0010 ips: 12.5328 images/s [11/19 11:08:07] ppdet.engine INFO: Epoch: [84] [1480/3251] learning_rate: 0.011689 loss_vfl: 0.726835 loss_bbox: 0.260708 loss_dfl: 0.182661 loss: 1.162651 eta: 1 day, 6:42:24 batch_cost: 2.2423 data_cost: 0.0010 ips: 12.4874 images/s [11/19 11:08:53] ppdet.engine INFO: Epoch: [84] [1500/3251] learning_rate: 0.011680 loss_vfl: 0.707705 loss_bbox: 0.251332 loss_dfl: 0.177468 loss: 1.112952 eta: 1 day, 6:41:40 batch_cost: 2.1270 data_cost: 0.0010 ips: 13.1643 images/s [11/19 11:09:43] ppdet.engine INFO: Epoch: [84] [1520/3251] learning_rate: 0.011671 loss_vfl: 0.718774 loss_bbox: 0.254113 loss_dfl: 0.176819 loss: 1.128614 eta: 1 day, 6:40:57 batch_cost: 2.3906 data_cost: 0.0011 ips: 11.7123 images/s [11/19 11:10:30] ppdet.engine INFO: Epoch: [84] [1540/3251] learning_rate: 0.011662 loss_vfl: 0.740455 loss_bbox: 0.243915 loss_dfl: 0.166683 loss: 1.153865 eta: 1 day, 6:40:14 batch_cost: 2.2069 data_cost: 0.0010 ips: 12.6878 images/s [11/19 11:11:17] ppdet.engine INFO: Epoch: [84] [1560/3251] learning_rate: 0.011653 loss_vfl: 0.726497 loss_bbox: 0.274446 loss_dfl: 0.176146 loss: 1.175569 eta: 1 day, 6:39:30 batch_cost: 2.2192 data_cost: 0.0011 ips: 12.6170 images/s [11/19 11:12:06] ppdet.engine INFO: Epoch: [84] [1580/3251] learning_rate: 0.011644 loss_vfl: 0.722687 loss_bbox: 0.252611 loss_dfl: 0.178734 loss: 1.188939 eta: 1 day, 6:38:47 batch_cost: 2.3464 data_cost: 0.0014 ips: 11.9333 images/s [11/19 11:12:53] ppdet.engine INFO: Epoch: [84] [1600/3251] learning_rate: 0.011635 loss_vfl: 0.721441 loss_bbox: 0.255584 loss_dfl: 0.171567 loss: 1.140074 eta: 1 day, 6:38:03 batch_cost: 2.2635 data_cost: 0.0009 ips: 12.3700 images/s [11/19 11:13:41] ppdet.engine INFO: Epoch: [84] [1620/3251] learning_rate: 0.011626 loss_vfl: 0.736448 loss_bbox: 0.273948 loss_dfl: 0.191729 loss: 1.222252 eta: 1 day, 6:37:20 batch_cost: 2.2411 data_cost: 0.0009 ips: 12.4940 images/s [11/19 11:14:27] ppdet.engine INFO: Epoch: [84] [1640/3251] learning_rate: 0.011617 loss_vfl: 0.736835 loss_bbox: 0.259960 loss_dfl: 0.171497 loss: 1.208204 eta: 1 day, 6:36:36 batch_cost: 2.1955 data_cost: 0.0016 ips: 12.7532 images/s [11/19 11:15:15] ppdet.engine INFO: Epoch: [84] [1660/3251] learning_rate: 0.011608 loss_vfl: 0.747056 loss_bbox: 0.233845 loss_dfl: 0.168126 loss: 1.151348 eta: 1 day, 6:35:52 batch_cost: 2.2583 data_cost: 0.0009 ips: 12.3988 images/s [11/19 11:16:01] ppdet.engine INFO: Epoch: [84] [1680/3251] learning_rate: 0.011599 loss_vfl: 0.751205 loss_bbox: 0.240740 loss_dfl: 0.172370 loss: 1.162696 eta: 1 day, 6:35:09 batch_cost: 2.1946 data_cost: 0.0012 ips: 12.7583 images/s [11/19 11:16:48] ppdet.engine INFO: Epoch: [84] [1700/3251] learning_rate: 0.011590 loss_vfl: 0.705768 loss_bbox: 0.226264 loss_dfl: 0.172174 loss: 1.119819 eta: 1 day, 6:34:25 batch_cost: 2.1812 data_cost: 0.0013 ips: 12.8368 images/s [11/19 11:17:35] ppdet.engine INFO: Epoch: [84] [1720/3251] learning_rate: 0.011581 loss_vfl: 0.742218 loss_bbox: 0.250330 loss_dfl: 0.157809 loss: 1.174773 eta: 1 day, 6:33:42 batch_cost: 2.2757 data_cost: 0.0009 ips: 12.3038 images/s [11/19 11:18:23] ppdet.engine INFO: Epoch: [84] [1740/3251] learning_rate: 0.011572 loss_vfl: 0.718330 loss_bbox: 0.230602 loss_dfl: 0.164691 loss: 1.120458 eta: 1 day, 6:32:58 batch_cost: 2.2615 data_cost: 0.0024 ips: 12.3810 images/s [11/19 11:19:11] ppdet.engine INFO: Epoch: [84] [1760/3251] learning_rate: 0.011563 loss_vfl: 0.721278 loss_bbox: 0.245939 loss_dfl: 0.167992 loss: 1.154115 eta: 1 day, 6:32:15 batch_cost: 2.2749 data_cost: 0.0011 ips: 12.3081 images/s [11/19 11:19:58] ppdet.engine INFO: Epoch: [84] [1780/3251] learning_rate: 0.011554 loss_vfl: 0.742375 loss_bbox: 0.258010 loss_dfl: 0.173495 loss: 1.172478 eta: 1 day, 6:31:31 batch_cost: 2.2395 data_cost: 0.0010 ips: 12.5029 images/s [11/19 11:20:46] ppdet.engine INFO: Epoch: [84] [1800/3251] learning_rate: 0.011545 loss_vfl: 0.722017 loss_bbox: 0.260772 loss_dfl: 0.174614 loss: 1.166886 eta: 1 day, 6:30:48 batch_cost: 2.2547 data_cost: 0.0010 ips: 12.4185 images/s [11/19 11:21:34] ppdet.engine INFO: Epoch: [84] [1820/3251] learning_rate: 0.011536 loss_vfl: 0.718710 loss_bbox: 0.233545 loss_dfl: 0.161559 loss: 1.124949 eta: 1 day, 6:30:04 batch_cost: 2.2783 data_cost: 0.0017 ips: 12.2897 images/s [11/19 11:22:22] ppdet.engine INFO: Epoch: [84] [1840/3251] learning_rate: 0.011527 loss_vfl: 0.734139 loss_bbox: 0.261091 loss_dfl: 0.182909 loss: 1.143771 eta: 1 day, 6:29:20 batch_cost: 2.2111 data_cost: 0.0011 ips: 12.6634 images/s [11/19 11:23:12] ppdet.engine INFO: Epoch: [84] [1860/3251] learning_rate: 0.011518 loss_vfl: 0.719547 loss_bbox: 0.232794 loss_dfl: 0.170597 loss: 1.160317 eta: 1 day, 6:28:37 batch_cost: 2.3468 data_cost: 0.0009 ips: 11.9311 images/s [11/19 11:23:58] ppdet.engine INFO: Epoch: [84] [1880/3251] learning_rate: 0.011509 loss_vfl: 0.725725 loss_bbox: 0.252395 loss_dfl: 0.182510 loss: 1.187410 eta: 1 day, 6:27:54 batch_cost: 2.2301 data_cost: 0.0010 ips: 12.5553 images/s [11/19 11:24:46] ppdet.engine INFO: Epoch: [84] [1900/3251] learning_rate: 0.011500 loss_vfl: 0.747402 loss_bbox: 0.248156 loss_dfl: 0.175124 loss: 1.179312 eta: 1 day, 6:27:10 batch_cost: 2.3085 data_cost: 0.0009 ips: 12.1291 images/s [11/19 11:25:33] ppdet.engine INFO: Epoch: [84] [1920/3251] learning_rate: 0.011491 loss_vfl: 0.736235 loss_bbox: 0.260540 loss_dfl: 0.188622 loss: 1.183835 eta: 1 day, 6:26:27 batch_cost: 2.2291 data_cost: 0.0009 ips: 12.5613 images/s [11/19 11:26:19] ppdet.engine INFO: Epoch: [84] [1940/3251] learning_rate: 0.011482 loss_vfl: 0.750295 loss_bbox: 0.252498 loss_dfl: 0.178507 loss: 1.187775 eta: 1 day, 6:25:43 batch_cost: 2.2074 data_cost: 0.0011 ips: 12.6846 images/s [11/19 11:27:05] ppdet.engine INFO: Epoch: [84] [1960/3251] learning_rate: 0.011473 loss_vfl: 0.726641 loss_bbox: 0.285609 loss_dfl: 0.200168 loss: 1.212995 eta: 1 day, 6:24:59 batch_cost: 2.1067 data_cost: 0.0010 ips: 13.2912 images/s [11/19 11:27:53] ppdet.engine INFO: Epoch: [84] [1980/3251] learning_rate: 0.011464 loss_vfl: 0.740710 loss_bbox: 0.248011 loss_dfl: 0.168653 loss: 1.198197 eta: 1 day, 6:24:16 batch_cost: 2.2883 data_cost: 0.0012 ips: 12.2361 images/s [11/19 11:28:41] ppdet.engine INFO: Epoch: [84] [2000/3251] learning_rate: 0.011455 loss_vfl: 0.728025 loss_bbox: 0.249215 loss_dfl: 0.170427 loss: 1.188281 eta: 1 day, 6:23:32 batch_cost: 2.2693 data_cost: 0.0010 ips: 12.3387 images/s [11/19 11:29:27] ppdet.engine INFO: Epoch: [84] [2020/3251] learning_rate: 0.011446 loss_vfl: 0.744740 loss_bbox: 0.265359 loss_dfl: 0.181747 loss: 1.211993 eta: 1 day, 6:22:48 batch_cost: 2.1718 data_cost: 0.0011 ips: 12.8923 images/s [11/19 11:30:15] ppdet.engine INFO: Epoch: [84] [2040/3251] learning_rate: 0.011437 loss_vfl: 0.736087 loss_bbox: 0.227169 loss_dfl: 0.171335 loss: 1.150831 eta: 1 day, 6:22:05 batch_cost: 2.2177 data_cost: 0.0011 ips: 12.6258 images/s [11/19 11:31:02] ppdet.engine INFO: Epoch: [84] [2060/3251] learning_rate: 0.011428 loss_vfl: 0.729616 loss_bbox: 0.237024 loss_dfl: 0.171653 loss: 1.140974 eta: 1 day, 6:21:21 batch_cost: 2.2413 data_cost: 0.0010 ips: 12.4927 images/s [11/19 11:31:50] ppdet.engine INFO: Epoch: [84] [2080/3251] learning_rate: 0.011419 loss_vfl: 0.725576 loss_bbox: 0.271124 loss_dfl: 0.181082 loss: 1.216532 eta: 1 day, 6:20:38 batch_cost: 2.2843 data_cost: 0.0009 ips: 12.2575 images/s [11/19 11:32:38] ppdet.engine INFO: Epoch: [84] [2100/3251] learning_rate: 0.011410 loss_vfl: 0.708708 loss_bbox: 0.240029 loss_dfl: 0.181279 loss: 1.129896 eta: 1 day, 6:19:54 batch_cost: 2.2273 data_cost: 0.0011 ips: 12.5713 images/s [11/19 11:33:25] ppdet.engine INFO: Epoch: [84] [2120/3251] learning_rate: 0.011401 loss_vfl: 0.743688 loss_bbox: 0.256910 loss_dfl: 0.183197 loss: 1.179582 eta: 1 day, 6:19:10 batch_cost: 2.1459 data_cost: 0.0010 ips: 13.0481 images/s [11/19 11:34:15] ppdet.engine INFO: Epoch: [84] [2140/3251] learning_rate: 0.011392 loss_vfl: 0.727942 loss_bbox: 0.278240 loss_dfl: 0.192362 loss: 1.240194 eta: 1 day, 6:18:27 batch_cost: 2.3500 data_cost: 0.0011 ips: 11.9150 images/s [11/19 11:35:02] ppdet.engine INFO: Epoch: [84] [2160/3251] learning_rate: 0.011383 loss_vfl: 0.738353 loss_bbox: 0.223915 loss_dfl: 0.171892 loss: 1.147452 eta: 1 day, 6:17:44 batch_cost: 2.2663 data_cost: 0.0011 ips: 12.3550 images/s [11/19 11:35:48] ppdet.engine INFO: Epoch: [84] [2180/3251] learning_rate: 0.011374 loss_vfl: 0.753881 loss_bbox: 0.272246 loss_dfl: 0.191929 loss: 1.196706 eta: 1 day, 6:17:00 batch_cost: 2.1704 data_cost: 0.0010 ips: 12.9006 images/s [11/19 11:36:33] ppdet.engine INFO: Epoch: [84] [2200/3251] learning_rate: 0.011365 loss_vfl: 0.735712 loss_bbox: 0.256602 loss_dfl: 0.183065 loss: 1.207977 eta: 1 day, 6:16:16 batch_cost: 2.0677 data_cost: 0.0011 ips: 13.5415 images/s [11/19 11:37:21] ppdet.engine INFO: Epoch: [84] [2220/3251] learning_rate: 0.011356 loss_vfl: 0.757017 loss_bbox: 0.256721 loss_dfl: 0.186061 loss: 1.152382 eta: 1 day, 6:15:32 batch_cost: 2.2751 data_cost: 0.0009 ips: 12.3073 images/s [11/19 11:38:09] ppdet.engine INFO: Epoch: [84] [2240/3251] learning_rate: 0.011347 loss_vfl: 0.750648 loss_bbox: 0.245757 loss_dfl: 0.177429 loss: 1.175992 eta: 1 day, 6:14:49 batch_cost: 2.2338 data_cost: 0.0009 ips: 12.5350 images/s [11/19 11:38:54] ppdet.engine INFO: Epoch: [84] [2260/3251] learning_rate: 0.011338 loss_vfl: 0.738630 loss_bbox: 0.236385 loss_dfl: 0.165425 loss: 1.127084 eta: 1 day, 6:14:05 batch_cost: 2.0674 data_cost: 0.0009 ips: 13.5436 images/s [11/19 11:39:40] ppdet.engine INFO: Epoch: [84] [2280/3251] learning_rate: 0.011329 loss_vfl: 0.736614 loss_bbox: 0.261580 loss_dfl: 0.177796 loss: 1.190631 eta: 1 day, 6:13:21 batch_cost: 2.1299 data_cost: 0.0016 ips: 13.1462 images/s [11/19 11:40:26] ppdet.engine INFO: Epoch: [84] [2300/3251] learning_rate: 0.011320 loss_vfl: 0.746473 loss_bbox: 0.254015 loss_dfl: 0.178516 loss: 1.165697 eta: 1 day, 6:12:37 batch_cost: 2.1476 data_cost: 0.0010 ips: 13.0376 images/s [11/19 11:41:12] ppdet.engine INFO: Epoch: [84] [2320/3251] learning_rate: 0.011311 loss_vfl: 0.726979 loss_bbox: 0.234993 loss_dfl: 0.179522 loss: 1.116417 eta: 1 day, 6:11:53 batch_cost: 2.1561 data_cost: 0.0010 ips: 12.9865 images/s [11/19 11:41:59] ppdet.engine INFO: Epoch: [84] [2340/3251] learning_rate: 0.011302 loss_vfl: 0.722763 loss_bbox: 0.262000 loss_dfl: 0.181431 loss: 1.180698 eta: 1 day, 6:11:09 batch_cost: 2.2533 data_cost: 0.0010 ips: 12.4263 images/s [11/19 11:42:48] ppdet.engine INFO: Epoch: [84] [2360/3251] learning_rate: 0.011294 loss_vfl: 0.735415 loss_bbox: 0.257492 loss_dfl: 0.173815 loss: 1.183057 eta: 1 day, 6:10:26 batch_cost: 2.3035 data_cost: 0.0010 ips: 12.1552 images/s [11/19 11:43:35] ppdet.engine INFO: Epoch: [84] [2380/3251] learning_rate: 0.011285 loss_vfl: 0.754508 loss_bbox: 0.257853 loss_dfl: 0.174468 loss: 1.170481 eta: 1 day, 6:09:42 batch_cost: 2.1773 data_cost: 0.0011 ips: 12.8601 images/s [11/19 11:44:23] ppdet.engine INFO: Epoch: [84] [2400/3251] learning_rate: 0.011276 loss_vfl: 0.719422 loss_bbox: 0.231860 loss_dfl: 0.172727 loss: 1.129995 eta: 1 day, 6:08:59 batch_cost: 2.2471 data_cost: 0.0011 ips: 12.4603 images/s [11/19 11:45:08] ppdet.engine INFO: Epoch: [84] [2420/3251] learning_rate: 0.011267 loss_vfl: 0.719916 loss_bbox: 0.229134 loss_dfl: 0.167787 loss: 1.121554 eta: 1 day, 6:08:15 batch_cost: 2.0897 data_cost: 0.0010 ips: 13.3988 images/s [11/19 11:45:57] ppdet.engine INFO: Epoch: [84] [2440/3251] learning_rate: 0.011258 loss_vfl: 0.737067 loss_bbox: 0.239926 loss_dfl: 0.163431 loss: 1.165157 eta: 1 day, 6:07:31 batch_cost: 2.3018 data_cost: 0.0009 ips: 12.1645 images/s [11/19 11:46:43] ppdet.engine INFO: Epoch: [84] [2460/3251] learning_rate: 0.011249 loss_vfl: 0.737438 loss_bbox: 0.263477 loss_dfl: 0.177309 loss: 1.172999 eta: 1 day, 6:06:48 batch_cost: 2.2115 data_cost: 0.0009 ips: 12.6610 images/s [11/19 11:47:33] ppdet.engine INFO: Epoch: [84] [2480/3251] learning_rate: 0.011240 loss_vfl: 0.722215 loss_bbox: 0.266621 loss_dfl: 0.177874 loss: 1.176587 eta: 1 day, 6:06:04 batch_cost: 2.2883 data_cost: 0.0010 ips: 12.2363 images/s [11/19 11:48:18] ppdet.engine INFO: Epoch: [84] [2500/3251] learning_rate: 0.011231 loss_vfl: 0.737129 loss_bbox: 0.262071 loss_dfl: 0.176569 loss: 1.155267 eta: 1 day, 6:05:20 batch_cost: 2.0663 data_cost: 0.0009 ips: 13.5508 images/s [11/19 11:49:06] ppdet.engine INFO: Epoch: [84] [2520/3251] learning_rate: 0.011222 loss_vfl: 0.746790 loss_bbox: 0.271764 loss_dfl: 0.170599 loss: 1.177574 eta: 1 day, 6:04:36 batch_cost: 2.2027 data_cost: 0.0010 ips: 12.7118 images/s [11/19 11:49:52] ppdet.engine INFO: Epoch: [84] [2540/3251] learning_rate: 0.011213 loss_vfl: 0.751033 loss_bbox: 0.260791 loss_dfl: 0.182846 loss: 1.176116 eta: 1 day, 6:03:53 batch_cost: 2.2031 data_cost: 0.0011 ips: 12.7093 images/s [11/19 11:50:38] ppdet.engine INFO: Epoch: [84] [2560/3251] learning_rate: 0.011204 loss_vfl: 0.766182 loss_bbox: 0.279857 loss_dfl: 0.184462 loss: 1.223337 eta: 1 day, 6:03:09 batch_cost: 2.1601 data_cost: 0.0011 ips: 12.9622 images/s [11/19 11:51:25] ppdet.engine INFO: Epoch: [84] [2580/3251] learning_rate: 0.011196 loss_vfl: 0.752964 loss_bbox: 0.252793 loss_dfl: 0.173051 loss: 1.189907 eta: 1 day, 6:02:25 batch_cost: 2.2261 data_cost: 0.0009 ips: 12.5782 images/s [11/19 11:52:12] ppdet.engine INFO: Epoch: [84] [2600/3251] learning_rate: 0.011187 loss_vfl: 0.745606 loss_bbox: 0.241290 loss_dfl: 0.171565 loss: 1.183173 eta: 1 day, 6:01:41 batch_cost: 2.2296 data_cost: 0.0010 ips: 12.5584 images/s [11/19 11:52:58] ppdet.engine INFO: Epoch: [84] [2620/3251] learning_rate: 0.011178 loss_vfl: 0.727240 loss_bbox: 0.232681 loss_dfl: 0.172028 loss: 1.128272 eta: 1 day, 6:00:58 batch_cost: 2.1514 data_cost: 0.0012 ips: 13.0149 images/s [11/19 11:53:45] ppdet.engine INFO: Epoch: [84] [2640/3251] learning_rate: 0.011169 loss_vfl: 0.759412 loss_bbox: 0.262912 loss_dfl: 0.182299 loss: 1.179162 eta: 1 day, 6:00:14 batch_cost: 2.2505 data_cost: 0.0020 ips: 12.4414 images/s [11/19 11:54:32] ppdet.engine INFO: Epoch: [84] [2660/3251] learning_rate: 0.011160 loss_vfl: 0.728043 loss_bbox: 0.233270 loss_dfl: 0.163445 loss: 1.144207 eta: 1 day, 5:59:30 batch_cost: 2.1945 data_cost: 0.0011 ips: 12.7590 images/s [11/19 11:55:19] ppdet.engine INFO: Epoch: [84] [2680/3251] learning_rate: 0.011151 loss_vfl: 0.733378 loss_bbox: 0.258301 loss_dfl: 0.175479 loss: 1.159439 eta: 1 day, 5:58:47 batch_cost: 2.2207 data_cost: 0.0010 ips: 12.6085 images/s [11/19 11:56:06] ppdet.engine INFO: Epoch: [84] [2700/3251] learning_rate: 0.011142 loss_vfl: 0.732395 loss_bbox: 0.236664 loss_dfl: 0.159566 loss: 1.124532 eta: 1 day, 5:58:03 batch_cost: 2.1512 data_cost: 0.0009 ips: 13.0159 images/s [11/19 11:56:51] ppdet.engine INFO: Epoch: [84] [2720/3251] learning_rate: 0.011133 loss_vfl: 0.737121 loss_bbox: 0.262844 loss_dfl: 0.180441 loss: 1.179930 eta: 1 day, 5:57:19 batch_cost: 2.1237 data_cost: 0.0019 ips: 13.1847 images/s [11/19 11:57:39] ppdet.engine INFO: Epoch: [84] [2740/3251] learning_rate: 0.011125 loss_vfl: 0.741732 loss_bbox: 0.250261 loss_dfl: 0.177421 loss: 1.148612 eta: 1 day, 5:56:35 batch_cost: 2.2328 data_cost: 0.0010 ips: 12.5405 images/s [11/19 11:58:26] ppdet.engine INFO: Epoch: [84] [2760/3251] learning_rate: 0.011116 loss_vfl: 0.762153 loss_bbox: 0.287210 loss_dfl: 0.193546 loss: 1.242232 eta: 1 day, 5:55:52 batch_cost: 2.2424 data_cost: 0.0009 ips: 12.4865 images/s [11/19 11:59:14] ppdet.engine INFO: Epoch: [84] [2780/3251] learning_rate: 0.011107 loss_vfl: 0.732950 loss_bbox: 0.248150 loss_dfl: 0.171340 loss: 1.161714 eta: 1 day, 5:55:08 batch_cost: 2.2656 data_cost: 0.0009 ips: 12.3586 images/s [11/19 11:59:59] ppdet.engine INFO: Epoch: [84] [2800/3251] learning_rate: 0.011098 loss_vfl: 0.720304 loss_bbox: 0.250881 loss_dfl: 0.189440 loss: 1.170382 eta: 1 day, 5:54:24 batch_cost: 2.0989 data_cost: 0.0011 ips: 13.3406 images/s [11/19 12:00:48] ppdet.engine INFO: Epoch: [84] [2820/3251] learning_rate: 0.011089 loss_vfl: 0.742500 loss_bbox: 0.220997 loss_dfl: 0.157802 loss: 1.150501 eta: 1 day, 5:53:41 batch_cost: 2.3463 data_cost: 0.0009 ips: 11.9336 images/s [11/19 12:01:34] ppdet.engine INFO: Epoch: [84] [2840/3251] learning_rate: 0.011080 loss_vfl: 0.753088 loss_bbox: 0.262558 loss_dfl: 0.176515 loss: 1.201422 eta: 1 day, 5:52:57 batch_cost: 2.1962 data_cost: 0.0010 ips: 12.7492 images/s [11/19 12:02:22] ppdet.engine INFO: Epoch: [84] [2860/3251] learning_rate: 0.011072 loss_vfl: 0.730922 loss_bbox: 0.283911 loss_dfl: 0.184967 loss: 1.208181 eta: 1 day, 5:52:14 batch_cost: 2.3305 data_cost: 0.0009 ips: 12.0144 images/s [11/19 12:03:10] ppdet.engine INFO: Epoch: [84] [2880/3251] learning_rate: 0.011063 loss_vfl: 0.719190 loss_bbox: 0.252060 loss_dfl: 0.182926 loss: 1.163351 eta: 1 day, 5:51:30 batch_cost: 2.2310 data_cost: 0.0010 ips: 12.5506 images/s [11/19 12:03:56] ppdet.engine INFO: Epoch: [84] [2900/3251] learning_rate: 0.011054 loss_vfl: 0.739258 loss_bbox: 0.280688 loss_dfl: 0.196644 loss: 1.209332 eta: 1 day, 5:50:47 batch_cost: 2.2244 data_cost: 0.0010 ips: 12.5876 images/s [11/19 12:04:45] ppdet.engine INFO: Epoch: [84] [2920/3251] learning_rate: 0.011045 loss_vfl: 0.732539 loss_bbox: 0.262585 loss_dfl: 0.185407 loss: 1.198591 eta: 1 day, 5:50:03 batch_cost: 2.2502 data_cost: 0.0009 ips: 12.4433 images/s [11/19 12:05:30] ppdet.engine INFO: Epoch: [84] [2940/3251] learning_rate: 0.011036 loss_vfl: 0.750491 loss_bbox: 0.269484 loss_dfl: 0.179610 loss: 1.188511 eta: 1 day, 5:49:19 batch_cost: 2.1011 data_cost: 0.0011 ips: 13.3265 images/s [11/19 12:06:17] ppdet.engine INFO: Epoch: [84] [2960/3251] learning_rate: 0.011027 loss_vfl: 0.776117 loss_bbox: 0.262047 loss_dfl: 0.173772 loss: 1.197754 eta: 1 day, 5:48:35 batch_cost: 2.1986 data_cost: 0.0009 ips: 12.7353 images/s [11/19 12:07:05] ppdet.engine INFO: Epoch: [84] [2980/3251] learning_rate: 0.011019 loss_vfl: 0.753203 loss_bbox: 0.233534 loss_dfl: 0.167169 loss: 1.151308 eta: 1 day, 5:47:52 batch_cost: 2.2719 data_cost: 0.0010 ips: 12.3243 images/s [11/19 12:07:52] ppdet.engine INFO: Epoch: [84] [3000/3251] learning_rate: 0.011010 loss_vfl: 0.740513 loss_bbox: 0.277543 loss_dfl: 0.204363 loss: 1.242848 eta: 1 day, 5:47:08 batch_cost: 2.2262 data_cost: 0.0009 ips: 12.5772 images/s [11/19 12:08:40] ppdet.engine INFO: Epoch: [84] [3020/3251] learning_rate: 0.011001 loss_vfl: 0.752256 loss_bbox: 0.254455 loss_dfl: 0.167760 loss: 1.181607 eta: 1 day, 5:46:25 batch_cost: 2.2798 data_cost: 0.0012 ips: 12.2820 images/s [11/19 12:09:26] ppdet.engine INFO: Epoch: [84] [3040/3251] learning_rate: 0.010992 loss_vfl: 0.752185 loss_bbox: 0.271857 loss_dfl: 0.181740 loss: 1.227817 eta: 1 day, 5:45:41 batch_cost: 2.2250 data_cost: 0.0009 ips: 12.5845 images/s [11/19 12:10:13] ppdet.engine INFO: Epoch: [84] [3060/3251] learning_rate: 0.010983 loss_vfl: 0.727072 loss_bbox: 0.244694 loss_dfl: 0.173926 loss: 1.145504 eta: 1 day, 5:44:58 batch_cost: 2.2482 data_cost: 0.0009 ips: 12.4543 images/s [11/19 12:10:59] ppdet.engine INFO: Epoch: [84] [3080/3251] learning_rate: 0.010974 loss_vfl: 0.723638 loss_bbox: 0.225043 loss_dfl: 0.159500 loss: 1.129387 eta: 1 day, 5:44:14 batch_cost: 2.1805 data_cost: 0.0014 ips: 12.8413 images/s [11/19 12:11:45] ppdet.engine INFO: Epoch: [84] [3100/3251] learning_rate: 0.010966 loss_vfl: 0.752452 loss_bbox: 0.269987 loss_dfl: 0.175452 loss: 1.180256 eta: 1 day, 5:43:30 batch_cost: 2.1193 data_cost: 0.0010 ips: 13.2116 images/s [11/19 12:12:31] ppdet.engine INFO: Epoch: [84] [3120/3251] learning_rate: 0.010957 loss_vfl: 0.724661 loss_bbox: 0.227354 loss_dfl: 0.162722 loss: 1.104965 eta: 1 day, 5:42:46 batch_cost: 2.2230 data_cost: 0.0010 ips: 12.5954 images/s [11/19 12:13:19] ppdet.engine INFO: Epoch: [84] [3140/3251] learning_rate: 0.010948 loss_vfl: 0.751225 loss_bbox: 0.257622 loss_dfl: 0.175029 loss: 1.179753 eta: 1 day, 5:42:03 batch_cost: 2.2347 data_cost: 0.0010 ips: 12.5294 images/s [11/19 12:14:04] ppdet.engine INFO: Epoch: [84] [3160/3251] learning_rate: 0.010939 loss_vfl: 0.734821 loss_bbox: 0.248981 loss_dfl: 0.182309 loss: 1.205356 eta: 1 day, 5:41:19 batch_cost: 2.1473 data_cost: 0.0009 ips: 13.0397 images/s [11/19 12:14:52] ppdet.engine INFO: Epoch: [84] [3180/3251] learning_rate: 0.010931 loss_vfl: 0.748903 loss_bbox: 0.261010 loss_dfl: 0.182177 loss: 1.198055 eta: 1 day, 5:40:35 batch_cost: 2.2746 data_cost: 0.0009 ips: 12.3101 images/s [11/19 12:15:39] ppdet.engine INFO: Epoch: [84] [3200/3251] learning_rate: 0.010922 loss_vfl: 0.722394 loss_bbox: 0.238399 loss_dfl: 0.171090 loss: 1.132455 eta: 1 day, 5:39:52 batch_cost: 2.1495 data_cost: 0.0014 ips: 13.0262 images/s [11/19 12:16:28] ppdet.engine INFO: Epoch: [84] [3220/3251] learning_rate: 0.010913 loss_vfl: 0.712312 loss_bbox: 0.244082 loss_dfl: 0.174775 loss: 1.142333 eta: 1 day, 5:39:08 batch_cost: 2.2987 data_cost: 0.0009 ips: 12.1805 images/s [11/19 12:17:11] ppdet.engine INFO: Epoch: [84] [3240/3251] learning_rate: 0.010904 loss_vfl: 0.739374 loss_bbox: 0.250364 loss_dfl: 0.175863 loss: 1.168243 eta: 1 day, 5:38:24 batch_cost: 2.0292 data_cost: 0.0013 ips: 13.7986 images/s [11/19 12:17:52] ppdet.engine INFO: Epoch: [85] [ 0/3251] learning_rate: 0.010899 loss_vfl: 0.738370 loss_bbox: 0.216949 loss_dfl: 0.161441 loss: 1.114113 eta: 1 day, 5:38:01 batch_cost: 2.4662 data_cost: 0.7056 ips: 11.3534 images/s [11/19 12:18:44] ppdet.engine INFO: Epoch: [85] [ 20/3251] learning_rate: 0.010891 loss_vfl: 0.723167 loss_bbox: 0.248496 loss_dfl: 0.183202 loss: 1.156243 eta: 1 day, 5:37:18 batch_cost: 2.4927 data_cost: 0.0012 ips: 11.2327 images/s [11/19 12:19:32] ppdet.engine INFO: Epoch: [85] [ 40/3251] learning_rate: 0.010882 loss_vfl: 0.735650 loss_bbox: 0.262829 loss_dfl: 0.181976 loss: 1.124457 eta: 1 day, 5:36:35 batch_cost: 2.1947 data_cost: 0.0016 ips: 12.7579 images/s [11/19 12:20:17] ppdet.engine INFO: Epoch: [85] [ 60/3251] learning_rate: 0.010873 loss_vfl: 0.721862 loss_bbox: 0.225539 loss_dfl: 0.154067 loss: 1.127478 eta: 1 day, 5:35:51 batch_cost: 2.1562 data_cost: 0.0010 ips: 12.9858 images/s [11/19 12:21:03] ppdet.engine INFO: Epoch: [85] [ 80/3251] learning_rate: 0.010864 loss_vfl: 0.716078 loss_bbox: 0.231328 loss_dfl: 0.163176 loss: 1.140214 eta: 1 day, 5:35:07 batch_cost: 2.1922 data_cost: 0.0011 ips: 12.7724 images/s [11/19 12:21:52] ppdet.engine INFO: Epoch: [85] [ 100/3251] learning_rate: 0.010856 loss_vfl: 0.749287 loss_bbox: 0.282053 loss_dfl: 0.199341 loss: 1.249017 eta: 1 day, 5:34:24 batch_cost: 2.3072 data_cost: 0.0011 ips: 12.1358 images/s [11/19 12:22:38] ppdet.engine INFO: Epoch: [85] [ 120/3251] learning_rate: 0.010847 loss_vfl: 0.732183 loss_bbox: 0.262327 loss_dfl: 0.173131 loss: 1.159169 eta: 1 day, 5:33:40 batch_cost: 2.1603 data_cost: 0.0011 ips: 12.9610 images/s [11/19 12:23:27] ppdet.engine INFO: Epoch: [85] [ 140/3251] learning_rate: 0.010838 loss_vfl: 0.705338 loss_bbox: 0.259224 loss_dfl: 0.189868 loss: 1.172782 eta: 1 day, 5:32:56 batch_cost: 2.3191 data_cost: 0.0013 ips: 12.0735 images/s [11/19 12:24:14] ppdet.engine INFO: Epoch: [85] [ 160/3251] learning_rate: 0.010829 loss_vfl: 0.745061 loss_bbox: 0.265899 loss_dfl: 0.184515 loss: 1.211043 eta: 1 day, 5:32:13 batch_cost: 2.1440 data_cost: 0.0009 ips: 13.0599 images/s [11/19 12:25:02] ppdet.engine INFO: Epoch: [85] [ 180/3251] learning_rate: 0.010821 loss_vfl: 0.741691 loss_bbox: 0.259901 loss_dfl: 0.174165 loss: 1.160099 eta: 1 day, 5:31:29 batch_cost: 2.2303 data_cost: 0.0009 ips: 12.5542 images/s [11/19 12:25:50] ppdet.engine INFO: Epoch: [85] [ 200/3251] learning_rate: 0.010812 loss_vfl: 0.739901 loss_bbox: 0.276172 loss_dfl: 0.195956 loss: 1.165238 eta: 1 day, 5:30:45 batch_cost: 2.2496 data_cost: 0.0010 ips: 12.4465 images/s [11/19 12:26:37] ppdet.engine INFO: Epoch: [85] [ 220/3251] learning_rate: 0.010803 loss_vfl: 0.711972 loss_bbox: 0.248522 loss_dfl: 0.171649 loss: 1.150640 eta: 1 day, 5:30:02 batch_cost: 2.2055 data_cost: 0.0010 ips: 12.6953 images/s [11/19 12:27:23] ppdet.engine INFO: Epoch: [85] [ 240/3251] learning_rate: 0.010794 loss_vfl: 0.748509 loss_bbox: 0.237091 loss_dfl: 0.174924 loss: 1.142814 eta: 1 day, 5:29:18 batch_cost: 2.1903 data_cost: 0.0009 ips: 12.7839 images/s [11/19 12:28:12] ppdet.engine INFO: Epoch: [85] [ 260/3251] learning_rate: 0.010786 loss_vfl: 0.735427 loss_bbox: 0.256291 loss_dfl: 0.173653 loss: 1.183220 eta: 1 day, 5:28:35 batch_cost: 2.3267 data_cost: 0.0010 ips: 12.0342 images/s [11/19 12:28:59] ppdet.engine INFO: Epoch: [85] [ 280/3251] learning_rate: 0.010777 loss_vfl: 0.729576 loss_bbox: 0.260051 loss_dfl: 0.192195 loss: 1.172440 eta: 1 day, 5:27:51 batch_cost: 2.1794 data_cost: 0.0012 ips: 12.8476 images/s [11/19 12:29:47] ppdet.engine INFO: Epoch: [85] [ 300/3251] learning_rate: 0.010768 loss_vfl: 0.725431 loss_bbox: 0.273268 loss_dfl: 0.187807 loss: 1.212221 eta: 1 day, 5:27:08 batch_cost: 2.2871 data_cost: 0.0009 ips: 12.2424 images/s [11/19 12:30:33] ppdet.engine INFO: Epoch: [85] [ 320/3251] learning_rate: 0.010759 loss_vfl: 0.724128 loss_bbox: 0.258236 loss_dfl: 0.171846 loss: 1.149266 eta: 1 day, 5:26:24 batch_cost: 2.1631 data_cost: 0.0011 ips: 12.9444 images/s [11/19 12:31:20] ppdet.engine INFO: Epoch: [85] [ 340/3251] learning_rate: 0.010751 loss_vfl: 0.726789 loss_bbox: 0.232225 loss_dfl: 0.170506 loss: 1.122392 eta: 1 day, 5:25:40 batch_cost: 2.1775 data_cost: 0.0009 ips: 12.8590 images/s [11/19 12:32:07] ppdet.engine INFO: Epoch: [85] [ 360/3251] learning_rate: 0.010742 loss_vfl: 0.740662 loss_bbox: 0.246642 loss_dfl: 0.170680 loss: 1.153868 eta: 1 day, 5:24:56 batch_cost: 2.2623 data_cost: 0.0010 ips: 12.3769 images/s [11/19 12:32:55] ppdet.engine INFO: Epoch: [85] [ 380/3251] learning_rate: 0.010733 loss_vfl: 0.718807 loss_bbox: 0.246148 loss_dfl: 0.167897 loss: 1.151209 eta: 1 day, 5:24:13 batch_cost: 2.1968 data_cost: 0.0010 ips: 12.7458 images/s [11/19 12:33:41] ppdet.engine INFO: Epoch: [85] [ 400/3251] learning_rate: 0.010725 loss_vfl: 0.723981 loss_bbox: 0.276153 loss_dfl: 0.186960 loss: 1.196217 eta: 1 day, 5:23:29 batch_cost: 2.1539 data_cost: 0.0012 ips: 13.0000 images/s [11/19 12:34:30] ppdet.engine INFO: Epoch: [85] [ 420/3251] learning_rate: 0.010716 loss_vfl: 0.724873 loss_bbox: 0.262372 loss_dfl: 0.179565 loss: 1.157496 eta: 1 day, 5:22:46 batch_cost: 2.3474 data_cost: 0.0010 ips: 11.9279 images/s [11/19 12:35:18] ppdet.engine INFO: Epoch: [85] [ 440/3251] learning_rate: 0.010707 loss_vfl: 0.716786 loss_bbox: 0.247691 loss_dfl: 0.170770 loss: 1.134766 eta: 1 day, 5:22:02 batch_cost: 2.2373 data_cost: 0.0009 ips: 12.5152 images/s [11/19 12:36:04] ppdet.engine INFO: Epoch: [85] [ 460/3251] learning_rate: 0.010698 loss_vfl: 0.734132 loss_bbox: 0.263959 loss_dfl: 0.181101 loss: 1.149914 eta: 1 day, 5:21:18 batch_cost: 2.2540 data_cost: 0.0009 ips: 12.4223 images/s [11/19 12:36:52] ppdet.engine INFO: Epoch: [85] [ 480/3251] learning_rate: 0.010690 loss_vfl: 0.723636 loss_bbox: 0.239558 loss_dfl: 0.174602 loss: 1.154481 eta: 1 day, 5:20:35 batch_cost: 2.2614 data_cost: 0.0011 ips: 12.3815 images/s [11/19 12:37:39] ppdet.engine INFO: Epoch: [85] [ 500/3251] learning_rate: 0.010681 loss_vfl: 0.719930 loss_bbox: 0.281547 loss_dfl: 0.200610 loss: 1.200782 eta: 1 day, 5:19:51 batch_cost: 2.1368 data_cost: 0.0010 ips: 13.1040 images/s [11/19 12:38:26] ppdet.engine INFO: Epoch: [85] [ 520/3251] learning_rate: 0.010672 loss_vfl: 0.752447 loss_bbox: 0.260518 loss_dfl: 0.176924 loss: 1.190200 eta: 1 day, 5:19:07 batch_cost: 2.1835 data_cost: 0.0014 ips: 12.8232 images/s [11/19 12:39:13] ppdet.engine INFO: Epoch: [85] [ 540/3251] learning_rate: 0.010664 loss_vfl: 0.742341 loss_bbox: 0.262722 loss_dfl: 0.185889 loss: 1.175826 eta: 1 day, 5:18:24 batch_cost: 2.2116 data_cost: 0.0010 ips: 12.6605 images/s [11/19 12:39:59] ppdet.engine INFO: Epoch: [85] [ 560/3251] learning_rate: 0.010655 loss_vfl: 0.740687 loss_bbox: 0.228721 loss_dfl: 0.162670 loss: 1.127641 eta: 1 day, 5:17:40 batch_cost: 2.1718 data_cost: 0.0011 ips: 12.8922 images/s [11/19 12:40:45] ppdet.engine INFO: Epoch: [85] [ 580/3251] learning_rate: 0.010646 loss_vfl: 0.734929 loss_bbox: 0.248555 loss_dfl: 0.176702 loss: 1.177951 eta: 1 day, 5:16:56 batch_cost: 2.1693 data_cost: 0.0010 ips: 12.9073 images/s [11/19 12:41:34] ppdet.engine INFO: Epoch: [85] [ 600/3251] learning_rate: 0.010638 loss_vfl: 0.729054 loss_bbox: 0.241451 loss_dfl: 0.173184 loss: 1.161411 eta: 1 day, 5:16:13 batch_cost: 2.3299 data_cost: 0.0012 ips: 12.0176 images/s [11/19 12:42:22] ppdet.engine INFO: Epoch: [85] [ 620/3251] learning_rate: 0.010629 loss_vfl: 0.745333 loss_bbox: 0.267267 loss_dfl: 0.189395 loss: 1.187646 eta: 1 day, 5:15:29 batch_cost: 2.3126 data_cost: 0.0009 ips: 12.1076 images/s [11/19 12:43:09] ppdet.engine INFO: Epoch: [85] [ 640/3251] learning_rate: 0.010620 loss_vfl: 0.729299 loss_bbox: 0.270334 loss_dfl: 0.184039 loss: 1.204731 eta: 1 day, 5:14:46 batch_cost: 2.1949 data_cost: 0.0014 ips: 12.7566 images/s [11/19 12:43:57] ppdet.engine INFO: Epoch: [85] [ 660/3251] learning_rate: 0.010612 loss_vfl: 0.734455 loss_bbox: 0.284524 loss_dfl: 0.188169 loss: 1.211089 eta: 1 day, 5:14:02 batch_cost: 2.2517 data_cost: 0.0011 ips: 12.4350 images/s [11/19 12:44:44] ppdet.engine INFO: Epoch: [85] [ 680/3251] learning_rate: 0.010603 loss_vfl: 0.734872 loss_bbox: 0.239925 loss_dfl: 0.165312 loss: 1.157474 eta: 1 day, 5:13:19 batch_cost: 2.2297 data_cost: 0.0010 ips: 12.5578 images/s [11/19 12:45:33] ppdet.engine INFO: Epoch: [85] [ 700/3251] learning_rate: 0.010594 loss_vfl: 0.727136 loss_bbox: 0.245530 loss_dfl: 0.174225 loss: 1.161537 eta: 1 day, 5:12:35 batch_cost: 2.3219 data_cost: 0.0017 ips: 12.0593 images/s [11/19 12:46:18] ppdet.engine INFO: Epoch: [85] [ 720/3251] learning_rate: 0.010586 loss_vfl: 0.718409 loss_bbox: 0.289201 loss_dfl: 0.185311 loss: 1.205742 eta: 1 day, 5:11:51 batch_cost: 2.1748 data_cost: 0.0010 ips: 12.8748 images/s [11/19 12:47:06] ppdet.engine INFO: Epoch: [85] [ 740/3251] learning_rate: 0.010577 loss_vfl: 0.763767 loss_bbox: 0.271836 loss_dfl: 0.180464 loss: 1.225286 eta: 1 day, 5:11:08 batch_cost: 2.2383 data_cost: 0.0010 ips: 12.5092 images/s [11/19 12:47:52] ppdet.engine INFO: Epoch: [85] [ 760/3251] learning_rate: 0.010568 loss_vfl: 0.753115 loss_bbox: 0.276200 loss_dfl: 0.179636 loss: 1.182871 eta: 1 day, 5:10:24 batch_cost: 2.1689 data_cost: 0.0009 ips: 12.9098 images/s [11/19 12:48:38] ppdet.engine INFO: Epoch: [85] [ 780/3251] learning_rate: 0.010560 loss_vfl: 0.745098 loss_bbox: 0.268826 loss_dfl: 0.179983 loss: 1.188475 eta: 1 day, 5:09:40 batch_cost: 2.1364 data_cost: 0.0010 ips: 13.1064 images/s [11/19 12:49:24] ppdet.engine INFO: Epoch: [85] [ 800/3251] learning_rate: 0.010551 loss_vfl: 0.734108 loss_bbox: 0.253679 loss_dfl: 0.180848 loss: 1.190798 eta: 1 day, 5:08:56 batch_cost: 2.0948 data_cost: 0.0011 ips: 13.3666 images/s [11/19 12:50:13] ppdet.engine INFO: Epoch: [85] [ 820/3251] learning_rate: 0.010542 loss_vfl: 0.727783 loss_bbox: 0.245723 loss_dfl: 0.168422 loss: 1.162948 eta: 1 day, 5:08:13 batch_cost: 2.2762 data_cost: 0.0009 ips: 12.3013 images/s [11/19 12:50:59] ppdet.engine INFO: Epoch: [85] [ 840/3251] learning_rate: 0.010534 loss_vfl: 0.743152 loss_bbox: 0.238051 loss_dfl: 0.172448 loss: 1.131855 eta: 1 day, 5:07:29 batch_cost: 2.2042 data_cost: 0.0010 ips: 12.7033 images/s [11/19 12:51:47] ppdet.engine INFO: Epoch: [85] [ 860/3251] learning_rate: 0.010525 loss_vfl: 0.708721 loss_bbox: 0.242967 loss_dfl: 0.167471 loss: 1.094676 eta: 1 day, 5:06:45 batch_cost: 2.2445 data_cost: 0.0011 ips: 12.4747 images/s [11/19 12:52:37] ppdet.engine INFO: Epoch: [85] [ 880/3251] learning_rate: 0.010517 loss_vfl: 0.728167 loss_bbox: 0.251145 loss_dfl: 0.176058 loss: 1.149544 eta: 1 day, 5:06:02 batch_cost: 2.3142 data_cost: 0.0010 ips: 12.0995 images/s [11/19 12:53:23] ppdet.engine INFO: Epoch: [85] [ 900/3251] learning_rate: 0.010508 loss_vfl: 0.740273 loss_bbox: 0.284348 loss_dfl: 0.190383 loss: 1.207464 eta: 1 day, 5:05:18 batch_cost: 2.2036 data_cost: 0.0009 ips: 12.7063 images/s [11/19 12:54:09] ppdet.engine INFO: Epoch: [85] [ 920/3251] learning_rate: 0.010499 loss_vfl: 0.718785 loss_bbox: 0.243080 loss_dfl: 0.173898 loss: 1.148320 eta: 1 day, 5:04:35 batch_cost: 2.1903 data_cost: 0.0010 ips: 12.7834 images/s [11/19 12:54:58] ppdet.engine INFO: Epoch: [85] [ 940/3251] learning_rate: 0.010491 loss_vfl: 0.736470 loss_bbox: 0.247992 loss_dfl: 0.171719 loss: 1.167408 eta: 1 day, 5:03:51 batch_cost: 2.3025 data_cost: 0.0010 ips: 12.1608 images/s [11/19 12:55:45] ppdet.engine INFO: Epoch: [85] [ 960/3251] learning_rate: 0.010482 loss_vfl: 0.750200 loss_bbox: 0.252789 loss_dfl: 0.165663 loss: 1.140032 eta: 1 day, 5:03:08 batch_cost: 2.2176 data_cost: 0.0009 ips: 12.6263 images/s [11/19 12:56:31] ppdet.engine INFO: Epoch: [85] [ 980/3251] learning_rate: 0.010473 loss_vfl: 0.764715 loss_bbox: 0.256655 loss_dfl: 0.180607 loss: 1.193068 eta: 1 day, 5:02:24 batch_cost: 2.2197 data_cost: 0.0009 ips: 12.6141 images/s [11/19 12:57:18] ppdet.engine INFO: Epoch: [85] [1000/3251] learning_rate: 0.010465 loss_vfl: 0.753072 loss_bbox: 0.244422 loss_dfl: 0.177259 loss: 1.147709 eta: 1 day, 5:01:40 batch_cost: 2.1524 data_cost: 0.0011 ips: 13.0088 images/s [11/19 12:58:04] ppdet.engine INFO: Epoch: [85] [1020/3251] learning_rate: 0.010456 loss_vfl: 0.698178 loss_bbox: 0.250038 loss_dfl: 0.174728 loss: 1.163324 eta: 1 day, 5:00:56 batch_cost: 2.1902 data_cost: 0.0010 ips: 12.7845 images/s [11/19 12:58:51] ppdet.engine INFO: Epoch: [85] [1040/3251] learning_rate: 0.010448 loss_vfl: 0.728725 loss_bbox: 0.256600 loss_dfl: 0.181062 loss: 1.167901 eta: 1 day, 5:00:12 batch_cost: 2.1826 data_cost: 0.0009 ips: 12.8288 images/s [11/19 12:59:38] ppdet.engine INFO: Epoch: [85] [1060/3251] learning_rate: 0.010439 loss_vfl: 0.733633 loss_bbox: 0.249314 loss_dfl: 0.172770 loss: 1.155668 eta: 1 day, 4:59:29 batch_cost: 2.1770 data_cost: 0.0011 ips: 12.8617 images/s [11/19 13:00:26] ppdet.engine INFO: Epoch: [85] [1080/3251] learning_rate: 0.010430 loss_vfl: 0.745442 loss_bbox: 0.251309 loss_dfl: 0.183021 loss: 1.173110 eta: 1 day, 4:58:45 batch_cost: 2.2552 data_cost: 0.0010 ips: 12.4159 images/s [11/19 13:01:15] ppdet.engine INFO: Epoch: [85] [1100/3251] learning_rate: 0.010422 loss_vfl: 0.732320 loss_bbox: 0.245934 loss_dfl: 0.175409 loss: 1.163671 eta: 1 day, 4:58:02 batch_cost: 2.3085 data_cost: 0.0012 ips: 12.1289 images/s [11/19 13:02:02] ppdet.engine INFO: Epoch: [85] [1120/3251] learning_rate: 0.010413 loss_vfl: 0.715221 loss_bbox: 0.248926 loss_dfl: 0.172927 loss: 1.125378 eta: 1 day, 4:57:18 batch_cost: 2.2090 data_cost: 0.0009 ips: 12.6757 images/s [11/19 13:02:46] ppdet.engine INFO: Epoch: [85] [1140/3251] learning_rate: 0.010405 loss_vfl: 0.730664 loss_bbox: 0.249164 loss_dfl: 0.172479 loss: 1.202202 eta: 1 day, 4:56:34 batch_cost: 2.0364 data_cost: 0.0011 ips: 13.7499 images/s [11/19 13:03:35] ppdet.engine INFO: Epoch: [85] [1160/3251] learning_rate: 0.010396 loss_vfl: 0.728598 loss_bbox: 0.237433 loss_dfl: 0.173154 loss: 1.128695 eta: 1 day, 4:55:50 batch_cost: 2.2351 data_cost: 0.0009 ips: 12.5273 images/s [11/19 13:04:22] ppdet.engine INFO: Epoch: [85] [1180/3251] learning_rate: 0.010387 loss_vfl: 0.749576 loss_bbox: 0.263757 loss_dfl: 0.186778 loss: 1.218175 eta: 1 day, 4:55:07 batch_cost: 2.2579 data_cost: 0.0009 ips: 12.4009 images/s [11/19 13:05:09] ppdet.engine INFO: Epoch: [85] [1200/3251] learning_rate: 0.010379 loss_vfl: 0.718543 loss_bbox: 0.237740 loss_dfl: 0.173915 loss: 1.146032 eta: 1 day, 4:54:23 batch_cost: 2.2275 data_cost: 0.0009 ips: 12.5702 images/s [11/19 13:05:56] ppdet.engine INFO: Epoch: [85] [1220/3251] learning_rate: 0.010370 loss_vfl: 0.714766 loss_bbox: 0.263100 loss_dfl: 0.169580 loss: 1.166236 eta: 1 day, 4:53:40 batch_cost: 2.2460 data_cost: 0.0010 ips: 12.4666 images/s [11/19 13:06:42] ppdet.engine INFO: Epoch: [85] [1240/3251] learning_rate: 0.010362 loss_vfl: 0.732772 loss_bbox: 0.247307 loss_dfl: 0.178512 loss: 1.158877 eta: 1 day, 4:52:56 batch_cost: 2.1424 data_cost: 0.0010 ips: 13.0695 images/s [11/19 13:07:28] ppdet.engine INFO: Epoch: [85] [1260/3251] learning_rate: 0.010353 loss_vfl: 0.722069 loss_bbox: 0.269926 loss_dfl: 0.183715 loss: 1.157525 eta: 1 day, 4:52:12 batch_cost: 2.1348 data_cost: 0.0010 ips: 13.1159 images/s [11/19 13:08:16] ppdet.engine INFO: Epoch: [85] [1280/3251] learning_rate: 0.010345 loss_vfl: 0.732003 loss_bbox: 0.254196 loss_dfl: 0.164637 loss: 1.132952 eta: 1 day, 4:51:28 batch_cost: 2.2893 data_cost: 0.0010 ips: 12.2308 images/s [11/19 13:09:01] ppdet.engine INFO: Epoch: [85] [1300/3251] learning_rate: 0.010336 loss_vfl: 0.721772 loss_bbox: 0.271443 loss_dfl: 0.187885 loss: 1.186779 eta: 1 day, 4:50:44 batch_cost: 2.1339 data_cost: 0.0011 ips: 13.1213 images/s [11/19 13:09:49] ppdet.engine INFO: Epoch: [85] [1320/3251] learning_rate: 0.010328 loss_vfl: 0.717152 loss_bbox: 0.256058 loss_dfl: 0.187180 loss: 1.169177 eta: 1 day, 4:50:01 batch_cost: 2.2629 data_cost: 0.0012 ips: 12.3735 images/s [11/19 13:10:33] ppdet.engine INFO: Epoch: [85] [1340/3251] learning_rate: 0.010319 loss_vfl: 0.730342 loss_bbox: 0.247590 loss_dfl: 0.165547 loss: 1.171798 eta: 1 day, 4:49:17 batch_cost: 2.0605 data_cost: 0.0010 ips: 13.5886 images/s [11/19 13:11:21] ppdet.engine INFO: Epoch: [85] [1360/3251] learning_rate: 0.010310 loss_vfl: 0.740841 loss_bbox: 0.229672 loss_dfl: 0.155766 loss: 1.120926 eta: 1 day, 4:48:33 batch_cost: 2.2416 data_cost: 0.0013 ips: 12.4913 images/s [11/19 13:12:07] ppdet.engine INFO: Epoch: [85] [1380/3251] learning_rate: 0.010302 loss_vfl: 0.745845 loss_bbox: 0.239039 loss_dfl: 0.172336 loss: 1.162563 eta: 1 day, 4:47:49 batch_cost: 2.1391 data_cost: 0.0009 ips: 13.0896 images/s [11/19 13:12:54] ppdet.engine INFO: Epoch: [85] [1400/3251] learning_rate: 0.010293 loss_vfl: 0.744164 loss_bbox: 0.260996 loss_dfl: 0.178798 loss: 1.167539 eta: 1 day, 4:47:06 batch_cost: 2.2064 data_cost: 0.0010 ips: 12.6902 images/s [11/19 13:13:40] ppdet.engine INFO: Epoch: [85] [1420/3251] learning_rate: 0.010285 loss_vfl: 0.727518 loss_bbox: 0.260922 loss_dfl: 0.191886 loss: 1.187686 eta: 1 day, 4:46:22 batch_cost: 2.1472 data_cost: 0.0011 ips: 13.0400 images/s [11/19 13:14:27] ppdet.engine INFO: Epoch: [85] [1440/3251] learning_rate: 0.010276 loss_vfl: 0.735714 loss_bbox: 0.233982 loss_dfl: 0.165945 loss: 1.149493 eta: 1 day, 4:45:38 batch_cost: 2.1356 data_cost: 0.0010 ips: 13.1114 images/s [11/19 13:15:14] ppdet.engine INFO: Epoch: [85] [1460/3251] learning_rate: 0.010268 loss_vfl: 0.754879 loss_bbox: 0.263243 loss_dfl: 0.173659 loss: 1.180470 eta: 1 day, 4:44:54 batch_cost: 2.1579 data_cost: 0.0010 ips: 12.9756 images/s [11/19 13:16:01] ppdet.engine INFO: Epoch: [85] [1480/3251] learning_rate: 0.010259 loss_vfl: 0.743596 loss_bbox: 0.249434 loss_dfl: 0.165347 loss: 1.153692 eta: 1 day, 4:44:10 batch_cost: 2.1300 data_cost: 0.0012 ips: 13.1457 images/s [11/19 13:16:48] ppdet.engine INFO: Epoch: [85] [1500/3251] learning_rate: 0.010251 loss_vfl: 0.732936 loss_bbox: 0.260619 loss_dfl: 0.174004 loss: 1.184344 eta: 1 day, 4:43:26 batch_cost: 2.2762 data_cost: 0.0011 ips: 12.3012 images/s [11/19 13:17:34] ppdet.engine INFO: Epoch: [85] [1520/3251] learning_rate: 0.010242 loss_vfl: 0.724943 loss_bbox: 0.245228 loss_dfl: 0.173653 loss: 1.148983 eta: 1 day, 4:42:43 batch_cost: 2.1578 data_cost: 0.0010 ips: 12.9761 images/s [11/19 13:18:21] ppdet.engine INFO: Epoch: [85] [1540/3251] learning_rate: 0.010234 loss_vfl: 0.716092 loss_bbox: 0.229367 loss_dfl: 0.157965 loss: 1.107283 eta: 1 day, 4:41:59 batch_cost: 2.2201 data_cost: 0.0009 ips: 12.6118 images/s [11/19 13:19:09] ppdet.engine INFO: Epoch: [85] [1560/3251] learning_rate: 0.010225 loss_vfl: 0.720176 loss_bbox: 0.258960 loss_dfl: 0.177572 loss: 1.141002 eta: 1 day, 4:41:15 batch_cost: 2.2229 data_cost: 0.0009 ips: 12.5960 images/s [11/19 13:19:58] ppdet.engine INFO: Epoch: [85] [1580/3251] learning_rate: 0.010217 loss_vfl: 0.720272 loss_bbox: 0.254147 loss_dfl: 0.173188 loss: 1.186251 eta: 1 day, 4:40:32 batch_cost: 2.3285 data_cost: 0.0012 ips: 12.0248 images/s [11/19 13:20:44] ppdet.engine INFO: Epoch: [85] [1600/3251] learning_rate: 0.010208 loss_vfl: 0.722190 loss_bbox: 0.256460 loss_dfl: 0.172915 loss: 1.185235 eta: 1 day, 4:39:48 batch_cost: 2.1997 data_cost: 0.0010 ips: 12.7291 images/s [11/19 13:21:33] ppdet.engine INFO: Epoch: [85] [1620/3251] learning_rate: 0.010200 loss_vfl: 0.730353 loss_bbox: 0.236600 loss_dfl: 0.173548 loss: 1.157885 eta: 1 day, 4:39:05 batch_cost: 2.3265 data_cost: 0.0009 ips: 12.0353 images/s [11/19 13:22:19] ppdet.engine INFO: Epoch: [85] [1640/3251] learning_rate: 0.010191 loss_vfl: 0.713156 loss_bbox: 0.234559 loss_dfl: 0.169079 loss: 1.126943 eta: 1 day, 4:38:21 batch_cost: 2.1570 data_cost: 0.0009 ips: 12.9811 images/s [11/19 13:23:04] ppdet.engine INFO: Epoch: [85] [1660/3251] learning_rate: 0.010183 loss_vfl: 0.745468 loss_bbox: 0.248762 loss_dfl: 0.165769 loss: 1.149254 eta: 1 day, 4:37:37 batch_cost: 2.1154 data_cost: 0.0011 ips: 13.2361 images/s [11/19 13:23:52] ppdet.engine INFO: Epoch: [85] [1680/3251] learning_rate: 0.010174 loss_vfl: 0.750487 loss_bbox: 0.250155 loss_dfl: 0.175271 loss: 1.206484 eta: 1 day, 4:36:53 batch_cost: 2.2197 data_cost: 0.0010 ips: 12.6142 images/s [11/19 13:24:39] ppdet.engine INFO: Epoch: [85] [1700/3251] learning_rate: 0.010166 loss_vfl: 0.700755 loss_bbox: 0.266776 loss_dfl: 0.189126 loss: 1.170163 eta: 1 day, 4:36:10 batch_cost: 2.2304 data_cost: 0.0010 ips: 12.5536 images/s [11/19 13:25:27] ppdet.engine INFO: Epoch: [85] [1720/3251] learning_rate: 0.010157 loss_vfl: 0.744955 loss_bbox: 0.242226 loss_dfl: 0.164235 loss: 1.143135 eta: 1 day, 4:35:26 batch_cost: 2.1738 data_cost: 0.0011 ips: 12.8808 images/s [11/19 13:26:14] ppdet.engine INFO: Epoch: [85] [1740/3251] learning_rate: 0.010149 loss_vfl: 0.742763 loss_bbox: 0.229258 loss_dfl: 0.167519 loss: 1.139462 eta: 1 day, 4:34:42 batch_cost: 2.2128 data_cost: 0.0009 ips: 12.6536 images/s [11/19 13:27:02] ppdet.engine INFO: Epoch: [85] [1760/3251] learning_rate: 0.010140 loss_vfl: 0.733242 loss_bbox: 0.227662 loss_dfl: 0.166206 loss: 1.130422 eta: 1 day, 4:33:59 batch_cost: 2.2547 data_cost: 0.0013 ips: 12.4188 images/s [11/19 13:27:52] ppdet.engine INFO: Epoch: [85] [1780/3251] learning_rate: 0.010132 loss_vfl: 0.721821 loss_bbox: 0.243854 loss_dfl: 0.173750 loss: 1.137469 eta: 1 day, 4:33:16 batch_cost: 2.3985 data_cost: 0.0009 ips: 11.6740 images/s [11/19 13:28:38] ppdet.engine INFO: Epoch: [85] [1800/3251] learning_rate: 0.010123 loss_vfl: 0.737725 loss_bbox: 0.244653 loss_dfl: 0.164216 loss: 1.149522 eta: 1 day, 4:32:32 batch_cost: 2.1713 data_cost: 0.0009 ips: 12.8955 images/s [11/19 13:29:26] ppdet.engine INFO: Epoch: [85] [1820/3251] learning_rate: 0.010115 loss_vfl: 0.718354 loss_bbox: 0.244823 loss_dfl: 0.175189 loss: 1.148610 eta: 1 day, 4:31:49 batch_cost: 2.3110 data_cost: 0.0010 ips: 12.1161 images/s [11/19 13:30:14] ppdet.engine INFO: Epoch: [85] [1840/3251] learning_rate: 0.010106 loss_vfl: 0.732913 loss_bbox: 0.294168 loss_dfl: 0.200137 loss: 1.239065 eta: 1 day, 4:31:05 batch_cost: 2.2000 data_cost: 0.0010 ips: 12.7270 images/s [11/19 13:30:59] ppdet.engine INFO: Epoch: [85] [1860/3251] learning_rate: 0.010098 loss_vfl: 0.730750 loss_bbox: 0.266336 loss_dfl: 0.177767 loss: 1.198541 eta: 1 day, 4:30:21 batch_cost: 2.1643 data_cost: 0.0010 ips: 12.9373 images/s [11/19 13:31:48] ppdet.engine INFO: Epoch: [85] [1880/3251] learning_rate: 0.010089 loss_vfl: 0.740953 loss_bbox: 0.226253 loss_dfl: 0.171473 loss: 1.137324 eta: 1 day, 4:29:38 batch_cost: 2.2880 data_cost: 0.0009 ips: 12.2380 images/s [11/19 13:32:33] ppdet.engine INFO: Epoch: [85] [1900/3251] learning_rate: 0.010081 loss_vfl: 0.727965 loss_bbox: 0.287752 loss_dfl: 0.204307 loss: 1.218576 eta: 1 day, 4:28:54 batch_cost: 2.1798 data_cost: 0.0010 ips: 12.8452 images/s [11/19 13:33:21] ppdet.engine INFO: Epoch: [85] [1920/3251] learning_rate: 0.010072 loss_vfl: 0.760151 loss_bbox: 0.266655 loss_dfl: 0.177680 loss: 1.185124 eta: 1 day, 4:28:11 batch_cost: 2.3059 data_cost: 0.0011 ips: 12.1430 images/s [11/19 13:34:07] ppdet.engine INFO: Epoch: [85] [1940/3251] learning_rate: 0.010064 loss_vfl: 0.743138 loss_bbox: 0.234773 loss_dfl: 0.163621 loss: 1.123963 eta: 1 day, 4:27:27 batch_cost: 2.1578 data_cost: 0.0009 ips: 12.9764 images/s [11/19 13:34:55] ppdet.engine INFO: Epoch: [85] [1960/3251] learning_rate: 0.010056 loss_vfl: 0.720700 loss_bbox: 0.244977 loss_dfl: 0.171297 loss: 1.134319 eta: 1 day, 4:26:43 batch_cost: 2.2672 data_cost: 0.0009 ips: 12.3498 images/s [11/19 13:35:41] ppdet.engine INFO: Epoch: [85] [1980/3251] learning_rate: 0.010047 loss_vfl: 0.745597 loss_bbox: 0.254994 loss_dfl: 0.180898 loss: 1.172462 eta: 1 day, 4:25:59 batch_cost: 2.1272 data_cost: 0.0010 ips: 13.1627 images/s [11/19 13:36:27] ppdet.engine INFO: Epoch: [85] [2000/3251] learning_rate: 0.010039 loss_vfl: 0.707458 loss_bbox: 0.267719 loss_dfl: 0.193852 loss: 1.172890 eta: 1 day, 4:25:15 batch_cost: 2.1771 data_cost: 0.0010 ips: 12.8609 images/s [11/19 13:37:13] ppdet.engine INFO: Epoch: [85] [2020/3251] learning_rate: 0.010030 loss_vfl: 0.740084 loss_bbox: 0.275168 loss_dfl: 0.181838 loss: 1.195094 eta: 1 day, 4:24:32 batch_cost: 2.2065 data_cost: 0.0010 ips: 12.6899 images/s [11/19 13:38:01] ppdet.engine INFO: Epoch: [85] [2040/3251] learning_rate: 0.010022 loss_vfl: 0.731844 loss_bbox: 0.246283 loss_dfl: 0.172267 loss: 1.144417 eta: 1 day, 4:23:48 batch_cost: 2.2297 data_cost: 0.0010 ips: 12.5579 images/s [11/19 13:38:46] ppdet.engine INFO: Epoch: [85] [2060/3251] learning_rate: 0.010013 loss_vfl: 0.756041 loss_bbox: 0.263310 loss_dfl: 0.193949 loss: 1.151282 eta: 1 day, 4:23:04 batch_cost: 2.1490 data_cost: 0.0009 ips: 13.0294 images/s [11/19 13:39:34] ppdet.engine INFO: Epoch: [85] [2080/3251] learning_rate: 0.010005 loss_vfl: 0.721034 loss_bbox: 0.274593 loss_dfl: 0.180994 loss: 1.145043 eta: 1 day, 4:22:21 batch_cost: 2.2654 data_cost: 0.0015 ips: 12.3600 images/s [11/19 13:40:20] ppdet.engine INFO: Epoch: [85] [2100/3251] learning_rate: 0.009996 loss_vfl: 0.747732 loss_bbox: 0.239579 loss_dfl: 0.169904 loss: 1.160451 eta: 1 day, 4:21:36 batch_cost: 2.0427 data_cost: 0.0010 ips: 13.7072 images/s [11/19 13:41:07] ppdet.engine INFO: Epoch: [85] [2120/3251] learning_rate: 0.009988 loss_vfl: 0.745949 loss_bbox: 0.247539 loss_dfl: 0.175168 loss: 1.161512 eta: 1 day, 4:20:53 batch_cost: 2.1636 data_cost: 0.0010 ips: 12.9414 images/s [11/19 13:41:55] ppdet.engine INFO: Epoch: [85] [2140/3251] learning_rate: 0.009980 loss_vfl: 0.709749 loss_bbox: 0.248235 loss_dfl: 0.175501 loss: 1.127327 eta: 1 day, 4:20:09 batch_cost: 2.2612 data_cost: 0.0011 ips: 12.3830 images/s [11/19 13:42:41] ppdet.engine INFO: Epoch: [85] [2160/3251] learning_rate: 0.009971 loss_vfl: 0.722500 loss_bbox: 0.251601 loss_dfl: 0.182099 loss: 1.144028 eta: 1 day, 4:19:25 batch_cost: 2.1526 data_cost: 0.0010 ips: 13.0075 images/s [11/19 13:43:27] ppdet.engine INFO: Epoch: [85] [2180/3251] learning_rate: 0.009963 loss_vfl: 0.728924 loss_bbox: 0.231499 loss_dfl: 0.165799 loss: 1.133794 eta: 1 day, 4:18:41 batch_cost: 2.1835 data_cost: 0.0017 ips: 12.8234 images/s [11/19 13:44:15] ppdet.engine INFO: Epoch: [85] [2200/3251] learning_rate: 0.009954 loss_vfl: 0.745570 loss_bbox: 0.243329 loss_dfl: 0.170938 loss: 1.156171 eta: 1 day, 4:17:58 batch_cost: 2.2427 data_cost: 0.0010 ips: 12.4850 images/s [11/19 13:45:04] ppdet.engine INFO: Epoch: [85] [2220/3251] learning_rate: 0.009946 loss_vfl: 0.747993 loss_bbox: 0.251592 loss_dfl: 0.172727 loss: 1.203946 eta: 1 day, 4:17:15 batch_cost: 2.3291 data_cost: 0.0009 ips: 12.0217 images/s [11/19 13:45:51] ppdet.engine INFO: Epoch: [85] [2240/3251] learning_rate: 0.009938 loss_vfl: 0.728258 loss_bbox: 0.214289 loss_dfl: 0.155319 loss: 1.119345 eta: 1 day, 4:16:31 batch_cost: 2.2182 data_cost: 0.0010 ips: 12.6228 images/s [11/19 13:46:39] ppdet.engine INFO: Epoch: [85] [2260/3251] learning_rate: 0.009929 loss_vfl: 0.731601 loss_bbox: 0.229543 loss_dfl: 0.164259 loss: 1.135092 eta: 1 day, 4:15:47 batch_cost: 2.2461 data_cost: 0.0011 ips: 12.4660 images/s [11/19 13:47:27] ppdet.engine INFO: Epoch: [85] [2280/3251] learning_rate: 0.009921 loss_vfl: 0.737811 loss_bbox: 0.279497 loss_dfl: 0.190968 loss: 1.207069 eta: 1 day, 4:15:04 batch_cost: 2.3335 data_cost: 0.0011 ips: 11.9991 images/s [11/19 13:48:12] ppdet.engine INFO: Epoch: [85] [2300/3251] learning_rate: 0.009912 loss_vfl: 0.728067 loss_bbox: 0.285742 loss_dfl: 0.188946 loss: 1.193132 eta: 1 day, 4:14:20 batch_cost: 2.0473 data_cost: 0.0011 ips: 13.6767 images/s [11/19 13:49:00] ppdet.engine INFO: Epoch: [85] [2320/3251] learning_rate: 0.009904 loss_vfl: 0.748478 loss_bbox: 0.286964 loss_dfl: 0.188389 loss: 1.212973 eta: 1 day, 4:13:36 batch_cost: 2.1900 data_cost: 0.0010 ips: 12.7855 images/s [11/19 13:49:47] ppdet.engine INFO: Epoch: [85] [2340/3251] learning_rate: 0.009896 loss_vfl: 0.749296 loss_bbox: 0.224186 loss_dfl: 0.165642 loss: 1.142778 eta: 1 day, 4:12:52 batch_cost: 2.1896 data_cost: 0.0010 ips: 12.7878 images/s [11/19 13:50:33] ppdet.engine INFO: Epoch: [85] [2360/3251] learning_rate: 0.009887 loss_vfl: 0.724948 loss_bbox: 0.257600 loss_dfl: 0.176127 loss: 1.161740 eta: 1 day, 4:12:09 batch_cost: 2.2099 data_cost: 0.0010 ips: 12.6703 images/s [11/19 13:51:21] ppdet.engine INFO: Epoch: [85] [2380/3251] learning_rate: 0.009879 loss_vfl: 0.727279 loss_bbox: 0.237639 loss_dfl: 0.176903 loss: 1.141162 eta: 1 day, 4:11:25 batch_cost: 2.2778 data_cost: 0.0015 ips: 12.2926 images/s [11/19 13:52:10] ppdet.engine INFO: Epoch: [85] [2400/3251] learning_rate: 0.009870 loss_vfl: 0.719262 loss_bbox: 0.239804 loss_dfl: 0.171113 loss: 1.146592 eta: 1 day, 4:10:42 batch_cost: 2.2673 data_cost: 0.0010 ips: 12.3493 images/s [11/19 13:52:58] ppdet.engine INFO: Epoch: [85] [2420/3251] learning_rate: 0.009862 loss_vfl: 0.722545 loss_bbox: 0.242148 loss_dfl: 0.166527 loss: 1.121160 eta: 1 day, 4:09:58 batch_cost: 2.2699 data_cost: 0.0009 ips: 12.3355 images/s [11/19 13:53:46] ppdet.engine INFO: Epoch: [85] [2440/3251] learning_rate: 0.009854 loss_vfl: 0.732064 loss_bbox: 0.252047 loss_dfl: 0.171002 loss: 1.163442 eta: 1 day, 4:09:15 batch_cost: 2.2768 data_cost: 0.0016 ips: 12.2978 images/s [11/19 13:54:34] ppdet.engine INFO: Epoch: [85] [2460/3251] learning_rate: 0.009845 loss_vfl: 0.737102 loss_bbox: 0.238999 loss_dfl: 0.166472 loss: 1.147141 eta: 1 day, 4:08:31 batch_cost: 2.2472 data_cost: 0.0011 ips: 12.4600 images/s [11/19 13:55:20] ppdet.engine INFO: Epoch: [85] [2480/3251] learning_rate: 0.009837 loss_vfl: 0.712014 loss_bbox: 0.269212 loss_dfl: 0.177149 loss: 1.151144 eta: 1 day, 4:07:47 batch_cost: 2.1784 data_cost: 0.0010 ips: 12.8533 images/s [11/19 13:56:06] ppdet.engine INFO: Epoch: [85] [2500/3251] learning_rate: 0.009829 loss_vfl: 0.721518 loss_bbox: 0.256364 loss_dfl: 0.183754 loss: 1.188382 eta: 1 day, 4:07:04 batch_cost: 2.1589 data_cost: 0.0009 ips: 12.9697 images/s [11/19 13:56:54] ppdet.engine INFO: Epoch: [85] [2520/3251] learning_rate: 0.009820 loss_vfl: 0.748507 loss_bbox: 0.249981 loss_dfl: 0.174309 loss: 1.181524 eta: 1 day, 4:06:20 batch_cost: 2.2958 data_cost: 0.0010 ips: 12.1961 images/s [11/19 13:57:42] ppdet.engine INFO: Epoch: [85] [2540/3251] learning_rate: 0.009812 loss_vfl: 0.730175 loss_bbox: 0.238023 loss_dfl: 0.163996 loss: 1.169497 eta: 1 day, 4:05:37 batch_cost: 2.2422 data_cost: 0.0009 ips: 12.4879 images/s [11/19 13:58:31] ppdet.engine INFO: Epoch: [85] [2560/3251] learning_rate: 0.009804 loss_vfl: 0.757026 loss_bbox: 0.241210 loss_dfl: 0.174124 loss: 1.170019 eta: 1 day, 4:04:53 batch_cost: 2.2863 data_cost: 0.0009 ips: 12.2468 images/s [11/19 13:59:17] ppdet.engine INFO: Epoch: [85] [2580/3251] learning_rate: 0.009795 loss_vfl: 0.726566 loss_bbox: 0.219236 loss_dfl: 0.171016 loss: 1.134450 eta: 1 day, 4:04:09 batch_cost: 2.1714 data_cost: 0.0014 ips: 12.8949 images/s [11/19 14:00:04] ppdet.engine INFO: Epoch: [85] [2600/3251] learning_rate: 0.009787 loss_vfl: 0.737020 loss_bbox: 0.239857 loss_dfl: 0.165400 loss: 1.143447 eta: 1 day, 4:03:25 batch_cost: 2.1384 data_cost: 0.0012 ips: 13.0940 images/s [11/19 14:00:52] ppdet.engine INFO: Epoch: [85] [2620/3251] learning_rate: 0.009779 loss_vfl: 0.714656 loss_bbox: 0.240609 loss_dfl: 0.166542 loss: 1.154916 eta: 1 day, 4:02:42 batch_cost: 2.2282 data_cost: 0.0016 ips: 12.5663 images/s [11/19 14:01:38] ppdet.engine INFO: Epoch: [85] [2640/3251] learning_rate: 0.009770 loss_vfl: 0.730855 loss_bbox: 0.248109 loss_dfl: 0.167326 loss: 1.152779 eta: 1 day, 4:01:58 batch_cost: 2.1780 data_cost: 0.0010 ips: 12.8558 images/s [11/19 14:02:27] ppdet.engine INFO: Epoch: [85] [2660/3251] learning_rate: 0.009762 loss_vfl: 0.724040 loss_bbox: 0.251488 loss_dfl: 0.181393 loss: 1.188206 eta: 1 day, 4:01:15 batch_cost: 2.2725 data_cost: 0.0012 ips: 12.3214 images/s [11/19 14:03:13] ppdet.engine INFO: Epoch: [85] [2680/3251] learning_rate: 0.009754 loss_vfl: 0.721870 loss_bbox: 0.247893 loss_dfl: 0.168800 loss: 1.128966 eta: 1 day, 4:00:31 batch_cost: 2.1677 data_cost: 0.0009 ips: 12.9172 images/s [11/19 14:04:02] ppdet.engine INFO: Epoch: [85] [2700/3251] learning_rate: 0.009745 loss_vfl: 0.740099 loss_bbox: 0.240997 loss_dfl: 0.177676 loss: 1.177313 eta: 1 day, 3:59:47 batch_cost: 2.2991 data_cost: 0.0011 ips: 12.1785 images/s [11/19 14:04:49] ppdet.engine INFO: Epoch: [85] [2720/3251] learning_rate: 0.009737 loss_vfl: 0.738490 loss_bbox: 0.261402 loss_dfl: 0.180839 loss: 1.182510 eta: 1 day, 3:59:04 batch_cost: 2.2593 data_cost: 0.0010 ips: 12.3934 images/s [11/19 14:05:37] ppdet.engine INFO: Epoch: [85] [2740/3251] learning_rate: 0.009729 loss_vfl: 0.728454 loss_bbox: 0.224272 loss_dfl: 0.173055 loss: 1.148677 eta: 1 day, 3:58:20 batch_cost: 2.2577 data_cost: 0.0011 ips: 12.4020 images/s [11/19 14:06:26] ppdet.engine INFO: Epoch: [85] [2760/3251] learning_rate: 0.009720 loss_vfl: 0.732816 loss_bbox: 0.276626 loss_dfl: 0.183794 loss: 1.161106 eta: 1 day, 3:57:37 batch_cost: 2.2678 data_cost: 0.0010 ips: 12.3465 images/s [11/19 14:07:12] ppdet.engine INFO: Epoch: [85] [2780/3251] learning_rate: 0.009712 loss_vfl: 0.743016 loss_bbox: 0.254661 loss_dfl: 0.187711 loss: 1.188730 eta: 1 day, 3:56:53 batch_cost: 2.1818 data_cost: 0.0012 ips: 12.8335 images/s [11/19 14:08:00] ppdet.engine INFO: Epoch: [85] [2800/3251] learning_rate: 0.009704 loss_vfl: 0.731049 loss_bbox: 0.230119 loss_dfl: 0.165430 loss: 1.146450 eta: 1 day, 3:56:09 batch_cost: 2.1915 data_cost: 0.0010 ips: 12.7769 images/s [11/19 14:08:51] ppdet.engine INFO: Epoch: [85] [2820/3251] learning_rate: 0.009695 loss_vfl: 0.735815 loss_bbox: 0.251374 loss_dfl: 0.172562 loss: 1.145773 eta: 1 day, 3:55:26 batch_cost: 2.4338 data_cost: 0.0011 ips: 11.5044 images/s [11/19 14:09:39] ppdet.engine INFO: Epoch: [85] [2840/3251] learning_rate: 0.009687 loss_vfl: 0.731360 loss_bbox: 0.259387 loss_dfl: 0.176784 loss: 1.151502 eta: 1 day, 3:54:43 batch_cost: 2.2162 data_cost: 0.0018 ips: 12.6345 images/s [11/19 14:10:26] ppdet.engine INFO: Epoch: [85] [2860/3251] learning_rate: 0.009679 loss_vfl: 0.749077 loss_bbox: 0.262939 loss_dfl: 0.182245 loss: 1.213299 eta: 1 day, 3:53:59 batch_cost: 2.2550 data_cost: 0.0010 ips: 12.4168 images/s [11/19 14:11:14] ppdet.engine INFO: Epoch: [85] [2880/3251] learning_rate: 0.009671 loss_vfl: 0.745001 loss_bbox: 0.248688 loss_dfl: 0.182434 loss: 1.175628 eta: 1 day, 3:53:16 batch_cost: 2.2669 data_cost: 0.0009 ips: 12.3518 images/s [11/19 14:12:02] ppdet.engine INFO: Epoch: [85] [2900/3251] learning_rate: 0.009662 loss_vfl: 0.748148 loss_bbox: 0.236150 loss_dfl: 0.171165 loss: 1.130199 eta: 1 day, 3:52:32 batch_cost: 2.2905 data_cost: 0.0010 ips: 12.2242 images/s [11/19 14:12:49] ppdet.engine INFO: Epoch: [85] [2920/3251] learning_rate: 0.009654 loss_vfl: 0.735242 loss_bbox: 0.244071 loss_dfl: 0.176512 loss: 1.176007 eta: 1 day, 3:51:49 batch_cost: 2.2167 data_cost: 0.0009 ips: 12.6316 images/s [11/19 14:13:36] ppdet.engine INFO: Epoch: [85] [2940/3251] learning_rate: 0.009646 loss_vfl: 0.722988 loss_bbox: 0.246291 loss_dfl: 0.178869 loss: 1.185160 eta: 1 day, 3:51:05 batch_cost: 2.1828 data_cost: 0.0010 ips: 12.8275 images/s [11/19 14:14:21] ppdet.engine INFO: Epoch: [85] [2960/3251] learning_rate: 0.009637 loss_vfl: 0.731118 loss_bbox: 0.247424 loss_dfl: 0.174587 loss: 1.173355 eta: 1 day, 3:50:21 batch_cost: 2.1778 data_cost: 0.0011 ips: 12.8567 images/s [11/19 14:15:08] ppdet.engine INFO: Epoch: [85] [2980/3251] learning_rate: 0.009629 loss_vfl: 0.724817 loss_bbox: 0.246209 loss_dfl: 0.174178 loss: 1.179900 eta: 1 day, 3:49:37 batch_cost: 2.1505 data_cost: 0.0016 ips: 13.0204 images/s [11/19 14:15:55] ppdet.engine INFO: Epoch: [85] [3000/3251] learning_rate: 0.009621 loss_vfl: 0.693956 loss_bbox: 0.292892 loss_dfl: 0.190782 loss: 1.173869 eta: 1 day, 3:48:53 batch_cost: 2.2321 data_cost: 0.0010 ips: 12.5442 images/s [11/19 14:16:41] ppdet.engine INFO: Epoch: [85] [3020/3251] learning_rate: 0.009613 loss_vfl: 0.706931 loss_bbox: 0.284824 loss_dfl: 0.194562 loss: 1.204873 eta: 1 day, 3:48:10 batch_cost: 2.1330 data_cost: 0.0010 ips: 13.1268 images/s [11/19 14:17:27] ppdet.engine INFO: Epoch: [85] [3040/3251] learning_rate: 0.009604 loss_vfl: 0.720685 loss_bbox: 0.254377 loss_dfl: 0.172843 loss: 1.221755 eta: 1 day, 3:47:26 batch_cost: 2.1684 data_cost: 0.0010 ips: 12.9129 images/s [11/19 14:18:15] ppdet.engine INFO: Epoch: [85] [3060/3251] learning_rate: 0.009596 loss_vfl: 0.754039 loss_bbox: 0.269133 loss_dfl: 0.180123 loss: 1.209832 eta: 1 day, 3:46:42 batch_cost: 2.2597 data_cost: 0.0011 ips: 12.3909 images/s [11/19 14:19:02] ppdet.engine INFO: Epoch: [85] [3080/3251] learning_rate: 0.009588 loss_vfl: 0.740279 loss_bbox: 0.260654 loss_dfl: 0.175464 loss: 1.157481 eta: 1 day, 3:45:58 batch_cost: 2.1051 data_cost: 0.0010 ips: 13.3007 images/s [11/19 14:19:51] ppdet.engine INFO: Epoch: [85] [3100/3251] learning_rate: 0.009580 loss_vfl: 0.728221 loss_bbox: 0.264373 loss_dfl: 0.176084 loss: 1.161804 eta: 1 day, 3:45:15 batch_cost: 2.3236 data_cost: 0.0009 ips: 12.0504 images/s [11/19 14:20:38] ppdet.engine INFO: Epoch: [85] [3120/3251] learning_rate: 0.009571 loss_vfl: 0.702633 loss_bbox: 0.215984 loss_dfl: 0.155175 loss: 1.093508 eta: 1 day, 3:44:31 batch_cost: 2.1809 data_cost: 0.0010 ips: 12.8386 images/s [11/19 14:21:26] ppdet.engine INFO: Epoch: [85] [3140/3251] learning_rate: 0.009563 loss_vfl: 0.721198 loss_bbox: 0.235317 loss_dfl: 0.174923 loss: 1.148792 eta: 1 day, 3:43:48 batch_cost: 2.2834 data_cost: 0.0010 ips: 12.2625 images/s [11/19 14:22:12] ppdet.engine INFO: Epoch: [85] [3160/3251] learning_rate: 0.009555 loss_vfl: 0.715763 loss_bbox: 0.234764 loss_dfl: 0.162580 loss: 1.113199 eta: 1 day, 3:43:04 batch_cost: 2.1521 data_cost: 0.0018 ips: 13.0105 images/s [11/19 14:22:59] ppdet.engine INFO: Epoch: [85] [3180/3251] learning_rate: 0.009547 loss_vfl: 0.734308 loss_bbox: 0.258176 loss_dfl: 0.179415 loss: 1.184075 eta: 1 day, 3:42:20 batch_cost: 2.1361 data_cost: 0.0010 ips: 13.1078 images/s [11/19 14:23:45] ppdet.engine INFO: Epoch: [85] [3200/3251] learning_rate: 0.009538 loss_vfl: 0.752827 loss_bbox: 0.243118 loss_dfl: 0.160448 loss: 1.148655 eta: 1 day, 3:41:36 batch_cost: 2.2282 data_cost: 0.0010 ips: 12.5663 images/s [11/19 14:24:36] ppdet.engine INFO: Epoch: [85] [3220/3251] learning_rate: 0.009530 loss_vfl: 0.746842 loss_bbox: 0.219485 loss_dfl: 0.160649 loss: 1.127173 eta: 1 day, 3:40:53 batch_cost: 2.4505 data_cost: 0.0011 ips: 11.4262 images/s [11/19 14:25:24] ppdet.engine INFO: Epoch: [85] [3240/3251] learning_rate: 0.009522 loss_vfl: 0.743490 loss_bbox: 0.227173 loss_dfl: 0.159024 loss: 1.149585 eta: 1 day, 3:40:10 batch_cost: 2.2238 data_cost: 0.0016 ips: 12.5911 images/s [11/19 14:25:42] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_lcnet_2_5x_640_mainbody [11/19 14:25:43] ppdet.engine INFO: Eval iter: 0 [11/19 14:26:34] ppdet.engine INFO: Eval iter: 100 [11/19 14:27:01] ppdet.engine INFO: Eval iter: 200 [11/19 14:27:28] ppdet.engine INFO: Eval iter: 300 [11/19 14:27:55] ppdet.engine INFO: Eval iter: 400 [11/19 14:28:22] ppdet.engine INFO: Eval iter: 500 [11/19 14:28:49] ppdet.engine INFO: Eval iter: 600 [11/19 14:29:15] ppdet.engine INFO: Eval iter: 700 [11/19 14:29:42] ppdet.engine INFO: Eval iter: 800 [11/19 14:30:09] ppdet.engine INFO: Eval iter: 900 [11/19 14:30:36] ppdet.engine INFO: Eval iter: 1000 [11/19 14:31:03] ppdet.engine INFO: Eval iter: 1100 [11/19 14:31:31] ppdet.engine INFO: Eval iter: 1200 [11/19 14:31:58] ppdet.engine INFO: Eval iter: 1300 [11/19 14:32:24] ppdet.engine INFO: Eval iter: 1400 [11/19 14:32:50] ppdet.engine INFO: Eval iter: 1500 [11/19 14:33:16] ppdet.engine INFO: Eval iter: 1600 [11/19 14:33:43] ppdet.engine INFO: Eval iter: 1700 [11/19 14:34:10] ppdet.engine INFO: Eval iter: 1800 [11/19 14:34:37] ppdet.engine INFO: Eval iter: 1900 [11/19 14:35:03] ppdet.engine INFO: Eval iter: 2000 [11/19 14:35:30] ppdet.engine INFO: Eval iter: 2100 [11/19 14:35:57] ppdet.engine INFO: Eval iter: 2200 [11/19 14:36:27] ppdet.engine INFO: Eval iter: 2300 [11/19 14:37:24] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json. loading annotations into memory... Done (t=1.26s) creating index... index created! [11/19 14:37:25] ppdet.metrics.coco_utils INFO: Start evaluate... Loading and preparing results... DONE (t=17.34s) creating index... index created! Running per image evaluation... Evaluate annotation type *bbox* DONE (t=374.50s). Accumulating evaluation results... DONE (t=27.93s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.387 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.576 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.412 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.237 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.473 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.477 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.084 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.393 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.605 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.376 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.637 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.749 [11/19 14:44:28] ppdet.engine INFO: Total sample number: 19074, averge FPS: 28.515251010661725 [11/19 14:44:28] ppdet.engine INFO: Best test bbox ap is 0.415. [11/19 14:44:30] ppdet.engine INFO: Epoch: [86] [ 0/3251] learning_rate: 0.009517 loss_vfl: 0.752058 loss_bbox: 0.257771 loss_dfl: 0.176304 loss: 1.228879 eta: 1 day, 3:39:43 batch_cost: 1.4334 data_cost: 0.0028 ips: 19.5334 images/s [11/19 14:45:17] ppdet.engine INFO: Epoch: [86] [ 20/3251] learning_rate: 0.009509 loss_vfl: 0.729455 loss_bbox: 0.280961 loss_dfl: 0.186284 loss: 1.202994 eta: 1 day, 3:39:00 batch_cost: 2.2430 data_cost: 0.0011 ips: 12.4831 images/s [11/19 14:46:04] ppdet.engine INFO: Epoch: [86] [ 40/3251] learning_rate: 0.009501 loss_vfl: 0.726480 loss_bbox: 0.269072 loss_dfl: 0.186527 loss: 1.188225 eta: 1 day, 3:38:16 batch_cost: 2.1229 data_cost: 0.0011 ips: 13.1897 images/s [11/19 14:46:52] ppdet.engine INFO: Epoch: [86] [ 60/3251] learning_rate: 0.009493 loss_vfl: 0.742368 loss_bbox: 0.260402 loss_dfl: 0.169720 loss: 1.183903 eta: 1 day, 3:37:32 batch_cost: 2.2719 data_cost: 0.0010 ips: 12.3246 images/s [11/19 14:47:41] ppdet.engine INFO: Epoch: [86] [ 80/3251] learning_rate: 0.009484 loss_vfl: 0.737057 loss_bbox: 0.238762 loss_dfl: 0.162192 loss: 1.137828 eta: 1 day, 3:36:49 batch_cost: 2.3267 data_cost: 0.0011 ips: 12.0340 images/s [11/19 14:48:26] ppdet.engine INFO: Epoch: [86] [ 100/3251] learning_rate: 0.009476 loss_vfl: 0.745520 loss_bbox: 0.246639 loss_dfl: 0.166037 loss: 1.170919 eta: 1 day, 3:36:05 batch_cost: 2.1359 data_cost: 0.0010 ips: 13.1092 images/s [11/19 14:49:16] ppdet.engine INFO: Epoch: [86] [ 120/3251] learning_rate: 0.009468 loss_vfl: 0.715124 loss_bbox: 0.253848 loss_dfl: 0.180498 loss: 1.169486 eta: 1 day, 3:35:22 batch_cost: 2.3464 data_cost: 0.0017 ips: 11.9334 images/s [11/19 14:50:03] ppdet.engine INFO: Epoch: [86] [ 140/3251] learning_rate: 0.009460 loss_vfl: 0.728635 loss_bbox: 0.234924 loss_dfl: 0.159884 loss: 1.133409 eta: 1 day, 3:34:38 batch_cost: 2.2810 data_cost: 0.0010 ips: 12.2752 images/s [11/19 14:50:51] ppdet.engine INFO: Epoch: [86] [ 160/3251] learning_rate: 0.009452 loss_vfl: 0.724973 loss_bbox: 0.281979 loss_dfl: 0.192246 loss: 1.191552 eta: 1 day, 3:33:54 batch_cost: 2.1672 data_cost: 0.0017 ips: 12.9202 images/s [11/19 14:51:36] ppdet.engine INFO: Epoch: [86] [ 180/3251] learning_rate: 0.009443 loss_vfl: 0.706210 loss_bbox: 0.260642 loss_dfl: 0.178540 loss: 1.146682 eta: 1 day, 3:33:11 batch_cost: 2.1848 data_cost: 0.0010 ips: 12.8160 images/s [11/19 14:52:26] ppdet.engine INFO: Epoch: [86] [ 200/3251] learning_rate: 0.009435 loss_vfl: 0.731156 loss_bbox: 0.251509 loss_dfl: 0.173971 loss: 1.173896 eta: 1 day, 3:32:27 batch_cost: 2.2785 data_cost: 0.0010 ips: 12.2885 images/s [11/19 14:53:12] ppdet.engine INFO: Epoch: [86] [ 220/3251] learning_rate: 0.009427 loss_vfl: 0.729930 loss_bbox: 0.246411 loss_dfl: 0.174447 loss: 1.192414 eta: 1 day, 3:31:44 batch_cost: 2.2075 data_cost: 0.0010 ips: 12.6839 images/s [11/19 14:53:59] ppdet.engine INFO: Epoch: [86] [ 240/3251] learning_rate: 0.009419 loss_vfl: 0.738245 loss_bbox: 0.258595 loss_dfl: 0.178123 loss: 1.202339 eta: 1 day, 3:31:00 batch_cost: 2.2481 data_cost: 0.0013 ips: 12.4548 images/s [11/19 14:54:45] ppdet.engine INFO: Epoch: [86] [ 260/3251] learning_rate: 0.009411 loss_vfl: 0.717527 loss_bbox: 0.277570 loss_dfl: 0.183025 loss: 1.178936 eta: 1 day, 3:30:16 batch_cost: 2.2053 data_cost: 0.0010 ips: 12.6964 images/s [11/19 14:55:31] ppdet.engine INFO: Epoch: [86] [ 280/3251] learning_rate: 0.009402 loss_vfl: 0.739815 loss_bbox: 0.220951 loss_dfl: 0.162512 loss: 1.133279 eta: 1 day, 3:29:33 batch_cost: 2.2135 data_cost: 0.0012 ips: 12.6496 images/s [11/19 14:56:19] ppdet.engine INFO: Epoch: [86] [ 300/3251] learning_rate: 0.009394 loss_vfl: 0.723054 loss_bbox: 0.237780 loss_dfl: 0.171942 loss: 1.145793 eta: 1 day, 3:28:49 batch_cost: 2.2175 data_cost: 0.0010 ips: 12.6271 images/s [11/19 14:57:05] ppdet.engine INFO: Epoch: [86] [ 320/3251] learning_rate: 0.009386 loss_vfl: 0.736973 loss_bbox: 0.231584 loss_dfl: 0.171702 loss: 1.161109 eta: 1 day, 3:28:05 batch_cost: 2.2207 data_cost: 0.0010 ips: 12.6086 images/s [11/19 14:57:52] ppdet.engine INFO: Epoch: [86] [ 340/3251] learning_rate: 0.009378 loss_vfl: 0.720137 loss_bbox: 0.248525 loss_dfl: 0.173263 loss: 1.142646 eta: 1 day, 3:27:22 batch_cost: 2.2625 data_cost: 0.0010 ips: 12.3755 images/s [11/19 14:58:40] ppdet.engine INFO: Epoch: [86] [ 360/3251] learning_rate: 0.009370 loss_vfl: 0.704885 loss_bbox: 0.261543 loss_dfl: 0.190480 loss: 1.143193 eta: 1 day, 3:26:38 batch_cost: 2.2496 data_cost: 0.0014 ips: 12.4469 images/s [11/19 14:59:28] ppdet.engine INFO: Epoch: [86] [ 380/3251] learning_rate: 0.009362 loss_vfl: 0.723849 loss_bbox: 0.252602 loss_dfl: 0.168641 loss: 1.158815 eta: 1 day, 3:25:55 batch_cost: 2.2297 data_cost: 0.0015 ips: 12.5580 images/s [11/19 15:00:16] ppdet.engine INFO: Epoch: [86] [ 400/3251] learning_rate: 0.009353 loss_vfl: 0.733775 loss_bbox: 0.252939 loss_dfl: 0.173198 loss: 1.187223 eta: 1 day, 3:25:11 batch_cost: 2.2836 data_cost: 0.0010 ips: 12.2614 images/s [11/19 15:01:02] ppdet.engine INFO: Epoch: [86] [ 420/3251] learning_rate: 0.009345 loss_vfl: 0.730880 loss_bbox: 0.215617 loss_dfl: 0.155995 loss: 1.070813 eta: 1 day, 3:24:27 batch_cost: 2.1884 data_cost: 0.0012 ips: 12.7946 images/s [11/19 15:01:46] ppdet.engine INFO: Epoch: [86] [ 440/3251] learning_rate: 0.009337 loss_vfl: 0.714082 loss_bbox: 0.237292 loss_dfl: 0.167596 loss: 1.134781 eta: 1 day, 3:23:43 batch_cost: 2.0963 data_cost: 0.0010 ips: 13.3571 images/s [11/19 15:02:35] ppdet.engine INFO: Epoch: [86] [ 460/3251] learning_rate: 0.009329 loss_vfl: 0.754628 loss_bbox: 0.255071 loss_dfl: 0.172487 loss: 1.173028 eta: 1 day, 3:23:00 batch_cost: 2.3168 data_cost: 0.0013 ips: 12.0859 images/s [11/19 15:03:21] ppdet.engine INFO: Epoch: [86] [ 480/3251] learning_rate: 0.009321 loss_vfl: 0.728449 loss_bbox: 0.253718 loss_dfl: 0.177654 loss: 1.151570 eta: 1 day, 3:22:16 batch_cost: 2.0151 data_cost: 0.0010 ips: 13.8948 images/s [11/19 15:04:08] ppdet.engine INFO: Epoch: [86] [ 500/3251] learning_rate: 0.009313 loss_vfl: 0.737662 loss_bbox: 0.260577 loss_dfl: 0.177483 loss: 1.176847 eta: 1 day, 3:21:32 batch_cost: 2.2631 data_cost: 0.0010 ips: 12.3722 images/s [11/19 15:04:54] ppdet.engine INFO: Epoch: [86] [ 520/3251] learning_rate: 0.009304 loss_vfl: 0.716146 loss_bbox: 0.259127 loss_dfl: 0.171035 loss: 1.158731 eta: 1 day, 3:20:48 batch_cost: 2.1961 data_cost: 0.0009 ips: 12.7501 images/s [11/19 15:05:40] ppdet.engine INFO: Epoch: [86] [ 540/3251] learning_rate: 0.009296 loss_vfl: 0.717684 loss_bbox: 0.252303 loss_dfl: 0.179428 loss: 1.149833 eta: 1 day, 3:20:04 batch_cost: 2.0841 data_cost: 0.0010 ips: 13.4351 images/s [11/19 15:06:28] ppdet.engine INFO: Epoch: [86] [ 560/3251] learning_rate: 0.009288 loss_vfl: 0.755356 loss_bbox: 0.270042 loss_dfl: 0.180367 loss: 1.195785 eta: 1 day, 3:19:21 batch_cost: 2.2298 data_cost: 0.0010 ips: 12.5574 images/s [11/19 15:07:12] ppdet.engine INFO: Epoch: [86] [ 580/3251] learning_rate: 0.009280 loss_vfl: 0.730371 loss_bbox: 0.241859 loss_dfl: 0.156104 loss: 1.141081 eta: 1 day, 3:18:37 batch_cost: 2.1440 data_cost: 0.0009 ips: 13.0598 images/s [11/19 15:08:00] ppdet.engine INFO: Epoch: [86] [ 600/3251] learning_rate: 0.009272 loss_vfl: 0.709084 loss_bbox: 0.248911 loss_dfl: 0.165352 loss: 1.126269 eta: 1 day, 3:17:53 batch_cost: 2.2077 data_cost: 0.0012 ips: 12.6831 images/s [11/19 15:08:50] ppdet.engine INFO: Epoch: [86] [ 620/3251] learning_rate: 0.009264 loss_vfl: 0.730164 loss_bbox: 0.260052 loss_dfl: 0.177258 loss: 1.188810 eta: 1 day, 3:17:10 batch_cost: 2.2716 data_cost: 0.0010 ips: 12.3261 images/s [11/19 15:09:34] ppdet.engine INFO: Epoch: [86] [ 640/3251] learning_rate: 0.009256 loss_vfl: 0.717293 loss_bbox: 0.249631 loss_dfl: 0.176551 loss: 1.164031 eta: 1 day, 3:16:25 batch_cost: 2.0853 data_cost: 0.0010 ips: 13.4272 images/s [11/19 15:10:20] ppdet.engine INFO: Epoch: [86] [ 660/3251] learning_rate: 0.009248 loss_vfl: 0.713723 loss_bbox: 0.272452 loss_dfl: 0.185589 loss: 1.166680 eta: 1 day, 3:15:42 batch_cost: 2.2184 data_cost: 0.0010 ips: 12.6219 images/s [11/19 15:11:09] ppdet.engine INFO: Epoch: [86] [ 680/3251] learning_rate: 0.009239 loss_vfl: 0.727658 loss_bbox: 0.263853 loss_dfl: 0.178908 loss: 1.182779 eta: 1 day, 3:14:58 batch_cost: 2.3196 data_cost: 0.0010 ips: 12.0709 images/s [11/19 15:11:56] ppdet.engine INFO: Epoch: [86] [ 700/3251] learning_rate: 0.009231 loss_vfl: 0.723064 loss_bbox: 0.244812 loss_dfl: 0.175783 loss: 1.142514 eta: 1 day, 3:14:15 batch_cost: 2.2474 data_cost: 0.0011 ips: 12.4586 images/s [11/19 15:12:42] ppdet.engine INFO: Epoch: [86] [ 720/3251] learning_rate: 0.009223 loss_vfl: 0.726191 loss_bbox: 0.273022 loss_dfl: 0.187813 loss: 1.211327 eta: 1 day, 3:13:31 batch_cost: 2.1751 data_cost: 0.0011 ips: 12.8729 images/s [11/19 15:13:29] ppdet.engine INFO: Epoch: [86] [ 740/3251] learning_rate: 0.009215 loss_vfl: 0.718871 loss_bbox: 0.234059 loss_dfl: 0.166577 loss: 1.133602 eta: 1 day, 3:12:47 batch_cost: 2.1929 data_cost: 0.0009 ips: 12.7682 images/s [11/19 15:14:16] ppdet.engine INFO: Epoch: [86] [ 760/3251] learning_rate: 0.009207 loss_vfl: 0.714713 loss_bbox: 0.225762 loss_dfl: 0.175249 loss: 1.112588 eta: 1 day, 3:12:04 batch_cost: 2.2820 data_cost: 0.0011 ips: 12.2701 images/s [11/19 15:15:03] ppdet.engine INFO: Epoch: [86] [ 780/3251] learning_rate: 0.009199 loss_vfl: 0.708552 loss_bbox: 0.247336 loss_dfl: 0.187097 loss: 1.173259 eta: 1 day, 3:11:20 batch_cost: 2.0762 data_cost: 0.0010 ips: 13.4860 images/s [11/19 15:15:48] ppdet.engine INFO: Epoch: [86] [ 800/3251] learning_rate: 0.009191 loss_vfl: 0.749202 loss_bbox: 0.240322 loss_dfl: 0.176728 loss: 1.165617 eta: 1 day, 3:10:36 batch_cost: 2.1646 data_cost: 0.0010 ips: 12.9357 images/s [11/19 15:16:36] ppdet.engine INFO: Epoch: [86] [ 820/3251] learning_rate: 0.009183 loss_vfl: 0.727631 loss_bbox: 0.253819 loss_dfl: 0.179377 loss: 1.163297 eta: 1 day, 3:09:52 batch_cost: 2.2406 data_cost: 0.0010 ips: 12.4966 images/s [11/19 15:17:24] ppdet.engine INFO: Epoch: [86] [ 840/3251] learning_rate: 0.009175 loss_vfl: 0.729318 loss_bbox: 0.243020 loss_dfl: 0.173026 loss: 1.157203 eta: 1 day, 3:09:09 batch_cost: 2.2487 data_cost: 0.0010 ips: 12.4519 images/s [11/19 15:18:11] ppdet.engine INFO: Epoch: [86] [ 860/3251] learning_rate: 0.009167 loss_vfl: 0.722868 loss_bbox: 0.244884 loss_dfl: 0.169758 loss: 1.113600 eta: 1 day, 3:08:25 batch_cost: 2.2606 data_cost: 0.0009 ips: 12.3860 images/s [11/19 15:18:58] ppdet.engine INFO: Epoch: [86] [ 880/3251] learning_rate: 0.009158 loss_vfl: 0.708638 loss_bbox: 0.249233 loss_dfl: 0.181710 loss: 1.159370 eta: 1 day, 3:07:42 batch_cost: 2.2316 data_cost: 0.0011 ips: 12.5470 images/s [11/19 15:19:44] ppdet.engine INFO: Epoch: [86] [ 900/3251] learning_rate: 0.009150 loss_vfl: 0.730279 loss_bbox: 0.238470 loss_dfl: 0.165958 loss: 1.165790 eta: 1 day, 3:06:58 batch_cost: 2.0979 data_cost: 0.0014 ips: 13.3468 images/s [11/19 15:20:30] ppdet.engine INFO: Epoch: [86] [ 920/3251] learning_rate: 0.009142 loss_vfl: 0.727057 loss_bbox: 0.295793 loss_dfl: 0.183959 loss: 1.198855 eta: 1 day, 3:06:14 batch_cost: 2.1764 data_cost: 0.0009 ips: 12.8650 images/s [11/19 15:21:18] ppdet.engine INFO: Epoch: [86] [ 940/3251] learning_rate: 0.009134 loss_vfl: 0.725551 loss_bbox: 0.250273 loss_dfl: 0.176449 loss: 1.178289 eta: 1 day, 3:05:30 batch_cost: 2.2187 data_cost: 0.0010 ips: 12.6200 images/s [11/19 15:22:03] ppdet.engine INFO: Epoch: [86] [ 960/3251] learning_rate: 0.009126 loss_vfl: 0.729844 loss_bbox: 0.230296 loss_dfl: 0.166156 loss: 1.141240 eta: 1 day, 3:04:46 batch_cost: 2.0935 data_cost: 0.0010 ips: 13.3746 images/s [11/19 15:22:52] ppdet.engine INFO: Epoch: [86] [ 980/3251] learning_rate: 0.009118 loss_vfl: 0.716159 loss_bbox: 0.234062 loss_dfl: 0.175226 loss: 1.150815 eta: 1 day, 3:04:03 batch_cost: 2.2700 data_cost: 0.0010 ips: 12.3348 images/s [11/19 15:23:40] ppdet.engine INFO: Epoch: [86] [1000/3251] learning_rate: 0.009110 loss_vfl: 0.743926 loss_bbox: 0.266152 loss_dfl: 0.180180 loss: 1.201016 eta: 1 day, 3:03:19 batch_cost: 2.2556 data_cost: 0.0010 ips: 12.4137 images/s [11/19 15:24:26] ppdet.engine INFO: Epoch: [86] [1020/3251] learning_rate: 0.009102 loss_vfl: 0.706565 loss_bbox: 0.276777 loss_dfl: 0.188297 loss: 1.197613 eta: 1 day, 3:02:35 batch_cost: 2.1767 data_cost: 0.0093 ips: 12.8634 images/s [11/19 15:25:13] ppdet.engine INFO: Epoch: [86] [1040/3251] learning_rate: 0.009094 loss_vfl: 0.731597 loss_bbox: 0.259438 loss_dfl: 0.174635 loss: 1.164443 eta: 1 day, 3:01:52 batch_cost: 2.2510 data_cost: 0.0009 ips: 12.4389 images/s [11/19 15:25:59] ppdet.engine INFO: Epoch: [86] [1060/3251] learning_rate: 0.009086 loss_vfl: 0.738074 loss_bbox: 0.250995 loss_dfl: 0.178247 loss: 1.181192 eta: 1 day, 3:01:08 batch_cost: 2.1276 data_cost: 0.0010 ips: 13.1606 images/s [11/19 15:26:45] ppdet.engine INFO: Epoch: [86] [1080/3251] learning_rate: 0.009078 loss_vfl: 0.724375 loss_bbox: 0.253843 loss_dfl: 0.182636 loss: 1.141701 eta: 1 day, 3:00:24 batch_cost: 2.2406 data_cost: 0.0009 ips: 12.4967 images/s [11/19 15:27:33] ppdet.engine INFO: Epoch: [86] [1100/3251] learning_rate: 0.009070 loss_vfl: 0.720290 loss_bbox: 0.279290 loss_dfl: 0.198509 loss: 1.202547 eta: 1 day, 2:59:41 batch_cost: 2.2772 data_cost: 0.0015 ips: 12.2957 images/s [11/19 15:28:18] ppdet.engine INFO: Epoch: [86] [1120/3251] learning_rate: 0.009062 loss_vfl: 0.721593 loss_bbox: 0.233370 loss_dfl: 0.168495 loss: 1.142183 eta: 1 day, 2:58:57 batch_cost: 2.1279 data_cost: 0.0010 ips: 13.1583 images/s [11/19 15:29:04] ppdet.engine INFO: Epoch: [86] [1140/3251] learning_rate: 0.009054 loss_vfl: 0.745921 loss_bbox: 0.251928 loss_dfl: 0.181601 loss: 1.162948 eta: 1 day, 2:58:13 batch_cost: 2.1177 data_cost: 0.0012 ips: 13.2219 images/s [11/19 15:29:50] ppdet.engine INFO: Epoch: [86] [1160/3251] learning_rate: 0.009046 loss_vfl: 0.734068 loss_bbox: 0.222688 loss_dfl: 0.167089 loss: 1.126274 eta: 1 day, 2:57:29 batch_cost: 2.1959 data_cost: 0.0011 ips: 12.7513 images/s [11/19 15:30:40] ppdet.engine INFO: Epoch: [86] [1180/3251] learning_rate: 0.009038 loss_vfl: 0.725687 loss_bbox: 0.264295 loss_dfl: 0.181182 loss: 1.193343 eta: 1 day, 2:56:45 batch_cost: 2.2691 data_cost: 0.0010 ips: 12.3396 images/s [11/19 15:31:27] ppdet.engine INFO: Epoch: [86] [1200/3251] learning_rate: 0.009030 loss_vfl: 0.738441 loss_bbox: 0.242414 loss_dfl: 0.167536 loss: 1.148563 eta: 1 day, 2:56:02 batch_cost: 2.2407 data_cost: 0.0010 ips: 12.4963 images/s [11/19 15:32:13] ppdet.engine INFO: Epoch: [86] [1220/3251] learning_rate: 0.009022 loss_vfl: 0.730003 loss_bbox: 0.254619 loss_dfl: 0.167222 loss: 1.156377 eta: 1 day, 2:55:18 batch_cost: 2.1778 data_cost: 0.0012 ips: 12.8573 images/s [11/19 15:33:01] ppdet.engine INFO: Epoch: [86] [1240/3251] learning_rate: 0.009014 loss_vfl: 0.711498 loss_bbox: 0.241298 loss_dfl: 0.163609 loss: 1.133783 eta: 1 day, 2:54:35 batch_cost: 2.2786 data_cost: 0.0010 ips: 12.2883 images/s [11/19 15:33:47] ppdet.engine INFO: Epoch: [86] [1260/3251] learning_rate: 0.009006 loss_vfl: 0.718386 loss_bbox: 0.241191 loss_dfl: 0.175295 loss: 1.145064 eta: 1 day, 2:53:51 batch_cost: 2.2239 data_cost: 0.0010 ips: 12.5906 images/s [11/19 15:34:35] ppdet.engine INFO: Epoch: [86] [1280/3251] learning_rate: 0.008998 loss_vfl: 0.745817 loss_bbox: 0.267543 loss_dfl: 0.180692 loss: 1.175258 eta: 1 day, 2:53:07 batch_cost: 2.2636 data_cost: 0.0009 ips: 12.3696 images/s [11/19 15:35:23] ppdet.engine INFO: Epoch: [86] [1300/3251] learning_rate: 0.008990 loss_vfl: 0.728735 loss_bbox: 0.261342 loss_dfl: 0.172704 loss: 1.207176 eta: 1 day, 2:52:24 batch_cost: 2.2224 data_cost: 0.0018 ips: 12.5993 images/s [11/19 15:36:11] ppdet.engine INFO: Epoch: [86] [1320/3251] learning_rate: 0.008982 loss_vfl: 0.723867 loss_bbox: 0.260440 loss_dfl: 0.181161 loss: 1.177924 eta: 1 day, 2:51:40 batch_cost: 2.1636 data_cost: 0.0009 ips: 12.9417 images/s [11/19 15:36:59] ppdet.engine INFO: Epoch: [86] [1340/3251] learning_rate: 0.008974 loss_vfl: 0.738073 loss_bbox: 0.248443 loss_dfl: 0.175697 loss: 1.195256 eta: 1 day, 2:50:56 batch_cost: 2.2681 data_cost: 0.0010 ips: 12.3454 images/s [11/19 15:37:44] ppdet.engine INFO: Epoch: [86] [1360/3251] learning_rate: 0.008966 loss_vfl: 0.718528 loss_bbox: 0.259950 loss_dfl: 0.184259 loss: 1.165371 eta: 1 day, 2:50:12 batch_cost: 2.1100 data_cost: 0.0021 ips: 13.2699 images/s [11/19 15:38:33] ppdet.engine INFO: Epoch: [86] [1380/3251] learning_rate: 0.008958 loss_vfl: 0.715469 loss_bbox: 0.282133 loss_dfl: 0.194089 loss: 1.189863 eta: 1 day, 2:49:29 batch_cost: 2.2781 data_cost: 0.0012 ips: 12.2908 images/s [11/19 15:39:19] ppdet.engine INFO: Epoch: [86] [1400/3251] learning_rate: 0.008950 loss_vfl: 0.755257 loss_bbox: 0.257240 loss_dfl: 0.174444 loss: 1.198786 eta: 1 day, 2:48:45 batch_cost: 2.1477 data_cost: 0.0011 ips: 13.0374 images/s [11/19 15:40:07] ppdet.engine INFO: Epoch: [86] [1420/3251] learning_rate: 0.008942 loss_vfl: 0.713753 loss_bbox: 0.263090 loss_dfl: 0.182643 loss: 1.149064 eta: 1 day, 2:48:02 batch_cost: 2.3001 data_cost: 0.0011 ips: 12.1736 images/s [11/19 15:40:55] ppdet.engine INFO: Epoch: [86] [1440/3251] learning_rate: 0.008934 loss_vfl: 0.724894 loss_bbox: 0.275388 loss_dfl: 0.187227 loss: 1.182882 eta: 1 day, 2:47:18 batch_cost: 2.2995 data_cost: 0.0012 ips: 12.1767 images/s [11/19 15:41:42] ppdet.engine INFO: Epoch: [86] [1460/3251] learning_rate: 0.008926 loss_vfl: 0.746375 loss_bbox: 0.250019 loss_dfl: 0.184597 loss: 1.189100 eta: 1 day, 2:46:34 batch_cost: 2.1985 data_cost: 0.0011 ips: 12.7362 images/s [11/19 15:42:28] ppdet.engine INFO: Epoch: [86] [1480/3251] learning_rate: 0.008918 loss_vfl: 0.731260 loss_bbox: 0.257887 loss_dfl: 0.180202 loss: 1.193923 eta: 1 day, 2:45:51 batch_cost: 2.1374 data_cost: 0.0011 ips: 13.0998 images/s [11/19 15:43:14] ppdet.engine INFO: Epoch: [86] [1500/3251] learning_rate: 0.008910 loss_vfl: 0.749280 loss_bbox: 0.249922 loss_dfl: 0.161961 loss: 1.142527 eta: 1 day, 2:45:07 batch_cost: 2.1873 data_cost: 0.0010 ips: 12.8014 images/s [11/19 15:44:02] ppdet.engine INFO: Epoch: [86] [1520/3251] learning_rate: 0.008902 loss_vfl: 0.691763 loss_bbox: 0.263845 loss_dfl: 0.184701 loss: 1.176598 eta: 1 day, 2:44:23 batch_cost: 2.2520 data_cost: 0.0010 ips: 12.4332 images/s [11/19 15:44:51] ppdet.engine INFO: Epoch: [86] [1540/3251] learning_rate: 0.008894 loss_vfl: 0.725913 loss_bbox: 0.252905 loss_dfl: 0.174251 loss: 1.178885 eta: 1 day, 2:43:40 batch_cost: 2.3425 data_cost: 0.0009 ips: 11.9532 images/s [11/19 15:45:37] ppdet.engine INFO: Epoch: [86] [1560/3251] learning_rate: 0.008886 loss_vfl: 0.764127 loss_bbox: 0.235005 loss_dfl: 0.164680 loss: 1.122976 eta: 1 day, 2:42:56 batch_cost: 2.1257 data_cost: 0.0010 ips: 13.1719 images/s [11/19 15:46:24] ppdet.engine INFO: Epoch: [86] [1580/3251] learning_rate: 0.008878 loss_vfl: 0.745832 loss_bbox: 0.240857 loss_dfl: 0.172681 loss: 1.150554 eta: 1 day, 2:42:12 batch_cost: 2.2517 data_cost: 0.0010 ips: 12.4352 images/s [11/19 15:47:13] ppdet.engine INFO: Epoch: [86] [1600/3251] learning_rate: 0.008870 loss_vfl: 0.734907 loss_bbox: 0.230015 loss_dfl: 0.173795 loss: 1.126453 eta: 1 day, 2:41:29 batch_cost: 2.2682 data_cost: 0.0009 ips: 12.3447 images/s [11/19 15:47:59] ppdet.engine INFO: Epoch: [86] [1620/3251] learning_rate: 0.008862 loss_vfl: 0.739528 loss_bbox: 0.269390 loss_dfl: 0.191314 loss: 1.178107 eta: 1 day, 2:40:45 batch_cost: 2.2022 data_cost: 0.0010 ips: 12.7144 images/s [11/19 15:48:46] ppdet.engine INFO: Epoch: [86] [1640/3251] learning_rate: 0.008854 loss_vfl: 0.744571 loss_bbox: 0.246149 loss_dfl: 0.182711 loss: 1.190412 eta: 1 day, 2:40:02 batch_cost: 2.2409 data_cost: 0.0011 ips: 12.4950 images/s [11/19 15:49:32] ppdet.engine INFO: Epoch: [86] [1660/3251] learning_rate: 0.008846 loss_vfl: 0.729978 loss_bbox: 0.235414 loss_dfl: 0.165579 loss: 1.117357 eta: 1 day, 2:39:18 batch_cost: 2.1941 data_cost: 0.0010 ips: 12.7612 images/s [11/19 15:50:19] ppdet.engine INFO: Epoch: [86] [1680/3251] learning_rate: 0.008838 loss_vfl: 0.721431 loss_bbox: 0.250373 loss_dfl: 0.172998 loss: 1.160457 eta: 1 day, 2:38:34 batch_cost: 2.2074 data_cost: 0.0009 ips: 12.6844 images/s [11/19 15:51:09] ppdet.engine INFO: Epoch: [86] [1700/3251] learning_rate: 0.008830 loss_vfl: 0.742944 loss_bbox: 0.268091 loss_dfl: 0.187080 loss: 1.191436 eta: 1 day, 2:37:51 batch_cost: 2.3258 data_cost: 0.0009 ips: 12.0389 images/s [11/19 15:51:58] ppdet.engine INFO: Epoch: [86] [1720/3251] learning_rate: 0.008822 loss_vfl: 0.735921 loss_bbox: 0.263431 loss_dfl: 0.180288 loss: 1.172739 eta: 1 day, 2:37:08 batch_cost: 2.3296 data_cost: 0.0010 ips: 12.0192 images/s [11/19 15:52:43] ppdet.engine INFO: Epoch: [86] [1740/3251] learning_rate: 0.008814 loss_vfl: 0.742169 loss_bbox: 0.243373 loss_dfl: 0.173561 loss: 1.179344 eta: 1 day, 2:36:23 batch_cost: 2.0381 data_cost: 0.0011 ips: 13.7384 images/s [11/19 15:53:31] ppdet.engine INFO: Epoch: [86] [1760/3251] learning_rate: 0.008806 loss_vfl: 0.747347 loss_bbox: 0.268108 loss_dfl: 0.173057 loss: 1.179240 eta: 1 day, 2:35:40 batch_cost: 2.2772 data_cost: 0.0010 ips: 12.2960 images/s [11/19 15:54:18] ppdet.engine INFO: Epoch: [86] [1780/3251] learning_rate: 0.008798 loss_vfl: 0.754600 loss_bbox: 0.234015 loss_dfl: 0.169846 loss: 1.174012 eta: 1 day, 2:34:56 batch_cost: 2.2169 data_cost: 0.0010 ips: 12.6303 images/s [11/19 15:55:05] ppdet.engine INFO: Epoch: [86] [1800/3251] learning_rate: 0.008790 loss_vfl: 0.730262 loss_bbox: 0.229552 loss_dfl: 0.172075 loss: 1.135805 eta: 1 day, 2:34:13 batch_cost: 2.2429 data_cost: 0.0010 ips: 12.4836 images/s [11/19 15:55:52] ppdet.engine INFO: Epoch: [86] [1820/3251] learning_rate: 0.008782 loss_vfl: 0.745128 loss_bbox: 0.239611 loss_dfl: 0.168122 loss: 1.132988 eta: 1 day, 2:33:29 batch_cost: 2.2333 data_cost: 0.0010 ips: 12.5377 images/s [11/19 15:56:39] ppdet.engine INFO: Epoch: [86] [1840/3251] learning_rate: 0.008775 loss_vfl: 0.735564 loss_bbox: 0.218388 loss_dfl: 0.161536 loss: 1.119004 eta: 1 day, 2:32:45 batch_cost: 2.1918 data_cost: 0.0011 ips: 12.7749 images/s [11/19 15:57:27] ppdet.engine INFO: Epoch: [86] [1860/3251] learning_rate: 0.008767 loss_vfl: 0.729604 loss_bbox: 0.278869 loss_dfl: 0.192759 loss: 1.189490 eta: 1 day, 2:32:02 batch_cost: 2.2841 data_cost: 0.0010 ips: 12.2584 images/s [11/19 15:58:13] ppdet.engine INFO: Epoch: [86] [1880/3251] learning_rate: 0.008759 loss_vfl: 0.732930 loss_bbox: 0.266069 loss_dfl: 0.177757 loss: 1.165646 eta: 1 day, 2:31:18 batch_cost: 2.1829 data_cost: 0.0010 ips: 12.8273 images/s [11/19 15:59:02] ppdet.engine INFO: Epoch: [86] [1900/3251] learning_rate: 0.008751 loss_vfl: 0.709331 loss_bbox: 0.221116 loss_dfl: 0.156752 loss: 1.105404 eta: 1 day, 2:30:35 batch_cost: 2.3313 data_cost: 0.0155 ips: 12.0106 images/s [11/19 15:59:51] ppdet.engine INFO: Epoch: [86] [1920/3251] learning_rate: 0.008743 loss_vfl: 0.715764 loss_bbox: 0.263504 loss_dfl: 0.182657 loss: 1.147509 eta: 1 day, 2:29:51 batch_cost: 2.3279 data_cost: 0.0010 ips: 12.0280 images/s [11/19 16:00:37] ppdet.engine INFO: Epoch: [86] [1940/3251] learning_rate: 0.008735 loss_vfl: 0.726648 loss_bbox: 0.250218 loss_dfl: 0.178015 loss: 1.157337 eta: 1 day, 2:29:07 batch_cost: 2.1419 data_cost: 0.0009 ips: 13.0726 images/s [11/19 16:01:26] ppdet.engine INFO: Epoch: [86] [1960/3251] learning_rate: 0.008727 loss_vfl: 0.727215 loss_bbox: 0.219571 loss_dfl: 0.161098 loss: 1.123836 eta: 1 day, 2:28:24 batch_cost: 2.2848 data_cost: 0.0010 ips: 12.2551 images/s [11/19 16:02:11] ppdet.engine INFO: Epoch: [86] [1980/3251] learning_rate: 0.008719 loss_vfl: 0.700802 loss_bbox: 0.242079 loss_dfl: 0.175733 loss: 1.150669 eta: 1 day, 2:27:40 batch_cost: 2.1564 data_cost: 0.0011 ips: 12.9846 images/s [11/19 16:02:59] ppdet.engine INFO: Epoch: [86] [2000/3251] learning_rate: 0.008711 loss_vfl: 0.732943 loss_bbox: 0.260754 loss_dfl: 0.178716 loss: 1.177256 eta: 1 day, 2:26:57 batch_cost: 2.3122 data_cost: 0.0010 ips: 12.1099 images/s [11/19 16:03:47] ppdet.engine INFO: Epoch: [86] [2020/3251] learning_rate: 0.008703 loss_vfl: 0.713441 loss_bbox: 0.266855 loss_dfl: 0.185732 loss: 1.168222 eta: 1 day, 2:26:13 batch_cost: 2.2512 data_cost: 0.0010 ips: 12.4379 images/s [11/19 16:04:34] ppdet.engine INFO: Epoch: [86] [2040/3251] learning_rate: 0.008696 loss_vfl: 0.732924 loss_bbox: 0.240711 loss_dfl: 0.172062 loss: 1.143358 eta: 1 day, 2:25:29 batch_cost: 2.2192 data_cost: 0.0009 ips: 12.6171 images/s [11/19 16:05:22] ppdet.engine INFO: Epoch: [86] [2060/3251] learning_rate: 0.008688 loss_vfl: 0.731459 loss_bbox: 0.257797 loss_dfl: 0.181913 loss: 1.185013 eta: 1 day, 2:24:46 batch_cost: 2.2807 data_cost: 0.0010 ips: 12.2767 images/s [11/19 16:06:10] ppdet.engine INFO: Epoch: [86] [2080/3251] learning_rate: 0.008680 loss_vfl: 0.732060 loss_bbox: 0.247977 loss_dfl: 0.175330 loss: 1.183373 eta: 1 day, 2:24:03 batch_cost: 2.3226 data_cost: 0.0010 ips: 12.0553 images/s [11/19 16:07:00] ppdet.engine INFO: Epoch: [86] [2100/3251] learning_rate: 0.008672 loss_vfl: 0.716606 loss_bbox: 0.207325 loss_dfl: 0.153080 loss: 1.091998 eta: 1 day, 2:23:19 batch_cost: 2.2987 data_cost: 0.0011 ips: 12.1809 images/s [11/19 16:07:47] ppdet.engine INFO: Epoch: [86] [2120/3251] learning_rate: 0.008664 loss_vfl: 0.745910 loss_bbox: 0.226941 loss_dfl: 0.160789 loss: 1.109368 eta: 1 day, 2:22:35 batch_cost: 2.1914 data_cost: 0.0010 ips: 12.7774 images/s [11/19 16:08:35] ppdet.engine INFO: Epoch: [86] [2140/3251] learning_rate: 0.008656 loss_vfl: 0.731415 loss_bbox: 0.246878 loss_dfl: 0.170252 loss: 1.133752 eta: 1 day, 2:21:52 batch_cost: 2.2988 data_cost: 0.0009 ips: 12.1802 images/s [11/19 16:09:22] ppdet.engine INFO: Epoch: [86] [2160/3251] learning_rate: 0.008648 loss_vfl: 0.735484 loss_bbox: 0.241469 loss_dfl: 0.166181 loss: 1.158852 eta: 1 day, 2:21:08 batch_cost: 2.2241 data_cost: 0.0010 ips: 12.5895 images/s [11/19 16:10:08] ppdet.engine INFO: Epoch: [86] [2180/3251] learning_rate: 0.008640 loss_vfl: 0.732304 loss_bbox: 0.262194 loss_dfl: 0.179176 loss: 1.157426 eta: 1 day, 2:20:25 batch_cost: 2.2080 data_cost: 0.0022 ips: 12.6812 images/s [11/19 16:10:54] ppdet.engine INFO: Epoch: [86] [2200/3251] learning_rate: 0.008633 loss_vfl: 0.711274 loss_bbox: 0.227616 loss_dfl: 0.157902 loss: 1.105463 eta: 1 day, 2:19:41 batch_cost: 2.2044 data_cost: 0.0009 ips: 12.7016 images/s [11/19 16:11:40] ppdet.engine INFO: Epoch: [86] [2220/3251] learning_rate: 0.008625 loss_vfl: 0.745807 loss_bbox: 0.249524 loss_dfl: 0.178899 loss: 1.162442 eta: 1 day, 2:18:57 batch_cost: 2.1357 data_cost: 0.0010 ips: 13.1103 images/s [11/19 16:12:28] ppdet.engine INFO: Epoch: [86] [2240/3251] learning_rate: 0.008617 loss_vfl: 0.738931 loss_bbox: 0.230545 loss_dfl: 0.168367 loss: 1.125046 eta: 1 day, 2:18:14 batch_cost: 2.2998 data_cost: 0.0009 ips: 12.1748 images/s [11/19 16:13:14] ppdet.engine INFO: Epoch: [86] [2260/3251] learning_rate: 0.008609 loss_vfl: 0.728411 loss_bbox: 0.273678 loss_dfl: 0.191301 loss: 1.189561 eta: 1 day, 2:17:30 batch_cost: 2.1398 data_cost: 0.0090 ips: 13.0854 images/s [11/19 16:14:01] ppdet.engine INFO: Epoch: [86] [2280/3251] learning_rate: 0.008601 loss_vfl: 0.732603 loss_bbox: 0.254846 loss_dfl: 0.171891 loss: 1.155020 eta: 1 day, 2:16:46 batch_cost: 2.1769 data_cost: 0.0010 ips: 12.8625 images/s [11/19 16:14:46] ppdet.engine INFO: Epoch: [86] [2300/3251] learning_rate: 0.008593 loss_vfl: 0.725524 loss_bbox: 0.245725 loss_dfl: 0.175040 loss: 1.139077 eta: 1 day, 2:16:02 batch_cost: 2.1986 data_cost: 0.0009 ips: 12.7353 images/s [11/19 16:15:33] ppdet.engine INFO: Epoch: [86] [2320/3251] learning_rate: 0.008586 loss_vfl: 0.726949 loss_bbox: 0.252467 loss_dfl: 0.172855 loss: 1.166961 eta: 1 day, 2:15:18 batch_cost: 2.1766 data_cost: 0.0010 ips: 12.8641 images/s [11/19 16:16:19] ppdet.engine INFO: Epoch: [86] [2340/3251] learning_rate: 0.008578 loss_vfl: 0.724058 loss_bbox: 0.280158 loss_dfl: 0.194479 loss: 1.192631 eta: 1 day, 2:14:34 batch_cost: 2.1707 data_cost: 0.0013 ips: 12.8990 images/s [11/19 16:17:07] ppdet.engine INFO: Epoch: [86] [2360/3251] learning_rate: 0.008570 loss_vfl: 0.712130 loss_bbox: 0.237696 loss_dfl: 0.178773 loss: 1.153003 eta: 1 day, 2:13:51 batch_cost: 2.3052 data_cost: 0.0015 ips: 12.1463 images/s [11/19 16:17:55] ppdet.engine INFO: Epoch: [86] [2380/3251] learning_rate: 0.008562 loss_vfl: 0.734193 loss_bbox: 0.265194 loss_dfl: 0.183772 loss: 1.186982 eta: 1 day, 2:13:08 batch_cost: 2.3142 data_cost: 0.0010 ips: 12.0994 images/s [11/19 16:18:42] ppdet.engine INFO: Epoch: [86] [2400/3251] learning_rate: 0.008554 loss_vfl: 0.714341 loss_bbox: 0.249927 loss_dfl: 0.183649 loss: 1.153378 eta: 1 day, 2:12:24 batch_cost: 2.1546 data_cost: 0.0010 ips: 12.9952 images/s [11/19 16:19:29] ppdet.engine INFO: Epoch: [86] [2420/3251] learning_rate: 0.008546 loss_vfl: 0.751465 loss_bbox: 0.240823 loss_dfl: 0.174383 loss: 1.196898 eta: 1 day, 2:11:40 batch_cost: 2.1831 data_cost: 0.0010 ips: 12.8256 images/s [11/19 16:20:16] ppdet.engine INFO: Epoch: [86] [2440/3251] learning_rate: 0.008539 loss_vfl: 0.707317 loss_bbox: 0.249503 loss_dfl: 0.174590 loss: 1.119431 eta: 1 day, 2:10:56 batch_cost: 2.1821 data_cost: 0.0010 ips: 12.8317 images/s [11/19 16:21:04] ppdet.engine INFO: Epoch: [86] [2460/3251] learning_rate: 0.008531 loss_vfl: 0.733583 loss_bbox: 0.272678 loss_dfl: 0.184627 loss: 1.200338 eta: 1 day, 2:10:13 batch_cost: 2.2559 data_cost: 0.0011 ips: 12.4119 images/s [11/19 16:21:54] ppdet.engine INFO: Epoch: [86] [2480/3251] learning_rate: 0.008523 loss_vfl: 0.742785 loss_bbox: 0.235986 loss_dfl: 0.164313 loss: 1.151087 eta: 1 day, 2:09:29 batch_cost: 2.3589 data_cost: 0.0132 ips: 11.8700 images/s [11/19 16:22:41] ppdet.engine INFO: Epoch: [86] [2500/3251] learning_rate: 0.008515 loss_vfl: 0.732713 loss_bbox: 0.243174 loss_dfl: 0.171516 loss: 1.140385 eta: 1 day, 2:08:46 batch_cost: 2.2420 data_cost: 0.0010 ips: 12.4887 images/s [11/19 16:23:26] ppdet.engine INFO: Epoch: [86] [2520/3251] learning_rate: 0.008507 loss_vfl: 0.727427 loss_bbox: 0.236017 loss_dfl: 0.170498 loss: 1.144334 eta: 1 day, 2:08:02 batch_cost: 2.1541 data_cost: 0.0009 ips: 12.9986 images/s [11/19 16:24:15] ppdet.engine INFO: Epoch: [86] [2540/3251] learning_rate: 0.008500 loss_vfl: 0.718746 loss_bbox: 0.252128 loss_dfl: 0.181081 loss: 1.151036 eta: 1 day, 2:07:18 batch_cost: 2.2672 data_cost: 0.0015 ips: 12.3501 images/s [11/19 16:25:04] ppdet.engine INFO: Epoch: [86] [2560/3251] learning_rate: 0.008492 loss_vfl: 0.732866 loss_bbox: 0.256304 loss_dfl: 0.182839 loss: 1.130370 eta: 1 day, 2:06:35 batch_cost: 2.3763 data_cost: 0.0009 ips: 11.7832 images/s [11/19 16:25:51] ppdet.engine INFO: Epoch: [86] [2580/3251] learning_rate: 0.008484 loss_vfl: 0.740661 loss_bbox: 0.271891 loss_dfl: 0.193304 loss: 1.202223 eta: 1 day, 2:05:52 batch_cost: 2.2647 data_cost: 0.0014 ips: 12.3636 images/s [11/19 16:26:38] ppdet.engine INFO: Epoch: [86] [2600/3251] learning_rate: 0.008476 loss_vfl: 0.733620 loss_bbox: 0.248738 loss_dfl: 0.181236 loss: 1.158258 eta: 1 day, 2:05:08 batch_cost: 2.2040 data_cost: 0.0009 ips: 12.7040 images/s [11/19 16:27:24] ppdet.engine INFO: Epoch: [86] [2620/3251] learning_rate: 0.008468 loss_vfl: 0.719729 loss_bbox: 0.253960 loss_dfl: 0.180358 loss: 1.141168 eta: 1 day, 2:04:24 batch_cost: 2.1890 data_cost: 0.0010 ips: 12.7911 images/s [11/19 16:28:10] ppdet.engine INFO: Epoch: [86] [2640/3251] learning_rate: 0.008461 loss_vfl: 0.727530 loss_bbox: 0.258660 loss_dfl: 0.170310 loss: 1.169222 eta: 1 day, 2:03:40 batch_cost: 2.1647 data_cost: 0.0011 ips: 12.9348 images/s [11/19 16:28:56] ppdet.engine INFO: Epoch: [86] [2660/3251] learning_rate: 0.008453 loss_vfl: 0.716842 loss_bbox: 0.221108 loss_dfl: 0.160849 loss: 1.120740 eta: 1 day, 2:02:57 batch_cost: 2.1812 data_cost: 0.0012 ips: 12.8370 images/s [11/19 16:29:44] ppdet.engine INFO: Epoch: [86] [2680/3251] learning_rate: 0.008445 loss_vfl: 0.718857 loss_bbox: 0.268420 loss_dfl: 0.191591 loss: 1.194113 eta: 1 day, 2:02:13 batch_cost: 2.3390 data_cost: 0.0009 ips: 11.9711 images/s [11/19 16:30:30] ppdet.engine INFO: Epoch: [86] [2700/3251] learning_rate: 0.008437 loss_vfl: 0.699813 loss_bbox: 0.260513 loss_dfl: 0.175716 loss: 1.139149 eta: 1 day, 2:01:29 batch_cost: 2.1393 data_cost: 0.0010 ips: 13.0882 images/s [11/19 16:31:18] ppdet.engine INFO: Epoch: [86] [2720/3251] learning_rate: 0.008430 loss_vfl: 0.763358 loss_bbox: 0.267387 loss_dfl: 0.181984 loss: 1.201510 eta: 1 day, 2:00:46 batch_cost: 2.2632 data_cost: 0.0011 ips: 12.3720 images/s [11/19 16:32:04] ppdet.engine INFO: Epoch: [86] [2740/3251] learning_rate: 0.008422 loss_vfl: 0.719691 loss_bbox: 0.270254 loss_dfl: 0.177585 loss: 1.149975 eta: 1 day, 2:00:02 batch_cost: 2.0390 data_cost: 0.0011 ips: 13.7323 images/s [11/19 16:32:49] ppdet.engine INFO: Epoch: [86] [2760/3251] learning_rate: 0.008414 loss_vfl: 0.712938 loss_bbox: 0.228188 loss_dfl: 0.153418 loss: 1.097976 eta: 1 day, 1:59:18 batch_cost: 2.0918 data_cost: 0.0009 ips: 13.3857 images/s [11/19 16:33:35] ppdet.engine INFO: Epoch: [86] [2780/3251] learning_rate: 0.008406 loss_vfl: 0.728265 loss_bbox: 0.265023 loss_dfl: 0.180965 loss: 1.192219 eta: 1 day, 1:58:34 batch_cost: 2.1797 data_cost: 0.0011 ips: 12.8461 images/s [11/19 16:34:22] ppdet.engine INFO: Epoch: [86] [2800/3251] learning_rate: 0.008398 loss_vfl: 0.714368 loss_bbox: 0.259600 loss_dfl: 0.169852 loss: 1.114347 eta: 1 day, 1:57:50 batch_cost: 2.1772 data_cost: 0.0010 ips: 12.8604 images/s [11/19 16:35:09] ppdet.engine INFO: Epoch: [86] [2820/3251] learning_rate: 0.008391 loss_vfl: 0.744960 loss_bbox: 0.230635 loss_dfl: 0.169806 loss: 1.144317 eta: 1 day, 1:57:06 batch_cost: 2.2759 data_cost: 0.0009 ips: 12.3030 images/s [11/19 16:35:57] ppdet.engine INFO: Epoch: [86] [2840/3251] learning_rate: 0.008383 loss_vfl: 0.726717 loss_bbox: 0.237539 loss_dfl: 0.158571 loss: 1.103164 eta: 1 day, 1:56:23 batch_cost: 2.2590 data_cost: 0.0010 ips: 12.3950 images/s [11/19 16:36:42] ppdet.engine INFO: Epoch: [86] [2860/3251] learning_rate: 0.008375 loss_vfl: 0.733325 loss_bbox: 0.242914 loss_dfl: 0.182906 loss: 1.183958 eta: 1 day, 1:55:39 batch_cost: 2.1604 data_cost: 0.0009 ips: 12.9607 images/s [11/19 16:37:31] ppdet.engine INFO: Epoch: [86] [2880/3251] learning_rate: 0.008368 loss_vfl: 0.734309 loss_bbox: 0.268761 loss_dfl: 0.181879 loss: 1.192212 eta: 1 day, 1:54:56 batch_cost: 2.3143 data_cost: 0.0009 ips: 12.0990 images/s [11/19 16:38:18] ppdet.engine INFO: Epoch: [86] [2900/3251] learning_rate: 0.008360 loss_vfl: 0.741316 loss_bbox: 0.240094 loss_dfl: 0.170874 loss: 1.155016 eta: 1 day, 1:54:12 batch_cost: 2.1617 data_cost: 0.0011 ips: 12.9527 images/s [11/19 16:39:06] ppdet.engine INFO: Epoch: [86] [2920/3251] learning_rate: 0.008352 loss_vfl: 0.722280 loss_bbox: 0.270586 loss_dfl: 0.181351 loss: 1.165907 eta: 1 day, 1:53:28 batch_cost: 2.1834 data_cost: 0.0012 ips: 12.8238 images/s [11/19 16:39:52] ppdet.engine INFO: Epoch: [86] [2940/3251] learning_rate: 0.008344 loss_vfl: 0.747028 loss_bbox: 0.239693 loss_dfl: 0.172970 loss: 1.132344 eta: 1 day, 1:52:44 batch_cost: 2.1983 data_cost: 0.0011 ips: 12.7370 images/s [11/19 16:40:40] ppdet.engine INFO: Epoch: [86] [2960/3251] learning_rate: 0.008337 loss_vfl: 0.743409 loss_bbox: 0.232776 loss_dfl: 0.169489 loss: 1.135374 eta: 1 day, 1:52:01 batch_cost: 2.1972 data_cost: 0.0015 ips: 12.7434 images/s [11/19 16:41:27] ppdet.engine INFO: Epoch: [86] [2980/3251] learning_rate: 0.008329 loss_vfl: 0.718983 loss_bbox: 0.244456 loss_dfl: 0.174547 loss: 1.147507 eta: 1 day, 1:51:17 batch_cost: 2.2892 data_cost: 0.0010 ips: 12.2314 images/s [11/19 16:42:16] ppdet.engine INFO: Epoch: [86] [3000/3251] learning_rate: 0.008321 loss_vfl: 0.720303 loss_bbox: 0.243111 loss_dfl: 0.164313 loss: 1.147915 eta: 1 day, 1:50:34 batch_cost: 2.2631 data_cost: 0.0010 ips: 12.3725 images/s [11/19 16:43:04] ppdet.engine INFO: Epoch: [86] [3020/3251] learning_rate: 0.008313 loss_vfl: 0.722255 loss_bbox: 0.241930 loss_dfl: 0.165695 loss: 1.147585 eta: 1 day, 1:49:50 batch_cost: 2.2340 data_cost: 0.0010 ips: 12.5336 images/s [11/19 16:43:49] ppdet.engine INFO: Epoch: [86] [3040/3251] learning_rate: 0.008306 loss_vfl: 0.733049 loss_bbox: 0.258996 loss_dfl: 0.178764 loss: 1.181713 eta: 1 day, 1:49:06 batch_cost: 2.0783 data_cost: 0.0009 ips: 13.4724 images/s [11/19 16:44:37] ppdet.engine INFO: Epoch: [86] [3060/3251] learning_rate: 0.008298 loss_vfl: 0.728375 loss_bbox: 0.252456 loss_dfl: 0.166934 loss: 1.152554 eta: 1 day, 1:48:22 batch_cost: 2.2690 data_cost: 0.0010 ips: 12.3403 images/s [11/19 16:45:24] ppdet.engine INFO: Epoch: [86] [3080/3251] learning_rate: 0.008290 loss_vfl: 0.716782 loss_bbox: 0.244479 loss_dfl: 0.166026 loss: 1.121364 eta: 1 day, 1:47:39 batch_cost: 2.2328 data_cost: 0.0010 ips: 12.5402 images/s [11/19 16:46:09] ppdet.engine INFO: Epoch: [86] [3100/3251] learning_rate: 0.008283 loss_vfl: 0.722555 loss_bbox: 0.242067 loss_dfl: 0.169972 loss: 1.132687 eta: 1 day, 1:46:55 batch_cost: 2.1629 data_cost: 0.0010 ips: 12.9457 images/s [11/19 16:46:57] ppdet.engine INFO: Epoch: [86] [3120/3251] learning_rate: 0.008275 loss_vfl: 0.734570 loss_bbox: 0.253550 loss_dfl: 0.178585 loss: 1.176796 eta: 1 day, 1:46:11 batch_cost: 2.1844 data_cost: 0.0010 ips: 12.8184 images/s [11/19 16:47:44] ppdet.engine INFO: Epoch: [86] [3140/3251] learning_rate: 0.008267 loss_vfl: 0.728570 loss_bbox: 0.250317 loss_dfl: 0.180250 loss: 1.161388 eta: 1 day, 1:45:27 batch_cost: 2.1961 data_cost: 0.0011 ips: 12.7498 images/s [11/19 16:48:30] ppdet.engine INFO: Epoch: [86] [3160/3251] learning_rate: 0.008259 loss_vfl: 0.719570 loss_bbox: 0.252563 loss_dfl: 0.174611 loss: 1.142486 eta: 1 day, 1:44:44 batch_cost: 2.1957 data_cost: 0.0009 ips: 12.7525 images/s [11/19 16:49:18] ppdet.engine INFO: Epoch: [86] [3180/3251] learning_rate: 0.008252 loss_vfl: 0.752652 loss_bbox: 0.257748 loss_dfl: 0.179770 loss: 1.191673 eta: 1 day, 1:44:00 batch_cost: 2.3107 data_cost: 0.0010 ips: 12.1178 images/s [11/19 16:50:04] ppdet.engine INFO: Epoch: [86] [3200/3251] learning_rate: 0.008244 loss_vfl: 0.732449 loss_bbox: 0.249875 loss_dfl: 0.181506 loss: 1.197502 eta: 1 day, 1:43:16 batch_cost: 2.1311 data_cost: 0.0011 ips: 13.1385 images/s [11/19 16:50:52] ppdet.engine INFO: Epoch: [86] [3220/3251] learning_rate: 0.008236 loss_vfl: 0.719318 loss_bbox: 0.273735 loss_dfl: 0.192589 loss: 1.205774 eta: 1 day, 1:42:33 batch_cost: 2.2719 data_cost: 0.0010 ips: 12.3243 images/s [11/19 16:51:38] ppdet.engine INFO: Epoch: [86] [3240/3251] learning_rate: 0.008229 loss_vfl: 0.737229 loss_bbox: 0.241551 loss_dfl: 0.163517 loss: 1.140188 eta: 1 day, 1:41:49 batch_cost: 2.1962 data_cost: 0.0014 ips: 12.7491 images/s [11/19 16:52:14] ppdet.engine INFO: Epoch: [87] [ 0/3251] learning_rate: 0.008225 loss_vfl: 0.736371 loss_bbox: 0.233300 loss_dfl: 0.160528 loss: 1.131685 eta: 1 day, 1:41:25 batch_cost: 2.2199 data_cost: 0.4976 ips: 12.6129 images/s [11/19 16:53:09] ppdet.engine INFO: Epoch: [87] [ 20/3251] learning_rate: 0.008217 loss_vfl: 0.720438 loss_bbox: 0.249469 loss_dfl: 0.173406 loss: 1.154507 eta: 1 day, 1:40:43 batch_cost: 2.6479 data_cost: 0.0010 ips: 10.5743 images/s [11/19 16:53:58] ppdet.engine INFO: Epoch: [87] [ 40/3251] learning_rate: 0.008209 loss_vfl: 0.736703 loss_bbox: 0.249794 loss_dfl: 0.179554 loss: 1.167269 eta: 1 day, 1:39:59 batch_cost: 2.2748 data_cost: 0.0011 ips: 12.3088 images/s [11/19 16:54:45] ppdet.engine INFO: Epoch: [87] [ 60/3251] learning_rate: 0.008202 loss_vfl: 0.730386 loss_bbox: 0.244677 loss_dfl: 0.172051 loss: 1.149399 eta: 1 day, 1:39:15 batch_cost: 2.1811 data_cost: 0.0010 ips: 12.8375 images/s [11/19 16:55:31] ppdet.engine INFO: Epoch: [87] [ 80/3251] learning_rate: 0.008194 loss_vfl: 0.739552 loss_bbox: 0.260882 loss_dfl: 0.176488 loss: 1.171634 eta: 1 day, 1:38:32 batch_cost: 2.2317 data_cost: 0.0009 ips: 12.5464 images/s [11/19 16:56:18] ppdet.engine INFO: Epoch: [87] [ 100/3251] learning_rate: 0.008186 loss_vfl: 0.713888 loss_bbox: 0.270173 loss_dfl: 0.193375 loss: 1.193445 eta: 1 day, 1:37:48 batch_cost: 2.1718 data_cost: 0.0009 ips: 12.8923 images/s [11/19 16:57:04] ppdet.engine INFO: Epoch: [87] [ 120/3251] learning_rate: 0.008179 loss_vfl: 0.744275 loss_bbox: 0.252811 loss_dfl: 0.162204 loss: 1.175520 eta: 1 day, 1:37:04 batch_cost: 2.1277 data_cost: 0.0014 ips: 13.1598 images/s [11/19 16:57:53] ppdet.engine INFO: Epoch: [87] [ 140/3251] learning_rate: 0.008171 loss_vfl: 0.706885 loss_bbox: 0.266901 loss_dfl: 0.181439 loss: 1.176770 eta: 1 day, 1:36:21 batch_cost: 2.3567 data_cost: 0.0011 ips: 11.8809 images/s [11/19 16:58:38] ppdet.engine INFO: Epoch: [87] [ 160/3251] learning_rate: 0.008163 loss_vfl: 0.727996 loss_bbox: 0.234888 loss_dfl: 0.176856 loss: 1.156731 eta: 1 day, 1:35:37 batch_cost: 2.1192 data_cost: 0.0010 ips: 13.2124 images/s [11/19 16:59:23] ppdet.engine INFO: Epoch: [87] [ 180/3251] learning_rate: 0.008156 loss_vfl: 0.736245 loss_bbox: 0.223994 loss_dfl: 0.167387 loss: 1.113476 eta: 1 day, 1:34:53 batch_cost: 2.0930 data_cost: 0.0010 ips: 13.3779 images/s [11/19 17:00:11] ppdet.engine INFO: Epoch: [87] [ 200/3251] learning_rate: 0.008148 loss_vfl: 0.704941 loss_bbox: 0.246924 loss_dfl: 0.180328 loss: 1.157508 eta: 1 day, 1:34:09 batch_cost: 2.2774 data_cost: 0.0010 ips: 12.2945 images/s [11/19 17:00:57] ppdet.engine INFO: Epoch: [87] [ 220/3251] learning_rate: 0.008140 loss_vfl: 0.731541 loss_bbox: 0.243829 loss_dfl: 0.184038 loss: 1.169058 eta: 1 day, 1:33:25 batch_cost: 2.1013 data_cost: 0.0010 ips: 13.3254 images/s [11/19 17:01:43] ppdet.engine INFO: Epoch: [87] [ 240/3251] learning_rate: 0.008133 loss_vfl: 0.729922 loss_bbox: 0.239553 loss_dfl: 0.175652 loss: 1.131916 eta: 1 day, 1:32:41 batch_cost: 2.1905 data_cost: 0.0017 ips: 12.7824 images/s [11/19 17:02:29] ppdet.engine INFO: Epoch: [87] [ 260/3251] learning_rate: 0.008125 loss_vfl: 0.722590 loss_bbox: 0.248508 loss_dfl: 0.184901 loss: 1.162422 eta: 1 day, 1:31:57 batch_cost: 2.0959 data_cost: 0.0009 ips: 13.3592 images/s [11/19 17:03:15] ppdet.engine INFO: Epoch: [87] [ 280/3251] learning_rate: 0.008117 loss_vfl: 0.738645 loss_bbox: 0.246785 loss_dfl: 0.163895 loss: 1.137824 eta: 1 day, 1:31:14 batch_cost: 2.1604 data_cost: 0.0009 ips: 12.9604 images/s [11/19 17:04:01] ppdet.engine INFO: Epoch: [87] [ 300/3251] learning_rate: 0.008110 loss_vfl: 0.719925 loss_bbox: 0.267940 loss_dfl: 0.188683 loss: 1.183252 eta: 1 day, 1:30:30 batch_cost: 2.1921 data_cost: 0.0009 ips: 12.7734 images/s [11/19 17:04:50] ppdet.engine INFO: Epoch: [87] [ 320/3251] learning_rate: 0.008102 loss_vfl: 0.711958 loss_bbox: 0.214294 loss_dfl: 0.160290 loss: 1.114375 eta: 1 day, 1:29:46 batch_cost: 2.2992 data_cost: 0.0010 ips: 12.1783 images/s [11/19 17:05:36] ppdet.engine INFO: Epoch: [87] [ 340/3251] learning_rate: 0.008095 loss_vfl: 0.717919 loss_bbox: 0.240375 loss_dfl: 0.169678 loss: 1.131439 eta: 1 day, 1:29:03 batch_cost: 2.1411 data_cost: 0.0010 ips: 13.0776 images/s [11/19 17:06:22] ppdet.engine INFO: Epoch: [87] [ 360/3251] learning_rate: 0.008087 loss_vfl: 0.730019 loss_bbox: 0.258605 loss_dfl: 0.194414 loss: 1.186419 eta: 1 day, 1:28:19 batch_cost: 2.2195 data_cost: 0.0010 ips: 12.6152 images/s [11/19 17:07:12] ppdet.engine INFO: Epoch: [87] [ 380/3251] learning_rate: 0.008079 loss_vfl: 0.726553 loss_bbox: 0.233683 loss_dfl: 0.165853 loss: 1.126934 eta: 1 day, 1:27:36 batch_cost: 2.3908 data_cost: 0.0009 ips: 11.7117 images/s [11/19 17:07:59] ppdet.engine INFO: Epoch: [87] [ 400/3251] learning_rate: 0.008072 loss_vfl: 0.722792 loss_bbox: 0.274927 loss_dfl: 0.191639 loss: 1.190556 eta: 1 day, 1:26:52 batch_cost: 2.2382 data_cost: 0.0015 ips: 12.5100 images/s [11/19 17:08:48] ppdet.engine INFO: Epoch: [87] [ 420/3251] learning_rate: 0.008064 loss_vfl: 0.719275 loss_bbox: 0.276081 loss_dfl: 0.185632 loss: 1.183939 eta: 1 day, 1:26:08 batch_cost: 2.2515 data_cost: 0.0016 ips: 12.4362 images/s [11/19 17:09:35] ppdet.engine INFO: Epoch: [87] [ 440/3251] learning_rate: 0.008057 loss_vfl: 0.719645 loss_bbox: 0.282229 loss_dfl: 0.193101 loss: 1.181886 eta: 1 day, 1:25:25 batch_cost: 2.1855 data_cost: 0.0010 ips: 12.8114 images/s [11/19 17:10:21] ppdet.engine INFO: Epoch: [87] [ 460/3251] learning_rate: 0.008049 loss_vfl: 0.740696 loss_bbox: 0.233912 loss_dfl: 0.156914 loss: 1.133718 eta: 1 day, 1:24:41 batch_cost: 2.1540 data_cost: 0.0009 ips: 12.9993 images/s [11/19 17:11:08] ppdet.engine INFO: Epoch: [87] [ 480/3251] learning_rate: 0.008041 loss_vfl: 0.707164 loss_bbox: 0.248746 loss_dfl: 0.177225 loss: 1.154454 eta: 1 day, 1:23:57 batch_cost: 2.1833 data_cost: 0.0011 ips: 12.8249 images/s [11/19 17:11:54] ppdet.engine INFO: Epoch: [87] [ 500/3251] learning_rate: 0.008034 loss_vfl: 0.704161 loss_bbox: 0.238355 loss_dfl: 0.177563 loss: 1.128207 eta: 1 day, 1:23:13 batch_cost: 2.1878 data_cost: 0.0011 ips: 12.7982 images/s [11/19 17:12:42] ppdet.engine INFO: Epoch: [87] [ 520/3251] learning_rate: 0.008026 loss_vfl: 0.731929 loss_bbox: 0.240672 loss_dfl: 0.173491 loss: 1.155238 eta: 1 day, 1:22:30 batch_cost: 2.2697 data_cost: 0.0010 ips: 12.3364 images/s [11/19 17:13:32] ppdet.engine INFO: Epoch: [87] [ 540/3251] learning_rate: 0.008019 loss_vfl: 0.743607 loss_bbox: 0.281477 loss_dfl: 0.189114 loss: 1.216250 eta: 1 day, 1:21:46 batch_cost: 2.2837 data_cost: 0.0011 ips: 12.2607 images/s [11/19 17:14:16] ppdet.engine INFO: Epoch: [87] [ 560/3251] learning_rate: 0.008011 loss_vfl: 0.712107 loss_bbox: 0.261942 loss_dfl: 0.184898 loss: 1.171923 eta: 1 day, 1:21:02 batch_cost: 2.1190 data_cost: 0.0010 ips: 13.2136 images/s [11/19 17:15:01] ppdet.engine INFO: Epoch: [87] [ 580/3251] learning_rate: 0.008003 loss_vfl: 0.729148 loss_bbox: 0.238677 loss_dfl: 0.167665 loss: 1.121189 eta: 1 day, 1:20:18 batch_cost: 2.1540 data_cost: 0.0012 ips: 12.9992 images/s [11/19 17:15:48] ppdet.engine INFO: Epoch: [87] [ 600/3251] learning_rate: 0.007996 loss_vfl: 0.743310 loss_bbox: 0.275610 loss_dfl: 0.181568 loss: 1.206254 eta: 1 day, 1:19:35 batch_cost: 2.1642 data_cost: 0.0010 ips: 12.9378 images/s [11/19 17:16:34] ppdet.engine INFO: Epoch: [87] [ 620/3251] learning_rate: 0.007988 loss_vfl: 0.725459 loss_bbox: 0.226513 loss_dfl: 0.168177 loss: 1.190923 eta: 1 day, 1:18:51 batch_cost: 2.1544 data_cost: 0.0010 ips: 12.9967 images/s [11/19 17:17:20] ppdet.engine INFO: Epoch: [87] [ 640/3251] learning_rate: 0.007981 loss_vfl: 0.719754 loss_bbox: 0.235106 loss_dfl: 0.165541 loss: 1.136379 eta: 1 day, 1:18:07 batch_cost: 2.1579 data_cost: 0.0011 ips: 12.9753 images/s [11/19 17:18:09] ppdet.engine INFO: Epoch: [87] [ 660/3251] learning_rate: 0.007973 loss_vfl: 0.726491 loss_bbox: 0.261409 loss_dfl: 0.182494 loss: 1.181314 eta: 1 day, 1:17:23 batch_cost: 2.3118 data_cost: 0.0024 ips: 12.1117 images/s [11/19 17:18:57] ppdet.engine INFO: Epoch: [87] [ 680/3251] learning_rate: 0.007966 loss_vfl: 0.730646 loss_bbox: 0.257011 loss_dfl: 0.185035 loss: 1.162652 eta: 1 day, 1:16:40 batch_cost: 2.2188 data_cost: 0.0010 ips: 12.6193 images/s [11/19 17:19:45] ppdet.engine INFO: Epoch: [87] [ 700/3251] learning_rate: 0.007958 loss_vfl: 0.755795 loss_bbox: 0.217636 loss_dfl: 0.157710 loss: 1.142050 eta: 1 day, 1:15:56 batch_cost: 2.2669 data_cost: 0.0021 ips: 12.3518 images/s [11/19 17:20:33] ppdet.engine INFO: Epoch: [87] [ 720/3251] learning_rate: 0.007950 loss_vfl: 0.703433 loss_bbox: 0.254877 loss_dfl: 0.169580 loss: 1.154186 eta: 1 day, 1:15:13 batch_cost: 2.2846 data_cost: 0.0011 ips: 12.2559 images/s [11/19 17:21:21] ppdet.engine INFO: Epoch: [87] [ 740/3251] learning_rate: 0.007943 loss_vfl: 0.702625 loss_bbox: 0.265062 loss_dfl: 0.176526 loss: 1.144809 eta: 1 day, 1:14:29 batch_cost: 2.2502 data_cost: 0.0009 ips: 12.4432 images/s [11/19 17:22:09] ppdet.engine INFO: Epoch: [87] [ 760/3251] learning_rate: 0.007935 loss_vfl: 0.722833 loss_bbox: 0.231556 loss_dfl: 0.164239 loss: 1.106593 eta: 1 day, 1:13:46 batch_cost: 2.2796 data_cost: 0.0010 ips: 12.2827 images/s [11/19 17:22:58] ppdet.engine INFO: Epoch: [87] [ 780/3251] learning_rate: 0.007928 loss_vfl: 0.710496 loss_bbox: 0.228027 loss_dfl: 0.164469 loss: 1.106402 eta: 1 day, 1:13:02 batch_cost: 2.2894 data_cost: 0.0012 ips: 12.2302 images/s [11/19 17:23:44] ppdet.engine INFO: Epoch: [87] [ 800/3251] learning_rate: 0.007920 loss_vfl: 0.728529 loss_bbox: 0.249907 loss_dfl: 0.177436 loss: 1.141893 eta: 1 day, 1:12:18 batch_cost: 2.1907 data_cost: 0.0018 ips: 12.7811 images/s [11/19 17:24:30] ppdet.engine INFO: Epoch: [87] [ 820/3251] learning_rate: 0.007913 loss_vfl: 0.739105 loss_bbox: 0.242780 loss_dfl: 0.174975 loss: 1.184342 eta: 1 day, 1:11:35 batch_cost: 2.1769 data_cost: 0.0015 ips: 12.8622 images/s [11/19 17:25:19] ppdet.engine INFO: Epoch: [87] [ 840/3251] learning_rate: 0.007905 loss_vfl: 0.704751 loss_bbox: 0.234761 loss_dfl: 0.163136 loss: 1.119513 eta: 1 day, 1:10:51 batch_cost: 2.3403 data_cost: 0.0009 ips: 11.9644 images/s [11/19 17:26:06] ppdet.engine INFO: Epoch: [87] [ 860/3251] learning_rate: 0.007898 loss_vfl: 0.708217 loss_bbox: 0.251369 loss_dfl: 0.169008 loss: 1.116596 eta: 1 day, 1:10:08 batch_cost: 2.2621 data_cost: 0.0010 ips: 12.3780 images/s [11/19 17:26:53] ppdet.engine INFO: Epoch: [87] [ 880/3251] learning_rate: 0.007890 loss_vfl: 0.708446 loss_bbox: 0.256351 loss_dfl: 0.171837 loss: 1.154554 eta: 1 day, 1:09:24 batch_cost: 2.2467 data_cost: 0.0011 ips: 12.4629 images/s [11/19 17:27:41] ppdet.engine INFO: Epoch: [87] [ 900/3251] learning_rate: 0.007883 loss_vfl: 0.743751 loss_bbox: 0.269551 loss_dfl: 0.182960 loss: 1.172938 eta: 1 day, 1:08:41 batch_cost: 2.2394 data_cost: 0.0011 ips: 12.5032 images/s [11/19 17:28:28] ppdet.engine INFO: Epoch: [87] [ 920/3251] learning_rate: 0.007875 loss_vfl: 0.721578 loss_bbox: 0.236496 loss_dfl: 0.167959 loss: 1.137466 eta: 1 day, 1:07:57 batch_cost: 2.2664 data_cost: 0.0012 ips: 12.3547 images/s [11/19 17:29:17] ppdet.engine INFO: Epoch: [87] [ 940/3251] learning_rate: 0.007868 loss_vfl: 0.713063 loss_bbox: 0.230832 loss_dfl: 0.172296 loss: 1.127211 eta: 1 day, 1:07:14 batch_cost: 2.3268 data_cost: 0.0015 ips: 12.0338 images/s [11/19 17:30:03] ppdet.engine INFO: Epoch: [87] [ 960/3251] learning_rate: 0.007860 loss_vfl: 0.719542 loss_bbox: 0.224756 loss_dfl: 0.170964 loss: 1.159442 eta: 1 day, 1:06:30 batch_cost: 2.1657 data_cost: 0.0010 ips: 12.9286 images/s [11/19 17:30:53] ppdet.engine INFO: Epoch: [87] [ 980/3251] learning_rate: 0.007853 loss_vfl: 0.725570 loss_bbox: 0.237379 loss_dfl: 0.168178 loss: 1.115360 eta: 1 day, 1:05:47 batch_cost: 2.3865 data_cost: 0.0010 ips: 11.7329 images/s [11/19 17:31:41] ppdet.engine INFO: Epoch: [87] [1000/3251] learning_rate: 0.007845 loss_vfl: 0.722245 loss_bbox: 0.243786 loss_dfl: 0.170417 loss: 1.147611 eta: 1 day, 1:05:03 batch_cost: 2.2795 data_cost: 0.0010 ips: 12.2832 images/s [11/19 17:32:27] ppdet.engine INFO: Epoch: [87] [1020/3251] learning_rate: 0.007838 loss_vfl: 0.727793 loss_bbox: 0.245825 loss_dfl: 0.174563 loss: 1.142996 eta: 1 day, 1:04:19 batch_cost: 2.1566 data_cost: 0.0010 ips: 12.9833 images/s [11/19 17:33:15] ppdet.engine INFO: Epoch: [87] [1040/3251] learning_rate: 0.007830 loss_vfl: 0.721398 loss_bbox: 0.270371 loss_dfl: 0.197603 loss: 1.169120 eta: 1 day, 1:03:35 batch_cost: 2.1643 data_cost: 0.0010 ips: 12.9371 images/s [11/19 17:34:03] ppdet.engine INFO: Epoch: [87] [1060/3251] learning_rate: 0.007823 loss_vfl: 0.723229 loss_bbox: 0.244032 loss_dfl: 0.178128 loss: 1.146383 eta: 1 day, 1:02:52 batch_cost: 2.2788 data_cost: 0.0015 ips: 12.2870 images/s [11/19 17:34:51] ppdet.engine INFO: Epoch: [87] [1080/3251] learning_rate: 0.007815 loss_vfl: 0.734591 loss_bbox: 0.220297 loss_dfl: 0.167148 loss: 1.122046 eta: 1 day, 1:02:08 batch_cost: 2.2127 data_cost: 0.0009 ips: 12.6540 images/s [11/19 17:35:38] ppdet.engine INFO: Epoch: [87] [1100/3251] learning_rate: 0.007808 loss_vfl: 0.747531 loss_bbox: 0.246687 loss_dfl: 0.180928 loss: 1.188376 eta: 1 day, 1:01:25 batch_cost: 2.2485 data_cost: 0.0010 ips: 12.4529 images/s [11/19 17:36:25] ppdet.engine INFO: Epoch: [87] [1120/3251] learning_rate: 0.007800 loss_vfl: 0.728612 loss_bbox: 0.262235 loss_dfl: 0.179905 loss: 1.162512 eta: 1 day, 1:00:41 batch_cost: 2.2233 data_cost: 0.0009 ips: 12.5939 images/s [11/19 17:37:10] ppdet.engine INFO: Epoch: [87] [1140/3251] learning_rate: 0.007793 loss_vfl: 0.736150 loss_bbox: 0.249033 loss_dfl: 0.182100 loss: 1.145524 eta: 1 day, 0:59:57 batch_cost: 2.0527 data_cost: 0.0009 ips: 13.6406 images/s [11/19 17:38:00] ppdet.engine INFO: Epoch: [87] [1160/3251] learning_rate: 0.007785 loss_vfl: 0.747266 loss_bbox: 0.266096 loss_dfl: 0.179216 loss: 1.179838 eta: 1 day, 0:59:13 batch_cost: 2.3411 data_cost: 0.0014 ips: 11.9600 images/s [11/19 17:38:46] ppdet.engine INFO: Epoch: [87] [1180/3251] learning_rate: 0.007778 loss_vfl: 0.724767 loss_bbox: 0.238954 loss_dfl: 0.168111 loss: 1.143369 eta: 1 day, 0:58:30 batch_cost: 2.1995 data_cost: 0.0016 ips: 12.7300 images/s [11/19 17:39:33] ppdet.engine INFO: Epoch: [87] [1200/3251] learning_rate: 0.007770 loss_vfl: 0.709984 loss_bbox: 0.236743 loss_dfl: 0.163743 loss: 1.105502 eta: 1 day, 0:57:46 batch_cost: 2.2215 data_cost: 0.0009 ips: 12.6039 images/s [11/19 17:40:21] ppdet.engine INFO: Epoch: [87] [1220/3251] learning_rate: 0.007763 loss_vfl: 0.740141 loss_bbox: 0.246250 loss_dfl: 0.176580 loss: 1.154239 eta: 1 day, 0:57:02 batch_cost: 2.2680 data_cost: 0.0011 ips: 12.3456 images/s [11/19 17:41:09] ppdet.engine INFO: Epoch: [87] [1240/3251] learning_rate: 0.007755 loss_vfl: 0.729854 loss_bbox: 0.241567 loss_dfl: 0.159685 loss: 1.156853 eta: 1 day, 0:56:19 batch_cost: 2.2600 data_cost: 0.0009 ips: 12.3896 images/s [11/19 17:41:56] ppdet.engine INFO: Epoch: [87] [1260/3251] learning_rate: 0.007748 loss_vfl: 0.706525 loss_bbox: 0.224876 loss_dfl: 0.150483 loss: 1.113439 eta: 1 day, 0:55:35 batch_cost: 2.1373 data_cost: 0.0017 ips: 13.1005 images/s [11/19 17:42:44] ppdet.engine INFO: Epoch: [87] [1280/3251] learning_rate: 0.007740 loss_vfl: 0.725419 loss_bbox: 0.240402 loss_dfl: 0.169766 loss: 1.152984 eta: 1 day, 0:54:51 batch_cost: 2.2151 data_cost: 0.0010 ips: 12.6407 images/s [11/19 17:43:31] ppdet.engine INFO: Epoch: [87] [1300/3251] learning_rate: 0.007733 loss_vfl: 0.732136 loss_bbox: 0.244176 loss_dfl: 0.172031 loss: 1.163187 eta: 1 day, 0:54:08 batch_cost: 2.2044 data_cost: 0.0009 ips: 12.7017 images/s [11/19 17:44:20] ppdet.engine INFO: Epoch: [87] [1320/3251] learning_rate: 0.007725 loss_vfl: 0.729638 loss_bbox: 0.230855 loss_dfl: 0.164875 loss: 1.151115 eta: 1 day, 0:53:24 batch_cost: 2.3335 data_cost: 0.0010 ips: 11.9991 images/s [11/19 17:45:06] ppdet.engine INFO: Epoch: [87] [1340/3251] learning_rate: 0.007718 loss_vfl: 0.723838 loss_bbox: 0.251124 loss_dfl: 0.174816 loss: 1.144107 eta: 1 day, 0:52:40 batch_cost: 2.1008 data_cost: 0.0009 ips: 13.3284 images/s [11/19 17:45:54] ppdet.engine INFO: Epoch: [87] [1360/3251] learning_rate: 0.007711 loss_vfl: 0.724291 loss_bbox: 0.232887 loss_dfl: 0.164776 loss: 1.126110 eta: 1 day, 0:51:57 batch_cost: 2.2287 data_cost: 0.0010 ips: 12.5632 images/s [11/19 17:46:41] ppdet.engine INFO: Epoch: [87] [1380/3251] learning_rate: 0.007703 loss_vfl: 0.732451 loss_bbox: 0.259124 loss_dfl: 0.177239 loss: 1.128469 eta: 1 day, 0:51:13 batch_cost: 2.2582 data_cost: 0.0011 ips: 12.3993 images/s [11/19 17:47:29] ppdet.engine INFO: Epoch: [87] [1400/3251] learning_rate: 0.007696 loss_vfl: 0.740827 loss_bbox: 0.280193 loss_dfl: 0.189605 loss: 1.231918 eta: 1 day, 0:50:29 batch_cost: 2.2487 data_cost: 0.0009 ips: 12.4517 images/s [11/19 17:48:15] ppdet.engine INFO: Epoch: [87] [1420/3251] learning_rate: 0.007688 loss_vfl: 0.717908 loss_bbox: 0.268974 loss_dfl: 0.182381 loss: 1.153557 eta: 1 day, 0:49:46 batch_cost: 2.1732 data_cost: 0.0010 ips: 12.8842 images/s [11/19 17:49:04] ppdet.engine INFO: Epoch: [87] [1440/3251] learning_rate: 0.007681 loss_vfl: 0.712060 loss_bbox: 0.242335 loss_dfl: 0.169907 loss: 1.132837 eta: 1 day, 0:49:02 batch_cost: 2.2963 data_cost: 0.0011 ips: 12.1936 images/s [11/19 17:49:50] ppdet.engine INFO: Epoch: [87] [1460/3251] learning_rate: 0.007673 loss_vfl: 0.720098 loss_bbox: 0.274929 loss_dfl: 0.184648 loss: 1.155815 eta: 1 day, 0:48:18 batch_cost: 2.1950 data_cost: 0.0017 ips: 12.7565 images/s [11/19 17:50:37] ppdet.engine INFO: Epoch: [87] [1480/3251] learning_rate: 0.007666 loss_vfl: 0.727646 loss_bbox: 0.250674 loss_dfl: 0.174841 loss: 1.157250 eta: 1 day, 0:47:35 batch_cost: 2.2402 data_cost: 0.0011 ips: 12.4990 images/s [11/19 17:51:24] ppdet.engine INFO: Epoch: [87] [1500/3251] learning_rate: 0.007659 loss_vfl: 0.728501 loss_bbox: 0.244691 loss_dfl: 0.179607 loss: 1.161407 eta: 1 day, 0:46:51 batch_cost: 2.2326 data_cost: 0.0014 ips: 12.5416 images/s [11/19 17:52:12] ppdet.engine INFO: Epoch: [87] [1520/3251] learning_rate: 0.007651 loss_vfl: 0.733212 loss_bbox: 0.231580 loss_dfl: 0.168107 loss: 1.129038 eta: 1 day, 0:46:08 batch_cost: 2.2768 data_cost: 0.0009 ips: 12.2980 images/s [11/19 17:52:57] ppdet.engine INFO: Epoch: [87] [1540/3251] learning_rate: 0.007644 loss_vfl: 0.720036 loss_bbox: 0.248122 loss_dfl: 0.174269 loss: 1.163501 eta: 1 day, 0:45:24 batch_cost: 2.1970 data_cost: 0.0009 ips: 12.7447 images/s [11/19 17:53:44] ppdet.engine INFO: Epoch: [87] [1560/3251] learning_rate: 0.007636 loss_vfl: 0.742599 loss_bbox: 0.258868 loss_dfl: 0.177030 loss: 1.185768 eta: 1 day, 0:44:40 batch_cost: 2.2493 data_cost: 0.0010 ips: 12.4481 images/s [11/19 17:54:31] ppdet.engine INFO: Epoch: [87] [1580/3251] learning_rate: 0.007629 loss_vfl: 0.732972 loss_bbox: 0.224064 loss_dfl: 0.154999 loss: 1.102611 eta: 1 day, 0:43:56 batch_cost: 2.1937 data_cost: 0.0010 ips: 12.7638 images/s [11/19 17:55:17] ppdet.engine INFO: Epoch: [87] [1600/3251] learning_rate: 0.007621 loss_vfl: 0.706572 loss_bbox: 0.230326 loss_dfl: 0.167769 loss: 1.148336 eta: 1 day, 0:43:13 batch_cost: 2.1801 data_cost: 0.0012 ips: 12.8433 images/s [11/19 17:56:06] ppdet.engine INFO: Epoch: [87] [1620/3251] learning_rate: 0.007614 loss_vfl: 0.741266 loss_bbox: 0.278871 loss_dfl: 0.189608 loss: 1.206056 eta: 1 day, 0:42:29 batch_cost: 2.2749 data_cost: 0.0016 ips: 12.3083 images/s [11/19 17:56:54] ppdet.engine INFO: Epoch: [87] [1640/3251] learning_rate: 0.007607 loss_vfl: 0.765910 loss_bbox: 0.292168 loss_dfl: 0.193864 loss: 1.235634 eta: 1 day, 0:41:45 batch_cost: 2.2268 data_cost: 0.0009 ips: 12.5740 images/s [11/19 17:57:40] ppdet.engine INFO: Epoch: [87] [1660/3251] learning_rate: 0.007599 loss_vfl: 0.720047 loss_bbox: 0.244771 loss_dfl: 0.169542 loss: 1.132291 eta: 1 day, 0:41:02 batch_cost: 2.1720 data_cost: 0.0010 ips: 12.8912 images/s [11/19 17:58:27] ppdet.engine INFO: Epoch: [87] [1680/3251] learning_rate: 0.007592 loss_vfl: 0.733684 loss_bbox: 0.257113 loss_dfl: 0.176135 loss: 1.147575 eta: 1 day, 0:40:18 batch_cost: 2.2153 data_cost: 0.0011 ips: 12.6397 images/s [11/19 17:59:14] ppdet.engine INFO: Epoch: [87] [1700/3251] learning_rate: 0.007585 loss_vfl: 0.720679 loss_bbox: 0.255655 loss_dfl: 0.172802 loss: 1.163777 eta: 1 day, 0:39:34 batch_cost: 2.2374 data_cost: 0.0010 ips: 12.5147 images/s [11/19 18:00:02] ppdet.engine INFO: Epoch: [87] [1720/3251] learning_rate: 0.007577 loss_vfl: 0.724008 loss_bbox: 0.247427 loss_dfl: 0.166662 loss: 1.116865 eta: 1 day, 0:38:51 batch_cost: 2.2601 data_cost: 0.0010 ips: 12.3891 images/s [11/19 18:00:50] ppdet.engine INFO: Epoch: [87] [1740/3251] learning_rate: 0.007570 loss_vfl: 0.719447 loss_bbox: 0.252643 loss_dfl: 0.183536 loss: 1.162063 eta: 1 day, 0:38:07 batch_cost: 2.2320 data_cost: 0.0013 ips: 12.5451 images/s [11/19 18:01:38] ppdet.engine INFO: Epoch: [87] [1760/3251] learning_rate: 0.007562 loss_vfl: 0.697567 loss_bbox: 0.236641 loss_dfl: 0.168082 loss: 1.115411 eta: 1 day, 0:37:23 batch_cost: 2.2134 data_cost: 0.0010 ips: 12.6501 images/s [11/19 18:02:23] ppdet.engine INFO: Epoch: [87] [1780/3251] learning_rate: 0.007555 loss_vfl: 0.744717 loss_bbox: 0.247483 loss_dfl: 0.173013 loss: 1.181017 eta: 1 day, 0:36:40 batch_cost: 2.1663 data_cost: 0.0010 ips: 12.9251 images/s [11/19 18:03:12] ppdet.engine INFO: Epoch: [87] [1800/3251] learning_rate: 0.007548 loss_vfl: 0.730570 loss_bbox: 0.261276 loss_dfl: 0.177397 loss: 1.181071 eta: 1 day, 0:35:56 batch_cost: 2.2534 data_cost: 0.0013 ips: 12.4259 images/s [11/19 18:03:57] ppdet.engine INFO: Epoch: [87] [1820/3251] learning_rate: 0.007540 loss_vfl: 0.705360 loss_bbox: 0.253222 loss_dfl: 0.161464 loss: 1.124257 eta: 1 day, 0:35:12 batch_cost: 2.0257 data_cost: 0.0014 ips: 13.8226 images/s [11/19 18:04:46] ppdet.engine INFO: Epoch: [87] [1840/3251] learning_rate: 0.007533 loss_vfl: 0.722350 loss_bbox: 0.235846 loss_dfl: 0.167435 loss: 1.133119 eta: 1 day, 0:34:28 batch_cost: 2.3456 data_cost: 0.0017 ips: 11.9374 images/s [11/19 18:05:31] ppdet.engine INFO: Epoch: [87] [1860/3251] learning_rate: 0.007526 loss_vfl: 0.744103 loss_bbox: 0.241531 loss_dfl: 0.169163 loss: 1.179759 eta: 1 day, 0:33:44 batch_cost: 2.1146 data_cost: 0.0009 ips: 13.2414 images/s [11/19 18:06:17] ppdet.engine INFO: Epoch: [87] [1880/3251] learning_rate: 0.007518 loss_vfl: 0.734542 loss_bbox: 0.246110 loss_dfl: 0.173092 loss: 1.125757 eta: 1 day, 0:33:01 batch_cost: 2.1456 data_cost: 0.0010 ips: 13.0498 images/s [11/19 18:07:05] ppdet.engine INFO: Epoch: [87] [1900/3251] learning_rate: 0.007511 loss_vfl: 0.721092 loss_bbox: 0.253671 loss_dfl: 0.179307 loss: 1.160559 eta: 1 day, 0:32:17 batch_cost: 2.2665 data_cost: 0.0009 ips: 12.3538 images/s [11/19 18:07:52] ppdet.engine INFO: Epoch: [87] [1920/3251] learning_rate: 0.007504 loss_vfl: 0.706270 loss_bbox: 0.251701 loss_dfl: 0.171899 loss: 1.174262 eta: 1 day, 0:31:33 batch_cost: 2.1810 data_cost: 0.0011 ips: 12.8384 images/s [11/19 18:08:39] ppdet.engine INFO: Epoch: [87] [1940/3251] learning_rate: 0.007496 loss_vfl: 0.743077 loss_bbox: 0.220208 loss_dfl: 0.155628 loss: 1.116813 eta: 1 day, 0:30:50 batch_cost: 2.2258 data_cost: 0.0017 ips: 12.5795 images/s [11/19 18:09:27] ppdet.engine INFO: Epoch: [87] [1960/3251] learning_rate: 0.007489 loss_vfl: 0.716985 loss_bbox: 0.264257 loss_dfl: 0.179463 loss: 1.132008 eta: 1 day, 0:30:06 batch_cost: 2.2938 data_cost: 0.0010 ips: 12.2067 images/s [11/19 18:10:13] ppdet.engine INFO: Epoch: [87] [1980/3251] learning_rate: 0.007481 loss_vfl: 0.721314 loss_bbox: 0.225337 loss_dfl: 0.157547 loss: 1.118958 eta: 1 day, 0:29:22 batch_cost: 2.1777 data_cost: 0.0009 ips: 12.8575 images/s [11/19 18:11:00] ppdet.engine INFO: Epoch: [87] [2000/3251] learning_rate: 0.007474 loss_vfl: 0.730391 loss_bbox: 0.246506 loss_dfl: 0.168997 loss: 1.158216 eta: 1 day, 0:28:39 batch_cost: 2.2155 data_cost: 0.0010 ips: 12.6385 images/s [11/19 18:11:47] ppdet.engine INFO: Epoch: [87] [2020/3251] learning_rate: 0.007467 loss_vfl: 0.758520 loss_bbox: 0.273472 loss_dfl: 0.190454 loss: 1.198257 eta: 1 day, 0:27:55 batch_cost: 2.2726 data_cost: 0.0009 ips: 12.3205 images/s [11/19 18:12:33] ppdet.engine INFO: Epoch: [87] [2040/3251] learning_rate: 0.007460 loss_vfl: 0.715968 loss_bbox: 0.235412 loss_dfl: 0.162938 loss: 1.140567 eta: 1 day, 0:27:11 batch_cost: 2.1994 data_cost: 0.0010 ips: 12.7309 images/s [11/19 18:13:18] ppdet.engine INFO: Epoch: [87] [2060/3251] learning_rate: 0.007452 loss_vfl: 0.716657 loss_bbox: 0.224366 loss_dfl: 0.161688 loss: 1.130639 eta: 1 day, 0:26:27 batch_cost: 2.1079 data_cost: 0.0010 ips: 13.2833 images/s [11/19 18:14:07] ppdet.engine INFO: Epoch: [87] [2080/3251] learning_rate: 0.007445 loss_vfl: 0.716031 loss_bbox: 0.237988 loss_dfl: 0.161549 loss: 1.090243 eta: 1 day, 0:25:44 batch_cost: 2.3492 data_cost: 0.0010 ips: 11.9188 images/s [11/19 18:14:54] ppdet.engine INFO: Epoch: [87] [2100/3251] learning_rate: 0.007438 loss_vfl: 0.721675 loss_bbox: 0.217958 loss_dfl: 0.156385 loss: 1.092774 eta: 1 day, 0:25:00 batch_cost: 2.2354 data_cost: 0.0009 ips: 12.5259 images/s [11/19 18:15:41] ppdet.engine INFO: Epoch: [87] [2120/3251] learning_rate: 0.007430 loss_vfl: 0.720340 loss_bbox: 0.260973 loss_dfl: 0.170942 loss: 1.171943 eta: 1 day, 0:24:16 batch_cost: 2.1046 data_cost: 0.0013 ips: 13.3043 images/s [11/19 18:16:29] ppdet.engine INFO: Epoch: [87] [2140/3251] learning_rate: 0.007423 loss_vfl: 0.744834 loss_bbox: 0.243540 loss_dfl: 0.174329 loss: 1.153590 eta: 1 day, 0:23:33 batch_cost: 2.2846 data_cost: 0.0010 ips: 12.2559 images/s [11/19 18:17:15] ppdet.engine INFO: Epoch: [87] [2160/3251] learning_rate: 0.007416 loss_vfl: 0.710381 loss_bbox: 0.245377 loss_dfl: 0.181864 loss: 1.140401 eta: 1 day, 0:22:49 batch_cost: 2.0913 data_cost: 0.0009 ips: 13.3885 images/s [11/19 18:18:02] ppdet.engine INFO: Epoch: [87] [2180/3251] learning_rate: 0.007408 loss_vfl: 0.710255 loss_bbox: 0.229800 loss_dfl: 0.180784 loss: 1.157490 eta: 1 day, 0:22:05 batch_cost: 2.2422 data_cost: 0.0010 ips: 12.4879 images/s [11/19 18:18:49] ppdet.engine INFO: Epoch: [87] [2200/3251] learning_rate: 0.007401 loss_vfl: 0.732850 loss_bbox: 0.268528 loss_dfl: 0.185429 loss: 1.184024 eta: 1 day, 0:21:22 batch_cost: 2.2656 data_cost: 0.0009 ips: 12.3587 images/s [11/19 18:19:38] ppdet.engine INFO: Epoch: [87] [2220/3251] learning_rate: 0.007394 loss_vfl: 0.725878 loss_bbox: 0.240134 loss_dfl: 0.157875 loss: 1.178057 eta: 1 day, 0:20:38 batch_cost: 2.3501 data_cost: 0.0009 ips: 11.9141 images/s [11/19 18:20:24] ppdet.engine INFO: Epoch: [87] [2240/3251] learning_rate: 0.007386 loss_vfl: 0.747451 loss_bbox: 0.229797 loss_dfl: 0.166775 loss: 1.153028 eta: 1 day, 0:19:55 batch_cost: 2.2027 data_cost: 0.0011 ips: 12.7119 images/s [11/19 18:21:13] ppdet.engine INFO: Epoch: [87] [2260/3251] learning_rate: 0.007379 loss_vfl: 0.729649 loss_bbox: 0.245993 loss_dfl: 0.167819 loss: 1.159610 eta: 1 day, 0:19:11 batch_cost: 2.2759 data_cost: 0.0010 ips: 12.3031 images/s [11/19 18:22:00] ppdet.engine INFO: Epoch: [87] [2280/3251] learning_rate: 0.007372 loss_vfl: 0.714404 loss_bbox: 0.248987 loss_dfl: 0.184563 loss: 1.152002 eta: 1 day, 0:18:27 batch_cost: 2.2584 data_cost: 0.0011 ips: 12.3979 images/s [11/19 18:22:48] ppdet.engine INFO: Epoch: [87] [2300/3251] learning_rate: 0.007365 loss_vfl: 0.720840 loss_bbox: 0.254335 loss_dfl: 0.179956 loss: 1.132413 eta: 1 day, 0:17:44 batch_cost: 2.2995 data_cost: 0.0015 ips: 12.1767 images/s [11/19 18:23:36] ppdet.engine INFO: Epoch: [87] [2320/3251] learning_rate: 0.007357 loss_vfl: 0.721822 loss_bbox: 0.251652 loss_dfl: 0.176605 loss: 1.130563 eta: 1 day, 0:17:00 batch_cost: 2.2248 data_cost: 0.0011 ips: 12.5852 images/s [11/19 18:24:23] ppdet.engine INFO: Epoch: [87] [2340/3251] learning_rate: 0.007350 loss_vfl: 0.719235 loss_bbox: 0.262114 loss_dfl: 0.180924 loss: 1.153922 eta: 1 day, 0:16:16 batch_cost: 2.0994 data_cost: 0.0009 ips: 13.3372 images/s [11/19 18:25:10] ppdet.engine INFO: Epoch: [87] [2360/3251] learning_rate: 0.007343 loss_vfl: 0.717058 loss_bbox: 0.248330 loss_dfl: 0.182338 loss: 1.159459 eta: 1 day, 0:15:33 batch_cost: 2.2493 data_cost: 0.0010 ips: 12.4481 images/s [11/19 18:25:56] ppdet.engine INFO: Epoch: [87] [2380/3251] learning_rate: 0.007335 loss_vfl: 0.712734 loss_bbox: 0.262759 loss_dfl: 0.169889 loss: 1.166924 eta: 1 day, 0:14:49 batch_cost: 2.2045 data_cost: 0.0015 ips: 12.7013 images/s [11/19 18:26:45] ppdet.engine INFO: Epoch: [87] [2400/3251] learning_rate: 0.007328 loss_vfl: 0.725486 loss_bbox: 0.248802 loss_dfl: 0.179393 loss: 1.154881 eta: 1 day, 0:14:06 batch_cost: 2.3073 data_cost: 0.0009 ips: 12.1352 images/s [11/19 18:27:31] ppdet.engine INFO: Epoch: [87] [2420/3251] learning_rate: 0.007321 loss_vfl: 0.698116 loss_bbox: 0.273390 loss_dfl: 0.181030 loss: 1.195616 eta: 1 day, 0:13:22 batch_cost: 2.2131 data_cost: 0.0011 ips: 12.6521 images/s [11/19 18:28:20] ppdet.engine INFO: Epoch: [87] [2440/3251] learning_rate: 0.007314 loss_vfl: 0.720999 loss_bbox: 0.223587 loss_dfl: 0.159101 loss: 1.113025 eta: 1 day, 0:12:38 batch_cost: 2.3174 data_cost: 0.0010 ips: 12.0825 images/s [11/19 18:29:08] ppdet.engine INFO: Epoch: [87] [2460/3251] learning_rate: 0.007306 loss_vfl: 0.714926 loss_bbox: 0.244117 loss_dfl: 0.172596 loss: 1.126998 eta: 1 day, 0:11:55 batch_cost: 2.2783 data_cost: 0.0011 ips: 12.2898 images/s [11/19 18:29:54] ppdet.engine INFO: Epoch: [87] [2480/3251] learning_rate: 0.007299 loss_vfl: 0.729561 loss_bbox: 0.202044 loss_dfl: 0.155479 loss: 1.136714 eta: 1 day, 0:11:11 batch_cost: 2.2228 data_cost: 0.0011 ips: 12.5970 images/s [11/19 18:30:41] ppdet.engine INFO: Epoch: [87] [2500/3251] learning_rate: 0.007292 loss_vfl: 0.714040 loss_bbox: 0.230647 loss_dfl: 0.171216 loss: 1.132884 eta: 1 day, 0:10:27 batch_cost: 2.1918 data_cost: 0.0010 ips: 12.7748 images/s [11/19 18:31:26] ppdet.engine INFO: Epoch: [87] [2520/3251] learning_rate: 0.007285 loss_vfl: 0.715811 loss_bbox: 0.267773 loss_dfl: 0.192596 loss: 1.210992 eta: 1 day, 0:09:43 batch_cost: 2.1055 data_cost: 0.0010 ips: 13.2983 images/s [11/19 18:32:13] ppdet.engine INFO: Epoch: [87] [2540/3251] learning_rate: 0.007277 loss_vfl: 0.730672 loss_bbox: 0.267545 loss_dfl: 0.173983 loss: 1.167755 eta: 1 day, 0:09:00 batch_cost: 2.2489 data_cost: 0.0010 ips: 12.4504 images/s [11/19 18:33:00] ppdet.engine INFO: Epoch: [87] [2560/3251] learning_rate: 0.007270 loss_vfl: 0.742750 loss_bbox: 0.247062 loss_dfl: 0.176657 loss: 1.199724 eta: 1 day, 0:08:16 batch_cost: 2.2035 data_cost: 0.0010 ips: 12.7072 images/s [11/19 18:33:48] ppdet.engine INFO: Epoch: [87] [2580/3251] learning_rate: 0.007263 loss_vfl: 0.710135 loss_bbox: 0.256366 loss_dfl: 0.183126 loss: 1.137971 eta: 1 day, 0:07:32 batch_cost: 2.1787 data_cost: 0.0010 ips: 12.8518 images/s [11/19 18:34:35] ppdet.engine INFO: Epoch: [87] [2600/3251] learning_rate: 0.007256 loss_vfl: 0.715999 loss_bbox: 0.251129 loss_dfl: 0.174617 loss: 1.151488 eta: 1 day, 0:06:49 batch_cost: 2.2254 data_cost: 0.0010 ips: 12.5818 images/s [11/19 18:35:23] ppdet.engine INFO: Epoch: [87] [2620/3251] learning_rate: 0.007249 loss_vfl: 0.715916 loss_bbox: 0.219221 loss_dfl: 0.164057 loss: 1.135966 eta: 1 day, 0:06:05 batch_cost: 2.2792 data_cost: 0.0016 ips: 12.2847 images/s [11/19 18:36:11] ppdet.engine INFO: Epoch: [87] [2640/3251] learning_rate: 0.007241 loss_vfl: 0.743419 loss_bbox: 0.231043 loss_dfl: 0.161389 loss: 1.134960 eta: 1 day, 0:05:22 batch_cost: 2.3250 data_cost: 0.0010 ips: 12.0432 images/s [11/19 18:36:57] ppdet.engine INFO: Epoch: [87] [2660/3251] learning_rate: 0.007234 loss_vfl: 0.706447 loss_bbox: 0.252008 loss_dfl: 0.173189 loss: 1.140304 eta: 1 day, 0:04:38 batch_cost: 2.1546 data_cost: 0.0009 ips: 12.9953 images/s [11/19 18:37:43] ppdet.engine INFO: Epoch: [87] [2680/3251] learning_rate: 0.007227 loss_vfl: 0.726987 loss_bbox: 0.252712 loss_dfl: 0.172662 loss: 1.159047 eta: 1 day, 0:03:54 batch_cost: 2.1871 data_cost: 0.0010 ips: 12.8021 images/s [11/19 18:38:31] ppdet.engine INFO: Epoch: [87] [2700/3251] learning_rate: 0.007220 loss_vfl: 0.729089 loss_bbox: 0.235667 loss_dfl: 0.160246 loss: 1.118836 eta: 1 day, 0:03:10 batch_cost: 2.2670 data_cost: 0.0010 ips: 12.3511 images/s [11/19 18:39:16] ppdet.engine INFO: Epoch: [87] [2720/3251] learning_rate: 0.007212 loss_vfl: 0.728180 loss_bbox: 0.271430 loss_dfl: 0.186993 loss: 1.183668 eta: 1 day, 0:02:26 batch_cost: 2.0998 data_cost: 0.0014 ips: 13.3344 images/s [11/19 18:40:01] ppdet.engine INFO: Epoch: [87] [2740/3251] learning_rate: 0.007205 loss_vfl: 0.714089 loss_bbox: 0.227551 loss_dfl: 0.170918 loss: 1.132904 eta: 1 day, 0:01:42 batch_cost: 2.0969 data_cost: 0.0010 ips: 13.3528 images/s [11/19 18:40:51] ppdet.engine INFO: Epoch: [87] [2760/3251] learning_rate: 0.007198 loss_vfl: 0.716593 loss_bbox: 0.223695 loss_dfl: 0.168222 loss: 1.149287 eta: 1 day, 0:00:59 batch_cost: 2.3315 data_cost: 0.0017 ips: 12.0093 images/s [11/19 18:41:36] ppdet.engine INFO: Epoch: [87] [2780/3251] learning_rate: 0.007191 loss_vfl: 0.754094 loss_bbox: 0.261009 loss_dfl: 0.173971 loss: 1.176626 eta: 1 day, 0:00:15 batch_cost: 2.1146 data_cost: 0.0009 ips: 13.2416 images/s [11/19 18:42:23] ppdet.engine INFO: Epoch: [87] [2800/3251] learning_rate: 0.007184 loss_vfl: 0.716152 loss_bbox: 0.230304 loss_dfl: 0.170797 loss: 1.147031 eta: 23:59:31 batch_cost: 2.2497 data_cost: 0.0019 ips: 12.4460 images/s [11/19 18:43:08] ppdet.engine INFO: Epoch: [87] [2820/3251] learning_rate: 0.007176 loss_vfl: 0.733235 loss_bbox: 0.242097 loss_dfl: 0.168779 loss: 1.195745 eta: 23:58:48 batch_cost: 2.1304 data_cost: 0.0010 ips: 13.1428 images/s [11/19 18:43:56] ppdet.engine INFO: Epoch: [87] [2840/3251] learning_rate: 0.007169 loss_vfl: 0.722247 loss_bbox: 0.242160 loss_dfl: 0.169672 loss: 1.153897 eta: 23:58:04 batch_cost: 2.2750 data_cost: 0.0009 ips: 12.3077 images/s [11/19 18:44:44] ppdet.engine INFO: Epoch: [87] [2860/3251] learning_rate: 0.007162 loss_vfl: 0.728173 loss_bbox: 0.244874 loss_dfl: 0.169919 loss: 1.181631 eta: 23:57:20 batch_cost: 2.2480 data_cost: 0.0010 ips: 12.4553 images/s [11/19 18:45:29] ppdet.engine INFO: Epoch: [87] [2880/3251] learning_rate: 0.007155 loss_vfl: 0.733644 loss_bbox: 0.248335 loss_dfl: 0.174812 loss: 1.176397 eta: 23:56:37 batch_cost: 2.1670 data_cost: 0.0009 ips: 12.9214 images/s [11/19 18:46:16] ppdet.engine INFO: Epoch: [87] [2900/3251] learning_rate: 0.007148 loss_vfl: 0.741416 loss_bbox: 0.217329 loss_dfl: 0.172537 loss: 1.117372 eta: 23:55:53 batch_cost: 2.2207 data_cost: 0.0010 ips: 12.6086 images/s [11/19 18:47:02] ppdet.engine INFO: Epoch: [87] [2920/3251] learning_rate: 0.007141 loss_vfl: 0.710390 loss_bbox: 0.269949 loss_dfl: 0.177851 loss: 1.168774 eta: 23:55:09 batch_cost: 2.2061 data_cost: 0.0016 ips: 12.6919 images/s [11/19 18:47:51] ppdet.engine INFO: Epoch: [87] [2940/3251] learning_rate: 0.007133 loss_vfl: 0.728537 loss_bbox: 0.247109 loss_dfl: 0.180236 loss: 1.183562 eta: 23:54:26 batch_cost: 2.3553 data_cost: 0.0010 ips: 11.8882 images/s [11/19 18:48:36] ppdet.engine INFO: Epoch: [87] [2960/3251] learning_rate: 0.007126 loss_vfl: 0.723604 loss_bbox: 0.252342 loss_dfl: 0.165799 loss: 1.153975 eta: 23:53:42 batch_cost: 2.0581 data_cost: 0.0011 ips: 13.6050 images/s [11/19 18:49:24] ppdet.engine INFO: Epoch: [87] [2980/3251] learning_rate: 0.007119 loss_vfl: 0.738465 loss_bbox: 0.249266 loss_dfl: 0.169846 loss: 1.137696 eta: 23:52:58 batch_cost: 2.2529 data_cost: 0.0010 ips: 12.4285 images/s [11/19 18:50:10] ppdet.engine INFO: Epoch: [87] [3000/3251] learning_rate: 0.007112 loss_vfl: 0.734830 loss_bbox: 0.259092 loss_dfl: 0.173275 loss: 1.177947 eta: 23:52:14 batch_cost: 2.1883 data_cost: 0.0010 ips: 12.7956 images/s [11/19 18:50:57] ppdet.engine INFO: Epoch: [87] [3020/3251] learning_rate: 0.007105 loss_vfl: 0.744822 loss_bbox: 0.268371 loss_dfl: 0.173324 loss: 1.174337 eta: 23:51:31 batch_cost: 2.1897 data_cost: 0.0010 ips: 12.7870 images/s [11/19 18:51:44] ppdet.engine INFO: Epoch: [87] [3040/3251] learning_rate: 0.007098 loss_vfl: 0.740329 loss_bbox: 0.254373 loss_dfl: 0.176814 loss: 1.168508 eta: 23:50:47 batch_cost: 2.2098 data_cost: 0.0012 ips: 12.6711 images/s [11/19 18:52:30] ppdet.engine INFO: Epoch: [87] [3060/3251] learning_rate: 0.007090 loss_vfl: 0.716692 loss_bbox: 0.240475 loss_dfl: 0.171861 loss: 1.095218 eta: 23:50:03 batch_cost: 2.2243 data_cost: 0.0009 ips: 12.5884 images/s [11/19 18:53:17] ppdet.engine INFO: Epoch: [87] [3080/3251] learning_rate: 0.007083 loss_vfl: 0.741833 loss_bbox: 0.282817 loss_dfl: 0.178052 loss: 1.196161 eta: 23:49:19 batch_cost: 2.1871 data_cost: 0.0010 ips: 12.8025 images/s [11/19 18:54:04] ppdet.engine INFO: Epoch: [87] [3100/3251] learning_rate: 0.007076 loss_vfl: 0.723701 loss_bbox: 0.209203 loss_dfl: 0.152895 loss: 1.090921 eta: 23:48:36 batch_cost: 2.2101 data_cost: 0.0010 ips: 12.6694 images/s [11/19 18:54:49] ppdet.engine INFO: Epoch: [87] [3120/3251] learning_rate: 0.007069 loss_vfl: 0.729111 loss_bbox: 0.245091 loss_dfl: 0.179651 loss: 1.182389 eta: 23:47:52 batch_cost: 2.1620 data_cost: 0.0010 ips: 12.9508 images/s [11/19 18:55:36] ppdet.engine INFO: Epoch: [87] [3140/3251] learning_rate: 0.007062 loss_vfl: 0.732941 loss_bbox: 0.252890 loss_dfl: 0.175321 loss: 1.169099 eta: 23:47:08 batch_cost: 2.1643 data_cost: 0.0012 ips: 12.9372 images/s [11/19 18:56:23] ppdet.engine INFO: Epoch: [87] [3160/3251] learning_rate: 0.007055 loss_vfl: 0.709290 loss_bbox: 0.236396 loss_dfl: 0.171883 loss: 1.137969 eta: 23:46:24 batch_cost: 2.2659 data_cost: 0.0011 ips: 12.3573 images/s [11/19 18:57:10] ppdet.engine INFO: Epoch: [87] [3180/3251] learning_rate: 0.007048 loss_vfl: 0.734525 loss_bbox: 0.255129 loss_dfl: 0.178100 loss: 1.129961 eta: 23:45:41 batch_cost: 2.1808 data_cost: 0.0013 ips: 12.8392 images/s [11/19 18:57:55] ppdet.engine INFO: Epoch: [87] [3200/3251] learning_rate: 0.007041 loss_vfl: 0.743622 loss_bbox: 0.220757 loss_dfl: 0.169256 loss: 1.118581 eta: 23:44:57 batch_cost: 2.1180 data_cost: 0.0010 ips: 13.2200 images/s [11/19 18:58:42] ppdet.engine INFO: Epoch: [87] [3220/3251] learning_rate: 0.007033 loss_vfl: 0.712788 loss_bbox: 0.238988 loss_dfl: 0.170768 loss: 1.112889 eta: 23:44:13 batch_cost: 2.2248 data_cost: 0.0010 ips: 12.5852 images/s [11/19 18:59:28] ppdet.engine INFO: Epoch: [87] [3240/3251] learning_rate: 0.007026 loss_vfl: 0.699427 loss_bbox: 0.256663 loss_dfl: 0.188825 loss: 1.178423 eta: 23:43:29 batch_cost: 2.1941 data_cost: 0.0015 ips: 12.7613 images/s [11/19 18:59:47] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_lcnet_2_5x_640_mainbody [11/19 18:59:48] ppdet.engine INFO: Eval iter: 0 [11/19 19:00:36] ppdet.engine INFO: Eval iter: 100 [11/19 19:01:02] ppdet.engine INFO: Eval iter: 200 [11/19 19:01:31] ppdet.engine INFO: Eval iter: 300 [11/19 19:01:57] ppdet.engine INFO: Eval iter: 400 [11/19 19:02:24] ppdet.engine INFO: Eval iter: 500 [11/19 19:02:53] ppdet.engine INFO: Eval iter: 600 [11/19 19:03:20] ppdet.engine INFO: Eval iter: 700 [11/19 19:03:47] ppdet.engine INFO: Eval iter: 800 [11/19 19:04:16] ppdet.engine INFO: Eval iter: 900 [11/19 19:04:43] ppdet.engine INFO: Eval iter: 1000 [11/19 19:05:08] ppdet.engine INFO: Eval iter: 1100 [11/19 19:05:34] ppdet.engine INFO: Eval iter: 1200 [11/19 19:05:59] ppdet.engine INFO: Eval iter: 1300 [11/19 19:06:25] ppdet.engine INFO: Eval iter: 1400 [11/19 19:06:53] ppdet.engine INFO: Eval iter: 1500 [11/19 19:07:19] ppdet.engine INFO: Eval iter: 1600 [11/19 19:07:46] ppdet.engine INFO: Eval iter: 1700 [11/19 19:08:13] ppdet.engine INFO: Eval iter: 1800 [11/19 19:08:40] ppdet.engine INFO: Eval iter: 1900 [11/19 19:09:08] ppdet.engine INFO: Eval iter: 2000 [11/19 19:09:36] ppdet.engine INFO: Eval iter: 2100 [11/19 19:10:03] ppdet.engine INFO: Eval iter: 2200 [11/19 19:10:30] ppdet.engine INFO: Eval iter: 2300 [11/19 19:11:31] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json. loading annotations into memory... Done (t=2.17s) creating index... index created! [11/19 19:11:33] ppdet.metrics.coco_utils INFO: Start evaluate... Loading and preparing results... DONE (t=15.28s) creating index... index created! Running per image evaluation... Evaluate annotation type *bbox* DONE (t=363.60s). Accumulating evaluation results... DONE (t=28.08s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.394 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.585 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.420 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.238 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.474 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.492 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.085 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.397 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.608 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.377 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.638 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.757 [11/19 19:18:24] ppdet.engine INFO: Total sample number: 19074, averge FPS: 28.508261578617237 [11/19 19:18:24] ppdet.engine INFO: Best test bbox ap is 0.415. [11/19 19:18:25] ppdet.engine INFO: Epoch: [88] [ 0/3251] learning_rate: 0.007022 loss_vfl: 0.766948 loss_bbox: 0.251070 loss_dfl: 0.174938 loss: 1.178423 eta: 23:43:03 batch_cost: 1.5553 data_cost: 0.0013 ips: 18.0025 images/s [11/19 19:19:12] ppdet.engine INFO: Epoch: [88] [ 20/3251] learning_rate: 0.007015 loss_vfl: 0.727492 loss_bbox: 0.233411 loss_dfl: 0.162531 loss: 1.091425 eta: 23:42:20 batch_cost: 2.1856 data_cost: 0.0011 ips: 12.8111 images/s [11/19 19:20:02] ppdet.engine INFO: Epoch: [88] [ 40/3251] learning_rate: 0.007008 loss_vfl: 0.706075 loss_bbox: 0.262716 loss_dfl: 0.180521 loss: 1.137623 eta: 23:41:36 batch_cost: 2.2998 data_cost: 0.0010 ips: 12.1752 images/s [11/19 19:20:50] ppdet.engine INFO: Epoch: [88] [ 60/3251] learning_rate: 0.007001 loss_vfl: 0.731389 loss_bbox: 0.269386 loss_dfl: 0.177278 loss: 1.156905 eta: 23:40:52 batch_cost: 2.2537 data_cost: 0.0011 ips: 12.4238 images/s [11/19 19:21:39] ppdet.engine INFO: Epoch: [88] [ 80/3251] learning_rate: 0.006994 loss_vfl: 0.743984 loss_bbox: 0.276266 loss_dfl: 0.188356 loss: 1.175723 eta: 23:40:09 batch_cost: 2.2597 data_cost: 0.0011 ips: 12.3908 images/s [11/19 19:22:27] ppdet.engine INFO: Epoch: [88] [ 100/3251] learning_rate: 0.006987 loss_vfl: 0.726404 loss_bbox: 0.263481 loss_dfl: 0.175202 loss: 1.171593 eta: 23:39:25 batch_cost: 2.2585 data_cost: 0.0010 ips: 12.3975 images/s [11/19 19:23:13] ppdet.engine INFO: Epoch: [88] [ 120/3251] learning_rate: 0.006980 loss_vfl: 0.708198 loss_bbox: 0.253161 loss_dfl: 0.182439 loss: 1.153322 eta: 23:38:41 batch_cost: 2.1731 data_cost: 0.0013 ips: 12.8851 images/s [11/19 19:23:59] ppdet.engine INFO: Epoch: [88] [ 140/3251] learning_rate: 0.006973 loss_vfl: 0.713550 loss_bbox: 0.255859 loss_dfl: 0.181609 loss: 1.178603 eta: 23:37:58 batch_cost: 2.1837 data_cost: 0.0010 ips: 12.8223 images/s [11/19 19:24:47] ppdet.engine INFO: Epoch: [88] [ 160/3251] learning_rate: 0.006966 loss_vfl: 0.720485 loss_bbox: 0.273837 loss_dfl: 0.192332 loss: 1.183880 eta: 23:37:14 batch_cost: 2.2189 data_cost: 0.0011 ips: 12.6189 images/s [11/19 19:25:34] ppdet.engine INFO: Epoch: [88] [ 180/3251] learning_rate: 0.006958 loss_vfl: 0.737929 loss_bbox: 0.230777 loss_dfl: 0.170444 loss: 1.168005 eta: 23:36:30 batch_cost: 2.2803 data_cost: 0.0010 ips: 12.2791 images/s [11/19 19:26:22] ppdet.engine INFO: Epoch: [88] [ 200/3251] learning_rate: 0.006951 loss_vfl: 0.725196 loss_bbox: 0.222810 loss_dfl: 0.161909 loss: 1.106881 eta: 23:35:47 batch_cost: 2.2560 data_cost: 0.0009 ips: 12.4115 images/s [11/19 19:27:09] ppdet.engine INFO: Epoch: [88] [ 220/3251] learning_rate: 0.006944 loss_vfl: 0.697642 loss_bbox: 0.256619 loss_dfl: 0.182679 loss: 1.131697 eta: 23:35:03 batch_cost: 2.1897 data_cost: 0.0015 ips: 12.7873 images/s [11/19 19:27:55] ppdet.engine INFO: Epoch: [88] [ 240/3251] learning_rate: 0.006937 loss_vfl: 0.738532 loss_bbox: 0.267489 loss_dfl: 0.182308 loss: 1.184838 eta: 23:34:19 batch_cost: 2.2278 data_cost: 0.0017 ips: 12.5684 images/s [11/19 19:28:42] ppdet.engine INFO: Epoch: [88] [ 260/3251] learning_rate: 0.006930 loss_vfl: 0.708764 loss_bbox: 0.266703 loss_dfl: 0.190153 loss: 1.168480 eta: 23:33:36 batch_cost: 2.2361 data_cost: 0.0009 ips: 12.5216 images/s [11/19 19:29:29] ppdet.engine INFO: Epoch: [88] [ 280/3251] learning_rate: 0.006923 loss_vfl: 0.716459 loss_bbox: 0.238454 loss_dfl: 0.172450 loss: 1.156160 eta: 23:32:52 batch_cost: 2.2516 data_cost: 0.0010 ips: 12.4358 images/s [11/19 19:30:16] ppdet.engine INFO: Epoch: [88] [ 300/3251] learning_rate: 0.006916 loss_vfl: 0.700684 loss_bbox: 0.261154 loss_dfl: 0.179826 loss: 1.144892 eta: 23:32:09 batch_cost: 2.2264 data_cost: 0.0010 ips: 12.5765 images/s [11/19 19:31:04] ppdet.engine INFO: Epoch: [88] [ 320/3251] learning_rate: 0.006909 loss_vfl: 0.728376 loss_bbox: 0.277577 loss_dfl: 0.182195 loss: 1.185266 eta: 23:31:25 batch_cost: 2.3054 data_cost: 0.0010 ips: 12.1455 images/s [11/19 19:31:51] ppdet.engine INFO: Epoch: [88] [ 340/3251] learning_rate: 0.006902 loss_vfl: 0.720571 loss_bbox: 0.234606 loss_dfl: 0.178824 loss: 1.145706 eta: 23:30:41 batch_cost: 2.1944 data_cost: 0.0011 ips: 12.7599 images/s [11/19 19:32:39] ppdet.engine INFO: Epoch: [88] [ 360/3251] learning_rate: 0.006895 loss_vfl: 0.706898 loss_bbox: 0.238303 loss_dfl: 0.175372 loss: 1.126623 eta: 23:29:57 batch_cost: 2.1367 data_cost: 0.0010 ips: 13.1045 images/s [11/19 19:33:26] ppdet.engine INFO: Epoch: [88] [ 380/3251] learning_rate: 0.006888 loss_vfl: 0.739513 loss_bbox: 0.237703 loss_dfl: 0.177323 loss: 1.125518 eta: 23:29:14 batch_cost: 2.2062 data_cost: 0.0014 ips: 12.6916 images/s [11/19 19:34:12] ppdet.engine INFO: Epoch: [88] [ 400/3251] learning_rate: 0.006881 loss_vfl: 0.727307 loss_bbox: 0.267833 loss_dfl: 0.176889 loss: 1.168054 eta: 23:28:30 batch_cost: 2.1651 data_cost: 0.0037 ips: 12.9326 images/s [11/19 19:35:01] ppdet.engine INFO: Epoch: [88] [ 420/3251] learning_rate: 0.006874 loss_vfl: 0.743436 loss_bbox: 0.241067 loss_dfl: 0.179788 loss: 1.183242 eta: 23:27:46 batch_cost: 2.2454 data_cost: 0.0009 ips: 12.4699 images/s [11/19 19:35:51] ppdet.engine INFO: Epoch: [88] [ 440/3251] learning_rate: 0.006867 loss_vfl: 0.712137 loss_bbox: 0.252109 loss_dfl: 0.180353 loss: 1.156899 eta: 23:27:03 batch_cost: 2.3583 data_cost: 0.0011 ips: 11.8728 images/s [11/19 19:36:36] ppdet.engine INFO: Epoch: [88] [ 460/3251] learning_rate: 0.006860 loss_vfl: 0.718984 loss_bbox: 0.217889 loss_dfl: 0.150056 loss: 1.087795 eta: 23:26:19 batch_cost: 2.0473 data_cost: 0.0012 ips: 13.6765 images/s [11/19 19:37:23] ppdet.engine INFO: Epoch: [88] [ 480/3251] learning_rate: 0.006853 loss_vfl: 0.711666 loss_bbox: 0.266222 loss_dfl: 0.185911 loss: 1.191682 eta: 23:25:35 batch_cost: 2.1187 data_cost: 0.0011 ips: 13.2154 images/s [11/19 19:38:09] ppdet.engine INFO: Epoch: [88] [ 500/3251] learning_rate: 0.006846 loss_vfl: 0.744585 loss_bbox: 0.273690 loss_dfl: 0.182913 loss: 1.175171 eta: 23:24:51 batch_cost: 2.1246 data_cost: 0.0012 ips: 13.1789 images/s [11/19 19:38:56] ppdet.engine INFO: Epoch: [88] [ 520/3251] learning_rate: 0.006839 loss_vfl: 0.694057 loss_bbox: 0.246179 loss_dfl: 0.179866 loss: 1.123133 eta: 23:24:07 batch_cost: 2.2190 data_cost: 0.0009 ips: 12.6184 images/s [11/19 19:39:44] ppdet.engine INFO: Epoch: [88] [ 540/3251] learning_rate: 0.006832 loss_vfl: 0.718986 loss_bbox: 0.269599 loss_dfl: 0.176584 loss: 1.153156 eta: 23:23:24 batch_cost: 2.2678 data_cost: 0.0010 ips: 12.3466 images/s [11/19 19:40:32] ppdet.engine INFO: Epoch: [88] [ 560/3251] learning_rate: 0.006825 loss_vfl: 0.745093 loss_bbox: 0.259461 loss_dfl: 0.182639 loss: 1.228625 eta: 23:22:40 batch_cost: 2.2795 data_cost: 0.0010 ips: 12.2832 images/s [11/19 19:41:19] ppdet.engine INFO: Epoch: [88] [ 580/3251] learning_rate: 0.006817 loss_vfl: 0.744550 loss_bbox: 0.249635 loss_dfl: 0.182232 loss: 1.180213 eta: 23:21:56 batch_cost: 2.1921 data_cost: 0.0010 ips: 12.7729 images/s [11/19 19:42:06] ppdet.engine INFO: Epoch: [88] [ 600/3251] learning_rate: 0.006810 loss_vfl: 0.746113 loss_bbox: 0.295731 loss_dfl: 0.194918 loss: 1.238785 eta: 23:21:13 batch_cost: 2.2672 data_cost: 0.0010 ips: 12.3498 images/s [11/19 19:42:52] ppdet.engine INFO: Epoch: [88] [ 620/3251] learning_rate: 0.006803 loss_vfl: 0.710572 loss_bbox: 0.225717 loss_dfl: 0.165293 loss: 1.105378 eta: 23:20:29 batch_cost: 2.1926 data_cost: 0.0009 ips: 12.7700 images/s [11/19 19:43:40] ppdet.engine INFO: Epoch: [88] [ 640/3251] learning_rate: 0.006796 loss_vfl: 0.733011 loss_bbox: 0.270668 loss_dfl: 0.178263 loss: 1.168180 eta: 23:19:45 batch_cost: 2.2982 data_cost: 0.0009 ips: 12.1834 images/s [11/19 19:44:29] ppdet.engine INFO: Epoch: [88] [ 660/3251] learning_rate: 0.006789 loss_vfl: 0.712917 loss_bbox: 0.262655 loss_dfl: 0.185106 loss: 1.132934 eta: 23:19:02 batch_cost: 2.3344 data_cost: 0.0009 ips: 11.9943 images/s [11/19 19:45:17] ppdet.engine INFO: Epoch: [88] [ 680/3251] learning_rate: 0.006782 loss_vfl: 0.747509 loss_bbox: 0.276004 loss_dfl: 0.179924 loss: 1.211124 eta: 23:18:19 batch_cost: 2.3084 data_cost: 0.0009 ips: 12.1297 images/s [11/19 19:46:05] ppdet.engine INFO: Epoch: [88] [ 700/3251] learning_rate: 0.006775 loss_vfl: 0.703086 loss_bbox: 0.258229 loss_dfl: 0.178642 loss: 1.143283 eta: 23:17:35 batch_cost: 2.2806 data_cost: 0.0010 ips: 12.2775 images/s [11/19 19:46:51] ppdet.engine INFO: Epoch: [88] [ 720/3251] learning_rate: 0.006768 loss_vfl: 0.732743 loss_bbox: 0.248465 loss_dfl: 0.170672 loss: 1.135200 eta: 23:16:51 batch_cost: 2.2284 data_cost: 0.0010 ips: 12.5648 images/s [11/19 19:47:38] ppdet.engine INFO: Epoch: [88] [ 740/3251] learning_rate: 0.006761 loss_vfl: 0.724510 loss_bbox: 0.242415 loss_dfl: 0.168006 loss: 1.166737 eta: 23:16:08 batch_cost: 2.2335 data_cost: 0.0010 ips: 12.5366 images/s [11/19 19:48:26] ppdet.engine INFO: Epoch: [88] [ 760/3251] learning_rate: 0.006755 loss_vfl: 0.712945 loss_bbox: 0.258462 loss_dfl: 0.187997 loss: 1.170199 eta: 23:15:24 batch_cost: 2.2710 data_cost: 0.0009 ips: 12.3293 images/s [11/19 19:49:13] ppdet.engine INFO: Epoch: [88] [ 780/3251] learning_rate: 0.006748 loss_vfl: 0.724889 loss_bbox: 0.248630 loss_dfl: 0.176555 loss: 1.145398 eta: 23:14:41 batch_cost: 2.2138 data_cost: 0.0010 ips: 12.6479 images/s [11/19 19:50:00] ppdet.engine INFO: Epoch: [88] [ 800/3251] learning_rate: 0.006741 loss_vfl: 0.712425 loss_bbox: 0.240490 loss_dfl: 0.171487 loss: 1.150641 eta: 23:13:57 batch_cost: 2.2621 data_cost: 0.0010 ips: 12.3781 images/s [11/19 19:50:49] ppdet.engine INFO: Epoch: [88] [ 820/3251] learning_rate: 0.006734 loss_vfl: 0.712709 loss_bbox: 0.269395 loss_dfl: 0.180689 loss: 1.179340 eta: 23:13:13 batch_cost: 2.2563 data_cost: 0.0013 ips: 12.4095 images/s [11/19 19:51:37] ppdet.engine INFO: Epoch: [88] [ 840/3251] learning_rate: 0.006727 loss_vfl: 0.738549 loss_bbox: 0.242634 loss_dfl: 0.180291 loss: 1.195045 eta: 23:12:30 batch_cost: 2.3028 data_cost: 0.0009 ips: 12.1591 images/s [11/19 19:52:22] ppdet.engine INFO: Epoch: [88] [ 860/3251] learning_rate: 0.006720 loss_vfl: 0.734109 loss_bbox: 0.250477 loss_dfl: 0.177646 loss: 1.162998 eta: 23:11:46 batch_cost: 2.0920 data_cost: 0.0009 ips: 13.3846 images/s [11/19 19:53:14] ppdet.engine INFO: Epoch: [88] [ 880/3251] learning_rate: 0.006713 loss_vfl: 0.715285 loss_bbox: 0.234444 loss_dfl: 0.168778 loss: 1.116038 eta: 23:11:03 batch_cost: 2.4671 data_cost: 0.0010 ips: 11.3491 images/s [11/19 19:54:02] ppdet.engine INFO: Epoch: [88] [ 900/3251] learning_rate: 0.006706 loss_vfl: 0.751174 loss_bbox: 0.255223 loss_dfl: 0.178249 loss: 1.191363 eta: 23:10:19 batch_cost: 2.1594 data_cost: 0.0016 ips: 12.9663 images/s [11/19 19:54:49] ppdet.engine INFO: Epoch: [88] [ 920/3251] learning_rate: 0.006699 loss_vfl: 0.725207 loss_bbox: 0.236534 loss_dfl: 0.171700 loss: 1.121676 eta: 23:09:35 batch_cost: 2.2014 data_cost: 0.0010 ips: 12.7190 images/s [11/19 19:55:36] ppdet.engine INFO: Epoch: [88] [ 940/3251] learning_rate: 0.006692 loss_vfl: 0.709193 loss_bbox: 0.249926 loss_dfl: 0.179063 loss: 1.137520 eta: 23:08:52 batch_cost: 2.2429 data_cost: 0.0009 ips: 12.4838 images/s [11/19 19:56:24] ppdet.engine INFO: Epoch: [88] [ 960/3251] learning_rate: 0.006685 loss_vfl: 0.742829 loss_bbox: 0.247315 loss_dfl: 0.176885 loss: 1.160247 eta: 23:08:08 batch_cost: 2.2131 data_cost: 0.0011 ips: 12.6518 images/s [11/19 19:57:13] ppdet.engine INFO: Epoch: [88] [ 980/3251] learning_rate: 0.006678 loss_vfl: 0.707581 loss_bbox: 0.258098 loss_dfl: 0.179660 loss: 1.135922 eta: 23:07:24 batch_cost: 2.2839 data_cost: 0.0009 ips: 12.2599 images/s [11/19 19:58:00] ppdet.engine INFO: Epoch: [88] [1000/3251] learning_rate: 0.006671 loss_vfl: 0.723335 loss_bbox: 0.257532 loss_dfl: 0.184445 loss: 1.180283 eta: 23:06:41 batch_cost: 2.2619 data_cost: 0.0011 ips: 12.3792 images/s [11/19 19:58:47] ppdet.engine INFO: Epoch: [88] [1020/3251] learning_rate: 0.006664 loss_vfl: 0.727313 loss_bbox: 0.241936 loss_dfl: 0.169105 loss: 1.160908 eta: 23:05:57 batch_cost: 2.1487 data_cost: 0.0009 ips: 13.0308 images/s [11/19 19:59:33] ppdet.engine INFO: Epoch: [88] [1040/3251] learning_rate: 0.006657 loss_vfl: 0.736439 loss_bbox: 0.266270 loss_dfl: 0.189782 loss: 1.182974 eta: 23:05:13 batch_cost: 2.2001 data_cost: 0.0011 ips: 12.7266 images/s [11/19 20:00:21] ppdet.engine INFO: Epoch: [88] [1060/3251] learning_rate: 0.006650 loss_vfl: 0.701756 loss_bbox: 0.254141 loss_dfl: 0.179180 loss: 1.133676 eta: 23:04:30 batch_cost: 2.2677 data_cost: 0.0015 ips: 12.3471 images/s [11/19 20:01:09] ppdet.engine INFO: Epoch: [88] [1080/3251] learning_rate: 0.006643 loss_vfl: 0.717296 loss_bbox: 0.264837 loss_dfl: 0.185890 loss: 1.190744 eta: 23:03:46 batch_cost: 2.2682 data_cost: 0.0011 ips: 12.3446 images/s [11/19 20:01:56] ppdet.engine INFO: Epoch: [88] [1100/3251] learning_rate: 0.006636 loss_vfl: 0.731371 loss_bbox: 0.302811 loss_dfl: 0.193471 loss: 1.258167 eta: 23:03:02 batch_cost: 2.2308 data_cost: 0.0010 ips: 12.5515 images/s [11/19 20:02:42] ppdet.engine INFO: Epoch: [88] [1120/3251] learning_rate: 0.006629 loss_vfl: 0.712089 loss_bbox: 0.275799 loss_dfl: 0.188946 loss: 1.163586 eta: 23:02:19 batch_cost: 2.2175 data_cost: 0.0011 ips: 12.6267 images/s [11/19 20:03:29] ppdet.engine INFO: Epoch: [88] [1140/3251] learning_rate: 0.006622 loss_vfl: 0.735333 loss_bbox: 0.287896 loss_dfl: 0.194352 loss: 1.191479 eta: 23:01:35 batch_cost: 2.2599 data_cost: 0.0014 ips: 12.3897 images/s [11/19 20:04:19] ppdet.engine INFO: Epoch: [88] [1160/3251] learning_rate: 0.006616 loss_vfl: 0.733624 loss_bbox: 0.259065 loss_dfl: 0.192306 loss: 1.196240 eta: 23:00:52 batch_cost: 2.3814 data_cost: 0.0013 ips: 11.7578 images/s [11/19 20:05:04] ppdet.engine INFO: Epoch: [88] [1180/3251] learning_rate: 0.006609 loss_vfl: 0.737437 loss_bbox: 0.227316 loss_dfl: 0.167303 loss: 1.136140 eta: 23:00:08 batch_cost: 2.1288 data_cost: 0.0010 ips: 13.1529 images/s [11/19 20:05:51] ppdet.engine INFO: Epoch: [88] [1200/3251] learning_rate: 0.006602 loss_vfl: 0.714125 loss_bbox: 0.299316 loss_dfl: 0.194561 loss: 1.211235 eta: 22:59:24 batch_cost: 2.2579 data_cost: 0.0010 ips: 12.4011 images/s [11/19 20:06:40] ppdet.engine INFO: Epoch: [88] [1220/3251] learning_rate: 0.006595 loss_vfl: 0.726682 loss_bbox: 0.258306 loss_dfl: 0.189566 loss: 1.156511 eta: 22:58:41 batch_cost: 2.2331 data_cost: 0.0015 ips: 12.5385 images/s [11/19 20:07:29] ppdet.engine INFO: Epoch: [88] [1240/3251] learning_rate: 0.006588 loss_vfl: 0.710548 loss_bbox: 0.252707 loss_dfl: 0.177275 loss: 1.148525 eta: 22:57:57 batch_cost: 2.3485 data_cost: 0.0009 ips: 11.9227 images/s [11/19 20:08:17] ppdet.engine INFO: Epoch: [88] [1260/3251] learning_rate: 0.006581 loss_vfl: 0.702459 loss_bbox: 0.249033 loss_dfl: 0.178247 loss: 1.156265 eta: 22:57:14 batch_cost: 2.2834 data_cost: 0.0010 ips: 12.2626 images/s [11/19 20:09:03] ppdet.engine INFO: Epoch: [88] [1280/3251] learning_rate: 0.006574 loss_vfl: 0.708622 loss_bbox: 0.257815 loss_dfl: 0.170806 loss: 1.123426 eta: 22:56:30 batch_cost: 2.2130 data_cost: 0.0010 ips: 12.6522 images/s [11/19 20:09:51] ppdet.engine INFO: Epoch: [88] [1300/3251] learning_rate: 0.006567 loss_vfl: 0.719783 loss_bbox: 0.242589 loss_dfl: 0.171637 loss: 1.145495 eta: 22:55:46 batch_cost: 2.2932 data_cost: 0.0009 ips: 12.2100 images/s [11/19 20:10:41] ppdet.engine INFO: Epoch: [88] [1320/3251] learning_rate: 0.006560 loss_vfl: 0.702643 loss_bbox: 0.273824 loss_dfl: 0.181904 loss: 1.181170 eta: 22:55:03 batch_cost: 2.2743 data_cost: 0.0009 ips: 12.3114 images/s [11/19 20:11:28] ppdet.engine INFO: Epoch: [88] [1340/3251] learning_rate: 0.006553 loss_vfl: 0.715769 loss_bbox: 0.286702 loss_dfl: 0.196286 loss: 1.193079 eta: 22:54:19 batch_cost: 2.1818 data_cost: 0.0014 ips: 12.8336 images/s [11/19 20:12:15] ppdet.engine INFO: Epoch: [88] [1360/3251] learning_rate: 0.006547 loss_vfl: 0.714103 loss_bbox: 0.240790 loss_dfl: 0.174607 loss: 1.145803 eta: 22:53:35 batch_cost: 2.2055 data_cost: 0.0009 ips: 12.6953 images/s [11/19 20:13:01] ppdet.engine INFO: Epoch: [88] [1380/3251] learning_rate: 0.006540 loss_vfl: 0.709154 loss_bbox: 0.279673 loss_dfl: 0.180748 loss: 1.173659 eta: 22:52:52 batch_cost: 2.1755 data_cost: 0.0010 ips: 12.8706 images/s [11/19 20:13:49] ppdet.engine INFO: Epoch: [88] [1400/3251] learning_rate: 0.006533 loss_vfl: 0.703894 loss_bbox: 0.246351 loss_dfl: 0.169499 loss: 1.168301 eta: 22:52:08 batch_cost: 2.3007 data_cost: 0.0009 ips: 12.1704 images/s [11/19 20:14:37] ppdet.engine INFO: Epoch: [88] [1420/3251] learning_rate: 0.006526 loss_vfl: 0.723343 loss_bbox: 0.223293 loss_dfl: 0.164037 loss: 1.145536 eta: 22:51:24 batch_cost: 2.2513 data_cost: 0.0012 ips: 12.4372 images/s [11/19 20:15:25] ppdet.engine INFO: Epoch: [88] [1440/3251] learning_rate: 0.006519 loss_vfl: 0.710513 loss_bbox: 0.256430 loss_dfl: 0.177914 loss: 1.140321 eta: 22:50:41 batch_cost: 2.2737 data_cost: 0.0012 ips: 12.3147 images/s [11/19 20:16:11] ppdet.engine INFO: Epoch: [88] [1460/3251] learning_rate: 0.006512 loss_vfl: 0.739517 loss_bbox: 0.281615 loss_dfl: 0.199447 loss: 1.221640 eta: 22:49:57 batch_cost: 2.2018 data_cost: 0.0010 ips: 12.7167 images/s [11/19 20:16:59] ppdet.engine INFO: Epoch: [88] [1480/3251] learning_rate: 0.006505 loss_vfl: 0.735048 loss_bbox: 0.256835 loss_dfl: 0.175440 loss: 1.168477 eta: 22:49:14 batch_cost: 2.2479 data_cost: 0.0010 ips: 12.4560 images/s [11/19 20:17:47] ppdet.engine INFO: Epoch: [88] [1500/3251] learning_rate: 0.006499 loss_vfl: 0.719276 loss_bbox: 0.243945 loss_dfl: 0.175845 loss: 1.112468 eta: 22:48:30 batch_cost: 2.2254 data_cost: 0.0010 ips: 12.5821 images/s [11/19 20:18:33] ppdet.engine INFO: Epoch: [88] [1520/3251] learning_rate: 0.006492 loss_vfl: 0.722072 loss_bbox: 0.274508 loss_dfl: 0.190751 loss: 1.175434 eta: 22:47:46 batch_cost: 2.1948 data_cost: 0.0010 ips: 12.7577 images/s [11/19 20:19:20] ppdet.engine INFO: Epoch: [88] [1540/3251] learning_rate: 0.006485 loss_vfl: 0.719887 loss_bbox: 0.254698 loss_dfl: 0.172643 loss: 1.137599 eta: 22:47:02 batch_cost: 2.2153 data_cost: 0.0010 ips: 12.6395 images/s [11/19 20:20:09] ppdet.engine INFO: Epoch: [88] [1560/3251] learning_rate: 0.006478 loss_vfl: 0.706440 loss_bbox: 0.224079 loss_dfl: 0.175856 loss: 1.103282 eta: 22:46:19 batch_cost: 2.2637 data_cost: 0.0009 ips: 12.3689 images/s [11/19 20:20:57] ppdet.engine INFO: Epoch: [88] [1580/3251] learning_rate: 0.006471 loss_vfl: 0.744242 loss_bbox: 0.257023 loss_dfl: 0.183877 loss: 1.171395 eta: 22:45:35 batch_cost: 2.3225 data_cost: 0.0012 ips: 12.0557 images/s [11/19 20:21:45] ppdet.engine INFO: Epoch: [88] [1600/3251] learning_rate: 0.006464 loss_vfl: 0.731592 loss_bbox: 0.257294 loss_dfl: 0.169093 loss: 1.150140 eta: 22:44:52 batch_cost: 2.2625 data_cost: 0.0010 ips: 12.3758 images/s [11/19 20:22:33] ppdet.engine INFO: Epoch: [88] [1620/3251] learning_rate: 0.006457 loss_vfl: 0.718194 loss_bbox: 0.275289 loss_dfl: 0.180540 loss: 1.174316 eta: 22:44:08 batch_cost: 2.2645 data_cost: 0.0013 ips: 12.3646 images/s [11/19 20:23:21] ppdet.engine INFO: Epoch: [88] [1640/3251] learning_rate: 0.006451 loss_vfl: 0.720399 loss_bbox: 0.225741 loss_dfl: 0.166341 loss: 1.124393 eta: 22:43:25 batch_cost: 2.3175 data_cost: 0.0104 ips: 12.0822 images/s [11/19 20:24:07] ppdet.engine INFO: Epoch: [88] [1660/3251] learning_rate: 0.006444 loss_vfl: 0.731156 loss_bbox: 0.240238 loss_dfl: 0.166677 loss: 1.137215 eta: 22:42:41 batch_cost: 2.1618 data_cost: 0.0009 ips: 12.9524 images/s [11/19 20:24:55] ppdet.engine INFO: Epoch: [88] [1680/3251] learning_rate: 0.006437 loss_vfl: 0.752964 loss_bbox: 0.259961 loss_dfl: 0.178823 loss: 1.172484 eta: 22:41:57 batch_cost: 2.2157 data_cost: 0.0011 ips: 12.6369 images/s [11/19 20:25:41] ppdet.engine INFO: Epoch: [88] [1700/3251] learning_rate: 0.006430 loss_vfl: 0.720643 loss_bbox: 0.250604 loss_dfl: 0.181306 loss: 1.177493 eta: 22:41:13 batch_cost: 2.2011 data_cost: 0.0015 ips: 12.7207 images/s [11/19 20:26:30] ppdet.engine INFO: Epoch: [88] [1720/3251] learning_rate: 0.006423 loss_vfl: 0.725882 loss_bbox: 0.230051 loss_dfl: 0.167019 loss: 1.127107 eta: 22:40:30 batch_cost: 2.2997 data_cost: 0.0009 ips: 12.1757 images/s [11/19 20:27:17] ppdet.engine INFO: Epoch: [88] [1740/3251] learning_rate: 0.006417 loss_vfl: 0.736335 loss_bbox: 0.243209 loss_dfl: 0.162642 loss: 1.125669 eta: 22:39:46 batch_cost: 2.2367 data_cost: 0.0010 ips: 12.5187 images/s [11/19 20:28:02] ppdet.engine INFO: Epoch: [88] [1760/3251] learning_rate: 0.006410 loss_vfl: 0.725815 loss_bbox: 0.250013 loss_dfl: 0.167092 loss: 1.181024 eta: 22:39:02 batch_cost: 2.0565 data_cost: 0.0010 ips: 13.6151 images/s [11/19 20:28:49] ppdet.engine INFO: Epoch: [88] [1780/3251] learning_rate: 0.006403 loss_vfl: 0.699933 loss_bbox: 0.235490 loss_dfl: 0.162710 loss: 1.080782 eta: 22:38:18 batch_cost: 2.2197 data_cost: 0.0011 ips: 12.6141 images/s [11/19 20:29:35] ppdet.engine INFO: Epoch: [88] [1800/3251] learning_rate: 0.006396 loss_vfl: 0.723743 loss_bbox: 0.261987 loss_dfl: 0.175454 loss: 1.179534 eta: 22:37:35 batch_cost: 2.1174 data_cost: 0.0012 ips: 13.2237 images/s [11/19 20:30:25] ppdet.engine INFO: Epoch: [88] [1820/3251] learning_rate: 0.006389 loss_vfl: 0.696999 loss_bbox: 0.235793 loss_dfl: 0.166004 loss: 1.098026 eta: 22:36:51 batch_cost: 2.3361 data_cost: 0.0010 ips: 11.9858 images/s [11/19 20:31:14] ppdet.engine INFO: Epoch: [88] [1840/3251] learning_rate: 0.006383 loss_vfl: 0.719312 loss_bbox: 0.245300 loss_dfl: 0.168879 loss: 1.144453 eta: 22:36:08 batch_cost: 2.2589 data_cost: 0.0009 ips: 12.3955 images/s [11/19 20:32:01] ppdet.engine INFO: Epoch: [88] [1860/3251] learning_rate: 0.006376 loss_vfl: 0.744019 loss_bbox: 0.242210 loss_dfl: 0.166628 loss: 1.155572 eta: 22:35:24 batch_cost: 2.2305 data_cost: 0.0010 ips: 12.5535 images/s [11/19 20:32:49] ppdet.engine INFO: Epoch: [88] [1880/3251] learning_rate: 0.006369 loss_vfl: 0.698751 loss_bbox: 0.237987 loss_dfl: 0.170381 loss: 1.129738 eta: 22:34:40 batch_cost: 2.2184 data_cost: 0.0010 ips: 12.6219 images/s [11/19 20:33:35] ppdet.engine INFO: Epoch: [88] [1900/3251] learning_rate: 0.006362 loss_vfl: 0.712831 loss_bbox: 0.272127 loss_dfl: 0.188578 loss: 1.170905 eta: 22:33:56 batch_cost: 2.1599 data_cost: 0.0014 ips: 12.9637 images/s [11/19 20:34:21] ppdet.engine INFO: Epoch: [88] [1920/3251] learning_rate: 0.006355 loss_vfl: 0.721891 loss_bbox: 0.253890 loss_dfl: 0.180789 loss: 1.131213 eta: 22:33:13 batch_cost: 2.2266 data_cost: 0.0010 ips: 12.5751 images/s [11/19 20:35:07] ppdet.engine INFO: Epoch: [88] [1940/3251] learning_rate: 0.006349 loss_vfl: 0.715394 loss_bbox: 0.257255 loss_dfl: 0.181996 loss: 1.161541 eta: 22:32:29 batch_cost: 2.1885 data_cost: 0.0010 ips: 12.7939 images/s [11/19 20:35:56] ppdet.engine INFO: Epoch: [88] [1960/3251] learning_rate: 0.006342 loss_vfl: 0.721612 loss_bbox: 0.275181 loss_dfl: 0.186424 loss: 1.197453 eta: 22:31:45 batch_cost: 2.2593 data_cost: 0.0009 ips: 12.3930 images/s [11/19 20:36:42] ppdet.engine INFO: Epoch: [88] [1980/3251] learning_rate: 0.006335 loss_vfl: 0.727357 loss_bbox: 0.257708 loss_dfl: 0.182217 loss: 1.169968 eta: 22:31:01 batch_cost: 2.1494 data_cost: 0.0017 ips: 13.0270 images/s [11/19 20:37:29] ppdet.engine INFO: Epoch: [88] [2000/3251] learning_rate: 0.006328 loss_vfl: 0.754805 loss_bbox: 0.251549 loss_dfl: 0.166990 loss: 1.161234 eta: 22:30:18 batch_cost: 2.2190 data_cost: 0.0010 ips: 12.6185 images/s [11/19 20:38:17] ppdet.engine INFO: Epoch: [88] [2020/3251] learning_rate: 0.006322 loss_vfl: 0.732590 loss_bbox: 0.244311 loss_dfl: 0.176012 loss: 1.168382 eta: 22:29:34 batch_cost: 2.2554 data_cost: 0.0009 ips: 12.4147 images/s [11/19 20:39:04] ppdet.engine INFO: Epoch: [88] [2040/3251] learning_rate: 0.006315 loss_vfl: 0.736691 loss_bbox: 0.276410 loss_dfl: 0.183641 loss: 1.204817 eta: 22:28:50 batch_cost: 2.2616 data_cost: 0.0010 ips: 12.3809 images/s [11/19 20:39:49] ppdet.engine INFO: Epoch: [88] [2060/3251] learning_rate: 0.006308 loss_vfl: 0.711255 loss_bbox: 0.247708 loss_dfl: 0.177197 loss: 1.140764 eta: 22:28:06 batch_cost: 2.1094 data_cost: 0.0009 ips: 13.2738 images/s [11/19 20:40:38] ppdet.engine INFO: Epoch: [88] [2080/3251] learning_rate: 0.006301 loss_vfl: 0.723613 loss_bbox: 0.271653 loss_dfl: 0.189157 loss: 1.185955 eta: 22:27:23 batch_cost: 2.3626 data_cost: 0.0010 ips: 11.8512 images/s [11/19 20:41:25] ppdet.engine INFO: Epoch: [88] [2100/3251] learning_rate: 0.006295 loss_vfl: 0.726058 loss_bbox: 0.255917 loss_dfl: 0.176915 loss: 1.185257 eta: 22:26:39 batch_cost: 2.1026 data_cost: 0.0010 ips: 13.3166 images/s [11/19 20:42:12] ppdet.engine INFO: Epoch: [88] [2120/3251] learning_rate: 0.006288 loss_vfl: 0.720130 loss_bbox: 0.225610 loss_dfl: 0.164488 loss: 1.114511 eta: 22:25:55 batch_cost: 2.2072 data_cost: 0.0009 ips: 12.6856 images/s [11/19 20:42:58] ppdet.engine INFO: Epoch: [88] [2140/3251] learning_rate: 0.006281 loss_vfl: 0.724462 loss_bbox: 0.246331 loss_dfl: 0.177037 loss: 1.119569 eta: 22:25:12 batch_cost: 2.1973 data_cost: 0.0010 ips: 12.7429 images/s [11/19 20:43:49] ppdet.engine INFO: Epoch: [88] [2160/3251] learning_rate: 0.006274 loss_vfl: 0.704079 loss_bbox: 0.261550 loss_dfl: 0.183204 loss: 1.146371 eta: 22:24:28 batch_cost: 2.3878 data_cost: 0.0017 ips: 11.7262 images/s [11/19 20:44:32] ppdet.engine INFO: Epoch: [88] [2180/3251] learning_rate: 0.006268 loss_vfl: 0.715400 loss_bbox: 0.252159 loss_dfl: 0.181642 loss: 1.171084 eta: 22:23:44 batch_cost: 2.0694 data_cost: 0.0010 ips: 13.5308 images/s [11/19 20:45:18] ppdet.engine INFO: Epoch: [88] [2200/3251] learning_rate: 0.006261 loss_vfl: 0.739385 loss_bbox: 0.248787 loss_dfl: 0.180239 loss: 1.160049 eta: 22:23:00 batch_cost: 2.1801 data_cost: 0.0010 ips: 12.8437 images/s [11/19 20:46:04] ppdet.engine INFO: Epoch: [88] [2220/3251] learning_rate: 0.006254 loss_vfl: 0.717093 loss_bbox: 0.256389 loss_dfl: 0.182893 loss: 1.171305 eta: 22:22:17 batch_cost: 2.2154 data_cost: 0.0010 ips: 12.6391 images/s [11/19 20:46:50] ppdet.engine INFO: Epoch: [88] [2240/3251] learning_rate: 0.006247 loss_vfl: 0.728614 loss_bbox: 0.234490 loss_dfl: 0.172274 loss: 1.143497 eta: 22:21:33 batch_cost: 2.1700 data_cost: 0.0009 ips: 12.9030 images/s [11/19 20:47:35] ppdet.engine INFO: Epoch: [88] [2260/3251] learning_rate: 0.006241 loss_vfl: 0.709412 loss_bbox: 0.212862 loss_dfl: 0.157192 loss: 1.104945 eta: 22:20:49 batch_cost: 2.1210 data_cost: 0.0010 ips: 13.2016 images/s [11/19 20:48:22] ppdet.engine INFO: Epoch: [88] [2280/3251] learning_rate: 0.006234 loss_vfl: 0.725803 loss_bbox: 0.241767 loss_dfl: 0.179766 loss: 1.141501 eta: 22:20:05 batch_cost: 2.2050 data_cost: 0.0011 ips: 12.6987 images/s [11/19 20:49:08] ppdet.engine INFO: Epoch: [88] [2300/3251] learning_rate: 0.006227 loss_vfl: 0.750125 loss_bbox: 0.240680 loss_dfl: 0.166987 loss: 1.150346 eta: 22:19:21 batch_cost: 2.1498 data_cost: 0.0009 ips: 13.0242 images/s [11/19 20:49:57] ppdet.engine INFO: Epoch: [88] [2320/3251] learning_rate: 0.006220 loss_vfl: 0.722402 loss_bbox: 0.276683 loss_dfl: 0.185749 loss: 1.191843 eta: 22:18:38 batch_cost: 2.3482 data_cost: 0.0016 ips: 11.9239 images/s [11/19 20:50:44] ppdet.engine INFO: Epoch: [88] [2340/3251] learning_rate: 0.006214 loss_vfl: 0.729735 loss_bbox: 0.259092 loss_dfl: 0.184705 loss: 1.174415 eta: 22:17:54 batch_cost: 2.2372 data_cost: 0.0010 ips: 12.5155 images/s [11/19 20:51:31] ppdet.engine INFO: Epoch: [88] [2360/3251] learning_rate: 0.006207 loss_vfl: 0.719331 loss_bbox: 0.250812 loss_dfl: 0.176470 loss: 1.149726 eta: 22:17:11 batch_cost: 2.2323 data_cost: 0.0011 ips: 12.5429 images/s [11/19 20:52:18] ppdet.engine INFO: Epoch: [88] [2380/3251] learning_rate: 0.006200 loss_vfl: 0.751647 loss_bbox: 0.267821 loss_dfl: 0.183387 loss: 1.206991 eta: 22:16:27 batch_cost: 2.1475 data_cost: 0.0010 ips: 13.0383 images/s [11/19 20:53:05] ppdet.engine INFO: Epoch: [88] [2400/3251] learning_rate: 0.006194 loss_vfl: 0.746007 loss_bbox: 0.232004 loss_dfl: 0.168973 loss: 1.152212 eta: 22:15:43 batch_cost: 2.1609 data_cost: 0.0011 ips: 12.9579 images/s [11/19 20:53:50] ppdet.engine INFO: Epoch: [88] [2420/3251] learning_rate: 0.006187 loss_vfl: 0.755471 loss_bbox: 0.201987 loss_dfl: 0.156527 loss: 1.116940 eta: 22:14:59 batch_cost: 2.0988 data_cost: 0.0010 ips: 13.3408 images/s [11/19 20:54:37] ppdet.engine INFO: Epoch: [88] [2440/3251] learning_rate: 0.006180 loss_vfl: 0.734122 loss_bbox: 0.220982 loss_dfl: 0.151421 loss: 1.109503 eta: 22:14:15 batch_cost: 2.2394 data_cost: 0.0009 ips: 12.5035 images/s [11/19 20:55:22] ppdet.engine INFO: Epoch: [88] [2460/3251] learning_rate: 0.006174 loss_vfl: 0.708881 loss_bbox: 0.268731 loss_dfl: 0.178263 loss: 1.203907 eta: 22:13:31 batch_cost: 2.1267 data_cost: 0.0009 ips: 13.1656 images/s [11/19 20:56:09] ppdet.engine INFO: Epoch: [88] [2480/3251] learning_rate: 0.006167 loss_vfl: 0.727094 loss_bbox: 0.237963 loss_dfl: 0.165891 loss: 1.102285 eta: 22:12:47 batch_cost: 2.1012 data_cost: 0.0009 ips: 13.3254 images/s [11/19 20:56:54] ppdet.engine INFO: Epoch: [88] [2500/3251] learning_rate: 0.006160 loss_vfl: 0.739213 loss_bbox: 0.225876 loss_dfl: 0.177666 loss: 1.135645 eta: 22:12:03 batch_cost: 2.1201 data_cost: 0.0010 ips: 13.2070 images/s [11/19 20:57:43] ppdet.engine INFO: Epoch: [88] [2520/3251] learning_rate: 0.006154 loss_vfl: 0.733014 loss_bbox: 0.236082 loss_dfl: 0.161417 loss: 1.148993 eta: 22:11:20 batch_cost: 2.3185 data_cost: 0.0019 ips: 12.0765 images/s [11/19 20:58:30] ppdet.engine INFO: Epoch: [88] [2540/3251] learning_rate: 0.006147 loss_vfl: 0.705948 loss_bbox: 0.242864 loss_dfl: 0.168731 loss: 1.135101 eta: 22:10:36 batch_cost: 2.1671 data_cost: 0.0010 ips: 12.9202 images/s [11/19 20:59:16] ppdet.engine INFO: Epoch: [88] [2560/3251] learning_rate: 0.006140 loss_vfl: 0.739302 loss_bbox: 0.245550 loss_dfl: 0.172969 loss: 1.164835 eta: 22:09:52 batch_cost: 2.1602 data_cost: 0.0009 ips: 12.9619 images/s [11/19 21:00:04] ppdet.engine INFO: Epoch: [88] [2580/3251] learning_rate: 0.006134 loss_vfl: 0.718930 loss_bbox: 0.260702 loss_dfl: 0.174820 loss: 1.186655 eta: 22:09:09 batch_cost: 2.2552 data_cost: 0.0010 ips: 12.4157 images/s [11/19 21:00:50] ppdet.engine INFO: Epoch: [88] [2600/3251] learning_rate: 0.006127 loss_vfl: 0.722831 loss_bbox: 0.254812 loss_dfl: 0.178083 loss: 1.144547 eta: 22:08:25 batch_cost: 2.2141 data_cost: 0.0010 ips: 12.6464 images/s [11/19 21:01:37] ppdet.engine INFO: Epoch: [88] [2620/3251] learning_rate: 0.006120 loss_vfl: 0.725281 loss_bbox: 0.258937 loss_dfl: 0.170766 loss: 1.156442 eta: 22:07:41 batch_cost: 2.2510 data_cost: 0.0010 ips: 12.4391 images/s [11/19 21:02:24] ppdet.engine INFO: Epoch: [88] [2640/3251] learning_rate: 0.006114 loss_vfl: 0.706425 loss_bbox: 0.245342 loss_dfl: 0.173864 loss: 1.146057 eta: 22:06:58 batch_cost: 2.2465 data_cost: 0.0016 ips: 12.4639 images/s [11/19 21:03:10] ppdet.engine INFO: Epoch: [88] [2660/3251] learning_rate: 0.006107 loss_vfl: 0.695610 loss_bbox: 0.265849 loss_dfl: 0.181468 loss: 1.158022 eta: 22:06:14 batch_cost: 2.2161 data_cost: 0.0009 ips: 12.6348 images/s [11/19 21:03:55] ppdet.engine INFO: Epoch: [88] [2680/3251] learning_rate: 0.006100 loss_vfl: 0.703528 loss_bbox: 0.263684 loss_dfl: 0.179599 loss: 1.134255 eta: 22:05:30 batch_cost: 2.1510 data_cost: 0.0010 ips: 13.0174 images/s [11/19 21:04:41] ppdet.engine INFO: Epoch: [88] [2700/3251] learning_rate: 0.006094 loss_vfl: 0.734597 loss_bbox: 0.266988 loss_dfl: 0.168605 loss: 1.146389 eta: 22:04:46 batch_cost: 2.1597 data_cost: 0.0010 ips: 12.9650 images/s [11/19 21:05:29] ppdet.engine INFO: Epoch: [88] [2720/3251] learning_rate: 0.006087 loss_vfl: 0.722962 loss_bbox: 0.262607 loss_dfl: 0.176376 loss: 1.161996 eta: 22:04:03 batch_cost: 2.2319 data_cost: 0.0019 ips: 12.5455 images/s [11/19 21:06:15] ppdet.engine INFO: Epoch: [88] [2740/3251] learning_rate: 0.006080 loss_vfl: 0.728775 loss_bbox: 0.310648 loss_dfl: 0.211808 loss: 1.248524 eta: 22:03:19 batch_cost: 2.1484 data_cost: 0.0011 ips: 13.0330 images/s [11/19 21:07:00] ppdet.engine INFO: Epoch: [88] [2760/3251] learning_rate: 0.006074 loss_vfl: 0.723911 loss_bbox: 0.272385 loss_dfl: 0.187223 loss: 1.174601 eta: 22:02:35 batch_cost: 2.1138 data_cost: 0.0009 ips: 13.2461 images/s [11/19 21:07:48] ppdet.engine INFO: Epoch: [88] [2780/3251] learning_rate: 0.006067 loss_vfl: 0.724809 loss_bbox: 0.238640 loss_dfl: 0.165709 loss: 1.117088 eta: 22:01:51 batch_cost: 2.2873 data_cost: 0.0011 ips: 12.2417 images/s [11/19 21:08:34] ppdet.engine INFO: Epoch: [88] [2800/3251] learning_rate: 0.006060 loss_vfl: 0.710072 loss_bbox: 0.240837 loss_dfl: 0.184698 loss: 1.146994 eta: 22:01:07 batch_cost: 2.1894 data_cost: 0.0010 ips: 12.7888 images/s [11/19 21:09:22] ppdet.engine INFO: Epoch: [88] [2820/3251] learning_rate: 0.006054 loss_vfl: 0.720924 loss_bbox: 0.263142 loss_dfl: 0.183262 loss: 1.179928 eta: 22:00:24 batch_cost: 2.2122 data_cost: 0.0010 ips: 12.6569 images/s [11/19 21:10:08] ppdet.engine INFO: Epoch: [88] [2840/3251] learning_rate: 0.006047 loss_vfl: 0.698247 loss_bbox: 0.287830 loss_dfl: 0.191124 loss: 1.199275 eta: 21:59:40 batch_cost: 2.2057 data_cost: 0.0011 ips: 12.6943 images/s [11/19 21:10:57] ppdet.engine INFO: Epoch: [88] [2860/3251] learning_rate: 0.006041 loss_vfl: 0.705566 loss_bbox: 0.224324 loss_dfl: 0.156026 loss: 1.097307 eta: 21:58:56 batch_cost: 2.3176 data_cost: 0.0010 ips: 12.0815 images/s [11/19 21:11:43] ppdet.engine INFO: Epoch: [88] [2880/3251] learning_rate: 0.006034 loss_vfl: 0.703041 loss_bbox: 0.260139 loss_dfl: 0.174012 loss: 1.150369 eta: 21:58:13 batch_cost: 2.1598 data_cost: 0.0015 ips: 12.9639 images/s [11/19 21:12:31] ppdet.engine INFO: Epoch: [88] [2900/3251] learning_rate: 0.006027 loss_vfl: 0.727458 loss_bbox: 0.265153 loss_dfl: 0.189041 loss: 1.182140 eta: 21:57:29 batch_cost: 2.2584 data_cost: 0.0127 ips: 12.3984 images/s [11/19 21:13:17] ppdet.engine INFO: Epoch: [88] [2920/3251] learning_rate: 0.006021 loss_vfl: 0.726039 loss_bbox: 0.291482 loss_dfl: 0.182320 loss: 1.184733 eta: 21:56:45 batch_cost: 2.2071 data_cost: 0.0009 ips: 12.6865 images/s [11/19 21:14:05] ppdet.engine INFO: Epoch: [88] [2940/3251] learning_rate: 0.006014 loss_vfl: 0.740409 loss_bbox: 0.252927 loss_dfl: 0.181748 loss: 1.175573 eta: 21:56:02 batch_cost: 2.2563 data_cost: 0.0010 ips: 12.4095 images/s [11/19 21:14:51] ppdet.engine INFO: Epoch: [88] [2960/3251] learning_rate: 0.006008 loss_vfl: 0.736275 loss_bbox: 0.260114 loss_dfl: 0.182007 loss: 1.169952 eta: 21:55:18 batch_cost: 2.2204 data_cost: 0.0010 ips: 12.6106 images/s [11/19 21:15:39] ppdet.engine INFO: Epoch: [88] [2980/3251] learning_rate: 0.006001 loss_vfl: 0.728428 loss_bbox: 0.234956 loss_dfl: 0.173343 loss: 1.124381 eta: 21:54:34 batch_cost: 2.2392 data_cost: 0.0009 ips: 12.5047 images/s [11/19 21:16:26] ppdet.engine INFO: Epoch: [88] [3000/3251] learning_rate: 0.005994 loss_vfl: 0.705977 loss_bbox: 0.242029 loss_dfl: 0.158464 loss: 1.089246 eta: 21:53:51 batch_cost: 2.2863 data_cost: 0.0012 ips: 12.2470 images/s [11/19 21:17:13] ppdet.engine INFO: Epoch: [88] [3020/3251] learning_rate: 0.005988 loss_vfl: 0.737113 loss_bbox: 0.238704 loss_dfl: 0.173835 loss: 1.171406 eta: 21:53:07 batch_cost: 2.2221 data_cost: 0.0011 ips: 12.6007 images/s [11/19 21:18:02] ppdet.engine INFO: Epoch: [88] [3040/3251] learning_rate: 0.005981 loss_vfl: 0.721998 loss_bbox: 0.253741 loss_dfl: 0.171646 loss: 1.158490 eta: 21:52:23 batch_cost: 2.2680 data_cost: 0.0009 ips: 12.3456 images/s [11/19 21:18:46] ppdet.engine INFO: Epoch: [88] [3060/3251] learning_rate: 0.005975 loss_vfl: 0.710043 loss_bbox: 0.244013 loss_dfl: 0.167242 loss: 1.151828 eta: 21:51:40 batch_cost: 2.1240 data_cost: 0.0010 ips: 13.1825 images/s [11/19 21:19:34] ppdet.engine INFO: Epoch: [88] [3080/3251] learning_rate: 0.005968 loss_vfl: 0.728992 loss_bbox: 0.258827 loss_dfl: 0.179165 loss: 1.147613 eta: 21:50:56 batch_cost: 2.1782 data_cost: 0.0009 ips: 12.8545 images/s [11/19 21:20:20] ppdet.engine INFO: Epoch: [88] [3100/3251] learning_rate: 0.005961 loss_vfl: 0.730477 loss_bbox: 0.254453 loss_dfl: 0.173006 loss: 1.131054 eta: 21:50:12 batch_cost: 2.1519 data_cost: 0.0011 ips: 13.0115 images/s [11/19 21:21:06] ppdet.engine INFO: Epoch: [88] [3120/3251] learning_rate: 0.005955 loss_vfl: 0.757846 loss_bbox: 0.235525 loss_dfl: 0.169562 loss: 1.136735 eta: 21:49:28 batch_cost: 2.1588 data_cost: 0.0009 ips: 12.9702 images/s [11/19 21:21:53] ppdet.engine INFO: Epoch: [88] [3140/3251] learning_rate: 0.005948 loss_vfl: 0.729786 loss_bbox: 0.267842 loss_dfl: 0.181373 loss: 1.187788 eta: 21:48:44 batch_cost: 2.1926 data_cost: 0.0009 ips: 12.7704 images/s [11/19 21:22:41] ppdet.engine INFO: Epoch: [88] [3160/3251] learning_rate: 0.005942 loss_vfl: 0.733621 loss_bbox: 0.224138 loss_dfl: 0.163741 loss: 1.128079 eta: 21:48:01 batch_cost: 2.2303 data_cost: 0.0009 ips: 12.5543 images/s [11/19 21:23:27] ppdet.engine INFO: Epoch: [88] [3180/3251] learning_rate: 0.005935 loss_vfl: 0.746016 loss_bbox: 0.243776 loss_dfl: 0.171265 loss: 1.142812 eta: 21:47:17 batch_cost: 2.1139 data_cost: 0.0014 ips: 13.2455 images/s [11/19 21:24:15] ppdet.engine INFO: Epoch: [88] [3200/3251] learning_rate: 0.005929 loss_vfl: 0.730288 loss_bbox: 0.273579 loss_dfl: 0.184912 loss: 1.177063 eta: 21:46:33 batch_cost: 2.2802 data_cost: 0.0012 ips: 12.2799 images/s [11/19 21:25:02] ppdet.engine INFO: Epoch: [88] [3220/3251] learning_rate: 0.005922 loss_vfl: 0.726962 loss_bbox: 0.231366 loss_dfl: 0.172950 loss: 1.130615 eta: 21:45:49 batch_cost: 2.2213 data_cost: 0.0010 ips: 12.6053 images/s [11/19 21:25:47] ppdet.engine INFO: Epoch: [88] [3240/3251] learning_rate: 0.005916 loss_vfl: 0.748906 loss_bbox: 0.246365 loss_dfl: 0.175818 loss: 1.179711 eta: 21:45:05 batch_cost: 2.1248 data_cost: 0.0015 ips: 13.1780 images/s [11/19 21:26:29] ppdet.engine INFO: Epoch: [89] [ 0/3251] learning_rate: 0.005912 loss_vfl: 0.741268 loss_bbox: 0.271186 loss_dfl: 0.186942 loss: 1.208741 eta: 21:44:42 batch_cost: 2.4754 data_cost: 0.6908 ips: 11.3114 images/s [11/19 21:27:20] ppdet.engine INFO: Epoch: [89] [ 20/3251] learning_rate: 0.005905 loss_vfl: 0.704652 loss_bbox: 0.240325 loss_dfl: 0.167184 loss: 1.134674 eta: 21:43:59 batch_cost: 2.4154 data_cost: 0.0013 ips: 11.5925 images/s [11/19 21:28:08] ppdet.engine INFO: Epoch: [89] [ 40/3251] learning_rate: 0.005899 loss_vfl: 0.732540 loss_bbox: 0.216768 loss_dfl: 0.155415 loss: 1.068161 eta: 21:43:15 batch_cost: 2.2583 data_cost: 0.0018 ips: 12.3985 images/s [11/19 21:28:54] ppdet.engine INFO: Epoch: [89] [ 60/3251] learning_rate: 0.005892 loss_vfl: 0.722710 loss_bbox: 0.236816 loss_dfl: 0.178607 loss: 1.158906 eta: 21:42:32 batch_cost: 2.2202 data_cost: 0.0010 ips: 12.6116 images/s [11/19 21:29:40] ppdet.engine INFO: Epoch: [89] [ 80/3251] learning_rate: 0.005886 loss_vfl: 0.710912 loss_bbox: 0.255453 loss_dfl: 0.172552 loss: 1.144059 eta: 21:41:48 batch_cost: 2.1232 data_cost: 0.0010 ips: 13.1875 images/s [11/19 21:30:30] ppdet.engine INFO: Epoch: [89] [ 100/3251] learning_rate: 0.005879 loss_vfl: 0.709362 loss_bbox: 0.269858 loss_dfl: 0.182448 loss: 1.168504 eta: 21:41:04 batch_cost: 2.3887 data_cost: 0.0012 ips: 11.7220 images/s [11/19 21:31:16] ppdet.engine INFO: Epoch: [89] [ 120/3251] learning_rate: 0.005873 loss_vfl: 0.724911 loss_bbox: 0.218401 loss_dfl: 0.150413 loss: 1.112554 eta: 21:40:21 batch_cost: 2.1390 data_cost: 0.0015 ips: 13.0905 images/s [11/19 21:32:03] ppdet.engine INFO: Epoch: [89] [ 140/3251] learning_rate: 0.005866 loss_vfl: 0.715516 loss_bbox: 0.232881 loss_dfl: 0.166626 loss: 1.105085 eta: 21:39:37 batch_cost: 2.1704 data_cost: 0.0010 ips: 12.9006 images/s [11/19 21:32:51] ppdet.engine INFO: Epoch: [89] [ 160/3251] learning_rate: 0.005860 loss_vfl: 0.685319 loss_bbox: 0.230559 loss_dfl: 0.179430 loss: 1.122711 eta: 21:38:53 batch_cost: 2.2422 data_cost: 0.0010 ips: 12.4875 images/s [11/19 21:33:38] ppdet.engine INFO: Epoch: [89] [ 180/3251] learning_rate: 0.005853 loss_vfl: 0.729307 loss_bbox: 0.258626 loss_dfl: 0.183858 loss: 1.154641 eta: 21:38:09 batch_cost: 2.1936 data_cost: 0.0010 ips: 12.7643 images/s [11/19 21:34:27] ppdet.engine INFO: Epoch: [89] [ 200/3251] learning_rate: 0.005847 loss_vfl: 0.725844 loss_bbox: 0.249508 loss_dfl: 0.169095 loss: 1.166424 eta: 21:37:26 batch_cost: 2.2946 data_cost: 0.0012 ips: 12.2026 images/s [11/19 21:35:13] ppdet.engine INFO: Epoch: [89] [ 220/3251] learning_rate: 0.005840 loss_vfl: 0.719551 loss_bbox: 0.252559 loss_dfl: 0.165587 loss: 1.142614 eta: 21:36:42 batch_cost: 2.1038 data_cost: 0.0011 ips: 13.3091 images/s [11/19 21:35:59] ppdet.engine INFO: Epoch: [89] [ 240/3251] learning_rate: 0.005834 loss_vfl: 0.725467 loss_bbox: 0.242480 loss_dfl: 0.166214 loss: 1.076886 eta: 21:35:58 batch_cost: 2.2308 data_cost: 0.0015 ips: 12.5513 images/s [11/19 21:36:46] ppdet.engine INFO: Epoch: [89] [ 260/3251] learning_rate: 0.005827 loss_vfl: 0.726414 loss_bbox: 0.238471 loss_dfl: 0.175432 loss: 1.139762 eta: 21:35:15 batch_cost: 2.2671 data_cost: 0.0009 ips: 12.3507 images/s [11/19 21:37:33] ppdet.engine INFO: Epoch: [89] [ 280/3251] learning_rate: 0.005821 loss_vfl: 0.705941 loss_bbox: 0.238983 loss_dfl: 0.185906 loss: 1.145812 eta: 21:34:31 batch_cost: 2.1564 data_cost: 0.0011 ips: 12.9849 images/s [11/19 21:38:19] ppdet.engine INFO: Epoch: [89] [ 300/3251] learning_rate: 0.005814 loss_vfl: 0.705442 loss_bbox: 0.276303 loss_dfl: 0.193039 loss: 1.178662 eta: 21:33:47 batch_cost: 2.2177 data_cost: 0.0010 ips: 12.6260 images/s [11/19 21:39:07] ppdet.engine INFO: Epoch: [89] [ 320/3251] learning_rate: 0.005808 loss_vfl: 0.717323 loss_bbox: 0.243410 loss_dfl: 0.184386 loss: 1.135759 eta: 21:33:03 batch_cost: 2.2479 data_cost: 0.0010 ips: 12.4561 images/s [11/19 21:39:52] ppdet.engine INFO: Epoch: [89] [ 340/3251] learning_rate: 0.005801 loss_vfl: 0.715227 loss_bbox: 0.258671 loss_dfl: 0.177397 loss: 1.161598 eta: 21:32:19 batch_cost: 2.1060 data_cost: 0.0012 ips: 13.2951 images/s [11/19 21:40:40] ppdet.engine INFO: Epoch: [89] [ 360/3251] learning_rate: 0.005795 loss_vfl: 0.729387 loss_bbox: 0.247149 loss_dfl: 0.166835 loss: 1.095300 eta: 21:31:36 batch_cost: 2.2685 data_cost: 0.0010 ips: 12.3428 images/s [11/19 21:41:28] ppdet.engine INFO: Epoch: [89] [ 380/3251] learning_rate: 0.005788 loss_vfl: 0.714168 loss_bbox: 0.222728 loss_dfl: 0.167916 loss: 1.138645 eta: 21:30:52 batch_cost: 2.2347 data_cost: 0.0012 ips: 12.5295 images/s [11/19 21:42:15] ppdet.engine INFO: Epoch: [89] [ 400/3251] learning_rate: 0.005782 loss_vfl: 0.701803 loss_bbox: 0.240639 loss_dfl: 0.179477 loss: 1.124046 eta: 21:30:08 batch_cost: 2.2050 data_cost: 0.0009 ips: 12.6985 images/s [11/19 21:43:02] ppdet.engine INFO: Epoch: [89] [ 420/3251] learning_rate: 0.005775 loss_vfl: 0.710615 loss_bbox: 0.237721 loss_dfl: 0.175076 loss: 1.092517 eta: 21:29:25 batch_cost: 2.1821 data_cost: 0.0010 ips: 12.8316 images/s [11/19 21:43:50] ppdet.engine INFO: Epoch: [89] [ 440/3251] learning_rate: 0.005769 loss_vfl: 0.700400 loss_bbox: 0.235927 loss_dfl: 0.172673 loss: 1.109159 eta: 21:28:41 batch_cost: 2.2763 data_cost: 0.0009 ips: 12.3008 images/s [11/19 21:44:36] ppdet.engine INFO: Epoch: [89] [ 460/3251] learning_rate: 0.005762 loss_vfl: 0.737786 loss_bbox: 0.224201 loss_dfl: 0.167422 loss: 1.132787 eta: 21:27:57 batch_cost: 2.2025 data_cost: 0.0011 ips: 12.7126 images/s [11/19 21:45:23] ppdet.engine INFO: Epoch: [89] [ 480/3251] learning_rate: 0.005756 loss_vfl: 0.709179 loss_bbox: 0.230595 loss_dfl: 0.157159 loss: 1.088884 eta: 21:27:14 batch_cost: 2.2206 data_cost: 0.0011 ips: 12.6093 images/s [11/19 21:46:11] ppdet.engine INFO: Epoch: [89] [ 500/3251] learning_rate: 0.005749 loss_vfl: 0.721206 loss_bbox: 0.251748 loss_dfl: 0.175833 loss: 1.158099 eta: 21:26:30 batch_cost: 2.2827 data_cost: 0.0010 ips: 12.2660 images/s [11/19 21:46:56] ppdet.engine INFO: Epoch: [89] [ 520/3251] learning_rate: 0.005743 loss_vfl: 0.729908 loss_bbox: 0.231240 loss_dfl: 0.169546 loss: 1.136577 eta: 21:25:46 batch_cost: 2.0991 data_cost: 0.0011 ips: 13.3392 images/s [11/19 21:47:44] ppdet.engine INFO: Epoch: [89] [ 540/3251] learning_rate: 0.005736 loss_vfl: 0.713313 loss_bbox: 0.247367 loss_dfl: 0.174227 loss: 1.152133 eta: 21:25:02 batch_cost: 2.2827 data_cost: 0.0010 ips: 12.2663 images/s [11/19 21:48:33] ppdet.engine INFO: Epoch: [89] [ 560/3251] learning_rate: 0.005730 loss_vfl: 0.730498 loss_bbox: 0.234243 loss_dfl: 0.171509 loss: 1.144283 eta: 21:24:19 batch_cost: 2.2336 data_cost: 0.0011 ips: 12.5361 images/s [11/19 21:49:22] ppdet.engine INFO: Epoch: [89] [ 580/3251] learning_rate: 0.005724 loss_vfl: 0.732761 loss_bbox: 0.275445 loss_dfl: 0.182548 loss: 1.202113 eta: 21:23:35 batch_cost: 2.2483 data_cost: 0.0010 ips: 12.4536 images/s [11/19 21:50:09] ppdet.engine INFO: Epoch: [89] [ 600/3251] learning_rate: 0.005717 loss_vfl: 0.708408 loss_bbox: 0.245597 loss_dfl: 0.170041 loss: 1.147534 eta: 21:22:51 batch_cost: 2.1954 data_cost: 0.0011 ips: 12.7538 images/s [11/19 21:50:58] ppdet.engine INFO: Epoch: [89] [ 620/3251] learning_rate: 0.005711 loss_vfl: 0.696883 loss_bbox: 0.244912 loss_dfl: 0.164283 loss: 1.108645 eta: 21:22:08 batch_cost: 2.2761 data_cost: 0.0012 ips: 12.3015 images/s [11/19 21:51:46] ppdet.engine INFO: Epoch: [89] [ 640/3251] learning_rate: 0.005704 loss_vfl: 0.732796 loss_bbox: 0.241704 loss_dfl: 0.162728 loss: 1.129935 eta: 21:21:24 batch_cost: 2.2563 data_cost: 0.0010 ips: 12.4099 images/s [11/19 21:52:31] ppdet.engine INFO: Epoch: [89] [ 660/3251] learning_rate: 0.005698 loss_vfl: 0.700301 loss_bbox: 0.225009 loss_dfl: 0.158000 loss: 1.090788 eta: 21:20:40 batch_cost: 2.0055 data_cost: 0.0010 ips: 13.9619 images/s [11/19 21:53:17] ppdet.engine INFO: Epoch: [89] [ 680/3251] learning_rate: 0.005691 loss_vfl: 0.721316 loss_bbox: 0.262338 loss_dfl: 0.176943 loss: 1.173937 eta: 21:19:56 batch_cost: 2.1369 data_cost: 0.0010 ips: 13.1032 images/s [11/19 21:54:05] ppdet.engine INFO: Epoch: [89] [ 700/3251] learning_rate: 0.005685 loss_vfl: 0.718951 loss_bbox: 0.219831 loss_dfl: 0.161722 loss: 1.126747 eta: 21:19:12 batch_cost: 2.2697 data_cost: 0.0009 ips: 12.3363 images/s [11/19 21:54:51] ppdet.engine INFO: Epoch: [89] [ 720/3251] learning_rate: 0.005679 loss_vfl: 0.731419 loss_bbox: 0.255217 loss_dfl: 0.175440 loss: 1.146694 eta: 21:18:29 batch_cost: 2.2078 data_cost: 0.0009 ips: 12.6822 images/s [11/19 21:55:37] ppdet.engine INFO: Epoch: [89] [ 740/3251] learning_rate: 0.005672 loss_vfl: 0.738197 loss_bbox: 0.236255 loss_dfl: 0.158720 loss: 1.131669 eta: 21:17:45 batch_cost: 2.1339 data_cost: 0.0010 ips: 13.1214 images/s [11/19 21:56:25] ppdet.engine INFO: Epoch: [89] [ 760/3251] learning_rate: 0.005666 loss_vfl: 0.731022 loss_bbox: 0.252205 loss_dfl: 0.182675 loss: 1.172790 eta: 21:17:01 batch_cost: 2.2615 data_cost: 0.0010 ips: 12.3811 images/s [11/19 21:57:13] ppdet.engine INFO: Epoch: [89] [ 780/3251] learning_rate: 0.005659 loss_vfl: 0.727990 loss_bbox: 0.237495 loss_dfl: 0.177572 loss: 1.130526 eta: 21:16:17 batch_cost: 2.1939 data_cost: 0.0009 ips: 12.7628 images/s [11/19 21:58:00] ppdet.engine INFO: Epoch: [89] [ 800/3251] learning_rate: 0.005653 loss_vfl: 0.714377 loss_bbox: 0.236400 loss_dfl: 0.164059 loss: 1.127120 eta: 21:15:34 batch_cost: 2.2370 data_cost: 0.0012 ips: 12.5167 images/s [11/19 21:58:46] ppdet.engine INFO: Epoch: [89] [ 820/3251] learning_rate: 0.005646 loss_vfl: 0.691253 loss_bbox: 0.264519 loss_dfl: 0.176195 loss: 1.122475 eta: 21:14:50 batch_cost: 2.1015 data_cost: 0.0010 ips: 13.3238 images/s [11/19 21:59:35] ppdet.engine INFO: Epoch: [89] [ 840/3251] learning_rate: 0.005640 loss_vfl: 0.730354 loss_bbox: 0.267620 loss_dfl: 0.181130 loss: 1.177368 eta: 21:14:06 batch_cost: 2.2436 data_cost: 0.0010 ips: 12.4798 images/s [11/19 22:00:21] ppdet.engine INFO: Epoch: [89] [ 860/3251] learning_rate: 0.005634 loss_vfl: 0.745448 loss_bbox: 0.238666 loss_dfl: 0.175868 loss: 1.161280 eta: 21:13:22 batch_cost: 2.1324 data_cost: 0.0010 ips: 13.1310 images/s [11/19 22:01:08] ppdet.engine INFO: Epoch: [89] [ 880/3251] learning_rate: 0.005627 loss_vfl: 0.735542 loss_bbox: 0.232662 loss_dfl: 0.165800 loss: 1.137232 eta: 21:12:39 batch_cost: 2.2823 data_cost: 0.0010 ips: 12.2686 images/s [11/19 22:01:56] ppdet.engine INFO: Epoch: [89] [ 900/3251] learning_rate: 0.005621 loss_vfl: 0.735325 loss_bbox: 0.243884 loss_dfl: 0.170292 loss: 1.165793 eta: 21:11:55 batch_cost: 2.2707 data_cost: 0.0010 ips: 12.3310 images/s [11/19 22:02:41] ppdet.engine INFO: Epoch: [89] [ 920/3251] learning_rate: 0.005614 loss_vfl: 0.709004 loss_bbox: 0.224767 loss_dfl: 0.167807 loss: 1.116252 eta: 21:11:11 batch_cost: 2.1574 data_cost: 0.0010 ips: 12.9789 images/s [11/19 22:03:29] ppdet.engine INFO: Epoch: [89] [ 940/3251] learning_rate: 0.005608 loss_vfl: 0.699308 loss_bbox: 0.267187 loss_dfl: 0.184391 loss: 1.174019 eta: 21:10:28 batch_cost: 2.2718 data_cost: 0.0046 ips: 12.3248 images/s [11/19 22:04:15] ppdet.engine INFO: Epoch: [89] [ 960/3251] learning_rate: 0.005602 loss_vfl: 0.735101 loss_bbox: 0.249891 loss_dfl: 0.169076 loss: 1.129483 eta: 21:09:44 batch_cost: 2.1613 data_cost: 0.0010 ips: 12.9551 images/s [11/19 22:05:03] ppdet.engine INFO: Epoch: [89] [ 980/3251] learning_rate: 0.005595 loss_vfl: 0.717270 loss_bbox: 0.246090 loss_dfl: 0.171626 loss: 1.117416 eta: 21:09:00 batch_cost: 2.2293 data_cost: 0.0009 ips: 12.5600 images/s [11/19 22:05:49] ppdet.engine INFO: Epoch: [89] [1000/3251] learning_rate: 0.005589 loss_vfl: 0.711340 loss_bbox: 0.238399 loss_dfl: 0.157315 loss: 1.133350 eta: 21:08:16 batch_cost: 2.2067 data_cost: 0.0009 ips: 12.6885 images/s [11/19 22:06:36] ppdet.engine INFO: Epoch: [89] [1020/3251] learning_rate: 0.005583 loss_vfl: 0.741258 loss_bbox: 0.247119 loss_dfl: 0.180907 loss: 1.191027 eta: 21:07:33 batch_cost: 2.2392 data_cost: 0.0009 ips: 12.5044 images/s [11/19 22:07:21] ppdet.engine INFO: Epoch: [89] [1040/3251] learning_rate: 0.005576 loss_vfl: 0.699677 loss_bbox: 0.243207 loss_dfl: 0.163045 loss: 1.102076 eta: 21:06:49 batch_cost: 2.1614 data_cost: 0.0010 ips: 12.9545 images/s [11/19 22:08:09] ppdet.engine INFO: Epoch: [89] [1060/3251] learning_rate: 0.005570 loss_vfl: 0.718954 loss_bbox: 0.254639 loss_dfl: 0.181702 loss: 1.173836 eta: 21:06:05 batch_cost: 2.2838 data_cost: 0.0015 ips: 12.2600 images/s [11/19 22:08:55] ppdet.engine INFO: Epoch: [89] [1080/3251] learning_rate: 0.005564 loss_vfl: 0.715066 loss_bbox: 0.265490 loss_dfl: 0.180630 loss: 1.159394 eta: 21:05:21 batch_cost: 2.1787 data_cost: 0.0009 ips: 12.8519 images/s [11/19 22:09:42] ppdet.engine INFO: Epoch: [89] [1100/3251] learning_rate: 0.005557 loss_vfl: 0.720780 loss_bbox: 0.241117 loss_dfl: 0.168215 loss: 1.144665 eta: 21:04:38 batch_cost: 2.2067 data_cost: 0.0009 ips: 12.6886 images/s [11/19 22:10:29] ppdet.engine INFO: Epoch: [89] [1120/3251] learning_rate: 0.005551 loss_vfl: 0.709365 loss_bbox: 0.242814 loss_dfl: 0.185627 loss: 1.137986 eta: 21:03:54 batch_cost: 2.1796 data_cost: 0.0017 ips: 12.8465 images/s [11/19 22:11:16] ppdet.engine INFO: Epoch: [89] [1140/3251] learning_rate: 0.005544 loss_vfl: 0.717418 loss_bbox: 0.215099 loss_dfl: 0.149413 loss: 1.086889 eta: 21:03:10 batch_cost: 2.2044 data_cost: 0.0009 ips: 12.7019 images/s [11/19 22:12:03] ppdet.engine INFO: Epoch: [89] [1160/3251] learning_rate: 0.005538 loss_vfl: 0.710365 loss_bbox: 0.258423 loss_dfl: 0.179994 loss: 1.164024 eta: 21:02:26 batch_cost: 2.1887 data_cost: 0.0011 ips: 12.7931 images/s [11/19 22:12:51] ppdet.engine INFO: Epoch: [89] [1180/3251] learning_rate: 0.005532 loss_vfl: 0.730597 loss_bbox: 0.211605 loss_dfl: 0.146600 loss: 1.076863 eta: 21:01:43 batch_cost: 2.2730 data_cost: 0.0010 ips: 12.3184 images/s [11/19 22:13:36] ppdet.engine INFO: Epoch: [89] [1200/3251] learning_rate: 0.005525 loss_vfl: 0.735339 loss_bbox: 0.225351 loss_dfl: 0.172166 loss: 1.124683 eta: 21:00:59 batch_cost: 2.1267 data_cost: 0.0010 ips: 13.1661 images/s [11/19 22:14:24] ppdet.engine INFO: Epoch: [89] [1220/3251] learning_rate: 0.005519 loss_vfl: 0.735019 loss_bbox: 0.248401 loss_dfl: 0.166971 loss: 1.171096 eta: 21:00:15 batch_cost: 2.2808 data_cost: 0.0010 ips: 12.2765 images/s [11/19 22:15:09] ppdet.engine INFO: Epoch: [89] [1240/3251] learning_rate: 0.005513 loss_vfl: 0.696352 loss_bbox: 0.236679 loss_dfl: 0.165739 loss: 1.078560 eta: 20:59:31 batch_cost: 2.1435 data_cost: 0.0011 ips: 13.0630 images/s [11/19 22:15:58] ppdet.engine INFO: Epoch: [89] [1260/3251] learning_rate: 0.005506 loss_vfl: 0.754641 loss_bbox: 0.255871 loss_dfl: 0.185737 loss: 1.181104 eta: 20:58:48 batch_cost: 2.3215 data_cost: 0.0013 ips: 12.0614 images/s [11/19 22:16:45] ppdet.engine INFO: Epoch: [89] [1280/3251] learning_rate: 0.005500 loss_vfl: 0.736242 loss_bbox: 0.245902 loss_dfl: 0.178518 loss: 1.190793 eta: 20:58:04 batch_cost: 2.2103 data_cost: 0.0011 ips: 12.6681 images/s [11/19 22:17:31] ppdet.engine INFO: Epoch: [89] [1300/3251] learning_rate: 0.005494 loss_vfl: 0.699116 loss_bbox: 0.254940 loss_dfl: 0.176298 loss: 1.156741 eta: 20:57:20 batch_cost: 2.1886 data_cost: 0.0010 ips: 12.7934 images/s [11/19 22:18:20] ppdet.engine INFO: Epoch: [89] [1320/3251] learning_rate: 0.005488 loss_vfl: 0.755713 loss_bbox: 0.228036 loss_dfl: 0.162534 loss: 1.151052 eta: 20:56:37 batch_cost: 2.2553 data_cost: 0.0010 ips: 12.4149 images/s [11/19 22:19:08] ppdet.engine INFO: Epoch: [89] [1340/3251] learning_rate: 0.005481 loss_vfl: 0.724864 loss_bbox: 0.243342 loss_dfl: 0.165434 loss: 1.112122 eta: 20:55:53 batch_cost: 2.2991 data_cost: 0.0010 ips: 12.1786 images/s [11/19 22:19:54] ppdet.engine INFO: Epoch: [89] [1360/3251] learning_rate: 0.005475 loss_vfl: 0.710852 loss_bbox: 0.221509 loss_dfl: 0.156906 loss: 1.114553 eta: 20:55:09 batch_cost: 2.2098 data_cost: 0.0009 ips: 12.6710 images/s [11/19 22:20:41] ppdet.engine INFO: Epoch: [89] [1380/3251] learning_rate: 0.005469 loss_vfl: 0.711558 loss_bbox: 0.242750 loss_dfl: 0.168311 loss: 1.126898 eta: 20:54:26 batch_cost: 2.2105 data_cost: 0.0010 ips: 12.6668 images/s [11/19 22:21:28] ppdet.engine INFO: Epoch: [89] [1400/3251] learning_rate: 0.005462 loss_vfl: 0.713845 loss_bbox: 0.247907 loss_dfl: 0.184257 loss: 1.174152 eta: 20:53:42 batch_cost: 2.1639 data_cost: 0.0011 ips: 12.9397 images/s [11/19 22:22:14] ppdet.engine INFO: Epoch: [89] [1420/3251] learning_rate: 0.005456 loss_vfl: 0.736419 loss_bbox: 0.215517 loss_dfl: 0.158928 loss: 1.115461 eta: 20:52:58 batch_cost: 2.1925 data_cost: 0.0009 ips: 12.7707 images/s [11/19 22:23:02] ppdet.engine INFO: Epoch: [89] [1440/3251] learning_rate: 0.005450 loss_vfl: 0.699809 loss_bbox: 0.242026 loss_dfl: 0.177355 loss: 1.112936 eta: 20:52:15 batch_cost: 2.2983 data_cost: 0.0009 ips: 12.1829 images/s [11/19 22:23:47] ppdet.engine INFO: Epoch: [89] [1460/3251] learning_rate: 0.005443 loss_vfl: 0.706376 loss_bbox: 0.253870 loss_dfl: 0.179836 loss: 1.159849 eta: 20:51:31 batch_cost: 2.1469 data_cost: 0.0011 ips: 13.0419 images/s [11/19 22:24:35] ppdet.engine INFO: Epoch: [89] [1480/3251] learning_rate: 0.005437 loss_vfl: 0.708034 loss_bbox: 0.235950 loss_dfl: 0.169242 loss: 1.134407 eta: 20:50:47 batch_cost: 2.2897 data_cost: 0.0010 ips: 12.2288 images/s [11/19 22:25:23] ppdet.engine INFO: Epoch: [89] [1500/3251] learning_rate: 0.005431 loss_vfl: 0.711203 loss_bbox: 0.220419 loss_dfl: 0.163685 loss: 1.101543 eta: 20:50:04 batch_cost: 2.2647 data_cost: 0.0010 ips: 12.3639 images/s [11/19 22:26:12] ppdet.engine INFO: Epoch: [89] [1520/3251] learning_rate: 0.005425 loss_vfl: 0.703077 loss_bbox: 0.263255 loss_dfl: 0.180618 loss: 1.148105 eta: 20:49:20 batch_cost: 2.2900 data_cost: 0.0009 ips: 12.2269 images/s [11/19 22:27:00] ppdet.engine INFO: Epoch: [89] [1540/3251] learning_rate: 0.005418 loss_vfl: 0.718729 loss_bbox: 0.257578 loss_dfl: 0.192575 loss: 1.169796 eta: 20:48:36 batch_cost: 2.2439 data_cost: 0.0009 ips: 12.4783 images/s [11/19 22:27:47] ppdet.engine INFO: Epoch: [89] [1560/3251] learning_rate: 0.005412 loss_vfl: 0.715846 loss_bbox: 0.224883 loss_dfl: 0.164360 loss: 1.109947 eta: 20:47:53 batch_cost: 2.2339 data_cost: 0.0010 ips: 12.5343 images/s [11/19 22:28:35] ppdet.engine INFO: Epoch: [89] [1580/3251] learning_rate: 0.005406 loss_vfl: 0.724575 loss_bbox: 0.249639 loss_dfl: 0.164331 loss: 1.127135 eta: 20:47:09 batch_cost: 2.2696 data_cost: 0.0009 ips: 12.3368 images/s [11/19 22:29:23] ppdet.engine INFO: Epoch: [89] [1600/3251] learning_rate: 0.005399 loss_vfl: 0.714854 loss_bbox: 0.239600 loss_dfl: 0.169063 loss: 1.104908 eta: 20:46:25 batch_cost: 2.2723 data_cost: 0.0012 ips: 12.3225 images/s [11/19 22:30:09] ppdet.engine INFO: Epoch: [89] [1620/3251] learning_rate: 0.005393 loss_vfl: 0.716150 loss_bbox: 0.223713 loss_dfl: 0.162474 loss: 1.115655 eta: 20:45:42 batch_cost: 2.1541 data_cost: 0.0009 ips: 12.9984 images/s [11/19 22:30:56] ppdet.engine INFO: Epoch: [89] [1640/3251] learning_rate: 0.005387 loss_vfl: 0.707645 loss_bbox: 0.249602 loss_dfl: 0.176132 loss: 1.145659 eta: 20:44:58 batch_cost: 2.2109 data_cost: 0.0010 ips: 12.6648 images/s [11/19 22:31:45] ppdet.engine INFO: Epoch: [89] [1660/3251] learning_rate: 0.005381 loss_vfl: 0.748103 loss_bbox: 0.224133 loss_dfl: 0.171935 loss: 1.154030 eta: 20:44:14 batch_cost: 2.2818 data_cost: 0.0010 ips: 12.2712 images/s [11/19 22:32:32] ppdet.engine INFO: Epoch: [89] [1680/3251] learning_rate: 0.005374 loss_vfl: 0.711018 loss_bbox: 0.252368 loss_dfl: 0.176185 loss: 1.153219 eta: 20:43:30 batch_cost: 2.1379 data_cost: 0.0010 ips: 13.0968 images/s [11/19 22:33:18] ppdet.engine INFO: Epoch: [89] [1700/3251] learning_rate: 0.005368 loss_vfl: 0.712168 loss_bbox: 0.235483 loss_dfl: 0.168929 loss: 1.138644 eta: 20:42:47 batch_cost: 2.1807 data_cost: 0.0012 ips: 12.8399 images/s [11/19 22:34:06] ppdet.engine INFO: Epoch: [89] [1720/3251] learning_rate: 0.005362 loss_vfl: 0.709942 loss_bbox: 0.230706 loss_dfl: 0.175303 loss: 1.138146 eta: 20:42:03 batch_cost: 2.2554 data_cost: 0.0010 ips: 12.4146 images/s [11/19 22:34:52] ppdet.engine INFO: Epoch: [89] [1740/3251] learning_rate: 0.005356 loss_vfl: 0.711520 loss_bbox: 0.239548 loss_dfl: 0.167644 loss: 1.146474 eta: 20:41:19 batch_cost: 2.1775 data_cost: 0.0009 ips: 12.8590 images/s [11/19 22:35:38] ppdet.engine INFO: Epoch: [89] [1760/3251] learning_rate: 0.005349 loss_vfl: 0.728768 loss_bbox: 0.253888 loss_dfl: 0.176601 loss: 1.147790 eta: 20:40:35 batch_cost: 2.2219 data_cost: 0.0010 ips: 12.6018 images/s [11/19 22:36:24] ppdet.engine INFO: Epoch: [89] [1780/3251] learning_rate: 0.005343 loss_vfl: 0.714736 loss_bbox: 0.258835 loss_dfl: 0.176571 loss: 1.165393 eta: 20:39:51 batch_cost: 2.0926 data_cost: 0.0009 ips: 13.3803 images/s [11/19 22:37:12] ppdet.engine INFO: Epoch: [89] [1800/3251] learning_rate: 0.005337 loss_vfl: 0.713408 loss_bbox: 0.247762 loss_dfl: 0.186007 loss: 1.142893 eta: 20:39:08 batch_cost: 2.2557 data_cost: 0.0013 ips: 12.4129 images/s [11/19 22:37:58] ppdet.engine INFO: Epoch: [89] [1820/3251] learning_rate: 0.005331 loss_vfl: 0.722429 loss_bbox: 0.253283 loss_dfl: 0.181435 loss: 1.155296 eta: 20:38:24 batch_cost: 2.1890 data_cost: 0.0010 ips: 12.7911 images/s [11/19 22:38:46] ppdet.engine INFO: Epoch: [89] [1840/3251] learning_rate: 0.005325 loss_vfl: 0.725377 loss_bbox: 0.223025 loss_dfl: 0.158747 loss: 1.121598 eta: 20:37:40 batch_cost: 2.2188 data_cost: 0.0009 ips: 12.6194 images/s [11/19 22:39:34] ppdet.engine INFO: Epoch: [89] [1860/3251] learning_rate: 0.005318 loss_vfl: 0.725033 loss_bbox: 0.260345 loss_dfl: 0.173127 loss: 1.174735 eta: 20:36:57 batch_cost: 2.3002 data_cost: 0.0010 ips: 12.1731 images/s [11/19 22:40:23] ppdet.engine INFO: Epoch: [89] [1880/3251] learning_rate: 0.005312 loss_vfl: 0.701335 loss_bbox: 0.250657 loss_dfl: 0.185817 loss: 1.145736 eta: 20:36:13 batch_cost: 2.3474 data_cost: 0.0011 ips: 11.9279 images/s [11/19 22:41:11] ppdet.engine INFO: Epoch: [89] [1900/3251] learning_rate: 0.005306 loss_vfl: 0.709131 loss_bbox: 0.231097 loss_dfl: 0.168102 loss: 1.107573 eta: 20:35:30 batch_cost: 2.2364 data_cost: 0.0009 ips: 12.5201 images/s [11/19 22:41:58] ppdet.engine INFO: Epoch: [89] [1920/3251] learning_rate: 0.005300 loss_vfl: 0.691758 loss_bbox: 0.254236 loss_dfl: 0.180152 loss: 1.132309 eta: 20:34:46 batch_cost: 2.2286 data_cost: 0.0010 ips: 12.5638 images/s [11/19 22:42:44] ppdet.engine INFO: Epoch: [89] [1940/3251] learning_rate: 0.005293 loss_vfl: 0.712453 loss_bbox: 0.239084 loss_dfl: 0.166011 loss: 1.123728 eta: 20:34:02 batch_cost: 2.1756 data_cost: 0.0009 ips: 12.8702 images/s [11/19 22:43:32] ppdet.engine INFO: Epoch: [89] [1960/3251] learning_rate: 0.005287 loss_vfl: 0.711415 loss_bbox: 0.237017 loss_dfl: 0.171963 loss: 1.108962 eta: 20:33:19 batch_cost: 2.3226 data_cost: 0.0010 ips: 12.0556 images/s [11/19 22:44:20] ppdet.engine INFO: Epoch: [89] [1980/3251] learning_rate: 0.005281 loss_vfl: 0.716729 loss_bbox: 0.261174 loss_dfl: 0.183026 loss: 1.152334 eta: 20:32:35 batch_cost: 2.1911 data_cost: 0.0015 ips: 12.7789 images/s [11/19 22:45:07] ppdet.engine INFO: Epoch: [89] [2000/3251] learning_rate: 0.005275 loss_vfl: 0.733436 loss_bbox: 0.252934 loss_dfl: 0.166614 loss: 1.139101 eta: 20:31:51 batch_cost: 2.2599 data_cost: 0.0009 ips: 12.3897 images/s [11/19 22:45:54] ppdet.engine INFO: Epoch: [89] [2020/3251] learning_rate: 0.005269 loss_vfl: 0.734722 loss_bbox: 0.211581 loss_dfl: 0.163478 loss: 1.090230 eta: 20:31:08 batch_cost: 2.1886 data_cost: 0.0011 ips: 12.7938 images/s [11/19 22:46:40] ppdet.engine INFO: Epoch: [89] [2040/3251] learning_rate: 0.005262 loss_vfl: 0.737276 loss_bbox: 0.223692 loss_dfl: 0.168344 loss: 1.118412 eta: 20:30:24 batch_cost: 2.1909 data_cost: 0.0011 ips: 12.7801 images/s [11/19 22:47:28] ppdet.engine INFO: Epoch: [89] [2060/3251] learning_rate: 0.005256 loss_vfl: 0.706869 loss_bbox: 0.247185 loss_dfl: 0.178575 loss: 1.143782 eta: 20:29:40 batch_cost: 2.2631 data_cost: 0.0009 ips: 12.3726 images/s [11/19 22:48:16] ppdet.engine INFO: Epoch: [89] [2080/3251] learning_rate: 0.005250 loss_vfl: 0.701015 loss_bbox: 0.244460 loss_dfl: 0.179384 loss: 1.131956 eta: 20:28:56 batch_cost: 2.1678 data_cost: 0.0009 ips: 12.9166 images/s [11/19 22:49:03] ppdet.engine INFO: Epoch: [89] [2100/3251] learning_rate: 0.005244 loss_vfl: 0.719678 loss_bbox: 0.220616 loss_dfl: 0.165723 loss: 1.095863 eta: 20:28:13 batch_cost: 2.1890 data_cost: 0.0010 ips: 12.7914 images/s [11/19 22:49:49] ppdet.engine INFO: Epoch: [89] [2120/3251] learning_rate: 0.005238 loss_vfl: 0.722715 loss_bbox: 0.274676 loss_dfl: 0.189996 loss: 1.204185 eta: 20:27:29 batch_cost: 2.2029 data_cost: 0.0010 ips: 12.7104 images/s [11/19 22:50:37] ppdet.engine INFO: Epoch: [89] [2140/3251] learning_rate: 0.005232 loss_vfl: 0.713956 loss_bbox: 0.273101 loss_dfl: 0.187329 loss: 1.192500 eta: 20:26:45 batch_cost: 2.2793 data_cost: 0.0010 ips: 12.2844 images/s [11/19 22:51:25] ppdet.engine INFO: Epoch: [89] [2160/3251] learning_rate: 0.005225 loss_vfl: 0.710534 loss_bbox: 0.215977 loss_dfl: 0.154697 loss: 1.104574 eta: 20:26:02 batch_cost: 2.3094 data_cost: 0.0009 ips: 12.1245 images/s [11/19 22:52:11] ppdet.engine INFO: Epoch: [89] [2180/3251] learning_rate: 0.005219 loss_vfl: 0.724348 loss_bbox: 0.264848 loss_dfl: 0.186389 loss: 1.180867 eta: 20:25:18 batch_cost: 2.1839 data_cost: 0.0009 ips: 12.8209 images/s [11/19 22:52:59] ppdet.engine INFO: Epoch: [89] [2200/3251] learning_rate: 0.005213 loss_vfl: 0.706957 loss_bbox: 0.255377 loss_dfl: 0.174852 loss: 1.173933 eta: 20:24:34 batch_cost: 2.2976 data_cost: 0.0017 ips: 12.1869 images/s [11/19 22:53:47] ppdet.engine INFO: Epoch: [89] [2220/3251] learning_rate: 0.005207 loss_vfl: 0.723745 loss_bbox: 0.230400 loss_dfl: 0.169639 loss: 1.131273 eta: 20:23:51 batch_cost: 2.2594 data_cost: 0.0010 ips: 12.3928 images/s [11/19 22:54:32] ppdet.engine INFO: Epoch: [89] [2240/3251] learning_rate: 0.005201 loss_vfl: 0.710881 loss_bbox: 0.200776 loss_dfl: 0.152019 loss: 1.085337 eta: 20:23:07 batch_cost: 2.1085 data_cost: 0.0012 ips: 13.2797 images/s [11/19 22:55:17] ppdet.engine INFO: Epoch: [89] [2260/3251] learning_rate: 0.005195 loss_vfl: 0.727282 loss_bbox: 0.292699 loss_dfl: 0.195523 loss: 1.205956 eta: 20:22:23 batch_cost: 2.1877 data_cost: 0.0009 ips: 12.7991 images/s [11/19 22:56:04] ppdet.engine INFO: Epoch: [89] [2280/3251] learning_rate: 0.005188 loss_vfl: 0.706654 loss_bbox: 0.199504 loss_dfl: 0.159329 loss: 1.055797 eta: 20:21:39 batch_cost: 2.1774 data_cost: 0.0011 ips: 12.8593 images/s [11/19 22:56:52] ppdet.engine INFO: Epoch: [89] [2300/3251] learning_rate: 0.005182 loss_vfl: 0.706390 loss_bbox: 0.278104 loss_dfl: 0.192550 loss: 1.212098 eta: 20:20:56 batch_cost: 2.2899 data_cost: 0.0009 ips: 12.2275 images/s [11/19 22:57:40] ppdet.engine INFO: Epoch: [89] [2320/3251] learning_rate: 0.005176 loss_vfl: 0.714699 loss_bbox: 0.261002 loss_dfl: 0.177071 loss: 1.180281 eta: 20:20:12 batch_cost: 2.2425 data_cost: 0.0012 ips: 12.4861 images/s [11/19 22:58:28] ppdet.engine INFO: Epoch: [89] [2340/3251] learning_rate: 0.005170 loss_vfl: 0.710769 loss_bbox: 0.264251 loss_dfl: 0.188724 loss: 1.163648 eta: 20:19:28 batch_cost: 2.2298 data_cost: 0.0014 ips: 12.5571 images/s [11/19 22:59:17] ppdet.engine INFO: Epoch: [89] [2360/3251] learning_rate: 0.005164 loss_vfl: 0.714935 loss_bbox: 0.225429 loss_dfl: 0.155227 loss: 1.090893 eta: 20:18:45 batch_cost: 2.3257 data_cost: 0.0011 ips: 12.0391 images/s [11/19 23:00:05] ppdet.engine INFO: Epoch: [89] [2380/3251] learning_rate: 0.005158 loss_vfl: 0.697497 loss_bbox: 0.256008 loss_dfl: 0.178937 loss: 1.123817 eta: 20:18:01 batch_cost: 2.2896 data_cost: 0.0010 ips: 12.2292 images/s [11/19 23:00:51] ppdet.engine INFO: Epoch: [89] [2400/3251] learning_rate: 0.005152 loss_vfl: 0.746290 loss_bbox: 0.250795 loss_dfl: 0.178662 loss: 1.172398 eta: 20:17:18 batch_cost: 2.2297 data_cost: 0.0011 ips: 12.5576 images/s [11/19 23:01:39] ppdet.engine INFO: Epoch: [89] [2420/3251] learning_rate: 0.005146 loss_vfl: 0.727417 loss_bbox: 0.237233 loss_dfl: 0.160191 loss: 1.125712 eta: 20:16:34 batch_cost: 2.2785 data_cost: 0.0009 ips: 12.2889 images/s [11/19 23:02:29] ppdet.engine INFO: Epoch: [89] [2440/3251] learning_rate: 0.005139 loss_vfl: 0.735516 loss_bbox: 0.240372 loss_dfl: 0.167862 loss: 1.140116 eta: 20:15:50 batch_cost: 2.3242 data_cost: 0.0010 ips: 12.0470 images/s [11/19 23:03:14] ppdet.engine INFO: Epoch: [89] [2460/3251] learning_rate: 0.005133 loss_vfl: 0.729445 loss_bbox: 0.225392 loss_dfl: 0.164415 loss: 1.111234 eta: 20:15:06 batch_cost: 2.0775 data_cost: 0.0011 ips: 13.4780 images/s [11/19 23:04:01] ppdet.engine INFO: Epoch: [89] [2480/3251] learning_rate: 0.005127 loss_vfl: 0.711068 loss_bbox: 0.251695 loss_dfl: 0.182255 loss: 1.148014 eta: 20:14:23 batch_cost: 2.2585 data_cost: 0.0010 ips: 12.3977 images/s [11/19 23:04:48] ppdet.engine INFO: Epoch: [89] [2500/3251] learning_rate: 0.005121 loss_vfl: 0.730542 loss_bbox: 0.293453 loss_dfl: 0.183692 loss: 1.213813 eta: 20:13:39 batch_cost: 2.2122 data_cost: 0.0014 ips: 12.6570 images/s [11/19 23:05:36] ppdet.engine INFO: Epoch: [89] [2520/3251] learning_rate: 0.005115 loss_vfl: 0.733818 loss_bbox: 0.273019 loss_dfl: 0.195213 loss: 1.191334 eta: 20:12:55 batch_cost: 2.2742 data_cost: 0.0010 ips: 12.3119 images/s [11/19 23:06:22] ppdet.engine INFO: Epoch: [89] [2540/3251] learning_rate: 0.005109 loss_vfl: 0.719737 loss_bbox: 0.241750 loss_dfl: 0.168426 loss: 1.129863 eta: 20:12:12 batch_cost: 2.1862 data_cost: 0.0015 ips: 12.8073 images/s [11/19 23:07:11] ppdet.engine INFO: Epoch: [89] [2560/3251] learning_rate: 0.005103 loss_vfl: 0.699000 loss_bbox: 0.224012 loss_dfl: 0.165895 loss: 1.122849 eta: 20:11:28 batch_cost: 2.3208 data_cost: 0.0011 ips: 12.0647 images/s [11/19 23:07:58] ppdet.engine INFO: Epoch: [89] [2580/3251] learning_rate: 0.005097 loss_vfl: 0.705802 loss_bbox: 0.254327 loss_dfl: 0.183900 loss: 1.131050 eta: 20:10:44 batch_cost: 2.2021 data_cost: 0.0010 ips: 12.7149 images/s [11/19 23:08:45] ppdet.engine INFO: Epoch: [89] [2600/3251] learning_rate: 0.005091 loss_vfl: 0.702203 loss_bbox: 0.222877 loss_dfl: 0.172227 loss: 1.128999 eta: 20:10:01 batch_cost: 2.2283 data_cost: 0.0010 ips: 12.5659 images/s [11/19 23:09:33] ppdet.engine INFO: Epoch: [89] [2620/3251] learning_rate: 0.005085 loss_vfl: 0.745501 loss_bbox: 0.238297 loss_dfl: 0.168343 loss: 1.151541 eta: 20:09:17 batch_cost: 2.1947 data_cost: 0.0009 ips: 12.7578 images/s [11/19 23:10:20] ppdet.engine INFO: Epoch: [89] [2640/3251] learning_rate: 0.005078 loss_vfl: 0.696590 loss_bbox: 0.264299 loss_dfl: 0.183875 loss: 1.165304 eta: 20:08:33 batch_cost: 2.2121 data_cost: 0.0010 ips: 12.6577 images/s [11/19 23:11:06] ppdet.engine INFO: Epoch: [89] [2660/3251] learning_rate: 0.005072 loss_vfl: 0.731577 loss_bbox: 0.254711 loss_dfl: 0.174430 loss: 1.163635 eta: 20:07:49 batch_cost: 2.1441 data_cost: 0.0009 ips: 13.0590 images/s [11/19 23:11:52] ppdet.engine INFO: Epoch: [89] [2680/3251] learning_rate: 0.005066 loss_vfl: 0.734686 loss_bbox: 0.271307 loss_dfl: 0.188301 loss: 1.181676 eta: 20:07:05 batch_cost: 2.1644 data_cost: 0.0038 ips: 12.9365 images/s [11/19 23:12:39] ppdet.engine INFO: Epoch: [89] [2700/3251] learning_rate: 0.005060 loss_vfl: 0.751114 loss_bbox: 0.210208 loss_dfl: 0.154028 loss: 1.103049 eta: 20:06:22 batch_cost: 2.1626 data_cost: 0.0011 ips: 12.9476 images/s [11/19 23:13:26] ppdet.engine INFO: Epoch: [89] [2720/3251] learning_rate: 0.005054 loss_vfl: 0.725448 loss_bbox: 0.232483 loss_dfl: 0.164449 loss: 1.109998 eta: 20:05:38 batch_cost: 2.2367 data_cost: 0.0011 ips: 12.5187 images/s [11/19 23:14:13] ppdet.engine INFO: Epoch: [89] [2740/3251] learning_rate: 0.005048 loss_vfl: 0.737643 loss_bbox: 0.232502 loss_dfl: 0.171047 loss: 1.119050 eta: 20:04:54 batch_cost: 2.2454 data_cost: 0.0010 ips: 12.4700 images/s [11/19 23:15:01] ppdet.engine INFO: Epoch: [89] [2760/3251] learning_rate: 0.005042 loss_vfl: 0.718734 loss_bbox: 0.231150 loss_dfl: 0.172005 loss: 1.117000 eta: 20:04:11 batch_cost: 2.2458 data_cost: 0.0010 ips: 12.4677 images/s [11/19 23:15:47] ppdet.engine INFO: Epoch: [89] [2780/3251] learning_rate: 0.005036 loss_vfl: 0.717795 loss_bbox: 0.232931 loss_dfl: 0.167069 loss: 1.124529 eta: 20:03:27 batch_cost: 2.1753 data_cost: 0.0009 ips: 12.8715 images/s [11/19 23:16:34] ppdet.engine INFO: Epoch: [89] [2800/3251] learning_rate: 0.005030 loss_vfl: 0.721957 loss_bbox: 0.263899 loss_dfl: 0.184360 loss: 1.175371 eta: 20:02:43 batch_cost: 2.2275 data_cost: 0.0010 ips: 12.5699 images/s [11/19 23:17:23] ppdet.engine INFO: Epoch: [89] [2820/3251] learning_rate: 0.005024 loss_vfl: 0.723093 loss_bbox: 0.212409 loss_dfl: 0.162626 loss: 1.094594 eta: 20:02:00 batch_cost: 2.3565 data_cost: 0.0010 ips: 11.8821 images/s [11/19 23:18:09] ppdet.engine INFO: Epoch: [89] [2840/3251] learning_rate: 0.005018 loss_vfl: 0.714868 loss_bbox: 0.224862 loss_dfl: 0.163326 loss: 1.098301 eta: 20:01:16 batch_cost: 2.1707 data_cost: 0.0018 ips: 12.8989 images/s [11/19 23:18:59] ppdet.engine INFO: Epoch: [89] [2860/3251] learning_rate: 0.005012 loss_vfl: 0.713730 loss_bbox: 0.240570 loss_dfl: 0.177186 loss: 1.150318 eta: 20:00:32 batch_cost: 2.3566 data_cost: 0.0009 ips: 11.8816 images/s [11/19 23:19:46] ppdet.engine INFO: Epoch: [89] [2880/3251] learning_rate: 0.005006 loss_vfl: 0.724692 loss_bbox: 0.254122 loss_dfl: 0.163679 loss: 1.141272 eta: 19:59:49 batch_cost: 2.1364 data_cost: 0.0009 ips: 13.1064 images/s [11/19 23:20:34] ppdet.engine INFO: Epoch: [89] [2900/3251] learning_rate: 0.005000 loss_vfl: 0.707062 loss_bbox: 0.213050 loss_dfl: 0.156243 loss: 1.064717 eta: 19:59:05 batch_cost: 2.2327 data_cost: 0.0014 ips: 12.5409 images/s [11/19 23:21:20] ppdet.engine INFO: Epoch: [89] [2920/3251] learning_rate: 0.004994 loss_vfl: 0.710508 loss_bbox: 0.246717 loss_dfl: 0.170329 loss: 1.140184 eta: 19:58:21 batch_cost: 2.1505 data_cost: 0.0011 ips: 13.0202 images/s [11/19 23:22:04] ppdet.engine INFO: Epoch: [89] [2940/3251] learning_rate: 0.004988 loss_vfl: 0.721397 loss_bbox: 0.279189 loss_dfl: 0.192671 loss: 1.193807 eta: 19:57:37 batch_cost: 2.0999 data_cost: 0.0022 ips: 13.3338 images/s [11/19 23:22:52] ppdet.engine INFO: Epoch: [89] [2960/3251] learning_rate: 0.004982 loss_vfl: 0.721287 loss_bbox: 0.259524 loss_dfl: 0.189741 loss: 1.156658 eta: 19:56:53 batch_cost: 2.2674 data_cost: 0.0009 ips: 12.3490 images/s [11/19 23:23:38] ppdet.engine INFO: Epoch: [89] [2980/3251] learning_rate: 0.004976 loss_vfl: 0.698756 loss_bbox: 0.234340 loss_dfl: 0.173034 loss: 1.100809 eta: 19:56:10 batch_cost: 2.2304 data_cost: 0.0009 ips: 12.5537 images/s [11/19 23:24:23] ppdet.engine INFO: Epoch: [89] [3000/3251] learning_rate: 0.004970 loss_vfl: 0.705343 loss_bbox: 0.261227 loss_dfl: 0.174546 loss: 1.168617 eta: 19:55:26 batch_cost: 2.1489 data_cost: 0.0013 ips: 13.0302 images/s [11/19 23:25:11] ppdet.engine INFO: Epoch: [89] [3020/3251] learning_rate: 0.004964 loss_vfl: 0.748844 loss_bbox: 0.258278 loss_dfl: 0.174070 loss: 1.180609 eta: 19:54:42 batch_cost: 2.2875 data_cost: 0.0126 ips: 12.2406 images/s [11/19 23:25:59] ppdet.engine INFO: Epoch: [89] [3040/3251] learning_rate: 0.004958 loss_vfl: 0.719208 loss_bbox: 0.256363 loss_dfl: 0.187662 loss: 1.164507 eta: 19:53:59 batch_cost: 2.2708 data_cost: 0.0009 ips: 12.3307 images/s [11/19 23:26:46] ppdet.engine INFO: Epoch: [89] [3060/3251] learning_rate: 0.004952 loss_vfl: 0.716336 loss_bbox: 0.263551 loss_dfl: 0.175997 loss: 1.144704 eta: 19:53:15 batch_cost: 2.2139 data_cost: 0.0013 ips: 12.6476 images/s [11/19 23:27:34] ppdet.engine INFO: Epoch: [89] [3080/3251] learning_rate: 0.004946 loss_vfl: 0.708212 loss_bbox: 0.261216 loss_dfl: 0.187247 loss: 1.154593 eta: 19:52:31 batch_cost: 2.2134 data_cost: 0.0012 ips: 12.6500 images/s [11/19 23:28:23] ppdet.engine INFO: Epoch: [89] [3100/3251] learning_rate: 0.004940 loss_vfl: 0.741042 loss_bbox: 0.262304 loss_dfl: 0.180392 loss: 1.189986 eta: 19:51:48 batch_cost: 2.2982 data_cost: 0.0012 ips: 12.1832 images/s [11/19 23:29:11] ppdet.engine INFO: Epoch: [89] [3120/3251] learning_rate: 0.004934 loss_vfl: 0.726501 loss_bbox: 0.235307 loss_dfl: 0.161484 loss: 1.154225 eta: 19:51:04 batch_cost: 2.2292 data_cost: 0.0015 ips: 12.5603 images/s [11/19 23:29:55] ppdet.engine INFO: Epoch: [89] [3140/3251] learning_rate: 0.004928 loss_vfl: 0.723001 loss_bbox: 0.233690 loss_dfl: 0.162313 loss: 1.082173 eta: 19:50:20 batch_cost: 2.0270 data_cost: 0.0009 ips: 13.8137 images/s [11/19 23:30:42] ppdet.engine INFO: Epoch: [89] [3160/3251] learning_rate: 0.004922 loss_vfl: 0.705560 loss_bbox: 0.244025 loss_dfl: 0.167891 loss: 1.109574 eta: 19:49:36 batch_cost: 2.2745 data_cost: 0.0011 ips: 12.3106 images/s [11/19 23:31:30] ppdet.engine INFO: Epoch: [89] [3180/3251] learning_rate: 0.004916 loss_vfl: 0.716463 loss_bbox: 0.238746 loss_dfl: 0.169570 loss: 1.148755 eta: 19:48:53 batch_cost: 2.2498 data_cost: 0.0012 ips: 12.4454 images/s [11/19 23:32:16] ppdet.engine INFO: Epoch: [89] [3200/3251] learning_rate: 0.004910 loss_vfl: 0.734425 loss_bbox: 0.273004 loss_dfl: 0.196039 loss: 1.211150 eta: 19:48:09 batch_cost: 2.1747 data_cost: 0.0010 ips: 12.8751 images/s [11/19 23:33:02] ppdet.engine INFO: Epoch: [89] [3220/3251] learning_rate: 0.004904 loss_vfl: 0.727039 loss_bbox: 0.256834 loss_dfl: 0.179899 loss: 1.153047 eta: 19:47:25 batch_cost: 2.1207 data_cost: 0.0014 ips: 13.2030 images/s [11/19 23:33:47] ppdet.engine INFO: Epoch: [89] [3240/3251] learning_rate: 0.004898 loss_vfl: 0.706000 loss_bbox: 0.251574 loss_dfl: 0.181671 loss: 1.154611 eta: 19:46:41 batch_cost: 2.1588 data_cost: 0.0014 ips: 12.9701 images/s [11/19 23:34:06] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_lcnet_2_5x_640_mainbody [11/19 23:34:06] ppdet.engine INFO: Eval iter: 0 [11/19 23:34:55] ppdet.engine INFO: Eval iter: 100 [11/19 23:35:21] ppdet.engine INFO: Eval iter: 200 [11/19 23:35:48] ppdet.engine INFO: Eval iter: 300 [11/19 23:36:15] ppdet.engine INFO: Eval iter: 400 [11/19 23:36:43] ppdet.engine INFO: Eval iter: 500 [11/19 23:37:11] ppdet.engine INFO: Eval iter: 600 [11/19 23:37:40] ppdet.engine INFO: Eval iter: 700 [11/19 23:38:08] ppdet.engine INFO: Eval iter: 800 [11/19 23:38:36] ppdet.engine INFO: Eval iter: 900 [11/19 23:39:02] ppdet.engine INFO: Eval iter: 1000 [11/19 23:39:28] ppdet.engine INFO: Eval iter: 1100 [11/19 23:39:55] ppdet.engine INFO: Eval iter: 1200 [11/19 23:40:23] ppdet.engine INFO: Eval iter: 1300 [11/19 23:40:49] ppdet.engine INFO: Eval iter: 1400 [11/19 23:41:17] ppdet.engine INFO: Eval iter: 1500 [11/19 23:41:44] ppdet.engine INFO: Eval iter: 1600 [11/19 23:42:11] ppdet.engine INFO: Eval iter: 1700 [11/19 23:42:39] ppdet.engine INFO: Eval iter: 1800 [11/19 23:43:07] ppdet.engine INFO: Eval iter: 1900 [11/19 23:43:34] ppdet.engine INFO: Eval iter: 2000 [11/19 23:44:01] ppdet.engine INFO: Eval iter: 2100 [11/19 23:44:28] ppdet.engine INFO: Eval iter: 2200 [11/19 23:44:56] ppdet.engine INFO: Eval iter: 2300 [11/19 23:45:57] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json. loading annotations into memory... Done (t=2.14s) creating index... index created! [11/19 23:45:59] ppdet.metrics.coco_utils INFO: Start evaluate... Loading and preparing results... DONE (t=14.79s) creating index... index created! Running per image evaluation... Evaluate annotation type *bbox* DONE (t=380.22s). Accumulating evaluation results... DONE (t=28.57s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.389 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.578 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.414 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.239 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.475 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.480 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.085 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.394 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 ] = 0.377 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.637 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.753 [11/19 23:53:06] ppdet.engine INFO: Total sample number: 19074, averge FPS: 28.265450872911643 [11/19 23:53:06] ppdet.engine INFO: Best test bbox ap is 0.415. [11/19 23:53:08] ppdet.engine INFO: Epoch: [90] [ 0/3251] learning_rate: 0.004894 loss_vfl: 0.716121 loss_bbox: 0.236010 loss_dfl: 0.167267 loss: 1.113115 eta: 19:46:15 batch_cost: 1.5056 data_cost: 0.0013 ips: 18.5970 images/s [11/19 23:53:56] ppdet.engine INFO: Epoch: [90] [ 20/3251] learning_rate: 0.004888 loss_vfl: 0.734383 loss_bbox: 0.251234 loss_dfl: 0.166826 loss: 1.138287 eta: 19:45:31 batch_cost: 2.2000 data_cost: 0.0029 ips: 12.7271 images/s [11/19 23:54:46] ppdet.engine INFO: Epoch: [90] [ 40/3251] learning_rate: 0.004882 loss_vfl: 0.743704 loss_bbox: 0.256712 loss_dfl: 0.177029 loss: 1.155980 eta: 19:44:48 batch_cost: 2.3545 data_cost: 0.0010 ips: 11.8921 images/s [11/19 23:55:34] ppdet.engine INFO: Epoch: [90] [ 60/3251] learning_rate: 0.004876 loss_vfl: 0.732512 loss_bbox: 0.264600 loss_dfl: 0.183350 loss: 1.189579 eta: 19:44:05 batch_cost: 2.3000 data_cost: 0.0010 ips: 12.1740 images/s [11/19 23:56:22] ppdet.engine INFO: Epoch: [90] [ 80/3251] learning_rate: 0.004870 loss_vfl: 0.733717 loss_bbox: 0.243858 loss_dfl: 0.162040 loss: 1.146056 eta: 19:43:21 batch_cost: 2.2374 data_cost: 0.0010 ips: 12.5146 images/s [11/19 23:57:11] ppdet.engine INFO: Epoch: [90] [ 100/3251] learning_rate: 0.004865 loss_vfl: 0.732269 loss_bbox: 0.256813 loss_dfl: 0.169510 loss: 1.121655 eta: 19:42:37 batch_cost: 2.2965 data_cost: 0.0009 ips: 12.1926 images/s [11/19 23:58:00] ppdet.engine INFO: Epoch: [90] [ 120/3251] learning_rate: 0.004859 loss_vfl: 0.727517 loss_bbox: 0.245353 loss_dfl: 0.168315 loss: 1.160352 eta: 19:41:54 batch_cost: 2.2989 data_cost: 0.0009 ips: 12.1799 images/s [11/19 23:58:44] ppdet.engine INFO: Epoch: [90] [ 140/3251] learning_rate: 0.004853 loss_vfl: 0.709408 loss_bbox: 0.230297 loss_dfl: 0.164494 loss: 1.090684 eta: 19:41:10 batch_cost: 2.0696 data_cost: 0.0011 ips: 13.5289 images/s [11/19 23:59:33] ppdet.engine INFO: Epoch: [90] [ 160/3251] learning_rate: 0.004847 loss_vfl: 0.718872 loss_bbox: 0.288691 loss_dfl: 0.187409 loss: 1.181476 eta: 19:40:26 batch_cost: 2.3030 data_cost: 0.0009 ips: 12.1580 images/s [11/20 00:00:20] ppdet.engine INFO: Epoch: [90] [ 180/3251] learning_rate: 0.004841 loss_vfl: 0.722152 loss_bbox: 0.255151 loss_dfl: 0.165810 loss: 1.129369 eta: 19:39:42 batch_cost: 2.1947 data_cost: 0.0011 ips: 12.7580 images/s [11/20 00:01:06] ppdet.engine INFO: Epoch: [90] [ 200/3251] learning_rate: 0.004835 loss_vfl: 0.712709 loss_bbox: 0.245277 loss_dfl: 0.178562 loss: 1.127320 eta: 19:38:58 batch_cost: 2.1196 data_cost: 0.0010 ips: 13.2100 images/s [11/20 00:01:52] ppdet.engine INFO: Epoch: [90] [ 220/3251] learning_rate: 0.004829 loss_vfl: 0.715823 loss_bbox: 0.231404 loss_dfl: 0.165218 loss: 1.129028 eta: 19:38:14 batch_cost: 2.1146 data_cost: 0.0036 ips: 13.2415 images/s [11/20 00:02:40] ppdet.engine INFO: Epoch: [90] [ 240/3251] learning_rate: 0.004823 loss_vfl: 0.714436 loss_bbox: 0.259485 loss_dfl: 0.190859 loss: 1.157457 eta: 19:37:31 batch_cost: 2.2610 data_cost: 0.0010 ips: 12.3839 images/s [11/20 00:03:26] ppdet.engine INFO: Epoch: [90] [ 260/3251] learning_rate: 0.004817 loss_vfl: 0.705075 loss_bbox: 0.234044 loss_dfl: 0.172459 loss: 1.141060 eta: 19:36:47 batch_cost: 2.2180 data_cost: 0.0013 ips: 12.6238 images/s [11/20 00:04:12] ppdet.engine INFO: Epoch: [90] [ 280/3251] learning_rate: 0.004811 loss_vfl: 0.719683 loss_bbox: 0.243666 loss_dfl: 0.169471 loss: 1.144144 eta: 19:36:03 batch_cost: 2.1600 data_cost: 0.0010 ips: 12.9628 images/s [11/20 00:04:59] ppdet.engine INFO: Epoch: [90] [ 300/3251] learning_rate: 0.004805 loss_vfl: 0.721810 loss_bbox: 0.234333 loss_dfl: 0.164428 loss: 1.133337 eta: 19:35:20 batch_cost: 2.1939 data_cost: 0.0009 ips: 12.7627 images/s [11/20 00:05:45] ppdet.engine INFO: Epoch: [90] [ 320/3251] learning_rate: 0.004799 loss_vfl: 0.754383 loss_bbox: 0.258544 loss_dfl: 0.187952 loss: 1.178387 eta: 19:34:36 batch_cost: 2.1147 data_cost: 0.0011 ips: 13.2405 images/s [11/20 00:06:32] ppdet.engine INFO: Epoch: [90] [ 340/3251] learning_rate: 0.004793 loss_vfl: 0.722039 loss_bbox: 0.213629 loss_dfl: 0.171612 loss: 1.144161 eta: 19:33:52 batch_cost: 2.2625 data_cost: 0.0010 ips: 12.3759 images/s [11/20 00:07:19] ppdet.engine INFO: Epoch: [90] [ 360/3251] learning_rate: 0.004787 loss_vfl: 0.729728 loss_bbox: 0.227333 loss_dfl: 0.162236 loss: 1.156876 eta: 19:33:08 batch_cost: 2.2611 data_cost: 0.0009 ips: 12.3832 images/s [11/20 00:08:08] ppdet.engine INFO: Epoch: [90] [ 380/3251] learning_rate: 0.004782 loss_vfl: 0.720317 loss_bbox: 0.264391 loss_dfl: 0.196323 loss: 1.159736 eta: 19:32:25 batch_cost: 2.3138 data_cost: 0.0009 ips: 12.1013 images/s [11/20 00:08:57] ppdet.engine INFO: Epoch: [90] [ 400/3251] learning_rate: 0.004776 loss_vfl: 0.740598 loss_bbox: 0.218490 loss_dfl: 0.170205 loss: 1.133728 eta: 19:31:41 batch_cost: 2.2825 data_cost: 0.0011 ips: 12.2670 images/s [11/20 00:09:45] ppdet.engine INFO: Epoch: [90] [ 420/3251] learning_rate: 0.004770 loss_vfl: 0.716499 loss_bbox: 0.244595 loss_dfl: 0.172156 loss: 1.154226 eta: 19:30:58 batch_cost: 2.2435 data_cost: 0.0016 ips: 12.4804 images/s [11/20 00:10:30] ppdet.engine INFO: Epoch: [90] [ 440/3251] learning_rate: 0.004764 loss_vfl: 0.715658 loss_bbox: 0.249423 loss_dfl: 0.167819 loss: 1.163518 eta: 19:30:14 batch_cost: 2.1119 data_cost: 0.0010 ips: 13.2579 images/s [11/20 00:11:19] ppdet.engine INFO: Epoch: [90] [ 460/3251] learning_rate: 0.004758 loss_vfl: 0.724124 loss_bbox: 0.248618 loss_dfl: 0.178347 loss: 1.168495 eta: 19:29:30 batch_cost: 2.2797 data_cost: 0.0011 ips: 12.2825 images/s [11/20 00:12:05] ppdet.engine INFO: Epoch: [90] [ 480/3251] learning_rate: 0.004752 loss_vfl: 0.711073 loss_bbox: 0.230022 loss_dfl: 0.168222 loss: 1.135360 eta: 19:28:46 batch_cost: 2.2143 data_cost: 0.0009 ips: 12.6448 images/s [11/20 00:12:53] ppdet.engine INFO: Epoch: [90] [ 500/3251] learning_rate: 0.004746 loss_vfl: 0.729669 loss_bbox: 0.213973 loss_dfl: 0.144889 loss: 1.107563 eta: 19:28:03 batch_cost: 2.3427 data_cost: 0.0009 ips: 11.9518 images/s [11/20 00:13:41] ppdet.engine INFO: Epoch: [90] [ 520/3251] learning_rate: 0.004740 loss_vfl: 0.707464 loss_bbox: 0.245752 loss_dfl: 0.175157 loss: 1.111894 eta: 19:27:19 batch_cost: 2.2880 data_cost: 0.0011 ips: 12.2378 images/s [11/20 00:14:29] ppdet.engine INFO: Epoch: [90] [ 540/3251] learning_rate: 0.004734 loss_vfl: 0.730577 loss_bbox: 0.246845 loss_dfl: 0.170951 loss: 1.140256 eta: 19:26:36 batch_cost: 2.2768 data_cost: 0.0010 ips: 12.2977 images/s [11/20 00:15:14] ppdet.engine INFO: Epoch: [90] [ 560/3251] learning_rate: 0.004729 loss_vfl: 0.720099 loss_bbox: 0.270853 loss_dfl: 0.187038 loss: 1.149300 eta: 19:25:52 batch_cost: 2.1260 data_cost: 0.0010 ips: 13.1704 images/s [11/20 00:16:02] ppdet.engine INFO: Epoch: [90] [ 580/3251] learning_rate: 0.004723 loss_vfl: 0.718749 loss_bbox: 0.258531 loss_dfl: 0.181474 loss: 1.153609 eta: 19:25:08 batch_cost: 2.2932 data_cost: 0.0016 ips: 12.2099 images/s [11/20 00:16:47] ppdet.engine INFO: Epoch: [90] [ 600/3251] learning_rate: 0.004717 loss_vfl: 0.716078 loss_bbox: 0.269502 loss_dfl: 0.182889 loss: 1.158823 eta: 19:24:24 batch_cost: 2.0277 data_cost: 0.0014 ips: 13.8086 images/s [11/20 00:17:35] ppdet.engine INFO: Epoch: [90] [ 620/3251] learning_rate: 0.004711 loss_vfl: 0.701639 loss_bbox: 0.267978 loss_dfl: 0.180685 loss: 1.140664 eta: 19:23:40 batch_cost: 2.3126 data_cost: 0.0010 ips: 12.1077 images/s [11/20 00:18:21] ppdet.engine INFO: Epoch: [90] [ 640/3251] learning_rate: 0.004705 loss_vfl: 0.703564 loss_bbox: 0.256084 loss_dfl: 0.183242 loss: 1.162647 eta: 19:22:57 batch_cost: 2.1375 data_cost: 0.0011 ips: 13.0993 images/s [11/20 00:19:09] ppdet.engine INFO: Epoch: [90] [ 660/3251] learning_rate: 0.004699 loss_vfl: 0.708440 loss_bbox: 0.252691 loss_dfl: 0.178535 loss: 1.158562 eta: 19:22:13 batch_cost: 2.2372 data_cost: 0.0010 ips: 12.5156 images/s [11/20 00:19:56] ppdet.engine INFO: Epoch: [90] [ 680/3251] learning_rate: 0.004693 loss_vfl: 0.747261 loss_bbox: 0.253222 loss_dfl: 0.177853 loss: 1.146309 eta: 19:21:29 batch_cost: 2.2445 data_cost: 0.0010 ips: 12.4749 images/s [11/20 00:20:43] ppdet.engine INFO: Epoch: [90] [ 700/3251] learning_rate: 0.004687 loss_vfl: 0.723465 loss_bbox: 0.247297 loss_dfl: 0.175886 loss: 1.152829 eta: 19:20:45 batch_cost: 2.2175 data_cost: 0.0010 ips: 12.6267 images/s [11/20 00:21:30] ppdet.engine INFO: Epoch: [90] [ 720/3251] learning_rate: 0.004682 loss_vfl: 0.716202 loss_bbox: 0.226993 loss_dfl: 0.162268 loss: 1.098187 eta: 19:20:02 batch_cost: 2.2005 data_cost: 0.0010 ips: 12.7243 images/s [11/20 00:22:16] ppdet.engine INFO: Epoch: [90] [ 740/3251] learning_rate: 0.004676 loss_vfl: 0.727529 loss_bbox: 0.260466 loss_dfl: 0.170591 loss: 1.160939 eta: 19:19:18 batch_cost: 2.1458 data_cost: 0.0012 ips: 13.0487 images/s [11/20 00:23:04] ppdet.engine INFO: Epoch: [90] [ 760/3251] learning_rate: 0.004670 loss_vfl: 0.709438 loss_bbox: 0.248669 loss_dfl: 0.172058 loss: 1.138694 eta: 19:18:34 batch_cost: 2.2214 data_cost: 0.0011 ips: 12.6045 images/s [11/20 00:23:52] ppdet.engine INFO: Epoch: [90] [ 780/3251] learning_rate: 0.004664 loss_vfl: 0.737883 loss_bbox: 0.239257 loss_dfl: 0.174589 loss: 1.144984 eta: 19:17:51 batch_cost: 2.2879 data_cost: 0.0010 ips: 12.2381 images/s [11/20 00:24:40] ppdet.engine INFO: Epoch: [90] [ 800/3251] learning_rate: 0.004658 loss_vfl: 0.733899 loss_bbox: 0.229857 loss_dfl: 0.162597 loss: 1.143530 eta: 19:17:07 batch_cost: 2.2552 data_cost: 0.0012 ips: 12.4160 images/s [11/20 00:25:27] ppdet.engine INFO: Epoch: [90] [ 820/3251] learning_rate: 0.004652 loss_vfl: 0.729428 loss_bbox: 0.277556 loss_dfl: 0.190431 loss: 1.175627 eta: 19:16:23 batch_cost: 2.2648 data_cost: 0.0009 ips: 12.3630 images/s [11/20 00:26:16] ppdet.engine INFO: Epoch: [90] [ 840/3251] learning_rate: 0.004647 loss_vfl: 0.709137 loss_bbox: 0.265430 loss_dfl: 0.190569 loss: 1.167451 eta: 19:15:40 batch_cost: 2.2761 data_cost: 0.0014 ips: 12.3018 images/s [11/20 00:27:02] ppdet.engine INFO: Epoch: [90] [ 860/3251] learning_rate: 0.004641 loss_vfl: 0.706758 loss_bbox: 0.229985 loss_dfl: 0.167308 loss: 1.120409 eta: 19:14:56 batch_cost: 2.1748 data_cost: 0.0010 ips: 12.8745 images/s [11/20 00:27:50] ppdet.engine INFO: Epoch: [90] [ 880/3251] learning_rate: 0.004635 loss_vfl: 0.705172 loss_bbox: 0.239024 loss_dfl: 0.165478 loss: 1.146866 eta: 19:14:12 batch_cost: 2.2142 data_cost: 0.0012 ips: 12.6454 images/s [11/20 00:28:36] ppdet.engine INFO: Epoch: [90] [ 900/3251] learning_rate: 0.004629 loss_vfl: 0.703937 loss_bbox: 0.259963 loss_dfl: 0.179362 loss: 1.147458 eta: 19:13:28 batch_cost: 2.1798 data_cost: 0.0014 ips: 12.8453 images/s [11/20 00:29:24] ppdet.engine INFO: Epoch: [90] [ 920/3251] learning_rate: 0.004623 loss_vfl: 0.701533 loss_bbox: 0.263964 loss_dfl: 0.177023 loss: 1.160389 eta: 19:12:45 batch_cost: 2.2492 data_cost: 0.0015 ips: 12.4491 images/s [11/20 00:30:10] ppdet.engine INFO: Epoch: [90] [ 940/3251] learning_rate: 0.004618 loss_vfl: 0.722113 loss_bbox: 0.268842 loss_dfl: 0.189243 loss: 1.178540 eta: 19:12:01 batch_cost: 2.1696 data_cost: 0.0009 ips: 12.9055 images/s [11/20 00:30:56] ppdet.engine INFO: Epoch: [90] [ 960/3251] learning_rate: 0.004612 loss_vfl: 0.708369 loss_bbox: 0.237503 loss_dfl: 0.171192 loss: 1.108899 eta: 19:11:17 batch_cost: 2.2231 data_cost: 0.0010 ips: 12.5950 images/s [11/20 00:31:44] ppdet.engine INFO: Epoch: [90] [ 980/3251] learning_rate: 0.004606 loss_vfl: 0.724501 loss_bbox: 0.252791 loss_dfl: 0.180838 loss: 1.164300 eta: 19:10:33 batch_cost: 2.2742 data_cost: 0.0010 ips: 12.3118 images/s [11/20 00:32:30] ppdet.engine INFO: Epoch: [90] [1000/3251] learning_rate: 0.004600 loss_vfl: 0.699332 loss_bbox: 0.247369 loss_dfl: 0.180439 loss: 1.139933 eta: 19:09:50 batch_cost: 2.2020 data_cost: 0.0010 ips: 12.7157 images/s [11/20 00:33:16] ppdet.engine INFO: Epoch: [90] [1020/3251] learning_rate: 0.004594 loss_vfl: 0.734878 loss_bbox: 0.225024 loss_dfl: 0.171290 loss: 1.142497 eta: 19:09:06 batch_cost: 2.1379 data_cost: 0.0009 ips: 13.0968 images/s [11/20 00:34:03] ppdet.engine INFO: Epoch: [90] [1040/3251] learning_rate: 0.004589 loss_vfl: 0.708587 loss_bbox: 0.231438 loss_dfl: 0.168831 loss: 1.184573 eta: 19:08:22 batch_cost: 2.2213 data_cost: 0.0010 ips: 12.6055 images/s [11/20 00:34:49] ppdet.engine INFO: Epoch: [90] [1060/3251] learning_rate: 0.004583 loss_vfl: 0.726523 loss_bbox: 0.282788 loss_dfl: 0.199043 loss: 1.230608 eta: 19:07:38 batch_cost: 2.1990 data_cost: 0.0009 ips: 12.7333 images/s [11/20 00:35:38] ppdet.engine INFO: Epoch: [90] [1080/3251] learning_rate: 0.004577 loss_vfl: 0.714309 loss_bbox: 0.246392 loss_dfl: 0.168996 loss: 1.116716 eta: 19:06:55 batch_cost: 2.3724 data_cost: 0.0013 ips: 11.8023 images/s [11/20 00:36:27] ppdet.engine INFO: Epoch: [90] [1100/3251] learning_rate: 0.004571 loss_vfl: 0.707000 loss_bbox: 0.266016 loss_dfl: 0.185951 loss: 1.172152 eta: 19:06:11 batch_cost: 2.3356 data_cost: 0.0010 ips: 11.9883 images/s [11/20 00:37:15] ppdet.engine INFO: Epoch: [90] [1120/3251] learning_rate: 0.004565 loss_vfl: 0.705254 loss_bbox: 0.253216 loss_dfl: 0.184754 loss: 1.123892 eta: 19:05:28 batch_cost: 2.2560 data_cost: 0.0009 ips: 12.4112 images/s [11/20 00:38:03] ppdet.engine INFO: Epoch: [90] [1140/3251] learning_rate: 0.004560 loss_vfl: 0.736064 loss_bbox: 0.258718 loss_dfl: 0.180204 loss: 1.180806 eta: 19:04:44 batch_cost: 2.3129 data_cost: 0.0009 ips: 12.1063 images/s [11/20 00:38:51] ppdet.engine INFO: Epoch: [90] [1160/3251] learning_rate: 0.004554 loss_vfl: 0.737087 loss_bbox: 0.256696 loss_dfl: 0.172475 loss: 1.148830 eta: 19:04:01 batch_cost: 2.3088 data_cost: 0.0009 ips: 12.1273 images/s [11/20 00:39:41] ppdet.engine INFO: Epoch: [90] [1180/3251] learning_rate: 0.004548 loss_vfl: 0.726846 loss_bbox: 0.264394 loss_dfl: 0.185763 loss: 1.162580 eta: 19:03:17 batch_cost: 2.3573 data_cost: 0.0012 ips: 11.8779 images/s [11/20 00:40:27] ppdet.engine INFO: Epoch: [90] [1200/3251] learning_rate: 0.004542 loss_vfl: 0.701693 loss_bbox: 0.259157 loss_dfl: 0.179676 loss: 1.156203 eta: 19:02:34 batch_cost: 2.1981 data_cost: 0.0009 ips: 12.7382 images/s [11/20 00:41:14] ppdet.engine INFO: Epoch: [90] [1220/3251] learning_rate: 0.004537 loss_vfl: 0.736846 loss_bbox: 0.226051 loss_dfl: 0.170277 loss: 1.131682 eta: 19:01:50 batch_cost: 2.1744 data_cost: 0.0009 ips: 12.8772 images/s [11/20 00:41:59] ppdet.engine INFO: Epoch: [90] [1240/3251] learning_rate: 0.004531 loss_vfl: 0.707317 loss_bbox: 0.257684 loss_dfl: 0.181132 loss: 1.151206 eta: 19:01:06 batch_cost: 2.1266 data_cost: 0.0010 ips: 13.1668 images/s [11/20 00:42:46] ppdet.engine INFO: Epoch: [90] [1260/3251] learning_rate: 0.004525 loss_vfl: 0.726054 loss_bbox: 0.223242 loss_dfl: 0.153905 loss: 1.108543 eta: 19:00:22 batch_cost: 2.2231 data_cost: 0.0010 ips: 12.5949 images/s [11/20 00:43:35] ppdet.engine INFO: Epoch: [90] [1280/3251] learning_rate: 0.004519 loss_vfl: 0.724800 loss_bbox: 0.228242 loss_dfl: 0.170956 loss: 1.116291 eta: 18:59:39 batch_cost: 2.3638 data_cost: 0.0009 ips: 11.8453 images/s [11/20 00:44:23] ppdet.engine INFO: Epoch: [90] [1300/3251] learning_rate: 0.004514 loss_vfl: 0.737248 loss_bbox: 0.254721 loss_dfl: 0.183173 loss: 1.174496 eta: 18:58:55 batch_cost: 2.2677 data_cost: 0.0013 ips: 12.3473 images/s [11/20 00:45:10] ppdet.engine INFO: Epoch: [90] [1320/3251] learning_rate: 0.004508 loss_vfl: 0.719671 loss_bbox: 0.266090 loss_dfl: 0.192612 loss: 1.160137 eta: 18:58:11 batch_cost: 2.1560 data_cost: 0.0009 ips: 12.9872 images/s [11/20 00:45:54] ppdet.engine INFO: Epoch: [90] [1340/3251] learning_rate: 0.004502 loss_vfl: 0.726728 loss_bbox: 0.235602 loss_dfl: 0.164995 loss: 1.123715 eta: 18:57:27 batch_cost: 2.0435 data_cost: 0.0014 ips: 13.7018 images/s [11/20 00:46:42] ppdet.engine INFO: Epoch: [90] [1360/3251] learning_rate: 0.004496 loss_vfl: 0.735011 loss_bbox: 0.245664 loss_dfl: 0.174274 loss: 1.150335 eta: 18:56:43 batch_cost: 2.1821 data_cost: 0.0016 ips: 12.8320 images/s [11/20 00:47:28] ppdet.engine INFO: Epoch: [90] [1380/3251] learning_rate: 0.004491 loss_vfl: 0.704574 loss_bbox: 0.236436 loss_dfl: 0.166843 loss: 1.142793 eta: 18:55:59 batch_cost: 2.1661 data_cost: 0.0030 ips: 12.9265 images/s [11/20 00:48:15] ppdet.engine INFO: Epoch: [90] [1400/3251] learning_rate: 0.004485 loss_vfl: 0.718815 loss_bbox: 0.240880 loss_dfl: 0.186243 loss: 1.160867 eta: 18:55:16 batch_cost: 2.2442 data_cost: 0.0015 ips: 12.4767 images/s [11/20 00:49:02] ppdet.engine INFO: Epoch: [90] [1420/3251] learning_rate: 0.004479 loss_vfl: 0.725408 loss_bbox: 0.230762 loss_dfl: 0.166397 loss: 1.139742 eta: 18:54:32 batch_cost: 2.2141 data_cost: 0.0010 ips: 12.6460 images/s [11/20 00:49:50] ppdet.engine INFO: Epoch: [90] [1440/3251] learning_rate: 0.004474 loss_vfl: 0.719248 loss_bbox: 0.268333 loss_dfl: 0.185088 loss: 1.159900 eta: 18:53:48 batch_cost: 2.2551 data_cost: 0.0009 ips: 12.4161 images/s [11/20 00:50:36] ppdet.engine INFO: Epoch: [90] [1460/3251] learning_rate: 0.004468 loss_vfl: 0.713064 loss_bbox: 0.246017 loss_dfl: 0.179392 loss: 1.129160 eta: 18:53:05 batch_cost: 2.2141 data_cost: 0.0009 ips: 12.6462 images/s [11/20 00:51:23] ppdet.engine INFO: Epoch: [90] [1480/3251] learning_rate: 0.004462 loss_vfl: 0.720800 loss_bbox: 0.263416 loss_dfl: 0.177018 loss: 1.156052 eta: 18:52:21 batch_cost: 2.1633 data_cost: 0.0010 ips: 12.9430 images/s [11/20 00:52:10] ppdet.engine INFO: Epoch: [90] [1500/3251] learning_rate: 0.004456 loss_vfl: 0.712509 loss_bbox: 0.258963 loss_dfl: 0.182258 loss: 1.141744 eta: 18:51:37 batch_cost: 2.2100 data_cost: 0.0009 ips: 12.6698 images/s [11/20 00:52:58] ppdet.engine INFO: Epoch: [90] [1520/3251] learning_rate: 0.004451 loss_vfl: 0.720636 loss_bbox: 0.236141 loss_dfl: 0.162512 loss: 1.109347 eta: 18:50:53 batch_cost: 2.2697 data_cost: 0.0010 ips: 12.3367 images/s [11/20 00:53:45] ppdet.engine INFO: Epoch: [90] [1540/3251] learning_rate: 0.004445 loss_vfl: 0.709139 loss_bbox: 0.235566 loss_dfl: 0.179699 loss: 1.127579 eta: 18:50:10 batch_cost: 2.2799 data_cost: 0.0010 ips: 12.2813 images/s [11/20 00:54:32] ppdet.engine INFO: Epoch: [90] [1560/3251] learning_rate: 0.004439 loss_vfl: 0.730515 loss_bbox: 0.255705 loss_dfl: 0.180292 loss: 1.167071 eta: 18:49:26 batch_cost: 2.2294 data_cost: 0.0010 ips: 12.5597 images/s [11/20 00:55:19] ppdet.engine INFO: Epoch: [90] [1580/3251] learning_rate: 0.004434 loss_vfl: 0.716145 loss_bbox: 0.239184 loss_dfl: 0.166607 loss: 1.119216 eta: 18:48:42 batch_cost: 2.2438 data_cost: 0.0010 ips: 12.4787 images/s [11/20 00:56:08] ppdet.engine INFO: Epoch: [90] [1600/3251] learning_rate: 0.004428 loss_vfl: 0.713493 loss_bbox: 0.232691 loss_dfl: 0.164366 loss: 1.136817 eta: 18:47:59 batch_cost: 2.2759 data_cost: 0.0011 ips: 12.3027 images/s [11/20 00:56:55] ppdet.engine INFO: Epoch: [90] [1620/3251] learning_rate: 0.004422 loss_vfl: 0.752360 loss_bbox: 0.264313 loss_dfl: 0.177906 loss: 1.188609 eta: 18:47:15 batch_cost: 2.1330 data_cost: 0.0009 ips: 13.1270 images/s [11/20 00:57:41] ppdet.engine INFO: Epoch: [90] [1640/3251] learning_rate: 0.004417 loss_vfl: 0.746821 loss_bbox: 0.240476 loss_dfl: 0.172844 loss: 1.153852 eta: 18:46:31 batch_cost: 2.1938 data_cost: 0.0010 ips: 12.7632 images/s [11/20 00:58:29] ppdet.engine INFO: Epoch: [90] [1660/3251] learning_rate: 0.004411 loss_vfl: 0.721261 loss_bbox: 0.283751 loss_dfl: 0.184196 loss: 1.163501 eta: 18:45:47 batch_cost: 2.1207 data_cost: 0.0014 ips: 13.2034 images/s [11/20 00:59:15] ppdet.engine INFO: Epoch: [90] [1680/3251] learning_rate: 0.004405 loss_vfl: 0.719460 loss_bbox: 0.271095 loss_dfl: 0.192421 loss: 1.188698 eta: 18:45:03 batch_cost: 2.2296 data_cost: 0.0010 ips: 12.5585 images/s [11/20 01:00:02] ppdet.engine INFO: Epoch: [90] [1700/3251] learning_rate: 0.004400 loss_vfl: 0.707892 loss_bbox: 0.240858 loss_dfl: 0.167342 loss: 1.116606 eta: 18:44:20 batch_cost: 2.1829 data_cost: 0.0009 ips: 12.8268 images/s [11/20 01:00:49] ppdet.engine INFO: Epoch: [90] [1720/3251] learning_rate: 0.004394 loss_vfl: 0.701911 loss_bbox: 0.255161 loss_dfl: 0.183137 loss: 1.147629 eta: 18:43:36 batch_cost: 2.1969 data_cost: 0.0010 ips: 12.7454 images/s [11/20 01:01:39] ppdet.engine INFO: Epoch: [90] [1740/3251] learning_rate: 0.004388 loss_vfl: 0.702967 loss_bbox: 0.243565 loss_dfl: 0.178941 loss: 1.129633 eta: 18:42:52 batch_cost: 2.3703 data_cost: 0.0011 ips: 11.8127 images/s [11/20 01:02:25] ppdet.engine INFO: Epoch: [90] [1760/3251] learning_rate: 0.004383 loss_vfl: 0.724157 loss_bbox: 0.267298 loss_dfl: 0.181609 loss: 1.163596 eta: 18:42:09 batch_cost: 2.1480 data_cost: 0.0009 ips: 13.0356 images/s [11/20 01:03:14] ppdet.engine INFO: Epoch: [90] [1780/3251] learning_rate: 0.004377 loss_vfl: 0.692565 loss_bbox: 0.250096 loss_dfl: 0.166955 loss: 1.120233 eta: 18:41:25 batch_cost: 2.3345 data_cost: 0.0011 ips: 11.9939 images/s [11/20 01:04:01] ppdet.engine INFO: Epoch: [90] [1800/3251] learning_rate: 0.004371 loss_vfl: 0.715303 loss_bbox: 0.268780 loss_dfl: 0.185258 loss: 1.204162 eta: 18:40:41 batch_cost: 2.2681 data_cost: 0.0022 ips: 12.3451 images/s [11/20 01:04:48] ppdet.engine INFO: Epoch: [90] [1820/3251] learning_rate: 0.004366 loss_vfl: 0.726391 loss_bbox: 0.247341 loss_dfl: 0.190249 loss: 1.151146 eta: 18:39:58 batch_cost: 2.1971 data_cost: 0.0010 ips: 12.7439 images/s [11/20 01:05:37] ppdet.engine INFO: Epoch: [90] [1840/3251] learning_rate: 0.004360 loss_vfl: 0.706214 loss_bbox: 0.239736 loss_dfl: 0.169785 loss: 1.110650 eta: 18:39:14 batch_cost: 2.2392 data_cost: 0.0012 ips: 12.5047 images/s [11/20 01:06:25] ppdet.engine INFO: Epoch: [90] [1860/3251] learning_rate: 0.004354 loss_vfl: 0.710474 loss_bbox: 0.239363 loss_dfl: 0.181652 loss: 1.138643 eta: 18:38:31 batch_cost: 2.3230 data_cost: 0.0010 ips: 12.0535 images/s [11/20 01:07:09] ppdet.engine INFO: Epoch: [90] [1880/3251] learning_rate: 0.004349 loss_vfl: 0.741037 loss_bbox: 0.254184 loss_dfl: 0.195644 loss: 1.181865 eta: 18:37:46 batch_cost: 2.0071 data_cost: 0.0009 ips: 13.9507 images/s [11/20 01:07:56] ppdet.engine INFO: Epoch: [90] [1900/3251] learning_rate: 0.004343 loss_vfl: 0.722673 loss_bbox: 0.246916 loss_dfl: 0.177221 loss: 1.155934 eta: 18:37:03 batch_cost: 2.1845 data_cost: 0.0009 ips: 12.8175 images/s [11/20 01:08:41] ppdet.engine INFO: Epoch: [90] [1920/3251] learning_rate: 0.004337 loss_vfl: 0.706645 loss_bbox: 0.226787 loss_dfl: 0.165280 loss: 1.106371 eta: 18:36:19 batch_cost: 2.1387 data_cost: 0.0010 ips: 13.0919 images/s [11/20 01:09:30] ppdet.engine INFO: Epoch: [90] [1940/3251] learning_rate: 0.004332 loss_vfl: 0.719539 loss_bbox: 0.234096 loss_dfl: 0.163804 loss: 1.129954 eta: 18:35:35 batch_cost: 2.2763 data_cost: 0.0014 ips: 12.3006 images/s [11/20 01:10:18] ppdet.engine INFO: Epoch: [90] [1960/3251] learning_rate: 0.004326 loss_vfl: 0.718350 loss_bbox: 0.239545 loss_dfl: 0.169122 loss: 1.150537 eta: 18:34:51 batch_cost: 2.2904 data_cost: 0.0009 ips: 12.2252 images/s [11/20 01:11:04] ppdet.engine INFO: Epoch: [90] [1980/3251] learning_rate: 0.004321 loss_vfl: 0.718091 loss_bbox: 0.265454 loss_dfl: 0.179233 loss: 1.171843 eta: 18:34:08 batch_cost: 2.1595 data_cost: 0.0010 ips: 12.9658 images/s [11/20 01:11:51] ppdet.engine INFO: Epoch: [90] [2000/3251] learning_rate: 0.004315 loss_vfl: 0.717696 loss_bbox: 0.254324 loss_dfl: 0.181110 loss: 1.130741 eta: 18:33:24 batch_cost: 2.2004 data_cost: 0.0009 ips: 12.7249 images/s [11/20 01:12:38] ppdet.engine INFO: Epoch: [90] [2020/3251] learning_rate: 0.004309 loss_vfl: 0.743284 loss_bbox: 0.230212 loss_dfl: 0.160797 loss: 1.160395 eta: 18:32:40 batch_cost: 2.2564 data_cost: 0.0011 ips: 12.4091 images/s [11/20 01:13:25] ppdet.engine INFO: Epoch: [90] [2040/3251] learning_rate: 0.004304 loss_vfl: 0.696689 loss_bbox: 0.236343 loss_dfl: 0.170461 loss: 1.150857 eta: 18:31:56 batch_cost: 2.2426 data_cost: 0.0009 ips: 12.4856 images/s [11/20 01:14:09] ppdet.engine INFO: Epoch: [90] [2060/3251] learning_rate: 0.004298 loss_vfl: 0.729302 loss_bbox: 0.202382 loss_dfl: 0.158372 loss: 1.074014 eta: 18:31:12 batch_cost: 2.0794 data_cost: 0.0010 ips: 13.4655 images/s [11/20 01:14:57] ppdet.engine INFO: Epoch: [90] [2080/3251] learning_rate: 0.004292 loss_vfl: 0.701708 loss_bbox: 0.224741 loss_dfl: 0.157163 loss: 1.084224 eta: 18:30:29 batch_cost: 2.2993 data_cost: 0.0013 ips: 12.1777 images/s [11/20 01:15:45] ppdet.engine INFO: Epoch: [90] [2100/3251] learning_rate: 0.004287 loss_vfl: 0.722317 loss_bbox: 0.242409 loss_dfl: 0.170965 loss: 1.116564 eta: 18:29:45 batch_cost: 2.2266 data_cost: 0.0010 ips: 12.5755 images/s [11/20 01:16:34] ppdet.engine INFO: Epoch: [90] [2120/3251] learning_rate: 0.004281 loss_vfl: 0.729440 loss_bbox: 0.268709 loss_dfl: 0.188247 loss: 1.174969 eta: 18:29:02 batch_cost: 2.2856 data_cost: 0.0009 ips: 12.2509 images/s [11/20 01:17:22] ppdet.engine INFO: Epoch: [90] [2140/3251] learning_rate: 0.004276 loss_vfl: 0.711126 loss_bbox: 0.275106 loss_dfl: 0.188635 loss: 1.194707 eta: 18:28:18 batch_cost: 2.2504 data_cost: 0.0009 ips: 12.4424 images/s [11/20 01:18:10] ppdet.engine INFO: Epoch: [90] [2160/3251] learning_rate: 0.004270 loss_vfl: 0.726141 loss_bbox: 0.245012 loss_dfl: 0.162939 loss: 1.144648 eta: 18:27:34 batch_cost: 2.2586 data_cost: 0.0039 ips: 12.3973 images/s [11/20 01:18:58] ppdet.engine INFO: Epoch: [90] [2180/3251] learning_rate: 0.004265 loss_vfl: 0.706472 loss_bbox: 0.253822 loss_dfl: 0.188954 loss: 1.119779 eta: 18:26:51 batch_cost: 2.2418 data_cost: 0.0015 ips: 12.4899 images/s [11/20 01:19:46] ppdet.engine INFO: Epoch: [90] [2200/3251] learning_rate: 0.004259 loss_vfl: 0.712772 loss_bbox: 0.266002 loss_dfl: 0.188734 loss: 1.169731 eta: 18:26:07 batch_cost: 2.2847 data_cost: 0.0010 ips: 12.2552 images/s [11/20 01:20:32] ppdet.engine INFO: Epoch: [90] [2220/3251] learning_rate: 0.004253 loss_vfl: 0.718824 loss_bbox: 0.247219 loss_dfl: 0.173109 loss: 1.154037 eta: 18:25:23 batch_cost: 2.1351 data_cost: 0.0010 ips: 13.1139 images/s [11/20 01:21:20] ppdet.engine INFO: Epoch: [90] [2240/3251] learning_rate: 0.004248 loss_vfl: 0.704779 loss_bbox: 0.257461 loss_dfl: 0.182552 loss: 1.149131 eta: 18:24:40 batch_cost: 2.3166 data_cost: 0.0009 ips: 12.0867 images/s [11/20 01:22:08] ppdet.engine INFO: Epoch: [90] [2260/3251] learning_rate: 0.004242 loss_vfl: 0.709932 loss_bbox: 0.283884 loss_dfl: 0.193264 loss: 1.177158 eta: 18:23:56 batch_cost: 2.2574 data_cost: 0.0010 ips: 12.4039 images/s [11/20 01:22:57] ppdet.engine INFO: Epoch: [90] [2280/3251] learning_rate: 0.004237 loss_vfl: 0.694304 loss_bbox: 0.249312 loss_dfl: 0.169545 loss: 1.120852 eta: 18:23:12 batch_cost: 2.3359 data_cost: 0.0015 ips: 11.9870 images/s [11/20 01:23:45] ppdet.engine INFO: Epoch: [90] [2300/3251] learning_rate: 0.004231 loss_vfl: 0.719674 loss_bbox: 0.232280 loss_dfl: 0.161402 loss: 1.102972 eta: 18:22:29 batch_cost: 2.3015 data_cost: 0.0010 ips: 12.1661 images/s [11/20 01:24:31] ppdet.engine INFO: Epoch: [90] [2320/3251] learning_rate: 0.004226 loss_vfl: 0.714705 loss_bbox: 0.257444 loss_dfl: 0.183695 loss: 1.192165 eta: 18:21:45 batch_cost: 2.1702 data_cost: 0.0009 ips: 12.9020 images/s [11/20 01:25:18] ppdet.engine INFO: Epoch: [90] [2340/3251] learning_rate: 0.004220 loss_vfl: 0.715689 loss_bbox: 0.244861 loss_dfl: 0.172354 loss: 1.141646 eta: 18:21:01 batch_cost: 2.1096 data_cost: 0.0011 ips: 13.2725 images/s [11/20 01:26:05] ppdet.engine INFO: Epoch: [90] [2360/3251] learning_rate: 0.004214 loss_vfl: 0.719906 loss_bbox: 0.243179 loss_dfl: 0.174869 loss: 1.114975 eta: 18:20:17 batch_cost: 2.2748 data_cost: 0.0010 ips: 12.3086 images/s [11/20 01:26:51] ppdet.engine INFO: Epoch: [90] [2380/3251] learning_rate: 0.004209 loss_vfl: 0.711635 loss_bbox: 0.235609 loss_dfl: 0.167780 loss: 1.106998 eta: 18:19:33 batch_cost: 1.9738 data_cost: 0.0010 ips: 14.1855 images/s [11/20 01:27:37] ppdet.engine INFO: Epoch: [90] [2400/3251] learning_rate: 0.004203 loss_vfl: 0.716717 loss_bbox: 0.246582 loss_dfl: 0.181338 loss: 1.147149 eta: 18:18:49 batch_cost: 2.2150 data_cost: 0.0010 ips: 12.6412 images/s [11/20 01:28:24] ppdet.engine INFO: Epoch: [90] [2420/3251] learning_rate: 0.004198 loss_vfl: 0.713741 loss_bbox: 0.241569 loss_dfl: 0.174507 loss: 1.126803 eta: 18:18:06 batch_cost: 2.2307 data_cost: 0.0017 ips: 12.5522 images/s [11/20 01:29:10] ppdet.engine INFO: Epoch: [90] [2440/3251] learning_rate: 0.004192 loss_vfl: 0.724263 loss_bbox: 0.230185 loss_dfl: 0.166390 loss: 1.126989 eta: 18:17:22 batch_cost: 2.2118 data_cost: 0.0009 ips: 12.6594 images/s [11/20 01:29:56] ppdet.engine INFO: Epoch: [90] [2460/3251] learning_rate: 0.004187 loss_vfl: 0.707804 loss_bbox: 0.253446 loss_dfl: 0.190674 loss: 1.162611 eta: 18:16:38 batch_cost: 2.1860 data_cost: 0.0010 ips: 12.8088 images/s [11/20 01:30:41] ppdet.engine INFO: Epoch: [90] [2480/3251] learning_rate: 0.004181 loss_vfl: 0.725265 loss_bbox: 0.243313 loss_dfl: 0.165682 loss: 1.126168 eta: 18:15:54 batch_cost: 2.0548 data_cost: 0.0013 ips: 13.6269 images/s [11/20 01:31:30] ppdet.engine INFO: Epoch: [90] [2500/3251] learning_rate: 0.004176 loss_vfl: 0.713382 loss_bbox: 0.222466 loss_dfl: 0.160530 loss: 1.115071 eta: 18:15:11 batch_cost: 2.3151 data_cost: 0.0009 ips: 12.0947 images/s [11/20 01:32:17] ppdet.engine INFO: Epoch: [90] [2520/3251] learning_rate: 0.004170 loss_vfl: 0.707350 loss_bbox: 0.275331 loss_dfl: 0.184549 loss: 1.170088 eta: 18:14:27 batch_cost: 2.1767 data_cost: 0.0012 ips: 12.8634 images/s [11/20 01:33:06] ppdet.engine INFO: Epoch: [90] [2540/3251] learning_rate: 0.004165 loss_vfl: 0.708193 loss_bbox: 0.252468 loss_dfl: 0.173643 loss: 1.136937 eta: 18:13:43 batch_cost: 2.3531 data_cost: 0.0017 ips: 11.8994 images/s [11/20 01:33:52] ppdet.engine INFO: Epoch: [90] [2560/3251] learning_rate: 0.004159 loss_vfl: 0.718364 loss_bbox: 0.252703 loss_dfl: 0.166536 loss: 1.154760 eta: 18:13:00 batch_cost: 2.2225 data_cost: 0.0013 ips: 12.5987 images/s [11/20 01:34:40] ppdet.engine INFO: Epoch: [90] [2580/3251] learning_rate: 0.004154 loss_vfl: 0.745504 loss_bbox: 0.252175 loss_dfl: 0.172689 loss: 1.194787 eta: 18:12:16 batch_cost: 2.2698 data_cost: 0.0010 ips: 12.3357 images/s [11/20 01:35:27] ppdet.engine INFO: Epoch: [90] [2600/3251] learning_rate: 0.004148 loss_vfl: 0.705186 loss_bbox: 0.245755 loss_dfl: 0.164585 loss: 1.140019 eta: 18:11:32 batch_cost: 2.2454 data_cost: 0.0014 ips: 12.4700 images/s [11/20 01:36:12] ppdet.engine INFO: Epoch: [90] [2620/3251] learning_rate: 0.004143 loss_vfl: 0.720387 loss_bbox: 0.266575 loss_dfl: 0.191626 loss: 1.212087 eta: 18:10:48 batch_cost: 2.1389 data_cost: 0.0011 ips: 13.0909 images/s [11/20 01:36:59] ppdet.engine INFO: Epoch: [90] [2640/3251] learning_rate: 0.004137 loss_vfl: 0.706073 loss_bbox: 0.239715 loss_dfl: 0.181440 loss: 1.137045 eta: 18:10:05 batch_cost: 2.1835 data_cost: 0.0010 ips: 12.8232 images/s [11/20 01:37:48] ppdet.engine INFO: Epoch: [90] [2660/3251] learning_rate: 0.004132 loss_vfl: 0.703043 loss_bbox: 0.272262 loss_dfl: 0.188275 loss: 1.150249 eta: 18:09:21 batch_cost: 2.3430 data_cost: 0.0021 ips: 11.9504 images/s [11/20 01:38:34] ppdet.engine INFO: Epoch: [90] [2680/3251] learning_rate: 0.004126 loss_vfl: 0.711994 loss_bbox: 0.258100 loss_dfl: 0.181036 loss: 1.177783 eta: 18:08:37 batch_cost: 2.1783 data_cost: 0.0010 ips: 12.8540 images/s [11/20 01:39:22] ppdet.engine INFO: Epoch: [90] [2700/3251] learning_rate: 0.004121 loss_vfl: 0.737138 loss_bbox: 0.255924 loss_dfl: 0.177712 loss: 1.167718 eta: 18:07:54 batch_cost: 2.2272 data_cost: 0.0011 ips: 12.5718 images/s [11/20 01:40:09] ppdet.engine INFO: Epoch: [90] [2720/3251] learning_rate: 0.004115 loss_vfl: 0.731371 loss_bbox: 0.265522 loss_dfl: 0.188950 loss: 1.158511 eta: 18:07:10 batch_cost: 2.2775 data_cost: 0.0009 ips: 12.2944 images/s [11/20 01:40:57] ppdet.engine INFO: Epoch: [90] [2740/3251] learning_rate: 0.004110 loss_vfl: 0.717104 loss_bbox: 0.227039 loss_dfl: 0.162414 loss: 1.110323 eta: 18:06:26 batch_cost: 2.2546 data_cost: 0.0011 ips: 12.4189 images/s [11/20 01:41:42] ppdet.engine INFO: Epoch: [90] [2760/3251] learning_rate: 0.004104 loss_vfl: 0.706807 loss_bbox: 0.263395 loss_dfl: 0.195528 loss: 1.157208 eta: 18:05:42 batch_cost: 2.1000 data_cost: 0.0089 ips: 13.3331 images/s [11/20 01:42:28] ppdet.engine INFO: Epoch: [90] [2780/3251] learning_rate: 0.004099 loss_vfl: 0.726798 loss_bbox: 0.233109 loss_dfl: 0.170962 loss: 1.143082 eta: 18:04:59 batch_cost: 2.2343 data_cost: 0.0011 ips: 12.5316 images/s [11/20 01:43:16] ppdet.engine INFO: Epoch: [90] [2800/3251] learning_rate: 0.004093 loss_vfl: 0.734183 loss_bbox: 0.252785 loss_dfl: 0.187811 loss: 1.151114 eta: 18:04:15 batch_cost: 2.2480 data_cost: 0.0009 ips: 12.4556 images/s [11/20 01:44:02] ppdet.engine INFO: Epoch: [90] [2820/3251] learning_rate: 0.004088 loss_vfl: 0.687440 loss_bbox: 0.208908 loss_dfl: 0.153293 loss: 1.088118 eta: 18:03:31 batch_cost: 2.1579 data_cost: 0.0011 ips: 12.9754 images/s [11/20 01:44:49] ppdet.engine INFO: Epoch: [90] [2840/3251] learning_rate: 0.004082 loss_vfl: 0.707805 loss_bbox: 0.258246 loss_dfl: 0.189144 loss: 1.171347 eta: 18:02:47 batch_cost: 2.1700 data_cost: 0.0009 ips: 12.9031 images/s [11/20 01:45:37] ppdet.engine INFO: Epoch: [90] [2860/3251] learning_rate: 0.004077 loss_vfl: 0.715527 loss_bbox: 0.264145 loss_dfl: 0.185781 loss: 1.137865 eta: 18:02:04 batch_cost: 2.2959 data_cost: 0.0015 ips: 12.1957 images/s [11/20 01:46:25] ppdet.engine INFO: Epoch: [90] [2880/3251] learning_rate: 0.004071 loss_vfl: 0.712653 loss_bbox: 0.230629 loss_dfl: 0.166864 loss: 1.121991 eta: 18:01:20 batch_cost: 2.2238 data_cost: 0.0009 ips: 12.5912 images/s [11/20 01:47:13] ppdet.engine INFO: Epoch: [90] [2900/3251] learning_rate: 0.004066 loss_vfl: 0.731978 loss_bbox: 0.247537 loss_dfl: 0.173024 loss: 1.146170 eta: 18:00:36 batch_cost: 2.2228 data_cost: 0.0040 ips: 12.5969 images/s [11/20 01:48:02] ppdet.engine INFO: Epoch: [90] [2920/3251] learning_rate: 0.004060 loss_vfl: 0.711263 loss_bbox: 0.237509 loss_dfl: 0.173311 loss: 1.150508 eta: 17:59:53 batch_cost: 2.2971 data_cost: 0.0010 ips: 12.1893 images/s [11/20 01:48:51] ppdet.engine INFO: Epoch: [90] [2940/3251] learning_rate: 0.004055 loss_vfl: 0.711917 loss_bbox: 0.214486 loss_dfl: 0.169620 loss: 1.105679 eta: 17:59:09 batch_cost: 2.2043 data_cost: 0.0011 ips: 12.7026 images/s [11/20 01:49:37] ppdet.engine INFO: Epoch: [90] [2960/3251] learning_rate: 0.004049 loss_vfl: 0.714978 loss_bbox: 0.253568 loss_dfl: 0.184779 loss: 1.179833 eta: 17:58:25 batch_cost: 2.1828 data_cost: 0.0011 ips: 12.8278 images/s [11/20 01:50:23] ppdet.engine INFO: Epoch: [90] [2980/3251] learning_rate: 0.004044 loss_vfl: 0.724496 loss_bbox: 0.244211 loss_dfl: 0.161752 loss: 1.121173 eta: 17:57:41 batch_cost: 2.0839 data_cost: 0.0015 ips: 13.4361 images/s [11/20 01:51:11] ppdet.engine INFO: Epoch: [90] [3000/3251] learning_rate: 0.004039 loss_vfl: 0.696766 loss_bbox: 0.235445 loss_dfl: 0.169954 loss: 1.125471 eta: 17:56:57 batch_cost: 2.3039 data_cost: 0.0010 ips: 12.1533 images/s [11/20 01:52:00] ppdet.engine INFO: Epoch: [90] [3020/3251] learning_rate: 0.004033 loss_vfl: 0.713453 loss_bbox: 0.235729 loss_dfl: 0.169231 loss: 1.153555 eta: 17:56:14 batch_cost: 2.3319 data_cost: 0.0017 ips: 12.0073 images/s [11/20 01:52:44] ppdet.engine INFO: Epoch: [90] [3040/3251] learning_rate: 0.004028 loss_vfl: 0.718911 loss_bbox: 0.253425 loss_dfl: 0.178828 loss: 1.163406 eta: 17:55:30 batch_cost: 2.0832 data_cost: 0.0009 ips: 13.4407 images/s [11/20 01:53:33] ppdet.engine INFO: Epoch: [90] [3060/3251] learning_rate: 0.004022 loss_vfl: 0.699203 loss_bbox: 0.236195 loss_dfl: 0.163173 loss: 1.109210 eta: 17:54:46 batch_cost: 2.3262 data_cost: 0.0010 ips: 12.0367 images/s [11/20 01:54:20] ppdet.engine INFO: Epoch: [90] [3080/3251] learning_rate: 0.004017 loss_vfl: 0.725547 loss_bbox: 0.239144 loss_dfl: 0.172314 loss: 1.122865 eta: 17:54:03 batch_cost: 2.1631 data_cost: 0.0011 ips: 12.9443 images/s [11/20 01:55:07] ppdet.engine INFO: Epoch: [90] [3100/3251] learning_rate: 0.004011 loss_vfl: 0.692386 loss_bbox: 0.221135 loss_dfl: 0.154533 loss: 1.086279 eta: 17:53:19 batch_cost: 2.1651 data_cost: 0.0010 ips: 12.9324 images/s [11/20 01:55:54] ppdet.engine INFO: Epoch: [90] [3120/3251] learning_rate: 0.004006 loss_vfl: 0.702112 loss_bbox: 0.257233 loss_dfl: 0.181618 loss: 1.160320 eta: 17:52:35 batch_cost: 2.2314 data_cost: 0.0010 ips: 12.5482 images/s [11/20 01:56:41] ppdet.engine INFO: Epoch: [90] [3140/3251] learning_rate: 0.004001 loss_vfl: 0.749666 loss_bbox: 0.239015 loss_dfl: 0.176287 loss: 1.182374 eta: 17:51:51 batch_cost: 2.2184 data_cost: 0.0009 ips: 12.6217 images/s [11/20 01:57:28] ppdet.engine INFO: Epoch: [90] [3160/3251] learning_rate: 0.003995 loss_vfl: 0.728809 loss_bbox: 0.223745 loss_dfl: 0.158465 loss: 1.125520 eta: 17:51:08 batch_cost: 2.2223 data_cost: 0.0013 ips: 12.5998 images/s [11/20 01:58:18] ppdet.engine INFO: Epoch: [90] [3180/3251] learning_rate: 0.003990 loss_vfl: 0.727924 loss_bbox: 0.252800 loss_dfl: 0.192235 loss: 1.156514 eta: 17:50:24 batch_cost: 2.3746 data_cost: 0.0011 ips: 11.7913 images/s [11/20 01:59:04] ppdet.engine INFO: Epoch: [90] [3200/3251] learning_rate: 0.003984 loss_vfl: 0.722534 loss_bbox: 0.265263 loss_dfl: 0.184677 loss: 1.168599 eta: 17:49:40 batch_cost: 2.2215 data_cost: 0.0009 ips: 12.6040 images/s [11/20 01:59:54] ppdet.engine INFO: Epoch: [90] [3220/3251] learning_rate: 0.003979 loss_vfl: 0.698670 loss_bbox: 0.253262 loss_dfl: 0.175565 loss: 1.174438 eta: 17:48:57 batch_cost: 2.3762 data_cost: 0.0009 ips: 11.7836 images/s [11/20 02:00:40] ppdet.engine INFO: Epoch: [90] [3240/3251] learning_rate: 0.003974 loss_vfl: 0.719097 loss_bbox: 0.263831 loss_dfl: 0.184107 loss: 1.165699 eta: 17:48:13 batch_cost: 2.1066 data_cost: 0.0018 ips: 13.2917 images/s [11/20 02:01:19] ppdet.engine INFO: Epoch: [91] [ 0/3251] learning_rate: 0.003971 loss_vfl: 0.712019 loss_bbox: 0.246857 loss_dfl: 0.170413 loss: 1.112410 eta: 17:47:49 batch_cost: 2.2385 data_cost: 0.6223 ips: 12.5086 images/s [11/20 02:02:11] ppdet.engine INFO: Epoch: [91] [ 20/3251] learning_rate: 0.003965 loss_vfl: 0.745632 loss_bbox: 0.231302 loss_dfl: 0.170295 loss: 1.125879 eta: 17:47:06 batch_cost: 2.4933 data_cost: 0.0013 ips: 11.2301 images/s [11/20 02:02:59] ppdet.engine INFO: Epoch: [91] [ 40/3251] learning_rate: 0.003960 loss_vfl: 0.730688 loss_bbox: 0.236944 loss_dfl: 0.171011 loss: 1.137719 eta: 17:46:22 batch_cost: 2.2491 data_cost: 0.0013 ips: 12.4494 images/s [11/20 02:03:46] ppdet.engine INFO: Epoch: [91] [ 60/3251] learning_rate: 0.003954 loss_vfl: 0.717384 loss_bbox: 0.266271 loss_dfl: 0.188574 loss: 1.161743 eta: 17:45:39 batch_cost: 2.1877 data_cost: 0.0010 ips: 12.7990 images/s [11/20 02:04:34] ppdet.engine INFO: Epoch: [91] [ 80/3251] learning_rate: 0.003949 loss_vfl: 0.726978 loss_bbox: 0.224565 loss_dfl: 0.172477 loss: 1.131859 eta: 17:44:55 batch_cost: 2.1583 data_cost: 0.0013 ips: 12.9735 images/s [11/20 02:05:22] ppdet.engine INFO: Epoch: [91] [ 100/3251] learning_rate: 0.003944 loss_vfl: 0.712075 loss_bbox: 0.225009 loss_dfl: 0.166263 loss: 1.136777 eta: 17:44:11 batch_cost: 2.2691 data_cost: 0.0009 ips: 12.3396 images/s [11/20 02:06:10] ppdet.engine INFO: Epoch: [91] [ 120/3251] learning_rate: 0.003938 loss_vfl: 0.698570 loss_bbox: 0.243363 loss_dfl: 0.176500 loss: 1.117555 eta: 17:43:27 batch_cost: 2.2432 data_cost: 0.0010 ips: 12.4819 images/s [11/20 02:06:58] ppdet.engine INFO: Epoch: [91] [ 140/3251] learning_rate: 0.003933 loss_vfl: 0.723289 loss_bbox: 0.250667 loss_dfl: 0.178515 loss: 1.148253 eta: 17:42:44 batch_cost: 2.2462 data_cost: 0.0010 ips: 12.4657 images/s [11/20 02:07:46] ppdet.engine INFO: Epoch: [91] [ 160/3251] learning_rate: 0.003928 loss_vfl: 0.720776 loss_bbox: 0.241701 loss_dfl: 0.163836 loss: 1.131377 eta: 17:42:00 batch_cost: 2.2668 data_cost: 0.0016 ips: 12.3520 images/s [11/20 02:08:31] ppdet.engine INFO: Epoch: [91] [ 180/3251] learning_rate: 0.003922 loss_vfl: 0.715790 loss_bbox: 0.247657 loss_dfl: 0.164978 loss: 1.131878 eta: 17:41:16 batch_cost: 2.1665 data_cost: 0.0010 ips: 12.9240 images/s [11/20 02:09:18] ppdet.engine INFO: Epoch: [91] [ 200/3251] learning_rate: 0.003917 loss_vfl: 0.711439 loss_bbox: 0.226705 loss_dfl: 0.170807 loss: 1.119735 eta: 17:40:32 batch_cost: 2.1636 data_cost: 0.0010 ips: 12.9412 images/s [11/20 02:10:06] ppdet.engine INFO: Epoch: [91] [ 220/3251] learning_rate: 0.003912 loss_vfl: 0.698627 loss_bbox: 0.229699 loss_dfl: 0.162462 loss: 1.137860 eta: 17:39:49 batch_cost: 2.2820 data_cost: 0.0009 ips: 12.2700 images/s [11/20 02:10:55] ppdet.engine INFO: Epoch: [91] [ 240/3251] learning_rate: 0.003906 loss_vfl: 0.713362 loss_bbox: 0.226926 loss_dfl: 0.164983 loss: 1.111016 eta: 17:39:05 batch_cost: 2.3540 data_cost: 0.0010 ips: 11.8946 images/s [11/20 02:11:43] ppdet.engine INFO: Epoch: [91] [ 260/3251] learning_rate: 0.003901 loss_vfl: 0.703603 loss_bbox: 0.228042 loss_dfl: 0.164631 loss: 1.071035 eta: 17:38:21 batch_cost: 2.1950 data_cost: 0.0009 ips: 12.7563 images/s [11/20 02:12:31] ppdet.engine INFO: Epoch: [91] [ 280/3251] learning_rate: 0.003895 loss_vfl: 0.707999 loss_bbox: 0.284615 loss_dfl: 0.197580 loss: 1.208846 eta: 17:37:38 batch_cost: 2.2884 data_cost: 0.0011 ips: 12.2356 images/s [11/20 02:13:18] ppdet.engine INFO: Epoch: [91] [ 300/3251] learning_rate: 0.003890 loss_vfl: 0.721539 loss_bbox: 0.229925 loss_dfl: 0.170133 loss: 1.143773 eta: 17:36:54 batch_cost: 2.2120 data_cost: 0.0010 ips: 12.6580 images/s [11/20 02:14:04] ppdet.engine INFO: Epoch: [91] [ 320/3251] learning_rate: 0.003885 loss_vfl: 0.716037 loss_bbox: 0.239818 loss_dfl: 0.177355 loss: 1.126538 eta: 17:36:10 batch_cost: 2.1869 data_cost: 0.0009 ips: 12.8034 images/s [11/20 02:14:51] ppdet.engine INFO: Epoch: [91] [ 340/3251] learning_rate: 0.003879 loss_vfl: 0.732640 loss_bbox: 0.234915 loss_dfl: 0.176404 loss: 1.115577 eta: 17:35:27 batch_cost: 2.2513 data_cost: 0.0010 ips: 12.4372 images/s [11/20 02:15:38] ppdet.engine INFO: Epoch: [91] [ 360/3251] learning_rate: 0.003874 loss_vfl: 0.707015 loss_bbox: 0.262100 loss_dfl: 0.185924 loss: 1.164497 eta: 17:34:43 batch_cost: 2.2106 data_cost: 0.0010 ips: 12.6665 images/s [11/20 02:16:26] ppdet.engine INFO: Epoch: [91] [ 380/3251] learning_rate: 0.003869 loss_vfl: 0.716920 loss_bbox: 0.240104 loss_dfl: 0.165586 loss: 1.133530 eta: 17:33:59 batch_cost: 2.3092 data_cost: 0.0009 ips: 12.1255 images/s [11/20 02:17:14] ppdet.engine INFO: Epoch: [91] [ 400/3251] learning_rate: 0.003864 loss_vfl: 0.694256 loss_bbox: 0.235390 loss_dfl: 0.175634 loss: 1.103095 eta: 17:33:16 batch_cost: 2.2950 data_cost: 0.0009 ips: 12.2005 images/s [11/20 02:18:04] ppdet.engine INFO: Epoch: [91] [ 420/3251] learning_rate: 0.003858 loss_vfl: 0.720213 loss_bbox: 0.262966 loss_dfl: 0.178758 loss: 1.189545 eta: 17:32:32 batch_cost: 2.3649 data_cost: 0.0010 ips: 11.8398 images/s [11/20 02:18:51] ppdet.engine INFO: Epoch: [91] [ 440/3251] learning_rate: 0.003853 loss_vfl: 0.693240 loss_bbox: 0.281156 loss_dfl: 0.187665 loss: 1.188478 eta: 17:31:49 batch_cost: 2.2057 data_cost: 0.0012 ips: 12.6945 images/s [11/20 02:19:38] ppdet.engine INFO: Epoch: [91] [ 460/3251] learning_rate: 0.003848 loss_vfl: 0.705067 loss_bbox: 0.223586 loss_dfl: 0.173599 loss: 1.129003 eta: 17:31:05 batch_cost: 2.2210 data_cost: 0.0013 ips: 12.6072 images/s [11/20 02:20:27] ppdet.engine INFO: Epoch: [91] [ 480/3251] learning_rate: 0.003842 loss_vfl: 0.706296 loss_bbox: 0.239026 loss_dfl: 0.163204 loss: 1.133245 eta: 17:30:21 batch_cost: 2.3584 data_cost: 0.0011 ips: 11.8726 images/s [11/20 02:21:13] ppdet.engine INFO: Epoch: [91] [ 500/3251] learning_rate: 0.003837 loss_vfl: 0.714848 loss_bbox: 0.259818 loss_dfl: 0.176023 loss: 1.120280 eta: 17:29:38 batch_cost: 2.2020 data_cost: 0.0009 ips: 12.7155 images/s [11/20 02:22:00] ppdet.engine INFO: Epoch: [91] [ 520/3251] learning_rate: 0.003832 loss_vfl: 0.671863 loss_bbox: 0.257159 loss_dfl: 0.181326 loss: 1.116614 eta: 17:28:54 batch_cost: 2.1772 data_cost: 0.0010 ips: 12.8608 images/s [11/20 02:22:45] ppdet.engine INFO: Epoch: [91] [ 540/3251] learning_rate: 0.003826 loss_vfl: 0.710110 loss_bbox: 0.282841 loss_dfl: 0.203576 loss: 1.178774 eta: 17:28:10 batch_cost: 2.0998 data_cost: 0.0009 ips: 13.3343 images/s [11/20 02:23:34] ppdet.engine INFO: Epoch: [91] [ 560/3251] learning_rate: 0.003821 loss_vfl: 0.708928 loss_bbox: 0.277413 loss_dfl: 0.174964 loss: 1.179848 eta: 17:27:26 batch_cost: 2.3323 data_cost: 0.0009 ips: 12.0055 images/s [11/20 02:24:21] ppdet.engine INFO: Epoch: [91] [ 580/3251] learning_rate: 0.003816 loss_vfl: 0.727633 loss_bbox: 0.257245 loss_dfl: 0.175459 loss: 1.167797 eta: 17:26:43 batch_cost: 2.2315 data_cost: 0.0011 ips: 12.5475 images/s [11/20 02:25:10] ppdet.engine INFO: Epoch: [91] [ 600/3251] learning_rate: 0.003810 loss_vfl: 0.710956 loss_bbox: 0.254275 loss_dfl: 0.174640 loss: 1.156721 eta: 17:25:59 batch_cost: 2.3178 data_cost: 0.0009 ips: 12.0803 images/s [11/20 02:25:56] ppdet.engine INFO: Epoch: [91] [ 620/3251] learning_rate: 0.003805 loss_vfl: 0.726767 loss_bbox: 0.242401 loss_dfl: 0.172363 loss: 1.116791 eta: 17:25:15 batch_cost: 2.1654 data_cost: 0.0011 ips: 12.9307 images/s [11/20 02:26:41] ppdet.engine INFO: Epoch: [91] [ 640/3251] learning_rate: 0.003800 loss_vfl: 0.719782 loss_bbox: 0.230445 loss_dfl: 0.157045 loss: 1.116614 eta: 17:24:31 batch_cost: 2.1353 data_cost: 0.0016 ips: 13.1130 images/s [11/20 02:27:29] ppdet.engine INFO: Epoch: [91] [ 660/3251] learning_rate: 0.003795 loss_vfl: 0.722503 loss_bbox: 0.256051 loss_dfl: 0.189416 loss: 1.159037 eta: 17:23:48 batch_cost: 2.2656 data_cost: 0.0010 ips: 12.3589 images/s [11/20 02:28:16] ppdet.engine INFO: Epoch: [91] [ 680/3251] learning_rate: 0.003789 loss_vfl: 0.711121 loss_bbox: 0.233756 loss_dfl: 0.169144 loss: 1.109093 eta: 17:23:04 batch_cost: 2.2190 data_cost: 0.0013 ips: 12.6183 images/s [11/20 02:29:03] ppdet.engine INFO: Epoch: [91] [ 700/3251] learning_rate: 0.003784 loss_vfl: 0.695966 loss_bbox: 0.239001 loss_dfl: 0.184996 loss: 1.092429 eta: 17:22:20 batch_cost: 2.1600 data_cost: 0.0010 ips: 12.9628 images/s [11/20 02:29:51] ppdet.engine INFO: Epoch: [91] [ 720/3251] learning_rate: 0.003779 loss_vfl: 0.695213 loss_bbox: 0.259105 loss_dfl: 0.190771 loss: 1.142887 eta: 17:21:36 batch_cost: 2.2727 data_cost: 0.0012 ips: 12.3203 images/s [11/20 02:30:40] ppdet.engine INFO: Epoch: [91] [ 740/3251] learning_rate: 0.003774 loss_vfl: 0.715480 loss_bbox: 0.244704 loss_dfl: 0.160780 loss: 1.130199 eta: 17:20:53 batch_cost: 2.3699 data_cost: 0.0015 ips: 11.8148 images/s [11/20 02:31:26] ppdet.engine INFO: Epoch: [91] [ 760/3251] learning_rate: 0.003768 loss_vfl: 0.703354 loss_bbox: 0.239329 loss_dfl: 0.168389 loss: 1.132051 eta: 17:20:09 batch_cost: 2.1503 data_cost: 0.0009 ips: 13.0215 images/s [11/20 02:32:12] ppdet.engine INFO: Epoch: [91] [ 780/3251] learning_rate: 0.003763 loss_vfl: 0.701424 loss_bbox: 0.266842 loss_dfl: 0.172408 loss: 1.140172 eta: 17:19:25 batch_cost: 2.0746 data_cost: 0.0011 ips: 13.4965 images/s [11/20 02:33:00] ppdet.engine INFO: Epoch: [91] [ 800/3251] learning_rate: 0.003758 loss_vfl: 0.718021 loss_bbox: 0.266312 loss_dfl: 0.177556 loss: 1.159911 eta: 17:18:41 batch_cost: 2.2295 data_cost: 0.0010 ips: 12.5591 images/s [11/20 02:33:49] ppdet.engine INFO: Epoch: [91] [ 820/3251] learning_rate: 0.003753 loss_vfl: 0.714858 loss_bbox: 0.279519 loss_dfl: 0.183667 loss: 1.168806 eta: 17:17:58 batch_cost: 2.3291 data_cost: 0.0009 ips: 12.0216 images/s [11/20 02:34:36] ppdet.engine INFO: Epoch: [91] [ 840/3251] learning_rate: 0.003747 loss_vfl: 0.683171 loss_bbox: 0.247381 loss_dfl: 0.174951 loss: 1.142733 eta: 17:17:14 batch_cost: 2.1982 data_cost: 0.0011 ips: 12.7375 images/s [11/20 02:35:23] ppdet.engine INFO: Epoch: [91] [ 860/3251] learning_rate: 0.003742 loss_vfl: 0.706793 loss_bbox: 0.246312 loss_dfl: 0.175514 loss: 1.115224 eta: 17:16:30 batch_cost: 2.2446 data_cost: 0.0010 ips: 12.4744 images/s [11/20 02:36:11] ppdet.engine INFO: Epoch: [91] [ 880/3251] learning_rate: 0.003737 loss_vfl: 0.708001 loss_bbox: 0.250004 loss_dfl: 0.182447 loss: 1.162430 eta: 17:15:47 batch_cost: 2.2989 data_cost: 0.0011 ips: 12.1795 images/s [11/20 02:36:57] ppdet.engine INFO: Epoch: [91] [ 900/3251] learning_rate: 0.003732 loss_vfl: 0.702547 loss_bbox: 0.259716 loss_dfl: 0.182989 loss: 1.141461 eta: 17:15:03 batch_cost: 2.1661 data_cost: 0.0011 ips: 12.9265 images/s [11/20 02:37:43] ppdet.engine INFO: Epoch: [91] [ 920/3251] learning_rate: 0.003726 loss_vfl: 0.748639 loss_bbox: 0.246026 loss_dfl: 0.167281 loss: 1.168144 eta: 17:14:19 batch_cost: 2.1924 data_cost: 0.0020 ips: 12.7713 images/s [11/20 02:38:30] ppdet.engine INFO: Epoch: [91] [ 940/3251] learning_rate: 0.003721 loss_vfl: 0.700748 loss_bbox: 0.260399 loss_dfl: 0.185856 loss: 1.110943 eta: 17:13:35 batch_cost: 2.2133 data_cost: 0.0010 ips: 12.6506 images/s [11/20 02:39:16] ppdet.engine INFO: Epoch: [91] [ 960/3251] learning_rate: 0.003716 loss_vfl: 0.704196 loss_bbox: 0.254271 loss_dfl: 0.170510 loss: 1.124008 eta: 17:12:51 batch_cost: 2.1280 data_cost: 0.0010 ips: 13.1580 images/s [11/20 02:40:02] ppdet.engine INFO: Epoch: [91] [ 980/3251] learning_rate: 0.003711 loss_vfl: 0.721193 loss_bbox: 0.241289 loss_dfl: 0.174108 loss: 1.127778 eta: 17:12:08 batch_cost: 2.1841 data_cost: 0.0009 ips: 12.8201 images/s [11/20 02:40:49] ppdet.engine INFO: Epoch: [91] [1000/3251] learning_rate: 0.003706 loss_vfl: 0.705594 loss_bbox: 0.288393 loss_dfl: 0.196297 loss: 1.206847 eta: 17:11:24 batch_cost: 2.2128 data_cost: 0.0010 ips: 12.6536 images/s [11/20 02:41:36] ppdet.engine INFO: Epoch: [91] [1020/3251] learning_rate: 0.003700 loss_vfl: 0.728230 loss_bbox: 0.246952 loss_dfl: 0.169096 loss: 1.156473 eta: 17:10:40 batch_cost: 2.1963 data_cost: 0.0010 ips: 12.7489 images/s [11/20 02:42:23] ppdet.engine INFO: Epoch: [91] [1040/3251] learning_rate: 0.003695 loss_vfl: 0.735761 loss_bbox: 0.226813 loss_dfl: 0.161815 loss: 1.139933 eta: 17:09:56 batch_cost: 2.1488 data_cost: 0.0009 ips: 13.0306 images/s [11/20 02:43:09] ppdet.engine INFO: Epoch: [91] [1060/3251] learning_rate: 0.003690 loss_vfl: 0.712672 loss_bbox: 0.226675 loss_dfl: 0.165589 loss: 1.088870 eta: 17:09:12 batch_cost: 2.1843 data_cost: 0.0011 ips: 12.8188 images/s [11/20 02:43:56] ppdet.engine INFO: Epoch: [91] [1080/3251] learning_rate: 0.003685 loss_vfl: 0.714742 loss_bbox: 0.240845 loss_dfl: 0.177282 loss: 1.147589 eta: 17:08:28 batch_cost: 2.1481 data_cost: 0.0009 ips: 13.0350 images/s [11/20 02:44:43] ppdet.engine INFO: Epoch: [91] [1100/3251] learning_rate: 0.003679 loss_vfl: 0.718302 loss_bbox: 0.262441 loss_dfl: 0.176866 loss: 1.137274 eta: 17:07:45 batch_cost: 2.2267 data_cost: 0.0011 ips: 12.5747 images/s [11/20 02:45:29] ppdet.engine INFO: Epoch: [91] [1120/3251] learning_rate: 0.003674 loss_vfl: 0.709253 loss_bbox: 0.244037 loss_dfl: 0.167992 loss: 1.120818 eta: 17:07:01 batch_cost: 2.1784 data_cost: 0.0012 ips: 12.8533 images/s [11/20 02:46:18] ppdet.engine INFO: Epoch: [91] [1140/3251] learning_rate: 0.003669 loss_vfl: 0.718562 loss_bbox: 0.225351 loss_dfl: 0.166342 loss: 1.128694 eta: 17:06:17 batch_cost: 2.3197 data_cost: 0.0009 ips: 12.0706 images/s [11/20 02:47:06] ppdet.engine INFO: Epoch: [91] [1160/3251] learning_rate: 0.003664 loss_vfl: 0.731059 loss_bbox: 0.274487 loss_dfl: 0.187273 loss: 1.189261 eta: 17:05:34 batch_cost: 2.3288 data_cost: 0.0010 ips: 12.0235 images/s [11/20 02:47:53] ppdet.engine INFO: Epoch: [91] [1180/3251] learning_rate: 0.003659 loss_vfl: 0.729763 loss_bbox: 0.255566 loss_dfl: 0.179208 loss: 1.166656 eta: 17:04:50 batch_cost: 2.2026 data_cost: 0.0010 ips: 12.7124 images/s [11/20 02:48:40] ppdet.engine INFO: Epoch: [91] [1200/3251] learning_rate: 0.003654 loss_vfl: 0.703665 loss_bbox: 0.238198 loss_dfl: 0.173057 loss: 1.131425 eta: 17:04:06 batch_cost: 2.1869 data_cost: 0.0011 ips: 12.8037 images/s [11/20 02:49:29] ppdet.engine INFO: Epoch: [91] [1220/3251] learning_rate: 0.003648 loss_vfl: 0.696680 loss_bbox: 0.253251 loss_dfl: 0.182453 loss: 1.148164 eta: 17:03:23 batch_cost: 2.3395 data_cost: 0.0010 ips: 11.9683 images/s [11/20 02:50:15] ppdet.engine INFO: Epoch: [91] [1240/3251] learning_rate: 0.003643 loss_vfl: 0.719571 loss_bbox: 0.242856 loss_dfl: 0.175556 loss: 1.156446 eta: 17:02:39 batch_cost: 2.1144 data_cost: 0.0009 ips: 13.2422 images/s [11/20 02:51:01] ppdet.engine INFO: Epoch: [91] [1260/3251] learning_rate: 0.003638 loss_vfl: 0.737163 loss_bbox: 0.237958 loss_dfl: 0.172316 loss: 1.143612 eta: 17:01:55 batch_cost: 2.1832 data_cost: 0.0009 ips: 12.8253 images/s [11/20 02:51:49] ppdet.engine INFO: Epoch: [91] [1280/3251] learning_rate: 0.003633 loss_vfl: 0.727674 loss_bbox: 0.256196 loss_dfl: 0.169798 loss: 1.174180 eta: 17:01:11 batch_cost: 2.2514 data_cost: 0.0011 ips: 12.4370 images/s [11/20 02:52:36] ppdet.engine INFO: Epoch: [91] [1300/3251] learning_rate: 0.003628 loss_vfl: 0.730492 loss_bbox: 0.233462 loss_dfl: 0.172325 loss: 1.143177 eta: 17:00:28 batch_cost: 2.2664 data_cost: 0.0010 ips: 12.3544 images/s [11/20 02:53:22] ppdet.engine INFO: Epoch: [91] [1320/3251] learning_rate: 0.003623 loss_vfl: 0.713049 loss_bbox: 0.242768 loss_dfl: 0.184986 loss: 1.155368 eta: 16:59:44 batch_cost: 2.1263 data_cost: 0.0010 ips: 13.1685 images/s [11/20 02:54:10] ppdet.engine INFO: Epoch: [91] [1340/3251] learning_rate: 0.003617 loss_vfl: 0.702326 loss_bbox: 0.258566 loss_dfl: 0.185597 loss: 1.147253 eta: 16:59:00 batch_cost: 2.2826 data_cost: 0.0010 ips: 12.2670 images/s [11/20 02:54:55] ppdet.engine INFO: Epoch: [91] [1360/3251] learning_rate: 0.003612 loss_vfl: 0.709590 loss_bbox: 0.243542 loss_dfl: 0.165700 loss: 1.127139 eta: 16:58:16 batch_cost: 2.0766 data_cost: 0.0011 ips: 13.4837 images/s [11/20 02:55:43] ppdet.engine INFO: Epoch: [91] [1380/3251] learning_rate: 0.003607 loss_vfl: 0.716363 loss_bbox: 0.227930 loss_dfl: 0.175207 loss: 1.132944 eta: 16:57:32 batch_cost: 2.2629 data_cost: 0.0009 ips: 12.3737 images/s [11/20 02:56:29] ppdet.engine INFO: Epoch: [91] [1400/3251] learning_rate: 0.003602 loss_vfl: 0.726089 loss_bbox: 0.258620 loss_dfl: 0.182202 loss: 1.165216 eta: 16:56:48 batch_cost: 2.1123 data_cost: 0.0010 ips: 13.2557 images/s [11/20 02:57:17] ppdet.engine INFO: Epoch: [91] [1420/3251] learning_rate: 0.003597 loss_vfl: 0.722767 loss_bbox: 0.241004 loss_dfl: 0.167490 loss: 1.125686 eta: 16:56:05 batch_cost: 2.3063 data_cost: 0.0009 ips: 12.1406 images/s [11/20 02:58:05] ppdet.engine INFO: Epoch: [91] [1440/3251] learning_rate: 0.003592 loss_vfl: 0.723477 loss_bbox: 0.282569 loss_dfl: 0.187676 loss: 1.193537 eta: 16:55:21 batch_cost: 2.2236 data_cost: 0.0011 ips: 12.5922 images/s [11/20 02:58:50] ppdet.engine INFO: Epoch: [91] [1460/3251] learning_rate: 0.003587 loss_vfl: 0.713481 loss_bbox: 0.234382 loss_dfl: 0.162481 loss: 1.123742 eta: 16:54:37 batch_cost: 2.1031 data_cost: 0.0009 ips: 13.3136 images/s [11/20 02:59:37] ppdet.engine INFO: Epoch: [91] [1480/3251] learning_rate: 0.003581 loss_vfl: 0.708241 loss_bbox: 0.228508 loss_dfl: 0.162846 loss: 1.096458 eta: 16:53:53 batch_cost: 2.2426 data_cost: 0.0012 ips: 12.4853 images/s [11/20 03:00:25] ppdet.engine INFO: Epoch: [91] [1500/3251] learning_rate: 0.003576 loss_vfl: 0.712465 loss_bbox: 0.261734 loss_dfl: 0.183166 loss: 1.158129 eta: 16:53:10 batch_cost: 2.1711 data_cost: 0.0010 ips: 12.8969 images/s [11/20 03:01:15] ppdet.engine INFO: Epoch: [91] [1520/3251] learning_rate: 0.003571 loss_vfl: 0.740720 loss_bbox: 0.260415 loss_dfl: 0.184726 loss: 1.197459 eta: 16:52:26 batch_cost: 2.3367 data_cost: 0.0021 ips: 11.9827 images/s [11/20 03:01:59] ppdet.engine INFO: Epoch: [91] [1540/3251] learning_rate: 0.003566 loss_vfl: 0.706662 loss_bbox: 0.254552 loss_dfl: 0.168467 loss: 1.156492 eta: 16:51:42 batch_cost: 2.1000 data_cost: 0.0011 ips: 13.3332 images/s [11/20 03:02:49] ppdet.engine INFO: Epoch: [91] [1560/3251] learning_rate: 0.003561 loss_vfl: 0.717517 loss_bbox: 0.272529 loss_dfl: 0.201034 loss: 1.164231 eta: 16:50:59 batch_cost: 2.3530 data_cost: 0.0009 ips: 11.8996 images/s [11/20 03:03:35] ppdet.engine INFO: Epoch: [91] [1580/3251] learning_rate: 0.003556 loss_vfl: 0.706653 loss_bbox: 0.255903 loss_dfl: 0.174624 loss: 1.153580 eta: 16:50:15 batch_cost: 2.1414 data_cost: 0.0010 ips: 13.0755 images/s [11/20 03:04:22] ppdet.engine INFO: Epoch: [91] [1600/3251] learning_rate: 0.003551 loss_vfl: 0.705165 loss_bbox: 0.250310 loss_dfl: 0.181614 loss: 1.149479 eta: 16:49:31 batch_cost: 2.1406 data_cost: 0.0011 ips: 13.0802 images/s [11/20 03:05:07] ppdet.engine INFO: Epoch: [91] [1620/3251] learning_rate: 0.003546 loss_vfl: 0.715974 loss_bbox: 0.236000 loss_dfl: 0.172834 loss: 1.113795 eta: 16:48:47 batch_cost: 2.1730 data_cost: 0.0010 ips: 12.8856 images/s [11/20 03:05:54] ppdet.engine INFO: Epoch: [91] [1640/3251] learning_rate: 0.003541 loss_vfl: 0.724877 loss_bbox: 0.270256 loss_dfl: 0.182916 loss: 1.184554 eta: 16:48:03 batch_cost: 2.2145 data_cost: 0.0013 ips: 12.6438 images/s [11/20 03:06:39] ppdet.engine INFO: Epoch: [91] [1660/3251] learning_rate: 0.003535 loss_vfl: 0.705301 loss_bbox: 0.245918 loss_dfl: 0.175048 loss: 1.135764 eta: 16:47:19 batch_cost: 2.1798 data_cost: 0.0014 ips: 12.8453 images/s [11/20 03:07:26] ppdet.engine INFO: Epoch: [91] [1680/3251] learning_rate: 0.003530 loss_vfl: 0.709876 loss_bbox: 0.249769 loss_dfl: 0.163969 loss: 1.116345 eta: 16:46:36 batch_cost: 2.2337 data_cost: 0.0012 ips: 12.5353 images/s [11/20 03:08:14] ppdet.engine INFO: Epoch: [91] [1700/3251] learning_rate: 0.003525 loss_vfl: 0.722220 loss_bbox: 0.269117 loss_dfl: 0.173394 loss: 1.165944 eta: 16:45:52 batch_cost: 2.2886 data_cost: 0.0009 ips: 12.2344 images/s [11/20 03:09:03] ppdet.engine INFO: Epoch: [91] [1720/3251] learning_rate: 0.003520 loss_vfl: 0.710756 loss_bbox: 0.254069 loss_dfl: 0.174799 loss: 1.168335 eta: 16:45:09 batch_cost: 2.3328 data_cost: 0.0009 ips: 12.0030 images/s [11/20 03:09:50] ppdet.engine INFO: Epoch: [91] [1740/3251] learning_rate: 0.003515 loss_vfl: 0.711300 loss_bbox: 0.210995 loss_dfl: 0.161296 loss: 1.085849 eta: 16:44:25 batch_cost: 2.2563 data_cost: 0.0009 ips: 12.4096 images/s [11/20 03:10:38] ppdet.engine INFO: Epoch: [91] [1760/3251] learning_rate: 0.003510 loss_vfl: 0.696855 loss_bbox: 0.229342 loss_dfl: 0.163920 loss: 1.090093 eta: 16:43:41 batch_cost: 2.2858 data_cost: 0.0011 ips: 12.2493 images/s [11/20 03:11:23] ppdet.engine INFO: Epoch: [91] [1780/3251] learning_rate: 0.003505 loss_vfl: 0.722276 loss_bbox: 0.231088 loss_dfl: 0.167452 loss: 1.124589 eta: 16:42:57 batch_cost: 2.1508 data_cost: 0.0009 ips: 13.0185 images/s [11/20 03:12:10] ppdet.engine INFO: Epoch: [91] [1800/3251] learning_rate: 0.003500 loss_vfl: 0.709369 loss_bbox: 0.245401 loss_dfl: 0.169465 loss: 1.117508 eta: 16:42:14 batch_cost: 2.2348 data_cost: 0.0012 ips: 12.5290 images/s [11/20 03:12:56] ppdet.engine INFO: Epoch: [91] [1820/3251] learning_rate: 0.003495 loss_vfl: 0.689336 loss_bbox: 0.263012 loss_dfl: 0.184447 loss: 1.151215 eta: 16:41:30 batch_cost: 2.1228 data_cost: 0.0010 ips: 13.1900 images/s [11/20 03:13:43] ppdet.engine INFO: Epoch: [91] [1840/3251] learning_rate: 0.003490 loss_vfl: 0.717082 loss_bbox: 0.229242 loss_dfl: 0.157115 loss: 1.146683 eta: 16:40:46 batch_cost: 2.1474 data_cost: 0.0009 ips: 13.0392 images/s [11/20 03:14:30] ppdet.engine INFO: Epoch: [91] [1860/3251] learning_rate: 0.003485 loss_vfl: 0.726542 loss_bbox: 0.248036 loss_dfl: 0.179831 loss: 1.164100 eta: 16:40:02 batch_cost: 2.1865 data_cost: 0.0025 ips: 12.8058 images/s [11/20 03:15:17] ppdet.engine INFO: Epoch: [91] [1880/3251] learning_rate: 0.003480 loss_vfl: 0.722136 loss_bbox: 0.268123 loss_dfl: 0.189306 loss: 1.194294 eta: 16:39:18 batch_cost: 2.1877 data_cost: 0.0010 ips: 12.7988 images/s [11/20 03:16:03] ppdet.engine INFO: Epoch: [91] [1900/3251] learning_rate: 0.003475 loss_vfl: 0.722956 loss_bbox: 0.239198 loss_dfl: 0.171227 loss: 1.147771 eta: 16:38:34 batch_cost: 2.1190 data_cost: 0.0010 ips: 13.2139 images/s [11/20 03:16:50] ppdet.engine INFO: Epoch: [91] [1920/3251] learning_rate: 0.003470 loss_vfl: 0.692758 loss_bbox: 0.269337 loss_dfl: 0.182523 loss: 1.147118 eta: 16:37:51 batch_cost: 2.2470 data_cost: 0.0010 ips: 12.4613 images/s [11/20 03:17:35] ppdet.engine INFO: Epoch: [91] [1940/3251] learning_rate: 0.003465 loss_vfl: 0.703356 loss_bbox: 0.249428 loss_dfl: 0.171002 loss: 1.108404 eta: 16:37:07 batch_cost: 2.1455 data_cost: 0.0011 ips: 13.0508 images/s [11/20 03:18:22] ppdet.engine INFO: Epoch: [91] [1960/3251] learning_rate: 0.003459 loss_vfl: 0.696226 loss_bbox: 0.244780 loss_dfl: 0.182734 loss: 1.132967 eta: 16:36:23 batch_cost: 2.2081 data_cost: 0.0009 ips: 12.6807 images/s [11/20 03:19:08] ppdet.engine INFO: Epoch: [91] [1980/3251] learning_rate: 0.003454 loss_vfl: 0.713431 loss_bbox: 0.233286 loss_dfl: 0.171969 loss: 1.134769 eta: 16:35:39 batch_cost: 2.1957 data_cost: 0.0016 ips: 12.7522 images/s [11/20 03:19:57] ppdet.engine INFO: Epoch: [91] [2000/3251] learning_rate: 0.003449 loss_vfl: 0.711400 loss_bbox: 0.234789 loss_dfl: 0.164412 loss: 1.101864 eta: 16:34:56 batch_cost: 2.3205 data_cost: 0.0010 ips: 12.0661 images/s [11/20 03:20:44] ppdet.engine INFO: Epoch: [91] [2020/3251] learning_rate: 0.003444 loss_vfl: 0.706562 loss_bbox: 0.238589 loss_dfl: 0.163159 loss: 1.171183 eta: 16:34:12 batch_cost: 2.2108 data_cost: 0.0010 ips: 12.6649 images/s [11/20 03:21:33] ppdet.engine INFO: Epoch: [91] [2040/3251] learning_rate: 0.003439 loss_vfl: 0.706207 loss_bbox: 0.222348 loss_dfl: 0.160490 loss: 1.101408 eta: 16:33:28 batch_cost: 2.3193 data_cost: 0.0011 ips: 12.0725 images/s [11/20 03:22:18] ppdet.engine INFO: Epoch: [91] [2060/3251] learning_rate: 0.003434 loss_vfl: 0.710480 loss_bbox: 0.256036 loss_dfl: 0.191699 loss: 1.179676 eta: 16:32:44 batch_cost: 2.1316 data_cost: 0.0010 ips: 13.1357 images/s [11/20 03:23:04] ppdet.engine INFO: Epoch: [91] [2080/3251] learning_rate: 0.003429 loss_vfl: 0.720318 loss_bbox: 0.226149 loss_dfl: 0.171580 loss: 1.121367 eta: 16:32:01 batch_cost: 2.1630 data_cost: 0.0016 ips: 12.9452 images/s [11/20 03:23:49] ppdet.engine INFO: Epoch: [91] [2100/3251] learning_rate: 0.003424 loss_vfl: 0.709220 loss_bbox: 0.260831 loss_dfl: 0.177562 loss: 1.150361 eta: 16:31:17 batch_cost: 2.0991 data_cost: 0.0010 ips: 13.3393 images/s [11/20 03:24:35] ppdet.engine INFO: Epoch: [91] [2120/3251] learning_rate: 0.003419 loss_vfl: 0.712624 loss_bbox: 0.263970 loss_dfl: 0.176503 loss: 1.114413 eta: 16:30:33 batch_cost: 2.1818 data_cost: 0.0010 ips: 12.8333 images/s [11/20 03:25:21] ppdet.engine INFO: Epoch: [91] [2140/3251] learning_rate: 0.003414 loss_vfl: 0.706018 loss_bbox: 0.262875 loss_dfl: 0.172358 loss: 1.147962 eta: 16:29:49 batch_cost: 2.1967 data_cost: 0.0011 ips: 12.7466 images/s [11/20 03:26:09] ppdet.engine INFO: Epoch: [91] [2160/3251] learning_rate: 0.003409 loss_vfl: 0.719621 loss_bbox: 0.259214 loss_dfl: 0.175208 loss: 1.153926 eta: 16:29:05 batch_cost: 2.2660 data_cost: 0.0009 ips: 12.3568 images/s [11/20 03:26:57] ppdet.engine INFO: Epoch: [91] [2180/3251] learning_rate: 0.003404 loss_vfl: 0.709112 loss_bbox: 0.230242 loss_dfl: 0.168627 loss: 1.118141 eta: 16:28:22 batch_cost: 2.2432 data_cost: 0.0013 ips: 12.4824 images/s [11/20 03:27:46] ppdet.engine INFO: Epoch: [91] [2200/3251] learning_rate: 0.003399 loss_vfl: 0.727852 loss_bbox: 0.247026 loss_dfl: 0.176692 loss: 1.141794 eta: 16:27:38 batch_cost: 2.3246 data_cost: 0.0010 ips: 12.0452 images/s [11/20 03:28:34] ppdet.engine INFO: Epoch: [91] [2220/3251] learning_rate: 0.003394 loss_vfl: 0.708542 loss_bbox: 0.208578 loss_dfl: 0.152053 loss: 1.110057 eta: 16:26:55 batch_cost: 2.2927 data_cost: 0.0010 ips: 12.2124 images/s [11/20 03:29:21] ppdet.engine INFO: Epoch: [91] [2240/3251] learning_rate: 0.003389 loss_vfl: 0.686664 loss_bbox: 0.229255 loss_dfl: 0.174549 loss: 1.115924 eta: 16:26:11 batch_cost: 2.2308 data_cost: 0.0010 ips: 12.5516 images/s [11/20 03:30:09] ppdet.engine INFO: Epoch: [91] [2260/3251] learning_rate: 0.003384 loss_vfl: 0.711692 loss_bbox: 0.225685 loss_dfl: 0.157343 loss: 1.125718 eta: 16:25:27 batch_cost: 2.2342 data_cost: 0.0013 ips: 12.5326 images/s [11/20 03:30:58] ppdet.engine INFO: Epoch: [91] [2280/3251] learning_rate: 0.003379 loss_vfl: 0.734120 loss_bbox: 0.255150 loss_dfl: 0.178688 loss: 1.165601 eta: 16:24:44 batch_cost: 2.3097 data_cost: 0.0009 ips: 12.1228 images/s [11/20 03:31:44] ppdet.engine INFO: Epoch: [91] [2300/3251] learning_rate: 0.003374 loss_vfl: 0.723508 loss_bbox: 0.250219 loss_dfl: 0.176292 loss: 1.186491 eta: 16:24:00 batch_cost: 2.0824 data_cost: 0.0019 ips: 13.4462 images/s [11/20 03:32:31] ppdet.engine INFO: Epoch: [91] [2320/3251] learning_rate: 0.003369 loss_vfl: 0.702664 loss_bbox: 0.269828 loss_dfl: 0.176982 loss: 1.146170 eta: 16:23:16 batch_cost: 2.1885 data_cost: 0.0009 ips: 12.7944 images/s [11/20 03:33:18] ppdet.engine INFO: Epoch: [91] [2340/3251] learning_rate: 0.003364 loss_vfl: 0.691738 loss_bbox: 0.237420 loss_dfl: 0.154776 loss: 1.091204 eta: 16:22:32 batch_cost: 2.2827 data_cost: 0.0010 ips: 12.2662 images/s [11/20 03:34:06] ppdet.engine INFO: Epoch: [91] [2360/3251] learning_rate: 0.003359 loss_vfl: 0.710201 loss_bbox: 0.244329 loss_dfl: 0.176182 loss: 1.137910 eta: 16:21:48 batch_cost: 2.2280 data_cost: 0.0018 ips: 12.5675 images/s [11/20 03:34:52] ppdet.engine INFO: Epoch: [91] [2380/3251] learning_rate: 0.003354 loss_vfl: 0.675096 loss_bbox: 0.211090 loss_dfl: 0.164733 loss: 1.092369 eta: 16:21:04 batch_cost: 2.1307 data_cost: 0.0009 ips: 13.1411 images/s [11/20 03:35:37] ppdet.engine INFO: Epoch: [91] [2400/3251] learning_rate: 0.003349 loss_vfl: 0.713934 loss_bbox: 0.230009 loss_dfl: 0.165253 loss: 1.102811 eta: 16:20:20 batch_cost: 2.1033 data_cost: 0.0009 ips: 13.3123 images/s [11/20 03:36:25] ppdet.engine INFO: Epoch: [91] [2420/3251] learning_rate: 0.003345 loss_vfl: 0.721265 loss_bbox: 0.245526 loss_dfl: 0.175584 loss: 1.160525 eta: 16:19:37 batch_cost: 2.2732 data_cost: 0.0010 ips: 12.3176 images/s [11/20 03:37:13] ppdet.engine INFO: Epoch: [91] [2440/3251] learning_rate: 0.003340 loss_vfl: 0.725735 loss_bbox: 0.259897 loss_dfl: 0.175523 loss: 1.158236 eta: 16:18:53 batch_cost: 2.2588 data_cost: 0.0010 ips: 12.3961 images/s [11/20 03:37:58] ppdet.engine INFO: Epoch: [91] [2460/3251] learning_rate: 0.003335 loss_vfl: 0.725667 loss_bbox: 0.235727 loss_dfl: 0.162789 loss: 1.123029 eta: 16:18:09 batch_cost: 2.1478 data_cost: 0.0010 ips: 13.0369 images/s [11/20 03:38:44] ppdet.engine INFO: Epoch: [91] [2480/3251] learning_rate: 0.003330 loss_vfl: 0.713138 loss_bbox: 0.243931 loss_dfl: 0.172155 loss: 1.163054 eta: 16:17:25 batch_cost: 2.1126 data_cost: 0.0013 ips: 13.2541 images/s [11/20 03:39:31] ppdet.engine INFO: Epoch: [91] [2500/3251] learning_rate: 0.003325 loss_vfl: 0.728654 loss_bbox: 0.255893 loss_dfl: 0.184543 loss: 1.173092 eta: 16:16:42 batch_cost: 2.1719 data_cost: 0.0009 ips: 12.8921 images/s [11/20 03:40:19] ppdet.engine INFO: Epoch: [91] [2520/3251] learning_rate: 0.003320 loss_vfl: 0.702065 loss_bbox: 0.251361 loss_dfl: 0.173864 loss: 1.137363 eta: 16:15:58 batch_cost: 2.2953 data_cost: 0.0017 ips: 12.1986 images/s [11/20 03:41:06] ppdet.engine INFO: Epoch: [91] [2540/3251] learning_rate: 0.003315 loss_vfl: 0.735719 loss_bbox: 0.232368 loss_dfl: 0.154528 loss: 1.127249 eta: 16:15:14 batch_cost: 2.1882 data_cost: 0.0010 ips: 12.7962 images/s [11/20 03:41:54] ppdet.engine INFO: Epoch: [91] [2560/3251] learning_rate: 0.003310 loss_vfl: 0.713102 loss_bbox: 0.250351 loss_dfl: 0.177217 loss: 1.123088 eta: 16:14:30 batch_cost: 2.2566 data_cost: 0.0012 ips: 12.4080 images/s [11/20 03:42:40] ppdet.engine INFO: Epoch: [91] [2580/3251] learning_rate: 0.003305 loss_vfl: 0.732892 loss_bbox: 0.260773 loss_dfl: 0.178901 loss: 1.163244 eta: 16:13:47 batch_cost: 2.1276 data_cost: 0.0010 ips: 13.1602 images/s [11/20 03:43:26] ppdet.engine INFO: Epoch: [91] [2600/3251] learning_rate: 0.003300 loss_vfl: 0.713867 loss_bbox: 0.264217 loss_dfl: 0.187213 loss: 1.203752 eta: 16:13:03 batch_cost: 2.2201 data_cost: 0.0010 ips: 12.6120 images/s [11/20 03:44:13] ppdet.engine INFO: Epoch: [91] [2620/3251] learning_rate: 0.003295 loss_vfl: 0.714466 loss_bbox: 0.258531 loss_dfl: 0.177069 loss: 1.129422 eta: 16:12:19 batch_cost: 2.2306 data_cost: 0.0010 ips: 12.5526 images/s [11/20 03:45:00] ppdet.engine INFO: Epoch: [91] [2640/3251] learning_rate: 0.003290 loss_vfl: 0.735969 loss_bbox: 0.223878 loss_dfl: 0.171907 loss: 1.096700 eta: 16:11:35 batch_cost: 2.2541 data_cost: 0.0010 ips: 12.4219 images/s [11/20 03:45:47] ppdet.engine INFO: Epoch: [91] [2660/3251] learning_rate: 0.003285 loss_vfl: 0.730219 loss_bbox: 0.248325 loss_dfl: 0.182845 loss: 1.171484 eta: 16:10:51 batch_cost: 2.1234 data_cost: 0.0018 ips: 13.1863 images/s [11/20 03:46:32] ppdet.engine INFO: Epoch: [91] [2680/3251] learning_rate: 0.003280 loss_vfl: 0.730428 loss_bbox: 0.247299 loss_dfl: 0.177767 loss: 1.153454 eta: 16:10:08 batch_cost: 2.1923 data_cost: 0.0010 ips: 12.7722 images/s [11/20 03:47:17] ppdet.engine INFO: Epoch: [91] [2700/3251] learning_rate: 0.003275 loss_vfl: 0.703470 loss_bbox: 0.229759 loss_dfl: 0.170130 loss: 1.099483 eta: 16:09:24 batch_cost: 2.1289 data_cost: 0.0009 ips: 13.1523 images/s [11/20 03:48:05] ppdet.engine INFO: Epoch: [91] [2720/3251] learning_rate: 0.003271 loss_vfl: 0.704386 loss_bbox: 0.243797 loss_dfl: 0.178204 loss: 1.127409 eta: 16:08:40 batch_cost: 2.2685 data_cost: 0.0011 ips: 12.3429 images/s [11/20 03:48:52] ppdet.engine INFO: Epoch: [91] [2740/3251] learning_rate: 0.003266 loss_vfl: 0.728391 loss_bbox: 0.251770 loss_dfl: 0.188041 loss: 1.162545 eta: 16:07:56 batch_cost: 2.2122 data_cost: 0.0014 ips: 12.6572 images/s [11/20 03:49:37] ppdet.engine INFO: Epoch: [91] [2760/3251] learning_rate: 0.003261 loss_vfl: 0.728773 loss_bbox: 0.246950 loss_dfl: 0.170793 loss: 1.157720 eta: 16:07:12 batch_cost: 2.0534 data_cost: 0.0010 ips: 13.6362 images/s [11/20 03:50:23] ppdet.engine INFO: Epoch: [91] [2780/3251] learning_rate: 0.003256 loss_vfl: 0.733618 loss_bbox: 0.270081 loss_dfl: 0.185104 loss: 1.170558 eta: 16:06:28 batch_cost: 2.1697 data_cost: 0.0122 ips: 12.9050 images/s [11/20 03:51:09] ppdet.engine INFO: Epoch: [91] [2800/3251] learning_rate: 0.003251 loss_vfl: 0.706209 loss_bbox: 0.223038 loss_dfl: 0.168817 loss: 1.111597 eta: 16:05:45 batch_cost: 2.1816 data_cost: 0.0010 ips: 12.8349 images/s [11/20 03:51:55] ppdet.engine INFO: Epoch: [91] [2820/3251] learning_rate: 0.003246 loss_vfl: 0.712343 loss_bbox: 0.239825 loss_dfl: 0.173759 loss: 1.118880 eta: 16:05:01 batch_cost: 2.1465 data_cost: 0.0010 ips: 13.0447 images/s [11/20 03:52:42] ppdet.engine INFO: Epoch: [91] [2840/3251] learning_rate: 0.003241 loss_vfl: 0.694871 loss_bbox: 0.234204 loss_dfl: 0.173291 loss: 1.116689 eta: 16:04:17 batch_cost: 2.2211 data_cost: 0.0013 ips: 12.6063 images/s [11/20 03:53:28] ppdet.engine INFO: Epoch: [91] [2860/3251] learning_rate: 0.003236 loss_vfl: 0.709755 loss_bbox: 0.244989 loss_dfl: 0.180788 loss: 1.120415 eta: 16:03:33 batch_cost: 2.1907 data_cost: 0.0010 ips: 12.7813 images/s [11/20 03:54:14] ppdet.engine INFO: Epoch: [91] [2880/3251] learning_rate: 0.003231 loss_vfl: 0.678294 loss_bbox: 0.225907 loss_dfl: 0.166529 loss: 1.088364 eta: 16:02:49 batch_cost: 2.1880 data_cost: 0.0011 ips: 12.7974 images/s [11/20 03:55:02] ppdet.engine INFO: Epoch: [91] [2900/3251] learning_rate: 0.003227 loss_vfl: 0.706227 loss_bbox: 0.224469 loss_dfl: 0.167876 loss: 1.139697 eta: 16:02:06 batch_cost: 2.2435 data_cost: 0.0011 ips: 12.4807 images/s [11/20 03:55:47] ppdet.engine INFO: Epoch: [91] [2920/3251] learning_rate: 0.003222 loss_vfl: 0.705053 loss_bbox: 0.227761 loss_dfl: 0.161920 loss: 1.117222 eta: 16:01:22 batch_cost: 2.1056 data_cost: 0.0009 ips: 13.2976 images/s [11/20 03:56:34] ppdet.engine INFO: Epoch: [91] [2940/3251] learning_rate: 0.003217 loss_vfl: 0.715784 loss_bbox: 0.233434 loss_dfl: 0.168056 loss: 1.125136 eta: 16:00:38 batch_cost: 2.2303 data_cost: 0.0010 ips: 12.5544 images/s [11/20 03:57:21] ppdet.engine INFO: Epoch: [91] [2960/3251] learning_rate: 0.003212 loss_vfl: 0.714794 loss_bbox: 0.217052 loss_dfl: 0.155391 loss: 1.094093 eta: 15:59:54 batch_cost: 2.1653 data_cost: 0.0011 ips: 12.9310 images/s [11/20 03:58:08] ppdet.engine INFO: Epoch: [91] [2980/3251] learning_rate: 0.003207 loss_vfl: 0.702499 loss_bbox: 0.233674 loss_dfl: 0.158446 loss: 1.112278 eta: 15:59:10 batch_cost: 2.1766 data_cost: 0.0010 ips: 12.8643 images/s [11/20 03:58:54] ppdet.engine INFO: Epoch: [91] [3000/3251] learning_rate: 0.003202 loss_vfl: 0.716345 loss_bbox: 0.242615 loss_dfl: 0.176334 loss: 1.141487 eta: 15:58:27 batch_cost: 2.1850 data_cost: 0.0010 ips: 12.8145 images/s [11/20 03:59:40] ppdet.engine INFO: Epoch: [91] [3020/3251] learning_rate: 0.003197 loss_vfl: 0.720702 loss_bbox: 0.233409 loss_dfl: 0.164245 loss: 1.135764 eta: 15:57:43 batch_cost: 2.1354 data_cost: 0.0016 ips: 13.1124 images/s [11/20 04:00:26] ppdet.engine INFO: Epoch: [91] [3040/3251] learning_rate: 0.003193 loss_vfl: 0.720593 loss_bbox: 0.267380 loss_dfl: 0.189561 loss: 1.196150 eta: 15:56:59 batch_cost: 2.2304 data_cost: 0.0010 ips: 12.5540 images/s [11/20 04:01:14] ppdet.engine INFO: Epoch: [91] [3060/3251] learning_rate: 0.003188 loss_vfl: 0.718486 loss_bbox: 0.240135 loss_dfl: 0.169335 loss: 1.151658 eta: 15:56:15 batch_cost: 2.2161 data_cost: 0.0009 ips: 12.6349 images/s [11/20 04:02:00] ppdet.engine INFO: Epoch: [91] [3080/3251] learning_rate: 0.003183 loss_vfl: 0.696815 loss_bbox: 0.230056 loss_dfl: 0.160455 loss: 1.091523 eta: 15:55:31 batch_cost: 2.2241 data_cost: 0.0011 ips: 12.5893 images/s [11/20 04:02:47] ppdet.engine INFO: Epoch: [91] [3100/3251] learning_rate: 0.003178 loss_vfl: 0.693674 loss_bbox: 0.223583 loss_dfl: 0.171269 loss: 1.105559 eta: 15:54:48 batch_cost: 2.2340 data_cost: 0.0010 ips: 12.5337 images/s [11/20 04:03:35] ppdet.engine INFO: Epoch: [91] [3120/3251] learning_rate: 0.003173 loss_vfl: 0.726682 loss_bbox: 0.257317 loss_dfl: 0.179663 loss: 1.164249 eta: 15:54:04 batch_cost: 2.2508 data_cost: 0.0009 ips: 12.4401 images/s [11/20 04:04:19] ppdet.engine INFO: Epoch: [91] [3140/3251] learning_rate: 0.003168 loss_vfl: 0.725242 loss_bbox: 0.230088 loss_dfl: 0.162954 loss: 1.127076 eta: 15:53:20 batch_cost: 2.1262 data_cost: 0.0009 ips: 13.1690 images/s [11/20 04:05:05] ppdet.engine INFO: Epoch: [91] [3160/3251] learning_rate: 0.003164 loss_vfl: 0.722396 loss_bbox: 0.247874 loss_dfl: 0.176573 loss: 1.132773 eta: 15:52:36 batch_cost: 2.1920 data_cost: 0.0019 ips: 12.7737 images/s [11/20 04:05:53] ppdet.engine INFO: Epoch: [91] [3180/3251] learning_rate: 0.003159 loss_vfl: 0.709588 loss_bbox: 0.240037 loss_dfl: 0.168010 loss: 1.111341 eta: 15:51:53 batch_cost: 2.2225 data_cost: 0.0010 ips: 12.5986 images/s [11/20 04:06:39] ppdet.engine INFO: Epoch: [91] [3200/3251] learning_rate: 0.003154 loss_vfl: 0.710039 loss_bbox: 0.230550 loss_dfl: 0.167469 loss: 1.098475 eta: 15:51:09 batch_cost: 2.1863 data_cost: 0.0022 ips: 12.8070 images/s [11/20 04:07:26] ppdet.engine INFO: Epoch: [91] [3220/3251] learning_rate: 0.003149 loss_vfl: 0.728211 loss_bbox: 0.231440 loss_dfl: 0.174194 loss: 1.162759 eta: 15:50:25 batch_cost: 2.2552 data_cost: 0.0011 ips: 12.4160 images/s [11/20 04:08:11] ppdet.engine INFO: Epoch: [91] [3240/3251] learning_rate: 0.003144 loss_vfl: 0.707643 loss_bbox: 0.270646 loss_dfl: 0.181217 loss: 1.169591 eta: 15:49:41 batch_cost: 2.0274 data_cost: 0.0014 ips: 13.8107 images/s [11/20 04:08:29] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_lcnet_2_5x_640_mainbody [11/20 04:08:30] ppdet.engine INFO: Eval iter: 0 [11/20 04:09:18] ppdet.engine INFO: Eval iter: 100 [11/20 04:09:46] ppdet.engine INFO: Eval iter: 200 [11/20 04:10:14] ppdet.engine INFO: Eval iter: 300 [11/20 04:10:42] ppdet.engine INFO: Eval iter: 400 [11/20 04:11:10] ppdet.engine INFO: Eval iter: 500 [11/20 04:11:37] ppdet.engine INFO: Eval iter: 600 [11/20 04:12:04] ppdet.engine INFO: Eval iter: 700 [11/20 04:12:31] ppdet.engine INFO: Eval iter: 800 [11/20 04:12:58] ppdet.engine INFO: Eval iter: 900 [11/20 04:13:25] ppdet.engine INFO: Eval iter: 1000 [11/20 04:13:52] ppdet.engine INFO: Eval iter: 1100 [11/20 04:14:18] ppdet.engine INFO: Eval iter: 1200 [11/20 04:14:45] ppdet.engine INFO: Eval iter: 1300 [11/20 04:15:11] ppdet.engine INFO: Eval iter: 1400 [11/20 04:15:38] ppdet.engine INFO: Eval iter: 1500 [11/20 04:16:04] ppdet.engine INFO: Eval iter: 1600 [11/20 04:16:31] ppdet.engine INFO: Eval iter: 1700 [11/20 04:16:58] ppdet.engine INFO: Eval iter: 1800 [11/20 04:17:24] ppdet.engine INFO: Eval iter: 1900 [11/20 04:17:51] ppdet.engine INFO: Eval iter: 2000 [11/20 04:18:17] ppdet.engine INFO: Eval iter: 2100 [11/20 04:18:46] ppdet.engine INFO: Eval iter: 2200 [11/20 04:19:14] ppdet.engine INFO: Eval iter: 2300 [11/20 04:20:10] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json. loading annotations into memory... Done (t=1.22s) creating index... index created! [11/20 04:20:12] ppdet.metrics.coco_utils INFO: Start evaluate... Loading and preparing results... DONE (t=17.15s) creating index... index created! Running per image evaluation... Evaluate annotation type *bbox* DONE (t=384.84s). Accumulating evaluation results... DONE (t=28.05s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.391 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.581 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.417 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.239 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.476 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.485 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.085 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.395 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.608 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.377 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.637 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.756 [11/20 04:27:25] ppdet.engine INFO: Total sample number: 19074, averge FPS: 28.514571246746442 [11/20 04:27:25] ppdet.engine INFO: Best test bbox ap is 0.415. [11/20 04:27:27] ppdet.engine INFO: Epoch: [92] [ 0/3251] learning_rate: 0.003142 loss_vfl: 0.698468 loss_bbox: 0.269491 loss_dfl: 0.180263 loss: 1.165979 eta: 15:49:16 batch_cost: 1.4209 data_cost: 0.0013 ips: 19.7060 images/s [11/20 04:28:13] ppdet.engine INFO: Epoch: [92] [ 20/3251] learning_rate: 0.003137 loss_vfl: 0.718483 loss_bbox: 0.262344 loss_dfl: 0.183897 loss: 1.133625 eta: 15:48:32 batch_cost: 2.1456 data_cost: 0.0021 ips: 13.0497 images/s [11/20 04:29:02] ppdet.engine INFO: Epoch: [92] [ 40/3251] learning_rate: 0.003132 loss_vfl: 0.718401 loss_bbox: 0.258199 loss_dfl: 0.186344 loss: 1.140983 eta: 15:47:48 batch_cost: 2.2751 data_cost: 0.0013 ips: 12.3071 images/s [11/20 04:29:50] ppdet.engine INFO: Epoch: [92] [ 60/3251] learning_rate: 0.003127 loss_vfl: 0.714543 loss_bbox: 0.253077 loss_dfl: 0.168422 loss: 1.140638 eta: 15:47:05 batch_cost: 2.2923 data_cost: 0.0141 ips: 12.2151 images/s [11/20 04:30:38] ppdet.engine INFO: Epoch: [92] [ 80/3251] learning_rate: 0.003122 loss_vfl: 0.721993 loss_bbox: 0.225942 loss_dfl: 0.164180 loss: 1.126511 eta: 15:46:21 batch_cost: 2.1668 data_cost: 0.0012 ips: 12.9220 images/s [11/20 04:31:26] ppdet.engine INFO: Epoch: [92] [ 100/3251] learning_rate: 0.003118 loss_vfl: 0.709942 loss_bbox: 0.243636 loss_dfl: 0.174008 loss: 1.118389 eta: 15:45:37 batch_cost: 2.2860 data_cost: 0.0010 ips: 12.2484 images/s [11/20 04:32:12] ppdet.engine INFO: Epoch: [92] [ 120/3251] learning_rate: 0.003113 loss_vfl: 0.708933 loss_bbox: 0.236515 loss_dfl: 0.166803 loss: 1.099773 eta: 15:44:53 batch_cost: 2.2033 data_cost: 0.0010 ips: 12.7081 images/s [11/20 04:33:00] ppdet.engine INFO: Epoch: [92] [ 140/3251] learning_rate: 0.003108 loss_vfl: 0.724602 loss_bbox: 0.260313 loss_dfl: 0.170235 loss: 1.177860 eta: 15:44:10 batch_cost: 2.2368 data_cost: 0.0010 ips: 12.5178 images/s [11/20 04:33:47] ppdet.engine INFO: Epoch: [92] [ 160/3251] learning_rate: 0.003103 loss_vfl: 0.732769 loss_bbox: 0.249131 loss_dfl: 0.175728 loss: 1.160937 eta: 15:43:26 batch_cost: 2.2537 data_cost: 0.0010 ips: 12.4239 images/s [11/20 04:34:35] ppdet.engine INFO: Epoch: [92] [ 180/3251] learning_rate: 0.003099 loss_vfl: 0.711368 loss_bbox: 0.250096 loss_dfl: 0.174341 loss: 1.127972 eta: 15:42:42 batch_cost: 2.3084 data_cost: 0.0010 ips: 12.1296 images/s [11/20 04:35:22] ppdet.engine INFO: Epoch: [92] [ 200/3251] learning_rate: 0.003094 loss_vfl: 0.713482 loss_bbox: 0.224568 loss_dfl: 0.160277 loss: 1.098765 eta: 15:41:59 batch_cost: 2.2110 data_cost: 0.0014 ips: 12.6639 images/s [11/20 04:36:08] ppdet.engine INFO: Epoch: [92] [ 220/3251] learning_rate: 0.003089 loss_vfl: 0.718822 loss_bbox: 0.282812 loss_dfl: 0.185479 loss: 1.195761 eta: 15:41:15 batch_cost: 2.1960 data_cost: 0.0010 ips: 12.7505 images/s [11/20 04:36:54] ppdet.engine INFO: Epoch: [92] [ 240/3251] learning_rate: 0.003084 loss_vfl: 0.703991 loss_bbox: 0.220964 loss_dfl: 0.161248 loss: 1.101285 eta: 15:40:31 batch_cost: 2.2055 data_cost: 0.0010 ips: 12.6954 images/s [11/20 04:37:41] ppdet.engine INFO: Epoch: [92] [ 260/3251] learning_rate: 0.003080 loss_vfl: 0.735701 loss_bbox: 0.257136 loss_dfl: 0.178840 loss: 1.165777 eta: 15:39:47 batch_cost: 2.1935 data_cost: 0.0010 ips: 12.7651 images/s [11/20 04:38:29] ppdet.engine INFO: Epoch: [92] [ 280/3251] learning_rate: 0.003075 loss_vfl: 0.713910 loss_bbox: 0.232105 loss_dfl: 0.152828 loss: 1.113528 eta: 15:39:04 batch_cost: 2.3077 data_cost: 0.0009 ips: 12.1333 images/s [11/20 04:39:15] ppdet.engine INFO: Epoch: [92] [ 300/3251] learning_rate: 0.003070 loss_vfl: 0.737599 loss_bbox: 0.243824 loss_dfl: 0.168625 loss: 1.144126 eta: 15:38:20 batch_cost: 2.1157 data_cost: 0.0010 ips: 13.2342 images/s [11/20 04:40:02] ppdet.engine INFO: Epoch: [92] [ 320/3251] learning_rate: 0.003065 loss_vfl: 0.707117 loss_bbox: 0.249182 loss_dfl: 0.179001 loss: 1.163286 eta: 15:37:36 batch_cost: 2.2325 data_cost: 0.0010 ips: 12.5418 images/s [11/20 04:40:48] ppdet.engine INFO: Epoch: [92] [ 340/3251] learning_rate: 0.003060 loss_vfl: 0.720852 loss_bbox: 0.250954 loss_dfl: 0.167062 loss: 1.151100 eta: 15:36:52 batch_cost: 2.2022 data_cost: 0.0012 ips: 12.7147 images/s [11/20 04:41:33] ppdet.engine INFO: Epoch: [92] [ 360/3251] learning_rate: 0.003056 loss_vfl: 0.723334 loss_bbox: 0.278765 loss_dfl: 0.186195 loss: 1.211547 eta: 15:36:08 batch_cost: 2.1733 data_cost: 0.0010 ips: 12.8836 images/s [11/20 04:42:23] ppdet.engine INFO: Epoch: [92] [ 380/3251] learning_rate: 0.003051 loss_vfl: 0.717488 loss_bbox: 0.261865 loss_dfl: 0.180774 loss: 1.127590 eta: 15:35:25 batch_cost: 2.2658 data_cost: 0.0010 ips: 12.3576 images/s [11/20 04:43:10] ppdet.engine INFO: Epoch: [92] [ 400/3251] learning_rate: 0.003046 loss_vfl: 0.723303 loss_bbox: 0.245147 loss_dfl: 0.174640 loss: 1.106464 eta: 15:34:41 batch_cost: 2.2596 data_cost: 0.0011 ips: 12.3916 images/s [11/20 04:43:58] ppdet.engine INFO: Epoch: [92] [ 420/3251] learning_rate: 0.003042 loss_vfl: 0.686572 loss_bbox: 0.242214 loss_dfl: 0.174647 loss: 1.118363 eta: 15:33:57 batch_cost: 2.2814 data_cost: 0.0011 ips: 12.2732 images/s [11/20 04:44:43] ppdet.engine INFO: Epoch: [92] [ 440/3251] learning_rate: 0.003037 loss_vfl: 0.708019 loss_bbox: 0.234737 loss_dfl: 0.167066 loss: 1.105396 eta: 15:33:13 batch_cost: 2.1435 data_cost: 0.0010 ips: 13.0626 images/s [11/20 04:45:31] ppdet.engine INFO: Epoch: [92] [ 460/3251] learning_rate: 0.003032 loss_vfl: 0.720697 loss_bbox: 0.233910 loss_dfl: 0.157786 loss: 1.091902 eta: 15:32:30 batch_cost: 2.2438 data_cost: 0.0009 ips: 12.4789 images/s [11/20 04:46:17] ppdet.engine INFO: Epoch: [92] [ 480/3251] learning_rate: 0.003027 loss_vfl: 0.715838 loss_bbox: 0.263774 loss_dfl: 0.174854 loss: 1.126436 eta: 15:31:46 batch_cost: 2.2071 data_cost: 0.0014 ips: 12.6863 images/s [11/20 04:47:05] ppdet.engine INFO: Epoch: [92] [ 500/3251] learning_rate: 0.003023 loss_vfl: 0.698223 loss_bbox: 0.225123 loss_dfl: 0.162229 loss: 1.086683 eta: 15:31:02 batch_cost: 2.3188 data_cost: 0.0009 ips: 12.0751 images/s [11/20 04:47:53] ppdet.engine INFO: Epoch: [92] [ 520/3251] learning_rate: 0.003018 loss_vfl: 0.711386 loss_bbox: 0.259401 loss_dfl: 0.181990 loss: 1.157792 eta: 15:30:19 batch_cost: 2.2621 data_cost: 0.0010 ips: 12.3781 images/s [11/20 04:48:40] ppdet.engine INFO: Epoch: [92] [ 540/3251] learning_rate: 0.003013 loss_vfl: 0.716583 loss_bbox: 0.227707 loss_dfl: 0.163978 loss: 1.117043 eta: 15:29:35 batch_cost: 2.2255 data_cost: 0.0010 ips: 12.5814 images/s [11/20 04:49:27] ppdet.engine INFO: Epoch: [92] [ 560/3251] learning_rate: 0.003009 loss_vfl: 0.696335 loss_bbox: 0.251005 loss_dfl: 0.176364 loss: 1.136828 eta: 15:28:51 batch_cost: 2.2141 data_cost: 0.0010 ips: 12.6461 images/s [11/20 04:50:15] ppdet.engine INFO: Epoch: [92] [ 580/3251] learning_rate: 0.003004 loss_vfl: 0.703306 loss_bbox: 0.232812 loss_dfl: 0.162598 loss: 1.069081 eta: 15:28:08 batch_cost: 2.2806 data_cost: 0.0011 ips: 12.2773 images/s [11/20 04:51:01] ppdet.engine INFO: Epoch: [92] [ 600/3251] learning_rate: 0.002999 loss_vfl: 0.712534 loss_bbox: 0.223396 loss_dfl: 0.172709 loss: 1.113405 eta: 15:27:24 batch_cost: 2.1800 data_cost: 0.0009 ips: 12.8442 images/s [11/20 04:51:49] ppdet.engine INFO: Epoch: [92] [ 620/3251] learning_rate: 0.002994 loss_vfl: 0.704302 loss_bbox: 0.231951 loss_dfl: 0.176283 loss: 1.148990 eta: 15:26:40 batch_cost: 2.2473 data_cost: 0.0011 ips: 12.4593 images/s [11/20 04:52:37] ppdet.engine INFO: Epoch: [92] [ 640/3251] learning_rate: 0.002990 loss_vfl: 0.722380 loss_bbox: 0.250954 loss_dfl: 0.163294 loss: 1.143249 eta: 15:25:56 batch_cost: 2.3052 data_cost: 0.0011 ips: 12.1464 images/s [11/20 04:53:26] ppdet.engine INFO: Epoch: [92] [ 660/3251] learning_rate: 0.002985 loss_vfl: 0.732090 loss_bbox: 0.247263 loss_dfl: 0.183227 loss: 1.163287 eta: 15:25:13 batch_cost: 2.3204 data_cost: 0.0016 ips: 12.0670 images/s [11/20 04:54:13] ppdet.engine INFO: Epoch: [92] [ 680/3251] learning_rate: 0.002980 loss_vfl: 0.714732 loss_bbox: 0.259499 loss_dfl: 0.181690 loss: 1.144952 eta: 15:24:29 batch_cost: 2.1583 data_cost: 0.0010 ips: 12.9730 images/s [11/20 04:55:00] ppdet.engine INFO: Epoch: [92] [ 700/3251] learning_rate: 0.002976 loss_vfl: 0.703024 loss_bbox: 0.255395 loss_dfl: 0.178212 loss: 1.138974 eta: 15:23:45 batch_cost: 2.1973 data_cost: 0.0009 ips: 12.7429 images/s [11/20 04:55:46] ppdet.engine INFO: Epoch: [92] [ 720/3251] learning_rate: 0.002971 loss_vfl: 0.715793 loss_bbox: 0.272802 loss_dfl: 0.180915 loss: 1.172520 eta: 15:23:01 batch_cost: 2.1651 data_cost: 0.0013 ips: 12.9326 images/s [11/20 04:56:33] ppdet.engine INFO: Epoch: [92] [ 740/3251] learning_rate: 0.002966 loss_vfl: 0.728317 loss_bbox: 0.240757 loss_dfl: 0.164791 loss: 1.117715 eta: 15:22:18 batch_cost: 2.2038 data_cost: 0.0010 ips: 12.7056 images/s [11/20 04:57:20] ppdet.engine INFO: Epoch: [92] [ 760/3251] learning_rate: 0.002962 loss_vfl: 0.739733 loss_bbox: 0.256132 loss_dfl: 0.186927 loss: 1.184320 eta: 15:21:34 batch_cost: 2.1688 data_cost: 0.0013 ips: 12.9102 images/s [11/20 04:58:07] ppdet.engine INFO: Epoch: [92] [ 780/3251] learning_rate: 0.002957 loss_vfl: 0.702814 loss_bbox: 0.250441 loss_dfl: 0.184234 loss: 1.133291 eta: 15:20:50 batch_cost: 2.2136 data_cost: 0.0009 ips: 12.6490 images/s [11/20 04:58:53] ppdet.engine INFO: Epoch: [92] [ 800/3251] learning_rate: 0.002952 loss_vfl: 0.727293 loss_bbox: 0.256046 loss_dfl: 0.160433 loss: 1.163372 eta: 15:20:06 batch_cost: 2.1817 data_cost: 0.0011 ips: 12.8339 images/s [11/20 04:59:40] ppdet.engine INFO: Epoch: [92] [ 820/3251] learning_rate: 0.002948 loss_vfl: 0.671235 loss_bbox: 0.207420 loss_dfl: 0.158541 loss: 1.050140 eta: 15:19:22 batch_cost: 2.2136 data_cost: 0.0015 ips: 12.6492 images/s [11/20 05:00:27] ppdet.engine INFO: Epoch: [92] [ 840/3251] learning_rate: 0.002943 loss_vfl: 0.705172 loss_bbox: 0.243565 loss_dfl: 0.173875 loss: 1.135069 eta: 15:18:39 batch_cost: 2.2361 data_cost: 0.0012 ips: 12.5216 images/s [11/20 05:01:16] ppdet.engine INFO: Epoch: [92] [ 860/3251] learning_rate: 0.002938 loss_vfl: 0.718799 loss_bbox: 0.279993 loss_dfl: 0.192996 loss: 1.184592 eta: 15:17:55 batch_cost: 2.3181 data_cost: 0.0011 ips: 12.0790 images/s [11/20 05:02:04] ppdet.engine INFO: Epoch: [92] [ 880/3251] learning_rate: 0.002934 loss_vfl: 0.742118 loss_bbox: 0.230753 loss_dfl: 0.160720 loss: 1.146474 eta: 15:17:11 batch_cost: 2.2916 data_cost: 0.0018 ips: 12.2186 images/s [11/20 05:02:51] ppdet.engine INFO: Epoch: [92] [ 900/3251] learning_rate: 0.002929 loss_vfl: 0.721732 loss_bbox: 0.271058 loss_dfl: 0.196165 loss: 1.180401 eta: 15:16:28 batch_cost: 2.2313 data_cost: 0.0010 ips: 12.5488 images/s [11/20 05:03:40] ppdet.engine INFO: Epoch: [92] [ 920/3251] learning_rate: 0.002924 loss_vfl: 0.711610 loss_bbox: 0.221497 loss_dfl: 0.163408 loss: 1.084287 eta: 15:15:44 batch_cost: 2.3270 data_cost: 0.0012 ips: 12.0328 images/s [11/20 05:04:27] ppdet.engine INFO: Epoch: [92] [ 940/3251] learning_rate: 0.002920 loss_vfl: 0.718834 loss_bbox: 0.278076 loss_dfl: 0.199723 loss: 1.173429 eta: 15:15:00 batch_cost: 2.2556 data_cost: 0.0013 ips: 12.4135 images/s [11/20 05:05:12] ppdet.engine INFO: Epoch: [92] [ 960/3251] learning_rate: 0.002915 loss_vfl: 0.722408 loss_bbox: 0.251382 loss_dfl: 0.184912 loss: 1.159056 eta: 15:14:17 batch_cost: 2.1366 data_cost: 0.0009 ips: 13.1048 images/s [11/20 05:05:58] ppdet.engine INFO: Epoch: [92] [ 980/3251] learning_rate: 0.002911 loss_vfl: 0.705317 loss_bbox: 0.270480 loss_dfl: 0.191801 loss: 1.169406 eta: 15:13:33 batch_cost: 2.1829 data_cost: 0.0010 ips: 12.8267 images/s [11/20 05:06:45] ppdet.engine INFO: Epoch: [92] [1000/3251] learning_rate: 0.002906 loss_vfl: 0.693123 loss_bbox: 0.230518 loss_dfl: 0.161308 loss: 1.091573 eta: 15:12:49 batch_cost: 2.1573 data_cost: 0.0014 ips: 12.9789 images/s [11/20 05:07:29] ppdet.engine INFO: Epoch: [92] [1020/3251] learning_rate: 0.002901 loss_vfl: 0.698065 loss_bbox: 0.237780 loss_dfl: 0.171650 loss: 1.134084 eta: 15:12:05 batch_cost: 2.0529 data_cost: 0.0009 ips: 13.6394 images/s [11/20 05:08:17] ppdet.engine INFO: Epoch: [92] [1040/3251] learning_rate: 0.002897 loss_vfl: 0.702498 loss_bbox: 0.256146 loss_dfl: 0.177323 loss: 1.138708 eta: 15:11:21 batch_cost: 2.2444 data_cost: 0.0010 ips: 12.4754 images/s [11/20 05:09:02] ppdet.engine INFO: Epoch: [92] [1060/3251] learning_rate: 0.002892 loss_vfl: 0.692514 loss_bbox: 0.241352 loss_dfl: 0.171075 loss: 1.106488 eta: 15:10:37 batch_cost: 2.0887 data_cost: 0.0010 ips: 13.4053 images/s [11/20 05:09:50] ppdet.engine INFO: Epoch: [92] [1080/3251] learning_rate: 0.002887 loss_vfl: 0.735196 loss_bbox: 0.243876 loss_dfl: 0.173325 loss: 1.140467 eta: 15:09:53 batch_cost: 2.2448 data_cost: 0.0012 ips: 12.4730 images/s [11/20 05:10:36] ppdet.engine INFO: Epoch: [92] [1100/3251] learning_rate: 0.002883 loss_vfl: 0.736436 loss_bbox: 0.273023 loss_dfl: 0.181376 loss: 1.177246 eta: 15:09:10 batch_cost: 2.1645 data_cost: 0.0011 ips: 12.9362 images/s [11/20 05:11:23] ppdet.engine INFO: Epoch: [92] [1120/3251] learning_rate: 0.002878 loss_vfl: 0.677177 loss_bbox: 0.232593 loss_dfl: 0.165595 loss: 1.096522 eta: 15:08:26 batch_cost: 2.2643 data_cost: 0.0010 ips: 12.3658 images/s [11/20 05:12:09] ppdet.engine INFO: Epoch: [92] [1140/3251] learning_rate: 0.002874 loss_vfl: 0.718439 loss_bbox: 0.235103 loss_dfl: 0.172252 loss: 1.111416 eta: 15:07:42 batch_cost: 2.1737 data_cost: 0.0011 ips: 12.8811 images/s [11/20 05:12:55] ppdet.engine INFO: Epoch: [92] [1160/3251] learning_rate: 0.002869 loss_vfl: 0.714324 loss_bbox: 0.245927 loss_dfl: 0.181604 loss: 1.178163 eta: 15:06:58 batch_cost: 2.1760 data_cost: 0.0010 ips: 12.8679 images/s [11/20 05:13:41] ppdet.engine INFO: Epoch: [92] [1180/3251] learning_rate: 0.002864 loss_vfl: 0.731158 loss_bbox: 0.247175 loss_dfl: 0.172238 loss: 1.144494 eta: 15:06:14 batch_cost: 2.1294 data_cost: 0.0010 ips: 13.1491 images/s [11/20 05:14:29] ppdet.engine INFO: Epoch: [92] [1200/3251] learning_rate: 0.002860 loss_vfl: 0.713477 loss_bbox: 0.230697 loss_dfl: 0.161054 loss: 1.136213 eta: 15:05:31 batch_cost: 2.2657 data_cost: 0.0010 ips: 12.3580 images/s [11/20 05:15:18] ppdet.engine INFO: Epoch: [92] [1220/3251] learning_rate: 0.002855 loss_vfl: 0.715396 loss_bbox: 0.239255 loss_dfl: 0.171256 loss: 1.126753 eta: 15:04:47 batch_cost: 2.2695 data_cost: 0.0010 ips: 12.3373 images/s [11/20 05:16:03] ppdet.engine INFO: Epoch: [92] [1240/3251] learning_rate: 0.002851 loss_vfl: 0.726836 loss_bbox: 0.233600 loss_dfl: 0.170332 loss: 1.122898 eta: 15:04:03 batch_cost: 2.1885 data_cost: 0.0009 ips: 12.7941 images/s [11/20 05:16:49] ppdet.engine INFO: Epoch: [92] [1260/3251] learning_rate: 0.002846 loss_vfl: 0.699929 loss_bbox: 0.223421 loss_dfl: 0.167855 loss: 1.098902 eta: 15:03:19 batch_cost: 2.1355 data_cost: 0.0019 ips: 13.1115 images/s [11/20 05:17:36] ppdet.engine INFO: Epoch: [92] [1280/3251] learning_rate: 0.002841 loss_vfl: 0.718070 loss_bbox: 0.262952 loss_dfl: 0.180475 loss: 1.172009 eta: 15:02:36 batch_cost: 2.1826 data_cost: 0.0010 ips: 12.8286 images/s [11/20 05:18:24] ppdet.engine INFO: Epoch: [92] [1300/3251] learning_rate: 0.002837 loss_vfl: 0.700941 loss_bbox: 0.228784 loss_dfl: 0.161849 loss: 1.087957 eta: 15:01:52 batch_cost: 2.2322 data_cost: 0.0010 ips: 12.5435 images/s [11/20 05:19:11] ppdet.engine INFO: Epoch: [92] [1320/3251] learning_rate: 0.002832 loss_vfl: 0.705053 loss_bbox: 0.243434 loss_dfl: 0.177775 loss: 1.129702 eta: 15:01:08 batch_cost: 2.2489 data_cost: 0.0012 ips: 12.4506 images/s [11/20 05:19:58] ppdet.engine INFO: Epoch: [92] [1340/3251] learning_rate: 0.002828 loss_vfl: 0.690871 loss_bbox: 0.239897 loss_dfl: 0.165233 loss: 1.112288 eta: 15:00:24 batch_cost: 2.1868 data_cost: 0.0009 ips: 12.8040 images/s [11/20 05:20:45] ppdet.engine INFO: Epoch: [92] [1360/3251] learning_rate: 0.002823 loss_vfl: 0.725633 loss_bbox: 0.223543 loss_dfl: 0.163879 loss: 1.121327 eta: 14:59:41 batch_cost: 2.2292 data_cost: 0.0011 ips: 12.5604 images/s [11/20 05:21:33] ppdet.engine INFO: Epoch: [92] [1380/3251] learning_rate: 0.002819 loss_vfl: 0.691975 loss_bbox: 0.242654 loss_dfl: 0.173240 loss: 1.146663 eta: 14:58:57 batch_cost: 2.2609 data_cost: 0.0010 ips: 12.3845 images/s [11/20 05:22:18] ppdet.engine INFO: Epoch: [92] [1400/3251] learning_rate: 0.002814 loss_vfl: 0.735130 loss_bbox: 0.270481 loss_dfl: 0.184932 loss: 1.184398 eta: 14:58:13 batch_cost: 2.1774 data_cost: 0.0017 ips: 12.8595 images/s [11/20 05:23:07] ppdet.engine INFO: Epoch: [92] [1420/3251] learning_rate: 0.002810 loss_vfl: 0.721722 loss_bbox: 0.256132 loss_dfl: 0.173464 loss: 1.167382 eta: 14:57:29 batch_cost: 2.2605 data_cost: 0.0022 ips: 12.3869 images/s [11/20 05:23:55] ppdet.engine INFO: Epoch: [92] [1440/3251] learning_rate: 0.002805 loss_vfl: 0.704675 loss_bbox: 0.224409 loss_dfl: 0.163608 loss: 1.099471 eta: 14:56:46 batch_cost: 2.2893 data_cost: 0.0009 ips: 12.2307 images/s [11/20 05:24:39] ppdet.engine INFO: Epoch: [92] [1460/3251] learning_rate: 0.002800 loss_vfl: 0.710878 loss_bbox: 0.263104 loss_dfl: 0.175173 loss: 1.138435 eta: 14:56:02 batch_cost: 2.0878 data_cost: 0.0010 ips: 13.4115 images/s [11/20 05:25:26] ppdet.engine INFO: Epoch: [92] [1480/3251] learning_rate: 0.002796 loss_vfl: 0.701395 loss_bbox: 0.244846 loss_dfl: 0.178123 loss: 1.161486 eta: 14:55:18 batch_cost: 2.2550 data_cost: 0.0010 ips: 12.4168 images/s [11/20 05:26:15] ppdet.engine INFO: Epoch: [92] [1500/3251] learning_rate: 0.002791 loss_vfl: 0.716405 loss_bbox: 0.215321 loss_dfl: 0.162093 loss: 1.108318 eta: 14:54:34 batch_cost: 2.3073 data_cost: 0.0012 ips: 12.1354 images/s [11/20 05:27:02] ppdet.engine INFO: Epoch: [92] [1520/3251] learning_rate: 0.002787 loss_vfl: 0.709254 loss_bbox: 0.268163 loss_dfl: 0.187081 loss: 1.169669 eta: 14:53:51 batch_cost: 2.2923 data_cost: 0.0010 ips: 12.2150 images/s [11/20 05:27:48] ppdet.engine INFO: Epoch: [92] [1540/3251] learning_rate: 0.002782 loss_vfl: 0.700990 loss_bbox: 0.240573 loss_dfl: 0.177392 loss: 1.110726 eta: 14:53:07 batch_cost: 2.1978 data_cost: 0.0010 ips: 12.7399 images/s [11/20 05:28:36] ppdet.engine INFO: Epoch: [92] [1560/3251] learning_rate: 0.002778 loss_vfl: 0.719036 loss_bbox: 0.263049 loss_dfl: 0.181150 loss: 1.139105 eta: 14:52:23 batch_cost: 2.1520 data_cost: 0.0100 ips: 13.0114 images/s [11/20 05:29:24] ppdet.engine INFO: Epoch: [92] [1580/3251] learning_rate: 0.002773 loss_vfl: 0.730863 loss_bbox: 0.266664 loss_dfl: 0.187537 loss: 1.192429 eta: 14:51:40 batch_cost: 2.2885 data_cost: 0.0010 ips: 12.2351 images/s [11/20 05:30:10] ppdet.engine INFO: Epoch: [92] [1600/3251] learning_rate: 0.002769 loss_vfl: 0.692636 loss_bbox: 0.231917 loss_dfl: 0.173024 loss: 1.105854 eta: 14:50:56 batch_cost: 2.1220 data_cost: 0.0010 ips: 13.1949 images/s [11/20 05:30:57] ppdet.engine INFO: Epoch: [92] [1620/3251] learning_rate: 0.002764 loss_vfl: 0.714583 loss_bbox: 0.265405 loss_dfl: 0.182593 loss: 1.138446 eta: 14:50:12 batch_cost: 2.1763 data_cost: 0.0010 ips: 12.8660 images/s [11/20 05:31:44] ppdet.engine INFO: Epoch: [92] [1640/3251] learning_rate: 0.002760 loss_vfl: 0.737295 loss_bbox: 0.244442 loss_dfl: 0.167082 loss: 1.147655 eta: 14:49:28 batch_cost: 2.2253 data_cost: 0.0010 ips: 12.5823 images/s [11/20 05:32:31] ppdet.engine INFO: Epoch: [92] [1660/3251] learning_rate: 0.002755 loss_vfl: 0.726291 loss_bbox: 0.273527 loss_dfl: 0.192650 loss: 1.162170 eta: 14:48:44 batch_cost: 2.2468 data_cost: 0.0010 ips: 12.4621 images/s [11/20 05:33:20] ppdet.engine INFO: Epoch: [92] [1680/3251] learning_rate: 0.002751 loss_vfl: 0.728105 loss_bbox: 0.255906 loss_dfl: 0.180515 loss: 1.165761 eta: 14:48:01 batch_cost: 2.3403 data_cost: 0.0014 ips: 11.9642 images/s [11/20 05:34:07] ppdet.engine INFO: Epoch: [92] [1700/3251] learning_rate: 0.002746 loss_vfl: 0.688871 loss_bbox: 0.284557 loss_dfl: 0.185070 loss: 1.153358 eta: 14:47:17 batch_cost: 2.1576 data_cost: 0.0010 ips: 12.9772 images/s [11/20 05:34:53] ppdet.engine INFO: Epoch: [92] [1720/3251] learning_rate: 0.002742 loss_vfl: 0.680716 loss_bbox: 0.270027 loss_dfl: 0.181926 loss: 1.160090 eta: 14:46:33 batch_cost: 2.1533 data_cost: 0.0011 ips: 13.0032 images/s [11/20 05:35:41] ppdet.engine INFO: Epoch: [92] [1740/3251] learning_rate: 0.002737 loss_vfl: 0.698833 loss_bbox: 0.256761 loss_dfl: 0.187259 loss: 1.177888 eta: 14:45:49 batch_cost: 2.2092 data_cost: 0.0010 ips: 12.6744 images/s [11/20 05:36:26] ppdet.engine INFO: Epoch: [92] [1760/3251] learning_rate: 0.002733 loss_vfl: 0.733670 loss_bbox: 0.229001 loss_dfl: 0.169007 loss: 1.137473 eta: 14:45:05 batch_cost: 2.1341 data_cost: 0.0010 ips: 13.1206 images/s [11/20 05:37:14] ppdet.engine INFO: Epoch: [92] [1780/3251] learning_rate: 0.002728 loss_vfl: 0.706637 loss_bbox: 0.253372 loss_dfl: 0.183270 loss: 1.129465 eta: 14:44:22 batch_cost: 2.2740 data_cost: 0.0009 ips: 12.3130 images/s [11/20 05:38:00] ppdet.engine INFO: Epoch: [92] [1800/3251] learning_rate: 0.002724 loss_vfl: 0.724306 loss_bbox: 0.256379 loss_dfl: 0.177649 loss: 1.152377 eta: 14:43:38 batch_cost: 2.1525 data_cost: 0.0016 ips: 13.0081 images/s [11/20 05:38:47] ppdet.engine INFO: Epoch: [92] [1820/3251] learning_rate: 0.002719 loss_vfl: 0.723990 loss_bbox: 0.256464 loss_dfl: 0.168484 loss: 1.143372 eta: 14:42:54 batch_cost: 2.1760 data_cost: 0.0011 ips: 12.8679 images/s [11/20 05:39:35] ppdet.engine INFO: Epoch: [92] [1840/3251] learning_rate: 0.002715 loss_vfl: 0.706974 loss_bbox: 0.244769 loss_dfl: 0.176482 loss: 1.124209 eta: 14:42:10 batch_cost: 2.1993 data_cost: 0.0010 ips: 12.7313 images/s [11/20 05:40:22] ppdet.engine INFO: Epoch: [92] [1860/3251] learning_rate: 0.002710 loss_vfl: 0.720001 loss_bbox: 0.267052 loss_dfl: 0.187192 loss: 1.176205 eta: 14:41:27 batch_cost: 2.2226 data_cost: 0.0011 ips: 12.5980 images/s [11/20 05:41:08] ppdet.engine INFO: Epoch: [92] [1880/3251] learning_rate: 0.002706 loss_vfl: 0.718787 loss_bbox: 0.251383 loss_dfl: 0.173771 loss: 1.158172 eta: 14:40:43 batch_cost: 2.2202 data_cost: 0.0011 ips: 12.6117 images/s [11/20 05:41:56] ppdet.engine INFO: Epoch: [92] [1900/3251] learning_rate: 0.002701 loss_vfl: 0.707665 loss_bbox: 0.256969 loss_dfl: 0.183926 loss: 1.161129 eta: 14:39:59 batch_cost: 2.2803 data_cost: 0.0010 ips: 12.2792 images/s [11/20 05:42:43] ppdet.engine INFO: Epoch: [92] [1920/3251] learning_rate: 0.002697 loss_vfl: 0.690930 loss_bbox: 0.229602 loss_dfl: 0.169255 loss: 1.060801 eta: 14:39:15 batch_cost: 2.2200 data_cost: 0.0010 ips: 12.6126 images/s [11/20 05:43:29] ppdet.engine INFO: Epoch: [92] [1940/3251] learning_rate: 0.002693 loss_vfl: 0.709519 loss_bbox: 0.290449 loss_dfl: 0.206067 loss: 1.190959 eta: 14:38:32 batch_cost: 2.1910 data_cost: 0.0010 ips: 12.7796 images/s [11/20 05:44:15] ppdet.engine INFO: Epoch: [92] [1960/3251] learning_rate: 0.002688 loss_vfl: 0.732946 loss_bbox: 0.248676 loss_dfl: 0.181146 loss: 1.149465 eta: 14:37:48 batch_cost: 2.0979 data_cost: 0.0011 ips: 13.3465 images/s [11/20 05:45:03] ppdet.engine INFO: Epoch: [92] [1980/3251] learning_rate: 0.002684 loss_vfl: 0.712987 loss_bbox: 0.231269 loss_dfl: 0.174555 loss: 1.122257 eta: 14:37:04 batch_cost: 2.3033 data_cost: 0.0009 ips: 12.1566 images/s [11/20 05:45:49] ppdet.engine INFO: Epoch: [92] [2000/3251] learning_rate: 0.002679 loss_vfl: 0.696140 loss_bbox: 0.255242 loss_dfl: 0.185432 loss: 1.142932 eta: 14:36:20 batch_cost: 2.1769 data_cost: 0.0010 ips: 12.8621 images/s [11/20 05:46:35] ppdet.engine INFO: Epoch: [92] [2020/3251] learning_rate: 0.002675 loss_vfl: 0.719309 loss_bbox: 0.279523 loss_dfl: 0.193037 loss: 1.201968 eta: 14:35:36 batch_cost: 2.1362 data_cost: 0.0011 ips: 13.1075 images/s [11/20 05:47:23] ppdet.engine INFO: Epoch: [92] [2040/3251] learning_rate: 0.002670 loss_vfl: 0.714592 loss_bbox: 0.275228 loss_dfl: 0.185329 loss: 1.158246 eta: 14:34:53 batch_cost: 2.2366 data_cost: 0.0110 ips: 12.5190 images/s [11/20 05:48:09] ppdet.engine INFO: Epoch: [92] [2060/3251] learning_rate: 0.002666 loss_vfl: 0.705927 loss_bbox: 0.220480 loss_dfl: 0.161314 loss: 1.108393 eta: 14:34:09 batch_cost: 2.0697 data_cost: 0.0010 ips: 13.5286 images/s [11/20 05:48:55] ppdet.engine INFO: Epoch: [92] [2080/3251] learning_rate: 0.002661 loss_vfl: 0.704547 loss_bbox: 0.255799 loss_dfl: 0.177665 loss: 1.160672 eta: 14:33:25 batch_cost: 2.2244 data_cost: 0.0009 ips: 12.5875 images/s [11/20 05:49:45] ppdet.engine INFO: Epoch: [92] [2100/3251] learning_rate: 0.002657 loss_vfl: 0.697108 loss_bbox: 0.218620 loss_dfl: 0.160409 loss: 1.073159 eta: 14:32:41 batch_cost: 2.3903 data_cost: 0.0015 ips: 11.7142 images/s [11/20 05:50:31] ppdet.engine INFO: Epoch: [92] [2120/3251] learning_rate: 0.002653 loss_vfl: 0.703510 loss_bbox: 0.227197 loss_dfl: 0.158665 loss: 1.110928 eta: 14:31:58 batch_cost: 2.1933 data_cost: 0.0010 ips: 12.7664 images/s [11/20 05:51:19] ppdet.engine INFO: Epoch: [92] [2140/3251] learning_rate: 0.002648 loss_vfl: 0.713359 loss_bbox: 0.199575 loss_dfl: 0.149666 loss: 1.064897 eta: 14:31:14 batch_cost: 2.2263 data_cost: 0.0011 ips: 12.5770 images/s [11/20 05:52:05] ppdet.engine INFO: Epoch: [92] [2160/3251] learning_rate: 0.002644 loss_vfl: 0.703670 loss_bbox: 0.240827 loss_dfl: 0.175389 loss: 1.122917 eta: 14:30:30 batch_cost: 2.2013 data_cost: 0.0009 ips: 12.7198 images/s [11/20 05:52:52] ppdet.engine INFO: Epoch: [92] [2180/3251] learning_rate: 0.002639 loss_vfl: 0.708607 loss_bbox: 0.250042 loss_dfl: 0.178568 loss: 1.164143 eta: 14:29:46 batch_cost: 2.1812 data_cost: 0.0009 ips: 12.8370 images/s [11/20 05:53:41] ppdet.engine INFO: Epoch: [92] [2200/3251] learning_rate: 0.002635 loss_vfl: 0.734569 loss_bbox: 0.274690 loss_dfl: 0.202778 loss: 1.192562 eta: 14:29:03 batch_cost: 2.3164 data_cost: 0.0009 ips: 12.0875 images/s [11/20 05:54:29] ppdet.engine INFO: Epoch: [92] [2220/3251] learning_rate: 0.002631 loss_vfl: 0.711937 loss_bbox: 0.245973 loss_dfl: 0.170020 loss: 1.155630 eta: 14:28:19 batch_cost: 2.2970 data_cost: 0.0016 ips: 12.1898 images/s [11/20 05:55:15] ppdet.engine INFO: Epoch: [92] [2240/3251] learning_rate: 0.002626 loss_vfl: 0.705043 loss_bbox: 0.211846 loss_dfl: 0.156348 loss: 1.083921 eta: 14:27:35 batch_cost: 2.2092 data_cost: 0.0009 ips: 12.6740 images/s [11/20 05:56:03] ppdet.engine INFO: Epoch: [92] [2260/3251] learning_rate: 0.002622 loss_vfl: 0.678049 loss_bbox: 0.251415 loss_dfl: 0.172750 loss: 1.130247 eta: 14:26:51 batch_cost: 2.2885 data_cost: 0.0010 ips: 12.2350 images/s [11/20 05:56:52] ppdet.engine INFO: Epoch: [92] [2280/3251] learning_rate: 0.002617 loss_vfl: 0.682573 loss_bbox: 0.243663 loss_dfl: 0.170048 loss: 1.113246 eta: 14:26:08 batch_cost: 2.2728 data_cost: 0.0009 ips: 12.3196 images/s [11/20 05:57:37] ppdet.engine INFO: Epoch: [92] [2300/3251] learning_rate: 0.002613 loss_vfl: 0.690627 loss_bbox: 0.251780 loss_dfl: 0.168303 loss: 1.109122 eta: 14:25:24 batch_cost: 2.1554 data_cost: 0.0010 ips: 12.9906 images/s [11/20 05:58:24] ppdet.engine INFO: Epoch: [92] [2320/3251] learning_rate: 0.002609 loss_vfl: 0.710407 loss_bbox: 0.276972 loss_dfl: 0.193951 loss: 1.187900 eta: 14:24:40 batch_cost: 2.1665 data_cost: 0.0010 ips: 12.9243 images/s [11/20 05:59:14] ppdet.engine INFO: Epoch: [92] [2340/3251] learning_rate: 0.002604 loss_vfl: 0.732883 loss_bbox: 0.226214 loss_dfl: 0.164109 loss: 1.118742 eta: 14:23:57 batch_cost: 2.3267 data_cost: 0.0009 ips: 12.0344 images/s [11/20 06:00:01] ppdet.engine INFO: Epoch: [92] [2360/3251] learning_rate: 0.002600 loss_vfl: 0.695983 loss_bbox: 0.239474 loss_dfl: 0.168774 loss: 1.110404 eta: 14:23:13 batch_cost: 2.2255 data_cost: 0.0011 ips: 12.5814 images/s [11/20 06:00:50] ppdet.engine INFO: Epoch: [92] [2380/3251] learning_rate: 0.002595 loss_vfl: 0.726223 loss_bbox: 0.238415 loss_dfl: 0.171513 loss: 1.138585 eta: 14:22:29 batch_cost: 2.2702 data_cost: 0.0011 ips: 12.3338 images/s [11/20 06:01:38] ppdet.engine INFO: Epoch: [92] [2400/3251] learning_rate: 0.002591 loss_vfl: 0.726480 loss_bbox: 0.240495 loss_dfl: 0.175066 loss: 1.162332 eta: 14:21:46 batch_cost: 2.3423 data_cost: 0.0016 ips: 11.9539 images/s [11/20 06:02:25] ppdet.engine INFO: Epoch: [92] [2420/3251] learning_rate: 0.002587 loss_vfl: 0.705176 loss_bbox: 0.292955 loss_dfl: 0.194320 loss: 1.190641 eta: 14:21:02 batch_cost: 2.1789 data_cost: 0.0009 ips: 12.8505 images/s [11/20 06:03:13] ppdet.engine INFO: Epoch: [92] [2440/3251] learning_rate: 0.002582 loss_vfl: 0.719864 loss_bbox: 0.231248 loss_dfl: 0.167052 loss: 1.117262 eta: 14:20:18 batch_cost: 2.2837 data_cost: 0.0009 ips: 12.2608 images/s [11/20 06:04:00] ppdet.engine INFO: Epoch: [92] [2460/3251] learning_rate: 0.002578 loss_vfl: 0.714990 loss_bbox: 0.220518 loss_dfl: 0.156549 loss: 1.102669 eta: 14:19:34 batch_cost: 2.2349 data_cost: 0.0010 ips: 12.5283 images/s [11/20 06:04:48] ppdet.engine INFO: Epoch: [92] [2480/3251] learning_rate: 0.002574 loss_vfl: 0.746757 loss_bbox: 0.244313 loss_dfl: 0.176114 loss: 1.154615 eta: 14:18:51 batch_cost: 2.2784 data_cost: 0.0010 ips: 12.2895 images/s [11/20 06:05:35] ppdet.engine INFO: Epoch: [92] [2500/3251] learning_rate: 0.002569 loss_vfl: 0.702815 loss_bbox: 0.259296 loss_dfl: 0.170991 loss: 1.162551 eta: 14:18:07 batch_cost: 2.2171 data_cost: 0.0012 ips: 12.6293 images/s [11/20 06:06:23] ppdet.engine INFO: Epoch: [92] [2520/3251] learning_rate: 0.002565 loss_vfl: 0.704302 loss_bbox: 0.243752 loss_dfl: 0.174794 loss: 1.154890 eta: 14:17:23 batch_cost: 2.3073 data_cost: 0.0010 ips: 12.1353 images/s [11/20 06:07:10] ppdet.engine INFO: Epoch: [92] [2540/3251] learning_rate: 0.002561 loss_vfl: 0.711042 loss_bbox: 0.252339 loss_dfl: 0.169132 loss: 1.135969 eta: 14:16:39 batch_cost: 2.1619 data_cost: 0.0014 ips: 12.9513 images/s [11/20 06:07:58] ppdet.engine INFO: Epoch: [92] [2560/3251] learning_rate: 0.002556 loss_vfl: 0.737658 loss_bbox: 0.253106 loss_dfl: 0.177864 loss: 1.186854 eta: 14:15:56 batch_cost: 2.3006 data_cost: 0.0012 ips: 12.1705 images/s [11/20 06:08:45] ppdet.engine INFO: Epoch: [92] [2580/3251] learning_rate: 0.002552 loss_vfl: 0.701961 loss_bbox: 0.233686 loss_dfl: 0.168519 loss: 1.103393 eta: 14:15:12 batch_cost: 2.2031 data_cost: 0.0012 ips: 12.7094 images/s [11/20 06:09:33] ppdet.engine INFO: Epoch: [92] [2600/3251] learning_rate: 0.002547 loss_vfl: 0.748359 loss_bbox: 0.240812 loss_dfl: 0.177458 loss: 1.169922 eta: 14:14:28 batch_cost: 2.3382 data_cost: 0.0010 ips: 11.9751 images/s [11/20 06:10:19] ppdet.engine INFO: Epoch: [92] [2620/3251] learning_rate: 0.002543 loss_vfl: 0.698938 loss_bbox: 0.260555 loss_dfl: 0.177997 loss: 1.162938 eta: 14:13:45 batch_cost: 2.1268 data_cost: 0.0009 ips: 13.1651 images/s [11/20 06:11:07] ppdet.engine INFO: Epoch: [92] [2640/3251] learning_rate: 0.002539 loss_vfl: 0.723561 loss_bbox: 0.244167 loss_dfl: 0.176551 loss: 1.167321 eta: 14:13:01 batch_cost: 2.2136 data_cost: 0.0010 ips: 12.6493 images/s [11/20 06:11:53] ppdet.engine INFO: Epoch: [92] [2660/3251] learning_rate: 0.002534 loss_vfl: 0.700659 loss_bbox: 0.232492 loss_dfl: 0.167339 loss: 1.121452 eta: 14:12:17 batch_cost: 2.1648 data_cost: 0.0011 ips: 12.9341 images/s [11/20 06:12:40] ppdet.engine INFO: Epoch: [92] [2680/3251] learning_rate: 0.002530 loss_vfl: 0.699480 loss_bbox: 0.227139 loss_dfl: 0.170822 loss: 1.124662 eta: 14:11:33 batch_cost: 2.2365 data_cost: 0.0014 ips: 12.5195 images/s [11/20 06:13:28] ppdet.engine INFO: Epoch: [92] [2700/3251] learning_rate: 0.002526 loss_vfl: 0.699810 loss_bbox: 0.233478 loss_dfl: 0.165812 loss: 1.096057 eta: 14:10:50 batch_cost: 2.2941 data_cost: 0.0009 ips: 12.2055 images/s [11/20 06:14:14] ppdet.engine INFO: Epoch: [92] [2720/3251] learning_rate: 0.002522 loss_vfl: 0.715550 loss_bbox: 0.244303 loss_dfl: 0.174221 loss: 1.143757 eta: 14:10:06 batch_cost: 2.1231 data_cost: 0.0010 ips: 13.1884 images/s [11/20 06:15:01] ppdet.engine INFO: Epoch: [92] [2740/3251] learning_rate: 0.002517 loss_vfl: 0.724857 loss_bbox: 0.252170 loss_dfl: 0.173803 loss: 1.183245 eta: 14:09:22 batch_cost: 2.2348 data_cost: 0.0014 ips: 12.5288 images/s [11/20 06:15:49] ppdet.engine INFO: Epoch: [92] [2760/3251] learning_rate: 0.002513 loss_vfl: 0.722181 loss_bbox: 0.270653 loss_dfl: 0.184158 loss: 1.175057 eta: 14:08:38 batch_cost: 2.3112 data_cost: 0.0015 ips: 12.1151 images/s [11/20 06:16:39] ppdet.engine INFO: Epoch: [92] [2780/3251] learning_rate: 0.002509 loss_vfl: 0.697691 loss_bbox: 0.242923 loss_dfl: 0.178588 loss: 1.164683 eta: 14:07:55 batch_cost: 2.4010 data_cost: 0.0010 ips: 11.6618 images/s [11/20 06:17:26] ppdet.engine INFO: Epoch: [92] [2800/3251] learning_rate: 0.002504 loss_vfl: 0.716906 loss_bbox: 0.280539 loss_dfl: 0.192422 loss: 1.171674 eta: 14:07:11 batch_cost: 2.2026 data_cost: 0.0009 ips: 12.7121 images/s [11/20 06:18:14] ppdet.engine INFO: Epoch: [92] [2820/3251] learning_rate: 0.002500 loss_vfl: 0.720135 loss_bbox: 0.269763 loss_dfl: 0.172889 loss: 1.147761 eta: 14:06:27 batch_cost: 2.2624 data_cost: 0.0010 ips: 12.3765 images/s [11/20 06:19:00] ppdet.engine INFO: Epoch: [92] [2840/3251] learning_rate: 0.002496 loss_vfl: 0.704629 loss_bbox: 0.239892 loss_dfl: 0.164689 loss: 1.148579 eta: 14:05:44 batch_cost: 2.1954 data_cost: 0.0009 ips: 12.7540 images/s [11/20 06:19:47] ppdet.engine INFO: Epoch: [92] [2860/3251] learning_rate: 0.002491 loss_vfl: 0.708472 loss_bbox: 0.242090 loss_dfl: 0.174167 loss: 1.123045 eta: 14:05:00 batch_cost: 2.2444 data_cost: 0.0010 ips: 12.4757 images/s [11/20 06:20:32] ppdet.engine INFO: Epoch: [92] [2880/3251] learning_rate: 0.002487 loss_vfl: 0.709583 loss_bbox: 0.255270 loss_dfl: 0.183258 loss: 1.158551 eta: 14:04:16 batch_cost: 2.1955 data_cost: 0.0009 ips: 12.7532 images/s [11/20 06:21:20] ppdet.engine INFO: Epoch: [92] [2900/3251] learning_rate: 0.002483 loss_vfl: 0.694828 loss_bbox: 0.239968 loss_dfl: 0.166079 loss: 1.112833 eta: 14:03:32 batch_cost: 2.2975 data_cost: 0.0009 ips: 12.1870 images/s [11/20 06:22:09] ppdet.engine INFO: Epoch: [92] [2920/3251] learning_rate: 0.002479 loss_vfl: 0.724498 loss_bbox: 0.212828 loss_dfl: 0.165238 loss: 1.126667 eta: 14:02:49 batch_cost: 2.3220 data_cost: 0.0009 ips: 12.0588 images/s [11/20 06:22:57] ppdet.engine INFO: Epoch: [92] [2940/3251] learning_rate: 0.002474 loss_vfl: 0.720404 loss_bbox: 0.231780 loss_dfl: 0.165369 loss: 1.145643 eta: 14:02:05 batch_cost: 2.2726 data_cost: 0.0015 ips: 12.3206 images/s [11/20 06:23:41] ppdet.engine INFO: Epoch: [92] [2960/3251] learning_rate: 0.002470 loss_vfl: 0.701121 loss_bbox: 0.251264 loss_dfl: 0.184666 loss: 1.130611 eta: 14:01:21 batch_cost: 2.1234 data_cost: 0.0010 ips: 13.1864 images/s [11/20 06:24:28] ppdet.engine INFO: Epoch: [92] [2980/3251] learning_rate: 0.002466 loss_vfl: 0.720487 loss_bbox: 0.269901 loss_dfl: 0.191031 loss: 1.155154 eta: 14:00:37 batch_cost: 2.2276 data_cost: 0.0011 ips: 12.5699 images/s [11/20 06:25:16] ppdet.engine INFO: Epoch: [92] [3000/3251] learning_rate: 0.002462 loss_vfl: 0.718696 loss_bbox: 0.254933 loss_dfl: 0.178185 loss: 1.185240 eta: 13:59:54 batch_cost: 2.2990 data_cost: 0.0009 ips: 12.1794 images/s [11/20 06:26:03] ppdet.engine INFO: Epoch: [92] [3020/3251] learning_rate: 0.002457 loss_vfl: 0.712835 loss_bbox: 0.255185 loss_dfl: 0.173139 loss: 1.147942 eta: 13:59:10 batch_cost: 2.1075 data_cost: 0.0011 ips: 13.2859 images/s [11/20 06:26:50] ppdet.engine INFO: Epoch: [92] [3040/3251] learning_rate: 0.002453 loss_vfl: 0.707301 loss_bbox: 0.249767 loss_dfl: 0.176383 loss: 1.142983 eta: 13:58:26 batch_cost: 2.1669 data_cost: 0.0010 ips: 12.9214 images/s [11/20 06:27:37] ppdet.engine INFO: Epoch: [92] [3060/3251] learning_rate: 0.002449 loss_vfl: 0.716504 loss_bbox: 0.237046 loss_dfl: 0.170776 loss: 1.116846 eta: 13:57:42 batch_cost: 2.2496 data_cost: 0.0010 ips: 12.4468 images/s [11/20 06:28:24] ppdet.engine INFO: Epoch: [92] [3080/3251] learning_rate: 0.002445 loss_vfl: 0.703442 loss_bbox: 0.250160 loss_dfl: 0.174060 loss: 1.128777 eta: 13:56:59 batch_cost: 2.2616 data_cost: 0.0015 ips: 12.3805 images/s [11/20 06:29:13] ppdet.engine INFO: Epoch: [92] [3100/3251] learning_rate: 0.002440 loss_vfl: 0.706183 loss_bbox: 0.239079 loss_dfl: 0.175116 loss: 1.141704 eta: 13:56:15 batch_cost: 2.1563 data_cost: 0.0013 ips: 12.9853 images/s [11/20 06:29:58] ppdet.engine INFO: Epoch: [92] [3120/3251] learning_rate: 0.002436 loss_vfl: 0.686302 loss_bbox: 0.240413 loss_dfl: 0.177131 loss: 1.112867 eta: 13:55:31 batch_cost: 2.1684 data_cost: 0.0010 ips: 12.9125 images/s [11/20 06:30:45] ppdet.engine INFO: Epoch: [92] [3140/3251] learning_rate: 0.002432 loss_vfl: 0.708791 loss_bbox: 0.264135 loss_dfl: 0.180641 loss: 1.155307 eta: 13:54:47 batch_cost: 2.1864 data_cost: 0.0012 ips: 12.8063 images/s [11/20 06:31:34] ppdet.engine INFO: Epoch: [92] [3160/3251] learning_rate: 0.002428 loss_vfl: 0.719936 loss_bbox: 0.272247 loss_dfl: 0.184311 loss: 1.199057 eta: 13:54:03 batch_cost: 2.2924 data_cost: 0.0011 ips: 12.2141 images/s [11/20 06:32:22] ppdet.engine INFO: Epoch: [92] [3180/3251] learning_rate: 0.002423 loss_vfl: 0.722091 loss_bbox: 0.288423 loss_dfl: 0.192575 loss: 1.205112 eta: 13:53:20 batch_cost: 2.2705 data_cost: 0.0010 ips: 12.3320 images/s [11/20 06:33:10] ppdet.engine INFO: Epoch: [92] [3200/3251] learning_rate: 0.002419 loss_vfl: 0.709829 loss_bbox: 0.278068 loss_dfl: 0.178394 loss: 1.151345 eta: 13:52:36 batch_cost: 2.2565 data_cost: 0.0010 ips: 12.4087 images/s [11/20 06:34:01] ppdet.engine INFO: Epoch: [92] [3220/3251] learning_rate: 0.002415 loss_vfl: 0.717392 loss_bbox: 0.240387 loss_dfl: 0.173935 loss: 1.164706 eta: 13:51:53 batch_cost: 2.3771 data_cost: 0.0010 ips: 11.7792 images/s [11/20 06:34:44] ppdet.engine INFO: Epoch: [92] [3240/3251] learning_rate: 0.002411 loss_vfl: 0.682137 loss_bbox: 0.235340 loss_dfl: 0.161830 loss: 1.092526 eta: 13:51:09 batch_cost: 2.0608 data_cost: 0.0014 ips: 13.5870 images/s [11/20 06:35:21] ppdet.engine INFO: Epoch: [93] [ 0/3251] learning_rate: 0.002408 loss_vfl: 0.692289 loss_bbox: 0.230943 loss_dfl: 0.155486 loss: 1.120188 eta: 13:50:45 batch_cost: 2.3098 data_cost: 0.5725 ips: 12.1221 images/s [11/20 06:36:16] ppdet.engine INFO: Epoch: [93] [ 20/3251] learning_rate: 0.002404 loss_vfl: 0.688536 loss_bbox: 0.242535 loss_dfl: 0.176442 loss: 1.124047 eta: 13:50:01 batch_cost: 2.4685 data_cost: 0.0010 ips: 11.3428 images/s [11/20 06:37:04] ppdet.engine INFO: Epoch: [93] [ 40/3251] learning_rate: 0.002400 loss_vfl: 0.708285 loss_bbox: 0.294378 loss_dfl: 0.202314 loss: 1.192195 eta: 13:49:18 batch_cost: 2.2903 data_cost: 0.0009 ips: 12.2254 images/s [11/20 06:37:50] ppdet.engine INFO: Epoch: [93] [ 60/3251] learning_rate: 0.002396 loss_vfl: 0.705167 loss_bbox: 0.232722 loss_dfl: 0.166073 loss: 1.097644 eta: 13:48:34 batch_cost: 2.2057 data_cost: 0.0009 ips: 12.6943 images/s [11/20 06:38:37] ppdet.engine INFO: Epoch: [93] [ 80/3251] learning_rate: 0.002391 loss_vfl: 0.702178 loss_bbox: 0.261986 loss_dfl: 0.188494 loss: 1.137263 eta: 13:47:50 batch_cost: 2.1631 data_cost: 0.0010 ips: 12.9443 images/s [11/20 06:39:24] ppdet.engine INFO: Epoch: [93] [ 100/3251] learning_rate: 0.002387 loss_vfl: 0.709083 loss_bbox: 0.225995 loss_dfl: 0.161512 loss: 1.096718 eta: 13:47:06 batch_cost: 2.1884 data_cost: 0.0011 ips: 12.7950 images/s [11/20 06:40:15] ppdet.engine INFO: Epoch: [93] [ 120/3251] learning_rate: 0.002383 loss_vfl: 0.695490 loss_bbox: 0.255025 loss_dfl: 0.174740 loss: 1.131642 eta: 13:46:23 batch_cost: 2.4443 data_cost: 0.0010 ips: 11.4554 images/s [11/20 06:41:03] ppdet.engine INFO: Epoch: [93] [ 140/3251] learning_rate: 0.002379 loss_vfl: 0.714460 loss_bbox: 0.237260 loss_dfl: 0.180092 loss: 1.133678 eta: 13:45:39 batch_cost: 2.2727 data_cost: 0.0009 ips: 12.3204 images/s [11/20 06:41:50] ppdet.engine INFO: Epoch: [93] [ 160/3251] learning_rate: 0.002375 loss_vfl: 0.736357 loss_bbox: 0.266890 loss_dfl: 0.193332 loss: 1.220145 eta: 13:44:55 batch_cost: 2.2087 data_cost: 0.0016 ips: 12.6771 images/s [11/20 06:42:38] ppdet.engine INFO: Epoch: [93] [ 180/3251] learning_rate: 0.002371 loss_vfl: 0.723047 loss_bbox: 0.287029 loss_dfl: 0.186052 loss: 1.183771 eta: 13:44:12 batch_cost: 2.2716 data_cost: 0.0010 ips: 12.3260 images/s [11/20 06:43:25] ppdet.engine INFO: Epoch: [93] [ 200/3251] learning_rate: 0.002366 loss_vfl: 0.706435 loss_bbox: 0.226357 loss_dfl: 0.176288 loss: 1.134867 eta: 13:43:28 batch_cost: 2.2502 data_cost: 0.0010 ips: 12.4435 images/s [11/20 06:44:13] ppdet.engine INFO: Epoch: [93] [ 220/3251] learning_rate: 0.002362 loss_vfl: 0.710017 loss_bbox: 0.251824 loss_dfl: 0.174812 loss: 1.132876 eta: 13:42:44 batch_cost: 2.2261 data_cost: 0.0010 ips: 12.5782 images/s [11/20 06:45:01] ppdet.engine INFO: Epoch: [93] [ 240/3251] learning_rate: 0.002358 loss_vfl: 0.710263 loss_bbox: 0.229374 loss_dfl: 0.172284 loss: 1.119098 eta: 13:42:00 batch_cost: 2.2855 data_cost: 0.0015 ips: 12.2510 images/s [11/20 06:45:45] ppdet.engine INFO: Epoch: [93] [ 260/3251] learning_rate: 0.002354 loss_vfl: 0.704067 loss_bbox: 0.264259 loss_dfl: 0.185088 loss: 1.144950 eta: 13:41:17 batch_cost: 2.1117 data_cost: 0.0011 ips: 13.2593 images/s [11/20 06:46:32] ppdet.engine INFO: Epoch: [93] [ 280/3251] learning_rate: 0.002350 loss_vfl: 0.703956 loss_bbox: 0.237629 loss_dfl: 0.176744 loss: 1.119328 eta: 13:40:33 batch_cost: 2.2420 data_cost: 0.0009 ips: 12.4887 images/s [11/20 06:47:20] ppdet.engine INFO: Epoch: [93] [ 300/3251] learning_rate: 0.002345 loss_vfl: 0.711591 loss_bbox: 0.241412 loss_dfl: 0.166739 loss: 1.139898 eta: 13:39:49 batch_cost: 2.2336 data_cost: 0.0010 ips: 12.5359 images/s [11/20 06:48:08] ppdet.engine INFO: Epoch: [93] [ 320/3251] learning_rate: 0.002341 loss_vfl: 0.722746 loss_bbox: 0.253370 loss_dfl: 0.173032 loss: 1.153963 eta: 13:39:05 batch_cost: 2.2930 data_cost: 0.0009 ips: 12.2113 images/s [11/20 06:48:53] ppdet.engine INFO: Epoch: [93] [ 340/3251] learning_rate: 0.002337 loss_vfl: 0.697108 loss_bbox: 0.248977 loss_dfl: 0.178385 loss: 1.144730 eta: 13:38:22 batch_cost: 2.1833 data_cost: 0.0010 ips: 12.8247 images/s [11/20 06:49:41] ppdet.engine INFO: Epoch: [93] [ 360/3251] learning_rate: 0.002333 loss_vfl: 0.712854 loss_bbox: 0.247598 loss_dfl: 0.183994 loss: 1.150594 eta: 13:37:38 batch_cost: 2.2399 data_cost: 0.0013 ips: 12.5004 images/s [11/20 06:50:28] ppdet.engine INFO: Epoch: [93] [ 380/3251] learning_rate: 0.002329 loss_vfl: 0.691055 loss_bbox: 0.228382 loss_dfl: 0.155751 loss: 1.093835 eta: 13:36:54 batch_cost: 2.2375 data_cost: 0.0009 ips: 12.5141 images/s [11/20 06:51:16] ppdet.engine INFO: Epoch: [93] [ 400/3251] learning_rate: 0.002325 loss_vfl: 0.695506 loss_bbox: 0.263815 loss_dfl: 0.180541 loss: 1.150905 eta: 13:36:11 batch_cost: 2.3102 data_cost: 0.0010 ips: 12.1200 images/s [11/20 06:52:03] ppdet.engine INFO: Epoch: [93] [ 420/3251] learning_rate: 0.002321 loss_vfl: 0.720542 loss_bbox: 0.246416 loss_dfl: 0.169585 loss: 1.132570 eta: 13:35:27 batch_cost: 2.2148 data_cost: 0.0009 ips: 12.6424 images/s [11/20 06:52:51] ppdet.engine INFO: Epoch: [93] [ 440/3251] learning_rate: 0.002316 loss_vfl: 0.703768 loss_bbox: 0.270189 loss_dfl: 0.186258 loss: 1.205849 eta: 13:34:43 batch_cost: 2.2212 data_cost: 0.0012 ips: 12.6058 images/s [11/20 06:53:39] ppdet.engine INFO: Epoch: [93] [ 460/3251] learning_rate: 0.002312 loss_vfl: 0.729806 loss_bbox: 0.205945 loss_dfl: 0.155081 loss: 1.083001 eta: 13:33:59 batch_cost: 2.2379 data_cost: 0.0013 ips: 12.5119 images/s [11/20 06:54:26] ppdet.engine INFO: Epoch: [93] [ 480/3251] learning_rate: 0.002308 loss_vfl: 0.713941 loss_bbox: 0.230462 loss_dfl: 0.164573 loss: 1.164396 eta: 13:33:15 batch_cost: 2.2166 data_cost: 0.0009 ips: 12.6320 images/s [11/20 06:55:13] ppdet.engine INFO: Epoch: [93] [ 500/3251] learning_rate: 0.002304 loss_vfl: 0.737165 loss_bbox: 0.263272 loss_dfl: 0.176775 loss: 1.179354 eta: 13:32:32 batch_cost: 2.2549 data_cost: 0.0011 ips: 12.4172 images/s [11/20 06:56:00] ppdet.engine INFO: Epoch: [93] [ 520/3251] learning_rate: 0.002300 loss_vfl: 0.721208 loss_bbox: 0.233408 loss_dfl: 0.168388 loss: 1.124462 eta: 13:31:48 batch_cost: 2.2384 data_cost: 0.0010 ips: 12.5090 images/s [11/20 06:56:48] ppdet.engine INFO: Epoch: [93] [ 540/3251] learning_rate: 0.002296 loss_vfl: 0.689113 loss_bbox: 0.249128 loss_dfl: 0.166344 loss: 1.071581 eta: 13:31:04 batch_cost: 2.2394 data_cost: 0.0009 ips: 12.5035 images/s [11/20 06:57:33] ppdet.engine INFO: Epoch: [93] [ 560/3251] learning_rate: 0.002292 loss_vfl: 0.717995 loss_bbox: 0.213454 loss_dfl: 0.153503 loss: 1.098269 eta: 13:30:20 batch_cost: 2.1779 data_cost: 0.0011 ips: 12.8565 images/s [11/20 06:58:20] ppdet.engine INFO: Epoch: [93] [ 580/3251] learning_rate: 0.002288 loss_vfl: 0.721224 loss_bbox: 0.224585 loss_dfl: 0.159347 loss: 1.103217 eta: 13:29:36 batch_cost: 2.0667 data_cost: 0.0010 ips: 13.5482 images/s [11/20 06:59:09] ppdet.engine INFO: Epoch: [93] [ 600/3251] learning_rate: 0.002283 loss_vfl: 0.726804 loss_bbox: 0.233643 loss_dfl: 0.166266 loss: 1.120404 eta: 13:28:53 batch_cost: 2.3454 data_cost: 0.0010 ips: 11.9384 images/s [11/20 06:59:54] ppdet.engine INFO: Epoch: [93] [ 620/3251] learning_rate: 0.002279 loss_vfl: 0.726213 loss_bbox: 0.238586 loss_dfl: 0.171580 loss: 1.156194 eta: 13:28:09 batch_cost: 2.1868 data_cost: 0.0010 ips: 12.8040 images/s [11/20 07:00:43] ppdet.engine INFO: Epoch: [93] [ 640/3251] learning_rate: 0.002275 loss_vfl: 0.711471 loss_bbox: 0.261281 loss_dfl: 0.182956 loss: 1.183329 eta: 13:27:25 batch_cost: 2.2957 data_cost: 0.0010 ips: 12.1967 images/s [11/20 07:01:31] ppdet.engine INFO: Epoch: [93] [ 660/3251] learning_rate: 0.002271 loss_vfl: 0.720888 loss_bbox: 0.216028 loss_dfl: 0.158752 loss: 1.094279 eta: 13:26:42 batch_cost: 2.2734 data_cost: 0.0010 ips: 12.3161 images/s [11/20 07:02:19] ppdet.engine INFO: Epoch: [93] [ 680/3251] learning_rate: 0.002267 loss_vfl: 0.712389 loss_bbox: 0.245381 loss_dfl: 0.166872 loss: 1.136108 eta: 13:25:58 batch_cost: 2.2826 data_cost: 0.0010 ips: 12.2666 images/s [11/20 07:03:07] ppdet.engine INFO: Epoch: [93] [ 700/3251] learning_rate: 0.002263 loss_vfl: 0.718648 loss_bbox: 0.261560 loss_dfl: 0.185842 loss: 1.152092 eta: 13:25:14 batch_cost: 2.2672 data_cost: 0.0010 ips: 12.3501 images/s [11/20 07:03:54] ppdet.engine INFO: Epoch: [93] [ 720/3251] learning_rate: 0.002259 loss_vfl: 0.692641 loss_bbox: 0.238813 loss_dfl: 0.177132 loss: 1.120946 eta: 13:24:30 batch_cost: 2.0968 data_cost: 0.0010 ips: 13.3537 images/s [11/20 07:04:41] ppdet.engine INFO: Epoch: [93] [ 740/3251] learning_rate: 0.002255 loss_vfl: 0.705614 loss_bbox: 0.247772 loss_dfl: 0.178805 loss: 1.164335 eta: 13:23:47 batch_cost: 2.2062 data_cost: 0.0012 ips: 12.6916 images/s [11/20 07:05:29] ppdet.engine INFO: Epoch: [93] [ 760/3251] learning_rate: 0.002251 loss_vfl: 0.717409 loss_bbox: 0.265507 loss_dfl: 0.178685 loss: 1.155565 eta: 13:23:03 batch_cost: 2.2670 data_cost: 0.0011 ips: 12.3509 images/s [11/20 07:06:15] ppdet.engine INFO: Epoch: [93] [ 780/3251] learning_rate: 0.002247 loss_vfl: 0.695269 loss_bbox: 0.231391 loss_dfl: 0.170106 loss: 1.115503 eta: 13:22:19 batch_cost: 2.1136 data_cost: 0.0013 ips: 13.2475 images/s [11/20 07:07:03] ppdet.engine INFO: Epoch: [93] [ 800/3251] learning_rate: 0.002243 loss_vfl: 0.719967 loss_bbox: 0.269492 loss_dfl: 0.178256 loss: 1.180824 eta: 13:21:35 batch_cost: 2.2589 data_cost: 0.0010 ips: 12.3956 images/s [11/20 07:07:49] ppdet.engine INFO: Epoch: [93] [ 820/3251] learning_rate: 0.002239 loss_vfl: 0.685948 loss_bbox: 0.253837 loss_dfl: 0.182341 loss: 1.118228 eta: 13:20:51 batch_cost: 2.1269 data_cost: 0.0010 ips: 13.1649 images/s [11/20 07:08:36] ppdet.engine INFO: Epoch: [93] [ 840/3251] learning_rate: 0.002234 loss_vfl: 0.703344 loss_bbox: 0.262584 loss_dfl: 0.188195 loss: 1.148292 eta: 13:20:08 batch_cost: 2.1817 data_cost: 0.0011 ips: 12.8342 images/s [11/20 07:09:26] ppdet.engine INFO: Epoch: [93] [ 860/3251] learning_rate: 0.002230 loss_vfl: 0.699242 loss_bbox: 0.235488 loss_dfl: 0.171580 loss: 1.124870 eta: 13:19:24 batch_cost: 2.3185 data_cost: 0.0010 ips: 12.0766 images/s [11/20 07:10:11] ppdet.engine INFO: Epoch: [93] [ 880/3251] learning_rate: 0.002226 loss_vfl: 0.696584 loss_bbox: 0.228214 loss_dfl: 0.169698 loss: 1.091161 eta: 13:18:40 batch_cost: 2.1558 data_cost: 0.0009 ips: 12.9880 images/s [11/20 07:10:58] ppdet.engine INFO: Epoch: [93] [ 900/3251] learning_rate: 0.002222 loss_vfl: 0.716504 loss_bbox: 0.237552 loss_dfl: 0.175348 loss: 1.123055 eta: 13:17:56 batch_cost: 2.2186 data_cost: 0.0016 ips: 12.6205 images/s [11/20 07:11:48] ppdet.engine INFO: Epoch: [93] [ 920/3251] learning_rate: 0.002218 loss_vfl: 0.688190 loss_bbox: 0.222299 loss_dfl: 0.165913 loss: 1.070262 eta: 13:17:13 batch_cost: 2.3336 data_cost: 0.0010 ips: 11.9985 images/s [11/20 07:12:35] ppdet.engine INFO: Epoch: [93] [ 940/3251] learning_rate: 0.002214 loss_vfl: 0.693627 loss_bbox: 0.245840 loss_dfl: 0.182629 loss: 1.099722 eta: 13:16:29 batch_cost: 2.2608 data_cost: 0.0012 ips: 12.3851 images/s [11/20 07:13:22] ppdet.engine INFO: Epoch: [93] [ 960/3251] learning_rate: 0.002210 loss_vfl: 0.693168 loss_bbox: 0.247679 loss_dfl: 0.178150 loss: 1.123737 eta: 13:15:45 batch_cost: 2.2497 data_cost: 0.0010 ips: 12.4460 images/s [11/20 07:14:10] ppdet.engine INFO: Epoch: [93] [ 980/3251] learning_rate: 0.002206 loss_vfl: 0.705562 loss_bbox: 0.243774 loss_dfl: 0.167379 loss: 1.145503 eta: 13:15:02 batch_cost: 2.2423 data_cost: 0.0010 ips: 12.4873 images/s [11/20 07:14:58] ppdet.engine INFO: Epoch: [93] [1000/3251] learning_rate: 0.002202 loss_vfl: 0.702753 loss_bbox: 0.213662 loss_dfl: 0.160139 loss: 1.082107 eta: 13:14:18 batch_cost: 2.2767 data_cost: 0.0015 ips: 12.2986 images/s [11/20 07:15:46] ppdet.engine INFO: Epoch: [93] [1020/3251] learning_rate: 0.002198 loss_vfl: 0.694707 loss_bbox: 0.294201 loss_dfl: 0.193143 loss: 1.177013 eta: 13:13:34 batch_cost: 2.2564 data_cost: 0.0010 ips: 12.4091 images/s [11/20 07:16:35] ppdet.engine INFO: Epoch: [93] [1040/3251] learning_rate: 0.002194 loss_vfl: 0.709458 loss_bbox: 0.248816 loss_dfl: 0.171926 loss: 1.142623 eta: 13:12:50 batch_cost: 2.2856 data_cost: 0.0013 ips: 12.2508 images/s [11/20 07:17:23] ppdet.engine INFO: Epoch: [93] [1060/3251] learning_rate: 0.002190 loss_vfl: 0.701129 loss_bbox: 0.231380 loss_dfl: 0.168925 loss: 1.092851 eta: 13:12:07 batch_cost: 2.1878 data_cost: 0.0009 ips: 12.7983 images/s [11/20 07:18:13] ppdet.engine INFO: Epoch: [93] [1080/3251] learning_rate: 0.002186 loss_vfl: 0.717770 loss_bbox: 0.232041 loss_dfl: 0.172702 loss: 1.134183 eta: 13:11:23 batch_cost: 2.4065 data_cost: 0.0010 ips: 11.6352 images/s [11/20 07:19:01] ppdet.engine INFO: Epoch: [93] [1100/3251] learning_rate: 0.002182 loss_vfl: 0.706529 loss_bbox: 0.243533 loss_dfl: 0.158626 loss: 1.099766 eta: 13:10:39 batch_cost: 2.2956 data_cost: 0.0012 ips: 12.1972 images/s [11/20 07:19:48] ppdet.engine INFO: Epoch: [93] [1120/3251] learning_rate: 0.002178 loss_vfl: 0.704848 loss_bbox: 0.237210 loss_dfl: 0.171474 loss: 1.115924 eta: 13:09:56 batch_cost: 2.2576 data_cost: 0.0011 ips: 12.4026 images/s [11/20 07:20:36] ppdet.engine INFO: Epoch: [93] [1140/3251] learning_rate: 0.002174 loss_vfl: 0.704345 loss_bbox: 0.247079 loss_dfl: 0.170528 loss: 1.164744 eta: 13:09:12 batch_cost: 2.2468 data_cost: 0.0013 ips: 12.4623 images/s [11/20 07:21:24] ppdet.engine INFO: Epoch: [93] [1160/3251] learning_rate: 0.002170 loss_vfl: 0.717258 loss_bbox: 0.267948 loss_dfl: 0.176936 loss: 1.179500 eta: 13:08:28 batch_cost: 2.2813 data_cost: 0.0009 ips: 12.2737 images/s [11/20 07:22:09] ppdet.engine INFO: Epoch: [93] [1180/3251] learning_rate: 0.002166 loss_vfl: 0.700510 loss_bbox: 0.236275 loss_dfl: 0.169353 loss: 1.136138 eta: 13:07:44 batch_cost: 2.1431 data_cost: 0.0009 ips: 13.0655 images/s [11/20 07:22:56] ppdet.engine INFO: Epoch: [93] [1200/3251] learning_rate: 0.002162 loss_vfl: 0.698346 loss_bbox: 0.250151 loss_dfl: 0.164099 loss: 1.120313 eta: 13:07:01 batch_cost: 2.2087 data_cost: 0.0010 ips: 12.6774 images/s [11/20 07:23:43] ppdet.engine INFO: Epoch: [93] [1220/3251] learning_rate: 0.002158 loss_vfl: 0.700917 loss_bbox: 0.249659 loss_dfl: 0.187965 loss: 1.143663 eta: 13:06:17 batch_cost: 2.2286 data_cost: 0.0009 ips: 12.5637 images/s [11/20 07:24:32] ppdet.engine INFO: Epoch: [93] [1240/3251] learning_rate: 0.002154 loss_vfl: 0.710727 loss_bbox: 0.274436 loss_dfl: 0.182268 loss: 1.168463 eta: 13:05:33 batch_cost: 2.2882 data_cost: 0.0011 ips: 12.2368 images/s [11/20 07:25:17] ppdet.engine INFO: Epoch: [93] [1260/3251] learning_rate: 0.002150 loss_vfl: 0.729375 loss_bbox: 0.235907 loss_dfl: 0.170865 loss: 1.125887 eta: 13:04:49 batch_cost: 2.2048 data_cost: 0.0010 ips: 12.6994 images/s [11/20 07:26:04] ppdet.engine INFO: Epoch: [93] [1280/3251] learning_rate: 0.002146 loss_vfl: 0.726585 loss_bbox: 0.277006 loss_dfl: 0.190112 loss: 1.189816 eta: 13:04:06 batch_cost: 2.1620 data_cost: 0.0010 ips: 12.9513 images/s [11/20 07:26:51] ppdet.engine INFO: Epoch: [93] [1300/3251] learning_rate: 0.002142 loss_vfl: 0.691568 loss_bbox: 0.226125 loss_dfl: 0.170306 loss: 1.083727 eta: 13:03:22 batch_cost: 2.1639 data_cost: 0.0020 ips: 12.9399 images/s [11/20 07:27:39] ppdet.engine INFO: Epoch: [93] [1320/3251] learning_rate: 0.002138 loss_vfl: 0.708954 loss_bbox: 0.256353 loss_dfl: 0.175856 loss: 1.151924 eta: 13:02:38 batch_cost: 2.2753 data_cost: 0.0011 ips: 12.3061 images/s [11/20 07:28:24] ppdet.engine INFO: Epoch: [93] [1340/3251] learning_rate: 0.002134 loss_vfl: 0.697039 loss_bbox: 0.267603 loss_dfl: 0.176101 loss: 1.136441 eta: 13:01:54 batch_cost: 2.1555 data_cost: 0.0016 ips: 12.9901 images/s [11/20 07:29:11] ppdet.engine INFO: Epoch: [93] [1360/3251] learning_rate: 0.002130 loss_vfl: 0.708824 loss_bbox: 0.230970 loss_dfl: 0.171746 loss: 1.109855 eta: 13:01:10 batch_cost: 2.2230 data_cost: 0.0009 ips: 12.5955 images/s [11/20 07:29:58] ppdet.engine INFO: Epoch: [93] [1380/3251] learning_rate: 0.002126 loss_vfl: 0.729619 loss_bbox: 0.227325 loss_dfl: 0.168923 loss: 1.134649 eta: 13:00:27 batch_cost: 2.1847 data_cost: 0.0017 ips: 12.8166 images/s [11/20 07:30:44] ppdet.engine INFO: Epoch: [93] [1400/3251] learning_rate: 0.002122 loss_vfl: 0.713442 loss_bbox: 0.235870 loss_dfl: 0.177843 loss: 1.098696 eta: 12:59:43 batch_cost: 2.1939 data_cost: 0.0009 ips: 12.7629 images/s [11/20 07:31:31] ppdet.engine INFO: Epoch: [93] [1420/3251] learning_rate: 0.002118 loss_vfl: 0.713890 loss_bbox: 0.221635 loss_dfl: 0.167842 loss: 1.101560 eta: 12:58:59 batch_cost: 2.1818 data_cost: 0.0010 ips: 12.8333 images/s [11/20 07:32:19] ppdet.engine INFO: Epoch: [93] [1440/3251] learning_rate: 0.002114 loss_vfl: 0.735449 loss_bbox: 0.254202 loss_dfl: 0.166189 loss: 1.155334 eta: 12:58:15 batch_cost: 2.3408 data_cost: 0.0009 ips: 11.9616 images/s [11/20 07:33:04] ppdet.engine INFO: Epoch: [93] [1460/3251] learning_rate: 0.002110 loss_vfl: 0.714140 loss_bbox: 0.230627 loss_dfl: 0.169910 loss: 1.124734 eta: 12:57:32 batch_cost: 2.1179 data_cost: 0.0010 ips: 13.2207 images/s [11/20 07:33:52] ppdet.engine INFO: Epoch: [93] [1480/3251] learning_rate: 0.002106 loss_vfl: 0.704638 loss_bbox: 0.242403 loss_dfl: 0.175266 loss: 1.117242 eta: 12:56:48 batch_cost: 2.2087 data_cost: 0.0011 ips: 12.6769 images/s [11/20 07:34:39] ppdet.engine INFO: Epoch: [93] [1500/3251] learning_rate: 0.002102 loss_vfl: 0.738112 loss_bbox: 0.235192 loss_dfl: 0.178403 loss: 1.151143 eta: 12:56:04 batch_cost: 2.2543 data_cost: 0.0010 ips: 12.4205 images/s [11/20 07:35:27] ppdet.engine INFO: Epoch: [93] [1520/3251] learning_rate: 0.002098 loss_vfl: 0.706116 loss_bbox: 0.229659 loss_dfl: 0.163889 loss: 1.070275 eta: 12:55:20 batch_cost: 2.3183 data_cost: 0.0009 ips: 12.0779 images/s [11/20 07:36:16] ppdet.engine INFO: Epoch: [93] [1540/3251] learning_rate: 0.002095 loss_vfl: 0.717498 loss_bbox: 0.247245 loss_dfl: 0.173928 loss: 1.124479 eta: 12:54:37 batch_cost: 2.3435 data_cost: 0.0010 ips: 11.9481 images/s [11/20 07:37:06] ppdet.engine INFO: Epoch: [93] [1560/3251] learning_rate: 0.002091 loss_vfl: 0.731351 loss_bbox: 0.271384 loss_dfl: 0.179343 loss: 1.183919 eta: 12:53:53 batch_cost: 2.3998 data_cost: 0.0011 ips: 11.6676 images/s [11/20 07:37:55] ppdet.engine INFO: Epoch: [93] [1580/3251] learning_rate: 0.002087 loss_vfl: 0.704124 loss_bbox: 0.242873 loss_dfl: 0.168588 loss: 1.090008 eta: 12:53:10 batch_cost: 2.3175 data_cost: 0.0010 ips: 12.0819 images/s [11/20 07:38:41] ppdet.engine INFO: Epoch: [93] [1600/3251] learning_rate: 0.002083 loss_vfl: 0.693428 loss_bbox: 0.273892 loss_dfl: 0.177712 loss: 1.174057 eta: 12:52:26 batch_cost: 2.1590 data_cost: 0.0009 ips: 12.9690 images/s [11/20 07:39:28] ppdet.engine INFO: Epoch: [93] [1620/3251] learning_rate: 0.002079 loss_vfl: 0.726576 loss_bbox: 0.235027 loss_dfl: 0.171289 loss: 1.132669 eta: 12:51:42 batch_cost: 2.2155 data_cost: 0.0011 ips: 12.6384 images/s [11/20 07:40:13] ppdet.engine INFO: Epoch: [93] [1640/3251] learning_rate: 0.002075 loss_vfl: 0.701698 loss_bbox: 0.265613 loss_dfl: 0.182299 loss: 1.141351 eta: 12:50:58 batch_cost: 2.1361 data_cost: 0.0011 ips: 13.1083 images/s [11/20 07:41:04] ppdet.engine INFO: Epoch: [93] [1660/3251] learning_rate: 0.002071 loss_vfl: 0.734459 loss_bbox: 0.239740 loss_dfl: 0.175082 loss: 1.140873 eta: 12:50:15 batch_cost: 2.3975 data_cost: 0.0011 ips: 11.6790 images/s [11/20 07:41:51] ppdet.engine INFO: Epoch: [93] [1680/3251] learning_rate: 0.002067 loss_vfl: 0.703184 loss_bbox: 0.258276 loss_dfl: 0.177688 loss: 1.174003 eta: 12:49:31 batch_cost: 2.2472 data_cost: 0.0009 ips: 12.4601 images/s [11/20 07:42:41] ppdet.engine INFO: Epoch: [93] [1700/3251] learning_rate: 0.002063 loss_vfl: 0.711766 loss_bbox: 0.260713 loss_dfl: 0.177670 loss: 1.157441 eta: 12:48:47 batch_cost: 2.3612 data_cost: 0.0010 ips: 11.8584 images/s [11/20 07:43:26] ppdet.engine INFO: Epoch: [93] [1720/3251] learning_rate: 0.002059 loss_vfl: 0.722748 loss_bbox: 0.273591 loss_dfl: 0.181237 loss: 1.171341 eta: 12:48:03 batch_cost: 2.1830 data_cost: 0.0009 ips: 12.8265 images/s [11/20 07:44:13] ppdet.engine INFO: Epoch: [93] [1740/3251] learning_rate: 0.002055 loss_vfl: 0.718016 loss_bbox: 0.257869 loss_dfl: 0.183108 loss: 1.147427 eta: 12:47:20 batch_cost: 2.1623 data_cost: 0.0009 ips: 12.9494 images/s [11/20 07:45:00] ppdet.engine INFO: Epoch: [93] [1760/3251] learning_rate: 0.002051 loss_vfl: 0.716069 loss_bbox: 0.228125 loss_dfl: 0.160402 loss: 1.111973 eta: 12:46:36 batch_cost: 2.2417 data_cost: 0.0013 ips: 12.4903 images/s [11/20 07:45:47] ppdet.engine INFO: Epoch: [93] [1780/3251] learning_rate: 0.002048 loss_vfl: 0.717692 loss_bbox: 0.260787 loss_dfl: 0.181676 loss: 1.138850 eta: 12:45:52 batch_cost: 2.2398 data_cost: 0.0010 ips: 12.5013 images/s [11/20 07:46:32] ppdet.engine INFO: Epoch: [93] [1800/3251] learning_rate: 0.002044 loss_vfl: 0.708881 loss_bbox: 0.268034 loss_dfl: 0.182642 loss: 1.148709 eta: 12:45:08 batch_cost: 2.1510 data_cost: 0.0010 ips: 13.0171 images/s [11/20 07:47:20] ppdet.engine INFO: Epoch: [93] [1820/3251] learning_rate: 0.002040 loss_vfl: 0.735890 loss_bbox: 0.254190 loss_dfl: 0.174312 loss: 1.175699 eta: 12:44:24 batch_cost: 2.2420 data_cost: 0.0014 ips: 12.4886 images/s [11/20 07:48:07] ppdet.engine INFO: Epoch: [93] [1840/3251] learning_rate: 0.002036 loss_vfl: 0.701301 loss_bbox: 0.241964 loss_dfl: 0.176445 loss: 1.127274 eta: 12:43:41 batch_cost: 2.2862 data_cost: 0.0010 ips: 12.2475 images/s [11/20 07:48:53] ppdet.engine INFO: Epoch: [93] [1860/3251] learning_rate: 0.002032 loss_vfl: 0.723174 loss_bbox: 0.239686 loss_dfl: 0.158649 loss: 1.099010 eta: 12:42:57 batch_cost: 2.1836 data_cost: 0.0009 ips: 12.8231 images/s [11/20 07:49:41] ppdet.engine INFO: Epoch: [93] [1880/3251] learning_rate: 0.002028 loss_vfl: 0.692409 loss_bbox: 0.259701 loss_dfl: 0.176939 loss: 1.127785 eta: 12:42:13 batch_cost: 2.2764 data_cost: 0.0009 ips: 12.2999 images/s [11/20 07:50:28] ppdet.engine INFO: Epoch: [93] [1900/3251] learning_rate: 0.002024 loss_vfl: 0.716337 loss_bbox: 0.267051 loss_dfl: 0.180092 loss: 1.171996 eta: 12:41:30 batch_cost: 2.2574 data_cost: 0.0011 ips: 12.4036 images/s [11/20 07:51:15] ppdet.engine INFO: Epoch: [93] [1920/3251] learning_rate: 0.002020 loss_vfl: 0.724562 loss_bbox: 0.240855 loss_dfl: 0.176982 loss: 1.171960 eta: 12:40:46 batch_cost: 2.2166 data_cost: 0.0010 ips: 12.6317 images/s [11/20 07:52:04] ppdet.engine INFO: Epoch: [93] [1940/3251] learning_rate: 0.002017 loss_vfl: 0.715139 loss_bbox: 0.246835 loss_dfl: 0.167996 loss: 1.149905 eta: 12:40:02 batch_cost: 2.3569 data_cost: 0.0010 ips: 11.8802 images/s [11/20 07:52:51] ppdet.engine INFO: Epoch: [93] [1960/3251] learning_rate: 0.002013 loss_vfl: 0.693312 loss_bbox: 0.256640 loss_dfl: 0.176471 loss: 1.143721 eta: 12:39:18 batch_cost: 2.2159 data_cost: 0.0009 ips: 12.6362 images/s [11/20 07:53:38] ppdet.engine INFO: Epoch: [93] [1980/3251] learning_rate: 0.002009 loss_vfl: 0.694161 loss_bbox: 0.224093 loss_dfl: 0.157520 loss: 1.081531 eta: 12:38:35 batch_cost: 2.2488 data_cost: 0.0009 ips: 12.4510 images/s [11/20 07:54:25] ppdet.engine INFO: Epoch: [93] [2000/3251] learning_rate: 0.002005 loss_vfl: 0.726231 loss_bbox: 0.233287 loss_dfl: 0.168916 loss: 1.140240 eta: 12:37:51 batch_cost: 2.2150 data_cost: 0.0010 ips: 12.6413 images/s [11/20 07:55:13] ppdet.engine INFO: Epoch: [93] [2020/3251] learning_rate: 0.002001 loss_vfl: 0.727357 loss_bbox: 0.238697 loss_dfl: 0.177880 loss: 1.153210 eta: 12:37:07 batch_cost: 2.3312 data_cost: 0.0010 ips: 12.0109 images/s [11/20 07:56:01] ppdet.engine INFO: Epoch: [93] [2040/3251] learning_rate: 0.001997 loss_vfl: 0.714826 loss_bbox: 0.215817 loss_dfl: 0.152227 loss: 1.093518 eta: 12:36:24 batch_cost: 2.2971 data_cost: 0.0019 ips: 12.1893 images/s [11/20 07:56:49] ppdet.engine INFO: Epoch: [93] [2060/3251] learning_rate: 0.001993 loss_vfl: 0.697443 loss_bbox: 0.265906 loss_dfl: 0.175303 loss: 1.159759 eta: 12:35:40 batch_cost: 2.2892 data_cost: 0.0014 ips: 12.2315 images/s [11/20 07:57:35] ppdet.engine INFO: Epoch: [93] [2080/3251] learning_rate: 0.001990 loss_vfl: 0.719110 loss_bbox: 0.250789 loss_dfl: 0.177334 loss: 1.126889 eta: 12:34:56 batch_cost: 2.1968 data_cost: 0.0015 ips: 12.7456 images/s [11/20 07:58:22] ppdet.engine INFO: Epoch: [93] [2100/3251] learning_rate: 0.001986 loss_vfl: 0.705417 loss_bbox: 0.249759 loss_dfl: 0.171513 loss: 1.129204 eta: 12:34:12 batch_cost: 2.2491 data_cost: 0.0009 ips: 12.4494 images/s [11/20 07:59:12] ppdet.engine INFO: Epoch: [93] [2120/3251] learning_rate: 0.001982 loss_vfl: 0.722383 loss_bbox: 0.237387 loss_dfl: 0.175923 loss: 1.135737 eta: 12:33:29 batch_cost: 2.3360 data_cost: 0.0010 ips: 11.9862 images/s [11/20 07:59:58] ppdet.engine INFO: Epoch: [93] [2140/3251] learning_rate: 0.001978 loss_vfl: 0.715391 loss_bbox: 0.249092 loss_dfl: 0.172237 loss: 1.136527 eta: 12:32:45 batch_cost: 2.1933 data_cost: 0.0011 ips: 12.7659 images/s [11/20 08:00:47] ppdet.engine INFO: Epoch: [93] [2160/3251] learning_rate: 0.001974 loss_vfl: 0.720658 loss_bbox: 0.226883 loss_dfl: 0.158405 loss: 1.109542 eta: 12:32:01 batch_cost: 2.3110 data_cost: 0.0011 ips: 12.1162 images/s [11/20 08:01:32] ppdet.engine INFO: Epoch: [93] [2180/3251] learning_rate: 0.001970 loss_vfl: 0.705142 loss_bbox: 0.227232 loss_dfl: 0.166122 loss: 1.083181 eta: 12:31:17 batch_cost: 2.1400 data_cost: 0.0013 ips: 13.0841 images/s [11/20 08:02:18] ppdet.engine INFO: Epoch: [93] [2200/3251] learning_rate: 0.001967 loss_vfl: 0.715228 loss_bbox: 0.247430 loss_dfl: 0.170682 loss: 1.138897 eta: 12:30:34 batch_cost: 2.1747 data_cost: 0.0011 ips: 12.8753 images/s [11/20 08:03:05] ppdet.engine INFO: Epoch: [93] [2220/3251] learning_rate: 0.001963 loss_vfl: 0.711014 loss_bbox: 0.269830 loss_dfl: 0.184509 loss: 1.179333 eta: 12:29:50 batch_cost: 2.1877 data_cost: 0.0009 ips: 12.7988 images/s [11/20 08:03:50] ppdet.engine INFO: Epoch: [93] [2240/3251] learning_rate: 0.001959 loss_vfl: 0.685650 loss_bbox: 0.214729 loss_dfl: 0.160819 loss: 1.056582 eta: 12:29:06 batch_cost: 2.1124 data_cost: 0.0009 ips: 13.2549 images/s [11/20 08:04:37] ppdet.engine INFO: Epoch: [93] [2260/3251] learning_rate: 0.001955 loss_vfl: 0.697217 loss_bbox: 0.292968 loss_dfl: 0.188761 loss: 1.186250 eta: 12:28:22 batch_cost: 2.2323 data_cost: 0.0010 ips: 12.5428 images/s [11/20 08:05:24] ppdet.engine INFO: Epoch: [93] [2280/3251] learning_rate: 0.001951 loss_vfl: 0.701573 loss_bbox: 0.219503 loss_dfl: 0.159858 loss: 1.137349 eta: 12:27:38 batch_cost: 2.2526 data_cost: 0.0014 ips: 12.4300 images/s [11/20 08:06:11] ppdet.engine INFO: Epoch: [93] [2300/3251] learning_rate: 0.001948 loss_vfl: 0.730644 loss_bbox: 0.227826 loss_dfl: 0.169564 loss: 1.132031 eta: 12:26:55 batch_cost: 2.1963 data_cost: 0.0009 ips: 12.7489 images/s [11/20 08:06:59] ppdet.engine INFO: Epoch: [93] [2320/3251] learning_rate: 0.001944 loss_vfl: 0.714318 loss_bbox: 0.231089 loss_dfl: 0.166389 loss: 1.136025 eta: 12:26:11 batch_cost: 2.2787 data_cost: 0.0010 ips: 12.2875 images/s [11/20 08:07:49] ppdet.engine INFO: Epoch: [93] [2340/3251] learning_rate: 0.001940 loss_vfl: 0.703826 loss_bbox: 0.211945 loss_dfl: 0.154368 loss: 1.112114 eta: 12:25:27 batch_cost: 2.3568 data_cost: 0.0009 ips: 11.8805 images/s [11/20 08:08:35] ppdet.engine INFO: Epoch: [93] [2360/3251] learning_rate: 0.001936 loss_vfl: 0.701028 loss_bbox: 0.242490 loss_dfl: 0.175626 loss: 1.133765 eta: 12:24:43 batch_cost: 2.1601 data_cost: 0.0009 ips: 12.9625 images/s [11/20 08:09:25] ppdet.engine INFO: Epoch: [93] [2380/3251] learning_rate: 0.001932 loss_vfl: 0.699109 loss_bbox: 0.245211 loss_dfl: 0.176779 loss: 1.104948 eta: 12:24:00 batch_cost: 2.3088 data_cost: 0.0014 ips: 12.1275 images/s [11/20 08:10:13] ppdet.engine INFO: Epoch: [93] [2400/3251] learning_rate: 0.001929 loss_vfl: 0.711872 loss_bbox: 0.223312 loss_dfl: 0.168292 loss: 1.161999 eta: 12:23:16 batch_cost: 2.3282 data_cost: 0.0009 ips: 12.0263 images/s [11/20 08:11:02] ppdet.engine INFO: Epoch: [93] [2420/3251] learning_rate: 0.001925 loss_vfl: 0.718224 loss_bbox: 0.242079 loss_dfl: 0.168409 loss: 1.137324 eta: 12:22:33 batch_cost: 2.3153 data_cost: 0.0013 ips: 12.0936 images/s [11/20 08:11:48] ppdet.engine INFO: Epoch: [93] [2440/3251] learning_rate: 0.001921 loss_vfl: 0.729449 loss_bbox: 0.251970 loss_dfl: 0.183464 loss: 1.178875 eta: 12:21:49 batch_cost: 2.1667 data_cost: 0.0011 ips: 12.9232 images/s [11/20 08:12:35] ppdet.engine INFO: Epoch: [93] [2460/3251] learning_rate: 0.001917 loss_vfl: 0.719984 loss_bbox: 0.233037 loss_dfl: 0.167081 loss: 1.128003 eta: 12:21:05 batch_cost: 2.1662 data_cost: 0.0009 ips: 12.9256 images/s [11/20 08:13:21] ppdet.engine INFO: Epoch: [93] [2480/3251] learning_rate: 0.001914 loss_vfl: 0.718707 loss_bbox: 0.236353 loss_dfl: 0.167974 loss: 1.154888 eta: 12:20:21 batch_cost: 2.1632 data_cost: 0.0010 ips: 12.9437 images/s [11/20 08:14:07] ppdet.engine INFO: Epoch: [93] [2500/3251] learning_rate: 0.001910 loss_vfl: 0.713884 loss_bbox: 0.237464 loss_dfl: 0.175033 loss: 1.117571 eta: 12:19:37 batch_cost: 2.1510 data_cost: 0.0013 ips: 13.0173 images/s [11/20 08:14:53] ppdet.engine INFO: Epoch: [93] [2520/3251] learning_rate: 0.001906 loss_vfl: 0.715603 loss_bbox: 0.266459 loss_dfl: 0.187684 loss: 1.171708 eta: 12:18:53 batch_cost: 2.2014 data_cost: 0.0011 ips: 12.7192 images/s [11/20 08:15:41] ppdet.engine INFO: Epoch: [93] [2540/3251] learning_rate: 0.001902 loss_vfl: 0.714739 loss_bbox: 0.254658 loss_dfl: 0.178236 loss: 1.117115 eta: 12:18:10 batch_cost: 2.2672 data_cost: 0.0016 ips: 12.3501 images/s [11/20 08:16:28] ppdet.engine INFO: Epoch: [93] [2560/3251] learning_rate: 0.001899 loss_vfl: 0.680809 loss_bbox: 0.245704 loss_dfl: 0.165683 loss: 1.088645 eta: 12:17:26 batch_cost: 2.2776 data_cost: 0.0010 ips: 12.2935 images/s [11/20 08:17:16] ppdet.engine INFO: Epoch: [93] [2580/3251] learning_rate: 0.001895 loss_vfl: 0.705443 loss_bbox: 0.251854 loss_dfl: 0.173403 loss: 1.147426 eta: 12:16:42 batch_cost: 2.2598 data_cost: 0.0011 ips: 12.3907 images/s [11/20 08:18:02] ppdet.engine INFO: Epoch: [93] [2600/3251] learning_rate: 0.001891 loss_vfl: 0.724223 loss_bbox: 0.247852 loss_dfl: 0.170479 loss: 1.167095 eta: 12:15:58 batch_cost: 2.1813 data_cost: 0.0009 ips: 12.8361 images/s [11/20 08:18:50] ppdet.engine INFO: Epoch: [93] [2620/3251] learning_rate: 0.001887 loss_vfl: 0.696061 loss_bbox: 0.251767 loss_dfl: 0.162648 loss: 1.142290 eta: 12:15:15 batch_cost: 2.2141 data_cost: 0.0010 ips: 12.6461 images/s [11/20 08:19:36] ppdet.engine INFO: Epoch: [93] [2640/3251] learning_rate: 0.001884 loss_vfl: 0.714749 loss_bbox: 0.246932 loss_dfl: 0.173547 loss: 1.163425 eta: 12:14:31 batch_cost: 2.1761 data_cost: 0.0012 ips: 12.8670 images/s [11/20 08:20:21] ppdet.engine INFO: Epoch: [93] [2660/3251] learning_rate: 0.001880 loss_vfl: 0.725464 loss_bbox: 0.252577 loss_dfl: 0.178677 loss: 1.153738 eta: 12:13:47 batch_cost: 2.1027 data_cost: 0.0009 ips: 13.3162 images/s [11/20 08:21:07] ppdet.engine INFO: Epoch: [93] [2680/3251] learning_rate: 0.001876 loss_vfl: 0.697839 loss_bbox: 0.248910 loss_dfl: 0.170278 loss: 1.158007 eta: 12:13:03 batch_cost: 2.0591 data_cost: 0.0010 ips: 13.5984 images/s [11/20 08:21:54] ppdet.engine INFO: Epoch: [93] [2700/3251] learning_rate: 0.001872 loss_vfl: 0.697868 loss_bbox: 0.249378 loss_dfl: 0.160496 loss: 1.119019 eta: 12:12:19 batch_cost: 2.2441 data_cost: 0.0010 ips: 12.4772 images/s [11/20 08:22:42] ppdet.engine INFO: Epoch: [93] [2720/3251] learning_rate: 0.001869 loss_vfl: 0.709853 loss_bbox: 0.222535 loss_dfl: 0.156897 loss: 1.121436 eta: 12:11:35 batch_cost: 2.2694 data_cost: 0.0010 ips: 12.3381 images/s [11/20 08:23:27] ppdet.engine INFO: Epoch: [93] [2740/3251] learning_rate: 0.001865 loss_vfl: 0.704037 loss_bbox: 0.250416 loss_dfl: 0.169093 loss: 1.118667 eta: 12:10:51 batch_cost: 2.1437 data_cost: 0.0009 ips: 13.0612 images/s [11/20 08:24:14] ppdet.engine INFO: Epoch: [93] [2760/3251] learning_rate: 0.001861 loss_vfl: 0.710015 loss_bbox: 0.255855 loss_dfl: 0.177757 loss: 1.141149 eta: 12:10:08 batch_cost: 2.1686 data_cost: 0.0010 ips: 12.9116 images/s [11/20 08:25:04] ppdet.engine INFO: Epoch: [93] [2780/3251] learning_rate: 0.001858 loss_vfl: 0.698195 loss_bbox: 0.241376 loss_dfl: 0.172415 loss: 1.151573 eta: 12:09:24 batch_cost: 2.3615 data_cost: 0.0010 ips: 11.8568 images/s [11/20 08:25:50] ppdet.engine INFO: Epoch: [93] [2800/3251] learning_rate: 0.001854 loss_vfl: 0.722200 loss_bbox: 0.222601 loss_dfl: 0.161239 loss: 1.110953 eta: 12:08:40 batch_cost: 2.1736 data_cost: 0.0010 ips: 12.8820 images/s [11/20 08:26:36] ppdet.engine INFO: Epoch: [93] [2820/3251] learning_rate: 0.001850 loss_vfl: 0.715053 loss_bbox: 0.243154 loss_dfl: 0.167202 loss: 1.155461 eta: 12:07:56 batch_cost: 2.1603 data_cost: 0.0012 ips: 12.9609 images/s [11/20 08:27:20] ppdet.engine INFO: Epoch: [93] [2840/3251] learning_rate: 0.001846 loss_vfl: 0.723425 loss_bbox: 0.234038 loss_dfl: 0.171346 loss: 1.125727 eta: 12:07:12 batch_cost: 2.0530 data_cost: 0.0009 ips: 13.6388 images/s [11/20 08:28:06] ppdet.engine INFO: Epoch: [93] [2860/3251] learning_rate: 0.001843 loss_vfl: 0.728932 loss_bbox: 0.254597 loss_dfl: 0.180324 loss: 1.164316 eta: 12:06:28 batch_cost: 2.1503 data_cost: 0.0009 ips: 13.0215 images/s [11/20 08:28:53] ppdet.engine INFO: Epoch: [93] [2880/3251] learning_rate: 0.001839 loss_vfl: 0.697909 loss_bbox: 0.266401 loss_dfl: 0.189950 loss: 1.168429 eta: 12:05:45 batch_cost: 2.2332 data_cost: 0.0011 ips: 12.5382 images/s [11/20 08:29:40] ppdet.engine INFO: Epoch: [93] [2900/3251] learning_rate: 0.001835 loss_vfl: 0.721445 loss_bbox: 0.230009 loss_dfl: 0.167035 loss: 1.128054 eta: 12:05:01 batch_cost: 2.2239 data_cost: 0.0010 ips: 12.5907 images/s [11/20 08:30:28] ppdet.engine INFO: Epoch: [93] [2920/3251] learning_rate: 0.001832 loss_vfl: 0.709990 loss_bbox: 0.238617 loss_dfl: 0.169163 loss: 1.126454 eta: 12:04:17 batch_cost: 2.2686 data_cost: 0.0010 ips: 12.3425 images/s [11/20 08:31:13] ppdet.engine INFO: Epoch: [93] [2940/3251] learning_rate: 0.001828 loss_vfl: 0.695982 loss_bbox: 0.233531 loss_dfl: 0.164844 loss: 1.115970 eta: 12:03:33 batch_cost: 2.1398 data_cost: 0.0010 ips: 13.0854 images/s [11/20 08:32:00] ppdet.engine INFO: Epoch: [93] [2960/3251] learning_rate: 0.001824 loss_vfl: 0.697949 loss_bbox: 0.217068 loss_dfl: 0.163825 loss: 1.102633 eta: 12:02:50 batch_cost: 2.2439 data_cost: 0.0010 ips: 12.4785 images/s [11/20 08:32:48] ppdet.engine INFO: Epoch: [93] [2980/3251] learning_rate: 0.001821 loss_vfl: 0.719785 loss_bbox: 0.241696 loss_dfl: 0.178208 loss: 1.157044 eta: 12:02:06 batch_cost: 2.2534 data_cost: 0.0010 ips: 12.4255 images/s [11/20 08:33:34] ppdet.engine INFO: Epoch: [93] [3000/3251] learning_rate: 0.001817 loss_vfl: 0.707563 loss_bbox: 0.223365 loss_dfl: 0.168928 loss: 1.073534 eta: 12:01:22 batch_cost: 2.1172 data_cost: 0.0010 ips: 13.2251 images/s [11/20 08:34:22] ppdet.engine INFO: Epoch: [93] [3020/3251] learning_rate: 0.001813 loss_vfl: 0.713881 loss_bbox: 0.235820 loss_dfl: 0.182941 loss: 1.128188 eta: 12:00:38 batch_cost: 2.2910 data_cost: 0.0009 ips: 12.2217 images/s [11/20 08:35:08] ppdet.engine INFO: Epoch: [93] [3040/3251] learning_rate: 0.001810 loss_vfl: 0.729742 loss_bbox: 0.210106 loss_dfl: 0.163668 loss: 1.110094 eta: 11:59:54 batch_cost: 2.2053 data_cost: 0.0010 ips: 12.6965 images/s [11/20 08:35:56] ppdet.engine INFO: Epoch: [93] [3060/3251] learning_rate: 0.001806 loss_vfl: 0.692088 loss_bbox: 0.217301 loss_dfl: 0.154024 loss: 1.093233 eta: 11:59:11 batch_cost: 2.2211 data_cost: 0.0017 ips: 12.6063 images/s [11/20 08:36:45] ppdet.engine INFO: Epoch: [93] [3080/3251] learning_rate: 0.001802 loss_vfl: 0.716144 loss_bbox: 0.220970 loss_dfl: 0.163958 loss: 1.112594 eta: 11:58:27 batch_cost: 2.3314 data_cost: 0.0016 ips: 12.0098 images/s [11/20 08:37:31] ppdet.engine INFO: Epoch: [93] [3100/3251] learning_rate: 0.001799 loss_vfl: 0.711481 loss_bbox: 0.228572 loss_dfl: 0.165162 loss: 1.125986 eta: 11:57:43 batch_cost: 2.0953 data_cost: 0.0010 ips: 13.3633 images/s [11/20 08:38:19] ppdet.engine INFO: Epoch: [93] [3120/3251] learning_rate: 0.001795 loss_vfl: 0.722972 loss_bbox: 0.287063 loss_dfl: 0.186262 loss: 1.201984 eta: 11:56:59 batch_cost: 2.2118 data_cost: 0.0013 ips: 12.6596 images/s [11/20 08:39:06] ppdet.engine INFO: Epoch: [93] [3140/3251] learning_rate: 0.001791 loss_vfl: 0.715147 loss_bbox: 0.248363 loss_dfl: 0.176195 loss: 1.143751 eta: 11:56:16 batch_cost: 2.2116 data_cost: 0.0010 ips: 12.6603 images/s [11/20 08:39:52] ppdet.engine INFO: Epoch: [93] [3160/3251] learning_rate: 0.001788 loss_vfl: 0.713184 loss_bbox: 0.258399 loss_dfl: 0.179926 loss: 1.118836 eta: 11:55:32 batch_cost: 2.1770 data_cost: 0.0009 ips: 12.8617 images/s [11/20 08:40:38] ppdet.engine INFO: Epoch: [93] [3180/3251] learning_rate: 0.001784 loss_vfl: 0.704331 loss_bbox: 0.254369 loss_dfl: 0.186353 loss: 1.135959 eta: 11:54:48 batch_cost: 2.2112 data_cost: 0.0010 ips: 12.6626 images/s [11/20 08:41:29] ppdet.engine INFO: Epoch: [93] [3200/3251] learning_rate: 0.001781 loss_vfl: 0.728107 loss_bbox: 0.261426 loss_dfl: 0.183834 loss: 1.196347 eta: 11:54:04 batch_cost: 2.3764 data_cost: 0.0009 ips: 11.7828 images/s [11/20 08:42:15] ppdet.engine INFO: Epoch: [93] [3220/3251] learning_rate: 0.001777 loss_vfl: 0.711892 loss_bbox: 0.247447 loss_dfl: 0.181978 loss: 1.159066 eta: 11:53:21 batch_cost: 2.1894 data_cost: 0.0009 ips: 12.7890 images/s [11/20 08:43:00] ppdet.engine INFO: Epoch: [93] [3240/3251] learning_rate: 0.001773 loss_vfl: 0.712110 loss_bbox: 0.270418 loss_dfl: 0.183302 loss: 1.194209 eta: 11:52:37 batch_cost: 2.0995 data_cost: 0.0021 ips: 13.3366 images/s [11/20 08:43:21] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_lcnet_2_5x_640_mainbody [11/20 08:43:21] ppdet.engine INFO: Eval iter: 0 [11/20 08:44:11] ppdet.engine INFO: Eval iter: 100 [11/20 08:44:37] ppdet.engine INFO: Eval iter: 200 [11/20 08:45:03] ppdet.engine INFO: Eval iter: 300 [11/20 08:45:30] ppdet.engine INFO: Eval iter: 400 [11/20 08:45:56] ppdet.engine INFO: Eval iter: 500 [11/20 08:46:23] ppdet.engine INFO: Eval iter: 600 [11/20 08:46:50] ppdet.engine INFO: Eval iter: 700 [11/20 08:47:17] ppdet.engine INFO: Eval iter: 800 [11/20 08:47:45] ppdet.engine INFO: Eval iter: 900 [11/20 08:48:13] ppdet.engine INFO: Eval iter: 1000 [11/20 08:48:40] ppdet.engine INFO: Eval iter: 1100 [11/20 08:49:08] ppdet.engine INFO: Eval iter: 1200 [11/20 08:49:34] ppdet.engine INFO: Eval iter: 1300 [11/20 08:50:01] ppdet.engine INFO: Eval iter: 1400 [11/20 08:50:28] ppdet.engine INFO: Eval iter: 1500 [11/20 08:50:54] ppdet.engine INFO: Eval iter: 1600 [11/20 08:51:22] ppdet.engine INFO: Eval iter: 1700 [11/20 08:51:53] ppdet.engine INFO: Eval iter: 1800 [11/20 08:52:22] ppdet.engine INFO: Eval iter: 1900 [11/20 08:52:50] ppdet.engine INFO: Eval iter: 2000 [11/20 08:53:17] ppdet.engine INFO: Eval iter: 2100 [11/20 08:53:46] ppdet.engine INFO: Eval iter: 2200 [11/20 08:54:16] ppdet.engine INFO: Eval iter: 2300 [11/20 08:55:13] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json. loading annotations into memory... Done (t=2.25s) creating index... index created! [11/20 08:55:15] ppdet.metrics.coco_utils INFO: Start evaluate... Loading and preparing results... DONE (t=15.37s) creating index... index created! Running per image evaluation... Evaluate annotation type *bbox* DONE (t=365.54s). Accumulating evaluation results... DONE (t=28.60s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.387 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.574 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.412 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.239 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.476 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.473 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.085 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.392 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.605 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.378 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.637 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.748 [11/20 09:02:08] ppdet.engine INFO: Total sample number: 19074, averge FPS: 28.031119550504204 [11/20 09:02:08] ppdet.engine INFO: Best test bbox ap is 0.415. [11/20 09:02:10] ppdet.engine INFO: Epoch: [94] [ 0/3251] learning_rate: 0.001771 loss_vfl: 0.719604 loss_bbox: 0.263368 loss_dfl: 0.184592 loss: 1.167482 eta: 11:52:12 batch_cost: 1.4009 data_cost: 0.0020 ips: 19.9865 images/s [11/20 09:02:59] ppdet.engine INFO: Epoch: [94] [ 20/3251] learning_rate: 0.001768 loss_vfl: 0.704695 loss_bbox: 0.238211 loss_dfl: 0.164077 loss: 1.113509 eta: 11:51:28 batch_cost: 2.3015 data_cost: 0.0012 ips: 12.1662 images/s [11/20 09:03:48] ppdet.engine INFO: Epoch: [94] [ 40/3251] learning_rate: 0.001764 loss_vfl: 0.713048 loss_bbox: 0.224813 loss_dfl: 0.167095 loss: 1.110985 eta: 11:50:44 batch_cost: 2.2932 data_cost: 0.0009 ips: 12.2098 images/s [11/20 09:04:39] ppdet.engine INFO: Epoch: [94] [ 60/3251] learning_rate: 0.001760 loss_vfl: 0.711748 loss_bbox: 0.224822 loss_dfl: 0.158364 loss: 1.091905 eta: 11:50:01 batch_cost: 2.3380 data_cost: 0.0010 ips: 11.9762 images/s [11/20 09:05:25] ppdet.engine INFO: Epoch: [94] [ 80/3251] learning_rate: 0.001757 loss_vfl: 0.727383 loss_bbox: 0.265512 loss_dfl: 0.175209 loss: 1.158651 eta: 11:49:17 batch_cost: 2.0629 data_cost: 0.0011 ips: 13.5730 images/s [11/20 09:06:12] ppdet.engine INFO: Epoch: [94] [ 100/3251] learning_rate: 0.001753 loss_vfl: 0.701229 loss_bbox: 0.240436 loss_dfl: 0.164537 loss: 1.135727 eta: 11:48:33 batch_cost: 2.1674 data_cost: 0.0013 ips: 12.9187 images/s [11/20 09:07:01] ppdet.engine INFO: Epoch: [94] [ 120/3251] learning_rate: 0.001750 loss_vfl: 0.730614 loss_bbox: 0.268261 loss_dfl: 0.176488 loss: 1.186653 eta: 11:47:49 batch_cost: 2.3287 data_cost: 0.0010 ips: 12.0237 images/s [11/20 09:07:47] ppdet.engine INFO: Epoch: [94] [ 140/3251] learning_rate: 0.001746 loss_vfl: 0.697986 loss_bbox: 0.271550 loss_dfl: 0.182392 loss: 1.151876 eta: 11:47:05 batch_cost: 2.2055 data_cost: 0.0016 ips: 12.6953 images/s [11/20 09:08:34] ppdet.engine INFO: Epoch: [94] [ 160/3251] learning_rate: 0.001742 loss_vfl: 0.715516 loss_bbox: 0.260545 loss_dfl: 0.177668 loss: 1.144789 eta: 11:46:22 batch_cost: 2.2142 data_cost: 0.0012 ips: 12.6458 images/s [11/20 09:09:21] ppdet.engine INFO: Epoch: [94] [ 180/3251] learning_rate: 0.001739 loss_vfl: 0.719399 loss_bbox: 0.241253 loss_dfl: 0.175570 loss: 1.125716 eta: 11:45:38 batch_cost: 2.2084 data_cost: 0.0015 ips: 12.6789 images/s [11/20 09:10:09] ppdet.engine INFO: Epoch: [94] [ 200/3251] learning_rate: 0.001735 loss_vfl: 0.702116 loss_bbox: 0.240348 loss_dfl: 0.173401 loss: 1.107114 eta: 11:44:54 batch_cost: 2.3458 data_cost: 0.0012 ips: 11.9363 images/s [11/20 09:10:56] ppdet.engine INFO: Epoch: [94] [ 220/3251] learning_rate: 0.001732 loss_vfl: 0.699666 loss_bbox: 0.242264 loss_dfl: 0.173073 loss: 1.131201 eta: 11:44:10 batch_cost: 2.2147 data_cost: 0.0010 ips: 12.6428 images/s [11/20 09:11:44] ppdet.engine INFO: Epoch: [94] [ 240/3251] learning_rate: 0.001728 loss_vfl: 0.710859 loss_bbox: 0.246990 loss_dfl: 0.174057 loss: 1.118074 eta: 11:43:27 batch_cost: 2.2437 data_cost: 0.0011 ips: 12.4796 images/s [11/20 09:12:32] ppdet.engine INFO: Epoch: [94] [ 260/3251] learning_rate: 0.001725 loss_vfl: 0.721589 loss_bbox: 0.257047 loss_dfl: 0.177413 loss: 1.185342 eta: 11:42:43 batch_cost: 2.3038 data_cost: 0.0012 ips: 12.1539 images/s [11/20 09:13:18] ppdet.engine INFO: Epoch: [94] [ 280/3251] learning_rate: 0.001721 loss_vfl: 0.679767 loss_bbox: 0.220711 loss_dfl: 0.169662 loss: 1.101371 eta: 11:41:59 batch_cost: 2.1585 data_cost: 0.0011 ips: 12.9722 images/s [11/20 09:14:05] ppdet.engine INFO: Epoch: [94] [ 300/3251] learning_rate: 0.001717 loss_vfl: 0.704355 loss_bbox: 0.251199 loss_dfl: 0.175044 loss: 1.145595 eta: 11:41:15 batch_cost: 2.2101 data_cost: 0.0010 ips: 12.6694 images/s [11/20 09:14:51] ppdet.engine INFO: Epoch: [94] [ 320/3251] learning_rate: 0.001714 loss_vfl: 0.735512 loss_bbox: 0.283629 loss_dfl: 0.192797 loss: 1.196047 eta: 11:40:31 batch_cost: 2.1559 data_cost: 0.0011 ips: 12.9875 images/s [11/20 09:15:38] ppdet.engine INFO: Epoch: [94] [ 340/3251] learning_rate: 0.001710 loss_vfl: 0.700027 loss_bbox: 0.272243 loss_dfl: 0.201387 loss: 1.187821 eta: 11:39:48 batch_cost: 2.2210 data_cost: 0.0009 ips: 12.6071 images/s [11/20 09:16:26] ppdet.engine INFO: Epoch: [94] [ 360/3251] learning_rate: 0.001707 loss_vfl: 0.697663 loss_bbox: 0.258852 loss_dfl: 0.180234 loss: 1.141679 eta: 11:39:04 batch_cost: 2.2699 data_cost: 0.0009 ips: 12.3355 images/s [11/20 09:17:11] ppdet.engine INFO: Epoch: [94] [ 380/3251] learning_rate: 0.001703 loss_vfl: 0.710922 loss_bbox: 0.239326 loss_dfl: 0.158011 loss: 1.094061 eta: 11:38:20 batch_cost: 2.1156 data_cost: 0.0010 ips: 13.2352 images/s [11/20 09:18:00] ppdet.engine INFO: Epoch: [94] [ 400/3251] learning_rate: 0.001700 loss_vfl: 0.716122 loss_bbox: 0.248189 loss_dfl: 0.176132 loss: 1.130177 eta: 11:37:36 batch_cost: 2.3484 data_cost: 0.0010 ips: 11.9232 images/s [11/20 09:18:48] ppdet.engine INFO: Epoch: [94] [ 420/3251] learning_rate: 0.001696 loss_vfl: 0.710972 loss_bbox: 0.269277 loss_dfl: 0.180867 loss: 1.153013 eta: 11:36:53 batch_cost: 2.2481 data_cost: 0.0010 ips: 12.4548 images/s [11/20 09:19:35] ppdet.engine INFO: Epoch: [94] [ 440/3251] learning_rate: 0.001692 loss_vfl: 0.709635 loss_bbox: 0.240151 loss_dfl: 0.170847 loss: 1.136579 eta: 11:36:09 batch_cost: 2.1718 data_cost: 0.0010 ips: 12.8926 images/s [11/20 09:20:24] ppdet.engine INFO: Epoch: [94] [ 460/3251] learning_rate: 0.001689 loss_vfl: 0.724034 loss_bbox: 0.257345 loss_dfl: 0.184789 loss: 1.163387 eta: 11:35:25 batch_cost: 2.2618 data_cost: 0.0011 ips: 12.3796 images/s [11/20 09:21:11] ppdet.engine INFO: Epoch: [94] [ 480/3251] learning_rate: 0.001685 loss_vfl: 0.697474 loss_bbox: 0.235190 loss_dfl: 0.173006 loss: 1.125159 eta: 11:34:41 batch_cost: 2.1793 data_cost: 0.0010 ips: 12.8480 images/s [11/20 09:21:58] ppdet.engine INFO: Epoch: [94] [ 500/3251] learning_rate: 0.001682 loss_vfl: 0.707738 loss_bbox: 0.245253 loss_dfl: 0.182877 loss: 1.131304 eta: 11:33:57 batch_cost: 2.1727 data_cost: 0.0011 ips: 12.8874 images/s [11/20 09:22:47] ppdet.engine INFO: Epoch: [94] [ 520/3251] learning_rate: 0.001678 loss_vfl: 0.715563 loss_bbox: 0.251473 loss_dfl: 0.188901 loss: 1.143972 eta: 11:33:14 batch_cost: 2.3733 data_cost: 0.0009 ips: 11.7980 images/s [11/20 09:23:36] ppdet.engine INFO: Epoch: [94] [ 540/3251] learning_rate: 0.001675 loss_vfl: 0.715193 loss_bbox: 0.277128 loss_dfl: 0.189020 loss: 1.204446 eta: 11:32:30 batch_cost: 2.2623 data_cost: 0.0010 ips: 12.3765 images/s [11/20 09:24:23] ppdet.engine INFO: Epoch: [94] [ 560/3251] learning_rate: 0.001671 loss_vfl: 0.701253 loss_bbox: 0.232931 loss_dfl: 0.162010 loss: 1.100549 eta: 11:31:46 batch_cost: 2.2186 data_cost: 0.0015 ips: 12.6205 images/s [11/20 09:25:10] ppdet.engine INFO: Epoch: [94] [ 580/3251] learning_rate: 0.001668 loss_vfl: 0.741871 loss_bbox: 0.249483 loss_dfl: 0.165606 loss: 1.164206 eta: 11:31:03 batch_cost: 2.2401 data_cost: 0.0010 ips: 12.4992 images/s [11/20 09:25:58] ppdet.engine INFO: Epoch: [94] [ 600/3251] learning_rate: 0.001664 loss_vfl: 0.712451 loss_bbox: 0.244638 loss_dfl: 0.175937 loss: 1.149968 eta: 11:30:19 batch_cost: 2.3052 data_cost: 0.0009 ips: 12.1466 images/s [11/20 09:26:45] ppdet.engine INFO: Epoch: [94] [ 620/3251] learning_rate: 0.001661 loss_vfl: 0.730976 loss_bbox: 0.254330 loss_dfl: 0.174003 loss: 1.162779 eta: 11:29:35 batch_cost: 2.1846 data_cost: 0.0010 ips: 12.8173 images/s [11/20 09:27:33] ppdet.engine INFO: Epoch: [94] [ 640/3251] learning_rate: 0.001657 loss_vfl: 0.729769 loss_bbox: 0.235578 loss_dfl: 0.169825 loss: 1.148019 eta: 11:28:51 batch_cost: 2.2817 data_cost: 0.0010 ips: 12.2713 images/s [11/20 09:28:19] ppdet.engine INFO: Epoch: [94] [ 660/3251] learning_rate: 0.001654 loss_vfl: 0.717231 loss_bbox: 0.254600 loss_dfl: 0.171150 loss: 1.113734 eta: 11:28:08 batch_cost: 2.1395 data_cost: 0.0009 ips: 13.0870 images/s [11/20 09:29:05] ppdet.engine INFO: Epoch: [94] [ 680/3251] learning_rate: 0.001650 loss_vfl: 0.709304 loss_bbox: 0.276414 loss_dfl: 0.182839 loss: 1.181381 eta: 11:27:24 batch_cost: 2.1834 data_cost: 0.0009 ips: 12.8242 images/s [11/20 09:29:50] ppdet.engine INFO: Epoch: [94] [ 700/3251] learning_rate: 0.001647 loss_vfl: 0.713902 loss_bbox: 0.268406 loss_dfl: 0.178011 loss: 1.139808 eta: 11:26:40 batch_cost: 2.1241 data_cost: 0.0012 ips: 13.1821 images/s [11/20 09:30:39] ppdet.engine INFO: Epoch: [94] [ 720/3251] learning_rate: 0.001643 loss_vfl: 0.702086 loss_bbox: 0.237875 loss_dfl: 0.166392 loss: 1.131151 eta: 11:25:56 batch_cost: 2.3267 data_cost: 0.0009 ips: 12.0342 images/s [11/20 09:31:28] ppdet.engine INFO: Epoch: [94] [ 740/3251] learning_rate: 0.001640 loss_vfl: 0.708952 loss_bbox: 0.277935 loss_dfl: 0.198384 loss: 1.186491 eta: 11:25:13 batch_cost: 2.3495 data_cost: 0.0010 ips: 11.9174 images/s [11/20 09:32:16] ppdet.engine INFO: Epoch: [94] [ 760/3251] learning_rate: 0.001636 loss_vfl: 0.701741 loss_bbox: 0.260740 loss_dfl: 0.180493 loss: 1.169930 eta: 11:24:29 batch_cost: 2.2256 data_cost: 0.0012 ips: 12.5808 images/s [11/20 09:33:04] ppdet.engine INFO: Epoch: [94] [ 780/3251] learning_rate: 0.001633 loss_vfl: 0.669746 loss_bbox: 0.243111 loss_dfl: 0.164484 loss: 1.107607 eta: 11:23:45 batch_cost: 2.1550 data_cost: 0.0009 ips: 12.9928 images/s [11/20 09:33:49] ppdet.engine INFO: Epoch: [94] [ 800/3251] learning_rate: 0.001629 loss_vfl: 0.705172 loss_bbox: 0.235907 loss_dfl: 0.180250 loss: 1.150686 eta: 11:23:01 batch_cost: 2.1926 data_cost: 0.0009 ips: 12.7699 images/s [11/20 09:34:36] ppdet.engine INFO: Epoch: [94] [ 820/3251] learning_rate: 0.001626 loss_vfl: 0.718547 loss_bbox: 0.243696 loss_dfl: 0.172709 loss: 1.129647 eta: 11:22:17 batch_cost: 2.1464 data_cost: 0.0011 ips: 13.0449 images/s [11/20 09:35:24] ppdet.engine INFO: Epoch: [94] [ 840/3251] learning_rate: 0.001622 loss_vfl: 0.722471 loss_bbox: 0.238295 loss_dfl: 0.177523 loss: 1.131451 eta: 11:21:33 batch_cost: 2.2204 data_cost: 0.0009 ips: 12.6104 images/s [11/20 09:36:10] ppdet.engine INFO: Epoch: [94] [ 860/3251] learning_rate: 0.001619 loss_vfl: 0.724434 loss_bbox: 0.275256 loss_dfl: 0.179573 loss: 1.191313 eta: 11:20:50 batch_cost: 2.1442 data_cost: 0.0009 ips: 13.0583 images/s [11/20 09:36:57] ppdet.engine INFO: Epoch: [94] [ 880/3251] learning_rate: 0.001615 loss_vfl: 0.699972 loss_bbox: 0.256426 loss_dfl: 0.191438 loss: 1.146964 eta: 11:20:06 batch_cost: 2.2460 data_cost: 0.0010 ips: 12.4667 images/s [11/20 09:37:45] ppdet.engine INFO: Epoch: [94] [ 900/3251] learning_rate: 0.001612 loss_vfl: 0.719802 loss_bbox: 0.248802 loss_dfl: 0.171914 loss: 1.138141 eta: 11:19:22 batch_cost: 2.2417 data_cost: 0.0010 ips: 12.4903 images/s [11/20 09:38:33] ppdet.engine INFO: Epoch: [94] [ 920/3251] learning_rate: 0.001609 loss_vfl: 0.705221 loss_bbox: 0.271870 loss_dfl: 0.185637 loss: 1.162280 eta: 11:18:38 batch_cost: 2.2269 data_cost: 0.0013 ips: 12.5737 images/s [11/20 09:39:18] ppdet.engine INFO: Epoch: [94] [ 940/3251] learning_rate: 0.001605 loss_vfl: 0.710825 loss_bbox: 0.241620 loss_dfl: 0.172784 loss: 1.126203 eta: 11:17:54 batch_cost: 2.0461 data_cost: 0.0013 ips: 13.6843 images/s [11/20 09:40:05] ppdet.engine INFO: Epoch: [94] [ 960/3251] learning_rate: 0.001602 loss_vfl: 0.710324 loss_bbox: 0.238312 loss_dfl: 0.169034 loss: 1.107575 eta: 11:17:11 batch_cost: 2.2287 data_cost: 0.0016 ips: 12.5636 images/s [11/20 09:40:52] ppdet.engine INFO: Epoch: [94] [ 980/3251] learning_rate: 0.001598 loss_vfl: 0.728004 loss_bbox: 0.266116 loss_dfl: 0.186674 loss: 1.150844 eta: 11:16:27 batch_cost: 2.2022 data_cost: 0.0011 ips: 12.7144 images/s [11/20 09:41:38] ppdet.engine INFO: Epoch: [94] [1000/3251] learning_rate: 0.001595 loss_vfl: 0.736055 loss_bbox: 0.219201 loss_dfl: 0.159341 loss: 1.124370 eta: 11:15:43 batch_cost: 2.1866 data_cost: 0.0009 ips: 12.8051 images/s [11/20 09:42:25] ppdet.engine INFO: Epoch: [94] [1020/3251] learning_rate: 0.001591 loss_vfl: 0.690797 loss_bbox: 0.250946 loss_dfl: 0.174796 loss: 1.131943 eta: 11:14:59 batch_cost: 2.1874 data_cost: 0.0012 ips: 12.8005 images/s [11/20 09:43:13] ppdet.engine INFO: Epoch: [94] [1040/3251] learning_rate: 0.001588 loss_vfl: 0.727709 loss_bbox: 0.266626 loss_dfl: 0.184474 loss: 1.211380 eta: 11:14:15 batch_cost: 2.2567 data_cost: 0.0010 ips: 12.4073 images/s [11/20 09:44:00] ppdet.engine INFO: Epoch: [94] [1060/3251] learning_rate: 0.001584 loss_vfl: 0.704195 loss_bbox: 0.256978 loss_dfl: 0.177882 loss: 1.183957 eta: 11:13:32 batch_cost: 2.1831 data_cost: 0.0010 ips: 12.8258 images/s [11/20 09:44:49] ppdet.engine INFO: Epoch: [94] [1080/3251] learning_rate: 0.001581 loss_vfl: 0.680934 loss_bbox: 0.203094 loss_dfl: 0.154819 loss: 1.090549 eta: 11:12:48 batch_cost: 2.3687 data_cost: 0.0010 ips: 11.8206 images/s [11/20 09:45:39] ppdet.engine INFO: Epoch: [94] [1100/3251] learning_rate: 0.001578 loss_vfl: 0.711473 loss_bbox: 0.249964 loss_dfl: 0.163881 loss: 1.131284 eta: 11:12:04 batch_cost: 2.3770 data_cost: 0.0009 ips: 11.7796 images/s [11/20 09:46:24] ppdet.engine INFO: Epoch: [94] [1120/3251] learning_rate: 0.001574 loss_vfl: 0.706182 loss_bbox: 0.260458 loss_dfl: 0.189460 loss: 1.140532 eta: 11:11:20 batch_cost: 2.0853 data_cost: 0.0009 ips: 13.4276 images/s [11/20 09:47:12] ppdet.engine INFO: Epoch: [94] [1140/3251] learning_rate: 0.001571 loss_vfl: 0.704613 loss_bbox: 0.254723 loss_dfl: 0.177187 loss: 1.139970 eta: 11:10:37 batch_cost: 2.2918 data_cost: 0.0010 ips: 12.2176 images/s [11/20 09:47:59] ppdet.engine INFO: Epoch: [94] [1160/3251] learning_rate: 0.001567 loss_vfl: 0.701599 loss_bbox: 0.282866 loss_dfl: 0.199370 loss: 1.173272 eta: 11:09:53 batch_cost: 2.2107 data_cost: 0.0009 ips: 12.6659 images/s [11/20 09:48:48] ppdet.engine INFO: Epoch: [94] [1180/3251] learning_rate: 0.001564 loss_vfl: 0.720561 loss_bbox: 0.239191 loss_dfl: 0.165431 loss: 1.133668 eta: 11:09:09 batch_cost: 2.2711 data_cost: 0.0014 ips: 12.3289 images/s [11/20 09:49:34] ppdet.engine INFO: Epoch: [94] [1200/3251] learning_rate: 0.001561 loss_vfl: 0.701279 loss_bbox: 0.279042 loss_dfl: 0.191904 loss: 1.152301 eta: 11:08:25 batch_cost: 2.1507 data_cost: 0.0010 ips: 13.0191 images/s [11/20 09:50:22] ppdet.engine INFO: Epoch: [94] [1220/3251] learning_rate: 0.001557 loss_vfl: 0.708015 loss_bbox: 0.239837 loss_dfl: 0.170632 loss: 1.113718 eta: 11:07:42 batch_cost: 2.3314 data_cost: 0.0009 ips: 12.0098 images/s [11/20 09:51:09] ppdet.engine INFO: Epoch: [94] [1240/3251] learning_rate: 0.001554 loss_vfl: 0.713182 loss_bbox: 0.242978 loss_dfl: 0.173618 loss: 1.133809 eta: 11:06:58 batch_cost: 2.2266 data_cost: 0.0010 ips: 12.5754 images/s [11/20 09:51:57] ppdet.engine INFO: Epoch: [94] [1260/3251] learning_rate: 0.001550 loss_vfl: 0.720692 loss_bbox: 0.230116 loss_dfl: 0.163013 loss: 1.081708 eta: 11:06:14 batch_cost: 2.2310 data_cost: 0.0009 ips: 12.5505 images/s [11/20 09:52:43] ppdet.engine INFO: Epoch: [94] [1280/3251] learning_rate: 0.001547 loss_vfl: 0.711384 loss_bbox: 0.247597 loss_dfl: 0.162923 loss: 1.127459 eta: 11:05:30 batch_cost: 2.1952 data_cost: 0.0011 ips: 12.7551 images/s [11/20 09:53:29] ppdet.engine INFO: Epoch: [94] [1300/3251] learning_rate: 0.001544 loss_vfl: 0.715977 loss_bbox: 0.272455 loss_dfl: 0.186929 loss: 1.185351 eta: 11:04:46 batch_cost: 2.0831 data_cost: 0.0011 ips: 13.4418 images/s [11/20 09:54:15] ppdet.engine INFO: Epoch: [94] [1320/3251] learning_rate: 0.001540 loss_vfl: 0.702529 loss_bbox: 0.223285 loss_dfl: 0.166912 loss: 1.126833 eta: 11:04:03 batch_cost: 2.1922 data_cost: 0.0010 ips: 12.7724 images/s [11/20 09:55:03] ppdet.engine INFO: Epoch: [94] [1340/3251] learning_rate: 0.001537 loss_vfl: 0.728702 loss_bbox: 0.239235 loss_dfl: 0.167539 loss: 1.147595 eta: 11:03:19 batch_cost: 2.2133 data_cost: 0.0010 ips: 12.6507 images/s [11/20 09:55:50] ppdet.engine INFO: Epoch: [94] [1360/3251] learning_rate: 0.001534 loss_vfl: 0.711470 loss_bbox: 0.228086 loss_dfl: 0.166217 loss: 1.111558 eta: 11:02:35 batch_cost: 2.2163 data_cost: 0.0012 ips: 12.6339 images/s [11/20 09:56:36] ppdet.engine INFO: Epoch: [94] [1380/3251] learning_rate: 0.001530 loss_vfl: 0.709624 loss_bbox: 0.267986 loss_dfl: 0.188405 loss: 1.155712 eta: 11:01:51 batch_cost: 2.1083 data_cost: 0.0010 ips: 13.2806 images/s [11/20 09:57:22] ppdet.engine INFO: Epoch: [94] [1400/3251] learning_rate: 0.001527 loss_vfl: 0.739153 loss_bbox: 0.239629 loss_dfl: 0.174921 loss: 1.146037 eta: 11:01:07 batch_cost: 2.1551 data_cost: 0.0011 ips: 12.9925 images/s [11/20 09:58:10] ppdet.engine INFO: Epoch: [94] [1420/3251] learning_rate: 0.001523 loss_vfl: 0.716379 loss_bbox: 0.227574 loss_dfl: 0.156458 loss: 1.091505 eta: 11:00:24 batch_cost: 2.3190 data_cost: 0.0009 ips: 12.0740 images/s [11/20 09:58:59] ppdet.engine INFO: Epoch: [94] [1440/3251] learning_rate: 0.001520 loss_vfl: 0.690391 loss_bbox: 0.263718 loss_dfl: 0.183690 loss: 1.159801 eta: 10:59:40 batch_cost: 2.3410 data_cost: 0.0010 ips: 11.9604 images/s [11/20 09:59:48] ppdet.engine INFO: Epoch: [94] [1460/3251] learning_rate: 0.001517 loss_vfl: 0.715865 loss_bbox: 0.215426 loss_dfl: 0.161614 loss: 1.093292 eta: 10:58:56 batch_cost: 2.3808 data_cost: 0.0010 ips: 11.7608 images/s [11/20 10:00:34] ppdet.engine INFO: Epoch: [94] [1480/3251] learning_rate: 0.001513 loss_vfl: 0.698410 loss_bbox: 0.256178 loss_dfl: 0.181391 loss: 1.168701 eta: 10:58:12 batch_cost: 2.1819 data_cost: 0.0011 ips: 12.8326 images/s [11/20 10:01:20] ppdet.engine INFO: Epoch: [94] [1500/3251] learning_rate: 0.001510 loss_vfl: 0.714443 loss_bbox: 0.233923 loss_dfl: 0.170676 loss: 1.118917 eta: 10:57:29 batch_cost: 2.1423 data_cost: 0.0013 ips: 13.0702 images/s [11/20 10:02:09] ppdet.engine INFO: Epoch: [94] [1520/3251] learning_rate: 0.001507 loss_vfl: 0.700918 loss_bbox: 0.283767 loss_dfl: 0.189315 loss: 1.193089 eta: 10:56:45 batch_cost: 2.1933 data_cost: 0.0011 ips: 12.7663 images/s [11/20 10:02:56] ppdet.engine INFO: Epoch: [94] [1540/3251] learning_rate: 0.001503 loss_vfl: 0.712402 loss_bbox: 0.253259 loss_dfl: 0.171429 loss: 1.159892 eta: 10:56:01 batch_cost: 2.2715 data_cost: 0.0014 ips: 12.3267 images/s [11/20 10:03:44] ppdet.engine INFO: Epoch: [94] [1560/3251] learning_rate: 0.001500 loss_vfl: 0.727011 loss_bbox: 0.250478 loss_dfl: 0.175298 loss: 1.179296 eta: 10:55:17 batch_cost: 2.2049 data_cost: 0.0010 ips: 12.6990 images/s [11/20 10:04:32] ppdet.engine INFO: Epoch: [94] [1580/3251] learning_rate: 0.001497 loss_vfl: 0.692416 loss_bbox: 0.259411 loss_dfl: 0.187226 loss: 1.198834 eta: 10:54:33 batch_cost: 2.2217 data_cost: 0.0009 ips: 12.6027 images/s [11/20 10:05:19] ppdet.engine INFO: Epoch: [94] [1600/3251] learning_rate: 0.001493 loss_vfl: 0.704471 loss_bbox: 0.247104 loss_dfl: 0.178553 loss: 1.126168 eta: 10:53:50 batch_cost: 2.2252 data_cost: 0.0011 ips: 12.5830 images/s [11/20 10:06:06] ppdet.engine INFO: Epoch: [94] [1620/3251] learning_rate: 0.001490 loss_vfl: 0.687551 loss_bbox: 0.211667 loss_dfl: 0.152011 loss: 1.050640 eta: 10:53:06 batch_cost: 2.1886 data_cost: 0.0009 ips: 12.7937 images/s [11/20 10:06:53] ppdet.engine INFO: Epoch: [94] [1640/3251] learning_rate: 0.001487 loss_vfl: 0.701553 loss_bbox: 0.241121 loss_dfl: 0.170162 loss: 1.125114 eta: 10:52:22 batch_cost: 2.2268 data_cost: 0.0010 ips: 12.5740 images/s [11/20 10:07:40] ppdet.engine INFO: Epoch: [94] [1660/3251] learning_rate: 0.001483 loss_vfl: 0.720073 loss_bbox: 0.258424 loss_dfl: 0.171613 loss: 1.143332 eta: 10:51:38 batch_cost: 2.2672 data_cost: 0.0009 ips: 12.3501 images/s [11/20 10:08:27] ppdet.engine INFO: Epoch: [94] [1680/3251] learning_rate: 0.001480 loss_vfl: 0.712436 loss_bbox: 0.256911 loss_dfl: 0.176693 loss: 1.142245 eta: 10:50:54 batch_cost: 2.1348 data_cost: 0.0010 ips: 13.1158 images/s [11/20 10:09:15] ppdet.engine INFO: Epoch: [94] [1700/3251] learning_rate: 0.001477 loss_vfl: 0.712499 loss_bbox: 0.233220 loss_dfl: 0.166910 loss: 1.080342 eta: 10:50:11 batch_cost: 2.2704 data_cost: 0.0009 ips: 12.3328 images/s [11/20 10:10:02] ppdet.engine INFO: Epoch: [94] [1720/3251] learning_rate: 0.001473 loss_vfl: 0.701514 loss_bbox: 0.213895 loss_dfl: 0.155983 loss: 1.059175 eta: 10:49:27 batch_cost: 2.1512 data_cost: 0.0010 ips: 13.0160 images/s [11/20 10:10:50] ppdet.engine INFO: Epoch: [94] [1740/3251] learning_rate: 0.001470 loss_vfl: 0.705858 loss_bbox: 0.251693 loss_dfl: 0.188051 loss: 1.157624 eta: 10:48:43 batch_cost: 2.2389 data_cost: 0.0010 ips: 12.5063 images/s [11/20 10:11:37] ppdet.engine INFO: Epoch: [94] [1760/3251] learning_rate: 0.001467 loss_vfl: 0.706287 loss_bbox: 0.234639 loss_dfl: 0.173769 loss: 1.116664 eta: 10:47:59 batch_cost: 2.1806 data_cost: 0.0010 ips: 12.8406 images/s [11/20 10:12:24] ppdet.engine INFO: Epoch: [94] [1780/3251] learning_rate: 0.001464 loss_vfl: 0.730831 loss_bbox: 0.247526 loss_dfl: 0.181349 loss: 1.165160 eta: 10:47:16 batch_cost: 2.2301 data_cost: 0.0011 ips: 12.5555 images/s [11/20 10:13:11] ppdet.engine INFO: Epoch: [94] [1800/3251] learning_rate: 0.001460 loss_vfl: 0.703702 loss_bbox: 0.246897 loss_dfl: 0.177231 loss: 1.114834 eta: 10:46:32 batch_cost: 2.1744 data_cost: 0.0011 ips: 12.8773 images/s [11/20 10:13:58] ppdet.engine INFO: Epoch: [94] [1820/3251] learning_rate: 0.001457 loss_vfl: 0.691624 loss_bbox: 0.210065 loss_dfl: 0.160191 loss: 1.067434 eta: 10:45:48 batch_cost: 2.1680 data_cost: 0.0011 ips: 12.9150 images/s [11/20 10:14:45] ppdet.engine INFO: Epoch: [94] [1840/3251] learning_rate: 0.001454 loss_vfl: 0.702986 loss_bbox: 0.260880 loss_dfl: 0.181665 loss: 1.175070 eta: 10:45:04 batch_cost: 2.2254 data_cost: 0.0010 ips: 12.5821 images/s [11/20 10:15:34] ppdet.engine INFO: Epoch: [94] [1860/3251] learning_rate: 0.001450 loss_vfl: 0.721513 loss_bbox: 0.260163 loss_dfl: 0.198425 loss: 1.186563 eta: 10:44:20 batch_cost: 2.2893 data_cost: 0.0009 ips: 12.2309 images/s [11/20 10:16:21] ppdet.engine INFO: Epoch: [94] [1880/3251] learning_rate: 0.001447 loss_vfl: 0.694146 loss_bbox: 0.226997 loss_dfl: 0.160987 loss: 1.106100 eta: 10:43:37 batch_cost: 2.1876 data_cost: 0.0011 ips: 12.7996 images/s [11/20 10:17:08] ppdet.engine INFO: Epoch: [94] [1900/3251] learning_rate: 0.001444 loss_vfl: 0.696310 loss_bbox: 0.210363 loss_dfl: 0.161950 loss: 1.094742 eta: 10:42:53 batch_cost: 2.1791 data_cost: 0.0012 ips: 12.8493 images/s [11/20 10:17:55] ppdet.engine INFO: Epoch: [94] [1920/3251] learning_rate: 0.001441 loss_vfl: 0.705173 loss_bbox: 0.248831 loss_dfl: 0.183934 loss: 1.149389 eta: 10:42:09 batch_cost: 2.0965 data_cost: 0.0010 ips: 13.3556 images/s [11/20 10:18:41] ppdet.engine INFO: Epoch: [94] [1940/3251] learning_rate: 0.001437 loss_vfl: 0.705763 loss_bbox: 0.234176 loss_dfl: 0.164949 loss: 1.095521 eta: 10:41:25 batch_cost: 2.1777 data_cost: 0.0010 ips: 12.8574 images/s [11/20 10:19:30] ppdet.engine INFO: Epoch: [94] [1960/3251] learning_rate: 0.001434 loss_vfl: 0.718940 loss_bbox: 0.249188 loss_dfl: 0.179133 loss: 1.153444 eta: 10:40:41 batch_cost: 2.2730 data_cost: 0.0011 ips: 12.3187 images/s [11/20 10:20:17] ppdet.engine INFO: Epoch: [94] [1980/3251] learning_rate: 0.001431 loss_vfl: 0.697950 loss_bbox: 0.232776 loss_dfl: 0.174292 loss: 1.113388 eta: 10:39:57 batch_cost: 2.2109 data_cost: 0.0010 ips: 12.6647 images/s [11/20 10:21:04] ppdet.engine INFO: Epoch: [94] [2000/3251] learning_rate: 0.001427 loss_vfl: 0.731428 loss_bbox: 0.249059 loss_dfl: 0.182036 loss: 1.151288 eta: 10:39:14 batch_cost: 2.2054 data_cost: 0.0009 ips: 12.6960 images/s [11/20 10:21:51] ppdet.engine INFO: Epoch: [94] [2020/3251] learning_rate: 0.001424 loss_vfl: 0.728843 loss_bbox: 0.252843 loss_dfl: 0.180776 loss: 1.178231 eta: 10:38:30 batch_cost: 2.2206 data_cost: 0.0011 ips: 12.6095 images/s [11/20 10:22:37] ppdet.engine INFO: Epoch: [94] [2040/3251] learning_rate: 0.001421 loss_vfl: 0.718853 loss_bbox: 0.243398 loss_dfl: 0.163887 loss: 1.136844 eta: 10:37:46 batch_cost: 2.1896 data_cost: 0.0010 ips: 12.7876 images/s [11/20 10:23:23] ppdet.engine INFO: Epoch: [94] [2060/3251] learning_rate: 0.001418 loss_vfl: 0.732835 loss_bbox: 0.266907 loss_dfl: 0.181907 loss: 1.161454 eta: 10:37:02 batch_cost: 2.1967 data_cost: 0.0010 ips: 12.7463 images/s [11/20 10:24:13] ppdet.engine INFO: Epoch: [94] [2080/3251] learning_rate: 0.001415 loss_vfl: 0.712557 loss_bbox: 0.252568 loss_dfl: 0.172751 loss: 1.132134 eta: 10:36:19 batch_cost: 2.4136 data_cost: 0.0010 ips: 11.6008 images/s [11/20 10:25:01] ppdet.engine INFO: Epoch: [94] [2100/3251] learning_rate: 0.001411 loss_vfl: 0.712057 loss_bbox: 0.252375 loss_dfl: 0.180764 loss: 1.171246 eta: 10:35:35 batch_cost: 2.2306 data_cost: 0.0013 ips: 12.5526 images/s [11/20 10:25:47] ppdet.engine INFO: Epoch: [94] [2120/3251] learning_rate: 0.001408 loss_vfl: 0.730905 loss_bbox: 0.238041 loss_dfl: 0.157749 loss: 1.151847 eta: 10:34:51 batch_cost: 2.1497 data_cost: 0.0010 ips: 13.0248 images/s [11/20 10:26:35] ppdet.engine INFO: Epoch: [94] [2140/3251] learning_rate: 0.001405 loss_vfl: 0.710977 loss_bbox: 0.232787 loss_dfl: 0.173612 loss: 1.133850 eta: 10:34:07 batch_cost: 2.2053 data_cost: 0.0012 ips: 12.6966 images/s [11/20 10:27:23] ppdet.engine INFO: Epoch: [94] [2160/3251] learning_rate: 0.001402 loss_vfl: 0.698733 loss_bbox: 0.231670 loss_dfl: 0.158316 loss: 1.086222 eta: 10:33:23 batch_cost: 2.2533 data_cost: 0.0014 ips: 12.4260 images/s [11/20 10:28:11] ppdet.engine INFO: Epoch: [94] [2180/3251] learning_rate: 0.001398 loss_vfl: 0.718211 loss_bbox: 0.230782 loss_dfl: 0.161422 loss: 1.133087 eta: 10:32:40 batch_cost: 2.2775 data_cost: 0.0009 ips: 12.2941 images/s [11/20 10:28:58] ppdet.engine INFO: Epoch: [94] [2200/3251] learning_rate: 0.001395 loss_vfl: 0.702397 loss_bbox: 0.222839 loss_dfl: 0.164861 loss: 1.117025 eta: 10:31:56 batch_cost: 2.2217 data_cost: 0.0010 ips: 12.6032 images/s [11/20 10:29:46] ppdet.engine INFO: Epoch: [94] [2220/3251] learning_rate: 0.001392 loss_vfl: 0.686953 loss_bbox: 0.258707 loss_dfl: 0.188177 loss: 1.125600 eta: 10:31:12 batch_cost: 2.2553 data_cost: 0.0009 ips: 12.4154 images/s [11/20 10:30:33] ppdet.engine INFO: Epoch: [94] [2240/3251] learning_rate: 0.001389 loss_vfl: 0.694628 loss_bbox: 0.273011 loss_dfl: 0.182129 loss: 1.156775 eta: 10:30:28 batch_cost: 2.2445 data_cost: 0.0011 ips: 12.4747 images/s [11/20 10:31:19] ppdet.engine INFO: Epoch: [94] [2260/3251] learning_rate: 0.001386 loss_vfl: 0.699093 loss_bbox: 0.228638 loss_dfl: 0.172369 loss: 1.092313 eta: 10:29:45 batch_cost: 2.1868 data_cost: 0.0009 ips: 12.8040 images/s [11/20 10:32:08] ppdet.engine INFO: Epoch: [94] [2280/3251] learning_rate: 0.001382 loss_vfl: 0.696719 loss_bbox: 0.272932 loss_dfl: 0.175638 loss: 1.143384 eta: 10:29:01 batch_cost: 2.2691 data_cost: 0.0010 ips: 12.3396 images/s [11/20 10:32:53] ppdet.engine INFO: Epoch: [94] [2300/3251] learning_rate: 0.001379 loss_vfl: 0.718707 loss_bbox: 0.236126 loss_dfl: 0.167825 loss: 1.133972 eta: 10:28:17 batch_cost: 2.0669 data_cost: 0.0012 ips: 13.5466 images/s [11/20 10:33:37] ppdet.engine INFO: Epoch: [94] [2320/3251] learning_rate: 0.001376 loss_vfl: 0.690024 loss_bbox: 0.224695 loss_dfl: 0.160408 loss: 1.069116 eta: 10:27:33 batch_cost: 2.0870 data_cost: 0.0015 ips: 13.4163 images/s [11/20 10:34:26] ppdet.engine INFO: Epoch: [94] [2340/3251] learning_rate: 0.001373 loss_vfl: 0.724017 loss_bbox: 0.232399 loss_dfl: 0.159056 loss: 1.109871 eta: 10:26:49 batch_cost: 2.3059 data_cost: 0.0010 ips: 12.1427 images/s [11/20 10:35:13] ppdet.engine INFO: Epoch: [94] [2360/3251] learning_rate: 0.001370 loss_vfl: 0.703412 loss_bbox: 0.268112 loss_dfl: 0.186522 loss: 1.164965 eta: 10:26:06 batch_cost: 2.2431 data_cost: 0.0010 ips: 12.4826 images/s [11/20 10:36:01] ppdet.engine INFO: Epoch: [94] [2380/3251] learning_rate: 0.001366 loss_vfl: 0.720696 loss_bbox: 0.241558 loss_dfl: 0.172308 loss: 1.145494 eta: 10:25:22 batch_cost: 2.2362 data_cost: 0.0010 ips: 12.5212 images/s [11/20 10:36:48] ppdet.engine INFO: Epoch: [94] [2400/3251] learning_rate: 0.001363 loss_vfl: 0.705606 loss_bbox: 0.232794 loss_dfl: 0.163973 loss: 1.115880 eta: 10:24:38 batch_cost: 2.2173 data_cost: 0.0011 ips: 12.6279 images/s [11/20 10:37:36] ppdet.engine INFO: Epoch: [94] [2420/3251] learning_rate: 0.001360 loss_vfl: 0.696837 loss_bbox: 0.244719 loss_dfl: 0.175167 loss: 1.140041 eta: 10:23:54 batch_cost: 2.3150 data_cost: 0.0016 ips: 12.0951 images/s [11/20 10:38:22] ppdet.engine INFO: Epoch: [94] [2440/3251] learning_rate: 0.001357 loss_vfl: 0.712784 loss_bbox: 0.262497 loss_dfl: 0.178744 loss: 1.176269 eta: 10:23:10 batch_cost: 2.1487 data_cost: 0.0009 ips: 13.0313 images/s [11/20 10:39:10] ppdet.engine INFO: Epoch: [94] [2460/3251] learning_rate: 0.001354 loss_vfl: 0.717541 loss_bbox: 0.230440 loss_dfl: 0.167672 loss: 1.143840 eta: 10:22:27 batch_cost: 2.2762 data_cost: 0.0120 ips: 12.3012 images/s [11/20 10:39:57] ppdet.engine INFO: Epoch: [94] [2480/3251] learning_rate: 0.001350 loss_vfl: 0.683928 loss_bbox: 0.224167 loss_dfl: 0.171295 loss: 1.100090 eta: 10:21:43 batch_cost: 2.2423 data_cost: 0.0017 ips: 12.4870 images/s [11/20 10:40:42] ppdet.engine INFO: Epoch: [94] [2500/3251] learning_rate: 0.001347 loss_vfl: 0.707224 loss_bbox: 0.242038 loss_dfl: 0.179754 loss: 1.123382 eta: 10:20:59 batch_cost: 2.1648 data_cost: 0.0009 ips: 12.9340 images/s [11/20 10:41:29] ppdet.engine INFO: Epoch: [94] [2520/3251] learning_rate: 0.001344 loss_vfl: 0.705526 loss_bbox: 0.246386 loss_dfl: 0.184826 loss: 1.125686 eta: 10:20:15 batch_cost: 2.1963 data_cost: 0.0011 ips: 12.7486 images/s [11/20 10:42:16] ppdet.engine INFO: Epoch: [94] [2540/3251] learning_rate: 0.001341 loss_vfl: 0.704329 loss_bbox: 0.239940 loss_dfl: 0.164881 loss: 1.114481 eta: 10:19:32 batch_cost: 2.2692 data_cost: 0.0010 ips: 12.3389 images/s [11/20 10:43:02] ppdet.engine INFO: Epoch: [94] [2560/3251] learning_rate: 0.001338 loss_vfl: 0.701467 loss_bbox: 0.208874 loss_dfl: 0.153590 loss: 1.100877 eta: 10:18:48 batch_cost: 2.1429 data_cost: 0.0009 ips: 13.0664 images/s [11/20 10:43:48] ppdet.engine INFO: Epoch: [94] [2580/3251] learning_rate: 0.001335 loss_vfl: 0.680182 loss_bbox: 0.241184 loss_dfl: 0.165694 loss: 1.076595 eta: 10:18:04 batch_cost: 2.1906 data_cost: 0.0009 ips: 12.7817 images/s [11/20 10:44:34] ppdet.engine INFO: Epoch: [94] [2600/3251] learning_rate: 0.001332 loss_vfl: 0.688896 loss_bbox: 0.250204 loss_dfl: 0.168073 loss: 1.106456 eta: 10:17:20 batch_cost: 2.1059 data_cost: 0.0010 ips: 13.2961 images/s [11/20 10:45:21] ppdet.engine INFO: Epoch: [94] [2620/3251] learning_rate: 0.001328 loss_vfl: 0.704190 loss_bbox: 0.231554 loss_dfl: 0.161121 loss: 1.078367 eta: 10:16:36 batch_cost: 2.1748 data_cost: 0.0009 ips: 12.8746 images/s [11/20 10:46:08] ppdet.engine INFO: Epoch: [94] [2640/3251] learning_rate: 0.001325 loss_vfl: 0.687881 loss_bbox: 0.241262 loss_dfl: 0.169297 loss: 1.117790 eta: 10:15:52 batch_cost: 2.2114 data_cost: 0.0010 ips: 12.6619 images/s [11/20 10:46:54] ppdet.engine INFO: Epoch: [94] [2660/3251] learning_rate: 0.001322 loss_vfl: 0.723998 loss_bbox: 0.244207 loss_dfl: 0.175901 loss: 1.139815 eta: 10:15:08 batch_cost: 2.1617 data_cost: 0.0010 ips: 12.9529 images/s [11/20 10:47:42] ppdet.engine INFO: Epoch: [94] [2680/3251] learning_rate: 0.001319 loss_vfl: 0.692002 loss_bbox: 0.241002 loss_dfl: 0.169097 loss: 1.106104 eta: 10:14:25 batch_cost: 2.3190 data_cost: 0.0010 ips: 12.0742 images/s [11/20 10:48:30] ppdet.engine INFO: Epoch: [94] [2700/3251] learning_rate: 0.001316 loss_vfl: 0.686031 loss_bbox: 0.193184 loss_dfl: 0.157015 loss: 1.077643 eta: 10:13:41 batch_cost: 2.2496 data_cost: 0.0009 ips: 12.4464 images/s [11/20 10:49:17] ppdet.engine INFO: Epoch: [94] [2720/3251] learning_rate: 0.001313 loss_vfl: 0.728705 loss_bbox: 0.279068 loss_dfl: 0.190168 loss: 1.183734 eta: 10:12:57 batch_cost: 2.2766 data_cost: 0.0017 ips: 12.2990 images/s [11/20 10:50:04] ppdet.engine INFO: Epoch: [94] [2740/3251] learning_rate: 0.001310 loss_vfl: 0.685238 loss_bbox: 0.207758 loss_dfl: 0.149924 loss: 1.060592 eta: 10:12:13 batch_cost: 2.1641 data_cost: 0.0009 ips: 12.9382 images/s [11/20 10:50:52] ppdet.engine INFO: Epoch: [94] [2760/3251] learning_rate: 0.001307 loss_vfl: 0.712953 loss_bbox: 0.252652 loss_dfl: 0.174864 loss: 1.141788 eta: 10:11:30 batch_cost: 2.2117 data_cost: 0.0011 ips: 12.6597 images/s [11/20 10:51:39] ppdet.engine INFO: Epoch: [94] [2780/3251] learning_rate: 0.001303 loss_vfl: 0.710284 loss_bbox: 0.237429 loss_dfl: 0.161483 loss: 1.101001 eta: 10:10:46 batch_cost: 2.2794 data_cost: 0.0009 ips: 12.2838 images/s [11/20 10:52:26] ppdet.engine INFO: Epoch: [94] [2800/3251] learning_rate: 0.001300 loss_vfl: 0.692556 loss_bbox: 0.218155 loss_dfl: 0.157820 loss: 1.077688 eta: 10:10:02 batch_cost: 2.1520 data_cost: 0.0010 ips: 13.0111 images/s [11/20 10:53:15] ppdet.engine INFO: Epoch: [94] [2820/3251] learning_rate: 0.001297 loss_vfl: 0.705481 loss_bbox: 0.257868 loss_dfl: 0.171620 loss: 1.139032 eta: 10:09:18 batch_cost: 2.3207 data_cost: 0.0009 ips: 12.0654 images/s [11/20 10:54:01] ppdet.engine INFO: Epoch: [94] [2840/3251] learning_rate: 0.001294 loss_vfl: 0.725978 loss_bbox: 0.274615 loss_dfl: 0.182298 loss: 1.197719 eta: 10:08:34 batch_cost: 2.1139 data_cost: 0.0009 ips: 13.2456 images/s [11/20 10:54:47] ppdet.engine INFO: Epoch: [94] [2860/3251] learning_rate: 0.001291 loss_vfl: 0.720224 loss_bbox: 0.254444 loss_dfl: 0.185529 loss: 1.160385 eta: 10:07:51 batch_cost: 2.1684 data_cost: 0.0009 ips: 12.9127 images/s [11/20 10:55:35] ppdet.engine INFO: Epoch: [94] [2880/3251] learning_rate: 0.001288 loss_vfl: 0.721430 loss_bbox: 0.238786 loss_dfl: 0.166818 loss: 1.118476 eta: 10:07:07 batch_cost: 2.2393 data_cost: 0.0012 ips: 12.5038 images/s [11/20 10:56:21] ppdet.engine INFO: Epoch: [94] [2900/3251] learning_rate: 0.001285 loss_vfl: 0.702929 loss_bbox: 0.220846 loss_dfl: 0.164049 loss: 1.094660 eta: 10:06:23 batch_cost: 2.1416 data_cost: 0.0009 ips: 13.0741 images/s [11/20 10:57:07] ppdet.engine INFO: Epoch: [94] [2920/3251] learning_rate: 0.001282 loss_vfl: 0.712265 loss_bbox: 0.261622 loss_dfl: 0.186103 loss: 1.155828 eta: 10:05:39 batch_cost: 2.1711 data_cost: 0.0010 ips: 12.8965 images/s [11/20 10:57:54] ppdet.engine INFO: Epoch: [94] [2940/3251] learning_rate: 0.001279 loss_vfl: 0.697892 loss_bbox: 0.241427 loss_dfl: 0.173144 loss: 1.131855 eta: 10:04:55 batch_cost: 2.2489 data_cost: 0.0009 ips: 12.4505 images/s [11/20 10:58:39] ppdet.engine INFO: Epoch: [94] [2960/3251] learning_rate: 0.001276 loss_vfl: 0.722261 loss_bbox: 0.277011 loss_dfl: 0.188584 loss: 1.179928 eta: 10:04:11 batch_cost: 2.0747 data_cost: 0.0011 ips: 13.4956 images/s [11/20 10:59:27] ppdet.engine INFO: Epoch: [94] [2980/3251] learning_rate: 0.001272 loss_vfl: 0.710127 loss_bbox: 0.240148 loss_dfl: 0.166477 loss: 1.115666 eta: 10:03:28 batch_cost: 2.2711 data_cost: 0.0033 ips: 12.3289 images/s [11/20 11:00:13] ppdet.engine INFO: Epoch: [94] [3000/3251] learning_rate: 0.001269 loss_vfl: 0.682428 loss_bbox: 0.232926 loss_dfl: 0.162872 loss: 1.107211 eta: 10:02:44 batch_cost: 2.0950 data_cost: 0.0010 ips: 13.3654 images/s [11/20 11:01:00] ppdet.engine INFO: Epoch: [94] [3020/3251] learning_rate: 0.001266 loss_vfl: 0.690269 loss_bbox: 0.203745 loss_dfl: 0.159305 loss: 1.065710 eta: 10:02:00 batch_cost: 2.1516 data_cost: 0.0010 ips: 13.0134 images/s [11/20 11:01:47] ppdet.engine INFO: Epoch: [94] [3040/3251] learning_rate: 0.001263 loss_vfl: 0.725300 loss_bbox: 0.229541 loss_dfl: 0.164945 loss: 1.101410 eta: 10:01:16 batch_cost: 2.2543 data_cost: 0.0009 ips: 12.4209 images/s [11/20 11:02:35] ppdet.engine INFO: Epoch: [94] [3060/3251] learning_rate: 0.001260 loss_vfl: 0.677012 loss_bbox: 0.268789 loss_dfl: 0.186019 loss: 1.138397 eta: 10:00:32 batch_cost: 2.2980 data_cost: 0.0009 ips: 12.1845 images/s [11/20 11:03:21] ppdet.engine INFO: Epoch: [94] [3080/3251] learning_rate: 0.001257 loss_vfl: 0.717608 loss_bbox: 0.268717 loss_dfl: 0.198167 loss: 1.191476 eta: 9:59:49 batch_cost: 2.1589 data_cost: 0.0009 ips: 12.9699 images/s [11/20 11:04:09] ppdet.engine INFO: Epoch: [94] [3100/3251] learning_rate: 0.001254 loss_vfl: 0.692190 loss_bbox: 0.240514 loss_dfl: 0.157836 loss: 1.115914 eta: 9:59:05 batch_cost: 2.2516 data_cost: 0.0009 ips: 12.4358 images/s [11/20 11:04:56] ppdet.engine INFO: Epoch: [94] [3120/3251] learning_rate: 0.001251 loss_vfl: 0.714659 loss_bbox: 0.243416 loss_dfl: 0.166457 loss: 1.150117 eta: 9:58:21 batch_cost: 2.2305 data_cost: 0.0010 ips: 12.5533 images/s [11/20 11:05:42] ppdet.engine INFO: Epoch: [94] [3140/3251] learning_rate: 0.001248 loss_vfl: 0.723371 loss_bbox: 0.237462 loss_dfl: 0.166879 loss: 1.138618 eta: 9:57:37 batch_cost: 2.1534 data_cost: 0.0011 ips: 13.0027 images/s [11/20 11:06:29] ppdet.engine INFO: Epoch: [94] [3160/3251] learning_rate: 0.001245 loss_vfl: 0.714413 loss_bbox: 0.267089 loss_dfl: 0.180280 loss: 1.146091 eta: 9:56:53 batch_cost: 2.2379 data_cost: 0.0010 ips: 12.5120 images/s [11/20 11:07:17] ppdet.engine INFO: Epoch: [94] [3180/3251] learning_rate: 0.001242 loss_vfl: 0.731348 loss_bbox: 0.253415 loss_dfl: 0.174745 loss: 1.139510 eta: 9:56:10 batch_cost: 2.2356 data_cost: 0.0009 ips: 12.5244 images/s [11/20 11:08:03] ppdet.engine INFO: Epoch: [94] [3200/3251] learning_rate: 0.001239 loss_vfl: 0.719534 loss_bbox: 0.248273 loss_dfl: 0.186439 loss: 1.135686 eta: 9:55:26 batch_cost: 2.1744 data_cost: 0.0009 ips: 12.8773 images/s [11/20 11:08:49] ppdet.engine INFO: Epoch: [94] [3220/3251] learning_rate: 0.001236 loss_vfl: 0.691460 loss_bbox: 0.245028 loss_dfl: 0.173174 loss: 1.103745 eta: 9:54:42 batch_cost: 2.1577 data_cost: 0.0010 ips: 12.9768 images/s [11/20 11:09:35] ppdet.engine INFO: Epoch: [94] [3240/3251] learning_rate: 0.001233 loss_vfl: 0.713455 loss_bbox: 0.288611 loss_dfl: 0.184477 loss: 1.203430 eta: 9:53:58 batch_cost: 2.1822 data_cost: 0.0015 ips: 12.8313 images/s [11/20 11:10:14] ppdet.engine INFO: Epoch: [95] [ 0/3251] learning_rate: 0.001231 loss_vfl: 0.717738 loss_bbox: 0.257816 loss_dfl: 0.178403 loss: 1.173144 eta: 9:53:34 batch_cost: 2.4094 data_cost: 0.8609 ips: 11.6211 images/s [11/20 11:11:09] ppdet.engine INFO: Epoch: [95] [ 20/3251] learning_rate: 0.001228 loss_vfl: 0.714211 loss_bbox: 0.214011 loss_dfl: 0.151299 loss: 1.079466 eta: 9:52:51 batch_cost: 2.6222 data_cost: 0.0011 ips: 10.6781 images/s [11/20 11:11:58] ppdet.engine INFO: Epoch: [95] [ 40/3251] learning_rate: 0.001225 loss_vfl: 0.712478 loss_bbox: 0.297219 loss_dfl: 0.202994 loss: 1.227532 eta: 9:52:07 batch_cost: 2.3427 data_cost: 0.0097 ips: 11.9520 images/s [11/20 11:12:45] ppdet.engine INFO: Epoch: [95] [ 60/3251] learning_rate: 0.001222 loss_vfl: 0.705447 loss_bbox: 0.215851 loss_dfl: 0.150074 loss: 1.116964 eta: 9:51:23 batch_cost: 2.1310 data_cost: 0.0010 ips: 13.1393 images/s [11/20 11:13:29] ppdet.engine INFO: Epoch: [95] [ 80/3251] learning_rate: 0.001219 loss_vfl: 0.712386 loss_bbox: 0.246271 loss_dfl: 0.175728 loss: 1.133454 eta: 9:50:39 batch_cost: 2.0975 data_cost: 0.0010 ips: 13.3493 images/s [11/20 11:14:19] ppdet.engine INFO: Epoch: [95] [ 100/3251] learning_rate: 0.001216 loss_vfl: 0.688856 loss_bbox: 0.247889 loss_dfl: 0.172940 loss: 1.119570 eta: 9:49:56 batch_cost: 2.2818 data_cost: 0.0018 ips: 12.2709 images/s [11/20 11:15:07] ppdet.engine INFO: Epoch: [95] [ 120/3251] learning_rate: 0.001213 loss_vfl: 0.700151 loss_bbox: 0.242725 loss_dfl: 0.171680 loss: 1.084076 eta: 9:49:12 batch_cost: 2.2787 data_cost: 0.0010 ips: 12.2877 images/s [11/20 11:15:53] ppdet.engine INFO: Epoch: [95] [ 140/3251] learning_rate: 0.001210 loss_vfl: 0.712114 loss_bbox: 0.252289 loss_dfl: 0.175384 loss: 1.135108 eta: 9:48:28 batch_cost: 2.1705 data_cost: 0.0011 ips: 12.9002 images/s [11/20 11:16:40] ppdet.engine INFO: Epoch: [95] [ 160/3251] learning_rate: 0.001207 loss_vfl: 0.694512 loss_bbox: 0.234222 loss_dfl: 0.159104 loss: 1.106097 eta: 9:47:44 batch_cost: 2.2197 data_cost: 0.0010 ips: 12.6143 images/s [11/20 11:17:27] ppdet.engine INFO: Epoch: [95] [ 180/3251] learning_rate: 0.001204 loss_vfl: 0.723107 loss_bbox: 0.266791 loss_dfl: 0.190985 loss: 1.172477 eta: 9:47:01 batch_cost: 2.2567 data_cost: 0.0012 ips: 12.4074 images/s [11/20 11:18:15] ppdet.engine INFO: Epoch: [95] [ 200/3251] learning_rate: 0.001201 loss_vfl: 0.706397 loss_bbox: 0.260531 loss_dfl: 0.183318 loss: 1.161863 eta: 9:46:17 batch_cost: 2.2445 data_cost: 0.0009 ips: 12.4750 images/s [11/20 11:19:02] ppdet.engine INFO: Epoch: [95] [ 220/3251] learning_rate: 0.001198 loss_vfl: 0.709141 loss_bbox: 0.221396 loss_dfl: 0.162283 loss: 1.092099 eta: 9:45:33 batch_cost: 2.2211 data_cost: 0.0009 ips: 12.6063 images/s [11/20 11:19:50] ppdet.engine INFO: Epoch: [95] [ 240/3251] learning_rate: 0.001195 loss_vfl: 0.692989 loss_bbox: 0.249891 loss_dfl: 0.183657 loss: 1.140389 eta: 9:44:49 batch_cost: 2.3029 data_cost: 0.0011 ips: 12.1584 images/s [11/20 11:20:37] ppdet.engine INFO: Epoch: [95] [ 260/3251] learning_rate: 0.001192 loss_vfl: 0.697156 loss_bbox: 0.257026 loss_dfl: 0.170791 loss: 1.134646 eta: 9:44:06 batch_cost: 2.2924 data_cost: 0.0009 ips: 12.2144 images/s [11/20 11:21:24] ppdet.engine INFO: Epoch: [95] [ 280/3251] learning_rate: 0.001189 loss_vfl: 0.712440 loss_bbox: 0.236166 loss_dfl: 0.167060 loss: 1.108047 eta: 9:43:22 batch_cost: 2.1986 data_cost: 0.0013 ips: 12.7352 images/s [11/20 11:22:12] ppdet.engine INFO: Epoch: [95] [ 300/3251] learning_rate: 0.001186 loss_vfl: 0.708270 loss_bbox: 0.219703 loss_dfl: 0.161399 loss: 1.084712 eta: 9:42:38 batch_cost: 2.2791 data_cost: 0.0011 ips: 12.2853 images/s [11/20 11:22:59] ppdet.engine INFO: Epoch: [95] [ 320/3251] learning_rate: 0.001183 loss_vfl: 0.701846 loss_bbox: 0.268337 loss_dfl: 0.185865 loss: 1.183197 eta: 9:41:54 batch_cost: 2.1724 data_cost: 0.0019 ips: 12.8888 images/s [11/20 11:23:49] ppdet.engine INFO: Epoch: [95] [ 340/3251] learning_rate: 0.001180 loss_vfl: 0.685116 loss_bbox: 0.240605 loss_dfl: 0.179697 loss: 1.114565 eta: 9:41:11 batch_cost: 2.3924 data_cost: 0.0023 ips: 11.7039 images/s [11/20 11:24:35] ppdet.engine INFO: Epoch: [95] [ 360/3251] learning_rate: 0.001177 loss_vfl: 0.696931 loss_bbox: 0.234463 loss_dfl: 0.178010 loss: 1.133024 eta: 9:40:27 batch_cost: 2.1590 data_cost: 0.0015 ips: 12.9689 images/s [11/20 11:25:22] ppdet.engine INFO: Epoch: [95] [ 380/3251] learning_rate: 0.001174 loss_vfl: 0.709102 loss_bbox: 0.249816 loss_dfl: 0.168146 loss: 1.152313 eta: 9:39:43 batch_cost: 2.2529 data_cost: 0.0014 ips: 12.4284 images/s [11/20 11:26:10] ppdet.engine INFO: Epoch: [95] [ 400/3251] learning_rate: 0.001171 loss_vfl: 0.685080 loss_bbox: 0.230854 loss_dfl: 0.176774 loss: 1.090184 eta: 9:38:59 batch_cost: 2.3173 data_cost: 0.0010 ips: 12.0830 images/s [11/20 11:26:57] ppdet.engine INFO: Epoch: [95] [ 420/3251] learning_rate: 0.001168 loss_vfl: 0.719941 loss_bbox: 0.232190 loss_dfl: 0.172158 loss: 1.134830 eta: 9:38:16 batch_cost: 2.2499 data_cost: 0.0009 ips: 12.4449 images/s [11/20 11:27:47] ppdet.engine INFO: Epoch: [95] [ 440/3251] learning_rate: 0.001166 loss_vfl: 0.687442 loss_bbox: 0.243131 loss_dfl: 0.170037 loss: 1.091542 eta: 9:37:32 batch_cost: 2.3284 data_cost: 0.0009 ips: 12.0252 images/s [11/20 11:28:35] ppdet.engine INFO: Epoch: [95] [ 460/3251] learning_rate: 0.001163 loss_vfl: 0.709149 loss_bbox: 0.252979 loss_dfl: 0.183980 loss: 1.126048 eta: 9:36:48 batch_cost: 2.2846 data_cost: 0.0009 ips: 12.2559 images/s [11/20 11:29:23] ppdet.engine INFO: Epoch: [95] [ 480/3251] learning_rate: 0.001160 loss_vfl: 0.730367 loss_bbox: 0.301825 loss_dfl: 0.203227 loss: 1.247793 eta: 9:36:05 batch_cost: 2.3231 data_cost: 0.0009 ips: 12.0528 images/s [11/20 11:30:10] ppdet.engine INFO: Epoch: [95] [ 500/3251] learning_rate: 0.001157 loss_vfl: 0.696271 loss_bbox: 0.230694 loss_dfl: 0.173170 loss: 1.101747 eta: 9:35:21 batch_cost: 2.2296 data_cost: 0.0013 ips: 12.5582 images/s [11/20 11:30:58] ppdet.engine INFO: Epoch: [95] [ 520/3251] learning_rate: 0.001154 loss_vfl: 0.716095 loss_bbox: 0.260098 loss_dfl: 0.179753 loss: 1.144053 eta: 9:34:37 batch_cost: 2.3001 data_cost: 0.0010 ips: 12.1736 images/s [11/20 11:31:44] ppdet.engine INFO: Epoch: [95] [ 540/3251] learning_rate: 0.001151 loss_vfl: 0.711266 loss_bbox: 0.231881 loss_dfl: 0.170573 loss: 1.111343 eta: 9:33:53 batch_cost: 2.1597 data_cost: 0.0009 ips: 12.9645 images/s [11/20 11:32:31] ppdet.engine INFO: Epoch: [95] [ 560/3251] learning_rate: 0.001148 loss_vfl: 0.695023 loss_bbox: 0.251986 loss_dfl: 0.171442 loss: 1.132851 eta: 9:33:09 batch_cost: 2.1476 data_cost: 0.0010 ips: 13.0378 images/s [11/20 11:33:17] ppdet.engine INFO: Epoch: [95] [ 580/3251] learning_rate: 0.001145 loss_vfl: 0.697089 loss_bbox: 0.238815 loss_dfl: 0.160936 loss: 1.111150 eta: 9:32:25 batch_cost: 2.2080 data_cost: 0.0010 ips: 12.6811 images/s [11/20 11:34:04] ppdet.engine INFO: Epoch: [95] [ 600/3251] learning_rate: 0.001142 loss_vfl: 0.698732 loss_bbox: 0.211047 loss_dfl: 0.159713 loss: 1.043167 eta: 9:31:42 batch_cost: 2.2417 data_cost: 0.0010 ips: 12.4907 images/s [11/20 11:34:51] ppdet.engine INFO: Epoch: [95] [ 620/3251] learning_rate: 0.001139 loss_vfl: 0.726338 loss_bbox: 0.236866 loss_dfl: 0.167858 loss: 1.120634 eta: 9:30:58 batch_cost: 2.1563 data_cost: 0.0010 ips: 12.9851 images/s [11/20 11:35:39] ppdet.engine INFO: Epoch: [95] [ 640/3251] learning_rate: 0.001136 loss_vfl: 0.706750 loss_bbox: 0.253385 loss_dfl: 0.185166 loss: 1.131950 eta: 9:30:14 batch_cost: 2.2800 data_cost: 0.0010 ips: 12.2809 images/s [11/20 11:36:28] ppdet.engine INFO: Epoch: [95] [ 660/3251] learning_rate: 0.001133 loss_vfl: 0.728261 loss_bbox: 0.244424 loss_dfl: 0.168738 loss: 1.151035 eta: 9:29:30 batch_cost: 2.2348 data_cost: 0.0016 ips: 12.5292 images/s [11/20 11:37:15] ppdet.engine INFO: Epoch: [95] [ 680/3251] learning_rate: 0.001131 loss_vfl: 0.705215 loss_bbox: 0.262426 loss_dfl: 0.185644 loss: 1.119919 eta: 9:28:47 batch_cost: 2.2529 data_cost: 0.0011 ips: 12.4284 images/s [11/20 11:38:03] ppdet.engine INFO: Epoch: [95] [ 700/3251] learning_rate: 0.001128 loss_vfl: 0.706692 loss_bbox: 0.272476 loss_dfl: 0.190120 loss: 1.160149 eta: 9:28:03 batch_cost: 2.2444 data_cost: 0.0010 ips: 12.4754 images/s [11/20 11:38:48] ppdet.engine INFO: Epoch: [95] [ 720/3251] learning_rate: 0.001125 loss_vfl: 0.709221 loss_bbox: 0.235963 loss_dfl: 0.174354 loss: 1.136216 eta: 9:27:19 batch_cost: 2.1561 data_cost: 0.0009 ips: 12.9865 images/s [11/20 11:39:36] ppdet.engine INFO: Epoch: [95] [ 740/3251] learning_rate: 0.001122 loss_vfl: 0.671273 loss_bbox: 0.247861 loss_dfl: 0.178358 loss: 1.079647 eta: 9:26:35 batch_cost: 2.2808 data_cost: 0.0010 ips: 12.2765 images/s [11/20 11:40:22] ppdet.engine INFO: Epoch: [95] [ 760/3251] learning_rate: 0.001119 loss_vfl: 0.715545 loss_bbox: 0.229602 loss_dfl: 0.177439 loss: 1.145380 eta: 9:25:51 batch_cost: 2.2018 data_cost: 0.0010 ips: 12.7170 images/s [11/20 11:41:11] ppdet.engine INFO: Epoch: [95] [ 780/3251] learning_rate: 0.001116 loss_vfl: 0.727128 loss_bbox: 0.266458 loss_dfl: 0.183473 loss: 1.185327 eta: 9:25:08 batch_cost: 2.3336 data_cost: 0.0009 ips: 11.9987 images/s [11/20 11:42:01] ppdet.engine INFO: Epoch: [95] [ 800/3251] learning_rate: 0.001113 loss_vfl: 0.710341 loss_bbox: 0.227209 loss_dfl: 0.161722 loss: 1.080342 eta: 9:24:24 batch_cost: 2.3955 data_cost: 0.0010 ips: 11.6887 images/s [11/20 11:42:48] ppdet.engine INFO: Epoch: [95] [ 820/3251] learning_rate: 0.001110 loss_vfl: 0.710118 loss_bbox: 0.236326 loss_dfl: 0.169895 loss: 1.122385 eta: 9:23:40 batch_cost: 2.2123 data_cost: 0.0009 ips: 12.6566 images/s [11/20 11:43:38] ppdet.engine INFO: Epoch: [95] [ 840/3251] learning_rate: 0.001107 loss_vfl: 0.697900 loss_bbox: 0.240639 loss_dfl: 0.171700 loss: 1.124501 eta: 9:22:57 batch_cost: 2.3288 data_cost: 0.0009 ips: 12.0234 images/s [11/20 11:44:24] ppdet.engine INFO: Epoch: [95] [ 860/3251] learning_rate: 0.001105 loss_vfl: 0.699417 loss_bbox: 0.231849 loss_dfl: 0.167887 loss: 1.096645 eta: 9:22:13 batch_cost: 2.1952 data_cost: 0.0009 ips: 12.7550 images/s [11/20 11:45:11] ppdet.engine INFO: Epoch: [95] [ 880/3251] learning_rate: 0.001102 loss_vfl: 0.701707 loss_bbox: 0.239535 loss_dfl: 0.174288 loss: 1.105640 eta: 9:21:29 batch_cost: 2.2225 data_cost: 0.0012 ips: 12.5983 images/s [11/20 11:45:57] ppdet.engine INFO: Epoch: [95] [ 900/3251] learning_rate: 0.001099 loss_vfl: 0.696659 loss_bbox: 0.242716 loss_dfl: 0.176479 loss: 1.109973 eta: 9:20:45 batch_cost: 2.1590 data_cost: 0.0010 ips: 12.9691 images/s [11/20 11:46:45] ppdet.engine INFO: Epoch: [95] [ 920/3251] learning_rate: 0.001096 loss_vfl: 0.700085 loss_bbox: 0.277132 loss_dfl: 0.161347 loss: 1.158844 eta: 9:20:01 batch_cost: 2.2897 data_cost: 0.0010 ips: 12.2286 images/s [11/20 11:47:32] ppdet.engine INFO: Epoch: [95] [ 940/3251] learning_rate: 0.001093 loss_vfl: 0.684440 loss_bbox: 0.237639 loss_dfl: 0.166222 loss: 1.090414 eta: 9:19:18 batch_cost: 2.2264 data_cost: 0.0011 ips: 12.5766 images/s [11/20 11:48:17] ppdet.engine INFO: Epoch: [95] [ 960/3251] learning_rate: 0.001090 loss_vfl: 0.717303 loss_bbox: 0.236721 loss_dfl: 0.171442 loss: 1.118174 eta: 9:18:34 batch_cost: 2.1861 data_cost: 0.0014 ips: 12.8083 images/s [11/20 11:49:05] ppdet.engine INFO: Epoch: [95] [ 980/3251] learning_rate: 0.001087 loss_vfl: 0.712466 loss_bbox: 0.268316 loss_dfl: 0.180687 loss: 1.186862 eta: 9:17:50 batch_cost: 2.2867 data_cost: 0.0012 ips: 12.2448 images/s [11/20 11:49:52] ppdet.engine INFO: Epoch: [95] [1000/3251] learning_rate: 0.001085 loss_vfl: 0.714268 loss_bbox: 0.280297 loss_dfl: 0.194477 loss: 1.175874 eta: 9:17:06 batch_cost: 2.1897 data_cost: 0.0009 ips: 12.7873 images/s [11/20 11:50:40] ppdet.engine INFO: Epoch: [95] [1020/3251] learning_rate: 0.001082 loss_vfl: 0.706021 loss_bbox: 0.242516 loss_dfl: 0.169634 loss: 1.119743 eta: 9:16:23 batch_cost: 2.2744 data_cost: 0.0010 ips: 12.3108 images/s [11/20 11:51:28] ppdet.engine INFO: Epoch: [95] [1040/3251] learning_rate: 0.001079 loss_vfl: 0.696022 loss_bbox: 0.230969 loss_dfl: 0.165343 loss: 1.111767 eta: 9:15:39 batch_cost: 2.1875 data_cost: 0.0009 ips: 12.8000 images/s [11/20 11:52:14] ppdet.engine INFO: Epoch: [95] [1060/3251] learning_rate: 0.001076 loss_vfl: 0.715125 loss_bbox: 0.259874 loss_dfl: 0.177054 loss: 1.174779 eta: 9:14:55 batch_cost: 2.1025 data_cost: 0.0015 ips: 13.3176 images/s [11/20 11:53:00] ppdet.engine INFO: Epoch: [95] [1080/3251] learning_rate: 0.001073 loss_vfl: 0.701395 loss_bbox: 0.235926 loss_dfl: 0.169294 loss: 1.109908 eta: 9:14:11 batch_cost: 2.2058 data_cost: 0.0009 ips: 12.6936 images/s [11/20 11:53:48] ppdet.engine INFO: Epoch: [95] [1100/3251] learning_rate: 0.001070 loss_vfl: 0.674843 loss_bbox: 0.246217 loss_dfl: 0.176109 loss: 1.081234 eta: 9:13:27 batch_cost: 2.2695 data_cost: 0.0009 ips: 12.3376 images/s [11/20 11:54:34] ppdet.engine INFO: Epoch: [95] [1120/3251] learning_rate: 0.001068 loss_vfl: 0.698284 loss_bbox: 0.221544 loss_dfl: 0.164899 loss: 1.087678 eta: 9:12:43 batch_cost: 2.1548 data_cost: 0.0009 ips: 12.9941 images/s [11/20 11:55:24] ppdet.engine INFO: Epoch: [95] [1140/3251] learning_rate: 0.001065 loss_vfl: 0.708933 loss_bbox: 0.260079 loss_dfl: 0.176626 loss: 1.141171 eta: 9:12:00 batch_cost: 2.3804 data_cost: 0.0012 ips: 11.7627 images/s [11/20 11:56:11] ppdet.engine INFO: Epoch: [95] [1160/3251] learning_rate: 0.001062 loss_vfl: 0.720637 loss_bbox: 0.262601 loss_dfl: 0.189882 loss: 1.169231 eta: 9:11:16 batch_cost: 2.1625 data_cost: 0.0010 ips: 12.9480 images/s [11/20 11:56:58] ppdet.engine INFO: Epoch: [95] [1180/3251] learning_rate: 0.001059 loss_vfl: 0.701257 loss_bbox: 0.230528 loss_dfl: 0.167540 loss: 1.091738 eta: 9:10:32 batch_cost: 2.2816 data_cost: 0.0011 ips: 12.2722 images/s [11/20 11:57:46] ppdet.engine INFO: Epoch: [95] [1200/3251] learning_rate: 0.001056 loss_vfl: 0.692463 loss_bbox: 0.228965 loss_dfl: 0.170747 loss: 1.077235 eta: 9:09:48 batch_cost: 2.2569 data_cost: 0.0013 ips: 12.4066 images/s [11/20 11:58:35] ppdet.engine INFO: Epoch: [95] [1220/3251] learning_rate: 0.001054 loss_vfl: 0.724916 loss_bbox: 0.252884 loss_dfl: 0.182859 loss: 1.164066 eta: 9:09:05 batch_cost: 2.2830 data_cost: 0.0017 ips: 12.2645 images/s [11/20 11:59:22] ppdet.engine INFO: Epoch: [95] [1240/3251] learning_rate: 0.001051 loss_vfl: 0.690776 loss_bbox: 0.231495 loss_dfl: 0.161867 loss: 1.116402 eta: 9:08:21 batch_cost: 2.1628 data_cost: 0.0009 ips: 12.9464 images/s [11/20 12:00:09] ppdet.engine INFO: Epoch: [95] [1260/3251] learning_rate: 0.001048 loss_vfl: 0.702562 loss_bbox: 0.248443 loss_dfl: 0.166928 loss: 1.127896 eta: 9:07:37 batch_cost: 2.1985 data_cost: 0.0014 ips: 12.7361 images/s [11/20 12:00:58] ppdet.engine INFO: Epoch: [95] [1280/3251] learning_rate: 0.001045 loss_vfl: 0.712162 loss_bbox: 0.222728 loss_dfl: 0.159851 loss: 1.093850 eta: 9:06:53 batch_cost: 2.2958 data_cost: 0.0014 ips: 12.1962 images/s [11/20 12:01:44] ppdet.engine INFO: Epoch: [95] [1300/3251] learning_rate: 0.001042 loss_vfl: 0.697992 loss_bbox: 0.255101 loss_dfl: 0.178509 loss: 1.135413 eta: 9:06:09 batch_cost: 2.2204 data_cost: 0.0014 ips: 12.6101 images/s [11/20 12:02:33] ppdet.engine INFO: Epoch: [95] [1320/3251] learning_rate: 0.001040 loss_vfl: 0.710035 loss_bbox: 0.235208 loss_dfl: 0.169485 loss: 1.125738 eta: 9:05:26 batch_cost: 2.2295 data_cost: 0.0013 ips: 12.5591 images/s [11/20 12:03:21] ppdet.engine INFO: Epoch: [95] [1340/3251] learning_rate: 0.001037 loss_vfl: 0.700418 loss_bbox: 0.245078 loss_dfl: 0.183851 loss: 1.141092 eta: 9:04:42 batch_cost: 2.1883 data_cost: 0.0009 ips: 12.7954 images/s [11/20 12:04:09] ppdet.engine INFO: Epoch: [95] [1360/3251] learning_rate: 0.001034 loss_vfl: 0.702403 loss_bbox: 0.223690 loss_dfl: 0.155554 loss: 1.115230 eta: 9:03:58 batch_cost: 2.2672 data_cost: 0.0012 ips: 12.3502 images/s [11/20 12:04:57] ppdet.engine INFO: Epoch: [95] [1380/3251] learning_rate: 0.001031 loss_vfl: 0.700573 loss_bbox: 0.277209 loss_dfl: 0.181089 loss: 1.161819 eta: 9:03:14 batch_cost: 2.2457 data_cost: 0.0012 ips: 12.4680 images/s [11/20 12:05:43] ppdet.engine INFO: Epoch: [95] [1400/3251] learning_rate: 0.001029 loss_vfl: 0.712335 loss_bbox: 0.235274 loss_dfl: 0.172438 loss: 1.126352 eta: 9:02:30 batch_cost: 2.1144 data_cost: 0.0010 ips: 13.2426 images/s [11/20 12:06:33] ppdet.engine INFO: Epoch: [95] [1420/3251] learning_rate: 0.001026 loss_vfl: 0.716899 loss_bbox: 0.232120 loss_dfl: 0.170497 loss: 1.118938 eta: 9:01:47 batch_cost: 2.2841 data_cost: 0.0010 ips: 12.2585 images/s [11/20 12:07:19] ppdet.engine INFO: Epoch: [95] [1440/3251] learning_rate: 0.001023 loss_vfl: 0.689154 loss_bbox: 0.251184 loss_dfl: 0.178561 loss: 1.116083 eta: 9:01:03 batch_cost: 2.1593 data_cost: 0.0016 ips: 12.9670 images/s [11/20 12:08:06] ppdet.engine INFO: Epoch: [95] [1460/3251] learning_rate: 0.001020 loss_vfl: 0.712791 loss_bbox: 0.245918 loss_dfl: 0.180202 loss: 1.145820 eta: 9:00:19 batch_cost: 2.1213 data_cost: 0.0015 ips: 13.1996 images/s [11/20 12:08:51] ppdet.engine INFO: Epoch: [95] [1480/3251] learning_rate: 0.001018 loss_vfl: 0.705565 loss_bbox: 0.255798 loss_dfl: 0.173999 loss: 1.162700 eta: 8:59:35 batch_cost: 2.1543 data_cost: 0.0013 ips: 12.9974 images/s [11/20 12:09:41] ppdet.engine INFO: Epoch: [95] [1500/3251] learning_rate: 0.001015 loss_vfl: 0.704457 loss_bbox: 0.264315 loss_dfl: 0.187357 loss: 1.148675 eta: 8:58:51 batch_cost: 2.3461 data_cost: 0.0010 ips: 11.9350 images/s [11/20 12:10:28] ppdet.engine INFO: Epoch: [95] [1520/3251] learning_rate: 0.001012 loss_vfl: 0.687698 loss_bbox: 0.238727 loss_dfl: 0.175296 loss: 1.093995 eta: 8:58:08 batch_cost: 2.1314 data_cost: 0.0010 ips: 13.1370 images/s [11/20 12:11:17] ppdet.engine INFO: Epoch: [95] [1540/3251] learning_rate: 0.001009 loss_vfl: 0.705965 loss_bbox: 0.272476 loss_dfl: 0.174489 loss: 1.145555 eta: 8:57:24 batch_cost: 2.3178 data_cost: 0.0010 ips: 12.0806 images/s [11/20 12:12:02] ppdet.engine INFO: Epoch: [95] [1560/3251] learning_rate: 0.001007 loss_vfl: 0.715436 loss_bbox: 0.238540 loss_dfl: 0.169983 loss: 1.137294 eta: 8:56:40 batch_cost: 2.1520 data_cost: 0.0010 ips: 13.0111 images/s [11/20 12:12:51] ppdet.engine INFO: Epoch: [95] [1580/3251] learning_rate: 0.001004 loss_vfl: 0.690484 loss_bbox: 0.229667 loss_dfl: 0.164783 loss: 1.106638 eta: 8:55:56 batch_cost: 2.3220 data_cost: 0.0010 ips: 12.0584 images/s [11/20 12:13:39] ppdet.engine INFO: Epoch: [95] [1600/3251] learning_rate: 0.001001 loss_vfl: 0.718148 loss_bbox: 0.250705 loss_dfl: 0.179856 loss: 1.171154 eta: 8:55:13 batch_cost: 2.2938 data_cost: 0.0016 ips: 12.2067 images/s [11/20 12:14:26] ppdet.engine INFO: Epoch: [95] [1620/3251] learning_rate: 0.000998 loss_vfl: 0.712205 loss_bbox: 0.242900 loss_dfl: 0.176116 loss: 1.142594 eta: 8:54:29 batch_cost: 2.2165 data_cost: 0.0009 ips: 12.6323 images/s [11/20 12:15:13] ppdet.engine INFO: Epoch: [95] [1640/3251] learning_rate: 0.000996 loss_vfl: 0.687338 loss_bbox: 0.273541 loss_dfl: 0.195146 loss: 1.138062 eta: 8:53:45 batch_cost: 2.2227 data_cost: 0.0010 ips: 12.5972 images/s [11/20 12:16:01] ppdet.engine INFO: Epoch: [95] [1660/3251] learning_rate: 0.000993 loss_vfl: 0.693610 loss_bbox: 0.224520 loss_dfl: 0.167002 loss: 1.113782 eta: 8:53:01 batch_cost: 2.2614 data_cost: 0.0011 ips: 12.3818 images/s [11/20 12:16:48] ppdet.engine INFO: Epoch: [95] [1680/3251] learning_rate: 0.000990 loss_vfl: 0.704528 loss_bbox: 0.240983 loss_dfl: 0.171975 loss: 1.112030 eta: 8:52:17 batch_cost: 2.1876 data_cost: 0.0009 ips: 12.7994 images/s [11/20 12:17:35] ppdet.engine INFO: Epoch: [95] [1700/3251] learning_rate: 0.000988 loss_vfl: 0.711738 loss_bbox: 0.236627 loss_dfl: 0.161771 loss: 1.115913 eta: 8:51:33 batch_cost: 2.1806 data_cost: 0.0011 ips: 12.8406 images/s [11/20 12:18:24] ppdet.engine INFO: Epoch: [95] [1720/3251] learning_rate: 0.000985 loss_vfl: 0.695343 loss_bbox: 0.247168 loss_dfl: 0.170838 loss: 1.132696 eta: 8:50:50 batch_cost: 2.3011 data_cost: 0.0012 ips: 12.1681 images/s [11/20 12:19:10] ppdet.engine INFO: Epoch: [95] [1740/3251] learning_rate: 0.000982 loss_vfl: 0.684459 loss_bbox: 0.238015 loss_dfl: 0.168060 loss: 1.090928 eta: 8:50:06 batch_cost: 2.0787 data_cost: 0.0010 ips: 13.4702 images/s [11/20 12:19:59] ppdet.engine INFO: Epoch: [95] [1760/3251] learning_rate: 0.000979 loss_vfl: 0.716819 loss_bbox: 0.238680 loss_dfl: 0.166346 loss: 1.126144 eta: 8:49:22 batch_cost: 2.3189 data_cost: 0.0010 ips: 12.0748 images/s [11/20 12:20:46] ppdet.engine INFO: Epoch: [95] [1780/3251] learning_rate: 0.000977 loss_vfl: 0.728150 loss_bbox: 0.284525 loss_dfl: 0.189715 loss: 1.181462 eta: 8:48:38 batch_cost: 2.2351 data_cost: 0.0010 ips: 12.5273 images/s [11/20 12:21:34] ppdet.engine INFO: Epoch: [95] [1800/3251] learning_rate: 0.000974 loss_vfl: 0.707375 loss_bbox: 0.222000 loss_dfl: 0.158388 loss: 1.110123 eta: 8:47:55 batch_cost: 2.3202 data_cost: 0.0010 ips: 12.0682 images/s [11/20 12:22:24] ppdet.engine INFO: Epoch: [95] [1820/3251] learning_rate: 0.000971 loss_vfl: 0.706810 loss_bbox: 0.240619 loss_dfl: 0.172711 loss: 1.108519 eta: 8:47:11 batch_cost: 2.2745 data_cost: 0.0011 ips: 12.3104 images/s [11/20 12:23:08] ppdet.engine INFO: Epoch: [95] [1840/3251] learning_rate: 0.000969 loss_vfl: 0.715395 loss_bbox: 0.280026 loss_dfl: 0.197739 loss: 1.183672 eta: 8:46:27 batch_cost: 2.1317 data_cost: 0.0009 ips: 13.1349 images/s [11/20 12:23:58] ppdet.engine INFO: Epoch: [95] [1860/3251] learning_rate: 0.000966 loss_vfl: 0.693136 loss_bbox: 0.259536 loss_dfl: 0.184277 loss: 1.158267 eta: 8:45:43 batch_cost: 2.3147 data_cost: 0.0012 ips: 12.0968 images/s [11/20 12:24:44] ppdet.engine INFO: Epoch: [95] [1880/3251] learning_rate: 0.000963 loss_vfl: 0.706910 loss_bbox: 0.244769 loss_dfl: 0.170118 loss: 1.161301 eta: 8:45:00 batch_cost: 2.2353 data_cost: 0.0010 ips: 12.5265 images/s [11/20 12:25:30] ppdet.engine INFO: Epoch: [95] [1900/3251] learning_rate: 0.000961 loss_vfl: 0.702079 loss_bbox: 0.263316 loss_dfl: 0.186853 loss: 1.159923 eta: 8:44:16 batch_cost: 2.2202 data_cost: 0.0009 ips: 12.6112 images/s [11/20 12:26:18] ppdet.engine INFO: Epoch: [95] [1920/3251] learning_rate: 0.000958 loss_vfl: 0.721313 loss_bbox: 0.252327 loss_dfl: 0.188013 loss: 1.155908 eta: 8:43:32 batch_cost: 2.2887 data_cost: 0.0016 ips: 12.2342 images/s [11/20 12:27:08] ppdet.engine INFO: Epoch: [95] [1940/3251] learning_rate: 0.000955 loss_vfl: 0.690500 loss_bbox: 0.286742 loss_dfl: 0.189355 loss: 1.163279 eta: 8:42:48 batch_cost: 2.3647 data_cost: 0.0017 ips: 11.8411 images/s [11/20 12:27:54] ppdet.engine INFO: Epoch: [95] [1960/3251] learning_rate: 0.000953 loss_vfl: 0.713084 loss_bbox: 0.290848 loss_dfl: 0.192178 loss: 1.203708 eta: 8:42:04 batch_cost: 2.1630 data_cost: 0.0010 ips: 12.9447 images/s [11/20 12:28:42] ppdet.engine INFO: Epoch: [95] [1980/3251] learning_rate: 0.000950 loss_vfl: 0.718987 loss_bbox: 0.239763 loss_dfl: 0.174029 loss: 1.137520 eta: 8:41:21 batch_cost: 2.2773 data_cost: 0.0010 ips: 12.2953 images/s [11/20 12:29:31] ppdet.engine INFO: Epoch: [95] [2000/3251] learning_rate: 0.000947 loss_vfl: 0.703337 loss_bbox: 0.235997 loss_dfl: 0.168453 loss: 1.114723 eta: 8:40:37 batch_cost: 2.2693 data_cost: 0.0011 ips: 12.3384 images/s [11/20 12:30:18] ppdet.engine INFO: Epoch: [95] [2020/3251] learning_rate: 0.000945 loss_vfl: 0.709866 loss_bbox: 0.251344 loss_dfl: 0.172808 loss: 1.166471 eta: 8:39:53 batch_cost: 2.2485 data_cost: 0.0010 ips: 12.4527 images/s [11/20 12:31:05] ppdet.engine INFO: Epoch: [95] [2040/3251] learning_rate: 0.000942 loss_vfl: 0.714580 loss_bbox: 0.272074 loss_dfl: 0.190056 loss: 1.152726 eta: 8:39:09 batch_cost: 2.2166 data_cost: 0.0009 ips: 12.6322 images/s [11/20 12:31:51] ppdet.engine INFO: Epoch: [95] [2060/3251] learning_rate: 0.000939 loss_vfl: 0.716055 loss_bbox: 0.257139 loss_dfl: 0.172239 loss: 1.142620 eta: 8:38:25 batch_cost: 2.1021 data_cost: 0.0017 ips: 13.3199 images/s [11/20 12:32:38] ppdet.engine INFO: Epoch: [95] [2080/3251] learning_rate: 0.000937 loss_vfl: 0.725530 loss_bbox: 0.242978 loss_dfl: 0.171004 loss: 1.140537 eta: 8:37:42 batch_cost: 2.2969 data_cost: 0.0010 ips: 12.1906 images/s [11/20 12:33:25] ppdet.engine INFO: Epoch: [95] [2100/3251] learning_rate: 0.000934 loss_vfl: 0.696930 loss_bbox: 0.273091 loss_dfl: 0.180879 loss: 1.174581 eta: 8:36:58 batch_cost: 2.2121 data_cost: 0.0010 ips: 12.6576 images/s [11/20 12:34:13] ppdet.engine INFO: Epoch: [95] [2120/3251] learning_rate: 0.000931 loss_vfl: 0.707953 loss_bbox: 0.268503 loss_dfl: 0.186898 loss: 1.160286 eta: 8:36:14 batch_cost: 2.2581 data_cost: 0.0010 ips: 12.3998 images/s [11/20 12:35:01] ppdet.engine INFO: Epoch: [95] [2140/3251] learning_rate: 0.000929 loss_vfl: 0.702613 loss_bbox: 0.279875 loss_dfl: 0.193080 loss: 1.177310 eta: 8:35:30 batch_cost: 2.2727 data_cost: 0.0009 ips: 12.3203 images/s [11/20 12:35:48] ppdet.engine INFO: Epoch: [95] [2160/3251] learning_rate: 0.000926 loss_vfl: 0.693497 loss_bbox: 0.215999 loss_dfl: 0.155240 loss: 1.058249 eta: 8:34:47 batch_cost: 2.2731 data_cost: 0.0010 ips: 12.3177 images/s [11/20 12:36:34] ppdet.engine INFO: Epoch: [95] [2180/3251] learning_rate: 0.000924 loss_vfl: 0.704462 loss_bbox: 0.258417 loss_dfl: 0.172366 loss: 1.166588 eta: 8:34:03 batch_cost: 2.1594 data_cost: 0.0009 ips: 12.9665 images/s [11/20 12:37:21] ppdet.engine INFO: Epoch: [95] [2200/3251] learning_rate: 0.000921 loss_vfl: 0.699822 loss_bbox: 0.250745 loss_dfl: 0.170816 loss: 1.128609 eta: 8:33:19 batch_cost: 2.2593 data_cost: 0.0009 ips: 12.3933 images/s [11/20 12:38:08] ppdet.engine INFO: Epoch: [95] [2220/3251] learning_rate: 0.000918 loss_vfl: 0.705417 loss_bbox: 0.243040 loss_dfl: 0.175275 loss: 1.164390 eta: 8:32:35 batch_cost: 2.1742 data_cost: 0.0013 ips: 12.8780 images/s [11/20 12:38:54] ppdet.engine INFO: Epoch: [95] [2240/3251] learning_rate: 0.000916 loss_vfl: 0.692490 loss_bbox: 0.239285 loss_dfl: 0.170600 loss: 1.096965 eta: 8:31:51 batch_cost: 2.1923 data_cost: 0.0010 ips: 12.7721 images/s [11/20 12:39:44] ppdet.engine INFO: Epoch: [95] [2260/3251] learning_rate: 0.000913 loss_vfl: 0.702932 loss_bbox: 0.245129 loss_dfl: 0.164948 loss: 1.121640 eta: 8:31:08 batch_cost: 2.3744 data_cost: 0.0013 ips: 11.7926 images/s [11/20 12:40:29] ppdet.engine INFO: Epoch: [95] [2280/3251] learning_rate: 0.000910 loss_vfl: 0.679698 loss_bbox: 0.252706 loss_dfl: 0.176418 loss: 1.137821 eta: 8:30:24 batch_cost: 2.1308 data_cost: 0.0009 ips: 13.1407 images/s [11/20 12:41:17] ppdet.engine INFO: Epoch: [95] [2300/3251] learning_rate: 0.000908 loss_vfl: 0.707783 loss_bbox: 0.271557 loss_dfl: 0.185906 loss: 1.167038 eta: 8:29:40 batch_cost: 2.3030 data_cost: 0.0009 ips: 12.1580 images/s [11/20 12:42:07] ppdet.engine INFO: Epoch: [95] [2320/3251] learning_rate: 0.000905 loss_vfl: 0.725583 loss_bbox: 0.255807 loss_dfl: 0.181347 loss: 1.164622 eta: 8:28:56 batch_cost: 2.3787 data_cost: 0.0010 ips: 11.7713 images/s [11/20 12:42:55] ppdet.engine INFO: Epoch: [95] [2340/3251] learning_rate: 0.000903 loss_vfl: 0.700083 loss_bbox: 0.237276 loss_dfl: 0.166495 loss: 1.100691 eta: 8:28:13 batch_cost: 2.2435 data_cost: 0.0010 ips: 12.4802 images/s [11/20 12:43:41] ppdet.engine INFO: Epoch: [95] [2360/3251] learning_rate: 0.000900 loss_vfl: 0.693755 loss_bbox: 0.232141 loss_dfl: 0.169957 loss: 1.111320 eta: 8:27:29 batch_cost: 2.1964 data_cost: 0.0013 ips: 12.7480 images/s [11/20 12:44:28] ppdet.engine INFO: Epoch: [95] [2380/3251] learning_rate: 0.000898 loss_vfl: 0.712058 loss_bbox: 0.244403 loss_dfl: 0.172690 loss: 1.141822 eta: 8:26:45 batch_cost: 2.2187 data_cost: 0.0010 ips: 12.6202 images/s [11/20 12:45:16] ppdet.engine INFO: Epoch: [95] [2400/3251] learning_rate: 0.000895 loss_vfl: 0.704579 loss_bbox: 0.252101 loss_dfl: 0.180191 loss: 1.139186 eta: 8:26:01 batch_cost: 2.2241 data_cost: 0.0010 ips: 12.5892 images/s [11/20 12:46:05] ppdet.engine INFO: Epoch: [95] [2420/3251] learning_rate: 0.000892 loss_vfl: 0.733677 loss_bbox: 0.263285 loss_dfl: 0.178154 loss: 1.181428 eta: 8:25:18 batch_cost: 2.3481 data_cost: 0.0009 ips: 11.9246 images/s [11/20 12:46:51] ppdet.engine INFO: Epoch: [95] [2440/3251] learning_rate: 0.000890 loss_vfl: 0.734216 loss_bbox: 0.233526 loss_dfl: 0.160874 loss: 1.126466 eta: 8:24:34 batch_cost: 2.2241 data_cost: 0.0009 ips: 12.5896 images/s [11/20 12:47:39] ppdet.engine INFO: Epoch: [95] [2460/3251] learning_rate: 0.000887 loss_vfl: 0.720774 loss_bbox: 0.226452 loss_dfl: 0.164146 loss: 1.147459 eta: 8:23:50 batch_cost: 2.2683 data_cost: 0.0011 ips: 12.3440 images/s [11/20 12:48:24] ppdet.engine INFO: Epoch: [95] [2480/3251] learning_rate: 0.000885 loss_vfl: 0.695278 loss_bbox: 0.287504 loss_dfl: 0.210688 loss: 1.206890 eta: 8:23:06 batch_cost: 2.1871 data_cost: 0.0010 ips: 12.8024 images/s [11/20 12:49:12] ppdet.engine INFO: Epoch: [95] [2500/3251] learning_rate: 0.000882 loss_vfl: 0.704678 loss_bbox: 0.238110 loss_dfl: 0.175555 loss: 1.116921 eta: 8:22:22 batch_cost: 2.2609 data_cost: 0.0010 ips: 12.3843 images/s [11/20 12:49:59] ppdet.engine INFO: Epoch: [95] [2520/3251] learning_rate: 0.000880 loss_vfl: 0.718740 loss_bbox: 0.225566 loss_dfl: 0.159896 loss: 1.139684 eta: 8:21:39 batch_cost: 2.1711 data_cost: 0.0010 ips: 12.8966 images/s [11/20 12:50:46] ppdet.engine INFO: Epoch: [95] [2540/3251] learning_rate: 0.000877 loss_vfl: 0.710578 loss_bbox: 0.247094 loss_dfl: 0.184066 loss: 1.133368 eta: 8:20:55 batch_cost: 2.2072 data_cost: 0.0010 ips: 12.6859 images/s [11/20 12:51:31] ppdet.engine INFO: Epoch: [95] [2560/3251] learning_rate: 0.000874 loss_vfl: 0.745854 loss_bbox: 0.242220 loss_dfl: 0.167979 loss: 1.152604 eta: 8:20:11 batch_cost: 2.1641 data_cost: 0.0010 ips: 12.9381 images/s [11/20 12:52:18] ppdet.engine INFO: Epoch: [95] [2580/3251] learning_rate: 0.000872 loss_vfl: 0.707921 loss_bbox: 0.228832 loss_dfl: 0.163164 loss: 1.134458 eta: 8:19:27 batch_cost: 2.2312 data_cost: 0.0010 ips: 12.5494 images/s [11/20 12:53:04] ppdet.engine INFO: Epoch: [95] [2600/3251] learning_rate: 0.000869 loss_vfl: 0.710928 loss_bbox: 0.219219 loss_dfl: 0.152837 loss: 1.098036 eta: 8:18:43 batch_cost: 2.1893 data_cost: 0.0010 ips: 12.7892 images/s [11/20 12:53:54] ppdet.engine INFO: Epoch: [95] [2620/3251] learning_rate: 0.000867 loss_vfl: 0.726584 loss_bbox: 0.233556 loss_dfl: 0.161775 loss: 1.116714 eta: 8:18:00 batch_cost: 2.2996 data_cost: 0.0010 ips: 12.1759 images/s [11/20 12:54:41] ppdet.engine INFO: Epoch: [95] [2640/3251] learning_rate: 0.000864 loss_vfl: 0.717856 loss_bbox: 0.240679 loss_dfl: 0.177405 loss: 1.138818 eta: 8:17:16 batch_cost: 2.2617 data_cost: 0.0010 ips: 12.3802 images/s [11/20 12:55:28] ppdet.engine INFO: Epoch: [95] [2660/3251] learning_rate: 0.000862 loss_vfl: 0.707598 loss_bbox: 0.262334 loss_dfl: 0.183079 loss: 1.137341 eta: 8:16:32 batch_cost: 2.2525 data_cost: 0.0010 ips: 12.4308 images/s [11/20 12:56:13] ppdet.engine INFO: Epoch: [95] [2680/3251] learning_rate: 0.000859 loss_vfl: 0.729727 loss_bbox: 0.245007 loss_dfl: 0.176308 loss: 1.132193 eta: 8:15:48 batch_cost: 2.0988 data_cost: 0.0009 ips: 13.3408 images/s [11/20 12:57:00] ppdet.engine INFO: Epoch: [95] [2700/3251] learning_rate: 0.000857 loss_vfl: 0.682364 loss_bbox: 0.250365 loss_dfl: 0.181439 loss: 1.126901 eta: 8:15:04 batch_cost: 2.2566 data_cost: 0.0009 ips: 12.4081 images/s [11/20 12:57:49] ppdet.engine INFO: Epoch: [95] [2720/3251] learning_rate: 0.000854 loss_vfl: 0.728988 loss_bbox: 0.227023 loss_dfl: 0.173672 loss: 1.115553 eta: 8:14:21 batch_cost: 2.2939 data_cost: 0.0014 ips: 12.2062 images/s [11/20 12:58:35] ppdet.engine INFO: Epoch: [95] [2740/3251] learning_rate: 0.000852 loss_vfl: 0.705846 loss_bbox: 0.250113 loss_dfl: 0.177117 loss: 1.141735 eta: 8:13:37 batch_cost: 2.2248 data_cost: 0.0012 ips: 12.5854 images/s [11/20 12:59:23] ppdet.engine INFO: Epoch: [95] [2760/3251] learning_rate: 0.000849 loss_vfl: 0.729961 loss_bbox: 0.251215 loss_dfl: 0.167529 loss: 1.149331 eta: 8:12:53 batch_cost: 2.2666 data_cost: 0.0017 ips: 12.3534 images/s [11/20 13:00:12] ppdet.engine INFO: Epoch: [95] [2780/3251] learning_rate: 0.000847 loss_vfl: 0.714067 loss_bbox: 0.253430 loss_dfl: 0.181516 loss: 1.154568 eta: 8:12:09 batch_cost: 2.2558 data_cost: 0.0010 ips: 12.4125 images/s [11/20 13:00:59] ppdet.engine INFO: Epoch: [95] [2800/3251] learning_rate: 0.000844 loss_vfl: 0.714794 loss_bbox: 0.241387 loss_dfl: 0.176739 loss: 1.137155 eta: 8:11:25 batch_cost: 2.1760 data_cost: 0.0017 ips: 12.8677 images/s [11/20 13:01:48] ppdet.engine INFO: Epoch: [95] [2820/3251] learning_rate: 0.000842 loss_vfl: 0.695847 loss_bbox: 0.272852 loss_dfl: 0.189601 loss: 1.172168 eta: 8:10:42 batch_cost: 2.3680 data_cost: 0.0009 ips: 11.8244 images/s [11/20 13:02:33] ppdet.engine INFO: Epoch: [95] [2840/3251] learning_rate: 0.000839 loss_vfl: 0.695960 loss_bbox: 0.229466 loss_dfl: 0.167138 loss: 1.077074 eta: 8:09:58 batch_cost: 2.0844 data_cost: 0.0010 ips: 13.4331 images/s [11/20 13:03:21] ppdet.engine INFO: Epoch: [95] [2860/3251] learning_rate: 0.000837 loss_vfl: 0.705145 loss_bbox: 0.257243 loss_dfl: 0.187465 loss: 1.156122 eta: 8:09:14 batch_cost: 2.2200 data_cost: 0.0010 ips: 12.6124 images/s [11/20 13:04:08] ppdet.engine INFO: Epoch: [95] [2880/3251] learning_rate: 0.000834 loss_vfl: 0.727820 loss_bbox: 0.241492 loss_dfl: 0.186174 loss: 1.141869 eta: 8:08:30 batch_cost: 2.2897 data_cost: 0.0010 ips: 12.2288 images/s [11/20 13:04:57] ppdet.engine INFO: Epoch: [95] [2900/3251] learning_rate: 0.000832 loss_vfl: 0.692205 loss_bbox: 0.238374 loss_dfl: 0.170838 loss: 1.099316 eta: 8:07:46 batch_cost: 2.2468 data_cost: 0.0010 ips: 12.4621 images/s [11/20 13:05:45] ppdet.engine INFO: Epoch: [95] [2920/3251] learning_rate: 0.000829 loss_vfl: 0.721493 loss_bbox: 0.247482 loss_dfl: 0.174370 loss: 1.133976 eta: 8:07:03 batch_cost: 2.2720 data_cost: 0.0010 ips: 12.3238 images/s [11/20 13:06:31] ppdet.engine INFO: Epoch: [95] [2940/3251] learning_rate: 0.000827 loss_vfl: 0.719837 loss_bbox: 0.289789 loss_dfl: 0.182479 loss: 1.206030 eta: 8:06:19 batch_cost: 2.2145 data_cost: 0.0009 ips: 12.6441 images/s [11/20 13:07:18] ppdet.engine INFO: Epoch: [95] [2960/3251] learning_rate: 0.000824 loss_vfl: 0.710450 loss_bbox: 0.241269 loss_dfl: 0.164538 loss: 1.132309 eta: 8:05:35 batch_cost: 2.2082 data_cost: 0.0011 ips: 12.6801 images/s [11/20 13:08:05] ppdet.engine INFO: Epoch: [95] [2980/3251] learning_rate: 0.000822 loss_vfl: 0.696596 loss_bbox: 0.238816 loss_dfl: 0.170590 loss: 1.087625 eta: 8:04:51 batch_cost: 2.2668 data_cost: 0.0009 ips: 12.3522 images/s [11/20 13:08:53] ppdet.engine INFO: Epoch: [95] [3000/3251] learning_rate: 0.000819 loss_vfl: 0.703980 loss_bbox: 0.218453 loss_dfl: 0.168612 loss: 1.071603 eta: 8:04:07 batch_cost: 2.1952 data_cost: 0.0009 ips: 12.7552 images/s [11/20 13:09:41] ppdet.engine INFO: Epoch: [95] [3020/3251] learning_rate: 0.000817 loss_vfl: 0.728198 loss_bbox: 0.251594 loss_dfl: 0.180712 loss: 1.165179 eta: 8:03:24 batch_cost: 2.2383 data_cost: 0.0010 ips: 12.5092 images/s [11/20 13:10:29] ppdet.engine INFO: Epoch: [95] [3040/3251] learning_rate: 0.000814 loss_vfl: 0.722307 loss_bbox: 0.253876 loss_dfl: 0.182827 loss: 1.143396 eta: 8:02:40 batch_cost: 2.2591 data_cost: 0.0011 ips: 12.3945 images/s [11/20 13:11:17] ppdet.engine INFO: Epoch: [95] [3060/3251] learning_rate: 0.000812 loss_vfl: 0.700623 loss_bbox: 0.263580 loss_dfl: 0.176945 loss: 1.144199 eta: 8:01:56 batch_cost: 2.2127 data_cost: 0.0009 ips: 12.6544 images/s [11/20 13:12:03] ppdet.engine INFO: Epoch: [95] [3080/3251] learning_rate: 0.000809 loss_vfl: 0.707393 loss_bbox: 0.250692 loss_dfl: 0.183228 loss: 1.177793 eta: 8:01:12 batch_cost: 2.1515 data_cost: 0.0010 ips: 13.0140 images/s [11/20 13:12:49] ppdet.engine INFO: Epoch: [95] [3100/3251] learning_rate: 0.000807 loss_vfl: 0.709466 loss_bbox: 0.227802 loss_dfl: 0.155952 loss: 1.140913 eta: 8:00:28 batch_cost: 2.1649 data_cost: 0.0010 ips: 12.9336 images/s [11/20 13:13:36] ppdet.engine INFO: Epoch: [95] [3120/3251] learning_rate: 0.000804 loss_vfl: 0.691351 loss_bbox: 0.254073 loss_dfl: 0.178523 loss: 1.146325 eta: 7:59:45 batch_cost: 2.1656 data_cost: 0.0011 ips: 12.9293 images/s [11/20 13:14:24] ppdet.engine INFO: Epoch: [95] [3140/3251] learning_rate: 0.000802 loss_vfl: 0.706749 loss_bbox: 0.228624 loss_dfl: 0.172793 loss: 1.118729 eta: 7:59:01 batch_cost: 2.2114 data_cost: 0.0011 ips: 12.6618 images/s [11/20 13:15:10] ppdet.engine INFO: Epoch: [95] [3160/3251] learning_rate: 0.000800 loss_vfl: 0.714512 loss_bbox: 0.252295 loss_dfl: 0.182839 loss: 1.140759 eta: 7:58:17 batch_cost: 2.2197 data_cost: 0.0009 ips: 12.6145 images/s [11/20 13:15:56] ppdet.engine INFO: Epoch: [95] [3180/3251] learning_rate: 0.000797 loss_vfl: 0.692979 loss_bbox: 0.237512 loss_dfl: 0.173578 loss: 1.133112 eta: 7:57:33 batch_cost: 2.1705 data_cost: 0.0010 ips: 12.9002 images/s [11/20 13:16:42] ppdet.engine INFO: Epoch: [95] [3200/3251] learning_rate: 0.000795 loss_vfl: 0.705316 loss_bbox: 0.240059 loss_dfl: 0.164868 loss: 1.103994 eta: 7:56:49 batch_cost: 2.1239 data_cost: 0.0010 ips: 13.1836 images/s [11/20 13:17:30] ppdet.engine INFO: Epoch: [95] [3220/3251] learning_rate: 0.000792 loss_vfl: 0.713882 loss_bbox: 0.256978 loss_dfl: 0.184974 loss: 1.124107 eta: 7:56:05 batch_cost: 2.2224 data_cost: 0.0010 ips: 12.5990 images/s [11/20 13:18:17] ppdet.engine INFO: Epoch: [95] [3240/3251] learning_rate: 0.000790 loss_vfl: 0.693472 loss_bbox: 0.263931 loss_dfl: 0.179901 loss: 1.133112 eta: 7:55:22 batch_cost: 2.2181 data_cost: 0.0017 ips: 12.6234 images/s [11/20 13:18:38] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_lcnet_2_5x_640_mainbody [11/20 13:18:38] ppdet.engine INFO: Eval iter: 0 [11/20 13:19:27] ppdet.engine INFO: Eval iter: 100 [11/20 13:19:55] ppdet.engine INFO: Eval iter: 200 [11/20 13:20:24] ppdet.engine INFO: Eval iter: 300 [11/20 13:20:51] ppdet.engine INFO: Eval iter: 400 [11/20 13:21:18] ppdet.engine INFO: Eval iter: 500 [11/20 13:21:46] ppdet.engine INFO: Eval iter: 600 [11/20 13:22:13] ppdet.engine INFO: Eval iter: 700 [11/20 13:22:39] ppdet.engine INFO: Eval iter: 800 [11/20 13:23:06] ppdet.engine INFO: Eval iter: 900 [11/20 13:23:33] ppdet.engine INFO: Eval iter: 1000 [11/20 13:23:58] ppdet.engine INFO: Eval iter: 1100 [11/20 13:24:23] ppdet.engine INFO: Eval iter: 1200 [11/20 13:24:49] ppdet.engine INFO: Eval iter: 1300 [11/20 13:25:15] ppdet.engine INFO: Eval iter: 1400 [11/20 13:25:41] ppdet.engine INFO: Eval iter: 1500 [11/20 13:26:09] ppdet.engine INFO: Eval iter: 1600 [11/20 13:26:37] ppdet.engine INFO: Eval iter: 1700 [11/20 13:27:03] ppdet.engine INFO: Eval iter: 1800 [11/20 13:27:29] ppdet.engine INFO: Eval iter: 1900 [11/20 13:27:55] ppdet.engine INFO: Eval iter: 2000 [11/20 13:28:23] ppdet.engine INFO: Eval iter: 2100 [11/20 13:28:50] ppdet.engine INFO: Eval iter: 2200 [11/20 13:29:18] ppdet.engine INFO: Eval iter: 2300 [11/20 13:30:20] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json. loading annotations into memory... Done (t=2.14s) creating index... index created! [11/20 13:30:22] ppdet.metrics.coco_utils INFO: Start evaluate... Loading and preparing results... DONE (t=14.34s) creating index... index created! Running per image evaluation... Evaluate annotation type *bbox* DONE (t=364.20s). Accumulating evaluation results... DONE (t=29.50s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.383 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.570 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.408 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.240 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.476 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.464 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.085 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.388 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.602 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.378 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.637 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.740 [11/20 13:37:13] ppdet.engine INFO: Total sample number: 19074, averge FPS: 28.66587596700519 [11/20 13:37:13] ppdet.engine INFO: Best test bbox ap is 0.415. [11/20 13:37:15] ppdet.engine INFO: Epoch: [96] [ 0/3251] learning_rate: 0.000789 loss_vfl: 0.687079 loss_bbox: 0.238600 loss_dfl: 0.171123 loss: 1.069650 eta: 7:54:57 batch_cost: 1.5394 data_cost: 0.0014 ips: 18.1884 images/s [11/20 13:38:06] ppdet.engine INFO: Epoch: [96] [ 20/3251] learning_rate: 0.000786 loss_vfl: 0.682976 loss_bbox: 0.223710 loss_dfl: 0.162886 loss: 1.057013 eta: 7:54:13 batch_cost: 2.4036 data_cost: 0.0012 ips: 11.6490 images/s [11/20 13:38:54] ppdet.engine INFO: Epoch: [96] [ 40/3251] learning_rate: 0.000784 loss_vfl: 0.699450 loss_bbox: 0.232508 loss_dfl: 0.179350 loss: 1.112878 eta: 7:53:29 batch_cost: 2.2601 data_cost: 0.0010 ips: 12.3889 images/s [11/20 13:39:42] ppdet.engine INFO: Epoch: [96] [ 60/3251] learning_rate: 0.000781 loss_vfl: 0.705221 loss_bbox: 0.233496 loss_dfl: 0.163473 loss: 1.084642 eta: 7:52:46 batch_cost: 2.2529 data_cost: 0.0010 ips: 12.4287 images/s [11/20 13:40:31] ppdet.engine INFO: Epoch: [96] [ 80/3251] learning_rate: 0.000779 loss_vfl: 0.711142 loss_bbox: 0.221709 loss_dfl: 0.168079 loss: 1.115554 eta: 7:52:02 batch_cost: 2.3438 data_cost: 0.0010 ips: 11.9463 images/s [11/20 13:41:20] ppdet.engine INFO: Epoch: [96] [ 100/3251] learning_rate: 0.000776 loss_vfl: 0.694807 loss_bbox: 0.246963 loss_dfl: 0.170130 loss: 1.139830 eta: 7:51:18 batch_cost: 2.2113 data_cost: 0.0010 ips: 12.6622 images/s [11/20 13:42:06] ppdet.engine INFO: Epoch: [96] [ 120/3251] learning_rate: 0.000774 loss_vfl: 0.695317 loss_bbox: 0.266790 loss_dfl: 0.186546 loss: 1.150274 eta: 7:50:34 batch_cost: 2.1835 data_cost: 0.0009 ips: 12.8232 images/s [11/20 13:42:53] ppdet.engine INFO: Epoch: [96] [ 140/3251] learning_rate: 0.000772 loss_vfl: 0.698597 loss_bbox: 0.212282 loss_dfl: 0.156556 loss: 1.102386 eta: 7:49:51 batch_cost: 2.2247 data_cost: 0.0028 ips: 12.5859 images/s [11/20 13:43:40] ppdet.engine INFO: Epoch: [96] [ 160/3251] learning_rate: 0.000769 loss_vfl: 0.700643 loss_bbox: 0.225594 loss_dfl: 0.166786 loss: 1.089619 eta: 7:49:07 batch_cost: 2.1813 data_cost: 0.0010 ips: 12.8366 images/s [11/20 13:44:27] ppdet.engine INFO: Epoch: [96] [ 180/3251] learning_rate: 0.000767 loss_vfl: 0.698655 loss_bbox: 0.241950 loss_dfl: 0.173070 loss: 1.093447 eta: 7:48:23 batch_cost: 2.2696 data_cost: 0.0015 ips: 12.3368 images/s [11/20 13:45:15] ppdet.engine INFO: Epoch: [96] [ 200/3251] learning_rate: 0.000764 loss_vfl: 0.704922 loss_bbox: 0.231458 loss_dfl: 0.164939 loss: 1.113593 eta: 7:47:39 batch_cost: 2.2789 data_cost: 0.0009 ips: 12.2867 images/s [11/20 13:46:02] ppdet.engine INFO: Epoch: [96] [ 220/3251] learning_rate: 0.000762 loss_vfl: 0.697126 loss_bbox: 0.203302 loss_dfl: 0.157607 loss: 1.102970 eta: 7:46:55 batch_cost: 2.2203 data_cost: 0.0011 ips: 12.6109 images/s [11/20 13:46:52] ppdet.engine INFO: Epoch: [96] [ 240/3251] learning_rate: 0.000760 loss_vfl: 0.695565 loss_bbox: 0.262605 loss_dfl: 0.185919 loss: 1.125964 eta: 7:46:12 batch_cost: 2.3775 data_cost: 0.0011 ips: 11.7772 images/s [11/20 13:47:39] ppdet.engine INFO: Epoch: [96] [ 260/3251] learning_rate: 0.000757 loss_vfl: 0.713084 loss_bbox: 0.246320 loss_dfl: 0.175872 loss: 1.147878 eta: 7:45:28 batch_cost: 2.2054 data_cost: 0.0011 ips: 12.6964 images/s [11/20 13:48:28] ppdet.engine INFO: Epoch: [96] [ 280/3251] learning_rate: 0.000755 loss_vfl: 0.703889 loss_bbox: 0.241227 loss_dfl: 0.162892 loss: 1.101918 eta: 7:44:44 batch_cost: 2.3298 data_cost: 0.0009 ips: 12.0183 images/s [11/20 13:49:18] ppdet.engine INFO: Epoch: [96] [ 300/3251] learning_rate: 0.000753 loss_vfl: 0.716933 loss_bbox: 0.220352 loss_dfl: 0.153047 loss: 1.089401 eta: 7:44:00 batch_cost: 2.3607 data_cost: 0.0090 ips: 11.8610 images/s [11/20 13:50:07] ppdet.engine INFO: Epoch: [96] [ 320/3251] learning_rate: 0.000750 loss_vfl: 0.695079 loss_bbox: 0.248244 loss_dfl: 0.180409 loss: 1.121982 eta: 7:43:17 batch_cost: 2.3169 data_cost: 0.0010 ips: 12.0854 images/s [11/20 13:50:53] ppdet.engine INFO: Epoch: [96] [ 340/3251] learning_rate: 0.000748 loss_vfl: 0.716738 loss_bbox: 0.255770 loss_dfl: 0.171372 loss: 1.154007 eta: 7:42:33 batch_cost: 2.1984 data_cost: 0.0021 ips: 12.7364 images/s [11/20 13:51:40] ppdet.engine INFO: Epoch: [96] [ 360/3251] learning_rate: 0.000746 loss_vfl: 0.721044 loss_bbox: 0.239858 loss_dfl: 0.168416 loss: 1.146153 eta: 7:41:49 batch_cost: 2.2113 data_cost: 0.0010 ips: 12.6623 images/s [11/20 13:52:30] ppdet.engine INFO: Epoch: [96] [ 380/3251] learning_rate: 0.000743 loss_vfl: 0.724263 loss_bbox: 0.260726 loss_dfl: 0.186181 loss: 1.154641 eta: 7:41:05 batch_cost: 2.3396 data_cost: 0.0010 ips: 11.9678 images/s [11/20 13:53:17] ppdet.engine INFO: Epoch: [96] [ 400/3251] learning_rate: 0.000741 loss_vfl: 0.699552 loss_bbox: 0.259425 loss_dfl: 0.179376 loss: 1.139968 eta: 7:40:22 batch_cost: 2.1796 data_cost: 0.0012 ips: 12.8465 images/s [11/20 13:54:03] ppdet.engine INFO: Epoch: [96] [ 420/3251] learning_rate: 0.000738 loss_vfl: 0.720882 loss_bbox: 0.214448 loss_dfl: 0.154222 loss: 1.093535 eta: 7:39:38 batch_cost: 2.2132 data_cost: 0.0010 ips: 12.6513 images/s [11/20 13:54:51] ppdet.engine INFO: Epoch: [96] [ 440/3251] learning_rate: 0.000736 loss_vfl: 0.701165 loss_bbox: 0.242425 loss_dfl: 0.168951 loss: 1.076804 eta: 7:38:54 batch_cost: 2.1467 data_cost: 0.0011 ips: 13.0431 images/s [11/20 13:55:38] ppdet.engine INFO: Epoch: [96] [ 460/3251] learning_rate: 0.000734 loss_vfl: 0.707085 loss_bbox: 0.253677 loss_dfl: 0.187670 loss: 1.126293 eta: 7:38:10 batch_cost: 2.1592 data_cost: 0.0010 ips: 12.9675 images/s [11/20 13:56:25] ppdet.engine INFO: Epoch: [96] [ 480/3251] learning_rate: 0.000731 loss_vfl: 0.713722 loss_bbox: 0.242036 loss_dfl: 0.174221 loss: 1.111196 eta: 7:37:26 batch_cost: 2.2897 data_cost: 0.0010 ips: 12.2286 images/s [11/20 13:57:12] ppdet.engine INFO: Epoch: [96] [ 500/3251] learning_rate: 0.000729 loss_vfl: 0.723624 loss_bbox: 0.225997 loss_dfl: 0.169356 loss: 1.101812 eta: 7:36:42 batch_cost: 2.2406 data_cost: 0.0010 ips: 12.4967 images/s [11/20 13:58:02] ppdet.engine INFO: Epoch: [96] [ 520/3251] learning_rate: 0.000727 loss_vfl: 0.674411 loss_bbox: 0.247346 loss_dfl: 0.171155 loss: 1.101114 eta: 7:35:59 batch_cost: 2.3607 data_cost: 0.0010 ips: 11.8609 images/s [11/20 13:58:50] ppdet.engine INFO: Epoch: [96] [ 540/3251] learning_rate: 0.000724 loss_vfl: 0.698577 loss_bbox: 0.253798 loss_dfl: 0.179211 loss: 1.128118 eta: 7:35:15 batch_cost: 2.3234 data_cost: 0.0013 ips: 12.0515 images/s [11/20 13:59:36] ppdet.engine INFO: Epoch: [96] [ 560/3251] learning_rate: 0.000722 loss_vfl: 0.688805 loss_bbox: 0.250282 loss_dfl: 0.182035 loss: 1.130056 eta: 7:34:31 batch_cost: 2.1414 data_cost: 0.0011 ips: 13.0755 images/s [11/20 14:00:22] ppdet.engine INFO: Epoch: [96] [ 580/3251] learning_rate: 0.000720 loss_vfl: 0.705552 loss_bbox: 0.262083 loss_dfl: 0.181623 loss: 1.163461 eta: 7:33:47 batch_cost: 2.1291 data_cost: 0.0009 ips: 13.1510 images/s [11/20 14:01:09] ppdet.engine INFO: Epoch: [96] [ 600/3251] learning_rate: 0.000718 loss_vfl: 0.697519 loss_bbox: 0.252110 loss_dfl: 0.176854 loss: 1.116957 eta: 7:33:04 batch_cost: 2.2109 data_cost: 0.0016 ips: 12.6645 images/s [11/20 14:01:58] ppdet.engine INFO: Epoch: [96] [ 620/3251] learning_rate: 0.000715 loss_vfl: 0.704491 loss_bbox: 0.265063 loss_dfl: 0.186653 loss: 1.160811 eta: 7:32:20 batch_cost: 2.3160 data_cost: 0.0010 ips: 12.0900 images/s [11/20 14:02:45] ppdet.engine INFO: Epoch: [96] [ 640/3251] learning_rate: 0.000713 loss_vfl: 0.694794 loss_bbox: 0.218731 loss_dfl: 0.167228 loss: 1.084955 eta: 7:31:36 batch_cost: 2.1838 data_cost: 0.0009 ips: 12.8218 images/s [11/20 14:03:34] ppdet.engine INFO: Epoch: [96] [ 660/3251] learning_rate: 0.000711 loss_vfl: 0.707198 loss_bbox: 0.273946 loss_dfl: 0.200937 loss: 1.164054 eta: 7:30:52 batch_cost: 2.2628 data_cost: 0.0013 ips: 12.3738 images/s [11/20 14:04:22] ppdet.engine INFO: Epoch: [96] [ 680/3251] learning_rate: 0.000708 loss_vfl: 0.691806 loss_bbox: 0.229688 loss_dfl: 0.168109 loss: 1.104942 eta: 7:30:08 batch_cost: 2.2856 data_cost: 0.0010 ips: 12.2504 images/s [11/20 14:05:11] ppdet.engine INFO: Epoch: [96] [ 700/3251] learning_rate: 0.000706 loss_vfl: 0.715291 loss_bbox: 0.248895 loss_dfl: 0.178599 loss: 1.150663 eta: 7:29:25 batch_cost: 2.3469 data_cost: 0.0010 ips: 11.9308 images/s [11/20 14:05:57] ppdet.engine INFO: Epoch: [96] [ 720/3251] learning_rate: 0.000704 loss_vfl: 0.699000 loss_bbox: 0.228328 loss_dfl: 0.177588 loss: 1.098638 eta: 7:28:41 batch_cost: 2.1444 data_cost: 0.0011 ips: 13.0573 images/s [11/20 14:06:43] ppdet.engine INFO: Epoch: [96] [ 740/3251] learning_rate: 0.000701 loss_vfl: 0.703074 loss_bbox: 0.226506 loss_dfl: 0.165024 loss: 1.089150 eta: 7:27:57 batch_cost: 2.1254 data_cost: 0.0010 ips: 13.1740 images/s [11/20 14:07:32] ppdet.engine INFO: Epoch: [96] [ 760/3251] learning_rate: 0.000699 loss_vfl: 0.700022 loss_bbox: 0.249566 loss_dfl: 0.173708 loss: 1.115256 eta: 7:27:13 batch_cost: 2.2871 data_cost: 0.0009 ips: 12.2425 images/s [11/20 14:08:19] ppdet.engine INFO: Epoch: [96] [ 780/3251] learning_rate: 0.000697 loss_vfl: 0.723336 loss_bbox: 0.238508 loss_dfl: 0.173644 loss: 1.133867 eta: 7:26:29 batch_cost: 2.1978 data_cost: 0.0010 ips: 12.7401 images/s [11/20 14:09:06] ppdet.engine INFO: Epoch: [96] [ 800/3251] learning_rate: 0.000695 loss_vfl: 0.713045 loss_bbox: 0.241091 loss_dfl: 0.173492 loss: 1.099541 eta: 7:25:46 batch_cost: 2.2719 data_cost: 0.0011 ips: 12.3247 images/s [11/20 14:09:53] ppdet.engine INFO: Epoch: [96] [ 820/3251] learning_rate: 0.000692 loss_vfl: 0.681132 loss_bbox: 0.183636 loss_dfl: 0.140428 loss: 1.005961 eta: 7:25:02 batch_cost: 2.2304 data_cost: 0.0010 ips: 12.5538 images/s [11/20 14:10:42] ppdet.engine INFO: Epoch: [96] [ 840/3251] learning_rate: 0.000690 loss_vfl: 0.723269 loss_bbox: 0.243014 loss_dfl: 0.180371 loss: 1.141628 eta: 7:24:18 batch_cost: 2.3043 data_cost: 0.0010 ips: 12.1510 images/s [11/20 14:11:27] ppdet.engine INFO: Epoch: [96] [ 860/3251] learning_rate: 0.000688 loss_vfl: 0.722454 loss_bbox: 0.286973 loss_dfl: 0.179116 loss: 1.187034 eta: 7:23:34 batch_cost: 2.1155 data_cost: 0.0011 ips: 13.2355 images/s [11/20 14:12:14] ppdet.engine INFO: Epoch: [96] [ 880/3251] learning_rate: 0.000686 loss_vfl: 0.726269 loss_bbox: 0.243628 loss_dfl: 0.161970 loss: 1.116982 eta: 7:22:50 batch_cost: 2.2265 data_cost: 0.0011 ips: 12.5757 images/s [11/20 14:13:01] ppdet.engine INFO: Epoch: [96] [ 900/3251] learning_rate: 0.000683 loss_vfl: 0.696646 loss_bbox: 0.272433 loss_dfl: 0.195280 loss: 1.165723 eta: 7:22:07 batch_cost: 2.1956 data_cost: 0.0009 ips: 12.7526 images/s [11/20 14:13:48] ppdet.engine INFO: Epoch: [96] [ 920/3251] learning_rate: 0.000681 loss_vfl: 0.708112 loss_bbox: 0.220683 loss_dfl: 0.163812 loss: 1.093402 eta: 7:21:23 batch_cost: 2.2188 data_cost: 0.0009 ips: 12.6193 images/s [11/20 14:14:35] ppdet.engine INFO: Epoch: [96] [ 940/3251] learning_rate: 0.000679 loss_vfl: 0.696092 loss_bbox: 0.260931 loss_dfl: 0.180432 loss: 1.143434 eta: 7:20:39 batch_cost: 2.1442 data_cost: 0.0009 ips: 13.0586 images/s [11/20 14:15:22] ppdet.engine INFO: Epoch: [96] [ 960/3251] learning_rate: 0.000677 loss_vfl: 0.702318 loss_bbox: 0.251831 loss_dfl: 0.170668 loss: 1.128277 eta: 7:19:55 batch_cost: 2.2268 data_cost: 0.0010 ips: 12.5743 images/s [11/20 14:16:12] ppdet.engine INFO: Epoch: [96] [ 980/3251] learning_rate: 0.000674 loss_vfl: 0.696480 loss_bbox: 0.247241 loss_dfl: 0.178129 loss: 1.128555 eta: 7:19:11 batch_cost: 2.2558 data_cost: 0.0011 ips: 12.4126 images/s [11/20 14:17:00] ppdet.engine INFO: Epoch: [96] [1000/3251] learning_rate: 0.000672 loss_vfl: 0.697789 loss_bbox: 0.261644 loss_dfl: 0.177822 loss: 1.120459 eta: 7:18:27 batch_cost: 2.1839 data_cost: 0.0010 ips: 12.8212 images/s [11/20 14:17:46] ppdet.engine INFO: Epoch: [96] [1020/3251] learning_rate: 0.000670 loss_vfl: 0.725272 loss_bbox: 0.219360 loss_dfl: 0.163867 loss: 1.111930 eta: 7:17:44 batch_cost: 2.1714 data_cost: 0.0010 ips: 12.8951 images/s [11/20 14:18:32] ppdet.engine INFO: Epoch: [96] [1040/3251] learning_rate: 0.000668 loss_vfl: 0.709213 loss_bbox: 0.248875 loss_dfl: 0.178828 loss: 1.135003 eta: 7:17:00 batch_cost: 2.1436 data_cost: 0.0014 ips: 13.0620 images/s [11/20 14:19:17] ppdet.engine INFO: Epoch: [96] [1060/3251] learning_rate: 0.000665 loss_vfl: 0.681710 loss_bbox: 0.271939 loss_dfl: 0.191739 loss: 1.129038 eta: 7:16:16 batch_cost: 2.1504 data_cost: 0.0010 ips: 13.0208 images/s [11/20 14:20:05] ppdet.engine INFO: Epoch: [96] [1080/3251] learning_rate: 0.000663 loss_vfl: 0.712094 loss_bbox: 0.251242 loss_dfl: 0.177043 loss: 1.126401 eta: 7:15:32 batch_cost: 2.2781 data_cost: 0.0009 ips: 12.2912 images/s [11/20 14:20:50] ppdet.engine INFO: Epoch: [96] [1100/3251] learning_rate: 0.000661 loss_vfl: 0.735318 loss_bbox: 0.268376 loss_dfl: 0.186687 loss: 1.193897 eta: 7:14:48 batch_cost: 2.1227 data_cost: 0.0010 ips: 13.1906 images/s [11/20 14:21:38] ppdet.engine INFO: Epoch: [96] [1120/3251] learning_rate: 0.000659 loss_vfl: 0.707782 loss_bbox: 0.205309 loss_dfl: 0.152326 loss: 1.041363 eta: 7:14:04 batch_cost: 2.2209 data_cost: 0.0010 ips: 12.6073 images/s [11/20 14:22:25] ppdet.engine INFO: Epoch: [96] [1140/3251] learning_rate: 0.000656 loss_vfl: 0.710454 loss_bbox: 0.242784 loss_dfl: 0.174684 loss: 1.137427 eta: 7:13:21 batch_cost: 2.1715 data_cost: 0.0014 ips: 12.8944 images/s [11/20 14:23:12] ppdet.engine INFO: Epoch: [96] [1160/3251] learning_rate: 0.000654 loss_vfl: 0.701747 loss_bbox: 0.241347 loss_dfl: 0.174387 loss: 1.154436 eta: 7:12:37 batch_cost: 2.2166 data_cost: 0.0009 ips: 12.6322 images/s [11/20 14:23:58] ppdet.engine INFO: Epoch: [96] [1180/3251] learning_rate: 0.000652 loss_vfl: 0.701828 loss_bbox: 0.271136 loss_dfl: 0.179611 loss: 1.182465 eta: 7:11:53 batch_cost: 2.1615 data_cost: 0.0013 ips: 12.9541 images/s [11/20 14:24:45] ppdet.engine INFO: Epoch: [96] [1200/3251] learning_rate: 0.000650 loss_vfl: 0.699396 loss_bbox: 0.239145 loss_dfl: 0.168809 loss: 1.111863 eta: 7:11:09 batch_cost: 2.2092 data_cost: 0.0010 ips: 12.6743 images/s [11/20 14:25:31] ppdet.engine INFO: Epoch: [96] [1220/3251] learning_rate: 0.000648 loss_vfl: 0.703041 loss_bbox: 0.238973 loss_dfl: 0.164337 loss: 1.108622 eta: 7:10:25 batch_cost: 2.1863 data_cost: 0.0010 ips: 12.8073 images/s [11/20 14:26:20] ppdet.engine INFO: Epoch: [96] [1240/3251] learning_rate: 0.000645 loss_vfl: 0.695317 loss_bbox: 0.238603 loss_dfl: 0.183696 loss: 1.101946 eta: 7:09:41 batch_cost: 2.3390 data_cost: 0.0014 ips: 11.9708 images/s [11/20 14:27:09] ppdet.engine INFO: Epoch: [96] [1260/3251] learning_rate: 0.000643 loss_vfl: 0.734809 loss_bbox: 0.256295 loss_dfl: 0.178212 loss: 1.147089 eta: 7:08:58 batch_cost: 2.3298 data_cost: 0.0018 ips: 12.0184 images/s [11/20 14:27:55] ppdet.engine INFO: Epoch: [96] [1280/3251] learning_rate: 0.000641 loss_vfl: 0.717593 loss_bbox: 0.254367 loss_dfl: 0.184330 loss: 1.153517 eta: 7:08:14 batch_cost: 2.1780 data_cost: 0.0009 ips: 12.8556 images/s [11/20 14:28:43] ppdet.engine INFO: Epoch: [96] [1300/3251] learning_rate: 0.000639 loss_vfl: 0.708498 loss_bbox: 0.252621 loss_dfl: 0.175624 loss: 1.166070 eta: 7:07:30 batch_cost: 2.2809 data_cost: 0.0010 ips: 12.2759 images/s [11/20 14:29:32] ppdet.engine INFO: Epoch: [96] [1320/3251] learning_rate: 0.000637 loss_vfl: 0.673423 loss_bbox: 0.224359 loss_dfl: 0.171840 loss: 1.070637 eta: 7:06:46 batch_cost: 2.3087 data_cost: 0.0011 ips: 12.1282 images/s [11/20 14:30:18] ppdet.engine INFO: Epoch: [96] [1340/3251] learning_rate: 0.000635 loss_vfl: 0.689496 loss_bbox: 0.216477 loss_dfl: 0.172257 loss: 1.088103 eta: 7:06:03 batch_cost: 2.1953 data_cost: 0.0011 ips: 12.7548 images/s [11/20 14:31:05] ppdet.engine INFO: Epoch: [96] [1360/3251] learning_rate: 0.000632 loss_vfl: 0.700368 loss_bbox: 0.224469 loss_dfl: 0.162346 loss: 1.118388 eta: 7:05:19 batch_cost: 2.1950 data_cost: 0.0011 ips: 12.7565 images/s [11/20 14:31:53] ppdet.engine INFO: Epoch: [96] [1380/3251] learning_rate: 0.000630 loss_vfl: 0.690584 loss_bbox: 0.231118 loss_dfl: 0.167638 loss: 1.079301 eta: 7:04:35 batch_cost: 2.2805 data_cost: 0.0012 ips: 12.2777 images/s [11/20 14:32:42] ppdet.engine INFO: Epoch: [96] [1400/3251] learning_rate: 0.000628 loss_vfl: 0.709110 loss_bbox: 0.263526 loss_dfl: 0.175223 loss: 1.147578 eta: 7:03:51 batch_cost: 2.2976 data_cost: 0.0018 ips: 12.1866 images/s [11/20 14:33:29] ppdet.engine INFO: Epoch: [96] [1420/3251] learning_rate: 0.000626 loss_vfl: 0.706396 loss_bbox: 0.262119 loss_dfl: 0.173885 loss: 1.148975 eta: 7:03:07 batch_cost: 2.2148 data_cost: 0.0009 ips: 12.6421 images/s [11/20 14:34:18] ppdet.engine INFO: Epoch: [96] [1440/3251] learning_rate: 0.000624 loss_vfl: 0.717485 loss_bbox: 0.265900 loss_dfl: 0.192299 loss: 1.201376 eta: 7:02:24 batch_cost: 2.3304 data_cost: 0.0010 ips: 12.0149 images/s [11/20 14:35:03] ppdet.engine INFO: Epoch: [96] [1460/3251] learning_rate: 0.000622 loss_vfl: 0.697772 loss_bbox: 0.279612 loss_dfl: 0.179132 loss: 1.162016 eta: 7:01:40 batch_cost: 2.1070 data_cost: 0.0010 ips: 13.2891 images/s [11/20 14:35:51] ppdet.engine INFO: Epoch: [96] [1480/3251] learning_rate: 0.000619 loss_vfl: 0.704170 loss_bbox: 0.226193 loss_dfl: 0.163220 loss: 1.102162 eta: 7:00:56 batch_cost: 2.2764 data_cost: 0.0013 ips: 12.3001 images/s [11/20 14:36:38] ppdet.engine INFO: Epoch: [96] [1500/3251] learning_rate: 0.000617 loss_vfl: 0.693207 loss_bbox: 0.258446 loss_dfl: 0.178660 loss: 1.147085 eta: 7:00:12 batch_cost: 2.2135 data_cost: 0.0010 ips: 12.6498 images/s [11/20 14:37:53] ppdet.engine INFO: Epoch: [96] [1520/3251] learning_rate: 0.000615 loss_vfl: 0.687925 loss_bbox: 0.268776 loss_dfl: 0.175131 loss: 1.145130 eta: 6:59:29 batch_cost: 3.4891 data_cost: 0.0021 ips: 8.0250 images/s [11/20 14:39:18] ppdet.engine INFO: Epoch: [96] [1540/3251] learning_rate: 0.000613 loss_vfl: 0.672509 loss_bbox: 0.213568 loss_dfl: 0.164559 loss: 1.069089 eta: 6:58:47 batch_cost: 4.0443 data_cost: 0.0027 ips: 6.9233 images/s [11/20 14:40:08] ppdet.engine INFO: Epoch: [96] [1560/3251] learning_rate: 0.000611 loss_vfl: 0.704351 loss_bbox: 0.224392 loss_dfl: 0.165829 loss: 1.093442 eta: 6:58:03 batch_cost: 2.3881 data_cost: 0.0009 ips: 11.7248 images/s [11/20 14:40:56] ppdet.engine INFO: Epoch: [96] [1580/3251] learning_rate: 0.000609 loss_vfl: 0.713402 loss_bbox: 0.249630 loss_dfl: 0.173213 loss: 1.140173 eta: 6:57:19 batch_cost: 2.3154 data_cost: 0.0009 ips: 12.0929 images/s [11/20 14:41:45] ppdet.engine INFO: Epoch: [96] [1600/3251] learning_rate: 0.000607 loss_vfl: 0.728053 loss_bbox: 0.272916 loss_dfl: 0.180361 loss: 1.180992 eta: 6:56:36 batch_cost: 2.3597 data_cost: 0.0010 ips: 11.8657 images/s [11/20 14:42:31] ppdet.engine INFO: Epoch: [96] [1620/3251] learning_rate: 0.000604 loss_vfl: 0.701810 loss_bbox: 0.226440 loss_dfl: 0.170590 loss: 1.110737 eta: 6:55:52 batch_cost: 2.0827 data_cost: 0.0011 ips: 13.4442 images/s [11/20 14:43:17] ppdet.engine INFO: Epoch: [96] [1640/3251] learning_rate: 0.000602 loss_vfl: 0.720125 loss_bbox: 0.243911 loss_dfl: 0.179474 loss: 1.159430 eta: 6:55:08 batch_cost: 2.1666 data_cost: 0.0010 ips: 12.9235 images/s [11/20 14:44:06] ppdet.engine INFO: Epoch: [96] [1660/3251] learning_rate: 0.000600 loss_vfl: 0.709786 loss_bbox: 0.228718 loss_dfl: 0.170516 loss: 1.142950 eta: 6:54:24 batch_cost: 2.3312 data_cost: 0.0010 ips: 12.0110 images/s [11/20 14:44:53] ppdet.engine INFO: Epoch: [96] [1680/3251] learning_rate: 0.000598 loss_vfl: 0.729648 loss_bbox: 0.220067 loss_dfl: 0.156309 loss: 1.088997 eta: 6:53:40 batch_cost: 2.2455 data_cost: 0.0009 ips: 12.4695 images/s [11/20 14:45:39] ppdet.engine INFO: Epoch: [96] [1700/3251] learning_rate: 0.000596 loss_vfl: 0.737702 loss_bbox: 0.234305 loss_dfl: 0.176067 loss: 1.151116 eta: 6:52:57 batch_cost: 2.2273 data_cost: 0.0010 ips: 12.5713 images/s [11/20 14:46:28] ppdet.engine INFO: Epoch: [96] [1720/3251] learning_rate: 0.000594 loss_vfl: 0.700716 loss_bbox: 0.225883 loss_dfl: 0.155522 loss: 1.076434 eta: 6:52:13 batch_cost: 2.3535 data_cost: 0.0182 ips: 11.8972 images/s [11/20 14:47:16] ppdet.engine INFO: Epoch: [96] [1740/3251] learning_rate: 0.000592 loss_vfl: 0.696446 loss_bbox: 0.251299 loss_dfl: 0.176497 loss: 1.126694 eta: 6:51:29 batch_cost: 2.2404 data_cost: 0.0009 ips: 12.4979 images/s [11/20 14:48:06] ppdet.engine INFO: Epoch: [96] [1760/3251] learning_rate: 0.000590 loss_vfl: 0.734905 loss_bbox: 0.242823 loss_dfl: 0.167088 loss: 1.140825 eta: 6:50:45 batch_cost: 2.3356 data_cost: 0.0010 ips: 11.9884 images/s [11/20 14:48:53] ppdet.engine INFO: Epoch: [96] [1780/3251] learning_rate: 0.000588 loss_vfl: 0.717605 loss_bbox: 0.253455 loss_dfl: 0.169032 loss: 1.168916 eta: 6:50:02 batch_cost: 2.2716 data_cost: 0.0011 ips: 12.3260 images/s [11/20 14:49:40] ppdet.engine INFO: Epoch: [96] [1800/3251] learning_rate: 0.000586 loss_vfl: 0.711216 loss_bbox: 0.266023 loss_dfl: 0.198236 loss: 1.179018 eta: 6:49:18 batch_cost: 2.1987 data_cost: 0.0010 ips: 12.7347 images/s [11/20 14:50:31] ppdet.engine INFO: Epoch: [96] [1820/3251] learning_rate: 0.000583 loss_vfl: 0.701325 loss_bbox: 0.249769 loss_dfl: 0.176944 loss: 1.130467 eta: 6:48:34 batch_cost: 2.4028 data_cost: 0.0010 ips: 11.6530 images/s [11/20 14:51:17] ppdet.engine INFO: Epoch: [96] [1840/3251] learning_rate: 0.000581 loss_vfl: 0.704211 loss_bbox: 0.244185 loss_dfl: 0.167675 loss: 1.104218 eta: 6:47:50 batch_cost: 2.1153 data_cost: 0.0010 ips: 13.2368 images/s [11/20 14:52:03] ppdet.engine INFO: Epoch: [96] [1860/3251] learning_rate: 0.000579 loss_vfl: 0.721473 loss_bbox: 0.215956 loss_dfl: 0.161582 loss: 1.113504 eta: 6:47:06 batch_cost: 2.1222 data_cost: 0.0010 ips: 13.1940 images/s [11/20 14:52:52] ppdet.engine INFO: Epoch: [96] [1880/3251] learning_rate: 0.000577 loss_vfl: 0.702936 loss_bbox: 0.234941 loss_dfl: 0.178506 loss: 1.136136 eta: 6:46:22 batch_cost: 2.3469 data_cost: 0.0009 ips: 11.9305 images/s [11/20 14:53:38] ppdet.engine INFO: Epoch: [96] [1900/3251] learning_rate: 0.000575 loss_vfl: 0.700755 loss_bbox: 0.229758 loss_dfl: 0.167710 loss: 1.115851 eta: 6:45:39 batch_cost: 2.1635 data_cost: 0.0010 ips: 12.9420 images/s [11/20 14:54:23] ppdet.engine INFO: Epoch: [96] [1920/3251] learning_rate: 0.000573 loss_vfl: 0.697896 loss_bbox: 0.217388 loss_dfl: 0.161865 loss: 1.095189 eta: 6:44:55 batch_cost: 2.0715 data_cost: 0.0011 ips: 13.5170 images/s [11/20 14:55:11] ppdet.engine INFO: Epoch: [96] [1940/3251] learning_rate: 0.000571 loss_vfl: 0.730398 loss_bbox: 0.219552 loss_dfl: 0.164683 loss: 1.089872 eta: 6:44:11 batch_cost: 2.3102 data_cost: 0.0009 ips: 12.1201 images/s [11/20 14:55:59] ppdet.engine INFO: Epoch: [96] [1960/3251] learning_rate: 0.000569 loss_vfl: 0.718997 loss_bbox: 0.242068 loss_dfl: 0.177649 loss: 1.128419 eta: 6:43:27 batch_cost: 2.2510 data_cost: 0.0009 ips: 12.4389 images/s [11/20 14:56:47] ppdet.engine INFO: Epoch: [96] [1980/3251] learning_rate: 0.000567 loss_vfl: 0.717838 loss_bbox: 0.229819 loss_dfl: 0.174499 loss: 1.129086 eta: 6:42:43 batch_cost: 2.3185 data_cost: 0.0010 ips: 12.0767 images/s [11/20 14:57:35] ppdet.engine INFO: Epoch: [96] [2000/3251] learning_rate: 0.000565 loss_vfl: 0.705277 loss_bbox: 0.253750 loss_dfl: 0.179031 loss: 1.124746 eta: 6:42:00 batch_cost: 2.2243 data_cost: 0.0011 ips: 12.5882 images/s [11/20 14:58:22] ppdet.engine INFO: Epoch: [96] [2020/3251] learning_rate: 0.000563 loss_vfl: 0.694800 loss_bbox: 0.240297 loss_dfl: 0.166796 loss: 1.072272 eta: 6:41:16 batch_cost: 2.2370 data_cost: 0.0010 ips: 12.5167 images/s [11/20 14:59:09] ppdet.engine INFO: Epoch: [96] [2040/3251] learning_rate: 0.000561 loss_vfl: 0.712263 loss_bbox: 0.231329 loss_dfl: 0.164559 loss: 1.111964 eta: 6:40:32 batch_cost: 2.2160 data_cost: 0.0010 ips: 12.6354 images/s [11/20 14:59:55] ppdet.engine INFO: Epoch: [96] [2060/3251] learning_rate: 0.000559 loss_vfl: 0.710565 loss_bbox: 0.239297 loss_dfl: 0.169641 loss: 1.136271 eta: 6:39:48 batch_cost: 2.1488 data_cost: 0.0010 ips: 13.0307 images/s [11/20 15:00:42] ppdet.engine INFO: Epoch: [96] [2080/3251] learning_rate: 0.000557 loss_vfl: 0.717266 loss_bbox: 0.249771 loss_dfl: 0.181957 loss: 1.165478 eta: 6:39:04 batch_cost: 2.2169 data_cost: 0.0010 ips: 12.6302 images/s [11/20 15:01:30] ppdet.engine INFO: Epoch: [96] [2100/3251] learning_rate: 0.000555 loss_vfl: 0.699570 loss_bbox: 0.272905 loss_dfl: 0.180716 loss: 1.164889 eta: 6:38:20 batch_cost: 2.2866 data_cost: 0.0010 ips: 12.2453 images/s [11/20 15:02:16] ppdet.engine INFO: Epoch: [96] [2120/3251] learning_rate: 0.000553 loss_vfl: 0.668298 loss_bbox: 0.232634 loss_dfl: 0.171467 loss: 1.078158 eta: 6:37:37 batch_cost: 2.2040 data_cost: 0.0010 ips: 12.7039 images/s [11/20 15:03:04] ppdet.engine INFO: Epoch: [96] [2140/3251] learning_rate: 0.000551 loss_vfl: 0.722665 loss_bbox: 0.223534 loss_dfl: 0.162588 loss: 1.099801 eta: 6:36:53 batch_cost: 2.2900 data_cost: 0.0012 ips: 12.2272 images/s [11/20 15:03:50] ppdet.engine INFO: Epoch: [96] [2160/3251] learning_rate: 0.000549 loss_vfl: 0.738657 loss_bbox: 0.236874 loss_dfl: 0.177182 loss: 1.157178 eta: 6:36:09 batch_cost: 2.1093 data_cost: 0.0011 ips: 13.2743 images/s [11/20 15:04:38] ppdet.engine INFO: Epoch: [96] [2180/3251] learning_rate: 0.000547 loss_vfl: 0.705458 loss_bbox: 0.252062 loss_dfl: 0.178169 loss: 1.139967 eta: 6:35:25 batch_cost: 2.1496 data_cost: 0.0009 ips: 13.0258 images/s [11/20 15:05:26] ppdet.engine INFO: Epoch: [96] [2200/3251] learning_rate: 0.000545 loss_vfl: 0.731823 loss_bbox: 0.242732 loss_dfl: 0.174014 loss: 1.138896 eta: 6:34:41 batch_cost: 2.2974 data_cost: 0.0011 ips: 12.1878 images/s [11/20 15:06:16] ppdet.engine INFO: Epoch: [96] [2220/3251] learning_rate: 0.000543 loss_vfl: 0.722913 loss_bbox: 0.268921 loss_dfl: 0.189917 loss: 1.186710 eta: 6:33:58 batch_cost: 2.3328 data_cost: 0.0009 ips: 12.0025 images/s [11/20 15:07:02] ppdet.engine INFO: Epoch: [96] [2240/3251] learning_rate: 0.000540 loss_vfl: 0.694684 loss_bbox: 0.230856 loss_dfl: 0.163826 loss: 1.096263 eta: 6:33:14 batch_cost: 2.2174 data_cost: 0.0010 ips: 12.6274 images/s [11/20 15:07:49] ppdet.engine INFO: Epoch: [96] [2260/3251] learning_rate: 0.000538 loss_vfl: 0.706005 loss_bbox: 0.256968 loss_dfl: 0.176299 loss: 1.136948 eta: 6:32:30 batch_cost: 2.2416 data_cost: 0.0010 ips: 12.4910 images/s [11/20 15:08:36] ppdet.engine INFO: Epoch: [96] [2280/3251] learning_rate: 0.000536 loss_vfl: 0.683294 loss_bbox: 0.236501 loss_dfl: 0.165170 loss: 1.102453 eta: 6:31:46 batch_cost: 2.2339 data_cost: 0.0011 ips: 12.5344 images/s [11/20 15:09:26] ppdet.engine INFO: Epoch: [96] [2300/3251] learning_rate: 0.000534 loss_vfl: 0.702687 loss_bbox: 0.248334 loss_dfl: 0.173014 loss: 1.127464 eta: 6:31:02 batch_cost: 2.3491 data_cost: 0.0009 ips: 11.9196 images/s [11/20 15:10:12] ppdet.engine INFO: Epoch: [96] [2320/3251] learning_rate: 0.000532 loss_vfl: 0.696020 loss_bbox: 0.225209 loss_dfl: 0.168745 loss: 1.146194 eta: 6:30:19 batch_cost: 2.1274 data_cost: 0.0009 ips: 13.1616 images/s [11/20 15:10:59] ppdet.engine INFO: Epoch: [96] [2340/3251] learning_rate: 0.000531 loss_vfl: 0.702133 loss_bbox: 0.255915 loss_dfl: 0.175497 loss: 1.142401 eta: 6:29:35 batch_cost: 2.2080 data_cost: 0.0010 ips: 12.6814 images/s [11/20 15:11:44] ppdet.engine INFO: Epoch: [96] [2360/3251] learning_rate: 0.000529 loss_vfl: 0.706547 loss_bbox: 0.226240 loss_dfl: 0.161727 loss: 1.123155 eta: 6:28:51 batch_cost: 2.1681 data_cost: 0.0010 ips: 12.9145 images/s [11/20 15:12:33] ppdet.engine INFO: Epoch: [96] [2380/3251] learning_rate: 0.000527 loss_vfl: 0.712124 loss_bbox: 0.267178 loss_dfl: 0.194286 loss: 1.176548 eta: 6:28:07 batch_cost: 2.2789 data_cost: 0.0011 ips: 12.2867 images/s [11/20 15:13:20] ppdet.engine INFO: Epoch: [96] [2400/3251] learning_rate: 0.000525 loss_vfl: 0.718832 loss_bbox: 0.273603 loss_dfl: 0.186780 loss: 1.187406 eta: 6:27:23 batch_cost: 2.2463 data_cost: 0.0009 ips: 12.4650 images/s [11/20 15:14:08] ppdet.engine INFO: Epoch: [96] [2420/3251] learning_rate: 0.000523 loss_vfl: 0.714566 loss_bbox: 0.235030 loss_dfl: 0.166405 loss: 1.126174 eta: 6:26:39 batch_cost: 2.2263 data_cost: 0.0010 ips: 12.5768 images/s [11/20 15:14:53] ppdet.engine INFO: Epoch: [96] [2440/3251] learning_rate: 0.000521 loss_vfl: 0.708489 loss_bbox: 0.253767 loss_dfl: 0.164199 loss: 1.101994 eta: 6:25:56 batch_cost: 2.1262 data_cost: 0.0010 ips: 13.1688 images/s [11/20 15:15:41] ppdet.engine INFO: Epoch: [96] [2460/3251] learning_rate: 0.000519 loss_vfl: 0.716740 loss_bbox: 0.223460 loss_dfl: 0.161553 loss: 1.091709 eta: 6:25:12 batch_cost: 2.2729 data_cost: 0.0009 ips: 12.3192 images/s [11/20 15:16:29] ppdet.engine INFO: Epoch: [96] [2480/3251] learning_rate: 0.000517 loss_vfl: 0.727736 loss_bbox: 0.233867 loss_dfl: 0.167362 loss: 1.142682 eta: 6:24:28 batch_cost: 2.2972 data_cost: 0.0010 ips: 12.1886 images/s [11/20 15:17:18] ppdet.engine INFO: Epoch: [96] [2500/3251] learning_rate: 0.000515 loss_vfl: 0.723544 loss_bbox: 0.245663 loss_dfl: 0.169398 loss: 1.156076 eta: 6:23:44 batch_cost: 2.3254 data_cost: 0.0010 ips: 12.0411 images/s [11/20 15:18:04] ppdet.engine INFO: Epoch: [96] [2520/3251] learning_rate: 0.000513 loss_vfl: 0.716395 loss_bbox: 0.261854 loss_dfl: 0.184975 loss: 1.165116 eta: 6:23:00 batch_cost: 2.2373 data_cost: 0.0010 ips: 12.5148 images/s [11/20 15:18:51] ppdet.engine INFO: Epoch: [96] [2540/3251] learning_rate: 0.000511 loss_vfl: 0.735301 loss_bbox: 0.264902 loss_dfl: 0.185941 loss: 1.162076 eta: 6:22:17 batch_cost: 2.2006 data_cost: 0.0015 ips: 12.7239 images/s [11/20 15:19:38] ppdet.engine INFO: Epoch: [96] [2560/3251] learning_rate: 0.000509 loss_vfl: 0.707526 loss_bbox: 0.246674 loss_dfl: 0.178401 loss: 1.141286 eta: 6:21:33 batch_cost: 2.2083 data_cost: 0.0009 ips: 12.6792 images/s [11/20 15:20:26] ppdet.engine INFO: Epoch: [96] [2580/3251] learning_rate: 0.000507 loss_vfl: 0.714030 loss_bbox: 0.278054 loss_dfl: 0.195073 loss: 1.190916 eta: 6:20:49 batch_cost: 2.3193 data_cost: 0.0009 ips: 12.0728 images/s [11/20 15:21:14] ppdet.engine INFO: Epoch: [96] [2600/3251] learning_rate: 0.000505 loss_vfl: 0.706745 loss_bbox: 0.240210 loss_dfl: 0.175189 loss: 1.121597 eta: 6:20:05 batch_cost: 2.2755 data_cost: 0.0011 ips: 12.3048 images/s [11/20 15:21:59] ppdet.engine INFO: Epoch: [96] [2620/3251] learning_rate: 0.000503 loss_vfl: 0.690984 loss_bbox: 0.256906 loss_dfl: 0.175888 loss: 1.112579 eta: 6:19:21 batch_cost: 2.0999 data_cost: 0.0010 ips: 13.3339 images/s [11/20 15:22:47] ppdet.engine INFO: Epoch: [96] [2640/3251] learning_rate: 0.000501 loss_vfl: 0.698399 loss_bbox: 0.227418 loss_dfl: 0.159704 loss: 1.068666 eta: 6:18:38 batch_cost: 2.2732 data_cost: 0.0009 ips: 12.3173 images/s [11/20 15:23:32] ppdet.engine INFO: Epoch: [96] [2660/3251] learning_rate: 0.000499 loss_vfl: 0.686178 loss_bbox: 0.238341 loss_dfl: 0.164787 loss: 1.096579 eta: 6:17:54 batch_cost: 2.0649 data_cost: 0.0010 ips: 13.5602 images/s [11/20 15:24:20] ppdet.engine INFO: Epoch: [96] [2680/3251] learning_rate: 0.000497 loss_vfl: 0.711559 loss_bbox: 0.249791 loss_dfl: 0.184432 loss: 1.183767 eta: 6:17:10 batch_cost: 2.2983 data_cost: 0.0009 ips: 12.1828 images/s [11/20 15:25:08] ppdet.engine INFO: Epoch: [96] [2700/3251] learning_rate: 0.000495 loss_vfl: 0.721126 loss_bbox: 0.219628 loss_dfl: 0.160354 loss: 1.072968 eta: 6:16:26 batch_cost: 2.2358 data_cost: 0.0011 ips: 12.5237 images/s [11/20 15:25:55] ppdet.engine INFO: Epoch: [96] [2720/3251] learning_rate: 0.000493 loss_vfl: 0.716586 loss_bbox: 0.218892 loss_dfl: 0.169435 loss: 1.099249 eta: 6:15:42 batch_cost: 2.2711 data_cost: 0.0009 ips: 12.3288 images/s [11/20 15:26:43] ppdet.engine INFO: Epoch: [96] [2740/3251] learning_rate: 0.000491 loss_vfl: 0.696134 loss_bbox: 0.247884 loss_dfl: 0.177864 loss: 1.127278 eta: 6:14:59 batch_cost: 2.2766 data_cost: 0.0017 ips: 12.2989 images/s [11/20 15:27:29] ppdet.engine INFO: Epoch: [96] [2760/3251] learning_rate: 0.000490 loss_vfl: 0.705292 loss_bbox: 0.243650 loss_dfl: 0.167764 loss: 1.121427 eta: 6:14:15 batch_cost: 2.1867 data_cost: 0.0009 ips: 12.8047 images/s [11/20 15:28:15] ppdet.engine INFO: Epoch: [96] [2780/3251] learning_rate: 0.000488 loss_vfl: 0.695215 loss_bbox: 0.223716 loss_dfl: 0.172606 loss: 1.081989 eta: 6:13:31 batch_cost: 2.1395 data_cost: 0.0010 ips: 13.0872 images/s [11/20 15:29:02] ppdet.engine INFO: Epoch: [96] [2800/3251] learning_rate: 0.000486 loss_vfl: 0.703301 loss_bbox: 0.263484 loss_dfl: 0.175612 loss: 1.139689 eta: 6:12:47 batch_cost: 2.2221 data_cost: 0.0010 ips: 12.6008 images/s [11/20 15:29:49] ppdet.engine INFO: Epoch: [96] [2820/3251] learning_rate: 0.000484 loss_vfl: 0.687742 loss_bbox: 0.232646 loss_dfl: 0.152243 loss: 1.086221 eta: 6:12:03 batch_cost: 2.1512 data_cost: 0.0012 ips: 13.0159 images/s [11/20 15:30:36] ppdet.engine INFO: Epoch: [96] [2840/3251] learning_rate: 0.000482 loss_vfl: 0.705577 loss_bbox: 0.236895 loss_dfl: 0.175740 loss: 1.152380 eta: 6:11:19 batch_cost: 2.2641 data_cost: 0.0010 ips: 12.3671 images/s [11/20 15:31:23] ppdet.engine INFO: Epoch: [96] [2860/3251] learning_rate: 0.000480 loss_vfl: 0.699350 loss_bbox: 0.237488 loss_dfl: 0.168575 loss: 1.120450 eta: 6:10:36 batch_cost: 2.2472 data_cost: 0.0012 ips: 12.4598 images/s [11/20 15:32:09] ppdet.engine INFO: Epoch: [96] [2880/3251] learning_rate: 0.000478 loss_vfl: 0.714498 loss_bbox: 0.269868 loss_dfl: 0.172976 loss: 1.191568 eta: 6:09:52 batch_cost: 2.1706 data_cost: 0.0020 ips: 12.8994 images/s [11/20 15:32:58] ppdet.engine INFO: Epoch: [96] [2900/3251] learning_rate: 0.000476 loss_vfl: 0.703216 loss_bbox: 0.219145 loss_dfl: 0.164556 loss: 1.091340 eta: 6:09:08 batch_cost: 2.2167 data_cost: 0.0011 ips: 12.6315 images/s [11/20 15:33:42] ppdet.engine INFO: Epoch: [96] [2920/3251] learning_rate: 0.000474 loss_vfl: 0.675832 loss_bbox: 0.218868 loss_dfl: 0.171989 loss: 1.038842 eta: 6:08:24 batch_cost: 2.0924 data_cost: 0.0010 ips: 13.3816 images/s [11/20 15:34:28] ppdet.engine INFO: Epoch: [96] [2940/3251] learning_rate: 0.000473 loss_vfl: 0.681738 loss_bbox: 0.238566 loss_dfl: 0.178912 loss: 1.079252 eta: 6:07:40 batch_cost: 2.1878 data_cost: 0.0009 ips: 12.7985 images/s [11/20 15:35:14] ppdet.engine INFO: Epoch: [96] [2960/3251] learning_rate: 0.000471 loss_vfl: 0.703965 loss_bbox: 0.235084 loss_dfl: 0.172158 loss: 1.141526 eta: 6:06:56 batch_cost: 2.1960 data_cost: 0.0009 ips: 12.7503 images/s [11/20 15:36:02] ppdet.engine INFO: Epoch: [96] [2980/3251] learning_rate: 0.000469 loss_vfl: 0.691735 loss_bbox: 0.235697 loss_dfl: 0.158067 loss: 1.096901 eta: 6:06:12 batch_cost: 2.2851 data_cost: 0.0009 ips: 12.2532 images/s [11/20 15:36:50] ppdet.engine INFO: Epoch: [96] [3000/3251] learning_rate: 0.000467 loss_vfl: 0.700531 loss_bbox: 0.270054 loss_dfl: 0.177724 loss: 1.135956 eta: 6:05:29 batch_cost: 2.2267 data_cost: 0.0013 ips: 12.5745 images/s [11/20 15:37:37] ppdet.engine INFO: Epoch: [96] [3020/3251] learning_rate: 0.000465 loss_vfl: 0.716116 loss_bbox: 0.256592 loss_dfl: 0.187798 loss: 1.161797 eta: 6:04:45 batch_cost: 2.1028 data_cost: 0.0010 ips: 13.3159 images/s [11/20 15:38:26] ppdet.engine INFO: Epoch: [96] [3040/3251] learning_rate: 0.000463 loss_vfl: 0.682425 loss_bbox: 0.254867 loss_dfl: 0.182067 loss: 1.105501 eta: 6:04:01 batch_cost: 2.3759 data_cost: 0.0010 ips: 11.7852 images/s [11/20 15:39:13] ppdet.engine INFO: Epoch: [96] [3060/3251] learning_rate: 0.000461 loss_vfl: 0.721915 loss_bbox: 0.245793 loss_dfl: 0.175269 loss: 1.143865 eta: 6:03:17 batch_cost: 2.1332 data_cost: 0.0010 ips: 13.1261 images/s [11/20 15:40:00] ppdet.engine INFO: Epoch: [96] [3080/3251] learning_rate: 0.000459 loss_vfl: 0.684577 loss_bbox: 0.235570 loss_dfl: 0.174164 loss: 1.097120 eta: 6:02:33 batch_cost: 2.2228 data_cost: 0.0009 ips: 12.5970 images/s [11/20 15:40:45] ppdet.engine INFO: Epoch: [96] [3100/3251] learning_rate: 0.000458 loss_vfl: 0.715478 loss_bbox: 0.232069 loss_dfl: 0.177917 loss: 1.125023 eta: 6:01:49 batch_cost: 2.1478 data_cost: 0.0010 ips: 13.0364 images/s [11/20 15:41:32] ppdet.engine INFO: Epoch: [96] [3120/3251] learning_rate: 0.000456 loss_vfl: 0.681694 loss_bbox: 0.252907 loss_dfl: 0.175457 loss: 1.133837 eta: 6:01:06 batch_cost: 2.2511 data_cost: 0.0011 ips: 12.4385 images/s [11/20 15:42:19] ppdet.engine INFO: Epoch: [96] [3140/3251] learning_rate: 0.000454 loss_vfl: 0.704348 loss_bbox: 0.253611 loss_dfl: 0.178830 loss: 1.146440 eta: 6:00:22 batch_cost: 2.2556 data_cost: 0.0010 ips: 12.4134 images/s [11/20 15:43:08] ppdet.engine INFO: Epoch: [96] [3160/3251] learning_rate: 0.000452 loss_vfl: 0.705447 loss_bbox: 0.227513 loss_dfl: 0.166148 loss: 1.128998 eta: 5:59:38 batch_cost: 2.2644 data_cost: 0.0010 ips: 12.3655 images/s [11/20 15:43:53] ppdet.engine INFO: Epoch: [96] [3180/3251] learning_rate: 0.000450 loss_vfl: 0.699757 loss_bbox: 0.246321 loss_dfl: 0.166777 loss: 1.103143 eta: 5:58:54 batch_cost: 2.0534 data_cost: 0.0010 ips: 13.6359 images/s [11/20 15:44:41] ppdet.engine INFO: Epoch: [96] [3200/3251] learning_rate: 0.000448 loss_vfl: 0.723433 loss_bbox: 0.250608 loss_dfl: 0.177013 loss: 1.203098 eta: 5:58:10 batch_cost: 2.2600 data_cost: 0.0010 ips: 12.3893 images/s [11/20 15:45:28] ppdet.engine INFO: Epoch: [96] [3220/3251] learning_rate: 0.000447 loss_vfl: 0.707842 loss_bbox: 0.249741 loss_dfl: 0.177302 loss: 1.138638 eta: 5:57:26 batch_cost: 2.1818 data_cost: 0.0013 ips: 12.8333 images/s [11/20 15:46:13] ppdet.engine INFO: Epoch: [96] [3240/3251] learning_rate: 0.000445 loss_vfl: 0.729621 loss_bbox: 0.257741 loss_dfl: 0.180386 loss: 1.189763 eta: 5:56:43 batch_cost: 2.1701 data_cost: 0.0017 ips: 12.9025 images/s [11/20 15:46:55] ppdet.engine INFO: Epoch: [97] [ 0/3251] learning_rate: 0.000444 loss_vfl: 0.718979 loss_bbox: 0.258762 loss_dfl: 0.177239 loss: 1.181728 eta: 5:56:19 batch_cost: 2.4189 data_cost: 0.6798 ips: 11.5757 images/s [11/20 15:47:47] ppdet.engine INFO: Epoch: [97] [ 20/3251] learning_rate: 0.000442 loss_vfl: 0.701539 loss_bbox: 0.236462 loss_dfl: 0.171345 loss: 1.109183 eta: 5:55:35 batch_cost: 2.4758 data_cost: 0.0010 ips: 11.3093 images/s [11/20 15:48:35] ppdet.engine INFO: Epoch: [97] [ 40/3251] learning_rate: 0.000440 loss_vfl: 0.711312 loss_bbox: 0.231552 loss_dfl: 0.161280 loss: 1.113772 eta: 5:54:51 batch_cost: 2.2208 data_cost: 0.0009 ips: 12.6082 images/s [11/20 15:49:21] ppdet.engine INFO: Epoch: [97] [ 60/3251] learning_rate: 0.000438 loss_vfl: 0.700028 loss_bbox: 0.255812 loss_dfl: 0.175051 loss: 1.144349 eta: 5:54:07 batch_cost: 2.1437 data_cost: 0.0011 ips: 13.0618 images/s [11/20 15:50:10] ppdet.engine INFO: Epoch: [97] [ 80/3251] learning_rate: 0.000437 loss_vfl: 0.713180 loss_bbox: 0.244258 loss_dfl: 0.180000 loss: 1.128900 eta: 5:53:24 batch_cost: 2.3477 data_cost: 0.0010 ips: 11.9266 images/s [11/20 15:50:55] ppdet.engine INFO: Epoch: [97] [ 100/3251] learning_rate: 0.000435 loss_vfl: 0.718861 loss_bbox: 0.258484 loss_dfl: 0.178882 loss: 1.107988 eta: 5:52:40 batch_cost: 2.1144 data_cost: 0.0019 ips: 13.2422 images/s [11/20 15:51:44] ppdet.engine INFO: Epoch: [97] [ 120/3251] learning_rate: 0.000433 loss_vfl: 0.687451 loss_bbox: 0.245197 loss_dfl: 0.178595 loss: 1.150366 eta: 5:51:56 batch_cost: 2.2974 data_cost: 0.0011 ips: 12.1879 images/s [11/20 15:52:30] ppdet.engine INFO: Epoch: [97] [ 140/3251] learning_rate: 0.000431 loss_vfl: 0.678817 loss_bbox: 0.240353 loss_dfl: 0.163773 loss: 1.118496 eta: 5:51:12 batch_cost: 2.2073 data_cost: 0.0010 ips: 12.6853 images/s [11/20 15:53:19] ppdet.engine INFO: Epoch: [97] [ 160/3251] learning_rate: 0.000429 loss_vfl: 0.692928 loss_bbox: 0.236274 loss_dfl: 0.171430 loss: 1.150097 eta: 5:50:28 batch_cost: 2.2506 data_cost: 0.0010 ips: 12.4410 images/s [11/20 15:54:06] ppdet.engine INFO: Epoch: [97] [ 180/3251] learning_rate: 0.000428 loss_vfl: 0.708850 loss_bbox: 0.237665 loss_dfl: 0.164016 loss: 1.118665 eta: 5:49:44 batch_cost: 2.2151 data_cost: 0.0010 ips: 12.6405 images/s [11/20 15:54:54] ppdet.engine INFO: Epoch: [97] [ 200/3251] learning_rate: 0.000426 loss_vfl: 0.691489 loss_bbox: 0.221598 loss_dfl: 0.161046 loss: 1.098626 eta: 5:49:01 batch_cost: 2.2773 data_cost: 0.0010 ips: 12.2952 images/s [11/20 15:55:41] ppdet.engine INFO: Epoch: [97] [ 220/3251] learning_rate: 0.000424 loss_vfl: 0.706007 loss_bbox: 0.235985 loss_dfl: 0.169389 loss: 1.122272 eta: 5:48:17 batch_cost: 2.1767 data_cost: 0.0011 ips: 12.8637 images/s [11/20 15:56:29] ppdet.engine INFO: Epoch: [97] [ 240/3251] learning_rate: 0.000422 loss_vfl: 0.714181 loss_bbox: 0.227614 loss_dfl: 0.161422 loss: 1.125908 eta: 5:47:33 batch_cost: 2.1810 data_cost: 0.0010 ips: 12.8384 images/s [11/20 15:57:16] ppdet.engine INFO: Epoch: [97] [ 260/3251] learning_rate: 0.000420 loss_vfl: 0.731428 loss_bbox: 0.234392 loss_dfl: 0.169434 loss: 1.159347 eta: 5:46:49 batch_cost: 2.1371 data_cost: 0.0009 ips: 13.1017 images/s [11/20 15:58:03] ppdet.engine INFO: Epoch: [97] [ 280/3251] learning_rate: 0.000419 loss_vfl: 0.707826 loss_bbox: 0.229508 loss_dfl: 0.176667 loss: 1.149436 eta: 5:46:05 batch_cost: 2.2724 data_cost: 0.0012 ips: 12.3219 images/s [11/20 15:58:50] ppdet.engine INFO: Epoch: [97] [ 300/3251] learning_rate: 0.000417 loss_vfl: 0.715519 loss_bbox: 0.254920 loss_dfl: 0.183955 loss: 1.135153 eta: 5:45:21 batch_cost: 2.1878 data_cost: 0.0011 ips: 12.7985 images/s [11/20 15:59:35] ppdet.engine INFO: Epoch: [97] [ 320/3251] learning_rate: 0.000415 loss_vfl: 0.729472 loss_bbox: 0.224646 loss_dfl: 0.172453 loss: 1.122371 eta: 5:44:38 batch_cost: 2.1385 data_cost: 0.0009 ips: 13.0934 images/s [11/20 16:00:23] ppdet.engine INFO: Epoch: [97] [ 340/3251] learning_rate: 0.000413 loss_vfl: 0.710516 loss_bbox: 0.256828 loss_dfl: 0.180246 loss: 1.149327 eta: 5:43:54 batch_cost: 2.2494 data_cost: 0.0010 ips: 12.4476 images/s [11/20 16:01:12] ppdet.engine INFO: Epoch: [97] [ 360/3251] learning_rate: 0.000412 loss_vfl: 0.717395 loss_bbox: 0.252259 loss_dfl: 0.178001 loss: 1.167866 eta: 5:43:10 batch_cost: 2.2543 data_cost: 0.0011 ips: 12.4207 images/s [11/20 16:02:00] ppdet.engine INFO: Epoch: [97] [ 380/3251] learning_rate: 0.000410 loss_vfl: 0.720566 loss_bbox: 0.246526 loss_dfl: 0.173866 loss: 1.142591 eta: 5:42:26 batch_cost: 2.2837 data_cost: 0.0016 ips: 12.2610 images/s [11/20 16:02:46] ppdet.engine INFO: Epoch: [97] [ 400/3251] learning_rate: 0.000408 loss_vfl: 0.683065 loss_bbox: 0.236909 loss_dfl: 0.172169 loss: 1.080562 eta: 5:41:42 batch_cost: 2.1549 data_cost: 0.0010 ips: 12.9936 images/s [11/20 16:03:33] ppdet.engine INFO: Epoch: [97] [ 420/3251] learning_rate: 0.000406 loss_vfl: 0.695595 loss_bbox: 0.225375 loss_dfl: 0.158603 loss: 1.092202 eta: 5:40:58 batch_cost: 2.1312 data_cost: 0.0009 ips: 13.1380 images/s [11/20 16:04:20] ppdet.engine INFO: Epoch: [97] [ 440/3251] learning_rate: 0.000405 loss_vfl: 0.682917 loss_bbox: 0.244713 loss_dfl: 0.165252 loss: 1.108379 eta: 5:40:15 batch_cost: 2.1838 data_cost: 0.0010 ips: 12.8214 images/s [11/20 16:05:05] ppdet.engine INFO: Epoch: [97] [ 460/3251] learning_rate: 0.000403 loss_vfl: 0.703251 loss_bbox: 0.247172 loss_dfl: 0.164860 loss: 1.087804 eta: 5:39:31 batch_cost: 2.1487 data_cost: 0.0009 ips: 13.0311 images/s [11/20 16:05:53] ppdet.engine INFO: Epoch: [97] [ 480/3251] learning_rate: 0.000401 loss_vfl: 0.711159 loss_bbox: 0.234705 loss_dfl: 0.163005 loss: 1.151849 eta: 5:38:47 batch_cost: 2.2424 data_cost: 0.0010 ips: 12.4864 images/s [11/20 16:06:39] ppdet.engine INFO: Epoch: [97] [ 500/3251] learning_rate: 0.000399 loss_vfl: 0.719459 loss_bbox: 0.227554 loss_dfl: 0.166357 loss: 1.095694 eta: 5:38:03 batch_cost: 2.1999 data_cost: 0.0010 ips: 12.7276 images/s [11/20 16:07:26] ppdet.engine INFO: Epoch: [97] [ 520/3251] learning_rate: 0.000398 loss_vfl: 0.696778 loss_bbox: 0.231794 loss_dfl: 0.161424 loss: 1.089514 eta: 5:37:19 batch_cost: 2.2408 data_cost: 0.0010 ips: 12.4954 images/s [11/20 16:08:12] ppdet.engine INFO: Epoch: [97] [ 540/3251] learning_rate: 0.000396 loss_vfl: 0.707844 loss_bbox: 0.254616 loss_dfl: 0.173537 loss: 1.132025 eta: 5:36:35 batch_cost: 2.2131 data_cost: 0.0010 ips: 12.6517 images/s [11/20 16:09:00] ppdet.engine INFO: Epoch: [97] [ 560/3251] learning_rate: 0.000394 loss_vfl: 0.706115 loss_bbox: 0.226924 loss_dfl: 0.152620 loss: 1.106724 eta: 5:35:52 batch_cost: 2.1972 data_cost: 0.0009 ips: 12.7434 images/s [11/20 16:09:47] ppdet.engine INFO: Epoch: [97] [ 580/3251] learning_rate: 0.000393 loss_vfl: 0.684333 loss_bbox: 0.261065 loss_dfl: 0.185206 loss: 1.145062 eta: 5:35:08 batch_cost: 2.1713 data_cost: 0.0009 ips: 12.8957 images/s [11/20 16:10:35] ppdet.engine INFO: Epoch: [97] [ 600/3251] learning_rate: 0.000391 loss_vfl: 0.697476 loss_bbox: 0.265422 loss_dfl: 0.185422 loss: 1.134285 eta: 5:34:24 batch_cost: 2.2879 data_cost: 0.0012 ips: 12.2383 images/s [11/20 16:11:23] ppdet.engine INFO: Epoch: [97] [ 620/3251] learning_rate: 0.000389 loss_vfl: 0.715945 loss_bbox: 0.244129 loss_dfl: 0.175839 loss: 1.161849 eta: 5:33:40 batch_cost: 2.3296 data_cost: 0.0009 ips: 12.0194 images/s [11/20 16:12:11] ppdet.engine INFO: Epoch: [97] [ 640/3251] learning_rate: 0.000388 loss_vfl: 0.724941 loss_bbox: 0.241878 loss_dfl: 0.185448 loss: 1.163670 eta: 5:32:56 batch_cost: 2.2700 data_cost: 0.0010 ips: 12.3350 images/s [11/20 16:12:58] ppdet.engine INFO: Epoch: [97] [ 660/3251] learning_rate: 0.000386 loss_vfl: 0.686736 loss_bbox: 0.250580 loss_dfl: 0.172600 loss: 1.109083 eta: 5:32:13 batch_cost: 2.2130 data_cost: 0.0010 ips: 12.6522 images/s [11/20 16:13:47] ppdet.engine INFO: Epoch: [97] [ 680/3251] learning_rate: 0.000384 loss_vfl: 0.734715 loss_bbox: 0.215359 loss_dfl: 0.170631 loss: 1.132819 eta: 5:31:29 batch_cost: 2.3114 data_cost: 0.0010 ips: 12.1140 images/s [11/20 16:14:35] ppdet.engine INFO: Epoch: [97] [ 700/3251] learning_rate: 0.000382 loss_vfl: 0.715995 loss_bbox: 0.248925 loss_dfl: 0.174079 loss: 1.152357 eta: 5:30:45 batch_cost: 2.2882 data_cost: 0.0014 ips: 12.2366 images/s [11/20 16:15:23] ppdet.engine INFO: Epoch: [97] [ 720/3251] learning_rate: 0.000381 loss_vfl: 0.699862 loss_bbox: 0.236487 loss_dfl: 0.167106 loss: 1.115996 eta: 5:30:01 batch_cost: 2.2112 data_cost: 0.0010 ips: 12.6629 images/s [11/20 16:16:10] ppdet.engine INFO: Epoch: [97] [ 740/3251] learning_rate: 0.000379 loss_vfl: 0.705800 loss_bbox: 0.227233 loss_dfl: 0.168027 loss: 1.124883 eta: 5:29:17 batch_cost: 2.2346 data_cost: 0.0009 ips: 12.5305 images/s [11/20 16:16:57] ppdet.engine INFO: Epoch: [97] [ 760/3251] learning_rate: 0.000377 loss_vfl: 0.705213 loss_bbox: 0.232035 loss_dfl: 0.164466 loss: 1.096236 eta: 5:28:34 batch_cost: 2.2223 data_cost: 0.0009 ips: 12.5993 images/s [11/20 16:17:44] ppdet.engine INFO: Epoch: [97] [ 780/3251] learning_rate: 0.000376 loss_vfl: 0.693177 loss_bbox: 0.270974 loss_dfl: 0.181534 loss: 1.143579 eta: 5:27:50 batch_cost: 2.2592 data_cost: 0.0009 ips: 12.3939 images/s [11/20 16:18:33] ppdet.engine INFO: Epoch: [97] [ 800/3251] learning_rate: 0.000374 loss_vfl: 0.728095 loss_bbox: 0.259982 loss_dfl: 0.181270 loss: 1.152230 eta: 5:27:06 batch_cost: 2.2354 data_cost: 0.0103 ips: 12.5257 images/s [11/20 16:19:22] ppdet.engine INFO: Epoch: [97] [ 820/3251] learning_rate: 0.000372 loss_vfl: 0.707590 loss_bbox: 0.264577 loss_dfl: 0.170503 loss: 1.142246 eta: 5:26:22 batch_cost: 2.3663 data_cost: 0.0009 ips: 11.8329 images/s [11/20 16:20:07] ppdet.engine INFO: Epoch: [97] [ 840/3251] learning_rate: 0.000371 loss_vfl: 0.710834 loss_bbox: 0.243441 loss_dfl: 0.177794 loss: 1.163357 eta: 5:25:38 batch_cost: 2.0835 data_cost: 0.0010 ips: 13.4390 images/s [11/20 16:20:54] ppdet.engine INFO: Epoch: [97] [ 860/3251] learning_rate: 0.000369 loss_vfl: 0.686908 loss_bbox: 0.262409 loss_dfl: 0.187157 loss: 1.118635 eta: 5:24:54 batch_cost: 2.1387 data_cost: 0.0016 ips: 13.0922 images/s [11/20 16:21:42] ppdet.engine INFO: Epoch: [97] [ 880/3251] learning_rate: 0.000367 loss_vfl: 0.697229 loss_bbox: 0.216281 loss_dfl: 0.161254 loss: 1.090701 eta: 5:24:11 batch_cost: 2.2819 data_cost: 0.0017 ips: 12.2702 images/s [11/20 16:22:28] ppdet.engine INFO: Epoch: [97] [ 900/3251] learning_rate: 0.000366 loss_vfl: 0.689837 loss_bbox: 0.271641 loss_dfl: 0.188551 loss: 1.153721 eta: 5:23:27 batch_cost: 2.2173 data_cost: 0.0010 ips: 12.6279 images/s [11/20 16:23:16] ppdet.engine INFO: Epoch: [97] [ 920/3251] learning_rate: 0.000364 loss_vfl: 0.719848 loss_bbox: 0.262798 loss_dfl: 0.179337 loss: 1.159009 eta: 5:22:43 batch_cost: 2.2886 data_cost: 0.0009 ips: 12.2347 images/s [11/20 16:24:03] ppdet.engine INFO: Epoch: [97] [ 940/3251] learning_rate: 0.000362 loss_vfl: 0.703899 loss_bbox: 0.231316 loss_dfl: 0.169789 loss: 1.150919 eta: 5:21:59 batch_cost: 2.1131 data_cost: 0.0009 ips: 13.2508 images/s [11/20 16:24:50] ppdet.engine INFO: Epoch: [97] [ 960/3251] learning_rate: 0.000361 loss_vfl: 0.699088 loss_bbox: 0.262648 loss_dfl: 0.172919 loss: 1.153095 eta: 5:21:15 batch_cost: 2.2279 data_cost: 0.0012 ips: 12.5678 images/s [11/20 16:25:37] ppdet.engine INFO: Epoch: [97] [ 980/3251] learning_rate: 0.000359 loss_vfl: 0.703607 loss_bbox: 0.274951 loss_dfl: 0.184612 loss: 1.151458 eta: 5:20:31 batch_cost: 2.1788 data_cost: 0.0018 ips: 12.8509 images/s [11/20 16:26:23] ppdet.engine INFO: Epoch: [97] [1000/3251] learning_rate: 0.000358 loss_vfl: 0.704395 loss_bbox: 0.253182 loss_dfl: 0.179150 loss: 1.145452 eta: 5:19:48 batch_cost: 2.1541 data_cost: 0.0009 ips: 12.9982 images/s [11/20 16:27:11] ppdet.engine INFO: Epoch: [97] [1020/3251] learning_rate: 0.000356 loss_vfl: 0.713837 loss_bbox: 0.262701 loss_dfl: 0.183640 loss: 1.184735 eta: 5:19:04 batch_cost: 2.2799 data_cost: 0.0010 ips: 12.2812 images/s [11/20 16:27:58] ppdet.engine INFO: Epoch: [97] [1040/3251] learning_rate: 0.000354 loss_vfl: 0.709239 loss_bbox: 0.250497 loss_dfl: 0.165786 loss: 1.099410 eta: 5:18:20 batch_cost: 2.1848 data_cost: 0.0009 ips: 12.8155 images/s [11/20 16:28:45] ppdet.engine INFO: Epoch: [97] [1060/3251] learning_rate: 0.000353 loss_vfl: 0.690847 loss_bbox: 0.260107 loss_dfl: 0.182312 loss: 1.106662 eta: 5:17:36 batch_cost: 2.1650 data_cost: 0.0009 ips: 12.9327 images/s [11/20 16:29:31] ppdet.engine INFO: Epoch: [97] [1080/3251] learning_rate: 0.000351 loss_vfl: 0.697531 loss_bbox: 0.233594 loss_dfl: 0.174334 loss: 1.131243 eta: 5:16:52 batch_cost: 2.2233 data_cost: 0.0014 ips: 12.5940 images/s [11/20 16:30:19] ppdet.engine INFO: Epoch: [97] [1100/3251] learning_rate: 0.000349 loss_vfl: 0.699829 loss_bbox: 0.258769 loss_dfl: 0.191326 loss: 1.142511 eta: 5:16:08 batch_cost: 2.2349 data_cost: 0.0010 ips: 12.5285 images/s [11/20 16:31:05] ppdet.engine INFO: Epoch: [97] [1120/3251] learning_rate: 0.000348 loss_vfl: 0.707973 loss_bbox: 0.255176 loss_dfl: 0.174242 loss: 1.151398 eta: 5:15:25 batch_cost: 2.1837 data_cost: 0.0011 ips: 12.8223 images/s [11/20 16:31:54] ppdet.engine INFO: Epoch: [97] [1140/3251] learning_rate: 0.000346 loss_vfl: 0.686139 loss_bbox: 0.259350 loss_dfl: 0.192018 loss: 1.153910 eta: 5:14:41 batch_cost: 2.2220 data_cost: 0.0012 ips: 12.6012 images/s [11/20 16:32:42] ppdet.engine INFO: Epoch: [97] [1160/3251] learning_rate: 0.000345 loss_vfl: 0.730245 loss_bbox: 0.278407 loss_dfl: 0.186553 loss: 1.179674 eta: 5:13:57 batch_cost: 2.3269 data_cost: 0.0010 ips: 12.0334 images/s [11/20 16:33:30] ppdet.engine INFO: Epoch: [97] [1180/3251] learning_rate: 0.000343 loss_vfl: 0.714795 loss_bbox: 0.228685 loss_dfl: 0.164251 loss: 1.106553 eta: 5:13:13 batch_cost: 2.2108 data_cost: 0.0010 ips: 12.6651 images/s [11/20 16:34:18] ppdet.engine INFO: Epoch: [97] [1200/3251] learning_rate: 0.000341 loss_vfl: 0.687499 loss_bbox: 0.217005 loss_dfl: 0.168821 loss: 1.082024 eta: 5:12:29 batch_cost: 2.1948 data_cost: 0.0009 ips: 12.7573 images/s [11/20 16:35:05] ppdet.engine INFO: Epoch: [97] [1220/3251] learning_rate: 0.000340 loss_vfl: 0.726317 loss_bbox: 0.218445 loss_dfl: 0.166715 loss: 1.114880 eta: 5:11:45 batch_cost: 2.1150 data_cost: 0.0009 ips: 13.2388 images/s [11/20 16:35:52] ppdet.engine INFO: Epoch: [97] [1240/3251] learning_rate: 0.000338 loss_vfl: 0.712738 loss_bbox: 0.231029 loss_dfl: 0.164810 loss: 1.105048 eta: 5:11:02 batch_cost: 2.2198 data_cost: 0.0011 ips: 12.6139 images/s [11/20 16:36:39] ppdet.engine INFO: Epoch: [97] [1260/3251] learning_rate: 0.000337 loss_vfl: 0.707555 loss_bbox: 0.265441 loss_dfl: 0.187397 loss: 1.157554 eta: 5:10:18 batch_cost: 2.2443 data_cost: 0.0010 ips: 12.4759 images/s [11/20 16:37:27] ppdet.engine INFO: Epoch: [97] [1280/3251] learning_rate: 0.000335 loss_vfl: 0.698630 loss_bbox: 0.230747 loss_dfl: 0.164143 loss: 1.141829 eta: 5:09:34 batch_cost: 2.2258 data_cost: 0.0009 ips: 12.5795 images/s [11/20 16:38:13] ppdet.engine INFO: Epoch: [97] [1300/3251] learning_rate: 0.000333 loss_vfl: 0.714000 loss_bbox: 0.218626 loss_dfl: 0.155550 loss: 1.072999 eta: 5:08:50 batch_cost: 2.1284 data_cost: 0.0009 ips: 13.1556 images/s [11/20 16:38:59] ppdet.engine INFO: Epoch: [97] [1320/3251] learning_rate: 0.000332 loss_vfl: 0.705648 loss_bbox: 0.253224 loss_dfl: 0.181848 loss: 1.128028 eta: 5:08:06 batch_cost: 2.1697 data_cost: 0.0010 ips: 12.9052 images/s [11/20 16:39:47] ppdet.engine INFO: Epoch: [97] [1340/3251] learning_rate: 0.000330 loss_vfl: 0.707886 loss_bbox: 0.241514 loss_dfl: 0.173982 loss: 1.125045 eta: 5:07:22 batch_cost: 2.2433 data_cost: 0.0010 ips: 12.4814 images/s [11/20 16:40:35] ppdet.engine INFO: Epoch: [97] [1360/3251] learning_rate: 0.000329 loss_vfl: 0.696304 loss_bbox: 0.257931 loss_dfl: 0.190151 loss: 1.125999 eta: 5:06:39 batch_cost: 2.3190 data_cost: 0.0010 ips: 12.0740 images/s [11/20 16:41:23] ppdet.engine INFO: Epoch: [97] [1380/3251] learning_rate: 0.000327 loss_vfl: 0.714802 loss_bbox: 0.263589 loss_dfl: 0.188374 loss: 1.149796 eta: 5:05:55 batch_cost: 2.2761 data_cost: 0.0012 ips: 12.3019 images/s [11/20 16:42:08] ppdet.engine INFO: Epoch: [97] [1400/3251] learning_rate: 0.000326 loss_vfl: 0.703145 loss_bbox: 0.241206 loss_dfl: 0.166260 loss: 1.163346 eta: 5:05:11 batch_cost: 2.0950 data_cost: 0.0010 ips: 13.3651 images/s [11/20 16:42:56] ppdet.engine INFO: Epoch: [97] [1420/3251] learning_rate: 0.000324 loss_vfl: 0.699051 loss_bbox: 0.226569 loss_dfl: 0.168652 loss: 1.130068 eta: 5:04:27 batch_cost: 2.2718 data_cost: 0.0011 ips: 12.3252 images/s [11/20 16:43:43] ppdet.engine INFO: Epoch: [97] [1440/3251] learning_rate: 0.000322 loss_vfl: 0.669747 loss_bbox: 0.252178 loss_dfl: 0.174406 loss: 1.086919 eta: 5:03:43 batch_cost: 2.2568 data_cost: 0.0009 ips: 12.4069 images/s [11/20 16:44:31] ppdet.engine INFO: Epoch: [97] [1460/3251] learning_rate: 0.000321 loss_vfl: 0.725928 loss_bbox: 0.234379 loss_dfl: 0.178091 loss: 1.152635 eta: 5:02:59 batch_cost: 2.1532 data_cost: 0.0011 ips: 13.0037 images/s [11/20 16:45:18] ppdet.engine INFO: Epoch: [97] [1480/3251] learning_rate: 0.000319 loss_vfl: 0.697088 loss_bbox: 0.257143 loss_dfl: 0.187190 loss: 1.143260 eta: 5:02:16 batch_cost: 2.2125 data_cost: 0.0009 ips: 12.6553 images/s [11/20 16:46:04] ppdet.engine INFO: Epoch: [97] [1500/3251] learning_rate: 0.000318 loss_vfl: 0.697727 loss_bbox: 0.239871 loss_dfl: 0.169363 loss: 1.123970 eta: 5:01:32 batch_cost: 2.2398 data_cost: 0.0009 ips: 12.5013 images/s [11/20 16:46:52] ppdet.engine INFO: Epoch: [97] [1520/3251] learning_rate: 0.000316 loss_vfl: 0.721411 loss_bbox: 0.226114 loss_dfl: 0.158906 loss: 1.098964 eta: 5:00:48 batch_cost: 2.2681 data_cost: 0.0010 ips: 12.3452 images/s [11/20 16:47:38] ppdet.engine INFO: Epoch: [97] [1540/3251] learning_rate: 0.000315 loss_vfl: 0.716008 loss_bbox: 0.230251 loss_dfl: 0.175322 loss: 1.120474 eta: 5:00:04 batch_cost: 2.1613 data_cost: 0.0011 ips: 12.9549 images/s [11/20 16:48:26] ppdet.engine INFO: Epoch: [97] [1560/3251] learning_rate: 0.000313 loss_vfl: 0.714861 loss_bbox: 0.293482 loss_dfl: 0.204742 loss: 1.218122 eta: 4:59:20 batch_cost: 2.3093 data_cost: 0.0009 ips: 12.1249 images/s [11/20 16:49:13] ppdet.engine INFO: Epoch: [97] [1580/3251] learning_rate: 0.000312 loss_vfl: 0.692549 loss_bbox: 0.225248 loss_dfl: 0.160728 loss: 1.107436 eta: 4:58:36 batch_cost: 2.2231 data_cost: 0.0009 ips: 12.5948 images/s [11/20 16:50:00] ppdet.engine INFO: Epoch: [97] [1600/3251] learning_rate: 0.000310 loss_vfl: 0.696094 loss_bbox: 0.257116 loss_dfl: 0.183357 loss: 1.155871 eta: 4:57:53 batch_cost: 2.2452 data_cost: 0.0010 ips: 12.4711 images/s [11/20 16:50:47] ppdet.engine INFO: Epoch: [97] [1620/3251] learning_rate: 0.000309 loss_vfl: 0.693614 loss_bbox: 0.243012 loss_dfl: 0.176571 loss: 1.095049 eta: 4:57:09 batch_cost: 2.2275 data_cost: 0.0010 ips: 12.5700 images/s [11/20 16:51:35] ppdet.engine INFO: Epoch: [97] [1640/3251] learning_rate: 0.000307 loss_vfl: 0.689947 loss_bbox: 0.267460 loss_dfl: 0.189677 loss: 1.147768 eta: 4:56:25 batch_cost: 2.1850 data_cost: 0.0017 ips: 12.8149 images/s [11/20 16:52:22] ppdet.engine INFO: Epoch: [97] [1660/3251] learning_rate: 0.000306 loss_vfl: 0.732981 loss_bbox: 0.241413 loss_dfl: 0.163522 loss: 1.133697 eta: 4:55:41 batch_cost: 2.2811 data_cost: 0.0009 ips: 12.2747 images/s [11/20 16:53:09] ppdet.engine INFO: Epoch: [97] [1680/3251] learning_rate: 0.000304 loss_vfl: 0.690593 loss_bbox: 0.249009 loss_dfl: 0.176498 loss: 1.134861 eta: 4:54:57 batch_cost: 2.1346 data_cost: 0.0012 ips: 13.1172 images/s [11/20 16:53:57] ppdet.engine INFO: Epoch: [97] [1700/3251] learning_rate: 0.000303 loss_vfl: 0.672695 loss_bbox: 0.234119 loss_dfl: 0.166365 loss: 1.093723 eta: 4:54:14 batch_cost: 2.2804 data_cost: 0.0011 ips: 12.2784 images/s [11/20 16:54:45] ppdet.engine INFO: Epoch: [97] [1720/3251] learning_rate: 0.000301 loss_vfl: 0.703486 loss_bbox: 0.253660 loss_dfl: 0.176712 loss: 1.173114 eta: 4:53:30 batch_cost: 2.2578 data_cost: 0.0013 ips: 12.4016 images/s [11/20 16:55:33] ppdet.engine INFO: Epoch: [97] [1740/3251] learning_rate: 0.000300 loss_vfl: 0.706153 loss_bbox: 0.236081 loss_dfl: 0.180123 loss: 1.118147 eta: 4:52:46 batch_cost: 2.3178 data_cost: 0.0111 ips: 12.0807 images/s [11/20 16:56:20] ppdet.engine INFO: Epoch: [97] [1760/3251] learning_rate: 0.000298 loss_vfl: 0.721384 loss_bbox: 0.228591 loss_dfl: 0.169384 loss: 1.129463 eta: 4:52:02 batch_cost: 2.1565 data_cost: 0.0011 ips: 12.9841 images/s [11/20 16:57:08] ppdet.engine INFO: Epoch: [97] [1780/3251] learning_rate: 0.000297 loss_vfl: 0.707217 loss_bbox: 0.277931 loss_dfl: 0.176868 loss: 1.167667 eta: 4:51:18 batch_cost: 2.3094 data_cost: 0.0010 ips: 12.1243 images/s [11/20 16:57:58] ppdet.engine INFO: Epoch: [97] [1800/3251] learning_rate: 0.000295 loss_vfl: 0.707383 loss_bbox: 0.238126 loss_dfl: 0.167173 loss: 1.092080 eta: 4:50:34 batch_cost: 2.3083 data_cost: 0.0009 ips: 12.1302 images/s [11/20 16:58:44] ppdet.engine INFO: Epoch: [97] [1820/3251] learning_rate: 0.000294 loss_vfl: 0.687110 loss_bbox: 0.249864 loss_dfl: 0.187505 loss: 1.109253 eta: 4:49:51 batch_cost: 2.2012 data_cost: 0.0015 ips: 12.7201 images/s [11/20 16:59:32] ppdet.engine INFO: Epoch: [97] [1840/3251] learning_rate: 0.000292 loss_vfl: 0.690578 loss_bbox: 0.263348 loss_dfl: 0.175639 loss: 1.133473 eta: 4:49:07 batch_cost: 2.2736 data_cost: 0.0010 ips: 12.3153 images/s [11/20 17:00:18] ppdet.engine INFO: Epoch: [97] [1860/3251] learning_rate: 0.000291 loss_vfl: 0.703528 loss_bbox: 0.237386 loss_dfl: 0.165260 loss: 1.124936 eta: 4:48:23 batch_cost: 2.1787 data_cost: 0.0009 ips: 12.8518 images/s [11/20 17:01:05] ppdet.engine INFO: Epoch: [97] [1880/3251] learning_rate: 0.000289 loss_vfl: 0.719583 loss_bbox: 0.245664 loss_dfl: 0.185456 loss: 1.165788 eta: 4:47:39 batch_cost: 2.2322 data_cost: 0.0009 ips: 12.5435 images/s [11/20 17:01:51] ppdet.engine INFO: Epoch: [97] [1900/3251] learning_rate: 0.000288 loss_vfl: 0.716713 loss_bbox: 0.266104 loss_dfl: 0.181552 loss: 1.173893 eta: 4:46:55 batch_cost: 2.1987 data_cost: 0.0010 ips: 12.7348 images/s [11/20 17:02:39] ppdet.engine INFO: Epoch: [97] [1920/3251] learning_rate: 0.000286 loss_vfl: 0.690440 loss_bbox: 0.250232 loss_dfl: 0.179815 loss: 1.118384 eta: 4:46:11 batch_cost: 2.2463 data_cost: 0.0016 ips: 12.4651 images/s [11/20 17:03:26] ppdet.engine INFO: Epoch: [97] [1940/3251] learning_rate: 0.000285 loss_vfl: 0.687497 loss_bbox: 0.232556 loss_dfl: 0.177432 loss: 1.115613 eta: 4:45:28 batch_cost: 2.2898 data_cost: 0.0013 ips: 12.2280 images/s [11/20 17:04:14] ppdet.engine INFO: Epoch: [97] [1960/3251] learning_rate: 0.000283 loss_vfl: 0.709022 loss_bbox: 0.225334 loss_dfl: 0.160503 loss: 1.081203 eta: 4:44:44 batch_cost: 2.2422 data_cost: 0.0010 ips: 12.4877 images/s [11/20 17:05:02] ppdet.engine INFO: Epoch: [97] [1980/3251] learning_rate: 0.000282 loss_vfl: 0.689109 loss_bbox: 0.236159 loss_dfl: 0.174294 loss: 1.086606 eta: 4:44:00 batch_cost: 2.2443 data_cost: 0.0010 ips: 12.4760 images/s [11/20 17:05:49] ppdet.engine INFO: Epoch: [97] [2000/3251] learning_rate: 0.000281 loss_vfl: 0.721924 loss_bbox: 0.265357 loss_dfl: 0.181628 loss: 1.174722 eta: 4:43:16 batch_cost: 2.1982 data_cost: 0.0011 ips: 12.7375 images/s [11/20 17:06:37] ppdet.engine INFO: Epoch: [97] [2020/3251] learning_rate: 0.000279 loss_vfl: 0.708900 loss_bbox: 0.275454 loss_dfl: 0.185243 loss: 1.182748 eta: 4:42:32 batch_cost: 2.2211 data_cost: 0.0013 ips: 12.6061 images/s [11/20 17:07:23] ppdet.engine INFO: Epoch: [97] [2040/3251] learning_rate: 0.000278 loss_vfl: 0.683764 loss_bbox: 0.237058 loss_dfl: 0.170173 loss: 1.077643 eta: 4:41:49 batch_cost: 2.1749 data_cost: 0.0009 ips: 12.8741 images/s [11/20 17:08:12] ppdet.engine INFO: Epoch: [97] [2060/3251] learning_rate: 0.000276 loss_vfl: 0.713378 loss_bbox: 0.247063 loss_dfl: 0.181159 loss: 1.142123 eta: 4:41:05 batch_cost: 2.3054 data_cost: 0.0027 ips: 12.1454 images/s [11/20 17:08:57] ppdet.engine INFO: Epoch: [97] [2080/3251] learning_rate: 0.000275 loss_vfl: 0.716044 loss_bbox: 0.231712 loss_dfl: 0.177341 loss: 1.128368 eta: 4:40:21 batch_cost: 2.1125 data_cost: 0.0018 ips: 13.2544 images/s [11/20 17:09:46] ppdet.engine INFO: Epoch: [97] [2100/3251] learning_rate: 0.000273 loss_vfl: 0.712616 loss_bbox: 0.287479 loss_dfl: 0.191829 loss: 1.178021 eta: 4:39:37 batch_cost: 2.2682 data_cost: 0.0016 ips: 12.3443 images/s [11/20 17:10:33] ppdet.engine INFO: Epoch: [97] [2120/3251] learning_rate: 0.000272 loss_vfl: 0.692504 loss_bbox: 0.221603 loss_dfl: 0.158827 loss: 1.083632 eta: 4:38:53 batch_cost: 2.2168 data_cost: 0.0010 ips: 12.6308 images/s [11/20 17:11:21] ppdet.engine INFO: Epoch: [97] [2140/3251] learning_rate: 0.000270 loss_vfl: 0.715577 loss_bbox: 0.239866 loss_dfl: 0.163652 loss: 1.120191 eta: 4:38:09 batch_cost: 2.2975 data_cost: 0.0012 ips: 12.1873 images/s [11/20 17:12:09] ppdet.engine INFO: Epoch: [97] [2160/3251] learning_rate: 0.000269 loss_vfl: 0.711914 loss_bbox: 0.230243 loss_dfl: 0.172394 loss: 1.118685 eta: 4:37:26 batch_cost: 2.2353 data_cost: 0.0010 ips: 12.5262 images/s [11/20 17:12:55] ppdet.engine INFO: Epoch: [97] [2180/3251] learning_rate: 0.000268 loss_vfl: 0.702334 loss_bbox: 0.260021 loss_dfl: 0.192386 loss: 1.135065 eta: 4:36:42 batch_cost: 2.2111 data_cost: 0.0011 ips: 12.6635 images/s [11/20 17:13:42] ppdet.engine INFO: Epoch: [97] [2200/3251] learning_rate: 0.000266 loss_vfl: 0.719529 loss_bbox: 0.231804 loss_dfl: 0.167272 loss: 1.132637 eta: 4:35:58 batch_cost: 2.2397 data_cost: 0.0016 ips: 12.5018 images/s [11/20 17:14:27] ppdet.engine INFO: Epoch: [97] [2220/3251] learning_rate: 0.000265 loss_vfl: 0.708628 loss_bbox: 0.240011 loss_dfl: 0.172279 loss: 1.100380 eta: 4:35:14 batch_cost: 2.0954 data_cost: 0.0010 ips: 13.3626 images/s [11/20 17:15:15] ppdet.engine INFO: Epoch: [97] [2240/3251] learning_rate: 0.000263 loss_vfl: 0.717242 loss_bbox: 0.261633 loss_dfl: 0.189628 loss: 1.146530 eta: 4:34:30 batch_cost: 2.2919 data_cost: 0.0012 ips: 12.2172 images/s [11/20 17:16:02] ppdet.engine INFO: Epoch: [97] [2260/3251] learning_rate: 0.000262 loss_vfl: 0.717143 loss_bbox: 0.220861 loss_dfl: 0.164198 loss: 1.101232 eta: 4:33:46 batch_cost: 2.1950 data_cost: 0.0012 ips: 12.7563 images/s [11/20 17:16:49] ppdet.engine INFO: Epoch: [97] [2280/3251] learning_rate: 0.000261 loss_vfl: 0.719783 loss_bbox: 0.235322 loss_dfl: 0.174174 loss: 1.128864 eta: 4:33:03 batch_cost: 2.2241 data_cost: 0.0010 ips: 12.5892 images/s [11/20 17:17:35] ppdet.engine INFO: Epoch: [97] [2300/3251] learning_rate: 0.000259 loss_vfl: 0.702713 loss_bbox: 0.226740 loss_dfl: 0.167089 loss: 1.115867 eta: 4:32:19 batch_cost: 2.0869 data_cost: 0.0034 ips: 13.4168 images/s [11/20 17:18:22] ppdet.engine INFO: Epoch: [97] [2320/3251] learning_rate: 0.000258 loss_vfl: 0.703917 loss_bbox: 0.244184 loss_dfl: 0.171894 loss: 1.121425 eta: 4:31:35 batch_cost: 2.1607 data_cost: 0.0011 ips: 12.9585 images/s [11/20 17:19:09] ppdet.engine INFO: Epoch: [97] [2340/3251] learning_rate: 0.000256 loss_vfl: 0.692497 loss_bbox: 0.238726 loss_dfl: 0.172511 loss: 1.071631 eta: 4:30:51 batch_cost: 2.2308 data_cost: 0.0009 ips: 12.5513 images/s [11/20 17:19:58] ppdet.engine INFO: Epoch: [97] [2360/3251] learning_rate: 0.000255 loss_vfl: 0.698423 loss_bbox: 0.241953 loss_dfl: 0.180181 loss: 1.130965 eta: 4:30:07 batch_cost: 2.2035 data_cost: 0.0009 ips: 12.7073 images/s [11/20 17:20:44] ppdet.engine INFO: Epoch: [97] [2380/3251] learning_rate: 0.000254 loss_vfl: 0.694686 loss_bbox: 0.232408 loss_dfl: 0.165200 loss: 1.077958 eta: 4:29:23 batch_cost: 2.2094 data_cost: 0.0011 ips: 12.6729 images/s [11/20 17:21:32] ppdet.engine INFO: Epoch: [97] [2400/3251] learning_rate: 0.000252 loss_vfl: 0.707159 loss_bbox: 0.249336 loss_dfl: 0.177248 loss: 1.121478 eta: 4:28:39 batch_cost: 2.1650 data_cost: 0.0009 ips: 12.9333 images/s [11/20 17:22:17] ppdet.engine INFO: Epoch: [97] [2420/3251] learning_rate: 0.000251 loss_vfl: 0.714493 loss_bbox: 0.251816 loss_dfl: 0.168368 loss: 1.106089 eta: 4:27:56 batch_cost: 2.1418 data_cost: 0.0010 ips: 13.0729 images/s [11/20 17:23:04] ppdet.engine INFO: Epoch: [97] [2440/3251] learning_rate: 0.000250 loss_vfl: 0.722218 loss_bbox: 0.259234 loss_dfl: 0.183146 loss: 1.119235 eta: 4:27:12 batch_cost: 2.1612 data_cost: 0.0009 ips: 12.9556 images/s [11/20 17:23:50] ppdet.engine INFO: Epoch: [97] [2460/3251] learning_rate: 0.000248 loss_vfl: 0.687443 loss_bbox: 0.235211 loss_dfl: 0.175104 loss: 1.077057 eta: 4:26:28 batch_cost: 2.2305 data_cost: 0.0009 ips: 12.5533 images/s [11/20 17:24:40] ppdet.engine INFO: Epoch: [97] [2480/3251] learning_rate: 0.000247 loss_vfl: 0.703351 loss_bbox: 0.271334 loss_dfl: 0.175204 loss: 1.113737 eta: 4:25:44 batch_cost: 2.3374 data_cost: 0.0010 ips: 11.9792 images/s [11/20 17:25:27] ppdet.engine INFO: Epoch: [97] [2500/3251] learning_rate: 0.000246 loss_vfl: 0.706604 loss_bbox: 0.210767 loss_dfl: 0.147533 loss: 1.056575 eta: 4:25:00 batch_cost: 2.2525 data_cost: 0.0010 ips: 12.4309 images/s [11/20 17:26:14] ppdet.engine INFO: Epoch: [97] [2520/3251] learning_rate: 0.000244 loss_vfl: 0.670869 loss_bbox: 0.237196 loss_dfl: 0.163721 loss: 1.119886 eta: 4:24:16 batch_cost: 2.1939 data_cost: 0.0009 ips: 12.7626 images/s [11/20 17:27:04] ppdet.engine INFO: Epoch: [97] [2540/3251] learning_rate: 0.000243 loss_vfl: 0.720553 loss_bbox: 0.262140 loss_dfl: 0.178844 loss: 1.140584 eta: 4:23:33 batch_cost: 2.3769 data_cost: 0.0009 ips: 11.7801 images/s [11/20 17:27:52] ppdet.engine INFO: Epoch: [97] [2560/3251] learning_rate: 0.000241 loss_vfl: 0.713636 loss_bbox: 0.279564 loss_dfl: 0.186542 loss: 1.194448 eta: 4:22:49 batch_cost: 2.2299 data_cost: 0.0015 ips: 12.5564 images/s [11/20 17:28:37] ppdet.engine INFO: Epoch: [97] [2580/3251] learning_rate: 0.000240 loss_vfl: 0.687652 loss_bbox: 0.247867 loss_dfl: 0.185789 loss: 1.113479 eta: 4:22:05 batch_cost: 2.1223 data_cost: 0.0009 ips: 13.1930 images/s [11/20 17:29:23] ppdet.engine INFO: Epoch: [97] [2600/3251] learning_rate: 0.000239 loss_vfl: 0.701025 loss_bbox: 0.240373 loss_dfl: 0.166745 loss: 1.104706 eta: 4:21:21 batch_cost: 2.1634 data_cost: 0.0010 ips: 12.9428 images/s [11/20 17:30:10] ppdet.engine INFO: Epoch: [97] [2620/3251] learning_rate: 0.000237 loss_vfl: 0.701852 loss_bbox: 0.232187 loss_dfl: 0.169471 loss: 1.135267 eta: 4:20:37 batch_cost: 2.1888 data_cost: 0.0124 ips: 12.7926 images/s [11/20 17:31:00] ppdet.engine INFO: Epoch: [97] [2640/3251] learning_rate: 0.000236 loss_vfl: 0.728022 loss_bbox: 0.236837 loss_dfl: 0.162267 loss: 1.102991 eta: 4:19:54 batch_cost: 2.3945 data_cost: 0.0009 ips: 11.6933 images/s [11/20 17:31:49] ppdet.engine INFO: Epoch: [97] [2660/3251] learning_rate: 0.000235 loss_vfl: 0.711815 loss_bbox: 0.219749 loss_dfl: 0.158633 loss: 1.099751 eta: 4:19:10 batch_cost: 2.2744 data_cost: 0.0010 ips: 12.3112 images/s [11/20 17:32:34] ppdet.engine INFO: Epoch: [97] [2680/3251] learning_rate: 0.000233 loss_vfl: 0.722115 loss_bbox: 0.267280 loss_dfl: 0.180710 loss: 1.166843 eta: 4:18:26 batch_cost: 2.1484 data_cost: 0.0012 ips: 13.0331 images/s [11/20 17:33:23] ppdet.engine INFO: Epoch: [97] [2700/3251] learning_rate: 0.000232 loss_vfl: 0.704214 loss_bbox: 0.246649 loss_dfl: 0.173314 loss: 1.148984 eta: 4:17:42 batch_cost: 2.2731 data_cost: 0.0009 ips: 12.3177 images/s [11/20 17:34:08] ppdet.engine INFO: Epoch: [97] [2720/3251] learning_rate: 0.000231 loss_vfl: 0.715450 loss_bbox: 0.252476 loss_dfl: 0.178075 loss: 1.158013 eta: 4:16:58 batch_cost: 2.1702 data_cost: 0.0010 ips: 12.9019 images/s [11/20 17:34:55] ppdet.engine INFO: Epoch: [97] [2740/3251] learning_rate: 0.000230 loss_vfl: 0.716863 loss_bbox: 0.225069 loss_dfl: 0.162170 loss: 1.101381 eta: 4:16:14 batch_cost: 2.1847 data_cost: 0.0013 ips: 12.8164 images/s [11/20 17:35:44] ppdet.engine INFO: Epoch: [97] [2760/3251] learning_rate: 0.000228 loss_vfl: 0.697355 loss_bbox: 0.238570 loss_dfl: 0.165308 loss: 1.108644 eta: 4:15:31 batch_cost: 2.3376 data_cost: 0.0009 ips: 11.9782 images/s [11/20 17:36:31] ppdet.engine INFO: Epoch: [97] [2780/3251] learning_rate: 0.000227 loss_vfl: 0.698069 loss_bbox: 0.261744 loss_dfl: 0.176967 loss: 1.107417 eta: 4:14:47 batch_cost: 2.2344 data_cost: 0.0009 ips: 12.5313 images/s [11/20 17:37:19] ppdet.engine INFO: Epoch: [97] [2800/3251] learning_rate: 0.000226 loss_vfl: 0.700886 loss_bbox: 0.258462 loss_dfl: 0.178867 loss: 1.117432 eta: 4:14:03 batch_cost: 2.3261 data_cost: 0.0014 ips: 12.0375 images/s [11/20 17:38:06] ppdet.engine INFO: Epoch: [97] [2820/3251] learning_rate: 0.000224 loss_vfl: 0.696949 loss_bbox: 0.236650 loss_dfl: 0.172319 loss: 1.093819 eta: 4:13:19 batch_cost: 2.2011 data_cost: 0.0020 ips: 12.7212 images/s [11/20 17:38:58] ppdet.engine INFO: Epoch: [97] [2840/3251] learning_rate: 0.000223 loss_vfl: 0.704558 loss_bbox: 0.243957 loss_dfl: 0.182047 loss: 1.133825 eta: 4:12:35 batch_cost: 2.4222 data_cost: 0.0010 ips: 11.5599 images/s [11/20 17:39:42] ppdet.engine INFO: Epoch: [97] [2860/3251] learning_rate: 0.000222 loss_vfl: 0.711078 loss_bbox: 0.282086 loss_dfl: 0.179085 loss: 1.133021 eta: 4:11:51 batch_cost: 2.1328 data_cost: 0.0010 ips: 13.1285 images/s [11/20 17:40:29] ppdet.engine INFO: Epoch: [97] [2880/3251] learning_rate: 0.000220 loss_vfl: 0.700584 loss_bbox: 0.234389 loss_dfl: 0.166212 loss: 1.103846 eta: 4:11:08 batch_cost: 2.1581 data_cost: 0.0009 ips: 12.9743 images/s [11/20 17:41:15] ppdet.engine INFO: Epoch: [97] [2900/3251] learning_rate: 0.000219 loss_vfl: 0.715477 loss_bbox: 0.256218 loss_dfl: 0.175097 loss: 1.132093 eta: 4:10:24 batch_cost: 2.2272 data_cost: 0.0011 ips: 12.5716 images/s [11/20 17:42:02] ppdet.engine INFO: Epoch: [97] [2920/3251] learning_rate: 0.000218 loss_vfl: 0.690503 loss_bbox: 0.244921 loss_dfl: 0.170888 loss: 1.110377 eta: 4:09:40 batch_cost: 2.2407 data_cost: 0.0009 ips: 12.4964 images/s [11/20 17:42:50] ppdet.engine INFO: Epoch: [97] [2940/3251] learning_rate: 0.000217 loss_vfl: 0.708290 loss_bbox: 0.249634 loss_dfl: 0.174599 loss: 1.128670 eta: 4:08:56 batch_cost: 2.1704 data_cost: 0.0009 ips: 12.9007 images/s [11/20 17:43:39] ppdet.engine INFO: Epoch: [97] [2960/3251] learning_rate: 0.000215 loss_vfl: 0.691700 loss_bbox: 0.221261 loss_dfl: 0.157674 loss: 1.074233 eta: 4:08:12 batch_cost: 2.3102 data_cost: 0.0009 ips: 12.1204 images/s [11/20 17:44:25] ppdet.engine INFO: Epoch: [97] [2980/3251] learning_rate: 0.000214 loss_vfl: 0.716668 loss_bbox: 0.222597 loss_dfl: 0.164365 loss: 1.121874 eta: 4:07:28 batch_cost: 2.1229 data_cost: 0.0011 ips: 13.1895 images/s [11/20 17:45:12] ppdet.engine INFO: Epoch: [97] [3000/3251] learning_rate: 0.000213 loss_vfl: 0.724053 loss_bbox: 0.257162 loss_dfl: 0.177917 loss: 1.164687 eta: 4:06:45 batch_cost: 2.1976 data_cost: 0.0010 ips: 12.7412 images/s [11/20 17:46:00] ppdet.engine INFO: Epoch: [97] [3020/3251] learning_rate: 0.000212 loss_vfl: 0.689929 loss_bbox: 0.242816 loss_dfl: 0.183609 loss: 1.123826 eta: 4:06:01 batch_cost: 2.2472 data_cost: 0.0012 ips: 12.4602 images/s [11/20 17:46:48] ppdet.engine INFO: Epoch: [97] [3040/3251] learning_rate: 0.000210 loss_vfl: 0.706632 loss_bbox: 0.245066 loss_dfl: 0.173377 loss: 1.132847 eta: 4:05:17 batch_cost: 2.2618 data_cost: 0.0009 ips: 12.3796 images/s [11/20 17:47:35] ppdet.engine INFO: Epoch: [97] [3060/3251] learning_rate: 0.000209 loss_vfl: 0.688977 loss_bbox: 0.245534 loss_dfl: 0.179995 loss: 1.121539 eta: 4:04:33 batch_cost: 2.1766 data_cost: 0.0014 ips: 12.8639 images/s [11/20 17:48:20] ppdet.engine INFO: Epoch: [97] [3080/3251] learning_rate: 0.000208 loss_vfl: 0.698983 loss_bbox: 0.262742 loss_dfl: 0.187941 loss: 1.176033 eta: 4:03:49 batch_cost: 2.0981 data_cost: 0.0013 ips: 13.3457 images/s [11/20 17:49:06] ppdet.engine INFO: Epoch: [97] [3100/3251] learning_rate: 0.000207 loss_vfl: 0.706846 loss_bbox: 0.260589 loss_dfl: 0.182654 loss: 1.158601 eta: 4:03:05 batch_cost: 2.2333 data_cost: 0.0009 ips: 12.5376 images/s [11/20 17:49:54] ppdet.engine INFO: Epoch: [97] [3120/3251] learning_rate: 0.000205 loss_vfl: 0.702466 loss_bbox: 0.242779 loss_dfl: 0.173036 loss: 1.152588 eta: 4:02:22 batch_cost: 2.2410 data_cost: 0.0010 ips: 12.4945 images/s [11/20 17:50:43] ppdet.engine INFO: Epoch: [97] [3140/3251] learning_rate: 0.000204 loss_vfl: 0.718854 loss_bbox: 0.236023 loss_dfl: 0.170905 loss: 1.122749 eta: 4:01:38 batch_cost: 2.3254 data_cost: 0.0010 ips: 12.0408 images/s [11/20 17:51:31] ppdet.engine INFO: Epoch: [97] [3160/3251] learning_rate: 0.000203 loss_vfl: 0.692011 loss_bbox: 0.233449 loss_dfl: 0.171566 loss: 1.130004 eta: 4:00:54 batch_cost: 2.2861 data_cost: 0.0010 ips: 12.2479 images/s [11/20 17:52:19] ppdet.engine INFO: Epoch: [97] [3180/3251] learning_rate: 0.000202 loss_vfl: 0.685288 loss_bbox: 0.251711 loss_dfl: 0.171930 loss: 1.121430 eta: 4:00:10 batch_cost: 2.2810 data_cost: 0.0011 ips: 12.2755 images/s [11/20 17:53:06] ppdet.engine INFO: Epoch: [97] [3200/3251] learning_rate: 0.000200 loss_vfl: 0.704771 loss_bbox: 0.238466 loss_dfl: 0.173964 loss: 1.107256 eta: 3:59:26 batch_cost: 2.1054 data_cost: 0.0010 ips: 13.2991 images/s [11/20 17:53:53] ppdet.engine INFO: Epoch: [97] [3220/3251] learning_rate: 0.000199 loss_vfl: 0.682746 loss_bbox: 0.242020 loss_dfl: 0.176987 loss: 1.114183 eta: 3:58:42 batch_cost: 2.1665 data_cost: 0.0010 ips: 12.9240 images/s [11/20 17:54:39] ppdet.engine INFO: Epoch: [97] [3240/3251] learning_rate: 0.000198 loss_vfl: 0.706701 loss_bbox: 0.266796 loss_dfl: 0.178851 loss: 1.146653 eta: 3:57:58 batch_cost: 2.1269 data_cost: 0.0014 ips: 13.1648 images/s [11/20 17:54:59] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_lcnet_2_5x_640_mainbody [11/20 17:54:59] ppdet.engine INFO: Eval iter: 0 [11/20 17:55:47] ppdet.engine INFO: Eval iter: 100 [11/20 17:56:13] ppdet.engine INFO: Eval iter: 200 [11/20 17:56:40] ppdet.engine INFO: Eval iter: 300 [11/20 17:57:07] ppdet.engine INFO: Eval iter: 400 [11/20 17:57:35] ppdet.engine INFO: Eval iter: 500 [11/20 17:58:01] ppdet.engine INFO: Eval iter: 600 [11/20 17:58:28] ppdet.engine INFO: Eval iter: 700 [11/20 17:58:56] ppdet.engine INFO: Eval iter: 800 [11/20 17:59:23] ppdet.engine INFO: Eval iter: 900 [11/20 17:59:49] ppdet.engine INFO: Eval iter: 1000 [11/20 18:00:15] ppdet.engine INFO: Eval iter: 1100 [11/20 18:00:42] ppdet.engine INFO: Eval iter: 1200 [11/20 18:01:08] ppdet.engine INFO: Eval iter: 1300 [11/20 18:01:34] ppdet.engine INFO: Eval iter: 1400 [11/20 18:02:01] ppdet.engine INFO: Eval iter: 1500 [11/20 18:02:31] ppdet.engine INFO: Eval iter: 1600 [11/20 18:02:58] ppdet.engine INFO: Eval iter: 1700 [11/20 18:03:25] ppdet.engine INFO: Eval iter: 1800 [11/20 18:03:52] ppdet.engine INFO: Eval iter: 1900 [11/20 18:04:19] ppdet.engine INFO: Eval iter: 2000 [11/20 18:04:46] ppdet.engine INFO: Eval iter: 2100 [11/20 18:05:13] ppdet.engine INFO: Eval iter: 2200 [11/20 18:05:41] ppdet.engine INFO: Eval iter: 2300 [11/20 18:06:38] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json. loading annotations into memory... Done (t=2.13s) creating index... index created! [11/20 18:06:40] ppdet.metrics.coco_utils INFO: Start evaluate... Loading and preparing results... DONE (t=15.36s) creating index... index created! Running per image evaluation... Evaluate annotation type *bbox* DONE (t=380.57s). Accumulating evaluation results... DONE (t=28.16s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.380 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.565 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.404 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.240 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.476 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.455 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.084 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.386 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.599 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.378 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.637 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.735 [11/20 18:13:47] ppdet.engine INFO: Total sample number: 19074, averge FPS: 28.587075963567884 [11/20 18:13:47] ppdet.engine INFO: Best test bbox ap is 0.415. [11/20 18:13:49] ppdet.engine INFO: Epoch: [98] [ 0/3251] learning_rate: 0.000197 loss_vfl: 0.700692 loss_bbox: 0.277519 loss_dfl: 0.180979 loss: 1.132185 eta: 3:57:34 batch_cost: 1.4630 data_cost: 0.0014 ips: 19.1391 images/s [11/20 18:14:38] ppdet.engine INFO: Epoch: [98] [ 20/3251] learning_rate: 0.000196 loss_vfl: 0.703647 loss_bbox: 0.245641 loss_dfl: 0.176624 loss: 1.152991 eta: 3:56:50 batch_cost: 2.2976 data_cost: 0.0010 ips: 12.1868 images/s [11/20 18:15:25] ppdet.engine INFO: Epoch: [98] [ 40/3251] learning_rate: 0.000195 loss_vfl: 0.700331 loss_bbox: 0.249825 loss_dfl: 0.170578 loss: 1.119624 eta: 3:56:06 batch_cost: 2.1763 data_cost: 0.0010 ips: 12.8660 images/s [11/20 18:16:15] ppdet.engine INFO: Epoch: [98] [ 60/3251] learning_rate: 0.000194 loss_vfl: 0.702656 loss_bbox: 0.241699 loss_dfl: 0.173824 loss: 1.110104 eta: 3:55:23 batch_cost: 2.3526 data_cost: 0.0010 ips: 11.9017 images/s [11/20 18:17:02] ppdet.engine INFO: Epoch: [98] [ 80/3251] learning_rate: 0.000193 loss_vfl: 0.701806 loss_bbox: 0.232534 loss_dfl: 0.176547 loss: 1.088142 eta: 3:54:39 batch_cost: 2.2153 data_cost: 0.0019 ips: 12.6391 images/s [11/20 18:17:51] ppdet.engine INFO: Epoch: [98] [ 100/3251] learning_rate: 0.000191 loss_vfl: 0.706698 loss_bbox: 0.234833 loss_dfl: 0.153771 loss: 1.118024 eta: 3:53:55 batch_cost: 2.3326 data_cost: 0.0010 ips: 12.0035 images/s [11/20 18:18:39] ppdet.engine INFO: Epoch: [98] [ 120/3251] learning_rate: 0.000190 loss_vfl: 0.700282 loss_bbox: 0.269608 loss_dfl: 0.184150 loss: 1.162930 eta: 3:53:11 batch_cost: 2.2892 data_cost: 0.0011 ips: 12.2313 images/s [11/20 18:19:23] ppdet.engine INFO: Epoch: [98] [ 140/3251] learning_rate: 0.000189 loss_vfl: 0.680766 loss_bbox: 0.230312 loss_dfl: 0.173358 loss: 1.089422 eta: 3:52:27 batch_cost: 2.0871 data_cost: 0.0010 ips: 13.4160 images/s [11/20 18:20:10] ppdet.engine INFO: Epoch: [98] [ 160/3251] learning_rate: 0.000188 loss_vfl: 0.691265 loss_bbox: 0.247507 loss_dfl: 0.174398 loss: 1.112874 eta: 3:51:43 batch_cost: 2.2177 data_cost: 0.0011 ips: 12.6254 images/s [11/20 18:20:56] ppdet.engine INFO: Epoch: [98] [ 180/3251] learning_rate: 0.000187 loss_vfl: 0.728117 loss_bbox: 0.240914 loss_dfl: 0.172263 loss: 1.162948 eta: 3:51:00 batch_cost: 2.1994 data_cost: 0.0010 ips: 12.7308 images/s [11/20 18:21:45] ppdet.engine INFO: Epoch: [98] [ 200/3251] learning_rate: 0.000185 loss_vfl: 0.700393 loss_bbox: 0.221811 loss_dfl: 0.162788 loss: 1.093029 eta: 3:50:16 batch_cost: 2.2872 data_cost: 0.0014 ips: 12.2422 images/s [11/20 18:22:33] ppdet.engine INFO: Epoch: [98] [ 220/3251] learning_rate: 0.000184 loss_vfl: 0.702861 loss_bbox: 0.231183 loss_dfl: 0.159092 loss: 1.067639 eta: 3:49:32 batch_cost: 2.2948 data_cost: 0.0010 ips: 12.2017 images/s [11/20 18:23:19] ppdet.engine INFO: Epoch: [98] [ 240/3251] learning_rate: 0.000183 loss_vfl: 0.699507 loss_bbox: 0.232443 loss_dfl: 0.166168 loss: 1.090024 eta: 3:48:48 batch_cost: 2.1306 data_cost: 0.0016 ips: 13.1421 images/s [11/20 18:24:05] ppdet.engine INFO: Epoch: [98] [ 260/3251] learning_rate: 0.000182 loss_vfl: 0.695282 loss_bbox: 0.248365 loss_dfl: 0.179934 loss: 1.141968 eta: 3:48:04 batch_cost: 2.2019 data_cost: 0.0010 ips: 12.7166 images/s [11/20 18:24:55] ppdet.engine INFO: Epoch: [98] [ 280/3251] learning_rate: 0.000181 loss_vfl: 0.703215 loss_bbox: 0.256267 loss_dfl: 0.178694 loss: 1.139300 eta: 3:47:21 batch_cost: 2.3461 data_cost: 0.0010 ips: 11.9349 images/s [11/20 18:25:43] ppdet.engine INFO: Epoch: [98] [ 300/3251] learning_rate: 0.000180 loss_vfl: 0.711800 loss_bbox: 0.249431 loss_dfl: 0.172549 loss: 1.137446 eta: 3:46:37 batch_cost: 2.2678 data_cost: 0.0009 ips: 12.3465 images/s [11/20 18:26:30] ppdet.engine INFO: Epoch: [98] [ 320/3251] learning_rate: 0.000178 loss_vfl: 0.717855 loss_bbox: 0.260448 loss_dfl: 0.179452 loss: 1.155949 eta: 3:45:53 batch_cost: 2.2123 data_cost: 0.0019 ips: 12.6565 images/s [11/20 18:27:16] ppdet.engine INFO: Epoch: [98] [ 340/3251] learning_rate: 0.000177 loss_vfl: 0.704100 loss_bbox: 0.247322 loss_dfl: 0.171688 loss: 1.123878 eta: 3:45:09 batch_cost: 2.2354 data_cost: 0.0013 ips: 12.5259 images/s [11/20 18:28:03] ppdet.engine INFO: Epoch: [98] [ 360/3251] learning_rate: 0.000176 loss_vfl: 0.691039 loss_bbox: 0.256316 loss_dfl: 0.188624 loss: 1.156168 eta: 3:44:25 batch_cost: 2.1233 data_cost: 0.0009 ips: 13.1871 images/s [11/20 18:28:48] ppdet.engine INFO: Epoch: [98] [ 380/3251] learning_rate: 0.000175 loss_vfl: 0.694866 loss_bbox: 0.210302 loss_dfl: 0.158257 loss: 1.038066 eta: 3:43:41 batch_cost: 2.1118 data_cost: 0.0010 ips: 13.2587 images/s [11/20 18:29:33] ppdet.engine INFO: Epoch: [98] [ 400/3251] learning_rate: 0.000174 loss_vfl: 0.724939 loss_bbox: 0.251598 loss_dfl: 0.186056 loss: 1.171186 eta: 3:42:57 batch_cost: 2.1701 data_cost: 0.0010 ips: 12.9029 images/s [11/20 18:30:19] ppdet.engine INFO: Epoch: [98] [ 420/3251] learning_rate: 0.000173 loss_vfl: 0.695782 loss_bbox: 0.255352 loss_dfl: 0.179918 loss: 1.141778 eta: 3:42:14 batch_cost: 2.1636 data_cost: 0.0009 ips: 12.9411 images/s [11/20 18:31:08] ppdet.engine INFO: Epoch: [98] [ 440/3251] learning_rate: 0.000172 loss_vfl: 0.717651 loss_bbox: 0.220067 loss_dfl: 0.158040 loss: 1.118724 eta: 3:41:30 batch_cost: 2.3122 data_cost: 0.0010 ips: 12.1094 images/s [11/20 18:31:56] ppdet.engine INFO: Epoch: [98] [ 460/3251] learning_rate: 0.000170 loss_vfl: 0.692441 loss_bbox: 0.214237 loss_dfl: 0.157263 loss: 1.078804 eta: 3:40:46 batch_cost: 2.2633 data_cost: 0.0010 ips: 12.3716 images/s [11/20 18:32:44] ppdet.engine INFO: Epoch: [98] [ 480/3251] learning_rate: 0.000169 loss_vfl: 0.701966 loss_bbox: 0.226139 loss_dfl: 0.157382 loss: 1.081300 eta: 3:40:02 batch_cost: 2.2275 data_cost: 0.0009 ips: 12.5702 images/s [11/20 18:33:29] ppdet.engine INFO: Epoch: [98] [ 500/3251] learning_rate: 0.000168 loss_vfl: 0.695225 loss_bbox: 0.233399 loss_dfl: 0.180984 loss: 1.145179 eta: 3:39:18 batch_cost: 2.1559 data_cost: 0.0010 ips: 12.9879 images/s [11/20 18:34:18] ppdet.engine INFO: Epoch: [98] [ 520/3251] learning_rate: 0.000167 loss_vfl: 0.698890 loss_bbox: 0.213033 loss_dfl: 0.158959 loss: 1.084493 eta: 3:38:34 batch_cost: 2.2400 data_cost: 0.0011 ips: 12.5002 images/s [11/20 18:35:07] ppdet.engine INFO: Epoch: [98] [ 540/3251] learning_rate: 0.000166 loss_vfl: 0.685432 loss_bbox: 0.243190 loss_dfl: 0.170470 loss: 1.127774 eta: 3:37:51 batch_cost: 2.3422 data_cost: 0.0009 ips: 11.9545 images/s [11/20 18:35:53] ppdet.engine INFO: Epoch: [98] [ 560/3251] learning_rate: 0.000165 loss_vfl: 0.703307 loss_bbox: 0.253929 loss_dfl: 0.174926 loss: 1.137725 eta: 3:37:07 batch_cost: 2.1708 data_cost: 0.0011 ips: 12.8985 images/s [11/20 18:36:42] ppdet.engine INFO: Epoch: [98] [ 580/3251] learning_rate: 0.000164 loss_vfl: 0.701066 loss_bbox: 0.236987 loss_dfl: 0.170573 loss: 1.102084 eta: 3:36:23 batch_cost: 2.3143 data_cost: 0.0011 ips: 12.0987 images/s [11/20 18:37:28] ppdet.engine INFO: Epoch: [98] [ 600/3251] learning_rate: 0.000163 loss_vfl: 0.699004 loss_bbox: 0.254975 loss_dfl: 0.181146 loss: 1.138785 eta: 3:35:39 batch_cost: 2.1956 data_cost: 0.0010 ips: 12.7528 images/s [11/20 18:38:15] ppdet.engine INFO: Epoch: [98] [ 620/3251] learning_rate: 0.000161 loss_vfl: 0.691103 loss_bbox: 0.220809 loss_dfl: 0.171403 loss: 1.095255 eta: 3:34:55 batch_cost: 2.2508 data_cost: 0.0009 ips: 12.4402 images/s [11/20 18:39:02] ppdet.engine INFO: Epoch: [98] [ 640/3251] learning_rate: 0.000160 loss_vfl: 0.689544 loss_bbox: 0.241744 loss_dfl: 0.174426 loss: 1.118422 eta: 3:34:11 batch_cost: 2.2101 data_cost: 0.0013 ips: 12.6692 images/s [11/20 18:39:47] ppdet.engine INFO: Epoch: [98] [ 660/3251] learning_rate: 0.000159 loss_vfl: 0.701367 loss_bbox: 0.275803 loss_dfl: 0.196454 loss: 1.183677 eta: 3:33:28 batch_cost: 2.1758 data_cost: 0.0014 ips: 12.8689 images/s [11/20 18:40:34] ppdet.engine INFO: Epoch: [98] [ 680/3251] learning_rate: 0.000158 loss_vfl: 0.712196 loss_bbox: 0.226126 loss_dfl: 0.158423 loss: 1.089787 eta: 3:32:44 batch_cost: 2.2595 data_cost: 0.0009 ips: 12.3919 images/s [11/20 18:41:20] ppdet.engine INFO: Epoch: [98] [ 700/3251] learning_rate: 0.000157 loss_vfl: 0.707778 loss_bbox: 0.239315 loss_dfl: 0.160819 loss: 1.103194 eta: 3:32:00 batch_cost: 2.1584 data_cost: 0.0010 ips: 12.9724 images/s [11/20 18:42:09] ppdet.engine INFO: Epoch: [98] [ 720/3251] learning_rate: 0.000156 loss_vfl: 0.671840 loss_bbox: 0.244182 loss_dfl: 0.170593 loss: 1.129568 eta: 3:31:16 batch_cost: 2.2832 data_cost: 0.0010 ips: 12.2634 images/s [11/20 18:42:57] ppdet.engine INFO: Epoch: [98] [ 740/3251] learning_rate: 0.000155 loss_vfl: 0.728533 loss_bbox: 0.265266 loss_dfl: 0.180644 loss: 1.182394 eta: 3:30:32 batch_cost: 2.2870 data_cost: 0.0009 ips: 12.2431 images/s [11/20 18:43:43] ppdet.engine INFO: Epoch: [98] [ 760/3251] learning_rate: 0.000154 loss_vfl: 0.702054 loss_bbox: 0.250867 loss_dfl: 0.174042 loss: 1.159321 eta: 3:29:48 batch_cost: 2.1844 data_cost: 0.0010 ips: 12.8184 images/s [11/20 18:44:28] ppdet.engine INFO: Epoch: [98] [ 780/3251] learning_rate: 0.000153 loss_vfl: 0.704547 loss_bbox: 0.241987 loss_dfl: 0.170153 loss: 1.142789 eta: 3:29:05 batch_cost: 2.1141 data_cost: 0.0140 ips: 13.2445 images/s [11/20 18:45:15] ppdet.engine INFO: Epoch: [98] [ 800/3251] learning_rate: 0.000152 loss_vfl: 0.698256 loss_bbox: 0.257115 loss_dfl: 0.184685 loss: 1.139505 eta: 3:28:21 batch_cost: 2.1426 data_cost: 0.0013 ips: 13.0680 images/s [11/20 18:46:00] ppdet.engine INFO: Epoch: [98] [ 820/3251] learning_rate: 0.000151 loss_vfl: 0.726716 loss_bbox: 0.244815 loss_dfl: 0.177611 loss: 1.124993 eta: 3:27:37 batch_cost: 2.1259 data_cost: 0.0135 ips: 13.1711 images/s [11/20 18:46:47] ppdet.engine INFO: Epoch: [98] [ 840/3251] learning_rate: 0.000150 loss_vfl: 0.688863 loss_bbox: 0.260226 loss_dfl: 0.177795 loss: 1.142159 eta: 3:26:53 batch_cost: 2.1756 data_cost: 0.0010 ips: 12.8700 images/s [11/20 18:47:37] ppdet.engine INFO: Epoch: [98] [ 860/3251] learning_rate: 0.000149 loss_vfl: 0.720447 loss_bbox: 0.238699 loss_dfl: 0.164856 loss: 1.129313 eta: 3:26:09 batch_cost: 2.3520 data_cost: 0.0010 ips: 11.9045 images/s [11/20 18:48:23] ppdet.engine INFO: Epoch: [98] [ 880/3251] learning_rate: 0.000148 loss_vfl: 0.719882 loss_bbox: 0.271659 loss_dfl: 0.180639 loss: 1.193933 eta: 3:25:25 batch_cost: 2.2342 data_cost: 0.0014 ips: 12.5322 images/s [11/20 18:49:09] ppdet.engine INFO: Epoch: [98] [ 900/3251] learning_rate: 0.000146 loss_vfl: 0.691015 loss_bbox: 0.222508 loss_dfl: 0.163246 loss: 1.087458 eta: 3:24:41 batch_cost: 2.1066 data_cost: 0.0009 ips: 13.2916 images/s [11/20 18:49:58] ppdet.engine INFO: Epoch: [98] [ 920/3251] learning_rate: 0.000145 loss_vfl: 0.714189 loss_bbox: 0.252292 loss_dfl: 0.176476 loss: 1.143872 eta: 3:23:58 batch_cost: 2.3354 data_cost: 0.0011 ips: 11.9892 images/s [11/20 18:50:46] ppdet.engine INFO: Epoch: [98] [ 940/3251] learning_rate: 0.000144 loss_vfl: 0.701591 loss_bbox: 0.251469 loss_dfl: 0.174312 loss: 1.092780 eta: 3:23:14 batch_cost: 2.2692 data_cost: 0.0011 ips: 12.3390 images/s [11/20 18:51:31] ppdet.engine INFO: Epoch: [98] [ 960/3251] learning_rate: 0.000143 loss_vfl: 0.685199 loss_bbox: 0.236351 loss_dfl: 0.168934 loss: 1.089960 eta: 3:22:30 batch_cost: 2.1316 data_cost: 0.0010 ips: 13.1354 images/s [11/20 18:52:18] ppdet.engine INFO: Epoch: [98] [ 980/3251] learning_rate: 0.000142 loss_vfl: 0.712674 loss_bbox: 0.230666 loss_dfl: 0.163120 loss: 1.109103 eta: 3:21:46 batch_cost: 2.1891 data_cost: 0.0014 ips: 12.7904 images/s [11/20 18:53:02] ppdet.engine INFO: Epoch: [98] [1000/3251] learning_rate: 0.000141 loss_vfl: 0.703134 loss_bbox: 0.233514 loss_dfl: 0.164517 loss: 1.105619 eta: 3:21:02 batch_cost: 2.0797 data_cost: 0.0010 ips: 13.4632 images/s [11/20 18:53:47] ppdet.engine INFO: Epoch: [98] [1020/3251] learning_rate: 0.000140 loss_vfl: 0.715017 loss_bbox: 0.243038 loss_dfl: 0.165254 loss: 1.141525 eta: 3:20:18 batch_cost: 2.1317 data_cost: 0.0010 ips: 13.1349 images/s [11/20 18:54:35] ppdet.engine INFO: Epoch: [98] [1040/3251] learning_rate: 0.000139 loss_vfl: 0.683764 loss_bbox: 0.227977 loss_dfl: 0.148989 loss: 1.038549 eta: 3:19:35 batch_cost: 2.2723 data_cost: 0.0013 ips: 12.3224 images/s [11/20 18:55:23] ppdet.engine INFO: Epoch: [98] [1060/3251] learning_rate: 0.000138 loss_vfl: 0.711547 loss_bbox: 0.228878 loss_dfl: 0.163071 loss: 1.100360 eta: 3:18:51 batch_cost: 2.2303 data_cost: 0.0010 ips: 12.5544 images/s [11/20 18:56:09] ppdet.engine INFO: Epoch: [98] [1080/3251] learning_rate: 0.000137 loss_vfl: 0.720364 loss_bbox: 0.226368 loss_dfl: 0.165045 loss: 1.127574 eta: 3:18:07 batch_cost: 2.1852 data_cost: 0.0009 ips: 12.8133 images/s [11/20 18:56:56] ppdet.engine INFO: Epoch: [98] [1100/3251] learning_rate: 0.000136 loss_vfl: 0.723526 loss_bbox: 0.225716 loss_dfl: 0.153645 loss: 1.098635 eta: 3:17:23 batch_cost: 2.2656 data_cost: 0.0012 ips: 12.3587 images/s [11/20 18:57:43] ppdet.engine INFO: Epoch: [98] [1120/3251] learning_rate: 0.000135 loss_vfl: 0.692008 loss_bbox: 0.250490 loss_dfl: 0.185402 loss: 1.117957 eta: 3:16:39 batch_cost: 2.2005 data_cost: 0.0011 ips: 12.7243 images/s [11/20 18:58:32] ppdet.engine INFO: Epoch: [98] [1140/3251] learning_rate: 0.000134 loss_vfl: 0.696285 loss_bbox: 0.241953 loss_dfl: 0.172192 loss: 1.114167 eta: 3:15:55 batch_cost: 2.2750 data_cost: 0.0010 ips: 12.3076 images/s [11/20 18:59:18] ppdet.engine INFO: Epoch: [98] [1160/3251] learning_rate: 0.000133 loss_vfl: 0.710999 loss_bbox: 0.263617 loss_dfl: 0.177621 loss: 1.138142 eta: 3:15:11 batch_cost: 2.1383 data_cost: 0.0011 ips: 13.0943 images/s [11/20 19:00:06] ppdet.engine INFO: Epoch: [98] [1180/3251] learning_rate: 0.000132 loss_vfl: 0.692184 loss_bbox: 0.242528 loss_dfl: 0.172495 loss: 1.107985 eta: 3:14:28 batch_cost: 2.2779 data_cost: 0.0009 ips: 12.2919 images/s [11/20 19:00:54] ppdet.engine INFO: Epoch: [98] [1200/3251] learning_rate: 0.000131 loss_vfl: 0.708291 loss_bbox: 0.261501 loss_dfl: 0.181209 loss: 1.165117 eta: 3:13:44 batch_cost: 2.2918 data_cost: 0.0015 ips: 12.2176 images/s [11/20 19:01:41] ppdet.engine INFO: Epoch: [98] [1220/3251] learning_rate: 0.000130 loss_vfl: 0.694312 loss_bbox: 0.258113 loss_dfl: 0.183362 loss: 1.116657 eta: 3:13:00 batch_cost: 2.2502 data_cost: 0.0013 ips: 12.4434 images/s [11/20 19:02:28] ppdet.engine INFO: Epoch: [98] [1240/3251] learning_rate: 0.000129 loss_vfl: 0.728163 loss_bbox: 0.227871 loss_dfl: 0.171411 loss: 1.157770 eta: 3:12:16 batch_cost: 2.1617 data_cost: 0.0010 ips: 12.9525 images/s [11/20 19:03:15] ppdet.engine INFO: Epoch: [98] [1260/3251] learning_rate: 0.000128 loss_vfl: 0.693677 loss_bbox: 0.250826 loss_dfl: 0.178057 loss: 1.107986 eta: 3:11:32 batch_cost: 2.2116 data_cost: 0.0013 ips: 12.6606 images/s [11/20 19:04:01] ppdet.engine INFO: Epoch: [98] [1280/3251] learning_rate: 0.000127 loss_vfl: 0.702490 loss_bbox: 0.247947 loss_dfl: 0.177317 loss: 1.141971 eta: 3:10:48 batch_cost: 2.1525 data_cost: 0.0010 ips: 13.0081 images/s [11/20 19:04:47] ppdet.engine INFO: Epoch: [98] [1300/3251] learning_rate: 0.000126 loss_vfl: 0.700498 loss_bbox: 0.213841 loss_dfl: 0.155778 loss: 1.099836 eta: 3:10:05 batch_cost: 2.2204 data_cost: 0.0011 ips: 12.6102 images/s [11/20 19:05:35] ppdet.engine INFO: Epoch: [98] [1320/3251] learning_rate: 0.000125 loss_vfl: 0.691520 loss_bbox: 0.241224 loss_dfl: 0.181628 loss: 1.117934 eta: 3:09:21 batch_cost: 2.3019 data_cost: 0.0009 ips: 12.1641 images/s [11/20 19:06:23] ppdet.engine INFO: Epoch: [98] [1340/3251] learning_rate: 0.000124 loss_vfl: 0.709778 loss_bbox: 0.241131 loss_dfl: 0.176097 loss: 1.141107 eta: 3:08:37 batch_cost: 2.2247 data_cost: 0.0010 ips: 12.5860 images/s [11/20 19:07:10] ppdet.engine INFO: Epoch: [98] [1360/3251] learning_rate: 0.000123 loss_vfl: 0.687509 loss_bbox: 0.250628 loss_dfl: 0.183047 loss: 1.122812 eta: 3:07:53 batch_cost: 2.3004 data_cost: 0.0010 ips: 12.1718 images/s [11/20 19:07:57] ppdet.engine INFO: Epoch: [98] [1380/3251] learning_rate: 0.000122 loss_vfl: 0.711918 loss_bbox: 0.258080 loss_dfl: 0.182548 loss: 1.129454 eta: 3:07:09 batch_cost: 2.0869 data_cost: 0.0010 ips: 13.4170 images/s [11/20 19:08:43] ppdet.engine INFO: Epoch: [98] [1400/3251] learning_rate: 0.000122 loss_vfl: 0.713613 loss_bbox: 0.217612 loss_dfl: 0.169878 loss: 1.119529 eta: 3:06:25 batch_cost: 2.2147 data_cost: 0.0010 ips: 12.6428 images/s [11/20 19:09:29] ppdet.engine INFO: Epoch: [98] [1420/3251] learning_rate: 0.000121 loss_vfl: 0.697036 loss_bbox: 0.244379 loss_dfl: 0.174163 loss: 1.142132 eta: 3:05:42 batch_cost: 2.1926 data_cost: 0.0009 ips: 12.7702 images/s [11/20 19:10:16] ppdet.engine INFO: Epoch: [98] [1440/3251] learning_rate: 0.000120 loss_vfl: 0.691907 loss_bbox: 0.241066 loss_dfl: 0.171173 loss: 1.091854 eta: 3:04:58 batch_cost: 2.2267 data_cost: 0.0010 ips: 12.5746 images/s [11/20 19:11:05] ppdet.engine INFO: Epoch: [98] [1460/3251] learning_rate: 0.000119 loss_vfl: 0.724609 loss_bbox: 0.246362 loss_dfl: 0.173088 loss: 1.140263 eta: 3:04:14 batch_cost: 2.2962 data_cost: 0.0010 ips: 12.1943 images/s [11/20 19:11:52] ppdet.engine INFO: Epoch: [98] [1480/3251] learning_rate: 0.000118 loss_vfl: 0.672067 loss_bbox: 0.229902 loss_dfl: 0.171551 loss: 1.076801 eta: 3:03:30 batch_cost: 2.1670 data_cost: 0.0014 ips: 12.9209 images/s [11/20 19:12:42] ppdet.engine INFO: Epoch: [98] [1500/3251] learning_rate: 0.000117 loss_vfl: 0.702607 loss_bbox: 0.246987 loss_dfl: 0.172987 loss: 1.105399 eta: 3:02:46 batch_cost: 2.3824 data_cost: 0.0010 ips: 11.7530 images/s [11/20 19:13:30] ppdet.engine INFO: Epoch: [98] [1520/3251] learning_rate: 0.000116 loss_vfl: 0.695818 loss_bbox: 0.243789 loss_dfl: 0.175274 loss: 1.116220 eta: 3:02:02 batch_cost: 2.2710 data_cost: 0.0010 ips: 12.3293 images/s [11/20 19:14:18] ppdet.engine INFO: Epoch: [98] [1540/3251] learning_rate: 0.000115 loss_vfl: 0.699350 loss_bbox: 0.276105 loss_dfl: 0.194515 loss: 1.155460 eta: 3:01:19 batch_cost: 2.3175 data_cost: 0.0010 ips: 12.0818 images/s [11/20 19:15:07] ppdet.engine INFO: Epoch: [98] [1560/3251] learning_rate: 0.000114 loss_vfl: 0.732001 loss_bbox: 0.239793 loss_dfl: 0.176491 loss: 1.136904 eta: 3:00:35 batch_cost: 2.3296 data_cost: 0.0009 ips: 12.0192 images/s [11/20 19:15:55] ppdet.engine INFO: Epoch: [98] [1580/3251] learning_rate: 0.000113 loss_vfl: 0.677276 loss_bbox: 0.242733 loss_dfl: 0.170750 loss: 1.101195 eta: 2:59:51 batch_cost: 2.2769 data_cost: 0.0011 ips: 12.2974 images/s [11/20 19:16:42] ppdet.engine INFO: Epoch: [98] [1600/3251] learning_rate: 0.000112 loss_vfl: 0.727904 loss_bbox: 0.236111 loss_dfl: 0.163186 loss: 1.116935 eta: 2:59:07 batch_cost: 2.1628 data_cost: 0.0010 ips: 12.9459 images/s [11/20 19:17:31] ppdet.engine INFO: Epoch: [98] [1620/3251] learning_rate: 0.000111 loss_vfl: 0.713620 loss_bbox: 0.268756 loss_dfl: 0.185414 loss: 1.173840 eta: 2:58:23 batch_cost: 2.2550 data_cost: 0.0011 ips: 12.4168 images/s [11/20 19:18:18] ppdet.engine INFO: Epoch: [98] [1640/3251] learning_rate: 0.000110 loss_vfl: 0.695735 loss_bbox: 0.244436 loss_dfl: 0.177532 loss: 1.115630 eta: 2:57:39 batch_cost: 2.2323 data_cost: 0.0010 ips: 12.5434 images/s [11/20 19:19:06] ppdet.engine INFO: Epoch: [98] [1660/3251] learning_rate: 0.000109 loss_vfl: 0.708811 loss_bbox: 0.248644 loss_dfl: 0.178349 loss: 1.131092 eta: 2:56:56 batch_cost: 2.2667 data_cost: 0.0012 ips: 12.3526 images/s [11/20 19:19:53] ppdet.engine INFO: Epoch: [98] [1680/3251] learning_rate: 0.000109 loss_vfl: 0.706345 loss_bbox: 0.243970 loss_dfl: 0.170935 loss: 1.113354 eta: 2:56:12 batch_cost: 2.1781 data_cost: 0.0010 ips: 12.8551 images/s [11/20 19:20:41] ppdet.engine INFO: Epoch: [98] [1700/3251] learning_rate: 0.000108 loss_vfl: 0.715458 loss_bbox: 0.254921 loss_dfl: 0.174312 loss: 1.135660 eta: 2:55:28 batch_cost: 2.2654 data_cost: 0.0010 ips: 12.3600 images/s [11/20 19:21:28] ppdet.engine INFO: Epoch: [98] [1720/3251] learning_rate: 0.000107 loss_vfl: 0.715471 loss_bbox: 0.245551 loss_dfl: 0.177565 loss: 1.129755 eta: 2:54:44 batch_cost: 2.2554 data_cost: 0.0010 ips: 12.4148 images/s [11/20 19:22:15] ppdet.engine INFO: Epoch: [98] [1740/3251] learning_rate: 0.000106 loss_vfl: 0.708137 loss_bbox: 0.247276 loss_dfl: 0.167939 loss: 1.119266 eta: 2:54:00 batch_cost: 2.1832 data_cost: 0.0012 ips: 12.8253 images/s [11/20 19:23:01] ppdet.engine INFO: Epoch: [98] [1760/3251] learning_rate: 0.000105 loss_vfl: 0.725748 loss_bbox: 0.231899 loss_dfl: 0.173181 loss: 1.130807 eta: 2:53:16 batch_cost: 2.1030 data_cost: 0.0013 ips: 13.3146 images/s [11/20 19:23:47] ppdet.engine INFO: Epoch: [98] [1780/3251] learning_rate: 0.000104 loss_vfl: 0.703516 loss_bbox: 0.234399 loss_dfl: 0.157409 loss: 1.087922 eta: 2:52:33 batch_cost: 2.1815 data_cost: 0.0016 ips: 12.8353 images/s [11/20 19:24:34] ppdet.engine INFO: Epoch: [98] [1800/3251] learning_rate: 0.000103 loss_vfl: 0.718713 loss_bbox: 0.246648 loss_dfl: 0.166652 loss: 1.155918 eta: 2:51:49 batch_cost: 2.2425 data_cost: 0.0010 ips: 12.4858 images/s [11/20 19:25:20] ppdet.engine INFO: Epoch: [98] [1820/3251] learning_rate: 0.000102 loss_vfl: 0.708774 loss_bbox: 0.236396 loss_dfl: 0.167153 loss: 1.138054 eta: 2:51:05 batch_cost: 2.2325 data_cost: 0.0010 ips: 12.5421 images/s [11/20 19:26:09] ppdet.engine INFO: Epoch: [98] [1840/3251] learning_rate: 0.000101 loss_vfl: 0.698469 loss_bbox: 0.241528 loss_dfl: 0.170640 loss: 1.101698 eta: 2:50:21 batch_cost: 2.3521 data_cost: 0.0010 ips: 11.9044 images/s [11/20 19:26:56] ppdet.engine INFO: Epoch: [98] [1860/3251] learning_rate: 0.000101 loss_vfl: 0.710759 loss_bbox: 0.243936 loss_dfl: 0.175428 loss: 1.133451 eta: 2:49:37 batch_cost: 2.2137 data_cost: 0.0010 ips: 12.6486 images/s [11/20 19:27:45] ppdet.engine INFO: Epoch: [98] [1880/3251] learning_rate: 0.000100 loss_vfl: 0.726422 loss_bbox: 0.256923 loss_dfl: 0.175169 loss: 1.139348 eta: 2:48:53 batch_cost: 2.1938 data_cost: 0.0015 ips: 12.7634 images/s [11/20 19:28:33] ppdet.engine INFO: Epoch: [98] [1900/3251] learning_rate: 0.000099 loss_vfl: 0.690161 loss_bbox: 0.214891 loss_dfl: 0.158488 loss: 1.117576 eta: 2:48:10 batch_cost: 2.2852 data_cost: 0.0010 ips: 12.2527 images/s [11/20 19:29:21] ppdet.engine INFO: Epoch: [98] [1920/3251] learning_rate: 0.000098 loss_vfl: 0.695000 loss_bbox: 0.271611 loss_dfl: 0.182480 loss: 1.142688 eta: 2:47:26 batch_cost: 2.2695 data_cost: 0.0009 ips: 12.3375 images/s [11/20 19:30:10] ppdet.engine INFO: Epoch: [98] [1940/3251] learning_rate: 0.000097 loss_vfl: 0.708361 loss_bbox: 0.277501 loss_dfl: 0.191195 loss: 1.168022 eta: 2:46:42 batch_cost: 2.2500 data_cost: 0.0009 ips: 12.4447 images/s [11/20 19:30:56] ppdet.engine INFO: Epoch: [98] [1960/3251] learning_rate: 0.000096 loss_vfl: 0.701009 loss_bbox: 0.247055 loss_dfl: 0.181656 loss: 1.121148 eta: 2:45:58 batch_cost: 2.1814 data_cost: 0.0010 ips: 12.8358 images/s [11/20 19:31:45] ppdet.engine INFO: Epoch: [98] [1980/3251] learning_rate: 0.000095 loss_vfl: 0.712207 loss_bbox: 0.220765 loss_dfl: 0.160533 loss: 1.091141 eta: 2:45:14 batch_cost: 2.3138 data_cost: 0.0014 ips: 12.1011 images/s [11/20 19:32:31] ppdet.engine INFO: Epoch: [98] [2000/3251] learning_rate: 0.000095 loss_vfl: 0.712988 loss_bbox: 0.254465 loss_dfl: 0.183832 loss: 1.147821 eta: 2:44:30 batch_cost: 2.1670 data_cost: 0.0010 ips: 12.9208 images/s [11/20 19:33:18] ppdet.engine INFO: Epoch: [98] [2020/3251] learning_rate: 0.000094 loss_vfl: 0.698883 loss_bbox: 0.249615 loss_dfl: 0.170282 loss: 1.115395 eta: 2:43:47 batch_cost: 2.1978 data_cost: 0.0012 ips: 12.7401 images/s [11/20 19:34:04] ppdet.engine INFO: Epoch: [98] [2040/3251] learning_rate: 0.000093 loss_vfl: 0.681474 loss_bbox: 0.228004 loss_dfl: 0.159624 loss: 1.089353 eta: 2:43:03 batch_cost: 2.1667 data_cost: 0.0010 ips: 12.9230 images/s [11/20 19:34:50] ppdet.engine INFO: Epoch: [98] [2060/3251] learning_rate: 0.000092 loss_vfl: 0.708727 loss_bbox: 0.220588 loss_dfl: 0.161979 loss: 1.097317 eta: 2:42:19 batch_cost: 2.1859 data_cost: 0.0009 ips: 12.8096 images/s [11/20 19:35:38] ppdet.engine INFO: Epoch: [98] [2080/3251] learning_rate: 0.000091 loss_vfl: 0.693241 loss_bbox: 0.260305 loss_dfl: 0.176384 loss: 1.169568 eta: 2:41:35 batch_cost: 2.2454 data_cost: 0.0010 ips: 12.4698 images/s [11/20 19:36:27] ppdet.engine INFO: Epoch: [98] [2100/3251] learning_rate: 0.000090 loss_vfl: 0.671031 loss_bbox: 0.243235 loss_dfl: 0.180096 loss: 1.105658 eta: 2:40:51 batch_cost: 2.3125 data_cost: 0.0010 ips: 12.1081 images/s [11/20 19:37:12] ppdet.engine INFO: Epoch: [98] [2120/3251] learning_rate: 0.000090 loss_vfl: 0.693469 loss_bbox: 0.225892 loss_dfl: 0.168529 loss: 1.081960 eta: 2:40:07 batch_cost: 2.1293 data_cost: 0.0010 ips: 13.1501 images/s [11/20 19:37:59] ppdet.engine INFO: Epoch: [98] [2140/3251] learning_rate: 0.000089 loss_vfl: 0.679385 loss_bbox: 0.233703 loss_dfl: 0.166271 loss: 1.066021 eta: 2:39:23 batch_cost: 2.1721 data_cost: 0.0009 ips: 12.8909 images/s [11/20 19:38:46] ppdet.engine INFO: Epoch: [98] [2160/3251] learning_rate: 0.000088 loss_vfl: 0.687223 loss_bbox: 0.231831 loss_dfl: 0.179362 loss: 1.101359 eta: 2:38:40 batch_cost: 2.2847 data_cost: 0.0009 ips: 12.2557 images/s [11/20 19:39:32] ppdet.engine INFO: Epoch: [98] [2180/3251] learning_rate: 0.000087 loss_vfl: 0.684485 loss_bbox: 0.237450 loss_dfl: 0.171138 loss: 1.082161 eta: 2:37:56 batch_cost: 2.1141 data_cost: 0.0018 ips: 13.2442 images/s [11/20 19:40:18] ppdet.engine INFO: Epoch: [98] [2200/3251] learning_rate: 0.000086 loss_vfl: 0.694144 loss_bbox: 0.254482 loss_dfl: 0.176543 loss: 1.135781 eta: 2:37:12 batch_cost: 2.2208 data_cost: 0.0010 ips: 12.6083 images/s [11/20 19:41:06] ppdet.engine INFO: Epoch: [98] [2220/3251] learning_rate: 0.000086 loss_vfl: 0.716617 loss_bbox: 0.238419 loss_dfl: 0.172907 loss: 1.137373 eta: 2:36:28 batch_cost: 2.2121 data_cost: 0.0010 ips: 12.6577 images/s [11/20 19:41:54] ppdet.engine INFO: Epoch: [98] [2240/3251] learning_rate: 0.000085 loss_vfl: 0.691689 loss_bbox: 0.249337 loss_dfl: 0.184217 loss: 1.143991 eta: 2:35:44 batch_cost: 2.2888 data_cost: 0.0010 ips: 12.2334 images/s [11/20 19:42:42] ppdet.engine INFO: Epoch: [98] [2260/3251] learning_rate: 0.000084 loss_vfl: 0.698250 loss_bbox: 0.258235 loss_dfl: 0.189751 loss: 1.124490 eta: 2:35:00 batch_cost: 2.3257 data_cost: 0.0011 ips: 12.0396 images/s [11/20 19:43:29] ppdet.engine INFO: Epoch: [98] [2280/3251] learning_rate: 0.000083 loss_vfl: 0.726896 loss_bbox: 0.239149 loss_dfl: 0.171338 loss: 1.133859 eta: 2:34:17 batch_cost: 2.2311 data_cost: 0.0011 ips: 12.5498 images/s [11/20 19:44:16] ppdet.engine INFO: Epoch: [98] [2300/3251] learning_rate: 0.000082 loss_vfl: 0.702457 loss_bbox: 0.271870 loss_dfl: 0.176469 loss: 1.165457 eta: 2:33:33 batch_cost: 2.2032 data_cost: 0.0011 ips: 12.7088 images/s [11/20 19:45:01] ppdet.engine INFO: Epoch: [98] [2320/3251] learning_rate: 0.000082 loss_vfl: 0.725936 loss_bbox: 0.246296 loss_dfl: 0.179822 loss: 1.136575 eta: 2:32:49 batch_cost: 2.1487 data_cost: 0.0010 ips: 13.0310 images/s [11/20 19:45:48] ppdet.engine INFO: Epoch: [98] [2340/3251] learning_rate: 0.000081 loss_vfl: 0.700122 loss_bbox: 0.244774 loss_dfl: 0.173350 loss: 1.123627 eta: 2:32:05 batch_cost: 2.2190 data_cost: 0.0011 ips: 12.6186 images/s [11/20 19:46:36] ppdet.engine INFO: Epoch: [98] [2360/3251] learning_rate: 0.000080 loss_vfl: 0.685631 loss_bbox: 0.243081 loss_dfl: 0.172293 loss: 1.109453 eta: 2:31:21 batch_cost: 2.1382 data_cost: 0.0010 ips: 13.0954 images/s [11/20 19:47:22] ppdet.engine INFO: Epoch: [98] [2380/3251] learning_rate: 0.000079 loss_vfl: 0.697286 loss_bbox: 0.245147 loss_dfl: 0.175288 loss: 1.102046 eta: 2:30:37 batch_cost: 2.1721 data_cost: 0.0010 ips: 12.8910 images/s [11/20 19:48:08] ppdet.engine INFO: Epoch: [98] [2400/3251] learning_rate: 0.000079 loss_vfl: 0.711193 loss_bbox: 0.241459 loss_dfl: 0.167264 loss: 1.153314 eta: 2:29:53 batch_cost: 2.1339 data_cost: 0.0009 ips: 13.1218 images/s [11/20 19:48:55] ppdet.engine INFO: Epoch: [98] [2420/3251] learning_rate: 0.000078 loss_vfl: 0.709478 loss_bbox: 0.235041 loss_dfl: 0.172404 loss: 1.117229 eta: 2:29:10 batch_cost: 2.2168 data_cost: 0.0010 ips: 12.6310 images/s [11/20 19:49:41] ppdet.engine INFO: Epoch: [98] [2440/3251] learning_rate: 0.000077 loss_vfl: 0.681875 loss_bbox: 0.284562 loss_dfl: 0.193144 loss: 1.170232 eta: 2:28:26 batch_cost: 2.1739 data_cost: 0.0011 ips: 12.8798 images/s [11/20 19:50:27] ppdet.engine INFO: Epoch: [98] [2460/3251] learning_rate: 0.000076 loss_vfl: 0.705053 loss_bbox: 0.252625 loss_dfl: 0.170322 loss: 1.116441 eta: 2:27:42 batch_cost: 2.1711 data_cost: 0.0012 ips: 12.8967 images/s [11/20 19:51:13] ppdet.engine INFO: Epoch: [98] [2480/3251] learning_rate: 0.000076 loss_vfl: 0.713524 loss_bbox: 0.266579 loss_dfl: 0.185043 loss: 1.186721 eta: 2:26:58 batch_cost: 2.1131 data_cost: 0.0034 ips: 13.2508 images/s [11/20 19:52:01] ppdet.engine INFO: Epoch: [98] [2500/3251] learning_rate: 0.000075 loss_vfl: 0.701092 loss_bbox: 0.241713 loss_dfl: 0.181932 loss: 1.135512 eta: 2:26:14 batch_cost: 2.2603 data_cost: 0.0012 ips: 12.3877 images/s [11/20 19:52:49] ppdet.engine INFO: Epoch: [98] [2520/3251] learning_rate: 0.000074 loss_vfl: 0.712877 loss_bbox: 0.261231 loss_dfl: 0.186229 loss: 1.156671 eta: 2:25:30 batch_cost: 2.2787 data_cost: 0.0010 ips: 12.2875 images/s [11/20 19:53:36] ppdet.engine INFO: Epoch: [98] [2540/3251] learning_rate: 0.000073 loss_vfl: 0.711448 loss_bbox: 0.251240 loss_dfl: 0.181494 loss: 1.152102 eta: 2:24:46 batch_cost: 2.2431 data_cost: 0.0010 ips: 12.4826 images/s [11/20 19:54:23] ppdet.engine INFO: Epoch: [98] [2560/3251] learning_rate: 0.000073 loss_vfl: 0.682279 loss_bbox: 0.221904 loss_dfl: 0.152723 loss: 1.056548 eta: 2:24:03 batch_cost: 2.1649 data_cost: 0.0012 ips: 12.9336 images/s [11/20 19:55:08] ppdet.engine INFO: Epoch: [98] [2580/3251] learning_rate: 0.000072 loss_vfl: 0.701412 loss_bbox: 0.266331 loss_dfl: 0.181021 loss: 1.141964 eta: 2:23:19 batch_cost: 2.0775 data_cost: 0.0010 ips: 13.4778 images/s [11/20 19:55:55] ppdet.engine INFO: Epoch: [98] [2600/3251] learning_rate: 0.000071 loss_vfl: 0.704468 loss_bbox: 0.255044 loss_dfl: 0.186128 loss: 1.140975 eta: 2:22:35 batch_cost: 2.2819 data_cost: 0.0010 ips: 12.2705 images/s [11/20 19:56:43] ppdet.engine INFO: Epoch: [98] [2620/3251] learning_rate: 0.000070 loss_vfl: 0.697943 loss_bbox: 0.287248 loss_dfl: 0.196669 loss: 1.182787 eta: 2:21:51 batch_cost: 2.2368 data_cost: 0.0009 ips: 12.5179 images/s [11/20 19:57:30] ppdet.engine INFO: Epoch: [98] [2640/3251] learning_rate: 0.000070 loss_vfl: 0.716786 loss_bbox: 0.247014 loss_dfl: 0.174907 loss: 1.142670 eta: 2:21:07 batch_cost: 2.2320 data_cost: 0.0010 ips: 12.5446 images/s [11/20 19:58:16] ppdet.engine INFO: Epoch: [98] [2660/3251] learning_rate: 0.000069 loss_vfl: 0.691916 loss_bbox: 0.242637 loss_dfl: 0.171012 loss: 1.098078 eta: 2:20:23 batch_cost: 2.0909 data_cost: 0.0010 ips: 13.3913 images/s [11/20 19:59:04] ppdet.engine INFO: Epoch: [98] [2680/3251] learning_rate: 0.000068 loss_vfl: 0.700485 loss_bbox: 0.261796 loss_dfl: 0.175007 loss: 1.152808 eta: 2:19:40 batch_cost: 2.2978 data_cost: 0.0013 ips: 12.1853 images/s [11/20 19:59:51] ppdet.engine INFO: Epoch: [98] [2700/3251] learning_rate: 0.000067 loss_vfl: 0.718556 loss_bbox: 0.244895 loss_dfl: 0.175649 loss: 1.119650 eta: 2:18:56 batch_cost: 2.2220 data_cost: 0.0015 ips: 12.6015 images/s [11/20 20:00:38] ppdet.engine INFO: Epoch: [98] [2720/3251] learning_rate: 0.000067 loss_vfl: 0.722800 loss_bbox: 0.220820 loss_dfl: 0.156602 loss: 1.110595 eta: 2:18:12 batch_cost: 2.2449 data_cost: 0.0010 ips: 12.4727 images/s [11/20 20:01:24] ppdet.engine INFO: Epoch: [98] [2740/3251] learning_rate: 0.000066 loss_vfl: 0.674810 loss_bbox: 0.228199 loss_dfl: 0.162283 loss: 1.096408 eta: 2:17:28 batch_cost: 2.2206 data_cost: 0.0013 ips: 12.6093 images/s [11/20 20:02:12] ppdet.engine INFO: Epoch: [98] [2760/3251] learning_rate: 0.000065 loss_vfl: 0.687650 loss_bbox: 0.257227 loss_dfl: 0.176986 loss: 1.124029 eta: 2:16:44 batch_cost: 2.3190 data_cost: 0.0009 ips: 12.0744 images/s [11/20 20:03:00] ppdet.engine INFO: Epoch: [98] [2780/3251] learning_rate: 0.000065 loss_vfl: 0.703002 loss_bbox: 0.200008 loss_dfl: 0.153326 loss: 1.056356 eta: 2:16:00 batch_cost: 2.2727 data_cost: 0.0010 ips: 12.3204 images/s [11/20 20:03:45] ppdet.engine INFO: Epoch: [98] [2800/3251] learning_rate: 0.000064 loss_vfl: 0.718821 loss_bbox: 0.285694 loss_dfl: 0.191064 loss: 1.184272 eta: 2:15:16 batch_cost: 2.1555 data_cost: 0.0012 ips: 12.9902 images/s [11/20 20:04:34] ppdet.engine INFO: Epoch: [98] [2820/3251] learning_rate: 0.000063 loss_vfl: 0.690307 loss_bbox: 0.251494 loss_dfl: 0.178200 loss: 1.133458 eta: 2:14:33 batch_cost: 2.2732 data_cost: 0.0014 ips: 12.3173 images/s [11/20 20:05:20] ppdet.engine INFO: Epoch: [98] [2840/3251] learning_rate: 0.000063 loss_vfl: 0.698505 loss_bbox: 0.248307 loss_dfl: 0.168856 loss: 1.112899 eta: 2:13:49 batch_cost: 2.2032 data_cost: 0.0020 ips: 12.7087 images/s [11/20 20:06:06] ppdet.engine INFO: Epoch: [98] [2860/3251] learning_rate: 0.000062 loss_vfl: 0.711743 loss_bbox: 0.228256 loss_dfl: 0.163340 loss: 1.114325 eta: 2:13:05 batch_cost: 2.1794 data_cost: 0.0012 ips: 12.8477 images/s [11/20 20:06:54] ppdet.engine INFO: Epoch: [98] [2880/3251] learning_rate: 0.000061 loss_vfl: 0.690572 loss_bbox: 0.239809 loss_dfl: 0.167846 loss: 1.101847 eta: 2:12:21 batch_cost: 2.2507 data_cost: 0.0010 ips: 12.4406 images/s [11/20 20:07:42] ppdet.engine INFO: Epoch: [98] [2900/3251] learning_rate: 0.000061 loss_vfl: 0.713012 loss_bbox: 0.230337 loss_dfl: 0.171781 loss: 1.095104 eta: 2:11:37 batch_cost: 2.2067 data_cost: 0.0014 ips: 12.6886 images/s [11/20 20:08:32] ppdet.engine INFO: Epoch: [98] [2920/3251] learning_rate: 0.000060 loss_vfl: 0.702397 loss_bbox: 0.246168 loss_dfl: 0.172309 loss: 1.130835 eta: 2:10:53 batch_cost: 2.3499 data_cost: 0.0009 ips: 11.9155 images/s [11/20 20:09:19] ppdet.engine INFO: Epoch: [98] [2940/3251] learning_rate: 0.000059 loss_vfl: 0.696120 loss_bbox: 0.236903 loss_dfl: 0.175772 loss: 1.105849 eta: 2:10:10 batch_cost: 2.1905 data_cost: 0.0009 ips: 12.7827 images/s [11/20 20:10:10] ppdet.engine INFO: Epoch: [98] [2960/3251] learning_rate: 0.000059 loss_vfl: 0.705309 loss_bbox: 0.230487 loss_dfl: 0.163628 loss: 1.107525 eta: 2:09:26 batch_cost: 2.4567 data_cost: 0.0010 ips: 11.3976 images/s [11/20 20:10:59] ppdet.engine INFO: Epoch: [98] [2980/3251] learning_rate: 0.000058 loss_vfl: 0.700489 loss_bbox: 0.262608 loss_dfl: 0.179793 loss: 1.131753 eta: 2:08:42 batch_cost: 2.3157 data_cost: 0.0010 ips: 12.0915 images/s [11/20 20:11:46] ppdet.engine INFO: Epoch: [98] [3000/3251] learning_rate: 0.000057 loss_vfl: 0.711469 loss_bbox: 0.218385 loss_dfl: 0.166231 loss: 1.098478 eta: 2:07:58 batch_cost: 2.1623 data_cost: 0.0018 ips: 12.9493 images/s [11/20 20:12:32] ppdet.engine INFO: Epoch: [98] [3020/3251] learning_rate: 0.000057 loss_vfl: 0.713546 loss_bbox: 0.227063 loss_dfl: 0.164960 loss: 1.069541 eta: 2:07:14 batch_cost: 2.0830 data_cost: 0.0009 ips: 13.4419 images/s [11/20 20:13:20] ppdet.engine INFO: Epoch: [98] [3040/3251] learning_rate: 0.000056 loss_vfl: 0.700326 loss_bbox: 0.217533 loss_dfl: 0.162197 loss: 1.074200 eta: 2:06:30 batch_cost: 2.2993 data_cost: 0.0009 ips: 12.1774 images/s [11/20 20:14:06] ppdet.engine INFO: Epoch: [98] [3060/3251] learning_rate: 0.000055 loss_vfl: 0.714907 loss_bbox: 0.235524 loss_dfl: 0.176897 loss: 1.144090 eta: 2:05:47 batch_cost: 2.1730 data_cost: 0.0010 ips: 12.8854 images/s [11/20 20:14:55] ppdet.engine INFO: Epoch: [98] [3080/3251] learning_rate: 0.000055 loss_vfl: 0.709404 loss_bbox: 0.254393 loss_dfl: 0.185447 loss: 1.167317 eta: 2:05:03 batch_cost: 2.3025 data_cost: 0.0010 ips: 12.1609 images/s [11/20 20:15:40] ppdet.engine INFO: Epoch: [98] [3100/3251] learning_rate: 0.000054 loss_vfl: 0.707361 loss_bbox: 0.241504 loss_dfl: 0.181742 loss: 1.114598 eta: 2:04:19 batch_cost: 2.0875 data_cost: 0.0017 ips: 13.4129 images/s [11/20 20:16:28] ppdet.engine INFO: Epoch: [98] [3120/3251] learning_rate: 0.000053 loss_vfl: 0.736767 loss_bbox: 0.263466 loss_dfl: 0.191852 loss: 1.184932 eta: 2:03:35 batch_cost: 2.2827 data_cost: 0.0009 ips: 12.2660 images/s [11/20 20:17:14] ppdet.engine INFO: Epoch: [98] [3140/3251] learning_rate: 0.000053 loss_vfl: 0.715762 loss_bbox: 0.245509 loss_dfl: 0.174576 loss: 1.134190 eta: 2:02:51 batch_cost: 2.2289 data_cost: 0.0009 ips: 12.5623 images/s [11/20 20:18:02] ppdet.engine INFO: Epoch: [98] [3160/3251] learning_rate: 0.000052 loss_vfl: 0.694733 loss_bbox: 0.263843 loss_dfl: 0.178427 loss: 1.104024 eta: 2:02:07 batch_cost: 2.2483 data_cost: 0.0009 ips: 12.4541 images/s [11/20 20:18:49] ppdet.engine INFO: Epoch: [98] [3180/3251] learning_rate: 0.000052 loss_vfl: 0.678042 loss_bbox: 0.240091 loss_dfl: 0.169731 loss: 1.087549 eta: 2:01:23 batch_cost: 2.1977 data_cost: 0.0013 ips: 12.7408 images/s [11/20 20:19:39] ppdet.engine INFO: Epoch: [98] [3200/3251] learning_rate: 0.000051 loss_vfl: 0.695530 loss_bbox: 0.246558 loss_dfl: 0.169080 loss: 1.113487 eta: 2:00:40 batch_cost: 2.3222 data_cost: 0.0009 ips: 12.0574 images/s [11/20 20:20:26] ppdet.engine INFO: Epoch: [98] [3220/3251] learning_rate: 0.000050 loss_vfl: 0.685637 loss_bbox: 0.243619 loss_dfl: 0.169079 loss: 1.114438 eta: 1:59:56 batch_cost: 2.2252 data_cost: 0.0011 ips: 12.5832 images/s [11/20 20:21:12] ppdet.engine INFO: Epoch: [98] [3240/3251] learning_rate: 0.000050 loss_vfl: 0.691771 loss_bbox: 0.199091 loss_dfl: 0.150403 loss: 1.045418 eta: 1:59:12 batch_cost: 2.1410 data_cost: 0.0014 ips: 13.0781 images/s [11/20 20:21:53] ppdet.engine INFO: Epoch: [99] [ 0/3251] learning_rate: 0.000049 loss_vfl: 0.690913 loss_bbox: 0.209964 loss_dfl: 0.154905 loss: 1.071901 eta: 1:58:48 batch_cost: 2.4806 data_cost: 0.8761 ips: 11.2875 images/s [11/20 20:22:47] ppdet.engine INFO: Epoch: [99] [ 20/3251] learning_rate: 0.000049 loss_vfl: 0.700525 loss_bbox: 0.228307 loss_dfl: 0.165703 loss: 1.117698 eta: 1:58:04 batch_cost: 2.5668 data_cost: 0.0014 ips: 10.9084 images/s [11/20 20:23:34] ppdet.engine INFO: Epoch: [99] [ 40/3251] learning_rate: 0.000048 loss_vfl: 0.705966 loss_bbox: 0.247083 loss_dfl: 0.181039 loss: 1.104542 eta: 1:57:20 batch_cost: 2.2021 data_cost: 0.0012 ips: 12.7149 images/s [11/20 20:24:22] ppdet.engine INFO: Epoch: [99] [ 60/3251] learning_rate: 0.000048 loss_vfl: 0.697429 loss_bbox: 0.248684 loss_dfl: 0.175105 loss: 1.126454 eta: 1:56:36 batch_cost: 2.1239 data_cost: 0.0009 ips: 13.1835 images/s [11/20 20:25:12] ppdet.engine INFO: Epoch: [99] [ 80/3251] learning_rate: 0.000047 loss_vfl: 0.698286 loss_bbox: 0.248002 loss_dfl: 0.178022 loss: 1.122400 eta: 1:55:53 batch_cost: 2.4273 data_cost: 0.0009 ips: 11.5353 images/s [11/20 20:25:58] ppdet.engine INFO: Epoch: [99] [ 100/3251] learning_rate: 0.000046 loss_vfl: 0.678162 loss_bbox: 0.244817 loss_dfl: 0.173104 loss: 1.097731 eta: 1:55:09 batch_cost: 2.1487 data_cost: 0.0011 ips: 13.0309 images/s [11/20 20:26:46] ppdet.engine INFO: Epoch: [99] [ 120/3251] learning_rate: 0.000046 loss_vfl: 0.688670 loss_bbox: 0.240115 loss_dfl: 0.162656 loss: 1.130371 eta: 1:54:25 batch_cost: 2.3047 data_cost: 0.0009 ips: 12.1492 images/s [11/20 20:27:34] ppdet.engine INFO: Epoch: [99] [ 140/3251] learning_rate: 0.000045 loss_vfl: 0.685726 loss_bbox: 0.220684 loss_dfl: 0.173958 loss: 1.102326 eta: 1:53:41 batch_cost: 2.2178 data_cost: 0.0010 ips: 12.6250 images/s [11/20 20:28:21] ppdet.engine INFO: Epoch: [99] [ 160/3251] learning_rate: 0.000045 loss_vfl: 0.702366 loss_bbox: 0.224600 loss_dfl: 0.163363 loss: 1.128605 eta: 1:52:57 batch_cost: 2.2217 data_cost: 0.0011 ips: 12.6030 images/s [11/20 20:29:08] ppdet.engine INFO: Epoch: [99] [ 180/3251] learning_rate: 0.000044 loss_vfl: 0.692963 loss_bbox: 0.228845 loss_dfl: 0.166612 loss: 1.093160 eta: 1:52:13 batch_cost: 2.1690 data_cost: 0.0010 ips: 12.9095 images/s [11/20 20:29:56] ppdet.engine INFO: Epoch: [99] [ 200/3251] learning_rate: 0.000043 loss_vfl: 0.711177 loss_bbox: 0.249053 loss_dfl: 0.165122 loss: 1.113863 eta: 1:51:29 batch_cost: 2.3256 data_cost: 0.0010 ips: 12.0400 images/s [11/20 20:30:45] ppdet.engine INFO: Epoch: [99] [ 220/3251] learning_rate: 0.000043 loss_vfl: 0.712270 loss_bbox: 0.244087 loss_dfl: 0.175111 loss: 1.130443 eta: 1:50:46 batch_cost: 2.2629 data_cost: 0.0010 ips: 12.3735 images/s [11/20 20:31:31] ppdet.engine INFO: Epoch: [99] [ 240/3251] learning_rate: 0.000042 loss_vfl: 0.696423 loss_bbox: 0.262560 loss_dfl: 0.181160 loss: 1.144561 eta: 1:50:02 batch_cost: 2.2071 data_cost: 0.0011 ips: 12.6862 images/s [11/20 20:32:19] ppdet.engine INFO: Epoch: [99] [ 260/3251] learning_rate: 0.000042 loss_vfl: 0.683135 loss_bbox: 0.249125 loss_dfl: 0.178858 loss: 1.111750 eta: 1:49:18 batch_cost: 2.2654 data_cost: 0.0011 ips: 12.3598 images/s [11/20 20:33:08] ppdet.engine INFO: Epoch: [99] [ 280/3251] learning_rate: 0.000041 loss_vfl: 0.705757 loss_bbox: 0.219830 loss_dfl: 0.156290 loss: 1.067746 eta: 1:48:34 batch_cost: 2.3581 data_cost: 0.0009 ips: 11.8740 images/s [11/20 20:33:53] ppdet.engine INFO: Epoch: [99] [ 300/3251] learning_rate: 0.000041 loss_vfl: 0.705460 loss_bbox: 0.251226 loss_dfl: 0.175984 loss: 1.124247 eta: 1:47:50 batch_cost: 2.1283 data_cost: 0.0010 ips: 13.1558 images/s [11/20 20:34:41] ppdet.engine INFO: Epoch: [99] [ 320/3251] learning_rate: 0.000040 loss_vfl: 0.693114 loss_bbox: 0.245532 loss_dfl: 0.171363 loss: 1.117262 eta: 1:47:06 batch_cost: 2.2951 data_cost: 0.0009 ips: 12.1997 images/s [11/20 20:35:27] ppdet.engine INFO: Epoch: [99] [ 340/3251] learning_rate: 0.000040 loss_vfl: 0.702531 loss_bbox: 0.259419 loss_dfl: 0.178220 loss: 1.164592 eta: 1:46:23 batch_cost: 2.0962 data_cost: 0.0011 ips: 13.3573 images/s [11/20 20:36:16] ppdet.engine INFO: Epoch: [99] [ 360/3251] learning_rate: 0.000039 loss_vfl: 0.691851 loss_bbox: 0.234284 loss_dfl: 0.165326 loss: 1.118119 eta: 1:45:39 batch_cost: 2.3182 data_cost: 0.0013 ips: 12.0785 images/s [11/20 20:37:03] ppdet.engine INFO: Epoch: [99] [ 380/3251] learning_rate: 0.000038 loss_vfl: 0.692043 loss_bbox: 0.232030 loss_dfl: 0.169158 loss: 1.132734 eta: 1:44:55 batch_cost: 2.2011 data_cost: 0.0010 ips: 12.7207 images/s [11/20 20:37:50] ppdet.engine INFO: Epoch: [99] [ 400/3251] learning_rate: 0.000038 loss_vfl: 0.676054 loss_bbox: 0.244352 loss_dfl: 0.166338 loss: 1.100173 eta: 1:44:11 batch_cost: 2.2487 data_cost: 0.0010 ips: 12.4519 images/s [11/20 20:38:39] ppdet.engine INFO: Epoch: [99] [ 420/3251] learning_rate: 0.000037 loss_vfl: 0.712648 loss_bbox: 0.248305 loss_dfl: 0.171797 loss: 1.152488 eta: 1:43:27 batch_cost: 2.3668 data_cost: 0.0010 ips: 11.8302 images/s [11/20 20:39:24] ppdet.engine INFO: Epoch: [99] [ 440/3251] learning_rate: 0.000037 loss_vfl: 0.704812 loss_bbox: 0.238411 loss_dfl: 0.171471 loss: 1.131142 eta: 1:42:43 batch_cost: 2.1036 data_cost: 0.0011 ips: 13.3107 images/s [11/20 20:40:11] ppdet.engine INFO: Epoch: [99] [ 460/3251] learning_rate: 0.000036 loss_vfl: 0.710268 loss_bbox: 0.227981 loss_dfl: 0.171272 loss: 1.078056 eta: 1:41:59 batch_cost: 2.2181 data_cost: 0.0009 ips: 12.6234 images/s [11/20 20:40:59] ppdet.engine INFO: Epoch: [99] [ 480/3251] learning_rate: 0.000036 loss_vfl: 0.708160 loss_bbox: 0.250123 loss_dfl: 0.175860 loss: 1.105588 eta: 1:41:16 batch_cost: 2.2652 data_cost: 0.0010 ips: 12.3609 images/s [11/20 20:41:47] ppdet.engine INFO: Epoch: [99] [ 500/3251] learning_rate: 0.000035 loss_vfl: 0.690639 loss_bbox: 0.256193 loss_dfl: 0.189045 loss: 1.132545 eta: 1:40:32 batch_cost: 2.2634 data_cost: 0.0013 ips: 12.3708 images/s [11/20 20:42:34] ppdet.engine INFO: Epoch: [99] [ 520/3251] learning_rate: 0.000035 loss_vfl: 0.707727 loss_bbox: 0.233533 loss_dfl: 0.168777 loss: 1.112634 eta: 1:39:48 batch_cost: 2.2497 data_cost: 0.0009 ips: 12.4462 images/s [11/20 20:43:21] ppdet.engine INFO: Epoch: [99] [ 540/3251] learning_rate: 0.000034 loss_vfl: 0.698400 loss_bbox: 0.246693 loss_dfl: 0.168319 loss: 1.114424 eta: 1:39:04 batch_cost: 2.2383 data_cost: 0.0010 ips: 12.5095 images/s [11/20 20:44:09] ppdet.engine INFO: Epoch: [99] [ 560/3251] learning_rate: 0.000034 loss_vfl: 0.709554 loss_bbox: 0.241086 loss_dfl: 0.168397 loss: 1.120327 eta: 1:38:20 batch_cost: 2.1910 data_cost: 0.0009 ips: 12.7797 images/s [11/20 20:44:56] ppdet.engine INFO: Epoch: [99] [ 580/3251] learning_rate: 0.000033 loss_vfl: 0.697900 loss_bbox: 0.236626 loss_dfl: 0.163286 loss: 1.108332 eta: 1:37:36 batch_cost: 2.1824 data_cost: 0.0010 ips: 12.8296 images/s [11/20 20:45:43] ppdet.engine INFO: Epoch: [99] [ 600/3251] learning_rate: 0.000033 loss_vfl: 0.681906 loss_bbox: 0.257600 loss_dfl: 0.173923 loss: 1.097063 eta: 1:36:53 batch_cost: 2.2358 data_cost: 0.0011 ips: 12.5232 images/s [11/20 20:46:29] ppdet.engine INFO: Epoch: [99] [ 620/3251] learning_rate: 0.000032 loss_vfl: 0.714996 loss_bbox: 0.280232 loss_dfl: 0.189448 loss: 1.178549 eta: 1:36:09 batch_cost: 2.1989 data_cost: 0.0009 ips: 12.7338 images/s [11/20 20:47:16] ppdet.engine INFO: Epoch: [99] [ 640/3251] learning_rate: 0.000032 loss_vfl: 0.716623 loss_bbox: 0.250408 loss_dfl: 0.187663 loss: 1.151783 eta: 1:35:25 batch_cost: 2.1222 data_cost: 0.0013 ips: 13.1941 images/s [11/20 20:48:04] ppdet.engine INFO: Epoch: [99] [ 660/3251] learning_rate: 0.000031 loss_vfl: 0.699501 loss_bbox: 0.255760 loss_dfl: 0.178696 loss: 1.159794 eta: 1:34:41 batch_cost: 2.3337 data_cost: 0.0011 ips: 11.9983 images/s [11/20 20:48:53] ppdet.engine INFO: Epoch: [99] [ 680/3251] learning_rate: 0.000031 loss_vfl: 0.710372 loss_bbox: 0.245099 loss_dfl: 0.173746 loss: 1.117646 eta: 1:33:57 batch_cost: 2.2948 data_cost: 0.0016 ips: 12.2014 images/s [11/20 20:49:40] ppdet.engine INFO: Epoch: [99] [ 700/3251] learning_rate: 0.000030 loss_vfl: 0.721239 loss_bbox: 0.242182 loss_dfl: 0.170035 loss: 1.139796 eta: 1:33:13 batch_cost: 2.2394 data_cost: 0.0010 ips: 12.5035 images/s [11/20 20:50:26] ppdet.engine INFO: Epoch: [99] [ 720/3251] learning_rate: 0.000030 loss_vfl: 0.704727 loss_bbox: 0.229107 loss_dfl: 0.176808 loss: 1.112795 eta: 1:32:29 batch_cost: 2.1830 data_cost: 0.0009 ips: 12.8264 images/s [11/20 20:51:15] ppdet.engine INFO: Epoch: [99] [ 740/3251] learning_rate: 0.000029 loss_vfl: 0.721703 loss_bbox: 0.247337 loss_dfl: 0.179437 loss: 1.149716 eta: 1:31:46 batch_cost: 2.2920 data_cost: 0.0009 ips: 12.2162 images/s [11/20 20:52:03] ppdet.engine INFO: Epoch: [99] [ 760/3251] learning_rate: 0.000029 loss_vfl: 0.685110 loss_bbox: 0.237478 loss_dfl: 0.174114 loss: 1.111998 eta: 1:31:02 batch_cost: 2.2903 data_cost: 0.0011 ips: 12.2253 images/s [11/20 20:52:51] ppdet.engine INFO: Epoch: [99] [ 780/3251] learning_rate: 0.000029 loss_vfl: 0.692497 loss_bbox: 0.271830 loss_dfl: 0.185771 loss: 1.170154 eta: 1:30:18 batch_cost: 2.2053 data_cost: 0.0010 ips: 12.6964 images/s [11/20 20:53:39] ppdet.engine INFO: Epoch: [99] [ 800/3251] learning_rate: 0.000028 loss_vfl: 0.724894 loss_bbox: 0.242742 loss_dfl: 0.164543 loss: 1.134849 eta: 1:29:34 batch_cost: 2.3247 data_cost: 0.0009 ips: 12.0447 images/s [11/20 20:54:27] ppdet.engine INFO: Epoch: [99] [ 820/3251] learning_rate: 0.000028 loss_vfl: 0.694968 loss_bbox: 0.242959 loss_dfl: 0.176051 loss: 1.108048 eta: 1:28:50 batch_cost: 2.2734 data_cost: 0.0011 ips: 12.3164 images/s [11/20 20:55:14] ppdet.engine INFO: Epoch: [99] [ 840/3251] learning_rate: 0.000027 loss_vfl: 0.693599 loss_bbox: 0.252025 loss_dfl: 0.176638 loss: 1.093066 eta: 1:28:06 batch_cost: 2.2312 data_cost: 0.0009 ips: 12.5491 images/s [11/20 20:56:02] ppdet.engine INFO: Epoch: [99] [ 860/3251] learning_rate: 0.000027 loss_vfl: 0.693499 loss_bbox: 0.239700 loss_dfl: 0.174361 loss: 1.103483 eta: 1:27:23 batch_cost: 2.1354 data_cost: 0.0015 ips: 13.1122 images/s [11/20 20:56:50] ppdet.engine INFO: Epoch: [99] [ 880/3251] learning_rate: 0.000026 loss_vfl: 0.708498 loss_bbox: 0.212304 loss_dfl: 0.158375 loss: 1.110315 eta: 1:26:39 batch_cost: 2.2841 data_cost: 0.0011 ips: 12.2586 images/s [11/20 20:57:36] ppdet.engine INFO: Epoch: [99] [ 900/3251] learning_rate: 0.000026 loss_vfl: 0.701592 loss_bbox: 0.242382 loss_dfl: 0.173654 loss: 1.102013 eta: 1:25:55 batch_cost: 2.1681 data_cost: 0.0011 ips: 12.9146 images/s [11/20 20:58:21] ppdet.engine INFO: Epoch: [99] [ 920/3251] learning_rate: 0.000025 loss_vfl: 0.706126 loss_bbox: 0.255204 loss_dfl: 0.171360 loss: 1.133799 eta: 1:25:11 batch_cost: 2.1197 data_cost: 0.0009 ips: 13.2097 images/s [11/20 20:59:06] ppdet.engine INFO: Epoch: [99] [ 940/3251] learning_rate: 0.000025 loss_vfl: 0.724751 loss_bbox: 0.225724 loss_dfl: 0.161379 loss: 1.125712 eta: 1:24:27 batch_cost: 2.1553 data_cost: 0.0010 ips: 12.9911 images/s [11/20 20:59:53] ppdet.engine INFO: Epoch: [99] [ 960/3251] learning_rate: 0.000025 loss_vfl: 0.728208 loss_bbox: 0.253352 loss_dfl: 0.178706 loss: 1.157284 eta: 1:23:43 batch_cost: 2.2326 data_cost: 0.0013 ips: 12.5413 images/s [11/20 21:00:41] ppdet.engine INFO: Epoch: [99] [ 980/3251] learning_rate: 0.000024 loss_vfl: 0.705207 loss_bbox: 0.256619 loss_dfl: 0.189040 loss: 1.148321 eta: 1:22:59 batch_cost: 2.2057 data_cost: 0.0010 ips: 12.6944 images/s [11/20 21:01:26] ppdet.engine INFO: Epoch: [99] [1000/3251] learning_rate: 0.000024 loss_vfl: 0.682916 loss_bbox: 0.231429 loss_dfl: 0.160629 loss: 1.107133 eta: 1:22:16 batch_cost: 2.0866 data_cost: 0.0011 ips: 13.4191 images/s [11/20 21:02:15] ppdet.engine INFO: Epoch: [99] [1020/3251] learning_rate: 0.000023 loss_vfl: 0.712016 loss_bbox: 0.238706 loss_dfl: 0.178325 loss: 1.132075 eta: 1:21:32 batch_cost: 2.2874 data_cost: 0.0010 ips: 12.2411 images/s [11/20 21:03:02] ppdet.engine INFO: Epoch: [99] [1040/3251] learning_rate: 0.000023 loss_vfl: 0.689358 loss_bbox: 0.235232 loss_dfl: 0.175382 loss: 1.085643 eta: 1:20:48 batch_cost: 2.2004 data_cost: 0.0010 ips: 12.7247 images/s [11/20 21:03:48] ppdet.engine INFO: Epoch: [99] [1060/3251] learning_rate: 0.000022 loss_vfl: 0.703987 loss_bbox: 0.219172 loss_dfl: 0.161685 loss: 1.100793 eta: 1:20:04 batch_cost: 2.1735 data_cost: 0.0009 ips: 12.8822 images/s [11/20 21:04:34] ppdet.engine INFO: Epoch: [99] [1080/3251] learning_rate: 0.000022 loss_vfl: 0.683173 loss_bbox: 0.237647 loss_dfl: 0.171185 loss: 1.106988 eta: 1:19:20 batch_cost: 2.1911 data_cost: 0.0010 ips: 12.7789 images/s [11/20 21:05:22] ppdet.engine INFO: Epoch: [99] [1100/3251] learning_rate: 0.000022 loss_vfl: 0.690206 loss_bbox: 0.226536 loss_dfl: 0.166905 loss: 1.089480 eta: 1:18:36 batch_cost: 2.2772 data_cost: 0.0010 ips: 12.2959 images/s [11/20 21:06:08] ppdet.engine INFO: Epoch: [99] [1120/3251] learning_rate: 0.000021 loss_vfl: 0.680274 loss_bbox: 0.225119 loss_dfl: 0.174750 loss: 1.057307 eta: 1:17:52 batch_cost: 2.2233 data_cost: 0.0014 ips: 12.5940 images/s [11/20 21:06:57] ppdet.engine INFO: Epoch: [99] [1140/3251] learning_rate: 0.000021 loss_vfl: 0.708870 loss_bbox: 0.239751 loss_dfl: 0.169451 loss: 1.118997 eta: 1:17:09 batch_cost: 2.3165 data_cost: 0.0009 ips: 12.0871 images/s [11/20 21:07:44] ppdet.engine INFO: Epoch: [99] [1160/3251] learning_rate: 0.000020 loss_vfl: 0.714146 loss_bbox: 0.255786 loss_dfl: 0.178596 loss: 1.149344 eta: 1:16:25 batch_cost: 2.1869 data_cost: 0.0010 ips: 12.8034 images/s [11/20 21:08:32] ppdet.engine INFO: Epoch: [99] [1180/3251] learning_rate: 0.000020 loss_vfl: 0.693127 loss_bbox: 0.219395 loss_dfl: 0.172338 loss: 1.102357 eta: 1:15:41 batch_cost: 2.3161 data_cost: 0.0011 ips: 12.0895 images/s [11/20 21:09:20] ppdet.engine INFO: Epoch: [99] [1200/3251] learning_rate: 0.000020 loss_vfl: 0.696553 loss_bbox: 0.235113 loss_dfl: 0.172403 loss: 1.092953 eta: 1:14:57 batch_cost: 2.3049 data_cost: 0.0009 ips: 12.1481 images/s [11/20 21:10:06] ppdet.engine INFO: Epoch: [99] [1220/3251] learning_rate: 0.000019 loss_vfl: 0.714679 loss_bbox: 0.235150 loss_dfl: 0.166681 loss: 1.083942 eta: 1:14:13 batch_cost: 2.1706 data_cost: 0.0011 ips: 12.8999 images/s [11/20 21:10:53] ppdet.engine INFO: Epoch: [99] [1240/3251] learning_rate: 0.000019 loss_vfl: 0.714118 loss_bbox: 0.238037 loss_dfl: 0.165158 loss: 1.109613 eta: 1:13:29 batch_cost: 2.2184 data_cost: 0.0009 ips: 12.6216 images/s [11/20 21:11:40] ppdet.engine INFO: Epoch: [99] [1260/3251] learning_rate: 0.000019 loss_vfl: 0.697180 loss_bbox: 0.253287 loss_dfl: 0.170421 loss: 1.109641 eta: 1:12:45 batch_cost: 2.2662 data_cost: 0.0011 ips: 12.3556 images/s [11/20 21:12:28] ppdet.engine INFO: Epoch: [99] [1280/3251] learning_rate: 0.000018 loss_vfl: 0.675149 loss_bbox: 0.246167 loss_dfl: 0.175438 loss: 1.117628 eta: 1:12:02 batch_cost: 2.2391 data_cost: 0.0009 ips: 12.5049 images/s [11/20 21:13:13] ppdet.engine INFO: Epoch: [99] [1300/3251] learning_rate: 0.000018 loss_vfl: 0.701614 loss_bbox: 0.221858 loss_dfl: 0.155532 loss: 1.080841 eta: 1:11:18 batch_cost: 2.1269 data_cost: 0.0009 ips: 13.1650 images/s [11/20 21:14:00] ppdet.engine INFO: Epoch: [99] [1320/3251] learning_rate: 0.000017 loss_vfl: 0.692379 loss_bbox: 0.266326 loss_dfl: 0.183825 loss: 1.142909 eta: 1:10:34 batch_cost: 2.2307 data_cost: 0.0010 ips: 12.5520 images/s [11/20 21:14:47] ppdet.engine INFO: Epoch: [99] [1340/3251] learning_rate: 0.000017 loss_vfl: 0.698215 loss_bbox: 0.255149 loss_dfl: 0.183258 loss: 1.139835 eta: 1:09:50 batch_cost: 2.1641 data_cost: 0.0010 ips: 12.9382 images/s [11/20 21:15:34] ppdet.engine INFO: Epoch: [99] [1360/3251] learning_rate: 0.000017 loss_vfl: 0.704929 loss_bbox: 0.245839 loss_dfl: 0.172316 loss: 1.125271 eta: 1:09:06 batch_cost: 2.1961 data_cost: 0.0010 ips: 12.7497 images/s [11/20 21:16:21] ppdet.engine INFO: Epoch: [99] [1380/3251] learning_rate: 0.000016 loss_vfl: 0.711825 loss_bbox: 0.241274 loss_dfl: 0.189198 loss: 1.118864 eta: 1:08:22 batch_cost: 2.2098 data_cost: 0.0009 ips: 12.6711 images/s [11/20 21:17:09] ppdet.engine INFO: Epoch: [99] [1400/3251] learning_rate: 0.000016 loss_vfl: 0.694156 loss_bbox: 0.243114 loss_dfl: 0.168171 loss: 1.139077 eta: 1:07:38 batch_cost: 2.3000 data_cost: 0.0009 ips: 12.1740 images/s [11/20 21:17:55] ppdet.engine INFO: Epoch: [99] [1420/3251] learning_rate: 0.000016 loss_vfl: 0.695684 loss_bbox: 0.261530 loss_dfl: 0.183490 loss: 1.127360 eta: 1:06:55 batch_cost: 2.1455 data_cost: 0.0010 ips: 13.0505 images/s [11/20 21:18:44] ppdet.engine INFO: Epoch: [99] [1440/3251] learning_rate: 0.000015 loss_vfl: 0.689621 loss_bbox: 0.252697 loss_dfl: 0.189833 loss: 1.127368 eta: 1:06:11 batch_cost: 2.3608 data_cost: 0.0009 ips: 11.8606 images/s [11/20 21:19:31] ppdet.engine INFO: Epoch: [99] [1460/3251] learning_rate: 0.000015 loss_vfl: 0.699249 loss_bbox: 0.237198 loss_dfl: 0.167230 loss: 1.127710 eta: 1:05:27 batch_cost: 2.1943 data_cost: 0.0010 ips: 12.7602 images/s [11/20 21:20:19] ppdet.engine INFO: Epoch: [99] [1480/3251] learning_rate: 0.000015 loss_vfl: 0.703752 loss_bbox: 0.249930 loss_dfl: 0.171848 loss: 1.131450 eta: 1:04:43 batch_cost: 2.2575 data_cost: 0.0020 ips: 12.4032 images/s [11/20 21:21:05] ppdet.engine INFO: Epoch: [99] [1500/3251] learning_rate: 0.000014 loss_vfl: 0.718407 loss_bbox: 0.233546 loss_dfl: 0.167814 loss: 1.131015 eta: 1:03:59 batch_cost: 2.1826 data_cost: 0.0009 ips: 12.8286 images/s [11/20 21:21:51] ppdet.engine INFO: Epoch: [99] [1520/3251] learning_rate: 0.000014 loss_vfl: 0.699918 loss_bbox: 0.248014 loss_dfl: 0.169231 loss: 1.122206 eta: 1:03:15 batch_cost: 2.1505 data_cost: 0.0009 ips: 13.0200 images/s [11/20 21:22:39] ppdet.engine INFO: Epoch: [99] [1540/3251] learning_rate: 0.000014 loss_vfl: 0.708098 loss_bbox: 0.215695 loss_dfl: 0.162405 loss: 1.087326 eta: 1:02:31 batch_cost: 2.2995 data_cost: 0.0011 ips: 12.1766 images/s [11/20 21:23:27] ppdet.engine INFO: Epoch: [99] [1560/3251] learning_rate: 0.000013 loss_vfl: 0.719902 loss_bbox: 0.261442 loss_dfl: 0.178409 loss: 1.174092 eta: 1:01:48 batch_cost: 2.2913 data_cost: 0.0009 ips: 12.2201 images/s [11/20 21:24:12] ppdet.engine INFO: Epoch: [99] [1580/3251] learning_rate: 0.000013 loss_vfl: 0.720346 loss_bbox: 0.241628 loss_dfl: 0.174121 loss: 1.150995 eta: 1:01:04 batch_cost: 2.1158 data_cost: 0.0009 ips: 13.2340 images/s [11/20 21:24:59] ppdet.engine INFO: Epoch: [99] [1600/3251] learning_rate: 0.000013 loss_vfl: 0.696020 loss_bbox: 0.263603 loss_dfl: 0.184564 loss: 1.162882 eta: 1:00:20 batch_cost: 2.2083 data_cost: 0.0009 ips: 12.6792 images/s [11/20 21:25:46] ppdet.engine INFO: Epoch: [99] [1620/3251] learning_rate: 0.000012 loss_vfl: 0.718619 loss_bbox: 0.250303 loss_dfl: 0.174269 loss: 1.135451 eta: 0:59:36 batch_cost: 2.2119 data_cost: 0.0009 ips: 12.6587 images/s [11/20 21:26:33] ppdet.engine INFO: Epoch: [99] [1640/3251] learning_rate: 0.000012 loss_vfl: 0.706846 loss_bbox: 0.237017 loss_dfl: 0.164311 loss: 1.108726 eta: 0:58:52 batch_cost: 2.2436 data_cost: 0.0012 ips: 12.4800 images/s [11/20 21:27:22] ppdet.engine INFO: Epoch: [99] [1660/3251] learning_rate: 0.000012 loss_vfl: 0.704988 loss_bbox: 0.241120 loss_dfl: 0.170906 loss: 1.132257 eta: 0:58:08 batch_cost: 2.1127 data_cost: 0.0009 ips: 13.2529 images/s [11/20 21:28:10] ppdet.engine INFO: Epoch: [99] [1680/3251] learning_rate: 0.000012 loss_vfl: 0.707984 loss_bbox: 0.251152 loss_dfl: 0.189812 loss: 1.165782 eta: 0:57:25 batch_cost: 2.3044 data_cost: 0.0009 ips: 12.1505 images/s [11/20 21:28:56] ppdet.engine INFO: Epoch: [99] [1700/3251] learning_rate: 0.000011 loss_vfl: 0.703308 loss_bbox: 0.212468 loss_dfl: 0.157296 loss: 1.078655 eta: 0:56:41 batch_cost: 2.1534 data_cost: 0.0010 ips: 13.0028 images/s [11/20 21:29:42] ppdet.engine INFO: Epoch: [99] [1720/3251] learning_rate: 0.000011 loss_vfl: 0.724663 loss_bbox: 0.251376 loss_dfl: 0.167129 loss: 1.150392 eta: 0:55:57 batch_cost: 2.1883 data_cost: 0.0010 ips: 12.7952 images/s [11/20 21:30:30] ppdet.engine INFO: Epoch: [99] [1740/3251] learning_rate: 0.000011 loss_vfl: 0.708398 loss_bbox: 0.246037 loss_dfl: 0.165813 loss: 1.123549 eta: 0:55:13 batch_cost: 2.1813 data_cost: 0.0009 ips: 12.8364 images/s [11/20 21:31:16] ppdet.engine INFO: Epoch: [99] [1760/3251] learning_rate: 0.000010 loss_vfl: 0.696806 loss_bbox: 0.252830 loss_dfl: 0.174370 loss: 1.096826 eta: 0:54:29 batch_cost: 2.1585 data_cost: 0.0010 ips: 12.9718 images/s [11/20 21:32:04] ppdet.engine INFO: Epoch: [99] [1780/3251] learning_rate: 0.000010 loss_vfl: 0.691117 loss_bbox: 0.234594 loss_dfl: 0.165320 loss: 1.099877 eta: 0:53:45 batch_cost: 2.3017 data_cost: 0.0009 ips: 12.1647 images/s [11/20 21:32:50] ppdet.engine INFO: Epoch: [99] [1800/3251] learning_rate: 0.000010 loss_vfl: 0.705379 loss_bbox: 0.225090 loss_dfl: 0.159205 loss: 1.079728 eta: 0:53:01 batch_cost: 2.2109 data_cost: 0.0133 ips: 12.6645 images/s [11/20 21:33:39] ppdet.engine INFO: Epoch: [99] [1820/3251] learning_rate: 0.000010 loss_vfl: 0.684296 loss_bbox: 0.247784 loss_dfl: 0.173456 loss: 1.123727 eta: 0:52:18 batch_cost: 2.3750 data_cost: 0.0009 ips: 11.7896 images/s [11/20 21:34:26] ppdet.engine INFO: Epoch: [99] [1840/3251] learning_rate: 0.000009 loss_vfl: 0.712305 loss_bbox: 0.243600 loss_dfl: 0.170076 loss: 1.101899 eta: 0:51:34 batch_cost: 2.1819 data_cost: 0.0010 ips: 12.8331 images/s [11/20 21:35:11] ppdet.engine INFO: Epoch: [99] [1860/3251] learning_rate: 0.000009 loss_vfl: 0.721843 loss_bbox: 0.238295 loss_dfl: 0.169106 loss: 1.122598 eta: 0:50:50 batch_cost: 2.1858 data_cost: 0.0009 ips: 12.8100 images/s [11/20 21:35:58] ppdet.engine INFO: Epoch: [99] [1880/3251] learning_rate: 0.000009 loss_vfl: 0.709966 loss_bbox: 0.249806 loss_dfl: 0.181349 loss: 1.145234 eta: 0:50:06 batch_cost: 2.2336 data_cost: 0.0009 ips: 12.5356 images/s [11/20 21:36:44] ppdet.engine INFO: Epoch: [99] [1900/3251] learning_rate: 0.000009 loss_vfl: 0.707152 loss_bbox: 0.245472 loss_dfl: 0.163149 loss: 1.129831 eta: 0:49:22 batch_cost: 2.1175 data_cost: 0.0010 ips: 13.2229 images/s [11/20 21:37:31] ppdet.engine INFO: Epoch: [99] [1920/3251] learning_rate: 0.000008 loss_vfl: 0.704853 loss_bbox: 0.229025 loss_dfl: 0.164387 loss: 1.092574 eta: 0:48:38 batch_cost: 2.2634 data_cost: 0.0009 ips: 12.3708 images/s [11/20 21:38:19] ppdet.engine INFO: Epoch: [99] [1940/3251] learning_rate: 0.000008 loss_vfl: 0.696431 loss_bbox: 0.227298 loss_dfl: 0.161305 loss: 1.096168 eta: 0:47:54 batch_cost: 2.2264 data_cost: 0.0010 ips: 12.5762 images/s [11/20 21:39:06] ppdet.engine INFO: Epoch: [99] [1960/3251] learning_rate: 0.000008 loss_vfl: 0.729600 loss_bbox: 0.250814 loss_dfl: 0.181271 loss: 1.160645 eta: 0:47:11 batch_cost: 2.2168 data_cost: 0.0009 ips: 12.6306 images/s [11/20 21:39:53] ppdet.engine INFO: Epoch: [99] [1980/3251] learning_rate: 0.000008 loss_vfl: 0.694600 loss_bbox: 0.259658 loss_dfl: 0.179891 loss: 1.156528 eta: 0:46:27 batch_cost: 2.2680 data_cost: 0.0010 ips: 12.3455 images/s [11/20 21:40:42] ppdet.engine INFO: Epoch: [99] [2000/3251] learning_rate: 0.000007 loss_vfl: 0.698402 loss_bbox: 0.273440 loss_dfl: 0.182806 loss: 1.125181 eta: 0:45:43 batch_cost: 2.2661 data_cost: 0.0009 ips: 12.3561 images/s [11/20 21:41:28] ppdet.engine INFO: Epoch: [99] [2020/3251] learning_rate: 0.000007 loss_vfl: 0.701493 loss_bbox: 0.255788 loss_dfl: 0.185845 loss: 1.120526 eta: 0:44:59 batch_cost: 2.2134 data_cost: 0.0011 ips: 12.6505 images/s [11/20 21:42:16] ppdet.engine INFO: Epoch: [99] [2040/3251] learning_rate: 0.000007 loss_vfl: 0.695635 loss_bbox: 0.253196 loss_dfl: 0.178619 loss: 1.117855 eta: 0:44:15 batch_cost: 2.1431 data_cost: 0.0010 ips: 13.0652 images/s [11/20 21:43:04] ppdet.engine INFO: Epoch: [99] [2060/3251] learning_rate: 0.000007 loss_vfl: 0.702311 loss_bbox: 0.220853 loss_dfl: 0.158494 loss: 1.092071 eta: 0:43:31 batch_cost: 2.3324 data_cost: 0.0012 ips: 12.0046 images/s [11/20 21:43:51] ppdet.engine INFO: Epoch: [99] [2080/3251] learning_rate: 0.000006 loss_vfl: 0.708984 loss_bbox: 0.247067 loss_dfl: 0.172304 loss: 1.142929 eta: 0:42:47 batch_cost: 2.1960 data_cost: 0.0010 ips: 12.7506 images/s [11/20 21:44:39] ppdet.engine INFO: Epoch: [99] [2100/3251] learning_rate: 0.000006 loss_vfl: 0.695312 loss_bbox: 0.247343 loss_dfl: 0.174612 loss: 1.120516 eta: 0:42:04 batch_cost: 2.2942 data_cost: 0.0010 ips: 12.2045 images/s [11/20 21:45:25] ppdet.engine INFO: Epoch: [99] [2120/3251] learning_rate: 0.000006 loss_vfl: 0.714155 loss_bbox: 0.277329 loss_dfl: 0.190297 loss: 1.162171 eta: 0:41:20 batch_cost: 2.1758 data_cost: 0.0010 ips: 12.8689 images/s [11/20 21:46:11] ppdet.engine INFO: Epoch: [99] [2140/3251] learning_rate: 0.000006 loss_vfl: 0.689521 loss_bbox: 0.229831 loss_dfl: 0.167220 loss: 1.099197 eta: 0:40:36 batch_cost: 2.1153 data_cost: 0.0010 ips: 13.2366 images/s [11/20 21:46:59] ppdet.engine INFO: Epoch: [99] [2160/3251] learning_rate: 0.000006 loss_vfl: 0.713224 loss_bbox: 0.220098 loss_dfl: 0.157314 loss: 1.098159 eta: 0:39:52 batch_cost: 2.3068 data_cost: 0.0010 ips: 12.1378 images/s [11/20 21:47:47] ppdet.engine INFO: Epoch: [99] [2180/3251] learning_rate: 0.000005 loss_vfl: 0.728498 loss_bbox: 0.230452 loss_dfl: 0.163539 loss: 1.107718 eta: 0:39:08 batch_cost: 2.2757 data_cost: 0.0010 ips: 12.3041 images/s [11/20 21:48:35] ppdet.engine INFO: Epoch: [99] [2200/3251] learning_rate: 0.000005 loss_vfl: 0.716062 loss_bbox: 0.226477 loss_dfl: 0.170793 loss: 1.108312 eta: 0:38:24 batch_cost: 2.2449 data_cost: 0.0009 ips: 12.4725 images/s [11/20 21:49:23] ppdet.engine INFO: Epoch: [99] [2220/3251] learning_rate: 0.000005 loss_vfl: 0.716900 loss_bbox: 0.240147 loss_dfl: 0.172595 loss: 1.134063 eta: 0:37:40 batch_cost: 2.2861 data_cost: 0.0009 ips: 12.2479 images/s [11/20 21:50:08] ppdet.engine INFO: Epoch: [99] [2240/3251] learning_rate: 0.000005 loss_vfl: 0.708894 loss_bbox: 0.254130 loss_dfl: 0.180620 loss: 1.144930 eta: 0:36:57 batch_cost: 2.1189 data_cost: 0.0010 ips: 13.2143 images/s [11/20 21:50:55] ppdet.engine INFO: Epoch: [99] [2260/3251] learning_rate: 0.000005 loss_vfl: 0.711727 loss_bbox: 0.261696 loss_dfl: 0.173232 loss: 1.130911 eta: 0:36:13 batch_cost: 2.1946 data_cost: 0.0010 ips: 12.7584 images/s [11/20 21:51:44] ppdet.engine INFO: Epoch: [99] [2280/3251] learning_rate: 0.000004 loss_vfl: 0.699080 loss_bbox: 0.239731 loss_dfl: 0.172781 loss: 1.119285 eta: 0:35:29 batch_cost: 2.3409 data_cost: 0.0009 ips: 11.9613 images/s [11/20 21:52:32] ppdet.engine INFO: Epoch: [99] [2300/3251] learning_rate: 0.000004 loss_vfl: 0.706604 loss_bbox: 0.236208 loss_dfl: 0.181269 loss: 1.125071 eta: 0:34:45 batch_cost: 2.2773 data_cost: 0.0009 ips: 12.2952 images/s [11/20 21:53:18] ppdet.engine INFO: Epoch: [99] [2320/3251] learning_rate: 0.000004 loss_vfl: 0.711081 loss_bbox: 0.245602 loss_dfl: 0.180121 loss: 1.119440 eta: 0:34:01 batch_cost: 2.1261 data_cost: 0.0010 ips: 13.1697 images/s [11/20 21:54:05] ppdet.engine INFO: Epoch: [99] [2340/3251] learning_rate: 0.000004 loss_vfl: 0.695729 loss_bbox: 0.247595 loss_dfl: 0.179459 loss: 1.139078 eta: 0:33:17 batch_cost: 2.2151 data_cost: 0.0009 ips: 12.6406 images/s [11/20 21:54:54] ppdet.engine INFO: Epoch: [99] [2360/3251] learning_rate: 0.000004 loss_vfl: 0.713965 loss_bbox: 0.258209 loss_dfl: 0.176406 loss: 1.146558 eta: 0:32:33 batch_cost: 2.3471 data_cost: 0.0010 ips: 11.9297 images/s [11/20 21:55:41] ppdet.engine INFO: Epoch: [99] [2380/3251] learning_rate: 0.000004 loss_vfl: 0.720174 loss_bbox: 0.238303 loss_dfl: 0.163589 loss: 1.138805 eta: 0:31:50 batch_cost: 2.2261 data_cost: 0.0009 ips: 12.5779 images/s [11/20 21:56:30] ppdet.engine INFO: Epoch: [99] [2400/3251] learning_rate: 0.000003 loss_vfl: 0.712753 loss_bbox: 0.238973 loss_dfl: 0.165131 loss: 1.124387 eta: 0:31:06 batch_cost: 2.3187 data_cost: 0.0009 ips: 12.0759 images/s [11/20 21:57:17] ppdet.engine INFO: Epoch: [99] [2420/3251] learning_rate: 0.000003 loss_vfl: 0.702556 loss_bbox: 0.249540 loss_dfl: 0.170441 loss: 1.132490 eta: 0:30:22 batch_cost: 2.2197 data_cost: 0.0009 ips: 12.6146 images/s [11/20 21:58:04] ppdet.engine INFO: Epoch: [99] [2440/3251] learning_rate: 0.000003 loss_vfl: 0.696620 loss_bbox: 0.236060 loss_dfl: 0.179347 loss: 1.136262 eta: 0:29:38 batch_cost: 2.2803 data_cost: 0.0009 ips: 12.2791 images/s [11/20 21:58:51] ppdet.engine INFO: Epoch: [99] [2460/3251] learning_rate: 0.000003 loss_vfl: 0.698537 loss_bbox: 0.229027 loss_dfl: 0.172043 loss: 1.147884 eta: 0:28:54 batch_cost: 2.1779 data_cost: 0.0009 ips: 12.8563 images/s [11/20 21:59:38] ppdet.engine INFO: Epoch: [99] [2480/3251] learning_rate: 0.000003 loss_vfl: 0.698272 loss_bbox: 0.246326 loss_dfl: 0.180982 loss: 1.113713 eta: 0:28:10 batch_cost: 2.2365 data_cost: 0.0010 ips: 12.5196 images/s [11/20 22:00:26] ppdet.engine INFO: Epoch: [99] [2500/3251] learning_rate: 0.000003 loss_vfl: 0.694050 loss_bbox: 0.245659 loss_dfl: 0.182648 loss: 1.125886 eta: 0:27:26 batch_cost: 2.2778 data_cost: 0.0015 ips: 12.2925 images/s [11/20 22:01:12] ppdet.engine INFO: Epoch: [99] [2520/3251] learning_rate: 0.000002 loss_vfl: 0.712891 loss_bbox: 0.233237 loss_dfl: 0.162391 loss: 1.103972 eta: 0:26:43 batch_cost: 2.2038 data_cost: 0.0009 ips: 12.7055 images/s [11/20 22:02:00] ppdet.engine INFO: Epoch: [99] [2540/3251] learning_rate: 0.000002 loss_vfl: 0.704809 loss_bbox: 0.214297 loss_dfl: 0.158319 loss: 1.097689 eta: 0:25:59 batch_cost: 2.2569 data_cost: 0.0010 ips: 12.4066 images/s [11/20 22:02:47] ppdet.engine INFO: Epoch: [99] [2560/3251] learning_rate: 0.000002 loss_vfl: 0.708056 loss_bbox: 0.217240 loss_dfl: 0.166738 loss: 1.091495 eta: 0:25:15 batch_cost: 2.2019 data_cost: 0.0009 ips: 12.7162 images/s [11/20 22:03:34] ppdet.engine INFO: Epoch: [99] [2580/3251] learning_rate: 0.000002 loss_vfl: 0.696663 loss_bbox: 0.239193 loss_dfl: 0.179440 loss: 1.132852 eta: 0:24:31 batch_cost: 2.2331 data_cost: 0.0009 ips: 12.5389 images/s [11/20 22:04:20] ppdet.engine INFO: Epoch: [99] [2600/3251] learning_rate: 0.000002 loss_vfl: 0.699623 loss_bbox: 0.236690 loss_dfl: 0.173961 loss: 1.125241 eta: 0:23:47 batch_cost: 2.1950 data_cost: 0.0010 ips: 12.7564 images/s [11/20 22:05:08] ppdet.engine INFO: Epoch: [99] [2620/3251] learning_rate: 0.000002 loss_vfl: 0.714962 loss_bbox: 0.239587 loss_dfl: 0.156551 loss: 1.097991 eta: 0:23:03 batch_cost: 2.2400 data_cost: 0.0011 ips: 12.5001 images/s [11/20 22:05:55] ppdet.engine INFO: Epoch: [99] [2640/3251] learning_rate: 0.000002 loss_vfl: 0.722205 loss_bbox: 0.258415 loss_dfl: 0.197984 loss: 1.212741 eta: 0:22:19 batch_cost: 2.2198 data_cost: 0.0010 ips: 12.6136 images/s [11/20 22:06:44] ppdet.engine INFO: Epoch: [99] [2660/3251] learning_rate: 0.000002 loss_vfl: 0.706169 loss_bbox: 0.244502 loss_dfl: 0.168621 loss: 1.123008 eta: 0:21:36 batch_cost: 2.2912 data_cost: 0.0009 ips: 12.2206 images/s [11/20 22:07:30] ppdet.engine INFO: Epoch: [99] [2680/3251] learning_rate: 0.000002 loss_vfl: 0.707592 loss_bbox: 0.218346 loss_dfl: 0.165115 loss: 1.061062 eta: 0:20:52 batch_cost: 2.1492 data_cost: 0.0011 ips: 13.0284 images/s [11/20 22:08:16] ppdet.engine INFO: Epoch: [99] [2700/3251] learning_rate: 0.000001 loss_vfl: 0.696572 loss_bbox: 0.266311 loss_dfl: 0.191606 loss: 1.135860 eta: 0:20:08 batch_cost: 2.2460 data_cost: 0.0009 ips: 12.4669 images/s [11/20 22:09:05] ppdet.engine INFO: Epoch: [99] [2720/3251] learning_rate: 0.000001 loss_vfl: 0.734462 loss_bbox: 0.220483 loss_dfl: 0.158344 loss: 1.139337 eta: 0:19:24 batch_cost: 2.2658 data_cost: 0.0010 ips: 12.3579 images/s [11/20 22:09:53] ppdet.engine INFO: Epoch: [99] [2740/3251] learning_rate: 0.000001 loss_vfl: 0.700451 loss_bbox: 0.242415 loss_dfl: 0.166358 loss: 1.101390 eta: 0:18:40 batch_cost: 2.2843 data_cost: 0.0012 ips: 12.2578 images/s [11/20 22:10:40] ppdet.engine INFO: Epoch: [99] [2760/3251] learning_rate: 0.000001 loss_vfl: 0.700007 loss_bbox: 0.240033 loss_dfl: 0.175260 loss: 1.129997 eta: 0:17:56 batch_cost: 2.2690 data_cost: 0.0010 ips: 12.3401 images/s [11/20 22:11:30] ppdet.engine INFO: Epoch: [99] [2780/3251] learning_rate: 0.000001 loss_vfl: 0.709989 loss_bbox: 0.207379 loss_dfl: 0.164970 loss: 1.098319 eta: 0:17:12 batch_cost: 2.3643 data_cost: 0.0010 ips: 11.8430 images/s [11/20 22:12:16] ppdet.engine INFO: Epoch: [99] [2800/3251] learning_rate: 0.000001 loss_vfl: 0.712261 loss_bbox: 0.255021 loss_dfl: 0.176855 loss: 1.152266 eta: 0:16:29 batch_cost: 2.1349 data_cost: 0.0011 ips: 13.1156 images/s [11/20 22:13:05] ppdet.engine INFO: Epoch: [99] [2820/3251] learning_rate: 0.000001 loss_vfl: 0.712001 loss_bbox: 0.234084 loss_dfl: 0.163817 loss: 1.121046 eta: 0:15:45 batch_cost: 2.3195 data_cost: 0.0010 ips: 12.0714 images/s [11/20 22:13:52] ppdet.engine INFO: Epoch: [99] [2840/3251] learning_rate: 0.000001 loss_vfl: 0.699036 loss_bbox: 0.247990 loss_dfl: 0.181064 loss: 1.121097 eta: 0:15:01 batch_cost: 2.2579 data_cost: 0.0010 ips: 12.4009 images/s [11/20 22:14:40] ppdet.engine INFO: Epoch: [99] [2860/3251] learning_rate: 0.000001 loss_vfl: 0.695820 loss_bbox: 0.237465 loss_dfl: 0.173157 loss: 1.115597 eta: 0:14:17 batch_cost: 2.3139 data_cost: 0.0009 ips: 12.1005 images/s [11/20 22:15:27] ppdet.engine INFO: Epoch: [99] [2880/3251] learning_rate: 0.000001 loss_vfl: 0.698256 loss_bbox: 0.242876 loss_dfl: 0.180567 loss: 1.087774 eta: 0:13:33 batch_cost: 2.2305 data_cost: 0.0009 ips: 12.5534 images/s [11/20 22:16:15] ppdet.engine INFO: Epoch: [99] [2900/3251] learning_rate: 0.000001 loss_vfl: 0.682125 loss_bbox: 0.256214 loss_dfl: 0.175430 loss: 1.139864 eta: 0:12:49 batch_cost: 2.2878 data_cost: 0.0013 ips: 12.2390 images/s [11/20 22:17:02] ppdet.engine INFO: Epoch: [99] [2920/3251] learning_rate: 0.000001 loss_vfl: 0.718216 loss_bbox: 0.224713 loss_dfl: 0.166889 loss: 1.111680 eta: 0:12:05 batch_cost: 2.1552 data_cost: 0.0010 ips: 12.9918 images/s [11/20 22:17:50] ppdet.engine INFO: Epoch: [99] [2940/3251] learning_rate: 0.000000 loss_vfl: 0.714884 loss_bbox: 0.231783 loss_dfl: 0.163116 loss: 1.099512 eta: 0:11:22 batch_cost: 2.2331 data_cost: 0.0010 ips: 12.5389 images/s [11/20 22:18:36] ppdet.engine INFO: Epoch: [99] [2960/3251] learning_rate: 0.000000 loss_vfl: 0.686966 loss_bbox: 0.215158 loss_dfl: 0.164448 loss: 1.112597 eta: 0:10:38 batch_cost: 2.1456 data_cost: 0.0012 ips: 13.0500 images/s [11/20 22:19:24] ppdet.engine INFO: Epoch: [99] [2980/3251] learning_rate: 0.000000 loss_vfl: 0.703500 loss_bbox: 0.231930 loss_dfl: 0.167191 loss: 1.048489 eta: 0:09:54 batch_cost: 2.2942 data_cost: 0.0009 ips: 12.2048 images/s [11/20 22:20:13] ppdet.engine INFO: Epoch: [99] [3000/3251] learning_rate: 0.000000 loss_vfl: 0.702383 loss_bbox: 0.222443 loss_dfl: 0.170616 loss: 1.099697 eta: 0:09:10 batch_cost: 2.3135 data_cost: 0.0011 ips: 12.1029 images/s [11/20 22:21:01] ppdet.engine INFO: Epoch: [99] [3020/3251] learning_rate: 0.000000 loss_vfl: 0.685907 loss_bbox: 0.258902 loss_dfl: 0.179576 loss: 1.116218 eta: 0:08:26 batch_cost: 2.2399 data_cost: 0.0011 ips: 12.5006 images/s [11/20 22:21:48] ppdet.engine INFO: Epoch: [99] [3040/3251] learning_rate: 0.000000 loss_vfl: 0.714291 loss_bbox: 0.256283 loss_dfl: 0.178323 loss: 1.146381 eta: 0:07:42 batch_cost: 2.2127 data_cost: 0.0010 ips: 12.6542 images/s [11/20 22:22:34] ppdet.engine INFO: Epoch: [99] [3060/3251] learning_rate: 0.000000 loss_vfl: 0.680110 loss_bbox: 0.246775 loss_dfl: 0.174545 loss: 1.135131 eta: 0:06:58 batch_cost: 2.1097 data_cost: 0.0010 ips: 13.2720 images/s [11/20 22:23:22] ppdet.engine INFO: Epoch: [99] [3080/3251] learning_rate: 0.000000 loss_vfl: 0.713401 loss_bbox: 0.250392 loss_dfl: 0.173295 loss: 1.158934 eta: 0:06:15 batch_cost: 2.2559 data_cost: 0.0009 ips: 12.4118 images/s [11/20 22:24:07] ppdet.engine INFO: Epoch: [99] [3100/3251] learning_rate: 0.000000 loss_vfl: 0.704995 loss_bbox: 0.261750 loss_dfl: 0.176751 loss: 1.145870 eta: 0:05:31 batch_cost: 2.0977 data_cost: 0.0011 ips: 13.3482 images/s [11/20 22:24:54] ppdet.engine INFO: Epoch: [99] [3120/3251] learning_rate: 0.000000 loss_vfl: 0.719573 loss_bbox: 0.264528 loss_dfl: 0.187488 loss: 1.173838 eta: 0:04:47 batch_cost: 2.2498 data_cost: 0.0009 ips: 12.4458 images/s [11/20 22:25:41] ppdet.engine INFO: Epoch: [99] [3140/3251] learning_rate: 0.000000 loss_vfl: 0.701169 loss_bbox: 0.253480 loss_dfl: 0.182781 loss: 1.146127 eta: 0:04:03 batch_cost: 2.1330 data_cost: 0.0011 ips: 13.1272 images/s [11/20 22:26:26] ppdet.engine INFO: Epoch: [99] [3160/3251] learning_rate: 0.000000 loss_vfl: 0.723271 loss_bbox: 0.240380 loss_dfl: 0.174484 loss: 1.129791 eta: 0:03:19 batch_cost: 2.1708 data_cost: 0.0014 ips: 12.8986 images/s [11/20 22:27:15] ppdet.engine INFO: Epoch: [99] [3180/3251] learning_rate: 0.000000 loss_vfl: 0.695471 loss_bbox: 0.294351 loss_dfl: 0.189831 loss: 1.188864 eta: 0:02:35 batch_cost: 2.2712 data_cost: 0.0010 ips: 12.3281 images/s [11/20 22:28:03] ppdet.engine INFO: Epoch: [99] [3200/3251] learning_rate: 0.000000 loss_vfl: 0.705056 loss_bbox: 0.249981 loss_dfl: 0.176768 loss: 1.104990 eta: 0:01:51 batch_cost: 2.2909 data_cost: 0.0010 ips: 12.2223 images/s [11/20 22:28:51] ppdet.engine INFO: Epoch: [99] [3220/3251] learning_rate: 0.000000 loss_vfl: 0.707331 loss_bbox: 0.248629 loss_dfl: 0.171136 loss: 1.137323 eta: 0:01:07 batch_cost: 2.3129 data_cost: 0.0009 ips: 12.1061 images/s [11/20 22:29:36] ppdet.engine INFO: Epoch: [99] [3240/3251] learning_rate: 0.000000 loss_vfl: 0.704942 loss_bbox: 0.231366 loss_dfl: 0.160706 loss: 1.092263 eta: 0:00:24 batch_cost: 2.0829 data_cost: 0.0015 ips: 13.4431 images/s [11/20 22:29:58] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_lcnet_2_5x_640_mainbody [11/20 22:29:58] ppdet.engine INFO: Eval iter: 0 [11/20 22:30:39] ppdet.engine INFO: Eval iter: 100 [11/20 22:31:07] ppdet.engine INFO: Eval iter: 200 [11/20 22:31:36] ppdet.engine INFO: Eval iter: 300 [11/20 22:32:04] ppdet.engine INFO: Eval iter: 400 [11/20 22:32:32] ppdet.engine INFO: Eval iter: 500 [11/20 22:33:00] ppdet.engine INFO: Eval iter: 600 [11/20 22:33:30] ppdet.engine INFO: Eval iter: 700 [11/20 22:33:58] ppdet.engine INFO: Eval iter: 800 [11/20 22:34:26] ppdet.engine INFO: Eval iter: 900 [11/20 22:34:54] ppdet.engine INFO: Eval iter: 1000 [11/20 22:35:21] ppdet.engine INFO: Eval iter: 1100 [11/20 22:35:50] ppdet.engine INFO: Eval iter: 1200 [11/20 22:36:22] ppdet.engine INFO: Eval iter: 1300 [11/20 22:36:49] ppdet.engine INFO: Eval iter: 1400 [11/20 22:37:17] ppdet.engine INFO: Eval iter: 1500 [11/20 22:37:45] ppdet.engine INFO: Eval iter: 1600 [11/20 22:38:13] ppdet.engine INFO: Eval iter: 1700 [11/20 22:38:40] ppdet.engine INFO: Eval iter: 1800 [11/20 22:39:08] ppdet.engine INFO: Eval iter: 1900 [11/20 22:39:37] ppdet.engine INFO: Eval iter: 2000 [11/20 22:40:06] ppdet.engine INFO: Eval iter: 2100 [11/20 22:40:35] ppdet.engine INFO: Eval iter: 2200 [11/20 22:41:06] ppdet.engine INFO: Eval iter: 2300 [11/20 22:42:04] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json. loading annotations into memory... Done (t=2.19s) creating index... index created! [11/20 22:42:06] ppdet.metrics.coco_utils INFO: Start evaluate... Loading and preparing results... DONE (t=14.77s) creating index... index created! Running per image evaluation... Evaluate annotation type *bbox* DONE (t=358.34s). Accumulating evaluation results... DONE (t=29.07s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.378 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.563 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.403 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.240 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.476 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.451 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.084 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.384 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.598 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.378 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.637 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.732 [11/20 22:48:52] ppdet.engine INFO: Total sample number: 19074, averge FPS: 27.473816949083982 [11/20 22:48:52] ppdet.engine INFO: Best test bbox ap is 0.415.