/usr/local/lib/python3.7/site-packages/setuptools/depends.py:2: DeprecationWarning: the imp module is deprecated in favour of importlib; see the module's documentation for alternative uses import imp WARNING 2022-03-12 08:52:47,847 launch.py:423] Not found distinct arguments and compiled with cuda or xpu. Default use collective mode INFO 2022-03-12 08:52:47,848 launch_utils.py:641] Change selected_gpus into reletive values. --ips:0,1,2,3 will change into relative_ips:[0, 1, 2, 3] according to your CUDA_VISIBLE_DEVICES:['0', '1', '2', '3'] INFO 2022-03-12 08:52:47,850 launch_utils.py:528] Local start 4 processes. First process distributed environment info (Only For Debug): +=======================================================================================+ | Distributed Envs Value | +---------------------------------------------------------------------------------------+ | PADDLE_TRAINER_ID 0 | | PADDLE_CURRENT_ENDPOINT 127.0.0.1:60005 | | PADDLE_TRAINERS_NUM 4 | | PADDLE_TRAINER_ENDPOINTS ... 0.1:60006,127.0.0.1:60007,127.0.0.1:60008| | PADDLE_RANK_IN_NODE 0 | | PADDLE_LOCAL_DEVICE_IDS 0 | | PADDLE_WORLD_DEVICE_IDS 0,1,2,3 | | FLAGS_selected_gpus 0 | | FLAGS_selected_accelerators 0 | +=======================================================================================+ INFO 2022-03-12 08:52:47,850 launch_utils.py:532] details abouts PADDLE_TRAINER_ENDPOINTS can be found in log/endpoints.log, and detail running logs maybe found in log/workerlog.0 ----------- Configuration Arguments ----------- backend: auto elastic_server: None force: False gpus: 0,1,2,3 heter_devices: heter_worker_num: None heter_workers: host: None http_port: None ips: 127.0.0.1 job_id: None log_dir: log np: None nproc_per_node: None run_mode: None scale: 0 server_num: None servers: training_script: tools/train.py training_script_args: ['-c', 'configs/picodet/picodet_s_416_coco.yml', '--eval'] worker_num: None workers: ------------------------------------------------ launch train in GPU mode! launch proc_id:26243 idx:0 launch proc_id:26246 idx:1 launch proc_id:26249 idx:2 launch proc_id:26252 idx:3 /usr/local/lib/python3.7/site-packages/setuptools/depends.py:2: DeprecationWarning: the imp module is deprecated in favour of importlib; see the module's documentation for alternative uses import imp Warning: import ppdet from source directory without installing, run 'python setup.py install' to install ppdet firstly server not ready, wait 3 sec to retry... not ready endpoints:['127.0.0.1:60006', '127.0.0.1:60007', '127.0.0.1:60008'] I0312 08:52:55.186064 26243 nccl_context.cc:74] init nccl context nranks: 4 local rank: 0 gpu id: 0 ring id: 0 W0312 08:52:55.758169 26243 device_context.cc:447] Please NOTE: device: 0, GPU Compute Capability: 6.1, Driver API Version: 10.2, Runtime API Version: 10.1 W0312 08:52:55.762724 26243 device_context.cc:465] device: 0, cuDNN Version: 7.6. loading annotations into memory... Done (t=19.80s) creating index... index created! [03/12 08:53:26] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 200365, area: 0.0 x1: 296.65, y1: 388.33, x2: 297.67999999999995, y2: 388.33. [03/12 08:53:42] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 550395, area: 0.0 x1: 9.98, y1: 188.56, x2: 15.52, y2: 188.56. [03/12 08:53:47] ppdet.utils.checkpoint INFO: ['last_conv.weight'] in pretrained weight is not used in the model, and its will not be loaded [03/12 08:53:47] ppdet.utils.checkpoint INFO: The shape [1000] in pretrained weight fc.bias is unmatched with the shape [96] in model head.conv_feat.se.0.fc.bias. And the weight fc.bias will not be loaded [03/12 08:53:47] ppdet.utils.checkpoint INFO: The shape [1280, 1000] in pretrained weight fc.weight is unmatched with the shape [96, 96, 1, 1] in model head.conv_feat.se.0.fc.weight. And the weight fc.weight will not be loaded [03/12 08:53:47] ppdet.utils.checkpoint INFO: The shape [1000] in pretrained weight fc.bias is unmatched with the shape [96] in model head.conv_feat.se.1.fc.bias. And the weight fc.bias will not be loaded [03/12 08:53:47] ppdet.utils.checkpoint INFO: The shape [1280, 1000] in pretrained weight fc.weight is unmatched with the shape [96, 96, 1, 1] in model head.conv_feat.se.1.fc.weight. And the weight fc.weight will not be loaded [03/12 08:53:47] ppdet.utils.checkpoint INFO: The shape [1000] in pretrained weight fc.bias is unmatched with the shape [96] in model head.conv_feat.se.2.fc.bias. And the weight fc.bias will not be loaded [03/12 08:53:47] ppdet.utils.checkpoint INFO: The shape [1280, 1000] in pretrained weight fc.weight is unmatched with the shape [96, 96, 1, 1] in model head.conv_feat.se.2.fc.weight. And the weight fc.weight will not be loaded [03/12 08:53:47] ppdet.utils.checkpoint INFO: The shape [1000] in pretrained weight fc.bias is unmatched with the shape [96] in model head.conv_feat.se.3.fc.bias. And the weight fc.bias will not be loaded [03/12 08:53:47] ppdet.utils.checkpoint INFO: The shape [1280, 1000] in pretrained weight fc.weight is unmatched with the shape [96, 96, 1, 1] in model head.conv_feat.se.3.fc.weight. And the weight fc.weight will not be loaded [03/12 08:53:47] ppdet.utils.checkpoint INFO: Finish loading model weights: /root/.cache/paddle/weights/PPLCNet_x0_75_pretrained.pdparams [03/12 08:53:55] ppdet.engine INFO: Epoch: [0] [ 0/610] learning_rate: 0.024000 loss_vfl: 5.544327 loss_bbox: 1.255142 loss_dfl: 0.891714 loss: 7.691183 eta: 16 days, 9:36:30 batch_cost: 7.7431 data_cost: 1.8142 ips: 6.1991 images/s [03/12 08:54:15] ppdet.engine INFO: Epoch: [0] [ 20/610] learning_rate: 0.038400 loss_vfl: 2.325818 loss_bbox: 1.360911 loss_dfl: 0.955510 loss: 4.851151 eta: 2 days, 14:12:36 batch_cost: 0.8980 data_cost: 0.0003 ips: 53.4533 images/s [03/12 08:54:34] ppdet.engine INFO: Epoch: [0] [ 40/610] learning_rate: 0.052800 loss_vfl: 1.802037 loss_bbox: 1.328143 loss_dfl: 0.879973 loss: 4.001945 eta: 2 days, 5:44:26 batch_cost: 0.8826 data_cost: 0.0003 ips: 54.3858 images/s [03/12 08:54:53] ppdet.engine INFO: Epoch: [0] [ 60/610] learning_rate: 0.067200 loss_vfl: 1.747003 loss_bbox: 1.245298 loss_dfl: 0.815266 loss: 3.793596 eta: 2 days, 1:33:53 batch_cost: 0.8071 data_cost: 0.0011 ips: 59.4687 images/s [03/12 08:55:12] ppdet.engine INFO: Epoch: [0] [ 80/610] learning_rate: 0.081600 loss_vfl: 1.712651 loss_bbox: 1.194692 loss_dfl: 0.782341 loss: 3.688363 eta: 1 day, 23:13:38 batch_cost: 0.7895 data_cost: 0.0003 ips: 60.7991 images/s [03/12 08:55:31] ppdet.engine INFO: Epoch: [0] [100/610] learning_rate: 0.096000 loss_vfl: 1.662986 loss_bbox: 1.138354 loss_dfl: 0.741319 loss: 3.590341 eta: 1 day, 22:31:32 batch_cost: 0.8602 data_cost: 0.0004 ips: 55.7996 images/s [03/12 08:55:49] ppdet.engine INFO: Epoch: [0] [120/610] learning_rate: 0.110400 loss_vfl: 1.806023 loss_bbox: 1.159995 loss_dfl: 0.762947 loss: 3.751035 eta: 1 day, 22:03:57 batch_cost: 0.8616 data_cost: 0.0004 ips: 55.7085 images/s [03/12 08:56:08] ppdet.engine INFO: Epoch: [0] [140/610] learning_rate: 0.124800 loss_vfl: 1.668261 loss_bbox: 0.970746 loss_dfl: 0.639904 loss: 3.257002 eta: 1 day, 21:37:50 batch_cost: 0.8471 data_cost: 0.0010 ips: 56.6649 images/s [03/12 08:56:27] ppdet.engine INFO: Epoch: [0] [160/610] learning_rate: 0.139200 loss_vfl: 1.705935 loss_bbox: 1.047878 loss_dfl: 0.684114 loss: 3.456156 eta: 1 day, 21:15:03 batch_cost: 0.8390 data_cost: 0.0003 ips: 57.2126 images/s [03/12 08:56:46] ppdet.engine INFO: Epoch: [0] [180/610] learning_rate: 0.153600 loss_vfl: 1.705132 loss_bbox: 0.960024 loss_dfl: 0.639529 loss: 3.319601 eta: 1 day, 21:05:17 batch_cost: 0.8628 data_cost: 0.0003 ips: 55.6327 images/s [03/12 08:57:04] ppdet.engine INFO: Epoch: [0] [200/610] learning_rate: 0.168000 loss_vfl: 1.672265 loss_bbox: 0.928210 loss_dfl: 0.615896 loss: 3.205312 eta: 1 day, 20:51:28 batch_cost: 0.8432 data_cost: 0.0003 ips: 56.9231 images/s [03/12 08:57:23] ppdet.engine INFO: Epoch: [0] [220/610] learning_rate: 0.182400 loss_vfl: 1.656875 loss_bbox: 0.895840 loss_dfl: 0.609381 loss: 3.158741 eta: 1 day, 20:48:47 batch_cost: 0.8748 data_cost: 0.0010 ips: 54.8695 images/s [03/12 08:57:42] ppdet.engine INFO: Epoch: [0] [240/610] learning_rate: 0.196800 loss_vfl: 1.715116 loss_bbox: 0.908867 loss_dfl: 0.633664 loss: 3.327752 eta: 1 day, 20:42:03 batch_cost: 0.8571 data_cost: 0.0003 ips: 56.0004 images/s [03/12 08:58:01] ppdet.engine INFO: Epoch: [0] [260/610] learning_rate: 0.211200 loss_vfl: 1.767197 loss_bbox: 0.936406 loss_dfl: 0.640551 loss: 3.340180 eta: 1 day, 20:35:36 batch_cost: 0.8541 data_cost: 0.0011 ips: 56.1980 images/s [03/12 08:58:19] ppdet.engine INFO: Epoch: [0] [280/610] learning_rate: 0.225600 loss_vfl: 1.737139 loss_bbox: 0.879794 loss_dfl: 0.611596 loss: 3.229326 eta: 1 day, 20:21:46 batch_cost: 0.8160 data_cost: 0.0003 ips: 58.8233 images/s [03/12 08:58:38] ppdet.engine INFO: Epoch: [0] [300/610] learning_rate: 0.240000 loss_vfl: 1.596466 loss_bbox: 0.823827 loss_dfl: 0.552058 loss: 2.990204 eta: 1 day, 20:25:59 batch_cost: 0.8964 data_cost: 0.0003 ips: 53.5487 images/s [03/12 08:58:57] ppdet.engine INFO: Epoch: [0] [320/610] learning_rate: 0.240000 loss_vfl: 1.661150 loss_bbox: 0.816547 loss_dfl: 0.562028 loss: 3.000744 eta: 1 day, 20:20:06 batch_cost: 0.8461 data_cost: 0.0003 ips: 56.7338 images/s [03/12 08:59:17] ppdet.engine INFO: Epoch: [0] [340/610] learning_rate: 0.240000 loss_vfl: 1.679768 loss_bbox: 0.827114 loss_dfl: 0.566752 loss: 3.089345 eta: 1 day, 20:13:40 batch_cost: 0.8393 data_cost: 0.0003 ips: 57.1925 images/s [03/12 08:59:35] ppdet.engine INFO: Epoch: [0] [360/610] learning_rate: 0.240000 loss_vfl: 1.702913 loss_bbox: 0.853407 loss_dfl: 0.571266 loss: 3.150086 eta: 1 day, 20:06:13 batch_cost: 0.8292 data_cost: 0.0003 ips: 57.8841 images/s [03/12 08:59:55] ppdet.engine INFO: Epoch: [0] [380/610] learning_rate: 0.240000 loss_vfl: 1.677776 loss_bbox: 0.801360 loss_dfl: 0.556959 loss: 3.058262 eta: 1 day, 20:09:06 batch_cost: 0.8891 data_cost: 0.0003 ips: 53.9850 images/s [03/12 09:00:13] ppdet.engine INFO: Epoch: [0] [400/610] learning_rate: 0.240000 loss_vfl: 1.730399 loss_bbox: 0.885727 loss_dfl: 0.595378 loss: 3.143241 eta: 1 day, 20:00:10 batch_cost: 0.8135 data_cost: 0.0003 ips: 59.0078 images/s [03/12 09:00:31] ppdet.engine INFO: Epoch: [0] [420/610] learning_rate: 0.240000 loss_vfl: 1.668615 loss_bbox: 0.811803 loss_dfl: 0.553820 loss: 3.042373 eta: 1 day, 19:45:16 batch_cost: 0.7665 data_cost: 0.0009 ips: 62.6220 images/s [03/12 09:00:49] ppdet.engine INFO: Epoch: [0] [440/610] learning_rate: 0.240000 loss_vfl: 1.662098 loss_bbox: 0.814065 loss_dfl: 0.565007 loss: 3.029395 eta: 1 day, 19:37:57 batch_cost: 0.8118 data_cost: 0.0003 ips: 59.1303 images/s [03/12 09:01:07] ppdet.engine INFO: Epoch: [0] [460/610] learning_rate: 0.240000 loss_vfl: 1.657744 loss_bbox: 0.771473 loss_dfl: 0.533849 loss: 2.985573 eta: 1 day, 19:31:25 batch_cost: 0.8131 data_cost: 0.0003 ips: 59.0331 images/s [03/12 09:01:25] ppdet.engine INFO: Epoch: [0] [480/610] learning_rate: 0.239999 loss_vfl: 1.586940 loss_bbox: 0.749073 loss_dfl: 0.526365 loss: 2.878485 eta: 1 day, 19:25:56 batch_cost: 0.8173 data_cost: 0.0003 ips: 58.7303 images/s [03/12 09:01:44] ppdet.engine INFO: Epoch: [0] [500/610] learning_rate: 0.239999 loss_vfl: 1.683404 loss_bbox: 0.853699 loss_dfl: 0.596061 loss: 3.114639 eta: 1 day, 19:21:54 batch_cost: 0.8257 data_cost: 0.0003 ips: 58.1342 images/s [03/12 09:02:02] ppdet.engine INFO: Epoch: [0] [520/610] learning_rate: 0.239999 loss_vfl: 1.669934 loss_bbox: 0.763671 loss_dfl: 0.549702 loss: 2.961988 eta: 1 day, 19:20:10 batch_cost: 0.8431 data_cost: 0.0014 ips: 56.9355 images/s [03/12 09:02:21] ppdet.engine INFO: Epoch: [0] [540/610] learning_rate: 0.239999 loss_vfl: 1.686468 loss_bbox: 0.813279 loss_dfl: 0.558665 loss: 3.046094 eta: 1 day, 19:15:38 batch_cost: 0.8172 data_cost: 0.0003 ips: 58.7337 images/s [03/12 09:02:39] ppdet.engine INFO: Epoch: [0] [560/610] learning_rate: 0.239999 loss_vfl: 1.697208 loss_bbox: 0.834925 loss_dfl: 0.576486 loss: 3.124625 eta: 1 day, 19:12:04 batch_cost: 0.8232 data_cost: 0.0003 ips: 58.3115 images/s [03/12 09:02:57] ppdet.engine INFO: Epoch: [0] [580/610] learning_rate: 0.239999 loss_vfl: 1.660399 loss_bbox: 0.799690 loss_dfl: 0.559172 loss: 3.018992 eta: 1 day, 19:04:55 batch_cost: 0.7870 data_cost: 0.0006 ips: 60.9930 images/s [03/12 09:03:15] ppdet.engine INFO: Epoch: [0] [600/610] learning_rate: 0.239998 loss_vfl: 1.725566 loss_bbox: 0.851296 loss_dfl: 0.593161 loss: 3.157948 eta: 1 day, 19:03:13 batch_cost: 0.8362 data_cost: 0.0003 ips: 57.4017 images/s [03/12 09:03:30] ppdet.engine INFO: Epoch: [1] [ 0/610] learning_rate: 0.239998 loss_vfl: 1.627736 loss_bbox: 0.740779 loss_dfl: 0.530931 loss: 2.941717 eta: 1 day, 19:24:47 batch_cost: 1.0492 data_cost: 0.1885 ips: 45.7495 images/s [03/12 09:03:50] ppdet.engine INFO: Epoch: [1] [ 20/610] learning_rate: 0.239998 loss_vfl: 1.658769 loss_bbox: 0.846673 loss_dfl: 0.580841 loss: 3.102014 eta: 1 day, 19:32:04 batch_cost: 0.9354 data_cost: 0.0008 ips: 51.3163 images/s [03/12 09:04:09] ppdet.engine INFO: Epoch: [1] [ 40/610] learning_rate: 0.239998 loss_vfl: 1.613098 loss_bbox: 0.795145 loss_dfl: 0.562343 loss: 2.998954 eta: 1 day, 19:32:16 batch_cost: 0.8646 data_cost: 0.0002 ips: 55.5194 images/s [03/12 09:04:28] ppdet.engine INFO: Epoch: [1] [ 60/610] learning_rate: 0.239998 loss_vfl: 1.590420 loss_bbox: 0.770043 loss_dfl: 0.545042 loss: 2.906724 eta: 1 day, 19:27:54 batch_cost: 0.8145 data_cost: 0.0003 ips: 58.9339 images/s [03/12 09:04:46] ppdet.engine INFO: Epoch: [1] [ 80/610] learning_rate: 0.239997 loss_vfl: 1.553211 loss_bbox: 0.765787 loss_dfl: 0.529162 loss: 2.849129 eta: 1 day, 19:24:58 batch_cost: 0.8281 data_cost: 0.0003 ips: 57.9641 images/s [03/12 09:05:04] ppdet.engine INFO: Epoch: [1] [100/610] learning_rate: 0.239997 loss_vfl: 1.573732 loss_bbox: 0.745342 loss_dfl: 0.531384 loss: 2.839861 eta: 1 day, 19:20:36 batch_cost: 0.8097 data_cost: 0.0032 ips: 59.2824 images/s [03/12 09:05:23] ppdet.engine INFO: Epoch: [1] [120/610] learning_rate: 0.239997 loss_vfl: 1.670966 loss_bbox: 0.775686 loss_dfl: 0.534071 loss: 2.988150 eta: 1 day, 19:18:52 batch_cost: 0.8385 data_cost: 0.0003 ips: 57.2420 images/s [03/12 09:05:41] ppdet.engine INFO: Epoch: [1] [140/610] learning_rate: 0.239996 loss_vfl: 1.568721 loss_bbox: 0.737339 loss_dfl: 0.528009 loss: 2.854521 eta: 1 day, 19:17:28 batch_cost: 0.8418 data_cost: 0.0003 ips: 57.0227 images/s [03/12 09:06:00] ppdet.engine INFO: Epoch: [1] [160/610] learning_rate: 0.239996 loss_vfl: 1.618922 loss_bbox: 0.768143 loss_dfl: 0.541848 loss: 2.906052 eta: 1 day, 19:18:37 batch_cost: 0.8734 data_cost: 0.0009 ips: 54.9587 images/s [03/12 09:06:19] ppdet.engine INFO: Epoch: [1] [180/610] learning_rate: 0.239996 loss_vfl: 1.619571 loss_bbox: 0.795142 loss_dfl: 0.547236 loss: 2.973648 eta: 1 day, 19:14:58 batch_cost: 0.8117 data_cost: 0.0003 ips: 59.1335 images/s [03/12 09:06:37] ppdet.engine INFO: Epoch: [1] [200/610] learning_rate: 0.239995 loss_vfl: 1.581310 loss_bbox: 0.762422 loss_dfl: 0.539847 loss: 2.874296 eta: 1 day, 19:12:42 batch_cost: 0.8280 data_cost: 0.0003 ips: 57.9712 images/s [03/12 09:06:56] ppdet.engine INFO: Epoch: [1] [220/610] learning_rate: 0.239995 loss_vfl: 1.481206 loss_bbox: 0.717016 loss_dfl: 0.509644 loss: 2.703874 eta: 1 day, 19:12:32 batch_cost: 0.8555 data_cost: 0.0003 ips: 56.1054 images/s [03/12 09:07:15] ppdet.engine INFO: Epoch: [1] [240/610] learning_rate: 0.239995 loss_vfl: 1.630291 loss_bbox: 0.796559 loss_dfl: 0.555130 loss: 2.955663 eta: 1 day, 19:10:38 batch_cost: 0.8313 data_cost: 0.0003 ips: 57.7420 images/s [03/12 09:07:33] ppdet.engine INFO: Epoch: [1] [260/610] learning_rate: 0.239994 loss_vfl: 1.604818 loss_bbox: 0.825927 loss_dfl: 0.575678 loss: 2.984131 eta: 1 day, 19:08:53 batch_cost: 0.8323 data_cost: 0.0003 ips: 57.6741 images/s [03/12 09:07:52] ppdet.engine INFO: Epoch: [1] [280/610] learning_rate: 0.239994 loss_vfl: 1.553948 loss_bbox: 0.762491 loss_dfl: 0.536737 loss: 2.857133 eta: 1 day, 19:06:20 batch_cost: 0.8195 data_cost: 0.0011 ips: 58.5742 images/s [03/12 09:08:10] ppdet.engine INFO: Epoch: [1] [300/610] learning_rate: 0.239993 loss_vfl: 1.597822 loss_bbox: 0.740315 loss_dfl: 0.533037 loss: 2.871707 eta: 1 day, 19:02:28 batch_cost: 0.7984 data_cost: 0.0033 ips: 60.1229 images/s [03/12 09:08:29] ppdet.engine INFO: Epoch: [1] [320/610] learning_rate: 0.239993 loss_vfl: 1.574409 loss_bbox: 0.800324 loss_dfl: 0.554604 loss: 2.871840 eta: 1 day, 19:01:20 batch_cost: 0.8379 data_cost: 0.0003 ips: 57.2852 images/s [03/12 09:08:47] ppdet.engine INFO: Epoch: [1] [340/610] learning_rate: 0.239993 loss_vfl: 1.547246 loss_bbox: 0.743933 loss_dfl: 0.525661 loss: 2.804078 eta: 1 day, 19:00:42 batch_cost: 0.8454 data_cost: 0.0003 ips: 56.7806 images/s [03/12 09:09:06] ppdet.engine INFO: Epoch: [1] [360/610] learning_rate: 0.239992 loss_vfl: 1.597995 loss_bbox: 0.796856 loss_dfl: 0.569410 loss: 2.993456 eta: 1 day, 19:00:28 batch_cost: 0.8512 data_cost: 0.0005 ips: 56.3942 images/s [03/12 09:09:23] ppdet.engine INFO: Epoch: [1] [380/610] learning_rate: 0.239992 loss_vfl: 1.645532 loss_bbox: 0.779317 loss_dfl: 0.542043 loss: 2.961966 eta: 1 day, 18:56:42 batch_cost: 0.7938 data_cost: 0.0003 ips: 60.4721 images/s [03/12 09:09:42] ppdet.engine INFO: Epoch: [1] [400/610] learning_rate: 0.239991 loss_vfl: 1.490188 loss_bbox: 0.715750 loss_dfl: 0.511347 loss: 2.640426 eta: 1 day, 18:54:44 batch_cost: 0.8214 data_cost: 0.0003 ips: 58.4375 images/s [03/12 09:10:00] ppdet.engine INFO: Epoch: [1] [420/610] learning_rate: 0.239991 loss_vfl: 1.483818 loss_bbox: 0.711638 loss_dfl: 0.518546 loss: 2.727798 eta: 1 day, 18:53:18 batch_cost: 0.8294 data_cost: 0.0004 ips: 57.8742 images/s [03/12 09:10:18] ppdet.engine INFO: Epoch: [1] [440/610] learning_rate: 0.239990 loss_vfl: 1.509832 loss_bbox: 0.732234 loss_dfl: 0.524579 loss: 2.746330 eta: 1 day, 18:52:46 batch_cost: 0.8440 data_cost: 0.0006 ips: 56.8698 images/s [03/12 09:10:37] ppdet.engine INFO: Epoch: [1] [460/610] learning_rate: 0.239989 loss_vfl: 1.525943 loss_bbox: 0.725278 loss_dfl: 0.514101 loss: 2.769069 eta: 1 day, 18:53:17 batch_cost: 0.8624 data_cost: 0.0003 ips: 55.6567 images/s [03/12 09:10:56] ppdet.engine INFO: Epoch: [1] [480/610] learning_rate: 0.239989 loss_vfl: 1.555977 loss_bbox: 0.771345 loss_dfl: 0.538757 loss: 2.883089 eta: 1 day, 18:53:33 batch_cost: 0.8588 data_cost: 0.0003 ips: 55.8904 images/s [03/12 09:11:15] ppdet.engine INFO: Epoch: [1] [500/610] learning_rate: 0.239988 loss_vfl: 1.491293 loss_bbox: 0.699818 loss_dfl: 0.496172 loss: 2.674475 eta: 1 day, 18:52:11 batch_cost: 0.8289 data_cost: 0.0003 ips: 57.9059 images/s [03/12 09:11:33] ppdet.engine INFO: Epoch: [1] [520/610] learning_rate: 0.239988 loss_vfl: 1.497351 loss_bbox: 0.692353 loss_dfl: 0.496860 loss: 2.688095 eta: 1 day, 18:51:10 batch_cost: 0.8346 data_cost: 0.0004 ips: 57.5160 images/s [03/12 09:11:52] ppdet.engine INFO: Epoch: [1] [540/610] learning_rate: 0.239987 loss_vfl: 1.603635 loss_bbox: 0.755841 loss_dfl: 0.544903 loss: 2.921603 eta: 1 day, 18:49:34 batch_cost: 0.8232 data_cost: 0.0003 ips: 58.3060 images/s [03/12 09:12:10] ppdet.engine INFO: Epoch: [1] [560/610] learning_rate: 0.239987 loss_vfl: 1.456401 loss_bbox: 0.687843 loss_dfl: 0.482688 loss: 2.608284 eta: 1 day, 18:47:11 batch_cost: 0.8073 data_cost: 0.0003 ips: 59.4553 images/s [03/12 09:12:29] ppdet.engine INFO: Epoch: [1] [580/610] learning_rate: 0.239986 loss_vfl: 1.560142 loss_bbox: 0.788128 loss_dfl: 0.551062 loss: 2.933215 eta: 1 day, 18:45:41 batch_cost: 0.8233 data_cost: 0.0003 ips: 58.2994 images/s [03/12 09:12:47] ppdet.engine INFO: Epoch: [1] [600/610] learning_rate: 0.239985 loss_vfl: 1.439869 loss_bbox: 0.708543 loss_dfl: 0.498607 loss: 2.660270 eta: 1 day, 18:45:33 batch_cost: 0.8497 data_cost: 0.0004 ips: 56.4932 images/s [03/12 09:13:01] ppdet.engine INFO: Epoch: [2] [ 0/610] learning_rate: 0.239985 loss_vfl: 1.461655 loss_bbox: 0.726492 loss_dfl: 0.517061 loss: 2.719732 eta: 1 day, 18:54:26 batch_cost: 1.0400 data_cost: 0.2358 ips: 46.1532 images/s [03/12 09:13:22] ppdet.engine INFO: Epoch: [2] [ 20/610] learning_rate: 0.239984 loss_vfl: 1.489883 loss_bbox: 0.715611 loss_dfl: 0.520958 loss: 2.727349 eta: 1 day, 19:00:12 batch_cost: 0.9738 data_cost: 0.0002 ips: 49.2932 images/s [03/12 09:13:40] ppdet.engine INFO: Epoch: [2] [ 40/610] learning_rate: 0.239984 loss_vfl: 1.533944 loss_bbox: 0.756886 loss_dfl: 0.547135 loss: 2.874074 eta: 1 day, 18:58:26 batch_cost: 0.8208 data_cost: 0.0003 ips: 58.4816 images/s [03/12 09:13:59] ppdet.engine INFO: Epoch: [2] [ 60/610] learning_rate: 0.239983 loss_vfl: 1.507809 loss_bbox: 0.732071 loss_dfl: 0.526948 loss: 2.814356 eta: 1 day, 18:58:44 batch_cost: 0.8637 data_cost: 0.0003 ips: 55.5717 images/s [03/12 09:14:18] ppdet.engine INFO: Epoch: [2] [ 80/610] learning_rate: 0.239982 loss_vfl: 1.514907 loss_bbox: 0.744375 loss_dfl: 0.522593 loss: 2.777925 eta: 1 day, 18:59:10 batch_cost: 0.8668 data_cost: 0.0003 ips: 55.3781 images/s [03/12 09:14:37] ppdet.engine INFO: Epoch: [2] [100/610] learning_rate: 0.239982 loss_vfl: 1.437547 loss_bbox: 0.718397 loss_dfl: 0.510515 loss: 2.666247 eta: 1 day, 18:58:12 batch_cost: 0.8368 data_cost: 0.0004 ips: 57.3595 images/s [03/12 09:14:56] ppdet.engine INFO: Epoch: [2] [120/610] learning_rate: 0.239981 loss_vfl: 1.527670 loss_bbox: 0.727402 loss_dfl: 0.525140 loss: 2.795178 eta: 1 day, 18:57:35 batch_cost: 0.8438 data_cost: 0.0004 ips: 56.8861 images/s [03/12 09:15:15] ppdet.engine INFO: Epoch: [2] [140/610] learning_rate: 0.239980 loss_vfl: 1.445145 loss_bbox: 0.701305 loss_dfl: 0.490910 loss: 2.637361 eta: 1 day, 18:55:40 batch_cost: 0.8147 data_cost: 0.0009 ips: 58.9158 images/s [03/12 09:15:33] ppdet.engine INFO: Epoch: [2] [160/610] learning_rate: 0.239979 loss_vfl: 1.538026 loss_bbox: 0.773162 loss_dfl: 0.526407 loss: 2.872596 eta: 1 day, 18:53:49 batch_cost: 0.8150 data_cost: 0.0003 ips: 58.8954 images/s [03/12 09:15:51] ppdet.engine INFO: Epoch: [2] [180/610] learning_rate: 0.239979 loss_vfl: 1.494436 loss_bbox: 0.730693 loss_dfl: 0.512786 loss: 2.752280 eta: 1 day, 18:52:13 batch_cost: 0.8201 data_cost: 0.0009 ips: 58.5316 images/s [03/12 09:16:10] ppdet.engine INFO: Epoch: [2] [200/610] learning_rate: 0.239978 loss_vfl: 1.519038 loss_bbox: 0.746542 loss_dfl: 0.537646 loss: 2.834466 eta: 1 day, 18:52:36 batch_cost: 0.8656 data_cost: 0.0003 ips: 55.4533 images/s [03/12 09:16:28] ppdet.engine INFO: Epoch: [2] [220/610] learning_rate: 0.239977 loss_vfl: 1.475213 loss_bbox: 0.716746 loss_dfl: 0.526209 loss: 2.735823 eta: 1 day, 18:49:48 batch_cost: 0.7901 data_cost: 0.0009 ips: 60.7517 images/s [03/12 09:16:47] ppdet.engine INFO: Epoch: [2] [240/610] learning_rate: 0.239976 loss_vfl: 1.447714 loss_bbox: 0.756699 loss_dfl: 0.515810 loss: 2.724915 eta: 1 day, 18:48:03 batch_cost: 0.8136 data_cost: 0.0003 ips: 58.9986 images/s [03/12 09:17:05] ppdet.engine INFO: Epoch: [2] [260/610] learning_rate: 0.239975 loss_vfl: 1.465969 loss_bbox: 0.738994 loss_dfl: 0.518590 loss: 2.704062 eta: 1 day, 18:46:54 batch_cost: 0.8275 data_cost: 0.0003 ips: 58.0063 images/s [03/12 09:17:24] ppdet.engine INFO: Epoch: [2] [280/610] learning_rate: 0.239974 loss_vfl: 1.471107 loss_bbox: 0.734495 loss_dfl: 0.523451 loss: 2.723366 eta: 1 day, 18:46:51 batch_cost: 0.8546 data_cost: 0.0003 ips: 56.1683 images/s [03/12 09:17:42] ppdet.engine INFO: Epoch: [2] [300/610] learning_rate: 0.239974 loss_vfl: 1.538202 loss_bbox: 0.719105 loss_dfl: 0.514212 loss: 2.755270 eta: 1 day, 18:45:06 batch_cost: 0.8117 data_cost: 0.0018 ips: 59.1374 images/s [03/12 09:18:00] ppdet.engine INFO: Epoch: [2] [320/610] learning_rate: 0.239973 loss_vfl: 1.545835 loss_bbox: 0.748159 loss_dfl: 0.540150 loss: 2.868518 eta: 1 day, 18:43:45 batch_cost: 0.8208 data_cost: 0.0003 ips: 58.4820 images/s [03/12 09:18:19] ppdet.engine INFO: Epoch: [2] [340/610] learning_rate: 0.239972 loss_vfl: 1.512456 loss_bbox: 0.745814 loss_dfl: 0.549256 loss: 2.839186 eta: 1 day, 18:43:12 batch_cost: 0.8408 data_cost: 0.0010 ips: 57.0859 images/s [03/12 09:18:38] ppdet.engine INFO: Epoch: [2] [360/610] learning_rate: 0.239971 loss_vfl: 1.458196 loss_bbox: 0.752548 loss_dfl: 0.529557 loss: 2.713981 eta: 1 day, 18:42:57 batch_cost: 0.8485 data_cost: 0.0003 ips: 56.5698 images/s [03/12 09:18:56] ppdet.engine INFO: Epoch: [2] [380/610] learning_rate: 0.239970 loss_vfl: 1.528957 loss_bbox: 0.747494 loss_dfl: 0.543096 loss: 2.833566 eta: 1 day, 18:42:44 batch_cost: 0.8491 data_cost: 0.0035 ips: 56.5291 images/s [03/12 09:19:15] ppdet.engine INFO: Epoch: [2] [400/610] learning_rate: 0.239969 loss_vfl: 1.498249 loss_bbox: 0.735208 loss_dfl: 0.531776 loss: 2.828696 eta: 1 day, 18:42:36 batch_cost: 0.8516 data_cost: 0.0010 ips: 56.3628 images/s [03/12 09:19:33] ppdet.engine INFO: Epoch: [2] [420/610] learning_rate: 0.239968 loss_vfl: 1.526657 loss_bbox: 0.769991 loss_dfl: 0.544790 loss: 2.883344 eta: 1 day, 18:41:38 batch_cost: 0.8293 data_cost: 0.0012 ips: 57.8817 images/s [03/12 09:19:52] ppdet.engine INFO: Epoch: [2] [440/610] learning_rate: 0.239967 loss_vfl: 1.433919 loss_bbox: 0.684764 loss_dfl: 0.495071 loss: 2.617652 eta: 1 day, 18:41:25 batch_cost: 0.8492 data_cost: 0.0003 ips: 56.5255 images/s [03/12 09:20:12] ppdet.engine INFO: Epoch: [2] [460/610] learning_rate: 0.239966 loss_vfl: 1.523973 loss_bbox: 0.726937 loss_dfl: 0.528321 loss: 2.783232 eta: 1 day, 18:41:12 batch_cost: 0.8496 data_cost: 0.0003 ips: 56.4949 images/s [03/12 09:20:30] ppdet.engine INFO: Epoch: [2] [480/610] learning_rate: 0.239965 loss_vfl: 1.415064 loss_bbox: 0.680993 loss_dfl: 0.487573 loss: 2.594096 eta: 1 day, 18:41:00 batch_cost: 0.8497 data_cost: 0.0003 ips: 56.4880 images/s [03/12 09:20:49] ppdet.engine INFO: Epoch: [2] [500/610] learning_rate: 0.239964 loss_vfl: 1.460055 loss_bbox: 0.712930 loss_dfl: 0.510281 loss: 2.677836 eta: 1 day, 18:40:37 batch_cost: 0.8447 data_cost: 0.0003 ips: 56.8222 images/s [03/12 09:21:07] ppdet.engine INFO: Epoch: [2] [520/610] learning_rate: 0.239963 loss_vfl: 1.458772 loss_bbox: 0.692586 loss_dfl: 0.505778 loss: 2.621107 eta: 1 day, 18:39:05 batch_cost: 0.8115 data_cost: 0.0003 ips: 59.1475 images/s [03/12 09:21:26] ppdet.engine INFO: Epoch: [2] [540/610] learning_rate: 0.239962 loss_vfl: 1.502389 loss_bbox: 0.735598 loss_dfl: 0.512639 loss: 2.686223 eta: 1 day, 18:38:10 batch_cost: 0.8284 data_cost: 0.0003 ips: 57.9438 images/s [03/12 09:21:44] ppdet.engine INFO: Epoch: [2] [560/610] learning_rate: 0.239961 loss_vfl: 1.471757 loss_bbox: 0.741857 loss_dfl: 0.531762 loss: 2.758874 eta: 1 day, 18:37:32 batch_cost: 0.8368 data_cost: 0.0003 ips: 57.3638 images/s [03/12 09:22:03] ppdet.engine INFO: Epoch: [2] [580/610] learning_rate: 0.239960 loss_vfl: 1.511425 loss_bbox: 0.743610 loss_dfl: 0.537560 loss: 2.808899 eta: 1 day, 18:36:50 batch_cost: 0.8341 data_cost: 0.0010 ips: 57.5437 images/s [03/12 09:22:21] ppdet.engine INFO: Epoch: [2] [600/610] learning_rate: 0.239959 loss_vfl: 1.494077 loss_bbox: 0.727519 loss_dfl: 0.517129 loss: 2.728685 eta: 1 day, 18:36:29 batch_cost: 0.8446 data_cost: 0.0004 ips: 56.8332 images/s [03/12 09:22:35] ppdet.engine INFO: Epoch: [3] [ 0/610] learning_rate: 0.239958 loss_vfl: 1.505538 loss_bbox: 0.744769 loss_dfl: 0.533891 loss: 2.791953 eta: 1 day, 18:42:39 batch_cost: 1.0287 data_cost: 0.1943 ips: 46.6591 images/s [03/12 09:22:55] ppdet.engine INFO: Epoch: [3] [ 20/610] learning_rate: 0.239957 loss_vfl: 1.417717 loss_bbox: 0.670200 loss_dfl: 0.482974 loss: 2.578214 eta: 1 day, 18:43:56 batch_cost: 0.8964 data_cost: 0.0003 ips: 53.5491 images/s [03/12 09:23:14] ppdet.engine INFO: Epoch: [3] [ 40/610] learning_rate: 0.239956 loss_vfl: 1.436790 loss_bbox: 0.687803 loss_dfl: 0.489228 loss: 2.626199 eta: 1 day, 18:44:51 batch_cost: 0.8864 data_cost: 0.0007 ips: 54.1502 images/s [03/12 09:23:33] ppdet.engine INFO: Epoch: [3] [ 60/610] learning_rate: 0.239955 loss_vfl: 1.407491 loss_bbox: 0.680236 loss_dfl: 0.498706 loss: 2.582047 eta: 1 day, 18:43:24 batch_cost: 0.8131 data_cost: 0.0003 ips: 59.0349 images/s [03/12 09:23:51] ppdet.engine INFO: Epoch: [3] [ 80/610] learning_rate: 0.239954 loss_vfl: 1.515066 loss_bbox: 0.748609 loss_dfl: 0.524972 loss: 2.792618 eta: 1 day, 18:43:11 batch_cost: 0.8514 data_cost: 0.0003 ips: 56.3798 images/s [03/12 09:24:10] ppdet.engine INFO: Epoch: [3] [100/610] learning_rate: 0.239953 loss_vfl: 1.478892 loss_bbox: 0.713701 loss_dfl: 0.512682 loss: 2.708361 eta: 1 day, 18:41:53 batch_cost: 0.8167 data_cost: 0.0008 ips: 58.7708 images/s [03/12 09:24:29] ppdet.engine INFO: Epoch: [3] [120/610] learning_rate: 0.239952 loss_vfl: 1.354403 loss_bbox: 0.646857 loss_dfl: 0.481361 loss: 2.501594 eta: 1 day, 18:42:02 batch_cost: 0.8632 data_cost: 0.0009 ips: 55.6073 images/s [03/12 09:24:47] ppdet.engine INFO: Epoch: [3] [140/610] learning_rate: 0.239951 loss_vfl: 1.442878 loss_bbox: 0.691848 loss_dfl: 0.507197 loss: 2.649539 eta: 1 day, 18:41:35 batch_cost: 0.8433 data_cost: 0.0003 ips: 56.9207 images/s [03/12 09:25:06] ppdet.engine INFO: Epoch: [3] [160/610] learning_rate: 0.239949 loss_vfl: 1.486645 loss_bbox: 0.725768 loss_dfl: 0.519190 loss: 2.708203 eta: 1 day, 18:40:51 batch_cost: 0.8344 data_cost: 0.0003 ips: 57.5286 images/s [03/12 09:25:24] ppdet.engine INFO: Epoch: [3] [180/610] learning_rate: 0.239948 loss_vfl: 1.536400 loss_bbox: 0.780061 loss_dfl: 0.549867 loss: 2.816203 eta: 1 day, 18:40:09 batch_cost: 0.8351 data_cost: 0.0003 ips: 57.4789 images/s [03/12 09:25:43] ppdet.engine INFO: Epoch: [3] [200/610] learning_rate: 0.239947 loss_vfl: 1.507861 loss_bbox: 0.747800 loss_dfl: 0.533375 loss: 2.840735 eta: 1 day, 18:40:19 batch_cost: 0.8638 data_cost: 0.0003 ips: 55.5682 images/s [03/12 09:26:02] ppdet.engine INFO: Epoch: [3] [220/610] learning_rate: 0.239946 loss_vfl: 1.454337 loss_bbox: 0.697327 loss_dfl: 0.493718 loss: 2.637275 eta: 1 day, 18:40:47 batch_cost: 0.8740 data_cost: 0.0003 ips: 54.9221 images/s [03/12 09:26:21] ppdet.engine INFO: Epoch: [3] [240/610] learning_rate: 0.239944 loss_vfl: 1.453453 loss_bbox: 0.727127 loss_dfl: 0.534671 loss: 2.709573 eta: 1 day, 18:39:45 batch_cost: 0.8236 data_cost: 0.0003 ips: 58.2834 images/s [03/12 09:26:39] ppdet.engine INFO: Epoch: [3] [260/610] learning_rate: 0.239943 loss_vfl: 1.456936 loss_bbox: 0.737684 loss_dfl: 0.524871 loss: 2.744364 eta: 1 day, 18:38:34 batch_cost: 0.8177 data_cost: 0.0003 ips: 58.6995 images/s [03/12 09:26:57] ppdet.engine INFO: Epoch: [3] [280/610] learning_rate: 0.239942 loss_vfl: 1.477147 loss_bbox: 0.746054 loss_dfl: 0.525674 loss: 2.736920 eta: 1 day, 18:37:36 batch_cost: 0.8245 data_cost: 0.0003 ips: 58.2175 images/s [03/12 09:27:15] ppdet.engine INFO: Epoch: [3] [300/610] learning_rate: 0.239941 loss_vfl: 1.434165 loss_bbox: 0.701627 loss_dfl: 0.507207 loss: 2.640424 eta: 1 day, 18:36:47 batch_cost: 0.8298 data_cost: 0.0009 ips: 57.8442 images/s [03/12 09:27:32] ppdet.engine INFO: Epoch: [3] [320/610] learning_rate: 0.239939 loss_vfl: 1.417523 loss_bbox: 0.712948 loss_dfl: 0.515716 loss: 2.671346 eta: 1 day, 18:34:48 batch_cost: 0.7874 data_cost: 0.0003 ips: 60.9608 images/s [03/12 09:27:51] ppdet.engine INFO: Epoch: [3] [340/610] learning_rate: 0.239938 loss_vfl: 1.455225 loss_bbox: 0.727806 loss_dfl: 0.506577 loss: 2.716125 eta: 1 day, 18:34:31 batch_cost: 0.8477 data_cost: 0.0006 ips: 56.6259 images/s [03/12 09:28:09] ppdet.engine INFO: Epoch: [3] [360/610] learning_rate: 0.239937 loss_vfl: 1.369503 loss_bbox: 0.677761 loss_dfl: 0.491250 loss: 2.525769 eta: 1 day, 18:33:25 batch_cost: 0.8173 data_cost: 0.0003 ips: 58.7290 images/s [03/12 09:28:28] ppdet.engine INFO: Epoch: [3] [380/610] learning_rate: 0.239935 loss_vfl: 1.464509 loss_bbox: 0.679012 loss_dfl: 0.497316 loss: 2.622633 eta: 1 day, 18:32:47 batch_cost: 0.8346 data_cost: 0.0003 ips: 57.5143 images/s [03/12 09:28:47] ppdet.engine INFO: Epoch: [3] [400/610] learning_rate: 0.239934 loss_vfl: 1.399668 loss_bbox: 0.700395 loss_dfl: 0.509514 loss: 2.613856 eta: 1 day, 18:32:43 batch_cost: 0.8551 data_cost: 0.0003 ips: 56.1342 images/s [03/12 09:29:06] ppdet.engine INFO: Epoch: [3] [420/610] learning_rate: 0.239933 loss_vfl: 1.362081 loss_bbox: 0.635223 loss_dfl: 0.475009 loss: 2.457920 eta: 1 day, 18:32:30 batch_cost: 0.8500 data_cost: 0.0003 ips: 56.4706 images/s [03/12 09:29:25] ppdet.engine INFO: Epoch: [3] [440/610] learning_rate: 0.239931 loss_vfl: 1.330040 loss_bbox: 0.662749 loss_dfl: 0.464519 loss: 2.460177 eta: 1 day, 18:32:00 batch_cost: 0.8393 data_cost: 0.0003 ips: 57.1901 images/s [03/12 09:29:43] ppdet.engine INFO: Epoch: [3] [460/610] learning_rate: 0.239930 loss_vfl: 1.432035 loss_bbox: 0.719563 loss_dfl: 0.519057 loss: 2.676737 eta: 1 day, 18:31:08 batch_cost: 0.8248 data_cost: 0.0003 ips: 58.1982 images/s [03/12 09:30:02] ppdet.engine INFO: Epoch: [3] [480/610] learning_rate: 0.239928 loss_vfl: 1.432121 loss_bbox: 0.687429 loss_dfl: 0.511504 loss: 2.646037 eta: 1 day, 18:30:53 batch_cost: 0.8485 data_cost: 0.0003 ips: 56.5684 images/s [03/12 09:30:21] ppdet.engine INFO: Epoch: [3] [500/610] learning_rate: 0.239927 loss_vfl: 1.416827 loss_bbox: 0.698439 loss_dfl: 0.505780 loss: 2.616842 eta: 1 day, 18:31:49 batch_cost: 0.8940 data_cost: 0.0003 ips: 53.6904 images/s [03/12 09:30:40] ppdet.engine INFO: Epoch: [3] [520/610] learning_rate: 0.239925 loss_vfl: 1.438346 loss_bbox: 0.698446 loss_dfl: 0.497448 loss: 2.624102 eta: 1 day, 18:31:18 batch_cost: 0.8381 data_cost: 0.0007 ips: 57.2729 images/s [03/12 09:30:58] ppdet.engine INFO: Epoch: [3] [540/610] learning_rate: 0.239924 loss_vfl: 1.469678 loss_bbox: 0.737729 loss_dfl: 0.524916 loss: 2.754545 eta: 1 day, 18:29:57 batch_cost: 0.8053 data_cost: 0.0003 ips: 59.6068 images/s [03/12 09:31:16] ppdet.engine INFO: Epoch: [3] [560/610] learning_rate: 0.239923 loss_vfl: 1.439079 loss_bbox: 0.714525 loss_dfl: 0.512410 loss: 2.656340 eta: 1 day, 18:29:37 batch_cost: 0.8453 data_cost: 0.0003 ips: 56.7822 images/s [03/12 09:31:36] ppdet.engine INFO: Epoch: [3] [580/610] learning_rate: 0.239921 loss_vfl: 1.405934 loss_bbox: 0.705827 loss_dfl: 0.508970 loss: 2.625631 eta: 1 day, 18:29:53 batch_cost: 0.8691 data_cost: 0.0003 ips: 55.2270 images/s [03/12 09:31:55] ppdet.engine INFO: Epoch: [3] [600/610] learning_rate: 0.239920 loss_vfl: 1.451320 loss_bbox: 0.714635 loss_dfl: 0.510955 loss: 2.719696 eta: 1 day, 18:29:52 batch_cost: 0.8579 data_cost: 0.0004 ips: 55.9485 images/s [03/12 09:32:09] ppdet.engine INFO: Epoch: [4] [ 0/610] learning_rate: 0.239919 loss_vfl: 1.361654 loss_bbox: 0.707777 loss_dfl: 0.504690 loss: 2.548103 eta: 1 day, 18:34:47 batch_cost: 1.0597 data_cost: 0.1410 ips: 45.2971 images/s [03/12 09:32:30] ppdet.engine INFO: Epoch: [4] [ 20/610] learning_rate: 0.239917 loss_vfl: 1.376636 loss_bbox: 0.685074 loss_dfl: 0.491149 loss: 2.590644 eta: 1 day, 18:36:38 batch_cost: 0.9363 data_cost: 0.0003 ips: 51.2668 images/s [03/12 09:32:48] ppdet.engine INFO: Epoch: [4] [ 40/610] learning_rate: 0.239916 loss_vfl: 1.446892 loss_bbox: 0.721308 loss_dfl: 0.517521 loss: 2.679228 eta: 1 day, 18:35:23 batch_cost: 0.8095 data_cost: 0.0003 ips: 59.2994 images/s [03/12 09:33:07] ppdet.engine INFO: Epoch: [4] [ 60/610] learning_rate: 0.239914 loss_vfl: 1.384646 loss_bbox: 0.690409 loss_dfl: 0.498759 loss: 2.564622 eta: 1 day, 18:35:10 batch_cost: 0.8520 data_cost: 0.0003 ips: 56.3349 images/s [03/12 09:33:25] ppdet.engine INFO: Epoch: [4] [ 80/610] learning_rate: 0.239913 loss_vfl: 1.431016 loss_bbox: 0.712476 loss_dfl: 0.511925 loss: 2.653862 eta: 1 day, 18:34:58 batch_cost: 0.8530 data_cost: 0.0003 ips: 56.2687 images/s [03/12 09:33:44] ppdet.engine INFO: Epoch: [4] [100/610] learning_rate: 0.239911 loss_vfl: 1.349289 loss_bbox: 0.639457 loss_dfl: 0.465408 loss: 2.484402 eta: 1 day, 18:33:20 batch_cost: 0.7920 data_cost: 0.0003 ips: 60.6073 images/s [03/12 09:34:03] ppdet.engine INFO: Epoch: [4] [120/610] learning_rate: 0.239909 loss_vfl: 1.459440 loss_bbox: 0.748859 loss_dfl: 0.531988 loss: 2.707966 eta: 1 day, 18:34:02 batch_cost: 0.8907 data_cost: 0.0043 ips: 53.8877 images/s [03/12 09:34:22] ppdet.engine INFO: Epoch: [4] [140/610] learning_rate: 0.239908 loss_vfl: 1.393143 loss_bbox: 0.690222 loss_dfl: 0.495195 loss: 2.594019 eta: 1 day, 18:34:14 batch_cost: 0.8705 data_cost: 0.0003 ips: 55.1385 images/s [03/12 09:34:40] ppdet.engine INFO: Epoch: [4] [160/610] learning_rate: 0.239906 loss_vfl: 1.431298 loss_bbox: 0.710322 loss_dfl: 0.522774 loss: 2.663126 eta: 1 day, 18:32:27 batch_cost: 0.7847 data_cost: 0.0003 ips: 61.1726 images/s [03/12 09:34:58] ppdet.engine INFO: Epoch: [4] [180/610] learning_rate: 0.239905 loss_vfl: 1.494221 loss_bbox: 0.709530 loss_dfl: 0.523169 loss: 2.783831 eta: 1 day, 18:31:55 batch_cost: 0.8374 data_cost: 0.0003 ips: 57.3188 images/s [03/12 09:35:17] ppdet.engine INFO: Epoch: [4] [200/610] learning_rate: 0.239903 loss_vfl: 1.508426 loss_bbox: 0.711842 loss_dfl: 0.524507 loss: 2.771183 eta: 1 day, 18:31:55 batch_cost: 0.8618 data_cost: 0.0008 ips: 55.6951 images/s [03/12 09:35:36] ppdet.engine INFO: Epoch: [4] [220/610] learning_rate: 0.239901 loss_vfl: 1.478964 loss_bbox: 0.736205 loss_dfl: 0.535880 loss: 2.741170 eta: 1 day, 18:31:20 batch_cost: 0.8352 data_cost: 0.0003 ips: 57.4726 images/s [03/12 09:35:55] ppdet.engine INFO: Epoch: [4] [240/610] learning_rate: 0.239900 loss_vfl: 1.469684 loss_bbox: 0.692943 loss_dfl: 0.501681 loss: 2.667962 eta: 1 day, 18:30:46 batch_cost: 0.8362 data_cost: 0.0021 ips: 57.4039 images/s [03/12 09:36:14] ppdet.engine INFO: Epoch: [4] [260/610] learning_rate: 0.239898 loss_vfl: 1.429213 loss_bbox: 0.664493 loss_dfl: 0.491668 loss: 2.591074 eta: 1 day, 18:30:54 batch_cost: 0.8674 data_cost: 0.0003 ips: 55.3409 images/s [03/12 09:36:32] ppdet.engine INFO: Epoch: [4] [280/610] learning_rate: 0.239896 loss_vfl: 1.333721 loss_bbox: 0.680675 loss_dfl: 0.481290 loss: 2.474366 eta: 1 day, 18:29:49 batch_cost: 0.8131 data_cost: 0.0008 ips: 59.0353 images/s [03/12 09:36:50] ppdet.engine INFO: Epoch: [4] [300/610] learning_rate: 0.239894 loss_vfl: 1.416288 loss_bbox: 0.712652 loss_dfl: 0.516929 loss: 2.621222 eta: 1 day, 18:28:12 batch_cost: 0.7879 data_cost: 0.0003 ips: 60.9182 images/s [03/12 09:37:08] ppdet.engine INFO: Epoch: [4] [320/610] learning_rate: 0.239893 loss_vfl: 1.355669 loss_bbox: 0.671238 loss_dfl: 0.483386 loss: 2.502319 eta: 1 day, 18:26:32 batch_cost: 0.7839 data_cost: 0.0003 ips: 61.2310 images/s [03/12 09:37:26] ppdet.engine INFO: Epoch: [4] [340/610] learning_rate: 0.239891 loss_vfl: 1.448163 loss_bbox: 0.716247 loss_dfl: 0.523343 loss: 2.689080 eta: 1 day, 18:25:40 batch_cost: 0.8212 data_cost: 0.0009 ips: 58.4543 images/s [03/12 09:37:44] ppdet.engine INFO: Epoch: [4] [360/610] learning_rate: 0.239889 loss_vfl: 1.413033 loss_bbox: 0.682346 loss_dfl: 0.493801 loss: 2.540455 eta: 1 day, 18:24:03 batch_cost: 0.7855 data_cost: 0.0003 ips: 61.1094 images/s [03/12 09:38:03] ppdet.engine INFO: Epoch: [4] [380/610] learning_rate: 0.239887 loss_vfl: 1.411368 loss_bbox: 0.697186 loss_dfl: 0.497700 loss: 2.620076 eta: 1 day, 18:23:51 batch_cost: 0.8509 data_cost: 0.0003 ips: 56.4117 images/s [03/12 09:38:21] ppdet.engine INFO: Epoch: [4] [400/610] learning_rate: 0.239886 loss_vfl: 1.507490 loss_bbox: 0.715378 loss_dfl: 0.522366 loss: 2.783945 eta: 1 day, 18:23:30 batch_cost: 0.8439 data_cost: 0.0003 ips: 56.8757 images/s [03/12 09:38:40] ppdet.engine INFO: Epoch: [4] [420/610] learning_rate: 0.239884 loss_vfl: 1.383212 loss_bbox: 0.671840 loss_dfl: 0.488566 loss: 2.517530 eta: 1 day, 18:23:11 batch_cost: 0.8451 data_cost: 0.0003 ips: 56.7968 images/s [03/12 09:38:59] ppdet.engine INFO: Epoch: [4] [440/610] learning_rate: 0.239882 loss_vfl: 1.298445 loss_bbox: 0.631256 loss_dfl: 0.461427 loss: 2.365821 eta: 1 day, 18:23:30 batch_cost: 0.8762 data_cost: 0.0011 ips: 54.7821 images/s [03/12 09:39:17] ppdet.engine INFO: Epoch: [4] [460/610] learning_rate: 0.239880 loss_vfl: 1.349833 loss_bbox: 0.683343 loss_dfl: 0.498166 loss: 2.530766 eta: 1 day, 18:22:32 batch_cost: 0.8136 data_cost: 0.0003 ips: 58.9993 images/s [03/12 09:39:35] ppdet.engine INFO: Epoch: [4] [480/610] learning_rate: 0.239878 loss_vfl: 1.375171 loss_bbox: 0.656050 loss_dfl: 0.475601 loss: 2.471504 eta: 1 day, 18:21:43 batch_cost: 0.8214 data_cost: 0.0003 ips: 58.4382 images/s [03/12 09:39:54] ppdet.engine INFO: Epoch: [4] [500/610] learning_rate: 0.239876 loss_vfl: 1.397640 loss_bbox: 0.697887 loss_dfl: 0.504800 loss: 2.588668 eta: 1 day, 18:20:52 batch_cost: 0.8190 data_cost: 0.0003 ips: 58.6096 images/s [03/12 09:40:12] ppdet.engine INFO: Epoch: [4] [520/610] learning_rate: 0.239874 loss_vfl: 1.452117 loss_bbox: 0.678723 loss_dfl: 0.499669 loss: 2.591567 eta: 1 day, 18:19:26 batch_cost: 0.7902 data_cost: 0.0003 ips: 60.7469 images/s [03/12 09:40:30] ppdet.engine INFO: Epoch: [4] [540/610] learning_rate: 0.239873 loss_vfl: 1.325819 loss_bbox: 0.679070 loss_dfl: 0.481197 loss: 2.484964 eta: 1 day, 18:18:59 batch_cost: 0.8375 data_cost: 0.0003 ips: 57.3158 images/s [03/12 09:40:48] ppdet.engine INFO: Epoch: [4] [560/610] learning_rate: 0.239871 loss_vfl: 1.329474 loss_bbox: 0.652666 loss_dfl: 0.481512 loss: 2.469189 eta: 1 day, 18:18:37 batch_cost: 0.8426 data_cost: 0.0003 ips: 56.9676 images/s [03/12 09:41:07] ppdet.engine INFO: Epoch: [4] [580/610] learning_rate: 0.239869 loss_vfl: 1.348201 loss_bbox: 0.640815 loss_dfl: 0.471406 loss: 2.484224 eta: 1 day, 18:18:07 batch_cost: 0.8347 data_cost: 0.0003 ips: 57.5078 images/s [03/12 09:41:25] ppdet.engine INFO: Epoch: [4] [600/610] learning_rate: 0.239867 loss_vfl: 1.371278 loss_bbox: 0.644580 loss_dfl: 0.470571 loss: 2.505597 eta: 1 day, 18:17:03 batch_cost: 0.8068 data_cost: 0.0003 ips: 59.4949 images/s [03/12 09:41:39] ppdet.engine INFO: Epoch: [5] [ 0/610] learning_rate: 0.239866 loss_vfl: 1.367096 loss_bbox: 0.664455 loss_dfl: 0.480994 loss: 2.526175 eta: 1 day, 18:21:31 batch_cost: 1.0650 data_cost: 0.1638 ips: 45.0690 images/s [03/12 09:42:01] ppdet.engine INFO: Epoch: [5] [ 20/610] learning_rate: 0.239864 loss_vfl: 1.351989 loss_bbox: 0.667882 loss_dfl: 0.485714 loss: 2.507224 eta: 1 day, 18:23:39 batch_cost: 0.9715 data_cost: 0.0009 ips: 49.4091 images/s [03/12 09:42:20] ppdet.engine INFO: Epoch: [5] [ 40/610] learning_rate: 0.239862 loss_vfl: 1.311275 loss_bbox: 0.633726 loss_dfl: 0.470218 loss: 2.436495 eta: 1 day, 18:23:50 batch_cost: 0.8719 data_cost: 0.0003 ips: 55.0535 images/s [03/12 09:42:38] ppdet.engine INFO: Epoch: [5] [ 60/610] learning_rate: 0.239860 loss_vfl: 1.305198 loss_bbox: 0.678264 loss_dfl: 0.485062 loss: 2.453594 eta: 1 day, 18:23:21 batch_cost: 0.8383 data_cost: 0.0003 ips: 57.2562 images/s [03/12 09:42:57] ppdet.engine INFO: Epoch: [5] [ 80/610] learning_rate: 0.239858 loss_vfl: 1.416921 loss_bbox: 0.690642 loss_dfl: 0.509956 loss: 2.603292 eta: 1 day, 18:22:48 batch_cost: 0.8337 data_cost: 0.0003 ips: 57.5720 images/s [03/12 09:43:16] ppdet.engine INFO: Epoch: [5] [100/610] learning_rate: 0.239856 loss_vfl: 1.353141 loss_bbox: 0.658483 loss_dfl: 0.486069 loss: 2.507321 eta: 1 day, 18:21:55 batch_cost: 0.8166 data_cost: 0.0003 ips: 58.7808 images/s [03/12 09:43:34] ppdet.engine INFO: Epoch: [5] [120/610] learning_rate: 0.239854 loss_vfl: 1.346128 loss_bbox: 0.650000 loss_dfl: 0.476943 loss: 2.492523 eta: 1 day, 18:20:59 batch_cost: 0.8135 data_cost: 0.0009 ips: 59.0043 images/s [03/12 09:43:53] ppdet.engine INFO: Epoch: [5] [140/610] learning_rate: 0.239852 loss_vfl: 1.324203 loss_bbox: 0.636422 loss_dfl: 0.468878 loss: 2.435607 eta: 1 day, 18:20:44 batch_cost: 0.8501 data_cost: 0.0014 ips: 56.4612 images/s [03/12 09:44:11] ppdet.engine INFO: Epoch: [5] [160/610] learning_rate: 0.239850 loss_vfl: 1.339970 loss_bbox: 0.654144 loss_dfl: 0.484276 loss: 2.497106 eta: 1 day, 18:20:19 batch_cost: 0.8403 data_cost: 0.0003 ips: 57.1193 images/s [03/12 09:44:30] ppdet.engine INFO: Epoch: [5] [180/610] learning_rate: 0.239848 loss_vfl: 1.489945 loss_bbox: 0.725076 loss_dfl: 0.532828 loss: 2.753747 eta: 1 day, 18:20:05 batch_cost: 0.8505 data_cost: 0.0013 ips: 56.4407 images/s [03/12 09:44:48] ppdet.engine INFO: Epoch: [5] [200/610] learning_rate: 0.239846 loss_vfl: 1.505486 loss_bbox: 0.752814 loss_dfl: 0.536547 loss: 2.787674 eta: 1 day, 18:19:15 batch_cost: 0.8176 data_cost: 0.0003 ips: 58.7057 images/s [03/12 09:45:07] ppdet.engine INFO: Epoch: [5] [220/610] learning_rate: 0.239844 loss_vfl: 1.465159 loss_bbox: 0.723213 loss_dfl: 0.518065 loss: 2.708383 eta: 1 day, 18:19:20 batch_cost: 0.8680 data_cost: 0.0003 ips: 55.3003 images/s [03/12 09:45:25] ppdet.engine INFO: Epoch: [5] [240/610] learning_rate: 0.239841 loss_vfl: 1.414627 loss_bbox: 0.664537 loss_dfl: 0.492751 loss: 2.554825 eta: 1 day, 18:18:25 batch_cost: 0.8125 data_cost: 0.0003 ips: 59.0750 images/s [03/12 09:45:43] ppdet.engine INFO: Epoch: [5] [260/610] learning_rate: 0.239839 loss_vfl: 1.425105 loss_bbox: 0.717072 loss_dfl: 0.518421 loss: 2.674688 eta: 1 day, 18:17:36 batch_cost: 0.8186 data_cost: 0.0003 ips: 58.6385 images/s [03/12 09:46:02] ppdet.engine INFO: Epoch: [5] [280/610] learning_rate: 0.239837 loss_vfl: 1.403577 loss_bbox: 0.672286 loss_dfl: 0.488664 loss: 2.543795 eta: 1 day, 18:17:24 batch_cost: 0.8517 data_cost: 0.0003 ips: 56.3562 images/s [03/12 09:46:20] ppdet.engine INFO: Epoch: [5] [300/610] learning_rate: 0.239835 loss_vfl: 1.431663 loss_bbox: 0.681734 loss_dfl: 0.503261 loss: 2.593557 eta: 1 day, 18:16:41 batch_cost: 0.8230 data_cost: 0.0003 ips: 58.3212 images/s [03/12 09:46:40] ppdet.engine INFO: Epoch: [5] [320/610] learning_rate: 0.239833 loss_vfl: 1.325527 loss_bbox: 0.654746 loss_dfl: 0.477367 loss: 2.451681 eta: 1 day, 18:17:12 batch_cost: 0.8922 data_cost: 0.0003 ips: 53.7991 images/s [03/12 09:46:59] ppdet.engine INFO: Epoch: [5] [340/610] learning_rate: 0.239831 loss_vfl: 1.408594 loss_bbox: 0.704319 loss_dfl: 0.510110 loss: 2.593080 eta: 1 day, 18:17:07 batch_cost: 0.8589 data_cost: 0.0003 ips: 55.8858 images/s [03/12 09:47:18] ppdet.engine INFO: Epoch: [5] [360/610] learning_rate: 0.239828 loss_vfl: 1.446522 loss_bbox: 0.724642 loss_dfl: 0.525939 loss: 2.671128 eta: 1 day, 18:17:06 batch_cost: 0.8620 data_cost: 0.0003 ips: 55.6872 images/s [03/12 09:47:36] ppdet.engine INFO: Epoch: [5] [380/610] learning_rate: 0.239826 loss_vfl: 1.331630 loss_bbox: 0.653607 loss_dfl: 0.492915 loss: 2.496742 eta: 1 day, 18:16:36 batch_cost: 0.8357 data_cost: 0.0003 ips: 57.4355 images/s [03/12 09:47:55] ppdet.engine INFO: Epoch: [5] [400/610] learning_rate: 0.239824 loss_vfl: 1.390460 loss_bbox: 0.694906 loss_dfl: 0.502650 loss: 2.568280 eta: 1 day, 18:15:51 batch_cost: 0.8208 data_cost: 0.0003 ips: 58.4802 images/s [03/12 09:48:14] ppdet.engine INFO: Epoch: [5] [420/610] learning_rate: 0.239822 loss_vfl: 1.327405 loss_bbox: 0.634713 loss_dfl: 0.472499 loss: 2.430271 eta: 1 day, 18:16:00 batch_cost: 0.8721 data_cost: 0.0016 ips: 55.0378 images/s [03/12 09:48:32] ppdet.engine INFO: Epoch: [5] [440/610] learning_rate: 0.239820 loss_vfl: 1.397095 loss_bbox: 0.697739 loss_dfl: 0.500084 loss: 2.613749 eta: 1 day, 18:15:10 batch_cost: 0.8152 data_cost: 0.0003 ips: 58.8808 images/s [03/12 09:48:50] ppdet.engine INFO: Epoch: [5] 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0.704136 loss_dfl: 0.521587 loss: 2.648941 eta: 1 day, 18:13:12 batch_cost: 0.8571 data_cost: 0.0003 ips: 56.0043 images/s [03/12 09:50:23] ppdet.engine INFO: Epoch: [5] [560/610] learning_rate: 0.239806 loss_vfl: 1.385734 loss_bbox: 0.687564 loss_dfl: 0.493323 loss: 2.554834 eta: 1 day, 18:12:44 batch_cost: 0.8365 data_cost: 0.0003 ips: 57.3810 images/s [03/12 09:50:42] ppdet.engine INFO: Epoch: [5] [580/610] learning_rate: 0.239803 loss_vfl: 1.347125 loss_bbox: 0.636312 loss_dfl: 0.477283 loss: 2.439016 eta: 1 day, 18:12:43 batch_cost: 0.8631 data_cost: 0.0007 ips: 55.6114 images/s [03/12 09:51:01] ppdet.engine INFO: Epoch: [5] [600/610] learning_rate: 0.239801 loss_vfl: 1.281213 loss_bbox: 0.660348 loss_dfl: 0.472734 loss: 2.420352 eta: 1 day, 18:11:47 batch_cost: 0.8076 data_cost: 0.0004 ips: 59.4333 images/s [03/12 09:51:15] ppdet.engine INFO: Epoch: [6] [ 0/610] learning_rate: 0.239800 loss_vfl: 1.301837 loss_bbox: 0.663376 loss_dfl: 0.489171 loss: 2.450539 eta: 1 day, 18:14:37 batch_cost: 0.9930 data_cost: 0.1700 ips: 48.3368 images/s [03/12 09:51:36] ppdet.engine INFO: Epoch: [6] [ 20/610] learning_rate: 0.239797 loss_vfl: 1.355740 loss_bbox: 0.635228 loss_dfl: 0.479133 loss: 2.488948 eta: 1 day, 18:16:04 batch_cost: 0.9540 data_cost: 0.0009 ips: 50.3158 images/s [03/12 09:51:55] ppdet.engine INFO: Epoch: [6] [ 40/610] learning_rate: 0.239795 loss_vfl: 1.329077 loss_bbox: 0.623091 loss_dfl: 0.470666 loss: 2.402222 eta: 1 day, 18:15:45 batch_cost: 0.8470 data_cost: 0.0003 ips: 56.6724 images/s [03/12 09:52:13] ppdet.engine INFO: Epoch: [6] [ 60/610] learning_rate: 0.239793 loss_vfl: 1.317927 loss_bbox: 0.644160 loss_dfl: 0.484054 loss: 2.450612 eta: 1 day, 18:15:21 batch_cost: 0.8416 data_cost: 0.0009 ips: 57.0371 images/s [03/12 09:52:32] ppdet.engine INFO: Epoch: [6] [ 80/610] learning_rate: 0.239790 loss_vfl: 1.396471 loss_bbox: 0.675664 loss_dfl: 0.495764 loss: 2.548278 eta: 1 day, 18:15:14 batch_cost: 0.8581 data_cost: 0.0007 ips: 55.9397 images/s [03/12 09:52:51] ppdet.engine INFO: Epoch: [6] [100/610] learning_rate: 0.239788 loss_vfl: 1.343685 loss_bbox: 0.634331 loss_dfl: 0.467088 loss: 2.471291 eta: 1 day, 18:14:45 batch_cost: 0.8365 data_cost: 0.0003 ips: 57.3854 images/s [03/12 09:53:09] ppdet.engine INFO: Epoch: [6] [120/610] learning_rate: 0.239785 loss_vfl: 1.340954 loss_bbox: 0.650069 loss_dfl: 0.480482 loss: 2.440534 eta: 1 day, 18:13:52 batch_cost: 0.8101 data_cost: 0.0004 ips: 59.2487 images/s [03/12 09:53:27] ppdet.engine INFO: Epoch: [6] [140/610] learning_rate: 0.239783 loss_vfl: 1.374607 loss_bbox: 0.647468 loss_dfl: 0.498458 loss: 2.556285 eta: 1 day, 18:12:47 batch_cost: 0.7980 data_cost: 0.0003 ips: 60.1532 images/s [03/12 09:53:46] ppdet.engine INFO: Epoch: [6] [160/610] learning_rate: 0.239780 loss_vfl: 1.325982 loss_bbox: 0.677173 loss_dfl: 0.491917 loss: 2.494028 eta: 1 day, 18:12:17 batch_cost: 0.8338 data_cost: 0.0003 ips: 57.5700 images/s [03/12 09:54:04] ppdet.engine INFO: Epoch: [6] [180/610] learning_rate: 0.239778 loss_vfl: 1.410924 loss_bbox: 0.672516 loss_dfl: 0.492942 loss: 2.573722 eta: 1 day, 18:11:42 batch_cost: 0.8282 data_cost: 0.0009 ips: 57.9570 images/s [03/12 09:54:23] ppdet.engine INFO: Epoch: [6] [200/610] learning_rate: 0.239775 loss_vfl: 1.292893 loss_bbox: 0.671761 loss_dfl: 0.465807 loss: 2.416458 eta: 1 day, 18:11:00 batch_cost: 0.8207 data_cost: 0.0003 ips: 58.4836 images/s [03/12 09:54:42] ppdet.engine INFO: Epoch: [6] [220/610] learning_rate: 0.239773 loss_vfl: 1.359671 loss_bbox: 0.650043 loss_dfl: 0.486078 loss: 2.495750 eta: 1 day, 18:10:52 batch_cost: 0.8578 data_cost: 0.0003 ips: 55.9571 images/s [03/12 09:55:00] ppdet.engine INFO: Epoch: [6] [240/610] learning_rate: 0.239770 loss_vfl: 1.318686 loss_bbox: 0.667700 loss_dfl: 0.488612 loss: 2.481195 eta: 1 day, 18:09:57 batch_cost: 0.8064 data_cost: 0.0003 ips: 59.5245 images/s [03/12 09:55:19] ppdet.engine INFO: Epoch: [6] [260/610] learning_rate: 0.239768 loss_vfl: 1.362456 loss_bbox: 0.668234 loss_dfl: 0.499220 loss: 2.586450 eta: 1 day, 18:09:33 batch_cost: 0.8398 data_cost: 0.0003 ips: 57.1551 images/s [03/12 09:55:37] ppdet.engine INFO: Epoch: [6] [280/610] learning_rate: 0.239765 loss_vfl: 1.457645 loss_bbox: 0.685558 loss_dfl: 0.511328 loss: 2.684826 eta: 1 day, 18:08:57 batch_cost: 0.8262 data_cost: 0.0012 ips: 58.0963 images/s [03/12 09:55:56] ppdet.engine INFO: Epoch: [6] [300/610] learning_rate: 0.239762 loss_vfl: 1.282482 loss_bbox: 0.650408 loss_dfl: 0.459914 loss: 2.382649 eta: 1 day, 18:08:09 batch_cost: 0.8136 data_cost: 0.0003 ips: 58.9953 images/s [03/12 09:56:15] ppdet.engine INFO: Epoch: [6] [320/610] learning_rate: 0.239760 loss_vfl: 1.335398 loss_bbox: 0.674198 loss_dfl: 0.486972 loss: 2.503853 eta: 1 day, 18:07:28 batch_cost: 0.8202 data_cost: 0.0003 ips: 58.5201 images/s [03/12 09:56:33] ppdet.engine INFO: Epoch: [6] [340/610] learning_rate: 0.239757 loss_vfl: 1.357241 loss_bbox: 0.656006 loss_dfl: 0.490296 loss: 2.483458 eta: 1 day, 18:06:58 batch_cost: 0.8329 data_cost: 0.0003 ips: 57.6333 images/s [03/12 09:56:52] ppdet.engine INFO: Epoch: [6] [360/610] learning_rate: 0.239755 loss_vfl: 1.377316 loss_bbox: 0.681170 loss_dfl: 0.492879 loss: 2.546393 eta: 1 day, 18:06:27 batch_cost: 0.8306 data_cost: 0.0003 ips: 57.7866 images/s [03/12 09:57:11] ppdet.engine INFO: Epoch: [6] [380/610] learning_rate: 0.239752 loss_vfl: 1.319619 loss_bbox: 0.646191 loss_dfl: 0.483749 loss: 2.457119 eta: 1 day, 18:06:15 batch_cost: 0.8525 data_cost: 0.0003 ips: 56.3037 images/s [03/12 09:57:30] ppdet.engine INFO: Epoch: [6] [400/610] learning_rate: 0.239749 loss_vfl: 1.431655 loss_bbox: 0.682087 loss_dfl: 0.504194 loss: 2.621361 eta: 1 day, 18:06:09 batch_cost: 0.8604 data_cost: 0.0003 ips: 55.7911 images/s [03/12 09:57:49] ppdet.engine INFO: Epoch: [6] [420/610] learning_rate: 0.239747 loss_vfl: 1.349769 loss_bbox: 0.652355 loss_dfl: 0.482645 loss: 2.464677 eta: 1 day, 18:06:14 batch_cost: 0.8718 data_cost: 0.0003 ips: 55.0555 images/s [03/12 09:58:07] ppdet.engine INFO: Epoch: [6] [440/610] learning_rate: 0.239744 loss_vfl: 1.337234 loss_bbox: 0.646378 loss_dfl: 0.475255 loss: 2.436985 eta: 1 day, 18:04:54 batch_cost: 0.7741 data_cost: 0.0009 ips: 62.0093 images/s [03/12 09:58:25] ppdet.engine INFO: Epoch: [6] [460/610] learning_rate: 0.239741 loss_vfl: 1.395599 loss_bbox: 0.676557 loss_dfl: 0.494531 loss: 2.580641 eta: 1 day, 18:04:19 batch_cost: 0.8270 data_cost: 0.0003 ips: 58.0446 images/s [03/12 09:58:43] ppdet.engine INFO: Epoch: [6] [480/610] learning_rate: 0.239738 loss_vfl: 1.318242 loss_bbox: 0.662549 loss_dfl: 0.482661 loss: 2.488239 eta: 1 day, 18:04:00 batch_cost: 0.8444 data_cost: 0.0003 ips: 56.8479 images/s [03/12 09:59:01] ppdet.engine INFO: Epoch: [6] [500/610] learning_rate: 0.239736 loss_vfl: 1.470676 loss_bbox: 0.701402 loss_dfl: 0.521390 loss: 2.698792 eta: 1 day, 18:03:12 batch_cost: 0.8097 data_cost: 0.0004 ips: 59.2809 images/s [03/12 09:59:21] ppdet.engine INFO: Epoch: [6] [520/610] learning_rate: 0.239733 loss_vfl: 1.393248 loss_bbox: 0.681783 loss_dfl: 0.502100 loss: 2.581910 eta: 1 day, 18:03:34 batch_cost: 0.8928 data_cost: 0.0009 ips: 53.7620 images/s [03/12 09:59:39] ppdet.engine INFO: Epoch: [6] [540/610] learning_rate: 0.239730 loss_vfl: 1.414804 loss_bbox: 0.661098 loss_dfl: 0.500899 loss: 2.610119 eta: 1 day, 18:03:01 batch_cost: 0.8277 data_cost: 0.0007 ips: 57.9951 images/s [03/12 09:59:57] ppdet.engine INFO: Epoch: [6] [560/610] learning_rate: 0.239727 loss_vfl: 1.274401 loss_bbox: 0.626603 loss_dfl: 0.456475 loss: 2.348065 eta: 1 day, 18:01:47 batch_cost: 0.7786 data_cost: 0.0008 ips: 61.6498 images/s [03/12 10:00:15] ppdet.engine INFO: Epoch: [6] [580/610] learning_rate: 0.239725 loss_vfl: 1.329444 loss_bbox: 0.652709 loss_dfl: 0.484497 loss: 2.445266 eta: 1 day, 18:01:26 batch_cost: 0.8415 data_cost: 0.0008 ips: 57.0414 images/s [03/12 10:00:34] ppdet.engine INFO: Epoch: [6] [600/610] learning_rate: 0.239722 loss_vfl: 1.341040 loss_bbox: 0.649974 loss_dfl: 0.490743 loss: 2.487046 eta: 1 day, 18:01:11 batch_cost: 0.8493 data_cost: 0.0004 ips: 56.5177 images/s [03/12 10:00:49] ppdet.engine INFO: Epoch: [7] [ 0/610] learning_rate: 0.239720 loss_vfl: 1.353352 loss_bbox: 0.652951 loss_dfl: 0.487268 loss: 2.506159 eta: 1 day, 18:04:33 batch_cost: 1.1017 data_cost: 0.2385 ips: 43.5684 images/s [03/12 10:01:10] ppdet.engine INFO: Epoch: [7] [ 20/610] learning_rate: 0.239718 loss_vfl: 1.318712 loss_bbox: 0.617337 loss_dfl: 0.455822 loss: 2.408523 eta: 1 day, 18:05:49 batch_cost: 0.9587 data_cost: 0.0005 ips: 50.0680 images/s [03/12 10:01:29] ppdet.engine INFO: Epoch: [7] [ 40/610] learning_rate: 0.239715 loss_vfl: 1.364933 loss_bbox: 0.648530 loss_dfl: 0.485814 loss: 2.509537 eta: 1 day, 18:05:14 batch_cost: 0.8266 data_cost: 0.0005 ips: 58.0683 images/s [03/12 10:01:48] ppdet.engine INFO: Epoch: [7] [ 60/610] learning_rate: 0.239712 loss_vfl: 1.324426 loss_bbox: 0.677433 loss_dfl: 0.479672 loss: 2.398296 eta: 1 day, 18:04:46 batch_cost: 0.8341 data_cost: 0.0037 ips: 57.5464 images/s [03/12 10:02:07] ppdet.engine INFO: Epoch: [7] [ 80/610] learning_rate: 0.239709 loss_vfl: 1.406122 loss_bbox: 0.701343 loss_dfl: 0.506792 loss: 2.614258 eta: 1 day, 18:04:45 batch_cost: 0.8675 data_cost: 0.0011 ips: 55.3282 images/s [03/12 10:02:25] ppdet.engine INFO: Epoch: [7] [100/610] learning_rate: 0.239706 loss_vfl: 1.362643 loss_bbox: 0.614696 loss_dfl: 0.474617 loss: 2.446388 eta: 1 day, 18:04:25 batch_cost: 0.8438 data_cost: 0.0004 ips: 56.8831 images/s [03/12 10:02:44] ppdet.engine INFO: Epoch: [7] [120/610] learning_rate: 0.239703 loss_vfl: 1.357305 loss_bbox: 0.649179 loss_dfl: 0.483378 loss: 2.493887 eta: 1 day, 18:04:12 batch_cost: 0.8533 data_cost: 0.0004 ips: 56.2505 images/s [03/12 10:03:03] ppdet.engine INFO: Epoch: [7] [140/610] learning_rate: 0.239700 loss_vfl: 1.396430 loss_bbox: 0.697215 loss_dfl: 0.508735 loss: 2.614287 eta: 1 day, 18:04:03 batch_cost: 0.8575 data_cost: 0.0010 ips: 55.9746 images/s [03/12 10:03:21] ppdet.engine INFO: Epoch: [7] [160/610] learning_rate: 0.239698 loss_vfl: 1.334591 loss_bbox: 0.658931 loss_dfl: 0.491914 loss: 2.479372 eta: 1 day, 18:03:36 batch_cost: 0.8355 data_cost: 0.0005 ips: 57.4500 images/s [03/12 10:03:39] ppdet.engine INFO: Epoch: [7] [180/610] learning_rate: 0.239695 loss_vfl: 1.405626 loss_bbox: 0.696704 loss_dfl: 0.501874 loss: 2.624012 eta: 1 day, 18:02:28 batch_cost: 0.7845 data_cost: 0.0010 ips: 61.1844 images/s [03/12 10:03:58] ppdet.engine INFO: Epoch: [7] [200/610] learning_rate: 0.239692 loss_vfl: 1.353340 loss_bbox: 0.677258 loss_dfl: 0.501557 loss: 2.504713 eta: 1 day, 18:02:14 batch_cost: 0.8515 data_cost: 0.0010 ips: 56.3717 images/s [03/12 10:04:16] ppdet.engine INFO: Epoch: [7] [220/610] learning_rate: 0.239689 loss_vfl: 1.365826 loss_bbox: 0.674552 loss_dfl: 0.509668 loss: 2.571862 eta: 1 day, 18:01:57 batch_cost: 0.8470 data_cost: 0.0003 ips: 56.6679 images/s [03/12 10:04:36] ppdet.engine INFO: Epoch: [7] [240/610] learning_rate: 0.239686 loss_vfl: 1.305665 loss_bbox: 0.625485 loss_dfl: 0.471916 loss: 2.403066 eta: 1 day, 18:01:50 batch_cost: 0.8609 data_cost: 0.0010 ips: 55.7545 images/s [03/12 10:04:54] ppdet.engine INFO: Epoch: [7] [260/610] learning_rate: 0.239683 loss_vfl: 1.392835 loss_bbox: 0.666778 loss_dfl: 0.483408 loss: 2.526297 eta: 1 day, 18:01:37 batch_cost: 0.8523 data_cost: 0.0003 ips: 56.3177 images/s [03/12 10:05:13] ppdet.engine INFO: Epoch: [7] [280/610] learning_rate: 0.239680 loss_vfl: 1.380108 loss_bbox: 0.653630 loss_dfl: 0.499365 loss: 2.532457 eta: 1 day, 18:01:20 batch_cost: 0.8481 data_cost: 0.0003 ips: 56.5991 images/s [03/12 10:05:31] ppdet.engine INFO: Epoch: [7] [300/610] learning_rate: 0.239677 loss_vfl: 1.361937 loss_bbox: 0.669059 loss_dfl: 0.503460 loss: 2.544384 eta: 1 day, 18:00:42 batch_cost: 0.8205 data_cost: 0.0003 ips: 58.4988 images/s [03/12 10:05:50] ppdet.engine INFO: Epoch: [7] [320/610] learning_rate: 0.239674 loss_vfl: 1.333121 loss_bbox: 0.662289 loss_dfl: 0.491208 loss: 2.501081 eta: 1 day, 18:00:14 batch_cost: 0.8325 data_cost: 0.0009 ips: 57.6545 images/s [03/12 10:06:08] ppdet.engine INFO: Epoch: [7] [340/610] learning_rate: 0.239671 loss_vfl: 1.336558 loss_bbox: 0.660188 loss_dfl: 0.481335 loss: 2.463755 eta: 1 day, 17:59:39 batch_cost: 0.8244 data_cost: 0.0009 ips: 58.2248 images/s [03/12 10:06:27] ppdet.engine INFO: Epoch: [7] [360/610] learning_rate: 0.239668 loss_vfl: 1.299360 loss_bbox: 0.656436 loss_dfl: 0.486857 loss: 2.433512 eta: 1 day, 17:59:27 batch_cost: 0.8548 data_cost: 0.0018 ips: 56.1521 images/s [03/12 10:06:46] ppdet.engine INFO: Epoch: [7] [380/610] learning_rate: 0.239664 loss_vfl: 1.347040 loss_bbox: 0.674877 loss_dfl: 0.499180 loss: 2.488523 eta: 1 day, 17:59:48 batch_cost: 0.8958 data_cost: 0.0012 ips: 53.5806 images/s [03/12 10:07:05] ppdet.engine INFO: Epoch: [7] [400/610] learning_rate: 0.239661 loss_vfl: 1.395322 loss_bbox: 0.674214 loss_dfl: 0.489461 loss: 2.570044 eta: 1 day, 17:59:30 batch_cost: 0.8472 data_cost: 0.0015 ips: 56.6587 images/s [03/12 10:07:24] ppdet.engine INFO: Epoch: [7] [420/610] learning_rate: 0.239658 loss_vfl: 1.319452 loss_bbox: 0.639635 loss_dfl: 0.476878 loss: 2.432253 eta: 1 day, 17:59:27 batch_cost: 0.8660 data_cost: 0.0009 ips: 55.4257 images/s [03/12 10:07:43] ppdet.engine INFO: Epoch: [7] [440/610] learning_rate: 0.239655 loss_vfl: 1.321851 loss_bbox: 0.648406 loss_dfl: 0.477579 loss: 2.438190 eta: 1 day, 17:59:01 batch_cost: 0.8360 data_cost: 0.0003 ips: 57.4161 images/s [03/12 10:08:01] ppdet.engine INFO: Epoch: [7] [460/610] learning_rate: 0.239652 loss_vfl: 1.313515 loss_bbox: 0.642023 loss_dfl: 0.480156 loss: 2.465322 eta: 1 day, 17:58:27 batch_cost: 0.8242 data_cost: 0.0011 ips: 58.2357 images/s [03/12 10:08:19] ppdet.engine INFO: Epoch: [7] [480/610] learning_rate: 0.239649 loss_vfl: 1.336548 loss_bbox: 0.633803 loss_dfl: 0.489847 loss: 2.453996 eta: 1 day, 17:57:35 batch_cost: 0.8014 data_cost: 0.0004 ips: 59.8957 images/s [03/12 10:08:38] ppdet.engine INFO: Epoch: [7] [500/610] learning_rate: 0.239646 loss_vfl: 1.366516 loss_bbox: 0.654070 loss_dfl: 0.500392 loss: 2.525394 eta: 1 day, 17:56:56 batch_cost: 0.8177 data_cost: 0.0004 ips: 58.7010 images/s [03/12 10:08:57] ppdet.engine INFO: Epoch: [7] [520/610] learning_rate: 0.239643 loss_vfl: 1.386221 loss_bbox: 0.646784 loss_dfl: 0.490560 loss: 2.527293 eta: 1 day, 17:56:35 batch_cost: 0.8425 data_cost: 0.0004 ips: 56.9712 images/s [03/12 10:09:15] ppdet.engine INFO: Epoch: [7] [540/610] learning_rate: 0.239639 loss_vfl: 1.307108 loss_bbox: 0.656749 loss_dfl: 0.483842 loss: 2.460990 eta: 1 day, 17:56:12 batch_cost: 0.8383 data_cost: 0.0003 ips: 57.2602 images/s [03/12 10:09:35] ppdet.engine INFO: Epoch: [7] [560/610] learning_rate: 0.239636 loss_vfl: 1.306074 loss_bbox: 0.648984 loss_dfl: 0.476289 loss: 2.421885 eta: 1 day, 17:56:13 batch_cost: 0.8718 data_cost: 0.0004 ips: 55.0556 images/s [03/12 10:09:53] ppdet.engine INFO: Epoch: [7] [580/610] learning_rate: 0.239633 loss_vfl: 1.275652 loss_bbox: 0.640878 loss_dfl: 0.462361 loss: 2.383442 eta: 1 day, 17:56:00 batch_cost: 0.8534 data_cost: 0.0003 ips: 56.2442 images/s [03/12 10:10:11] ppdet.engine INFO: Epoch: [7] [600/610] learning_rate: 0.239630 loss_vfl: 1.282222 loss_bbox: 0.648590 loss_dfl: 0.475535 loss: 2.394186 eta: 1 day, 17:55:30 batch_cost: 0.8289 data_cost: 0.0004 ips: 57.9070 images/s [03/12 10:10:24] ppdet.engine INFO: Epoch: [8] [ 0/610] learning_rate: 0.239628 loss_vfl: 1.307074 loss_bbox: 0.669231 loss_dfl: 0.490476 loss: 2.474971 eta: 1 day, 17:56:46 batch_cost: 0.9468 data_cost: 0.1614 ips: 50.6990 images/s [03/12 10:10:46] ppdet.engine INFO: Epoch: [8] [ 20/610] learning_rate: 0.239625 loss_vfl: 1.269719 loss_bbox: 0.600033 loss_dfl: 0.454277 loss: 2.311321 eta: 1 day, 17:58:32 batch_cost: 1.0170 data_cost: 0.0003 ips: 47.1987 images/s [03/12 10:11:06] ppdet.engine INFO: Epoch: [8] [ 40/610] learning_rate: 0.239622 loss_vfl: 1.348193 loss_bbox: 0.650840 loss_dfl: 0.490371 loss: 2.498539 eta: 1 day, 17:58:34 batch_cost: 0.8747 data_cost: 0.0003 ips: 54.8764 images/s [03/12 10:11:25] ppdet.engine INFO: Epoch: [8] [ 60/610] learning_rate: 0.239618 loss_vfl: 1.330444 loss_bbox: 0.691316 loss_dfl: 0.500926 loss: 2.502865 eta: 1 day, 17:58:18 batch_cost: 0.8497 data_cost: 0.0003 ips: 56.4892 images/s [03/12 10:11:43] ppdet.engine INFO: Epoch: [8] [ 80/610] learning_rate: 0.239615 loss_vfl: 1.307173 loss_bbox: 0.658992 loss_dfl: 0.485842 loss: 2.455420 eta: 1 day, 17:57:42 batch_cost: 0.8221 data_cost: 0.0016 ips: 58.3900 images/s [03/12 10:12:01] ppdet.engine INFO: Epoch: [8] [100/610] learning_rate: 0.239612 loss_vfl: 1.383935 loss_bbox: 0.696284 loss_dfl: 0.510148 loss: 2.603040 eta: 1 day, 17:57:23 batch_cost: 0.8466 data_cost: 0.0003 ips: 56.6974 images/s [03/12 10:12:20] ppdet.engine INFO: Epoch: [8] [120/610] learning_rate: 0.239608 loss_vfl: 1.369891 loss_bbox: 0.658527 loss_dfl: 0.492457 loss: 2.495249 eta: 1 day, 17:56:44 batch_cost: 0.8172 data_cost: 0.0031 ips: 58.7341 images/s [03/12 10:12:38] ppdet.engine INFO: Epoch: [8] [140/610] learning_rate: 0.239605 loss_vfl: 1.352857 loss_bbox: 0.654055 loss_dfl: 0.493334 loss: 2.526946 eta: 1 day, 17:56:04 batch_cost: 0.8155 data_cost: 0.0003 ips: 58.8609 images/s [03/12 10:12:57] ppdet.engine INFO: Epoch: [8] [160/610] learning_rate: 0.239602 loss_vfl: 1.312398 loss_bbox: 0.678623 loss_dfl: 0.497286 loss: 2.473668 eta: 1 day, 17:56:09 batch_cost: 0.8788 data_cost: 0.0003 ips: 54.6177 images/s [03/12 10:13:15] ppdet.engine INFO: Epoch: [8] [180/610] learning_rate: 0.239598 loss_vfl: 1.252166 loss_bbox: 0.591914 loss_dfl: 0.440217 loss: 2.283813 eta: 1 day, 17:55:45 batch_cost: 0.8391 data_cost: 0.0010 ips: 57.2068 images/s [03/12 10:13:33] ppdet.engine INFO: Epoch: [8] [200/610] learning_rate: 0.239595 loss_vfl: 1.298396 loss_bbox: 0.635444 loss_dfl: 0.466967 loss: 2.371182 eta: 1 day, 17:54:55 batch_cost: 0.8008 data_cost: 0.0003 ips: 59.9375 images/s [03/12 10:13:51] ppdet.engine INFO: Epoch: [8] [220/610] learning_rate: 0.239591 loss_vfl: 1.358049 loss_bbox: 0.717922 loss_dfl: 0.512864 loss: 2.626583 eta: 1 day, 17:54:14 batch_cost: 0.8135 data_cost: 0.0003 ips: 59.0074 images/s [03/12 10:14:10] ppdet.engine INFO: Epoch: [8] [240/610] learning_rate: 0.239588 loss_vfl: 1.317647 loss_bbox: 0.623111 loss_dfl: 0.468997 loss: 2.397860 eta: 1 day, 17:53:47 batch_cost: 0.8338 data_cost: 0.0005 ips: 57.5650 images/s [03/12 10:14:28] ppdet.engine INFO: Epoch: [8] [260/610] learning_rate: 0.239585 loss_vfl: 1.378462 loss_bbox: 0.670090 loss_dfl: 0.496675 loss: 2.523649 eta: 1 day, 17:53:25 batch_cost: 0.8406 data_cost: 0.0003 ips: 57.1003 images/s [03/12 10:14:47] ppdet.engine INFO: Epoch: [8] [280/610] learning_rate: 0.239581 loss_vfl: 1.334528 loss_bbox: 0.660803 loss_dfl: 0.493519 loss: 2.494254 eta: 1 day, 17:53:08 batch_cost: 0.8475 data_cost: 0.0003 ips: 56.6362 images/s [03/12 10:15:06] ppdet.engine INFO: Epoch: [8] [300/610] learning_rate: 0.239578 loss_vfl: 1.351417 loss_bbox: 0.659102 loss_dfl: 0.477409 loss: 2.520845 eta: 1 day, 17:53:05 batch_cost: 0.8685 data_cost: 0.0003 ips: 55.2698 images/s [03/12 10:15:24] ppdet.engine INFO: Epoch: [8] [320/610] learning_rate: 0.239574 loss_vfl: 1.284779 loss_bbox: 0.628468 loss_dfl: 0.471806 loss: 2.365752 eta: 1 day, 17:52:36 batch_cost: 0.8300 data_cost: 0.0003 ips: 57.8280 images/s [03/12 10:15:43] ppdet.engine INFO: Epoch: [8] [340/610] learning_rate: 0.239571 loss_vfl: 1.307856 loss_bbox: 0.616005 loss_dfl: 0.461148 loss: 2.400388 eta: 1 day, 17:52:36 batch_cost: 0.8731 data_cost: 0.0010 ips: 54.9747 images/s [03/12 10:16:02] ppdet.engine INFO: Epoch: [8] [360/610] learning_rate: 0.239567 loss_vfl: 1.322206 loss_bbox: 0.627005 loss_dfl: 0.484282 loss: 2.432373 eta: 1 day, 17:52:26 batch_cost: 0.8577 data_cost: 0.0003 ips: 55.9635 images/s [03/12 10:16:21] ppdet.engine INFO: Epoch: [8] [380/610] learning_rate: 0.239564 loss_vfl: 1.371824 loss_bbox: 0.732071 loss_dfl: 0.525510 loss: 2.655797 eta: 1 day, 17:52:20 batch_cost: 0.8652 data_cost: 0.0003 ips: 55.4808 images/s [03/12 10:16:38] ppdet.engine INFO: Epoch: [8] [400/610] learning_rate: 0.239560 loss_vfl: 1.398975 loss_bbox: 0.703874 loss_dfl: 0.498064 loss: 2.598369 eta: 1 day, 17:51:25 batch_cost: 0.7914 data_cost: 0.0017 ips: 60.6488 images/s [03/12 10:16:56] ppdet.engine INFO: Epoch: [8] [420/610] learning_rate: 0.239557 loss_vfl: 1.311539 loss_bbox: 0.614865 loss_dfl: 0.455173 loss: 2.400601 eta: 1 day, 17:50:24 batch_cost: 0.7816 data_cost: 0.0011 ips: 61.4152 images/s [03/12 10:17:15] ppdet.engine INFO: Epoch: [8] [440/610] learning_rate: 0.239553 loss_vfl: 1.326527 loss_bbox: 0.674074 loss_dfl: 0.496481 loss: 2.463532 eta: 1 day, 17:50:06 batch_cost: 0.8468 data_cost: 0.0003 ips: 56.6853 images/s [03/12 10:17:33] ppdet.engine INFO: Epoch: [8] [460/610] learning_rate: 0.239550 loss_vfl: 1.283687 loss_bbox: 0.630641 loss_dfl: 0.469785 loss: 2.384325 eta: 1 day, 17:49:21 batch_cost: 0.8054 data_cost: 0.0003 ips: 59.5980 images/s [03/12 10:17:52] ppdet.engine INFO: Epoch: [8] [480/610] learning_rate: 0.239546 loss_vfl: 1.423393 loss_bbox: 0.730505 loss_dfl: 0.533346 loss: 2.690801 eta: 1 day, 17:49:09 batch_cost: 0.8555 data_cost: 0.0003 ips: 56.1073 images/s [03/12 10:18:11] ppdet.engine INFO: Epoch: [8] [500/610] learning_rate: 0.239542 loss_vfl: 1.329402 loss_bbox: 0.658200 loss_dfl: 0.487890 loss: 2.485693 eta: 1 day, 17:49:18 batch_cost: 0.8857 data_cost: 0.0003 ips: 54.1921 images/s [03/12 10:18:29] ppdet.engine INFO: Epoch: [8] [520/610] learning_rate: 0.239539 loss_vfl: 1.319198 loss_bbox: 0.651291 loss_dfl: 0.471787 loss: 2.417089 eta: 1 day, 17:49:03 batch_cost: 0.8506 data_cost: 0.0003 ips: 56.4277 images/s [03/12 10:18:48] ppdet.engine INFO: Epoch: [8] [540/610] learning_rate: 0.239535 loss_vfl: 1.356075 loss_bbox: 0.679483 loss_dfl: 0.488804 loss: 2.506409 eta: 1 day, 17:48:26 batch_cost: 0.8169 data_cost: 0.0003 ips: 58.7564 images/s [03/12 10:19:07] ppdet.engine INFO: Epoch: [8] [560/610] learning_rate: 0.239532 loss_vfl: 1.310242 loss_bbox: 0.639422 loss_dfl: 0.471125 loss: 2.413357 eta: 1 day, 17:48:11 batch_cost: 0.8513 data_cost: 0.0003 ips: 56.3811 images/s [03/12 10:19:26] ppdet.engine INFO: Epoch: [8] [580/610] learning_rate: 0.239528 loss_vfl: 1.338881 loss_bbox: 0.670103 loss_dfl: 0.489589 loss: 2.483711 eta: 1 day, 17:47:57 batch_cost: 0.8520 data_cost: 0.0004 ips: 56.3383 images/s [03/12 10:19:44] ppdet.engine INFO: Epoch: [8] [600/610] learning_rate: 0.239524 loss_vfl: 1.288366 loss_bbox: 0.622955 loss_dfl: 0.455502 loss: 2.350161 eta: 1 day, 17:47:05 batch_cost: 0.7937 data_cost: 0.0004 ips: 60.4780 images/s [03/12 10:19:57] ppdet.engine INFO: Epoch: [9] [ 0/610] learning_rate: 0.239522 loss_vfl: 1.333066 loss_bbox: 0.624711 loss_dfl: 0.481436 loss: 2.466081 eta: 1 day, 17:48:52 batch_cost: 1.0295 data_cost: 0.2014 ips: 46.6236 images/s [03/12 10:20:19] ppdet.engine INFO: Epoch: [9] [ 20/610] learning_rate: 0.239519 loss_vfl: 1.270036 loss_bbox: 0.631317 loss_dfl: 0.458256 loss: 2.388885 eta: 1 day, 17:49:50 batch_cost: 0.9637 data_cost: 0.0003 ips: 49.8091 images/s [03/12 10:20:37] ppdet.engine INFO: Epoch: [9] [ 40/610] learning_rate: 0.239515 loss_vfl: 1.296978 loss_bbox: 0.628542 loss_dfl: 0.461458 loss: 2.399738 eta: 1 day, 17:49:18 batch_cost: 0.8252 data_cost: 0.0033 ips: 58.1688 images/s [03/12 10:20:56] ppdet.engine INFO: Epoch: [9] [ 60/610] learning_rate: 0.239511 loss_vfl: 1.333298 loss_bbox: 0.660616 loss_dfl: 0.497057 loss: 2.461257 eta: 1 day, 17:49:18 batch_cost: 0.8752 data_cost: 0.0003 ips: 54.8415 images/s [03/12 10:21:15] ppdet.engine INFO: Epoch: [9] [ 80/610] learning_rate: 0.239508 loss_vfl: 1.322820 loss_bbox: 0.640444 loss_dfl: 0.481999 loss: 2.454995 eta: 1 day, 17:48:55 batch_cost: 0.8386 data_cost: 0.0003 ips: 57.2351 images/s [03/12 10:21:35] ppdet.engine INFO: Epoch: [9] [100/610] learning_rate: 0.239504 loss_vfl: 1.357986 loss_bbox: 0.696577 loss_dfl: 0.506302 loss: 2.541495 eta: 1 day, 17:49:23 batch_cost: 0.9198 data_cost: 0.0008 ips: 52.1826 images/s [03/12 10:21:53] ppdet.engine INFO: Epoch: [9] [120/610] learning_rate: 0.239500 loss_vfl: 1.288452 loss_bbox: 0.639170 loss_dfl: 0.481613 loss: 2.390939 eta: 1 day, 17:49:05 batch_cost: 0.8459 data_cost: 0.0009 ips: 56.7426 images/s [03/12 10:22:12] ppdet.engine INFO: Epoch: [9] [140/610] learning_rate: 0.239496 loss_vfl: 1.357090 loss_bbox: 0.680229 loss_dfl: 0.506037 loss: 2.533920 eta: 1 day, 17:48:54 batch_cost: 0.8585 data_cost: 0.0003 ips: 55.9113 images/s [03/12 10:22:31] ppdet.engine INFO: Epoch: [9] [160/610] learning_rate: 0.239493 loss_vfl: 1.270642 loss_bbox: 0.622794 loss_dfl: 0.466087 loss: 2.302065 eta: 1 day, 17:48:29 batch_cost: 0.8357 data_cost: 0.0003 ips: 57.4382 images/s [03/12 10:22:49] ppdet.engine INFO: Epoch: [9] [180/610] learning_rate: 0.239489 loss_vfl: 1.294130 loss_bbox: 0.647682 loss_dfl: 0.470921 loss: 2.426318 eta: 1 day, 17:48:09 batch_cost: 0.8440 data_cost: 0.0004 ips: 56.8729 images/s [03/12 10:23:08] ppdet.engine INFO: Epoch: [9] [200/610] learning_rate: 0.239485 loss_vfl: 1.313253 loss_bbox: 0.626740 loss_dfl: 0.483305 loss: 2.440289 eta: 1 day, 17:48:02 batch_cost: 0.8647 data_cost: 0.0003 ips: 55.5088 images/s [03/12 10:23:27] ppdet.engine INFO: Epoch: [9] [220/610] learning_rate: 0.239481 loss_vfl: 1.377490 loss_bbox: 0.709720 loss_dfl: 0.514364 loss: 2.601697 eta: 1 day, 17:47:54 batch_cost: 0.8633 data_cost: 0.0005 ips: 55.6005 images/s [03/12 10:23:46] ppdet.engine INFO: Epoch: [9] [240/610] learning_rate: 0.239477 loss_vfl: 1.333472 loss_bbox: 0.649994 loss_dfl: 0.481813 loss: 2.424217 eta: 1 day, 17:47:53 batch_cost: 0.8745 data_cost: 0.0009 ips: 54.8865 images/s [03/12 10:24:05] ppdet.engine INFO: Epoch: [9] [260/610] learning_rate: 0.239473 loss_vfl: 1.440186 loss_bbox: 0.694917 loss_dfl: 0.510811 loss: 2.642292 eta: 1 day, 17:47:27 batch_cost: 0.8347 data_cost: 0.0010 ips: 57.5081 images/s [03/12 10:24:23] ppdet.engine INFO: Epoch: [9] [280/610] learning_rate: 0.239470 loss_vfl: 1.408361 loss_bbox: 0.679087 loss_dfl: 0.509065 loss: 2.577910 eta: 1 day, 17:46:50 batch_cost: 0.8164 data_cost: 0.0003 ips: 58.7948 images/s [03/12 10:24:42] ppdet.engine INFO: Epoch: [9] [300/610] learning_rate: 0.239466 loss_vfl: 1.352365 loss_bbox: 0.644587 loss_dfl: 0.484718 loss: 2.478603 eta: 1 day, 17:46:51 batch_cost: 0.8771 data_cost: 0.0003 ips: 54.7237 images/s [03/12 10:25:01] ppdet.engine INFO: Epoch: [9] [320/610] learning_rate: 0.239462 loss_vfl: 1.284002 loss_bbox: 0.649798 loss_dfl: 0.492289 loss: 2.465570 eta: 1 day, 17:46:12 batch_cost: 0.8124 data_cost: 0.0003 ips: 59.0814 images/s [03/12 10:25:19] ppdet.engine INFO: Epoch: [9] [340/610] learning_rate: 0.239458 loss_vfl: 1.368350 loss_bbox: 0.681692 loss_dfl: 0.505169 loss: 2.545840 eta: 1 day, 17:45:42 batch_cost: 0.8275 data_cost: 0.0003 ips: 58.0074 images/s [03/12 10:25:38] ppdet.engine INFO: Epoch: [9] [360/610] learning_rate: 0.239454 loss_vfl: 1.316057 loss_bbox: 0.643967 loss_dfl: 0.473080 loss: 2.424981 eta: 1 day, 17:45:28 batch_cost: 0.8531 data_cost: 0.0009 ips: 56.2673 images/s [03/12 10:25:57] ppdet.engine INFO: Epoch: [9] [380/610] learning_rate: 0.239450 loss_vfl: 1.332182 loss_bbox: 0.655672 loss_dfl: 0.489288 loss: 2.486809 eta: 1 day, 17:45:08 batch_cost: 0.8450 data_cost: 0.0013 ips: 56.8031 images/s [03/12 10:26:16] ppdet.engine INFO: Epoch: [9] [400/610] learning_rate: 0.239446 loss_vfl: 1.242055 loss_bbox: 0.591953 loss_dfl: 0.445716 loss: 2.309424 eta: 1 day, 17:44:46 batch_cost: 0.8400 data_cost: 0.0011 ips: 57.1457 images/s [03/12 10:26:34] ppdet.engine INFO: Epoch: [9] [420/610] learning_rate: 0.239442 loss_vfl: 1.301243 loss_bbox: 0.658039 loss_dfl: 0.478475 loss: 2.436912 eta: 1 day, 17:44:16 batch_cost: 0.8255 data_cost: 0.0003 ips: 58.1473 images/s [03/12 10:26:52] ppdet.engine INFO: Epoch: [9] [440/610] learning_rate: 0.239438 loss_vfl: 1.217253 loss_bbox: 0.588270 loss_dfl: 0.449514 loss: 2.266541 eta: 1 day, 17:43:46 batch_cost: 0.8281 data_cost: 0.0003 ips: 57.9609 images/s [03/12 10:27:10] ppdet.engine INFO: Epoch: [9] [460/610] learning_rate: 0.239434 loss_vfl: 1.312844 loss_bbox: 0.651223 loss_dfl: 0.482540 loss: 2.441808 eta: 1 day, 17:43:30 batch_cost: 0.8496 data_cost: 0.0003 ips: 56.4981 images/s [03/12 10:27:29] ppdet.engine INFO: Epoch: [9] [480/610] learning_rate: 0.239430 loss_vfl: 1.280786 loss_bbox: 0.631595 loss_dfl: 0.463530 loss: 2.351815 eta: 1 day, 17:43:04 batch_cost: 0.8332 data_cost: 0.0003 ips: 57.6117 images/s [03/12 10:27:47] ppdet.engine INFO: Epoch: [9] [500/610] learning_rate: 0.239426 loss_vfl: 1.361510 loss_bbox: 0.679342 loss_dfl: 0.501722 loss: 2.492363 eta: 1 day, 17:42:40 batch_cost: 0.8360 data_cost: 0.0003 ips: 57.4158 images/s [03/12 10:28:06] ppdet.engine INFO: Epoch: [9] [520/610] learning_rate: 0.239422 loss_vfl: 1.336464 loss_bbox: 0.673931 loss_dfl: 0.493767 loss: 2.516905 eta: 1 day, 17:42:31 batch_cost: 0.8613 data_cost: 0.0003 ips: 55.7321 images/s [03/12 10:28:24] ppdet.engine INFO: Epoch: [9] [540/610] learning_rate: 0.239418 loss_vfl: 1.282407 loss_bbox: 0.643087 loss_dfl: 0.470501 loss: 2.358756 eta: 1 day, 17:41:48 batch_cost: 0.8051 data_cost: 0.0003 ips: 59.6194 images/s [03/12 10:28:43] ppdet.engine INFO: Epoch: [9] [560/610] learning_rate: 0.239414 loss_vfl: 1.359578 loss_bbox: 0.660236 loss_dfl: 0.494962 loss: 2.544853 eta: 1 day, 17:41:22 batch_cost: 0.8327 data_cost: 0.0017 ips: 57.6445 images/s [03/12 10:29:01] ppdet.engine INFO: Epoch: [9] [580/610] learning_rate: 0.239410 loss_vfl: 1.337399 loss_bbox: 0.663283 loss_dfl: 0.472854 loss: 2.491471 eta: 1 day, 17:41:13 batch_cost: 0.8623 data_cost: 0.0003 ips: 55.6676 images/s [03/12 10:29:20] ppdet.engine INFO: Epoch: [9] [600/610] learning_rate: 0.239406 loss_vfl: 1.335653 loss_bbox: 0.638170 loss_dfl: 0.480649 loss: 2.463058 eta: 1 day, 17:40:57 batch_cost: 0.8491 data_cost: 0.0004 ips: 56.5336 images/s [03/12 10:29:28] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_s_416_coco [03/12 10:29:28] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_s_416_coco loading annotations into memory... Done (t=0.76s) creating index... index created! loading annotations into memory... Done (t=0.81s) creating index... index created! [03/12 10:29:34] ppdet.engine INFO: Eval iter: 0 [03/12 10:29:50] ppdet.engine INFO: Eval iter: 100 [03/12 10:30:04] ppdet.engine INFO: Eval iter: 200 [03/12 10:30:17] ppdet.engine INFO: Eval iter: 300 [03/12 10:30:30] ppdet.engine INFO: Eval iter: 400 [03/12 10:30:43] ppdet.engine INFO: Eval iter: 500 [03/12 10:30:57] ppdet.engine INFO: Eval iter: 600 [03/12 10:31:13] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json. loading annotations into memory... Done (t=0.66s) creating index... index created! [03/12 10:31:14] ppdet.metrics.coco_utils INFO: Start evaluate... Loading and preparing results... DONE (t=4.72s) creating index... index created! Running per image evaluation... Evaluate annotation type *bbox* DONE (t=92.30s). Accumulating evaluation results... DONE (t=18.67s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.185 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.302 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.193 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.060 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.185 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.300 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.209 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.340 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.360 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.114 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.390 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.576 [03/12 10:33:12] ppdet.engine INFO: Total sample number: 4952, averge FPS: 56.7903964894117 [03/12 10:33:12] ppdet.engine INFO: Best test bbox ap is 0.185. [03/12 10:33:12] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_s_416_coco [03/12 10:33:12] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_s_416_coco [03/12 10:33:12] ppdet.engine INFO: Epoch: [10] [ 0/610] learning_rate: 0.239404 loss_vfl: 1.336685 loss_bbox: 0.641808 loss_dfl: 0.479939 loss: 2.477205 eta: 1 day, 17:39:47 batch_cost: 0.7239 data_cost: 0.0003 ips: 66.3054 images/s [03/12 10:33:32] ppdet.engine INFO: Epoch: [10] [ 20/610] learning_rate: 0.239400 loss_vfl: 1.295610 loss_bbox: 0.631383 loss_dfl: 0.477183 loss: 2.410480 eta: 1 day, 17:39:41 batch_cost: 0.8668 data_cost: 0.0002 ips: 55.3754 images/s [03/12 10:33:50] ppdet.engine INFO: Epoch: [10] [ 40/610] learning_rate: 0.239395 loss_vfl: 1.395731 loss_bbox: 0.646000 loss_dfl: 0.484003 loss: 2.544975 eta: 1 day, 17:38:55 batch_cost: 0.7972 data_cost: 0.0003 ips: 60.2136 images/s [03/12 10:34:09] ppdet.engine INFO: Epoch: [10] [ 60/610] learning_rate: 0.239391 loss_vfl: 1.322347 loss_bbox: 0.649820 loss_dfl: 0.494612 loss: 2.449709 eta: 1 day, 17:38:32 batch_cost: 0.8372 data_cost: 0.0009 ips: 57.3309 images/s [03/12 10:34:27] ppdet.engine INFO: Epoch: [10] [ 80/610] learning_rate: 0.239387 loss_vfl: 1.305008 loss_bbox: 0.653481 loss_dfl: 0.485196 loss: 2.415393 eta: 1 day, 17:37:49 batch_cost: 0.8023 data_cost: 0.0012 ips: 59.8286 images/s [03/12 10:34:46] ppdet.engine INFO: Epoch: [10] [100/610] learning_rate: 0.239383 loss_vfl: 1.297897 loss_bbox: 0.617251 loss_dfl: 0.468950 loss: 2.401761 eta: 1 day, 17:37:50 batch_cost: 0.8797 data_cost: 0.0003 ips: 54.5639 images/s [03/12 10:35:04] ppdet.engine INFO: Epoch: [10] [120/610] learning_rate: 0.239379 loss_vfl: 1.375227 loss_bbox: 0.646854 loss_dfl: 0.497401 loss: 2.550370 eta: 1 day, 17:37:30 batch_cost: 0.8424 data_cost: 0.0003 ips: 56.9818 images/s [03/12 10:35:22] ppdet.engine INFO: Epoch: [10] [140/610] learning_rate: 0.239375 loss_vfl: 1.358432 loss_bbox: 0.681910 loss_dfl: 0.515721 loss: 2.569950 eta: 1 day, 17:36:41 batch_cost: 0.7912 data_cost: 0.0003 ips: 60.6691 images/s [03/12 10:35:41] ppdet.engine INFO: Epoch: [10] [160/610] learning_rate: 0.239370 loss_vfl: 1.261692 loss_bbox: 0.631906 loss_dfl: 0.472159 loss: 2.382536 eta: 1 day, 17:36:26 batch_cost: 0.8501 data_cost: 0.0003 ips: 56.4612 images/s [03/12 10:35:59] ppdet.engine INFO: Epoch: [10] [180/610] learning_rate: 0.239366 loss_vfl: 1.273972 loss_bbox: 0.608947 loss_dfl: 0.471672 loss: 2.356201 eta: 1 day, 17:36:07 batch_cost: 0.8437 data_cost: 0.0003 ips: 56.8908 images/s [03/12 10:36:18] ppdet.engine INFO: Epoch: [10] [200/610] learning_rate: 0.239362 loss_vfl: 1.268387 loss_bbox: 0.607563 loss_dfl: 0.471842 loss: 2.348344 eta: 1 day, 17:35:40 batch_cost: 0.8305 data_cost: 0.0003 ips: 57.7932 images/s [03/12 10:36:36] ppdet.engine INFO: Epoch: [10] [220/610] learning_rate: 0.239358 loss_vfl: 1.309269 loss_bbox: 0.636150 loss_dfl: 0.472360 loss: 2.476340 eta: 1 day, 17:35:26 batch_cost: 0.8518 data_cost: 0.0003 ips: 56.3524 images/s [03/12 10:36:55] ppdet.engine INFO: Epoch: [10] [240/610] learning_rate: 0.239353 loss_vfl: 1.294978 loss_bbox: 0.641770 loss_dfl: 0.491946 loss: 2.416935 eta: 1 day, 17:35:01 batch_cost: 0.8338 data_cost: 0.0003 ips: 57.5685 images/s [03/12 10:37:13] ppdet.engine INFO: Epoch: [10] [260/610] learning_rate: 0.239349 loss_vfl: 1.316057 loss_bbox: 0.613264 loss_dfl: 0.469609 loss: 2.426221 eta: 1 day, 17:34:21 batch_cost: 0.8050 data_cost: 0.0003 ips: 59.6267 images/s [03/12 10:37:30] ppdet.engine INFO: Epoch: [10] [280/610] learning_rate: 0.239345 loss_vfl: 1.245645 loss_bbox: 0.598892 loss_dfl: 0.457161 loss: 2.290191 eta: 1 day, 17:33:32 batch_cost: 0.7891 data_cost: 0.0015 ips: 60.8284 images/s [03/12 10:37:49] ppdet.engine INFO: Epoch: [10] [300/610] learning_rate: 0.239340 loss_vfl: 1.332177 loss_bbox: 0.638948 loss_dfl: 0.487927 loss: 2.474186 eta: 1 day, 17:32:59 batch_cost: 0.8186 data_cost: 0.0003 ips: 58.6388 images/s [03/12 10:38:07] ppdet.engine INFO: Epoch: [10] [320/610] learning_rate: 0.239336 loss_vfl: 1.316528 loss_bbox: 0.645217 loss_dfl: 0.488400 loss: 2.441297 eta: 1 day, 17:32:47 batch_cost: 0.8557 data_cost: 0.0003 ips: 56.0938 images/s [03/12 10:38:26] ppdet.engine INFO: Epoch: [10] [340/610] learning_rate: 0.239332 loss_vfl: 1.375401 loss_bbox: 0.682505 loss_dfl: 0.509466 loss: 2.556661 eta: 1 day, 17:32:22 batch_cost: 0.8324 data_cost: 0.0003 ips: 57.6653 images/s [03/12 10:38:44] ppdet.engine INFO: Epoch: [10] [360/610] learning_rate: 0.239327 loss_vfl: 1.362264 loss_bbox: 0.673058 loss_dfl: 0.509943 loss: 2.579284 eta: 1 day, 17:31:28 batch_cost: 0.7794 data_cost: 0.0003 ips: 61.5832 images/s [03/12 10:39:03] ppdet.engine INFO: Epoch: [10] [380/610] learning_rate: 0.239323 loss_vfl: 1.319505 loss_bbox: 0.639277 loss_dfl: 0.483443 loss: 2.484243 eta: 1 day, 17:31:16 batch_cost: 0.8562 data_cost: 0.0003 ips: 56.0591 images/s [03/12 10:39:20] ppdet.engine INFO: Epoch: [10] [400/610] learning_rate: 0.239319 loss_vfl: 1.376165 loss_bbox: 0.672956 loss_dfl: 0.503522 loss: 2.563036 eta: 1 day, 17:30:17 batch_cost: 0.7695 data_cost: 0.0009 ips: 62.3799 images/s [03/12 10:39:38] ppdet.engine INFO: Epoch: [10] [420/610] learning_rate: 0.239314 loss_vfl: 1.310744 loss_bbox: 0.630205 loss_dfl: 0.463462 loss: 2.411742 eta: 1 day, 17:29:47 batch_cost: 0.8219 data_cost: 0.0003 ips: 58.4019 images/s [03/12 10:39:57] ppdet.engine INFO: Epoch: [10] [440/610] learning_rate: 0.239310 loss_vfl: 1.317384 loss_bbox: 0.671103 loss_dfl: 0.497582 loss: 2.477576 eta: 1 day, 17:29:26 batch_cost: 0.8397 data_cost: 0.0003 ips: 57.1603 images/s [03/12 10:40:15] ppdet.engine INFO: Epoch: [10] [460/610] learning_rate: 0.239305 loss_vfl: 1.371078 loss_bbox: 0.683088 loss_dfl: 0.499711 loss: 2.584607 eta: 1 day, 17:29:11 batch_cost: 0.8495 data_cost: 0.0010 ips: 56.5044 images/s [03/12 10:40:34] ppdet.engine INFO: Epoch: [10] [480/610] learning_rate: 0.239301 loss_vfl: 1.407898 loss_bbox: 0.674592 loss_dfl: 0.515589 loss: 2.590374 eta: 1 day, 17:28:51 batch_cost: 0.8411 data_cost: 0.0003 ips: 57.0697 images/s [03/12 10:40:53] ppdet.engine INFO: Epoch: [10] [500/610] learning_rate: 0.239297 loss_vfl: 1.274402 loss_bbox: 0.640952 loss_dfl: 0.476248 loss: 2.399672 eta: 1 day, 17:28:53 batch_cost: 0.8805 data_cost: 0.0003 ips: 54.5117 images/s [03/12 10:41:12] ppdet.engine INFO: Epoch: [10] [520/610] learning_rate: 0.239292 loss_vfl: 1.297392 loss_bbox: 0.640117 loss_dfl: 0.484605 loss: 2.465645 eta: 1 day, 17:28:23 batch_cost: 0.8222 data_cost: 0.0009 ips: 58.3805 images/s [03/12 10:41:31] ppdet.engine INFO: Epoch: [10] [540/610] learning_rate: 0.239288 loss_vfl: 1.380703 loss_bbox: 0.683225 loss_dfl: 0.509171 loss: 2.551073 eta: 1 day, 17:28:12 batch_cost: 0.8592 data_cost: 0.0003 ips: 55.8691 images/s [03/12 10:41:50] ppdet.engine INFO: Epoch: [10] [560/610] learning_rate: 0.239283 loss_vfl: 1.343094 loss_bbox: 0.685739 loss_dfl: 0.516445 loss: 2.557776 eta: 1 day, 17:28:24 batch_cost: 0.9008 data_cost: 0.0003 ips: 53.2883 images/s [03/12 10:42:09] ppdet.engine INFO: Epoch: [10] [580/610] learning_rate: 0.239279 loss_vfl: 1.329360 loss_bbox: 0.658284 loss_dfl: 0.488539 loss: 2.490129 eta: 1 day, 17:28:11 batch_cost: 0.8540 data_cost: 0.0003 ips: 56.2060 images/s [03/12 10:42:27] ppdet.engine INFO: Epoch: [10] [600/610] learning_rate: 0.239274 loss_vfl: 1.288321 loss_bbox: 0.645826 loss_dfl: 0.478692 loss: 2.398719 eta: 1 day, 17:27:44 batch_cost: 0.8269 data_cost: 0.0011 ips: 58.0470 images/s [03/12 10:42:42] ppdet.engine INFO: Epoch: [11] [ 0/610] learning_rate: 0.239272 loss_vfl: 1.294558 loss_bbox: 0.641425 loss_dfl: 0.478692 loss: 2.397415 eta: 1 day, 17:29:24 batch_cost: 1.0308 data_cost: 0.2253 ips: 46.5654 images/s [03/12 10:43:02] ppdet.engine INFO: Epoch: [11] [ 20/610] learning_rate: 0.239267 loss_vfl: 1.299042 loss_bbox: 0.646707 loss_dfl: 0.486702 loss: 2.432232 eta: 1 day, 17:29:23 batch_cost: 0.8775 data_cost: 0.0004 ips: 54.7036 images/s [03/12 10:43:20] ppdet.engine INFO: Epoch: [11] [ 40/610] learning_rate: 0.239263 loss_vfl: 1.338715 loss_bbox: 0.680041 loss_dfl: 0.499818 loss: 2.511812 eta: 1 day, 17:28:32 batch_cost: 0.7815 data_cost: 0.0004 ips: 61.4186 images/s [03/12 10:43:39] ppdet.engine INFO: Epoch: [11] [ 60/610] learning_rate: 0.239258 loss_vfl: 1.279369 loss_bbox: 0.653751 loss_dfl: 0.492646 loss: 2.448424 eta: 1 day, 17:28:24 batch_cost: 0.8646 data_cost: 0.0003 ips: 55.5162 images/s [03/12 10:43:57] ppdet.engine INFO: Epoch: [11] [ 80/610] learning_rate: 0.239254 loss_vfl: 1.242239 loss_bbox: 0.588419 loss_dfl: 0.450831 loss: 2.286705 eta: 1 day, 17:27:42 batch_cost: 0.8000 data_cost: 0.0003 ips: 59.9984 images/s [03/12 10:44:16] ppdet.engine INFO: Epoch: [11] [100/610] learning_rate: 0.239249 loss_vfl: 1.262993 loss_bbox: 0.618674 loss_dfl: 0.469456 loss: 2.325858 eta: 1 day, 17:27:48 batch_cost: 0.8913 data_cost: 0.0003 ips: 53.8536 images/s [03/12 10:44:35] ppdet.engine INFO: Epoch: [11] [120/610] learning_rate: 0.239244 loss_vfl: 1.275983 loss_bbox: 0.633472 loss_dfl: 0.468791 loss: 2.375715 eta: 1 day, 17:27:36 batch_cost: 0.8567 data_cost: 0.0003 ips: 56.0322 images/s [03/12 10:44:54] ppdet.engine INFO: Epoch: [11] [140/610] learning_rate: 0.239240 loss_vfl: 1.303194 loss_bbox: 0.628202 loss_dfl: 0.469910 loss: 2.397053 eta: 1 day, 17:27:31 batch_cost: 0.8696 data_cost: 0.0004 ips: 55.1953 images/s [03/12 10:45:12] ppdet.engine INFO: Epoch: [11] [160/610] learning_rate: 0.239235 loss_vfl: 1.297260 loss_bbox: 0.665964 loss_dfl: 0.492749 loss: 2.453102 eta: 1 day, 17:26:56 batch_cost: 0.8129 data_cost: 0.0003 ips: 59.0460 images/s [03/12 10:45:31] ppdet.engine INFO: Epoch: [11] [180/610] learning_rate: 0.239230 loss_vfl: 1.276398 loss_bbox: 0.647152 loss_dfl: 0.478663 loss: 2.406222 eta: 1 day, 17:26:38 batch_cost: 0.8455 data_cost: 0.0010 ips: 56.7734 images/s [03/12 10:45:50] ppdet.engine INFO: Epoch: [11] [200/610] learning_rate: 0.239226 loss_vfl: 1.334403 loss_bbox: 0.649120 loss_dfl: 0.494561 loss: 2.453735 eta: 1 day, 17:26:34 batch_cost: 0.8710 data_cost: 0.0003 ips: 55.1069 images/s [03/12 10:46:10] ppdet.engine INFO: Epoch: [11] [220/610] learning_rate: 0.239221 loss_vfl: 1.276609 loss_bbox: 0.603923 loss_dfl: 0.457379 loss: 2.347281 eta: 1 day, 17:26:36 batch_cost: 0.8855 data_cost: 0.0003 ips: 54.2041 images/s [03/12 10:46:28] ppdet.engine INFO: Epoch: [11] [240/610] learning_rate: 0.239216 loss_vfl: 1.229802 loss_bbox: 0.619694 loss_dfl: 0.446774 loss: 2.296270 eta: 1 day, 17:26:14 batch_cost: 0.8369 data_cost: 0.0003 ips: 57.3525 images/s [03/12 10:46:47] ppdet.engine INFO: Epoch: [11] [260/610] learning_rate: 0.239212 loss_vfl: 1.280068 loss_bbox: 0.658112 loss_dfl: 0.484927 loss: 2.423108 eta: 1 day, 17:25:54 batch_cost: 0.8407 data_cost: 0.0009 ips: 57.0979 images/s [03/12 10:47:06] ppdet.engine INFO: Epoch: [11] [280/610] learning_rate: 0.239207 loss_vfl: 1.312838 loss_bbox: 0.621961 loss_dfl: 0.472617 loss: 2.405599 eta: 1 day, 17:25:33 batch_cost: 0.8403 data_cost: 0.0003 ips: 57.1225 images/s [03/12 10:47:24] ppdet.engine INFO: Epoch: [11] [300/610] learning_rate: 0.239202 loss_vfl: 1.348089 loss_bbox: 0.622767 loss_dfl: 0.479662 loss: 2.466775 eta: 1 day, 17:25:07 batch_cost: 0.8288 data_cost: 0.0012 ips: 57.9122 images/s [03/12 10:47:43] ppdet.engine INFO: Epoch: [11] [320/610] learning_rate: 0.239197 loss_vfl: 1.290531 loss_bbox: 0.676609 loss_dfl: 0.503059 loss: 2.452253 eta: 1 day, 17:24:52 batch_cost: 0.8505 data_cost: 0.0010 ips: 56.4356 images/s [03/12 10:48:02] ppdet.engine INFO: Epoch: [11] [340/610] learning_rate: 0.239193 loss_vfl: 1.297393 loss_bbox: 0.628491 loss_dfl: 0.463942 loss: 2.420161 eta: 1 day, 17:24:33 batch_cost: 0.8434 data_cost: 0.0004 ips: 56.9104 images/s [03/12 10:48:21] ppdet.engine INFO: Epoch: [11] [360/610] learning_rate: 0.239188 loss_vfl: 1.323605 loss_bbox: 0.645092 loss_dfl: 0.491595 loss: 2.480736 eta: 1 day, 17:24:24 batch_cost: 0.8648 data_cost: 0.0005 ips: 55.5061 images/s [03/12 10:48:39] ppdet.engine INFO: Epoch: [11] [380/610] learning_rate: 0.239183 loss_vfl: 1.284248 loss_bbox: 0.654375 loss_dfl: 0.485107 loss: 2.422025 eta: 1 day, 17:23:57 batch_cost: 0.8260 data_cost: 0.0004 ips: 58.1097 images/s [03/12 10:48:58] ppdet.engine INFO: Epoch: [11] [400/610] learning_rate: 0.239178 loss_vfl: 1.230689 loss_bbox: 0.643282 loss_dfl: 0.461101 loss: 2.308018 eta: 1 day, 17:23:31 batch_cost: 0.8283 data_cost: 0.0003 ips: 57.9518 images/s [03/12 10:49:17] ppdet.engine INFO: Epoch: [11] [420/610] learning_rate: 0.239173 loss_vfl: 1.293441 loss_bbox: 0.621293 loss_dfl: 0.469823 loss: 2.362786 eta: 1 day, 17:23:26 batch_cost: 0.8711 data_cost: 0.0003 ips: 55.1000 images/s [03/12 10:49:36] ppdet.engine INFO: Epoch: [11] [440/610] learning_rate: 0.239169 loss_vfl: 1.310151 loss_bbox: 0.631596 loss_dfl: 0.478719 loss: 2.409955 eta: 1 day, 17:23:39 batch_cost: 0.9087 data_cost: 0.0003 ips: 52.8227 images/s [03/12 10:49:55] ppdet.engine INFO: Epoch: [11] [460/610] learning_rate: 0.239164 loss_vfl: 1.268525 loss_bbox: 0.630857 loss_dfl: 0.470798 loss: 2.366865 eta: 1 day, 17:23:07 batch_cost: 0.8176 data_cost: 0.0003 ips: 58.7104 images/s [03/12 10:50:14] ppdet.engine INFO: Epoch: [11] [480/610] learning_rate: 0.239159 loss_vfl: 1.293001 loss_bbox: 0.666188 loss_dfl: 0.496371 loss: 2.456088 eta: 1 day, 17:23:02 batch_cost: 0.8711 data_cost: 0.0003 ips: 55.1033 images/s [03/12 10:50:32] ppdet.engine INFO: Epoch: [11] [500/610] learning_rate: 0.239154 loss_vfl: 1.250826 loss_bbox: 0.620868 loss_dfl: 0.466067 loss: 2.319206 eta: 1 day, 17:22:50 batch_cost: 0.8571 data_cost: 0.0003 ips: 56.0059 images/s [03/12 10:50:51] ppdet.engine INFO: Epoch: [11] [520/610] learning_rate: 0.239149 loss_vfl: 1.211645 loss_bbox: 0.582201 loss_dfl: 0.437908 loss: 2.232520 eta: 1 day, 17:22:28 batch_cost: 0.8372 data_cost: 0.0003 ips: 57.3328 images/s [03/12 10:51:11] ppdet.engine INFO: Epoch: [11] [540/610] learning_rate: 0.239144 loss_vfl: 1.228345 loss_bbox: 0.614161 loss_dfl: 0.452106 loss: 2.258703 eta: 1 day, 17:22:20 batch_cost: 0.8657 data_cost: 0.0003 ips: 55.4484 images/s [03/12 10:51:30] ppdet.engine INFO: Epoch: [11] [560/610] learning_rate: 0.239139 loss_vfl: 1.218040 loss_bbox: 0.582302 loss_dfl: 0.443595 loss: 2.273632 eta: 1 day, 17:22:16 batch_cost: 0.8751 data_cost: 0.0019 ips: 54.8497 images/s [03/12 10:51:49] ppdet.engine INFO: Epoch: [11] [580/610] learning_rate: 0.239134 loss_vfl: 1.253058 loss_bbox: 0.597155 loss_dfl: 0.455486 loss: 2.294599 eta: 1 day, 17:22:14 batch_cost: 0.8792 data_cost: 0.0003 ips: 54.5957 images/s [03/12 10:52:08] ppdet.engine INFO: Epoch: [11] [600/610] learning_rate: 0.239129 loss_vfl: 1.287191 loss_bbox: 0.620919 loss_dfl: 0.462687 loss: 2.325982 eta: 1 day, 17:22:04 batch_cost: 0.8611 data_cost: 0.0005 ips: 55.7430 images/s [03/12 10:52:22] ppdet.engine INFO: Epoch: [12] [ 0/610] learning_rate: 0.239127 loss_vfl: 1.323388 loss_bbox: 0.632944 loss_dfl: 0.485720 loss: 2.410263 eta: 1 day, 17:23:33 batch_cost: 1.0447 data_cost: 0.2803 ips: 45.9471 images/s [03/12 10:52:43] ppdet.engine INFO: Epoch: [12] [ 20/610] learning_rate: 0.239122 loss_vfl: 1.224137 loss_bbox: 0.619877 loss_dfl: 0.454441 loss: 2.315477 eta: 1 day, 17:23:49 batch_cost: 0.9163 data_cost: 0.0011 ips: 52.3820 images/s [03/12 10:53:02] ppdet.engine INFO: Epoch: [12] [ 40/610] learning_rate: 0.239117 loss_vfl: 1.298527 loss_bbox: 0.651680 loss_dfl: 0.482583 loss: 2.433673 eta: 1 day, 17:23:46 batch_cost: 0.8778 data_cost: 0.0003 ips: 54.6805 images/s [03/12 10:53:22] ppdet.engine INFO: Epoch: [12] [ 60/610] learning_rate: 0.239112 loss_vfl: 1.270854 loss_bbox: 0.644293 loss_dfl: 0.481743 loss: 2.416090 eta: 1 day, 17:23:46 batch_cost: 0.8854 data_cost: 0.0003 ips: 54.2098 images/s [03/12 10:53:40] ppdet.engine INFO: Epoch: [12] [ 80/610] learning_rate: 0.239107 loss_vfl: 1.246676 loss_bbox: 0.575637 loss_dfl: 0.440693 loss: 2.254440 eta: 1 day, 17:23:11 batch_cost: 0.8109 data_cost: 0.0003 ips: 59.1945 images/s [03/12 10:54:00] ppdet.engine INFO: Epoch: [12] [100/610] learning_rate: 0.239102 loss_vfl: 1.262929 loss_bbox: 0.602741 loss_dfl: 0.464476 loss: 2.338610 eta: 1 day, 17:23:26 batch_cost: 0.9154 data_cost: 0.0004 ips: 52.4375 images/s [03/12 10:54:20] ppdet.engine INFO: Epoch: [12] [120/610] learning_rate: 0.239097 loss_vfl: 1.306408 loss_bbox: 0.636902 loss_dfl: 0.475726 loss: 2.402027 eta: 1 day, 17:23:33 batch_cost: 0.8995 data_cost: 0.0017 ips: 53.3641 images/s [03/12 10:54:39] ppdet.engine INFO: Epoch: [12] [140/610] learning_rate: 0.239092 loss_vfl: 1.319758 loss_bbox: 0.634722 loss_dfl: 0.477519 loss: 2.422617 eta: 1 day, 17:23:23 batch_cost: 0.8625 data_cost: 0.0010 ips: 55.6519 images/s [03/12 10:54:58] ppdet.engine INFO: Epoch: [12] [160/610] learning_rate: 0.239087 loss_vfl: 1.294621 loss_bbox: 0.656554 loss_dfl: 0.489925 loss: 2.447882 eta: 1 day, 17:23:13 batch_cost: 0.8634 data_cost: 0.0015 ips: 55.5917 images/s [03/12 10:55:17] ppdet.engine INFO: Epoch: [12] [180/610] learning_rate: 0.239081 loss_vfl: 1.293122 loss_bbox: 0.630860 loss_dfl: 0.482391 loss: 2.368532 eta: 1 day, 17:23:00 batch_cost: 0.8588 data_cost: 0.0003 ips: 55.8888 images/s [03/12 10:55:36] ppdet.engine INFO: Epoch: [12] [200/610] learning_rate: 0.239076 loss_vfl: 1.284097 loss_bbox: 0.620798 loss_dfl: 0.455939 loss: 2.340990 eta: 1 day, 17:22:35 batch_cost: 0.8317 data_cost: 0.0011 ips: 57.7107 images/s [03/12 10:55:54] ppdet.engine INFO: Epoch: [12] [220/610] learning_rate: 0.239071 loss_vfl: 1.284142 loss_bbox: 0.658315 loss_dfl: 0.488037 loss: 2.431368 eta: 1 day, 17:22:14 batch_cost: 0.8391 data_cost: 0.0012 ips: 57.2042 images/s [03/12 10:56:13] ppdet.engine INFO: Epoch: [12] [240/610] learning_rate: 0.239066 loss_vfl: 1.272153 loss_bbox: 0.618601 loss_dfl: 0.460453 loss: 2.334607 eta: 1 day, 17:22:11 batch_cost: 0.8802 data_cost: 0.0003 ips: 54.5348 images/s [03/12 10:56:32] ppdet.engine INFO: Epoch: [12] [260/610] learning_rate: 0.239061 loss_vfl: 1.286023 loss_bbox: 0.629975 loss_dfl: 0.481348 loss: 2.417443 eta: 1 day, 17:22:06 batch_cost: 0.8738 data_cost: 0.0004 ips: 54.9317 images/s [03/12 10:56:52] ppdet.engine INFO: Epoch: [12] [280/610] learning_rate: 0.239056 loss_vfl: 1.343624 loss_bbox: 0.653035 loss_dfl: 0.482338 loss: 2.476752 eta: 1 day, 17:21:58 batch_cost: 0.8682 data_cost: 0.0003 ips: 55.2857 images/s [03/12 10:57:11] ppdet.engine INFO: Epoch: [12] [300/610] learning_rate: 0.239051 loss_vfl: 1.284599 loss_bbox: 0.652790 loss_dfl: 0.500140 loss: 2.434978 eta: 1 day, 17:22:09 batch_cost: 0.9101 data_cost: 0.0003 ips: 52.7427 images/s [03/12 10:57:30] ppdet.engine INFO: Epoch: [12] [320/610] learning_rate: 0.239045 loss_vfl: 1.208725 loss_bbox: 0.562952 loss_dfl: 0.434885 loss: 2.184777 eta: 1 day, 17:21:42 batch_cost: 0.8272 data_cost: 0.0007 ips: 58.0245 images/s [03/12 10:57:49] ppdet.engine INFO: Epoch: [12] [340/610] learning_rate: 0.239040 loss_vfl: 1.307277 loss_bbox: 0.647012 loss_dfl: 0.479478 loss: 2.391705 eta: 1 day, 17:21:43 batch_cost: 0.8883 data_cost: 0.0003 ips: 54.0333 images/s [03/12 10:58:08] ppdet.engine INFO: Epoch: [12] [360/610] learning_rate: 0.239035 loss_vfl: 1.254274 loss_bbox: 0.596179 loss_dfl: 0.448011 loss: 2.278974 eta: 1 day, 17:21:23 batch_cost: 0.8437 data_cost: 0.0004 ips: 56.8920 images/s [03/12 10:58:27] ppdet.engine INFO: Epoch: [12] [380/610] learning_rate: 0.239030 loss_vfl: 1.358945 loss_bbox: 0.662064 loss_dfl: 0.503501 loss: 2.513115 eta: 1 day, 17:21:14 batch_cost: 0.8657 data_cost: 0.0003 ips: 55.4442 images/s [03/12 10:58:46] ppdet.engine INFO: Epoch: [12] [400/610] learning_rate: 0.239025 loss_vfl: 1.337839 loss_bbox: 0.675106 loss_dfl: 0.507193 loss: 2.526603 eta: 1 day, 17:20:56 batch_cost: 0.8481 data_cost: 0.0003 ips: 56.5982 images/s [03/12 10:59:05] ppdet.engine INFO: Epoch: [12] [420/610] learning_rate: 0.239019 loss_vfl: 1.275219 loss_bbox: 0.608433 loss_dfl: 0.459793 loss: 2.362708 eta: 1 day, 17:20:43 batch_cost: 0.8584 data_cost: 0.0003 ips: 55.9192 images/s [03/12 10:59:23] ppdet.engine INFO: Epoch: [12] [440/610] learning_rate: 0.239014 loss_vfl: 1.294684 loss_bbox: 0.606369 loss_dfl: 0.464921 loss: 2.377070 eta: 1 day, 17:20:09 batch_cost: 0.8099 data_cost: 0.0003 ips: 59.2675 images/s [03/12 10:59:42] ppdet.engine INFO: Epoch: [12] [460/610] learning_rate: 0.239009 loss_vfl: 1.277403 loss_bbox: 0.609121 loss_dfl: 0.462626 loss: 2.333397 eta: 1 day, 17:19:50 batch_cost: 0.8464 data_cost: 0.0003 ips: 56.7103 images/s [03/12 11:00:01] ppdet.engine INFO: Epoch: [12] [480/610] learning_rate: 0.239003 loss_vfl: 1.306705 loss_bbox: 0.643008 loss_dfl: 0.495034 loss: 2.455337 eta: 1 day, 17:19:28 batch_cost: 0.8381 data_cost: 0.0003 ips: 57.2737 images/s [03/12 11:00:19] ppdet.engine INFO: Epoch: [12] [500/610] learning_rate: 0.238998 loss_vfl: 1.273934 loss_bbox: 0.654684 loss_dfl: 0.486961 loss: 2.432353 eta: 1 day, 17:19:03 batch_cost: 0.8309 data_cost: 0.0003 ips: 57.7717 images/s [03/12 11:00:38] ppdet.engine INFO: Epoch: [12] [520/610] learning_rate: 0.238993 loss_vfl: 1.311945 loss_bbox: 0.583846 loss_dfl: 0.465153 loss: 2.439383 eta: 1 day, 17:18:36 batch_cost: 0.8259 data_cost: 0.0003 ips: 58.1174 images/s [03/12 11:00:55] ppdet.engine INFO: Epoch: [12] [540/610] learning_rate: 0.238987 loss_vfl: 1.285570 loss_bbox: 0.601328 loss_dfl: 0.456729 loss: 2.329016 eta: 1 day, 17:17:54 batch_cost: 0.7934 data_cost: 0.0003 ips: 60.4965 images/s [03/12 11:01:15] ppdet.engine INFO: Epoch: [12] [560/610] learning_rate: 0.238982 loss_vfl: 1.223557 loss_bbox: 0.583541 loss_dfl: 0.453724 loss: 2.274458 eta: 1 day, 17:17:45 batch_cost: 0.8654 data_cost: 0.0003 ips: 55.4626 images/s [03/12 11:01:33] ppdet.engine INFO: Epoch: [12] [580/610] learning_rate: 0.238977 loss_vfl: 1.220255 loss_bbox: 0.626967 loss_dfl: 0.456231 loss: 2.309594 eta: 1 day, 17:17:23 batch_cost: 0.8388 data_cost: 0.0003 ips: 57.2268 images/s [03/12 11:01:53] ppdet.engine INFO: Epoch: [12] [600/610] learning_rate: 0.238971 loss_vfl: 1.259388 loss_bbox: 0.599898 loss_dfl: 0.460665 loss: 2.309007 eta: 1 day, 17:17:12 batch_cost: 0.8627 data_cost: 0.0009 ips: 55.6364 images/s [03/12 11:02:07] ppdet.engine INFO: Epoch: [13] [ 0/610] learning_rate: 0.238969 loss_vfl: 1.252931 loss_bbox: 0.611681 loss_dfl: 0.460665 loss: 2.314113 eta: 1 day, 17:18:26 batch_cost: 1.0245 data_cost: 0.2423 ips: 46.8517 images/s [03/12 11:02:28] ppdet.engine INFO: Epoch: [13] [ 20/610] learning_rate: 0.238963 loss_vfl: 1.347820 loss_bbox: 0.644714 loss_dfl: 0.488573 loss: 2.458125 eta: 1 day, 17:19:04 batch_cost: 0.9762 data_cost: 0.0014 ips: 49.1709 images/s [03/12 11:02:47] ppdet.engine INFO: Epoch: [13] [ 40/610] learning_rate: 0.238958 loss_vfl: 1.269794 loss_bbox: 0.627224 loss_dfl: 0.481384 loss: 2.366194 eta: 1 day, 17:18:51 batch_cost: 0.8588 data_cost: 0.0003 ips: 55.8894 images/s [03/12 11:03:07] ppdet.engine INFO: Epoch: [13] [ 60/610] learning_rate: 0.238952 loss_vfl: 1.204247 loss_bbox: 0.603071 loss_dfl: 0.446138 loss: 2.261086 eta: 1 day, 17:18:45 batch_cost: 0.8730 data_cost: 0.0005 ips: 54.9847 images/s [03/12 11:03:26] ppdet.engine INFO: Epoch: [13] [ 80/610] learning_rate: 0.238947 loss_vfl: 1.380646 loss_bbox: 0.683751 loss_dfl: 0.507373 loss: 2.591978 eta: 1 day, 17:18:35 batch_cost: 0.8673 data_cost: 0.0018 ips: 55.3442 images/s [03/12 11:03:45] ppdet.engine INFO: Epoch: [13] [100/610] learning_rate: 0.238941 loss_vfl: 1.206636 loss_bbox: 0.617752 loss_dfl: 0.459654 loss: 2.301812 eta: 1 day, 17:18:18 batch_cost: 0.8501 data_cost: 0.0003 ips: 56.4647 images/s [03/12 11:04:03] ppdet.engine INFO: Epoch: [13] [120/610] learning_rate: 0.238936 loss_vfl: 1.227980 loss_bbox: 0.611914 loss_dfl: 0.467002 loss: 2.253695 eta: 1 day, 17:17:43 batch_cost: 0.8084 data_cost: 0.0010 ips: 59.3749 images/s [03/12 11:04:22] ppdet.engine INFO: Epoch: [13] [140/610] learning_rate: 0.238931 loss_vfl: 1.320702 loss_bbox: 0.624284 loss_dfl: 0.483559 loss: 2.412260 eta: 1 day, 17:17:28 batch_cost: 0.8528 data_cost: 0.0009 ips: 56.2851 images/s [03/12 11:04:41] ppdet.engine INFO: Epoch: [13] [160/610] learning_rate: 0.238925 loss_vfl: 1.354290 loss_bbox: 0.669208 loss_dfl: 0.499500 loss: 2.513135 eta: 1 day, 17:16:57 batch_cost: 0.8189 data_cost: 0.0004 ips: 58.6172 images/s [03/12 11:04:59] ppdet.engine INFO: Epoch: [13] [180/610] learning_rate: 0.238920 loss_vfl: 1.310868 loss_bbox: 0.607795 loss_dfl: 0.460589 loss: 2.350250 eta: 1 day, 17:16:28 batch_cost: 0.8216 data_cost: 0.0004 ips: 58.4252 images/s [03/12 11:05:18] ppdet.engine INFO: Epoch: [13] [200/610] learning_rate: 0.238914 loss_vfl: 1.299246 loss_bbox: 0.662055 loss_dfl: 0.486797 loss: 2.450991 eta: 1 day, 17:16:12 batch_cost: 0.8523 data_cost: 0.0003 ips: 56.3165 images/s [03/12 11:05:37] ppdet.engine INFO: Epoch: [13] [220/610] learning_rate: 0.238908 loss_vfl: 1.280200 loss_bbox: 0.648518 loss_dfl: 0.489227 loss: 2.453802 eta: 1 day, 17:16:16 batch_cost: 0.8971 data_cost: 0.0004 ips: 53.5084 images/s [03/12 11:05:55] ppdet.engine INFO: Epoch: [13] [240/610] learning_rate: 0.238903 loss_vfl: 1.271777 loss_bbox: 0.655941 loss_dfl: 0.487509 loss: 2.407665 eta: 1 day, 17:15:42 batch_cost: 0.8099 data_cost: 0.0003 ips: 59.2651 images/s [03/12 11:06:14] ppdet.engine INFO: Epoch: [13] [260/610] learning_rate: 0.238897 loss_vfl: 1.324010 loss_bbox: 0.648383 loss_dfl: 0.496286 loss: 2.493346 eta: 1 day, 17:15:30 batch_cost: 0.8613 data_cost: 0.0003 ips: 55.7312 images/s [03/12 11:06:33] ppdet.engine INFO: Epoch: [13] [280/610] learning_rate: 0.238892 loss_vfl: 1.314024 loss_bbox: 0.680712 loss_dfl: 0.502838 loss: 2.495700 eta: 1 day, 17:14:53 batch_cost: 0.8038 data_cost: 0.0003 ips: 59.7161 images/s [03/12 11:06:53] ppdet.engine INFO: Epoch: [13] [300/610] learning_rate: 0.238886 loss_vfl: 1.341210 loss_bbox: 0.660971 loss_dfl: 0.496231 loss: 2.510568 eta: 1 day, 17:14:51 batch_cost: 0.8849 data_cost: 0.0010 ips: 54.2430 images/s [03/12 11:07:12] ppdet.engine INFO: Epoch: [13] [320/610] learning_rate: 0.238880 loss_vfl: 1.272198 loss_bbox: 0.639693 loss_dfl: 0.490999 loss: 2.377133 eta: 1 day, 17:14:42 batch_cost: 0.8682 data_cost: 0.0003 ips: 55.2868 images/s [03/12 11:07:30] ppdet.engine INFO: Epoch: [13] [340/610] learning_rate: 0.238875 loss_vfl: 1.259889 loss_bbox: 0.649318 loss_dfl: 0.493308 loss: 2.442087 eta: 1 day, 17:14:14 batch_cost: 0.8223 data_cost: 0.0007 ips: 58.3701 images/s [03/12 11:07:50] ppdet.engine INFO: Epoch: [13] [360/610] learning_rate: 0.238869 loss_vfl: 1.272484 loss_bbox: 0.631171 loss_dfl: 0.475144 loss: 2.408152 eta: 1 day, 17:14:14 batch_cost: 0.8902 data_cost: 0.0004 ips: 53.9205 images/s [03/12 11:08:08] ppdet.engine INFO: Epoch: [13] [380/610] learning_rate: 0.238864 loss_vfl: 1.322218 loss_bbox: 0.627294 loss_dfl: 0.476255 loss: 2.416327 eta: 1 day, 17:13:35 batch_cost: 0.7989 data_cost: 0.0004 ips: 60.0862 images/s [03/12 11:08:27] ppdet.engine INFO: Epoch: [13] [400/610] learning_rate: 0.238858 loss_vfl: 1.291233 loss_bbox: 0.629032 loss_dfl: 0.475714 loss: 2.395098 eta: 1 day, 17:13:17 batch_cost: 0.8462 data_cost: 0.0010 ips: 56.7264 images/s [03/12 11:08:47] ppdet.engine INFO: Epoch: [13] [420/610] learning_rate: 0.238852 loss_vfl: 1.179508 loss_bbox: 0.562942 loss_dfl: 0.431734 loss: 2.199051 eta: 1 day, 17:13:00 batch_cost: 0.8508 data_cost: 0.0017 ips: 56.4156 images/s [03/12 11:09:06] ppdet.engine INFO: Epoch: [13] [440/610] learning_rate: 0.238846 loss_vfl: 1.276582 loss_bbox: 0.594517 loss_dfl: 0.462105 loss: 2.315373 eta: 1 day, 17:12:50 batch_cost: 0.8658 data_cost: 0.0003 ips: 55.4427 images/s [03/12 11:09:24] ppdet.engine INFO: Epoch: [13] [460/610] learning_rate: 0.238841 loss_vfl: 1.318847 loss_bbox: 0.638489 loss_dfl: 0.485248 loss: 2.458087 eta: 1 day, 17:12:26 batch_cost: 0.8317 data_cost: 0.0003 ips: 57.7150 images/s [03/12 11:09:44] ppdet.engine INFO: Epoch: [13] [480/610] learning_rate: 0.238835 loss_vfl: 1.250807 loss_bbox: 0.597486 loss_dfl: 0.447923 loss: 2.313525 eta: 1 day, 17:12:11 batch_cost: 0.8545 data_cost: 0.0003 ips: 56.1762 images/s [03/12 11:10:03] ppdet.engine INFO: Epoch: [13] [500/610] learning_rate: 0.238829 loss_vfl: 1.254749 loss_bbox: 0.650563 loss_dfl: 0.476405 loss: 2.382924 eta: 1 day, 17:12:10 batch_cost: 0.8880 data_cost: 0.0003 ips: 54.0561 images/s [03/12 11:10:23] ppdet.engine INFO: Epoch: [13] [520/610] learning_rate: 0.238824 loss_vfl: 1.327169 loss_bbox: 0.614536 loss_dfl: 0.482993 loss: 2.393341 eta: 1 day, 17:12:02 batch_cost: 0.8718 data_cost: 0.0003 ips: 55.0567 images/s [03/12 11:10:42] ppdet.engine INFO: Epoch: [13] [540/610] learning_rate: 0.238818 loss_vfl: 1.272604 loss_bbox: 0.611276 loss_dfl: 0.474907 loss: 2.359924 eta: 1 day, 17:11:39 batch_cost: 0.8352 data_cost: 0.0003 ips: 57.4737 images/s [03/12 11:11:01] ppdet.engine INFO: Epoch: [13] [560/610] learning_rate: 0.238812 loss_vfl: 1.289911 loss_bbox: 0.638325 loss_dfl: 0.472872 loss: 2.409368 eta: 1 day, 17:11:46 batch_cost: 0.9075 data_cost: 0.0003 ips: 52.8932 images/s [03/12 11:11:20] ppdet.engine INFO: Epoch: [13] [580/610] learning_rate: 0.238806 loss_vfl: 1.284947 loss_bbox: 0.641571 loss_dfl: 0.477918 loss: 2.414705 eta: 1 day, 17:11:27 batch_cost: 0.8465 data_cost: 0.0004 ips: 56.7067 images/s [03/12 11:11:38] ppdet.engine INFO: Epoch: [13] [600/610] learning_rate: 0.238800 loss_vfl: 1.368109 loss_bbox: 0.660772 loss_dfl: 0.495148 loss: 2.535677 eta: 1 day, 17:11:14 batch_cost: 0.8587 data_cost: 0.0005 ips: 55.9004 images/s [03/12 11:11:54] ppdet.engine INFO: Epoch: [14] [ 0/610] learning_rate: 0.238797 loss_vfl: 1.324796 loss_bbox: 0.641977 loss_dfl: 0.488688 loss: 2.476221 eta: 1 day, 17:12:41 batch_cost: 1.0707 data_cost: 0.2814 ips: 44.8311 images/s [03/12 11:12:14] ppdet.engine INFO: Epoch: [14] [ 20/610] learning_rate: 0.238792 loss_vfl: 1.199286 loss_bbox: 0.581419 loss_dfl: 0.445134 loss: 2.202700 eta: 1 day, 17:12:58 batch_cost: 0.9355 data_cost: 0.0003 ips: 51.3091 images/s [03/12 11:12:33] ppdet.engine INFO: Epoch: [14] [ 40/610] learning_rate: 0.238786 loss_vfl: 1.269059 loss_bbox: 0.625612 loss_dfl: 0.470787 loss: 2.363954 eta: 1 day, 17:12:32 batch_cost: 0.8280 data_cost: 0.0005 ips: 57.9722 images/s [03/12 11:12:51] ppdet.engine INFO: Epoch: [14] [ 60/610] learning_rate: 0.238780 loss_vfl: 1.249154 loss_bbox: 0.629482 loss_dfl: 0.474463 loss: 2.346341 eta: 1 day, 17:12:05 batch_cost: 0.8250 data_cost: 0.0012 ips: 58.1797 images/s [03/12 11:13:09] ppdet.engine INFO: Epoch: [14] [ 80/610] learning_rate: 0.238774 loss_vfl: 1.187640 loss_bbox: 0.599217 loss_dfl: 0.451698 loss: 2.250610 eta: 1 day, 17:11:31 batch_cost: 0.8081 data_cost: 0.0004 ips: 59.4008 images/s [03/12 11:13:28] ppdet.engine INFO: Epoch: [14] [100/610] learning_rate: 0.238768 loss_vfl: 1.367974 loss_bbox: 0.691114 loss_dfl: 0.509417 loss: 2.562598 eta: 1 day, 17:11:26 batch_cost: 0.8797 data_cost: 0.0009 ips: 54.5619 images/s [03/12 11:13:47] ppdet.engine INFO: Epoch: [14] [120/610] learning_rate: 0.238762 loss_vfl: 1.222443 loss_bbox: 0.567774 loss_dfl: 0.435890 loss: 2.224950 eta: 1 day, 17:10:57 batch_cost: 0.8223 data_cost: 0.0004 ips: 58.3745 images/s [03/12 11:14:06] ppdet.engine INFO: Epoch: [14] [140/610] learning_rate: 0.238756 loss_vfl: 1.300665 loss_bbox: 0.643433 loss_dfl: 0.483802 loss: 2.427327 eta: 1 day, 17:10:36 batch_cost: 0.8386 data_cost: 0.0004 ips: 57.2361 images/s [03/12 11:14:24] ppdet.engine INFO: Epoch: [14] [160/610] learning_rate: 0.238750 loss_vfl: 1.285495 loss_bbox: 0.648142 loss_dfl: 0.487022 loss: 2.415724 eta: 1 day, 17:10:00 batch_cost: 0.8033 data_cost: 0.0018 ips: 59.7550 images/s [03/12 11:14:43] ppdet.engine INFO: Epoch: [14] [180/610] learning_rate: 0.238744 loss_vfl: 1.283806 loss_bbox: 0.661934 loss_dfl: 0.491423 loss: 2.388397 eta: 1 day, 17:09:37 batch_cost: 0.8352 data_cost: 0.0004 ips: 57.4741 images/s [03/12 11:15:02] ppdet.engine INFO: Epoch: [14] [200/610] learning_rate: 0.238738 loss_vfl: 1.215504 loss_bbox: 0.589023 loss_dfl: 0.435408 loss: 2.229605 eta: 1 day, 17:09:30 batch_cost: 0.8759 data_cost: 0.0003 ips: 54.7992 images/s [03/12 11:15:22] ppdet.engine INFO: Epoch: [14] [220/610] learning_rate: 0.238732 loss_vfl: 1.272790 loss_bbox: 0.619170 loss_dfl: 0.463897 loss: 2.352855 eta: 1 day, 17:09:15 batch_cost: 0.8553 data_cost: 0.0003 ips: 56.1224 images/s [03/12 11:15:40] ppdet.engine INFO: Epoch: [14] [240/610] learning_rate: 0.238727 loss_vfl: 1.269890 loss_bbox: 0.616473 loss_dfl: 0.453645 loss: 2.328468 eta: 1 day, 17:08:51 batch_cost: 0.8343 data_cost: 0.0003 ips: 57.5309 images/s [03/12 11:15:59] ppdet.engine INFO: Epoch: [14] [260/610] learning_rate: 0.238721 loss_vfl: 1.269662 loss_bbox: 0.640054 loss_dfl: 0.471398 loss: 2.357442 eta: 1 day, 17:08:34 batch_cost: 0.8496 data_cost: 0.0003 ips: 56.5005 images/s [03/12 11:16:19] ppdet.engine INFO: Epoch: [14] [280/610] learning_rate: 0.238714 loss_vfl: 1.305349 loss_bbox: 0.627680 loss_dfl: 0.468720 loss: 2.378453 eta: 1 day, 17:08:37 batch_cost: 0.9011 data_cost: 0.0003 ips: 53.2670 images/s [03/12 11:16:38] ppdet.engine INFO: Epoch: [14] [300/610] learning_rate: 0.238708 loss_vfl: 1.302974 loss_bbox: 0.634033 loss_dfl: 0.478496 loss: 2.402947 eta: 1 day, 17:08:20 batch_cost: 0.8502 data_cost: 0.0009 ips: 56.4602 images/s [03/12 11:16:57] ppdet.engine INFO: Epoch: [14] [320/610] learning_rate: 0.238702 loss_vfl: 1.235329 loss_bbox: 0.619716 loss_dfl: 0.473725 loss: 2.336607 eta: 1 day, 17:08:05 batch_cost: 0.8560 data_cost: 0.0006 ips: 56.0761 images/s [03/12 11:17:16] ppdet.engine INFO: Epoch: [14] [340/610] learning_rate: 0.238696 loss_vfl: 1.248084 loss_bbox: 0.604288 loss_dfl: 0.467461 loss: 2.339619 eta: 1 day, 17:08:00 batch_cost: 0.8799 data_cost: 0.0003 ips: 54.5519 images/s [03/12 11:17:35] ppdet.engine INFO: Epoch: [14] [360/610] learning_rate: 0.238690 loss_vfl: 1.298429 loss_bbox: 0.628955 loss_dfl: 0.472002 loss: 2.377551 eta: 1 day, 17:07:51 batch_cost: 0.8716 data_cost: 0.0004 ips: 55.0683 images/s [03/12 11:17:54] ppdet.engine INFO: Epoch: [14] [380/610] learning_rate: 0.238684 loss_vfl: 1.255055 loss_bbox: 0.607926 loss_dfl: 0.471059 loss: 2.338463 eta: 1 day, 17:07:31 batch_cost: 0.8422 data_cost: 0.0003 ips: 56.9921 images/s [03/12 11:18:13] ppdet.engine INFO: Epoch: [14] [400/610] learning_rate: 0.238678 loss_vfl: 1.380725 loss_bbox: 0.688316 loss_dfl: 0.510502 loss: 2.613891 eta: 1 day, 17:07:25 batch_cost: 0.8795 data_cost: 0.0006 ips: 54.5754 images/s [03/12 11:18:31] ppdet.engine INFO: Epoch: [14] [420/610] learning_rate: 0.238672 loss_vfl: 1.236482 loss_bbox: 0.611960 loss_dfl: 0.455824 loss: 2.319956 eta: 1 day, 17:06:55 batch_cost: 0.8159 data_cost: 0.0020 ips: 58.8306 images/s [03/12 11:18:50] ppdet.engine INFO: Epoch: [14] [440/610] learning_rate: 0.238666 loss_vfl: 1.296581 loss_bbox: 0.629408 loss_dfl: 0.481598 loss: 2.402152 eta: 1 day, 17:06:39 batch_cost: 0.8539 data_cost: 0.0003 ips: 56.2106 images/s [03/12 11:19:09] ppdet.engine INFO: Epoch: [14] [460/610] learning_rate: 0.238660 loss_vfl: 1.332015 loss_bbox: 0.655224 loss_dfl: 0.493359 loss: 2.493619 eta: 1 day, 17:06:31 batch_cost: 0.8743 data_cost: 0.0003 ips: 54.9006 images/s [03/12 11:19:28] ppdet.engine INFO: Epoch: [14] [480/610] learning_rate: 0.238654 loss_vfl: 1.317738 loss_bbox: 0.650309 loss_dfl: 0.478287 loss: 2.461466 eta: 1 day, 17:06:14 batch_cost: 0.8505 data_cost: 0.0016 ips: 56.4351 images/s [03/12 11:19:47] ppdet.engine INFO: Epoch: [14] [500/610] learning_rate: 0.238647 loss_vfl: 1.309012 loss_bbox: 0.650130 loss_dfl: 0.479530 loss: 2.429592 eta: 1 day, 17:06:04 batch_cost: 0.8669 data_cost: 0.0004 ips: 55.3724 images/s [03/12 11:20:07] ppdet.engine INFO: Epoch: [14] [520/610] learning_rate: 0.238641 loss_vfl: 1.235141 loss_bbox: 0.617834 loss_dfl: 0.452410 loss: 2.304141 eta: 1 day, 17:06:04 batch_cost: 0.8963 data_cost: 0.0010 ips: 53.5516 images/s [03/12 11:20:27] ppdet.engine INFO: Epoch: [14] [540/610] learning_rate: 0.238635 loss_vfl: 1.314791 loss_bbox: 0.667265 loss_dfl: 0.492769 loss: 2.460268 eta: 1 day, 17:05:55 batch_cost: 0.8720 data_cost: 0.0004 ips: 55.0471 images/s [03/12 11:20:45] ppdet.engine INFO: Epoch: [14] [560/610] learning_rate: 0.238629 loss_vfl: 1.295932 loss_bbox: 0.678197 loss_dfl: 0.498785 loss: 2.482190 eta: 1 day, 17:05:45 batch_cost: 0.8685 data_cost: 0.0003 ips: 55.2664 images/s [03/12 11:21:05] ppdet.engine INFO: Epoch: [14] [580/610] learning_rate: 0.238623 loss_vfl: 1.316067 loss_bbox: 0.671420 loss_dfl: 0.508365 loss: 2.488302 eta: 1 day, 17:05:31 batch_cost: 0.8594 data_cost: 0.0003 ips: 55.8499 images/s [03/12 11:21:24] ppdet.engine INFO: Epoch: [14] [600/610] learning_rate: 0.238616 loss_vfl: 1.339735 loss_bbox: 0.650591 loss_dfl: 0.496913 loss: 2.502659 eta: 1 day, 17:05:18 batch_cost: 0.8601 data_cost: 0.0011 ips: 55.8081 images/s [03/12 11:21:39] ppdet.engine INFO: Epoch: [15] [ 0/610] learning_rate: 0.238613 loss_vfl: 1.331809 loss_bbox: 0.669056 loss_dfl: 0.500975 loss: 2.499464 eta: 1 day, 17:06:37 batch_cost: 1.0628 data_cost: 0.1893 ips: 45.1621 images/s [03/12 11:21:59] ppdet.engine INFO: Epoch: [15] [ 20/610] learning_rate: 0.238607 loss_vfl: 1.249614 loss_bbox: 0.607976 loss_dfl: 0.469642 loss: 2.291388 eta: 1 day, 17:06:33 batch_cost: 0.8842 data_cost: 0.0003 ips: 54.2853 images/s [03/12 11:22:18] ppdet.engine INFO: Epoch: [15] [ 40/610] learning_rate: 0.238601 loss_vfl: 1.208253 loss_bbox: 0.591742 loss_dfl: 0.454884 loss: 2.286813 eta: 1 day, 17:06:14 batch_cost: 0.8482 data_cost: 0.0003 ips: 56.5876 images/s [03/12 11:22:37] ppdet.engine INFO: Epoch: [15] [ 60/610] learning_rate: 0.238594 loss_vfl: 1.253742 loss_bbox: 0.616971 loss_dfl: 0.467555 loss: 2.341438 eta: 1 day, 17:06:07 batch_cost: 0.8761 data_cost: 0.0012 ips: 54.7912 images/s [03/12 11:22:57] ppdet.engine INFO: Epoch: [15] [ 80/610] learning_rate: 0.238588 loss_vfl: 1.244910 loss_bbox: 0.612512 loss_dfl: 0.462852 loss: 2.311598 eta: 1 day, 17:06:10 batch_cost: 0.9054 data_cost: 0.0004 ips: 53.0156 images/s [03/12 11:23:16] ppdet.engine INFO: Epoch: [15] [100/610] learning_rate: 0.238582 loss_vfl: 1.238553 loss_bbox: 0.572088 loss_dfl: 0.436866 loss: 2.251270 eta: 1 day, 17:05:55 batch_cost: 0.8572 data_cost: 0.0003 ips: 55.9949 images/s [03/12 11:23:35] ppdet.engine INFO: Epoch: [15] [120/610] learning_rate: 0.238575 loss_vfl: 1.292764 loss_bbox: 0.612549 loss_dfl: 0.474085 loss: 2.384941 eta: 1 day, 17:05:40 batch_cost: 0.8573 data_cost: 0.0003 ips: 55.9896 images/s [03/12 11:23:52] ppdet.engine INFO: Epoch: [15] [140/610] learning_rate: 0.238569 loss_vfl: 1.262504 loss_bbox: 0.592302 loss_dfl: 0.452362 loss: 2.308244 eta: 1 day, 17:05:04 batch_cost: 0.7993 data_cost: 0.0007 ips: 60.0538 images/s [03/12 11:24:11] ppdet.engine INFO: Epoch: [15] [160/610] learning_rate: 0.238563 loss_vfl: 1.262076 loss_bbox: 0.627001 loss_dfl: 0.458364 loss: 2.303845 eta: 1 day, 17:04:42 batch_cost: 0.8387 data_cost: 0.0009 ips: 57.2323 images/s [03/12 11:24:31] ppdet.engine INFO: Epoch: [15] [180/610] learning_rate: 0.238556 loss_vfl: 1.239095 loss_bbox: 0.577108 loss_dfl: 0.450246 loss: 2.279413 eta: 1 day, 17:04:35 batch_cost: 0.8785 data_cost: 0.0003 ips: 54.6408 images/s [03/12 11:24:50] ppdet.engine INFO: Epoch: [15] [200/610] learning_rate: 0.238550 loss_vfl: 1.239640 loss_bbox: 0.627144 loss_dfl: 0.471092 loss: 2.341091 eta: 1 day, 17:04:34 batch_cost: 0.8939 data_cost: 0.0009 ips: 53.6986 images/s [03/12 11:25:09] ppdet.engine INFO: Epoch: [15] [220/610] learning_rate: 0.238544 loss_vfl: 1.165386 loss_bbox: 0.579046 loss_dfl: 0.447077 loss: 2.192200 eta: 1 day, 17:04:23 batch_cost: 0.8700 data_cost: 0.0003 ips: 55.1725 images/s [03/12 11:25:28] ppdet.engine INFO: Epoch: [15] [240/610] learning_rate: 0.238537 loss_vfl: 1.311989 loss_bbox: 0.601651 loss_dfl: 0.477662 loss: 2.392405 eta: 1 day, 17:04:13 batch_cost: 0.8692 data_cost: 0.0003 ips: 55.2204 images/s [03/12 11:25:47] ppdet.engine INFO: Epoch: [15] [260/610] learning_rate: 0.238531 loss_vfl: 1.274911 loss_bbox: 0.596433 loss_dfl: 0.458285 loss: 2.325528 eta: 1 day, 17:03:51 batch_cost: 0.8389 data_cost: 0.0003 ips: 57.2147 images/s [03/12 11:26:06] ppdet.engine INFO: Epoch: [15] [280/610] learning_rate: 0.238524 loss_vfl: 1.257931 loss_bbox: 0.604212 loss_dfl: 0.465495 loss: 2.330629 eta: 1 day, 17:03:44 batch_cost: 0.8783 data_cost: 0.0003 ips: 54.6482 images/s [03/12 11:26:25] ppdet.engine INFO: Epoch: [15] [300/610] learning_rate: 0.238518 loss_vfl: 1.312880 loss_bbox: 0.638940 loss_dfl: 0.484653 loss: 2.442553 eta: 1 day, 17:03:28 batch_cost: 0.8550 data_cost: 0.0003 ips: 56.1435 images/s [03/12 11:26:45] ppdet.engine INFO: Epoch: [15] [320/610] learning_rate: 0.238511 loss_vfl: 1.251281 loss_bbox: 0.605774 loss_dfl: 0.461333 loss: 2.272039 eta: 1 day, 17:03:19 batch_cost: 0.8727 data_cost: 0.0010 ips: 55.0046 images/s [03/12 11:27:04] ppdet.engine INFO: Epoch: [15] [340/610] learning_rate: 0.238505 loss_vfl: 1.247652 loss_bbox: 0.611170 loss_dfl: 0.460285 loss: 2.327679 eta: 1 day, 17:03:01 batch_cost: 0.8495 data_cost: 0.0010 ips: 56.5051 images/s [03/12 11:27:23] ppdet.engine INFO: Epoch: [15] [360/610] learning_rate: 0.238498 loss_vfl: 1.252553 loss_bbox: 0.608164 loss_dfl: 0.465571 loss: 2.329878 eta: 1 day, 17:02:40 batch_cost: 0.8414 data_cost: 0.0004 ips: 57.0473 images/s [03/12 11:27:42] ppdet.engine INFO: Epoch: [15] [380/610] learning_rate: 0.238492 loss_vfl: 1.294057 loss_bbox: 0.632262 loss_dfl: 0.478173 loss: 2.417890 eta: 1 day, 17:02:20 batch_cost: 0.8436 data_cost: 0.0003 ips: 56.9015 images/s [03/12 11:28:01] ppdet.engine INFO: Epoch: [15] [400/610] learning_rate: 0.238485 loss_vfl: 1.328316 loss_bbox: 0.632682 loss_dfl: 0.481405 loss: 2.421285 eta: 1 day, 17:01:41 batch_cost: 0.7897 data_cost: 0.0011 ips: 60.7842 images/s [03/12 11:28:20] ppdet.engine INFO: Epoch: [15] [420/610] learning_rate: 0.238479 loss_vfl: 1.234084 loss_bbox: 0.609592 loss_dfl: 0.469884 loss: 2.329437 eta: 1 day, 17:01:22 batch_cost: 0.8480 data_cost: 0.0009 ips: 56.6066 images/s [03/12 11:28:38] ppdet.engine INFO: Epoch: [15] [440/610] learning_rate: 0.238472 loss_vfl: 1.308834 loss_bbox: 0.635027 loss_dfl: 0.477213 loss: 2.420475 eta: 1 day, 17:00:56 batch_cost: 0.8264 data_cost: 0.0005 ips: 58.0806 images/s [03/12 11:28:57] ppdet.engine INFO: Epoch: [15] [460/610] learning_rate: 0.238466 loss_vfl: 1.228518 loss_bbox: 0.597773 loss_dfl: 0.456451 loss: 2.310274 eta: 1 day, 17:00:33 batch_cost: 0.8336 data_cost: 0.0016 ips: 57.5825 images/s [03/12 11:29:15] ppdet.engine INFO: Epoch: [15] [480/610] learning_rate: 0.238459 loss_vfl: 1.341493 loss_bbox: 0.662620 loss_dfl: 0.494916 loss: 2.486399 eta: 1 day, 17:00:03 batch_cost: 0.8178 data_cost: 0.0003 ips: 58.6951 images/s [03/12 11:29:34] ppdet.engine INFO: Epoch: [15] [500/610] learning_rate: 0.238452 loss_vfl: 1.286657 loss_bbox: 0.637179 loss_dfl: 0.494537 loss: 2.448400 eta: 1 day, 16:59:50 batch_cost: 0.8603 data_cost: 0.0003 ips: 55.7931 images/s [03/12 11:29:53] ppdet.engine INFO: Epoch: [15] [520/610] learning_rate: 0.238446 loss_vfl: 1.219959 loss_bbox: 0.612541 loss_dfl: 0.457828 loss: 2.275006 eta: 1 day, 16:59:31 batch_cost: 0.8458 data_cost: 0.0003 ips: 56.7537 images/s [03/12 11:30:12] ppdet.engine INFO: Epoch: [15] [540/610] learning_rate: 0.238439 loss_vfl: 1.305508 loss_bbox: 0.648639 loss_dfl: 0.486948 loss: 2.409153 eta: 1 day, 16:59:12 batch_cost: 0.8479 data_cost: 0.0003 ips: 56.6072 images/s [03/12 11:30:31] ppdet.engine INFO: Epoch: [15] [560/610] learning_rate: 0.238433 loss_vfl: 1.295826 loss_bbox: 0.602324 loss_dfl: 0.475648 loss: 2.415705 eta: 1 day, 16:58:56 batch_cost: 0.8529 data_cost: 0.0010 ips: 56.2796 images/s [03/12 11:30:51] ppdet.engine INFO: Epoch: [15] [580/610] learning_rate: 0.238426 loss_vfl: 1.194533 loss_bbox: 0.568511 loss_dfl: 0.423487 loss: 2.177992 eta: 1 day, 16:58:49 batch_cost: 0.8803 data_cost: 0.0003 ips: 54.5270 images/s [03/12 11:31:09] ppdet.engine INFO: Epoch: [15] [600/610] learning_rate: 0.238419 loss_vfl: 1.222567 loss_bbox: 0.597577 loss_dfl: 0.453867 loss: 2.252937 eta: 1 day, 16:58:21 batch_cost: 0.8192 data_cost: 0.0005 ips: 58.5930 images/s [03/12 11:31:22] ppdet.engine INFO: Epoch: [16] [ 0/610] learning_rate: 0.238416 loss_vfl: 1.229946 loss_bbox: 0.592708 loss_dfl: 0.452492 loss: 2.301669 eta: 1 day, 16:58:57 batch_cost: 0.9840 data_cost: 0.1426 ips: 48.7799 images/s [03/12 11:31:44] ppdet.engine INFO: Epoch: [16] [ 20/610] learning_rate: 0.238409 loss_vfl: 1.297755 loss_bbox: 0.630587 loss_dfl: 0.475102 loss: 2.398888 eta: 1 day, 16:59:32 batch_cost: 0.9979 data_cost: 0.0003 ips: 48.1009 images/s [03/12 11:32:03] ppdet.engine INFO: Epoch: [16] [ 40/610] learning_rate: 0.238402 loss_vfl: 1.311407 loss_bbox: 0.663109 loss_dfl: 0.498335 loss: 2.487164 eta: 1 day, 16:59:16 batch_cost: 0.8551 data_cost: 0.0004 ips: 56.1345 images/s [03/12 11:32:22] ppdet.engine INFO: Epoch: [16] [ 60/610] learning_rate: 0.238396 loss_vfl: 1.261167 loss_bbox: 0.638251 loss_dfl: 0.494985 loss: 2.440664 eta: 1 day, 16:59:01 batch_cost: 0.8566 data_cost: 0.0054 ips: 56.0365 images/s [03/12 11:32:40] ppdet.engine INFO: Epoch: [16] [ 80/610] learning_rate: 0.238389 loss_vfl: 1.294397 loss_bbox: 0.631590 loss_dfl: 0.480088 loss: 2.433267 eta: 1 day, 16:58:38 batch_cost: 0.8371 data_cost: 0.0003 ips: 57.3409 images/s [03/12 11:32:59] ppdet.engine INFO: Epoch: [16] [100/610] learning_rate: 0.238382 loss_vfl: 1.302565 loss_bbox: 0.685518 loss_dfl: 0.496805 loss: 2.483014 eta: 1 day, 16:58:17 batch_cost: 0.8396 data_cost: 0.0003 ips: 57.1674 images/s [03/12 11:33:17] ppdet.engine INFO: Epoch: [16] [120/610] learning_rate: 0.238375 loss_vfl: 1.301745 loss_bbox: 0.652411 loss_dfl: 0.477659 loss: 2.399968 eta: 1 day, 16:57:48 batch_cost: 0.8169 data_cost: 0.0004 ips: 58.7604 images/s [03/12 11:33:37] ppdet.engine INFO: Epoch: [16] [140/610] learning_rate: 0.238369 loss_vfl: 1.329450 loss_bbox: 0.673404 loss_dfl: 0.514699 loss: 2.544469 eta: 1 day, 16:57:56 batch_cost: 0.9242 data_cost: 0.0012 ips: 51.9370 images/s [03/12 11:33:54] ppdet.engine INFO: Epoch: [16] [160/610] learning_rate: 0.238362 loss_vfl: 1.210427 loss_bbox: 0.601576 loss_dfl: 0.466805 loss: 2.291061 eta: 1 day, 16:57:12 batch_cost: 0.7762 data_cost: 0.0003 ips: 61.8402 images/s [03/12 11:34:14] ppdet.engine INFO: Epoch: [16] [180/610] learning_rate: 0.238355 loss_vfl: 1.207860 loss_bbox: 0.570734 loss_dfl: 0.447094 loss: 2.220588 eta: 1 day, 16:57:09 batch_cost: 0.8908 data_cost: 0.0003 ips: 53.8820 images/s [03/12 11:34:33] ppdet.engine INFO: Epoch: [16] [200/610] learning_rate: 0.238348 loss_vfl: 1.304701 loss_bbox: 0.669679 loss_dfl: 0.507824 loss: 2.458774 eta: 1 day, 16:56:58 batch_cost: 0.8707 data_cost: 0.0003 ips: 55.1256 images/s [03/12 11:34:51] ppdet.engine INFO: Epoch: [16] [220/610] learning_rate: 0.238341 loss_vfl: 1.288483 loss_bbox: 0.633234 loss_dfl: 0.497627 loss: 2.449943 eta: 1 day, 16:56:44 batch_cost: 0.8608 data_cost: 0.0011 ips: 55.7607 images/s [03/12 11:35:10] ppdet.engine INFO: Epoch: [16] [240/610] learning_rate: 0.238335 loss_vfl: 1.292444 loss_bbox: 0.647346 loss_dfl: 0.494990 loss: 2.447288 eta: 1 day, 16:56:27 batch_cost: 0.8496 data_cost: 0.0003 ips: 56.4942 images/s [03/12 11:35:30] ppdet.engine INFO: Epoch: [16] [260/610] learning_rate: 0.238328 loss_vfl: 1.275539 loss_bbox: 0.644114 loss_dfl: 0.478742 loss: 2.406510 eta: 1 day, 16:56:13 batch_cost: 0.8621 data_cost: 0.0009 ips: 55.6807 images/s [03/12 11:35:49] ppdet.engine INFO: Epoch: [16] [280/610] learning_rate: 0.238321 loss_vfl: 1.273259 loss_bbox: 0.638574 loss_dfl: 0.479229 loss: 2.425828 eta: 1 day, 16:56:02 batch_cost: 0.8704 data_cost: 0.0009 ips: 55.1463 images/s [03/12 11:36:08] ppdet.engine INFO: Epoch: [16] [300/610] learning_rate: 0.238314 loss_vfl: 1.287211 loss_bbox: 0.626240 loss_dfl: 0.472636 loss: 2.365136 eta: 1 day, 16:55:44 batch_cost: 0.8479 data_cost: 0.0008 ips: 56.6089 images/s [03/12 11:36:27] ppdet.engine INFO: Epoch: [16] [320/610] learning_rate: 0.238307 loss_vfl: 1.285317 loss_bbox: 0.614124 loss_dfl: 0.476739 loss: 2.386967 eta: 1 day, 16:55:31 batch_cost: 0.8640 data_cost: 0.0003 ips: 55.5547 images/s [03/12 11:36:47] ppdet.engine INFO: Epoch: [16] [340/610] learning_rate: 0.238300 loss_vfl: 1.215227 loss_bbox: 0.592100 loss_dfl: 0.443526 loss: 2.253134 eta: 1 day, 16:55:26 batch_cost: 0.8870 data_cost: 0.0004 ips: 54.1154 images/s [03/12 11:37:06] ppdet.engine INFO: Epoch: [16] [360/610] learning_rate: 0.238293 loss_vfl: 1.204442 loss_bbox: 0.576253 loss_dfl: 0.438853 loss: 2.226129 eta: 1 day, 16:55:12 batch_cost: 0.8605 data_cost: 0.0004 ips: 55.7817 images/s [03/12 11:37:25] ppdet.engine INFO: Epoch: [16] [380/610] learning_rate: 0.238286 loss_vfl: 1.247428 loss_bbox: 0.642655 loss_dfl: 0.479349 loss: 2.407158 eta: 1 day, 16:55:00 batch_cost: 0.8668 data_cost: 0.0010 ips: 55.3755 images/s [03/12 11:37:45] ppdet.engine INFO: Epoch: [16] [400/610] learning_rate: 0.238279 loss_vfl: 1.276679 loss_bbox: 0.617769 loss_dfl: 0.468971 loss: 2.382949 eta: 1 day, 16:54:47 batch_cost: 0.8659 data_cost: 0.0003 ips: 55.4335 images/s [03/12 11:38:03] ppdet.engine INFO: Epoch: [16] [420/610] learning_rate: 0.238272 loss_vfl: 1.264908 loss_bbox: 0.633161 loss_dfl: 0.480534 loss: 2.387566 eta: 1 day, 16:54:17 batch_cost: 0.8122 data_cost: 0.0003 ips: 59.1002 images/s [03/12 11:38:22] ppdet.engine INFO: Epoch: [16] [440/610] learning_rate: 0.238265 loss_vfl: 1.321607 loss_bbox: 0.657762 loss_dfl: 0.490369 loss: 2.450731 eta: 1 day, 16:54:07 batch_cost: 0.8726 data_cost: 0.0003 ips: 55.0079 images/s [03/12 11:38:42] ppdet.engine INFO: Epoch: [16] [460/610] learning_rate: 0.238258 loss_vfl: 1.238785 loss_bbox: 0.599244 loss_dfl: 0.460638 loss: 2.317408 eta: 1 day, 16:53:56 batch_cost: 0.8716 data_cost: 0.0010 ips: 55.0710 images/s [03/12 11:39:01] ppdet.engine INFO: Epoch: [16] [480/610] learning_rate: 0.238251 loss_vfl: 1.286631 loss_bbox: 0.641044 loss_dfl: 0.469764 loss: 2.389624 eta: 1 day, 16:53:50 batch_cost: 0.8831 data_cost: 0.0003 ips: 54.3511 images/s [03/12 11:39:19] ppdet.engine INFO: Epoch: [16] [500/610] learning_rate: 0.238244 loss_vfl: 1.291087 loss_bbox: 0.624634 loss_dfl: 0.482850 loss: 2.398562 eta: 1 day, 16:53:20 batch_cost: 0.8136 data_cost: 0.0003 ips: 58.9988 images/s [03/12 11:39:38] ppdet.engine INFO: Epoch: [16] [520/610] learning_rate: 0.238237 loss_vfl: 1.253180 loss_bbox: 0.614602 loss_dfl: 0.462300 loss: 2.293401 eta: 1 day, 16:53:06 batch_cost: 0.8618 data_cost: 0.0003 ips: 55.6981 images/s [03/12 11:39:56] ppdet.engine INFO: Epoch: [16] [540/610] learning_rate: 0.238230 loss_vfl: 1.291208 loss_bbox: 0.585954 loss_dfl: 0.456738 loss: 2.357113 eta: 1 day, 16:52:33 batch_cost: 0.8051 data_cost: 0.0014 ips: 59.6231 images/s [03/12 11:40:15] ppdet.engine INFO: Epoch: [16] [560/610] learning_rate: 0.238223 loss_vfl: 1.274112 loss_bbox: 0.638718 loss_dfl: 0.466082 loss: 2.386425 eta: 1 day, 16:52:22 batch_cost: 0.8692 data_cost: 0.0010 ips: 55.2235 images/s [03/12 11:40:34] ppdet.engine INFO: Epoch: [16] [580/610] learning_rate: 0.238216 loss_vfl: 1.291129 loss_bbox: 0.600009 loss_dfl: 0.463121 loss: 2.394713 eta: 1 day, 16:51:50 batch_cost: 0.8069 data_cost: 0.0006 ips: 59.4862 images/s [03/12 11:40:53] ppdet.engine INFO: Epoch: [16] [600/610] learning_rate: 0.238209 loss_vfl: 1.267736 loss_bbox: 0.611806 loss_dfl: 0.474044 loss: 2.352608 eta: 1 day, 16:51:45 batch_cost: 0.8900 data_cost: 0.0004 ips: 53.9353 images/s [03/12 11:41:09] ppdet.engine INFO: Epoch: [17] [ 0/610] learning_rate: 0.238205 loss_vfl: 1.262032 loss_bbox: 0.634247 loss_dfl: 0.478008 loss: 2.367550 eta: 1 day, 16:53:00 batch_cost: 1.1024 data_cost: 0.2873 ips: 43.5432 images/s [03/12 11:41:29] ppdet.engine INFO: Epoch: [17] [ 20/610] learning_rate: 0.238198 loss_vfl: 1.165834 loss_bbox: 0.574528 loss_dfl: 0.441149 loss: 2.175326 eta: 1 day, 16:53:04 batch_cost: 0.9164 data_cost: 0.0017 ips: 52.3793 images/s [03/12 11:41:48] ppdet.engine INFO: Epoch: [17] [ 40/610] learning_rate: 0.238191 loss_vfl: 1.269363 loss_bbox: 0.608054 loss_dfl: 0.467030 loss: 2.365539 eta: 1 day, 16:52:40 batch_cost: 0.8290 data_cost: 0.0003 ips: 57.8976 images/s [03/12 11:42:07] ppdet.engine INFO: Epoch: [17] [ 60/610] learning_rate: 0.238184 loss_vfl: 1.238361 loss_bbox: 0.604643 loss_dfl: 0.450010 loss: 2.320580 eta: 1 day, 16:52:32 batch_cost: 0.8799 data_cost: 0.0003 ips: 54.5509 images/s [03/12 11:42:27] ppdet.engine INFO: Epoch: [17] [ 80/610] learning_rate: 0.238177 loss_vfl: 1.304660 loss_bbox: 0.625120 loss_dfl: 0.477473 loss: 2.402707 eta: 1 day, 16:52:25 batch_cost: 0.8836 data_cost: 0.0013 ips: 54.3233 images/s [03/12 11:42:45] ppdet.engine INFO: Epoch: [17] [100/610] learning_rate: 0.238170 loss_vfl: 1.273201 loss_bbox: 0.620108 loss_dfl: 0.463578 loss: 2.349609 eta: 1 day, 16:51:57 batch_cost: 0.8194 data_cost: 0.0004 ips: 58.5825 images/s [03/12 11:43:04] ppdet.engine INFO: Epoch: [17] [120/610] learning_rate: 0.238163 loss_vfl: 1.210949 loss_bbox: 0.609687 loss_dfl: 0.457917 loss: 2.296883 eta: 1 day, 16:51:30 batch_cost: 0.8235 data_cost: 0.0005 ips: 58.2908 images/s [03/12 11:43:23] ppdet.engine INFO: Epoch: [17] [140/610] learning_rate: 0.238155 loss_vfl: 1.282985 loss_bbox: 0.641094 loss_dfl: 0.480976 loss: 2.407897 eta: 1 day, 16:51:28 batch_cost: 0.8982 data_cost: 0.0004 ips: 53.4428 images/s [03/12 11:43:42] ppdet.engine INFO: Epoch: [17] [160/610] learning_rate: 0.238148 loss_vfl: 1.221565 loss_bbox: 0.594889 loss_dfl: 0.460724 loss: 2.309592 eta: 1 day, 16:51:12 batch_cost: 0.8569 data_cost: 0.0003 ips: 56.0137 images/s [03/12 11:44:01] ppdet.engine INFO: Epoch: [17] [180/610] learning_rate: 0.238141 loss_vfl: 1.244668 loss_bbox: 0.621329 loss_dfl: 0.472331 loss: 2.370817 eta: 1 day, 16:50:57 batch_cost: 0.8578 data_cost: 0.0003 ips: 55.9589 images/s [03/12 11:44:21] ppdet.engine INFO: Epoch: [17] [200/610] learning_rate: 0.238134 loss_vfl: 1.168834 loss_bbox: 0.557746 loss_dfl: 0.437885 loss: 2.152225 eta: 1 day, 16:51:01 batch_cost: 0.9169 data_cost: 0.0007 ips: 52.3485 images/s [03/12 11:44:39] ppdet.engine INFO: Epoch: [17] [220/610] learning_rate: 0.238126 loss_vfl: 1.311589 loss_bbox: 0.662559 loss_dfl: 0.497657 loss: 2.433621 eta: 1 day, 16:50:30 batch_cost: 0.8106 data_cost: 0.0003 ips: 59.2178 images/s [03/12 11:44:57] ppdet.engine INFO: Epoch: [17] [240/610] learning_rate: 0.238119 loss_vfl: 1.172565 loss_bbox: 0.593788 loss_dfl: 0.455284 loss: 2.259017 eta: 1 day, 16:50:15 batch_cost: 0.8598 data_cost: 0.0003 ips: 55.8272 images/s [03/12 11:45:16] ppdet.engine INFO: Epoch: [17] [260/610] learning_rate: 0.238112 loss_vfl: 1.324777 loss_bbox: 0.659433 loss_dfl: 0.500084 loss: 2.506624 eta: 1 day, 16:50:05 batch_cost: 0.8752 data_cost: 0.0003 ips: 54.8447 images/s [03/12 11:45:35] ppdet.engine INFO: Epoch: [17] [280/610] learning_rate: 0.238105 loss_vfl: 1.237013 loss_bbox: 0.587598 loss_dfl: 0.454432 loss: 2.329635 eta: 1 day, 16:49:36 batch_cost: 0.8139 data_cost: 0.0003 ips: 58.9762 images/s [03/12 11:45:54] ppdet.engine INFO: Epoch: [17] [300/610] learning_rate: 0.238097 loss_vfl: 1.277913 loss_bbox: 0.596575 loss_dfl: 0.464749 loss: 2.335116 eta: 1 day, 16:49:23 batch_cost: 0.8653 data_cost: 0.0003 ips: 55.4753 images/s [03/12 11:46:12] ppdet.engine INFO: Epoch: [17] [320/610] learning_rate: 0.238090 loss_vfl: 1.314721 loss_bbox: 0.616898 loss_dfl: 0.477970 loss: 2.384669 eta: 1 day, 16:48:56 batch_cost: 0.8232 data_cost: 0.0003 ips: 58.3102 images/s [03/12 11:46:31] ppdet.engine INFO: Epoch: [17] [340/610] learning_rate: 0.238083 loss_vfl: 1.233974 loss_bbox: 0.601325 loss_dfl: 0.471433 loss: 2.258647 eta: 1 day, 16:48:33 batch_cost: 0.8355 data_cost: 0.0003 ips: 57.4476 images/s [03/12 11:46:50] ppdet.engine INFO: Epoch: [17] [360/610] learning_rate: 0.238075 loss_vfl: 1.267853 loss_bbox: 0.622761 loss_dfl: 0.476305 loss: 2.381025 eta: 1 day, 16:48:15 batch_cost: 0.8489 data_cost: 0.0003 ips: 56.5405 images/s [03/12 11:47:09] ppdet.engine INFO: Epoch: [17] [380/610] learning_rate: 0.238068 loss_vfl: 1.208448 loss_bbox: 0.585902 loss_dfl: 0.444170 loss: 2.215806 eta: 1 day, 16:47:58 batch_cost: 0.8529 data_cost: 0.0009 ips: 56.2769 images/s [03/12 11:47:28] ppdet.engine INFO: Epoch: [17] [400/610] learning_rate: 0.238060 loss_vfl: 1.284405 loss_bbox: 0.602276 loss_dfl: 0.469469 loss: 2.337633 eta: 1 day, 16:47:47 batch_cost: 0.8707 data_cost: 0.0013 ips: 55.1273 images/s [03/12 11:47:47] ppdet.engine INFO: Epoch: [17] [420/610] learning_rate: 0.238053 loss_vfl: 1.212064 loss_bbox: 0.559528 loss_dfl: 0.441596 loss: 2.238434 eta: 1 day, 16:47:38 batch_cost: 0.8799 data_cost: 0.0003 ips: 54.5526 images/s [03/12 11:48:06] ppdet.engine INFO: Epoch: [17] [440/610] learning_rate: 0.238046 loss_vfl: 1.224125 loss_bbox: 0.633103 loss_dfl: 0.479235 loss: 2.346841 eta: 1 day, 16:47:19 batch_cost: 0.8452 data_cost: 0.0003 ips: 56.7918 images/s [03/12 11:48:26] ppdet.engine INFO: Epoch: [17] [460/610] learning_rate: 0.238038 loss_vfl: 1.281001 loss_bbox: 0.636435 loss_dfl: 0.473020 loss: 2.399550 eta: 1 day, 16:47:06 batch_cost: 0.8655 data_cost: 0.0014 ips: 55.4603 images/s [03/12 11:48:44] ppdet.engine INFO: Epoch: [17] [480/610] learning_rate: 0.238031 loss_vfl: 1.311043 loss_bbox: 0.649903 loss_dfl: 0.487357 loss: 2.464129 eta: 1 day, 16:46:51 batch_cost: 0.8604 data_cost: 0.0004 ips: 55.7861 images/s [03/12 11:49:03] ppdet.engine INFO: Epoch: [17] [500/610] learning_rate: 0.238023 loss_vfl: 1.240947 loss_bbox: 0.604131 loss_dfl: 0.460835 loss: 2.290549 eta: 1 day, 16:46:38 batch_cost: 0.8653 data_cost: 0.0003 ips: 55.4729 images/s [03/12 11:49:22] ppdet.engine INFO: Epoch: [17] [520/610] learning_rate: 0.238016 loss_vfl: 1.208183 loss_bbox: 0.618079 loss_dfl: 0.463067 loss: 2.326677 eta: 1 day, 16:45:58 batch_cost: 0.7812 data_cost: 0.0003 ips: 61.4471 images/s [03/12 11:49:40] ppdet.engine INFO: Epoch: [17] [540/610] learning_rate: 0.238008 loss_vfl: 1.286918 loss_bbox: 0.601577 loss_dfl: 0.475146 loss: 2.361096 eta: 1 day, 16:45:30 batch_cost: 0.8159 data_cost: 0.0003 ips: 58.8341 images/s [03/12 11:49:58] ppdet.engine INFO: Epoch: [17] [560/610] learning_rate: 0.238001 loss_vfl: 1.261781 loss_bbox: 0.568243 loss_dfl: 0.448545 loss: 2.261754 eta: 1 day, 16:45:06 batch_cost: 0.8309 data_cost: 0.0012 ips: 57.7710 images/s [03/12 11:50:18] ppdet.engine INFO: Epoch: [17] [580/610] learning_rate: 0.237993 loss_vfl: 1.243528 loss_bbox: 0.654763 loss_dfl: 0.488182 loss: 2.365974 eta: 1 day, 16:44:51 batch_cost: 0.8600 data_cost: 0.0023 ips: 55.8129 images/s [03/12 11:50:36] ppdet.engine INFO: Epoch: [17] [600/610] learning_rate: 0.237986 loss_vfl: 1.258412 loss_bbox: 0.612414 loss_dfl: 0.452180 loss: 2.286861 eta: 1 day, 16:44:37 batch_cost: 0.8611 data_cost: 0.0004 ips: 55.7448 images/s [03/12 11:50:51] ppdet.engine INFO: Epoch: [18] [ 0/610] learning_rate: 0.237982 loss_vfl: 1.235839 loss_bbox: 0.562195 loss_dfl: 0.441669 loss: 2.184917 eta: 1 day, 16:45:30 batch_cost: 1.0479 data_cost: 0.2577 ips: 45.8061 images/s [03/12 11:51:11] ppdet.engine INFO: Epoch: [18] [ 20/610] learning_rate: 0.237975 loss_vfl: 1.281297 loss_bbox: 0.641710 loss_dfl: 0.470177 loss: 2.329828 eta: 1 day, 16:45:34 batch_cost: 0.9191 data_cost: 0.0002 ips: 52.2252 images/s [03/12 11:51:31] ppdet.engine INFO: Epoch: [18] [ 40/610] learning_rate: 0.237967 loss_vfl: 1.277418 loss_bbox: 0.619639 loss_dfl: 0.476821 loss: 2.372437 eta: 1 day, 16:45:31 batch_cost: 0.9001 data_cost: 0.0003 ips: 53.3270 images/s [03/12 11:51:49] ppdet.engine INFO: Epoch: [18] [ 60/610] learning_rate: 0.237959 loss_vfl: 1.251936 loss_bbox: 0.608474 loss_dfl: 0.467128 loss: 2.305212 eta: 1 day, 16:45:07 batch_cost: 0.8306 data_cost: 0.0006 ips: 57.7897 images/s [03/12 11:52:08] ppdet.engine INFO: Epoch: [18] [ 80/610] learning_rate: 0.237952 loss_vfl: 1.325344 loss_bbox: 0.655340 loss_dfl: 0.482217 loss: 2.432154 eta: 1 day, 16:44:43 batch_cost: 0.8286 data_cost: 0.0005 ips: 57.9281 images/s [03/12 11:52:27] ppdet.engine INFO: Epoch: [18] [100/610] learning_rate: 0.237944 loss_vfl: 1.272409 loss_bbox: 0.616288 loss_dfl: 0.469215 loss: 2.358463 eta: 1 day, 16:44:09 batch_cost: 0.7985 data_cost: 0.0004 ips: 60.1113 images/s [03/12 11:52:46] ppdet.engine INFO: Epoch: [18] [120/610] learning_rate: 0.237937 loss_vfl: 1.244826 loss_bbox: 0.600213 loss_dfl: 0.463826 loss: 2.306180 eta: 1 day, 16:43:53 batch_cost: 0.8583 data_cost: 0.0004 ips: 55.9259 images/s [03/12 11:53:05] ppdet.engine INFO: Epoch: [18] [140/610] learning_rate: 0.237929 loss_vfl: 1.224065 loss_bbox: 0.602220 loss_dfl: 0.453715 loss: 2.262626 eta: 1 day, 16:43:46 batch_cost: 0.8864 data_cost: 0.0003 ips: 54.1508 images/s [03/12 11:53:24] ppdet.engine INFO: Epoch: [18] [160/610] learning_rate: 0.237921 loss_vfl: 1.192134 loss_bbox: 0.587912 loss_dfl: 0.442478 loss: 2.243434 eta: 1 day, 16:43:29 batch_cost: 0.8505 data_cost: 0.0003 ips: 56.4345 images/s [03/12 11:53:43] ppdet.engine INFO: Epoch: [18] [180/610] learning_rate: 0.237914 loss_vfl: 1.322526 loss_bbox: 0.656314 loss_dfl: 0.486757 loss: 2.453179 eta: 1 day, 16:43:17 batch_cost: 0.8721 data_cost: 0.0004 ips: 55.0369 images/s [03/12 11:54:02] ppdet.engine INFO: Epoch: [18] [200/610] learning_rate: 0.237906 loss_vfl: 1.271485 loss_bbox: 0.639487 loss_dfl: 0.474809 loss: 2.408602 eta: 1 day, 16:42:43 batch_cost: 0.7967 data_cost: 0.0006 ips: 60.2458 images/s [03/12 11:54:21] ppdet.engine INFO: Epoch: [18] [220/610] learning_rate: 0.237898 loss_vfl: 1.256733 loss_bbox: 0.652353 loss_dfl: 0.480855 loss: 2.388413 eta: 1 day, 16:42:33 batch_cost: 0.8752 data_cost: 0.0016 ips: 54.8456 images/s [03/12 11:54:40] ppdet.engine INFO: Epoch: [18] [240/610] learning_rate: 0.237891 loss_vfl: 1.265926 loss_bbox: 0.625105 loss_dfl: 0.483771 loss: 2.442152 eta: 1 day, 16:42:14 batch_cost: 0.8484 data_cost: 0.0009 ips: 56.5769 images/s [03/12 11:54:59] ppdet.engine INFO: Epoch: [18] [260/610] learning_rate: 0.237883 loss_vfl: 1.343839 loss_bbox: 0.657425 loss_dfl: 0.493737 loss: 2.496721 eta: 1 day, 16:41:59 batch_cost: 0.8586 data_cost: 0.0003 ips: 55.9080 images/s [03/12 11:55:18] ppdet.engine INFO: Epoch: [18] [280/610] learning_rate: 0.237875 loss_vfl: 1.246379 loss_bbox: 0.594651 loss_dfl: 0.460768 loss: 2.306992 eta: 1 day, 16:41:48 batch_cost: 0.8750 data_cost: 0.0004 ips: 54.8553 images/s [03/12 11:55:37] ppdet.engine INFO: Epoch: [18] [300/610] learning_rate: 0.237868 loss_vfl: 1.155993 loss_bbox: 0.533753 loss_dfl: 0.410129 loss: 2.050760 eta: 1 day, 16:41:34 batch_cost: 0.8599 data_cost: 0.0003 ips: 55.8182 images/s [03/12 11:55:56] ppdet.engine INFO: Epoch: [18] [320/610] learning_rate: 0.237860 loss_vfl: 1.258728 loss_bbox: 0.622853 loss_dfl: 0.467676 loss: 2.336394 eta: 1 day, 16:41:15 batch_cost: 0.8494 data_cost: 0.0003 ips: 56.5130 images/s [03/12 11:56:15] ppdet.engine INFO: Epoch: [18] [340/610] learning_rate: 0.237852 loss_vfl: 1.251162 loss_bbox: 0.587936 loss_dfl: 0.467559 loss: 2.324685 eta: 1 day, 16:40:57 batch_cost: 0.8477 data_cost: 0.0009 ips: 56.6253 images/s [03/12 11:56:33] ppdet.engine INFO: Epoch: [18] [360/610] learning_rate: 0.237844 loss_vfl: 1.305967 loss_bbox: 0.599022 loss_dfl: 0.464430 loss: 2.345640 eta: 1 day, 16:40:40 batch_cost: 0.8553 data_cost: 0.0003 ips: 56.1211 images/s [03/12 11:56:52] ppdet.engine INFO: Epoch: [18] [380/610] learning_rate: 0.237836 loss_vfl: 1.246835 loss_bbox: 0.630290 loss_dfl: 0.480418 loss: 2.372825 eta: 1 day, 16:40:32 batch_cost: 0.8836 data_cost: 0.0003 ips: 54.3221 images/s [03/12 11:57:11] ppdet.engine INFO: Epoch: [18] [400/610] learning_rate: 0.237829 loss_vfl: 1.234724 loss_bbox: 0.643922 loss_dfl: 0.483726 loss: 2.343394 eta: 1 day, 16:39:54 batch_cost: 0.7827 data_cost: 0.0003 ips: 61.3278 images/s [03/12 11:57:30] ppdet.engine INFO: Epoch: [18] [420/610] learning_rate: 0.237821 loss_vfl: 1.259207 loss_bbox: 0.607662 loss_dfl: 0.452365 loss: 2.301054 eta: 1 day, 16:39:41 batch_cost: 0.8662 data_cost: 0.0010 ips: 55.4150 images/s [03/12 11:57:48] ppdet.engine INFO: Epoch: [18] [440/610] learning_rate: 0.237813 loss_vfl: 1.250314 loss_bbox: 0.612524 loss_dfl: 0.468167 loss: 2.329377 eta: 1 day, 16:39:10 batch_cost: 0.8057 data_cost: 0.0007 ips: 59.5764 images/s [03/12 11:58:08] ppdet.engine INFO: Epoch: [18] [460/610] learning_rate: 0.237805 loss_vfl: 1.351332 loss_bbox: 0.636575 loss_dfl: 0.481258 loss: 2.461344 eta: 1 day, 16:39:08 batch_cost: 0.9045 data_cost: 0.0003 ips: 53.0701 images/s [03/12 11:58:27] ppdet.engine INFO: Epoch: [18] [480/610] learning_rate: 0.237797 loss_vfl: 1.215578 loss_bbox: 0.610541 loss_dfl: 0.462668 loss: 2.296278 eta: 1 day, 16:38:54 batch_cost: 0.8620 data_cost: 0.0004 ips: 55.6864 images/s [03/12 11:58:46] ppdet.engine INFO: Epoch: [18] [500/610] learning_rate: 0.237789 loss_vfl: 1.228033 loss_bbox: 0.594822 loss_dfl: 0.456561 loss: 2.295913 eta: 1 day, 16:38:41 batch_cost: 0.8682 data_cost: 0.0004 ips: 55.2839 images/s [03/12 11:59:05] ppdet.engine INFO: Epoch: [18] [520/610] learning_rate: 0.237781 loss_vfl: 1.252282 loss_bbox: 0.624146 loss_dfl: 0.464599 loss: 2.384313 eta: 1 day, 16:38:28 batch_cost: 0.8647 data_cost: 0.0014 ips: 55.5103 images/s [03/12 11:59:24] ppdet.engine INFO: Epoch: [18] [540/610] learning_rate: 0.237774 loss_vfl: 1.281581 loss_bbox: 0.627877 loss_dfl: 0.477684 loss: 2.409919 eta: 1 day, 16:38:21 batch_cost: 0.8889 data_cost: 0.0016 ips: 54.0015 images/s [03/12 11:59:44] ppdet.engine INFO: Epoch: [18] [560/610] learning_rate: 0.237766 loss_vfl: 1.247890 loss_bbox: 0.568906 loss_dfl: 0.448399 loss: 2.283704 eta: 1 day, 16:38:03 batch_cost: 0.8491 data_cost: 0.0003 ips: 56.5305 images/s [03/12 12:00:03] ppdet.engine INFO: Epoch: [18] [580/610] learning_rate: 0.237758 loss_vfl: 1.242929 loss_bbox: 0.639869 loss_dfl: 0.482678 loss: 2.387067 eta: 1 day, 16:37:53 batch_cost: 0.8786 data_cost: 0.0003 ips: 54.6348 images/s [03/12 12:00:22] ppdet.engine INFO: Epoch: [18] [600/610] learning_rate: 0.237750 loss_vfl: 1.261089 loss_bbox: 0.603758 loss_dfl: 0.475823 loss: 2.330593 eta: 1 day, 16:37:40 batch_cost: 0.8653 data_cost: 0.0008 ips: 55.4698 images/s [03/12 12:00:35] ppdet.engine INFO: Epoch: [19] [ 0/610] learning_rate: 0.237746 loss_vfl: 1.277960 loss_bbox: 0.603303 loss_dfl: 0.456515 loss: 2.336594 eta: 1 day, 16:38:17 batch_cost: 1.0286 data_cost: 0.2360 ips: 46.6652 images/s [03/12 12:00:57] ppdet.engine INFO: Epoch: [19] [ 20/610] learning_rate: 0.237738 loss_vfl: 1.228742 loss_bbox: 0.597375 loss_dfl: 0.463921 loss: 2.297749 eta: 1 day, 16:38:21 batch_cost: 0.9257 data_cost: 0.0003 ips: 51.8550 images/s [03/12 12:01:17] ppdet.engine INFO: Epoch: [19] [ 40/610] learning_rate: 0.237730 loss_vfl: 1.352670 loss_bbox: 0.669709 loss_dfl: 0.512310 loss: 2.511052 eta: 1 day, 16:38:08 batch_cost: 0.8675 data_cost: 0.0007 ips: 55.3294 images/s [03/12 12:01:35] ppdet.engine INFO: Epoch: [19] [ 60/610] learning_rate: 0.237722 loss_vfl: 1.232129 loss_bbox: 0.584153 loss_dfl: 0.451393 loss: 2.276124 eta: 1 day, 16:37:48 batch_cost: 0.8417 data_cost: 0.0007 ips: 57.0248 images/s [03/12 12:01:54] ppdet.engine INFO: Epoch: [19] [ 80/610] learning_rate: 0.237714 loss_vfl: 1.276299 loss_bbox: 0.595161 loss_dfl: 0.469359 loss: 2.337695 eta: 1 day, 16:37:32 batch_cost: 0.8597 data_cost: 0.0006 ips: 55.8341 images/s [03/12 12:02:13] ppdet.engine INFO: Epoch: [19] [100/610] learning_rate: 0.237706 loss_vfl: 1.216812 loss_bbox: 0.571847 loss_dfl: 0.438110 loss: 2.247725 eta: 1 day, 16:37:11 batch_cost: 0.8385 data_cost: 0.0011 ips: 57.2463 images/s [03/12 12:02:32] ppdet.engine INFO: Epoch: [19] [120/610] learning_rate: 0.237698 loss_vfl: 1.246561 loss_bbox: 0.607358 loss_dfl: 0.469886 loss: 2.357691 eta: 1 day, 16:36:50 batch_cost: 0.8405 data_cost: 0.0004 ips: 57.1070 images/s [03/12 12:02:51] ppdet.engine INFO: Epoch: [19] [140/610] learning_rate: 0.237690 loss_vfl: 1.235436 loss_bbox: 0.618410 loss_dfl: 0.463028 loss: 2.304480 eta: 1 day, 16:36:23 batch_cost: 0.8202 data_cost: 0.0004 ips: 58.5229 images/s [03/12 12:03:09] ppdet.engine INFO: Epoch: [19] [160/610] learning_rate: 0.237682 loss_vfl: 1.352229 loss_bbox: 0.652384 loss_dfl: 0.504848 loss: 2.485599 eta: 1 day, 16:35:55 batch_cost: 0.8158 data_cost: 0.0004 ips: 58.8399 images/s [03/12 12:03:27] ppdet.engine INFO: Epoch: [19] [180/610] learning_rate: 0.237674 loss_vfl: 1.278938 loss_bbox: 0.609578 loss_dfl: 0.471178 loss: 2.385526 eta: 1 day, 16:35:25 batch_cost: 0.8092 data_cost: 0.0003 ips: 59.3180 images/s [03/12 12:03:46] ppdet.engine INFO: Epoch: [19] [200/610] learning_rate: 0.237665 loss_vfl: 1.309960 loss_bbox: 0.662677 loss_dfl: 0.501543 loss: 2.464586 eta: 1 day, 16:35:07 batch_cost: 0.8508 data_cost: 0.0004 ips: 56.4207 images/s [03/12 12:04:06] ppdet.engine INFO: Epoch: [19] [220/610] learning_rate: 0.237657 loss_vfl: 1.171882 loss_bbox: 0.577962 loss_dfl: 0.453488 loss: 2.227819 eta: 1 day, 16:34:55 batch_cost: 0.8700 data_cost: 0.0013 ips: 55.1755 images/s [03/12 12:04:25] ppdet.engine INFO: Epoch: [19] [240/610] learning_rate: 0.237649 loss_vfl: 1.227500 loss_bbox: 0.587436 loss_dfl: 0.450664 loss: 2.313398 eta: 1 day, 16:34:48 batch_cost: 0.8869 data_cost: 0.0010 ips: 54.1222 images/s [03/12 12:04:43] ppdet.engine INFO: Epoch: [19] [260/610] learning_rate: 0.237641 loss_vfl: 1.276318 loss_bbox: 0.634613 loss_dfl: 0.496168 loss: 2.377361 eta: 1 day, 16:34:16 batch_cost: 0.8038 data_cost: 0.0003 ips: 59.7140 images/s [03/12 12:05:02] ppdet.engine INFO: Epoch: [19] [280/610] learning_rate: 0.237633 loss_vfl: 1.238997 loss_bbox: 0.564824 loss_dfl: 0.435554 loss: 2.226326 eta: 1 day, 16:33:55 batch_cost: 0.8401 data_cost: 0.0003 ips: 57.1382 images/s [03/12 12:05:20] ppdet.engine INFO: Epoch: [19] [300/610] learning_rate: 0.237625 loss_vfl: 1.283116 loss_bbox: 0.602288 loss_dfl: 0.457800 loss: 2.343894 eta: 1 day, 16:33:29 batch_cost: 0.8211 data_cost: 0.0003 ips: 58.4548 images/s [03/12 12:05:38] ppdet.engine INFO: Epoch: [19] [320/610] learning_rate: 0.237617 loss_vfl: 1.310577 loss_bbox: 0.654948 loss_dfl: 0.493326 loss: 2.442906 eta: 1 day, 16:32:56 batch_cost: 0.7982 data_cost: 0.0003 ips: 60.1318 images/s [03/12 12:05:57] ppdet.engine INFO: Epoch: [19] [340/610] learning_rate: 0.237608 loss_vfl: 1.244291 loss_bbox: 0.629051 loss_dfl: 0.465617 loss: 2.343821 eta: 1 day, 16:32:43 batch_cost: 0.8687 data_cost: 0.0018 ips: 55.2548 images/s [03/12 12:06:16] ppdet.engine INFO: Epoch: [19] [360/610] learning_rate: 0.237600 loss_vfl: 1.323231 loss_bbox: 0.620382 loss_dfl: 0.486805 loss: 2.413076 eta: 1 day, 16:32:33 batch_cost: 0.8749 data_cost: 0.0003 ips: 54.8607 images/s [03/12 12:06:35] ppdet.engine INFO: Epoch: [19] [380/610] learning_rate: 0.237592 loss_vfl: 1.270339 loss_bbox: 0.637749 loss_dfl: 0.479604 loss: 2.415191 eta: 1 day, 16:32:10 batch_cost: 0.8355 data_cost: 0.0004 ips: 57.4487 images/s [03/12 12:06:54] ppdet.engine INFO: Epoch: [19] [400/610] learning_rate: 0.237584 loss_vfl: 1.268058 loss_bbox: 0.623296 loss_dfl: 0.482852 loss: 2.389084 eta: 1 day, 16:31:53 batch_cost: 0.8510 data_cost: 0.0003 ips: 56.4016 images/s [03/12 12:07:12] ppdet.engine INFO: Epoch: [19] [420/610] learning_rate: 0.237576 loss_vfl: 1.240103 loss_bbox: 0.606662 loss_dfl: 0.454911 loss: 2.306883 eta: 1 day, 16:31:20 batch_cost: 0.7976 data_cost: 0.0003 ips: 60.1772 images/s [03/12 12:07:31] ppdet.engine INFO: Epoch: [19] [440/610] learning_rate: 0.237567 loss_vfl: 1.256423 loss_bbox: 0.611268 loss_dfl: 0.470349 loss: 2.338715 eta: 1 day, 16:31:17 batch_cost: 0.9047 data_cost: 0.0013 ips: 53.0557 images/s [03/12 12:07:50] ppdet.engine INFO: Epoch: [19] [460/610] learning_rate: 0.237559 loss_vfl: 1.238290 loss_bbox: 0.608532 loss_dfl: 0.451621 loss: 2.277018 eta: 1 day, 16:30:53 batch_cost: 0.8282 data_cost: 0.0003 ips: 57.9605 images/s [03/12 12:08:09] ppdet.engine INFO: Epoch: [19] [480/610] learning_rate: 0.237551 loss_vfl: 1.270012 loss_bbox: 0.594988 loss_dfl: 0.449913 loss: 2.328493 eta: 1 day, 16:30:28 batch_cost: 0.8232 data_cost: 0.0003 ips: 58.3063 images/s [03/12 12:08:27] ppdet.engine INFO: Epoch: [19] [500/610] learning_rate: 0.237542 loss_vfl: 1.238818 loss_bbox: 0.594047 loss_dfl: 0.458521 loss: 2.268378 eta: 1 day, 16:30:01 batch_cost: 0.8198 data_cost: 0.0004 ips: 58.5490 images/s [03/12 12:08:46] ppdet.engine INFO: Epoch: [19] [520/610] learning_rate: 0.237534 loss_vfl: 1.278699 loss_bbox: 0.600889 loss_dfl: 0.458657 loss: 2.313176 eta: 1 day, 16:29:47 batch_cost: 0.8615 data_cost: 0.0003 ips: 55.7177 images/s [03/12 12:09:05] ppdet.engine INFO: Epoch: [19] [540/610] learning_rate: 0.237526 loss_vfl: 1.267398 loss_bbox: 0.624889 loss_dfl: 0.468699 loss: 2.364888 eta: 1 day, 16:29:26 batch_cost: 0.8402 data_cost: 0.0003 ips: 57.1261 images/s [03/12 12:09:23] ppdet.engine INFO: Epoch: [19] [560/610] learning_rate: 0.237517 loss_vfl: 1.229652 loss_bbox: 0.599596 loss_dfl: 0.471310 loss: 2.312704 eta: 1 day, 16:29:01 batch_cost: 0.8267 data_cost: 0.0003 ips: 58.0626 images/s [03/12 12:09:41] ppdet.engine INFO: Epoch: [19] [580/610] learning_rate: 0.237509 loss_vfl: 1.239082 loss_bbox: 0.617510 loss_dfl: 0.468025 loss: 2.332639 eta: 1 day, 16:28:22 batch_cost: 0.7732 data_cost: 0.0003 ips: 62.0770 images/s [03/12 12:09:59] ppdet.engine INFO: Epoch: [19] [600/610] learning_rate: 0.237501 loss_vfl: 1.257716 loss_bbox: 0.610295 loss_dfl: 0.470885 loss: 2.334904 eta: 1 day, 16:27:57 batch_cost: 0.8251 data_cost: 0.0011 ips: 58.1765 images/s [03/12 12:10:07] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_s_416_coco [03/12 12:10:07] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_s_416_coco [03/12 12:10:07] ppdet.engine INFO: Eval iter: 0 [03/12 12:10:25] ppdet.engine INFO: Eval iter: 100 [03/12 12:10:37] ppdet.engine INFO: Eval iter: 200 [03/12 12:10:50] ppdet.engine INFO: Eval iter: 300 [03/12 12:11:02] ppdet.engine INFO: Eval iter: 400 [03/12 12:11:14] ppdet.engine INFO: Eval iter: 500 [03/12 12:11:26] ppdet.engine INFO: Eval iter: 600 [03/12 12:11:42] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json. loading annotations into memory... Done (t=1.03s) creating index... index created! [03/12 12:11:43] ppdet.metrics.coco_utils INFO: Start evaluate... Loading and preparing results... DONE (t=5.02s) creating index... index created! Running per image evaluation... Evaluate annotation type *bbox* DONE (t=96.99s). Accumulating evaluation results... DONE (t=18.04s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.223 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.354 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.234 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.077 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.216 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.367 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.231 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.373 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.398 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.143 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.439 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.620 [03/12 12:13:45] ppdet.engine INFO: Total sample number: 4952, averge FPS: 60.84279364201012 [03/12 12:13:45] ppdet.engine INFO: Best test bbox ap is 0.223. [03/12 12:13:45] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_s_416_coco [03/12 12:13:45] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_s_416_coco [03/12 12:13:46] ppdet.engine INFO: Epoch: [20] [ 0/610] learning_rate: 0.237496 loss_vfl: 1.268954 loss_bbox: 0.642253 loss_dfl: 0.477982 loss: 2.373971 eta: 1 day, 16:27:15 batch_cost: 0.7124 data_cost: 0.0010 ips: 67.3778 images/s [03/12 12:14:06] ppdet.engine INFO: Epoch: [20] [ 20/610] learning_rate: 0.237488 loss_vfl: 1.309102 loss_bbox: 0.621448 loss_dfl: 0.482520 loss: 2.441455 eta: 1 day, 16:27:16 batch_cost: 0.9180 data_cost: 0.0002 ips: 52.2866 images/s [03/12 12:14:26] ppdet.engine INFO: Epoch: [20] [ 40/610] learning_rate: 0.237480 loss_vfl: 1.268001 loss_bbox: 0.634504 loss_dfl: 0.468946 loss: 2.332453 eta: 1 day, 16:27:13 batch_cost: 0.9046 data_cost: 0.0003 ips: 53.0640 images/s [03/12 12:14:45] ppdet.engine INFO: Epoch: [20] [ 60/610] learning_rate: 0.237471 loss_vfl: 1.300758 loss_bbox: 0.617016 loss_dfl: 0.465394 loss: 2.395173 eta: 1 day, 16:26:49 batch_cost: 0.8290 data_cost: 0.0003 ips: 57.9032 images/s [03/12 12:15:03] ppdet.engine INFO: Epoch: [20] [ 80/610] learning_rate: 0.237463 loss_vfl: 1.288536 loss_bbox: 0.613864 loss_dfl: 0.473772 loss: 2.375531 eta: 1 day, 16:26:27 batch_cost: 0.8338 data_cost: 0.0003 ips: 57.5687 images/s [03/12 12:15:22] ppdet.engine INFO: Epoch: [20] [100/610] learning_rate: 0.237454 loss_vfl: 1.238156 loss_bbox: 0.595244 loss_dfl: 0.469466 loss: 2.295721 eta: 1 day, 16:26:06 batch_cost: 0.8388 data_cost: 0.0011 ips: 57.2227 images/s [03/12 12:15:41] ppdet.engine INFO: Epoch: [20] [120/610] learning_rate: 0.237446 loss_vfl: 1.206630 loss_bbox: 0.599293 loss_dfl: 0.449587 loss: 2.238720 eta: 1 day, 16:25:47 batch_cost: 0.8461 data_cost: 0.0003 ips: 56.7335 images/s [03/12 12:16:00] ppdet.engine INFO: Epoch: [20] [140/610] learning_rate: 0.237437 loss_vfl: 1.299621 loss_bbox: 0.649274 loss_dfl: 0.491842 loss: 2.445079 eta: 1 day, 16:25:33 batch_cost: 0.8638 data_cost: 0.0009 ips: 55.5707 images/s [03/12 12:16:18] ppdet.engine INFO: Epoch: [20] [160/610] learning_rate: 0.237429 loss_vfl: 1.264547 loss_bbox: 0.594184 loss_dfl: 0.471169 loss: 2.333985 eta: 1 day, 16:25:15 batch_cost: 0.8482 data_cost: 0.0003 ips: 56.5914 images/s [03/12 12:16:37] ppdet.engine INFO: Epoch: [20] [180/610] learning_rate: 0.237420 loss_vfl: 1.319131 loss_bbox: 0.629517 loss_dfl: 0.483408 loss: 2.455233 eta: 1 day, 16:24:48 batch_cost: 0.8153 data_cost: 0.0003 ips: 58.8716 images/s [03/12 12:16:56] ppdet.engine INFO: Epoch: [20] [200/610] learning_rate: 0.237412 loss_vfl: 1.292753 loss_bbox: 0.606354 loss_dfl: 0.471956 loss: 2.393630 eta: 1 day, 16:24:32 batch_cost: 0.8576 data_cost: 0.0003 ips: 55.9684 images/s [03/12 12:17:15] ppdet.engine INFO: Epoch: [20] [220/610] learning_rate: 0.237403 loss_vfl: 1.279195 loss_bbox: 0.634428 loss_dfl: 0.474645 loss: 2.425853 eta: 1 day, 16:24:08 batch_cost: 0.8265 data_cost: 0.0003 ips: 58.0781 images/s [03/12 12:17:34] ppdet.engine INFO: Epoch: [20] [240/610] learning_rate: 0.237395 loss_vfl: 1.321924 loss_bbox: 0.623686 loss_dfl: 0.476627 loss: 2.409120 eta: 1 day, 16:23:40 batch_cost: 0.8131 data_cost: 0.0003 ips: 59.0352 images/s [03/12 12:17:52] ppdet.engine INFO: Epoch: [20] [260/610] learning_rate: 0.237386 loss_vfl: 1.236534 loss_bbox: 0.583254 loss_dfl: 0.464714 loss: 2.281888 eta: 1 day, 16:23:10 batch_cost: 0.8053 data_cost: 0.0003 ips: 59.6073 images/s [03/12 12:18:11] ppdet.engine INFO: Epoch: [20] [280/610] learning_rate: 0.237378 loss_vfl: 1.258323 loss_bbox: 0.626065 loss_dfl: 0.472246 loss: 2.340233 eta: 1 day, 16:23:00 batch_cost: 0.8776 data_cost: 0.0003 ips: 54.6973 images/s [03/12 12:18:29] ppdet.engine INFO: Epoch: [20] [300/610] learning_rate: 0.237369 loss_vfl: 1.225178 loss_bbox: 0.583079 loss_dfl: 0.449957 loss: 2.239704 eta: 1 day, 16:22:27 batch_cost: 0.7959 data_cost: 0.0003 ips: 60.3083 images/s [03/12 12:18:48] ppdet.engine INFO: Epoch: [20] [320/610] learning_rate: 0.237361 loss_vfl: 1.263773 loss_bbox: 0.661044 loss_dfl: 0.490907 loss: 2.445335 eta: 1 day, 16:22:05 batch_cost: 0.8330 data_cost: 0.0003 ips: 57.6247 images/s [03/12 12:19:07] ppdet.engine INFO: Epoch: [20] [340/610] learning_rate: 0.237352 loss_vfl: 1.253555 loss_bbox: 0.611281 loss_dfl: 0.472428 loss: 2.386446 eta: 1 day, 16:21:56 batch_cost: 0.8826 data_cost: 0.0003 ips: 54.3818 images/s [03/12 12:19:25] ppdet.engine INFO: Epoch: [20] [360/610] learning_rate: 0.237343 loss_vfl: 1.180637 loss_bbox: 0.574818 loss_dfl: 0.427162 loss: 2.139707 eta: 1 day, 16:21:29 batch_cost: 0.8149 data_cost: 0.0003 ips: 58.8994 images/s [03/12 12:19:43] ppdet.engine INFO: Epoch: [20] [380/610] learning_rate: 0.237335 loss_vfl: 1.226546 loss_bbox: 0.587390 loss_dfl: 0.463351 loss: 2.281824 eta: 1 day, 16:20:59 batch_cost: 0.8061 data_cost: 0.0009 ips: 59.5476 images/s [03/12 12:20:02] ppdet.engine INFO: Epoch: [20] [400/610] learning_rate: 0.237326 loss_vfl: 1.294481 loss_bbox: 0.613385 loss_dfl: 0.481682 loss: 2.379588 eta: 1 day, 16:20:26 batch_cost: 0.7941 data_cost: 0.0016 ips: 60.4495 images/s [03/12 12:20:21] ppdet.engine INFO: Epoch: [20] [420/610] learning_rate: 0.237317 loss_vfl: 1.182024 loss_bbox: 0.579113 loss_dfl: 0.453519 loss: 2.214417 eta: 1 day, 16:20:09 batch_cost: 0.8513 data_cost: 0.0032 ips: 56.3831 images/s [03/12 12:20:40] ppdet.engine INFO: Epoch: [20] [440/610] learning_rate: 0.237309 loss_vfl: 1.241529 loss_bbox: 0.613563 loss_dfl: 0.476213 loss: 2.319085 eta: 1 day, 16:19:58 batch_cost: 0.8754 data_cost: 0.0003 ips: 54.8343 images/s [03/12 12:20:58] ppdet.engine INFO: Epoch: [20] [460/610] learning_rate: 0.237300 loss_vfl: 1.273415 loss_bbox: 0.646667 loss_dfl: 0.489664 loss: 2.412922 eta: 1 day, 16:19:29 batch_cost: 0.8068 data_cost: 0.0003 ips: 59.4962 images/s [03/12 12:21:16] ppdet.engine INFO: Epoch: [20] [480/610] learning_rate: 0.237291 loss_vfl: 1.247902 loss_bbox: 0.597821 loss_dfl: 0.465872 loss: 2.340996 eta: 1 day, 16:18:49 batch_cost: 0.7690 data_cost: 0.0003 ips: 62.4151 images/s [03/12 12:21:35] ppdet.engine INFO: Epoch: [20] [500/610] learning_rate: 0.237282 loss_vfl: 1.270850 loss_bbox: 0.610340 loss_dfl: 0.462298 loss: 2.375785 eta: 1 day, 16:18:39 batch_cost: 0.8768 data_cost: 0.0003 ips: 54.7446 images/s [03/12 12:21:53] ppdet.engine INFO: Epoch: [20] [520/610] learning_rate: 0.237274 loss_vfl: 1.297648 loss_bbox: 0.637857 loss_dfl: 0.493745 loss: 2.436268 eta: 1 day, 16:18:14 batch_cost: 0.8227 data_cost: 0.0003 ips: 58.3446 images/s [03/12 12:22:12] ppdet.engine INFO: Epoch: [20] [540/610] learning_rate: 0.237265 loss_vfl: 1.289338 loss_bbox: 0.647473 loss_dfl: 0.488859 loss: 2.428203 eta: 1 day, 16:17:58 batch_cost: 0.8556 data_cost: 0.0003 ips: 56.1033 images/s [03/12 12:22:31] ppdet.engine INFO: Epoch: [20] [560/610] learning_rate: 0.237256 loss_vfl: 1.271486 loss_bbox: 0.612093 loss_dfl: 0.459326 loss: 2.310274 eta: 1 day, 16:17:42 batch_cost: 0.8583 data_cost: 0.0009 ips: 55.9222 images/s [03/12 12:22:50] ppdet.engine INFO: Epoch: [20] [580/610] learning_rate: 0.237247 loss_vfl: 1.187265 loss_bbox: 0.569913 loss_dfl: 0.430700 loss: 2.161401 eta: 1 day, 16:17:17 batch_cost: 0.8216 data_cost: 0.0015 ips: 58.4205 images/s [03/12 12:23:07] ppdet.engine INFO: Epoch: [20] [600/610] learning_rate: 0.237239 loss_vfl: 1.238319 loss_bbox: 0.569800 loss_dfl: 0.441303 loss: 2.234825 eta: 1 day, 16:16:48 batch_cost: 0.8040 data_cost: 0.0004 ips: 59.7019 images/s [03/12 12:23:22] ppdet.engine INFO: Epoch: [21] [ 0/610] learning_rate: 0.237234 loss_vfl: 1.247099 loss_bbox: 0.627017 loss_dfl: 0.473288 loss: 2.321107 eta: 1 day, 16:17:29 batch_cost: 1.0152 data_cost: 0.2358 ips: 47.2808 images/s [03/12 12:23:43] ppdet.engine INFO: Epoch: [21] [ 20/610] learning_rate: 0.237225 loss_vfl: 1.244256 loss_bbox: 0.613410 loss_dfl: 0.474020 loss: 2.352450 eta: 1 day, 16:17:36 batch_cost: 0.9409 data_cost: 0.0010 ips: 51.0162 images/s [03/12 12:24:03] ppdet.engine INFO: Epoch: [21] [ 40/610] learning_rate: 0.237217 loss_vfl: 1.279133 loss_bbox: 0.609226 loss_dfl: 0.470244 loss: 2.368104 eta: 1 day, 16:17:40 batch_cost: 0.9309 data_cost: 0.0014 ips: 51.5651 images/s [03/12 12:24:21] ppdet.engine INFO: Epoch: [21] [ 60/610] learning_rate: 0.237208 loss_vfl: 1.272957 loss_bbox: 0.625740 loss_dfl: 0.471602 loss: 2.371207 eta: 1 day, 16:17:03 batch_cost: 0.7777 data_cost: 0.0019 ips: 61.7212 images/s [03/12 12:24:39] ppdet.engine INFO: Epoch: [21] [ 80/610] learning_rate: 0.237199 loss_vfl: 1.296551 loss_bbox: 0.618827 loss_dfl: 0.458824 loss: 2.357613 eta: 1 day, 16:16:34 batch_cost: 0.8074 data_cost: 0.0003 ips: 59.4509 images/s [03/12 12:24:58] ppdet.engine INFO: Epoch: [21] [100/610] learning_rate: 0.237190 loss_vfl: 1.194001 loss_bbox: 0.591261 loss_dfl: 0.448848 loss: 2.245626 eta: 1 day, 16:16:15 batch_cost: 0.8444 data_cost: 0.0003 ips: 56.8468 images/s [03/12 12:25:17] ppdet.engine INFO: Epoch: [21] [120/610] learning_rate: 0.237181 loss_vfl: 1.171659 loss_bbox: 0.583256 loss_dfl: 0.452263 loss: 2.168240 eta: 1 day, 16:15:56 batch_cost: 0.8451 data_cost: 0.0003 ips: 56.7991 images/s [03/12 12:25:35] ppdet.engine INFO: Epoch: [21] [140/610] learning_rate: 0.237172 loss_vfl: 1.256542 loss_bbox: 0.599987 loss_dfl: 0.476528 loss: 2.354033 eta: 1 day, 16:15:32 batch_cost: 0.8281 data_cost: 0.0009 ips: 57.9621 images/s [03/12 12:25:54] ppdet.engine INFO: Epoch: [21] [160/610] learning_rate: 0.237163 loss_vfl: 1.281157 loss_bbox: 0.613345 loss_dfl: 0.470863 loss: 2.365365 eta: 1 day, 16:15:10 batch_cost: 0.8341 data_cost: 0.0003 ips: 57.5481 images/s [03/12 12:26:12] ppdet.engine INFO: Epoch: [21] [180/610] learning_rate: 0.237154 loss_vfl: 1.247888 loss_bbox: 0.611652 loss_dfl: 0.475336 loss: 2.294867 eta: 1 day, 16:14:50 batch_cost: 0.8411 data_cost: 0.0020 ips: 57.0695 images/s [03/12 12:26:32] ppdet.engine INFO: Epoch: [21] [200/610] learning_rate: 0.237145 loss_vfl: 1.175138 loss_bbox: 0.577354 loss_dfl: 0.438318 loss: 2.205170 eta: 1 day, 16:14:36 batch_cost: 0.8625 data_cost: 0.0003 ips: 55.6499 images/s [03/12 12:26:50] ppdet.engine INFO: Epoch: [21] [220/610] learning_rate: 0.237137 loss_vfl: 1.258881 loss_bbox: 0.651823 loss_dfl: 0.485048 loss: 2.417323 eta: 1 day, 16:14:18 batch_cost: 0.8474 data_cost: 0.0003 ips: 56.6408 images/s [03/12 12:27:09] ppdet.engine INFO: Epoch: [21] [240/610] learning_rate: 0.237128 loss_vfl: 1.233902 loss_bbox: 0.610417 loss_dfl: 0.466104 loss: 2.302490 eta: 1 day, 16:14:04 batch_cost: 0.8634 data_cost: 0.0003 ips: 55.5931 images/s [03/12 12:27:28] ppdet.engine INFO: Epoch: [21] [260/610] learning_rate: 0.237119 loss_vfl: 1.234833 loss_bbox: 0.600977 loss_dfl: 0.469412 loss: 2.268116 eta: 1 day, 16:13:52 batch_cost: 0.8730 data_cost: 0.0012 ips: 54.9831 images/s [03/12 12:27:48] ppdet.engine INFO: Epoch: [21] [280/610] learning_rate: 0.237110 loss_vfl: 1.178557 loss_bbox: 0.607767 loss_dfl: 0.443536 loss: 2.289042 eta: 1 day, 16:13:47 batch_cost: 0.8979 data_cost: 0.0003 ips: 53.4608 images/s [03/12 12:28:06] ppdet.engine INFO: Epoch: [21] [300/610] learning_rate: 0.237101 loss_vfl: 1.235463 loss_bbox: 0.615312 loss_dfl: 0.476589 loss: 2.336808 eta: 1 day, 16:13:20 batch_cost: 0.8159 data_cost: 0.0004 ips: 58.8331 images/s [03/12 12:28:25] ppdet.engine INFO: Epoch: [21] [320/610] learning_rate: 0.237092 loss_vfl: 1.247461 loss_bbox: 0.610631 loss_dfl: 0.460721 loss: 2.312003 eta: 1 day, 16:13:02 batch_cost: 0.8459 data_cost: 0.0004 ips: 56.7416 images/s [03/12 12:28:43] ppdet.engine INFO: Epoch: [21] [340/610] learning_rate: 0.237082 loss_vfl: 1.208836 loss_bbox: 0.567334 loss_dfl: 0.453142 loss: 2.244885 eta: 1 day, 16:12:38 batch_cost: 0.8253 data_cost: 0.0003 ips: 58.1637 images/s [03/12 12:29:02] ppdet.engine INFO: Epoch: [21] [360/610] learning_rate: 0.237073 loss_vfl: 1.318060 loss_bbox: 0.637016 loss_dfl: 0.478388 loss: 2.464579 eta: 1 day, 16:12:20 batch_cost: 0.8511 data_cost: 0.0012 ips: 56.3977 images/s [03/12 12:29:20] ppdet.engine INFO: Epoch: [21] [380/610] learning_rate: 0.237064 loss_vfl: 1.218689 loss_bbox: 0.589953 loss_dfl: 0.444710 loss: 2.250836 eta: 1 day, 16:11:53 batch_cost: 0.8142 data_cost: 0.0003 ips: 58.9555 images/s [03/12 12:29:39] ppdet.engine INFO: Epoch: [21] [400/610] learning_rate: 0.237055 loss_vfl: 1.313681 loss_bbox: 0.624690 loss_dfl: 0.491656 loss: 2.449934 eta: 1 day, 16:11:42 batch_cost: 0.8727 data_cost: 0.0003 ips: 54.9993 images/s [03/12 12:29:58] ppdet.engine INFO: Epoch: [21] [420/610] learning_rate: 0.237046 loss_vfl: 1.248476 loss_bbox: 0.626631 loss_dfl: 0.473952 loss: 2.319541 eta: 1 day, 16:11:22 batch_cost: 0.8422 data_cost: 0.0003 ips: 56.9946 images/s [03/12 12:30:17] ppdet.engine INFO: Epoch: [21] [440/610] learning_rate: 0.237037 loss_vfl: 1.225224 loss_bbox: 0.605042 loss_dfl: 0.462996 loss: 2.280325 eta: 1 day, 16:11:06 batch_cost: 0.8546 data_cost: 0.0003 ips: 56.1639 images/s [03/12 12:30:35] ppdet.engine INFO: Epoch: [21] [460/610] learning_rate: 0.237028 loss_vfl: 1.265589 loss_bbox: 0.591123 loss_dfl: 0.464943 loss: 2.302032 eta: 1 day, 16:10:43 batch_cost: 0.8315 data_cost: 0.0009 ips: 57.7259 images/s [03/12 12:30:54] ppdet.engine INFO: Epoch: [21] [480/610] learning_rate: 0.237019 loss_vfl: 1.286748 loss_bbox: 0.633384 loss_dfl: 0.481253 loss: 2.397002 eta: 1 day, 16:10:23 batch_cost: 0.8412 data_cost: 0.0013 ips: 57.0620 images/s [03/12 12:31:12] ppdet.engine INFO: Epoch: [21] [500/610] learning_rate: 0.237010 loss_vfl: 1.200839 loss_bbox: 0.592094 loss_dfl: 0.451386 loss: 2.225561 eta: 1 day, 16:10:01 batch_cost: 0.8323 data_cost: 0.0009 ips: 57.6702 images/s [03/12 12:31:32] ppdet.engine INFO: Epoch: [21] [520/610] learning_rate: 0.237001 loss_vfl: 1.250380 loss_bbox: 0.610565 loss_dfl: 0.470367 loss: 2.374466 eta: 1 day, 16:09:54 batch_cost: 0.8888 data_cost: 0.0004 ips: 54.0060 images/s [03/12 12:31:50] ppdet.engine INFO: Epoch: [21] [540/610] learning_rate: 0.236991 loss_vfl: 1.227310 loss_bbox: 0.592908 loss_dfl: 0.442734 loss: 2.273713 eta: 1 day, 16:09:33 batch_cost: 0.8403 data_cost: 0.0003 ips: 57.1240 images/s [03/12 12:32:08] ppdet.engine INFO: Epoch: [21] [560/610] learning_rate: 0.236982 loss_vfl: 1.256352 loss_bbox: 0.622374 loss_dfl: 0.467057 loss: 2.327500 eta: 1 day, 16:09:06 batch_cost: 0.8124 data_cost: 0.0049 ips: 59.0876 images/s [03/12 12:32:27] ppdet.engine INFO: Epoch: [21] [580/610] learning_rate: 0.236973 loss_vfl: 1.350851 loss_bbox: 0.662438 loss_dfl: 0.509394 loss: 2.518979 eta: 1 day, 16:08:48 batch_cost: 0.8476 data_cost: 0.0003 ips: 56.6313 images/s [03/12 12:32:46] ppdet.engine INFO: Epoch: [21] [600/610] learning_rate: 0.236964 loss_vfl: 1.340248 loss_bbox: 0.667054 loss_dfl: 0.494466 loss: 2.514510 eta: 1 day, 16:08:27 batch_cost: 0.8367 data_cost: 0.0004 ips: 57.3648 images/s [03/12 12:33:00] ppdet.engine INFO: Epoch: [22] [ 0/610] learning_rate: 0.236959 loss_vfl: 1.240226 loss_bbox: 0.583014 loss_dfl: 0.454814 loss: 2.310562 eta: 1 day, 16:09:09 batch_cost: 1.0287 data_cost: 0.2435 ips: 46.6611 images/s [03/12 12:33:20] ppdet.engine INFO: Epoch: [22] [ 20/610] learning_rate: 0.236950 loss_vfl: 1.244316 loss_bbox: 0.581963 loss_dfl: 0.450005 loss: 2.278221 eta: 1 day, 16:08:57 batch_cost: 0.8738 data_cost: 0.0003 ips: 54.9316 images/s [03/12 12:33:39] ppdet.engine INFO: Epoch: [22] [ 40/610] learning_rate: 0.236941 loss_vfl: 1.334806 loss_bbox: 0.682844 loss_dfl: 0.507011 loss: 2.523104 eta: 1 day, 16:08:41 batch_cost: 0.8530 data_cost: 0.0003 ips: 56.2699 images/s [03/12 12:33:58] ppdet.engine INFO: Epoch: [22] [ 60/610] learning_rate: 0.236931 loss_vfl: 1.194928 loss_bbox: 0.571497 loss_dfl: 0.439212 loss: 2.198885 eta: 1 day, 16:08:27 batch_cost: 0.8666 data_cost: 0.0008 ips: 55.3908 images/s [03/12 12:34:17] ppdet.engine INFO: Epoch: [22] [ 80/610] learning_rate: 0.236922 loss_vfl: 1.264911 loss_bbox: 0.614270 loss_dfl: 0.483390 loss: 2.395450 eta: 1 day, 16:08:20 batch_cost: 0.8933 data_cost: 0.0003 ips: 53.7337 images/s [03/12 12:34:36] ppdet.engine INFO: Epoch: [22] [100/610] learning_rate: 0.236913 loss_vfl: 1.271826 loss_bbox: 0.630035 loss_dfl: 0.479742 loss: 2.409389 eta: 1 day, 16:08:08 batch_cost: 0.8700 data_cost: 0.0003 ips: 55.1693 images/s [03/12 12:34:55] ppdet.engine INFO: Epoch: [22] [120/610] learning_rate: 0.236903 loss_vfl: 1.252692 loss_bbox: 0.622019 loss_dfl: 0.468263 loss: 2.369402 eta: 1 day, 16:07:46 batch_cost: 0.8336 data_cost: 0.0008 ips: 57.5840 images/s [03/12 12:35:15] ppdet.engine INFO: Epoch: [22] [140/610] learning_rate: 0.236894 loss_vfl: 1.260412 loss_bbox: 0.614597 loss_dfl: 0.469593 loss: 2.344024 eta: 1 day, 16:07:34 batch_cost: 0.8716 data_cost: 0.0013 ips: 55.0694 images/s [03/12 12:35:33] ppdet.engine INFO: Epoch: [22] [160/610] learning_rate: 0.236885 loss_vfl: 1.233175 loss_bbox: 0.577675 loss_dfl: 0.457045 loss: 2.278486 eta: 1 day, 16:07:14 batch_cost: 0.8430 data_cost: 0.0003 ips: 56.9419 images/s [03/12 12:35:52] ppdet.engine INFO: Epoch: [22] [180/610] learning_rate: 0.236875 loss_vfl: 1.308845 loss_bbox: 0.624676 loss_dfl: 0.474938 loss: 2.391143 eta: 1 day, 16:06:56 batch_cost: 0.8498 data_cost: 0.0003 ips: 56.4865 images/s [03/12 12:36:11] ppdet.engine INFO: Epoch: [22] [200/610] learning_rate: 0.236866 loss_vfl: 1.329749 loss_bbox: 0.642636 loss_dfl: 0.490940 loss: 2.487189 eta: 1 day, 16:06:40 batch_cost: 0.8552 data_cost: 0.0003 ips: 56.1289 images/s [03/12 12:36:30] ppdet.engine INFO: Epoch: [22] [220/610] learning_rate: 0.236857 loss_vfl: 1.257272 loss_bbox: 0.591705 loss_dfl: 0.466473 loss: 2.326213 eta: 1 day, 16:06:22 batch_cost: 0.8468 data_cost: 0.0003 ips: 56.6850 images/s [03/12 12:36:47] ppdet.engine INFO: Epoch: [22] [240/610] learning_rate: 0.236847 loss_vfl: 1.238819 loss_bbox: 0.576386 loss_dfl: 0.448408 loss: 2.279478 eta: 1 day, 16:05:54 batch_cost: 0.8111 data_cost: 0.0003 ips: 59.1818 images/s [03/12 12:37:06] ppdet.engine INFO: Epoch: [22] [260/610] learning_rate: 0.236838 loss_vfl: 1.225028 loss_bbox: 0.578919 loss_dfl: 0.464452 loss: 2.280725 eta: 1 day, 16:05:37 batch_cost: 0.8510 data_cost: 0.0003 ips: 56.4051 images/s [03/12 12:37:25] ppdet.engine INFO: Epoch: [22] [280/610] learning_rate: 0.236829 loss_vfl: 1.220595 loss_bbox: 0.610200 loss_dfl: 0.466589 loss: 2.313555 eta: 1 day, 16:05:28 batch_cost: 0.8863 data_cost: 0.0003 ips: 54.1595 images/s [03/12 12:37:44] ppdet.engine INFO: Epoch: [22] [300/610] learning_rate: 0.236819 loss_vfl: 1.296766 loss_bbox: 0.612473 loss_dfl: 0.470157 loss: 2.380171 eta: 1 day, 16:05:08 batch_cost: 0.8401 data_cost: 0.0003 ips: 57.1350 images/s [03/12 12:38:03] ppdet.engine INFO: Epoch: [22] [320/610] learning_rate: 0.236810 loss_vfl: 1.273537 loss_bbox: 0.616046 loss_dfl: 0.482315 loss: 2.380110 eta: 1 day, 16:04:50 batch_cost: 0.8468 data_cost: 0.0003 ips: 56.6861 images/s [03/12 12:38:22] ppdet.engine INFO: Epoch: [22] [340/610] learning_rate: 0.236800 loss_vfl: 1.290177 loss_bbox: 0.606564 loss_dfl: 0.472142 loss: 2.374500 eta: 1 day, 16:04:24 batch_cost: 0.8160 data_cost: 0.0003 ips: 58.8222 images/s [03/12 12:38:40] ppdet.engine INFO: Epoch: [22] [360/610] learning_rate: 0.236791 loss_vfl: 1.286483 loss_bbox: 0.604425 loss_dfl: 0.462068 loss: 2.359017 eta: 1 day, 16:03:59 batch_cost: 0.8232 data_cost: 0.0003 ips: 58.3113 images/s [03/12 12:38:59] ppdet.engine INFO: Epoch: [22] [380/610] learning_rate: 0.236781 loss_vfl: 1.251686 loss_bbox: 0.581644 loss_dfl: 0.455448 loss: 2.314542 eta: 1 day, 16:03:38 batch_cost: 0.8331 data_cost: 0.0003 ips: 57.6136 images/s [03/12 12:39:18] ppdet.engine INFO: Epoch: [22] [400/610] learning_rate: 0.236772 loss_vfl: 1.259231 loss_bbox: 0.630342 loss_dfl: 0.465662 loss: 2.393877 eta: 1 day, 16:03:27 batch_cost: 0.8776 data_cost: 0.0009 ips: 54.6946 images/s [03/12 12:39:36] ppdet.engine INFO: Epoch: [22] [420/610] learning_rate: 0.236762 loss_vfl: 1.294147 loss_bbox: 0.572698 loss_dfl: 0.461887 loss: 2.323232 eta: 1 day, 16:03:03 batch_cost: 0.8240 data_cost: 0.0003 ips: 58.2553 images/s [03/12 12:39:55] ppdet.engine INFO: Epoch: [22] [440/610] learning_rate: 0.236753 loss_vfl: 1.254946 loss_bbox: 0.624902 loss_dfl: 0.483091 loss: 2.350446 eta: 1 day, 16:02:50 batch_cost: 0.8707 data_cost: 0.0003 ips: 55.1260 images/s [03/12 12:40:13] ppdet.engine INFO: Epoch: [22] [460/610] learning_rate: 0.236743 loss_vfl: 1.294572 loss_bbox: 0.615261 loss_dfl: 0.492849 loss: 2.456972 eta: 1 day, 16:02:21 batch_cost: 0.8011 data_cost: 0.0012 ips: 59.9151 images/s [03/12 12:40:32] ppdet.engine INFO: Epoch: [22] [480/610] learning_rate: 0.236734 loss_vfl: 1.157058 loss_bbox: 0.584721 loss_dfl: 0.444285 loss: 2.172841 eta: 1 day, 16:01:55 batch_cost: 0.8173 data_cost: 0.0003 ips: 58.7272 images/s [03/12 12:40:51] ppdet.engine INFO: Epoch: [22] [500/610] learning_rate: 0.236724 loss_vfl: 1.221771 loss_bbox: 0.599981 loss_dfl: 0.455642 loss: 2.295447 eta: 1 day, 16:01:42 batch_cost: 0.8687 data_cost: 0.0010 ips: 55.2520 images/s [03/12 12:41:10] ppdet.engine INFO: Epoch: [22] [520/610] learning_rate: 0.236714 loss_vfl: 1.372471 loss_bbox: 0.642618 loss_dfl: 0.491837 loss: 2.513993 eta: 1 day, 16:01:19 batch_cost: 0.8282 data_cost: 0.0003 ips: 57.9566 images/s [03/12 12:41:29] ppdet.engine INFO: Epoch: [22] [540/610] learning_rate: 0.236705 loss_vfl: 1.270785 loss_bbox: 0.591207 loss_dfl: 0.456964 loss: 2.302225 eta: 1 day, 16:01:05 batch_cost: 0.8627 data_cost: 0.0020 ips: 55.6373 images/s [03/12 12:41:48] ppdet.engine INFO: Epoch: [22] [560/610] learning_rate: 0.236695 loss_vfl: 1.203328 loss_bbox: 0.571131 loss_dfl: 0.444227 loss: 2.197114 eta: 1 day, 16:00:46 batch_cost: 0.8478 data_cost: 0.0003 ips: 56.6174 images/s [03/12 12:42:07] ppdet.engine INFO: Epoch: [22] [580/610] learning_rate: 0.236686 loss_vfl: 1.285141 loss_bbox: 0.648713 loss_dfl: 0.486019 loss: 2.402256 eta: 1 day, 16:00:30 batch_cost: 0.8566 data_cost: 0.0003 ips: 56.0355 images/s [03/12 12:42:25] ppdet.engine INFO: Epoch: [22] [600/610] learning_rate: 0.236676 loss_vfl: 1.249763 loss_bbox: 0.595441 loss_dfl: 0.470161 loss: 2.323394 eta: 1 day, 16:00:05 batch_cost: 0.8165 data_cost: 0.0004 ips: 58.7867 images/s [03/12 12:42:39] ppdet.engine INFO: Epoch: [23] [ 0/610] learning_rate: 0.236671 loss_vfl: 1.237906 loss_bbox: 0.599009 loss_dfl: 0.471033 loss: 2.352355 eta: 1 day, 16:00:35 batch_cost: 0.9791 data_cost: 0.2207 ips: 49.0245 images/s [03/12 12:42:59] ppdet.engine INFO: Epoch: [23] [ 20/610] learning_rate: 0.236661 loss_vfl: 1.283568 loss_bbox: 0.637694 loss_dfl: 0.476177 loss: 2.369336 eta: 1 day, 16:00:37 batch_cost: 0.9329 data_cost: 0.0003 ips: 51.4513 images/s [03/12 12:43:18] ppdet.engine INFO: Epoch: [23] [ 40/610] learning_rate: 0.236652 loss_vfl: 1.216603 loss_bbox: 0.584638 loss_dfl: 0.455260 loss: 2.249289 eta: 1 day, 16:00:20 batch_cost: 0.8522 data_cost: 0.0003 ips: 56.3256 images/s [03/12 12:43:37] ppdet.engine INFO: Epoch: [23] [ 60/610] learning_rate: 0.236642 loss_vfl: 1.319007 loss_bbox: 0.660619 loss_dfl: 0.508588 loss: 2.479380 eta: 1 day, 16:00:05 batch_cost: 0.8617 data_cost: 0.0009 ips: 55.7034 images/s [03/12 12:43:55] ppdet.engine INFO: Epoch: [23] [ 80/610] learning_rate: 0.236632 loss_vfl: 1.252174 loss_bbox: 0.617184 loss_dfl: 0.464827 loss: 2.311165 eta: 1 day, 15:59:40 batch_cost: 0.8171 data_cost: 0.0003 ips: 58.7436 images/s [03/12 12:44:14] ppdet.engine INFO: Epoch: [23] [100/610] learning_rate: 0.236623 loss_vfl: 1.229640 loss_bbox: 0.579225 loss_dfl: 0.453628 loss: 2.311906 eta: 1 day, 15:59:27 batch_cost: 0.8714 data_cost: 0.0003 ips: 55.0849 images/s [03/12 12:44:32] ppdet.engine INFO: Epoch: [23] [120/610] learning_rate: 0.236613 loss_vfl: 1.218446 loss_bbox: 0.602062 loss_dfl: 0.466359 loss: 2.273731 eta: 1 day, 15:58:59 batch_cost: 0.8035 data_cost: 0.0003 ips: 59.7396 images/s [03/12 12:44:51] ppdet.engine INFO: Epoch: [23] [140/610] learning_rate: 0.236603 loss_vfl: 1.226930 loss_bbox: 0.592802 loss_dfl: 0.446913 loss: 2.241149 eta: 1 day, 15:58:32 batch_cost: 0.8103 data_cost: 0.0003 ips: 59.2396 images/s [03/12 12:45:10] ppdet.engine INFO: Epoch: [23] [160/610] learning_rate: 0.236593 loss_vfl: 1.213703 loss_bbox: 0.578435 loss_dfl: 0.443479 loss: 2.217669 eta: 1 day, 15:58:17 batch_cost: 0.8636 data_cost: 0.0003 ips: 55.5834 images/s [03/12 12:45:28] ppdet.engine INFO: Epoch: [23] [180/610] learning_rate: 0.236584 loss_vfl: 1.239207 loss_bbox: 0.619522 loss_dfl: 0.471784 loss: 2.339966 eta: 1 day, 15:57:41 batch_cost: 0.7728 data_cost: 0.0003 ips: 62.1136 images/s [03/12 12:45:46] ppdet.engine INFO: Epoch: [23] [200/610] learning_rate: 0.236574 loss_vfl: 1.239936 loss_bbox: 0.579157 loss_dfl: 0.448418 loss: 2.292206 eta: 1 day, 15:57:20 batch_cost: 0.8362 data_cost: 0.0003 ips: 57.4039 images/s [03/12 12:46:05] ppdet.engine INFO: Epoch: [23] [220/610] learning_rate: 0.236564 loss_vfl: 1.235898 loss_bbox: 0.619793 loss_dfl: 0.470832 loss: 2.343803 eta: 1 day, 15:57:01 batch_cost: 0.8447 data_cost: 0.0009 ips: 56.8238 images/s [03/12 12:46:23] ppdet.engine INFO: Epoch: [23] [240/610] learning_rate: 0.236554 loss_vfl: 1.221747 loss_bbox: 0.584487 loss_dfl: 0.470799 loss: 2.253707 eta: 1 day, 15:56:29 batch_cost: 0.7888 data_cost: 0.0003 ips: 60.8499 images/s [03/12 12:46:41] ppdet.engine INFO: Epoch: [23] [260/610] learning_rate: 0.236544 loss_vfl: 1.227309 loss_bbox: 0.620540 loss_dfl: 0.468489 loss: 2.303248 eta: 1 day, 15:56:09 batch_cost: 0.8384 data_cost: 0.0003 ips: 57.2490 images/s [03/12 12:47:00] ppdet.engine INFO: Epoch: [23] [280/610] learning_rate: 0.236535 loss_vfl: 1.242253 loss_bbox: 0.616071 loss_dfl: 0.461321 loss: 2.306553 eta: 1 day, 15:55:50 batch_cost: 0.8448 data_cost: 0.0003 ips: 56.8172 images/s [03/12 12:47:19] ppdet.engine INFO: Epoch: [23] [300/610] learning_rate: 0.236525 loss_vfl: 1.202276 loss_bbox: 0.562303 loss_dfl: 0.440199 loss: 2.173124 eta: 1 day, 15:55:31 batch_cost: 0.8409 data_cost: 0.0009 ips: 57.0811 images/s [03/12 12:47:38] ppdet.engine INFO: Epoch: [23] [320/610] learning_rate: 0.236515 loss_vfl: 1.258652 loss_bbox: 0.623117 loss_dfl: 0.480612 loss: 2.374455 eta: 1 day, 15:55:20 batch_cost: 0.8775 data_cost: 0.0003 ips: 54.7019 images/s [03/12 12:47:57] ppdet.engine INFO: Epoch: [23] [340/610] learning_rate: 0.236505 loss_vfl: 1.259017 loss_bbox: 0.579598 loss_dfl: 0.451458 loss: 2.292560 eta: 1 day, 15:55:06 batch_cost: 0.8665 data_cost: 0.0004 ips: 55.3935 images/s [03/12 12:48:15] ppdet.engine INFO: Epoch: [23] [360/610] learning_rate: 0.236495 loss_vfl: 1.214413 loss_bbox: 0.603840 loss_dfl: 0.458249 loss: 2.267931 eta: 1 day, 15:54:39 batch_cost: 0.8109 data_cost: 0.0003 ips: 59.1916 images/s [03/12 12:48:34] ppdet.engine INFO: Epoch: [23] [380/610] learning_rate: 0.236485 loss_vfl: 1.234280 loss_bbox: 0.598577 loss_dfl: 0.459039 loss: 2.264860 eta: 1 day, 15:54:26 batch_cost: 0.8667 data_cost: 0.0003 ips: 55.3804 images/s [03/12 12:48:52] ppdet.engine INFO: Epoch: [23] [400/610] learning_rate: 0.236475 loss_vfl: 1.252275 loss_bbox: 0.588987 loss_dfl: 0.453302 loss: 2.289568 eta: 1 day, 15:54:01 batch_cost: 0.8200 data_cost: 0.0009 ips: 58.5372 images/s [03/12 12:49:11] ppdet.engine INFO: Epoch: [23] [420/610] learning_rate: 0.236465 loss_vfl: 1.281365 loss_bbox: 0.600875 loss_dfl: 0.458874 loss: 2.345580 eta: 1 day, 15:53:37 batch_cost: 0.8241 data_cost: 0.0003 ips: 58.2472 images/s [03/12 12:49:29] ppdet.engine INFO: Epoch: [23] [440/610] learning_rate: 0.236455 loss_vfl: 1.202598 loss_bbox: 0.591805 loss_dfl: 0.451995 loss: 2.220341 eta: 1 day, 15:53:13 batch_cost: 0.8201 data_cost: 0.0003 ips: 58.5285 images/s [03/12 12:49:48] ppdet.engine INFO: Epoch: [23] [460/610] learning_rate: 0.236445 loss_vfl: 1.237876 loss_bbox: 0.605271 loss_dfl: 0.457857 loss: 2.315512 eta: 1 day, 15:52:56 batch_cost: 0.8539 data_cost: 0.0003 ips: 56.2141 images/s [03/12 12:50:06] ppdet.engine INFO: Epoch: [23] [480/610] learning_rate: 0.236435 loss_vfl: 1.202995 loss_bbox: 0.608679 loss_dfl: 0.456342 loss: 2.240744 eta: 1 day, 15:52:28 batch_cost: 0.8015 data_cost: 0.0003 ips: 59.8860 images/s [03/12 12:50:24] ppdet.engine INFO: Epoch: [23] [500/610] learning_rate: 0.236425 loss_vfl: 1.241972 loss_bbox: 0.598607 loss_dfl: 0.460600 loss: 2.277276 eta: 1 day, 15:51:55 batch_cost: 0.7862 data_cost: 0.0003 ips: 61.0513 images/s [03/12 12:50:41] ppdet.engine INFO: Epoch: [23] [520/610] learning_rate: 0.236415 loss_vfl: 1.266510 loss_bbox: 0.623995 loss_dfl: 0.476933 loss: 2.378573 eta: 1 day, 15:51:21 batch_cost: 0.7761 data_cost: 0.0014 ips: 61.8488 images/s [03/12 12:51:00] ppdet.engine INFO: Epoch: [23] [540/610] learning_rate: 0.236405 loss_vfl: 1.202439 loss_bbox: 0.585301 loss_dfl: 0.456375 loss: 2.268951 eta: 1 day, 15:51:09 batch_cost: 0.8729 data_cost: 0.0009 ips: 54.9864 images/s [03/12 12:51:18] ppdet.engine INFO: Epoch: [23] [560/610] learning_rate: 0.236395 loss_vfl: 1.231199 loss_bbox: 0.570738 loss_dfl: 0.447685 loss: 2.251633 eta: 1 day, 15:50:46 batch_cost: 0.8264 data_cost: 0.0003 ips: 58.0864 images/s [03/12 12:51:37] ppdet.engine INFO: Epoch: [23] [580/610] learning_rate: 0.236385 loss_vfl: 1.203668 loss_bbox: 0.589317 loss_dfl: 0.457298 loss: 2.276396 eta: 1 day, 15:50:31 batch_cost: 0.8609 data_cost: 0.0003 ips: 55.7576 images/s [03/12 12:51:55] ppdet.engine INFO: Epoch: [23] [600/610] learning_rate: 0.236375 loss_vfl: 1.218558 loss_bbox: 0.608945 loss_dfl: 0.469152 loss: 2.327047 eta: 1 day, 15:50:02 batch_cost: 0.8023 data_cost: 0.0010 ips: 59.8267 images/s [03/12 12:52:08] ppdet.engine INFO: Epoch: [24] [ 0/610] learning_rate: 0.236370 loss_vfl: 1.218558 loss_bbox: 0.592490 loss_dfl: 0.468922 loss: 2.287817 eta: 1 day, 15:50:21 batch_cost: 0.9368 data_cost: 0.2001 ips: 51.2407 images/s [03/12 12:52:29] ppdet.engine INFO: Epoch: [24] [ 20/610] learning_rate: 0.236360 loss_vfl: 1.314683 loss_bbox: 0.626546 loss_dfl: 0.499762 loss: 2.474217 eta: 1 day, 15:50:25 batch_cost: 0.9420 data_cost: 0.0003 ips: 50.9531 images/s [03/12 12:52:49] ppdet.engine INFO: Epoch: [24] [ 40/610] learning_rate: 0.236350 loss_vfl: 1.323627 loss_bbox: 0.656060 loss_dfl: 0.487015 loss: 2.471979 eta: 1 day, 15:50:20 batch_cost: 0.9060 data_cost: 0.0009 ips: 52.9807 images/s [03/12 12:53:09] ppdet.engine INFO: Epoch: [24] [ 60/610] learning_rate: 0.236340 loss_vfl: 1.204642 loss_bbox: 0.564525 loss_dfl: 0.449020 loss: 2.232090 eta: 1 day, 15:50:11 batch_cost: 0.8859 data_cost: 0.0010 ips: 54.1816 images/s [03/12 12:53:27] ppdet.engine INFO: Epoch: [24] [ 80/610] learning_rate: 0.236330 loss_vfl: 1.210628 loss_bbox: 0.605385 loss_dfl: 0.457773 loss: 2.264465 eta: 1 day, 15:49:49 batch_cost: 0.8328 data_cost: 0.0003 ips: 57.6374 images/s [03/12 12:53:47] ppdet.engine INFO: Epoch: [24] [100/610] learning_rate: 0.236320 loss_vfl: 1.311960 loss_bbox: 0.637050 loss_dfl: 0.490635 loss: 2.453253 eta: 1 day, 15:49:33 batch_cost: 0.8537 data_cost: 0.0014 ips: 56.2260 images/s [03/12 12:54:06] ppdet.engine INFO: Epoch: [24] [120/610] learning_rate: 0.236310 loss_vfl: 1.336380 loss_bbox: 0.616897 loss_dfl: 0.478760 loss: 2.461937 eta: 1 day, 15:49:18 batch_cost: 0.8632 data_cost: 0.0009 ips: 55.6081 images/s [03/12 12:54:25] ppdet.engine INFO: Epoch: [24] [140/610] learning_rate: 0.236299 loss_vfl: 1.289924 loss_bbox: 0.613312 loss_dfl: 0.476054 loss: 2.413924 eta: 1 day, 15:49:08 batch_cost: 0.8836 data_cost: 0.0003 ips: 54.3222 images/s [03/12 12:54:44] ppdet.engine INFO: Epoch: [24] [160/610] learning_rate: 0.236289 loss_vfl: 1.210722 loss_bbox: 0.596119 loss_dfl: 0.453959 loss: 2.258546 eta: 1 day, 15:48:47 batch_cost: 0.8333 data_cost: 0.0018 ips: 57.6042 images/s [03/12 12:55:03] ppdet.engine INFO: Epoch: [24] [180/610] learning_rate: 0.236279 loss_vfl: 1.243375 loss_bbox: 0.613834 loss_dfl: 0.465894 loss: 2.276593 eta: 1 day, 15:48:27 batch_cost: 0.8369 data_cost: 0.0004 ips: 57.3555 images/s [03/12 12:55:22] ppdet.engine INFO: Epoch: [24] [200/610] learning_rate: 0.236269 loss_vfl: 1.281862 loss_bbox: 0.612710 loss_dfl: 0.461690 loss: 2.377393 eta: 1 day, 15:48:09 batch_cost: 0.8516 data_cost: 0.0004 ips: 56.3628 images/s [03/12 12:55:40] ppdet.engine INFO: Epoch: [24] [220/610] learning_rate: 0.236259 loss_vfl: 1.193377 loss_bbox: 0.552475 loss_dfl: 0.436625 loss: 2.183647 eta: 1 day, 15:47:43 batch_cost: 0.8095 data_cost: 0.0011 ips: 59.2979 images/s [03/12 12:55:58] ppdet.engine INFO: Epoch: [24] [240/610] learning_rate: 0.236248 loss_vfl: 1.280304 loss_bbox: 0.621426 loss_dfl: 0.468526 loss: 2.360444 eta: 1 day, 15:47:18 batch_cost: 0.8197 data_cost: 0.0009 ips: 58.5567 images/s [03/12 12:56:16] ppdet.engine INFO: Epoch: [24] [260/610] learning_rate: 0.236238 loss_vfl: 1.250653 loss_bbox: 0.620064 loss_dfl: 0.473531 loss: 2.368695 eta: 1 day, 15:46:45 batch_cost: 0.7783 data_cost: 0.0003 ips: 61.6727 images/s [03/12 12:56:36] ppdet.engine INFO: Epoch: [24] [280/610] learning_rate: 0.236228 loss_vfl: 1.291016 loss_bbox: 0.655123 loss_dfl: 0.508750 loss: 2.474083 eta: 1 day, 15:46:35 batch_cost: 0.8863 data_cost: 0.0003 ips: 54.1564 images/s [03/12 12:56:54] ppdet.engine INFO: Epoch: [24] [300/610] learning_rate: 0.236218 loss_vfl: 1.288988 loss_bbox: 0.618670 loss_dfl: 0.475853 loss: 2.388890 eta: 1 day, 15:46:15 batch_cost: 0.8379 data_cost: 0.0003 ips: 57.2845 images/s [03/12 12:57:13] ppdet.engine INFO: Epoch: [24] [320/610] learning_rate: 0.236207 loss_vfl: 1.196696 loss_bbox: 0.573072 loss_dfl: 0.453374 loss: 2.233157 eta: 1 day, 15:45:56 batch_cost: 0.8415 data_cost: 0.0004 ips: 57.0432 images/s [03/12 12:57:32] ppdet.engine INFO: Epoch: [24] [340/610] learning_rate: 0.236197 loss_vfl: 1.245637 loss_bbox: 0.611101 loss_dfl: 0.466288 loss: 2.302212 eta: 1 day, 15:45:38 batch_cost: 0.8470 data_cost: 0.0003 ips: 56.6681 images/s [03/12 12:57:51] ppdet.engine INFO: Epoch: [24] [360/610] learning_rate: 0.236187 loss_vfl: 1.186291 loss_bbox: 0.570380 loss_dfl: 0.445859 loss: 2.176941 eta: 1 day, 15:45:19 batch_cost: 0.8468 data_cost: 0.0011 ips: 56.6868 images/s [03/12 12:58:09] ppdet.engine INFO: Epoch: [24] [380/610] learning_rate: 0.236176 loss_vfl: 1.231725 loss_bbox: 0.600854 loss_dfl: 0.475952 loss: 2.326891 eta: 1 day, 15:44:50 batch_cost: 0.7975 data_cost: 0.0003 ips: 60.1893 images/s [03/12 12:58:28] ppdet.engine INFO: Epoch: [24] [400/610] learning_rate: 0.236166 loss_vfl: 1.315499 loss_bbox: 0.647941 loss_dfl: 0.507360 loss: 2.442704 eta: 1 day, 15:44:36 batch_cost: 0.8622 data_cost: 0.0003 ips: 55.6729 images/s [03/12 12:58:46] ppdet.engine INFO: Epoch: [24] [420/610] learning_rate: 0.236156 loss_vfl: 1.211334 loss_bbox: 0.574975 loss_dfl: 0.459111 loss: 2.270507 eta: 1 day, 15:44:14 batch_cost: 0.8336 data_cost: 0.0003 ips: 57.5826 images/s [03/12 12:59:05] ppdet.engine INFO: Epoch: [24] [440/610] learning_rate: 0.236145 loss_vfl: 1.191964 loss_bbox: 0.597222 loss_dfl: 0.459931 loss: 2.254348 eta: 1 day, 15:43:54 batch_cost: 0.8388 data_cost: 0.0003 ips: 57.2237 images/s [03/12 12:59:23] ppdet.engine INFO: Epoch: [24] [460/610] learning_rate: 0.236135 loss_vfl: 1.269811 loss_bbox: 0.619322 loss_dfl: 0.468492 loss: 2.371980 eta: 1 day, 15:43:29 batch_cost: 0.8120 data_cost: 0.0012 ips: 59.1134 images/s [03/12 12:59:42] ppdet.engine INFO: Epoch: [24] [480/610] learning_rate: 0.236125 loss_vfl: 1.356241 loss_bbox: 0.656472 loss_dfl: 0.494693 loss: 2.482162 eta: 1 day, 15:43:12 batch_cost: 0.8515 data_cost: 0.0003 ips: 56.3740 images/s [03/12 13:00:00] ppdet.engine INFO: Epoch: [24] [500/610] learning_rate: 0.236114 loss_vfl: 1.285213 loss_bbox: 0.583997 loss_dfl: 0.459320 loss: 2.328798 eta: 1 day, 15:42:39 batch_cost: 0.7798 data_cost: 0.0003 ips: 61.5556 images/s [03/12 13:00:19] ppdet.engine INFO: Epoch: [24] [520/610] learning_rate: 0.236104 loss_vfl: 1.278839 loss_bbox: 0.622873 loss_dfl: 0.478240 loss: 2.389577 eta: 1 day, 15:42:27 batch_cost: 0.8773 data_cost: 0.0010 ips: 54.7161 images/s [03/12 13:00:38] ppdet.engine INFO: Epoch: [24] [540/610] learning_rate: 0.236093 loss_vfl: 1.251006 loss_bbox: 0.630711 loss_dfl: 0.478400 loss: 2.314032 eta: 1 day, 15:42:10 batch_cost: 0.8494 data_cost: 0.0014 ips: 56.5074 images/s [03/12 13:00:57] ppdet.engine INFO: Epoch: [24] [560/610] learning_rate: 0.236083 loss_vfl: 1.226719 loss_bbox: 0.582402 loss_dfl: 0.461714 loss: 2.267359 eta: 1 day, 15:41:53 batch_cost: 0.8521 data_cost: 0.0003 ips: 56.3318 images/s [03/12 13:01:15] ppdet.engine INFO: Epoch: [24] [580/610] learning_rate: 0.236072 loss_vfl: 1.187341 loss_bbox: 0.571220 loss_dfl: 0.442571 loss: 2.192825 eta: 1 day, 15:41:25 batch_cost: 0.8047 data_cost: 0.0004 ips: 59.6532 images/s [03/12 13:01:33] ppdet.engine INFO: Epoch: [24] [600/610] learning_rate: 0.236062 loss_vfl: 1.257679 loss_bbox: 0.617937 loss_dfl: 0.471370 loss: 2.335964 eta: 1 day, 15:40:58 batch_cost: 0.8040 data_cost: 0.0004 ips: 59.7021 images/s [03/12 13:01:47] ppdet.engine INFO: Epoch: [25] [ 0/610] learning_rate: 0.236057 loss_vfl: 1.220066 loss_bbox: 0.592849 loss_dfl: 0.453830 loss: 2.245446 eta: 1 day, 15:41:24 batch_cost: 0.9646 data_cost: 0.2103 ips: 49.7597 images/s [03/12 13:02:09] ppdet.engine INFO: Epoch: [25] [ 20/610] learning_rate: 0.236046 loss_vfl: 1.225282 loss_bbox: 0.610271 loss_dfl: 0.465424 loss: 2.343191 eta: 1 day, 15:41:31 batch_cost: 0.9604 data_cost: 0.0047 ips: 49.9803 images/s [03/12 13:02:27] ppdet.engine INFO: Epoch: [25] [ 40/610] learning_rate: 0.236036 loss_vfl: 1.163559 loss_bbox: 0.580149 loss_dfl: 0.448638 loss: 2.180701 eta: 1 day, 15:41:06 batch_cost: 0.8153 data_cost: 0.0004 ips: 58.8774 images/s [03/12 13:02:45] ppdet.engine INFO: Epoch: [25] [ 60/610] learning_rate: 0.236025 loss_vfl: 1.240186 loss_bbox: 0.628609 loss_dfl: 0.476409 loss: 2.365499 eta: 1 day, 15:40:35 batch_cost: 0.7882 data_cost: 0.0003 ips: 60.8976 images/s [03/12 13:03:04] ppdet.engine INFO: Epoch: [25] [ 80/610] learning_rate: 0.236015 loss_vfl: 1.279610 loss_bbox: 0.625821 loss_dfl: 0.486438 loss: 2.389656 eta: 1 day, 15:40:10 batch_cost: 0.8172 data_cost: 0.0003 ips: 58.7407 images/s [03/12 13:03:22] ppdet.engine INFO: Epoch: [25] [100/610] learning_rate: 0.236004 loss_vfl: 1.192505 loss_bbox: 0.578700 loss_dfl: 0.443170 loss: 2.195231 eta: 1 day, 15:39:47 batch_cost: 0.8223 data_cost: 0.0010 ips: 58.3699 images/s [03/12 13:03:42] ppdet.engine INFO: Epoch: [25] [120/610] learning_rate: 0.235993 loss_vfl: 1.261976 loss_bbox: 0.584929 loss_dfl: 0.466429 loss: 2.294831 eta: 1 day, 15:39:44 batch_cost: 0.9155 data_cost: 0.0003 ips: 52.4320 images/s [03/12 13:04:01] ppdet.engine INFO: Epoch: [25] [140/610] learning_rate: 0.235983 loss_vfl: 1.265312 loss_bbox: 0.598256 loss_dfl: 0.466950 loss: 2.332872 eta: 1 day, 15:39:17 batch_cost: 0.8051 data_cost: 0.0003 ips: 59.6194 images/s [03/12 13:04:20] ppdet.engine INFO: Epoch: [25] [160/610] learning_rate: 0.235972 loss_vfl: 1.142176 loss_bbox: 0.563737 loss_dfl: 0.444256 loss: 2.127615 eta: 1 day, 15:39:07 batch_cost: 0.8881 data_cost: 0.0014 ips: 54.0491 images/s [03/12 13:04:39] ppdet.engine INFO: Epoch: [25] [180/610] learning_rate: 0.235962 loss_vfl: 1.263863 loss_bbox: 0.590344 loss_dfl: 0.442208 loss: 2.314663 eta: 1 day, 15:38:47 batch_cost: 0.8381 data_cost: 0.0003 ips: 57.2723 images/s [03/12 13:04:57] ppdet.engine INFO: Epoch: [25] [200/610] learning_rate: 0.235951 loss_vfl: 1.245599 loss_bbox: 0.602796 loss_dfl: 0.466102 loss: 2.300117 eta: 1 day, 15:38:25 batch_cost: 0.8278 data_cost: 0.0003 ips: 57.9837 images/s [03/12 13:05:16] ppdet.engine INFO: Epoch: [25] [220/610] learning_rate: 0.235940 loss_vfl: 1.260208 loss_bbox: 0.601524 loss_dfl: 0.462011 loss: 2.351470 eta: 1 day, 15:38:00 batch_cost: 0.8121 data_cost: 0.0003 ips: 59.1033 images/s [03/12 13:05:35] ppdet.engine INFO: Epoch: [25] [240/610] learning_rate: 0.235930 loss_vfl: 1.255453 loss_bbox: 0.598984 loss_dfl: 0.468673 loss: 2.314335 eta: 1 day, 15:37:41 batch_cost: 0.8448 data_cost: 0.0009 ips: 56.8166 images/s [03/12 13:05:53] ppdet.engine INFO: Epoch: [25] [260/610] learning_rate: 0.235919 loss_vfl: 1.205596 loss_bbox: 0.578101 loss_dfl: 0.451540 loss: 2.226439 eta: 1 day, 15:37:14 batch_cost: 0.8054 data_cost: 0.0003 ips: 59.5963 images/s [03/12 13:06:11] ppdet.engine INFO: Epoch: [25] [280/610] learning_rate: 0.235908 loss_vfl: 1.262832 loss_bbox: 0.612617 loss_dfl: 0.478321 loss: 2.378461 eta: 1 day, 15:36:51 batch_cost: 0.8229 data_cost: 0.0003 ips: 58.3332 images/s [03/12 13:06:30] ppdet.engine INFO: Epoch: [25] [300/610] learning_rate: 0.235898 loss_vfl: 1.130914 loss_bbox: 0.572502 loss_dfl: 0.449268 loss: 2.142015 eta: 1 day, 15:36:27 batch_cost: 0.8207 data_cost: 0.0003 ips: 58.4876 images/s [03/12 13:06:48] ppdet.engine INFO: Epoch: [25] [320/610] learning_rate: 0.235887 loss_vfl: 1.277074 loss_bbox: 0.590320 loss_dfl: 0.458717 loss: 2.350978 eta: 1 day, 15:36:06 batch_cost: 0.8312 data_cost: 0.0003 ips: 57.7457 images/s [03/12 13:07:06] ppdet.engine INFO: Epoch: [25] [340/610] learning_rate: 0.235876 loss_vfl: 1.195274 loss_bbox: 0.611600 loss_dfl: 0.458025 loss: 2.225636 eta: 1 day, 15:35:44 batch_cost: 0.8271 data_cost: 0.0003 ips: 58.0361 images/s [03/12 13:07:24] ppdet.engine INFO: Epoch: [25] [360/610] learning_rate: 0.235866 loss_vfl: 1.230848 loss_bbox: 0.611735 loss_dfl: 0.453078 loss: 2.314409 eta: 1 day, 15:35:09 batch_cost: 0.7694 data_cost: 0.0003 ips: 62.3889 images/s [03/12 13:07:43] ppdet.engine INFO: Epoch: [25] [380/610] learning_rate: 0.235855 loss_vfl: 1.187110 loss_bbox: 0.587417 loss_dfl: 0.446968 loss: 2.202386 eta: 1 day, 15:34:53 batch_cost: 0.8556 data_cost: 0.0003 ips: 56.0998 images/s [03/12 13:08:02] ppdet.engine INFO: Epoch: [25] [400/610] learning_rate: 0.235844 loss_vfl: 1.236269 loss_bbox: 0.587580 loss_dfl: 0.448177 loss: 2.280416 eta: 1 day, 15:34:28 batch_cost: 0.8137 data_cost: 0.0003 ips: 58.9921 images/s [03/12 13:08:20] ppdet.engine INFO: Epoch: [25] [420/610] learning_rate: 0.235833 loss_vfl: 1.218431 loss_bbox: 0.601391 loss_dfl: 0.454399 loss: 2.272226 eta: 1 day, 15:33:59 batch_cost: 0.7979 data_cost: 0.0042 ips: 60.1559 images/s [03/12 13:08:38] ppdet.engine INFO: Epoch: [25] [440/610] learning_rate: 0.235823 loss_vfl: 1.257295 loss_bbox: 0.594139 loss_dfl: 0.453759 loss: 2.283374 eta: 1 day, 15:33:32 batch_cost: 0.8030 data_cost: 0.0003 ips: 59.7781 images/s [03/12 13:08:57] ppdet.engine INFO: Epoch: [25] [460/610] learning_rate: 0.235812 loss_vfl: 1.202458 loss_bbox: 0.584385 loss_dfl: 0.443649 loss: 2.219453 eta: 1 day, 15:33:18 batch_cost: 0.8639 data_cost: 0.0004 ips: 55.5608 images/s [03/12 13:09:16] ppdet.engine INFO: Epoch: [25] [480/610] learning_rate: 0.235801 loss_vfl: 1.218409 loss_bbox: 0.596562 loss_dfl: 0.450322 loss: 2.283026 eta: 1 day, 15:33:00 batch_cost: 0.8470 data_cost: 0.0003 ips: 56.6734 images/s [03/12 13:09:34] ppdet.engine INFO: Epoch: [25] [500/610] learning_rate: 0.235790 loss_vfl: 1.235680 loss_bbox: 0.616367 loss_dfl: 0.467261 loss: 2.297960 eta: 1 day, 15:32:41 batch_cost: 0.8421 data_cost: 0.0003 ips: 56.9976 images/s [03/12 13:09:53] ppdet.engine INFO: Epoch: [25] [520/610] learning_rate: 0.235779 loss_vfl: 1.187313 loss_bbox: 0.557429 loss_dfl: 0.443744 loss: 2.199075 eta: 1 day, 15:32:24 batch_cost: 0.8501 data_cost: 0.0003 ips: 56.4627 images/s [03/12 13:10:11] ppdet.engine INFO: Epoch: [25] [540/610] learning_rate: 0.235768 loss_vfl: 1.196633 loss_bbox: 0.561734 loss_dfl: 0.435888 loss: 2.209453 eta: 1 day, 15:32:06 batch_cost: 0.8490 data_cost: 0.0003 ips: 56.5398 images/s [03/12 13:10:31] ppdet.engine INFO: Epoch: [25] [560/610] learning_rate: 0.235758 loss_vfl: 1.235940 loss_bbox: 0.589050 loss_dfl: 0.450860 loss: 2.269609 eta: 1 day, 15:31:50 batch_cost: 0.8583 data_cost: 0.0003 ips: 55.9256 images/s [03/12 13:10:49] ppdet.engine INFO: Epoch: [25] [580/610] learning_rate: 0.235747 loss_vfl: 1.204517 loss_bbox: 0.556168 loss_dfl: 0.434586 loss: 2.216031 eta: 1 day, 15:31:32 batch_cost: 0.8446 data_cost: 0.0003 ips: 56.8293 images/s [03/12 13:11:08] ppdet.engine INFO: Epoch: [25] [600/610] learning_rate: 0.235736 loss_vfl: 1.236032 loss_bbox: 0.577664 loss_dfl: 0.469206 loss: 2.322901 eta: 1 day, 15:31:14 batch_cost: 0.8463 data_cost: 0.0010 ips: 56.7163 images/s [03/12 13:11:22] ppdet.engine INFO: Epoch: [26] [ 0/610] learning_rate: 0.235730 loss_vfl: 1.218901 loss_bbox: 0.595867 loss_dfl: 0.469909 loss: 2.306005 eta: 1 day, 15:31:49 batch_cost: 1.0542 data_cost: 0.1669 ips: 45.5301 images/s [03/12 13:11:43] ppdet.engine INFO: Epoch: [26] [ 20/610] learning_rate: 0.235719 loss_vfl: 1.236022 loss_bbox: 0.562946 loss_dfl: 0.449829 loss: 2.262579 eta: 1 day, 15:31:57 batch_cost: 0.9699 data_cost: 0.0065 ips: 49.4889 images/s [03/12 13:12:02] ppdet.engine INFO: Epoch: [26] [ 40/610] learning_rate: 0.235708 loss_vfl: 1.204265 loss_bbox: 0.591534 loss_dfl: 0.450631 loss: 2.232895 eta: 1 day, 15:31:33 batch_cost: 0.8157 data_cost: 0.0003 ips: 58.8435 images/s [03/12 13:12:20] ppdet.engine INFO: Epoch: [26] [ 60/610] learning_rate: 0.235697 loss_vfl: 1.220590 loss_bbox: 0.588779 loss_dfl: 0.458704 loss: 2.241405 eta: 1 day, 15:31:13 batch_cost: 0.8393 data_cost: 0.0003 ips: 57.1882 images/s [03/12 13:12:39] ppdet.engine INFO: Epoch: [26] [ 80/610] learning_rate: 0.235687 loss_vfl: 1.237768 loss_bbox: 0.588107 loss_dfl: 0.443752 loss: 2.305820 eta: 1 day, 15:30:54 batch_cost: 0.8403 data_cost: 0.0003 ips: 57.1242 images/s [03/12 13:12:58] ppdet.engine INFO: Epoch: [26] [100/610] learning_rate: 0.235676 loss_vfl: 1.230006 loss_bbox: 0.578263 loss_dfl: 0.447511 loss: 2.243275 eta: 1 day, 15:30:28 batch_cost: 0.8082 data_cost: 0.0003 ips: 59.3936 images/s [03/12 13:13:17] ppdet.engine INFO: Epoch: [26] [120/610] learning_rate: 0.235665 loss_vfl: 1.286558 loss_bbox: 0.603395 loss_dfl: 0.479268 loss: 2.384131 eta: 1 day, 15:30:11 batch_cost: 0.8525 data_cost: 0.0003 ips: 56.3068 images/s [03/12 13:13:36] ppdet.engine INFO: Epoch: [26] [140/610] learning_rate: 0.235654 loss_vfl: 1.195206 loss_bbox: 0.610176 loss_dfl: 0.459156 loss: 2.303090 eta: 1 day, 15:29:53 batch_cost: 0.8470 data_cost: 0.0003 ips: 56.6739 images/s [03/12 13:13:54] ppdet.engine INFO: Epoch: [26] [160/610] learning_rate: 0.235643 loss_vfl: 1.190911 loss_bbox: 0.556103 loss_dfl: 0.439497 loss: 2.193087 eta: 1 day, 15:29:32 batch_cost: 0.8308 data_cost: 0.0003 ips: 57.7778 images/s [03/12 13:14:13] ppdet.engine INFO: Epoch: [26] [180/610] learning_rate: 0.235632 loss_vfl: 1.264060 loss_bbox: 0.619488 loss_dfl: 0.476973 loss: 2.404708 eta: 1 day, 15:29:10 batch_cost: 0.8288 data_cost: 0.0010 ips: 57.9166 images/s [03/12 13:14:32] ppdet.engine INFO: Epoch: [26] [200/610] learning_rate: 0.235620 loss_vfl: 1.212219 loss_bbox: 0.556222 loss_dfl: 0.437790 loss: 2.206563 eta: 1 day, 15:28:53 batch_cost: 0.8530 data_cost: 0.0003 ips: 56.2711 images/s [03/12 13:14:50] ppdet.engine INFO: Epoch: [26] [220/610] learning_rate: 0.235609 loss_vfl: 1.295975 loss_bbox: 0.637536 loss_dfl: 0.478241 loss: 2.355711 eta: 1 day, 15:28:28 batch_cost: 0.8150 data_cost: 0.0003 ips: 58.8924 images/s [03/12 13:15:08] ppdet.engine INFO: Epoch: [26] [240/610] learning_rate: 0.235598 loss_vfl: 1.205759 loss_bbox: 0.567302 loss_dfl: 0.447099 loss: 2.247090 eta: 1 day, 15:28:04 batch_cost: 0.8169 data_cost: 0.0003 ips: 58.7558 images/s [03/12 13:15:27] ppdet.engine INFO: Epoch: [26] [260/610] learning_rate: 0.235587 loss_vfl: 1.222136 loss_bbox: 0.587984 loss_dfl: 0.447608 loss: 2.243573 eta: 1 day, 15:27:41 batch_cost: 0.8220 data_cost: 0.0003 ips: 58.3913 images/s [03/12 13:15:45] ppdet.engine INFO: Epoch: [26] [280/610] learning_rate: 0.235576 loss_vfl: 1.283356 loss_bbox: 0.605873 loss_dfl: 0.469083 loss: 2.336001 eta: 1 day, 15:27:16 batch_cost: 0.8116 data_cost: 0.0003 ips: 59.1442 images/s [03/12 13:16:03] ppdet.engine INFO: Epoch: [26] [300/610] learning_rate: 0.235565 loss_vfl: 1.201331 loss_bbox: 0.610203 loss_dfl: 0.472223 loss: 2.285743 eta: 1 day, 15:26:55 batch_cost: 0.8304 data_cost: 0.0003 ips: 57.8038 images/s [03/12 13:16:22] ppdet.engine INFO: Epoch: [26] [320/610] learning_rate: 0.235554 loss_vfl: 1.299545 loss_bbox: 0.616979 loss_dfl: 0.475755 loss: 2.375360 eta: 1 day, 15:26:38 batch_cost: 0.8545 data_cost: 0.0008 ips: 56.1758 images/s [03/12 13:16:40] ppdet.engine INFO: Epoch: [26] [340/610] learning_rate: 0.235543 loss_vfl: 1.240253 loss_bbox: 0.593548 loss_dfl: 0.455931 loss: 2.301195 eta: 1 day, 15:26:19 batch_cost: 0.8389 data_cost: 0.0003 ips: 57.2190 images/s [03/12 13:16:59] ppdet.engine INFO: Epoch: [26] [360/610] learning_rate: 0.235532 loss_vfl: 1.291330 loss_bbox: 0.664953 loss_dfl: 0.502561 loss: 2.443885 eta: 1 day, 15:25:59 batch_cost: 0.8402 data_cost: 0.0003 ips: 57.1302 images/s [03/12 13:17:17] ppdet.engine INFO: Epoch: [26] [380/610] learning_rate: 0.235520 loss_vfl: 1.304045 loss_bbox: 0.649965 loss_dfl: 0.516497 loss: 2.468730 eta: 1 day, 15:25:34 batch_cost: 0.8096 data_cost: 0.0003 ips: 59.2917 images/s [03/12 13:17:36] ppdet.engine INFO: Epoch: [26] [400/610] learning_rate: 0.235509 loss_vfl: 1.261039 loss_bbox: 0.583745 loss_dfl: 0.465067 loss: 2.319239 eta: 1 day, 15:25:15 batch_cost: 0.8397 data_cost: 0.0003 ips: 57.1655 images/s [03/12 13:17:54] ppdet.engine INFO: Epoch: [26] [420/610] learning_rate: 0.235498 loss_vfl: 1.215567 loss_bbox: 0.579740 loss_dfl: 0.459179 loss: 2.251356 eta: 1 day, 15:24:47 batch_cost: 0.8020 data_cost: 0.0003 ips: 59.8514 images/s [03/12 13:18:13] ppdet.engine INFO: Epoch: [26] [440/610] learning_rate: 0.235487 loss_vfl: 1.181422 loss_bbox: 0.560847 loss_dfl: 0.426029 loss: 2.150571 eta: 1 day, 15:24:19 batch_cost: 0.7957 data_cost: 0.0010 ips: 60.3210 images/s [03/12 13:18:32] ppdet.engine INFO: Epoch: [26] [460/610] learning_rate: 0.235476 loss_vfl: 1.268920 loss_bbox: 0.639479 loss_dfl: 0.478740 loss: 2.405324 eta: 1 day, 15:24:02 batch_cost: 0.8491 data_cost: 0.0003 ips: 56.5321 images/s [03/12 13:18:50] ppdet.engine INFO: Epoch: [26] [480/610] learning_rate: 0.235464 loss_vfl: 1.173375 loss_bbox: 0.568389 loss_dfl: 0.440189 loss: 2.138810 eta: 1 day, 15:23:39 batch_cost: 0.8228 data_cost: 0.0003 ips: 58.3396 images/s [03/12 13:19:09] ppdet.engine INFO: Epoch: [26] [500/610] learning_rate: 0.235453 loss_vfl: 1.241338 loss_bbox: 0.580875 loss_dfl: 0.457338 loss: 2.305322 eta: 1 day, 15:23:22 batch_cost: 0.8535 data_cost: 0.0003 ips: 56.2358 images/s [03/12 13:19:28] ppdet.engine INFO: Epoch: [26] [520/610] learning_rate: 0.235442 loss_vfl: 1.136980 loss_bbox: 0.556751 loss_dfl: 0.422002 loss: 2.111086 eta: 1 day, 15:23:12 batch_cost: 0.8811 data_cost: 0.0003 ips: 54.4802 images/s [03/12 13:19:47] ppdet.engine INFO: Epoch: [26] [540/610] learning_rate: 0.235431 loss_vfl: 1.217891 loss_bbox: 0.594347 loss_dfl: 0.452466 loss: 2.274928 eta: 1 day, 15:22:57 batch_cost: 0.8621 data_cost: 0.0003 ips: 55.6785 images/s [03/12 13:20:06] ppdet.engine INFO: Epoch: [26] [560/610] learning_rate: 0.235419 loss_vfl: 1.276881 loss_bbox: 0.613381 loss_dfl: 0.486840 loss: 2.393749 eta: 1 day, 15:22:40 batch_cost: 0.8519 data_cost: 0.0003 ips: 56.3439 images/s [03/12 13:20:25] ppdet.engine INFO: Epoch: [26] [580/610] learning_rate: 0.235408 loss_vfl: 1.183192 loss_bbox: 0.569939 loss_dfl: 0.447390 loss: 2.194821 eta: 1 day, 15:22:30 batch_cost: 0.8843 data_cost: 0.0003 ips: 54.2787 images/s [03/12 13:20:43] ppdet.engine INFO: Epoch: [26] [600/610] learning_rate: 0.235397 loss_vfl: 1.240126 loss_bbox: 0.634090 loss_dfl: 0.479164 loss: 2.352272 eta: 1 day, 15:22:05 batch_cost: 0.8119 data_cost: 0.0004 ips: 59.1209 images/s [03/12 13:20:58] ppdet.engine INFO: Epoch: [27] [ 0/610] learning_rate: 0.235391 loss_vfl: 1.264272 loss_bbox: 0.599543 loss_dfl: 0.464690 loss: 2.338392 eta: 1 day, 15:22:36 batch_cost: 1.0403 data_cost: 0.1857 ips: 46.1415 images/s [03/12 13:21:18] ppdet.engine INFO: Epoch: [27] [ 20/610] learning_rate: 0.235380 loss_vfl: 1.181167 loss_bbox: 0.554627 loss_dfl: 0.431920 loss: 2.151967 eta: 1 day, 15:22:33 batch_cost: 0.9216 data_cost: 0.0003 ips: 52.0807 images/s [03/12 13:21:37] ppdet.engine INFO: Epoch: [27] [ 40/610] learning_rate: 0.235368 loss_vfl: 1.259038 loss_bbox: 0.594617 loss_dfl: 0.474775 loss: 2.321881 eta: 1 day, 15:22:14 batch_cost: 0.8436 data_cost: 0.0009 ips: 56.8977 images/s [03/12 13:21:57] ppdet.engine INFO: Epoch: [27] [ 60/610] learning_rate: 0.235357 loss_vfl: 1.261353 loss_bbox: 0.604551 loss_dfl: 0.461017 loss: 2.329771 eta: 1 day, 15:22:01 batch_cost: 0.8706 data_cost: 0.0003 ips: 55.1361 images/s [03/12 13:22:15] ppdet.engine INFO: Epoch: [27] [ 80/610] learning_rate: 0.235346 loss_vfl: 1.209472 loss_bbox: 0.616897 loss_dfl: 0.459615 loss: 2.308069 eta: 1 day, 15:21:38 batch_cost: 0.8185 data_cost: 0.0003 ips: 58.6406 images/s [03/12 13:22:33] ppdet.engine INFO: Epoch: [27] [100/610] learning_rate: 0.235334 loss_vfl: 1.237927 loss_bbox: 0.596534 loss_dfl: 0.464703 loss: 2.317938 eta: 1 day, 15:21:12 batch_cost: 0.8066 data_cost: 0.0005 ips: 59.5093 images/s [03/12 13:22:52] ppdet.engine INFO: Epoch: [27] [120/610] learning_rate: 0.235323 loss_vfl: 1.225504 loss_bbox: 0.598647 loss_dfl: 0.462180 loss: 2.281809 eta: 1 day, 15:20:58 batch_cost: 0.8664 data_cost: 0.0003 ips: 55.4042 images/s [03/12 13:23:11] ppdet.engine INFO: Epoch: [27] [140/610] learning_rate: 0.235312 loss_vfl: 1.209174 loss_bbox: 0.605326 loss_dfl: 0.464461 loss: 2.284035 eta: 1 day, 15:20:43 batch_cost: 0.8657 data_cost: 0.0003 ips: 55.4459 images/s [03/12 13:23:30] ppdet.engine INFO: Epoch: [27] [160/610] learning_rate: 0.235300 loss_vfl: 1.259389 loss_bbox: 0.624399 loss_dfl: 0.471852 loss: 2.345628 eta: 1 day, 15:20:23 batch_cost: 0.8327 data_cost: 0.0003 ips: 57.6440 images/s [03/12 13:23:49] ppdet.engine INFO: Epoch: [27] [180/610] learning_rate: 0.235289 loss_vfl: 1.249023 loss_bbox: 0.638542 loss_dfl: 0.488008 loss: 2.418573 eta: 1 day, 15:20:03 batch_cost: 0.8376 data_cost: 0.0003 ips: 57.3059 images/s [03/12 13:24:08] ppdet.engine INFO: Epoch: [27] [200/610] learning_rate: 0.235277 loss_vfl: 1.207951 loss_bbox: 0.584792 loss_dfl: 0.455109 loss: 2.257110 eta: 1 day, 15:19:52 batch_cost: 0.8817 data_cost: 0.0014 ips: 54.4385 images/s [03/12 13:24:27] ppdet.engine INFO: Epoch: [27] [220/610] learning_rate: 0.235266 loss_vfl: 1.248577 loss_bbox: 0.613501 loss_dfl: 0.478347 loss: 2.327682 eta: 1 day, 15:19:35 batch_cost: 0.8499 data_cost: 0.0032 ips: 56.4764 images/s [03/12 13:24:45] ppdet.engine INFO: Epoch: [27] [240/610] learning_rate: 0.235254 loss_vfl: 1.201662 loss_bbox: 0.574147 loss_dfl: 0.449794 loss: 2.227755 eta: 1 day, 15:19:09 batch_cost: 0.8094 data_cost: 0.0003 ips: 59.3031 images/s [03/12 13:25:04] ppdet.engine INFO: Epoch: [27] [260/610] learning_rate: 0.235243 loss_vfl: 1.165997 loss_bbox: 0.622836 loss_dfl: 0.460560 loss: 2.245312 eta: 1 day, 15:18:50 batch_cost: 0.8385 data_cost: 0.0003 ips: 57.2459 images/s [03/12 13:25:22] ppdet.engine INFO: Epoch: [27] [280/610] learning_rate: 0.235231 loss_vfl: 1.214863 loss_bbox: 0.577439 loss_dfl: 0.430585 loss: 2.188023 eta: 1 day, 15:18:30 batch_cost: 0.8378 data_cost: 0.0003 ips: 57.2915 images/s [03/12 13:25:41] ppdet.engine INFO: Epoch: [27] [300/610] learning_rate: 0.235220 loss_vfl: 1.275658 loss_bbox: 0.644882 loss_dfl: 0.482313 loss: 2.402853 eta: 1 day, 15:18:09 batch_cost: 0.8322 data_cost: 0.0003 ips: 57.6793 images/s [03/12 13:25:59] ppdet.engine INFO: Epoch: [27] [320/610] learning_rate: 0.235208 loss_vfl: 1.256351 loss_bbox: 0.604200 loss_dfl: 0.467770 loss: 2.319179 eta: 1 day, 15:17:40 batch_cost: 0.7905 data_cost: 0.0003 ips: 60.7234 images/s [03/12 13:26:17] ppdet.engine INFO: Epoch: [27] [340/610] learning_rate: 0.235197 loss_vfl: 1.292515 loss_bbox: 0.608757 loss_dfl: 0.488032 loss: 2.372374 eta: 1 day, 15:17:20 batch_cost: 0.8351 data_cost: 0.0003 ips: 57.4748 images/s [03/12 13:26:37] ppdet.engine INFO: Epoch: [27] [360/610] learning_rate: 0.235185 loss_vfl: 1.265660 loss_bbox: 0.601931 loss_dfl: 0.476704 loss: 2.353296 eta: 1 day, 15:17:03 batch_cost: 0.8505 data_cost: 0.0003 ips: 56.4369 images/s [03/12 13:26:55] ppdet.engine INFO: Epoch: [27] [380/610] learning_rate: 0.235173 loss_vfl: 1.264699 loss_bbox: 0.618505 loss_dfl: 0.471318 loss: 2.386527 eta: 1 day, 15:16:48 batch_cost: 0.8629 data_cost: 0.0003 ips: 55.6296 images/s [03/12 13:27:13] ppdet.engine INFO: Epoch: [27] [400/610] learning_rate: 0.235162 loss_vfl: 1.277882 loss_bbox: 0.609730 loss_dfl: 0.475649 loss: 2.344117 eta: 1 day, 15:16:20 batch_cost: 0.7949 data_cost: 0.0003 ips: 60.3863 images/s [03/12 13:27:31] ppdet.engine INFO: Epoch: [27] [420/610] learning_rate: 0.235150 loss_vfl: 1.286330 loss_bbox: 0.680050 loss_dfl: 0.510276 loss: 2.458819 eta: 1 day, 15:15:51 batch_cost: 0.7880 data_cost: 0.0003 ips: 60.9151 images/s [03/12 13:27:50] ppdet.engine INFO: Epoch: [27] [440/610] learning_rate: 0.235139 loss_vfl: 1.259402 loss_bbox: 0.593053 loss_dfl: 0.462491 loss: 2.307448 eta: 1 day, 15:15:30 batch_cost: 0.8304 data_cost: 0.0003 ips: 57.8046 images/s [03/12 13:28:09] ppdet.engine INFO: Epoch: [27] [460/610] learning_rate: 0.235127 loss_vfl: 1.171467 loss_bbox: 0.589789 loss_dfl: 0.450955 loss: 2.193881 eta: 1 day, 15:15:07 batch_cost: 0.8202 data_cost: 0.0003 ips: 58.5254 images/s [03/12 13:28:27] ppdet.engine INFO: Epoch: [27] [480/610] learning_rate: 0.235115 loss_vfl: 1.227169 loss_bbox: 0.614336 loss_dfl: 0.471044 loss: 2.315914 eta: 1 day, 15:14:47 batch_cost: 0.8351 data_cost: 0.0003 ips: 57.4792 images/s [03/12 13:28:46] ppdet.engine INFO: Epoch: [27] [500/610] learning_rate: 0.235104 loss_vfl: 1.329592 loss_bbox: 0.650711 loss_dfl: 0.490971 loss: 2.461926 eta: 1 day, 15:14:26 batch_cost: 0.8328 data_cost: 0.0003 ips: 57.6403 images/s [03/12 13:29:05] ppdet.engine INFO: Epoch: [27] [520/610] learning_rate: 0.235092 loss_vfl: 1.200977 loss_bbox: 0.604999 loss_dfl: 0.471883 loss: 2.262981 eta: 1 day, 15:14:11 batch_cost: 0.8595 data_cost: 0.0003 ips: 55.8491 images/s [03/12 13:29:23] ppdet.engine INFO: Epoch: [27] [540/610] learning_rate: 0.235080 loss_vfl: 1.281711 loss_bbox: 0.626768 loss_dfl: 0.473781 loss: 2.384200 eta: 1 day, 15:13:44 batch_cost: 0.8022 data_cost: 0.0014 ips: 59.8331 images/s [03/12 13:29:42] ppdet.engine INFO: Epoch: [27] [560/610] learning_rate: 0.235069 loss_vfl: 1.255173 loss_bbox: 0.604069 loss_dfl: 0.469179 loss: 2.344275 eta: 1 day, 15:13:24 batch_cost: 0.8357 data_cost: 0.0003 ips: 57.4380 images/s [03/12 13:30:01] ppdet.engine INFO: Epoch: [27] [580/610] learning_rate: 0.235057 loss_vfl: 1.242401 loss_bbox: 0.618653 loss_dfl: 0.473365 loss: 2.325552 eta: 1 day, 15:13:09 batch_cost: 0.8607 data_cost: 0.0003 ips: 55.7703 images/s [03/12 13:30:20] ppdet.engine INFO: Epoch: [27] [600/610] learning_rate: 0.235045 loss_vfl: 1.299233 loss_bbox: 0.637070 loss_dfl: 0.485252 loss: 2.419655 eta: 1 day, 15:12:51 batch_cost: 0.8471 data_cost: 0.0004 ips: 56.6644 images/s [03/12 13:30:34] ppdet.engine INFO: Epoch: [28] [ 0/610] learning_rate: 0.235039 loss_vfl: 1.203748 loss_bbox: 0.580007 loss_dfl: 0.455477 loss: 2.282347 eta: 1 day, 15:13:20 batch_cost: 1.0311 data_cost: 0.1611 ips: 46.5540 images/s [03/12 13:30:55] ppdet.engine INFO: Epoch: [28] [ 20/610] learning_rate: 0.235028 loss_vfl: 1.263101 loss_bbox: 0.622014 loss_dfl: 0.477960 loss: 2.372696 eta: 1 day, 15:13:17 batch_cost: 0.9209 data_cost: 0.0008 ips: 52.1202 images/s [03/12 13:31:14] ppdet.engine INFO: Epoch: [28] [ 40/610] learning_rate: 0.235016 loss_vfl: 1.199265 loss_bbox: 0.570953 loss_dfl: 0.443632 loss: 2.207296 eta: 1 day, 15:13:03 batch_cost: 0.8657 data_cost: 0.0009 ips: 55.4436 images/s [03/12 13:31:33] ppdet.engine INFO: Epoch: [28] [ 60/610] learning_rate: 0.235004 loss_vfl: 1.224763 loss_bbox: 0.593573 loss_dfl: 0.458730 loss: 2.258313 eta: 1 day, 15:12:43 batch_cost: 0.8357 data_cost: 0.0010 ips: 57.4337 images/s [03/12 13:31:52] ppdet.engine INFO: Epoch: [28] [ 80/610] learning_rate: 0.234992 loss_vfl: 1.249897 loss_bbox: 0.592179 loss_dfl: 0.470650 loss: 2.326269 eta: 1 day, 15:12:23 batch_cost: 0.8357 data_cost: 0.0003 ips: 57.4345 images/s [03/12 13:32:10] ppdet.engine INFO: Epoch: [28] [100/610] learning_rate: 0.234980 loss_vfl: 1.249079 loss_bbox: 0.594137 loss_dfl: 0.461388 loss: 2.290777 eta: 1 day, 15:12:01 batch_cost: 0.8248 data_cost: 0.0003 ips: 58.1931 images/s [03/12 13:32:29] ppdet.engine INFO: Epoch: [28] [120/610] learning_rate: 0.234969 loss_vfl: 1.260492 loss_bbox: 0.626147 loss_dfl: 0.481271 loss: 2.349475 eta: 1 day, 15:11:38 batch_cost: 0.8235 data_cost: 0.0003 ips: 58.2854 images/s [03/12 13:32:47] ppdet.engine INFO: Epoch: [28] [140/610] learning_rate: 0.234957 loss_vfl: 1.214158 loss_bbox: 0.576498 loss_dfl: 0.459340 loss: 2.270591 eta: 1 day, 15:11:21 batch_cost: 0.8502 data_cost: 0.0003 ips: 56.4593 images/s [03/12 13:33:06] ppdet.engine INFO: Epoch: [28] [160/610] learning_rate: 0.234945 loss_vfl: 1.283705 loss_bbox: 0.637971 loss_dfl: 0.491194 loss: 2.403115 eta: 1 day, 15:10:56 batch_cost: 0.8090 data_cost: 0.0003 ips: 59.3317 images/s [03/12 13:33:24] ppdet.engine INFO: Epoch: [28] [180/610] learning_rate: 0.234933 loss_vfl: 1.209609 loss_bbox: 0.584993 loss_dfl: 0.442246 loss: 2.221663 eta: 1 day, 15:10:36 batch_cost: 0.8344 data_cost: 0.0003 ips: 57.5260 images/s [03/12 13:33:44] ppdet.engine INFO: Epoch: [28] [200/610] learning_rate: 0.234921 loss_vfl: 1.245008 loss_bbox: 0.589989 loss_dfl: 0.459441 loss: 2.307471 eta: 1 day, 15:10:26 batch_cost: 0.8860 data_cost: 0.0003 ips: 54.1756 images/s [03/12 13:34:02] ppdet.engine INFO: Epoch: [28] [220/610] learning_rate: 0.234909 loss_vfl: 1.305807 loss_bbox: 0.605458 loss_dfl: 0.467095 loss: 2.369474 eta: 1 day, 15:10:08 batch_cost: 0.8501 data_cost: 0.0003 ips: 56.4655 images/s [03/12 13:34:21] ppdet.engine INFO: Epoch: [28] [240/610] learning_rate: 0.234897 loss_vfl: 1.242223 loss_bbox: 0.606234 loss_dfl: 0.470297 loss: 2.345312 eta: 1 day, 15:09:53 batch_cost: 0.8596 data_cost: 0.0003 ips: 55.8427 images/s [03/12 13:34:41] ppdet.engine INFO: Epoch: [28] [260/610] learning_rate: 0.234885 loss_vfl: 1.219354 loss_bbox: 0.599164 loss_dfl: 0.456806 loss: 2.284277 eta: 1 day, 15:09:41 batch_cost: 0.8770 data_cost: 0.0004 ips: 54.7300 images/s [03/12 13:34:58] ppdet.engine INFO: Epoch: [28] [280/610] learning_rate: 0.234874 loss_vfl: 1.244497 loss_bbox: 0.609404 loss_dfl: 0.468890 loss: 2.336001 eta: 1 day, 15:09:10 batch_cost: 0.7789 data_cost: 0.0007 ips: 61.6258 images/s [03/12 13:35:17] ppdet.engine INFO: Epoch: [28] [300/610] learning_rate: 0.234862 loss_vfl: 1.333070 loss_bbox: 0.610550 loss_dfl: 0.480563 loss: 2.453859 eta: 1 day, 15:08:44 batch_cost: 0.8034 data_cost: 0.0009 ips: 59.7451 images/s [03/12 13:35:36] ppdet.engine INFO: Epoch: [28] [320/610] learning_rate: 0.234850 loss_vfl: 1.265044 loss_bbox: 0.610021 loss_dfl: 0.465926 loss: 2.310085 eta: 1 day, 15:08:31 batch_cost: 0.8697 data_cost: 0.0003 ips: 55.1910 images/s [03/12 13:35:54] ppdet.engine INFO: Epoch: [28] [340/610] learning_rate: 0.234838 loss_vfl: 1.211210 loss_bbox: 0.617784 loss_dfl: 0.465915 loss: 2.300126 eta: 1 day, 15:08:06 batch_cost: 0.8093 data_cost: 0.0003 ips: 59.3120 images/s [03/12 13:36:14] ppdet.engine INFO: Epoch: [28] [360/610] learning_rate: 0.234826 loss_vfl: 1.269369 loss_bbox: 0.628697 loss_dfl: 0.481918 loss: 2.399871 eta: 1 day, 15:07:51 batch_cost: 0.8629 data_cost: 0.0003 ips: 55.6278 images/s [03/12 13:36:32] ppdet.engine INFO: Epoch: [28] [380/610] learning_rate: 0.234814 loss_vfl: 1.260986 loss_bbox: 0.630659 loss_dfl: 0.476418 loss: 2.349207 eta: 1 day, 15:07:25 batch_cost: 0.8046 data_cost: 0.0003 ips: 59.6571 images/s [03/12 13:36:51] ppdet.engine INFO: Epoch: [28] [400/610] learning_rate: 0.234802 loss_vfl: 1.337668 loss_bbox: 0.695057 loss_dfl: 0.512678 loss: 2.551617 eta: 1 day, 15:07:09 batch_cost: 0.8561 data_cost: 0.0012 ips: 56.0677 images/s [03/12 13:37:10] ppdet.engine INFO: Epoch: [28] [420/610] learning_rate: 0.234790 loss_vfl: 1.252055 loss_bbox: 0.618600 loss_dfl: 0.461593 loss: 2.305941 eta: 1 day, 15:06:45 batch_cost: 0.8124 data_cost: 0.0003 ips: 59.0821 images/s [03/12 13:37:28] ppdet.engine INFO: Epoch: [28] [440/610] learning_rate: 0.234778 loss_vfl: 1.240026 loss_bbox: 0.609969 loss_dfl: 0.480090 loss: 2.323806 eta: 1 day, 15:06:22 batch_cost: 0.8209 data_cost: 0.0008 ips: 58.4719 images/s [03/12 13:37:47] ppdet.engine INFO: Epoch: [28] [460/610] learning_rate: 0.234766 loss_vfl: 1.207479 loss_bbox: 0.588090 loss_dfl: 0.447247 loss: 2.217663 eta: 1 day, 15:06:08 batch_cost: 0.8674 data_cost: 0.0003 ips: 55.3350 images/s [03/12 13:38:06] ppdet.engine INFO: Epoch: [28] [480/610] learning_rate: 0.234754 loss_vfl: 1.262084 loss_bbox: 0.613484 loss_dfl: 0.474925 loss: 2.359869 eta: 1 day, 15:05:54 batch_cost: 0.8662 data_cost: 0.0003 ips: 55.4113 images/s [03/12 13:38:24] ppdet.engine INFO: Epoch: [28] [500/610] learning_rate: 0.234741 loss_vfl: 1.217646 loss_bbox: 0.574427 loss_dfl: 0.446671 loss: 2.243559 eta: 1 day, 15:05:33 batch_cost: 0.8258 data_cost: 0.0003 ips: 58.1249 images/s [03/12 13:38:43] ppdet.engine INFO: Epoch: [28] [520/610] learning_rate: 0.234729 loss_vfl: 1.273584 loss_bbox: 0.612039 loss_dfl: 0.474807 loss: 2.385488 eta: 1 day, 15:05:07 batch_cost: 0.8057 data_cost: 0.0009 ips: 59.5761 images/s [03/12 13:39:01] ppdet.engine INFO: Epoch: [28] [540/610] learning_rate: 0.234717 loss_vfl: 1.253311 loss_bbox: 0.586177 loss_dfl: 0.455093 loss: 2.317711 eta: 1 day, 15:04:48 batch_cost: 0.8398 data_cost: 0.0003 ips: 57.1569 images/s [03/12 13:39:19] ppdet.engine INFO: Epoch: [28] [560/610] learning_rate: 0.234705 loss_vfl: 1.220737 loss_bbox: 0.600141 loss_dfl: 0.458740 loss: 2.306998 eta: 1 day, 15:04:20 batch_cost: 0.7929 data_cost: 0.0003 ips: 60.5373 images/s [03/12 13:39:37] ppdet.engine INFO: Epoch: [28] [580/610] learning_rate: 0.234693 loss_vfl: 1.218092 loss_bbox: 0.603979 loss_dfl: 0.457807 loss: 2.267344 eta: 1 day, 15:03:57 batch_cost: 0.8196 data_cost: 0.0008 ips: 58.5670 images/s [03/12 13:39:56] ppdet.engine INFO: Epoch: [28] [600/610] learning_rate: 0.234681 loss_vfl: 1.172877 loss_bbox: 0.551779 loss_dfl: 0.423918 loss: 2.145532 eta: 1 day, 15:03:38 batch_cost: 0.8386 data_cost: 0.0010 ips: 57.2404 images/s [03/12 13:40:12] ppdet.engine INFO: Epoch: [29] [ 0/610] learning_rate: 0.234675 loss_vfl: 1.197422 loss_bbox: 0.567646 loss_dfl: 0.433890 loss: 2.208300 eta: 1 day, 15:04:23 batch_cost: 1.1296 data_cost: 0.2260 ips: 42.4924 images/s [03/12 13:40:32] ppdet.engine INFO: Epoch: [29] [ 20/610] learning_rate: 0.234663 loss_vfl: 1.229997 loss_bbox: 0.606473 loss_dfl: 0.469900 loss: 2.332032 eta: 1 day, 15:04:12 batch_cost: 0.8822 data_cost: 0.0003 ips: 54.4088 images/s [03/12 13:40:50] ppdet.engine INFO: Epoch: [29] [ 40/610] learning_rate: 0.234650 loss_vfl: 1.211869 loss_bbox: 0.600345 loss_dfl: 0.464683 loss: 2.276897 eta: 1 day, 15:03:56 batch_cost: 0.8538 data_cost: 0.0002 ips: 56.2193 images/s [03/12 13:41:08] ppdet.engine INFO: Epoch: [29] [ 60/610] learning_rate: 0.234638 loss_vfl: 1.201374 loss_bbox: 0.571783 loss_dfl: 0.453612 loss: 2.224555 eta: 1 day, 15:03:29 batch_cost: 0.7967 data_cost: 0.0003 ips: 60.2509 images/s [03/12 13:41:27] ppdet.engine INFO: Epoch: [29] [ 80/610] learning_rate: 0.234626 loss_vfl: 1.270825 loss_bbox: 0.609635 loss_dfl: 0.470646 loss: 2.353343 eta: 1 day, 15:03:07 batch_cost: 0.8262 data_cost: 0.0003 ips: 58.0966 images/s [03/12 13:41:46] ppdet.engine INFO: Epoch: [29] [100/610] learning_rate: 0.234614 loss_vfl: 1.150517 loss_bbox: 0.547662 loss_dfl: 0.422902 loss: 2.117931 eta: 1 day, 15:02:49 batch_cost: 0.8443 data_cost: 0.0003 ips: 56.8497 images/s [03/12 13:42:04] ppdet.engine INFO: Epoch: [29] [120/610] learning_rate: 0.234602 loss_vfl: 1.289609 loss_bbox: 0.633293 loss_dfl: 0.478014 loss: 2.399594 eta: 1 day, 15:02:29 batch_cost: 0.8343 data_cost: 0.0014 ips: 57.5318 images/s [03/12 13:42:23] ppdet.engine INFO: Epoch: [29] [140/610] learning_rate: 0.234589 loss_vfl: 1.210959 loss_bbox: 0.588421 loss_dfl: 0.450518 loss: 2.256659 eta: 1 day, 15:02:11 batch_cost: 0.8452 data_cost: 0.0003 ips: 56.7919 images/s [03/12 13:42:41] ppdet.engine INFO: Epoch: [29] [160/610] learning_rate: 0.234577 loss_vfl: 1.233257 loss_bbox: 0.598621 loss_dfl: 0.473078 loss: 2.340610 eta: 1 day, 15:01:46 batch_cost: 0.8097 data_cost: 0.0003 ips: 59.2832 images/s [03/12 13:43:01] ppdet.engine INFO: Epoch: [29] [180/610] learning_rate: 0.234565 loss_vfl: 1.205695 loss_bbox: 0.609131 loss_dfl: 0.449585 loss: 2.257119 eta: 1 day, 15:01:36 batch_cost: 0.8877 data_cost: 0.0015 ips: 54.0739 images/s [03/12 13:43:19] ppdet.engine INFO: Epoch: [29] [200/610] learning_rate: 0.234553 loss_vfl: 1.179156 loss_bbox: 0.549656 loss_dfl: 0.433677 loss: 2.145874 eta: 1 day, 15:01:12 batch_cost: 0.8132 data_cost: 0.0003 ips: 59.0263 images/s [03/12 13:43:38] ppdet.engine INFO: Epoch: [29] [220/610] learning_rate: 0.234540 loss_vfl: 1.201538 loss_bbox: 0.591299 loss_dfl: 0.462967 loss: 2.231755 eta: 1 day, 15:00:56 batch_cost: 0.8572 data_cost: 0.0003 ips: 55.9959 images/s [03/12 13:43:56] ppdet.engine INFO: Epoch: [29] [240/610] learning_rate: 0.234528 loss_vfl: 1.201856 loss_bbox: 0.609596 loss_dfl: 0.457752 loss: 2.256988 eta: 1 day, 15:00:33 batch_cost: 0.8154 data_cost: 0.0009 ips: 58.8674 images/s [03/12 13:44:14] ppdet.engine INFO: Epoch: [29] [260/610] learning_rate: 0.234516 loss_vfl: 1.259191 loss_bbox: 0.643519 loss_dfl: 0.482464 loss: 2.363959 eta: 1 day, 15:00:14 batch_cost: 0.8410 data_cost: 0.0010 ips: 57.0721 images/s [03/12 13:44:33] ppdet.engine INFO: Epoch: [29] [280/610] learning_rate: 0.234503 loss_vfl: 1.234354 loss_bbox: 0.617905 loss_dfl: 0.460593 loss: 2.324336 eta: 1 day, 14:59:52 batch_cost: 0.8225 data_cost: 0.0003 ips: 58.3570 images/s [03/12 13:44:51] ppdet.engine INFO: Epoch: [29] [300/610] learning_rate: 0.234491 loss_vfl: 1.246860 loss_bbox: 0.603616 loss_dfl: 0.466928 loss: 2.333210 eta: 1 day, 14:59:24 batch_cost: 0.7928 data_cost: 0.0003 ips: 60.5446 images/s [03/12 13:45:09] ppdet.engine INFO: Epoch: [29] [320/610] learning_rate: 0.234479 loss_vfl: 1.278114 loss_bbox: 0.617477 loss_dfl: 0.471166 loss: 2.364413 eta: 1 day, 14:59:04 batch_cost: 0.8334 data_cost: 0.0003 ips: 57.5957 images/s [03/12 13:45:28] ppdet.engine INFO: Epoch: [29] [340/610] learning_rate: 0.234466 loss_vfl: 1.346304 loss_bbox: 0.657094 loss_dfl: 0.494934 loss: 2.538618 eta: 1 day, 14:58:48 batch_cost: 0.8569 data_cost: 0.0008 ips: 56.0174 images/s [03/12 13:45:47] ppdet.engine INFO: Epoch: [29] [360/610] learning_rate: 0.234454 loss_vfl: 1.219061 loss_bbox: 0.585502 loss_dfl: 0.461334 loss: 2.279980 eta: 1 day, 14:58:35 batch_cost: 0.8738 data_cost: 0.0003 ips: 54.9331 images/s [03/12 13:46:05] ppdet.engine INFO: Epoch: [29] [380/610] learning_rate: 0.234441 loss_vfl: 1.274544 loss_bbox: 0.634917 loss_dfl: 0.489484 loss: 2.392115 eta: 1 day, 14:58:12 batch_cost: 0.8152 data_cost: 0.0003 ips: 58.8847 images/s [03/12 13:46:24] ppdet.engine INFO: Epoch: [29] [400/610] learning_rate: 0.234429 loss_vfl: 1.238271 loss_bbox: 0.595597 loss_dfl: 0.465638 loss: 2.290620 eta: 1 day, 14:57:53 batch_cost: 0.8443 data_cost: 0.0003 ips: 56.8507 images/s [03/12 13:46:41] ppdet.engine INFO: Epoch: [29] [420/610] learning_rate: 0.234417 loss_vfl: 1.235173 loss_bbox: 0.593999 loss_dfl: 0.453234 loss: 2.255039 eta: 1 day, 14:57:30 batch_cost: 0.8133 data_cost: 0.0003 ips: 59.0155 images/s [03/12 13:47:00] ppdet.engine INFO: Epoch: [29] [440/610] learning_rate: 0.234404 loss_vfl: 1.185320 loss_bbox: 0.572582 loss_dfl: 0.440033 loss: 2.186061 eta: 1 day, 14:57:08 batch_cost: 0.8279 data_cost: 0.0008 ips: 57.9775 images/s [03/12 13:47:19] ppdet.engine INFO: Epoch: [29] [460/610] learning_rate: 0.234392 loss_vfl: 1.277391 loss_bbox: 0.657659 loss_dfl: 0.500465 loss: 2.442791 eta: 1 day, 14:56:56 batch_cost: 0.8735 data_cost: 0.0003 ips: 54.9503 images/s [03/12 13:47:38] ppdet.engine INFO: Epoch: [29] [480/610] learning_rate: 0.234379 loss_vfl: 1.240745 loss_bbox: 0.566690 loss_dfl: 0.445980 loss: 2.240563 eta: 1 day, 14:56:27 batch_cost: 0.7866 data_cost: 0.0007 ips: 61.0258 images/s [03/12 13:47:57] ppdet.engine INFO: Epoch: [29] [500/610] learning_rate: 0.234367 loss_vfl: 1.275713 loss_bbox: 0.618520 loss_dfl: 0.487927 loss: 2.374995 eta: 1 day, 14:56:10 batch_cost: 0.8500 data_cost: 0.0003 ips: 56.4708 images/s [03/12 13:48:16] ppdet.engine INFO: Epoch: [29] [520/610] learning_rate: 0.234354 loss_vfl: 1.262007 loss_bbox: 0.602075 loss_dfl: 0.469748 loss: 2.350110 eta: 1 day, 14:55:59 batch_cost: 0.8869 data_cost: 0.0003 ips: 54.1189 images/s [03/12 13:48:35] ppdet.engine INFO: Epoch: [29] [540/610] learning_rate: 0.234342 loss_vfl: 1.183012 loss_bbox: 0.563662 loss_dfl: 0.443345 loss: 2.215859 eta: 1 day, 14:55:41 batch_cost: 0.8430 data_cost: 0.0008 ips: 56.9412 images/s [03/12 13:48:54] ppdet.engine INFO: Epoch: [29] [560/610] learning_rate: 0.234329 loss_vfl: 1.222911 loss_bbox: 0.562896 loss_dfl: 0.437236 loss: 2.163198 eta: 1 day, 14:55:26 batch_cost: 0.8634 data_cost: 0.0003 ips: 55.5937 images/s [03/12 13:49:13] ppdet.engine INFO: Epoch: [29] [580/610] learning_rate: 0.234317 loss_vfl: 1.227479 loss_bbox: 0.594284 loss_dfl: 0.458299 loss: 2.268559 eta: 1 day, 14:55:06 batch_cost: 0.8297 data_cost: 0.0003 ips: 57.8529 images/s [03/12 13:49:31] ppdet.engine INFO: Epoch: [29] [600/610] learning_rate: 0.234304 loss_vfl: 1.275590 loss_bbox: 0.639067 loss_dfl: 0.498020 loss: 2.392666 eta: 1 day, 14:54:45 batch_cost: 0.8317 data_cost: 0.0003 ips: 57.7145 images/s [03/12 13:49:40] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_s_416_coco [03/12 13:49:40] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_s_416_coco [03/12 13:49:40] ppdet.engine INFO: Eval iter: 0 [03/12 13:49:58] ppdet.engine INFO: Eval iter: 100 [03/12 13:50:10] ppdet.engine INFO: Eval iter: 200 [03/12 13:50:22] ppdet.engine INFO: Eval iter: 300 [03/12 13:50:34] ppdet.engine INFO: Eval iter: 400 [03/12 13:50:46] ppdet.engine INFO: Eval iter: 500 [03/12 13:50:58] ppdet.engine INFO: Eval iter: 600 [03/12 13:51:15] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json. loading annotations into memory... Done (t=0.64s) creating index... index created! [03/12 13:51:16] ppdet.metrics.coco_utils INFO: Start evaluate... Loading and preparing results... DONE (t=5.11s) creating index... index created! Running per image evaluation... Evaluate annotation type *bbox* DONE (t=97.19s). Accumulating evaluation results... DONE (t=17.89s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.242 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.378 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.254 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.089 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.236 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.395 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.242 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.389 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.415 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.156 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.459 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.644 [03/12 13:53:18] ppdet.engine INFO: Total sample number: 4952, averge FPS: 61.0496391816216 [03/12 13:53:18] ppdet.engine INFO: Best test bbox ap is 0.242. [03/12 13:53:18] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_s_416_coco [03/12 13:53:18] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_s_416_coco [03/12 13:53:19] ppdet.engine INFO: Epoch: [30] [ 0/610] learning_rate: 0.234298 loss_vfl: 1.286517 loss_bbox: 0.632519 loss_dfl: 0.484188 loss: 2.404670 eta: 1 day, 14:54:18 batch_cost: 0.7572 data_cost: 0.0003 ips: 63.3885 images/s [03/12 13:53:38] ppdet.engine INFO: Epoch: [30] [ 20/610] learning_rate: 0.234285 loss_vfl: 1.244402 loss_bbox: 0.573064 loss_dfl: 0.451159 loss: 2.288975 eta: 1 day, 14:54:00 batch_cost: 0.8410 data_cost: 0.0003 ips: 57.0722 images/s [03/12 13:53:57] ppdet.engine INFO: Epoch: [30] [ 40/610] learning_rate: 0.234273 loss_vfl: 1.258302 loss_bbox: 0.603565 loss_dfl: 0.474367 loss: 2.355894 eta: 1 day, 14:53:44 batch_cost: 0.8587 data_cost: 0.0010 ips: 55.8959 images/s [03/12 13:54:16] ppdet.engine INFO: Epoch: [30] [ 60/610] learning_rate: 0.234260 loss_vfl: 1.241575 loss_bbox: 0.614115 loss_dfl: 0.479987 loss: 2.348431 eta: 1 day, 14:53:28 batch_cost: 0.8548 data_cost: 0.0003 ips: 56.1546 images/s [03/12 13:54:35] ppdet.engine INFO: Epoch: [30] [ 80/610] learning_rate: 0.234247 loss_vfl: 1.205825 loss_bbox: 0.584581 loss_dfl: 0.447998 loss: 2.219599 eta: 1 day, 14:53:01 batch_cost: 0.7959 data_cost: 0.0003 ips: 60.3113 images/s [03/12 13:54:55] ppdet.engine INFO: Epoch: [30] [100/610] learning_rate: 0.234235 loss_vfl: 1.224876 loss_bbox: 0.604207 loss_dfl: 0.470646 loss: 2.312248 eta: 1 day, 14:52:49 batch_cost: 0.8774 data_cost: 0.0004 ips: 54.7042 images/s [03/12 13:55:15] ppdet.engine INFO: Epoch: [30] [120/610] learning_rate: 0.234222 loss_vfl: 1.144045 loss_bbox: 0.566659 loss_dfl: 0.437589 loss: 2.130603 eta: 1 day, 14:52:40 batch_cost: 0.8922 data_cost: 0.0004 ips: 53.7988 images/s [03/12 13:55:34] ppdet.engine INFO: Epoch: [30] [140/610] learning_rate: 0.234209 loss_vfl: 1.200288 loss_bbox: 0.568979 loss_dfl: 0.439623 loss: 2.204468 eta: 1 day, 14:52:29 batch_cost: 0.8841 data_cost: 0.0003 ips: 54.2945 images/s [03/12 13:55:53] ppdet.engine INFO: Epoch: [30] [160/610] learning_rate: 0.234197 loss_vfl: 1.264495 loss_bbox: 0.615073 loss_dfl: 0.467015 loss: 2.334394 eta: 1 day, 14:52:13 batch_cost: 0.8600 data_cost: 0.0003 ips: 55.8122 images/s [03/12 13:56:12] ppdet.engine INFO: Epoch: [30] [180/610] learning_rate: 0.234184 loss_vfl: 1.238335 loss_bbox: 0.622019 loss_dfl: 0.473173 loss: 2.283050 eta: 1 day, 14:52:02 batch_cost: 0.8805 data_cost: 0.0003 ips: 54.5166 images/s [03/12 13:56:31] ppdet.engine INFO: Epoch: [30] [200/610] learning_rate: 0.234171 loss_vfl: 1.227835 loss_bbox: 0.606091 loss_dfl: 0.470675 loss: 2.305215 eta: 1 day, 14:51:43 batch_cost: 0.8408 data_cost: 0.0003 ips: 57.0897 images/s [03/12 13:56:50] ppdet.engine INFO: Epoch: [30] [220/610] learning_rate: 0.234159 loss_vfl: 1.168746 loss_bbox: 0.570288 loss_dfl: 0.449146 loss: 2.201096 eta: 1 day, 14:51:23 batch_cost: 0.8370 data_cost: 0.0003 ips: 57.3485 images/s [03/12 13:57:09] ppdet.engine INFO: Epoch: [30] [240/610] learning_rate: 0.234146 loss_vfl: 1.184785 loss_bbox: 0.557454 loss_dfl: 0.438328 loss: 2.156232 eta: 1 day, 14:51:05 batch_cost: 0.8428 data_cost: 0.0003 ips: 56.9525 images/s [03/12 13:57:28] ppdet.engine INFO: Epoch: [30] [260/610] learning_rate: 0.234133 loss_vfl: 1.310886 loss_bbox: 0.626591 loss_dfl: 0.492227 loss: 2.379623 eta: 1 day, 14:50:48 batch_cost: 0.8493 data_cost: 0.0003 ips: 56.5156 images/s [03/12 13:57:46] ppdet.engine INFO: Epoch: [30] [280/610] learning_rate: 0.234120 loss_vfl: 1.253658 loss_bbox: 0.610025 loss_dfl: 0.474173 loss: 2.303971 eta: 1 day, 14:50:30 batch_cost: 0.8479 data_cost: 0.0004 ips: 56.6084 images/s [03/12 13:58:05] ppdet.engine INFO: Epoch: [30] [300/610] learning_rate: 0.234108 loss_vfl: 1.204666 loss_bbox: 0.584510 loss_dfl: 0.444018 loss: 2.221698 eta: 1 day, 14:50:12 batch_cost: 0.8417 data_cost: 0.0010 ips: 57.0305 images/s [03/12 13:58:24] ppdet.engine INFO: Epoch: [30] [320/610] learning_rate: 0.234095 loss_vfl: 1.233894 loss_bbox: 0.600686 loss_dfl: 0.465558 loss: 2.319379 eta: 1 day, 14:49:48 batch_cost: 0.8106 data_cost: 0.0015 ips: 59.2181 images/s [03/12 13:58:41] ppdet.engine INFO: Epoch: [30] [340/610] learning_rate: 0.234082 loss_vfl: 1.317825 loss_bbox: 0.597798 loss_dfl: 0.483212 loss: 2.418598 eta: 1 day, 14:49:21 batch_cost: 0.7970 data_cost: 0.0014 ips: 60.2244 images/s [03/12 13:59:01] ppdet.engine INFO: Epoch: [30] [360/610] learning_rate: 0.234069 loss_vfl: 1.261549 loss_bbox: 0.623322 loss_dfl: 0.477896 loss: 2.372366 eta: 1 day, 14:49:08 batch_cost: 0.8690 data_cost: 0.0003 ips: 55.2386 images/s [03/12 13:59:20] ppdet.engine INFO: Epoch: [30] [380/610] learning_rate: 0.234056 loss_vfl: 1.207572 loss_bbox: 0.608766 loss_dfl: 0.455534 loss: 2.274209 eta: 1 day, 14:48:53 batch_cost: 0.8649 data_cost: 0.0015 ips: 55.5003 images/s [03/12 13:59:39] ppdet.engine INFO: Epoch: [30] [400/610] learning_rate: 0.234044 loss_vfl: 1.234776 loss_bbox: 0.605307 loss_dfl: 0.463799 loss: 2.269020 eta: 1 day, 14:48:34 batch_cost: 0.8373 data_cost: 0.0010 ips: 57.3276 images/s [03/12 13:59:58] ppdet.engine INFO: Epoch: [30] [420/610] learning_rate: 0.234031 loss_vfl: 1.291757 loss_bbox: 0.644943 loss_dfl: 0.493954 loss: 2.425939 eta: 1 day, 14:48:14 batch_cost: 0.8334 data_cost: 0.0003 ips: 57.5927 images/s [03/12 14:00:17] ppdet.engine INFO: Epoch: [30] [440/610] learning_rate: 0.234018 loss_vfl: 1.219828 loss_bbox: 0.591878 loss_dfl: 0.457178 loss: 2.283305 eta: 1 day, 14:47:57 batch_cost: 0.8519 data_cost: 0.0014 ips: 56.3448 images/s [03/12 14:00:36] ppdet.engine INFO: Epoch: [30] [460/610] learning_rate: 0.234005 loss_vfl: 1.230015 loss_bbox: 0.593349 loss_dfl: 0.440979 loss: 2.278069 eta: 1 day, 14:47:45 batch_cost: 0.8804 data_cost: 0.0003 ips: 54.5183 images/s [03/12 14:00:55] ppdet.engine INFO: Epoch: [30] [480/610] learning_rate: 0.233992 loss_vfl: 1.218615 loss_bbox: 0.588465 loss_dfl: 0.470162 loss: 2.295979 eta: 1 day, 14:47:28 batch_cost: 0.8481 data_cost: 0.0003 ips: 56.5959 images/s [03/12 14:01:14] ppdet.engine INFO: Epoch: [30] [500/610] learning_rate: 0.233979 loss_vfl: 1.240947 loss_bbox: 0.608772 loss_dfl: 0.454277 loss: 2.317533 eta: 1 day, 14:47:11 batch_cost: 0.8483 data_cost: 0.0010 ips: 56.5867 images/s [03/12 14:01:33] ppdet.engine INFO: Epoch: [30] [520/610] learning_rate: 0.233966 loss_vfl: 1.254106 loss_bbox: 0.623512 loss_dfl: 0.471812 loss: 2.307206 eta: 1 day, 14:47:00 batch_cost: 0.8854 data_cost: 0.0003 ips: 54.2111 images/s [03/12 14:01:52] ppdet.engine INFO: Epoch: [30] [540/610] learning_rate: 0.233953 loss_vfl: 1.175071 loss_bbox: 0.575889 loss_dfl: 0.448186 loss: 2.183742 eta: 1 day, 14:46:41 batch_cost: 0.8385 data_cost: 0.0003 ips: 57.2469 images/s [03/12 14:02:11] ppdet.engine INFO: Epoch: [30] [560/610] learning_rate: 0.233940 loss_vfl: 1.241747 loss_bbox: 0.612178 loss_dfl: 0.462665 loss: 2.289158 eta: 1 day, 14:46:22 batch_cost: 0.8407 data_cost: 0.0016 ips: 57.0972 images/s [03/12 14:02:30] ppdet.engine INFO: Epoch: [30] [580/610] learning_rate: 0.233927 loss_vfl: 1.223457 loss_bbox: 0.601672 loss_dfl: 0.471608 loss: 2.305203 eta: 1 day, 14:46:04 batch_cost: 0.8437 data_cost: 0.0003 ips: 56.8908 images/s [03/12 14:02:48] ppdet.engine INFO: Epoch: [30] [600/610] learning_rate: 0.233915 loss_vfl: 1.183525 loss_bbox: 0.587855 loss_dfl: 0.435509 loss: 2.171867 eta: 1 day, 14:45:48 batch_cost: 0.8553 data_cost: 0.0005 ips: 56.1211 images/s [03/12 14:03:04] ppdet.engine INFO: Epoch: [31] [ 0/610] learning_rate: 0.233908 loss_vfl: 1.185541 loss_bbox: 0.580133 loss_dfl: 0.435509 loss: 2.160700 eta: 1 day, 14:46:20 batch_cost: 1.0844 data_cost: 0.2562 ips: 44.2635 images/s [03/12 14:03:24] ppdet.engine INFO: Epoch: [31] [ 20/610] learning_rate: 0.233895 loss_vfl: 1.229313 loss_bbox: 0.620134 loss_dfl: 0.474258 loss: 2.341645 eta: 1 day, 14:46:17 batch_cost: 0.9307 data_cost: 0.0003 ips: 51.5751 images/s [03/12 14:03:44] ppdet.engine INFO: Epoch: [31] [ 40/610] learning_rate: 0.233882 loss_vfl: 1.234422 loss_bbox: 0.576214 loss_dfl: 0.445132 loss: 2.240838 eta: 1 day, 14:46:06 batch_cost: 0.8854 data_cost: 0.0003 ips: 54.2131 images/s [03/12 14:04:03] ppdet.engine INFO: Epoch: [31] [ 60/610] learning_rate: 0.233869 loss_vfl: 1.336466 loss_bbox: 0.623857 loss_dfl: 0.486063 loss: 2.439740 eta: 1 day, 14:45:55 batch_cost: 0.8834 data_cost: 0.0003 ips: 54.3346 images/s [03/12 14:04:22] ppdet.engine INFO: Epoch: [31] [ 80/610] learning_rate: 0.233856 loss_vfl: 1.271361 loss_bbox: 0.582273 loss_dfl: 0.470092 loss: 2.300252 eta: 1 day, 14:45:42 batch_cost: 0.8761 data_cost: 0.0004 ips: 54.7852 images/s [03/12 14:04:42] ppdet.engine INFO: Epoch: [31] [100/610] learning_rate: 0.233843 loss_vfl: 1.220939 loss_bbox: 0.601890 loss_dfl: 0.476126 loss: 2.296902 eta: 1 day, 14:45:27 batch_cost: 0.8627 data_cost: 0.0022 ips: 55.6391 images/s [03/12 14:05:01] ppdet.engine INFO: Epoch: [31] [120/610] learning_rate: 0.233830 loss_vfl: 1.308748 loss_bbox: 0.645792 loss_dfl: 0.488701 loss: 2.443900 eta: 1 day, 14:45:13 batch_cost: 0.8655 data_cost: 0.0013 ips: 55.4586 images/s [03/12 14:05:20] ppdet.engine INFO: Epoch: [31] [140/610] learning_rate: 0.233817 loss_vfl: 1.230473 loss_bbox: 0.603121 loss_dfl: 0.463513 loss: 2.318047 eta: 1 day, 14:44:56 batch_cost: 0.8493 data_cost: 0.0008 ips: 56.5181 images/s [03/12 14:05:39] ppdet.engine INFO: Epoch: [31] [160/610] learning_rate: 0.233804 loss_vfl: 1.251570 loss_bbox: 0.608563 loss_dfl: 0.461687 loss: 2.304555 eta: 1 day, 14:44:38 batch_cost: 0.8501 data_cost: 0.0010 ips: 56.4655 images/s [03/12 14:05:57] ppdet.engine INFO: Epoch: [31] [180/610] learning_rate: 0.233791 loss_vfl: 1.276986 loss_bbox: 0.595171 loss_dfl: 0.462189 loss: 2.337087 eta: 1 day, 14:44:15 batch_cost: 0.8150 data_cost: 0.0003 ips: 58.8981 images/s [03/12 14:06:16] ppdet.engine INFO: Epoch: [31] [200/610] learning_rate: 0.233778 loss_vfl: 1.209734 loss_bbox: 0.591323 loss_dfl: 0.460401 loss: 2.265242 eta: 1 day, 14:44:01 batch_cost: 0.8676 data_cost: 0.0009 ips: 55.3231 images/s [03/12 14:06:35] ppdet.engine INFO: Epoch: [31] [220/610] learning_rate: 0.233764 loss_vfl: 1.183770 loss_bbox: 0.589419 loss_dfl: 0.444761 loss: 2.269750 eta: 1 day, 14:43:45 batch_cost: 0.8574 data_cost: 0.0003 ips: 55.9838 images/s [03/12 14:06:54] ppdet.engine INFO: Epoch: [31] [240/610] learning_rate: 0.233751 loss_vfl: 1.186169 loss_bbox: 0.568871 loss_dfl: 0.442076 loss: 2.202367 eta: 1 day, 14:43:32 batch_cost: 0.8757 data_cost: 0.0020 ips: 54.8111 images/s [03/12 14:07:13] ppdet.engine INFO: Epoch: [31] [260/610] learning_rate: 0.233738 loss_vfl: 1.203544 loss_bbox: 0.594162 loss_dfl: 0.448131 loss: 2.237963 eta: 1 day, 14:43:14 batch_cost: 0.8403 data_cost: 0.0003 ips: 57.1201 images/s [03/12 14:07:32] ppdet.engine INFO: Epoch: [31] [280/610] learning_rate: 0.233725 loss_vfl: 1.132016 loss_bbox: 0.564995 loss_dfl: 0.435254 loss: 2.145120 eta: 1 day, 14:42:52 batch_cost: 0.8238 data_cost: 0.0003 ips: 58.2637 images/s [03/12 14:07:50] ppdet.engine INFO: Epoch: [31] [300/610] learning_rate: 0.233712 loss_vfl: 1.274883 loss_bbox: 0.615704 loss_dfl: 0.466624 loss: 2.342627 eta: 1 day, 14:42:31 batch_cost: 0.8291 data_cost: 0.0003 ips: 57.8909 images/s [03/12 14:08:09] ppdet.engine INFO: Epoch: [31] [320/610] learning_rate: 0.233699 loss_vfl: 1.176683 loss_bbox: 0.580489 loss_dfl: 0.453749 loss: 2.220666 eta: 1 day, 14:42:10 batch_cost: 0.8253 data_cost: 0.0003 ips: 58.1581 images/s [03/12 14:08:27] ppdet.engine INFO: Epoch: [31] [340/610] learning_rate: 0.233685 loss_vfl: 1.196051 loss_bbox: 0.574239 loss_dfl: 0.447602 loss: 2.212127 eta: 1 day, 14:41:55 batch_cost: 0.8603 data_cost: 0.0003 ips: 55.7945 images/s [03/12 14:08:46] ppdet.engine INFO: Epoch: [31] [360/610] learning_rate: 0.233672 loss_vfl: 1.225560 loss_bbox: 0.602152 loss_dfl: 0.470328 loss: 2.299059 eta: 1 day, 14:41:30 batch_cost: 0.8076 data_cost: 0.0014 ips: 59.4350 images/s [03/12 14:09:05] ppdet.engine INFO: Epoch: [31] [380/610] learning_rate: 0.233659 loss_vfl: 1.193708 loss_bbox: 0.613465 loss_dfl: 0.460912 loss: 2.276214 eta: 1 day, 14:41:14 batch_cost: 0.8574 data_cost: 0.0012 ips: 55.9837 images/s [03/12 14:09:23] ppdet.engine INFO: Epoch: [31] [400/610] learning_rate: 0.233646 loss_vfl: 1.229538 loss_bbox: 0.602493 loss_dfl: 0.461434 loss: 2.301860 eta: 1 day, 14:40:50 batch_cost: 0.8094 data_cost: 0.0003 ips: 59.3067 images/s [03/12 14:09:42] ppdet.engine INFO: Epoch: [31] [420/610] learning_rate: 0.233632 loss_vfl: 1.210652 loss_bbox: 0.565353 loss_dfl: 0.461351 loss: 2.283779 eta: 1 day, 14:40:33 batch_cost: 0.8518 data_cost: 0.0004 ips: 56.3527 images/s [03/12 14:10:01] ppdet.engine INFO: Epoch: [31] [440/610] learning_rate: 0.233619 loss_vfl: 1.206634 loss_bbox: 0.561584 loss_dfl: 0.440390 loss: 2.221244 eta: 1 day, 14:40:14 batch_cost: 0.8358 data_cost: 0.0003 ips: 57.4321 images/s [03/12 14:10:19] ppdet.engine INFO: Epoch: [31] [460/610] learning_rate: 0.233606 loss_vfl: 1.289160 loss_bbox: 0.598740 loss_dfl: 0.468688 loss: 2.342989 eta: 1 day, 14:39:48 batch_cost: 0.7995 data_cost: 0.0003 ips: 60.0364 images/s [03/12 14:10:39] ppdet.engine INFO: Epoch: [31] [480/610] learning_rate: 0.233593 loss_vfl: 1.275083 loss_bbox: 0.606353 loss_dfl: 0.472010 loss: 2.351475 eta: 1 day, 14:39:36 batch_cost: 0.8807 data_cost: 0.0009 ips: 54.5028 images/s [03/12 14:10:57] ppdet.engine INFO: Epoch: [31] [500/610] learning_rate: 0.233579 loss_vfl: 1.245636 loss_bbox: 0.613569 loss_dfl: 0.479807 loss: 2.332436 eta: 1 day, 14:39:15 batch_cost: 0.8268 data_cost: 0.0003 ips: 58.0552 images/s [03/12 14:11:17] ppdet.engine INFO: Epoch: [31] [520/610] learning_rate: 0.233566 loss_vfl: 1.148993 loss_bbox: 0.558142 loss_dfl: 0.437819 loss: 2.126636 eta: 1 day, 14:39:05 batch_cost: 0.8911 data_cost: 0.0003 ips: 53.8648 images/s [03/12 14:11:35] ppdet.engine INFO: Epoch: [31] [540/610] learning_rate: 0.233553 loss_vfl: 1.257926 loss_bbox: 0.638291 loss_dfl: 0.485721 loss: 2.373882 eta: 1 day, 14:38:44 batch_cost: 0.8286 data_cost: 0.0003 ips: 57.9292 images/s [03/12 14:11:54] ppdet.engine INFO: Epoch: [31] [560/610] learning_rate: 0.233539 loss_vfl: 1.248113 loss_bbox: 0.611124 loss_dfl: 0.471066 loss: 2.344794 eta: 1 day, 14:38:28 batch_cost: 0.8518 data_cost: 0.0003 ips: 56.3500 images/s [03/12 14:12:13] ppdet.engine INFO: Epoch: [31] [580/610] learning_rate: 0.233526 loss_vfl: 1.207735 loss_bbox: 0.611283 loss_dfl: 0.457602 loss: 2.317730 eta: 1 day, 14:38:09 batch_cost: 0.8393 data_cost: 0.0015 ips: 57.1901 images/s [03/12 14:12:31] ppdet.engine INFO: Epoch: [31] [600/610] learning_rate: 0.233513 loss_vfl: 1.269750 loss_bbox: 0.622513 loss_dfl: 0.465177 loss: 2.346364 eta: 1 day, 14:37:45 batch_cost: 0.8103 data_cost: 0.0004 ips: 59.2388 images/s [03/12 14:12:46] ppdet.engine INFO: Epoch: [32] [ 0/610] learning_rate: 0.233506 loss_vfl: 1.256752 loss_bbox: 0.625135 loss_dfl: 0.472207 loss: 2.342710 eta: 1 day, 14:38:18 batch_cost: 1.0897 data_cost: 0.2974 ips: 44.0495 images/s [03/12 14:13:07] ppdet.engine INFO: Epoch: [32] [ 20/610] learning_rate: 0.233492 loss_vfl: 1.268356 loss_bbox: 0.618968 loss_dfl: 0.481180 loss: 2.386572 eta: 1 day, 14:38:12 batch_cost: 0.9217 data_cost: 0.0003 ips: 52.0789 images/s [03/12 14:13:26] ppdet.engine INFO: Epoch: [32] [ 40/610] learning_rate: 0.233479 loss_vfl: 1.129971 loss_bbox: 0.550928 loss_dfl: 0.424959 loss: 2.110842 eta: 1 day, 14:37:55 batch_cost: 0.8504 data_cost: 0.0018 ips: 56.4458 images/s [03/12 14:13:45] ppdet.engine INFO: Epoch: [32] [ 60/610] learning_rate: 0.233466 loss_vfl: 1.173207 loss_bbox: 0.578769 loss_dfl: 0.449705 loss: 2.206782 eta: 1 day, 14:37:41 batch_cost: 0.8647 data_cost: 0.0010 ips: 55.5125 images/s [03/12 14:14:04] ppdet.engine INFO: Epoch: [32] [ 80/610] learning_rate: 0.233452 loss_vfl: 1.172262 loss_bbox: 0.562106 loss_dfl: 0.436434 loss: 2.174217 eta: 1 day, 14:37:23 batch_cost: 0.8467 data_cost: 0.0004 ips: 56.6905 images/s [03/12 14:14:23] ppdet.engine INFO: Epoch: [32] [100/610] learning_rate: 0.233439 loss_vfl: 1.304419 loss_bbox: 0.633838 loss_dfl: 0.488063 loss: 2.386110 eta: 1 day, 14:37:06 batch_cost: 0.8534 data_cost: 0.0003 ips: 56.2479 images/s [03/12 14:14:42] ppdet.engine INFO: Epoch: [32] [120/610] learning_rate: 0.233425 loss_vfl: 1.182192 loss_bbox: 0.544134 loss_dfl: 0.421602 loss: 2.134049 eta: 1 day, 14:36:49 batch_cost: 0.8521 data_cost: 0.0014 ips: 56.3287 images/s [03/12 14:15:01] ppdet.engine INFO: Epoch: [32] [140/610] learning_rate: 0.233412 loss_vfl: 1.214430 loss_bbox: 0.564735 loss_dfl: 0.446993 loss: 2.227029 eta: 1 day, 14:36:29 batch_cost: 0.8315 data_cost: 0.0003 ips: 57.7279 images/s [03/12 14:15:19] ppdet.engine INFO: Epoch: [32] [160/610] learning_rate: 0.233398 loss_vfl: 1.266084 loss_bbox: 0.615594 loss_dfl: 0.473711 loss: 2.332436 eta: 1 day, 14:36:08 batch_cost: 0.8260 data_cost: 0.0009 ips: 58.1097 images/s [03/12 14:15:38] ppdet.engine INFO: Epoch: [32] [180/610] learning_rate: 0.233385 loss_vfl: 1.247523 loss_bbox: 0.614574 loss_dfl: 0.474992 loss: 2.347199 eta: 1 day, 14:35:51 batch_cost: 0.8519 data_cost: 0.0004 ips: 56.3457 images/s [03/12 14:15:57] ppdet.engine INFO: Epoch: [32] [200/610] learning_rate: 0.233371 loss_vfl: 1.195291 loss_bbox: 0.594817 loss_dfl: 0.455781 loss: 2.271485 eta: 1 day, 14:35:34 batch_cost: 0.8516 data_cost: 0.0010 ips: 56.3630 images/s [03/12 14:16:15] ppdet.engine INFO: Epoch: [32] [220/610] learning_rate: 0.233358 loss_vfl: 1.192563 loss_bbox: 0.578942 loss_dfl: 0.449636 loss: 2.266859 eta: 1 day, 14:35:14 batch_cost: 0.8308 data_cost: 0.0003 ips: 57.7752 images/s [03/12 14:16:34] ppdet.engine INFO: Epoch: [32] [240/610] learning_rate: 0.233344 loss_vfl: 1.251070 loss_bbox: 0.591121 loss_dfl: 0.458069 loss: 2.282382 eta: 1 day, 14:34:58 batch_cost: 0.8552 data_cost: 0.0003 ips: 56.1251 images/s [03/12 14:16:52] ppdet.engine INFO: Epoch: [32] [260/610] learning_rate: 0.233331 loss_vfl: 1.241191 loss_bbox: 0.606958 loss_dfl: 0.473661 loss: 2.355083 eta: 1 day, 14:34:33 batch_cost: 0.8026 data_cost: 0.0003 ips: 59.8092 images/s [03/12 14:17:11] ppdet.engine INFO: Epoch: [32] [280/610] learning_rate: 0.233317 loss_vfl: 1.197261 loss_bbox: 0.557444 loss_dfl: 0.448387 loss: 2.161254 eta: 1 day, 14:34:11 batch_cost: 0.8245 data_cost: 0.0003 ips: 58.2178 images/s [03/12 14:17:30] ppdet.engine INFO: Epoch: [32] [300/610] learning_rate: 0.233303 loss_vfl: 1.218102 loss_bbox: 0.607584 loss_dfl: 0.458621 loss: 2.226074 eta: 1 day, 14:33:51 batch_cost: 0.8297 data_cost: 0.0019 ips: 57.8525 images/s [03/12 14:17:49] ppdet.engine INFO: Epoch: [32] [320/610] learning_rate: 0.233290 loss_vfl: 1.169319 loss_bbox: 0.551596 loss_dfl: 0.426730 loss: 2.158524 eta: 1 day, 14:33:35 batch_cost: 0.8594 data_cost: 0.0004 ips: 55.8532 images/s [03/12 14:18:07] ppdet.engine INFO: Epoch: [32] [340/610] learning_rate: 0.233276 loss_vfl: 1.190136 loss_bbox: 0.598028 loss_dfl: 0.449262 loss: 2.216604 eta: 1 day, 14:33:10 batch_cost: 0.8039 data_cost: 0.0004 ips: 59.7110 images/s [03/12 14:18:25] ppdet.engine INFO: Epoch: [32] [360/610] learning_rate: 0.233263 loss_vfl: 1.201181 loss_bbox: 0.603857 loss_dfl: 0.457447 loss: 2.264932 eta: 1 day, 14:32:52 batch_cost: 0.8426 data_cost: 0.0003 ips: 56.9691 images/s [03/12 14:18:44] ppdet.engine INFO: Epoch: [32] [380/610] learning_rate: 0.233249 loss_vfl: 1.273260 loss_bbox: 0.620452 loss_dfl: 0.476219 loss: 2.383064 eta: 1 day, 14:32:34 batch_cost: 0.8439 data_cost: 0.0010 ips: 56.8810 images/s [03/12 14:19:03] ppdet.engine INFO: Epoch: [32] [400/610] learning_rate: 0.233235 loss_vfl: 1.275601 loss_bbox: 0.608486 loss_dfl: 0.469568 loss: 2.372065 eta: 1 day, 14:32:12 batch_cost: 0.8178 data_cost: 0.0003 ips: 58.6939 images/s [03/12 14:19:22] ppdet.engine INFO: Epoch: [32] [420/610] learning_rate: 0.233222 loss_vfl: 1.253975 loss_bbox: 0.582822 loss_dfl: 0.465278 loss: 2.290505 eta: 1 day, 14:31:56 batch_cost: 0.8592 data_cost: 0.0010 ips: 55.8657 images/s [03/12 14:19:40] ppdet.engine INFO: Epoch: [32] [440/610] learning_rate: 0.233208 loss_vfl: 1.204417 loss_bbox: 0.600628 loss_dfl: 0.466717 loss: 2.258883 eta: 1 day, 14:31:30 batch_cost: 0.7978 data_cost: 0.0003 ips: 60.1657 images/s [03/12 14:19:59] ppdet.engine INFO: Epoch: [32] [460/610] learning_rate: 0.233194 loss_vfl: 1.234168 loss_bbox: 0.607991 loss_dfl: 0.465650 loss: 2.288091 eta: 1 day, 14:31:13 batch_cost: 0.8487 data_cost: 0.0006 ips: 56.5559 images/s [03/12 14:20:17] ppdet.engine INFO: Epoch: [32] [480/610] learning_rate: 0.233181 loss_vfl: 1.248630 loss_bbox: 0.589851 loss_dfl: 0.461146 loss: 2.310232 eta: 1 day, 14:30:44 batch_cost: 0.7791 data_cost: 0.0003 ips: 61.6098 images/s [03/12 14:20:35] ppdet.engine INFO: Epoch: [32] [500/610] learning_rate: 0.233167 loss_vfl: 1.246773 loss_bbox: 0.625560 loss_dfl: 0.490578 loss: 2.350044 eta: 1 day, 14:30:17 batch_cost: 0.7881 data_cost: 0.0053 ips: 60.9038 images/s [03/12 14:20:53] ppdet.engine INFO: Epoch: [32] [520/610] learning_rate: 0.233153 loss_vfl: 1.249804 loss_bbox: 0.599444 loss_dfl: 0.479838 loss: 2.307634 eta: 1 day, 14:29:57 batch_cost: 0.8291 data_cost: 0.0003 ips: 57.8940 images/s [03/12 14:21:11] ppdet.engine INFO: Epoch: [32] [540/610] learning_rate: 0.233139 loss_vfl: 1.272346 loss_bbox: 0.622263 loss_dfl: 0.478892 loss: 2.364066 eta: 1 day, 14:29:36 batch_cost: 0.8258 data_cost: 0.0003 ips: 58.1232 images/s [03/12 14:21:30] ppdet.engine INFO: Epoch: [32] [560/610] learning_rate: 0.233126 loss_vfl: 1.170239 loss_bbox: 0.548717 loss_dfl: 0.431882 loss: 2.150735 eta: 1 day, 14:29:21 batch_cost: 0.8664 data_cost: 0.0009 ips: 55.4036 images/s [03/12 14:21:49] ppdet.engine INFO: Epoch: [32] [580/610] learning_rate: 0.233112 loss_vfl: 1.146652 loss_bbox: 0.548951 loss_dfl: 0.439862 loss: 2.141569 eta: 1 day, 14:29:00 batch_cost: 0.8270 data_cost: 0.0003 ips: 58.0382 images/s [03/12 14:22:07] ppdet.engine INFO: Epoch: [32] [600/610] learning_rate: 0.233098 loss_vfl: 1.185739 loss_bbox: 0.593079 loss_dfl: 0.470255 loss: 2.264466 eta: 1 day, 14:28:40 batch_cost: 0.8269 data_cost: 0.0014 ips: 58.0453 images/s [03/12 14:22:22] ppdet.engine INFO: Epoch: [33] [ 0/610] learning_rate: 0.233091 loss_vfl: 1.226473 loss_bbox: 0.602854 loss_dfl: 0.472280 loss: 2.301293 eta: 1 day, 14:29:05 batch_cost: 1.0640 data_cost: 0.2002 ips: 45.1107 images/s [03/12 14:22:42] ppdet.engine INFO: Epoch: [33] [ 20/610] learning_rate: 0.233077 loss_vfl: 1.361015 loss_bbox: 0.605600 loss_dfl: 0.481867 loss: 2.424590 eta: 1 day, 14:28:57 batch_cost: 0.9077 data_cost: 0.0036 ips: 52.8798 images/s [03/12 14:23:01] ppdet.engine INFO: Epoch: [33] [ 40/610] learning_rate: 0.233063 loss_vfl: 1.202236 loss_bbox: 0.578734 loss_dfl: 0.456698 loss: 2.216210 eta: 1 day, 14:28:39 batch_cost: 0.8479 data_cost: 0.0008 ips: 56.6125 images/s [03/12 14:23:20] ppdet.engine INFO: Epoch: [33] [ 60/610] learning_rate: 0.233050 loss_vfl: 1.250778 loss_bbox: 0.600508 loss_dfl: 0.458960 loss: 2.295276 eta: 1 day, 14:28:24 batch_cost: 0.8588 data_cost: 0.0003 ips: 55.8946 images/s [03/12 14:23:38] ppdet.engine INFO: Epoch: [33] [ 80/610] learning_rate: 0.233036 loss_vfl: 1.257217 loss_bbox: 0.595240 loss_dfl: 0.475968 loss: 2.357208 eta: 1 day, 14:28:01 batch_cost: 0.8177 data_cost: 0.0003 ips: 58.6982 images/s [03/12 14:23:58] ppdet.engine INFO: Epoch: [33] [100/610] learning_rate: 0.233022 loss_vfl: 1.233228 loss_bbox: 0.591881 loss_dfl: 0.454319 loss: 2.263858 eta: 1 day, 14:27:50 batch_cost: 0.8863 data_cost: 0.0006 ips: 54.1606 images/s [03/12 14:24:17] ppdet.engine INFO: Epoch: [33] [120/610] learning_rate: 0.233008 loss_vfl: 1.194434 loss_bbox: 0.573999 loss_dfl: 0.441214 loss: 2.224188 eta: 1 day, 14:27:32 batch_cost: 0.8428 data_cost: 0.0004 ips: 56.9499 images/s [03/12 14:24:36] ppdet.engine INFO: Epoch: [33] [140/610] learning_rate: 0.232994 loss_vfl: 1.266312 loss_bbox: 0.607180 loss_dfl: 0.468436 loss: 2.352997 eta: 1 day, 14:27:18 batch_cost: 0.8732 data_cost: 0.0010 ips: 54.9715 images/s [03/12 14:24:54] ppdet.engine INFO: Epoch: [33] [160/610] learning_rate: 0.232980 loss_vfl: 1.239561 loss_bbox: 0.612320 loss_dfl: 0.475927 loss: 2.291162 eta: 1 day, 14:27:01 batch_cost: 0.8476 data_cost: 0.0003 ips: 56.6280 images/s [03/12 14:25:14] ppdet.engine INFO: Epoch: [33] [180/610] learning_rate: 0.232966 loss_vfl: 1.130008 loss_bbox: 0.533050 loss_dfl: 0.418709 loss: 2.081581 eta: 1 day, 14:26:49 batch_cost: 0.8804 data_cost: 0.0003 ips: 54.5226 images/s [03/12 14:25:32] ppdet.engine INFO: Epoch: [33] [200/610] learning_rate: 0.232952 loss_vfl: 1.260078 loss_bbox: 0.614561 loss_dfl: 0.465232 loss: 2.323611 eta: 1 day, 14:26:30 batch_cost: 0.8412 data_cost: 0.0003 ips: 57.0634 images/s [03/12 14:25:50] ppdet.engine INFO: Epoch: [33] [220/610] learning_rate: 0.232939 loss_vfl: 1.267398 loss_bbox: 0.635309 loss_dfl: 0.484782 loss: 2.393359 eta: 1 day, 14:26:10 batch_cost: 0.8292 data_cost: 0.0003 ips: 57.8904 images/s [03/12 14:26:09] ppdet.engine INFO: Epoch: [33] [240/610] learning_rate: 0.232925 loss_vfl: 1.211252 loss_bbox: 0.582914 loss_dfl: 0.446647 loss: 2.249851 eta: 1 day, 14:25:51 batch_cost: 0.8435 data_cost: 0.0003 ips: 56.9070 images/s [03/12 14:26:27] ppdet.engine INFO: Epoch: [33] [260/610] learning_rate: 0.232911 loss_vfl: 1.147917 loss_bbox: 0.544046 loss_dfl: 0.431579 loss: 2.152745 eta: 1 day, 14:25:30 batch_cost: 0.8247 data_cost: 0.0009 ips: 58.2038 images/s [03/12 14:26:45] ppdet.engine INFO: Epoch: [33] [280/610] learning_rate: 0.232897 loss_vfl: 1.202219 loss_bbox: 0.591536 loss_dfl: 0.449701 loss: 2.219089 eta: 1 day, 14:25:10 batch_cost: 0.8307 data_cost: 0.0003 ips: 57.7824 images/s [03/12 14:27:04] ppdet.engine INFO: Epoch: [33] [300/610] learning_rate: 0.232883 loss_vfl: 1.255770 loss_bbox: 0.605030 loss_dfl: 0.474712 loss: 2.328907 eta: 1 day, 14:24:53 batch_cost: 0.8512 data_cost: 0.0015 ips: 56.3880 images/s [03/12 14:27:23] ppdet.engine INFO: Epoch: [33] [320/610] learning_rate: 0.232869 loss_vfl: 1.289299 loss_bbox: 0.598521 loss_dfl: 0.461922 loss: 2.331921 eta: 1 day, 14:24:31 batch_cost: 0.8202 data_cost: 0.0014 ips: 58.5233 images/s [03/12 14:27:41] ppdet.engine INFO: Epoch: [33] [340/610] learning_rate: 0.232855 loss_vfl: 1.181213 loss_bbox: 0.617318 loss_dfl: 0.470172 loss: 2.285241 eta: 1 day, 14:24:11 batch_cost: 0.8300 data_cost: 0.0003 ips: 57.8331 images/s [03/12 14:27:59] ppdet.engine INFO: Epoch: [33] [360/610] learning_rate: 0.232841 loss_vfl: 1.193338 loss_bbox: 0.568414 loss_dfl: 0.433624 loss: 2.190352 eta: 1 day, 14:23:48 batch_cost: 0.8125 data_cost: 0.0003 ips: 59.0757 images/s [03/12 14:28:18] ppdet.engine INFO: Epoch: [33] [380/610] learning_rate: 0.232826 loss_vfl: 1.275265 loss_bbox: 0.651341 loss_dfl: 0.480965 loss: 2.422095 eta: 1 day, 14:23:32 batch_cost: 0.8554 data_cost: 0.0003 ips: 56.1129 images/s [03/12 14:28:36] ppdet.engine INFO: Epoch: [33] [400/610] learning_rate: 0.232812 loss_vfl: 1.202123 loss_bbox: 0.581211 loss_dfl: 0.451919 loss: 2.230978 eta: 1 day, 14:23:04 batch_cost: 0.7812 data_cost: 0.0003 ips: 61.4414 images/s [03/12 14:28:55] ppdet.engine INFO: Epoch: [33] [420/610] learning_rate: 0.232798 loss_vfl: 1.264510 loss_bbox: 0.616867 loss_dfl: 0.476506 loss: 2.350723 eta: 1 day, 14:22:45 batch_cost: 0.8378 data_cost: 0.0003 ips: 57.2899 images/s [03/12 14:29:13] ppdet.engine INFO: Epoch: [33] [440/610] learning_rate: 0.232784 loss_vfl: 1.213487 loss_bbox: 0.566681 loss_dfl: 0.441654 loss: 2.220812 eta: 1 day, 14:22:17 batch_cost: 0.7838 data_cost: 0.0003 ips: 61.2411 images/s [03/12 14:29:32] ppdet.engine INFO: Epoch: [33] [460/610] learning_rate: 0.232770 loss_vfl: 1.277925 loss_bbox: 0.558673 loss_dfl: 0.445717 loss: 2.283847 eta: 1 day, 14:21:59 batch_cost: 0.8438 data_cost: 0.0003 ips: 56.8857 images/s [03/12 14:29:50] ppdet.engine INFO: Epoch: [33] [480/610] learning_rate: 0.232756 loss_vfl: 1.264774 loss_bbox: 0.592662 loss_dfl: 0.448844 loss: 2.320359 eta: 1 day, 14:21:37 batch_cost: 0.8147 data_cost: 0.0003 ips: 58.9175 images/s [03/12 14:30:09] ppdet.engine INFO: Epoch: [33] [500/610] learning_rate: 0.232742 loss_vfl: 1.277164 loss_bbox: 0.616848 loss_dfl: 0.483070 loss: 2.379202 eta: 1 day, 14:21:22 batch_cost: 0.8662 data_cost: 0.0003 ips: 55.4175 images/s [03/12 14:30:27] ppdet.engine INFO: Epoch: [33] [520/610] learning_rate: 0.232728 loss_vfl: 1.167854 loss_bbox: 0.565301 loss_dfl: 0.429129 loss: 2.141308 eta: 1 day, 14:21:05 batch_cost: 0.8522 data_cost: 0.0003 ips: 56.3228 images/s [03/12 14:30:45] ppdet.engine INFO: Epoch: [33] [540/610] learning_rate: 0.232714 loss_vfl: 1.251570 loss_bbox: 0.652829 loss_dfl: 0.472108 loss: 2.371576 eta: 1 day, 14:20:41 batch_cost: 0.8045 data_cost: 0.0003 ips: 59.6638 images/s [03/12 14:31:04] ppdet.engine INFO: Epoch: [33] [560/610] learning_rate: 0.232699 loss_vfl: 1.175497 loss_bbox: 0.570857 loss_dfl: 0.432000 loss: 2.177436 eta: 1 day, 14:20:28 batch_cost: 0.8728 data_cost: 0.0003 ips: 54.9960 images/s [03/12 14:31:22] ppdet.engine INFO: Epoch: [33] [580/610] learning_rate: 0.232685 loss_vfl: 1.201906 loss_bbox: 0.583259 loss_dfl: 0.458079 loss: 2.276230 eta: 1 day, 14:20:07 batch_cost: 0.8299 data_cost: 0.0003 ips: 57.8362 images/s [03/12 14:31:40] ppdet.engine INFO: Epoch: [33] [600/610] learning_rate: 0.232671 loss_vfl: 1.231520 loss_bbox: 0.584808 loss_dfl: 0.453039 loss: 2.279414 eta: 1 day, 14:19:39 batch_cost: 0.7769 data_cost: 0.0004 ips: 61.7851 images/s [03/12 14:31:56] ppdet.engine INFO: Epoch: [34] [ 0/610] learning_rate: 0.232664 loss_vfl: 1.215766 loss_bbox: 0.590439 loss_dfl: 0.453967 loss: 2.279414 eta: 1 day, 14:20:09 batch_cost: 1.0453 data_cost: 0.1868 ips: 45.9215 images/s [03/12 14:32:16] ppdet.engine INFO: Epoch: [34] [ 20/610] learning_rate: 0.232650 loss_vfl: 1.205104 loss_bbox: 0.567083 loss_dfl: 0.454212 loss: 2.238290 eta: 1 day, 14:20:02 batch_cost: 0.9160 data_cost: 0.0003 ips: 52.4026 images/s [03/12 14:32:36] ppdet.engine INFO: Epoch: [34] [ 40/610] learning_rate: 0.232636 loss_vfl: 1.209689 loss_bbox: 0.585585 loss_dfl: 0.452997 loss: 2.231769 eta: 1 day, 14:19:50 batch_cost: 0.8840 data_cost: 0.0003 ips: 54.2988 images/s [03/12 14:32:55] ppdet.engine INFO: Epoch: [34] [ 60/610] learning_rate: 0.232621 loss_vfl: 1.241184 loss_bbox: 0.612582 loss_dfl: 0.473416 loss: 2.339713 eta: 1 day, 14:19:29 batch_cost: 0.8217 data_cost: 0.0003 ips: 58.4174 images/s [03/12 14:33:14] ppdet.engine INFO: Epoch: [34] [ 80/610] learning_rate: 0.232607 loss_vfl: 1.170166 loss_bbox: 0.564847 loss_dfl: 0.441808 loss: 2.175320 eta: 1 day, 14:19:17 batch_cost: 0.8819 data_cost: 0.0003 ips: 54.4307 images/s [03/12 14:33:33] ppdet.engine INFO: Epoch: [34] [100/610] learning_rate: 0.232593 loss_vfl: 1.316686 loss_bbox: 0.617811 loss_dfl: 0.487354 loss: 2.431205 eta: 1 day, 14:18:58 batch_cost: 0.8397 data_cost: 0.0009 ips: 57.1612 images/s [03/12 14:33:51] ppdet.engine INFO: Epoch: [34] [120/610] learning_rate: 0.232578 loss_vfl: 1.222082 loss_bbox: 0.583709 loss_dfl: 0.441826 loss: 2.254826 eta: 1 day, 14:18:36 batch_cost: 0.8182 data_cost: 0.0003 ips: 58.6667 images/s [03/12 14:34:10] ppdet.engine INFO: Epoch: [34] [140/610] learning_rate: 0.232564 loss_vfl: 1.248621 loss_bbox: 0.590264 loss_dfl: 0.456226 loss: 2.299112 eta: 1 day, 14:18:22 batch_cost: 0.8719 data_cost: 0.0003 ips: 55.0551 images/s [03/12 14:34:29] ppdet.engine INFO: Epoch: [34] [160/610] learning_rate: 0.232550 loss_vfl: 1.304963 loss_bbox: 0.611851 loss_dfl: 0.474252 loss: 2.423200 eta: 1 day, 14:18:05 batch_cost: 0.8508 data_cost: 0.0013 ips: 56.4157 images/s [03/12 14:34:48] ppdet.engine INFO: Epoch: [34] [180/610] learning_rate: 0.232536 loss_vfl: 1.248284 loss_bbox: 0.592814 loss_dfl: 0.459962 loss: 2.305480 eta: 1 day, 14:17:51 batch_cost: 0.8661 data_cost: 0.0009 ips: 55.4236 images/s [03/12 14:35:07] ppdet.engine INFO: Epoch: [34] [200/610] learning_rate: 0.232521 loss_vfl: 1.202642 loss_bbox: 0.577196 loss_dfl: 0.451394 loss: 2.294164 eta: 1 day, 14:17:29 batch_cost: 0.8223 data_cost: 0.0003 ips: 58.3751 images/s [03/12 14:35:26] ppdet.engine INFO: Epoch: [34] [220/610] learning_rate: 0.232507 loss_vfl: 1.246863 loss_bbox: 0.586072 loss_dfl: 0.454847 loss: 2.310154 eta: 1 day, 14:17:11 batch_cost: 0.8466 data_cost: 0.0009 ips: 56.6970 images/s [03/12 14:35:45] ppdet.engine INFO: Epoch: [34] [240/610] learning_rate: 0.232493 loss_vfl: 1.197378 loss_bbox: 0.592878 loss_dfl: 0.448059 loss: 2.202509 eta: 1 day, 14:16:56 batch_cost: 0.8584 data_cost: 0.0003 ips: 55.9180 images/s [03/12 14:36:04] ppdet.engine INFO: Epoch: [34] [260/610] learning_rate: 0.232478 loss_vfl: 1.203703 loss_bbox: 0.584807 loss_dfl: 0.443018 loss: 2.204004 eta: 1 day, 14:16:34 batch_cost: 0.8188 data_cost: 0.0007 ips: 58.6198 images/s [03/12 14:36:23] ppdet.engine INFO: Epoch: [34] [280/610] learning_rate: 0.232464 loss_vfl: 1.186682 loss_bbox: 0.543692 loss_dfl: 0.433004 loss: 2.175289 eta: 1 day, 14:16:19 batch_cost: 0.8664 data_cost: 0.0003 ips: 55.4037 images/s [03/12 14:36:41] ppdet.engine INFO: Epoch: [34] [300/610] learning_rate: 0.232449 loss_vfl: 1.276969 loss_bbox: 0.615958 loss_dfl: 0.476102 loss: 2.376762 eta: 1 day, 14:15:56 batch_cost: 0.8098 data_cost: 0.0003 ips: 59.2758 images/s [03/12 14:37:00] ppdet.engine INFO: Epoch: [34] [320/610] learning_rate: 0.232435 loss_vfl: 1.252362 loss_bbox: 0.585690 loss_dfl: 0.453339 loss: 2.286531 eta: 1 day, 14:15:40 batch_cost: 0.8580 data_cost: 0.0003 ips: 55.9472 images/s [03/12 14:37:19] ppdet.engine INFO: Epoch: [34] [340/610] learning_rate: 0.232421 loss_vfl: 1.256213 loss_bbox: 0.622510 loss_dfl: 0.469086 loss: 2.331827 eta: 1 day, 14:15:19 batch_cost: 0.8255 data_cost: 0.0008 ips: 58.1458 images/s [03/12 14:37:37] ppdet.engine INFO: Epoch: [34] [360/610] learning_rate: 0.232406 loss_vfl: 1.208112 loss_bbox: 0.596162 loss_dfl: 0.478388 loss: 2.282053 eta: 1 day, 14:14:59 batch_cost: 0.8313 data_cost: 0.0003 ips: 57.7400 images/s [03/12 14:37:55] ppdet.engine INFO: Epoch: [34] [380/610] learning_rate: 0.232392 loss_vfl: 1.255721 loss_bbox: 0.578700 loss_dfl: 0.457092 loss: 2.302830 eta: 1 day, 14:14:37 batch_cost: 0.8178 data_cost: 0.0003 ips: 58.6959 images/s [03/12 14:38:14] ppdet.engine INFO: Epoch: [34] [400/610] learning_rate: 0.232377 loss_vfl: 1.248035 loss_bbox: 0.625786 loss_dfl: 0.478986 loss: 2.375020 eta: 1 day, 14:14:22 batch_cost: 0.8616 data_cost: 0.0003 ips: 55.7105 images/s [03/12 14:38:33] ppdet.engine INFO: Epoch: [34] [420/610] learning_rate: 0.232363 loss_vfl: 1.218692 loss_bbox: 0.587349 loss_dfl: 0.464839 loss: 2.262756 eta: 1 day, 14:14:02 batch_cost: 0.8349 data_cost: 0.0011 ips: 57.4888 images/s [03/12 14:38:52] ppdet.engine INFO: Epoch: [34] [440/610] learning_rate: 0.232348 loss_vfl: 1.289937 loss_bbox: 0.637670 loss_dfl: 0.499622 loss: 2.396340 eta: 1 day, 14:13:41 batch_cost: 0.8211 data_cost: 0.0003 ips: 58.4558 images/s [03/12 14:39:11] ppdet.engine INFO: Epoch: [34] [460/610] learning_rate: 0.232334 loss_vfl: 1.218797 loss_bbox: 0.615003 loss_dfl: 0.473651 loss: 2.314043 eta: 1 day, 14:13:25 batch_cost: 0.8595 data_cost: 0.0003 ips: 55.8476 images/s [03/12 14:39:30] ppdet.engine INFO: Epoch: [34] [480/610] learning_rate: 0.232319 loss_vfl: 1.203914 loss_bbox: 0.577993 loss_dfl: 0.447550 loss: 2.231699 eta: 1 day, 14:13:09 batch_cost: 0.8576 data_cost: 0.0003 ips: 55.9691 images/s [03/12 14:39:49] ppdet.engine INFO: Epoch: [34] [500/610] learning_rate: 0.232305 loss_vfl: 1.176331 loss_bbox: 0.566722 loss_dfl: 0.452950 loss: 2.134820 eta: 1 day, 14:12:55 batch_cost: 0.8697 data_cost: 0.0009 ips: 55.1924 images/s [03/12 14:40:07] ppdet.engine INFO: Epoch: [34] [520/610] learning_rate: 0.232290 loss_vfl: 1.144554 loss_bbox: 0.551841 loss_dfl: 0.420883 loss: 2.119122 eta: 1 day, 14:12:36 batch_cost: 0.8346 data_cost: 0.0003 ips: 57.5133 images/s [03/12 14:40:25] ppdet.engine INFO: Epoch: [34] [540/610] learning_rate: 0.232276 loss_vfl: 1.204121 loss_bbox: 0.586752 loss_dfl: 0.462572 loss: 2.279467 eta: 1 day, 14:12:13 batch_cost: 0.8145 data_cost: 0.0003 ips: 58.9319 images/s [03/12 14:40:44] ppdet.engine INFO: Epoch: [34] [560/610] learning_rate: 0.232261 loss_vfl: 1.213607 loss_bbox: 0.596088 loss_dfl: 0.464803 loss: 2.288700 eta: 1 day, 14:11:53 batch_cost: 0.8289 data_cost: 0.0003 ips: 57.9082 images/s [03/12 14:41:03] ppdet.engine INFO: Epoch: [34] [580/610] learning_rate: 0.232246 loss_vfl: 1.238055 loss_bbox: 0.614412 loss_dfl: 0.466875 loss: 2.310885 eta: 1 day, 14:11:37 batch_cost: 0.8586 data_cost: 0.0003 ips: 55.9019 images/s [03/12 14:41:22] ppdet.engine INFO: Epoch: [34] [600/610] learning_rate: 0.232232 loss_vfl: 1.293510 loss_bbox: 0.650223 loss_dfl: 0.489679 loss: 2.450215 eta: 1 day, 14:11:18 batch_cost: 0.8320 data_cost: 0.0004 ips: 57.6908 images/s [03/12 14:41:37] ppdet.engine INFO: Epoch: [35] [ 0/610] learning_rate: 0.232224 loss_vfl: 1.273494 loss_bbox: 0.615917 loss_dfl: 0.468483 loss: 2.342979 eta: 1 day, 14:11:45 batch_cost: 1.0628 data_cost: 0.3019 ips: 45.1624 images/s [03/12 14:41:58] ppdet.engine INFO: Epoch: [35] [ 20/610] learning_rate: 0.232210 loss_vfl: 1.213295 loss_bbox: 0.567151 loss_dfl: 0.447171 loss: 2.204188 eta: 1 day, 14:11:41 batch_cost: 0.9324 data_cost: 0.0003 ips: 51.4774 images/s [03/12 14:42:16] ppdet.engine INFO: Epoch: [35] [ 40/610] learning_rate: 0.232195 loss_vfl: 1.256432 loss_bbox: 0.633182 loss_dfl: 0.480187 loss: 2.372114 eta: 1 day, 14:11:21 batch_cost: 0.8320 data_cost: 0.0018 ips: 57.6891 images/s [03/12 14:42:35] ppdet.engine INFO: Epoch: [35] [ 60/610] learning_rate: 0.232181 loss_vfl: 1.193846 loss_bbox: 0.629056 loss_dfl: 0.473252 loss: 2.312304 eta: 1 day, 14:11:06 batch_cost: 0.8636 data_cost: 0.0003 ips: 55.5843 images/s [03/12 14:42:54] ppdet.engine INFO: Epoch: [35] [ 80/610] learning_rate: 0.232166 loss_vfl: 1.277511 loss_bbox: 0.628237 loss_dfl: 0.467585 loss: 2.337297 eta: 1 day, 14:10:50 batch_cost: 0.8579 data_cost: 0.0003 ips: 55.9522 images/s [03/12 14:43:13] ppdet.engine INFO: Epoch: [35] [100/610] learning_rate: 0.232151 loss_vfl: 1.189930 loss_bbox: 0.569818 loss_dfl: 0.446147 loss: 2.200525 eta: 1 day, 14:10:30 batch_cost: 0.8292 data_cost: 0.0003 ips: 57.8881 images/s [03/12 14:43:32] ppdet.engine INFO: Epoch: [35] [120/610] learning_rate: 0.232137 loss_vfl: 1.254743 loss_bbox: 0.596297 loss_dfl: 0.470253 loss: 2.314991 eta: 1 day, 14:10:11 batch_cost: 0.8379 data_cost: 0.0009 ips: 57.2872 images/s [03/12 14:43:50] ppdet.engine INFO: Epoch: [35] [140/610] learning_rate: 0.232122 loss_vfl: 1.214669 loss_bbox: 0.586286 loss_dfl: 0.454950 loss: 2.264411 eta: 1 day, 14:09:52 batch_cost: 0.8384 data_cost: 0.0003 ips: 57.2539 images/s [03/12 14:44:09] ppdet.engine INFO: Epoch: [35] [160/610] learning_rate: 0.232107 loss_vfl: 1.184711 loss_bbox: 0.588898 loss_dfl: 0.443981 loss: 2.201204 eta: 1 day, 14:09:38 batch_cost: 0.8739 data_cost: 0.0003 ips: 54.9281 images/s [03/12 14:44:28] ppdet.engine INFO: Epoch: [35] [180/610] learning_rate: 0.232092 loss_vfl: 1.250221 loss_bbox: 0.589826 loss_dfl: 0.462442 loss: 2.302471 eta: 1 day, 14:09:22 batch_cost: 0.8514 data_cost: 0.0003 ips: 56.3794 images/s [03/12 14:44:46] ppdet.engine INFO: Epoch: [35] [200/610] learning_rate: 0.232078 loss_vfl: 1.176555 loss_bbox: 0.567547 loss_dfl: 0.449446 loss: 2.181740 eta: 1 day, 14:09:02 batch_cost: 0.8323 data_cost: 0.0009 ips: 57.6745 images/s [03/12 14:45:04] ppdet.engine INFO: Epoch: [35] [220/610] learning_rate: 0.232063 loss_vfl: 1.276232 loss_bbox: 0.602407 loss_dfl: 0.459084 loss: 2.336948 eta: 1 day, 14:08:41 batch_cost: 0.8276 data_cost: 0.0003 ips: 57.9979 images/s [03/12 14:45:23] ppdet.engine INFO: Epoch: [35] [240/610] learning_rate: 0.232048 loss_vfl: 1.227997 loss_bbox: 0.600058 loss_dfl: 0.465310 loss: 2.275661 eta: 1 day, 14:08:28 batch_cost: 0.8724 data_cost: 0.0003 ips: 55.0186 images/s [03/12 14:45:43] ppdet.engine INFO: Epoch: [35] [260/610] learning_rate: 0.232033 loss_vfl: 1.226749 loss_bbox: 0.562496 loss_dfl: 0.444396 loss: 2.244371 eta: 1 day, 14:08:13 batch_cost: 0.8669 data_cost: 0.0003 ips: 55.3714 images/s [03/12 14:46:01] ppdet.engine INFO: Epoch: [35] [280/610] learning_rate: 0.232019 loss_vfl: 1.117076 loss_bbox: 0.551401 loss_dfl: 0.427325 loss: 2.097961 eta: 1 day, 14:07:51 batch_cost: 0.8155 data_cost: 0.0003 ips: 58.8614 images/s [03/12 14:46:19] ppdet.engine INFO: Epoch: [35] [300/610] learning_rate: 0.232004 loss_vfl: 1.166527 loss_bbox: 0.567306 loss_dfl: 0.431940 loss: 2.126137 eta: 1 day, 14:07:29 batch_cost: 0.8203 data_cost: 0.0003 ips: 58.5182 images/s [03/12 14:46:38] ppdet.engine INFO: Epoch: [35] [320/610] learning_rate: 0.231989 loss_vfl: 1.170333 loss_bbox: 0.566814 loss_dfl: 0.440272 loss: 2.151177 eta: 1 day, 14:07:11 batch_cost: 0.8449 data_cost: 0.0009 ips: 56.8087 images/s [03/12 14:46:57] ppdet.engine INFO: Epoch: [35] [340/610] learning_rate: 0.231974 loss_vfl: 1.229520 loss_bbox: 0.581395 loss_dfl: 0.460563 loss: 2.256323 eta: 1 day, 14:06:53 batch_cost: 0.8428 data_cost: 0.0011 ips: 56.9524 images/s [03/12 14:47:15] ppdet.engine INFO: Epoch: [35] [360/610] learning_rate: 0.231959 loss_vfl: 1.255686 loss_bbox: 0.620055 loss_dfl: 0.479031 loss: 2.343309 eta: 1 day, 14:06:31 batch_cost: 0.8173 data_cost: 0.0003 ips: 58.7293 images/s [03/12 14:47:35] ppdet.engine INFO: Epoch: [35] [380/610] learning_rate: 0.231944 loss_vfl: 1.309899 loss_bbox: 0.635558 loss_dfl: 0.489969 loss: 2.443783 eta: 1 day, 14:06:17 batch_cost: 0.8707 data_cost: 0.0010 ips: 55.1312 images/s [03/12 14:47:53] ppdet.engine INFO: Epoch: [35] [400/610] learning_rate: 0.231930 loss_vfl: 1.278384 loss_bbox: 0.621325 loss_dfl: 0.478864 loss: 2.378535 eta: 1 day, 14:05:54 batch_cost: 0.8128 data_cost: 0.0009 ips: 59.0540 images/s [03/12 14:48:12] ppdet.engine INFO: Epoch: [35] [420/610] learning_rate: 0.231915 loss_vfl: 1.168101 loss_bbox: 0.566645 loss_dfl: 0.446296 loss: 2.172836 eta: 1 day, 14:05:38 batch_cost: 0.8562 data_cost: 0.0004 ips: 56.0637 images/s [03/12 14:48:31] ppdet.engine INFO: Epoch: [35] [440/610] learning_rate: 0.231900 loss_vfl: 1.243152 loss_bbox: 0.624303 loss_dfl: 0.483138 loss: 2.352943 eta: 1 day, 14:05:23 batch_cost: 0.8590 data_cost: 0.0009 ips: 55.8759 images/s [03/12 14:48:49] ppdet.engine INFO: Epoch: [35] [460/610] learning_rate: 0.231885 loss_vfl: 1.200422 loss_bbox: 0.610304 loss_dfl: 0.467585 loss: 2.329062 eta: 1 day, 14:05:01 batch_cost: 0.8201 data_cost: 0.0009 ips: 58.5310 images/s [03/12 14:49:08] ppdet.engine INFO: Epoch: [35] [480/610] learning_rate: 0.231870 loss_vfl: 1.185965 loss_bbox: 0.546383 loss_dfl: 0.429434 loss: 2.157956 eta: 1 day, 14:04:40 batch_cost: 0.8261 data_cost: 0.0008 ips: 58.1045 images/s [03/12 14:49:27] ppdet.engine INFO: Epoch: [35] [500/610] learning_rate: 0.231855 loss_vfl: 1.253757 loss_bbox: 0.616050 loss_dfl: 0.479891 loss: 2.364276 eta: 1 day, 14:04:24 batch_cost: 0.8546 data_cost: 0.0003 ips: 56.1653 images/s [03/12 14:49:46] ppdet.engine INFO: Epoch: [35] [520/610] learning_rate: 0.231840 loss_vfl: 1.229921 loss_bbox: 0.643095 loss_dfl: 0.481878 loss: 2.314229 eta: 1 day, 14:04:06 batch_cost: 0.8461 data_cost: 0.0012 ips: 56.7281 images/s [03/12 14:50:05] ppdet.engine INFO: Epoch: [35] [540/610] learning_rate: 0.231825 loss_vfl: 1.277815 loss_bbox: 0.592200 loss_dfl: 0.459792 loss: 2.346701 eta: 1 day, 14:03:47 batch_cost: 0.8381 data_cost: 0.0003 ips: 57.2694 images/s [03/12 14:50:23] ppdet.engine INFO: Epoch: [35] [560/610] learning_rate: 0.231810 loss_vfl: 1.222974 loss_bbox: 0.590905 loss_dfl: 0.457276 loss: 2.278967 eta: 1 day, 14:03:27 batch_cost: 0.8264 data_cost: 0.0007 ips: 58.0814 images/s [03/12 14:50:41] ppdet.engine INFO: Epoch: [35] [580/610] learning_rate: 0.231795 loss_vfl: 1.274125 loss_bbox: 0.622488 loss_dfl: 0.476983 loss: 2.379822 eta: 1 day, 14:03:04 batch_cost: 0.8108 data_cost: 0.0003 ips: 59.2035 images/s [03/12 14:51:00] ppdet.engine INFO: Epoch: [35] [600/610] learning_rate: 0.231780 loss_vfl: 1.233274 loss_bbox: 0.587922 loss_dfl: 0.460185 loss: 2.302891 eta: 1 day, 14:02:46 batch_cost: 0.8436 data_cost: 0.0004 ips: 56.9016 images/s [03/12 14:51:14] ppdet.engine INFO: Epoch: [36] [ 0/610] learning_rate: 0.231773 loss_vfl: 1.204817 loss_bbox: 0.603139 loss_dfl: 0.457108 loss: 2.228165 eta: 1 day, 14:03:06 batch_cost: 1.0352 data_cost: 0.2601 ips: 46.3677 images/s [03/12 14:51:36] ppdet.engine INFO: Epoch: [36] [ 20/610] learning_rate: 0.231758 loss_vfl: 1.144145 loss_bbox: 0.585367 loss_dfl: 0.454582 loss: 2.184033 eta: 1 day, 14:03:06 batch_cost: 0.9622 data_cost: 0.0003 ips: 49.8869 images/s [03/12 14:51:56] ppdet.engine INFO: Epoch: [36] [ 40/610] learning_rate: 0.231743 loss_vfl: 1.209729 loss_bbox: 0.564884 loss_dfl: 0.446339 loss: 2.200562 eta: 1 day, 14:02:54 batch_cost: 0.8852 data_cost: 0.0004 ips: 54.2256 images/s [03/12 14:52:15] ppdet.engine INFO: Epoch: [36] [ 60/610] learning_rate: 0.231727 loss_vfl: 1.228080 loss_bbox: 0.585640 loss_dfl: 0.453143 loss: 2.284247 eta: 1 day, 14:02:37 batch_cost: 0.8564 data_cost: 0.0003 ips: 56.0460 images/s [03/12 14:52:34] ppdet.engine INFO: Epoch: [36] [ 80/610] learning_rate: 0.231712 loss_vfl: 1.225693 loss_bbox: 0.589419 loss_dfl: 0.453997 loss: 2.290961 eta: 1 day, 14:02:18 batch_cost: 0.8372 data_cost: 0.0003 ips: 57.3326 images/s [03/12 14:52:52] ppdet.engine INFO: Epoch: [36] [100/610] learning_rate: 0.231697 loss_vfl: 1.263312 loss_bbox: 0.595701 loss_dfl: 0.451310 loss: 2.297673 eta: 1 day, 14:01:58 batch_cost: 0.8262 data_cost: 0.0003 ips: 58.0959 images/s [03/12 14:53:11] ppdet.engine INFO: Epoch: [36] [120/610] learning_rate: 0.231682 loss_vfl: 1.195389 loss_bbox: 0.574474 loss_dfl: 0.441443 loss: 2.208287 eta: 1 day, 14:01:37 batch_cost: 0.8224 data_cost: 0.0003 ips: 58.3651 images/s [03/12 14:53:30] ppdet.engine INFO: Epoch: [36] [140/610] learning_rate: 0.231667 loss_vfl: 1.242423 loss_bbox: 0.596936 loss_dfl: 0.464558 loss: 2.324584 eta: 1 day, 14:01:25 batch_cost: 0.8855 data_cost: 0.0003 ips: 54.2051 images/s [03/12 14:53:48] ppdet.engine INFO: Epoch: [36] [160/610] learning_rate: 0.231652 loss_vfl: 1.251494 loss_bbox: 0.592150 loss_dfl: 0.453829 loss: 2.334225 eta: 1 day, 14:00:59 batch_cost: 0.7918 data_cost: 0.0003 ips: 60.6187 images/s [03/12 14:54:07] ppdet.engine INFO: Epoch: [36] [180/610] learning_rate: 0.231637 loss_vfl: 1.164796 loss_bbox: 0.565630 loss_dfl: 0.439736 loss: 2.184093 eta: 1 day, 14:00:47 batch_cost: 0.8828 data_cost: 0.0003 ips: 54.3714 images/s [03/12 14:54:26] ppdet.engine INFO: Epoch: [36] [200/610] learning_rate: 0.231622 loss_vfl: 1.238304 loss_bbox: 0.583854 loss_dfl: 0.448284 loss: 2.262806 eta: 1 day, 14:00:27 batch_cost: 0.8311 data_cost: 0.0013 ips: 57.7538 images/s [03/12 14:54:45] ppdet.engine INFO: Epoch: [36] [220/610] learning_rate: 0.231607 loss_vfl: 1.274940 loss_bbox: 0.598093 loss_dfl: 0.463527 loss: 2.336055 eta: 1 day, 14:00:08 batch_cost: 0.8386 data_cost: 0.0003 ips: 57.2370 images/s [03/12 14:55:03] ppdet.engine INFO: Epoch: [36] [240/610] learning_rate: 0.231591 loss_vfl: 1.263381 loss_bbox: 0.592501 loss_dfl: 0.466134 loss: 2.314499 eta: 1 day, 13:59:47 batch_cost: 0.8194 data_cost: 0.0003 ips: 58.5808 images/s [03/12 14:55:21] ppdet.engine INFO: Epoch: [36] [260/610] learning_rate: 0.231576 loss_vfl: 1.150077 loss_bbox: 0.555839 loss_dfl: 0.424000 loss: 2.147459 eta: 1 day, 13:59:26 batch_cost: 0.8271 data_cost: 0.0003 ips: 58.0338 images/s [03/12 14:55:40] ppdet.engine INFO: Epoch: [36] [280/610] learning_rate: 0.231561 loss_vfl: 1.292565 loss_bbox: 0.619988 loss_dfl: 0.489656 loss: 2.432808 eta: 1 day, 13:59:09 batch_cost: 0.8465 data_cost: 0.0003 ips: 56.7052 images/s [03/12 14:55:59] ppdet.engine INFO: Epoch: [36] [300/610] learning_rate: 0.231546 loss_vfl: 1.236370 loss_bbox: 0.566479 loss_dfl: 0.455148 loss: 2.241592 eta: 1 day, 13:58:46 batch_cost: 0.8117 data_cost: 0.0003 ips: 59.1366 images/s [03/12 14:56:17] ppdet.engine INFO: Epoch: [36] [320/610] learning_rate: 0.231531 loss_vfl: 1.218447 loss_bbox: 0.589252 loss_dfl: 0.468874 loss: 2.281240 eta: 1 day, 13:58:17 batch_cost: 0.7700 data_cost: 0.0016 ips: 62.3378 images/s [03/12 14:56:35] ppdet.engine INFO: Epoch: [36] [340/610] learning_rate: 0.231515 loss_vfl: 1.197766 loss_bbox: 0.548125 loss_dfl: 0.430110 loss: 2.188030 eta: 1 day, 13:57:54 batch_cost: 0.8042 data_cost: 0.0003 ips: 59.6862 images/s [03/12 14:56:53] ppdet.engine INFO: Epoch: [36] [360/610] learning_rate: 0.231500 loss_vfl: 1.229333 loss_bbox: 0.552886 loss_dfl: 0.437006 loss: 2.217634 eta: 1 day, 13:57:30 batch_cost: 0.8070 data_cost: 0.0008 ips: 59.4825 images/s [03/12 14:57:11] ppdet.engine INFO: Epoch: [36] [380/610] learning_rate: 0.231485 loss_vfl: 1.193815 loss_bbox: 0.567888 loss_dfl: 0.443303 loss: 2.208177 eta: 1 day, 13:57:09 batch_cost: 0.8188 data_cost: 0.0007 ips: 58.6246 images/s [03/12 14:57:31] ppdet.engine INFO: Epoch: [36] [400/610] learning_rate: 0.231470 loss_vfl: 1.247608 loss_bbox: 0.628474 loss_dfl: 0.467836 loss: 2.372501 eta: 1 day, 13:56:52 batch_cost: 0.8527 data_cost: 0.0003 ips: 56.2894 images/s [03/12 14:57:49] ppdet.engine INFO: Epoch: [36] [420/610] learning_rate: 0.231454 loss_vfl: 1.231910 loss_bbox: 0.558048 loss_dfl: 0.449027 loss: 2.236200 eta: 1 day, 13:56:30 batch_cost: 0.8171 data_cost: 0.0003 ips: 58.7444 images/s [03/12 14:58:08] ppdet.engine INFO: Epoch: [36] [440/610] learning_rate: 0.231439 loss_vfl: 1.179668 loss_bbox: 0.569051 loss_dfl: 0.433141 loss: 2.200707 eta: 1 day, 13:56:11 batch_cost: 0.8373 data_cost: 0.0020 ips: 57.3296 images/s [03/12 14:58:27] ppdet.engine INFO: Epoch: [36] [460/610] learning_rate: 0.231424 loss_vfl: 1.220392 loss_bbox: 0.610527 loss_dfl: 0.467522 loss: 2.298382 eta: 1 day, 13:55:54 batch_cost: 0.8451 data_cost: 0.0004 ips: 56.8003 images/s [03/12 14:58:45] ppdet.engine INFO: Epoch: [36] [480/610] learning_rate: 0.231408 loss_vfl: 1.191299 loss_bbox: 0.567560 loss_dfl: 0.441461 loss: 2.223498 eta: 1 day, 13:55:34 batch_cost: 0.8348 data_cost: 0.0003 ips: 57.4998 images/s [03/12 14:59:03] ppdet.engine INFO: Epoch: [36] [500/610] learning_rate: 0.231393 loss_vfl: 1.280493 loss_bbox: 0.602103 loss_dfl: 0.467378 loss: 2.316029 eta: 1 day, 13:55:11 batch_cost: 0.8048 data_cost: 0.0004 ips: 59.6434 images/s [03/12 14:59:22] ppdet.engine INFO: Epoch: [36] [520/610] learning_rate: 0.231378 loss_vfl: 1.207213 loss_bbox: 0.592393 loss_dfl: 0.442324 loss: 2.227623 eta: 1 day, 13:54:52 batch_cost: 0.8390 data_cost: 0.0003 ips: 57.2130 images/s [03/12 14:59:41] ppdet.engine INFO: Epoch: [36] [540/610] learning_rate: 0.231362 loss_vfl: 1.229690 loss_bbox: 0.623495 loss_dfl: 0.455856 loss: 2.312768 eta: 1 day, 13:54:27 batch_cost: 0.7954 data_cost: 0.0003 ips: 60.3440 images/s [03/12 15:00:00] ppdet.engine INFO: Epoch: [36] [560/610] learning_rate: 0.231347 loss_vfl: 1.242510 loss_bbox: 0.602278 loss_dfl: 0.462373 loss: 2.302890 eta: 1 day, 13:54:11 batch_cost: 0.8530 data_cost: 0.0009 ips: 56.2722 images/s [03/12 15:00:18] ppdet.engine INFO: Epoch: [36] [580/610] learning_rate: 0.231331 loss_vfl: 1.212739 loss_bbox: 0.574239 loss_dfl: 0.454189 loss: 2.218316 eta: 1 day, 13:53:54 batch_cost: 0.8483 data_cost: 0.0003 ips: 56.5828 images/s [03/12 15:00:37] ppdet.engine INFO: Epoch: [36] [600/610] learning_rate: 0.231316 loss_vfl: 1.266174 loss_bbox: 0.595731 loss_dfl: 0.472124 loss: 2.366409 eta: 1 day, 13:53:34 batch_cost: 0.8329 data_cost: 0.0004 ips: 57.6331 images/s [03/12 15:00:52] ppdet.engine INFO: Epoch: [37] [ 0/610] learning_rate: 0.231308 loss_vfl: 1.298127 loss_bbox: 0.592024 loss_dfl: 0.456058 loss: 2.366409 eta: 1 day, 13:53:53 batch_cost: 1.0473 data_cost: 0.2565 ips: 45.8317 images/s [03/12 15:01:13] ppdet.engine INFO: Epoch: [37] [ 20/610] learning_rate: 0.231293 loss_vfl: 1.207577 loss_bbox: 0.596131 loss_dfl: 0.460817 loss: 2.226539 eta: 1 day, 13:53:52 batch_cost: 0.9610 data_cost: 0.0011 ips: 49.9458 images/s [03/12 15:01:33] ppdet.engine INFO: Epoch: [37] [ 40/610] learning_rate: 0.231278 loss_vfl: 1.155047 loss_bbox: 0.569609 loss_dfl: 0.454256 loss: 2.182624 eta: 1 day, 13:53:40 batch_cost: 0.8900 data_cost: 0.0006 ips: 53.9348 images/s [03/12 15:01:52] ppdet.engine INFO: Epoch: [37] [ 60/610] learning_rate: 0.231262 loss_vfl: 1.216058 loss_bbox: 0.582122 loss_dfl: 0.457609 loss: 2.255679 eta: 1 day, 13:53:22 batch_cost: 0.8413 data_cost: 0.0011 ips: 57.0559 images/s [03/12 15:02:11] ppdet.engine INFO: Epoch: [37] [ 80/610] learning_rate: 0.231247 loss_vfl: 1.232651 loss_bbox: 0.574106 loss_dfl: 0.444697 loss: 2.255907 eta: 1 day, 13:53:06 batch_cost: 0.8598 data_cost: 0.0011 ips: 55.8288 images/s [03/12 15:02:29] ppdet.engine INFO: Epoch: [37] [100/610] learning_rate: 0.231231 loss_vfl: 1.237157 loss_bbox: 0.577657 loss_dfl: 0.446016 loss: 2.239119 eta: 1 day, 13:52:50 batch_cost: 0.8562 data_cost: 0.0006 ips: 56.0592 images/s [03/12 15:02:48] ppdet.engine INFO: Epoch: [37] [120/610] learning_rate: 0.231216 loss_vfl: 1.187781 loss_bbox: 0.592832 loss_dfl: 0.463193 loss: 2.292892 eta: 1 day, 13:52:35 batch_cost: 0.8666 data_cost: 0.0004 ips: 55.3904 images/s [03/12 15:03:07] ppdet.engine INFO: Epoch: [37] [140/610] learning_rate: 0.231200 loss_vfl: 1.270684 loss_bbox: 0.608527 loss_dfl: 0.472310 loss: 2.384097 eta: 1 day, 13:52:20 batch_cost: 0.8604 data_cost: 0.0010 ips: 55.7878 images/s [03/12 15:03:25] ppdet.engine INFO: Epoch: [37] [160/610] learning_rate: 0.231185 loss_vfl: 1.160065 loss_bbox: 0.552058 loss_dfl: 0.427274 loss: 2.152699 eta: 1 day, 13:51:56 batch_cost: 0.8050 data_cost: 0.0004 ips: 59.6292 images/s [03/12 15:03:44] ppdet.engine INFO: Epoch: [37] [180/610] learning_rate: 0.231169 loss_vfl: 1.317963 loss_bbox: 0.613925 loss_dfl: 0.485246 loss: 2.395761 eta: 1 day, 13:51:41 batch_cost: 0.8638 data_cost: 0.0004 ips: 55.5659 images/s [03/12 15:04:03] ppdet.engine INFO: Epoch: [37] [200/610] learning_rate: 0.231154 loss_vfl: 1.268007 loss_bbox: 0.580527 loss_dfl: 0.464926 loss: 2.301335 eta: 1 day, 13:51:22 batch_cost: 0.8358 data_cost: 0.0010 ips: 57.4282 images/s [03/12 15:04:21] ppdet.engine INFO: Epoch: [37] [220/610] learning_rate: 0.231138 loss_vfl: 1.247864 loss_bbox: 0.630268 loss_dfl: 0.478168 loss: 2.367155 eta: 1 day, 13:50:59 batch_cost: 0.8104 data_cost: 0.0004 ips: 59.2289 images/s [03/12 15:04:40] ppdet.engine INFO: Epoch: [37] [240/610] learning_rate: 0.231122 loss_vfl: 1.189071 loss_bbox: 0.586096 loss_dfl: 0.453450 loss: 2.222899 eta: 1 day, 13:50:43 batch_cost: 0.8552 data_cost: 0.0004 ips: 56.1275 images/s [03/12 15:04:58] ppdet.engine INFO: Epoch: [37] [260/610] learning_rate: 0.231107 loss_vfl: 1.226748 loss_bbox: 0.584150 loss_dfl: 0.442303 loss: 2.191685 eta: 1 day, 13:50:23 batch_cost: 0.8266 data_cost: 0.0011 ips: 58.0666 images/s [03/12 15:05:17] ppdet.engine INFO: Epoch: [37] [280/610] learning_rate: 0.231091 loss_vfl: 1.253320 loss_bbox: 0.593169 loss_dfl: 0.461479 loss: 2.312518 eta: 1 day, 13:50:04 batch_cost: 0.8345 data_cost: 0.0003 ips: 57.5192 images/s [03/12 15:05:35] ppdet.engine INFO: Epoch: [37] [300/610] learning_rate: 0.231076 loss_vfl: 1.220703 loss_bbox: 0.620621 loss_dfl: 0.464718 loss: 2.294128 eta: 1 day, 13:49:44 batch_cost: 0.8349 data_cost: 0.0009 ips: 57.4900 images/s [03/12 15:05:54] ppdet.engine INFO: Epoch: [37] [320/610] learning_rate: 0.231060 loss_vfl: 1.240127 loss_bbox: 0.616890 loss_dfl: 0.469732 loss: 2.292418 eta: 1 day, 13:49:25 batch_cost: 0.8315 data_cost: 0.0003 ips: 57.7241 images/s [03/12 15:06:13] ppdet.engine INFO: Epoch: [37] [340/610] learning_rate: 0.231044 loss_vfl: 1.166082 loss_bbox: 0.568213 loss_dfl: 0.451184 loss: 2.190984 eta: 1 day, 13:49:07 batch_cost: 0.8433 data_cost: 0.0008 ips: 56.9201 images/s [03/12 15:06:32] ppdet.engine INFO: Epoch: [37] [360/610] learning_rate: 0.231029 loss_vfl: 1.177351 loss_bbox: 0.579428 loss_dfl: 0.447013 loss: 2.214901 eta: 1 day, 13:48:52 batch_cost: 0.8640 data_cost: 0.0004 ips: 55.5529 images/s [03/12 15:06:50] ppdet.engine INFO: Epoch: [37] [380/610] learning_rate: 0.231013 loss_vfl: 1.201309 loss_bbox: 0.569420 loss_dfl: 0.449538 loss: 2.231013 eta: 1 day, 13:48:33 batch_cost: 0.8371 data_cost: 0.0004 ips: 57.3395 images/s [03/12 15:07:09] ppdet.engine INFO: Epoch: [37] [400/610] learning_rate: 0.230997 loss_vfl: 1.235274 loss_bbox: 0.619486 loss_dfl: 0.471051 loss: 2.306287 eta: 1 day, 13:48:15 batch_cost: 0.8474 data_cost: 0.0008 ips: 56.6447 images/s [03/12 15:07:27] ppdet.engine INFO: Epoch: [37] [420/610] learning_rate: 0.230982 loss_vfl: 1.256474 loss_bbox: 0.599950 loss_dfl: 0.470309 loss: 2.336208 eta: 1 day, 13:47:57 batch_cost: 0.8421 data_cost: 0.0029 ips: 56.9994 images/s [03/12 15:07:45] ppdet.engine INFO: Epoch: [37] [440/610] learning_rate: 0.230966 loss_vfl: 1.245399 loss_bbox: 0.619735 loss_dfl: 0.487883 loss: 2.349559 eta: 1 day, 13:47:32 batch_cost: 0.7912 data_cost: 0.0004 ips: 60.6690 images/s [03/12 15:08:04] ppdet.engine INFO: Epoch: [37] [460/610] learning_rate: 0.230950 loss_vfl: 1.209334 loss_bbox: 0.590814 loss_dfl: 0.451883 loss: 2.250534 eta: 1 day, 13:47:09 batch_cost: 0.8049 data_cost: 0.0010 ips: 59.6326 images/s [03/12 15:08:22] ppdet.engine INFO: Epoch: [37] [480/610] learning_rate: 0.230935 loss_vfl: 1.212939 loss_bbox: 0.624536 loss_dfl: 0.481026 loss: 2.337249 eta: 1 day, 13:46:49 batch_cost: 0.8294 data_cost: 0.0003 ips: 57.8756 images/s [03/12 15:08:40] ppdet.engine INFO: Epoch: [37] [500/610] learning_rate: 0.230919 loss_vfl: 1.148238 loss_bbox: 0.539840 loss_dfl: 0.422393 loss: 2.117652 eta: 1 day, 13:46:27 batch_cost: 0.8176 data_cost: 0.0003 ips: 58.7117 images/s [03/12 15:08:58] ppdet.engine INFO: Epoch: [37] [520/610] learning_rate: 0.230903 loss_vfl: 1.230085 loss_bbox: 0.613247 loss_dfl: 0.464503 loss: 2.312212 eta: 1 day, 13:46:04 batch_cost: 0.8103 data_cost: 0.0003 ips: 59.2403 images/s [03/12 15:09:16] ppdet.engine INFO: Epoch: [37] [540/610] learning_rate: 0.230887 loss_vfl: 1.266660 loss_bbox: 0.600954 loss_dfl: 0.464114 loss: 2.323569 eta: 1 day, 13:45:45 batch_cost: 0.8313 data_cost: 0.0017 ips: 57.7419 images/s [03/12 15:09:36] ppdet.engine INFO: Epoch: [37] [560/610] learning_rate: 0.230871 loss_vfl: 1.138731 loss_bbox: 0.544087 loss_dfl: 0.426982 loss: 2.103954 eta: 1 day, 13:45:31 batch_cost: 0.8707 data_cost: 0.0010 ips: 55.1293 images/s [03/12 15:09:55] ppdet.engine INFO: Epoch: [37] [580/610] learning_rate: 0.230856 loss_vfl: 1.236861 loss_bbox: 0.598280 loss_dfl: 0.458650 loss: 2.291870 eta: 1 day, 13:45:15 batch_cost: 0.8593 data_cost: 0.0004 ips: 55.8576 images/s [03/12 15:10:13] ppdet.engine INFO: Epoch: [37] [600/610] learning_rate: 0.230840 loss_vfl: 1.276420 loss_bbox: 0.662483 loss_dfl: 0.491889 loss: 2.430705 eta: 1 day, 13:44:58 batch_cost: 0.8475 data_cost: 0.0005 ips: 56.6393 images/s [03/12 15:10:28] ppdet.engine INFO: Epoch: [38] [ 0/610] learning_rate: 0.230832 loss_vfl: 1.308815 loss_bbox: 0.640766 loss_dfl: 0.474642 loss: 2.442559 eta: 1 day, 13:45:16 batch_cost: 1.0367 data_cost: 0.2373 ips: 46.2995 images/s [03/12 15:10:48] ppdet.engine INFO: Epoch: [38] [ 20/610] learning_rate: 0.230816 loss_vfl: 1.202187 loss_bbox: 0.559520 loss_dfl: 0.439465 loss: 2.219851 eta: 1 day, 13:45:09 batch_cost: 0.9190 data_cost: 0.0003 ips: 52.2332 images/s [03/12 15:11:07] ppdet.engine INFO: Epoch: [38] [ 40/610] learning_rate: 0.230800 loss_vfl: 1.239786 loss_bbox: 0.618132 loss_dfl: 0.464237 loss: 2.302413 eta: 1 day, 13:44:56 batch_cost: 0.8862 data_cost: 0.0022 ips: 54.1666 images/s [03/12 15:11:26] ppdet.engine INFO: Epoch: [38] [ 60/610] learning_rate: 0.230784 loss_vfl: 1.249422 loss_bbox: 0.588061 loss_dfl: 0.463204 loss: 2.337978 eta: 1 day, 13:44:44 batch_cost: 0.8830 data_cost: 0.0017 ips: 54.3614 images/s [03/12 15:11:45] ppdet.engine INFO: Epoch: [38] [ 80/610] learning_rate: 0.230769 loss_vfl: 1.295794 loss_bbox: 0.655467 loss_dfl: 0.495158 loss: 2.456478 eta: 1 day, 13:44:31 batch_cost: 0.8782 data_cost: 0.0004 ips: 54.6588 images/s [03/12 15:12:05] ppdet.engine INFO: Epoch: [38] [100/610] learning_rate: 0.230753 loss_vfl: 1.224833 loss_bbox: 0.593167 loss_dfl: 0.469726 loss: 2.292205 eta: 1 day, 13:44:20 batch_cost: 0.8946 data_cost: 0.0004 ips: 53.6523 images/s [03/12 15:12:24] ppdet.engine INFO: Epoch: [38] [120/610] learning_rate: 0.230737 loss_vfl: 1.197521 loss_bbox: 0.568531 loss_dfl: 0.429798 loss: 2.186761 eta: 1 day, 13:44:04 batch_cost: 0.8623 data_cost: 0.0003 ips: 55.6665 images/s [03/12 15:12:43] ppdet.engine INFO: Epoch: [38] [140/610] learning_rate: 0.230721 loss_vfl: 1.216404 loss_bbox: 0.609036 loss_dfl: 0.458098 loss: 2.295045 eta: 1 day, 13:43:48 batch_cost: 0.8534 data_cost: 0.0004 ips: 56.2458 images/s [03/12 15:13:02] ppdet.engine INFO: Epoch: [38] [160/610] learning_rate: 0.230705 loss_vfl: 1.244110 loss_bbox: 0.612272 loss_dfl: 0.462218 loss: 2.273529 eta: 1 day, 13:43:32 batch_cost: 0.8613 data_cost: 0.0004 ips: 55.7301 images/s [03/12 15:13:20] ppdet.engine INFO: Epoch: [38] [180/610] learning_rate: 0.230689 loss_vfl: 1.132908 loss_bbox: 0.552594 loss_dfl: 0.440237 loss: 2.119500 eta: 1 day, 13:43:13 batch_cost: 0.8349 data_cost: 0.0004 ips: 57.4941 images/s [03/12 15:13:39] ppdet.engine INFO: Epoch: [38] [200/610] learning_rate: 0.230673 loss_vfl: 1.239051 loss_bbox: 0.600420 loss_dfl: 0.448369 loss: 2.232950 eta: 1 day, 13:42:52 batch_cost: 0.8217 data_cost: 0.0011 ips: 58.4160 images/s [03/12 15:13:58] ppdet.engine INFO: Epoch: [38] [220/610] learning_rate: 0.230657 loss_vfl: 1.246040 loss_bbox: 0.593725 loss_dfl: 0.465812 loss: 2.290262 eta: 1 day, 13:42:40 batch_cost: 0.8874 data_cost: 0.0004 ips: 54.0933 images/s [03/12 15:14:17] ppdet.engine INFO: Epoch: [38] [240/610] learning_rate: 0.230641 loss_vfl: 1.253383 loss_bbox: 0.610803 loss_dfl: 0.475521 loss: 2.330513 eta: 1 day, 13:42:21 batch_cost: 0.8356 data_cost: 0.0004 ips: 57.4440 images/s [03/12 15:14:36] ppdet.engine INFO: Epoch: [38] [260/610] learning_rate: 0.230625 loss_vfl: 1.189160 loss_bbox: 0.570986 loss_dfl: 0.438171 loss: 2.183076 eta: 1 day, 13:42:04 batch_cost: 0.8481 data_cost: 0.0004 ips: 56.5965 images/s [03/12 15:14:54] ppdet.engine INFO: Epoch: [38] [280/610] learning_rate: 0.230609 loss_vfl: 1.227931 loss_bbox: 0.612433 loss_dfl: 0.470548 loss: 2.272640 eta: 1 day, 13:41:41 batch_cost: 0.8071 data_cost: 0.0003 ips: 59.4714 images/s [03/12 15:15:13] ppdet.engine INFO: Epoch: [38] [300/610] learning_rate: 0.230593 loss_vfl: 1.230480 loss_bbox: 0.574377 loss_dfl: 0.447700 loss: 2.266342 eta: 1 day, 13:41:26 batch_cost: 0.8680 data_cost: 0.0005 ips: 55.2998 images/s [03/12 15:15:32] ppdet.engine INFO: Epoch: [38] [320/610] learning_rate: 0.230577 loss_vfl: 1.207373 loss_bbox: 0.599024 loss_dfl: 0.471435 loss: 2.280976 eta: 1 day, 13:41:09 batch_cost: 0.8511 data_cost: 0.0003 ips: 56.4002 images/s [03/12 15:15:50] ppdet.engine INFO: Epoch: [38] [340/610] learning_rate: 0.230561 loss_vfl: 1.167725 loss_bbox: 0.549110 loss_dfl: 0.420697 loss: 2.150293 eta: 1 day, 13:40:44 batch_cost: 0.7914 data_cost: 0.0004 ips: 60.6542 images/s [03/12 15:16:09] ppdet.engine INFO: Epoch: [38] [360/610] learning_rate: 0.230545 loss_vfl: 1.244262 loss_bbox: 0.604983 loss_dfl: 0.469545 loss: 2.310078 eta: 1 day, 13:40:24 batch_cost: 0.8279 data_cost: 0.0004 ips: 57.9752 images/s [03/12 15:16:28] ppdet.engine INFO: Epoch: [38] [380/610] learning_rate: 0.230529 loss_vfl: 1.184446 loss_bbox: 0.596470 loss_dfl: 0.460317 loss: 2.242042 eta: 1 day, 13:40:05 batch_cost: 0.8381 data_cost: 0.0003 ips: 57.2745 images/s [03/12 15:16:47] ppdet.engine INFO: Epoch: [38] [400/610] learning_rate: 0.230513 loss_vfl: 1.179493 loss_bbox: 0.582231 loss_dfl: 0.450866 loss: 2.225731 eta: 1 day, 13:39:54 batch_cost: 0.8899 data_cost: 0.0004 ips: 53.9364 images/s [03/12 15:17:06] ppdet.engine INFO: Epoch: [38] [420/610] learning_rate: 0.230497 loss_vfl: 1.117041 loss_bbox: 0.535241 loss_dfl: 0.415499 loss: 2.074455 eta: 1 day, 13:39:43 batch_cost: 0.8968 data_cost: 0.0009 ips: 53.5247 images/s [03/12 15:17:25] ppdet.engine INFO: Epoch: [38] [440/610] learning_rate: 0.230481 loss_vfl: 1.179605 loss_bbox: 0.557138 loss_dfl: 0.422802 loss: 2.172524 eta: 1 day, 13:39:24 batch_cost: 0.8341 data_cost: 0.0003 ips: 57.5454 images/s [03/12 15:17:43] ppdet.engine INFO: Epoch: [38] [460/610] learning_rate: 0.230465 loss_vfl: 1.202484 loss_bbox: 0.588592 loss_dfl: 0.451729 loss: 2.222104 eta: 1 day, 13:39:02 batch_cost: 0.8201 data_cost: 0.0003 ips: 58.5262 images/s [03/12 15:18:03] ppdet.engine INFO: Epoch: [38] [480/610] learning_rate: 0.230448 loss_vfl: 1.262658 loss_bbox: 0.589640 loss_dfl: 0.458343 loss: 2.285810 eta: 1 day, 13:38:48 batch_cost: 0.8717 data_cost: 0.0004 ips: 55.0632 images/s [03/12 15:18:22] ppdet.engine INFO: Epoch: [38] [500/610] learning_rate: 0.230432 loss_vfl: 1.210351 loss_bbox: 0.577771 loss_dfl: 0.466686 loss: 2.230028 eta: 1 day, 13:38:33 batch_cost: 0.8641 data_cost: 0.0004 ips: 55.5513 images/s [03/12 15:18:41] ppdet.engine INFO: Epoch: [38] [520/610] learning_rate: 0.230416 loss_vfl: 1.312691 loss_bbox: 0.611516 loss_dfl: 0.479259 loss: 2.414466 eta: 1 day, 13:38:12 batch_cost: 0.8192 data_cost: 0.0004 ips: 58.5959 images/s [03/12 15:19:00] ppdet.engine INFO: Epoch: [38] [540/610] learning_rate: 0.230400 loss_vfl: 1.231521 loss_bbox: 0.623120 loss_dfl: 0.464494 loss: 2.314546 eta: 1 day, 13:38:01 batch_cost: 0.8936 data_cost: 0.0010 ips: 53.7169 images/s [03/12 15:19:19] ppdet.engine INFO: Epoch: [38] [560/610] learning_rate: 0.230384 loss_vfl: 1.195490 loss_bbox: 0.559912 loss_dfl: 0.440364 loss: 2.185877 eta: 1 day, 13:37:42 batch_cost: 0.8401 data_cost: 0.0003 ips: 57.1339 images/s [03/12 15:19:38] ppdet.engine INFO: Epoch: [38] [580/610] learning_rate: 0.230368 loss_vfl: 1.198914 loss_bbox: 0.568058 loss_dfl: 0.437095 loss: 2.183967 eta: 1 day, 13:37:32 batch_cost: 0.9014 data_cost: 0.0010 ips: 53.2480 images/s [03/12 15:19:56] ppdet.engine INFO: Epoch: [38] [600/610] learning_rate: 0.230351 loss_vfl: 1.199700 loss_bbox: 0.563977 loss_dfl: 0.441031 loss: 2.186127 eta: 1 day, 13:37:13 batch_cost: 0.8352 data_cost: 0.0004 ips: 57.4729 images/s [03/12 15:20:11] ppdet.engine INFO: Epoch: [39] [ 0/610] learning_rate: 0.230343 loss_vfl: 1.232317 loss_bbox: 0.584667 loss_dfl: 0.461850 loss: 2.250530 eta: 1 day, 13:37:33 batch_cost: 1.0723 data_cost: 0.2497 ips: 44.7637 images/s [03/12 15:20:32] ppdet.engine INFO: Epoch: [39] [ 20/610] learning_rate: 0.230327 loss_vfl: 1.242630 loss_bbox: 0.600106 loss_dfl: 0.460675 loss: 2.292633 eta: 1 day, 13:37:29 batch_cost: 0.9475 data_cost: 0.0013 ips: 50.6582 images/s [03/12 15:20:51] ppdet.engine INFO: Epoch: [39] [ 40/610] learning_rate: 0.230311 loss_vfl: 1.179120 loss_bbox: 0.596654 loss_dfl: 0.449825 loss: 2.252997 eta: 1 day, 13:37:12 batch_cost: 0.8556 data_cost: 0.0003 ips: 56.1029 images/s [03/12 15:21:11] ppdet.engine INFO: Epoch: [39] [ 60/610] learning_rate: 0.230295 loss_vfl: 1.175855 loss_bbox: 0.565318 loss_dfl: 0.435545 loss: 2.189545 eta: 1 day, 13:36:55 batch_cost: 0.8521 data_cost: 0.0003 ips: 56.3286 images/s [03/12 15:21:29] ppdet.engine INFO: Epoch: [39] [ 80/610] learning_rate: 0.230278 loss_vfl: 1.187456 loss_bbox: 0.588169 loss_dfl: 0.456584 loss: 2.248430 eta: 1 day, 13:36:37 batch_cost: 0.8391 data_cost: 0.0005 ips: 57.2061 images/s [03/12 15:21:48] ppdet.engine INFO: Epoch: [39] [100/610] learning_rate: 0.230262 loss_vfl: 1.234360 loss_bbox: 0.582414 loss_dfl: 0.445499 loss: 2.261178 eta: 1 day, 13:36:18 batch_cost: 0.8383 data_cost: 0.0006 ips: 57.2610 images/s [03/12 15:22:07] ppdet.engine INFO: Epoch: [39] [120/610] learning_rate: 0.230246 loss_vfl: 1.138379 loss_bbox: 0.552467 loss_dfl: 0.424207 loss: 2.091896 eta: 1 day, 13:36:04 batch_cost: 0.8708 data_cost: 0.0005 ips: 55.1211 images/s [03/12 15:22:25] ppdet.engine INFO: Epoch: [39] [140/610] learning_rate: 0.230229 loss_vfl: 1.197185 loss_bbox: 0.591575 loss_dfl: 0.449778 loss: 2.216275 eta: 1 day, 13:35:42 batch_cost: 0.8158 data_cost: 0.0004 ips: 58.8381 images/s [03/12 15:22:44] ppdet.engine INFO: Epoch: [39] [160/610] learning_rate: 0.230213 loss_vfl: 1.212796 loss_bbox: 0.595558 loss_dfl: 0.462161 loss: 2.273817 eta: 1 day, 13:35:22 batch_cost: 0.8265 data_cost: 0.0014 ips: 58.0745 images/s [03/12 15:23:03] ppdet.engine INFO: Epoch: [39] [180/610] learning_rate: 0.230197 loss_vfl: 1.202379 loss_bbox: 0.593395 loss_dfl: 0.466010 loss: 2.229174 eta: 1 day, 13:35:07 batch_cost: 0.8680 data_cost: 0.0004 ips: 55.3024 images/s [03/12 15:23:22] ppdet.engine INFO: Epoch: [39] [200/610] learning_rate: 0.230180 loss_vfl: 1.152685 loss_bbox: 0.541743 loss_dfl: 0.432304 loss: 2.108459 eta: 1 day, 13:34:47 batch_cost: 0.8265 data_cost: 0.0004 ips: 58.0731 images/s [03/12 15:23:40] ppdet.engine INFO: Epoch: [39] [220/610] learning_rate: 0.230164 loss_vfl: 1.199699 loss_bbox: 0.577257 loss_dfl: 0.449982 loss: 2.217755 eta: 1 day, 13:34:25 batch_cost: 0.8163 data_cost: 0.0025 ips: 58.8000 images/s [03/12 15:23:59] ppdet.engine INFO: Epoch: [39] [240/610] learning_rate: 0.230148 loss_vfl: 1.233456 loss_bbox: 0.569689 loss_dfl: 0.455854 loss: 2.255908 eta: 1 day, 13:34:06 batch_cost: 0.8322 data_cost: 0.0003 ips: 57.6808 images/s [03/12 15:24:17] ppdet.engine INFO: Epoch: [39] [260/610] learning_rate: 0.230131 loss_vfl: 1.224549 loss_bbox: 0.565664 loss_dfl: 0.459716 loss: 2.280038 eta: 1 day, 13:33:44 batch_cost: 0.8147 data_cost: 0.0003 ips: 58.9141 images/s [03/12 15:24:35] ppdet.engine INFO: Epoch: [39] [280/610] learning_rate: 0.230115 loss_vfl: 1.206750 loss_bbox: 0.599379 loss_dfl: 0.452676 loss: 2.270081 eta: 1 day, 13:33:24 batch_cost: 0.8308 data_cost: 0.0003 ips: 57.7731 images/s [03/12 15:24:54] ppdet.engine INFO: Epoch: [39] [300/610] learning_rate: 0.230099 loss_vfl: 1.295063 loss_bbox: 0.648414 loss_dfl: 0.509735 loss: 2.534528 eta: 1 day, 13:33:08 batch_cost: 0.8574 data_cost: 0.0003 ips: 55.9832 images/s [03/12 15:25:13] ppdet.engine INFO: Epoch: [39] [320/610] learning_rate: 0.230082 loss_vfl: 1.192734 loss_bbox: 0.560921 loss_dfl: 0.444906 loss: 2.221276 eta: 1 day, 13:32:50 batch_cost: 0.8420 data_cost: 0.0003 ips: 57.0095 images/s [03/12 15:25:32] ppdet.engine INFO: Epoch: [39] [340/610] learning_rate: 0.230066 loss_vfl: 1.255424 loss_bbox: 0.613065 loss_dfl: 0.477270 loss: 2.341539 eta: 1 day, 13:32:31 batch_cost: 0.8325 data_cost: 0.0003 ips: 57.6560 images/s [03/12 15:25:51] ppdet.engine INFO: Epoch: [39] [360/610] learning_rate: 0.230049 loss_vfl: 1.165332 loss_bbox: 0.560768 loss_dfl: 0.433845 loss: 2.118618 eta: 1 day, 13:32:13 batch_cost: 0.8478 data_cost: 0.0003 ips: 56.6202 images/s [03/12 15:26:09] ppdet.engine INFO: Epoch: [39] [380/610] learning_rate: 0.230033 loss_vfl: 1.248973 loss_bbox: 0.619238 loss_dfl: 0.471163 loss: 2.304071 eta: 1 day, 13:31:52 batch_cost: 0.8186 data_cost: 0.0010 ips: 58.6359 images/s [03/12 15:26:29] ppdet.engine INFO: Epoch: [39] [400/610] learning_rate: 0.230016 loss_vfl: 1.254580 loss_bbox: 0.609456 loss_dfl: 0.490657 loss: 2.353348 eta: 1 day, 13:31:41 batch_cost: 0.8930 data_cost: 0.0003 ips: 53.7503 images/s [03/12 15:26:47] ppdet.engine INFO: Epoch: [39] [420/610] learning_rate: 0.230000 loss_vfl: 1.160247 loss_bbox: 0.565842 loss_dfl: 0.449594 loss: 2.189349 eta: 1 day, 13:31:20 batch_cost: 0.8215 data_cost: 0.0003 ips: 58.4289 images/s [03/12 15:27:06] ppdet.engine INFO: Epoch: [39] [440/610] learning_rate: 0.229983 loss_vfl: 1.201071 loss_bbox: 0.547016 loss_dfl: 0.441316 loss: 2.173187 eta: 1 day, 13:31:05 batch_cost: 0.8669 data_cost: 0.0003 ips: 55.3685 images/s [03/12 15:27:24] ppdet.engine INFO: Epoch: [39] [460/610] learning_rate: 0.229967 loss_vfl: 1.195925 loss_bbox: 0.603137 loss_dfl: 0.456744 loss: 2.245355 eta: 1 day, 13:30:48 batch_cost: 0.8490 data_cost: 0.0003 ips: 56.5399 images/s [03/12 15:27:43] ppdet.engine INFO: Epoch: [39] [480/610] learning_rate: 0.229950 loss_vfl: 1.173152 loss_bbox: 0.577034 loss_dfl: 0.446416 loss: 2.221225 eta: 1 day, 13:30:33 batch_cost: 0.8664 data_cost: 0.0016 ips: 55.4017 images/s [03/12 15:28:03] ppdet.engine INFO: Epoch: [39] [500/610] learning_rate: 0.229934 loss_vfl: 1.241563 loss_bbox: 0.596559 loss_dfl: 0.465088 loss: 2.268224 eta: 1 day, 13:30:21 batch_cost: 0.8880 data_cost: 0.0010 ips: 54.0537 images/s [03/12 15:28:22] ppdet.engine INFO: Epoch: [39] [520/610] learning_rate: 0.229917 loss_vfl: 1.272084 loss_bbox: 0.613661 loss_dfl: 0.478057 loss: 2.359348 eta: 1 day, 13:30:03 batch_cost: 0.8484 data_cost: 0.0003 ips: 56.5741 images/s [03/12 15:28:40] ppdet.engine INFO: Epoch: [39] [540/610] learning_rate: 0.229901 loss_vfl: 1.241645 loss_bbox: 0.620173 loss_dfl: 0.467906 loss: 2.296779 eta: 1 day, 13:29:44 batch_cost: 0.8316 data_cost: 0.0045 ips: 57.7210 images/s [03/12 15:28:59] ppdet.engine INFO: Epoch: [39] [560/610] learning_rate: 0.229884 loss_vfl: 1.252957 loss_bbox: 0.593464 loss_dfl: 0.467311 loss: 2.283172 eta: 1 day, 13:29:25 batch_cost: 0.8396 data_cost: 0.0003 ips: 57.1706 images/s [03/12 15:29:17] ppdet.engine INFO: Epoch: [39] [580/610] learning_rate: 0.229867 loss_vfl: 1.254331 loss_bbox: 0.574122 loss_dfl: 0.464302 loss: 2.288625 eta: 1 day, 13:29:08 batch_cost: 0.8459 data_cost: 0.0048 ips: 56.7453 images/s [03/12 15:29:36] ppdet.engine INFO: Epoch: [39] [600/610] learning_rate: 0.229851 loss_vfl: 1.267938 loss_bbox: 0.608920 loss_dfl: 0.483644 loss: 2.358721 eta: 1 day, 13:28:48 batch_cost: 0.8346 data_cost: 0.0004 ips: 57.5129 images/s [03/12 15:29:44] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_s_416_coco [03/12 15:29:44] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_s_416_coco [03/12 15:29:45] ppdet.engine INFO: Eval iter: 0 [03/12 15:30:04] ppdet.engine INFO: Eval iter: 100 [03/12 15:30:16] ppdet.engine INFO: Eval iter: 200 [03/12 15:30:27] ppdet.engine INFO: Eval iter: 300 [03/12 15:30:39] ppdet.engine INFO: Eval iter: 400 [03/12 15:30:52] ppdet.engine INFO: Eval iter: 500 [03/12 15:31:03] ppdet.engine INFO: Eval iter: 600 [03/12 15:31:20] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json. loading annotations into memory... Done (t=0.97s) creating index... index created! [03/12 15:31:21] ppdet.metrics.coco_utils INFO: Start evaluate... Loading and preparing results... DONE (t=4.77s) creating index... index created! Running per image evaluation... Evaluate annotation type *bbox* DONE (t=95.60s). Accumulating evaluation results... DONE (t=17.57s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.252 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.391 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.265 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.094 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.260 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.399 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.250 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.398 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.425 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.157 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.471 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.663 [03/12 15:33:21] ppdet.engine INFO: Total sample number: 4952, averge FPS: 60.282054546880225 [03/12 15:33:21] ppdet.engine INFO: Best test bbox ap is 0.252. [03/12 15:33:21] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_s_416_coco [03/12 15:33:21] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_s_416_coco [03/12 15:33:22] ppdet.engine INFO: Epoch: [40] [ 0/610] learning_rate: 0.229843 loss_vfl: 1.197068 loss_bbox: 0.592382 loss_dfl: 0.466615 loss: 2.274375 eta: 1 day, 13:28:26 batch_cost: 0.7206 data_cost: 0.0004 ips: 66.6137 images/s [03/12 15:33:41] ppdet.engine INFO: Epoch: [40] [ 20/610] learning_rate: 0.229826 loss_vfl: 1.214755 loss_bbox: 0.604042 loss_dfl: 0.451295 loss: 2.204216 eta: 1 day, 13:28:11 batch_cost: 0.8686 data_cost: 0.0009 ips: 55.2602 images/s [03/12 15:33:59] ppdet.engine INFO: Epoch: [40] [ 40/610] learning_rate: 0.229809 loss_vfl: 1.178142 loss_bbox: 0.558625 loss_dfl: 0.439993 loss: 2.188667 eta: 1 day, 13:27:48 batch_cost: 0.8050 data_cost: 0.0003 ips: 59.6258 images/s [03/12 15:34:18] ppdet.engine INFO: Epoch: [40] [ 60/610] learning_rate: 0.229793 loss_vfl: 1.191733 loss_bbox: 0.607080 loss_dfl: 0.470160 loss: 2.299352 eta: 1 day, 13:27:31 batch_cost: 0.8471 data_cost: 0.0003 ips: 56.6654 images/s [03/12 15:34:37] ppdet.engine INFO: Epoch: [40] [ 80/610] learning_rate: 0.229776 loss_vfl: 1.222350 loss_bbox: 0.579668 loss_dfl: 0.452959 loss: 2.246486 eta: 1 day, 13:27:14 batch_cost: 0.8500 data_cost: 0.0003 ips: 56.4689 images/s [03/12 15:34:56] ppdet.engine INFO: Epoch: [40] [100/610] learning_rate: 0.229759 loss_vfl: 1.159871 loss_bbox: 0.569908 loss_dfl: 0.450596 loss: 2.118740 eta: 1 day, 13:26:51 batch_cost: 0.8081 data_cost: 0.0003 ips: 59.3988 images/s [03/12 15:35:14] ppdet.engine INFO: Epoch: [40] [120/610] learning_rate: 0.229743 loss_vfl: 1.135512 loss_bbox: 0.525416 loss_dfl: 0.429162 loss: 2.102676 eta: 1 day, 13:26:33 batch_cost: 0.8409 data_cost: 0.0003 ips: 57.0818 images/s [03/12 15:35:33] ppdet.engine INFO: Epoch: [40] [140/610] learning_rate: 0.229726 loss_vfl: 1.234083 loss_bbox: 0.612466 loss_dfl: 0.464863 loss: 2.320847 eta: 1 day, 13:26:14 batch_cost: 0.8365 data_cost: 0.0003 ips: 57.3791 images/s [03/12 15:35:51] ppdet.engine INFO: Epoch: [40] [160/610] learning_rate: 0.229709 loss_vfl: 1.215385 loss_bbox: 0.580128 loss_dfl: 0.450583 loss: 2.261124 eta: 1 day, 13:25:56 batch_cost: 0.8380 data_cost: 0.0003 ips: 57.2774 images/s [03/12 15:36:10] ppdet.engine INFO: Epoch: [40] [180/610] learning_rate: 0.229692 loss_vfl: 1.193208 loss_bbox: 0.574639 loss_dfl: 0.452641 loss: 2.228770 eta: 1 day, 13:25:36 batch_cost: 0.8276 data_cost: 0.0003 ips: 58.0010 images/s [03/12 15:36:28] ppdet.engine INFO: Epoch: [40] [200/610] learning_rate: 0.229676 loss_vfl: 1.246362 loss_bbox: 0.618088 loss_dfl: 0.472558 loss: 2.326804 eta: 1 day, 13:25:14 batch_cost: 0.8162 data_cost: 0.0003 ips: 58.8083 images/s [03/12 15:36:46] ppdet.engine INFO: Epoch: [40] [220/610] learning_rate: 0.229659 loss_vfl: 1.224042 loss_bbox: 0.573820 loss_dfl: 0.446840 loss: 2.237803 eta: 1 day, 13:24:50 batch_cost: 0.7958 data_cost: 0.0003 ips: 60.3193 images/s [03/12 15:37:05] ppdet.engine INFO: Epoch: [40] [240/610] learning_rate: 0.229642 loss_vfl: 1.213479 loss_bbox: 0.590254 loss_dfl: 0.465715 loss: 2.262453 eta: 1 day, 13:24:29 batch_cost: 0.8146 data_cost: 0.0003 ips: 58.9225 images/s [03/12 15:37:24] ppdet.engine INFO: Epoch: [40] [260/610] learning_rate: 0.229625 loss_vfl: 1.276810 loss_bbox: 0.631391 loss_dfl: 0.489127 loss: 2.410787 eta: 1 day, 13:24:09 batch_cost: 0.8314 data_cost: 0.0017 ips: 57.7333 images/s [03/12 15:37:41] ppdet.engine INFO: Epoch: [40] [280/610] learning_rate: 0.229609 loss_vfl: 1.185555 loss_bbox: 0.579379 loss_dfl: 0.449151 loss: 2.227774 eta: 1 day, 13:23:45 batch_cost: 0.7967 data_cost: 0.0012 ips: 60.2470 images/s [03/12 15:38:00] ppdet.engine INFO: Epoch: [40] [300/610] learning_rate: 0.229592 loss_vfl: 1.263783 loss_bbox: 0.605648 loss_dfl: 0.475702 loss: 2.345128 eta: 1 day, 13:23:26 batch_cost: 0.8308 data_cost: 0.0017 ips: 57.7751 images/s [03/12 15:38:19] ppdet.engine INFO: Epoch: [40] [320/610] learning_rate: 0.229575 loss_vfl: 1.258985 loss_bbox: 0.624877 loss_dfl: 0.486204 loss: 2.363083 eta: 1 day, 13:23:08 batch_cost: 0.8444 data_cost: 0.0015 ips: 56.8458 images/s [03/12 15:38:37] ppdet.engine INFO: Epoch: [40] [340/610] learning_rate: 0.229558 loss_vfl: 1.267901 loss_bbox: 0.615803 loss_dfl: 0.487030 loss: 2.389928 eta: 1 day, 13:22:48 batch_cost: 0.8291 data_cost: 0.0003 ips: 57.8915 images/s [03/12 15:38:56] ppdet.engine INFO: Epoch: [40] [360/610] learning_rate: 0.229541 loss_vfl: 1.151178 loss_bbox: 0.535824 loss_dfl: 0.427407 loss: 2.132885 eta: 1 day, 13:22:29 batch_cost: 0.8313 data_cost: 0.0014 ips: 57.7433 images/s [03/12 15:39:15] ppdet.engine INFO: Epoch: [40] [380/610] learning_rate: 0.229525 loss_vfl: 1.227693 loss_bbox: 0.593620 loss_dfl: 0.467467 loss: 2.281489 eta: 1 day, 13:22:16 batch_cost: 0.8862 data_cost: 0.0003 ips: 54.1657 images/s [03/12 15:39:34] ppdet.engine INFO: Epoch: [40] [400/610] learning_rate: 0.229508 loss_vfl: 1.189361 loss_bbox: 0.560390 loss_dfl: 0.437892 loss: 2.196808 eta: 1 day, 13:22:02 batch_cost: 0.8703 data_cost: 0.0003 ips: 55.1537 images/s [03/12 15:39:52] ppdet.engine INFO: Epoch: [40] [420/610] learning_rate: 0.229491 loss_vfl: 1.216933 loss_bbox: 0.578063 loss_dfl: 0.439685 loss: 2.257912 eta: 1 day, 13:21:42 batch_cost: 0.8234 data_cost: 0.0004 ips: 58.2916 images/s [03/12 15:40:12] ppdet.engine INFO: Epoch: [40] [440/610] learning_rate: 0.229474 loss_vfl: 1.112820 loss_bbox: 0.516507 loss_dfl: 0.401393 loss: 2.047518 eta: 1 day, 13:21:25 batch_cost: 0.8543 data_cost: 0.0003 ips: 56.1870 images/s [03/12 15:40:30] ppdet.engine INFO: Epoch: [40] [460/610] learning_rate: 0.229457 loss_vfl: 1.244471 loss_bbox: 0.597628 loss_dfl: 0.472572 loss: 2.296268 eta: 1 day, 13:21:02 batch_cost: 0.8048 data_cost: 0.0003 ips: 59.6414 images/s [03/12 15:40:49] ppdet.engine INFO: Epoch: [40] [480/610] learning_rate: 0.229440 loss_vfl: 1.219793 loss_bbox: 0.599649 loss_dfl: 0.454651 loss: 2.248685 eta: 1 day, 13:20:47 batch_cost: 0.8620 data_cost: 0.0003 ips: 55.6848 images/s [03/12 15:41:07] ppdet.engine INFO: Epoch: [40] [500/610] learning_rate: 0.229423 loss_vfl: 1.247448 loss_bbox: 0.574725 loss_dfl: 0.449140 loss: 2.264117 eta: 1 day, 13:20:23 batch_cost: 0.7963 data_cost: 0.0003 ips: 60.2757 images/s [03/12 15:41:25] ppdet.engine INFO: Epoch: [40] [520/610] learning_rate: 0.229406 loss_vfl: 1.258153 loss_bbox: 0.600210 loss_dfl: 0.475537 loss: 2.345530 eta: 1 day, 13:20:03 batch_cost: 0.8256 data_cost: 0.0003 ips: 58.1380 images/s [03/12 15:41:44] ppdet.engine INFO: Epoch: [40] [540/610] learning_rate: 0.229389 loss_vfl: 1.230714 loss_bbox: 0.586721 loss_dfl: 0.469103 loss: 2.327423 eta: 1 day, 13:19:47 batch_cost: 0.8591 data_cost: 0.0011 ips: 55.8739 images/s [03/12 15:42:03] ppdet.engine INFO: Epoch: [40] [560/610] learning_rate: 0.229372 loss_vfl: 1.121190 loss_bbox: 0.555026 loss_dfl: 0.432429 loss: 2.105542 eta: 1 day, 13:19:33 batch_cost: 0.8753 data_cost: 0.0003 ips: 54.8395 images/s [03/12 15:42:23] ppdet.engine INFO: Epoch: [40] [580/610] learning_rate: 0.229355 loss_vfl: 1.181516 loss_bbox: 0.582630 loss_dfl: 0.445069 loss: 2.191893 eta: 1 day, 13:19:22 batch_cost: 0.8988 data_cost: 0.0003 ips: 53.4038 images/s [03/12 15:42:41] ppdet.engine INFO: Epoch: [40] [600/610] learning_rate: 0.229338 loss_vfl: 1.270919 loss_bbox: 0.612705 loss_dfl: 0.471895 loss: 2.371545 eta: 1 day, 13:18:59 batch_cost: 0.8051 data_cost: 0.0004 ips: 59.6207 images/s [03/12 15:42:56] ppdet.engine INFO: Epoch: [41] [ 0/610] learning_rate: 0.229330 loss_vfl: 1.227953 loss_bbox: 0.578029 loss_dfl: 0.445544 loss: 2.233930 eta: 1 day, 13:19:21 batch_cost: 1.1028 data_cost: 0.1773 ips: 43.5260 images/s [03/12 15:43:17] ppdet.engine INFO: Epoch: [41] [ 20/610] learning_rate: 0.229313 loss_vfl: 1.180887 loss_bbox: 0.585888 loss_dfl: 0.445190 loss: 2.210589 eta: 1 day, 13:19:15 batch_cost: 0.9347 data_cost: 0.0005 ips: 51.3531 images/s [03/12 15:43:37] ppdet.engine INFO: Epoch: [41] [ 40/610] learning_rate: 0.229296 loss_vfl: 1.159339 loss_bbox: 0.564346 loss_dfl: 0.431041 loss: 2.125160 eta: 1 day, 13:19:04 batch_cost: 0.8959 data_cost: 0.0003 ips: 53.5799 images/s [03/12 15:43:55] ppdet.engine INFO: Epoch: [41] [ 60/610] learning_rate: 0.229279 loss_vfl: 1.213017 loss_bbox: 0.596361 loss_dfl: 0.449847 loss: 2.263375 eta: 1 day, 13:18:46 batch_cost: 0.8474 data_cost: 0.0003 ips: 56.6442 images/s [03/12 15:44:15] ppdet.engine INFO: Epoch: [41] [ 80/610] learning_rate: 0.229262 loss_vfl: 1.220871 loss_bbox: 0.591533 loss_dfl: 0.456389 loss: 2.268793 eta: 1 day, 13:18:33 batch_cost: 0.8827 data_cost: 0.0004 ips: 54.3780 images/s [03/12 15:44:34] ppdet.engine INFO: Epoch: [41] [100/610] learning_rate: 0.229245 loss_vfl: 1.183350 loss_bbox: 0.561901 loss_dfl: 0.438920 loss: 2.159989 eta: 1 day, 13:18:14 batch_cost: 0.8351 data_cost: 0.0009 ips: 57.4773 images/s [03/12 15:44:52] ppdet.engine INFO: Epoch: [41] [120/610] learning_rate: 0.229227 loss_vfl: 1.257517 loss_bbox: 0.598262 loss_dfl: 0.464462 loss: 2.324533 eta: 1 day, 13:17:52 batch_cost: 0.8104 data_cost: 0.0003 ips: 59.2308 images/s [03/12 15:45:10] ppdet.engine INFO: Epoch: [41] [140/610] learning_rate: 0.229210 loss_vfl: 1.296634 loss_bbox: 0.648117 loss_dfl: 0.490659 loss: 2.427182 eta: 1 day, 13:17:33 batch_cost: 0.8289 data_cost: 0.0015 ips: 57.9084 images/s [03/12 15:45:29] ppdet.engine INFO: Epoch: [41] [160/610] learning_rate: 0.229193 loss_vfl: 1.220226 loss_bbox: 0.598899 loss_dfl: 0.447613 loss: 2.257584 eta: 1 day, 13:17:14 batch_cost: 0.8382 data_cost: 0.0003 ips: 57.2686 images/s [03/12 15:45:47] ppdet.engine INFO: Epoch: [41] [180/610] learning_rate: 0.229176 loss_vfl: 1.204138 loss_bbox: 0.585196 loss_dfl: 0.463942 loss: 2.251743 eta: 1 day, 13:16:53 batch_cost: 0.8166 data_cost: 0.0003 ips: 58.7816 images/s [03/12 15:46:06] ppdet.engine INFO: Epoch: [41] [200/610] learning_rate: 0.229159 loss_vfl: 1.242206 loss_bbox: 0.621619 loss_dfl: 0.482791 loss: 2.369672 eta: 1 day, 13:16:40 batch_cost: 0.8877 data_cost: 0.0013 ips: 54.0724 images/s [03/12 15:46:25] ppdet.engine INFO: Epoch: [41] [220/610] learning_rate: 0.229142 loss_vfl: 1.212978 loss_bbox: 0.610421 loss_dfl: 0.467929 loss: 2.303513 eta: 1 day, 13:16:22 batch_cost: 0.8353 data_cost: 0.0004 ips: 57.4658 images/s [03/12 15:46:44] ppdet.engine INFO: Epoch: [41] [240/610] learning_rate: 0.229125 loss_vfl: 1.190529 loss_bbox: 0.565241 loss_dfl: 0.438206 loss: 2.204023 eta: 1 day, 13:16:05 batch_cost: 0.8542 data_cost: 0.0008 ips: 56.1908 images/s [03/12 15:47:02] ppdet.engine INFO: Epoch: [41] [260/610] learning_rate: 0.229107 loss_vfl: 1.168099 loss_bbox: 0.572934 loss_dfl: 0.451881 loss: 2.244509 eta: 1 day, 13:15:45 batch_cost: 0.8268 data_cost: 0.0018 ips: 58.0582 images/s [03/12 15:47:20] ppdet.engine INFO: Epoch: [41] [280/610] learning_rate: 0.229090 loss_vfl: 1.209897 loss_bbox: 0.575629 loss_dfl: 0.449552 loss: 2.228382 eta: 1 day, 13:15:25 batch_cost: 0.8250 data_cost: 0.0004 ips: 58.1829 images/s [03/12 15:47:40] ppdet.engine INFO: Epoch: [41] [300/610] learning_rate: 0.229073 loss_vfl: 1.199693 loss_bbox: 0.583023 loss_dfl: 0.461912 loss: 2.256712 eta: 1 day, 13:15:14 batch_cost: 0.9006 data_cost: 0.0010 ips: 53.2967 images/s [03/12 15:47:59] ppdet.engine INFO: Epoch: [41] [320/610] learning_rate: 0.229056 loss_vfl: 1.169173 loss_bbox: 0.568873 loss_dfl: 0.458688 loss: 2.204298 eta: 1 day, 13:14:59 batch_cost: 0.8695 data_cost: 0.0004 ips: 55.2017 images/s [03/12 15:48:18] ppdet.engine INFO: Epoch: [41] [340/610] learning_rate: 0.229039 loss_vfl: 1.186617 loss_bbox: 0.564919 loss_dfl: 0.450942 loss: 2.188622 eta: 1 day, 13:14:42 batch_cost: 0.8483 data_cost: 0.0003 ips: 56.5827 images/s [03/12 15:48:37] ppdet.engine INFO: Epoch: [41] [360/610] learning_rate: 0.229021 loss_vfl: 1.250005 loss_bbox: 0.617387 loss_dfl: 0.467645 loss: 2.299215 eta: 1 day, 13:14:24 batch_cost: 0.8388 data_cost: 0.0010 ips: 57.2220 images/s [03/12 15:48:56] ppdet.engine INFO: Epoch: [41] [380/610] learning_rate: 0.229004 loss_vfl: 1.184716 loss_bbox: 0.575887 loss_dfl: 0.461583 loss: 2.240777 eta: 1 day, 13:14:02 batch_cost: 0.8141 data_cost: 0.0004 ips: 58.9612 images/s [03/12 15:49:15] ppdet.engine INFO: Epoch: [41] [400/610] learning_rate: 0.228987 loss_vfl: 1.234075 loss_bbox: 0.567814 loss_dfl: 0.456920 loss: 2.239844 eta: 1 day, 13:13:47 batch_cost: 0.8677 data_cost: 0.0003 ips: 55.3189 images/s [03/12 15:49:32] ppdet.engine INFO: Epoch: [41] [420/610] learning_rate: 0.228970 loss_vfl: 1.290504 loss_bbox: 0.623638 loss_dfl: 0.510285 loss: 2.419718 eta: 1 day, 13:13:24 batch_cost: 0.8019 data_cost: 0.0010 ips: 59.8560 images/s [03/12 15:49:51] ppdet.engine INFO: Epoch: [41] [440/610] learning_rate: 0.228952 loss_vfl: 1.278050 loss_bbox: 0.602819 loss_dfl: 0.457072 loss: 2.359340 eta: 1 day, 13:13:06 batch_cost: 0.8418 data_cost: 0.0003 ips: 57.0174 images/s [03/12 15:50:11] ppdet.engine INFO: Epoch: [41] [460/610] learning_rate: 0.228935 loss_vfl: 1.258678 loss_bbox: 0.616988 loss_dfl: 0.474520 loss: 2.334643 eta: 1 day, 13:12:50 batch_cost: 0.8583 data_cost: 0.0003 ips: 55.9217 images/s [03/12 15:50:29] ppdet.engine INFO: Epoch: [41] [480/610] learning_rate: 0.228918 loss_vfl: 1.214525 loss_bbox: 0.586263 loss_dfl: 0.456319 loss: 2.265327 eta: 1 day, 13:12:31 batch_cost: 0.8370 data_cost: 0.0003 ips: 57.3510 images/s [03/12 15:50:49] ppdet.engine INFO: Epoch: [41] [500/610] learning_rate: 0.228900 loss_vfl: 1.271448 loss_bbox: 0.625681 loss_dfl: 0.481743 loss: 2.355000 eta: 1 day, 13:12:17 batch_cost: 0.8710 data_cost: 0.0005 ips: 55.1112 images/s [03/12 15:51:07] ppdet.engine INFO: Epoch: [41] [520/610] learning_rate: 0.228883 loss_vfl: 1.200676 loss_bbox: 0.572931 loss_dfl: 0.444862 loss: 2.222530 eta: 1 day, 13:11:55 batch_cost: 0.8130 data_cost: 0.0003 ips: 59.0378 images/s [03/12 15:51:25] ppdet.engine INFO: Epoch: [41] [540/610] learning_rate: 0.228866 loss_vfl: 1.232394 loss_bbox: 0.591929 loss_dfl: 0.456766 loss: 2.272587 eta: 1 day, 13:11:34 batch_cost: 0.8158 data_cost: 0.0008 ips: 58.8399 images/s [03/12 15:51:45] ppdet.engine INFO: Epoch: [41] [560/610] learning_rate: 0.228848 loss_vfl: 1.329196 loss_bbox: 0.628892 loss_dfl: 0.493396 loss: 2.527095 eta: 1 day, 13:11:24 batch_cost: 0.9056 data_cost: 0.0016 ips: 53.0051 images/s [03/12 15:52:03] ppdet.engine INFO: Epoch: [41] [580/610] learning_rate: 0.228831 loss_vfl: 1.248753 loss_bbox: 0.608934 loss_dfl: 0.466573 loss: 2.299605 eta: 1 day, 13:11:03 batch_cost: 0.8171 data_cost: 0.0010 ips: 58.7430 images/s [03/12 15:52:22] ppdet.engine INFO: Epoch: [41] [600/610] learning_rate: 0.228814 loss_vfl: 1.168226 loss_bbox: 0.576940 loss_dfl: 0.437710 loss: 2.198008 eta: 1 day, 13:10:48 batch_cost: 0.8675 data_cost: 0.0012 ips: 55.3299 images/s [03/12 15:52:37] ppdet.engine INFO: Epoch: [42] [ 0/610] learning_rate: 0.228805 loss_vfl: 1.210695 loss_bbox: 0.566986 loss_dfl: 0.453375 loss: 2.228089 eta: 1 day, 13:11:07 batch_cost: 1.0665 data_cost: 0.2756 ips: 45.0069 images/s [03/12 15:52:58] ppdet.engine INFO: Epoch: [42] [ 20/610] learning_rate: 0.228787 loss_vfl: 1.164342 loss_bbox: 0.552543 loss_dfl: 0.445287 loss: 2.163565 eta: 1 day, 13:11:00 batch_cost: 0.9308 data_cost: 0.0003 ips: 51.5665 images/s [03/12 15:53:18] ppdet.engine INFO: Epoch: [42] [ 40/610] learning_rate: 0.228770 loss_vfl: 1.218506 loss_bbox: 0.597048 loss_dfl: 0.459015 loss: 2.283924 eta: 1 day, 13:10:50 batch_cost: 0.9056 data_cost: 0.0003 ips: 53.0041 images/s [03/12 15:53:36] ppdet.engine INFO: Epoch: [42] [ 60/610] learning_rate: 0.228753 loss_vfl: 1.120111 loss_bbox: 0.554983 loss_dfl: 0.429980 loss: 2.147467 eta: 1 day, 13:10:32 batch_cost: 0.8475 data_cost: 0.0003 ips: 56.6371 images/s [03/12 15:53:54] ppdet.engine INFO: Epoch: [42] [ 80/610] learning_rate: 0.228735 loss_vfl: 1.236613 loss_bbox: 0.591168 loss_dfl: 0.446339 loss: 2.252711 eta: 1 day, 13:10:12 batch_cost: 0.8211 data_cost: 0.0003 ips: 58.4610 images/s [03/12 15:54:13] ppdet.engine INFO: Epoch: [42] [100/610] learning_rate: 0.228718 loss_vfl: 1.233136 loss_bbox: 0.607127 loss_dfl: 0.460126 loss: 2.288765 eta: 1 day, 13:09:56 batch_cost: 0.8583 data_cost: 0.0003 ips: 55.9255 images/s [03/12 15:54:33] ppdet.engine INFO: Epoch: [42] [120/610] learning_rate: 0.228700 loss_vfl: 1.181771 loss_bbox: 0.584181 loss_dfl: 0.446496 loss: 2.236937 eta: 1 day, 13:09:41 batch_cost: 0.8718 data_cost: 0.0003 ips: 55.0584 images/s [03/12 15:54:51] ppdet.engine INFO: Epoch: [42] [140/610] learning_rate: 0.228683 loss_vfl: 1.235595 loss_bbox: 0.609958 loss_dfl: 0.476894 loss: 2.292079 eta: 1 day, 13:09:22 batch_cost: 0.8300 data_cost: 0.0009 ips: 57.8284 images/s [03/12 15:55:10] ppdet.engine INFO: Epoch: [42] [160/610] learning_rate: 0.228665 loss_vfl: 1.228341 loss_bbox: 0.612639 loss_dfl: 0.474523 loss: 2.301772 eta: 1 day, 13:09:04 batch_cost: 0.8421 data_cost: 0.0003 ips: 57.0001 images/s [03/12 15:55:28] ppdet.engine INFO: Epoch: [42] [180/610] learning_rate: 0.228648 loss_vfl: 1.205011 loss_bbox: 0.591559 loss_dfl: 0.452847 loss: 2.262474 eta: 1 day, 13:08:43 batch_cost: 0.8195 data_cost: 0.0003 ips: 58.5756 images/s [03/12 15:55:47] ppdet.engine INFO: Epoch: [42] [200/610] learning_rate: 0.228630 loss_vfl: 1.184667 loss_bbox: 0.565550 loss_dfl: 0.448971 loss: 2.206998 eta: 1 day, 13:08:22 batch_cost: 0.8188 data_cost: 0.0003 ips: 58.6203 images/s [03/12 15:56:06] ppdet.engine INFO: Epoch: [42] [220/610] learning_rate: 0.228613 loss_vfl: 1.210991 loss_bbox: 0.600769 loss_dfl: 0.454638 loss: 2.243006 eta: 1 day, 13:08:08 batch_cost: 0.8722 data_cost: 0.0003 ips: 55.0334 images/s [03/12 15:56:24] ppdet.engine INFO: Epoch: [42] [240/610] learning_rate: 0.228595 loss_vfl: 1.187966 loss_bbox: 0.596153 loss_dfl: 0.442600 loss: 2.195061 eta: 1 day, 13:07:46 batch_cost: 0.8137 data_cost: 0.0008 ips: 58.9869 images/s [03/12 15:56:43] ppdet.engine INFO: Epoch: [42] [260/610] learning_rate: 0.228577 loss_vfl: 1.213436 loss_bbox: 0.568575 loss_dfl: 0.459189 loss: 2.189803 eta: 1 day, 13:07:26 batch_cost: 0.8262 data_cost: 0.0003 ips: 58.0965 images/s [03/12 15:57:02] ppdet.engine INFO: Epoch: [42] [280/610] learning_rate: 0.228560 loss_vfl: 1.180311 loss_bbox: 0.590232 loss_dfl: 0.452188 loss: 2.231070 eta: 1 day, 13:07:11 batch_cost: 0.8642 data_cost: 0.0008 ips: 55.5420 images/s [03/12 15:57:20] ppdet.engine INFO: Epoch: [42] [300/610] learning_rate: 0.228542 loss_vfl: 1.202489 loss_bbox: 0.578127 loss_dfl: 0.446970 loss: 2.253633 eta: 1 day, 13:06:48 batch_cost: 0.8027 data_cost: 0.0009 ips: 59.7964 images/s [03/12 15:57:39] ppdet.engine INFO: Epoch: [42] [320/610] learning_rate: 0.228525 loss_vfl: 1.265318 loss_bbox: 0.597077 loss_dfl: 0.453110 loss: 2.344517 eta: 1 day, 13:06:28 batch_cost: 0.8291 data_cost: 0.0003 ips: 57.8911 images/s [03/12 15:57:58] ppdet.engine INFO: Epoch: [42] [340/610] learning_rate: 0.228507 loss_vfl: 1.181871 loss_bbox: 0.591059 loss_dfl: 0.444287 loss: 2.230184 eta: 1 day, 13:06:12 batch_cost: 0.8598 data_cost: 0.0003 ips: 55.8299 images/s [03/12 15:58:17] ppdet.engine INFO: Epoch: [42] [360/610] learning_rate: 0.228489 loss_vfl: 1.209270 loss_bbox: 0.578860 loss_dfl: 0.442536 loss: 2.268692 eta: 1 day, 13:05:57 batch_cost: 0.8644 data_cost: 0.0003 ips: 55.5287 images/s [03/12 15:58:35] ppdet.engine INFO: Epoch: [42] [380/610] learning_rate: 0.228472 loss_vfl: 1.250553 loss_bbox: 0.613436 loss_dfl: 0.476684 loss: 2.341637 eta: 1 day, 13:05:38 batch_cost: 0.8307 data_cost: 0.0009 ips: 57.7806 images/s [03/12 15:58:54] ppdet.engine INFO: Epoch: [42] [400/610] learning_rate: 0.228454 loss_vfl: 1.239280 loss_bbox: 0.576074 loss_dfl: 0.455940 loss: 2.307103 eta: 1 day, 13:05:19 batch_cost: 0.8401 data_cost: 0.0003 ips: 57.1342 images/s [03/12 15:59:12] ppdet.engine INFO: Epoch: [42] [420/610] learning_rate: 0.228436 loss_vfl: 1.179332 loss_bbox: 0.593275 loss_dfl: 0.452194 loss: 2.229414 eta: 1 day, 13:05:00 batch_cost: 0.8285 data_cost: 0.0003 ips: 57.9382 images/s [03/12 15:59:32] ppdet.engine INFO: Epoch: [42] [440/610] learning_rate: 0.228419 loss_vfl: 1.192989 loss_bbox: 0.558808 loss_dfl: 0.436105 loss: 2.184751 eta: 1 day, 13:04:42 batch_cost: 0.8426 data_cost: 0.0003 ips: 56.9693 images/s [03/12 15:59:51] ppdet.engine INFO: Epoch: [42] [460/610] learning_rate: 0.228401 loss_vfl: 1.219935 loss_bbox: 0.583130 loss_dfl: 0.451717 loss: 2.245914 eta: 1 day, 13:04:27 batch_cost: 0.8677 data_cost: 0.0013 ips: 55.3168 images/s [03/12 16:00:08] ppdet.engine INFO: Epoch: [42] [480/610] learning_rate: 0.228383 loss_vfl: 1.281954 loss_bbox: 0.620441 loss_dfl: 0.477429 loss: 2.388542 eta: 1 day, 13:04:04 batch_cost: 0.8043 data_cost: 0.0003 ips: 59.6778 images/s [03/12 16:00:27] ppdet.engine INFO: Epoch: [42] [500/610] learning_rate: 0.228366 loss_vfl: 1.138659 loss_bbox: 0.529285 loss_dfl: 0.426420 loss: 2.130944 eta: 1 day, 13:03:44 batch_cost: 0.8248 data_cost: 0.0010 ips: 58.1981 images/s [03/12 16:00:45] ppdet.engine INFO: Epoch: [42] [520/610] learning_rate: 0.228348 loss_vfl: 1.227827 loss_bbox: 0.566381 loss_dfl: 0.469281 loss: 2.276046 eta: 1 day, 13:03:26 batch_cost: 0.8423 data_cost: 0.0003 ips: 56.9902 images/s [03/12 16:01:04] ppdet.engine INFO: Epoch: [42] [540/610] learning_rate: 0.228330 loss_vfl: 1.191322 loss_bbox: 0.583729 loss_dfl: 0.442462 loss: 2.207121 eta: 1 day, 13:03:07 batch_cost: 0.8359 data_cost: 0.0003 ips: 57.4259 images/s [03/12 16:01:22] ppdet.engine INFO: Epoch: [42] [560/610] learning_rate: 0.228312 loss_vfl: 1.215086 loss_bbox: 0.569812 loss_dfl: 0.446496 loss: 2.242175 eta: 1 day, 13:02:47 batch_cost: 0.8215 data_cost: 0.0003 ips: 58.4301 images/s [03/12 16:01:40] ppdet.engine INFO: Epoch: [42] [580/610] learning_rate: 0.228295 loss_vfl: 1.219777 loss_bbox: 0.571463 loss_dfl: 0.452007 loss: 2.254235 eta: 1 day, 13:02:28 batch_cost: 0.8322 data_cost: 0.0003 ips: 57.6783 images/s [03/12 16:01:59] ppdet.engine INFO: Epoch: [42] [600/610] learning_rate: 0.228277 loss_vfl: 1.176673 loss_bbox: 0.576769 loss_dfl: 0.439391 loss: 2.205274 eta: 1 day, 13:02:07 batch_cost: 0.8203 data_cost: 0.0004 ips: 58.5116 images/s [03/12 16:02:14] ppdet.engine INFO: Epoch: [43] [ 0/610] learning_rate: 0.228268 loss_vfl: 1.191886 loss_bbox: 0.585408 loss_dfl: 0.447306 loss: 2.208627 eta: 1 day, 13:02:28 batch_cost: 1.0913 data_cost: 0.2061 ips: 43.9824 images/s [03/12 16:02:35] ppdet.engine INFO: Epoch: [43] [ 20/610] learning_rate: 0.228250 loss_vfl: 1.227335 loss_bbox: 0.597706 loss_dfl: 0.458158 loss: 2.249483 eta: 1 day, 13:02:24 batch_cost: 0.9568 data_cost: 0.0006 ips: 50.1656 images/s [03/12 16:02:54] ppdet.engine INFO: Epoch: [43] [ 40/610] learning_rate: 0.228232 loss_vfl: 1.247224 loss_bbox: 0.586500 loss_dfl: 0.471695 loss: 2.302745 eta: 1 day, 13:02:07 batch_cost: 0.8519 data_cost: 0.0010 ips: 56.3476 images/s [03/12 16:03:14] ppdet.engine INFO: Epoch: [43] [ 60/610] learning_rate: 0.228215 loss_vfl: 1.204221 loss_bbox: 0.582439 loss_dfl: 0.447565 loss: 2.232785 eta: 1 day, 13:01:48 batch_cost: 0.8301 data_cost: 0.0006 ips: 57.8267 images/s [03/12 16:03:32] ppdet.engine INFO: Epoch: [43] [ 80/610] learning_rate: 0.228197 loss_vfl: 1.189254 loss_bbox: 0.577276 loss_dfl: 0.455085 loss: 2.227631 eta: 1 day, 13:01:23 batch_cost: 0.7812 data_cost: 0.0013 ips: 61.4417 images/s [03/12 16:03:51] ppdet.engine INFO: Epoch: [43] [100/610] learning_rate: 0.228179 loss_vfl: 1.249560 loss_bbox: 0.607933 loss_dfl: 0.459630 loss: 2.316762 eta: 1 day, 13:01:03 batch_cost: 0.8309 data_cost: 0.0005 ips: 57.7673 images/s [03/12 16:04:10] ppdet.engine INFO: Epoch: [43] [120/610] learning_rate: 0.228161 loss_vfl: 1.240710 loss_bbox: 0.592678 loss_dfl: 0.447302 loss: 2.266866 eta: 1 day, 13:00:51 batch_cost: 0.8912 data_cost: 0.0018 ips: 53.8608 images/s [03/12 16:04:30] ppdet.engine INFO: Epoch: [43] [140/610] learning_rate: 0.228143 loss_vfl: 1.213264 loss_bbox: 0.582859 loss_dfl: 0.461791 loss: 2.285859 eta: 1 day, 13:00:31 batch_cost: 0.8257 data_cost: 0.0003 ips: 58.1321 images/s [03/12 16:04:48] ppdet.engine INFO: Epoch: [43] [160/610] learning_rate: 0.228125 loss_vfl: 1.247911 loss_bbox: 0.576031 loss_dfl: 0.453230 loss: 2.269253 eta: 1 day, 13:00:14 batch_cost: 0.8539 data_cost: 0.0005 ips: 56.2130 images/s [03/12 16:05:06] ppdet.engine INFO: Epoch: [43] [180/610] learning_rate: 0.228107 loss_vfl: 1.155294 loss_bbox: 0.554125 loss_dfl: 0.435693 loss: 2.126199 eta: 1 day, 12:59:55 batch_cost: 0.8273 data_cost: 0.0004 ips: 58.0189 images/s [03/12 16:05:25] ppdet.engine INFO: Epoch: [43] [200/610] learning_rate: 0.228089 loss_vfl: 1.183523 loss_bbox: 0.562139 loss_dfl: 0.429686 loss: 2.180001 eta: 1 day, 12:59:35 batch_cost: 0.8323 data_cost: 0.0003 ips: 57.6740 images/s [03/12 16:05:44] ppdet.engine INFO: Epoch: [43] [220/610] learning_rate: 0.228071 loss_vfl: 1.256884 loss_bbox: 0.606431 loss_dfl: 0.476926 loss: 2.341856 eta: 1 day, 12:59:19 batch_cost: 0.8536 data_cost: 0.0003 ips: 56.2326 images/s [03/12 16:06:02] ppdet.engine INFO: Epoch: [43] [240/610] learning_rate: 0.228054 loss_vfl: 1.267331 loss_bbox: 0.623978 loss_dfl: 0.470250 loss: 2.347574 eta: 1 day, 12:59:00 batch_cost: 0.8359 data_cost: 0.0004 ips: 57.4204 images/s [03/12 16:06:21] ppdet.engine INFO: Epoch: [43] [260/610] learning_rate: 0.228036 loss_vfl: 1.236259 loss_bbox: 0.594190 loss_dfl: 0.461121 loss: 2.293302 eta: 1 day, 12:58:42 batch_cost: 0.8381 data_cost: 0.0003 ips: 57.2696 images/s [03/12 16:06:39] ppdet.engine INFO: Epoch: [43] [280/610] learning_rate: 0.228018 loss_vfl: 1.250546 loss_bbox: 0.620015 loss_dfl: 0.478052 loss: 2.369576 eta: 1 day, 12:58:22 batch_cost: 0.8327 data_cost: 0.0003 ips: 57.6410 images/s [03/12 16:06:58] ppdet.engine INFO: Epoch: [43] [300/610] learning_rate: 0.228000 loss_vfl: 1.170144 loss_bbox: 0.557428 loss_dfl: 0.439628 loss: 2.162986 eta: 1 day, 12:58:02 batch_cost: 0.8220 data_cost: 0.0011 ips: 58.3932 images/s [03/12 16:07:16] ppdet.engine INFO: Epoch: [43] [320/610] learning_rate: 0.227982 loss_vfl: 1.272969 loss_bbox: 0.644699 loss_dfl: 0.491098 loss: 2.423890 eta: 1 day, 12:57:42 batch_cost: 0.8239 data_cost: 0.0004 ips: 58.2564 images/s [03/12 16:07:34] ppdet.engine INFO: Epoch: [43] [340/610] learning_rate: 0.227964 loss_vfl: 1.237601 loss_bbox: 0.600208 loss_dfl: 0.471005 loss: 2.311671 eta: 1 day, 12:57:21 batch_cost: 0.8185 data_cost: 0.0012 ips: 58.6445 images/s [03/12 16:07:54] ppdet.engine INFO: Epoch: [43] [360/610] learning_rate: 0.227946 loss_vfl: 1.201982 loss_bbox: 0.571715 loss_dfl: 0.447983 loss: 2.201988 eta: 1 day, 12:57:06 batch_cost: 0.8641 data_cost: 0.0025 ips: 55.5473 images/s [03/12 16:08:12] ppdet.engine INFO: Epoch: [43] [380/610] learning_rate: 0.227928 loss_vfl: 1.319465 loss_bbox: 0.649150 loss_dfl: 0.505175 loss: 2.449618 eta: 1 day, 12:56:45 batch_cost: 0.8155 data_cost: 0.0003 ips: 58.8602 images/s [03/12 16:08:31] ppdet.engine INFO: Epoch: [43] [400/610] learning_rate: 0.227910 loss_vfl: 1.230331 loss_bbox: 0.596288 loss_dfl: 0.467774 loss: 2.316381 eta: 1 day, 12:56:24 batch_cost: 0.8220 data_cost: 0.0009 ips: 58.3965 images/s [03/12 16:08:49] ppdet.engine INFO: Epoch: [43] [420/610] learning_rate: 0.227891 loss_vfl: 1.103628 loss_bbox: 0.529477 loss_dfl: 0.422075 loss: 2.101651 eta: 1 day, 12:56:08 batch_cost: 0.8588 data_cost: 0.0010 ips: 55.8946 images/s [03/12 16:09:07] ppdet.engine INFO: Epoch: [43] [440/610] learning_rate: 0.227873 loss_vfl: 1.170092 loss_bbox: 0.564133 loss_dfl: 0.438057 loss: 2.160186 eta: 1 day, 12:55:46 batch_cost: 0.8086 data_cost: 0.0006 ips: 59.3614 images/s [03/12 16:09:26] ppdet.engine INFO: Epoch: [43] [460/610] learning_rate: 0.227855 loss_vfl: 1.225152 loss_bbox: 0.595010 loss_dfl: 0.462392 loss: 2.300829 eta: 1 day, 12:55:27 batch_cost: 0.8339 data_cost: 0.0009 ips: 57.5633 images/s [03/12 16:09:44] ppdet.engine INFO: Epoch: [43] [480/610] learning_rate: 0.227837 loss_vfl: 1.216934 loss_bbox: 0.599508 loss_dfl: 0.459578 loss: 2.304823 eta: 1 day, 12:55:05 batch_cost: 0.8061 data_cost: 0.0003 ips: 59.5491 images/s [03/12 16:10:02] ppdet.engine INFO: Epoch: [43] [500/610] learning_rate: 0.227819 loss_vfl: 1.203264 loss_bbox: 0.581502 loss_dfl: 0.448643 loss: 2.233322 eta: 1 day, 12:54:43 batch_cost: 0.8074 data_cost: 0.0003 ips: 59.4523 images/s [03/12 16:10:22] ppdet.engine INFO: Epoch: [43] [520/610] learning_rate: 0.227801 loss_vfl: 1.213457 loss_bbox: 0.571475 loss_dfl: 0.451296 loss: 2.208015 eta: 1 day, 12:54:29 batch_cost: 0.8769 data_cost: 0.0009 ips: 54.7412 images/s [03/12 16:10:41] ppdet.engine INFO: Epoch: [43] [540/610] learning_rate: 0.227783 loss_vfl: 1.221343 loss_bbox: 0.602953 loss_dfl: 0.454325 loss: 2.289786 eta: 1 day, 12:54:13 batch_cost: 0.8567 data_cost: 0.0003 ips: 56.0266 images/s [03/12 16:10:59] ppdet.engine INFO: Epoch: [43] [560/610] learning_rate: 0.227765 loss_vfl: 1.197744 loss_bbox: 0.572891 loss_dfl: 0.454699 loss: 2.232999 eta: 1 day, 12:53:52 batch_cost: 0.8186 data_cost: 0.0003 ips: 58.6392 images/s [03/12 16:11:17] ppdet.engine INFO: Epoch: [43] [580/610] learning_rate: 0.227747 loss_vfl: 1.227872 loss_bbox: 0.585995 loss_dfl: 0.458277 loss: 2.250592 eta: 1 day, 12:53:34 batch_cost: 0.8413 data_cost: 0.0003 ips: 57.0520 images/s [03/12 16:11:36] ppdet.engine INFO: Epoch: [43] [600/610] learning_rate: 0.227728 loss_vfl: 1.258817 loss_bbox: 0.584284 loss_dfl: 0.459388 loss: 2.301321 eta: 1 day, 12:53:14 batch_cost: 0.8266 data_cost: 0.0006 ips: 58.0670 images/s [03/12 16:11:49] ppdet.engine INFO: Epoch: [44] [ 0/610] learning_rate: 0.227719 loss_vfl: 1.205060 loss_bbox: 0.583062 loss_dfl: 0.456353 loss: 2.252225 eta: 1 day, 12:53:22 batch_cost: 0.9779 data_cost: 0.1765 ips: 49.0837 images/s [03/12 16:12:11] ppdet.engine INFO: Epoch: [44] [ 20/610] learning_rate: 0.227701 loss_vfl: 1.138550 loss_bbox: 0.566854 loss_dfl: 0.439991 loss: 2.124755 eta: 1 day, 12:53:18 batch_cost: 0.9603 data_cost: 0.0040 ips: 49.9868 images/s [03/12 16:12:30] ppdet.engine INFO: Epoch: [44] [ 40/610] learning_rate: 0.227683 loss_vfl: 1.239203 loss_bbox: 0.581853 loss_dfl: 0.450882 loss: 2.254928 eta: 1 day, 12:53:02 batch_cost: 0.8602 data_cost: 0.0011 ips: 55.8007 images/s [03/12 16:12:49] ppdet.engine INFO: Epoch: [44] [ 60/610] learning_rate: 0.227665 loss_vfl: 1.181819 loss_bbox: 0.579452 loss_dfl: 0.445060 loss: 2.229264 eta: 1 day, 12:52:44 batch_cost: 0.8450 data_cost: 0.0004 ips: 56.8028 images/s [03/12 16:13:09] ppdet.engine INFO: Epoch: [44] [ 80/610] learning_rate: 0.227646 loss_vfl: 1.209285 loss_bbox: 0.565834 loss_dfl: 0.444024 loss: 2.225693 eta: 1 day, 12:52:31 batch_cost: 0.8835 data_cost: 0.0010 ips: 54.3321 images/s [03/12 16:13:27] ppdet.engine INFO: Epoch: [44] [100/610] learning_rate: 0.227628 loss_vfl: 1.156841 loss_bbox: 0.549818 loss_dfl: 0.434415 loss: 2.148874 eta: 1 day, 12:52:11 batch_cost: 0.8270 data_cost: 0.0003 ips: 58.0383 images/s [03/12 16:13:46] ppdet.engine INFO: Epoch: [44] [120/610] learning_rate: 0.227610 loss_vfl: 1.209490 loss_bbox: 0.561843 loss_dfl: 0.448296 loss: 2.234613 eta: 1 day, 12:51:57 batch_cost: 0.8707 data_cost: 0.0013 ips: 55.1279 images/s [03/12 16:14:06] ppdet.engine INFO: Epoch: [44] [140/610] learning_rate: 0.227592 loss_vfl: 1.144182 loss_bbox: 0.532422 loss_dfl: 0.431614 loss: 2.124498 eta: 1 day, 12:51:42 batch_cost: 0.8729 data_cost: 0.0011 ips: 54.9902 images/s [03/12 16:14:24] ppdet.engine INFO: Epoch: [44] [160/610] learning_rate: 0.227573 loss_vfl: 1.242581 loss_bbox: 0.611858 loss_dfl: 0.476492 loss: 2.331900 eta: 1 day, 12:51:24 batch_cost: 0.8416 data_cost: 0.0032 ips: 57.0329 images/s [03/12 16:14:43] ppdet.engine INFO: Epoch: [44] [180/610] learning_rate: 0.227555 loss_vfl: 1.211840 loss_bbox: 0.601978 loss_dfl: 0.470157 loss: 2.295711 eta: 1 day, 12:51:09 batch_cost: 0.8613 data_cost: 0.0025 ips: 55.7271 images/s [03/12 16:15:02] ppdet.engine INFO: Epoch: [44] [200/610] learning_rate: 0.227537 loss_vfl: 1.208838 loss_bbox: 0.598036 loss_dfl: 0.457767 loss: 2.231322 eta: 1 day, 12:50:52 batch_cost: 0.8520 data_cost: 0.0004 ips: 56.3352 images/s [03/12 16:15:21] ppdet.engine INFO: Epoch: [44] [220/610] learning_rate: 0.227518 loss_vfl: 1.185973 loss_bbox: 0.555652 loss_dfl: 0.445461 loss: 2.182234 eta: 1 day, 12:50:33 batch_cost: 0.8395 data_cost: 0.0005 ips: 57.1775 images/s [03/12 16:15:41] ppdet.engine INFO: Epoch: [44] [240/610] learning_rate: 0.227500 loss_vfl: 1.179607 loss_bbox: 0.555868 loss_dfl: 0.433010 loss: 2.154018 eta: 1 day, 12:50:19 batch_cost: 0.8745 data_cost: 0.0004 ips: 54.8857 images/s [03/12 16:16:00] ppdet.engine INFO: Epoch: [44] [260/610] learning_rate: 0.227482 loss_vfl: 1.244756 loss_bbox: 0.598848 loss_dfl: 0.455062 loss: 2.266035 eta: 1 day, 12:50:04 batch_cost: 0.8646 data_cost: 0.0003 ips: 55.5180 images/s [03/12 16:16:19] ppdet.engine INFO: Epoch: [44] [280/610] learning_rate: 0.227463 loss_vfl: 1.223756 loss_bbox: 0.577530 loss_dfl: 0.465561 loss: 2.260899 eta: 1 day, 12:49:50 batch_cost: 0.8761 data_cost: 0.0004 ips: 54.7904 images/s [03/12 16:16:37] ppdet.engine INFO: Epoch: [44] [300/610] learning_rate: 0.227445 loss_vfl: 1.168629 loss_bbox: 0.573971 loss_dfl: 0.444598 loss: 2.192913 eta: 1 day, 12:49:28 batch_cost: 0.8124 data_cost: 0.0004 ips: 59.0840 images/s [03/12 16:16:56] ppdet.engine INFO: Epoch: [44] [320/610] learning_rate: 0.227427 loss_vfl: 1.243234 loss_bbox: 0.596067 loss_dfl: 0.469117 loss: 2.318537 eta: 1 day, 12:49:12 batch_cost: 0.8550 data_cost: 0.0066 ips: 56.1436 images/s [03/12 16:17:15] ppdet.engine INFO: Epoch: [44] [340/610] learning_rate: 0.227408 loss_vfl: 1.250687 loss_bbox: 0.593953 loss_dfl: 0.449699 loss: 2.311075 eta: 1 day, 12:48:54 batch_cost: 0.8431 data_cost: 0.0004 ips: 56.9316 images/s [03/12 16:17:33] ppdet.engine INFO: Epoch: [44] [360/610] learning_rate: 0.227390 loss_vfl: 1.199170 loss_bbox: 0.593313 loss_dfl: 0.458160 loss: 2.252810 eta: 1 day, 12:48:32 batch_cost: 0.8093 data_cost: 0.0007 ips: 59.3101 images/s [03/12 16:17:52] ppdet.engine INFO: Epoch: [44] [380/610] learning_rate: 0.227371 loss_vfl: 1.191624 loss_bbox: 0.612079 loss_dfl: 0.466078 loss: 2.280078 eta: 1 day, 12:48:12 batch_cost: 0.8228 data_cost: 0.0004 ips: 58.3368 images/s [03/12 16:18:10] ppdet.engine INFO: Epoch: [44] [400/610] learning_rate: 0.227353 loss_vfl: 1.244837 loss_bbox: 0.625875 loss_dfl: 0.478369 loss: 2.370857 eta: 1 day, 12:47:55 batch_cost: 0.8523 data_cost: 0.0014 ips: 56.3211 images/s [03/12 16:18:30] ppdet.engine INFO: Epoch: [44] [420/610] learning_rate: 0.227335 loss_vfl: 1.224546 loss_bbox: 0.604852 loss_dfl: 0.472353 loss: 2.329322 eta: 1 day, 12:47:43 batch_cost: 0.8900 data_cost: 0.0003 ips: 53.9352 images/s [03/12 16:18:49] ppdet.engine INFO: Epoch: [44] [440/610] learning_rate: 0.227316 loss_vfl: 1.223528 loss_bbox: 0.602198 loss_dfl: 0.462751 loss: 2.276235 eta: 1 day, 12:47:24 batch_cost: 0.8363 data_cost: 0.0009 ips: 57.3926 images/s [03/12 16:19:08] ppdet.engine INFO: Epoch: [44] [460/610] learning_rate: 0.227298 loss_vfl: 1.138767 loss_bbox: 0.580295 loss_dfl: 0.440470 loss: 2.179101 eta: 1 day, 12:47:09 batch_cost: 0.8719 data_cost: 0.0003 ips: 55.0501 images/s [03/12 16:19:26] ppdet.engine INFO: Epoch: [44] [480/610] learning_rate: 0.227279 loss_vfl: 1.233900 loss_bbox: 0.594933 loss_dfl: 0.475005 loss: 2.320896 eta: 1 day, 12:46:53 batch_cost: 0.8544 data_cost: 0.0010 ips: 56.1826 images/s [03/12 16:19:45] ppdet.engine INFO: Epoch: [44] [500/610] learning_rate: 0.227261 loss_vfl: 1.226303 loss_bbox: 0.603465 loss_dfl: 0.464660 loss: 2.309744 eta: 1 day, 12:46:36 batch_cost: 0.8510 data_cost: 0.0003 ips: 56.4064 images/s [03/12 16:20:04] ppdet.engine INFO: Epoch: [44] [520/610] learning_rate: 0.227242 loss_vfl: 1.238316 loss_bbox: 0.604118 loss_dfl: 0.460819 loss: 2.303428 eta: 1 day, 12:46:19 batch_cost: 0.8479 data_cost: 0.0003 ips: 56.6101 images/s [03/12 16:20:23] ppdet.engine INFO: Epoch: [44] [540/610] learning_rate: 0.227224 loss_vfl: 1.134125 loss_bbox: 0.559752 loss_dfl: 0.442097 loss: 2.172103 eta: 1 day, 12:46:01 batch_cost: 0.8467 data_cost: 0.0003 ips: 56.6899 images/s [03/12 16:20:41] ppdet.engine INFO: Epoch: [44] [560/610] learning_rate: 0.227205 loss_vfl: 1.219883 loss_bbox: 0.599052 loss_dfl: 0.473758 loss: 2.287871 eta: 1 day, 12:45:42 batch_cost: 0.8350 data_cost: 0.0003 ips: 57.4863 images/s [03/12 16:21:01] ppdet.engine INFO: Epoch: [44] [580/610] learning_rate: 0.227186 loss_vfl: 1.208282 loss_bbox: 0.595372 loss_dfl: 0.452051 loss: 2.255411 eta: 1 day, 12:45:29 batch_cost: 0.8796 data_cost: 0.0003 ips: 54.5704 images/s [03/12 16:21:19] ppdet.engine INFO: Epoch: [44] [600/610] learning_rate: 0.227168 loss_vfl: 1.177823 loss_bbox: 0.616772 loss_dfl: 0.449569 loss: 2.221184 eta: 1 day, 12:45:07 batch_cost: 0.8125 data_cost: 0.0010 ips: 59.0759 images/s [03/12 16:21:32] ppdet.engine INFO: Epoch: [45] [ 0/610] learning_rate: 0.227159 loss_vfl: 1.165844 loss_bbox: 0.593930 loss_dfl: 0.446936 loss: 2.194416 eta: 1 day, 12:45:16 batch_cost: 0.9628 data_cost: 0.2150 ips: 49.8537 images/s [03/12 16:21:54] ppdet.engine INFO: Epoch: [45] [ 20/610] learning_rate: 0.227140 loss_vfl: 1.202115 loss_bbox: 0.594276 loss_dfl: 0.454070 loss: 2.241421 eta: 1 day, 12:45:11 batch_cost: 0.9612 data_cost: 0.0565 ips: 49.9368 images/s [03/12 16:22:13] ppdet.engine INFO: Epoch: [45] [ 40/610] learning_rate: 0.227121 loss_vfl: 1.202742 loss_bbox: 0.558348 loss_dfl: 0.432636 loss: 2.165555 eta: 1 day, 12:44:58 batch_cost: 0.8801 data_cost: 0.0003 ips: 54.5371 images/s [03/12 16:22:32] ppdet.engine INFO: Epoch: [45] [ 60/610] learning_rate: 0.227103 loss_vfl: 1.225827 loss_bbox: 0.594103 loss_dfl: 0.471633 loss: 2.273903 eta: 1 day, 12:44:44 batch_cost: 0.8783 data_cost: 0.0003 ips: 54.6527 images/s [03/12 16:22:51] ppdet.engine INFO: Epoch: [45] [ 80/610] learning_rate: 0.227084 loss_vfl: 1.200371 loss_bbox: 0.564784 loss_dfl: 0.438053 loss: 2.219592 eta: 1 day, 12:44:27 batch_cost: 0.8558 data_cost: 0.0003 ips: 56.0872 images/s [03/12 16:23:11] ppdet.engine INFO: Epoch: [45] [100/610] learning_rate: 0.227066 loss_vfl: 1.217028 loss_bbox: 0.576966 loss_dfl: 0.450008 loss: 2.218768 eta: 1 day, 12:44:16 batch_cost: 0.8978 data_cost: 0.0003 ips: 53.4638 images/s [03/12 16:23:30] ppdet.engine INFO: Epoch: [45] [120/610] learning_rate: 0.227047 loss_vfl: 1.212071 loss_bbox: 0.589752 loss_dfl: 0.451683 loss: 2.251929 eta: 1 day, 12:44:02 batch_cost: 0.8769 data_cost: 0.0003 ips: 54.7412 images/s [03/12 16:23:49] ppdet.engine INFO: Epoch: [45] [140/610] learning_rate: 0.227028 loss_vfl: 1.262034 loss_bbox: 0.599676 loss_dfl: 0.466941 loss: 2.314756 eta: 1 day, 12:43:47 batch_cost: 0.8681 data_cost: 0.0003 ips: 55.2931 images/s [03/12 16:24:08] ppdet.engine INFO: Epoch: [45] [160/610] learning_rate: 0.227010 loss_vfl: 1.229921 loss_bbox: 0.565317 loss_dfl: 0.453644 loss: 2.244182 eta: 1 day, 12:43:32 batch_cost: 0.8699 data_cost: 0.0041 ips: 55.1817 images/s [03/12 16:24:28] ppdet.engine INFO: Epoch: [45] [180/610] learning_rate: 0.226991 loss_vfl: 1.274123 loss_bbox: 0.640860 loss_dfl: 0.493275 loss: 2.438588 eta: 1 day, 12:43:18 batch_cost: 0.8817 data_cost: 0.0009 ips: 54.4399 images/s [03/12 16:24:47] ppdet.engine INFO: Epoch: [45] [200/610] learning_rate: 0.226972 loss_vfl: 1.201723 loss_bbox: 0.599839 loss_dfl: 0.468652 loss: 2.276551 eta: 1 day, 12:43:01 batch_cost: 0.8484 data_cost: 0.0008 ips: 56.5777 images/s [03/12 16:25:05] ppdet.engine INFO: Epoch: [45] [220/610] learning_rate: 0.226954 loss_vfl: 1.232627 loss_bbox: 0.590249 loss_dfl: 0.470053 loss: 2.345668 eta: 1 day, 12:42:42 batch_cost: 0.8307 data_cost: 0.0014 ips: 57.7805 images/s [03/12 16:25:24] ppdet.engine INFO: Epoch: [45] [240/610] learning_rate: 0.226935 loss_vfl: 1.192821 loss_bbox: 0.598056 loss_dfl: 0.454762 loss: 2.255150 eta: 1 day, 12:42:25 batch_cost: 0.8536 data_cost: 0.0010 ips: 56.2356 images/s [03/12 16:25:43] ppdet.engine INFO: Epoch: [45] [260/610] learning_rate: 0.226916 loss_vfl: 1.210306 loss_bbox: 0.578225 loss_dfl: 0.466724 loss: 2.304644 eta: 1 day, 12:42:10 batch_cost: 0.8697 data_cost: 0.0003 ips: 55.1886 images/s [03/12 16:26:01] ppdet.engine INFO: Epoch: [45] [280/610] learning_rate: 0.226897 loss_vfl: 1.180068 loss_bbox: 0.576516 loss_dfl: 0.446567 loss: 2.245726 eta: 1 day, 12:41:52 batch_cost: 0.8408 data_cost: 0.0003 ips: 57.0899 images/s [03/12 16:26:20] ppdet.engine INFO: Epoch: [45] [300/610] learning_rate: 0.226879 loss_vfl: 1.166158 loss_bbox: 0.555807 loss_dfl: 0.420173 loss: 2.114777 eta: 1 day, 12:41:30 batch_cost: 0.8079 data_cost: 0.0005 ips: 59.4134 images/s [03/12 16:26:40] ppdet.engine INFO: Epoch: [45] [320/610] learning_rate: 0.226860 loss_vfl: 1.204398 loss_bbox: 0.580301 loss_dfl: 0.438550 loss: 2.246686 eta: 1 day, 12:41:18 batch_cost: 0.9000 data_cost: 0.0013 ips: 53.3331 images/s [03/12 16:26:58] ppdet.engine INFO: Epoch: [45] [340/610] learning_rate: 0.226841 loss_vfl: 1.281625 loss_bbox: 0.620165 loss_dfl: 0.483383 loss: 2.393173 eta: 1 day, 12:40:57 batch_cost: 0.8067 data_cost: 0.0003 ips: 59.5041 images/s [03/12 16:27:18] ppdet.engine INFO: Epoch: [45] [360/610] learning_rate: 0.226822 loss_vfl: 1.155459 loss_bbox: 0.556548 loss_dfl: 0.440923 loss: 2.151440 eta: 1 day, 12:40:45 batch_cost: 0.9026 data_cost: 0.0003 ips: 53.1816 images/s [03/12 16:27:37] ppdet.engine INFO: Epoch: [45] [380/610] learning_rate: 0.226803 loss_vfl: 1.237192 loss_bbox: 0.569550 loss_dfl: 0.448092 loss: 2.276091 eta: 1 day, 12:40:29 batch_cost: 0.8603 data_cost: 0.0004 ips: 55.7931 images/s [03/12 16:27:56] ppdet.engine INFO: Epoch: [45] [400/610] learning_rate: 0.226785 loss_vfl: 1.213869 loss_bbox: 0.614587 loss_dfl: 0.469859 loss: 2.319573 eta: 1 day, 12:40:13 batch_cost: 0.8540 data_cost: 0.0008 ips: 56.2031 images/s [03/12 16:28:14] ppdet.engine INFO: Epoch: [45] [420/610] learning_rate: 0.226766 loss_vfl: 1.172724 loss_bbox: 0.564821 loss_dfl: 0.439477 loss: 2.162247 eta: 1 day, 12:39:56 batch_cost: 0.8546 data_cost: 0.0013 ips: 56.1644 images/s [03/12 16:28:33] ppdet.engine INFO: Epoch: [45] [440/610] learning_rate: 0.226747 loss_vfl: 1.203903 loss_bbox: 0.578453 loss_dfl: 0.451426 loss: 2.233529 eta: 1 day, 12:39:39 batch_cost: 0.8496 data_cost: 0.0003 ips: 56.4998 images/s [03/12 16:28:52] ppdet.engine INFO: Epoch: [45] [460/610] learning_rate: 0.226728 loss_vfl: 1.223628 loss_bbox: 0.579452 loss_dfl: 0.451031 loss: 2.222781 eta: 1 day, 12:39:22 batch_cost: 0.8513 data_cost: 0.0007 ips: 56.3825 images/s [03/12 16:29:11] ppdet.engine INFO: Epoch: [45] [480/610] learning_rate: 0.226709 loss_vfl: 1.250151 loss_bbox: 0.619707 loss_dfl: 0.490568 loss: 2.364653 eta: 1 day, 12:39:09 batch_cost: 0.8847 data_cost: 0.0013 ips: 54.2571 images/s [03/12 16:29:30] ppdet.engine INFO: Epoch: [45] [500/610] learning_rate: 0.226690 loss_vfl: 1.166089 loss_bbox: 0.572867 loss_dfl: 0.443676 loss: 2.173570 eta: 1 day, 12:38:50 batch_cost: 0.8314 data_cost: 0.0003 ips: 57.7324 images/s [03/12 16:29:48] ppdet.engine INFO: Epoch: [45] [520/610] learning_rate: 0.226671 loss_vfl: 1.243627 loss_bbox: 0.608565 loss_dfl: 0.467948 loss: 2.321234 eta: 1 day, 12:38:30 batch_cost: 0.8261 data_cost: 0.0003 ips: 58.1025 images/s [03/12 16:30:07] ppdet.engine INFO: Epoch: [45] [540/610] learning_rate: 0.226653 loss_vfl: 1.297923 loss_bbox: 0.630819 loss_dfl: 0.495238 loss: 2.415390 eta: 1 day, 12:38:14 batch_cost: 0.8630 data_cost: 0.0009 ips: 55.6218 images/s [03/12 16:30:26] ppdet.engine INFO: Epoch: [45] [560/610] learning_rate: 0.226634 loss_vfl: 1.177373 loss_bbox: 0.559812 loss_dfl: 0.446030 loss: 2.203037 eta: 1 day, 12:37:53 batch_cost: 0.8116 data_cost: 0.0016 ips: 59.1456 images/s [03/12 16:30:44] ppdet.engine INFO: Epoch: [45] [580/610] learning_rate: 0.226615 loss_vfl: 1.243841 loss_bbox: 0.618471 loss_dfl: 0.476189 loss: 2.342531 eta: 1 day, 12:37:30 batch_cost: 0.7978 data_cost: 0.0003 ips: 60.1623 images/s [03/12 16:31:02] ppdet.engine INFO: Epoch: [45] [600/610] learning_rate: 0.226596 loss_vfl: 1.146598 loss_bbox: 0.557641 loss_dfl: 0.442722 loss: 2.167747 eta: 1 day, 12:37:09 batch_cost: 0.8170 data_cost: 0.0004 ips: 58.7516 images/s [03/12 16:31:16] ppdet.engine INFO: Epoch: [46] [ 0/610] learning_rate: 0.226586 loss_vfl: 1.160987 loss_bbox: 0.547759 loss_dfl: 0.427314 loss: 2.124796 eta: 1 day, 12:37:22 batch_cost: 1.0070 data_cost: 0.1531 ips: 47.6670 images/s [03/12 16:31:36] ppdet.engine INFO: Epoch: [46] [ 20/610] learning_rate: 0.226567 loss_vfl: 1.174829 loss_bbox: 0.567961 loss_dfl: 0.446706 loss: 2.198997 eta: 1 day, 12:37:11 batch_cost: 0.9014 data_cost: 0.0003 ips: 53.2496 images/s [03/12 16:31:56] ppdet.engine INFO: Epoch: [46] [ 40/610] learning_rate: 0.226548 loss_vfl: 1.199124 loss_bbox: 0.562439 loss_dfl: 0.447396 loss: 2.204370 eta: 1 day, 12:36:55 batch_cost: 0.8635 data_cost: 0.0003 ips: 55.5902 images/s [03/12 16:32:16] ppdet.engine INFO: Epoch: [46] [ 60/610] learning_rate: 0.226529 loss_vfl: 1.256394 loss_bbox: 0.606232 loss_dfl: 0.465765 loss: 2.299172 eta: 1 day, 12:36:38 batch_cost: 0.8557 data_cost: 0.0004 ips: 56.0956 images/s [03/12 16:32:35] ppdet.engine INFO: Epoch: [46] [ 80/610] learning_rate: 0.226510 loss_vfl: 1.235700 loss_bbox: 0.599562 loss_dfl: 0.461180 loss: 2.315497 eta: 1 day, 12:36:22 batch_cost: 0.8570 data_cost: 0.0004 ips: 56.0108 images/s [03/12 16:32:53] ppdet.engine INFO: Epoch: [46] [100/610] learning_rate: 0.226491 loss_vfl: 1.282318 loss_bbox: 0.605654 loss_dfl: 0.474541 loss: 2.376870 eta: 1 day, 12:36:02 batch_cost: 0.8218 data_cost: 0.0003 ips: 58.4054 images/s [03/12 16:33:14] ppdet.engine INFO: Epoch: [46] [120/610] learning_rate: 0.226472 loss_vfl: 1.112667 loss_bbox: 0.528540 loss_dfl: 0.426616 loss: 2.067615 eta: 1 day, 12:35:50 batch_cost: 0.8959 data_cost: 0.0021 ips: 53.5792 images/s [03/12 16:33:31] ppdet.engine INFO: Epoch: [46] [140/610] learning_rate: 0.226453 loss_vfl: 1.229093 loss_bbox: 0.604805 loss_dfl: 0.469057 loss: 2.326447 eta: 1 day, 12:35:28 batch_cost: 0.8097 data_cost: 0.0003 ips: 59.2798 images/s [03/12 16:33:50] ppdet.engine INFO: Epoch: [46] [160/610] learning_rate: 0.226434 loss_vfl: 1.183913 loss_bbox: 0.577997 loss_dfl: 0.439040 loss: 2.199311 eta: 1 day, 12:35:09 batch_cost: 0.8288 data_cost: 0.0003 ips: 57.9163 images/s [03/12 16:34:09] ppdet.engine INFO: Epoch: [46] [180/610] learning_rate: 0.226415 loss_vfl: 1.198877 loss_bbox: 0.629509 loss_dfl: 0.476013 loss: 2.293289 eta: 1 day, 12:34:49 batch_cost: 0.8245 data_cost: 0.0009 ips: 58.2161 images/s [03/12 16:34:27] ppdet.engine INFO: Epoch: [46] [200/610] learning_rate: 0.226396 loss_vfl: 1.166732 loss_bbox: 0.580568 loss_dfl: 0.458382 loss: 2.221653 eta: 1 day, 12:34:31 batch_cost: 0.8421 data_cost: 0.0004 ips: 56.9982 images/s [03/12 16:34:47] ppdet.engine INFO: Epoch: [46] [220/610] learning_rate: 0.226377 loss_vfl: 1.226453 loss_bbox: 0.599739 loss_dfl: 0.459814 loss: 2.294237 eta: 1 day, 12:34:18 batch_cost: 0.8875 data_cost: 0.0004 ips: 54.0844 images/s [03/12 16:35:06] ppdet.engine INFO: Epoch: [46] [240/610] learning_rate: 0.226358 loss_vfl: 1.220782 loss_bbox: 0.609806 loss_dfl: 0.460604 loss: 2.261922 eta: 1 day, 12:34:00 batch_cost: 0.8465 data_cost: 0.0004 ips: 56.7009 images/s [03/12 16:35:24] ppdet.engine INFO: Epoch: [46] [260/610] learning_rate: 0.226339 loss_vfl: 1.185334 loss_bbox: 0.569143 loss_dfl: 0.439756 loss: 2.192661 eta: 1 day, 12:33:41 batch_cost: 0.8313 data_cost: 0.0003 ips: 57.7434 images/s [03/12 16:35:42] ppdet.engine INFO: Epoch: [46] [280/610] learning_rate: 0.226320 loss_vfl: 1.212714 loss_bbox: 0.568529 loss_dfl: 0.444250 loss: 2.235987 eta: 1 day, 12:33:21 batch_cost: 0.8241 data_cost: 0.0003 ips: 58.2481 images/s [03/12 16:36:00] ppdet.engine INFO: Epoch: [46] [300/610] learning_rate: 0.226300 loss_vfl: 1.145382 loss_bbox: 0.543674 loss_dfl: 0.427071 loss: 2.106927 eta: 1 day, 12:32:59 batch_cost: 0.8073 data_cost: 0.0003 ips: 59.4556 images/s [03/12 16:36:19] ppdet.engine INFO: Epoch: [46] [320/610] learning_rate: 0.226281 loss_vfl: 1.209200 loss_bbox: 0.612487 loss_dfl: 0.458385 loss: 2.225094 eta: 1 day, 12:32:42 batch_cost: 0.8499 data_cost: 0.0009 ips: 56.4740 images/s [03/12 16:36:38] ppdet.engine INFO: Epoch: [46] [340/610] learning_rate: 0.226262 loss_vfl: 1.178320 loss_bbox: 0.564651 loss_dfl: 0.449085 loss: 2.175435 eta: 1 day, 12:32:23 batch_cost: 0.8335 data_cost: 0.0003 ips: 57.5910 images/s [03/12 16:36:57] ppdet.engine INFO: Epoch: [46] [360/610] learning_rate: 0.226243 loss_vfl: 1.218748 loss_bbox: 0.574962 loss_dfl: 0.455880 loss: 2.316174 eta: 1 day, 12:32:07 batch_cost: 0.8604 data_cost: 0.0003 ips: 55.7855 images/s [03/12 16:37:15] ppdet.engine INFO: Epoch: [46] [380/610] learning_rate: 0.226224 loss_vfl: 1.167135 loss_bbox: 0.554899 loss_dfl: 0.431060 loss: 2.147008 eta: 1 day, 12:31:48 batch_cost: 0.8252 data_cost: 0.0035 ips: 58.1671 images/s [03/12 16:37:34] ppdet.engine INFO: Epoch: [46] [400/610] learning_rate: 0.226205 loss_vfl: 1.244119 loss_bbox: 0.580414 loss_dfl: 0.459846 loss: 2.300626 eta: 1 day, 12:31:29 batch_cost: 0.8341 data_cost: 0.0011 ips: 57.5468 images/s [03/12 16:37:52] ppdet.engine INFO: Epoch: [46] [420/610] learning_rate: 0.226185 loss_vfl: 1.173613 loss_bbox: 0.564587 loss_dfl: 0.430159 loss: 2.169900 eta: 1 day, 12:31:11 batch_cost: 0.8408 data_cost: 0.0004 ips: 57.0883 images/s [03/12 16:38:11] ppdet.engine INFO: Epoch: [46] [440/610] learning_rate: 0.226166 loss_vfl: 1.243284 loss_bbox: 0.588894 loss_dfl: 0.462989 loss: 2.308748 eta: 1 day, 12:30:55 batch_cost: 0.8603 data_cost: 0.0003 ips: 55.7931 images/s [03/12 16:38:31] ppdet.engine INFO: Epoch: [46] [460/610] learning_rate: 0.226147 loss_vfl: 1.186458 loss_bbox: 0.561898 loss_dfl: 0.425689 loss: 2.145999 eta: 1 day, 12:30:40 batch_cost: 0.8741 data_cost: 0.0003 ips: 54.9150 images/s [03/12 16:38:50] ppdet.engine INFO: Epoch: [46] [480/610] learning_rate: 0.226128 loss_vfl: 1.222491 loss_bbox: 0.585861 loss_dfl: 0.464714 loss: 2.266315 eta: 1 day, 12:30:24 batch_cost: 0.8604 data_cost: 0.0003 ips: 55.7909 images/s [03/12 16:39:09] ppdet.engine INFO: Epoch: [46] [500/610] learning_rate: 0.226108 loss_vfl: 1.203351 loss_bbox: 0.562484 loss_dfl: 0.442324 loss: 2.196702 eta: 1 day, 12:30:07 batch_cost: 0.8488 data_cost: 0.0003 ips: 56.5483 images/s [03/12 16:39:28] ppdet.engine INFO: Epoch: [46] [520/610] learning_rate: 0.226089 loss_vfl: 1.207908 loss_bbox: 0.575274 loss_dfl: 0.452833 loss: 2.239804 eta: 1 day, 12:29:50 batch_cost: 0.8474 data_cost: 0.0003 ips: 56.6422 images/s [03/12 16:39:47] ppdet.engine INFO: Epoch: [46] [540/610] learning_rate: 0.226070 loss_vfl: 1.204784 loss_bbox: 0.591645 loss_dfl: 0.449915 loss: 2.249857 eta: 1 day, 12:29:32 batch_cost: 0.8455 data_cost: 0.0003 ips: 56.7740 images/s [03/12 16:40:06] ppdet.engine INFO: Epoch: [46] [560/610] learning_rate: 0.226050 loss_vfl: 1.223901 loss_bbox: 0.589058 loss_dfl: 0.451511 loss: 2.271345 eta: 1 day, 12:29:15 batch_cost: 0.8522 data_cost: 0.0012 ips: 56.3229 images/s [03/12 16:40:25] ppdet.engine INFO: Epoch: [46] [580/610] learning_rate: 0.226031 loss_vfl: 1.167795 loss_bbox: 0.558748 loss_dfl: 0.439929 loss: 2.144049 eta: 1 day, 12:28:57 batch_cost: 0.8379 data_cost: 0.0003 ips: 57.2876 images/s [03/12 16:40:44] ppdet.engine INFO: Epoch: [46] [600/610] learning_rate: 0.226012 loss_vfl: 1.148643 loss_bbox: 0.564308 loss_dfl: 0.441606 loss: 2.148754 eta: 1 day, 12:28:41 batch_cost: 0.8651 data_cost: 0.0004 ips: 55.4848 images/s [03/12 16:40:59] ppdet.engine INFO: Epoch: [47] [ 0/610] learning_rate: 0.226002 loss_vfl: 1.171252 loss_bbox: 0.568424 loss_dfl: 0.446371 loss: 2.167946 eta: 1 day, 12:28:57 batch_cost: 1.0903 data_cost: 0.2726 ips: 44.0246 images/s [03/12 16:41:19] ppdet.engine INFO: Epoch: [47] [ 20/610] learning_rate: 0.225983 loss_vfl: 1.171413 loss_bbox: 0.559709 loss_dfl: 0.443073 loss: 2.166176 eta: 1 day, 12:28:43 batch_cost: 0.8736 data_cost: 0.0003 ips: 54.9433 images/s [03/12 16:41:38] ppdet.engine INFO: Epoch: [47] [ 40/610] learning_rate: 0.225963 loss_vfl: 1.198754 loss_bbox: 0.576708 loss_dfl: 0.446781 loss: 2.218659 eta: 1 day, 12:28:26 batch_cost: 0.8569 data_cost: 0.0003 ips: 56.0148 images/s [03/12 16:41:58] ppdet.engine INFO: Epoch: [47] [ 60/610] learning_rate: 0.225944 loss_vfl: 1.198923 loss_bbox: 0.559017 loss_dfl: 0.438975 loss: 2.207299 eta: 1 day, 12:28:13 batch_cost: 0.8856 data_cost: 0.0003 ips: 54.2034 images/s [03/12 16:42:17] ppdet.engine INFO: Epoch: [47] [ 80/610] learning_rate: 0.225925 loss_vfl: 1.233527 loss_bbox: 0.589398 loss_dfl: 0.453494 loss: 2.284116 eta: 1 day, 12:27:58 batch_cost: 0.8721 data_cost: 0.0013 ips: 55.0374 images/s [03/12 16:42:36] ppdet.engine INFO: Epoch: [47] [100/610] learning_rate: 0.225905 loss_vfl: 1.229749 loss_bbox: 0.567318 loss_dfl: 0.452151 loss: 2.244177 eta: 1 day, 12:27:41 batch_cost: 0.8463 data_cost: 0.0010 ips: 56.7156 images/s [03/12 16:42:55] ppdet.engine INFO: Epoch: [47] [120/610] learning_rate: 0.225886 loss_vfl: 1.228541 loss_bbox: 0.582819 loss_dfl: 0.457753 loss: 2.254239 eta: 1 day, 12:27:25 batch_cost: 0.8684 data_cost: 0.0005 ips: 55.2741 images/s [03/12 16:43:14] ppdet.engine INFO: Epoch: [47] [140/610] learning_rate: 0.225866 loss_vfl: 1.186209 loss_bbox: 0.563296 loss_dfl: 0.448827 loss: 2.191674 eta: 1 day, 12:27:08 batch_cost: 0.8432 data_cost: 0.0005 ips: 56.9273 images/s [03/12 16:43:32] ppdet.engine INFO: Epoch: [47] [160/610] learning_rate: 0.225847 loss_vfl: 1.188550 loss_bbox: 0.568936 loss_dfl: 0.437392 loss: 2.190221 eta: 1 day, 12:26:48 batch_cost: 0.8268 data_cost: 0.0004 ips: 58.0527 images/s [03/12 16:43:52] ppdet.engine INFO: Epoch: [47] [180/610] learning_rate: 0.225828 loss_vfl: 1.300246 loss_bbox: 0.604013 loss_dfl: 0.474750 loss: 2.367671 eta: 1 day, 12:26:32 batch_cost: 0.8640 data_cost: 0.0004 ips: 55.5559 images/s [03/12 16:44:11] ppdet.engine INFO: Epoch: [47] [200/610] learning_rate: 0.225808 loss_vfl: 1.281328 loss_bbox: 0.597441 loss_dfl: 0.461992 loss: 2.317627 eta: 1 day, 12:26:16 batch_cost: 0.8572 data_cost: 0.0004 ips: 55.9986 images/s [03/12 16:44:30] ppdet.engine INFO: Epoch: [47] [220/610] learning_rate: 0.225789 loss_vfl: 1.212797 loss_bbox: 0.585929 loss_dfl: 0.460229 loss: 2.292480 eta: 1 day, 12:26:00 batch_cost: 0.8579 data_cost: 0.0011 ips: 55.9512 images/s [03/12 16:44:48] ppdet.engine INFO: Epoch: [47] [240/610] learning_rate: 0.225769 loss_vfl: 1.233940 loss_bbox: 0.581055 loss_dfl: 0.457670 loss: 2.255146 eta: 1 day, 12:25:38 batch_cost: 0.8049 data_cost: 0.0064 ips: 59.6317 images/s [03/12 16:45:06] ppdet.engine INFO: Epoch: [47] [260/610] learning_rate: 0.225750 loss_vfl: 1.191040 loss_bbox: 0.565272 loss_dfl: 0.466520 loss: 2.232995 eta: 1 day, 12:25:16 batch_cost: 0.8089 data_cost: 0.0003 ips: 59.3399 images/s [03/12 16:45:25] ppdet.engine INFO: Epoch: [47] [280/610] learning_rate: 0.225730 loss_vfl: 1.134673 loss_bbox: 0.530189 loss_dfl: 0.412942 loss: 2.067001 eta: 1 day, 12:25:01 batch_cost: 0.8665 data_cost: 0.0003 ips: 55.3961 images/s [03/12 16:45:43] ppdet.engine INFO: Epoch: [47] [300/610] learning_rate: 0.225711 loss_vfl: 1.170095 loss_bbox: 0.556581 loss_dfl: 0.441551 loss: 2.170318 eta: 1 day, 12:24:37 batch_cost: 0.7891 data_cost: 0.0003 ips: 60.8253 images/s [03/12 16:46:02] ppdet.engine INFO: Epoch: [47] [320/610] learning_rate: 0.225691 loss_vfl: 1.136849 loss_bbox: 0.580309 loss_dfl: 0.453533 loss: 2.148692 eta: 1 day, 12:24:22 batch_cost: 0.8684 data_cost: 0.0004 ips: 55.2737 images/s [03/12 16:46:20] ppdet.engine INFO: Epoch: [47] [340/610] learning_rate: 0.225671 loss_vfl: 1.090719 loss_bbox: 0.522127 loss_dfl: 0.423970 loss: 2.060053 eta: 1 day, 12:24:04 batch_cost: 0.8364 data_cost: 0.0004 ips: 57.3868 images/s [03/12 16:46:39] ppdet.engine INFO: Epoch: [47] [360/610] learning_rate: 0.225652 loss_vfl: 1.171229 loss_bbox: 0.560955 loss_dfl: 0.444526 loss: 2.189453 eta: 1 day, 12:23:47 batch_cost: 0.8512 data_cost: 0.0004 ips: 56.3913 images/s [03/12 16:46:58] ppdet.engine INFO: Epoch: [47] [380/610] learning_rate: 0.225632 loss_vfl: 1.250802 loss_bbox: 0.595586 loss_dfl: 0.464700 loss: 2.328794 eta: 1 day, 12:23:35 batch_cost: 0.8995 data_cost: 0.0003 ips: 53.3652 images/s [03/12 16:47:17] ppdet.engine INFO: Epoch: [47] [400/610] learning_rate: 0.225613 loss_vfl: 1.159277 loss_bbox: 0.539850 loss_dfl: 0.437501 loss: 2.118098 eta: 1 day, 12:23:19 batch_cost: 0.8661 data_cost: 0.0003 ips: 55.4197 images/s [03/12 16:47:36] ppdet.engine INFO: Epoch: [47] [420/610] learning_rate: 0.225593 loss_vfl: 1.165870 loss_bbox: 0.605774 loss_dfl: 0.464161 loss: 2.229950 eta: 1 day, 12:23:01 batch_cost: 0.8382 data_cost: 0.0003 ips: 57.2675 images/s [03/12 16:47:55] ppdet.engine INFO: Epoch: [47] [440/610] learning_rate: 0.225574 loss_vfl: 1.230407 loss_bbox: 0.573809 loss_dfl: 0.444821 loss: 2.255133 eta: 1 day, 12:22:46 batch_cost: 0.8680 data_cost: 0.0003 ips: 55.2983 images/s [03/12 16:48:13] ppdet.engine INFO: Epoch: [47] [460/610] learning_rate: 0.225554 loss_vfl: 1.190395 loss_bbox: 0.581408 loss_dfl: 0.458120 loss: 2.220867 eta: 1 day, 12:22:29 batch_cost: 0.8570 data_cost: 0.0010 ips: 56.0099 images/s [03/12 16:48:33] ppdet.engine INFO: Epoch: [47] [480/610] learning_rate: 0.225534 loss_vfl: 1.149389 loss_bbox: 0.562443 loss_dfl: 0.433855 loss: 2.156499 eta: 1 day, 12:22:16 batch_cost: 0.8823 data_cost: 0.0003 ips: 54.4063 images/s [03/12 16:48:51] ppdet.engine INFO: Epoch: [47] [500/610] learning_rate: 0.225515 loss_vfl: 1.171514 loss_bbox: 0.586127 loss_dfl: 0.451131 loss: 2.216591 eta: 1 day, 12:21:54 batch_cost: 0.8107 data_cost: 0.0012 ips: 59.2058 images/s [03/12 16:49:10] ppdet.engine INFO: Epoch: [47] [520/610] learning_rate: 0.225495 loss_vfl: 1.172473 loss_bbox: 0.567608 loss_dfl: 0.439511 loss: 2.179559 eta: 1 day, 12:21:34 batch_cost: 0.8176 data_cost: 0.0009 ips: 58.7118 images/s [03/12 16:49:28] ppdet.engine INFO: Epoch: [47] [540/610] learning_rate: 0.225475 loss_vfl: 1.230211 loss_bbox: 0.597961 loss_dfl: 0.467194 loss: 2.300385 eta: 1 day, 12:21:13 batch_cost: 0.8181 data_cost: 0.0004 ips: 58.6704 images/s [03/12 16:49:47] ppdet.engine INFO: Epoch: [47] [560/610] learning_rate: 0.225456 loss_vfl: 1.187249 loss_bbox: 0.561596 loss_dfl: 0.438248 loss: 2.172524 eta: 1 day, 12:20:54 batch_cost: 0.8344 data_cost: 0.0003 ips: 57.5258 images/s [03/12 16:50:05] ppdet.engine INFO: Epoch: [47] [580/610] learning_rate: 0.225436 loss_vfl: 1.181024 loss_bbox: 0.563096 loss_dfl: 0.440412 loss: 2.170860 eta: 1 day, 12:20:34 batch_cost: 0.8148 data_cost: 0.0003 ips: 58.9082 images/s [03/12 16:50:24] ppdet.engine INFO: Epoch: [47] [600/610] learning_rate: 0.225416 loss_vfl: 1.142581 loss_bbox: 0.576484 loss_dfl: 0.453305 loss: 2.209119 eta: 1 day, 12:20:17 batch_cost: 0.8556 data_cost: 0.0004 ips: 56.1033 images/s [03/12 16:50:41] ppdet.engine INFO: Epoch: [48] [ 0/610] learning_rate: 0.225406 loss_vfl: 1.237813 loss_bbox: 0.603668 loss_dfl: 0.453795 loss: 2.274363 eta: 1 day, 12:20:39 batch_cost: 1.1333 data_cost: 0.2870 ips: 42.3534 images/s [03/12 16:51:02] ppdet.engine INFO: Epoch: [48] [ 20/610] learning_rate: 0.225387 loss_vfl: 1.231719 loss_bbox: 0.592111 loss_dfl: 0.460238 loss: 2.261470 eta: 1 day, 12:20:31 batch_cost: 0.9384 data_cost: 0.0004 ips: 51.1501 images/s [03/12 16:51:21] ppdet.engine INFO: Epoch: [48] [ 40/610] learning_rate: 0.225367 loss_vfl: 1.178234 loss_bbox: 0.564367 loss_dfl: 0.435781 loss: 2.186444 eta: 1 day, 12:20:15 batch_cost: 0.8596 data_cost: 0.0008 ips: 55.8411 images/s [03/12 16:51:40] ppdet.engine INFO: Epoch: [48] [ 60/610] learning_rate: 0.225347 loss_vfl: 1.215982 loss_bbox: 0.587288 loss_dfl: 0.467837 loss: 2.279490 eta: 1 day, 12:20:00 batch_cost: 0.8706 data_cost: 0.0007 ips: 55.1338 images/s [03/12 16:51:59] ppdet.engine INFO: Epoch: [48] [ 80/610] learning_rate: 0.225327 loss_vfl: 1.124935 loss_bbox: 0.564641 loss_dfl: 0.432489 loss: 2.091942 eta: 1 day, 12:19:47 batch_cost: 0.8847 data_cost: 0.0004 ips: 54.2563 images/s [03/12 16:52:17] ppdet.engine INFO: Epoch: [48] [100/610] learning_rate: 0.225308 loss_vfl: 1.209408 loss_bbox: 0.605799 loss_dfl: 0.459775 loss: 2.251972 eta: 1 day, 12:19:24 batch_cost: 0.7989 data_cost: 0.0004 ips: 60.0794 images/s [03/12 16:52:36] ppdet.engine INFO: Epoch: [48] [120/610] learning_rate: 0.225288 loss_vfl: 1.232764 loss_bbox: 0.601252 loss_dfl: 0.461504 loss: 2.286201 eta: 1 day, 12:19:05 batch_cost: 0.8291 data_cost: 0.0004 ips: 57.8969 images/s [03/12 16:52:55] ppdet.engine INFO: Epoch: [48] [140/610] learning_rate: 0.225268 loss_vfl: 1.233988 loss_bbox: 0.606197 loss_dfl: 0.473707 loss: 2.333160 eta: 1 day, 12:18:50 batch_cost: 0.8720 data_cost: 0.0026 ips: 55.0457 images/s [03/12 16:53:15] ppdet.engine INFO: Epoch: [48] [160/610] learning_rate: 0.225248 loss_vfl: 1.194296 loss_bbox: 0.588593 loss_dfl: 0.444252 loss: 2.234063 eta: 1 day, 12:18:36 batch_cost: 0.8836 data_cost: 0.0010 ips: 54.3251 images/s [03/12 16:53:34] ppdet.engine INFO: Epoch: [48] [180/610] learning_rate: 0.225228 loss_vfl: 1.245365 loss_bbox: 0.584296 loss_dfl: 0.465598 loss: 2.297422 eta: 1 day, 12:18:21 batch_cost: 0.8712 data_cost: 0.0003 ips: 55.0960 images/s [03/12 16:53:52] ppdet.engine INFO: Epoch: [48] [200/610] learning_rate: 0.225208 loss_vfl: 1.219132 loss_bbox: 0.575950 loss_dfl: 0.458193 loss: 2.254556 eta: 1 day, 12:18:03 batch_cost: 0.8403 data_cost: 0.0010 ips: 57.1237 images/s [03/12 16:54:11] ppdet.engine INFO: Epoch: [48] [220/610] learning_rate: 0.225189 loss_vfl: 1.205037 loss_bbox: 0.591058 loss_dfl: 0.463951 loss: 2.241259 eta: 1 day, 12:17:44 batch_cost: 0.8298 data_cost: 0.0010 ips: 57.8458 images/s [03/12 16:54:30] ppdet.engine INFO: Epoch: [48] [240/610] learning_rate: 0.225169 loss_vfl: 1.230584 loss_bbox: 0.600459 loss_dfl: 0.454707 loss: 2.266253 eta: 1 day, 12:17:27 batch_cost: 0.8504 data_cost: 0.0006 ips: 56.4436 images/s [03/12 16:54:48] ppdet.engine INFO: Epoch: [48] [260/610] learning_rate: 0.225149 loss_vfl: 1.213211 loss_bbox: 0.608153 loss_dfl: 0.469771 loss: 2.294111 eta: 1 day, 12:17:07 batch_cost: 0.8272 data_cost: 0.0003 ips: 58.0266 images/s [03/12 16:55:08] ppdet.engine INFO: Epoch: [48] [280/610] learning_rate: 0.225129 loss_vfl: 1.164394 loss_bbox: 0.570887 loss_dfl: 0.441072 loss: 2.187123 eta: 1 day, 12:16:52 batch_cost: 0.8639 data_cost: 0.0003 ips: 55.5594 images/s [03/12 16:55:26] ppdet.engine INFO: Epoch: [48] [300/610] learning_rate: 0.225109 loss_vfl: 1.250535 loss_bbox: 0.615954 loss_dfl: 0.488822 loss: 2.382157 eta: 1 day, 12:16:31 batch_cost: 0.8126 data_cost: 0.0008 ips: 59.0703 images/s [03/12 16:55:45] ppdet.engine INFO: Epoch: [48] [320/610] learning_rate: 0.225089 loss_vfl: 1.195280 loss_bbox: 0.578232 loss_dfl: 0.443835 loss: 2.223897 eta: 1 day, 12:16:09 batch_cost: 0.8080 data_cost: 0.0003 ips: 59.4061 images/s [03/12 16:56:04] ppdet.engine INFO: Epoch: [48] [340/610] learning_rate: 0.225069 loss_vfl: 1.204974 loss_bbox: 0.569462 loss_dfl: 0.449108 loss: 2.208513 eta: 1 day, 12:15:54 batch_cost: 0.8720 data_cost: 0.0003 ips: 55.0488 images/s [03/12 16:56:23] ppdet.engine INFO: Epoch: [48] [360/610] learning_rate: 0.225049 loss_vfl: 1.167637 loss_bbox: 0.554472 loss_dfl: 0.448273 loss: 2.187557 eta: 1 day, 12:15:38 batch_cost: 0.8554 data_cost: 0.0003 ips: 56.1114 images/s [03/12 16:56:42] ppdet.engine INFO: Epoch: [48] [380/610] learning_rate: 0.225029 loss_vfl: 1.189143 loss_bbox: 0.581831 loss_dfl: 0.445842 loss: 2.220234 eta: 1 day, 12:15:20 batch_cost: 0.8435 data_cost: 0.0004 ips: 56.9076 images/s [03/12 16:57:01] ppdet.engine INFO: Epoch: [48] [400/610] learning_rate: 0.225009 loss_vfl: 1.214031 loss_bbox: 0.574057 loss_dfl: 0.444064 loss: 2.201335 eta: 1 day, 12:15:02 batch_cost: 0.8393 data_cost: 0.0003 ips: 57.1924 images/s [03/12 16:57:19] ppdet.engine INFO: Epoch: [48] [420/610] learning_rate: 0.224989 loss_vfl: 1.195443 loss_bbox: 0.579821 loss_dfl: 0.448421 loss: 2.232728 eta: 1 day, 12:14:37 batch_cost: 0.7814 data_cost: 0.0003 ips: 61.4305 images/s [03/12 16:57:37] ppdet.engine INFO: Epoch: [48] [440/610] learning_rate: 0.224969 loss_vfl: 1.210575 loss_bbox: 0.604382 loss_dfl: 0.460574 loss: 2.266290 eta: 1 day, 12:14:17 batch_cost: 0.8226 data_cost: 0.0003 ips: 58.3547 images/s [03/12 16:57:55] ppdet.engine INFO: Epoch: [48] [460/610] learning_rate: 0.224949 loss_vfl: 1.225770 loss_bbox: 0.582635 loss_dfl: 0.460040 loss: 2.286977 eta: 1 day, 12:13:54 batch_cost: 0.7866 data_cost: 0.0045 ips: 61.0192 images/s [03/12 16:58:13] ppdet.engine INFO: Epoch: [48] [480/610] learning_rate: 0.224929 loss_vfl: 1.195841 loss_bbox: 0.591157 loss_dfl: 0.461093 loss: 2.229768 eta: 1 day, 12:13:38 batch_cost: 0.8663 data_cost: 0.0013 ips: 55.4100 images/s [03/12 16:58:33] ppdet.engine INFO: Epoch: [48] [500/610] learning_rate: 0.224909 loss_vfl: 1.171744 loss_bbox: 0.539599 loss_dfl: 0.441709 loss: 2.170406 eta: 1 day, 12:13:23 batch_cost: 0.8651 data_cost: 0.0016 ips: 55.4874 images/s [03/12 16:58:51] ppdet.engine INFO: Epoch: [48] [520/610] learning_rate: 0.224889 loss_vfl: 1.215449 loss_bbox: 0.608396 loss_dfl: 0.452707 loss: 2.272540 eta: 1 day, 12:12:58 batch_cost: 0.7794 data_cost: 0.0003 ips: 61.5819 images/s [03/12 16:59:09] ppdet.engine INFO: Epoch: [48] [540/610] learning_rate: 0.224869 loss_vfl: 1.217576 loss_bbox: 0.592093 loss_dfl: 0.473790 loss: 2.292810 eta: 1 day, 12:12:39 batch_cost: 0.8283 data_cost: 0.0010 ips: 57.9479 images/s [03/12 16:59:28] ppdet.engine INFO: Epoch: [48] [560/610] learning_rate: 0.224849 loss_vfl: 1.291179 loss_bbox: 0.602629 loss_dfl: 0.470186 loss: 2.340441 eta: 1 day, 12:12:22 batch_cost: 0.8490 data_cost: 0.0004 ips: 56.5399 images/s [03/12 16:59:46] ppdet.engine INFO: Epoch: [48] [580/610] learning_rate: 0.224829 loss_vfl: 1.220955 loss_bbox: 0.586166 loss_dfl: 0.454187 loss: 2.242351 eta: 1 day, 12:12:00 batch_cost: 0.8028 data_cost: 0.0003 ips: 59.7875 images/s [03/12 17:00:05] ppdet.engine INFO: Epoch: [48] [600/610] learning_rate: 0.224809 loss_vfl: 1.239123 loss_bbox: 0.595333 loss_dfl: 0.472105 loss: 2.313680 eta: 1 day, 12:11:42 batch_cost: 0.8398 data_cost: 0.0005 ips: 57.1579 images/s [03/12 17:00:20] ppdet.engine INFO: Epoch: [49] [ 0/610] learning_rate: 0.224799 loss_vfl: 1.195370 loss_bbox: 0.575978 loss_dfl: 0.460860 loss: 2.243342 eta: 1 day, 12:11:57 batch_cost: 1.0735 data_cost: 0.1593 ips: 44.7153 images/s [03/12 17:00:41] ppdet.engine INFO: Epoch: [49] [ 20/610] learning_rate: 0.224779 loss_vfl: 1.125715 loss_bbox: 0.552366 loss_dfl: 0.432969 loss: 2.108446 eta: 1 day, 12:11:52 batch_cost: 0.9730 data_cost: 0.0010 ips: 49.3344 images/s [03/12 17:01:01] ppdet.engine INFO: Epoch: [49] [ 40/610] learning_rate: 0.224759 loss_vfl: 1.231266 loss_bbox: 0.607409 loss_dfl: 0.470003 loss: 2.324631 eta: 1 day, 12:11:39 batch_cost: 0.8906 data_cost: 0.0028 ips: 53.8951 images/s [03/12 17:01:19] ppdet.engine INFO: Epoch: [49] [ 60/610] learning_rate: 0.224739 loss_vfl: 1.186959 loss_bbox: 0.556450 loss_dfl: 0.432478 loss: 2.160799 eta: 1 day, 12:11:20 batch_cost: 0.8319 data_cost: 0.0003 ips: 57.7025 images/s [03/12 17:01:39] ppdet.engine INFO: Epoch: [49] [ 80/610] learning_rate: 0.224718 loss_vfl: 1.177948 loss_bbox: 0.579076 loss_dfl: 0.444251 loss: 2.178718 eta: 1 day, 12:11:08 batch_cost: 0.8992 data_cost: 0.0003 ips: 53.3835 images/s [03/12 17:01:58] ppdet.engine INFO: Epoch: [49] [100/610] learning_rate: 0.224698 loss_vfl: 1.184337 loss_bbox: 0.570429 loss_dfl: 0.452105 loss: 2.231471 eta: 1 day, 12:10:55 batch_cost: 0.8833 data_cost: 0.0005 ips: 54.3402 images/s [03/12 17:02:16] ppdet.engine INFO: Epoch: [49] [120/610] learning_rate: 0.224678 loss_vfl: 1.222224 loss_bbox: 0.568194 loss_dfl: 0.446985 loss: 2.226307 eta: 1 day, 12:10:34 batch_cost: 0.8206 data_cost: 0.0003 ips: 58.4950 images/s [03/12 17:02:36] ppdet.engine INFO: Epoch: [49] [140/610] learning_rate: 0.224658 loss_vfl: 1.141122 loss_bbox: 0.523165 loss_dfl: 0.427884 loss: 2.113729 eta: 1 day, 12:10:21 batch_cost: 0.8866 data_cost: 0.0003 ips: 54.1419 images/s [03/12 17:02:54] ppdet.engine INFO: Epoch: [49] [160/610] learning_rate: 0.224638 loss_vfl: 1.180668 loss_bbox: 0.602024 loss_dfl: 0.452244 loss: 2.217711 eta: 1 day, 12:10:01 batch_cost: 0.8190 data_cost: 0.0003 ips: 58.6108 images/s [03/12 17:03:12] ppdet.engine INFO: Epoch: [49] [180/610] learning_rate: 0.224617 loss_vfl: 1.178937 loss_bbox: 0.561040 loss_dfl: 0.448083 loss: 2.193738 eta: 1 day, 12:09:40 batch_cost: 0.8127 data_cost: 0.0003 ips: 59.0594 images/s [03/12 17:03:30] ppdet.engine INFO: Epoch: [49] [200/610] learning_rate: 0.224597 loss_vfl: 1.259715 loss_bbox: 0.602080 loss_dfl: 0.480139 loss: 2.361537 eta: 1 day, 12:09:18 batch_cost: 0.8070 data_cost: 0.0009 ips: 59.4765 images/s [03/12 17:03:48] ppdet.engine INFO: Epoch: [49] [220/610] learning_rate: 0.224577 loss_vfl: 1.200750 loss_bbox: 0.559590 loss_dfl: 0.433671 loss: 2.191305 eta: 1 day, 12:08:59 batch_cost: 0.8255 data_cost: 0.0003 ips: 58.1489 images/s [03/12 17:04:08] ppdet.engine INFO: Epoch: [49] [240/610] learning_rate: 0.224557 loss_vfl: 1.215483 loss_bbox: 0.558516 loss_dfl: 0.441397 loss: 2.214162 eta: 1 day, 12:08:44 batch_cost: 0.8703 data_cost: 0.0003 ips: 55.1512 images/s [03/12 17:04:26] ppdet.engine INFO: Epoch: [49] [260/610] learning_rate: 0.224537 loss_vfl: 1.275164 loss_bbox: 0.616176 loss_dfl: 0.490411 loss: 2.423716 eta: 1 day, 12:08:24 batch_cost: 0.8310 data_cost: 0.0003 ips: 57.7624 images/s [03/12 17:04:45] ppdet.engine INFO: Epoch: [49] [280/610] learning_rate: 0.224516 loss_vfl: 1.239699 loss_bbox: 0.576725 loss_dfl: 0.456156 loss: 2.255054 eta: 1 day, 12:08:10 batch_cost: 0.8761 data_cost: 0.0004 ips: 54.7898 images/s [03/12 17:05:04] ppdet.engine INFO: Epoch: [49] [300/610] learning_rate: 0.224496 loss_vfl: 1.245993 loss_bbox: 0.592491 loss_dfl: 0.458862 loss: 2.303179 eta: 1 day, 12:07:49 batch_cost: 0.8159 data_cost: 0.0010 ips: 58.8320 images/s [03/12 17:05:23] ppdet.engine INFO: Epoch: [49] [320/610] learning_rate: 0.224476 loss_vfl: 1.205480 loss_bbox: 0.569150 loss_dfl: 0.444859 loss: 2.240823 eta: 1 day, 12:07:28 batch_cost: 0.8129 data_cost: 0.0013 ips: 59.0491 images/s [03/12 17:05:42] ppdet.engine INFO: Epoch: [49] [340/610] learning_rate: 0.224455 loss_vfl: 1.196002 loss_bbox: 0.545237 loss_dfl: 0.417994 loss: 2.123335 eta: 1 day, 12:07:13 batch_cost: 0.8644 data_cost: 0.0003 ips: 55.5308 images/s [03/12 17:06:00] ppdet.engine INFO: Epoch: [49] [360/610] learning_rate: 0.224435 loss_vfl: 1.201235 loss_bbox: 0.568082 loss_dfl: 0.444259 loss: 2.200867 eta: 1 day, 12:06:54 batch_cost: 0.8331 data_cost: 0.0003 ips: 57.6189 images/s [03/12 17:06:18] ppdet.engine INFO: Epoch: [49] [380/610] learning_rate: 0.224415 loss_vfl: 1.193174 loss_bbox: 0.569798 loss_dfl: 0.453860 loss: 2.206696 eta: 1 day, 12:06:35 batch_cost: 0.8356 data_cost: 0.0009 ips: 57.4462 images/s [03/12 17:06:37] ppdet.engine INFO: Epoch: [49] [400/610] learning_rate: 0.224394 loss_vfl: 1.220508 loss_bbox: 0.587614 loss_dfl: 0.456455 loss: 2.285836 eta: 1 day, 12:06:20 batch_cost: 0.8633 data_cost: 0.0013 ips: 55.6024 images/s [03/12 17:06:55] ppdet.engine INFO: Epoch: [49] [420/610] learning_rate: 0.224374 loss_vfl: 1.179695 loss_bbox: 0.563981 loss_dfl: 0.445232 loss: 2.168268 eta: 1 day, 12:05:59 batch_cost: 0.8127 data_cost: 0.0004 ips: 59.0604 images/s [03/12 17:07:14] ppdet.engine INFO: Epoch: [49] [440/610] learning_rate: 0.224354 loss_vfl: 1.215213 loss_bbox: 0.608043 loss_dfl: 0.477418 loss: 2.269704 eta: 1 day, 12:05:41 batch_cost: 0.8479 data_cost: 0.0005 ips: 56.6127 images/s [03/12 17:07:32] ppdet.engine INFO: Epoch: [49] [460/610] learning_rate: 0.224333 loss_vfl: 1.222855 loss_bbox: 0.588875 loss_dfl: 0.468570 loss: 2.267979 eta: 1 day, 12:05:22 batch_cost: 0.8243 data_cost: 0.0003 ips: 58.2310 images/s [03/12 17:07:51] ppdet.engine INFO: Epoch: [49] [480/610] learning_rate: 0.224313 loss_vfl: 1.198277 loss_bbox: 0.585941 loss_dfl: 0.456736 loss: 2.226575 eta: 1 day, 12:05:06 batch_cost: 0.8610 data_cost: 0.0016 ips: 55.7518 images/s [03/12 17:08:09] ppdet.engine INFO: Epoch: [49] [500/610] learning_rate: 0.224292 loss_vfl: 1.162471 loss_bbox: 0.565891 loss_dfl: 0.445550 loss: 2.151892 eta: 1 day, 12:04:45 batch_cost: 0.8172 data_cost: 0.0003 ips: 58.7399 images/s [03/12 17:08:28] ppdet.engine INFO: Epoch: [49] [520/610] learning_rate: 0.224272 loss_vfl: 1.141999 loss_bbox: 0.570236 loss_dfl: 0.435592 loss: 2.122109 eta: 1 day, 12:04:26 batch_cost: 0.8310 data_cost: 0.0003 ips: 57.7607 images/s [03/12 17:08:47] ppdet.engine INFO: Epoch: [49] [540/610] learning_rate: 0.224252 loss_vfl: 1.155950 loss_bbox: 0.548172 loss_dfl: 0.442151 loss: 2.132239 eta: 1 day, 12:04:08 batch_cost: 0.8368 data_cost: 0.0008 ips: 57.3602 images/s [03/12 17:09:05] ppdet.engine INFO: Epoch: [49] [560/610] learning_rate: 0.224231 loss_vfl: 1.190546 loss_bbox: 0.590154 loss_dfl: 0.463052 loss: 2.265076 eta: 1 day, 12:03:51 batch_cost: 0.8551 data_cost: 0.0003 ips: 56.1362 images/s [03/12 17:09:24] ppdet.engine INFO: Epoch: [49] [580/610] learning_rate: 0.224211 loss_vfl: 1.149855 loss_bbox: 0.539756 loss_dfl: 0.433042 loss: 2.086262 eta: 1 day, 12:03:36 batch_cost: 0.8670 data_cost: 0.0003 ips: 55.3612 images/s [03/12 17:09:43] ppdet.engine INFO: Epoch: [49] [600/610] learning_rate: 0.224190 loss_vfl: 1.202389 loss_bbox: 0.596497 loss_dfl: 0.463314 loss: 2.239398 eta: 1 day, 12:03:17 batch_cost: 0.8367 data_cost: 0.0017 ips: 57.3665 images/s [03/12 17:09:51] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_s_416_coco [03/12 17:09:51] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_s_416_coco [03/12 17:09:51] ppdet.engine INFO: Eval iter: 0 [03/12 17:10:09] ppdet.engine INFO: Eval iter: 100 [03/12 17:10:20] ppdet.engine INFO: Eval iter: 200 [03/12 17:10:31] ppdet.engine INFO: Eval iter: 300 [03/12 17:10:42] ppdet.engine INFO: Eval iter: 400 [03/12 17:10:53] ppdet.engine INFO: Eval iter: 500 [03/12 17:11:04] ppdet.engine INFO: Eval iter: 600 [03/12 17:11:21] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json. loading annotations into memory... Done (t=0.64s) creating index... index created! [03/12 17:11:21] ppdet.metrics.coco_utils INFO: Start evaluate... Loading and preparing results... DONE (t=4.70s) creating index... index created! Running per image evaluation... Evaluate annotation type *bbox* DONE (t=94.87s). Accumulating evaluation results... DONE (t=17.95s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.262 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.403 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.276 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.096 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.265 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.429 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.253 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.405 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.431 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.162 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.476 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.668 [03/12 17:13:21] ppdet.engine INFO: Total sample number: 4952, averge FPS: 64.87785379660963 [03/12 17:13:21] ppdet.engine INFO: Best test bbox ap is 0.262. [03/12 17:13:21] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_s_416_coco [03/12 17:13:21] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_s_416_coco [03/12 17:13:22] ppdet.engine INFO: Epoch: [50] [ 0/610] learning_rate: 0.224180 loss_vfl: 1.183827 loss_bbox: 0.592723 loss_dfl: 0.464398 loss: 2.224455 eta: 1 day, 12:02:58 batch_cost: 0.7633 data_cost: 0.0010 ips: 62.8873 images/s [03/12 17:13:41] ppdet.engine INFO: Epoch: [50] [ 20/610] learning_rate: 0.224160 loss_vfl: 1.224123 loss_bbox: 0.589827 loss_dfl: 0.454161 loss: 2.254448 eta: 1 day, 12:02:47 batch_cost: 0.9052 data_cost: 0.0003 ips: 53.0249 images/s [03/12 17:14:00] ppdet.engine INFO: Epoch: [50] [ 40/610] learning_rate: 0.224139 loss_vfl: 1.237063 loss_bbox: 0.577691 loss_dfl: 0.465453 loss: 2.294264 eta: 1 day, 12:02:32 batch_cost: 0.8791 data_cost: 0.0019 ips: 54.6022 images/s [03/12 17:14:20] ppdet.engine INFO: Epoch: [50] [ 60/610] learning_rate: 0.224119 loss_vfl: 1.231960 loss_bbox: 0.593301 loss_dfl: 0.459851 loss: 2.289337 eta: 1 day, 12:02:20 batch_cost: 0.8927 data_cost: 0.0003 ips: 53.7696 images/s [03/12 17:14:38] ppdet.engine INFO: Epoch: [50] [ 80/610] learning_rate: 0.224098 loss_vfl: 1.195722 loss_bbox: 0.598821 loss_dfl: 0.454066 loss: 2.281761 eta: 1 day, 12:02:00 batch_cost: 0.8216 data_cost: 0.0003 ips: 58.4198 images/s [03/12 17:14:57] ppdet.engine INFO: Epoch: [50] [100/610] learning_rate: 0.224077 loss_vfl: 1.106590 loss_bbox: 0.541892 loss_dfl: 0.421213 loss: 2.058290 eta: 1 day, 12:01:43 batch_cost: 0.8517 data_cost: 0.0003 ips: 56.3572 images/s [03/12 17:15:16] ppdet.engine INFO: Epoch: [50] [120/610] learning_rate: 0.224057 loss_vfl: 1.144131 loss_bbox: 0.537825 loss_dfl: 0.431127 loss: 2.107626 eta: 1 day, 12:01:26 batch_cost: 0.8510 data_cost: 0.0003 ips: 56.4042 images/s [03/12 17:15:34] ppdet.engine INFO: Epoch: [50] [140/610] learning_rate: 0.224036 loss_vfl: 1.126360 loss_bbox: 0.523283 loss_dfl: 0.421203 loss: 2.045897 eta: 1 day, 12:01:04 batch_cost: 0.8024 data_cost: 0.0038 ips: 59.8179 images/s [03/12 17:15:53] ppdet.engine INFO: Epoch: [50] [160/610] learning_rate: 0.224016 loss_vfl: 1.163779 loss_bbox: 0.568244 loss_dfl: 0.445780 loss: 2.190968 eta: 1 day, 12:00:46 batch_cost: 0.8415 data_cost: 0.0003 ips: 57.0395 images/s [03/12 17:16:12] ppdet.engine INFO: Epoch: [50] [180/610] learning_rate: 0.223995 loss_vfl: 1.151388 loss_bbox: 0.546715 loss_dfl: 0.418500 loss: 2.121801 eta: 1 day, 12:00:32 batch_cost: 0.8809 data_cost: 0.0003 ips: 54.4922 images/s [03/12 17:16:31] ppdet.engine INFO: Epoch: [50] [200/610] learning_rate: 0.223975 loss_vfl: 1.311586 loss_bbox: 0.624596 loss_dfl: 0.482455 loss: 2.402596 eta: 1 day, 12:00:18 batch_cost: 0.8834 data_cost: 0.0004 ips: 54.3327 images/s [03/12 17:16:50] ppdet.engine INFO: Epoch: [50] [220/610] learning_rate: 0.223954 loss_vfl: 1.273657 loss_bbox: 0.646012 loss_dfl: 0.491492 loss: 2.391319 eta: 1 day, 12:00:01 batch_cost: 0.8508 data_cost: 0.0004 ips: 56.4148 images/s [03/12 17:17:09] ppdet.engine INFO: Epoch: [50] [240/610] learning_rate: 0.223933 loss_vfl: 1.213355 loss_bbox: 0.575319 loss_dfl: 0.457447 loss: 2.255030 eta: 1 day, 11:59:47 batch_cost: 0.8828 data_cost: 0.0004 ips: 54.3726 images/s [03/12 17:17:28] ppdet.engine INFO: Epoch: [50] [260/610] learning_rate: 0.223913 loss_vfl: 1.252253 loss_bbox: 0.616961 loss_dfl: 0.468314 loss: 2.323298 eta: 1 day, 11:59:33 batch_cost: 0.8766 data_cost: 0.0003 ips: 54.7577 images/s [03/12 17:17:46] ppdet.engine INFO: Epoch: [50] [280/610] learning_rate: 0.223892 loss_vfl: 1.171535 loss_bbox: 0.550598 loss_dfl: 0.426237 loss: 2.117022 eta: 1 day, 11:59:08 batch_cost: 0.7772 data_cost: 0.0003 ips: 61.7616 images/s [03/12 17:18:05] ppdet.engine INFO: Epoch: [50] [300/610] learning_rate: 0.223871 loss_vfl: 1.152793 loss_bbox: 0.560005 loss_dfl: 0.427518 loss: 2.146564 eta: 1 day, 11:58:56 batch_cost: 0.9010 data_cost: 0.0009 ips: 53.2713 images/s [03/12 17:18:23] ppdet.engine INFO: Epoch: [50] [320/610] learning_rate: 0.223851 loss_vfl: 1.152182 loss_bbox: 0.549730 loss_dfl: 0.436155 loss: 2.126086 eta: 1 day, 11:58:37 batch_cost: 0.8333 data_cost: 0.0003 ips: 57.6010 images/s [03/12 17:18:42] ppdet.engine INFO: Epoch: [50] [340/610] learning_rate: 0.223830 loss_vfl: 1.174516 loss_bbox: 0.560810 loss_dfl: 0.433893 loss: 2.166746 eta: 1 day, 11:58:20 batch_cost: 0.8474 data_cost: 0.0003 ips: 56.6421 images/s [03/12 17:19:01] ppdet.engine INFO: Epoch: [50] [360/610] learning_rate: 0.223809 loss_vfl: 1.201967 loss_bbox: 0.599296 loss_dfl: 0.453965 loss: 2.259966 eta: 1 day, 11:58:00 batch_cost: 0.8237 data_cost: 0.0003 ips: 58.2746 images/s [03/12 17:19:21] ppdet.engine INFO: Epoch: [50] [380/610] learning_rate: 0.223789 loss_vfl: 1.219993 loss_bbox: 0.599537 loss_dfl: 0.469781 loss: 2.307168 eta: 1 day, 11:57:47 batch_cost: 0.8916 data_cost: 0.0010 ips: 53.8381 images/s [03/12 17:19:40] ppdet.engine INFO: Epoch: [50] [400/610] learning_rate: 0.223768 loss_vfl: 1.191162 loss_bbox: 0.608776 loss_dfl: 0.470295 loss: 2.281085 eta: 1 day, 11:57:30 batch_cost: 0.8479 data_cost: 0.0008 ips: 56.6112 images/s [03/12 17:19:58] ppdet.engine INFO: Epoch: [50] [420/610] learning_rate: 0.223747 loss_vfl: 1.190195 loss_bbox: 0.574693 loss_dfl: 0.454518 loss: 2.234190 eta: 1 day, 11:57:11 batch_cost: 0.8333 data_cost: 0.0003 ips: 57.6007 images/s [03/12 17:20:17] ppdet.engine INFO: Epoch: [50] [440/610] learning_rate: 0.223726 loss_vfl: 1.190330 loss_bbox: 0.558822 loss_dfl: 0.440918 loss: 2.157601 eta: 1 day, 11:56:53 batch_cost: 0.8372 data_cost: 0.0003 ips: 57.3369 images/s [03/12 17:20:35] ppdet.engine INFO: Epoch: [50] [460/610] learning_rate: 0.223706 loss_vfl: 1.124240 loss_bbox: 0.556221 loss_dfl: 0.417209 loss: 2.090733 eta: 1 day, 11:56:32 batch_cost: 0.8184 data_cost: 0.0003 ips: 58.6503 images/s [03/12 17:20:54] ppdet.engine INFO: Epoch: [50] [480/610] learning_rate: 0.223685 loss_vfl: 1.198151 loss_bbox: 0.567707 loss_dfl: 0.437967 loss: 2.194037 eta: 1 day, 11:56:14 batch_cost: 0.8397 data_cost: 0.0039 ips: 57.1663 images/s [03/12 17:21:13] ppdet.engine INFO: Epoch: [50] [500/610] learning_rate: 0.223664 loss_vfl: 1.196146 loss_bbox: 0.593050 loss_dfl: 0.462800 loss: 2.259424 eta: 1 day, 11:55:59 batch_cost: 0.8698 data_cost: 0.0003 ips: 55.1848 images/s [03/12 17:21:32] ppdet.engine INFO: Epoch: [50] [520/610] learning_rate: 0.223643 loss_vfl: 1.252112 loss_bbox: 0.606563 loss_dfl: 0.468272 loss: 2.306686 eta: 1 day, 11:55:42 batch_cost: 0.8495 data_cost: 0.0003 ips: 56.5059 images/s [03/12 17:21:51] ppdet.engine INFO: Epoch: [50] [540/610] learning_rate: 0.223623 loss_vfl: 1.173468 loss_bbox: 0.553414 loss_dfl: 0.438320 loss: 2.179354 eta: 1 day, 11:55:22 batch_cost: 0.8188 data_cost: 0.0004 ips: 58.6215 images/s [03/12 17:22:09] ppdet.engine INFO: Epoch: [50] [560/610] learning_rate: 0.223602 loss_vfl: 1.156730 loss_bbox: 0.538544 loss_dfl: 0.429110 loss: 2.140642 eta: 1 day, 11:55:03 batch_cost: 0.8338 data_cost: 0.0003 ips: 57.5694 images/s [03/12 17:22:28] ppdet.engine INFO: Epoch: [50] [580/610] learning_rate: 0.223581 loss_vfl: 1.229288 loss_bbox: 0.575073 loss_dfl: 0.456226 loss: 2.271686 eta: 1 day, 11:54:43 batch_cost: 0.8226 data_cost: 0.0003 ips: 58.3544 images/s [03/12 17:22:46] ppdet.engine INFO: Epoch: [50] [600/610] learning_rate: 0.223560 loss_vfl: 1.168515 loss_bbox: 0.553164 loss_dfl: 0.427093 loss: 2.192018 eta: 1 day, 11:54:24 batch_cost: 0.8289 data_cost: 0.0005 ips: 57.9061 images/s [03/12 17:23:02] ppdet.engine INFO: Epoch: [51] [ 0/610] learning_rate: 0.223550 loss_vfl: 1.160182 loss_bbox: 0.563954 loss_dfl: 0.437248 loss: 2.170412 eta: 1 day, 11:54:41 batch_cost: 1.0919 data_cost: 0.3169 ips: 43.9586 images/s [03/12 17:23:23] ppdet.engine INFO: Epoch: [51] [ 20/610] learning_rate: 0.223529 loss_vfl: 1.165833 loss_bbox: 0.555133 loss_dfl: 0.434081 loss: 2.155137 eta: 1 day, 11:54:34 batch_cost: 0.9521 data_cost: 0.0003 ips: 50.4128 images/s [03/12 17:23:41] ppdet.engine INFO: Epoch: [51] [ 40/610] learning_rate: 0.223508 loss_vfl: 1.190156 loss_bbox: 0.593111 loss_dfl: 0.455375 loss: 2.235767 eta: 1 day, 11:54:11 batch_cost: 0.7947 data_cost: 0.0003 ips: 60.4010 images/s [03/12 17:24:00] ppdet.engine INFO: Epoch: [51] [ 60/610] learning_rate: 0.223487 loss_vfl: 1.176684 loss_bbox: 0.574206 loss_dfl: 0.452106 loss: 2.180118 eta: 1 day, 11:53:59 batch_cost: 0.8977 data_cost: 0.0004 ips: 53.4677 images/s [03/12 17:24:19] ppdet.engine INFO: Epoch: [51] [ 80/610] learning_rate: 0.223466 loss_vfl: 1.124729 loss_bbox: 0.551693 loss_dfl: 0.440610 loss: 2.121408 eta: 1 day, 11:53:44 batch_cost: 0.8763 data_cost: 0.0009 ips: 54.7744 images/s [03/12 17:24:39] ppdet.engine INFO: Epoch: [51] [100/610] learning_rate: 0.223445 loss_vfl: 1.194986 loss_bbox: 0.559401 loss_dfl: 0.441873 loss: 2.186608 eta: 1 day, 11:53:31 batch_cost: 0.8965 data_cost: 0.0005 ips: 53.5393 images/s [03/12 17:24:59] ppdet.engine INFO: Epoch: [51] [120/610] learning_rate: 0.223424 loss_vfl: 1.249479 loss_bbox: 0.618602 loss_dfl: 0.478195 loss: 2.344286 eta: 1 day, 11:53:20 batch_cost: 0.9091 data_cost: 0.0003 ips: 52.7994 images/s [03/12 17:25:18] ppdet.engine INFO: Epoch: [51] [140/610] learning_rate: 0.223403 loss_vfl: 1.170042 loss_bbox: 0.559244 loss_dfl: 0.442323 loss: 2.178298 eta: 1 day, 11:53:06 batch_cost: 0.8787 data_cost: 0.0003 ips: 54.6257 images/s [03/12 17:25:38] ppdet.engine INFO: Epoch: [51] [160/610] learning_rate: 0.223382 loss_vfl: 1.177455 loss_bbox: 0.568187 loss_dfl: 0.428637 loss: 2.151644 eta: 1 day, 11:52:53 batch_cost: 0.8981 data_cost: 0.0003 ips: 53.4470 images/s [03/12 17:25:56] ppdet.engine INFO: Epoch: [51] [180/610] learning_rate: 0.223361 loss_vfl: 1.169378 loss_bbox: 0.576137 loss_dfl: 0.450253 loss: 2.184516 eta: 1 day, 11:52:37 batch_cost: 0.8626 data_cost: 0.0003 ips: 55.6457 images/s [03/12 17:26:16] ppdet.engine INFO: Epoch: [51] [200/610] learning_rate: 0.223340 loss_vfl: 1.247589 loss_bbox: 0.587051 loss_dfl: 0.455775 loss: 2.281731 eta: 1 day, 11:52:22 batch_cost: 0.8682 data_cost: 0.0006 ips: 55.2889 images/s [03/12 17:26:34] ppdet.engine INFO: Epoch: [51] [220/610] learning_rate: 0.223319 loss_vfl: 1.181022 loss_bbox: 0.607498 loss_dfl: 0.454738 loss: 2.228343 eta: 1 day, 11:52:02 batch_cost: 0.8256 data_cost: 0.0009 ips: 58.1422 images/s [03/12 17:26:53] ppdet.engine INFO: Epoch: [51] [240/610] learning_rate: 0.223298 loss_vfl: 1.144445 loss_bbox: 0.540458 loss_dfl: 0.429289 loss: 2.108418 eta: 1 day, 11:51:41 batch_cost: 0.8057 data_cost: 0.0003 ips: 59.5759 images/s [03/12 17:27:12] ppdet.engine INFO: Epoch: [51] [260/610] learning_rate: 0.223277 loss_vfl: 1.274066 loss_bbox: 0.619556 loss_dfl: 0.468520 loss: 2.338869 eta: 1 day, 11:51:24 batch_cost: 0.8537 data_cost: 0.0003 ips: 56.2235 images/s [03/12 17:27:32] ppdet.engine INFO: Epoch: [51] [280/610] learning_rate: 0.223256 loss_vfl: 1.251623 loss_bbox: 0.582884 loss_dfl: 0.467488 loss: 2.298250 eta: 1 day, 11:51:09 batch_cost: 0.8750 data_cost: 0.0011 ips: 54.8560 images/s [03/12 17:27:51] ppdet.engine INFO: Epoch: [51] [300/610] learning_rate: 0.223235 loss_vfl: 1.220155 loss_bbox: 0.585747 loss_dfl: 0.461238 loss: 2.235047 eta: 1 day, 11:50:56 batch_cost: 0.8846 data_cost: 0.0014 ips: 54.2609 images/s [03/12 17:28:10] ppdet.engine INFO: Epoch: [51] [320/610] learning_rate: 0.223214 loss_vfl: 1.158783 loss_bbox: 0.549972 loss_dfl: 0.431264 loss: 2.117315 eta: 1 day, 11:50:34 batch_cost: 0.8066 data_cost: 0.0013 ips: 59.5058 images/s [03/12 17:28:29] ppdet.engine INFO: Epoch: [51] [340/610] learning_rate: 0.223193 loss_vfl: 1.149114 loss_bbox: 0.534526 loss_dfl: 0.421666 loss: 2.132684 eta: 1 day, 11:50:17 batch_cost: 0.8446 data_cost: 0.0017 ips: 56.8300 images/s [03/12 17:28:48] ppdet.engine INFO: Epoch: [51] [360/610] learning_rate: 0.223172 loss_vfl: 1.276794 loss_bbox: 0.618312 loss_dfl: 0.472993 loss: 2.384463 eta: 1 day, 11:49:57 batch_cost: 0.8298 data_cost: 0.0004 ips: 57.8457 images/s [03/12 17:29:07] ppdet.engine INFO: Epoch: [51] [380/610] learning_rate: 0.223151 loss_vfl: 1.200895 loss_bbox: 0.565754 loss_dfl: 0.450304 loss: 2.238598 eta: 1 day, 11:49:40 batch_cost: 0.8437 data_cost: 0.0010 ips: 56.8954 images/s [03/12 17:29:27] ppdet.engine INFO: Epoch: [51] [400/610] learning_rate: 0.223130 loss_vfl: 1.161382 loss_bbox: 0.566399 loss_dfl: 0.441953 loss: 2.202635 eta: 1 day, 11:49:28 batch_cost: 0.9024 data_cost: 0.0012 ips: 53.1907 images/s [03/12 17:29:45] ppdet.engine INFO: Epoch: [51] [420/610] learning_rate: 0.223109 loss_vfl: 1.154728 loss_bbox: 0.554799 loss_dfl: 0.439316 loss: 2.145110 eta: 1 day, 11:49:12 batch_cost: 0.8650 data_cost: 0.0005 ips: 55.4895 images/s [03/12 17:30:04] ppdet.engine INFO: Epoch: [51] [440/610] learning_rate: 0.223088 loss_vfl: 1.218148 loss_bbox: 0.604160 loss_dfl: 0.455758 loss: 2.303668 eta: 1 day, 11:48:55 batch_cost: 0.8489 data_cost: 0.0010 ips: 56.5425 images/s [03/12 17:30:22] ppdet.engine INFO: Epoch: [51] [460/610] learning_rate: 0.223067 loss_vfl: 1.188512 loss_bbox: 0.582754 loss_dfl: 0.452973 loss: 2.243493 eta: 1 day, 11:48:35 batch_cost: 0.8205 data_cost: 0.0004 ips: 58.5040 images/s [03/12 17:30:42] ppdet.engine INFO: Epoch: [51] [480/610] learning_rate: 0.223046 loss_vfl: 1.205611 loss_bbox: 0.585820 loss_dfl: 0.463302 loss: 2.231099 eta: 1 day, 11:48:22 batch_cost: 0.9002 data_cost: 0.0011 ips: 53.3223 images/s [03/12 17:31:01] ppdet.engine INFO: Epoch: [51] [500/610] learning_rate: 0.223024 loss_vfl: 1.224312 loss_bbox: 0.595554 loss_dfl: 0.462861 loss: 2.267515 eta: 1 day, 11:48:05 batch_cost: 0.8520 data_cost: 0.0003 ips: 56.3393 images/s [03/12 17:31:20] ppdet.engine INFO: Epoch: [51] [520/610] learning_rate: 0.223003 loss_vfl: 1.242070 loss_bbox: 0.622011 loss_dfl: 0.494868 loss: 2.375975 eta: 1 day, 11:47:48 batch_cost: 0.8458 data_cost: 0.0003 ips: 56.7516 images/s [03/12 17:31:39] ppdet.engine INFO: Epoch: [51] [540/610] learning_rate: 0.222982 loss_vfl: 1.153006 loss_bbox: 0.560464 loss_dfl: 0.442694 loss: 2.205625 eta: 1 day, 11:47:30 batch_cost: 0.8424 data_cost: 0.0010 ips: 56.9823 images/s [03/12 17:31:58] ppdet.engine INFO: Epoch: [51] [560/610] learning_rate: 0.222961 loss_vfl: 1.236503 loss_bbox: 0.603320 loss_dfl: 0.471122 loss: 2.322880 eta: 1 day, 11:47:11 batch_cost: 0.8314 data_cost: 0.0003 ips: 57.7350 images/s [03/12 17:32:17] ppdet.engine INFO: Epoch: [51] [580/610] learning_rate: 0.222940 loss_vfl: 1.215200 loss_bbox: 0.600490 loss_dfl: 0.458137 loss: 2.275923 eta: 1 day, 11:46:52 batch_cost: 0.8347 data_cost: 0.0003 ips: 57.5041 images/s [03/12 17:32:36] ppdet.engine INFO: Epoch: [51] [600/610] learning_rate: 0.222918 loss_vfl: 1.237547 loss_bbox: 0.579566 loss_dfl: 0.449713 loss: 2.262642 eta: 1 day, 11:46:37 batch_cost: 0.8720 data_cost: 0.0004 ips: 55.0487 images/s [03/12 17:32:52] ppdet.engine INFO: Epoch: [52] [ 0/610] learning_rate: 0.222908 loss_vfl: 1.205612 loss_bbox: 0.583284 loss_dfl: 0.449713 loss: 2.246524 eta: 1 day, 11:46:55 batch_cost: 1.1354 data_cost: 0.2037 ips: 42.2742 images/s [03/12 17:33:11] ppdet.engine INFO: Epoch: [52] [ 20/610] learning_rate: 0.222887 loss_vfl: 1.148958 loss_bbox: 0.541527 loss_dfl: 0.426671 loss: 2.118395 eta: 1 day, 11:46:40 batch_cost: 0.8730 data_cost: 0.0004 ips: 54.9821 images/s [03/12 17:33:29] ppdet.engine INFO: Epoch: [52] [ 40/610] learning_rate: 0.222865 loss_vfl: 1.196255 loss_bbox: 0.606712 loss_dfl: 0.452552 loss: 2.255920 eta: 1 day, 11:46:18 batch_cost: 0.7977 data_cost: 0.0013 ips: 60.1757 images/s [03/12 17:33:48] ppdet.engine INFO: Epoch: [52] [ 60/610] learning_rate: 0.222844 loss_vfl: 1.271708 loss_bbox: 0.620427 loss_dfl: 0.481322 loss: 2.377693 eta: 1 day, 11:46:01 batch_cost: 0.8502 data_cost: 0.0006 ips: 56.4600 images/s [03/12 17:34:07] ppdet.engine INFO: Epoch: [52] [ 80/610] learning_rate: 0.222823 loss_vfl: 1.205671 loss_bbox: 0.580194 loss_dfl: 0.461987 loss: 2.268447 eta: 1 day, 11:45:40 batch_cost: 0.8180 data_cost: 0.0020 ips: 58.6765 images/s [03/12 17:34:26] ppdet.engine INFO: Epoch: [52] [100/610] learning_rate: 0.222802 loss_vfl: 1.246301 loss_bbox: 0.580503 loss_dfl: 0.447087 loss: 2.292937 eta: 1 day, 11:45:23 batch_cost: 0.8448 data_cost: 0.0010 ips: 56.8199 images/s [03/12 17:34:46] ppdet.engine INFO: Epoch: [52] [120/610] learning_rate: 0.222780 loss_vfl: 1.183781 loss_bbox: 0.576366 loss_dfl: 0.461290 loss: 2.243393 eta: 1 day, 11:45:09 batch_cost: 0.8839 data_cost: 0.0005 ips: 54.3047 images/s [03/12 17:35:05] ppdet.engine INFO: Epoch: [52] [140/610] learning_rate: 0.222759 loss_vfl: 1.219281 loss_bbox: 0.593554 loss_dfl: 0.451012 loss: 2.240427 eta: 1 day, 11:44:56 batch_cost: 0.8983 data_cost: 0.0004 ips: 53.4318 images/s [03/12 17:35:23] ppdet.engine INFO: Epoch: [52] [160/610] learning_rate: 0.222738 loss_vfl: 1.192681 loss_bbox: 0.565466 loss_dfl: 0.439847 loss: 2.221272 eta: 1 day, 11:44:36 batch_cost: 0.8204 data_cost: 0.0004 ips: 58.5086 images/s [03/12 17:35:42] ppdet.engine INFO: Epoch: [52] [180/610] learning_rate: 0.222716 loss_vfl: 1.206952 loss_bbox: 0.571382 loss_dfl: 0.451270 loss: 2.202740 eta: 1 day, 11:44:18 batch_cost: 0.8399 data_cost: 0.0004 ips: 57.1476 images/s [03/12 17:36:01] ppdet.engine INFO: Epoch: [52] [200/610] learning_rate: 0.222695 loss_vfl: 1.205585 loss_bbox: 0.583559 loss_dfl: 0.455286 loss: 2.238640 eta: 1 day, 11:44:02 batch_cost: 0.8655 data_cost: 0.0007 ips: 55.4618 images/s [03/12 17:36:21] ppdet.engine INFO: Epoch: [52] [220/610] learning_rate: 0.222674 loss_vfl: 1.215713 loss_bbox: 0.603293 loss_dfl: 0.465295 loss: 2.273600 eta: 1 day, 11:43:48 batch_cost: 0.8736 data_cost: 0.0015 ips: 54.9456 images/s [03/12 17:36:39] ppdet.engine INFO: Epoch: [52] [240/610] learning_rate: 0.222652 loss_vfl: 1.235785 loss_bbox: 0.574506 loss_dfl: 0.444506 loss: 2.214819 eta: 1 day, 11:43:28 batch_cost: 0.8235 data_cost: 0.0005 ips: 58.2858 images/s [03/12 17:36:58] ppdet.engine INFO: Epoch: [52] [260/610] learning_rate: 0.222631 loss_vfl: 1.127682 loss_bbox: 0.524302 loss_dfl: 0.418572 loss: 2.067678 eta: 1 day, 11:43:08 batch_cost: 0.8243 data_cost: 0.0003 ips: 58.2326 images/s [03/12 17:37:17] ppdet.engine INFO: Epoch: [52] [280/610] learning_rate: 0.222609 loss_vfl: 1.215314 loss_bbox: 0.581239 loss_dfl: 0.454161 loss: 2.250776 eta: 1 day, 11:42:52 batch_cost: 0.8632 data_cost: 0.0011 ips: 55.6056 images/s [03/12 17:37:37] ppdet.engine INFO: Epoch: [52] [300/610] learning_rate: 0.222588 loss_vfl: 1.180462 loss_bbox: 0.567661 loss_dfl: 0.446322 loss: 2.211346 eta: 1 day, 11:42:39 batch_cost: 0.8886 data_cost: 0.0004 ips: 54.0183 images/s [03/12 17:37:55] ppdet.engine INFO: Epoch: [52] [320/610] learning_rate: 0.222567 loss_vfl: 1.162289 loss_bbox: 0.556862 loss_dfl: 0.437442 loss: 2.154119 eta: 1 day, 11:42:21 batch_cost: 0.8456 data_cost: 0.0003 ips: 56.7635 images/s [03/12 17:38:14] ppdet.engine INFO: Epoch: [52] [340/610] learning_rate: 0.222545 loss_vfl: 1.262950 loss_bbox: 0.586418 loss_dfl: 0.467946 loss: 2.346838 eta: 1 day, 11:42:02 batch_cost: 0.8274 data_cost: 0.0012 ips: 58.0165 images/s [03/12 17:38:33] ppdet.engine INFO: Epoch: [52] [360/610] learning_rate: 0.222524 loss_vfl: 1.219590 loss_bbox: 0.591192 loss_dfl: 0.461483 loss: 2.278547 eta: 1 day, 11:41:45 batch_cost: 0.8535 data_cost: 0.0010 ips: 56.2407 images/s [03/12 17:38:52] ppdet.engine INFO: Epoch: [52] [380/610] learning_rate: 0.222502 loss_vfl: 1.119930 loss_bbox: 0.546765 loss_dfl: 0.438076 loss: 2.085004 eta: 1 day, 11:41:30 batch_cost: 0.8684 data_cost: 0.0012 ips: 55.2748 images/s [03/12 17:39:11] ppdet.engine INFO: Epoch: [52] [400/610] learning_rate: 0.222481 loss_vfl: 1.229458 loss_bbox: 0.564342 loss_dfl: 0.453621 loss: 2.256599 eta: 1 day, 11:41:14 batch_cost: 0.8653 data_cost: 0.0003 ips: 55.4689 images/s [03/12 17:39:31] ppdet.engine INFO: Epoch: [52] [420/610] learning_rate: 0.222459 loss_vfl: 1.204694 loss_bbox: 0.573547 loss_dfl: 0.458877 loss: 2.250754 eta: 1 day, 11:41:03 batch_cost: 0.9194 data_cost: 0.0010 ips: 52.2080 images/s [03/12 17:39:51] ppdet.engine INFO: Epoch: [52] [440/610] learning_rate: 0.222438 loss_vfl: 1.180712 loss_bbox: 0.566483 loss_dfl: 0.435232 loss: 2.195792 eta: 1 day, 11:40:51 batch_cost: 0.8995 data_cost: 0.0003 ips: 53.3656 images/s [03/12 17:40:10] ppdet.engine INFO: Epoch: [52] [460/610] learning_rate: 0.222416 loss_vfl: 1.180366 loss_bbox: 0.566918 loss_dfl: 0.448989 loss: 2.216604 eta: 1 day, 11:40:33 batch_cost: 0.8461 data_cost: 0.0004 ips: 56.7322 images/s [03/12 17:40:28] ppdet.engine INFO: Epoch: [52] [480/610] learning_rate: 0.222395 loss_vfl: 1.228644 loss_bbox: 0.556844 loss_dfl: 0.457523 loss: 2.278830 eta: 1 day, 11:40:15 batch_cost: 0.8370 data_cost: 0.0008 ips: 57.3489 images/s [03/12 17:40:48] ppdet.engine INFO: Epoch: [52] [500/610] learning_rate: 0.222373 loss_vfl: 1.171510 loss_bbox: 0.577123 loss_dfl: 0.455042 loss: 2.183696 eta: 1 day, 11:40:00 batch_cost: 0.8802 data_cost: 0.0003 ips: 54.5339 images/s [03/12 17:41:07] ppdet.engine INFO: Epoch: [52] [520/610] learning_rate: 0.222352 loss_vfl: 1.169623 loss_bbox: 0.572781 loss_dfl: 0.442384 loss: 2.170636 eta: 1 day, 11:39:44 batch_cost: 0.8600 data_cost: 0.0004 ips: 55.8132 images/s [03/12 17:41:25] ppdet.engine INFO: Epoch: [52] [540/610] learning_rate: 0.222330 loss_vfl: 1.239052 loss_bbox: 0.601470 loss_dfl: 0.469213 loss: 2.283679 eta: 1 day, 11:39:24 batch_cost: 0.8199 data_cost: 0.0003 ips: 58.5466 images/s [03/12 17:41:45] ppdet.engine INFO: Epoch: [52] [560/610] learning_rate: 0.222309 loss_vfl: 1.223679 loss_bbox: 0.577966 loss_dfl: 0.462373 loss: 2.268620 eta: 1 day, 11:39:08 batch_cost: 0.8595 data_cost: 0.0003 ips: 55.8453 images/s [03/12 17:42:04] ppdet.engine INFO: Epoch: [52] [580/610] learning_rate: 0.222287 loss_vfl: 1.189267 loss_bbox: 0.573523 loss_dfl: 0.445266 loss: 2.178575 eta: 1 day, 11:38:51 batch_cost: 0.8530 data_cost: 0.0009 ips: 56.2699 images/s [03/12 17:42:22] ppdet.engine INFO: Epoch: [52] [600/610] learning_rate: 0.222266 loss_vfl: 1.173558 loss_bbox: 0.555042 loss_dfl: 0.444179 loss: 2.184984 eta: 1 day, 11:38:34 batch_cost: 0.8495 data_cost: 0.0004 ips: 56.5021 images/s [03/12 17:42:35] ppdet.engine INFO: Epoch: [53] [ 0/610] learning_rate: 0.222255 loss_vfl: 1.181325 loss_bbox: 0.573005 loss_dfl: 0.444887 loss: 2.173281 eta: 1 day, 11:38:34 batch_cost: 0.9463 data_cost: 0.1581 ips: 50.7232 images/s [03/12 17:42:57] ppdet.engine INFO: Epoch: [53] [ 20/610] learning_rate: 0.222233 loss_vfl: 1.198444 loss_bbox: 0.548827 loss_dfl: 0.445515 loss: 2.174213 eta: 1 day, 11:38:30 batch_cost: 0.9916 data_cost: 0.0003 ips: 48.4065 images/s [03/12 17:43:16] ppdet.engine INFO: Epoch: [53] [ 40/610] learning_rate: 0.222212 loss_vfl: 1.142316 loss_bbox: 0.545033 loss_dfl: 0.439413 loss: 2.121980 eta: 1 day, 11:38:11 batch_cost: 0.8361 data_cost: 0.0003 ips: 57.4124 images/s [03/12 17:43:35] ppdet.engine INFO: Epoch: [53] [ 60/610] learning_rate: 0.222190 loss_vfl: 1.272874 loss_bbox: 0.599439 loss_dfl: 0.469716 loss: 2.326869 eta: 1 day, 11:37:57 batch_cost: 0.8753 data_cost: 0.0010 ips: 54.8368 images/s [03/12 17:43:53] ppdet.engine INFO: Epoch: [53] [ 80/610] learning_rate: 0.222168 loss_vfl: 1.237579 loss_bbox: 0.601011 loss_dfl: 0.464559 loss: 2.336467 eta: 1 day, 11:37:36 batch_cost: 0.8155 data_cost: 0.0003 ips: 58.8622 images/s [03/12 17:44:12] ppdet.engine INFO: Epoch: [53] [100/610] learning_rate: 0.222147 loss_vfl: 1.200016 loss_bbox: 0.585536 loss_dfl: 0.458946 loss: 2.239113 eta: 1 day, 11:37:19 batch_cost: 0.8555 data_cost: 0.0033 ips: 56.1096 images/s [03/12 17:44:32] ppdet.engine INFO: Epoch: [53] [120/610] learning_rate: 0.222125 loss_vfl: 1.147851 loss_bbox: 0.566806 loss_dfl: 0.436467 loss: 2.118396 eta: 1 day, 11:37:06 batch_cost: 0.8909 data_cost: 0.0042 ips: 53.8795 images/s [03/12 17:44:50] ppdet.engine INFO: Epoch: [53] [140/610] learning_rate: 0.222103 loss_vfl: 1.155385 loss_bbox: 0.563957 loss_dfl: 0.443384 loss: 2.172251 eta: 1 day, 11:36:47 batch_cost: 0.8280 data_cost: 0.0003 ips: 57.9712 images/s [03/12 17:45:09] ppdet.engine INFO: Epoch: [53] [160/610] learning_rate: 0.222082 loss_vfl: 1.172277 loss_bbox: 0.545139 loss_dfl: 0.441962 loss: 2.193045 eta: 1 day, 11:36:27 batch_cost: 0.8183 data_cost: 0.0003 ips: 58.6604 images/s [03/12 17:45:27] ppdet.engine INFO: Epoch: [53] [180/610] learning_rate: 0.222060 loss_vfl: 1.137384 loss_bbox: 0.544692 loss_dfl: 0.431811 loss: 2.090570 eta: 1 day, 11:36:06 batch_cost: 0.8131 data_cost: 0.0003 ips: 59.0352 images/s [03/12 17:45:46] ppdet.engine INFO: Epoch: [53] [200/610] learning_rate: 0.222038 loss_vfl: 1.214152 loss_bbox: 0.594467 loss_dfl: 0.451780 loss: 2.262396 eta: 1 day, 11:35:49 batch_cost: 0.8533 data_cost: 0.0003 ips: 56.2492 images/s [03/12 17:46:05] ppdet.engine INFO: Epoch: [53] [220/610] learning_rate: 0.222016 loss_vfl: 1.199937 loss_bbox: 0.560199 loss_dfl: 0.438145 loss: 2.165444 eta: 1 day, 11:35:35 batch_cost: 0.8833 data_cost: 0.0003 ips: 54.3434 images/s [03/12 17:46:24] ppdet.engine INFO: Epoch: [53] [240/610] learning_rate: 0.221995 loss_vfl: 1.140292 loss_bbox: 0.541244 loss_dfl: 0.429257 loss: 2.120052 eta: 1 day, 11:35:18 batch_cost: 0.8494 data_cost: 0.0003 ips: 56.5114 images/s [03/12 17:46:42] ppdet.engine INFO: Epoch: [53] [260/610] learning_rate: 0.221973 loss_vfl: 1.137267 loss_bbox: 0.555471 loss_dfl: 0.431755 loss: 2.129131 eta: 1 day, 11:35:00 batch_cost: 0.8454 data_cost: 0.0003 ips: 56.7789 images/s [03/12 17:47:01] ppdet.engine INFO: Epoch: [53] [280/610] learning_rate: 0.221951 loss_vfl: 1.248675 loss_bbox: 0.607082 loss_dfl: 0.471498 loss: 2.323199 eta: 1 day, 11:34:43 batch_cost: 0.8452 data_cost: 0.0033 ips: 56.7939 images/s [03/12 17:47:20] ppdet.engine INFO: Epoch: [53] [300/610] learning_rate: 0.221929 loss_vfl: 1.178028 loss_bbox: 0.564325 loss_dfl: 0.443860 loss: 2.205206 eta: 1 day, 11:34:24 batch_cost: 0.8352 data_cost: 0.0003 ips: 57.4715 images/s [03/12 17:47:39] ppdet.engine INFO: Epoch: [53] [320/610] learning_rate: 0.221908 loss_vfl: 1.244511 loss_bbox: 0.595842 loss_dfl: 0.463264 loss: 2.340693 eta: 1 day, 11:34:12 batch_cost: 0.9062 data_cost: 0.0003 ips: 52.9661 images/s [03/12 17:47:58] ppdet.engine INFO: Epoch: [53] [340/610] learning_rate: 0.221886 loss_vfl: 1.196620 loss_bbox: 0.576720 loss_dfl: 0.453089 loss: 2.219545 eta: 1 day, 11:33:53 batch_cost: 0.8324 data_cost: 0.0003 ips: 57.6680 images/s [03/12 17:48:16] ppdet.engine INFO: Epoch: [53] [360/610] learning_rate: 0.221864 loss_vfl: 1.179944 loss_bbox: 0.597611 loss_dfl: 0.460031 loss: 2.267118 eta: 1 day, 11:33:35 batch_cost: 0.8427 data_cost: 0.0003 ips: 56.9577 images/s [03/12 17:48:35] ppdet.engine INFO: Epoch: [53] [380/610] learning_rate: 0.221842 loss_vfl: 1.224411 loss_bbox: 0.610332 loss_dfl: 0.457148 loss: 2.277390 eta: 1 day, 11:33:20 batch_cost: 0.8704 data_cost: 0.0003 ips: 55.1498 images/s [03/12 17:48:53] ppdet.engine INFO: Epoch: [53] [400/610] learning_rate: 0.221820 loss_vfl: 1.179561 loss_bbox: 0.583241 loss_dfl: 0.457108 loss: 2.208406 eta: 1 day, 11:33:00 batch_cost: 0.8173 data_cost: 0.0003 ips: 58.7268 images/s [03/12 17:49:12] ppdet.engine INFO: Epoch: [53] [420/610] learning_rate: 0.221799 loss_vfl: 1.194753 loss_bbox: 0.580799 loss_dfl: 0.455579 loss: 2.258746 eta: 1 day, 11:32:41 batch_cost: 0.8289 data_cost: 0.0003 ips: 57.9102 images/s [03/12 17:49:30] ppdet.engine INFO: Epoch: [53] [440/610] learning_rate: 0.221777 loss_vfl: 1.155850 loss_bbox: 0.548343 loss_dfl: 0.426634 loss: 2.137556 eta: 1 day, 11:32:24 batch_cost: 0.8581 data_cost: 0.0008 ips: 55.9344 images/s [03/12 17:49:49] ppdet.engine INFO: Epoch: [53] [460/610] learning_rate: 0.221755 loss_vfl: 1.241155 loss_bbox: 0.585953 loss_dfl: 0.459648 loss: 2.294319 eta: 1 day, 11:32:06 batch_cost: 0.8343 data_cost: 0.0003 ips: 57.5314 images/s [03/12 17:50:08] ppdet.engine INFO: Epoch: [53] [480/610] learning_rate: 0.221733 loss_vfl: 1.179386 loss_bbox: 0.560730 loss_dfl: 0.439390 loss: 2.199638 eta: 1 day, 11:31:48 batch_cost: 0.8422 data_cost: 0.0003 ips: 56.9924 images/s [03/12 17:50:26] ppdet.engine INFO: Epoch: [53] [500/610] learning_rate: 0.221711 loss_vfl: 1.173276 loss_bbox: 0.556292 loss_dfl: 0.445241 loss: 2.159851 eta: 1 day, 11:31:27 batch_cost: 0.8110 data_cost: 0.0003 ips: 59.1851 images/s [03/12 17:50:45] ppdet.engine INFO: Epoch: [53] [520/610] learning_rate: 0.221689 loss_vfl: 1.212596 loss_bbox: 0.599566 loss_dfl: 0.467670 loss: 2.290281 eta: 1 day, 11:31:10 batch_cost: 0.8467 data_cost: 0.0003 ips: 56.6897 images/s [03/12 17:51:03] ppdet.engine INFO: Epoch: [53] [540/610] learning_rate: 0.221667 loss_vfl: 1.172898 loss_bbox: 0.539714 loss_dfl: 0.439777 loss: 2.159386 eta: 1 day, 11:30:51 batch_cost: 0.8349 data_cost: 0.0003 ips: 57.4915 images/s [03/12 17:51:22] ppdet.engine INFO: Epoch: [53] [560/610] learning_rate: 0.221645 loss_vfl: 1.183233 loss_bbox: 0.589309 loss_dfl: 0.454675 loss: 2.206659 eta: 1 day, 11:30:33 batch_cost: 0.8372 data_cost: 0.0003 ips: 57.3339 images/s [03/12 17:51:41] ppdet.engine INFO: Epoch: [53] [580/610] learning_rate: 0.221623 loss_vfl: 1.263736 loss_bbox: 0.560194 loss_dfl: 0.448741 loss: 2.262157 eta: 1 day, 11:30:15 batch_cost: 0.8463 data_cost: 0.0007 ips: 56.7186 images/s [03/12 17:51:59] ppdet.engine INFO: Epoch: [53] [600/610] learning_rate: 0.221601 loss_vfl: 1.116131 loss_bbox: 0.528135 loss_dfl: 0.420963 loss: 2.059324 eta: 1 day, 11:29:56 batch_cost: 0.8231 data_cost: 0.0009 ips: 58.3159 images/s [03/12 17:52:13] ppdet.engine INFO: Epoch: [54] [ 0/610] learning_rate: 0.221590 loss_vfl: 1.146311 loss_bbox: 0.548584 loss_dfl: 0.430009 loss: 2.112911 eta: 1 day, 11:30:00 batch_cost: 0.9905 data_cost: 0.1968 ips: 48.4589 images/s [03/12 17:52:35] ppdet.engine INFO: Epoch: [54] [ 20/610] learning_rate: 0.221568 loss_vfl: 1.196277 loss_bbox: 0.592147 loss_dfl: 0.457779 loss: 2.234822 eta: 1 day, 11:29:51 batch_cost: 0.9389 data_cost: 0.0003 ips: 51.1223 images/s [03/12 17:52:54] ppdet.engine INFO: Epoch: [54] [ 40/610] learning_rate: 0.221546 loss_vfl: 1.116488 loss_bbox: 0.516014 loss_dfl: 0.421001 loss: 2.061393 eta: 1 day, 11:29:38 batch_cost: 0.8996 data_cost: 0.0005 ips: 53.3558 images/s [03/12 17:53:13] ppdet.engine INFO: Epoch: [54] [ 60/610] learning_rate: 0.221524 loss_vfl: 1.204510 loss_bbox: 0.583455 loss_dfl: 0.448322 loss: 2.243506 eta: 1 day, 11:29:19 batch_cost: 0.8211 data_cost: 0.0003 ips: 58.4587 images/s [03/12 17:53:31] ppdet.engine INFO: Epoch: [54] [ 80/610] learning_rate: 0.221502 loss_vfl: 1.160875 loss_bbox: 0.580010 loss_dfl: 0.442986 loss: 2.158749 eta: 1 day, 11:28:58 batch_cost: 0.8122 data_cost: 0.0005 ips: 59.0971 images/s [03/12 17:53:50] ppdet.engine INFO: Epoch: [54] [100/610] learning_rate: 0.221480 loss_vfl: 1.223583 loss_bbox: 0.573570 loss_dfl: 0.454013 loss: 2.260893 eta: 1 day, 11:28:41 batch_cost: 0.8572 data_cost: 0.0003 ips: 55.9956 images/s [03/12 17:54:09] ppdet.engine INFO: Epoch: [54] [120/610] learning_rate: 0.221458 loss_vfl: 1.234486 loss_bbox: 0.603642 loss_dfl: 0.464978 loss: 2.306719 eta: 1 day, 11:28:27 batch_cost: 0.8783 data_cost: 0.0005 ips: 54.6526 images/s [03/12 17:54:29] ppdet.engine INFO: Epoch: [54] [140/610] learning_rate: 0.221436 loss_vfl: 1.203741 loss_bbox: 0.581706 loss_dfl: 0.459089 loss: 2.210108 eta: 1 day, 11:28:13 batch_cost: 0.8863 data_cost: 0.0027 ips: 54.1569 images/s [03/12 17:54:48] ppdet.engine INFO: Epoch: [54] [160/610] learning_rate: 0.221414 loss_vfl: 1.128311 loss_bbox: 0.535738 loss_dfl: 0.429070 loss: 2.123659 eta: 1 day, 11:27:55 batch_cost: 0.8370 data_cost: 0.0003 ips: 57.3486 images/s [03/12 17:55:07] ppdet.engine INFO: Epoch: [54] [180/610] learning_rate: 0.221392 loss_vfl: 1.105210 loss_bbox: 0.552806 loss_dfl: 0.435400 loss: 2.096637 eta: 1 day, 11:27:39 batch_cost: 0.8652 data_cost: 0.0003 ips: 55.4806 images/s [03/12 17:55:26] ppdet.engine INFO: Epoch: [54] [200/610] learning_rate: 0.221370 loss_vfl: 1.211228 loss_bbox: 0.582886 loss_dfl: 0.452604 loss: 2.253190 eta: 1 day, 11:27:24 batch_cost: 0.8807 data_cost: 0.0003 ips: 54.4992 images/s [03/12 17:55:46] ppdet.engine INFO: Epoch: [54] [220/610] learning_rate: 0.221348 loss_vfl: 1.201853 loss_bbox: 0.574386 loss_dfl: 0.455874 loss: 2.243340 eta: 1 day, 11:27:10 batch_cost: 0.8795 data_cost: 0.0003 ips: 54.5737 images/s [03/12 17:56:05] ppdet.engine INFO: Epoch: [54] [240/610] learning_rate: 0.221326 loss_vfl: 1.134592 loss_bbox: 0.541177 loss_dfl: 0.432067 loss: 2.093168 eta: 1 day, 11:26:55 batch_cost: 0.8790 data_cost: 0.0009 ips: 54.6091 images/s [03/12 17:56:24] ppdet.engine INFO: Epoch: [54] [260/610] learning_rate: 0.221304 loss_vfl: 1.230245 loss_bbox: 0.593405 loss_dfl: 0.457219 loss: 2.281595 eta: 1 day, 11:26:39 batch_cost: 0.8634 data_cost: 0.0003 ips: 55.5955 images/s [03/12 17:56:43] ppdet.engine INFO: Epoch: [54] [280/610] learning_rate: 0.221282 loss_vfl: 1.205504 loss_bbox: 0.597586 loss_dfl: 0.445352 loss: 2.259649 eta: 1 day, 11:26:24 batch_cost: 0.8724 data_cost: 0.0003 ips: 55.0232 images/s [03/12 17:57:02] ppdet.engine INFO: Epoch: [54] [300/610] learning_rate: 0.221260 loss_vfl: 1.159638 loss_bbox: 0.557537 loss_dfl: 0.436166 loss: 2.158873 eta: 1 day, 11:26:08 batch_cost: 0.8591 data_cost: 0.0008 ips: 55.8696 images/s [03/12 17:57:21] ppdet.engine INFO: Epoch: [54] [320/610] learning_rate: 0.221237 loss_vfl: 1.225865 loss_bbox: 0.604451 loss_dfl: 0.464660 loss: 2.294673 eta: 1 day, 11:25:50 batch_cost: 0.8488 data_cost: 0.0010 ips: 56.5489 images/s [03/12 17:57:40] ppdet.engine INFO: Epoch: [54] [340/610] learning_rate: 0.221215 loss_vfl: 1.199523 loss_bbox: 0.583053 loss_dfl: 0.461081 loss: 2.242631 eta: 1 day, 11:25:34 batch_cost: 0.8573 data_cost: 0.0003 ips: 55.9907 images/s [03/12 17:57:58] ppdet.engine INFO: Epoch: [54] [360/610] learning_rate: 0.221193 loss_vfl: 1.181775 loss_bbox: 0.540423 loss_dfl: 0.417114 loss: 2.135938 eta: 1 day, 11:25:15 batch_cost: 0.8281 data_cost: 0.0003 ips: 57.9667 images/s [03/12 17:58:17] ppdet.engine INFO: Epoch: [54] [380/610] learning_rate: 0.221171 loss_vfl: 1.148186 loss_bbox: 0.552227 loss_dfl: 0.443552 loss: 2.178793 eta: 1 day, 11:24:57 batch_cost: 0.8432 data_cost: 0.0003 ips: 56.9281 images/s [03/12 17:58:36] ppdet.engine INFO: Epoch: [54] [400/610] learning_rate: 0.221149 loss_vfl: 1.109936 loss_bbox: 0.562267 loss_dfl: 0.430952 loss: 2.132847 eta: 1 day, 11:24:41 batch_cost: 0.8666 data_cost: 0.0003 ips: 55.3862 images/s [03/12 17:58:55] ppdet.engine INFO: Epoch: [54] [420/610] learning_rate: 0.221127 loss_vfl: 1.262534 loss_bbox: 0.647001 loss_dfl: 0.491797 loss: 2.373456 eta: 1 day, 11:24:25 batch_cost: 0.8599 data_cost: 0.0003 ips: 55.8180 images/s [03/12 17:59:15] ppdet.engine INFO: Epoch: [54] [440/610] learning_rate: 0.221104 loss_vfl: 1.209149 loss_bbox: 0.588550 loss_dfl: 0.464514 loss: 2.232579 eta: 1 day, 11:24:11 batch_cost: 0.8882 data_cost: 0.0003 ips: 54.0406 images/s [03/12 17:59:33] ppdet.engine INFO: Epoch: [54] [460/610] learning_rate: 0.221082 loss_vfl: 1.246721 loss_bbox: 0.594981 loss_dfl: 0.476761 loss: 2.308918 eta: 1 day, 11:23:53 batch_cost: 0.8445 data_cost: 0.0003 ips: 56.8365 images/s [03/12 17:59:53] ppdet.engine INFO: Epoch: [54] [480/610] learning_rate: 0.221060 loss_vfl: 1.202880 loss_bbox: 0.550452 loss_dfl: 0.441494 loss: 2.181934 eta: 1 day, 11:23:38 batch_cost: 0.8687 data_cost: 0.0010 ips: 55.2528 images/s [03/12 18:00:11] ppdet.engine INFO: Epoch: [54] [500/610] learning_rate: 0.221038 loss_vfl: 1.184837 loss_bbox: 0.558236 loss_dfl: 0.448322 loss: 2.230412 eta: 1 day, 11:23:18 batch_cost: 0.8229 data_cost: 0.0009 ips: 58.3276 images/s [03/12 18:00:31] ppdet.engine INFO: Epoch: [54] [520/610] learning_rate: 0.221015 loss_vfl: 1.236596 loss_bbox: 0.577578 loss_dfl: 0.460015 loss: 2.267690 eta: 1 day, 11:23:05 batch_cost: 0.8939 data_cost: 0.0003 ips: 53.6975 images/s [03/12 18:00:50] ppdet.engine INFO: Epoch: [54] [540/610] learning_rate: 0.220993 loss_vfl: 1.204509 loss_bbox: 0.559861 loss_dfl: 0.456068 loss: 2.220782 eta: 1 day, 11:22:49 batch_cost: 0.8655 data_cost: 0.0003 ips: 55.4563 images/s [03/12 18:01:09] ppdet.engine INFO: Epoch: [54] [560/610] learning_rate: 0.220971 loss_vfl: 1.183499 loss_bbox: 0.556868 loss_dfl: 0.435997 loss: 2.198461 eta: 1 day, 11:22:30 batch_cost: 0.8293 data_cost: 0.0003 ips: 57.8787 images/s [03/12 18:01:28] ppdet.engine INFO: Epoch: [54] [580/610] learning_rate: 0.220948 loss_vfl: 1.216859 loss_bbox: 0.581773 loss_dfl: 0.463787 loss: 2.298631 eta: 1 day, 11:22:13 batch_cost: 0.8476 data_cost: 0.0003 ips: 56.6300 images/s [03/12 18:01:46] ppdet.engine INFO: Epoch: [54] [600/610] learning_rate: 0.220926 loss_vfl: 1.134880 loss_bbox: 0.536481 loss_dfl: 0.417189 loss: 2.110105 eta: 1 day, 11:21:51 batch_cost: 0.8055 data_cost: 0.0003 ips: 59.5892 images/s [03/12 18:02:01] ppdet.engine INFO: Epoch: [55] [ 0/610] learning_rate: 0.220915 loss_vfl: 1.163054 loss_bbox: 0.562755 loss_dfl: 0.449091 loss: 2.205981 eta: 1 day, 11:22:00 batch_cost: 1.0292 data_cost: 0.1577 ips: 46.6377 images/s [03/12 18:02:21] ppdet.engine INFO: Epoch: [55] [ 20/610] learning_rate: 0.220893 loss_vfl: 1.129466 loss_bbox: 0.565299 loss_dfl: 0.447183 loss: 2.169944 eta: 1 day, 11:21:50 batch_cost: 0.9330 data_cost: 0.0006 ips: 51.4465 images/s [03/12 18:02:41] ppdet.engine INFO: Epoch: [55] [ 40/610] learning_rate: 0.220870 loss_vfl: 1.135040 loss_bbox: 0.537356 loss_dfl: 0.420750 loss: 2.076473 eta: 1 day, 11:21:34 batch_cost: 0.8692 data_cost: 0.0008 ips: 55.2252 images/s [03/12 18:03:00] ppdet.engine INFO: Epoch: [55] [ 60/610] learning_rate: 0.220848 loss_vfl: 1.251744 loss_bbox: 0.641386 loss_dfl: 0.491397 loss: 2.384055 eta: 1 day, 11:21:19 batch_cost: 0.8757 data_cost: 0.0006 ips: 54.8122 images/s [03/12 18:03:18] ppdet.engine INFO: Epoch: [55] [ 80/610] learning_rate: 0.220825 loss_vfl: 1.196465 loss_bbox: 0.564010 loss_dfl: 0.450228 loss: 2.200414 eta: 1 day, 11:20:59 batch_cost: 0.8146 data_cost: 0.0004 ips: 58.9271 images/s [03/12 18:03:37] ppdet.engine INFO: Epoch: [55] [100/610] learning_rate: 0.220803 loss_vfl: 1.183003 loss_bbox: 0.591189 loss_dfl: 0.463036 loss: 2.202416 eta: 1 day, 11:20:42 batch_cost: 0.8559 data_cost: 0.0015 ips: 56.0845 images/s [03/12 18:03:56] ppdet.engine INFO: Epoch: [55] [120/610] learning_rate: 0.220781 loss_vfl: 1.201743 loss_bbox: 0.563149 loss_dfl: 0.440874 loss: 2.203084 eta: 1 day, 11:20:27 batch_cost: 0.8732 data_cost: 0.0004 ips: 54.9699 images/s [03/12 18:04:15] ppdet.engine INFO: Epoch: [55] [140/610] learning_rate: 0.220758 loss_vfl: 1.262595 loss_bbox: 0.606070 loss_dfl: 0.473998 loss: 2.343945 eta: 1 day, 11:20:08 batch_cost: 0.8293 data_cost: 0.0004 ips: 57.8812 images/s [03/12 18:04:33] ppdet.engine INFO: Epoch: [55] [160/610] learning_rate: 0.220736 loss_vfl: 1.178743 loss_bbox: 0.569827 loss_dfl: 0.443638 loss: 2.222796 eta: 1 day, 11:19:51 batch_cost: 0.8520 data_cost: 0.0004 ips: 56.3354 images/s [03/12 18:04:51] ppdet.engine INFO: Epoch: [55] [180/610] learning_rate: 0.220713 loss_vfl: 1.186218 loss_bbox: 0.565263 loss_dfl: 0.463995 loss: 2.206092 eta: 1 day, 11:19:27 batch_cost: 0.7684 data_cost: 0.0004 ips: 62.4668 images/s [03/12 18:05:09] ppdet.engine INFO: Epoch: [55] [200/610] learning_rate: 0.220691 loss_vfl: 1.189671 loss_bbox: 0.565541 loss_dfl: 0.452201 loss: 2.200500 eta: 1 day, 11:19:06 batch_cost: 0.8084 data_cost: 0.0003 ips: 59.3792 images/s [03/12 18:05:28] ppdet.engine INFO: Epoch: [55] [220/610] learning_rate: 0.220669 loss_vfl: 1.275896 loss_bbox: 0.599623 loss_dfl: 0.486518 loss: 2.413679 eta: 1 day, 11:18:48 batch_cost: 0.8401 data_cost: 0.0014 ips: 57.1342 images/s [03/12 18:05:47] ppdet.engine INFO: Epoch: [55] [240/610] learning_rate: 0.220646 loss_vfl: 1.273984 loss_bbox: 0.588144 loss_dfl: 0.459229 loss: 2.310833 eta: 1 day, 11:18:31 batch_cost: 0.8554 data_cost: 0.0011 ips: 56.1149 images/s [03/12 18:06:06] ppdet.engine INFO: Epoch: [55] [260/610] learning_rate: 0.220624 loss_vfl: 1.246298 loss_bbox: 0.603127 loss_dfl: 0.473293 loss: 2.299507 eta: 1 day, 11:18:13 batch_cost: 0.8393 data_cost: 0.0009 ips: 57.1908 images/s [03/12 18:06:25] ppdet.engine INFO: Epoch: [55] [280/610] learning_rate: 0.220601 loss_vfl: 1.183135 loss_bbox: 0.564785 loss_dfl: 0.450205 loss: 2.213398 eta: 1 day, 11:17:59 batch_cost: 0.8836 data_cost: 0.0009 ips: 54.3218 images/s [03/12 18:06:44] ppdet.engine INFO: Epoch: [55] [300/610] learning_rate: 0.220579 loss_vfl: 1.224321 loss_bbox: 0.568317 loss_dfl: 0.450551 loss: 2.262200 eta: 1 day, 11:17:43 batch_cost: 0.8722 data_cost: 0.0004 ips: 55.0313 images/s [03/12 18:07:03] ppdet.engine INFO: Epoch: [55] [320/610] learning_rate: 0.220556 loss_vfl: 1.234388 loss_bbox: 0.591822 loss_dfl: 0.460472 loss: 2.319746 eta: 1 day, 11:17:26 batch_cost: 0.8441 data_cost: 0.0003 ips: 56.8667 images/s [03/12 18:07:21] ppdet.engine INFO: Epoch: [55] [340/610] learning_rate: 0.220534 loss_vfl: 1.184261 loss_bbox: 0.593494 loss_dfl: 0.469614 loss: 2.241310 eta: 1 day, 11:17:07 batch_cost: 0.8389 data_cost: 0.0004 ips: 57.2149 images/s [03/12 18:07:40] ppdet.engine INFO: Epoch: [55] [360/610] learning_rate: 0.220511 loss_vfl: 1.166963 loss_bbox: 0.548881 loss_dfl: 0.441705 loss: 2.140683 eta: 1 day, 11:16:51 batch_cost: 0.8572 data_cost: 0.0059 ips: 55.9987 images/s [03/12 18:08:00] ppdet.engine INFO: Epoch: [55] [380/610] learning_rate: 0.220488 loss_vfl: 1.179925 loss_bbox: 0.533672 loss_dfl: 0.431039 loss: 2.118220 eta: 1 day, 11:16:37 batch_cost: 0.8869 data_cost: 0.0012 ips: 54.1211 images/s [03/12 18:08:19] ppdet.engine INFO: Epoch: [55] [400/610] learning_rate: 0.220466 loss_vfl: 1.161550 loss_bbox: 0.545982 loss_dfl: 0.434793 loss: 2.124145 eta: 1 day, 11:16:19 batch_cost: 0.8463 data_cost: 0.0003 ips: 56.7191 images/s [03/12 18:08:39] ppdet.engine INFO: Epoch: [55] [420/610] learning_rate: 0.220443 loss_vfl: 1.134133 loss_bbox: 0.525461 loss_dfl: 0.417399 loss: 2.091879 eta: 1 day, 11:16:06 batch_cost: 0.8940 data_cost: 0.0017 ips: 53.6938 images/s [03/12 18:08:58] ppdet.engine INFO: Epoch: [55] [440/610] learning_rate: 0.220421 loss_vfl: 1.152182 loss_bbox: 0.557683 loss_dfl: 0.435497 loss: 2.159150 eta: 1 day, 11:15:49 batch_cost: 0.8555 data_cost: 0.0006 ips: 56.1086 images/s [03/12 18:09:16] ppdet.engine INFO: Epoch: [55] [460/610] learning_rate: 0.220398 loss_vfl: 1.159746 loss_bbox: 0.563930 loss_dfl: 0.439019 loss: 2.138342 eta: 1 day, 11:15:26 batch_cost: 0.7788 data_cost: 0.0003 ips: 61.6308 images/s [03/12 18:09:35] ppdet.engine INFO: Epoch: [55] [480/610] learning_rate: 0.220376 loss_vfl: 1.152080 loss_bbox: 0.554822 loss_dfl: 0.431019 loss: 2.143657 eta: 1 day, 11:15:07 batch_cost: 0.8311 data_cost: 0.0004 ips: 57.7526 images/s [03/12 18:09:53] ppdet.engine INFO: Epoch: [55] [500/610] learning_rate: 0.220353 loss_vfl: 1.191034 loss_bbox: 0.608715 loss_dfl: 0.457134 loss: 2.262405 eta: 1 day, 11:14:48 batch_cost: 0.8314 data_cost: 0.0012 ips: 57.7372 images/s [03/12 18:10:12] ppdet.engine INFO: Epoch: [55] [520/610] learning_rate: 0.220330 loss_vfl: 1.165740 loss_bbox: 0.557384 loss_dfl: 0.450593 loss: 2.179044 eta: 1 day, 11:14:32 batch_cost: 0.8574 data_cost: 0.0010 ips: 55.9844 images/s [03/12 18:10:31] ppdet.engine INFO: Epoch: [55] [540/610] learning_rate: 0.220308 loss_vfl: 1.196218 loss_bbox: 0.588051 loss_dfl: 0.464790 loss: 2.210978 eta: 1 day, 11:14:16 batch_cost: 0.8692 data_cost: 0.0008 ips: 55.2204 images/s [03/12 18:10:51] ppdet.engine INFO: Epoch: [55] [560/610] learning_rate: 0.220285 loss_vfl: 1.195685 loss_bbox: 0.599179 loss_dfl: 0.451444 loss: 2.261583 eta: 1 day, 11:14:02 batch_cost: 0.8844 data_cost: 0.0003 ips: 54.2771 images/s [03/12 18:11:09] ppdet.engine INFO: Epoch: [55] [580/610] learning_rate: 0.220262 loss_vfl: 1.206098 loss_bbox: 0.576549 loss_dfl: 0.450494 loss: 2.235470 eta: 1 day, 11:13:43 batch_cost: 0.8289 data_cost: 0.0003 ips: 57.9046 images/s [03/12 18:11:27] ppdet.engine INFO: Epoch: [55] [600/610] learning_rate: 0.220240 loss_vfl: 1.217251 loss_bbox: 0.607267 loss_dfl: 0.464691 loss: 2.281088 eta: 1 day, 11:13:24 batch_cost: 0.8364 data_cost: 0.0016 ips: 57.3875 images/s [03/12 18:11:44] ppdet.engine INFO: Epoch: [56] [ 0/610] learning_rate: 0.220228 loss_vfl: 1.236359 loss_bbox: 0.587664 loss_dfl: 0.457110 loss: 2.276643 eta: 1 day, 11:13:41 batch_cost: 1.1283 data_cost: 0.2410 ips: 42.5435 images/s [03/12 18:12:05] ppdet.engine INFO: Epoch: [56] [ 20/610] learning_rate: 0.220206 loss_vfl: 1.195141 loss_bbox: 0.554508 loss_dfl: 0.440241 loss: 2.198112 eta: 1 day, 11:13:31 batch_cost: 0.9247 data_cost: 0.0002 ips: 51.9092 images/s [03/12 18:12:24] ppdet.engine INFO: Epoch: [56] [ 40/610] learning_rate: 0.220183 loss_vfl: 1.201744 loss_bbox: 0.610370 loss_dfl: 0.468658 loss: 2.274324 eta: 1 day, 11:13:15 batch_cost: 0.8666 data_cost: 0.0003 ips: 55.3907 images/s [03/12 18:12:44] ppdet.engine INFO: Epoch: [56] [ 60/610] learning_rate: 0.220160 loss_vfl: 1.153047 loss_bbox: 0.564898 loss_dfl: 0.430174 loss: 2.142030 eta: 1 day, 11:13:01 batch_cost: 0.8892 data_cost: 0.0019 ips: 53.9800 images/s [03/12 18:13:03] ppdet.engine INFO: Epoch: [56] [ 80/610] learning_rate: 0.220137 loss_vfl: 1.181690 loss_bbox: 0.575657 loss_dfl: 0.459632 loss: 2.252884 eta: 1 day, 11:12:45 batch_cost: 0.8636 data_cost: 0.0003 ips: 55.5808 images/s [03/12 18:13:21] ppdet.engine INFO: Epoch: [56] [100/610] learning_rate: 0.220115 loss_vfl: 1.200227 loss_bbox: 0.580016 loss_dfl: 0.458202 loss: 2.225804 eta: 1 day, 11:12:25 batch_cost: 0.8217 data_cost: 0.0009 ips: 58.4167 images/s [03/12 18:13:40] ppdet.engine INFO: Epoch: [56] [120/610] learning_rate: 0.220092 loss_vfl: 1.173126 loss_bbox: 0.597108 loss_dfl: 0.440931 loss: 2.197535 eta: 1 day, 11:12:06 batch_cost: 0.8287 data_cost: 0.0003 ips: 57.9250 images/s [03/12 18:14:00] ppdet.engine INFO: Epoch: [56] [140/610] learning_rate: 0.220069 loss_vfl: 1.115386 loss_bbox: 0.545568 loss_dfl: 0.418473 loss: 2.101144 eta: 1 day, 11:11:54 batch_cost: 0.9074 data_cost: 0.0009 ips: 52.8986 images/s [03/12 18:14:19] ppdet.engine INFO: Epoch: [56] [160/610] learning_rate: 0.220046 loss_vfl: 1.164175 loss_bbox: 0.593162 loss_dfl: 0.454482 loss: 2.223858 eta: 1 day, 11:11:34 batch_cost: 0.8201 data_cost: 0.0009 ips: 58.5277 images/s [03/12 18:14:38] ppdet.engine INFO: Epoch: [56] [180/610] learning_rate: 0.220024 loss_vfl: 1.215614 loss_bbox: 0.591848 loss_dfl: 0.467379 loss: 2.283474 eta: 1 day, 11:11:19 batch_cost: 0.8784 data_cost: 0.0017 ips: 54.6428 images/s [03/12 18:14:58] ppdet.engine INFO: Epoch: [56] [200/610] learning_rate: 0.220001 loss_vfl: 1.200969 loss_bbox: 0.585107 loss_dfl: 0.452824 loss: 2.262144 eta: 1 day, 11:11:07 batch_cost: 0.9021 data_cost: 0.0003 ips: 53.2109 images/s [03/12 18:15:17] ppdet.engine INFO: Epoch: [56] [220/610] learning_rate: 0.219978 loss_vfl: 1.117333 loss_bbox: 0.542824 loss_dfl: 0.427907 loss: 2.082538 eta: 1 day, 11:10:53 batch_cost: 0.8909 data_cost: 0.0010 ips: 53.8774 images/s [03/12 18:15:36] ppdet.engine INFO: Epoch: [56] [240/610] learning_rate: 0.219955 loss_vfl: 1.252596 loss_bbox: 0.603225 loss_dfl: 0.469948 loss: 2.340813 eta: 1 day, 11:10:35 batch_cost: 0.8412 data_cost: 0.0003 ips: 57.0615 images/s [03/12 18:15:55] ppdet.engine INFO: Epoch: [56] [260/610] learning_rate: 0.219932 loss_vfl: 1.151696 loss_bbox: 0.551070 loss_dfl: 0.429722 loss: 2.131252 eta: 1 day, 11:10:20 batch_cost: 0.8780 data_cost: 0.0003 ips: 54.6683 images/s [03/12 18:16:14] ppdet.engine INFO: Epoch: [56] [280/610] learning_rate: 0.219909 loss_vfl: 1.188484 loss_bbox: 0.571889 loss_dfl: 0.443609 loss: 2.196476 eta: 1 day, 11:09:58 batch_cost: 0.7901 data_cost: 0.0003 ips: 60.7535 images/s [03/12 18:16:33] ppdet.engine INFO: Epoch: [56] [300/610] learning_rate: 0.219887 loss_vfl: 1.135455 loss_bbox: 0.551768 loss_dfl: 0.423148 loss: 2.106892 eta: 1 day, 11:09:39 batch_cost: 0.8343 data_cost: 0.0003 ips: 57.5334 images/s [03/12 18:16:52] ppdet.engine INFO: Epoch: [56] [320/610] learning_rate: 0.219864 loss_vfl: 1.233883 loss_bbox: 0.607022 loss_dfl: 0.484398 loss: 2.330241 eta: 1 day, 11:09:21 batch_cost: 0.8343 data_cost: 0.0003 ips: 57.5359 images/s [03/12 18:17:12] ppdet.engine INFO: Epoch: [56] [340/610] learning_rate: 0.219841 loss_vfl: 1.194730 loss_bbox: 0.567274 loss_dfl: 0.442786 loss: 2.221554 eta: 1 day, 11:09:04 batch_cost: 0.8601 data_cost: 0.0003 ips: 55.8097 images/s [03/12 18:17:31] ppdet.engine INFO: Epoch: [56] [360/610] learning_rate: 0.219818 loss_vfl: 1.245744 loss_bbox: 0.573872 loss_dfl: 0.460493 loss: 2.295949 eta: 1 day, 11:08:45 batch_cost: 0.8300 data_cost: 0.0003 ips: 57.8311 images/s [03/12 18:17:51] ppdet.engine INFO: Epoch: [56] [380/610] learning_rate: 0.219795 loss_vfl: 1.177196 loss_bbox: 0.580238 loss_dfl: 0.462609 loss: 2.212320 eta: 1 day, 11:08:32 batch_cost: 0.8972 data_cost: 0.0003 ips: 53.5005 images/s [03/12 18:18:10] ppdet.engine INFO: Epoch: [56] [400/610] learning_rate: 0.219772 loss_vfl: 1.127747 loss_bbox: 0.541961 loss_dfl: 0.427207 loss: 2.120610 eta: 1 day, 11:08:16 batch_cost: 0.8582 data_cost: 0.0003 ips: 55.9292 images/s [03/12 18:18:29] ppdet.engine INFO: Epoch: [56] [420/610] learning_rate: 0.219749 loss_vfl: 1.095160 loss_bbox: 0.519036 loss_dfl: 0.414097 loss: 2.025756 eta: 1 day, 11:07:59 batch_cost: 0.8525 data_cost: 0.0003 ips: 56.3063 images/s [03/12 18:18:48] ppdet.engine INFO: Epoch: [56] [440/610] learning_rate: 0.219726 loss_vfl: 1.272810 loss_bbox: 0.591704 loss_dfl: 0.471247 loss: 2.316856 eta: 1 day, 11:07:41 batch_cost: 0.8475 data_cost: 0.0003 ips: 56.6381 images/s [03/12 18:19:07] ppdet.engine INFO: Epoch: [56] [460/610] learning_rate: 0.219703 loss_vfl: 1.173383 loss_bbox: 0.558815 loss_dfl: 0.450534 loss: 2.153678 eta: 1 day, 11:07:22 batch_cost: 0.8337 data_cost: 0.0009 ips: 57.5779 images/s [03/12 18:19:26] ppdet.engine INFO: Epoch: [56] [480/610] learning_rate: 0.219680 loss_vfl: 1.175478 loss_bbox: 0.563699 loss_dfl: 0.466908 loss: 2.204173 eta: 1 day, 11:07:09 batch_cost: 0.8917 data_cost: 0.0003 ips: 53.8318 images/s [03/12 18:19:45] ppdet.engine INFO: Epoch: [56] [500/610] learning_rate: 0.219657 loss_vfl: 1.126055 loss_bbox: 0.560982 loss_dfl: 0.431986 loss: 2.144843 eta: 1 day, 11:06:48 batch_cost: 0.8116 data_cost: 0.0008 ips: 59.1439 images/s [03/12 18:20:05] ppdet.engine INFO: Epoch: [56] [520/610] learning_rate: 0.219634 loss_vfl: 1.218961 loss_bbox: 0.605971 loss_dfl: 0.475337 loss: 2.293069 eta: 1 day, 11:06:32 batch_cost: 0.8629 data_cost: 0.0003 ips: 55.6280 images/s [03/12 18:20:24] ppdet.engine INFO: Epoch: [56] [540/610] learning_rate: 0.219611 loss_vfl: 1.187610 loss_bbox: 0.569155 loss_dfl: 0.446108 loss: 2.203657 eta: 1 day, 11:06:20 batch_cost: 0.9096 data_cost: 0.0003 ips: 52.7686 images/s [03/12 18:20:43] ppdet.engine INFO: Epoch: [56] [560/610] learning_rate: 0.219588 loss_vfl: 1.193872 loss_bbox: 0.543572 loss_dfl: 0.432950 loss: 2.148739 eta: 1 day, 11:06:01 batch_cost: 0.8317 data_cost: 0.0003 ips: 57.7098 images/s [03/12 18:21:02] ppdet.engine INFO: Epoch: [56] [580/610] learning_rate: 0.219565 loss_vfl: 1.225920 loss_bbox: 0.579856 loss_dfl: 0.448261 loss: 2.236538 eta: 1 day, 11:05:44 batch_cost: 0.8489 data_cost: 0.0003 ips: 56.5449 images/s [03/12 18:21:21] ppdet.engine INFO: Epoch: [56] [600/610] learning_rate: 0.219542 loss_vfl: 1.266433 loss_bbox: 0.611734 loss_dfl: 0.469889 loss: 2.345998 eta: 1 day, 11:05:27 batch_cost: 0.8498 data_cost: 0.0004 ips: 56.4837 images/s [03/12 18:21:35] ppdet.engine INFO: Epoch: [57] [ 0/610] learning_rate: 0.219531 loss_vfl: 1.173665 loss_bbox: 0.560713 loss_dfl: 0.451503 loss: 2.203959 eta: 1 day, 11:05:30 batch_cost: 1.0000 data_cost: 0.1322 ips: 48.0018 images/s [03/12 18:21:56] ppdet.engine INFO: Epoch: [57] [ 20/610] learning_rate: 0.219508 loss_vfl: 1.146140 loss_bbox: 0.544289 loss_dfl: 0.419979 loss: 2.134754 eta: 1 day, 11:05:21 batch_cost: 0.9467 data_cost: 0.0003 ips: 50.7005 images/s [03/12 18:22:15] ppdet.engine INFO: Epoch: [57] [ 40/610] learning_rate: 0.219485 loss_vfl: 1.235169 loss_bbox: 0.596581 loss_dfl: 0.474562 loss: 2.316651 eta: 1 day, 11:05:05 batch_cost: 0.8540 data_cost: 0.0010 ips: 56.2049 images/s [03/12 18:22:34] ppdet.engine INFO: Epoch: [57] [ 60/610] learning_rate: 0.219461 loss_vfl: 1.184815 loss_bbox: 0.565341 loss_dfl: 0.439897 loss: 2.136320 eta: 1 day, 11:04:52 batch_cost: 0.9050 data_cost: 0.0010 ips: 53.0411 images/s [03/12 18:22:53] ppdet.engine INFO: Epoch: [57] [ 80/610] learning_rate: 0.219438 loss_vfl: 1.178673 loss_bbox: 0.571837 loss_dfl: 0.463948 loss: 2.194063 eta: 1 day, 11:04:33 batch_cost: 0.8311 data_cost: 0.0003 ips: 57.7559 images/s [03/12 18:23:12] ppdet.engine INFO: Epoch: [57] [100/610] learning_rate: 0.219415 loss_vfl: 1.187188 loss_bbox: 0.590751 loss_dfl: 0.462162 loss: 2.243793 eta: 1 day, 11:04:15 batch_cost: 0.8408 data_cost: 0.0003 ips: 57.0896 images/s [03/12 18:23:30] ppdet.engine INFO: Epoch: [57] [120/610] learning_rate: 0.219392 loss_vfl: 1.229944 loss_bbox: 0.633898 loss_dfl: 0.486854 loss: 2.378594 eta: 1 day, 11:03:58 batch_cost: 0.8473 data_cost: 0.0003 ips: 56.6492 images/s [03/12 18:23:49] ppdet.engine INFO: Epoch: [57] [140/610] learning_rate: 0.219369 loss_vfl: 1.222081 loss_bbox: 0.604151 loss_dfl: 0.471631 loss: 2.309309 eta: 1 day, 11:03:39 batch_cost: 0.8319 data_cost: 0.0013 ips: 57.7008 images/s [03/12 18:24:07] ppdet.engine INFO: Epoch: [57] [160/610] learning_rate: 0.219346 loss_vfl: 1.178524 loss_bbox: 0.570545 loss_dfl: 0.443689 loss: 2.215942 eta: 1 day, 11:03:22 batch_cost: 0.8541 data_cost: 0.0024 ips: 56.1984 images/s [03/12 18:24:26] ppdet.engine INFO: Epoch: [57] [180/610] learning_rate: 0.219323 loss_vfl: 1.235404 loss_bbox: 0.597195 loss_dfl: 0.471782 loss: 2.301486 eta: 1 day, 11:03:03 batch_cost: 0.8260 data_cost: 0.0003 ips: 58.1147 images/s [03/12 18:24:45] ppdet.engine INFO: Epoch: [57] [200/610] learning_rate: 0.219300 loss_vfl: 1.214543 loss_bbox: 0.598120 loss_dfl: 0.465027 loss: 2.283205 eta: 1 day, 11:02:45 batch_cost: 0.8496 data_cost: 0.0003 ips: 56.4962 images/s [03/12 18:25:05] ppdet.engine INFO: Epoch: [57] [220/610] learning_rate: 0.219276 loss_vfl: 1.179336 loss_bbox: 0.561813 loss_dfl: 0.453645 loss: 2.163013 eta: 1 day, 11:02:31 batch_cost: 0.8859 data_cost: 0.0003 ips: 54.1817 images/s [03/12 18:25:25] ppdet.engine INFO: Epoch: [57] [240/610] learning_rate: 0.219253 loss_vfl: 1.205529 loss_bbox: 0.540966 loss_dfl: 0.441252 loss: 2.176071 eta: 1 day, 11:02:15 batch_cost: 0.8624 data_cost: 0.0010 ips: 55.6615 images/s [03/12 18:25:43] ppdet.engine INFO: Epoch: [57] [260/610] learning_rate: 0.219230 loss_vfl: 1.163845 loss_bbox: 0.556805 loss_dfl: 0.430874 loss: 2.103446 eta: 1 day, 11:01:51 batch_cost: 0.7664 data_cost: 0.0003 ips: 62.6340 images/s [03/12 18:26:02] ppdet.engine INFO: Epoch: [57] [280/610] learning_rate: 0.219207 loss_vfl: 1.161372 loss_bbox: 0.555541 loss_dfl: 0.428580 loss: 2.108738 eta: 1 day, 11:01:34 batch_cost: 0.8617 data_cost: 0.0003 ips: 55.7067 images/s [03/12 18:26:21] ppdet.engine INFO: Epoch: [57] [300/610] learning_rate: 0.219184 loss_vfl: 1.173563 loss_bbox: 0.564713 loss_dfl: 0.445019 loss: 2.148950 eta: 1 day, 11:01:17 batch_cost: 0.8467 data_cost: 0.0004 ips: 56.6935 images/s [03/12 18:26:40] ppdet.engine INFO: Epoch: [57] [320/610] learning_rate: 0.219160 loss_vfl: 1.197458 loss_bbox: 0.579171 loss_dfl: 0.451100 loss: 2.242523 eta: 1 day, 11:01:01 batch_cost: 0.8653 data_cost: 0.0004 ips: 55.4697 images/s [03/12 18:27:00] ppdet.engine INFO: Epoch: [57] [340/610] learning_rate: 0.219137 loss_vfl: 1.230676 loss_bbox: 0.595412 loss_dfl: 0.459249 loss: 2.280012 eta: 1 day, 11:00:46 batch_cost: 0.8754 data_cost: 0.0003 ips: 54.8342 images/s [03/12 18:27:18] ppdet.engine INFO: Epoch: [57] [360/610] learning_rate: 0.219114 loss_vfl: 1.241544 loss_bbox: 0.592095 loss_dfl: 0.457532 loss: 2.242667 eta: 1 day, 11:00:29 batch_cost: 0.8508 data_cost: 0.0003 ips: 56.4168 images/s [03/12 18:27:38] ppdet.engine INFO: Epoch: [57] [380/610] learning_rate: 0.219090 loss_vfl: 1.197293 loss_bbox: 0.571357 loss_dfl: 0.448932 loss: 2.222007 eta: 1 day, 11:00:14 batch_cost: 0.8814 data_cost: 0.0004 ips: 54.4562 images/s [03/12 18:27:57] ppdet.engine INFO: Epoch: [57] [400/610] learning_rate: 0.219067 loss_vfl: 1.183265 loss_bbox: 0.555692 loss_dfl: 0.450402 loss: 2.178544 eta: 1 day, 11:00:02 batch_cost: 0.9055 data_cost: 0.0003 ips: 53.0101 images/s [03/12 18:28:17] ppdet.engine INFO: Epoch: [57] [420/610] learning_rate: 0.219044 loss_vfl: 1.241208 loss_bbox: 0.596603 loss_dfl: 0.482285 loss: 2.316238 eta: 1 day, 10:59:45 batch_cost: 0.8544 data_cost: 0.0006 ips: 56.1771 images/s [03/12 18:28:36] ppdet.engine INFO: Epoch: [57] [440/610] learning_rate: 0.219021 loss_vfl: 1.244449 loss_bbox: 0.605845 loss_dfl: 0.466382 loss: 2.303929 eta: 1 day, 10:59:28 batch_cost: 0.8535 data_cost: 0.0003 ips: 56.2411 images/s [03/12 18:28:54] ppdet.engine INFO: Epoch: [57] [460/610] learning_rate: 0.218997 loss_vfl: 1.197366 loss_bbox: 0.568535 loss_dfl: 0.443551 loss: 2.199794 eta: 1 day, 10:59:10 batch_cost: 0.8502 data_cost: 0.0003 ips: 56.4582 images/s [03/12 18:29:14] ppdet.engine INFO: Epoch: [57] [480/610] learning_rate: 0.218974 loss_vfl: 1.163137 loss_bbox: 0.584885 loss_dfl: 0.444283 loss: 2.198686 eta: 1 day, 10:58:59 batch_cost: 0.9170 data_cost: 0.0004 ips: 52.3435 images/s [03/12 18:29:33] ppdet.engine INFO: Epoch: [57] [500/610] learning_rate: 0.218951 loss_vfl: 1.227971 loss_bbox: 0.574273 loss_dfl: 0.450932 loss: 2.226969 eta: 1 day, 10:58:41 batch_cost: 0.8438 data_cost: 0.0009 ips: 56.8878 images/s [03/12 18:29:51] ppdet.engine INFO: Epoch: [57] [520/610] learning_rate: 0.218927 loss_vfl: 1.198566 loss_bbox: 0.568667 loss_dfl: 0.451692 loss: 2.192309 eta: 1 day, 10:58:18 batch_cost: 0.7843 data_cost: 0.0004 ips: 61.1988 images/s [03/12 18:30:10] ppdet.engine INFO: Epoch: [57] [540/610] learning_rate: 0.218904 loss_vfl: 1.131700 loss_bbox: 0.541560 loss_dfl: 0.427010 loss: 2.103594 eta: 1 day, 10:58:04 batch_cost: 0.8825 data_cost: 0.0012 ips: 54.3880 images/s [03/12 18:30:29] ppdet.engine INFO: Epoch: [57] [560/610] learning_rate: 0.218881 loss_vfl: 1.250246 loss_bbox: 0.623780 loss_dfl: 0.487402 loss: 2.384916 eta: 1 day, 10:57:44 batch_cost: 0.8180 data_cost: 0.0009 ips: 58.6768 images/s [03/12 18:30:48] ppdet.engine INFO: Epoch: [57] [580/610] learning_rate: 0.218857 loss_vfl: 1.180952 loss_bbox: 0.589849 loss_dfl: 0.455834 loss: 2.215698 eta: 1 day, 10:57:27 batch_cost: 0.8577 data_cost: 0.0003 ips: 55.9646 images/s [03/12 18:31:07] ppdet.engine INFO: Epoch: [57] [600/610] learning_rate: 0.218834 loss_vfl: 1.184928 loss_bbox: 0.560108 loss_dfl: 0.440821 loss: 2.195428 eta: 1 day, 10:57:11 batch_cost: 0.8610 data_cost: 0.0004 ips: 55.7515 images/s [03/12 18:31:21] ppdet.engine INFO: Epoch: [58] [ 0/610] learning_rate: 0.218822 loss_vfl: 1.207802 loss_bbox: 0.575290 loss_dfl: 0.448640 loss: 2.230885 eta: 1 day, 10:57:19 batch_cost: 1.0412 data_cost: 0.1576 ips: 46.1011 images/s [03/12 18:31:41] ppdet.engine INFO: Epoch: [58] [ 20/610] learning_rate: 0.218799 loss_vfl: 1.150430 loss_bbox: 0.586576 loss_dfl: 0.458001 loss: 2.209768 eta: 1 day, 10:57:09 batch_cost: 0.9326 data_cost: 0.0031 ips: 51.4711 images/s [03/12 18:32:01] ppdet.engine INFO: Epoch: [58] [ 40/610] learning_rate: 0.218775 loss_vfl: 1.152576 loss_bbox: 0.534246 loss_dfl: 0.430741 loss: 2.101315 eta: 1 day, 10:56:55 batch_cost: 0.8934 data_cost: 0.0003 ips: 53.7302 images/s [03/12 18:32:21] ppdet.engine INFO: Epoch: [58] [ 60/610] learning_rate: 0.218752 loss_vfl: 1.210287 loss_bbox: 0.603018 loss_dfl: 0.462218 loss: 2.253518 eta: 1 day, 10:56:34 batch_cost: 0.8075 data_cost: 0.0005 ips: 59.4450 images/s [03/12 18:32:39] ppdet.engine INFO: Epoch: [58] [ 80/610] learning_rate: 0.218728 loss_vfl: 1.214782 loss_bbox: 0.623119 loss_dfl: 0.473941 loss: 2.291269 eta: 1 day, 10:56:13 batch_cost: 0.8077 data_cost: 0.0003 ips: 59.4257 images/s [03/12 18:32:59] ppdet.engine INFO: Epoch: [58] [100/610] learning_rate: 0.218705 loss_vfl: 1.172778 loss_bbox: 0.589263 loss_dfl: 0.450045 loss: 2.236656 eta: 1 day, 10:55:58 batch_cost: 0.8724 data_cost: 0.0003 ips: 55.0224 images/s [03/12 18:33:18] ppdet.engine INFO: Epoch: [58] [120/610] learning_rate: 0.218681 loss_vfl: 1.194703 loss_bbox: 0.560961 loss_dfl: 0.447888 loss: 2.226452 eta: 1 day, 10:55:40 batch_cost: 0.8391 data_cost: 0.0024 ips: 57.2067 images/s [03/12 18:33:36] ppdet.engine INFO: Epoch: [58] [140/610] learning_rate: 0.218658 loss_vfl: 1.205694 loss_bbox: 0.572699 loss_dfl: 0.447842 loss: 2.227651 eta: 1 day, 10:55:22 batch_cost: 0.8392 data_cost: 0.0003 ips: 57.1992 images/s [03/12 18:33:55] ppdet.engine INFO: Epoch: [58] [160/610] learning_rate: 0.218634 loss_vfl: 1.161884 loss_bbox: 0.560789 loss_dfl: 0.436558 loss: 2.132867 eta: 1 day, 10:55:03 batch_cost: 0.8297 data_cost: 0.0003 ips: 57.8557 images/s [03/12 18:34:13] ppdet.engine INFO: Epoch: [58] [180/610] learning_rate: 0.218611 loss_vfl: 1.202750 loss_bbox: 0.571265 loss_dfl: 0.448036 loss: 2.222126 eta: 1 day, 10:54:44 batch_cost: 0.8377 data_cost: 0.0003 ips: 57.2999 images/s [03/12 18:34:33] ppdet.engine INFO: Epoch: [58] [200/610] learning_rate: 0.218587 loss_vfl: 1.207057 loss_bbox: 0.586585 loss_dfl: 0.449893 loss: 2.219422 eta: 1 day, 10:54:30 batch_cost: 0.8857 data_cost: 0.0005 ips: 54.1931 images/s [03/12 18:34:52] ppdet.engine INFO: Epoch: [58] [220/610] learning_rate: 0.218564 loss_vfl: 1.179478 loss_bbox: 0.584134 loss_dfl: 0.452795 loss: 2.219764 eta: 1 day, 10:54:13 batch_cost: 0.8491 data_cost: 0.0003 ips: 56.5308 images/s [03/12 18:35:11] ppdet.engine INFO: Epoch: [58] [240/610] learning_rate: 0.218540 loss_vfl: 1.147339 loss_bbox: 0.550171 loss_dfl: 0.425648 loss: 2.101779 eta: 1 day, 10:53:54 batch_cost: 0.8268 data_cost: 0.0004 ips: 58.0543 images/s [03/12 18:35:30] ppdet.engine INFO: Epoch: [58] [260/610] learning_rate: 0.218517 loss_vfl: 1.197256 loss_bbox: 0.609427 loss_dfl: 0.481373 loss: 2.308922 eta: 1 day, 10:53:37 batch_cost: 0.8593 data_cost: 0.0003 ips: 55.8620 images/s [03/12 18:35:49] ppdet.engine INFO: Epoch: [58] [280/610] learning_rate: 0.218493 loss_vfl: 1.086020 loss_bbox: 0.521019 loss_dfl: 0.403973 loss: 1.991255 eta: 1 day, 10:53:19 batch_cost: 0.8355 data_cost: 0.0003 ips: 57.4498 images/s [03/12 18:36:07] ppdet.engine INFO: Epoch: [58] [300/610] learning_rate: 0.218470 loss_vfl: 1.207192 loss_bbox: 0.571155 loss_dfl: 0.446910 loss: 2.225730 eta: 1 day, 10:52:58 batch_cost: 0.8116 data_cost: 0.0009 ips: 59.1400 images/s [03/12 18:36:25] ppdet.engine INFO: Epoch: [58] [320/610] learning_rate: 0.218446 loss_vfl: 1.208575 loss_bbox: 0.620192 loss_dfl: 0.468958 loss: 2.297725 eta: 1 day, 10:52:37 batch_cost: 0.7995 data_cost: 0.0022 ips: 60.0381 images/s [03/12 18:36:45] ppdet.engine INFO: Epoch: [58] [340/610] learning_rate: 0.218422 loss_vfl: 1.168706 loss_bbox: 0.577994 loss_dfl: 0.447595 loss: 2.196927 eta: 1 day, 10:52:22 batch_cost: 0.8826 data_cost: 0.0009 ips: 54.3863 images/s [03/12 18:37:03] ppdet.engine INFO: Epoch: [58] [360/610] learning_rate: 0.218399 loss_vfl: 1.219179 loss_bbox: 0.585581 loss_dfl: 0.481694 loss: 2.309586 eta: 1 day, 10:52:06 batch_cost: 0.8606 data_cost: 0.0004 ips: 55.7736 images/s [03/12 18:37:23] ppdet.engine INFO: Epoch: [58] [380/610] learning_rate: 0.218375 loss_vfl: 1.169937 loss_bbox: 0.564678 loss_dfl: 0.447436 loss: 2.171478 eta: 1 day, 10:51:52 batch_cost: 0.8901 data_cost: 0.0003 ips: 53.9287 images/s [03/12 18:37:41] ppdet.engine INFO: Epoch: [58] [400/610] learning_rate: 0.218351 loss_vfl: 1.229453 loss_bbox: 0.608232 loss_dfl: 0.473013 loss: 2.308715 eta: 1 day, 10:51:33 batch_cost: 0.8299 data_cost: 0.0003 ips: 57.8408 images/s [03/12 18:38:00] ppdet.engine INFO: Epoch: [58] [420/610] learning_rate: 0.218328 loss_vfl: 1.180888 loss_bbox: 0.593560 loss_dfl: 0.450568 loss: 2.236622 eta: 1 day, 10:51:17 batch_cost: 0.8621 data_cost: 0.0011 ips: 55.6800 images/s [03/12 18:38:19] ppdet.engine INFO: Epoch: [58] [440/610] learning_rate: 0.218304 loss_vfl: 1.205720 loss_bbox: 0.606892 loss_dfl: 0.469034 loss: 2.311837 eta: 1 day, 10:51:00 batch_cost: 0.8571 data_cost: 0.0003 ips: 56.0015 images/s [03/12 18:38:37] ppdet.engine INFO: Epoch: [58] [460/610] learning_rate: 0.218280 loss_vfl: 1.246650 loss_bbox: 0.592180 loss_dfl: 0.465193 loss: 2.283392 eta: 1 day, 10:50:37 batch_cost: 0.7780 data_cost: 0.0011 ips: 61.6975 images/s [03/12 18:38:55] ppdet.engine INFO: Epoch: [58] [480/610] learning_rate: 0.218257 loss_vfl: 1.205767 loss_bbox: 0.587649 loss_dfl: 0.455390 loss: 2.257921 eta: 1 day, 10:50:19 batch_cost: 0.8389 data_cost: 0.0010 ips: 57.2204 images/s [03/12 18:39:14] ppdet.engine INFO: Epoch: [58] [500/610] learning_rate: 0.218233 loss_vfl: 1.157940 loss_bbox: 0.562259 loss_dfl: 0.438554 loss: 2.152617 eta: 1 day, 10:50:03 batch_cost: 0.8681 data_cost: 0.0003 ips: 55.2923 images/s [03/12 18:39:33] ppdet.engine INFO: Epoch: [58] [520/610] learning_rate: 0.218209 loss_vfl: 1.214187 loss_bbox: 0.593260 loss_dfl: 0.456943 loss: 2.233482 eta: 1 day, 10:49:44 batch_cost: 0.8235 data_cost: 0.0003 ips: 58.2902 images/s [03/12 18:39:52] ppdet.engine INFO: Epoch: [58] [540/610] learning_rate: 0.218186 loss_vfl: 1.173998 loss_bbox: 0.569307 loss_dfl: 0.442549 loss: 2.193304 eta: 1 day, 10:49:29 batch_cost: 0.8803 data_cost: 0.0013 ips: 54.5279 images/s [03/12 18:40:11] ppdet.engine INFO: Epoch: [58] [560/610] learning_rate: 0.218162 loss_vfl: 1.144276 loss_bbox: 0.541271 loss_dfl: 0.424003 loss: 2.131607 eta: 1 day, 10:49:14 batch_cost: 0.8849 data_cost: 0.0004 ips: 54.2456 images/s [03/12 18:40:30] ppdet.engine INFO: Epoch: [58] [580/610] learning_rate: 0.218138 loss_vfl: 1.207656 loss_bbox: 0.593498 loss_dfl: 0.465524 loss: 2.261437 eta: 1 day, 10:48:57 batch_cost: 0.8412 data_cost: 0.0009 ips: 57.0581 images/s [03/12 18:40:49] ppdet.engine INFO: Epoch: [58] [600/610] learning_rate: 0.218114 loss_vfl: 1.158763 loss_bbox: 0.597129 loss_dfl: 0.446992 loss: 2.172554 eta: 1 day, 10:48:39 batch_cost: 0.8498 data_cost: 0.0017 ips: 56.4815 images/s [03/12 18:41:04] ppdet.engine INFO: Epoch: [59] [ 0/610] learning_rate: 0.218103 loss_vfl: 1.236074 loss_bbox: 0.608716 loss_dfl: 0.477692 loss: 2.357082 eta: 1 day, 10:48:47 batch_cost: 1.0552 data_cost: 0.1393 ips: 45.4898 images/s [03/12 18:41:26] ppdet.engine INFO: Epoch: [59] [ 20/610] learning_rate: 0.218079 loss_vfl: 1.147634 loss_bbox: 0.568273 loss_dfl: 0.430912 loss: 2.115776 eta: 1 day, 10:48:40 batch_cost: 0.9825 data_cost: 0.0016 ips: 48.8537 images/s [03/12 18:41:45] ppdet.engine INFO: Epoch: [59] [ 40/610] learning_rate: 0.218055 loss_vfl: 1.214312 loss_bbox: 0.602372 loss_dfl: 0.454343 loss: 2.228678 eta: 1 day, 10:48:24 batch_cost: 0.8574 data_cost: 0.0011 ips: 55.9856 images/s [03/12 18:42:04] ppdet.engine INFO: Epoch: [59] [ 60/610] learning_rate: 0.218031 loss_vfl: 1.145221 loss_bbox: 0.571620 loss_dfl: 0.445207 loss: 2.170685 eta: 1 day, 10:48:03 batch_cost: 0.8090 data_cost: 0.0004 ips: 59.3293 images/s [03/12 18:42:23] ppdet.engine INFO: Epoch: [59] [ 80/610] learning_rate: 0.218007 loss_vfl: 1.298755 loss_bbox: 0.620963 loss_dfl: 0.491040 loss: 2.396386 eta: 1 day, 10:47:48 batch_cost: 0.8764 data_cost: 0.0016 ips: 54.7669 images/s [03/12 18:42:41] ppdet.engine INFO: Epoch: [59] [100/610] learning_rate: 0.217984 loss_vfl: 1.233040 loss_bbox: 0.546935 loss_dfl: 0.443982 loss: 2.232502 eta: 1 day, 10:47:29 batch_cost: 0.8298 data_cost: 0.0010 ips: 57.8427 images/s [03/12 18:43:00] ppdet.engine INFO: Epoch: [59] [120/610] learning_rate: 0.217960 loss_vfl: 1.206808 loss_bbox: 0.602944 loss_dfl: 0.465689 loss: 2.286526 eta: 1 day, 10:47:08 batch_cost: 0.8078 data_cost: 0.0003 ips: 59.4238 images/s [03/12 18:43:20] ppdet.engine INFO: Epoch: [59] [140/610] learning_rate: 0.217936 loss_vfl: 1.210207 loss_bbox: 0.633201 loss_dfl: 0.490679 loss: 2.367578 eta: 1 day, 10:46:53 batch_cost: 0.8750 data_cost: 0.0004 ips: 54.8577 images/s [03/12 18:43:39] ppdet.engine INFO: Epoch: [59] [160/610] learning_rate: 0.217912 loss_vfl: 1.214297 loss_bbox: 0.577750 loss_dfl: 0.459991 loss: 2.247285 eta: 1 day, 10:46:39 batch_cost: 0.8929 data_cost: 0.0004 ips: 53.7599 images/s [03/12 18:43:58] ppdet.engine INFO: Epoch: [59] [180/610] learning_rate: 0.217888 loss_vfl: 1.228567 loss_bbox: 0.601700 loss_dfl: 0.462194 loss: 2.289427 eta: 1 day, 10:46:23 batch_cost: 0.8603 data_cost: 0.0010 ips: 55.7914 images/s [03/12 18:44:18] ppdet.engine INFO: Epoch: [59] [200/610] learning_rate: 0.217864 loss_vfl: 1.200015 loss_bbox: 0.590302 loss_dfl: 0.458927 loss: 2.263715 eta: 1 day, 10:46:10 batch_cost: 0.9001 data_cost: 0.0013 ips: 53.3303 images/s [03/12 18:44:36] ppdet.engine INFO: Epoch: [59] [220/610] learning_rate: 0.217840 loss_vfl: 1.185790 loss_bbox: 0.585330 loss_dfl: 0.455988 loss: 2.233384 eta: 1 day, 10:45:52 batch_cost: 0.8452 data_cost: 0.0014 ips: 56.7911 images/s [03/12 18:44:55] ppdet.engine INFO: Epoch: [59] [240/610] learning_rate: 0.217817 loss_vfl: 1.242950 loss_bbox: 0.590730 loss_dfl: 0.475802 loss: 2.276922 eta: 1 day, 10:45:35 batch_cost: 0.8516 data_cost: 0.0003 ips: 56.3670 images/s [03/12 18:45:13] ppdet.engine INFO: Epoch: [59] [260/610] learning_rate: 0.217793 loss_vfl: 1.192155 loss_bbox: 0.580252 loss_dfl: 0.449799 loss: 2.190440 eta: 1 day, 10:45:16 batch_cost: 0.8302 data_cost: 0.0008 ips: 57.8159 images/s [03/12 18:45:32] ppdet.engine INFO: Epoch: [59] [280/610] learning_rate: 0.217769 loss_vfl: 1.160384 loss_bbox: 0.558039 loss_dfl: 0.446081 loss: 2.191281 eta: 1 day, 10:44:59 batch_cost: 0.8543 data_cost: 0.0008 ips: 56.1857 images/s [03/12 18:45:51] ppdet.engine INFO: Epoch: [59] [300/610] learning_rate: 0.217745 loss_vfl: 1.213338 loss_bbox: 0.600368 loss_dfl: 0.461373 loss: 2.289555 eta: 1 day, 10:44:44 batch_cost: 0.8757 data_cost: 0.0003 ips: 54.8147 images/s [03/12 18:46:09] ppdet.engine INFO: Epoch: [59] [320/610] learning_rate: 0.217721 loss_vfl: 1.197576 loss_bbox: 0.580022 loss_dfl: 0.456205 loss: 2.223947 eta: 1 day, 10:44:27 batch_cost: 0.8536 data_cost: 0.0003 ips: 56.2314 images/s [03/12 18:46:29] ppdet.engine INFO: Epoch: [59] [340/610] learning_rate: 0.217697 loss_vfl: 1.224025 loss_bbox: 0.596407 loss_dfl: 0.466219 loss: 2.294410 eta: 1 day, 10:44:11 batch_cost: 0.8692 data_cost: 0.0004 ips: 55.2256 images/s [03/12 18:46:47] ppdet.engine INFO: Epoch: [59] [360/610] learning_rate: 0.217673 loss_vfl: 1.195623 loss_bbox: 0.583583 loss_dfl: 0.448650 loss: 2.234616 eta: 1 day, 10:43:54 batch_cost: 0.8428 data_cost: 0.0003 ips: 56.9544 images/s [03/12 18:47:06] ppdet.engine INFO: Epoch: [59] [380/610] learning_rate: 0.217649 loss_vfl: 1.196989 loss_bbox: 0.605981 loss_dfl: 0.480239 loss: 2.305500 eta: 1 day, 10:43:37 batch_cost: 0.8531 data_cost: 0.0003 ips: 56.2632 images/s [03/12 18:47:25] ppdet.engine INFO: Epoch: [59] [400/610] learning_rate: 0.217625 loss_vfl: 1.130576 loss_bbox: 0.549040 loss_dfl: 0.429566 loss: 2.116915 eta: 1 day, 10:43:21 batch_cost: 0.8662 data_cost: 0.0011 ips: 55.4165 images/s [03/12 18:47:44] ppdet.engine INFO: Epoch: [59] [420/610] learning_rate: 0.217601 loss_vfl: 1.207643 loss_bbox: 0.573041 loss_dfl: 0.455095 loss: 2.220434 eta: 1 day, 10:43:03 batch_cost: 0.8410 data_cost: 0.0009 ips: 57.0773 images/s [03/12 18:48:03] ppdet.engine INFO: Epoch: [59] [440/610] learning_rate: 0.217577 loss_vfl: 1.163126 loss_bbox: 0.544076 loss_dfl: 0.437805 loss: 2.122769 eta: 1 day, 10:42:46 batch_cost: 0.8593 data_cost: 0.0009 ips: 55.8619 images/s [03/12 18:48:22] ppdet.engine INFO: Epoch: [59] [460/610] learning_rate: 0.217553 loss_vfl: 1.223500 loss_bbox: 0.576116 loss_dfl: 0.467055 loss: 2.268745 eta: 1 day, 10:42:31 batch_cost: 0.8810 data_cost: 0.0003 ips: 54.4844 images/s [03/12 18:48:41] ppdet.engine INFO: Epoch: [59] [480/610] learning_rate: 0.217529 loss_vfl: 1.295524 loss_bbox: 0.654134 loss_dfl: 0.492752 loss: 2.446170 eta: 1 day, 10:42:13 batch_cost: 0.8412 data_cost: 0.0010 ips: 57.0580 images/s [03/12 18:49:00] ppdet.engine INFO: Epoch: [59] [500/610] learning_rate: 0.217505 loss_vfl: 1.156573 loss_bbox: 0.545564 loss_dfl: 0.427742 loss: 2.128110 eta: 1 day, 10:41:57 batch_cost: 0.8644 data_cost: 0.0003 ips: 55.5299 images/s [03/12 18:49:19] ppdet.engine INFO: Epoch: [59] [520/610] learning_rate: 0.217481 loss_vfl: 1.176511 loss_bbox: 0.568935 loss_dfl: 0.443865 loss: 2.166785 eta: 1 day, 10:41:41 batch_cost: 0.8667 data_cost: 0.0003 ips: 55.3828 images/s [03/12 18:49:38] ppdet.engine INFO: Epoch: [59] [540/610] learning_rate: 0.217457 loss_vfl: 1.175203 loss_bbox: 0.549489 loss_dfl: 0.435038 loss: 2.158582 eta: 1 day, 10:41:23 batch_cost: 0.8361 data_cost: 0.0003 ips: 57.4113 images/s [03/12 18:49:57] ppdet.engine INFO: Epoch: [59] [560/610] learning_rate: 0.217433 loss_vfl: 1.270438 loss_bbox: 0.612493 loss_dfl: 0.480018 loss: 2.343472 eta: 1 day, 10:41:04 batch_cost: 0.8339 data_cost: 0.0003 ips: 57.5587 images/s [03/12 18:50:16] ppdet.engine INFO: Epoch: [59] [580/610] learning_rate: 0.217408 loss_vfl: 1.172652 loss_bbox: 0.549389 loss_dfl: 0.452810 loss: 2.166767 eta: 1 day, 10:40:47 batch_cost: 0.8463 data_cost: 0.0003 ips: 56.7191 images/s [03/12 18:50:34] ppdet.engine INFO: Epoch: [59] [600/610] learning_rate: 0.217384 loss_vfl: 1.199622 loss_bbox: 0.594826 loss_dfl: 0.467890 loss: 2.269977 eta: 1 day, 10:40:29 batch_cost: 0.8442 data_cost: 0.0004 ips: 56.8576 images/s [03/12 18:50:43] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_s_416_coco [03/12 18:50:43] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_s_416_coco [03/12 18:50:43] ppdet.engine INFO: Eval iter: 0 [03/12 18:51:01] ppdet.engine INFO: Eval iter: 100 [03/12 18:51:12] ppdet.engine INFO: Eval iter: 200 [03/12 18:51:23] ppdet.engine INFO: Eval iter: 300 [03/12 18:51:35] ppdet.engine INFO: Eval iter: 400 [03/12 18:51:47] ppdet.engine INFO: Eval iter: 500 [03/12 18:51:58] ppdet.engine INFO: Eval iter: 600 [03/12 18:52:15] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json. loading annotations into memory... Done (t=0.64s) creating index... index created! [03/12 18:52:16] ppdet.metrics.coco_utils INFO: Start evaluate... Loading and preparing results... DONE (t=4.77s) creating index... index created! Running per image evaluation... Evaluate annotation type *bbox* DONE (t=94.97s). Accumulating evaluation results... DONE (t=17.75s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.244 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.384 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.255 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.097 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.263 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.360 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.247 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.406 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.433 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.170 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.483 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.661 [03/12 18:54:15] ppdet.engine INFO: Total sample number: 4952, averge FPS: 62.98696868462036 [03/12 18:54:15] ppdet.engine INFO: Best test bbox ap is 0.262. [03/12 18:54:16] ppdet.engine INFO: Epoch: [60] [ 0/610] learning_rate: 0.217372 loss_vfl: 1.222970 loss_bbox: 0.608315 loss_dfl: 0.474208 loss: 2.306134 eta: 1 day, 10:40:12 batch_cost: 0.7306 data_cost: 0.0004 ips: 65.6998 images/s [03/12 18:54:36] ppdet.engine INFO: Epoch: [60] [ 20/610] learning_rate: 0.217348 loss_vfl: 1.167110 loss_bbox: 0.544388 loss_dfl: 0.431112 loss: 2.137591 eta: 1 day, 10:39:59 batch_cost: 0.8983 data_cost: 0.0008 ips: 53.4322 images/s [03/12 18:54:55] ppdet.engine INFO: Epoch: [60] [ 40/610] learning_rate: 0.217324 loss_vfl: 1.204527 loss_bbox: 0.592370 loss_dfl: 0.464791 loss: 2.265007 eta: 1 day, 10:39:44 batch_cost: 0.8767 data_cost: 0.0011 ips: 54.7497 images/s [03/12 18:55:15] ppdet.engine INFO: Epoch: [60] [ 60/610] learning_rate: 0.217300 loss_vfl: 1.212152 loss_bbox: 0.583349 loss_dfl: 0.452593 loss: 2.252162 eta: 1 day, 10:39:27 batch_cost: 0.8543 data_cost: 0.0003 ips: 56.1862 images/s [03/12 18:55:34] ppdet.engine INFO: Epoch: [60] [ 80/610] learning_rate: 0.217276 loss_vfl: 1.151806 loss_bbox: 0.572356 loss_dfl: 0.446397 loss: 2.143821 eta: 1 day, 10:39:12 batch_cost: 0.8721 data_cost: 0.0013 ips: 55.0418 images/s [03/12 18:55:53] ppdet.engine INFO: Epoch: [60] [100/610] learning_rate: 0.217252 loss_vfl: 1.196356 loss_bbox: 0.586555 loss_dfl: 0.450631 loss: 2.247320 eta: 1 day, 10:38:56 batch_cost: 0.8655 data_cost: 0.0003 ips: 55.4625 images/s [03/12 18:56:12] ppdet.engine INFO: Epoch: [60] [120/610] learning_rate: 0.217227 loss_vfl: 1.216207 loss_bbox: 0.589890 loss_dfl: 0.456469 loss: 2.212722 eta: 1 day, 10:38:40 batch_cost: 0.8757 data_cost: 0.0013 ips: 54.8114 images/s [03/12 18:56:32] ppdet.engine INFO: Epoch: [60] [140/610] learning_rate: 0.217203 loss_vfl: 1.200508 loss_bbox: 0.591181 loss_dfl: 0.451774 loss: 2.268231 eta: 1 day, 10:38:24 batch_cost: 0.8605 data_cost: 0.0004 ips: 55.7785 images/s [03/12 18:56:51] ppdet.engine INFO: Epoch: [60] [160/610] learning_rate: 0.217179 loss_vfl: 1.143874 loss_bbox: 0.579829 loss_dfl: 0.443021 loss: 2.167173 eta: 1 day, 10:38:09 batch_cost: 0.8858 data_cost: 0.0010 ips: 54.1862 images/s [03/12 18:57:10] ppdet.engine INFO: Epoch: [60] [180/610] learning_rate: 0.217155 loss_vfl: 1.148766 loss_bbox: 0.572500 loss_dfl: 0.453129 loss: 2.156026 eta: 1 day, 10:37:55 batch_cost: 0.8788 data_cost: 0.0004 ips: 54.6204 images/s [03/12 18:57:29] ppdet.engine INFO: Epoch: [60] [200/610] learning_rate: 0.217131 loss_vfl: 1.222322 loss_bbox: 0.573723 loss_dfl: 0.451741 loss: 2.246982 eta: 1 day, 10:37:37 batch_cost: 0.8500 data_cost: 0.0003 ips: 56.4695 images/s [03/12 18:57:48] ppdet.engine INFO: Epoch: [60] [220/610] learning_rate: 0.217106 loss_vfl: 1.228952 loss_bbox: 0.572841 loss_dfl: 0.461955 loss: 2.255643 eta: 1 day, 10:37:21 batch_cost: 0.8637 data_cost: 0.0009 ips: 55.5748 images/s [03/12 18:58:07] ppdet.engine INFO: Epoch: [60] [240/610] learning_rate: 0.217082 loss_vfl: 1.223363 loss_bbox: 0.579824 loss_dfl: 0.457056 loss: 2.297581 eta: 1 day, 10:37:03 batch_cost: 0.8439 data_cost: 0.0004 ips: 56.8760 images/s [03/12 18:58:26] ppdet.engine INFO: Epoch: [60] [260/610] learning_rate: 0.217058 loss_vfl: 1.160200 loss_bbox: 0.568987 loss_dfl: 0.429497 loss: 2.151564 eta: 1 day, 10:36:46 batch_cost: 0.8531 data_cost: 0.0010 ips: 56.2653 images/s [03/12 18:58:45] ppdet.engine INFO: Epoch: [60] [280/610] learning_rate: 0.217034 loss_vfl: 1.217254 loss_bbox: 0.581529 loss_dfl: 0.460633 loss: 2.264629 eta: 1 day, 10:36:29 batch_cost: 0.8529 data_cost: 0.0003 ips: 56.2794 images/s [03/12 18:59:05] ppdet.engine INFO: Epoch: [60] [300/610] learning_rate: 0.217009 loss_vfl: 1.177533 loss_bbox: 0.578736 loss_dfl: 0.452658 loss: 2.156680 eta: 1 day, 10:36:16 batch_cost: 0.9011 data_cost: 0.0004 ips: 53.2692 images/s [03/12 18:59:24] ppdet.engine INFO: Epoch: [60] [320/610] learning_rate: 0.216985 loss_vfl: 1.166066 loss_bbox: 0.537706 loss_dfl: 0.435137 loss: 2.166573 eta: 1 day, 10:36:01 batch_cost: 0.8761 data_cost: 0.0003 ips: 54.7906 images/s [03/12 18:59:43] ppdet.engine INFO: Epoch: [60] [340/610] learning_rate: 0.216961 loss_vfl: 1.121498 loss_bbox: 0.548767 loss_dfl: 0.438276 loss: 2.109958 eta: 1 day, 10:35:45 batch_cost: 0.8698 data_cost: 0.0003 ips: 55.1845 images/s [03/12 19:00:03] ppdet.engine INFO: Epoch: [60] [360/610] learning_rate: 0.216936 loss_vfl: 1.259213 loss_bbox: 0.588122 loss_dfl: 0.471524 loss: 2.350030 eta: 1 day, 10:35:32 batch_cost: 0.8971 data_cost: 0.0016 ips: 53.5065 images/s [03/12 19:00:24] ppdet.engine INFO: Epoch: [60] [380/610] learning_rate: 0.216912 loss_vfl: 1.211699 loss_bbox: 0.586934 loss_dfl: 0.462685 loss: 2.296412 eta: 1 day, 10:35:23 batch_cost: 0.9539 data_cost: 0.0003 ips: 50.3220 images/s [03/12 19:00:43] ppdet.engine INFO: Epoch: [60] [400/610] learning_rate: 0.216888 loss_vfl: 1.291208 loss_bbox: 0.641255 loss_dfl: 0.488933 loss: 2.437467 eta: 1 day, 10:35:08 batch_cost: 0.8797 data_cost: 0.0009 ips: 54.5628 images/s [03/12 19:01:02] ppdet.engine INFO: Epoch: [60] [420/610] learning_rate: 0.216863 loss_vfl: 1.222794 loss_bbox: 0.592974 loss_dfl: 0.460463 loss: 2.313000 eta: 1 day, 10:34:51 batch_cost: 0.8546 data_cost: 0.0013 ips: 56.1638 images/s [03/12 19:01:22] ppdet.engine INFO: Epoch: [60] [440/610] learning_rate: 0.216839 loss_vfl: 1.164982 loss_bbox: 0.538077 loss_dfl: 0.447686 loss: 2.180696 eta: 1 day, 10:34:38 batch_cost: 0.9052 data_cost: 0.0003 ips: 53.0288 images/s [03/12 19:01:41] ppdet.engine INFO: Epoch: [60] [460/610] learning_rate: 0.216815 loss_vfl: 1.151986 loss_bbox: 0.532887 loss_dfl: 0.435911 loss: 2.128898 eta: 1 day, 10:34:20 batch_cost: 0.8463 data_cost: 0.0014 ips: 56.7158 images/s [03/12 19:01:59] ppdet.engine INFO: Epoch: [60] [480/610] learning_rate: 0.216790 loss_vfl: 1.215248 loss_bbox: 0.589885 loss_dfl: 0.454375 loss: 2.297726 eta: 1 day, 10:34:00 batch_cost: 0.8128 data_cost: 0.0010 ips: 59.0549 images/s [03/12 19:02:18] ppdet.engine INFO: Epoch: [60] [500/610] learning_rate: 0.216766 loss_vfl: 1.197561 loss_bbox: 0.582053 loss_dfl: 0.452129 loss: 2.247593 eta: 1 day, 10:33:43 batch_cost: 0.8492 data_cost: 0.0012 ips: 56.5262 images/s [03/12 19:02:37] ppdet.engine INFO: Epoch: [60] [520/610] learning_rate: 0.216741 loss_vfl: 1.217503 loss_bbox: 0.566073 loss_dfl: 0.452687 loss: 2.238682 eta: 1 day, 10:33:26 batch_cost: 0.8612 data_cost: 0.0022 ips: 55.7394 images/s [03/12 19:02:57] ppdet.engine INFO: Epoch: [60] [540/610] learning_rate: 0.216717 loss_vfl: 1.157801 loss_bbox: 0.553298 loss_dfl: 0.428581 loss: 2.117033 eta: 1 day, 10:33:11 batch_cost: 0.8778 data_cost: 0.0003 ips: 54.6827 images/s [03/12 19:03:15] ppdet.engine INFO: Epoch: [60] [560/610] learning_rate: 0.216692 loss_vfl: 1.180571 loss_bbox: 0.555544 loss_dfl: 0.444349 loss: 2.153095 eta: 1 day, 10:32:50 batch_cost: 0.7998 data_cost: 0.0008 ips: 60.0119 images/s [03/12 19:03:34] ppdet.engine INFO: Epoch: [60] [580/610] learning_rate: 0.216668 loss_vfl: 1.219340 loss_bbox: 0.578497 loss_dfl: 0.449605 loss: 2.256354 eta: 1 day, 10:32:35 batch_cost: 0.8799 data_cost: 0.0050 ips: 54.5500 images/s [03/12 19:03:54] ppdet.engine INFO: Epoch: [60] [600/610] learning_rate: 0.216644 loss_vfl: 1.172594 loss_bbox: 0.565396 loss_dfl: 0.451569 loss: 2.174610 eta: 1 day, 10:32:21 batch_cost: 0.8929 data_cost: 0.0005 ips: 53.7596 images/s [03/12 19:04:08] ppdet.engine INFO: Epoch: [61] [ 0/610] learning_rate: 0.216631 loss_vfl: 1.203319 loss_bbox: 0.590725 loss_dfl: 0.463178 loss: 2.252993 eta: 1 day, 10:32:27 batch_cost: 1.0665 data_cost: 0.1586 ips: 45.0056 images/s [03/12 19:04:30] ppdet.engine INFO: Epoch: [61] [ 20/610] learning_rate: 0.216607 loss_vfl: 1.219977 loss_bbox: 0.541033 loss_dfl: 0.441986 loss: 2.207719 eta: 1 day, 10:32:18 batch_cost: 0.9614 data_cost: 0.0008 ips: 49.9257 images/s [03/12 19:04:49] ppdet.engine INFO: Epoch: [61] [ 40/610] learning_rate: 0.216582 loss_vfl: 1.161785 loss_bbox: 0.537818 loss_dfl: 0.432639 loss: 2.140488 eta: 1 day, 10:32:02 batch_cost: 0.8603 data_cost: 0.0009 ips: 55.7924 images/s [03/12 19:05:08] ppdet.engine INFO: Epoch: [61] [ 60/610] learning_rate: 0.216558 loss_vfl: 1.203342 loss_bbox: 0.562439 loss_dfl: 0.443880 loss: 2.198541 eta: 1 day, 10:31:46 batch_cost: 0.8720 data_cost: 0.0006 ips: 55.0474 images/s [03/12 19:05:27] ppdet.engine INFO: Epoch: [61] [ 80/610] learning_rate: 0.216533 loss_vfl: 1.157340 loss_bbox: 0.566312 loss_dfl: 0.453259 loss: 2.166214 eta: 1 day, 10:31:31 batch_cost: 0.8680 data_cost: 0.0003 ips: 55.2983 images/s [03/12 19:05:46] ppdet.engine INFO: Epoch: [61] [100/610] learning_rate: 0.216509 loss_vfl: 1.198675 loss_bbox: 0.582322 loss_dfl: 0.455866 loss: 2.233894 eta: 1 day, 10:31:15 batch_cost: 0.8773 data_cost: 0.0003 ips: 54.7147 images/s [03/12 19:06:05] ppdet.engine INFO: Epoch: [61] [120/610] learning_rate: 0.216484 loss_vfl: 1.172624 loss_bbox: 0.565818 loss_dfl: 0.441194 loss: 2.179636 eta: 1 day, 10:30:57 batch_cost: 0.8391 data_cost: 0.0003 ips: 57.2052 images/s [03/12 19:06:24] ppdet.engine INFO: Epoch: [61] [140/610] learning_rate: 0.216460 loss_vfl: 1.235397 loss_bbox: 0.577572 loss_dfl: 0.471099 loss: 2.319888 eta: 1 day, 10:30:37 batch_cost: 0.8178 data_cost: 0.0027 ips: 58.6911 images/s [03/12 19:06:43] ppdet.engine INFO: Epoch: [61] [160/610] learning_rate: 0.216435 loss_vfl: 1.218319 loss_bbox: 0.575309 loss_dfl: 0.445418 loss: 2.209210 eta: 1 day, 10:30:21 batch_cost: 0.8620 data_cost: 0.0010 ips: 55.6868 images/s [03/12 19:07:02] ppdet.engine INFO: Epoch: [61] [180/610] learning_rate: 0.216411 loss_vfl: 1.253046 loss_bbox: 0.609463 loss_dfl: 0.481663 loss: 2.323755 eta: 1 day, 10:30:07 batch_cost: 0.8956 data_cost: 0.0007 ips: 53.5983 images/s [03/12 19:07:22] ppdet.engine INFO: Epoch: [61] [200/610] learning_rate: 0.216386 loss_vfl: 1.176328 loss_bbox: 0.547936 loss_dfl: 0.448278 loss: 2.185884 eta: 1 day, 10:29:51 batch_cost: 0.8656 data_cost: 0.0016 ips: 55.4517 images/s [03/12 19:07:41] ppdet.engine INFO: Epoch: [61] [220/610] learning_rate: 0.216361 loss_vfl: 1.223614 loss_bbox: 0.599017 loss_dfl: 0.474509 loss: 2.277854 eta: 1 day, 10:29:37 batch_cost: 0.8897 data_cost: 0.0003 ips: 53.9501 images/s [03/12 19:08:00] ppdet.engine INFO: Epoch: [61] [240/610] learning_rate: 0.216337 loss_vfl: 1.186766 loss_bbox: 0.585452 loss_dfl: 0.456366 loss: 2.227308 eta: 1 day, 10:29:19 batch_cost: 0.8444 data_cost: 0.0009 ips: 56.8463 images/s [03/12 19:08:20] ppdet.engine INFO: Epoch: [61] [260/610] learning_rate: 0.216312 loss_vfl: 1.151732 loss_bbox: 0.561197 loss_dfl: 0.439287 loss: 2.124177 eta: 1 day, 10:29:08 batch_cost: 0.9227 data_cost: 0.0003 ips: 52.0188 images/s [03/12 19:08:41] ppdet.engine INFO: Epoch: [61] [280/610] learning_rate: 0.216288 loss_vfl: 1.174284 loss_bbox: 0.545698 loss_dfl: 0.433156 loss: 2.169770 eta: 1 day, 10:28:55 batch_cost: 0.9115 data_cost: 0.0006 ips: 52.6587 images/s [03/12 19:08:58] ppdet.engine INFO: Epoch: [61] [300/610] learning_rate: 0.216263 loss_vfl: 1.174358 loss_bbox: 0.549379 loss_dfl: 0.443807 loss: 2.174741 eta: 1 day, 10:28:32 batch_cost: 0.7815 data_cost: 0.0004 ips: 61.4176 images/s [03/12 19:09:17] ppdet.engine INFO: Epoch: [61] [320/610] learning_rate: 0.216238 loss_vfl: 1.172375 loss_bbox: 0.578484 loss_dfl: 0.446602 loss: 2.186164 eta: 1 day, 10:28:13 batch_cost: 0.8219 data_cost: 0.0030 ips: 58.4027 images/s [03/12 19:09:36] ppdet.engine INFO: Epoch: [61] [340/610] learning_rate: 0.216214 loss_vfl: 1.212031 loss_bbox: 0.595069 loss_dfl: 0.453859 loss: 2.226232 eta: 1 day, 10:27:58 batch_cost: 0.8808 data_cost: 0.0003 ips: 54.4959 images/s [03/12 19:09:55] ppdet.engine INFO: Epoch: [61] [360/610] learning_rate: 0.216189 loss_vfl: 1.211935 loss_bbox: 0.587416 loss_dfl: 0.470682 loss: 2.272008 eta: 1 day, 10:27:43 batch_cost: 0.8798 data_cost: 0.0003 ips: 54.5566 images/s [03/12 19:10:15] ppdet.engine INFO: Epoch: [61] [380/610] learning_rate: 0.216164 loss_vfl: 1.139825 loss_bbox: 0.534105 loss_dfl: 0.428851 loss: 2.103100 eta: 1 day, 10:27:29 batch_cost: 0.8889 data_cost: 0.0004 ips: 53.9994 images/s [03/12 19:10:34] ppdet.engine INFO: Epoch: [61] [400/610] learning_rate: 0.216140 loss_vfl: 1.220574 loss_bbox: 0.604610 loss_dfl: 0.462262 loss: 2.268999 eta: 1 day, 10:27:13 batch_cost: 0.8725 data_cost: 0.0016 ips: 55.0154 images/s [03/12 19:10:53] ppdet.engine INFO: Epoch: [61] [420/610] learning_rate: 0.216115 loss_vfl: 1.171497 loss_bbox: 0.570895 loss_dfl: 0.440234 loss: 2.167474 eta: 1 day, 10:26:59 batch_cost: 0.8842 data_cost: 0.0003 ips: 54.2835 images/s [03/12 19:11:12] ppdet.engine INFO: Epoch: [61] [440/610] learning_rate: 0.216090 loss_vfl: 1.198394 loss_bbox: 0.569769 loss_dfl: 0.456556 loss: 2.234817 eta: 1 day, 10:26:41 batch_cost: 0.8470 data_cost: 0.0003 ips: 56.6721 images/s [03/12 19:11:32] ppdet.engine INFO: Epoch: [61] [460/610] learning_rate: 0.216066 loss_vfl: 1.185146 loss_bbox: 0.584978 loss_dfl: 0.453117 loss: 2.209101 eta: 1 day, 10:26:27 batch_cost: 0.8898 data_cost: 0.0009 ips: 53.9425 images/s [03/12 19:11:51] ppdet.engine INFO: Epoch: [61] [480/610] learning_rate: 0.216041 loss_vfl: 1.288232 loss_bbox: 0.608322 loss_dfl: 0.470659 loss: 2.344124 eta: 1 day, 10:26:11 batch_cost: 0.8688 data_cost: 0.0003 ips: 55.2488 images/s [03/12 19:12:10] ppdet.engine INFO: Epoch: [61] [500/610] learning_rate: 0.216016 loss_vfl: 1.252046 loss_bbox: 0.588919 loss_dfl: 0.465855 loss: 2.306524 eta: 1 day, 10:25:53 batch_cost: 0.8414 data_cost: 0.0010 ips: 57.0481 images/s [03/12 19:12:29] ppdet.engine INFO: Epoch: [61] [520/610] learning_rate: 0.215991 loss_vfl: 1.256886 loss_bbox: 0.648651 loss_dfl: 0.491022 loss: 2.378200 eta: 1 day, 10:25:37 batch_cost: 0.8638 data_cost: 0.0003 ips: 55.5687 images/s [03/12 19:12:48] ppdet.engine INFO: Epoch: [61] [540/610] learning_rate: 0.215966 loss_vfl: 1.199008 loss_bbox: 0.559013 loss_dfl: 0.456110 loss: 2.234686 eta: 1 day, 10:25:21 batch_cost: 0.8641 data_cost: 0.0011 ips: 55.5514 images/s [03/12 19:13:08] ppdet.engine INFO: Epoch: [61] [560/610] learning_rate: 0.215942 loss_vfl: 1.197009 loss_bbox: 0.606333 loss_dfl: 0.472830 loss: 2.261470 eta: 1 day, 10:25:04 batch_cost: 0.8627 data_cost: 0.0012 ips: 55.6402 images/s [03/12 19:13:27] ppdet.engine INFO: Epoch: [61] [580/610] learning_rate: 0.215917 loss_vfl: 1.194635 loss_bbox: 0.554789 loss_dfl: 0.440761 loss: 2.225759 eta: 1 day, 10:24:49 batch_cost: 0.8785 data_cost: 0.0018 ips: 54.6393 images/s [03/12 19:13:46] ppdet.engine INFO: Epoch: [61] [600/610] learning_rate: 0.215892 loss_vfl: 1.190685 loss_bbox: 0.612242 loss_dfl: 0.469652 loss: 2.275632 eta: 1 day, 10:24:30 batch_cost: 0.8252 data_cost: 0.0005 ips: 58.1658 images/s [03/12 19:14:01] ppdet.engine INFO: Epoch: [62] [ 0/610] learning_rate: 0.215880 loss_vfl: 1.190685 loss_bbox: 0.577973 loss_dfl: 0.455784 loss: 2.220708 eta: 1 day, 10:24:39 batch_cost: 1.0793 data_cost: 0.2425 ips: 44.4725 images/s [03/12 19:14:22] ppdet.engine INFO: Epoch: [62] [ 20/610] learning_rate: 0.215855 loss_vfl: 1.180812 loss_bbox: 0.569305 loss_dfl: 0.441792 loss: 2.205218 eta: 1 day, 10:24:33 batch_cost: 1.0018 data_cost: 0.0003 ips: 47.9157 images/s [03/12 19:14:42] ppdet.engine INFO: Epoch: [62] [ 40/610] learning_rate: 0.215830 loss_vfl: 1.170896 loss_bbox: 0.573841 loss_dfl: 0.437874 loss: 2.171348 eta: 1 day, 10:24:18 batch_cost: 0.8866 data_cost: 0.0003 ips: 54.1406 images/s [03/12 19:15:01] ppdet.engine INFO: Epoch: [62] [ 60/610] learning_rate: 0.215805 loss_vfl: 1.169132 loss_bbox: 0.569130 loss_dfl: 0.448824 loss: 2.226477 eta: 1 day, 10:24:03 batch_cost: 0.8712 data_cost: 0.0020 ips: 55.0946 images/s [03/12 19:15:20] ppdet.engine INFO: Epoch: [62] [ 80/610] learning_rate: 0.215780 loss_vfl: 1.264523 loss_bbox: 0.613327 loss_dfl: 0.482889 loss: 2.341158 eta: 1 day, 10:23:46 batch_cost: 0.8560 data_cost: 0.0003 ips: 56.0775 images/s [03/12 19:15:40] ppdet.engine INFO: Epoch: [62] [100/610] learning_rate: 0.215755 loss_vfl: 1.238517 loss_bbox: 0.587875 loss_dfl: 0.464765 loss: 2.278548 eta: 1 day, 10:23:33 batch_cost: 0.9043 data_cost: 0.0007 ips: 53.0778 images/s [03/12 19:15:59] ppdet.engine INFO: Epoch: [62] [120/610] learning_rate: 0.215731 loss_vfl: 1.118037 loss_bbox: 0.558194 loss_dfl: 0.441753 loss: 2.098176 eta: 1 day, 10:23:19 batch_cost: 0.8932 data_cost: 0.0004 ips: 53.7368 images/s [03/12 19:16:19] ppdet.engine INFO: Epoch: [62] [140/610] learning_rate: 0.215706 loss_vfl: 1.161709 loss_bbox: 0.547063 loss_dfl: 0.435023 loss: 2.156590 eta: 1 day, 10:23:06 batch_cost: 0.9082 data_cost: 0.0003 ips: 52.8510 images/s [03/12 19:16:38] ppdet.engine INFO: Epoch: [62] [160/610] learning_rate: 0.215681 loss_vfl: 1.217408 loss_bbox: 0.600604 loss_dfl: 0.458869 loss: 2.278650 eta: 1 day, 10:22:49 batch_cost: 0.8622 data_cost: 0.0003 ips: 55.6704 images/s [03/12 19:16:57] ppdet.engine INFO: Epoch: [62] [180/610] learning_rate: 0.215656 loss_vfl: 1.172654 loss_bbox: 0.542472 loss_dfl: 0.421130 loss: 2.130945 eta: 1 day, 10:22:34 batch_cost: 0.8726 data_cost: 0.0014 ips: 55.0090 images/s [03/12 19:17:15] ppdet.engine INFO: Epoch: [62] [200/610] learning_rate: 0.215631 loss_vfl: 1.200265 loss_bbox: 0.572423 loss_dfl: 0.437731 loss: 2.212801 eta: 1 day, 10:22:12 batch_cost: 0.7981 data_cost: 0.0003 ips: 60.1404 images/s [03/12 19:17:35] ppdet.engine INFO: Epoch: [62] [220/610] learning_rate: 0.215606 loss_vfl: 1.100118 loss_bbox: 0.532523 loss_dfl: 0.432734 loss: 2.065374 eta: 1 day, 10:21:58 batch_cost: 0.8846 data_cost: 0.0003 ips: 54.2616 images/s [03/12 19:17:54] ppdet.engine INFO: Epoch: [62] [240/610] learning_rate: 0.215581 loss_vfl: 1.197276 loss_bbox: 0.572808 loss_dfl: 0.447441 loss: 2.178547 eta: 1 day, 10:21:41 batch_cost: 0.8550 data_cost: 0.0010 ips: 56.1391 images/s [03/12 19:18:12] ppdet.engine INFO: Epoch: [62] [260/610] learning_rate: 0.215556 loss_vfl: 1.256153 loss_bbox: 0.621080 loss_dfl: 0.488817 loss: 2.354952 eta: 1 day, 10:21:23 batch_cost: 0.8476 data_cost: 0.0004 ips: 56.6336 images/s [03/12 19:18:31] ppdet.engine INFO: Epoch: [62] [280/610] learning_rate: 0.215531 loss_vfl: 1.159871 loss_bbox: 0.572361 loss_dfl: 0.444444 loss: 2.143448 eta: 1 day, 10:21:06 batch_cost: 0.8499 data_cost: 0.0003 ips: 56.4786 images/s [03/12 19:18:50] ppdet.engine INFO: Epoch: [62] [300/610] learning_rate: 0.215506 loss_vfl: 1.170914 loss_bbox: 0.555827 loss_dfl: 0.447751 loss: 2.177072 eta: 1 day, 10:20:49 batch_cost: 0.8548 data_cost: 0.0010 ips: 56.1505 images/s [03/12 19:19:09] ppdet.engine INFO: Epoch: [62] [320/610] learning_rate: 0.215481 loss_vfl: 1.228581 loss_bbox: 0.582528 loss_dfl: 0.454599 loss: 2.265708 eta: 1 day, 10:20:31 batch_cost: 0.8369 data_cost: 0.0004 ips: 57.3514 images/s [03/12 19:19:28] ppdet.engine INFO: Epoch: [62] [340/610] learning_rate: 0.215456 loss_vfl: 1.269758 loss_bbox: 0.573427 loss_dfl: 0.474962 loss: 2.296063 eta: 1 day, 10:20:13 batch_cost: 0.8466 data_cost: 0.0010 ips: 56.6984 images/s [03/12 19:19:46] ppdet.engine INFO: Epoch: [62] [360/610] learning_rate: 0.215431 loss_vfl: 1.202833 loss_bbox: 0.584439 loss_dfl: 0.451979 loss: 2.218394 eta: 1 day, 10:19:54 batch_cost: 0.8311 data_cost: 0.0004 ips: 57.7574 images/s [03/12 19:20:05] ppdet.engine INFO: Epoch: [62] [380/610] learning_rate: 0.215406 loss_vfl: 1.189602 loss_bbox: 0.580506 loss_dfl: 0.442128 loss: 2.245451 eta: 1 day, 10:19:37 batch_cost: 0.8467 data_cost: 0.0003 ips: 56.6928 images/s [03/12 19:20:24] ppdet.engine INFO: Epoch: [62] [400/610] learning_rate: 0.215381 loss_vfl: 1.137728 loss_bbox: 0.552817 loss_dfl: 0.436927 loss: 2.099766 eta: 1 day, 10:19:19 batch_cost: 0.8498 data_cost: 0.0009 ips: 56.4865 images/s [03/12 19:20:43] ppdet.engine INFO: Epoch: [62] [420/610] learning_rate: 0.215356 loss_vfl: 1.133661 loss_bbox: 0.536430 loss_dfl: 0.421635 loss: 2.068571 eta: 1 day, 10:19:01 batch_cost: 0.8396 data_cost: 0.0003 ips: 57.1731 images/s [03/12 19:21:02] ppdet.engine INFO: Epoch: [62] [440/610] learning_rate: 0.215331 loss_vfl: 1.091360 loss_bbox: 0.546501 loss_dfl: 0.440428 loss: 2.078354 eta: 1 day, 10:18:45 batch_cost: 0.8606 data_cost: 0.0003 ips: 55.7731 images/s [03/12 19:21:21] ppdet.engine INFO: Epoch: [62] [460/610] learning_rate: 0.215306 loss_vfl: 1.234089 loss_bbox: 0.574888 loss_dfl: 0.457997 loss: 2.301859 eta: 1 day, 10:18:27 batch_cost: 0.8442 data_cost: 0.0003 ips: 56.8556 images/s [03/12 19:21:41] ppdet.engine INFO: Epoch: [62] [480/610] learning_rate: 0.215281 loss_vfl: 1.178987 loss_bbox: 0.569292 loss_dfl: 0.436234 loss: 2.163944 eta: 1 day, 10:18:11 batch_cost: 0.8623 data_cost: 0.0003 ips: 55.6636 images/s [03/12 19:21:59] ppdet.engine INFO: Epoch: [62] [500/610] learning_rate: 0.215256 loss_vfl: 1.117351 loss_bbox: 0.526644 loss_dfl: 0.429274 loss: 2.080920 eta: 1 day, 10:17:55 batch_cost: 0.8760 data_cost: 0.0003 ips: 54.7946 images/s [03/12 19:22:18] ppdet.engine INFO: Epoch: [62] [520/610] learning_rate: 0.215231 loss_vfl: 1.164788 loss_bbox: 0.552357 loss_dfl: 0.443331 loss: 2.154222 eta: 1 day, 10:17:37 batch_cost: 0.8391 data_cost: 0.0003 ips: 57.2051 images/s [03/12 19:22:37] ppdet.engine INFO: Epoch: [62] [540/610] learning_rate: 0.215206 loss_vfl: 1.201721 loss_bbox: 0.589083 loss_dfl: 0.461114 loss: 2.282261 eta: 1 day, 10:17:17 batch_cost: 0.8180 data_cost: 0.0003 ips: 58.6788 images/s [03/12 19:22:56] ppdet.engine INFO: Epoch: [62] [560/610] learning_rate: 0.215180 loss_vfl: 1.163915 loss_bbox: 0.581361 loss_dfl: 0.467002 loss: 2.242472 eta: 1 day, 10:17:00 batch_cost: 0.8492 data_cost: 0.0003 ips: 56.5214 images/s [03/12 19:23:16] ppdet.engine INFO: Epoch: [62] [580/610] learning_rate: 0.215155 loss_vfl: 1.191284 loss_bbox: 0.588682 loss_dfl: 0.448269 loss: 2.210361 eta: 1 day, 10:16:45 batch_cost: 0.8864 data_cost: 0.0003 ips: 54.1533 images/s [03/12 19:23:34] ppdet.engine INFO: Epoch: [62] [600/610] learning_rate: 0.215130 loss_vfl: 1.138744 loss_bbox: 0.582169 loss_dfl: 0.454605 loss: 2.194526 eta: 1 day, 10:16:27 batch_cost: 0.8438 data_cost: 0.0004 ips: 56.8822 images/s [03/12 19:23:49] ppdet.engine INFO: Epoch: [63] [ 0/610] learning_rate: 0.215118 loss_vfl: 1.184168 loss_bbox: 0.592623 loss_dfl: 0.465586 loss: 2.239290 eta: 1 day, 10:16:32 batch_cost: 1.0321 data_cost: 0.1907 ips: 46.5055 images/s [03/12 19:24:09] ppdet.engine INFO: Epoch: [63] [ 20/610] learning_rate: 0.215092 loss_vfl: 1.169588 loss_bbox: 0.545486 loss_dfl: 0.433607 loss: 2.149340 eta: 1 day, 10:16:20 batch_cost: 0.9154 data_cost: 0.0003 ips: 52.4382 images/s [03/12 19:24:28] ppdet.engine INFO: Epoch: [63] [ 40/610] learning_rate: 0.215067 loss_vfl: 1.130772 loss_bbox: 0.512480 loss_dfl: 0.417484 loss: 2.066805 eta: 1 day, 10:16:06 batch_cost: 0.8966 data_cost: 0.0003 ips: 53.5331 images/s [03/12 19:24:48] ppdet.engine INFO: Epoch: [63] [ 60/610] learning_rate: 0.215042 loss_vfl: 1.135193 loss_bbox: 0.550496 loss_dfl: 0.435490 loss: 2.117733 eta: 1 day, 10:15:49 batch_cost: 0.8544 data_cost: 0.0004 ips: 56.1793 images/s [03/12 19:25:06] ppdet.engine INFO: Epoch: [63] [ 80/610] learning_rate: 0.215017 loss_vfl: 1.080733 loss_bbox: 0.536951 loss_dfl: 0.420370 loss: 2.073131 eta: 1 day, 10:15:30 batch_cost: 0.8363 data_cost: 0.0012 ips: 57.3977 images/s [03/12 19:25:25] ppdet.engine INFO: Epoch: [63] [100/610] learning_rate: 0.214992 loss_vfl: 1.155007 loss_bbox: 0.567174 loss_dfl: 0.442750 loss: 2.204826 eta: 1 day, 10:15:12 batch_cost: 0.8348 data_cost: 0.0004 ips: 57.5002 images/s [03/12 19:25:44] ppdet.engine INFO: Epoch: [63] [120/610] learning_rate: 0.214966 loss_vfl: 1.229639 loss_bbox: 0.581421 loss_dfl: 0.464749 loss: 2.289464 eta: 1 day, 10:14:54 batch_cost: 0.8429 data_cost: 0.0008 ips: 56.9496 images/s [03/12 19:26:02] ppdet.engine INFO: Epoch: [63] [140/610] learning_rate: 0.214941 loss_vfl: 1.199370 loss_bbox: 0.585770 loss_dfl: 0.462719 loss: 2.259057 eta: 1 day, 10:14:34 batch_cost: 0.8074 data_cost: 0.0003 ips: 59.4523 images/s [03/12 19:26:21] ppdet.engine INFO: Epoch: [63] [160/610] learning_rate: 0.214916 loss_vfl: 1.148032 loss_bbox: 0.547586 loss_dfl: 0.426554 loss: 2.066392 eta: 1 day, 10:14:11 batch_cost: 0.7812 data_cost: 0.0004 ips: 61.4444 images/s [03/12 19:26:39] ppdet.engine INFO: Epoch: [63] [180/610] learning_rate: 0.214891 loss_vfl: 1.182386 loss_bbox: 0.587381 loss_dfl: 0.447501 loss: 2.194891 eta: 1 day, 10:13:52 batch_cost: 0.8319 data_cost: 0.0004 ips: 57.7008 images/s [03/12 19:26:58] ppdet.engine INFO: Epoch: [63] [200/610] learning_rate: 0.214865 loss_vfl: 1.132989 loss_bbox: 0.539027 loss_dfl: 0.443569 loss: 2.131846 eta: 1 day, 10:13:36 batch_cost: 0.8607 data_cost: 0.0003 ips: 55.7655 images/s [03/12 19:27:17] ppdet.engine INFO: Epoch: [63] [220/610] learning_rate: 0.214840 loss_vfl: 1.163736 loss_bbox: 0.580569 loss_dfl: 0.461363 loss: 2.190624 eta: 1 day, 10:13:18 batch_cost: 0.8483 data_cost: 0.0003 ips: 56.5839 images/s [03/12 19:27:36] ppdet.engine INFO: Epoch: [63] [240/610] learning_rate: 0.214815 loss_vfl: 1.175527 loss_bbox: 0.585118 loss_dfl: 0.450126 loss: 2.222639 eta: 1 day, 10:13:00 batch_cost: 0.8337 data_cost: 0.0003 ips: 57.5737 images/s [03/12 19:27:54] ppdet.engine INFO: Epoch: [63] [260/610] learning_rate: 0.214790 loss_vfl: 1.222653 loss_bbox: 0.576756 loss_dfl: 0.458682 loss: 2.284271 eta: 1 day, 10:12:40 batch_cost: 0.8192 data_cost: 0.0003 ips: 58.5910 images/s [03/12 19:28:14] ppdet.engine INFO: Epoch: [63] [280/610] learning_rate: 0.214764 loss_vfl: 1.148893 loss_bbox: 0.568785 loss_dfl: 0.439666 loss: 2.177112 eta: 1 day, 10:12:24 batch_cost: 0.8648 data_cost: 0.0003 ips: 55.5057 images/s [03/12 19:28:32] ppdet.engine INFO: Epoch: [63] [300/610] learning_rate: 0.214739 loss_vfl: 1.189562 loss_bbox: 0.597955 loss_dfl: 0.459422 loss: 2.240234 eta: 1 day, 10:12:07 batch_cost: 0.8571 data_cost: 0.0003 ips: 56.0006 images/s [03/12 19:28:51] ppdet.engine INFO: Epoch: [63] [320/610] learning_rate: 0.214714 loss_vfl: 1.180176 loss_bbox: 0.559364 loss_dfl: 0.448016 loss: 2.192192 eta: 1 day, 10:11:50 batch_cost: 0.8579 data_cost: 0.0003 ips: 55.9512 images/s [03/12 19:29:11] ppdet.engine INFO: Epoch: [63] [340/610] learning_rate: 0.214688 loss_vfl: 1.258655 loss_bbox: 0.591019 loss_dfl: 0.472677 loss: 2.344959 eta: 1 day, 10:11:35 batch_cost: 0.8761 data_cost: 0.0012 ips: 54.7868 images/s [03/12 19:29:29] ppdet.engine INFO: Epoch: [63] [360/610] learning_rate: 0.214663 loss_vfl: 1.152346 loss_bbox: 0.562651 loss_dfl: 0.440113 loss: 2.166783 eta: 1 day, 10:11:16 batch_cost: 0.8272 data_cost: 0.0003 ips: 58.0284 images/s [03/12 19:29:48] ppdet.engine INFO: Epoch: [63] [380/610] learning_rate: 0.214637 loss_vfl: 1.187747 loss_bbox: 0.563014 loss_dfl: 0.435674 loss: 2.149258 eta: 1 day, 10:10:55 batch_cost: 0.8033 data_cost: 0.0004 ips: 59.7527 images/s [03/12 19:30:06] ppdet.engine INFO: Epoch: [63] [400/610] learning_rate: 0.214612 loss_vfl: 1.179312 loss_bbox: 0.584256 loss_dfl: 0.467336 loss: 2.243534 eta: 1 day, 10:10:39 batch_cost: 0.8579 data_cost: 0.0012 ips: 55.9501 images/s [03/12 19:30:26] ppdet.engine INFO: Epoch: [63] [420/610] learning_rate: 0.214587 loss_vfl: 1.184150 loss_bbox: 0.565226 loss_dfl: 0.444369 loss: 2.184717 eta: 1 day, 10:10:22 batch_cost: 0.8651 data_cost: 0.0004 ips: 55.4834 images/s [03/12 19:30:44] ppdet.engine INFO: Epoch: [63] [440/610] learning_rate: 0.214561 loss_vfl: 1.191604 loss_bbox: 0.585670 loss_dfl: 0.467689 loss: 2.245336 eta: 1 day, 10:10:05 batch_cost: 0.8492 data_cost: 0.0004 ips: 56.5261 images/s [03/12 19:31:03] ppdet.engine INFO: Epoch: [63] [460/610] learning_rate: 0.214536 loss_vfl: 1.192677 loss_bbox: 0.572146 loss_dfl: 0.465254 loss: 2.229128 eta: 1 day, 10:09:48 batch_cost: 0.8575 data_cost: 0.0026 ips: 55.9797 images/s [03/12 19:31:22] ppdet.engine INFO: Epoch: [63] [480/610] learning_rate: 0.214510 loss_vfl: 1.258552 loss_bbox: 0.633210 loss_dfl: 0.473821 loss: 2.348590 eta: 1 day, 10:09:32 batch_cost: 0.8671 data_cost: 0.0024 ips: 55.3560 images/s [03/12 19:31:41] ppdet.engine INFO: Epoch: [63] [500/610] learning_rate: 0.214485 loss_vfl: 1.210326 loss_bbox: 0.574631 loss_dfl: 0.451587 loss: 2.245357 eta: 1 day, 10:09:15 batch_cost: 0.8473 data_cost: 0.0003 ips: 56.6473 images/s [03/12 19:31:59] ppdet.engine INFO: Epoch: [63] [520/610] learning_rate: 0.214460 loss_vfl: 1.253506 loss_bbox: 0.599332 loss_dfl: 0.464540 loss: 2.284065 eta: 1 day, 10:08:55 batch_cost: 0.8231 data_cost: 0.0010 ips: 58.3167 images/s [03/12 19:32:18] ppdet.engine INFO: Epoch: [63] [540/610] learning_rate: 0.214434 loss_vfl: 1.180092 loss_bbox: 0.556451 loss_dfl: 0.444033 loss: 2.179173 eta: 1 day, 10:08:36 batch_cost: 0.8174 data_cost: 0.0003 ips: 58.7240 images/s [03/12 19:32:37] ppdet.engine INFO: Epoch: [63] [560/610] learning_rate: 0.214409 loss_vfl: 1.251806 loss_bbox: 0.614401 loss_dfl: 0.477642 loss: 2.369530 eta: 1 day, 10:08:21 batch_cost: 0.8850 data_cost: 0.0003 ips: 54.2345 images/s [03/12 19:32:57] ppdet.engine INFO: Epoch: [63] [580/610] learning_rate: 0.214383 loss_vfl: 1.145838 loss_bbox: 0.549789 loss_dfl: 0.439211 loss: 2.103508 eta: 1 day, 10:08:04 batch_cost: 0.8588 data_cost: 0.0003 ips: 55.8946 images/s [03/12 19:33:14] ppdet.engine INFO: Epoch: [63] [600/610] learning_rate: 0.214358 loss_vfl: 1.240437 loss_bbox: 0.609915 loss_dfl: 0.476424 loss: 2.345617 eta: 1 day, 10:07:43 batch_cost: 0.7953 data_cost: 0.0004 ips: 60.3573 images/s [03/12 19:33:29] ppdet.engine INFO: Epoch: [64] [ 0/610] learning_rate: 0.214345 loss_vfl: 1.146953 loss_bbox: 0.530018 loss_dfl: 0.418867 loss: 2.077699 eta: 1 day, 10:07:50 batch_cost: 1.0393 data_cost: 0.1420 ips: 46.1864 images/s [03/12 19:33:51] ppdet.engine INFO: Epoch: [64] [ 20/610] learning_rate: 0.214319 loss_vfl: 1.172744 loss_bbox: 0.590242 loss_dfl: 0.460691 loss: 2.226331 eta: 1 day, 10:07:39 batch_cost: 0.9327 data_cost: 0.0005 ips: 51.4641 images/s [03/12 19:34:11] ppdet.engine INFO: Epoch: [64] [ 40/610] learning_rate: 0.214294 loss_vfl: 1.206377 loss_bbox: 0.569338 loss_dfl: 0.448610 loss: 2.257081 eta: 1 day, 10:07:26 batch_cost: 0.9049 data_cost: 0.0006 ips: 53.0417 images/s [03/12 19:34:30] ppdet.engine INFO: Epoch: [64] [ 60/610] learning_rate: 0.214268 loss_vfl: 1.089528 loss_bbox: 0.548551 loss_dfl: 0.426186 loss: 2.075107 eta: 1 day, 10:07:09 batch_cost: 0.8545 data_cost: 0.0011 ips: 56.1750 images/s [03/12 19:34:49] ppdet.engine INFO: Epoch: [64] [ 80/610] learning_rate: 0.214243 loss_vfl: 1.171006 loss_bbox: 0.586267 loss_dfl: 0.449515 loss: 2.208539 eta: 1 day, 10:06:51 batch_cost: 0.8472 data_cost: 0.0010 ips: 56.6573 images/s [03/12 19:35:08] ppdet.engine INFO: Epoch: [64] [100/610] learning_rate: 0.214217 loss_vfl: 1.213926 loss_bbox: 0.595630 loss_dfl: 0.451030 loss: 2.235386 eta: 1 day, 10:06:34 batch_cost: 0.8584 data_cost: 0.0016 ips: 55.9197 images/s [03/12 19:35:27] ppdet.engine INFO: Epoch: [64] [120/610] learning_rate: 0.214192 loss_vfl: 1.238316 loss_bbox: 0.599082 loss_dfl: 0.475308 loss: 2.319942 eta: 1 day, 10:06:20 batch_cost: 0.8863 data_cost: 0.0007 ips: 54.1590 images/s [03/12 19:35:46] ppdet.engine INFO: Epoch: [64] [140/610] learning_rate: 0.214166 loss_vfl: 1.188877 loss_bbox: 0.581519 loss_dfl: 0.444907 loss: 2.227268 eta: 1 day, 10:06:00 batch_cost: 0.8197 data_cost: 0.0004 ips: 58.5575 images/s [03/12 19:36:05] ppdet.engine INFO: Epoch: [64] [160/610] learning_rate: 0.214141 loss_vfl: 1.127171 loss_bbox: 0.550743 loss_dfl: 0.431323 loss: 2.097068 eta: 1 day, 10:05:45 batch_cost: 0.8800 data_cost: 0.0010 ips: 54.5438 images/s [03/12 19:36:23] ppdet.engine INFO: Epoch: [64] [180/610] learning_rate: 0.214115 loss_vfl: 1.156003 loss_bbox: 0.552704 loss_dfl: 0.441185 loss: 2.150461 eta: 1 day, 10:05:27 batch_cost: 0.8364 data_cost: 0.0003 ips: 57.3875 images/s [03/12 19:36:42] ppdet.engine INFO: Epoch: [64] [200/610] learning_rate: 0.214089 loss_vfl: 1.180293 loss_bbox: 0.559849 loss_dfl: 0.458030 loss: 2.217532 eta: 1 day, 10:05:09 batch_cost: 0.8489 data_cost: 0.0003 ips: 56.5425 images/s [03/12 19:37:00] ppdet.engine INFO: Epoch: [64] [220/610] learning_rate: 0.214064 loss_vfl: 1.225356 loss_bbox: 0.555196 loss_dfl: 0.446695 loss: 2.238786 eta: 1 day, 10:04:51 batch_cost: 0.8358 data_cost: 0.0010 ips: 57.4286 images/s [03/12 19:37:19] ppdet.engine INFO: Epoch: [64] [240/610] learning_rate: 0.214038 loss_vfl: 1.213649 loss_bbox: 0.582807 loss_dfl: 0.464901 loss: 2.264424 eta: 1 day, 10:04:33 batch_cost: 0.8381 data_cost: 0.0003 ips: 57.2721 images/s [03/12 19:37:37] ppdet.engine INFO: Epoch: [64] [260/610] learning_rate: 0.214012 loss_vfl: 1.184471 loss_bbox: 0.557024 loss_dfl: 0.451031 loss: 2.179569 eta: 1 day, 10:04:15 batch_cost: 0.8483 data_cost: 0.0003 ips: 56.5808 images/s [03/12 19:37:57] ppdet.engine INFO: Epoch: [64] [280/610] learning_rate: 0.213987 loss_vfl: 1.192069 loss_bbox: 0.549976 loss_dfl: 0.439364 loss: 2.197053 eta: 1 day, 10:04:01 batch_cost: 0.8922 data_cost: 0.0003 ips: 53.7997 images/s [03/12 19:38:16] ppdet.engine INFO: Epoch: [64] [300/610] learning_rate: 0.213961 loss_vfl: 1.152181 loss_bbox: 0.565251 loss_dfl: 0.438547 loss: 2.156399 eta: 1 day, 10:03:46 batch_cost: 0.8881 data_cost: 0.0003 ips: 54.0503 images/s [03/12 19:38:36] ppdet.engine INFO: Epoch: [64] [320/610] learning_rate: 0.213935 loss_vfl: 1.099482 loss_bbox: 0.537792 loss_dfl: 0.424555 loss: 2.075505 eta: 1 day, 10:03:32 batch_cost: 0.8974 data_cost: 0.0003 ips: 53.4866 images/s [03/12 19:38:55] ppdet.engine INFO: Epoch: [64] [340/610] learning_rate: 0.213910 loss_vfl: 1.198689 loss_bbox: 0.600546 loss_dfl: 0.459300 loss: 2.292151 eta: 1 day, 10:03:13 batch_cost: 0.8273 data_cost: 0.0022 ips: 58.0208 images/s [03/12 19:39:14] ppdet.engine INFO: Epoch: [64] [360/610] learning_rate: 0.213884 loss_vfl: 1.182652 loss_bbox: 0.557217 loss_dfl: 0.455192 loss: 2.180501 eta: 1 day, 10:02:55 batch_cost: 0.8397 data_cost: 0.0006 ips: 57.1616 images/s [03/12 19:39:34] ppdet.engine INFO: Epoch: [64] [380/610] learning_rate: 0.213858 loss_vfl: 1.167090 loss_bbox: 0.605885 loss_dfl: 0.461906 loss: 2.239803 eta: 1 day, 10:02:39 batch_cost: 0.8669 data_cost: 0.0004 ips: 55.3673 images/s [03/12 19:39:53] ppdet.engine INFO: Epoch: [64] [400/610] learning_rate: 0.213833 loss_vfl: 1.180280 loss_bbox: 0.557293 loss_dfl: 0.429645 loss: 2.173254 eta: 1 day, 10:02:24 batch_cost: 0.8730 data_cost: 0.0004 ips: 54.9830 images/s [03/12 19:40:11] ppdet.engine INFO: Epoch: [64] [420/610] learning_rate: 0.213807 loss_vfl: 1.169123 loss_bbox: 0.596855 loss_dfl: 0.461446 loss: 2.258850 eta: 1 day, 10:02:03 batch_cost: 0.8065 data_cost: 0.0003 ips: 59.5143 images/s [03/12 19:40:30] ppdet.engine INFO: Epoch: [64] [440/610] learning_rate: 0.213781 loss_vfl: 1.146898 loss_bbox: 0.537048 loss_dfl: 0.429630 loss: 2.129827 eta: 1 day, 10:01:47 batch_cost: 0.8621 data_cost: 0.0003 ips: 55.6804 images/s [03/12 19:40:50] ppdet.engine INFO: Epoch: [64] [460/610] learning_rate: 0.213755 loss_vfl: 1.098985 loss_bbox: 0.538110 loss_dfl: 0.415712 loss: 2.029874 eta: 1 day, 10:01:30 batch_cost: 0.8628 data_cost: 0.0018 ips: 55.6353 images/s [03/12 19:41:08] ppdet.engine INFO: Epoch: [64] [480/610] learning_rate: 0.213730 loss_vfl: 1.124254 loss_bbox: 0.534854 loss_dfl: 0.422994 loss: 2.058944 eta: 1 day, 10:01:13 batch_cost: 0.8445 data_cost: 0.0004 ips: 56.8384 images/s [03/12 19:41:26] ppdet.engine INFO: Epoch: [64] [500/610] learning_rate: 0.213704 loss_vfl: 1.153687 loss_bbox: 0.579465 loss_dfl: 0.452369 loss: 2.220441 eta: 1 day, 10:00:48 batch_cost: 0.7448 data_cost: 0.0009 ips: 64.4426 images/s [03/12 19:41:45] ppdet.engine INFO: Epoch: [64] [520/610] learning_rate: 0.213678 loss_vfl: 1.206861 loss_bbox: 0.566012 loss_dfl: 0.441043 loss: 2.215240 eta: 1 day, 10:00:28 batch_cost: 0.8148 data_cost: 0.0023 ips: 58.9131 images/s [03/12 19:42:04] ppdet.engine INFO: Epoch: [64] [540/610] learning_rate: 0.213652 loss_vfl: 1.107343 loss_bbox: 0.523148 loss_dfl: 0.422757 loss: 2.045298 eta: 1 day, 10:00:11 batch_cost: 0.8548 data_cost: 0.0003 ips: 56.1549 images/s [03/12 19:42:22] ppdet.engine INFO: Epoch: [64] [560/610] learning_rate: 0.213626 loss_vfl: 1.154806 loss_bbox: 0.556468 loss_dfl: 0.425145 loss: 2.122601 eta: 1 day, 9:59:54 batch_cost: 0.8545 data_cost: 0.0007 ips: 56.1758 images/s [03/12 19:42:40] ppdet.engine INFO: Epoch: [64] [580/610] learning_rate: 0.213601 loss_vfl: 1.132060 loss_bbox: 0.528898 loss_dfl: 0.435837 loss: 2.107046 eta: 1 day, 9:59:32 batch_cost: 0.7884 data_cost: 0.0004 ips: 60.8838 images/s [03/12 19:42:59] ppdet.engine INFO: Epoch: [64] [600/610] learning_rate: 0.213575 loss_vfl: 1.194535 loss_bbox: 0.547396 loss_dfl: 0.436277 loss: 2.173815 eta: 1 day, 9:59:17 batch_cost: 0.8836 data_cost: 0.0004 ips: 54.3231 images/s [03/12 19:43:15] ppdet.engine INFO: Epoch: [65] [ 0/610] learning_rate: 0.213562 loss_vfl: 1.218224 loss_bbox: 0.582776 loss_dfl: 0.441155 loss: 2.239343 eta: 1 day, 9:59:25 batch_cost: 1.0888 data_cost: 0.1935 ips: 44.0867 images/s [03/12 19:43:35] ppdet.engine INFO: Epoch: [65] [ 20/610] learning_rate: 0.213536 loss_vfl: 1.184395 loss_bbox: 0.540483 loss_dfl: 0.432123 loss: 2.132298 eta: 1 day, 9:59:15 batch_cost: 0.9464 data_cost: 0.0003 ips: 50.7203 images/s [03/12 19:43:54] ppdet.engine INFO: Epoch: [65] [ 40/610] learning_rate: 0.213510 loss_vfl: 1.126184 loss_bbox: 0.519169 loss_dfl: 0.428977 loss: 2.064296 eta: 1 day, 9:58:57 batch_cost: 0.8458 data_cost: 0.0005 ips: 56.7522 images/s [03/12 19:44:15] ppdet.engine INFO: Epoch: [65] [ 60/610] learning_rate: 0.213484 loss_vfl: 1.193641 loss_bbox: 0.591249 loss_dfl: 0.460429 loss: 2.248894 eta: 1 day, 9:58:46 batch_cost: 0.9305 data_cost: 0.0016 ips: 51.5871 images/s [03/12 19:44:33] ppdet.engine INFO: Epoch: [65] [ 80/610] learning_rate: 0.213458 loss_vfl: 1.139544 loss_bbox: 0.570343 loss_dfl: 0.434750 loss: 2.136504 eta: 1 day, 9:58:28 batch_cost: 0.8447 data_cost: 0.0009 ips: 56.8275 images/s [03/12 19:44:53] ppdet.engine INFO: Epoch: [65] [100/610] learning_rate: 0.213433 loss_vfl: 1.108650 loss_bbox: 0.513679 loss_dfl: 0.417427 loss: 2.015835 eta: 1 day, 9:58:12 batch_cost: 0.8689 data_cost: 0.0003 ips: 55.2437 images/s [03/12 19:45:12] ppdet.engine INFO: Epoch: [65] [120/610] learning_rate: 0.213407 loss_vfl: 1.157117 loss_bbox: 0.560461 loss_dfl: 0.444564 loss: 2.145028 eta: 1 day, 9:57:57 batch_cost: 0.8804 data_cost: 0.0013 ips: 54.5230 images/s [03/12 19:45:31] ppdet.engine INFO: Epoch: [65] [140/610] learning_rate: 0.213381 loss_vfl: 1.146794 loss_bbox: 0.565106 loss_dfl: 0.433958 loss: 2.139188 eta: 1 day, 9:57:41 batch_cost: 0.8626 data_cost: 0.0006 ips: 55.6481 images/s [03/12 19:45:50] ppdet.engine INFO: Epoch: [65] [160/610] learning_rate: 0.213355 loss_vfl: 1.215303 loss_bbox: 0.559279 loss_dfl: 0.424591 loss: 2.209131 eta: 1 day, 9:57:22 batch_cost: 0.8324 data_cost: 0.0004 ips: 57.6638 images/s [03/12 19:46:09] ppdet.engine INFO: Epoch: [65] [180/610] learning_rate: 0.213329 loss_vfl: 1.178813 loss_bbox: 0.603699 loss_dfl: 0.455104 loss: 2.213049 eta: 1 day, 9:57:07 batch_cost: 0.8865 data_cost: 0.0004 ips: 54.1466 images/s [03/12 19:46:28] ppdet.engine INFO: Epoch: [65] [200/610] learning_rate: 0.213303 loss_vfl: 1.238025 loss_bbox: 0.585129 loss_dfl: 0.474880 loss: 2.270549 eta: 1 day, 9:56:52 batch_cost: 0.8860 data_cost: 0.0045 ips: 54.1776 images/s [03/12 19:46:48] ppdet.engine INFO: Epoch: [65] [220/610] learning_rate: 0.213277 loss_vfl: 1.133465 loss_bbox: 0.568323 loss_dfl: 0.444618 loss: 2.121805 eta: 1 day, 9:56:37 batch_cost: 0.8795 data_cost: 0.0003 ips: 54.5767 images/s [03/12 19:47:07] ppdet.engine INFO: Epoch: [65] [240/610] learning_rate: 0.213251 loss_vfl: 1.062693 loss_bbox: 0.502040 loss_dfl: 0.400273 loss: 1.948573 eta: 1 day, 9:56:23 batch_cost: 0.8939 data_cost: 0.0003 ips: 53.6949 images/s [03/12 19:47:27] ppdet.engine INFO: Epoch: [65] [260/610] learning_rate: 0.213225 loss_vfl: 1.186342 loss_bbox: 0.549848 loss_dfl: 0.428866 loss: 2.160858 eta: 1 day, 9:56:09 batch_cost: 0.8978 data_cost: 0.0003 ips: 53.4639 images/s [03/12 19:47:46] ppdet.engine INFO: Epoch: [65] [280/610] learning_rate: 0.213199 loss_vfl: 1.232725 loss_bbox: 0.567705 loss_dfl: 0.447056 loss: 2.240593 eta: 1 day, 9:55:56 batch_cost: 0.9047 data_cost: 0.0009 ips: 53.0566 images/s [03/12 19:48:06] ppdet.engine INFO: Epoch: [65] [300/610] learning_rate: 0.213173 loss_vfl: 1.283366 loss_bbox: 0.596507 loss_dfl: 0.466319 loss: 2.321742 eta: 1 day, 9:55:39 batch_cost: 0.8638 data_cost: 0.0003 ips: 55.5673 images/s [03/12 19:48:25] ppdet.engine INFO: Epoch: [65] [320/610] learning_rate: 0.213147 loss_vfl: 1.163492 loss_bbox: 0.563721 loss_dfl: 0.451327 loss: 2.165411 eta: 1 day, 9:55:22 batch_cost: 0.8441 data_cost: 0.0009 ips: 56.8625 images/s [03/12 19:48:44] ppdet.engine INFO: Epoch: [65] [340/610] learning_rate: 0.213121 loss_vfl: 1.218643 loss_bbox: 0.559927 loss_dfl: 0.453046 loss: 2.230470 eta: 1 day, 9:55:05 batch_cost: 0.8553 data_cost: 0.0003 ips: 56.1198 images/s [03/12 19:49:03] ppdet.engine INFO: Epoch: [65] [360/610] learning_rate: 0.213095 loss_vfl: 1.247957 loss_bbox: 0.596889 loss_dfl: 0.464388 loss: 2.333339 eta: 1 day, 9:54:50 batch_cost: 0.8951 data_cost: 0.0003 ips: 53.6246 images/s [03/12 19:49:23] ppdet.engine INFO: Epoch: [65] [380/610] learning_rate: 0.213069 loss_vfl: 1.130008 loss_bbox: 0.588360 loss_dfl: 0.458060 loss: 2.166990 eta: 1 day, 9:54:38 batch_cost: 0.9221 data_cost: 0.0009 ips: 52.0525 images/s [03/12 19:49:43] ppdet.engine INFO: Epoch: [65] [400/610] learning_rate: 0.213043 loss_vfl: 1.236049 loss_bbox: 0.594756 loss_dfl: 0.468760 loss: 2.293963 eta: 1 day, 9:54:23 batch_cost: 0.8743 data_cost: 0.0005 ips: 54.8982 images/s [03/12 19:50:02] ppdet.engine INFO: Epoch: [65] [420/610] learning_rate: 0.213017 loss_vfl: 1.256470 loss_bbox: 0.608861 loss_dfl: 0.457908 loss: 2.304749 eta: 1 day, 9:54:07 batch_cost: 0.8756 data_cost: 0.0004 ips: 54.8222 images/s [03/12 19:50:21] ppdet.engine INFO: Epoch: [65] [440/610] learning_rate: 0.212991 loss_vfl: 1.213847 loss_bbox: 0.624534 loss_dfl: 0.473423 loss: 2.309336 eta: 1 day, 9:53:53 batch_cost: 0.8899 data_cost: 0.0009 ips: 53.9380 images/s [03/12 19:50:40] ppdet.engine INFO: Epoch: [65] [460/610] learning_rate: 0.212965 loss_vfl: 1.177360 loss_bbox: 0.561866 loss_dfl: 0.439381 loss: 2.153172 eta: 1 day, 9:53:34 batch_cost: 0.8389 data_cost: 0.0010 ips: 57.2175 images/s [03/12 19:50:59] ppdet.engine INFO: Epoch: [65] [480/610] learning_rate: 0.212939 loss_vfl: 1.218365 loss_bbox: 0.559514 loss_dfl: 0.448646 loss: 2.214424 eta: 1 day, 9:53:18 batch_cost: 0.8624 data_cost: 0.0003 ips: 55.6595 images/s [03/12 19:51:18] ppdet.engine INFO: Epoch: [65] [500/610] learning_rate: 0.212912 loss_vfl: 1.235149 loss_bbox: 0.617387 loss_dfl: 0.468113 loss: 2.318609 eta: 1 day, 9:53:01 batch_cost: 0.8557 data_cost: 0.0003 ips: 56.0931 images/s [03/12 19:51:37] ppdet.engine INFO: Epoch: [65] [520/610] learning_rate: 0.212886 loss_vfl: 1.169635 loss_bbox: 0.567613 loss_dfl: 0.441977 loss: 2.151833 eta: 1 day, 9:52:43 batch_cost: 0.8432 data_cost: 0.0004 ips: 56.9283 images/s [03/12 19:51:57] ppdet.engine INFO: Epoch: [65] [540/610] learning_rate: 0.212860 loss_vfl: 1.128969 loss_bbox: 0.520737 loss_dfl: 0.421740 loss: 2.071849 eta: 1 day, 9:52:30 batch_cost: 0.9155 data_cost: 0.0003 ips: 52.4288 images/s [03/12 19:52:16] ppdet.engine INFO: Epoch: [65] [560/610] learning_rate: 0.212834 loss_vfl: 1.156614 loss_bbox: 0.564596 loss_dfl: 0.450283 loss: 2.168737 eta: 1 day, 9:52:16 batch_cost: 0.8893 data_cost: 0.0003 ips: 53.9723 images/s [03/12 19:52:34] ppdet.engine INFO: Epoch: [65] [580/610] learning_rate: 0.212808 loss_vfl: 1.150260 loss_bbox: 0.558659 loss_dfl: 0.436300 loss: 2.134631 eta: 1 day, 9:51:59 batch_cost: 0.8553 data_cost: 0.0009 ips: 56.1234 images/s [03/12 19:52:54] ppdet.engine INFO: Epoch: [65] [600/610] learning_rate: 0.212782 loss_vfl: 1.201173 loss_bbox: 0.591206 loss_dfl: 0.454770 loss: 2.249122 eta: 1 day, 9:51:43 batch_cost: 0.8748 data_cost: 0.0018 ips: 54.8715 images/s [03/12 19:53:09] ppdet.engine INFO: Epoch: [66] [ 0/610] learning_rate: 0.212769 loss_vfl: 1.226750 loss_bbox: 0.585752 loss_dfl: 0.458105 loss: 2.286092 eta: 1 day, 9:51:51 batch_cost: 1.0962 data_cost: 0.3053 ips: 43.7869 images/s [03/12 19:53:30] ppdet.engine INFO: Epoch: [66] [ 20/610] learning_rate: 0.212742 loss_vfl: 1.140887 loss_bbox: 0.557585 loss_dfl: 0.437868 loss: 2.155990 eta: 1 day, 9:51:42 batch_cost: 0.9568 data_cost: 0.0003 ips: 50.1662 images/s [03/12 19:53:49] ppdet.engine INFO: Epoch: [66] [ 40/610] learning_rate: 0.212716 loss_vfl: 1.188582 loss_bbox: 0.599892 loss_dfl: 0.460781 loss: 2.244705 eta: 1 day, 9:51:26 batch_cost: 0.8709 data_cost: 0.0003 ips: 55.1123 images/s [03/12 19:54:09] ppdet.engine INFO: Epoch: [66] [ 60/610] learning_rate: 0.212690 loss_vfl: 1.168893 loss_bbox: 0.581715 loss_dfl: 0.449201 loss: 2.199370 eta: 1 day, 9:51:11 batch_cost: 0.8899 data_cost: 0.0010 ips: 53.9402 images/s [03/12 19:54:28] ppdet.engine INFO: Epoch: [66] [ 80/610] learning_rate: 0.212664 loss_vfl: 1.208807 loss_bbox: 0.580606 loss_dfl: 0.447373 loss: 2.278913 eta: 1 day, 9:50:54 batch_cost: 0.8581 data_cost: 0.0023 ips: 55.9395 images/s [03/12 19:54:47] ppdet.engine INFO: Epoch: [66] [100/610] learning_rate: 0.212638 loss_vfl: 1.172570 loss_bbox: 0.574638 loss_dfl: 0.436905 loss: 2.170137 eta: 1 day, 9:50:40 batch_cost: 0.8914 data_cost: 0.0003 ips: 53.8476 images/s [03/12 19:55:07] ppdet.engine INFO: Epoch: [66] [120/610] learning_rate: 0.212611 loss_vfl: 1.133786 loss_bbox: 0.539009 loss_dfl: 0.423374 loss: 2.090810 eta: 1 day, 9:50:24 batch_cost: 0.8718 data_cost: 0.0003 ips: 55.0588 images/s [03/12 19:55:26] ppdet.engine INFO: Epoch: [66] [140/610] learning_rate: 0.212585 loss_vfl: 1.132963 loss_bbox: 0.548236 loss_dfl: 0.422996 loss: 2.088904 eta: 1 day, 9:50:09 batch_cost: 0.8866 data_cost: 0.0006 ips: 54.1387 images/s [03/12 19:55:45] ppdet.engine INFO: Epoch: [66] [160/610] learning_rate: 0.212559 loss_vfl: 1.181547 loss_bbox: 0.594603 loss_dfl: 0.462630 loss: 2.269782 eta: 1 day, 9:49:54 batch_cost: 0.8756 data_cost: 0.0003 ips: 54.8180 images/s [03/12 19:56:05] ppdet.engine INFO: Epoch: [66] [180/610] learning_rate: 0.212533 loss_vfl: 1.151121 loss_bbox: 0.545248 loss_dfl: 0.426774 loss: 2.107970 eta: 1 day, 9:49:40 batch_cost: 0.9070 data_cost: 0.0003 ips: 52.9244 images/s [03/12 19:56:23] ppdet.engine INFO: Epoch: [66] [200/610] learning_rate: 0.212506 loss_vfl: 1.192917 loss_bbox: 0.545666 loss_dfl: 0.440882 loss: 2.214233 eta: 1 day, 9:49:19 batch_cost: 0.8000 data_cost: 0.0004 ips: 59.9976 images/s [03/12 19:56:41] ppdet.engine INFO: Epoch: [66] [220/610] learning_rate: 0.212480 loss_vfl: 1.167056 loss_bbox: 0.574485 loss_dfl: 0.454486 loss: 2.205894 eta: 1 day, 9:48:58 batch_cost: 0.7971 data_cost: 0.0006 ips: 60.2209 images/s [03/12 19:57:01] ppdet.engine INFO: Epoch: [66] [240/610] learning_rate: 0.212454 loss_vfl: 1.203229 loss_bbox: 0.569554 loss_dfl: 0.447124 loss: 2.214409 eta: 1 day, 9:48:44 batch_cost: 0.8865 data_cost: 0.0016 ips: 54.1437 images/s [03/12 19:57:20] ppdet.engine INFO: Epoch: [66] [260/610] learning_rate: 0.212427 loss_vfl: 1.241118 loss_bbox: 0.590675 loss_dfl: 0.470823 loss: 2.336392 eta: 1 day, 9:48:27 batch_cost: 0.8596 data_cost: 0.0003 ips: 55.8383 images/s [03/12 19:57:38] ppdet.engine INFO: Epoch: [66] [280/610] learning_rate: 0.212401 loss_vfl: 1.110973 loss_bbox: 0.527813 loss_dfl: 0.422648 loss: 2.064471 eta: 1 day, 9:48:08 batch_cost: 0.8271 data_cost: 0.0008 ips: 58.0362 images/s [03/12 19:57:57] ppdet.engine INFO: Epoch: [66] [300/610] learning_rate: 0.212375 loss_vfl: 1.211944 loss_bbox: 0.591614 loss_dfl: 0.467867 loss: 2.263700 eta: 1 day, 9:47:48 batch_cost: 0.8191 data_cost: 0.0015 ips: 58.5990 images/s [03/12 19:58:15] ppdet.engine INFO: Epoch: [66] [320/610] learning_rate: 0.212348 loss_vfl: 1.200343 loss_bbox: 0.587827 loss_dfl: 0.458231 loss: 2.222157 eta: 1 day, 9:47:31 batch_cost: 0.8487 data_cost: 0.0003 ips: 56.5572 images/s [03/12 19:58:35] ppdet.engine INFO: Epoch: [66] [340/610] learning_rate: 0.212322 loss_vfl: 1.156179 loss_bbox: 0.566673 loss_dfl: 0.438150 loss: 2.146928 eta: 1 day, 9:47:14 batch_cost: 0.8616 data_cost: 0.0011 ips: 55.7121 images/s [03/12 19:58:55] ppdet.engine INFO: Epoch: [66] [360/610] learning_rate: 0.212296 loss_vfl: 1.216093 loss_bbox: 0.588071 loss_dfl: 0.462795 loss: 2.274139 eta: 1 day, 9:47:02 batch_cost: 0.9165 data_cost: 0.0003 ips: 52.3708 images/s [03/12 19:59:14] ppdet.engine INFO: Epoch: [66] [380/610] learning_rate: 0.212269 loss_vfl: 1.220549 loss_bbox: 0.589731 loss_dfl: 0.456972 loss: 2.255601 eta: 1 day, 9:46:46 batch_cost: 0.8784 data_cost: 0.0016 ips: 54.6455 images/s [03/12 19:59:32] ppdet.engine INFO: Epoch: [66] [400/610] learning_rate: 0.212243 loss_vfl: 1.107014 loss_bbox: 0.563622 loss_dfl: 0.434396 loss: 2.096687 eta: 1 day, 9:46:29 batch_cost: 0.8460 data_cost: 0.0003 ips: 56.7406 images/s [03/12 19:59:51] ppdet.engine INFO: Epoch: [66] [420/610] learning_rate: 0.212216 loss_vfl: 1.158228 loss_bbox: 0.553380 loss_dfl: 0.431889 loss: 2.164300 eta: 1 day, 9:46:10 batch_cost: 0.8360 data_cost: 0.0003 ips: 57.4135 images/s [03/12 20:00:10] ppdet.engine INFO: Epoch: [66] [440/610] learning_rate: 0.212190 loss_vfl: 1.138487 loss_bbox: 0.551749 loss_dfl: 0.427004 loss: 2.122385 eta: 1 day, 9:45:54 batch_cost: 0.8696 data_cost: 0.0003 ips: 55.1952 images/s [03/12 20:00:29] ppdet.engine INFO: Epoch: [66] [460/610] learning_rate: 0.212164 loss_vfl: 1.168030 loss_bbox: 0.566819 loss_dfl: 0.439039 loss: 2.199312 eta: 1 day, 9:45:35 batch_cost: 0.8315 data_cost: 0.0014 ips: 57.7251 images/s [03/12 20:00:48] ppdet.engine INFO: Epoch: [66] [480/610] learning_rate: 0.212137 loss_vfl: 1.243021 loss_bbox: 0.620069 loss_dfl: 0.470244 loss: 2.385389 eta: 1 day, 9:45:18 batch_cost: 0.8479 data_cost: 0.0003 ips: 56.6107 images/s [03/12 20:01:07] ppdet.engine INFO: Epoch: [66] [500/610] learning_rate: 0.212111 loss_vfl: 1.199407 loss_bbox: 0.582519 loss_dfl: 0.461525 loss: 2.224303 eta: 1 day, 9:45:01 batch_cost: 0.8543 data_cost: 0.0003 ips: 56.1856 images/s [03/12 20:01:26] ppdet.engine INFO: Epoch: [66] [520/610] learning_rate: 0.212084 loss_vfl: 1.222785 loss_bbox: 0.601034 loss_dfl: 0.473708 loss: 2.315469 eta: 1 day, 9:44:43 batch_cost: 0.8469 data_cost: 0.0003 ips: 56.6745 images/s [03/12 20:01:45] ppdet.engine INFO: Epoch: [66] [540/610] learning_rate: 0.212058 loss_vfl: 1.206099 loss_bbox: 0.565705 loss_dfl: 0.444694 loss: 2.224956 eta: 1 day, 9:44:26 batch_cost: 0.8451 data_cost: 0.0023 ips: 56.7969 images/s [03/12 20:02:03] ppdet.engine INFO: Epoch: [66] [560/610] learning_rate: 0.212031 loss_vfl: 1.125412 loss_bbox: 0.532614 loss_dfl: 0.413849 loss: 2.069292 eta: 1 day, 9:44:09 batch_cost: 0.8575 data_cost: 0.0003 ips: 55.9735 images/s [03/12 20:02:23] ppdet.engine INFO: Epoch: [66] [580/610] learning_rate: 0.212005 loss_vfl: 1.167309 loss_bbox: 0.561652 loss_dfl: 0.428491 loss: 2.178752 eta: 1 day, 9:43:51 batch_cost: 0.8514 data_cost: 0.0003 ips: 56.3746 images/s [03/12 20:02:41] ppdet.engine INFO: Epoch: [66] [600/610] learning_rate: 0.211978 loss_vfl: 1.130227 loss_bbox: 0.540921 loss_dfl: 0.434089 loss: 2.134475 eta: 1 day, 9:43:32 batch_cost: 0.8158 data_cost: 0.0004 ips: 58.8373 images/s [03/12 20:02:54] ppdet.engine INFO: Epoch: [67] [ 0/610] learning_rate: 0.211965 loss_vfl: 1.143680 loss_bbox: 0.570271 loss_dfl: 0.450755 loss: 2.180222 eta: 1 day, 9:43:32 batch_cost: 0.9408 data_cost: 0.2169 ips: 51.0221 images/s [03/12 20:03:16] ppdet.engine INFO: Epoch: [67] [ 20/610] learning_rate: 0.211939 loss_vfl: 1.116850 loss_bbox: 0.537863 loss_dfl: 0.426892 loss: 2.108165 eta: 1 day, 9:43:22 batch_cost: 0.9651 data_cost: 0.0004 ips: 49.7364 images/s [03/12 20:03:35] ppdet.engine INFO: Epoch: [67] [ 40/610] learning_rate: 0.211912 loss_vfl: 1.147894 loss_bbox: 0.535892 loss_dfl: 0.420540 loss: 2.106260 eta: 1 day, 9:43:07 batch_cost: 0.8709 data_cost: 0.0005 ips: 55.1149 images/s [03/12 20:03:54] ppdet.engine INFO: Epoch: [67] [ 60/610] learning_rate: 0.211886 loss_vfl: 1.140054 loss_bbox: 0.575305 loss_dfl: 0.449897 loss: 2.154706 eta: 1 day, 9:42:47 batch_cost: 0.8186 data_cost: 0.0006 ips: 58.6400 images/s [03/12 20:04:13] ppdet.engine INFO: Epoch: [67] [ 80/610] learning_rate: 0.211859 loss_vfl: 1.172302 loss_bbox: 0.588930 loss_dfl: 0.461344 loss: 2.186629 eta: 1 day, 9:42:29 batch_cost: 0.8357 data_cost: 0.0006 ips: 57.4348 images/s [03/12 20:04:32] ppdet.engine INFO: Epoch: [67] [100/610] learning_rate: 0.211832 loss_vfl: 1.201959 loss_bbox: 0.584310 loss_dfl: 0.451059 loss: 2.234293 eta: 1 day, 9:42:11 batch_cost: 0.8420 data_cost: 0.0011 ips: 57.0096 images/s [03/12 20:04:51] ppdet.engine INFO: Epoch: [67] [120/610] learning_rate: 0.211806 loss_vfl: 1.142926 loss_bbox: 0.540623 loss_dfl: 0.426807 loss: 2.099558 eta: 1 day, 9:41:56 batch_cost: 0.8954 data_cost: 0.0004 ips: 53.6085 images/s [03/12 20:05:11] ppdet.engine INFO: Epoch: [67] [140/610] learning_rate: 0.211779 loss_vfl: 1.219315 loss_bbox: 0.563459 loss_dfl: 0.460535 loss: 2.298237 eta: 1 day, 9:41:41 batch_cost: 0.8752 data_cost: 0.0006 ips: 54.8434 images/s [03/12 20:05:30] ppdet.engine INFO: Epoch: [67] [160/610] learning_rate: 0.211753 loss_vfl: 1.214564 loss_bbox: 0.612797 loss_dfl: 0.481156 loss: 2.334730 eta: 1 day, 9:41:25 batch_cost: 0.8704 data_cost: 0.0004 ips: 55.1487 images/s [03/12 20:05:49] ppdet.engine INFO: Epoch: [67] [180/610] learning_rate: 0.211726 loss_vfl: 1.163686 loss_bbox: 0.555231 loss_dfl: 0.430518 loss: 2.119323 eta: 1 day, 9:41:08 batch_cost: 0.8529 data_cost: 0.0010 ips: 56.2788 images/s [03/12 20:06:08] ppdet.engine INFO: Epoch: [67] [200/610] learning_rate: 0.211699 loss_vfl: 1.166072 loss_bbox: 0.559951 loss_dfl: 0.442374 loss: 2.184616 eta: 1 day, 9:40:50 batch_cost: 0.8458 data_cost: 0.0004 ips: 56.7492 images/s [03/12 20:06:26] ppdet.engine INFO: Epoch: [67] [220/610] learning_rate: 0.211673 loss_vfl: 1.161553 loss_bbox: 0.553015 loss_dfl: 0.458097 loss: 2.172665 eta: 1 day, 9:40:30 batch_cost: 0.8193 data_cost: 0.0004 ips: 58.5879 images/s [03/12 20:06:44] ppdet.engine INFO: Epoch: [67] [240/610] learning_rate: 0.211646 loss_vfl: 1.181733 loss_bbox: 0.581262 loss_dfl: 0.462114 loss: 2.253206 eta: 1 day, 9:40:09 batch_cost: 0.7936 data_cost: 0.0004 ips: 60.4802 images/s [03/12 20:07:03] ppdet.engine INFO: Epoch: [67] [260/610] learning_rate: 0.211620 loss_vfl: 1.228624 loss_bbox: 0.592179 loss_dfl: 0.454782 loss: 2.305544 eta: 1 day, 9:39:53 batch_cost: 0.8671 data_cost: 0.0004 ips: 55.3575 images/s [03/12 20:07:23] ppdet.engine INFO: Epoch: [67] [280/610] learning_rate: 0.211593 loss_vfl: 1.175756 loss_bbox: 0.579623 loss_dfl: 0.451143 loss: 2.214698 eta: 1 day, 9:39:38 batch_cost: 0.8804 data_cost: 0.0003 ips: 54.5222 images/s [03/12 20:07:42] ppdet.engine INFO: Epoch: [67] [300/610] learning_rate: 0.211566 loss_vfl: 1.144425 loss_bbox: 0.559597 loss_dfl: 0.448267 loss: 2.142201 eta: 1 day, 9:39:20 batch_cost: 0.8411 data_cost: 0.0014 ips: 57.0706 images/s [03/12 20:08:00] ppdet.engine INFO: Epoch: [67] [320/610] learning_rate: 0.211540 loss_vfl: 1.121755 loss_bbox: 0.556297 loss_dfl: 0.431640 loss: 2.106625 eta: 1 day, 9:39:01 batch_cost: 0.8308 data_cost: 0.0003 ips: 57.7778 images/s [03/12 20:08:19] ppdet.engine INFO: Epoch: [67] [340/610] learning_rate: 0.211513 loss_vfl: 1.201463 loss_bbox: 0.587236 loss_dfl: 0.462679 loss: 2.291704 eta: 1 day, 9:38:44 batch_cost: 0.8543 data_cost: 0.0003 ips: 56.1869 images/s [03/12 20:08:39] ppdet.engine INFO: Epoch: [67] [360/610] learning_rate: 0.211486 loss_vfl: 1.184245 loss_bbox: 0.587559 loss_dfl: 0.460629 loss: 2.246111 eta: 1 day, 9:38:31 batch_cost: 0.9074 data_cost: 0.0009 ips: 52.9006 images/s [03/12 20:08:57] ppdet.engine INFO: Epoch: [67] [380/610] learning_rate: 0.211459 loss_vfl: 1.181759 loss_bbox: 0.545267 loss_dfl: 0.446987 loss: 2.185049 eta: 1 day, 9:38:12 batch_cost: 0.8277 data_cost: 0.0003 ips: 57.9946 images/s [03/12 20:09:16] ppdet.engine INFO: Epoch: [67] [400/610] learning_rate: 0.211433 loss_vfl: 1.163394 loss_bbox: 0.580751 loss_dfl: 0.454034 loss: 2.186053 eta: 1 day, 9:37:55 batch_cost: 0.8580 data_cost: 0.0020 ips: 55.9419 images/s [03/12 20:09:35] ppdet.engine INFO: Epoch: [67] [420/610] learning_rate: 0.211406 loss_vfl: 1.170761 loss_bbox: 0.597315 loss_dfl: 0.458058 loss: 2.254358 eta: 1 day, 9:37:38 batch_cost: 0.8650 data_cost: 0.0009 ips: 55.4901 images/s [03/12 20:09:54] ppdet.engine INFO: Epoch: [67] [440/610] learning_rate: 0.211379 loss_vfl: 1.229697 loss_bbox: 0.581203 loss_dfl: 0.459674 loss: 2.265441 eta: 1 day, 9:37:20 batch_cost: 0.8394 data_cost: 0.0003 ips: 57.1831 images/s [03/12 20:10:13] ppdet.engine INFO: Epoch: [67] [460/610] learning_rate: 0.211352 loss_vfl: 1.173789 loss_bbox: 0.555536 loss_dfl: 0.449167 loss: 2.151080 eta: 1 day, 9:37:04 batch_cost: 0.8617 data_cost: 0.0033 ips: 55.7022 images/s [03/12 20:10:32] ppdet.engine INFO: Epoch: [67] [480/610] learning_rate: 0.211326 loss_vfl: 1.212452 loss_bbox: 0.601007 loss_dfl: 0.453605 loss: 2.272374 eta: 1 day, 9:36:46 batch_cost: 0.8456 data_cost: 0.0003 ips: 56.7659 images/s [03/12 20:10:51] ppdet.engine INFO: Epoch: [67] [500/610] learning_rate: 0.211299 loss_vfl: 1.176984 loss_bbox: 0.593257 loss_dfl: 0.450033 loss: 2.164277 eta: 1 day, 9:36:29 batch_cost: 0.8534 data_cost: 0.0054 ips: 56.2458 images/s [03/12 20:11:11] ppdet.engine INFO: Epoch: [67] [520/610] learning_rate: 0.211272 loss_vfl: 1.224755 loss_bbox: 0.597007 loss_dfl: 0.469098 loss: 2.310482 eta: 1 day, 9:36:14 batch_cost: 0.8850 data_cost: 0.0008 ips: 54.2377 images/s [03/12 20:11:29] ppdet.engine INFO: Epoch: [67] [540/610] learning_rate: 0.211245 loss_vfl: 1.164863 loss_bbox: 0.534363 loss_dfl: 0.421348 loss: 2.117613 eta: 1 day, 9:35:54 batch_cost: 0.8074 data_cost: 0.0003 ips: 59.4533 images/s [03/12 20:11:48] ppdet.engine INFO: Epoch: [67] [560/610] learning_rate: 0.211219 loss_vfl: 1.180096 loss_bbox: 0.555491 loss_dfl: 0.433863 loss: 2.185873 eta: 1 day, 9:35:37 batch_cost: 0.8554 data_cost: 0.0010 ips: 56.1159 images/s [03/12 20:12:07] ppdet.engine INFO: Epoch: [67] [580/610] learning_rate: 0.211192 loss_vfl: 1.230663 loss_bbox: 0.570540 loss_dfl: 0.446928 loss: 2.254940 eta: 1 day, 9:35:19 batch_cost: 0.8462 data_cost: 0.0003 ips: 56.7257 images/s [03/12 20:12:25] ppdet.engine INFO: Epoch: [67] [600/610] learning_rate: 0.211165 loss_vfl: 1.171447 loss_bbox: 0.563209 loss_dfl: 0.452036 loss: 2.167211 eta: 1 day, 9:34:58 batch_cost: 0.7941 data_cost: 0.0016 ips: 60.4478 images/s [03/12 20:12:40] ppdet.engine INFO: Epoch: [68] [ 0/610] learning_rate: 0.211151 loss_vfl: 1.213993 loss_bbox: 0.596592 loss_dfl: 0.456275 loss: 2.242372 eta: 1 day, 9:35:03 batch_cost: 1.0266 data_cost: 0.2556 ips: 46.7584 images/s [03/12 20:13:00] ppdet.engine INFO: Epoch: [68] [ 20/610] learning_rate: 0.211125 loss_vfl: 1.166620 loss_bbox: 0.556629 loss_dfl: 0.459092 loss: 2.170424 eta: 1 day, 9:34:48 batch_cost: 0.8866 data_cost: 0.0003 ips: 54.1397 images/s [03/12 20:13:19] ppdet.engine INFO: Epoch: [68] [ 40/610] learning_rate: 0.211098 loss_vfl: 1.095757 loss_bbox: 0.543294 loss_dfl: 0.424536 loss: 2.054505 eta: 1 day, 9:34:31 batch_cost: 0.8628 data_cost: 0.0003 ips: 55.6336 images/s [03/12 20:13:38] ppdet.engine INFO: Epoch: [68] [ 60/610] learning_rate: 0.211071 loss_vfl: 1.129285 loss_bbox: 0.534154 loss_dfl: 0.419452 loss: 2.070670 eta: 1 day, 9:34:13 batch_cost: 0.8397 data_cost: 0.0003 ips: 57.1631 images/s [03/12 20:13:57] ppdet.engine INFO: Epoch: [68] [ 80/610] learning_rate: 0.211044 loss_vfl: 1.157519 loss_bbox: 0.558471 loss_dfl: 0.459886 loss: 2.201909 eta: 1 day, 9:33:58 batch_cost: 0.8821 data_cost: 0.0003 ips: 54.4168 images/s [03/12 20:14:16] ppdet.engine INFO: Epoch: [68] [100/610] learning_rate: 0.211017 loss_vfl: 1.144260 loss_bbox: 0.573856 loss_dfl: 0.424553 loss: 2.129666 eta: 1 day, 9:33:39 batch_cost: 0.8257 data_cost: 0.0003 ips: 58.1327 images/s [03/12 20:14:35] ppdet.engine INFO: Epoch: [68] [120/610] learning_rate: 0.210990 loss_vfl: 1.210847 loss_bbox: 0.588888 loss_dfl: 0.457548 loss: 2.241956 eta: 1 day, 9:33:22 batch_cost: 0.8545 data_cost: 0.0035 ips: 56.1704 images/s [03/12 20:14:55] ppdet.engine INFO: Epoch: [68] [140/610] learning_rate: 0.210963 loss_vfl: 1.195035 loss_bbox: 0.585841 loss_dfl: 0.458376 loss: 2.232089 eta: 1 day, 9:33:06 batch_cost: 0.8661 data_cost: 0.0003 ips: 55.4209 images/s [03/12 20:15:13] ppdet.engine INFO: Epoch: [68] [160/610] learning_rate: 0.210936 loss_vfl: 1.173502 loss_bbox: 0.585303 loss_dfl: 0.462006 loss: 2.225034 eta: 1 day, 9:32:45 batch_cost: 0.8072 data_cost: 0.0003 ips: 59.4643 images/s [03/12 20:15:31] ppdet.engine INFO: Epoch: [68] [180/610] learning_rate: 0.210909 loss_vfl: 1.134020 loss_bbox: 0.554204 loss_dfl: 0.432609 loss: 2.153916 eta: 1 day, 9:32:27 batch_cost: 0.8310 data_cost: 0.0009 ips: 57.7591 images/s [03/12 20:15:50] ppdet.engine INFO: Epoch: [68] [200/610] learning_rate: 0.210883 loss_vfl: 1.167279 loss_bbox: 0.597247 loss_dfl: 0.455418 loss: 2.248009 eta: 1 day, 9:32:10 batch_cost: 0.8615 data_cost: 0.0008 ips: 55.7191 images/s [03/12 20:16:09] ppdet.engine INFO: Epoch: [68] [220/610] learning_rate: 0.210856 loss_vfl: 1.195884 loss_bbox: 0.555855 loss_dfl: 0.441728 loss: 2.190821 eta: 1 day, 9:31:51 batch_cost: 0.8221 data_cost: 0.0003 ips: 58.3881 images/s [03/12 20:16:28] ppdet.engine INFO: Epoch: [68] [240/610] learning_rate: 0.210829 loss_vfl: 1.112707 loss_bbox: 0.518139 loss_dfl: 0.424342 loss: 2.031267 eta: 1 day, 9:31:36 batch_cost: 0.8848 data_cost: 0.0003 ips: 54.2481 images/s [03/12 20:16:47] ppdet.engine INFO: Epoch: [68] [260/610] learning_rate: 0.210802 loss_vfl: 1.144565 loss_bbox: 0.562454 loss_dfl: 0.434231 loss: 2.162315 eta: 1 day, 9:31:16 batch_cost: 0.8225 data_cost: 0.0003 ips: 58.3593 images/s [03/12 20:17:06] ppdet.engine INFO: Epoch: [68] [280/610] learning_rate: 0.210775 loss_vfl: 1.162305 loss_bbox: 0.567720 loss_dfl: 0.447986 loss: 2.189283 eta: 1 day, 9:31:00 batch_cost: 0.8697 data_cost: 0.0003 ips: 55.1944 images/s [03/12 20:17:25] ppdet.engine INFO: Epoch: [68] [300/610] learning_rate: 0.210748 loss_vfl: 1.175296 loss_bbox: 0.592659 loss_dfl: 0.451544 loss: 2.239379 eta: 1 day, 9:30:44 batch_cost: 0.8673 data_cost: 0.0003 ips: 55.3414 images/s [03/12 20:17:44] ppdet.engine INFO: Epoch: [68] [320/610] learning_rate: 0.210721 loss_vfl: 1.209681 loss_bbox: 0.565810 loss_dfl: 0.449433 loss: 2.196824 eta: 1 day, 9:30:27 batch_cost: 0.8579 data_cost: 0.0003 ips: 55.9486 images/s [03/12 20:18:03] ppdet.engine INFO: Epoch: [68] [340/610] learning_rate: 0.210694 loss_vfl: 1.169461 loss_bbox: 0.585107 loss_dfl: 0.444909 loss: 2.202560 eta: 1 day, 9:30:12 batch_cost: 0.8751 data_cost: 0.0003 ips: 54.8532 images/s [03/12 20:18:22] ppdet.engine INFO: Epoch: [68] [360/610] learning_rate: 0.210667 loss_vfl: 1.144952 loss_bbox: 0.577367 loss_dfl: 0.451819 loss: 2.142149 eta: 1 day, 9:29:55 batch_cost: 0.8643 data_cost: 0.0003 ips: 55.5364 images/s [03/12 20:18:40] ppdet.engine INFO: Epoch: [68] [380/610] learning_rate: 0.210640 loss_vfl: 1.182219 loss_bbox: 0.577968 loss_dfl: 0.443777 loss: 2.213443 eta: 1 day, 9:29:35 batch_cost: 0.8106 data_cost: 0.0003 ips: 59.2152 images/s [03/12 20:18:59] ppdet.engine INFO: Epoch: [68] [400/610] learning_rate: 0.210613 loss_vfl: 1.196936 loss_bbox: 0.559199 loss_dfl: 0.437154 loss: 2.209197 eta: 1 day, 9:29:16 batch_cost: 0.8243 data_cost: 0.0009 ips: 58.2322 images/s [03/12 20:19:18] ppdet.engine INFO: Epoch: [68] [420/610] learning_rate: 0.210585 loss_vfl: 1.184308 loss_bbox: 0.557119 loss_dfl: 0.446766 loss: 2.189073 eta: 1 day, 9:28:56 batch_cost: 0.8086 data_cost: 0.0011 ips: 59.3603 images/s [03/12 20:19:37] ppdet.engine INFO: Epoch: [68] [440/610] learning_rate: 0.210558 loss_vfl: 1.328775 loss_bbox: 0.619031 loss_dfl: 0.482274 loss: 2.434476 eta: 1 day, 9:28:37 batch_cost: 0.8240 data_cost: 0.0003 ips: 58.2541 images/s [03/12 20:19:56] ppdet.engine INFO: Epoch: [68] [460/610] learning_rate: 0.210531 loss_vfl: 1.159713 loss_bbox: 0.542798 loss_dfl: 0.433504 loss: 2.102007 eta: 1 day, 9:28:20 batch_cost: 0.8564 data_cost: 0.0004 ips: 56.0460 images/s [03/12 20:20:15] ppdet.engine INFO: Epoch: [68] [480/610] learning_rate: 0.210504 loss_vfl: 1.214604 loss_bbox: 0.560653 loss_dfl: 0.449524 loss: 2.201783 eta: 1 day, 9:28:03 batch_cost: 0.8547 data_cost: 0.0003 ips: 56.1579 images/s [03/12 20:20:34] ppdet.engine INFO: Epoch: [68] [500/610] learning_rate: 0.210477 loss_vfl: 1.137383 loss_bbox: 0.568351 loss_dfl: 0.426030 loss: 2.082378 eta: 1 day, 9:27:46 batch_cost: 0.8528 data_cost: 0.0003 ips: 56.2833 images/s [03/12 20:20:53] ppdet.engine INFO: Epoch: [68] [520/610] learning_rate: 0.210450 loss_vfl: 1.199170 loss_bbox: 0.573674 loss_dfl: 0.463381 loss: 2.243045 eta: 1 day, 9:27:27 batch_cost: 0.8345 data_cost: 0.0003 ips: 57.5162 images/s [03/12 20:21:11] ppdet.engine INFO: Epoch: [68] [540/610] learning_rate: 0.210423 loss_vfl: 1.216628 loss_bbox: 0.556146 loss_dfl: 0.445310 loss: 2.210985 eta: 1 day, 9:27:08 batch_cost: 0.8185 data_cost: 0.0003 ips: 58.6472 images/s [03/12 20:21:30] ppdet.engine INFO: Epoch: [68] [560/610] learning_rate: 0.210396 loss_vfl: 1.123521 loss_bbox: 0.538294 loss_dfl: 0.422688 loss: 2.076385 eta: 1 day, 9:26:51 batch_cost: 0.8583 data_cost: 0.0003 ips: 55.9222 images/s [03/12 20:21:48] ppdet.engine INFO: Epoch: [68] [580/610] learning_rate: 0.210369 loss_vfl: 1.191897 loss_bbox: 0.542811 loss_dfl: 0.429676 loss: 2.183992 eta: 1 day, 9:26:29 batch_cost: 0.7820 data_cost: 0.0003 ips: 61.3794 images/s [03/12 20:22:07] ppdet.engine INFO: Epoch: [68] [600/610] learning_rate: 0.210341 loss_vfl: 1.124569 loss_bbox: 0.522109 loss_dfl: 0.410284 loss: 2.061535 eta: 1 day, 9:26:11 batch_cost: 0.8397 data_cost: 0.0003 ips: 57.1667 images/s [03/12 20:22:21] ppdet.engine INFO: Epoch: [69] [ 0/610] learning_rate: 0.210328 loss_vfl: 1.137306 loss_bbox: 0.546060 loss_dfl: 0.430710 loss: 2.119305 eta: 1 day, 9:26:15 batch_cost: 1.0266 data_cost: 0.2353 ips: 46.7559 images/s [03/12 20:22:41] ppdet.engine INFO: Epoch: [69] [ 20/610] learning_rate: 0.210301 loss_vfl: 1.196945 loss_bbox: 0.576557 loss_dfl: 0.458287 loss: 2.218325 eta: 1 day, 9:26:02 batch_cost: 0.9180 data_cost: 0.0003 ips: 52.2850 images/s [03/12 20:23:00] ppdet.engine INFO: Epoch: [69] [ 40/610] learning_rate: 0.210273 loss_vfl: 1.182137 loss_bbox: 0.576756 loss_dfl: 0.448831 loss: 2.209692 eta: 1 day, 9:25:46 batch_cost: 0.8698 data_cost: 0.0003 ips: 55.1821 images/s [03/12 20:23:19] ppdet.engine INFO: Epoch: [69] [ 60/610] learning_rate: 0.210246 loss_vfl: 1.114162 loss_bbox: 0.562422 loss_dfl: 0.427599 loss: 2.094654 eta: 1 day, 9:25:30 batch_cost: 0.8625 data_cost: 0.0006 ips: 55.6499 images/s [03/12 20:23:38] ppdet.engine INFO: Epoch: [69] [ 80/610] learning_rate: 0.210219 loss_vfl: 1.219880 loss_bbox: 0.582559 loss_dfl: 0.469264 loss: 2.298292 eta: 1 day, 9:25:12 batch_cost: 0.8520 data_cost: 0.0003 ips: 56.3385 images/s [03/12 20:23:57] ppdet.engine INFO: Epoch: [69] [100/610] learning_rate: 0.210192 loss_vfl: 1.163415 loss_bbox: 0.566769 loss_dfl: 0.453704 loss: 2.158118 eta: 1 day, 9:24:56 batch_cost: 0.8607 data_cost: 0.0003 ips: 55.7673 images/s [03/12 20:24:16] ppdet.engine INFO: Epoch: [69] [120/610] learning_rate: 0.210165 loss_vfl: 1.197941 loss_bbox: 0.543282 loss_dfl: 0.444466 loss: 2.201147 eta: 1 day, 9:24:38 batch_cost: 0.8391 data_cost: 0.0014 ips: 57.2046 images/s [03/12 20:24:35] ppdet.engine INFO: Epoch: [69] [140/610] learning_rate: 0.210137 loss_vfl: 1.158015 loss_bbox: 0.578730 loss_dfl: 0.442662 loss: 2.178178 eta: 1 day, 9:24:18 batch_cost: 0.8181 data_cost: 0.0003 ips: 58.6714 images/s [03/12 20:24:53] ppdet.engine INFO: Epoch: [69] [160/610] learning_rate: 0.210110 loss_vfl: 1.114808 loss_bbox: 0.533714 loss_dfl: 0.405463 loss: 2.039282 eta: 1 day, 9:24:01 batch_cost: 0.8481 data_cost: 0.0003 ips: 56.5973 images/s [03/12 20:25:11] ppdet.engine INFO: Epoch: [69] [180/610] learning_rate: 0.210083 loss_vfl: 1.204457 loss_bbox: 0.612717 loss_dfl: 0.470885 loss: 2.304660 eta: 1 day, 9:23:42 batch_cost: 0.8302 data_cost: 0.0009 ips: 57.8146 images/s [03/12 20:25:31] ppdet.engine INFO: Epoch: [69] [200/610] learning_rate: 0.210056 loss_vfl: 1.191191 loss_bbox: 0.577666 loss_dfl: 0.454916 loss: 2.243321 eta: 1 day, 9:23:26 batch_cost: 0.8725 data_cost: 0.0003 ips: 55.0147 images/s [03/12 20:25:49] ppdet.engine INFO: Epoch: [69] [220/610] learning_rate: 0.210028 loss_vfl: 1.123358 loss_bbox: 0.548175 loss_dfl: 0.430877 loss: 2.089859 eta: 1 day, 9:23:09 batch_cost: 0.8487 data_cost: 0.0003 ips: 56.5595 images/s [03/12 20:26:08] ppdet.engine INFO: Epoch: [69] [240/610] learning_rate: 0.210001 loss_vfl: 1.112370 loss_bbox: 0.531433 loss_dfl: 0.422716 loss: 2.071794 eta: 1 day, 9:22:50 batch_cost: 0.8349 data_cost: 0.0003 ips: 57.4923 images/s [03/12 20:26:26] ppdet.engine INFO: Epoch: [69] [260/610] learning_rate: 0.209974 loss_vfl: 1.201170 loss_bbox: 0.579461 loss_dfl: 0.474480 loss: 2.245924 eta: 1 day, 9:22:30 batch_cost: 0.8019 data_cost: 0.0003 ips: 59.8596 images/s [03/12 20:26:44] ppdet.engine INFO: Epoch: [69] [280/610] learning_rate: 0.209946 loss_vfl: 1.209931 loss_bbox: 0.593920 loss_dfl: 0.470577 loss: 2.275029 eta: 1 day, 9:22:11 batch_cost: 0.8242 data_cost: 0.0003 ips: 58.2378 images/s [03/12 20:27:03] ppdet.engine INFO: Epoch: [69] [300/610] learning_rate: 0.209919 loss_vfl: 1.185087 loss_bbox: 0.545244 loss_dfl: 0.443186 loss: 2.149498 eta: 1 day, 9:21:54 batch_cost: 0.8589 data_cost: 0.0003 ips: 55.8851 images/s [03/12 20:27:21] ppdet.engine INFO: Epoch: [69] [320/610] learning_rate: 0.209892 loss_vfl: 1.276463 loss_bbox: 0.602596 loss_dfl: 0.485688 loss: 2.413491 eta: 1 day, 9:21:34 batch_cost: 0.8167 data_cost: 0.0003 ips: 58.7738 images/s [03/12 20:27:41] ppdet.engine INFO: Epoch: [69] [340/610] learning_rate: 0.209864 loss_vfl: 1.157836 loss_bbox: 0.562960 loss_dfl: 0.441267 loss: 2.158691 eta: 1 day, 9:21:19 batch_cost: 0.8816 data_cost: 0.0003 ips: 54.4484 images/s [03/12 20:28:00] ppdet.engine INFO: Epoch: [69] [360/610] learning_rate: 0.209837 loss_vfl: 1.135841 loss_bbox: 0.562212 loss_dfl: 0.447680 loss: 2.150244 eta: 1 day, 9:21:01 batch_cost: 0.8424 data_cost: 0.0003 ips: 56.9775 images/s [03/12 20:28:18] ppdet.engine INFO: Epoch: [69] [380/610] learning_rate: 0.209810 loss_vfl: 1.148111 loss_bbox: 0.552776 loss_dfl: 0.444051 loss: 2.146376 eta: 1 day, 9:20:43 batch_cost: 0.8428 data_cost: 0.0008 ips: 56.9556 images/s [03/12 20:28:37] ppdet.engine INFO: Epoch: [69] [400/610] learning_rate: 0.209782 loss_vfl: 1.227700 loss_bbox: 0.580310 loss_dfl: 0.468334 loss: 2.274108 eta: 1 day, 9:20:27 batch_cost: 0.8673 data_cost: 0.0008 ips: 55.3433 images/s [03/12 20:28:55] ppdet.engine INFO: Epoch: [69] [420/610] learning_rate: 0.209755 loss_vfl: 1.109784 loss_bbox: 0.499274 loss_dfl: 0.406914 loss: 2.007468 eta: 1 day, 9:20:07 batch_cost: 0.8112 data_cost: 0.0003 ips: 59.1708 images/s [03/12 20:29:13] ppdet.engine INFO: Epoch: [69] [440/610] learning_rate: 0.209728 loss_vfl: 1.171257 loss_bbox: 0.562942 loss_dfl: 0.457902 loss: 2.199730 eta: 1 day, 9:19:46 batch_cost: 0.7953 data_cost: 0.0010 ips: 60.3547 images/s [03/12 20:29:32] ppdet.engine INFO: Epoch: [69] [460/610] learning_rate: 0.209700 loss_vfl: 1.147463 loss_bbox: 0.547728 loss_dfl: 0.451956 loss: 2.119731 eta: 1 day, 9:19:28 batch_cost: 0.8433 data_cost: 0.0003 ips: 56.9219 images/s [03/12 20:29:50] ppdet.engine INFO: Epoch: [69] [480/610] learning_rate: 0.209673 loss_vfl: 1.236034 loss_bbox: 0.569163 loss_dfl: 0.441155 loss: 2.238983 eta: 1 day, 9:19:10 batch_cost: 0.8280 data_cost: 0.0009 ips: 57.9698 images/s [03/12 20:30:09] ppdet.engine INFO: Epoch: [69] [500/610] learning_rate: 0.209645 loss_vfl: 1.148368 loss_bbox: 0.577785 loss_dfl: 0.455088 loss: 2.171451 eta: 1 day, 9:18:52 batch_cost: 0.8420 data_cost: 0.0003 ips: 57.0083 images/s [03/12 20:30:27] ppdet.engine INFO: Epoch: [69] [520/610] learning_rate: 0.209618 loss_vfl: 1.092948 loss_bbox: 0.537062 loss_dfl: 0.430835 loss: 2.072178 eta: 1 day, 9:18:30 batch_cost: 0.7881 data_cost: 0.0003 ips: 60.9034 images/s [03/12 20:30:45] ppdet.engine INFO: Epoch: [69] [540/610] learning_rate: 0.209590 loss_vfl: 1.173273 loss_bbox: 0.545123 loss_dfl: 0.430364 loss: 2.166592 eta: 1 day, 9:18:10 batch_cost: 0.7998 data_cost: 0.0003 ips: 60.0159 images/s [03/12 20:31:04] ppdet.engine INFO: Epoch: [69] [560/610] learning_rate: 0.209563 loss_vfl: 1.165901 loss_bbox: 0.540929 loss_dfl: 0.437396 loss: 2.176268 eta: 1 day, 9:17:54 batch_cost: 0.8705 data_cost: 0.0008 ips: 55.1426 images/s [03/12 20:31:22] ppdet.engine INFO: Epoch: [69] [580/610] learning_rate: 0.209535 loss_vfl: 1.141395 loss_bbox: 0.563055 loss_dfl: 0.438419 loss: 2.133081 eta: 1 day, 9:17:37 batch_cost: 0.8658 data_cost: 0.0003 ips: 55.4410 images/s [03/12 20:31:40] ppdet.engine INFO: Epoch: [69] [600/610] learning_rate: 0.209508 loss_vfl: 1.199556 loss_bbox: 0.587794 loss_dfl: 0.454420 loss: 2.236580 eta: 1 day, 9:17:17 batch_cost: 0.8073 data_cost: 0.0003 ips: 59.4603 images/s [03/12 20:31:49] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_s_416_coco [03/12 20:31:49] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_s_416_coco [03/12 20:31:49] ppdet.engine INFO: Eval iter: 0 [03/12 20:32:08] ppdet.engine INFO: Eval iter: 100 [03/12 20:32:20] ppdet.engine INFO: Eval iter: 200 [03/12 20:32:32] ppdet.engine INFO: Eval iter: 300 [03/12 20:32:44] ppdet.engine INFO: Eval iter: 400 [03/12 20:32:56] ppdet.engine INFO: Eval iter: 500 [03/12 20:33:08] ppdet.engine INFO: Eval iter: 600 [03/12 20:33:24] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json. loading annotations into memory... Done (t=0.97s) creating index... index created! [03/12 20:33:26] ppdet.metrics.coco_utils INFO: Start evaluate... Loading and preparing results... DONE (t=4.85s) creating index... index created! Running per image evaluation... Evaluate annotation type *bbox* DONE (t=95.11s). Accumulating evaluation results... DONE (t=17.53s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.235 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.372 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.244 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.096 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.263 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.332 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.240 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.404 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.432 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.169 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.486 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.651 [03/12 20:35:25] ppdet.engine INFO: Total sample number: 4952, averge FPS: 60.30708998303424 [03/12 20:35:25] ppdet.engine INFO: Best test bbox ap is 0.262. [03/12 20:35:26] ppdet.engine INFO: Epoch: [70] [ 0/610] learning_rate: 0.209494 loss_vfl: 1.191948 loss_bbox: 0.546845 loss_dfl: 0.436089 loss: 2.182440 eta: 1 day, 9:17:01 batch_cost: 0.7086 data_cost: 0.0003 ips: 67.7382 images/s [03/12 20:35:46] ppdet.engine INFO: Epoch: [70] [ 20/610] learning_rate: 0.209467 loss_vfl: 1.184426 loss_bbox: 0.572981 loss_dfl: 0.452901 loss: 2.218289 eta: 1 day, 9:16:48 batch_cost: 0.9124 data_cost: 0.0003 ips: 52.6111 images/s [03/12 20:36:05] ppdet.engine INFO: Epoch: [70] [ 40/610] learning_rate: 0.209439 loss_vfl: 1.213311 loss_bbox: 0.574468 loss_dfl: 0.451849 loss: 2.230509 eta: 1 day, 9:16:34 batch_cost: 0.9043 data_cost: 0.0003 ips: 53.0787 images/s [03/12 20:36:25] ppdet.engine INFO: Epoch: [70] [ 60/610] learning_rate: 0.209412 loss_vfl: 1.085443 loss_bbox: 0.522718 loss_dfl: 0.399136 loss: 1.996205 eta: 1 day, 9:16:18 batch_cost: 0.8645 data_cost: 0.0003 ips: 55.5243 images/s [03/12 20:36:44] ppdet.engine INFO: Epoch: [70] [ 80/610] learning_rate: 0.209384 loss_vfl: 1.260442 loss_bbox: 0.610623 loss_dfl: 0.475078 loss: 2.358796 eta: 1 day, 9:15:57 batch_cost: 0.7983 data_cost: 0.0003 ips: 60.1240 images/s [03/12 20:37:03] ppdet.engine INFO: Epoch: [70] [100/610] learning_rate: 0.209357 loss_vfl: 1.216935 loss_bbox: 0.599939 loss_dfl: 0.471727 loss: 2.300780 eta: 1 day, 9:15:41 batch_cost: 0.8729 data_cost: 0.0003 ips: 54.9863 images/s [03/12 20:37:23] ppdet.engine INFO: Epoch: [70] [120/610] learning_rate: 0.209329 loss_vfl: 1.158120 loss_bbox: 0.539788 loss_dfl: 0.421682 loss: 2.104678 eta: 1 day, 9:15:26 batch_cost: 0.8832 data_cost: 0.0003 ips: 54.3462 images/s [03/12 20:37:42] ppdet.engine INFO: Epoch: [70] [140/610] learning_rate: 0.209302 loss_vfl: 1.157707 loss_bbox: 0.561271 loss_dfl: 0.443223 loss: 2.174848 eta: 1 day, 9:15:08 batch_cost: 0.8463 data_cost: 0.0020 ips: 56.7178 images/s [03/12 20:38:01] ppdet.engine INFO: Epoch: [70] [160/610] learning_rate: 0.209274 loss_vfl: 1.261698 loss_bbox: 0.596345 loss_dfl: 0.488320 loss: 2.390147 eta: 1 day, 9:14:51 batch_cost: 0.8432 data_cost: 0.0021 ips: 56.9271 images/s [03/12 20:38:20] ppdet.engine INFO: Epoch: [70] [180/610] learning_rate: 0.209246 loss_vfl: 1.163042 loss_bbox: 0.582406 loss_dfl: 0.447163 loss: 2.176143 eta: 1 day, 9:14:35 batch_cost: 0.8764 data_cost: 0.0009 ips: 54.7688 images/s [03/12 20:38:39] ppdet.engine INFO: Epoch: [70] [200/610] learning_rate: 0.209219 loss_vfl: 1.191225 loss_bbox: 0.572702 loss_dfl: 0.444658 loss: 2.195437 eta: 1 day, 9:14:16 batch_cost: 0.8275 data_cost: 0.0003 ips: 58.0051 images/s [03/12 20:38:58] ppdet.engine INFO: Epoch: [70] [220/610] learning_rate: 0.209191 loss_vfl: 1.213562 loss_bbox: 0.592993 loss_dfl: 0.459996 loss: 2.263704 eta: 1 day, 9:14:01 batch_cost: 0.8876 data_cost: 0.0004 ips: 54.0797 images/s [03/12 20:39:17] ppdet.engine INFO: Epoch: [70] [240/610] learning_rate: 0.209164 loss_vfl: 1.141456 loss_bbox: 0.575300 loss_dfl: 0.449679 loss: 2.173721 eta: 1 day, 9:13:45 batch_cost: 0.8592 data_cost: 0.0003 ips: 55.8653 images/s [03/12 20:39:37] ppdet.engine INFO: Epoch: [70] [260/610] learning_rate: 0.209136 loss_vfl: 1.184812 loss_bbox: 0.591328 loss_dfl: 0.457215 loss: 2.277787 eta: 1 day, 9:13:29 batch_cost: 0.8840 data_cost: 0.0007 ips: 54.2964 images/s [03/12 20:39:56] ppdet.engine INFO: Epoch: [70] [280/610] learning_rate: 0.209108 loss_vfl: 1.208532 loss_bbox: 0.570693 loss_dfl: 0.449025 loss: 2.250733 eta: 1 day, 9:13:16 batch_cost: 0.9027 data_cost: 0.0003 ips: 53.1721 images/s [03/12 20:40:16] ppdet.engine INFO: Epoch: [70] [300/610] learning_rate: 0.209081 loss_vfl: 1.168568 loss_bbox: 0.545033 loss_dfl: 0.437087 loss: 2.142948 eta: 1 day, 9:13:01 batch_cost: 0.8881 data_cost: 0.0009 ips: 54.0450 images/s [03/12 20:40:36] ppdet.engine INFO: Epoch: [70] [320/610] learning_rate: 0.209053 loss_vfl: 1.139254 loss_bbox: 0.528584 loss_dfl: 0.425095 loss: 2.091313 eta: 1 day, 9:12:50 batch_cost: 0.9515 data_cost: 0.0003 ips: 50.4465 images/s [03/12 20:40:55] ppdet.engine INFO: Epoch: [70] [340/610] learning_rate: 0.209025 loss_vfl: 1.209295 loss_bbox: 0.606386 loss_dfl: 0.472858 loss: 2.288539 eta: 1 day, 9:12:32 batch_cost: 0.8357 data_cost: 0.0003 ips: 57.4361 images/s [03/12 20:41:14] ppdet.engine INFO: Epoch: [70] [360/610] learning_rate: 0.208998 loss_vfl: 1.194576 loss_bbox: 0.571881 loss_dfl: 0.452821 loss: 2.239404 eta: 1 day, 9:12:12 batch_cost: 0.8131 data_cost: 0.0010 ips: 59.0316 images/s [03/12 20:41:33] ppdet.engine INFO: Epoch: [70] [380/610] learning_rate: 0.208970 loss_vfl: 1.156341 loss_bbox: 0.543867 loss_dfl: 0.428212 loss: 2.151897 eta: 1 day, 9:11:56 batch_cost: 0.8745 data_cost: 0.0003 ips: 54.8878 images/s [03/12 20:41:52] ppdet.engine INFO: Epoch: [70] [400/610] learning_rate: 0.208942 loss_vfl: 1.245280 loss_bbox: 0.629647 loss_dfl: 0.488317 loss: 2.366700 eta: 1 day, 9:11:40 batch_cost: 0.8623 data_cost: 0.0010 ips: 55.6624 images/s [03/12 20:42:10] ppdet.engine INFO: Epoch: [70] [420/610] learning_rate: 0.208915 loss_vfl: 1.151005 loss_bbox: 0.565001 loss_dfl: 0.461122 loss: 2.191698 eta: 1 day, 9:11:20 batch_cost: 0.8146 data_cost: 0.0003 ips: 58.9231 images/s [03/12 20:42:30] ppdet.engine INFO: Epoch: [70] [440/610] learning_rate: 0.208887 loss_vfl: 1.129480 loss_bbox: 0.537206 loss_dfl: 0.432781 loss: 2.128582 eta: 1 day, 9:11:04 batch_cost: 0.8774 data_cost: 0.0012 ips: 54.7091 images/s [03/12 20:42:48] ppdet.engine INFO: Epoch: [70] [460/610] learning_rate: 0.208859 loss_vfl: 1.167254 loss_bbox: 0.592131 loss_dfl: 0.456198 loss: 2.199929 eta: 1 day, 9:10:48 batch_cost: 0.8622 data_cost: 0.0003 ips: 55.6740 images/s [03/12 20:43:08] ppdet.engine INFO: Epoch: [70] [480/610] learning_rate: 0.208831 loss_vfl: 1.172792 loss_bbox: 0.582487 loss_dfl: 0.453868 loss: 2.212105 eta: 1 day, 9:10:34 batch_cost: 0.9055 data_cost: 0.0004 ips: 53.0113 images/s [03/12 20:43:28] ppdet.engine INFO: Epoch: [70] [500/610] learning_rate: 0.208804 loss_vfl: 1.188653 loss_bbox: 0.542549 loss_dfl: 0.432919 loss: 2.152534 eta: 1 day, 9:10:20 batch_cost: 0.8938 data_cost: 0.0009 ips: 53.7036 images/s [03/12 20:43:47] ppdet.engine INFO: Epoch: [70] [520/610] learning_rate: 0.208776 loss_vfl: 1.191560 loss_bbox: 0.597288 loss_dfl: 0.462479 loss: 2.225667 eta: 1 day, 9:10:00 batch_cost: 0.8231 data_cost: 0.0003 ips: 58.3132 images/s [03/12 20:44:05] ppdet.engine INFO: Epoch: [70] [540/610] learning_rate: 0.208748 loss_vfl: 1.129394 loss_bbox: 0.554779 loss_dfl: 0.434412 loss: 2.115778 eta: 1 day, 9:09:43 batch_cost: 0.8471 data_cost: 0.0003 ips: 56.6631 images/s [03/12 20:44:25] ppdet.engine INFO: Epoch: [70] [560/610] learning_rate: 0.208720 loss_vfl: 1.165409 loss_bbox: 0.528234 loss_dfl: 0.443247 loss: 2.140635 eta: 1 day, 9:09:27 batch_cost: 0.8695 data_cost: 0.0020 ips: 55.2035 images/s [03/12 20:44:43] ppdet.engine INFO: Epoch: [70] [580/610] learning_rate: 0.208693 loss_vfl: 1.170484 loss_bbox: 0.585353 loss_dfl: 0.466022 loss: 2.217567 eta: 1 day, 9:09:09 batch_cost: 0.8453 data_cost: 0.0003 ips: 56.7815 images/s [03/12 20:45:02] ppdet.engine INFO: Epoch: [70] [600/610] learning_rate: 0.208665 loss_vfl: 1.154018 loss_bbox: 0.575510 loss_dfl: 0.452133 loss: 2.187219 eta: 1 day, 9:08:50 batch_cost: 0.8211 data_cost: 0.0005 ips: 58.4608 images/s [03/12 20:45:16] ppdet.engine INFO: Epoch: [71] [ 0/610] learning_rate: 0.208651 loss_vfl: 1.151663 loss_bbox: 0.568833 loss_dfl: 0.455479 loss: 2.199233 eta: 1 day, 9:08:54 batch_cost: 1.0300 data_cost: 0.1368 ips: 46.6037 images/s [03/12 20:45:38] ppdet.engine INFO: Epoch: [71] [ 20/610] learning_rate: 0.208623 loss_vfl: 1.161097 loss_bbox: 0.599426 loss_dfl: 0.463275 loss: 2.235019 eta: 1 day, 9:08:44 batch_cost: 0.9565 data_cost: 0.0003 ips: 50.1833 images/s [03/12 20:45:57] ppdet.engine INFO: Epoch: [71] [ 40/610] learning_rate: 0.208595 loss_vfl: 1.142388 loss_bbox: 0.583152 loss_dfl: 0.456139 loss: 2.178769 eta: 1 day, 9:08:27 batch_cost: 0.8624 data_cost: 0.0003 ips: 55.6618 images/s [03/12 20:46:16] ppdet.engine INFO: Epoch: [71] [ 60/610] learning_rate: 0.208567 loss_vfl: 1.179187 loss_bbox: 0.581643 loss_dfl: 0.458656 loss: 2.244605 eta: 1 day, 9:08:12 batch_cost: 0.8811 data_cost: 0.0003 ips: 54.4792 images/s [03/12 20:46:36] ppdet.engine INFO: Epoch: [71] [ 80/610] learning_rate: 0.208539 loss_vfl: 1.115095 loss_bbox: 0.562665 loss_dfl: 0.439436 loss: 2.106539 eta: 1 day, 9:07:58 batch_cost: 0.8952 data_cost: 0.0003 ips: 53.6206 images/s [03/12 20:46:55] ppdet.engine INFO: Epoch: [71] [100/610] learning_rate: 0.208512 loss_vfl: 1.200886 loss_bbox: 0.567437 loss_dfl: 0.447019 loss: 2.211684 eta: 1 day, 9:07:43 batch_cost: 0.8972 data_cost: 0.0003 ips: 53.5012 images/s [03/12 20:47:14] ppdet.engine INFO: Epoch: [71] [120/610] learning_rate: 0.208484 loss_vfl: 1.175226 loss_bbox: 0.546142 loss_dfl: 0.434559 loss: 2.152910 eta: 1 day, 9:07:26 batch_cost: 0.8494 data_cost: 0.0004 ips: 56.5131 images/s [03/12 20:47:34] ppdet.engine INFO: Epoch: [71] [140/610] learning_rate: 0.208456 loss_vfl: 1.136500 loss_bbox: 0.537672 loss_dfl: 0.423553 loss: 2.102662 eta: 1 day, 9:07:11 batch_cost: 0.8870 data_cost: 0.0004 ips: 54.1132 images/s [03/12 20:47:53] ppdet.engine INFO: Epoch: [71] [160/610] learning_rate: 0.208428 loss_vfl: 1.208670 loss_bbox: 0.581032 loss_dfl: 0.459740 loss: 2.256104 eta: 1 day, 9:06:56 batch_cost: 0.8843 data_cost: 0.0012 ips: 54.2797 images/s [03/12 20:48:12] ppdet.engine INFO: Epoch: [71] [180/610] learning_rate: 0.208400 loss_vfl: 1.205559 loss_bbox: 0.580411 loss_dfl: 0.455811 loss: 2.243874 eta: 1 day, 9:06:38 batch_cost: 0.8525 data_cost: 0.0003 ips: 56.3064 images/s [03/12 20:48:32] ppdet.engine INFO: Epoch: [71] [200/610] learning_rate: 0.208372 loss_vfl: 1.174939 loss_bbox: 0.606416 loss_dfl: 0.469665 loss: 2.262510 eta: 1 day, 9:06:23 batch_cost: 0.8843 data_cost: 0.0003 ips: 54.2782 images/s [03/12 20:48:51] ppdet.engine INFO: Epoch: [71] [220/610] learning_rate: 0.208344 loss_vfl: 1.187406 loss_bbox: 0.570118 loss_dfl: 0.446676 loss: 2.186959 eta: 1 day, 9:06:08 batch_cost: 0.8761 data_cost: 0.0003 ips: 54.7908 images/s [03/12 20:49:11] ppdet.engine INFO: Epoch: [71] [240/610] learning_rate: 0.208316 loss_vfl: 1.141069 loss_bbox: 0.570146 loss_dfl: 0.444565 loss: 2.166461 eta: 1 day, 9:05:53 batch_cost: 0.8986 data_cost: 0.0003 ips: 53.4175 images/s [03/12 20:49:30] ppdet.engine INFO: Epoch: [71] [260/610] learning_rate: 0.208288 loss_vfl: 1.151306 loss_bbox: 0.560868 loss_dfl: 0.449089 loss: 2.172457 eta: 1 day, 9:05:36 batch_cost: 0.8482 data_cost: 0.0003 ips: 56.5897 images/s [03/12 20:49:49] ppdet.engine INFO: Epoch: [71] [280/610] learning_rate: 0.208260 loss_vfl: 1.162763 loss_bbox: 0.575431 loss_dfl: 0.445719 loss: 2.175028 eta: 1 day, 9:05:19 batch_cost: 0.8551 data_cost: 0.0005 ips: 56.1337 images/s [03/12 20:50:09] ppdet.engine INFO: Epoch: [71] [300/610] learning_rate: 0.208232 loss_vfl: 1.202412 loss_bbox: 0.572620 loss_dfl: 0.448729 loss: 2.219083 eta: 1 day, 9:05:04 batch_cost: 0.8973 data_cost: 0.0005 ips: 53.4956 images/s [03/12 20:50:29] ppdet.engine INFO: Epoch: [71] [320/610] learning_rate: 0.208204 loss_vfl: 1.145963 loss_bbox: 0.550622 loss_dfl: 0.422954 loss: 2.097080 eta: 1 day, 9:04:49 batch_cost: 0.8880 data_cost: 0.0004 ips: 54.0512 images/s [03/12 20:50:48] ppdet.engine INFO: Epoch: [71] [340/610] learning_rate: 0.208176 loss_vfl: 1.206428 loss_bbox: 0.581086 loss_dfl: 0.452545 loss: 2.212746 eta: 1 day, 9:04:34 batch_cost: 0.8849 data_cost: 0.0003 ips: 54.2438 images/s [03/12 20:51:08] ppdet.engine INFO: Epoch: [71] [360/610] learning_rate: 0.208148 loss_vfl: 1.221738 loss_bbox: 0.615267 loss_dfl: 0.483057 loss: 2.335718 eta: 1 day, 9:04:18 batch_cost: 0.8691 data_cost: 0.0010 ips: 55.2303 images/s [03/12 20:51:27] ppdet.engine INFO: Epoch: [71] [380/610] learning_rate: 0.208120 loss_vfl: 1.139294 loss_bbox: 0.533694 loss_dfl: 0.422900 loss: 2.114554 eta: 1 day, 9:03:59 batch_cost: 0.8268 data_cost: 0.0004 ips: 58.0575 images/s [03/12 20:51:46] ppdet.engine INFO: Epoch: [71] [400/610] learning_rate: 0.208092 loss_vfl: 1.218134 loss_bbox: 0.603707 loss_dfl: 0.479202 loss: 2.293685 eta: 1 day, 9:03:45 batch_cost: 0.8937 data_cost: 0.0003 ips: 53.7121 images/s [03/12 20:52:05] ppdet.engine INFO: Epoch: [71] [420/610] learning_rate: 0.208064 loss_vfl: 1.188926 loss_bbox: 0.573660 loss_dfl: 0.448715 loss: 2.212629 eta: 1 day, 9:03:22 batch_cost: 0.7676 data_cost: 0.0003 ips: 62.5358 images/s [03/12 20:52:25] ppdet.engine INFO: Epoch: [71] [440/610] learning_rate: 0.208036 loss_vfl: 1.194052 loss_bbox: 0.584067 loss_dfl: 0.461157 loss: 2.240608 eta: 1 day, 9:03:08 batch_cost: 0.8962 data_cost: 0.0003 ips: 53.5591 images/s [03/12 20:52:44] ppdet.engine INFO: Epoch: [71] [460/610] learning_rate: 0.208008 loss_vfl: 1.190658 loss_bbox: 0.563705 loss_dfl: 0.455902 loss: 2.208619 eta: 1 day, 9:02:54 batch_cost: 0.9112 data_cost: 0.0003 ips: 52.6769 images/s [03/12 20:53:03] ppdet.engine INFO: Epoch: [71] [480/610] learning_rate: 0.207980 loss_vfl: 1.204574 loss_bbox: 0.598048 loss_dfl: 0.464858 loss: 2.246094 eta: 1 day, 9:02:35 batch_cost: 0.8273 data_cost: 0.0003 ips: 58.0198 images/s [03/12 20:53:22] ppdet.engine INFO: Epoch: [71] [500/610] learning_rate: 0.207952 loss_vfl: 1.200803 loss_bbox: 0.597867 loss_dfl: 0.468975 loss: 2.250463 eta: 1 day, 9:02:17 batch_cost: 0.8358 data_cost: 0.0003 ips: 57.4330 images/s [03/12 20:53:41] ppdet.engine INFO: Epoch: [71] [520/610] learning_rate: 0.207924 loss_vfl: 1.155694 loss_bbox: 0.557069 loss_dfl: 0.438714 loss: 2.178638 eta: 1 day, 9:02:02 batch_cost: 0.8926 data_cost: 0.0003 ips: 53.7726 images/s [03/12 20:54:00] ppdet.engine INFO: Epoch: [71] [540/610] learning_rate: 0.207896 loss_vfl: 1.181320 loss_bbox: 0.589794 loss_dfl: 0.450414 loss: 2.231833 eta: 1 day, 9:01:46 batch_cost: 0.8734 data_cost: 0.0032 ips: 54.9568 images/s [03/12 20:54:20] ppdet.engine INFO: Epoch: [71] [560/610] learning_rate: 0.207868 loss_vfl: 1.210049 loss_bbox: 0.574005 loss_dfl: 0.455254 loss: 2.246384 eta: 1 day, 9:01:29 batch_cost: 0.8483 data_cost: 0.0004 ips: 56.5850 images/s [03/12 20:54:39] ppdet.engine INFO: Epoch: [71] [580/610] learning_rate: 0.207840 loss_vfl: 1.198156 loss_bbox: 0.605679 loss_dfl: 0.460652 loss: 2.255548 eta: 1 day, 9:01:11 batch_cost: 0.8435 data_cost: 0.0009 ips: 56.9072 images/s [03/12 20:54:57] ppdet.engine INFO: Epoch: [71] [600/610] learning_rate: 0.207812 loss_vfl: 1.185815 loss_bbox: 0.553334 loss_dfl: 0.449889 loss: 2.173521 eta: 1 day, 9:00:53 batch_cost: 0.8362 data_cost: 0.0005 ips: 57.4042 images/s [03/12 20:55:12] ppdet.engine INFO: Epoch: [72] [ 0/610] learning_rate: 0.207798 loss_vfl: 1.197774 loss_bbox: 0.579194 loss_dfl: 0.451443 loss: 2.219896 eta: 1 day, 9:00:58 batch_cost: 1.0508 data_cost: 0.2368 ips: 45.6808 images/s [03/12 20:55:33] ppdet.engine INFO: Epoch: [72] [ 20/610] learning_rate: 0.207769 loss_vfl: 1.211585 loss_bbox: 0.589747 loss_dfl: 0.458531 loss: 2.263650 eta: 1 day, 9:00:47 batch_cost: 0.9635 data_cost: 0.0004 ips: 49.8194 images/s [03/12 20:55:52] ppdet.engine INFO: Epoch: [72] [ 40/610] learning_rate: 0.207741 loss_vfl: 1.234595 loss_bbox: 0.616407 loss_dfl: 0.474249 loss: 2.332491 eta: 1 day, 9:00:31 batch_cost: 0.8670 data_cost: 0.0019 ips: 55.3612 images/s [03/12 20:56:11] ppdet.engine INFO: Epoch: [72] [ 60/610] learning_rate: 0.207713 loss_vfl: 1.096171 loss_bbox: 0.533912 loss_dfl: 0.424645 loss: 2.054424 eta: 1 day, 9:00:15 batch_cost: 0.8749 data_cost: 0.0003 ips: 54.8617 images/s [03/12 20:56:30] ppdet.engine INFO: Epoch: [72] [ 80/610] learning_rate: 0.207685 loss_vfl: 1.125682 loss_bbox: 0.540336 loss_dfl: 0.437893 loss: 2.108583 eta: 1 day, 8:59:59 batch_cost: 0.8649 data_cost: 0.0003 ips: 55.4949 images/s [03/12 20:56:48] ppdet.engine INFO: Epoch: [72] [100/610] learning_rate: 0.207657 loss_vfl: 1.198324 loss_bbox: 0.590655 loss_dfl: 0.463217 loss: 2.250084 eta: 1 day, 8:59:39 batch_cost: 0.8158 data_cost: 0.0003 ips: 58.8393 images/s [03/12 20:57:08] ppdet.engine INFO: Epoch: [72] [120/610] learning_rate: 0.207629 loss_vfl: 1.191125 loss_bbox: 0.582199 loss_dfl: 0.451159 loss: 2.233145 eta: 1 day, 8:59:23 batch_cost: 0.8697 data_cost: 0.0003 ips: 55.1924 images/s [03/12 20:57:27] ppdet.engine INFO: Epoch: [72] [140/610] learning_rate: 0.207600 loss_vfl: 1.192743 loss_bbox: 0.561356 loss_dfl: 0.450073 loss: 2.197162 eta: 1 day, 8:59:07 batch_cost: 0.8663 data_cost: 0.0005 ips: 55.4064 images/s [03/12 20:57:45] ppdet.engine INFO: Epoch: [72] [160/610] learning_rate: 0.207572 loss_vfl: 1.210213 loss_bbox: 0.570650 loss_dfl: 0.453673 loss: 2.241067 eta: 1 day, 8:58:47 batch_cost: 0.8100 data_cost: 0.0003 ips: 59.2602 images/s [03/12 20:58:04] ppdet.engine INFO: Epoch: [72] [180/610] learning_rate: 0.207544 loss_vfl: 1.082273 loss_bbox: 0.506435 loss_dfl: 0.409942 loss: 2.014916 eta: 1 day, 8:58:30 batch_cost: 0.8559 data_cost: 0.0003 ips: 56.0822 images/s [03/12 20:58:22] ppdet.engine INFO: Epoch: [72] [200/610] learning_rate: 0.207516 loss_vfl: 1.141949 loss_bbox: 0.560056 loss_dfl: 0.439046 loss: 2.143249 eta: 1 day, 8:58:11 batch_cost: 0.8194 data_cost: 0.0003 ips: 58.5811 images/s [03/12 20:58:41] ppdet.engine INFO: Epoch: [72] [220/610] learning_rate: 0.207488 loss_vfl: 1.152938 loss_bbox: 0.543660 loss_dfl: 0.434463 loss: 2.136922 eta: 1 day, 8:57:52 batch_cost: 0.8261 data_cost: 0.0003 ips: 58.1034 images/s [03/12 20:59:01] ppdet.engine INFO: Epoch: [72] [240/610] learning_rate: 0.207459 loss_vfl: 1.163959 loss_bbox: 0.547746 loss_dfl: 0.430562 loss: 2.098358 eta: 1 day, 8:57:36 batch_cost: 0.8792 data_cost: 0.0003 ips: 54.5944 images/s [03/12 20:59:20] ppdet.engine INFO: Epoch: [72] [260/610] learning_rate: 0.207431 loss_vfl: 1.173658 loss_bbox: 0.567716 loss_dfl: 0.440409 loss: 2.187529 eta: 1 day, 8:57:20 batch_cost: 0.8676 data_cost: 0.0003 ips: 55.3273 images/s [03/12 20:59:39] ppdet.engine INFO: Epoch: [72] [280/610] learning_rate: 0.207403 loss_vfl: 1.167363 loss_bbox: 0.579051 loss_dfl: 0.460346 loss: 2.229053 eta: 1 day, 8:56:59 batch_cost: 0.7962 data_cost: 0.0003 ips: 60.2848 images/s [03/12 20:59:57] ppdet.engine INFO: Epoch: [72] [300/610] learning_rate: 0.207374 loss_vfl: 1.166056 loss_bbox: 0.609081 loss_dfl: 0.459623 loss: 2.264185 eta: 1 day, 8:56:40 batch_cost: 0.8273 data_cost: 0.0003 ips: 58.0218 images/s [03/12 21:00:16] ppdet.engine INFO: Epoch: [72] [320/610] learning_rate: 0.207346 loss_vfl: 1.194121 loss_bbox: 0.547160 loss_dfl: 0.448379 loss: 2.225136 eta: 1 day, 8:56:22 batch_cost: 0.8320 data_cost: 0.0004 ips: 57.6912 images/s [03/12 21:00:34] ppdet.engine INFO: Epoch: [72] [340/610] learning_rate: 0.207318 loss_vfl: 1.234630 loss_bbox: 0.609562 loss_dfl: 0.460618 loss: 2.318686 eta: 1 day, 8:56:04 batch_cost: 0.8371 data_cost: 0.0003 ips: 57.3437 images/s [03/12 21:00:53] ppdet.engine INFO: Epoch: [72] [360/610] learning_rate: 0.207290 loss_vfl: 1.090604 loss_bbox: 0.509443 loss_dfl: 0.406152 loss: 2.002443 eta: 1 day, 8:55:47 batch_cost: 0.8650 data_cost: 0.0003 ips: 55.4917 images/s [03/12 21:01:12] ppdet.engine INFO: Epoch: [72] [380/610] learning_rate: 0.207261 loss_vfl: 1.134459 loss_bbox: 0.538795 loss_dfl: 0.435207 loss: 2.090876 eta: 1 day, 8:55:28 batch_cost: 0.8280 data_cost: 0.0009 ips: 57.9687 images/s [03/12 21:01:30] ppdet.engine INFO: Epoch: [72] [400/610] learning_rate: 0.207233 loss_vfl: 1.251549 loss_bbox: 0.614748 loss_dfl: 0.482581 loss: 2.351328 eta: 1 day, 8:55:11 batch_cost: 0.8457 data_cost: 0.0003 ips: 56.7571 images/s [03/12 21:01:49] ppdet.engine INFO: Epoch: [72] [420/610] learning_rate: 0.207205 loss_vfl: 1.150162 loss_bbox: 0.573947 loss_dfl: 0.451877 loss: 2.168307 eta: 1 day, 8:54:53 batch_cost: 0.8498 data_cost: 0.0003 ips: 56.4853 images/s [03/12 21:02:08] ppdet.engine INFO: Epoch: [72] [440/610] learning_rate: 0.207176 loss_vfl: 1.169216 loss_bbox: 0.580661 loss_dfl: 0.454731 loss: 2.216391 eta: 1 day, 8:54:37 batch_cost: 0.8620 data_cost: 0.0008 ips: 55.6830 images/s [03/12 21:02:27] ppdet.engine INFO: Epoch: [72] [460/610] learning_rate: 0.207148 loss_vfl: 1.222926 loss_bbox: 0.610491 loss_dfl: 0.468654 loss: 2.279719 eta: 1 day, 8:54:17 batch_cost: 0.8186 data_cost: 0.0010 ips: 58.6394 images/s [03/12 21:02:46] ppdet.engine INFO: Epoch: [72] [480/610] learning_rate: 0.207119 loss_vfl: 1.184688 loss_bbox: 0.581197 loss_dfl: 0.443622 loss: 2.188255 eta: 1 day, 8:54:01 batch_cost: 0.8597 data_cost: 0.0003 ips: 55.8346 images/s [03/12 21:03:06] ppdet.engine INFO: Epoch: [72] [500/610] learning_rate: 0.207091 loss_vfl: 1.123514 loss_bbox: 0.534711 loss_dfl: 0.420696 loss: 2.068710 eta: 1 day, 8:53:47 batch_cost: 0.9152 data_cost: 0.0003 ips: 52.4501 images/s [03/12 21:03:24] ppdet.engine INFO: Epoch: [72] [520/610] learning_rate: 0.207063 loss_vfl: 1.120748 loss_bbox: 0.547589 loss_dfl: 0.430728 loss: 2.122738 eta: 1 day, 8:53:28 batch_cost: 0.8243 data_cost: 0.0003 ips: 58.2324 images/s [03/12 21:03:42] ppdet.engine INFO: Epoch: [72] [540/610] learning_rate: 0.207034 loss_vfl: 1.152472 loss_bbox: 0.565931 loss_dfl: 0.442926 loss: 2.155145 eta: 1 day, 8:53:09 batch_cost: 0.8222 data_cost: 0.0003 ips: 58.3823 images/s [03/12 21:04:01] ppdet.engine INFO: Epoch: [72] [560/610] learning_rate: 0.207006 loss_vfl: 1.136429 loss_bbox: 0.529613 loss_dfl: 0.429680 loss: 2.095341 eta: 1 day, 8:52:52 batch_cost: 0.8468 data_cost: 0.0009 ips: 56.6864 images/s [03/12 21:04:19] ppdet.engine INFO: Epoch: [72] [580/610] learning_rate: 0.206977 loss_vfl: 1.247319 loss_bbox: 0.595726 loss_dfl: 0.476980 loss: 2.302604 eta: 1 day, 8:52:34 batch_cost: 0.8520 data_cost: 0.0003 ips: 56.3403 images/s [03/12 21:04:39] ppdet.engine INFO: Epoch: [72] [600/610] learning_rate: 0.206949 loss_vfl: 1.194387 loss_bbox: 0.597230 loss_dfl: 0.463961 loss: 2.256172 eta: 1 day, 8:52:19 batch_cost: 0.8842 data_cost: 0.0021 ips: 54.2850 images/s [03/12 21:04:53] ppdet.engine INFO: Epoch: [73] [ 0/610] learning_rate: 0.206935 loss_vfl: 1.102793 loss_bbox: 0.528467 loss_dfl: 0.409065 loss: 2.029618 eta: 1 day, 8:52:22 batch_cost: 1.0266 data_cost: 0.2439 ips: 46.7568 images/s [03/12 21:05:15] ppdet.engine INFO: Epoch: [73] [ 20/610] learning_rate: 0.206906 loss_vfl: 1.129494 loss_bbox: 0.552737 loss_dfl: 0.448638 loss: 2.177231 eta: 1 day, 8:52:10 batch_cost: 0.9382 data_cost: 0.0003 ips: 51.1633 images/s [03/12 21:05:33] ppdet.engine INFO: Epoch: [73] [ 40/610] learning_rate: 0.206878 loss_vfl: 1.246558 loss_bbox: 0.623206 loss_dfl: 0.478267 loss: 2.327957 eta: 1 day, 8:51:52 batch_cost: 0.8418 data_cost: 0.0007 ips: 57.0238 images/s [03/12 21:05:52] ppdet.engine INFO: Epoch: [73] [ 60/610] learning_rate: 0.206849 loss_vfl: 1.183916 loss_bbox: 0.584519 loss_dfl: 0.451303 loss: 2.249852 eta: 1 day, 8:51:34 batch_cost: 0.8365 data_cost: 0.0003 ips: 57.3851 images/s [03/12 21:06:10] ppdet.engine INFO: Epoch: [73] [ 80/610] learning_rate: 0.206821 loss_vfl: 1.214498 loss_bbox: 0.585883 loss_dfl: 0.463554 loss: 2.290987 eta: 1 day, 8:51:16 batch_cost: 0.8355 data_cost: 0.0003 ips: 57.4477 images/s [03/12 21:06:29] ppdet.engine INFO: Epoch: [73] [100/610] learning_rate: 0.206792 loss_vfl: 1.199257 loss_bbox: 0.531518 loss_dfl: 0.435649 loss: 2.136308 eta: 1 day, 8:50:59 batch_cost: 0.8573 data_cost: 0.0003 ips: 55.9877 images/s [03/12 21:06:48] ppdet.engine INFO: Epoch: [73] [120/610] learning_rate: 0.206764 loss_vfl: 1.189524 loss_bbox: 0.583498 loss_dfl: 0.465022 loss: 2.236556 eta: 1 day, 8:50:41 batch_cost: 0.8377 data_cost: 0.0010 ips: 57.3004 images/s [03/12 21:07:07] ppdet.engine INFO: Epoch: [73] [140/610] learning_rate: 0.206735 loss_vfl: 1.140824 loss_bbox: 0.534282 loss_dfl: 0.436997 loss: 2.106821 eta: 1 day, 8:50:24 batch_cost: 0.8605 data_cost: 0.0003 ips: 55.7837 images/s [03/12 21:07:26] ppdet.engine INFO: Epoch: [73] [160/610] learning_rate: 0.206707 loss_vfl: 1.180590 loss_bbox: 0.557027 loss_dfl: 0.448671 loss: 2.200634 eta: 1 day, 8:50:07 batch_cost: 0.8570 data_cost: 0.0004 ips: 56.0092 images/s [03/12 21:07:46] ppdet.engine INFO: Epoch: [73] [180/610] learning_rate: 0.206678 loss_vfl: 1.211561 loss_bbox: 0.596068 loss_dfl: 0.468765 loss: 2.279590 eta: 1 day, 8:49:50 batch_cost: 0.8599 data_cost: 0.0017 ips: 55.8229 images/s [03/12 21:08:04] ppdet.engine INFO: Epoch: [73] [200/610] learning_rate: 0.206650 loss_vfl: 1.121515 loss_bbox: 0.543503 loss_dfl: 0.420168 loss: 2.063148 eta: 1 day, 8:49:32 batch_cost: 0.8386 data_cost: 0.0003 ips: 57.2403 images/s [03/12 21:08:23] ppdet.engine INFO: Epoch: [73] [220/610] learning_rate: 0.206621 loss_vfl: 1.195018 loss_bbox: 0.602253 loss_dfl: 0.458543 loss: 2.240723 eta: 1 day, 8:49:13 batch_cost: 0.8287 data_cost: 0.0010 ips: 57.9216 images/s [03/12 21:08:41] ppdet.engine INFO: Epoch: [73] [240/610] learning_rate: 0.206593 loss_vfl: 1.187547 loss_bbox: 0.570446 loss_dfl: 0.445435 loss: 2.204864 eta: 1 day, 8:48:53 batch_cost: 0.8041 data_cost: 0.0020 ips: 59.6929 images/s [03/12 21:08:59] ppdet.engine INFO: Epoch: [73] [260/610] learning_rate: 0.206564 loss_vfl: 1.139335 loss_bbox: 0.590926 loss_dfl: 0.455002 loss: 2.210797 eta: 1 day, 8:48:33 batch_cost: 0.7993 data_cost: 0.0003 ips: 60.0518 images/s [03/12 21:09:17] ppdet.engine INFO: Epoch: [73] [280/610] learning_rate: 0.206535 loss_vfl: 1.146112 loss_bbox: 0.567537 loss_dfl: 0.445461 loss: 2.119384 eta: 1 day, 8:48:15 batch_cost: 0.8390 data_cost: 0.0003 ips: 57.2083 images/s [03/12 21:09:36] ppdet.engine INFO: Epoch: [73] [300/610] learning_rate: 0.206507 loss_vfl: 1.162264 loss_bbox: 0.576978 loss_dfl: 0.445177 loss: 2.182950 eta: 1 day, 8:47:58 batch_cost: 0.8657 data_cost: 0.0003 ips: 55.4476 images/s [03/12 21:09:56] ppdet.engine INFO: Epoch: [73] [320/610] learning_rate: 0.206478 loss_vfl: 1.278882 loss_bbox: 0.631393 loss_dfl: 0.480684 loss: 2.400857 eta: 1 day, 8:47:43 batch_cost: 0.8847 data_cost: 0.0003 ips: 54.2561 images/s [03/12 21:10:15] ppdet.engine INFO: Epoch: [73] [340/610] learning_rate: 0.206450 loss_vfl: 1.143579 loss_bbox: 0.546205 loss_dfl: 0.426708 loss: 2.105747 eta: 1 day, 8:47:26 batch_cost: 0.8532 data_cost: 0.0003 ips: 56.2574 images/s [03/12 21:10:33] ppdet.engine INFO: Epoch: [73] [360/610] learning_rate: 0.206421 loss_vfl: 1.114172 loss_bbox: 0.544415 loss_dfl: 0.419993 loss: 2.081824 eta: 1 day, 8:47:06 batch_cost: 0.8134 data_cost: 0.0003 ips: 59.0116 images/s [03/12 21:10:51] ppdet.engine INFO: Epoch: [73] [380/610] learning_rate: 0.206392 loss_vfl: 1.214768 loss_bbox: 0.569888 loss_dfl: 0.449020 loss: 2.231075 eta: 1 day, 8:46:47 batch_cost: 0.8215 data_cost: 0.0003 ips: 58.4320 images/s [03/12 21:11:11] ppdet.engine INFO: Epoch: [73] [400/610] learning_rate: 0.206364 loss_vfl: 1.171044 loss_bbox: 0.555357 loss_dfl: 0.432692 loss: 2.128551 eta: 1 day, 8:46:32 batch_cost: 0.8925 data_cost: 0.0003 ips: 53.7831 images/s [03/12 21:11:30] ppdet.engine INFO: Epoch: [73] [420/610] learning_rate: 0.206335 loss_vfl: 1.083489 loss_bbox: 0.526278 loss_dfl: 0.415243 loss: 2.024055 eta: 1 day, 8:46:16 batch_cost: 0.8725 data_cost: 0.0003 ips: 55.0126 images/s [03/12 21:11:49] ppdet.engine INFO: Epoch: [73] [440/610] learning_rate: 0.206306 loss_vfl: 1.217941 loss_bbox: 0.575322 loss_dfl: 0.471323 loss: 2.232625 eta: 1 day, 8:46:00 batch_cost: 0.8681 data_cost: 0.0003 ips: 55.2934 images/s [03/12 21:12:08] ppdet.engine INFO: Epoch: [73] [460/610] learning_rate: 0.206278 loss_vfl: 1.181677 loss_bbox: 0.568080 loss_dfl: 0.438240 loss: 2.176106 eta: 1 day, 8:45:41 batch_cost: 0.8170 data_cost: 0.0003 ips: 58.7549 images/s [03/12 21:12:27] ppdet.engine INFO: Epoch: [73] [480/610] learning_rate: 0.206249 loss_vfl: 1.168788 loss_bbox: 0.571792 loss_dfl: 0.428109 loss: 2.155734 eta: 1 day, 8:45:23 batch_cost: 0.8484 data_cost: 0.0004 ips: 56.5768 images/s [03/12 21:12:46] ppdet.engine INFO: Epoch: [73] [500/610] learning_rate: 0.206220 loss_vfl: 1.163945 loss_bbox: 0.564175 loss_dfl: 0.439624 loss: 2.186999 eta: 1 day, 8:45:05 batch_cost: 0.8314 data_cost: 0.0014 ips: 57.7366 images/s [03/12 21:13:05] ppdet.engine INFO: Epoch: [73] [520/610] learning_rate: 0.206192 loss_vfl: 1.164998 loss_bbox: 0.550560 loss_dfl: 0.440654 loss: 2.169096 eta: 1 day, 8:44:49 batch_cost: 0.8737 data_cost: 0.0004 ips: 54.9404 images/s [03/12 21:13:23] ppdet.engine INFO: Epoch: [73] [540/610] learning_rate: 0.206163 loss_vfl: 1.199299 loss_bbox: 0.591950 loss_dfl: 0.466599 loss: 2.244423 eta: 1 day, 8:44:29 batch_cost: 0.8176 data_cost: 0.0003 ips: 58.7093 images/s [03/12 21:13:42] ppdet.engine INFO: Epoch: [73] [560/610] learning_rate: 0.206134 loss_vfl: 1.142210 loss_bbox: 0.562827 loss_dfl: 0.422199 loss: 2.091245 eta: 1 day, 8:44:14 batch_cost: 0.8803 data_cost: 0.0009 ips: 54.5280 images/s [03/12 21:14:02] ppdet.engine INFO: Epoch: [73] [580/610] learning_rate: 0.206105 loss_vfl: 1.116488 loss_bbox: 0.555323 loss_dfl: 0.426372 loss: 2.088544 eta: 1 day, 8:43:58 batch_cost: 0.8718 data_cost: 0.0003 ips: 55.0609 images/s [03/12 21:14:20] ppdet.engine INFO: Epoch: [73] [600/610] learning_rate: 0.206077 loss_vfl: 1.193727 loss_bbox: 0.566479 loss_dfl: 0.453909 loss: 2.212312 eta: 1 day, 8:43:38 batch_cost: 0.8157 data_cost: 0.0010 ips: 58.8483 images/s [03/12 21:14:33] ppdet.engine INFO: Epoch: [74] [ 0/610] learning_rate: 0.206062 loss_vfl: 1.182727 loss_bbox: 0.598454 loss_dfl: 0.456016 loss: 2.220365 eta: 1 day, 8:43:38 batch_cost: 0.9834 data_cost: 0.1724 ips: 48.8098 images/s [03/12 21:14:55] ppdet.engine INFO: Epoch: [74] [ 20/610] learning_rate: 0.206034 loss_vfl: 1.188654 loss_bbox: 0.558223 loss_dfl: 0.465130 loss: 2.209914 eta: 1 day, 8:43:28 batch_cost: 0.9573 data_cost: 0.0003 ips: 50.1400 images/s [03/12 21:15:14] ppdet.engine INFO: Epoch: [74] [ 40/610] learning_rate: 0.206005 loss_vfl: 1.097189 loss_bbox: 0.574680 loss_dfl: 0.422672 loss: 2.081063 eta: 1 day, 8:43:09 batch_cost: 0.8396 data_cost: 0.0003 ips: 57.1711 images/s [03/12 21:15:33] ppdet.engine INFO: Epoch: [74] [ 60/610] learning_rate: 0.205976 loss_vfl: 1.137830 loss_bbox: 0.576607 loss_dfl: 0.439199 loss: 2.143351 eta: 1 day, 8:42:53 batch_cost: 0.8572 data_cost: 0.0003 ips: 55.9961 images/s [03/12 21:15:52] ppdet.engine INFO: Epoch: [74] [ 80/610] learning_rate: 0.205947 loss_vfl: 1.215185 loss_bbox: 0.578604 loss_dfl: 0.471676 loss: 2.272911 eta: 1 day, 8:42:38 batch_cost: 0.8999 data_cost: 0.0003 ips: 53.3410 images/s [03/12 21:16:12] ppdet.engine INFO: Epoch: [74] [100/610] learning_rate: 0.205918 loss_vfl: 1.174122 loss_bbox: 0.544826 loss_dfl: 0.441422 loss: 2.185612 eta: 1 day, 8:42:23 batch_cost: 0.8836 data_cost: 0.0003 ips: 54.3229 images/s [03/12 21:16:31] ppdet.engine INFO: Epoch: [74] [120/610] learning_rate: 0.205890 loss_vfl: 1.291494 loss_bbox: 0.593384 loss_dfl: 0.472278 loss: 2.342187 eta: 1 day, 8:42:06 batch_cost: 0.8652 data_cost: 0.0004 ips: 55.4757 images/s [03/12 21:16:49] ppdet.engine INFO: Epoch: [74] [140/610] learning_rate: 0.205861 loss_vfl: 1.160908 loss_bbox: 0.555378 loss_dfl: 0.443351 loss: 2.165391 eta: 1 day, 8:41:48 batch_cost: 0.8327 data_cost: 0.0003 ips: 57.6412 images/s [03/12 21:17:09] ppdet.engine INFO: Epoch: [74] [160/610] learning_rate: 0.205832 loss_vfl: 1.176511 loss_bbox: 0.544338 loss_dfl: 0.437990 loss: 2.194228 eta: 1 day, 8:41:33 batch_cost: 0.8916 data_cost: 0.0013 ips: 53.8377 images/s [03/12 21:17:29] ppdet.engine INFO: Epoch: [74] [180/610] learning_rate: 0.205803 loss_vfl: 1.171758 loss_bbox: 0.564984 loss_dfl: 0.453613 loss: 2.206535 eta: 1 day, 8:41:17 batch_cost: 0.8747 data_cost: 0.0003 ips: 54.8733 images/s [03/12 21:17:48] ppdet.engine INFO: Epoch: [74] [200/610] learning_rate: 0.205774 loss_vfl: 1.254622 loss_bbox: 0.637010 loss_dfl: 0.485437 loss: 2.383533 eta: 1 day, 8:41:01 batch_cost: 0.8662 data_cost: 0.0003 ips: 55.4135 images/s [03/12 21:18:07] ppdet.engine INFO: Epoch: [74] [220/610] learning_rate: 0.205745 loss_vfl: 1.159295 loss_bbox: 0.536538 loss_dfl: 0.431137 loss: 2.120974 eta: 1 day, 8:40:46 batch_cost: 0.8870 data_cost: 0.0003 ips: 54.1122 images/s [03/12 21:18:26] ppdet.engine INFO: Epoch: [74] [240/610] learning_rate: 0.205717 loss_vfl: 1.168122 loss_bbox: 0.576535 loss_dfl: 0.460192 loss: 2.203192 eta: 1 day, 8:40:28 batch_cost: 0.8378 data_cost: 0.0006 ips: 57.2903 images/s [03/12 21:18:45] ppdet.engine INFO: Epoch: [74] [260/610] learning_rate: 0.205688 loss_vfl: 1.156430 loss_bbox: 0.564786 loss_dfl: 0.439772 loss: 2.144405 eta: 1 day, 8:40:11 batch_cost: 0.8572 data_cost: 0.0005 ips: 55.9960 images/s [03/12 21:19:04] ppdet.engine INFO: Epoch: [74] [280/610] learning_rate: 0.205659 loss_vfl: 1.203292 loss_bbox: 0.589486 loss_dfl: 0.460937 loss: 2.245581 eta: 1 day, 8:39:55 batch_cost: 0.8804 data_cost: 0.0003 ips: 54.5206 images/s [03/12 21:19:24] ppdet.engine INFO: Epoch: [74] [300/610] learning_rate: 0.205630 loss_vfl: 1.171763 loss_bbox: 0.534106 loss_dfl: 0.422123 loss: 2.127820 eta: 1 day, 8:39:39 batch_cost: 0.8663 data_cost: 0.0010 ips: 55.4062 images/s [03/12 21:19:43] ppdet.engine INFO: Epoch: [74] [320/610] learning_rate: 0.205601 loss_vfl: 1.203714 loss_bbox: 0.580301 loss_dfl: 0.457168 loss: 2.239766 eta: 1 day, 8:39:21 batch_cost: 0.8485 data_cost: 0.0003 ips: 56.5686 images/s [03/12 21:20:01] ppdet.engine INFO: Epoch: [74] [340/610] learning_rate: 0.205572 loss_vfl: 1.183821 loss_bbox: 0.549000 loss_dfl: 0.444089 loss: 2.200954 eta: 1 day, 8:39:04 batch_cost: 0.8463 data_cost: 0.0003 ips: 56.7170 images/s [03/12 21:20:21] ppdet.engine INFO: Epoch: [74] [360/610] learning_rate: 0.205543 loss_vfl: 1.214386 loss_bbox: 0.594752 loss_dfl: 0.465016 loss: 2.294970 eta: 1 day, 8:38:48 batch_cost: 0.8824 data_cost: 0.0003 ips: 54.3954 images/s [03/12 21:20:40] ppdet.engine INFO: Epoch: [74] [380/610] learning_rate: 0.205514 loss_vfl: 1.093321 loss_bbox: 0.515270 loss_dfl: 0.413187 loss: 1.997857 eta: 1 day, 8:38:33 batch_cost: 0.8935 data_cost: 0.0003 ips: 53.7236 images/s [03/12 21:20:59] ppdet.engine INFO: Epoch: [74] [400/610] learning_rate: 0.205485 loss_vfl: 1.144125 loss_bbox: 0.557631 loss_dfl: 0.444258 loss: 2.154506 eta: 1 day, 8:38:16 batch_cost: 0.8487 data_cost: 0.0003 ips: 56.5598 images/s [03/12 21:21:18] ppdet.engine INFO: Epoch: [74] [420/610] learning_rate: 0.205456 loss_vfl: 1.177764 loss_bbox: 0.557319 loss_dfl: 0.435519 loss: 2.136714 eta: 1 day, 8:37:59 batch_cost: 0.8485 data_cost: 0.0003 ips: 56.5730 images/s [03/12 21:21:36] ppdet.engine INFO: Epoch: [74] [440/610] learning_rate: 0.205427 loss_vfl: 1.147013 loss_bbox: 0.533391 loss_dfl: 0.422431 loss: 2.088529 eta: 1 day, 8:37:39 batch_cost: 0.8204 data_cost: 0.0003 ips: 58.5060 images/s [03/12 21:21:55] ppdet.engine INFO: Epoch: [74] [460/610] learning_rate: 0.205398 loss_vfl: 1.211125 loss_bbox: 0.598101 loss_dfl: 0.465543 loss: 2.274359 eta: 1 day, 8:37:19 batch_cost: 0.8061 data_cost: 0.0003 ips: 59.5458 images/s [03/12 21:22:14] ppdet.engine INFO: Epoch: [74] [480/610] learning_rate: 0.205369 loss_vfl: 1.156823 loss_bbox: 0.585763 loss_dfl: 0.456626 loss: 2.187835 eta: 1 day, 8:37:01 batch_cost: 0.8377 data_cost: 0.0003 ips: 57.3028 images/s [03/12 21:22:33] ppdet.engine INFO: Epoch: [74] [500/610] learning_rate: 0.205340 loss_vfl: 1.164809 loss_bbox: 0.537746 loss_dfl: 0.447827 loss: 2.150841 eta: 1 day, 8:36:45 batch_cost: 0.8633 data_cost: 0.0003 ips: 55.6012 images/s [03/12 21:22:51] ppdet.engine INFO: Epoch: [74] [520/610] learning_rate: 0.205311 loss_vfl: 1.174246 loss_bbox: 0.528547 loss_dfl: 0.410729 loss: 2.121345 eta: 1 day, 8:36:25 batch_cost: 0.8131 data_cost: 0.0003 ips: 59.0311 images/s [03/12 21:23:10] ppdet.engine INFO: Epoch: [74] [540/610] learning_rate: 0.205282 loss_vfl: 1.183715 loss_bbox: 0.555428 loss_dfl: 0.444159 loss: 2.194599 eta: 1 day, 8:36:10 batch_cost: 0.8848 data_cost: 0.0011 ips: 54.2471 images/s [03/12 21:23:29] ppdet.engine INFO: Epoch: [74] [560/610] learning_rate: 0.205253 loss_vfl: 1.156371 loss_bbox: 0.550622 loss_dfl: 0.433077 loss: 2.157005 eta: 1 day, 8:35:54 batch_cost: 0.8743 data_cost: 0.0015 ips: 54.9029 images/s [03/12 21:23:48] ppdet.engine INFO: Epoch: [74] [580/610] learning_rate: 0.205224 loss_vfl: 1.210529 loss_bbox: 0.561628 loss_dfl: 0.441838 loss: 2.200412 eta: 1 day, 8:35:38 batch_cost: 0.8748 data_cost: 0.0003 ips: 54.8685 images/s [03/12 21:24:08] ppdet.engine INFO: Epoch: [74] [600/610] learning_rate: 0.205195 loss_vfl: 1.097097 loss_bbox: 0.532601 loss_dfl: 0.417135 loss: 2.056975 eta: 1 day, 8:35:20 batch_cost: 0.8441 data_cost: 0.0005 ips: 56.8660 images/s [03/12 21:24:21] ppdet.engine INFO: Epoch: [75] [ 0/610] learning_rate: 0.205180 loss_vfl: 1.134778 loss_bbox: 0.535633 loss_dfl: 0.423124 loss: 2.074721 eta: 1 day, 8:35:18 batch_cost: 0.9445 data_cost: 0.2026 ips: 50.8196 images/s [03/12 21:24:44] ppdet.engine INFO: Epoch: [75] [ 20/610] learning_rate: 0.205151 loss_vfl: 1.211945 loss_bbox: 0.602697 loss_dfl: 0.480302 loss: 2.298653 eta: 1 day, 8:35:15 batch_cost: 1.0863 data_cost: 0.0003 ips: 44.1851 images/s [03/12 21:25:03] ppdet.engine INFO: Epoch: [75] [ 40/610] learning_rate: 0.205122 loss_vfl: 1.123813 loss_bbox: 0.555120 loss_dfl: 0.440810 loss: 2.110422 eta: 1 day, 8:35:00 batch_cost: 0.8869 data_cost: 0.0003 ips: 54.1205 images/s [03/12 21:25:23] ppdet.engine INFO: Epoch: [75] [ 60/610] learning_rate: 0.205093 loss_vfl: 1.206002 loss_bbox: 0.593163 loss_dfl: 0.460387 loss: 2.267146 eta: 1 day, 8:34:44 batch_cost: 0.8725 data_cost: 0.0006 ips: 55.0125 images/s [03/12 21:25:42] ppdet.engine INFO: Epoch: [75] [ 80/610] learning_rate: 0.205064 loss_vfl: 1.203303 loss_bbox: 0.600903 loss_dfl: 0.473208 loss: 2.282006 eta: 1 day, 8:34:24 batch_cost: 0.8183 data_cost: 0.0003 ips: 58.6599 images/s [03/12 21:26:01] ppdet.engine INFO: Epoch: [75] [100/610] learning_rate: 0.205035 loss_vfl: 1.190898 loss_bbox: 0.598400 loss_dfl: 0.457286 loss: 2.249793 eta: 1 day, 8:34:07 batch_cost: 0.8442 data_cost: 0.0003 ips: 56.8615 images/s [03/12 21:26:20] ppdet.engine INFO: Epoch: [75] [120/610] learning_rate: 0.205006 loss_vfl: 1.216692 loss_bbox: 0.604617 loss_dfl: 0.465424 loss: 2.290285 eta: 1 day, 8:33:49 batch_cost: 0.8412 data_cost: 0.0009 ips: 57.0586 images/s [03/12 21:26:38] ppdet.engine INFO: Epoch: [75] [140/610] learning_rate: 0.204977 loss_vfl: 1.228213 loss_bbox: 0.583614 loss_dfl: 0.454913 loss: 2.252628 eta: 1 day, 8:33:29 batch_cost: 0.8020 data_cost: 0.0003 ips: 59.8501 images/s [03/12 21:26:56] ppdet.engine INFO: Epoch: [75] [160/610] learning_rate: 0.204948 loss_vfl: 1.189052 loss_bbox: 0.554127 loss_dfl: 0.443156 loss: 2.202039 eta: 1 day, 8:33:09 batch_cost: 0.8211 data_cost: 0.0003 ips: 58.4571 images/s [03/12 21:27:15] ppdet.engine INFO: Epoch: [75] [180/610] learning_rate: 0.204918 loss_vfl: 1.159203 loss_bbox: 0.546727 loss_dfl: 0.444649 loss: 2.162039 eta: 1 day, 8:32:54 batch_cost: 0.8757 data_cost: 0.0010 ips: 54.8111 images/s [03/12 21:27:34] ppdet.engine INFO: Epoch: [75] [200/610] learning_rate: 0.204889 loss_vfl: 1.265218 loss_bbox: 0.620570 loss_dfl: 0.487264 loss: 2.372668 eta: 1 day, 8:32:35 batch_cost: 0.8267 data_cost: 0.0003 ips: 58.0600 images/s [03/12 21:27:53] ppdet.engine INFO: Epoch: [75] [220/610] learning_rate: 0.204860 loss_vfl: 1.163018 loss_bbox: 0.583300 loss_dfl: 0.440189 loss: 2.147746 eta: 1 day, 8:32:17 batch_cost: 0.8482 data_cost: 0.0004 ips: 56.5895 images/s [03/12 21:28:11] ppdet.engine INFO: Epoch: [75] [240/610] learning_rate: 0.204831 loss_vfl: 1.225658 loss_bbox: 0.612356 loss_dfl: 0.470729 loss: 2.295595 eta: 1 day, 8:31:59 batch_cost: 0.8425 data_cost: 0.0009 ips: 56.9756 images/s [03/12 21:28:30] ppdet.engine INFO: Epoch: [75] [260/610] learning_rate: 0.204802 loss_vfl: 1.163105 loss_bbox: 0.564261 loss_dfl: 0.456013 loss: 2.181270 eta: 1 day, 8:31:43 batch_cost: 0.8576 data_cost: 0.0003 ips: 55.9690 images/s [03/12 21:28:49] ppdet.engine INFO: Epoch: [75] [280/610] learning_rate: 0.204773 loss_vfl: 1.181369 loss_bbox: 0.570539 loss_dfl: 0.455708 loss: 2.194366 eta: 1 day, 8:31:26 batch_cost: 0.8700 data_cost: 0.0003 ips: 55.1712 images/s [03/12 21:29:08] ppdet.engine INFO: Epoch: [75] [300/610] learning_rate: 0.204743 loss_vfl: 1.146538 loss_bbox: 0.557577 loss_dfl: 0.454296 loss: 2.191701 eta: 1 day, 8:31:09 batch_cost: 0.8534 data_cost: 0.0003 ips: 56.2456 images/s [03/12 21:29:27] ppdet.engine INFO: Epoch: [75] [320/610] learning_rate: 0.204714 loss_vfl: 1.228366 loss_bbox: 0.572609 loss_dfl: 0.451512 loss: 2.234424 eta: 1 day, 8:30:52 batch_cost: 0.8471 data_cost: 0.0006 ips: 56.6654 images/s [03/12 21:29:46] ppdet.engine INFO: Epoch: [75] [340/610] learning_rate: 0.204685 loss_vfl: 1.179805 loss_bbox: 0.581096 loss_dfl: 0.450942 loss: 2.186167 eta: 1 day, 8:30:36 batch_cost: 0.8793 data_cost: 0.0009 ips: 54.5882 images/s [03/12 21:30:05] ppdet.engine INFO: Epoch: [75] [360/610] learning_rate: 0.204656 loss_vfl: 1.195783 loss_bbox: 0.572950 loss_dfl: 0.446901 loss: 2.190934 eta: 1 day, 8:30:18 batch_cost: 0.8461 data_cost: 0.0003 ips: 56.7342 images/s [03/12 21:30:24] ppdet.engine INFO: Epoch: [75] [380/610] learning_rate: 0.204626 loss_vfl: 1.145953 loss_bbox: 0.550595 loss_dfl: 0.443319 loss: 2.155397 eta: 1 day, 8:30:01 batch_cost: 0.8463 data_cost: 0.0003 ips: 56.7177 images/s [03/12 21:30:43] ppdet.engine INFO: Epoch: [75] [400/610] learning_rate: 0.204597 loss_vfl: 1.207112 loss_bbox: 0.584955 loss_dfl: 0.464511 loss: 2.284798 eta: 1 day, 8:29:43 batch_cost: 0.8437 data_cost: 0.0003 ips: 56.8894 images/s [03/12 21:31:01] ppdet.engine INFO: Epoch: [75] [420/610] learning_rate: 0.204568 loss_vfl: 1.142676 loss_bbox: 0.564546 loss_dfl: 0.432975 loss: 2.141399 eta: 1 day, 8:29:25 batch_cost: 0.8462 data_cost: 0.0003 ips: 56.7272 images/s [03/12 21:31:21] ppdet.engine INFO: Epoch: [75] [440/610] learning_rate: 0.204539 loss_vfl: 1.229457 loss_bbox: 0.582448 loss_dfl: 0.456779 loss: 2.277081 eta: 1 day, 8:29:08 batch_cost: 0.8495 data_cost: 0.0003 ips: 56.5055 images/s [03/12 21:31:40] ppdet.engine INFO: Epoch: [75] [460/610] learning_rate: 0.204509 loss_vfl: 1.221522 loss_bbox: 0.571613 loss_dfl: 0.456905 loss: 2.236571 eta: 1 day, 8:28:52 batch_cost: 0.8785 data_cost: 0.0003 ips: 54.6411 images/s [03/12 21:31:59] ppdet.engine INFO: Epoch: [75] [480/610] learning_rate: 0.204480 loss_vfl: 1.193589 loss_bbox: 0.547673 loss_dfl: 0.428348 loss: 2.209740 eta: 1 day, 8:28:36 batch_cost: 0.8692 data_cost: 0.0017 ips: 55.2243 images/s [03/12 21:32:18] ppdet.engine INFO: Epoch: [75] [500/610] learning_rate: 0.204451 loss_vfl: 1.124619 loss_bbox: 0.537832 loss_dfl: 0.422118 loss: 2.085892 eta: 1 day, 8:28:18 batch_cost: 0.8421 data_cost: 0.0004 ips: 56.9972 images/s [03/12 21:32:36] ppdet.engine INFO: Epoch: [75] [520/610] learning_rate: 0.204421 loss_vfl: 1.152788 loss_bbox: 0.550886 loss_dfl: 0.447890 loss: 2.172380 eta: 1 day, 8:28:00 batch_cost: 0.8376 data_cost: 0.0003 ips: 57.3048 images/s [03/12 21:32:55] ppdet.engine INFO: Epoch: [75] [540/610] learning_rate: 0.204392 loss_vfl: 1.156747 loss_bbox: 0.565632 loss_dfl: 0.449063 loss: 2.214857 eta: 1 day, 8:27:44 batch_cost: 0.8769 data_cost: 0.0009 ips: 54.7382 images/s [03/12 21:33:14] ppdet.engine INFO: Epoch: [75] [560/610] learning_rate: 0.204363 loss_vfl: 1.188483 loss_bbox: 0.569010 loss_dfl: 0.452532 loss: 2.193623 eta: 1 day, 8:27:25 batch_cost: 0.8226 data_cost: 0.0003 ips: 58.3538 images/s [03/12 21:33:33] ppdet.engine INFO: Epoch: [75] [580/610] learning_rate: 0.204333 loss_vfl: 1.171353 loss_bbox: 0.597743 loss_dfl: 0.454031 loss: 2.223987 eta: 1 day, 8:27:08 batch_cost: 0.8603 data_cost: 0.0009 ips: 55.7935 images/s [03/12 21:33:51] ppdet.engine INFO: Epoch: [75] [600/610] learning_rate: 0.204304 loss_vfl: 1.191650 loss_bbox: 0.553453 loss_dfl: 0.446968 loss: 2.204555 eta: 1 day, 8:26:50 batch_cost: 0.8252 data_cost: 0.0012 ips: 58.1695 images/s [03/12 21:34:08] ppdet.engine INFO: Epoch: [76] [ 0/610] learning_rate: 0.204289 loss_vfl: 1.183580 loss_bbox: 0.591098 loss_dfl: 0.453221 loss: 2.223608 eta: 1 day, 8:27:00 batch_cost: 1.1377 data_cost: 0.3234 ips: 42.1918 images/s [03/12 21:34:29] ppdet.engine INFO: Epoch: [76] [ 20/610] learning_rate: 0.204260 loss_vfl: 1.123314 loss_bbox: 0.557398 loss_dfl: 0.431080 loss: 2.060835 eta: 1 day, 8:26:47 batch_cost: 0.9327 data_cost: 0.0051 ips: 51.4655 images/s [03/12 21:34:49] ppdet.engine INFO: Epoch: [76] [ 40/610] learning_rate: 0.204230 loss_vfl: 1.173557 loss_bbox: 0.576173 loss_dfl: 0.452063 loss: 2.194042 eta: 1 day, 8:26:32 batch_cost: 0.8796 data_cost: 0.0007 ips: 54.5688 images/s [03/12 21:35:08] ppdet.engine INFO: Epoch: [76] [ 60/610] learning_rate: 0.204201 loss_vfl: 1.196404 loss_bbox: 0.601113 loss_dfl: 0.464220 loss: 2.253574 eta: 1 day, 8:26:14 batch_cost: 0.8469 data_cost: 0.0006 ips: 56.6740 images/s [03/12 21:35:27] ppdet.engine INFO: Epoch: [76] [ 80/610] learning_rate: 0.204172 loss_vfl: 1.137733 loss_bbox: 0.541801 loss_dfl: 0.421681 loss: 2.095954 eta: 1 day, 8:25:56 batch_cost: 0.8316 data_cost: 0.0004 ips: 57.7169 images/s [03/12 21:35:45] ppdet.engine INFO: Epoch: [76] [100/610] learning_rate: 0.204142 loss_vfl: 1.176496 loss_bbox: 0.576858 loss_dfl: 0.460271 loss: 2.207304 eta: 1 day, 8:25:39 batch_cost: 0.8561 data_cost: 0.0004 ips: 56.0701 images/s [03/12 21:36:05] ppdet.engine INFO: Epoch: [76] [120/610] learning_rate: 0.204113 loss_vfl: 1.160350 loss_bbox: 0.540127 loss_dfl: 0.431574 loss: 2.141971 eta: 1 day, 8:25:24 batch_cost: 0.8939 data_cost: 0.0015 ips: 53.7002 images/s [03/12 21:36:24] ppdet.engine INFO: Epoch: [76] [140/610] learning_rate: 0.204083 loss_vfl: 1.176615 loss_bbox: 0.587309 loss_dfl: 0.456467 loss: 2.231817 eta: 1 day, 8:25:07 batch_cost: 0.8570 data_cost: 0.0010 ips: 56.0092 images/s [03/12 21:36:44] ppdet.engine INFO: Epoch: [76] [160/610] learning_rate: 0.204054 loss_vfl: 1.166668 loss_bbox: 0.529187 loss_dfl: 0.430713 loss: 2.123340 eta: 1 day, 8:24:52 batch_cost: 0.9015 data_cost: 0.0004 ips: 53.2453 images/s [03/12 21:37:04] ppdet.engine INFO: Epoch: [76] [180/610] learning_rate: 0.204024 loss_vfl: 1.131714 loss_bbox: 0.547831 loss_dfl: 0.438201 loss: 2.091014 eta: 1 day, 8:24:36 batch_cost: 0.8669 data_cost: 0.0016 ips: 55.3690 images/s [03/12 21:37:22] ppdet.engine INFO: Epoch: [76] [200/610] learning_rate: 0.203995 loss_vfl: 1.220067 loss_bbox: 0.602607 loss_dfl: 0.463123 loss: 2.309584 eta: 1 day, 8:24:16 batch_cost: 0.7990 data_cost: 0.0009 ips: 60.0775 images/s [03/12 21:37:41] ppdet.engine INFO: Epoch: [76] [220/610] learning_rate: 0.203965 loss_vfl: 1.164445 loss_bbox: 0.567829 loss_dfl: 0.444679 loss: 2.170524 eta: 1 day, 8:23:58 batch_cost: 0.8503 data_cost: 0.0010 ips: 56.4516 images/s [03/12 21:38:00] ppdet.engine INFO: Epoch: [76] [240/610] learning_rate: 0.203936 loss_vfl: 1.233935 loss_bbox: 0.599211 loss_dfl: 0.472408 loss: 2.309495 eta: 1 day, 8:23:41 batch_cost: 0.8511 data_cost: 0.0009 ips: 56.3960 images/s [03/12 21:38:18] ppdet.engine INFO: Epoch: [76] [260/610] learning_rate: 0.203907 loss_vfl: 1.205570 loss_bbox: 0.600182 loss_dfl: 0.466841 loss: 2.290311 eta: 1 day, 8:23:20 batch_cost: 0.7915 data_cost: 0.0003 ips: 60.6453 images/s [03/12 21:38:36] ppdet.engine INFO: Epoch: [76] [280/610] learning_rate: 0.203877 loss_vfl: 1.170920 loss_bbox: 0.570297 loss_dfl: 0.442693 loss: 2.180705 eta: 1 day, 8:23:00 batch_cost: 0.8082 data_cost: 0.0003 ips: 59.3919 images/s [03/12 21:38:55] ppdet.engine INFO: Epoch: [76] [300/610] learning_rate: 0.203847 loss_vfl: 1.186209 loss_bbox: 0.569738 loss_dfl: 0.448318 loss: 2.227729 eta: 1 day, 8:22:44 batch_cost: 0.8690 data_cost: 0.0008 ips: 55.2354 images/s [03/12 21:39:14] ppdet.engine INFO: Epoch: [76] [320/610] learning_rate: 0.203818 loss_vfl: 1.200669 loss_bbox: 0.572374 loss_dfl: 0.443201 loss: 2.184563 eta: 1 day, 8:22:28 batch_cost: 0.8775 data_cost: 0.0003 ips: 54.7027 images/s [03/12 21:39:33] ppdet.engine INFO: Epoch: [76] [340/610] learning_rate: 0.203788 loss_vfl: 1.270268 loss_bbox: 0.607345 loss_dfl: 0.487104 loss: 2.386256 eta: 1 day, 8:22:09 batch_cost: 0.8279 data_cost: 0.0003 ips: 57.9806 images/s [03/12 21:39:51] ppdet.engine INFO: Epoch: [76] [360/610] learning_rate: 0.203759 loss_vfl: 1.187479 loss_bbox: 0.560647 loss_dfl: 0.439342 loss: 2.199128 eta: 1 day, 8:21:49 batch_cost: 0.7894 data_cost: 0.0003 ips: 60.8059 images/s [03/12 21:40:10] ppdet.engine INFO: Epoch: [76] [380/610] learning_rate: 0.203729 loss_vfl: 1.122090 loss_bbox: 0.543872 loss_dfl: 0.428470 loss: 2.128944 eta: 1 day, 8:21:33 batch_cost: 0.8784 data_cost: 0.0003 ips: 54.6439 images/s [03/12 21:40:29] ppdet.engine INFO: Epoch: [76] [400/610] learning_rate: 0.203700 loss_vfl: 1.094306 loss_bbox: 0.528791 loss_dfl: 0.414264 loss: 2.022719 eta: 1 day, 8:21:17 batch_cost: 0.8695 data_cost: 0.0003 ips: 55.2049 images/s [03/12 21:40:48] ppdet.engine INFO: Epoch: [76] [420/610] learning_rate: 0.203670 loss_vfl: 1.171984 loss_bbox: 0.575191 loss_dfl: 0.458131 loss: 2.221430 eta: 1 day, 8:21:00 batch_cost: 0.8725 data_cost: 0.0003 ips: 55.0137 images/s [03/12 21:41:07] ppdet.engine INFO: Epoch: [76] [440/610] learning_rate: 0.203641 loss_vfl: 1.146509 loss_bbox: 0.549051 loss_dfl: 0.446699 loss: 2.171500 eta: 1 day, 8:20:43 batch_cost: 0.8505 data_cost: 0.0007 ips: 56.4349 images/s [03/12 21:41:25] ppdet.engine INFO: Epoch: [76] [460/610] learning_rate: 0.203611 loss_vfl: 1.153809 loss_bbox: 0.553525 loss_dfl: 0.450383 loss: 2.146240 eta: 1 day, 8:20:26 batch_cost: 0.8539 data_cost: 0.0011 ips: 56.2145 images/s [03/12 21:41:43] ppdet.engine INFO: Epoch: [76] [480/610] learning_rate: 0.203581 loss_vfl: 1.091025 loss_bbox: 0.526145 loss_dfl: 0.414046 loss: 2.015473 eta: 1 day, 8:20:06 batch_cost: 0.8077 data_cost: 0.0003 ips: 59.4272 images/s [03/12 21:42:01] ppdet.engine INFO: Epoch: [76] [500/610] learning_rate: 0.203552 loss_vfl: 1.124670 loss_bbox: 0.517978 loss_dfl: 0.423656 loss: 2.095079 eta: 1 day, 8:19:46 batch_cost: 0.7978 data_cost: 0.0003 ips: 60.1686 images/s [03/12 21:42:20] ppdet.engine INFO: Epoch: [76] [520/610] learning_rate: 0.203522 loss_vfl: 1.155408 loss_bbox: 0.561304 loss_dfl: 0.451887 loss: 2.172086 eta: 1 day, 8:19:27 batch_cost: 0.8219 data_cost: 0.0003 ips: 58.4026 images/s [03/12 21:42:38] ppdet.engine INFO: Epoch: [76] [540/610] learning_rate: 0.203492 loss_vfl: 1.156006 loss_bbox: 0.532102 loss_dfl: 0.425964 loss: 2.136926 eta: 1 day, 8:19:08 batch_cost: 0.8209 data_cost: 0.0008 ips: 58.4705 images/s [03/12 21:42:57] ppdet.engine INFO: Epoch: [76] [560/610] learning_rate: 0.203463 loss_vfl: 1.206743 loss_bbox: 0.573522 loss_dfl: 0.447115 loss: 2.214434 eta: 1 day, 8:18:50 batch_cost: 0.8398 data_cost: 0.0003 ips: 57.1557 images/s [03/12 21:43:16] ppdet.engine INFO: Epoch: [76] [580/610] learning_rate: 0.203433 loss_vfl: 1.106855 loss_bbox: 0.554284 loss_dfl: 0.441845 loss: 2.112505 eta: 1 day, 8:18:33 batch_cost: 0.8713 data_cost: 0.0003 ips: 55.0871 images/s [03/12 21:43:35] ppdet.engine INFO: Epoch: [76] [600/610] learning_rate: 0.203404 loss_vfl: 1.208221 loss_bbox: 0.593598 loss_dfl: 0.457862 loss: 2.292465 eta: 1 day, 8:18:13 batch_cost: 0.7970 data_cost: 0.0004 ips: 60.2294 images/s [03/12 21:43:49] ppdet.engine INFO: Epoch: [77] [ 0/610] learning_rate: 0.203389 loss_vfl: 1.179064 loss_bbox: 0.593598 loss_dfl: 0.457862 loss: 2.273263 eta: 1 day, 8:18:13 batch_cost: 0.9785 data_cost: 0.1529 ips: 49.0547 images/s [03/12 21:44:10] ppdet.engine INFO: Epoch: [77] [ 20/610] learning_rate: 0.203359 loss_vfl: 1.281519 loss_bbox: 0.616700 loss_dfl: 0.477839 loss: 2.408737 eta: 1 day, 8:18:01 batch_cost: 0.9270 data_cost: 0.0004 ips: 51.7785 images/s [03/12 21:44:29] ppdet.engine INFO: Epoch: [77] [ 40/610] learning_rate: 0.203329 loss_vfl: 1.180064 loss_bbox: 0.571507 loss_dfl: 0.448244 loss: 2.213537 eta: 1 day, 8:17:41 batch_cost: 0.8071 data_cost: 0.0012 ips: 59.4735 images/s [03/12 21:44:47] ppdet.engine INFO: Epoch: [77] [ 60/610] learning_rate: 0.203300 loss_vfl: 1.120378 loss_bbox: 0.559883 loss_dfl: 0.439784 loss: 2.117778 eta: 1 day, 8:17:23 batch_cost: 0.8443 data_cost: 0.0048 ips: 56.8529 images/s [03/12 21:45:07] ppdet.engine INFO: Epoch: [77] [ 80/610] learning_rate: 0.203270 loss_vfl: 1.155990 loss_bbox: 0.573699 loss_dfl: 0.451575 loss: 2.184429 eta: 1 day, 8:17:07 batch_cost: 0.8744 data_cost: 0.0003 ips: 54.8918 images/s [03/12 21:45:25] ppdet.engine INFO: Epoch: [77] [100/610] learning_rate: 0.203240 loss_vfl: 1.155925 loss_bbox: 0.534798 loss_dfl: 0.424841 loss: 2.117626 eta: 1 day, 8:16:49 batch_cost: 0.8467 data_cost: 0.0003 ips: 56.6923 images/s [03/12 21:45:45] ppdet.engine INFO: Epoch: [77] [120/610] learning_rate: 0.203210 loss_vfl: 1.203654 loss_bbox: 0.571574 loss_dfl: 0.451117 loss: 2.197756 eta: 1 day, 8:16:32 batch_cost: 0.8497 data_cost: 0.0003 ips: 56.4884 images/s [03/12 21:46:04] ppdet.engine INFO: Epoch: [77] [140/610] learning_rate: 0.203181 loss_vfl: 1.133407 loss_bbox: 0.515454 loss_dfl: 0.432037 loss: 2.137723 eta: 1 day, 8:16:15 batch_cost: 0.8615 data_cost: 0.0003 ips: 55.7197 images/s [03/12 21:46:23] ppdet.engine INFO: Epoch: [77] [160/610] learning_rate: 0.203151 loss_vfl: 1.163845 loss_bbox: 0.571902 loss_dfl: 0.451591 loss: 2.188635 eta: 1 day, 8:15:58 batch_cost: 0.8540 data_cost: 0.0009 ips: 56.2034 images/s [03/12 21:46:42] ppdet.engine INFO: Epoch: [77] [180/610] learning_rate: 0.203121 loss_vfl: 1.178218 loss_bbox: 0.561755 loss_dfl: 0.446055 loss: 2.213373 eta: 1 day, 8:15:42 batch_cost: 0.8663 data_cost: 0.0003 ips: 55.4054 images/s [03/12 21:47:01] ppdet.engine INFO: Epoch: [77] [200/610] learning_rate: 0.203091 loss_vfl: 1.211017 loss_bbox: 0.576893 loss_dfl: 0.456677 loss: 2.279041 eta: 1 day, 8:15:24 batch_cost: 0.8417 data_cost: 0.0003 ips: 57.0249 images/s [03/12 21:47:20] ppdet.engine INFO: Epoch: [77] [220/610] learning_rate: 0.203062 loss_vfl: 1.249318 loss_bbox: 0.590638 loss_dfl: 0.453513 loss: 2.320067 eta: 1 day, 8:15:05 batch_cost: 0.8286 data_cost: 0.0003 ips: 57.9294 images/s [03/12 21:47:39] ppdet.engine INFO: Epoch: [77] [240/610] learning_rate: 0.203032 loss_vfl: 1.228297 loss_bbox: 0.573031 loss_dfl: 0.452000 loss: 2.219606 eta: 1 day, 8:14:49 batch_cost: 0.8686 data_cost: 0.0003 ips: 55.2624 images/s [03/12 21:47:58] ppdet.engine INFO: Epoch: [77] [260/610] learning_rate: 0.203002 loss_vfl: 1.157284 loss_bbox: 0.566360 loss_dfl: 0.430520 loss: 2.113629 eta: 1 day, 8:14:31 batch_cost: 0.8344 data_cost: 0.0003 ips: 57.5291 images/s [03/12 21:48:17] ppdet.engine INFO: Epoch: [77] [280/610] learning_rate: 0.202972 loss_vfl: 1.202555 loss_bbox: 0.565118 loss_dfl: 0.447822 loss: 2.229300 eta: 1 day, 8:14:14 batch_cost: 0.8668 data_cost: 0.0003 ips: 55.3759 images/s [03/12 21:48:36] ppdet.engine INFO: Epoch: [77] [300/610] learning_rate: 0.202942 loss_vfl: 1.226085 loss_bbox: 0.574578 loss_dfl: 0.452591 loss: 2.234597 eta: 1 day, 8:13:58 batch_cost: 0.8649 data_cost: 0.0003 ips: 55.4991 images/s [03/12 21:48:55] ppdet.engine INFO: Epoch: [77] [320/610] learning_rate: 0.202913 loss_vfl: 1.207153 loss_bbox: 0.573817 loss_dfl: 0.452315 loss: 2.245271 eta: 1 day, 8:13:37 batch_cost: 0.7948 data_cost: 0.0003 ips: 60.3899 images/s [03/12 21:49:14] ppdet.engine INFO: Epoch: [77] [340/610] learning_rate: 0.202883 loss_vfl: 1.129906 loss_bbox: 0.549415 loss_dfl: 0.420545 loss: 2.085371 eta: 1 day, 8:13:18 batch_cost: 0.8265 data_cost: 0.0003 ips: 58.0780 images/s [03/12 21:49:32] ppdet.engine INFO: Epoch: [77] [360/610] learning_rate: 0.202853 loss_vfl: 1.184366 loss_bbox: 0.567688 loss_dfl: 0.432426 loss: 2.164591 eta: 1 day, 8:12:59 batch_cost: 0.8106 data_cost: 0.0014 ips: 59.2179 images/s [03/12 21:49:51] ppdet.engine INFO: Epoch: [77] [380/610] learning_rate: 0.202823 loss_vfl: 1.109858 loss_bbox: 0.551671 loss_dfl: 0.437114 loss: 2.081914 eta: 1 day, 8:12:41 batch_cost: 0.8446 data_cost: 0.0003 ips: 56.8349 images/s [03/12 21:50:10] ppdet.engine INFO: Epoch: [77] [400/610] learning_rate: 0.202793 loss_vfl: 1.218064 loss_bbox: 0.563521 loss_dfl: 0.439971 loss: 2.212372 eta: 1 day, 8:12:21 batch_cost: 0.8107 data_cost: 0.0003 ips: 59.2113 images/s [03/12 21:50:29] ppdet.engine INFO: Epoch: [77] [420/610] learning_rate: 0.202763 loss_vfl: 1.129494 loss_bbox: 0.550968 loss_dfl: 0.429725 loss: 2.105664 eta: 1 day, 8:12:04 batch_cost: 0.8535 data_cost: 0.0009 ips: 56.2375 images/s [03/12 21:50:47] ppdet.engine INFO: Epoch: [77] [440/610] learning_rate: 0.202733 loss_vfl: 1.207494 loss_bbox: 0.563891 loss_dfl: 0.448603 loss: 2.219622 eta: 1 day, 8:11:43 batch_cost: 0.7835 data_cost: 0.0003 ips: 61.2613 images/s [03/12 21:51:05] ppdet.engine INFO: Epoch: [77] [460/610] learning_rate: 0.202704 loss_vfl: 1.154438 loss_bbox: 0.560849 loss_dfl: 0.421889 loss: 2.121962 eta: 1 day, 8:11:23 batch_cost: 0.8077 data_cost: 0.0003 ips: 59.4282 images/s [03/12 21:51:25] ppdet.engine INFO: Epoch: [77] [480/610] learning_rate: 0.202674 loss_vfl: 1.155071 loss_bbox: 0.552978 loss_dfl: 0.438644 loss: 2.141293 eta: 1 day, 8:11:07 batch_cost: 0.8639 data_cost: 0.0003 ips: 55.5608 images/s [03/12 21:51:44] ppdet.engine INFO: Epoch: [77] [500/610] learning_rate: 0.202644 loss_vfl: 1.198337 loss_bbox: 0.577220 loss_dfl: 0.454823 loss: 2.257104 eta: 1 day, 8:10:50 batch_cost: 0.8685 data_cost: 0.0006 ips: 55.2650 images/s [03/12 21:52:03] ppdet.engine INFO: Epoch: [77] [520/610] learning_rate: 0.202614 loss_vfl: 1.148095 loss_bbox: 0.572835 loss_dfl: 0.450000 loss: 2.187770 eta: 1 day, 8:10:32 batch_cost: 0.8349 data_cost: 0.0003 ips: 57.4896 images/s [03/12 21:52:23] ppdet.engine INFO: Epoch: [77] [540/610] learning_rate: 0.202584 loss_vfl: 1.192299 loss_bbox: 0.586633 loss_dfl: 0.460929 loss: 2.272578 eta: 1 day, 8:10:18 batch_cost: 0.9060 data_cost: 0.0015 ips: 52.9804 images/s [03/12 21:52:42] ppdet.engine INFO: Epoch: [77] [560/610] learning_rate: 0.202554 loss_vfl: 1.170010 loss_bbox: 0.586079 loss_dfl: 0.456473 loss: 2.210457 eta: 1 day, 8:10:02 batch_cost: 0.8783 data_cost: 0.0003 ips: 54.6516 images/s [03/12 21:53:00] ppdet.engine INFO: Epoch: [77] [580/610] learning_rate: 0.202524 loss_vfl: 1.206368 loss_bbox: 0.575091 loss_dfl: 0.448021 loss: 2.231770 eta: 1 day, 8:09:41 batch_cost: 0.7887 data_cost: 0.0003 ips: 60.8586 images/s [03/12 21:53:18] ppdet.engine INFO: Epoch: [77] [600/610] learning_rate: 0.202494 loss_vfl: 1.209668 loss_bbox: 0.593803 loss_dfl: 0.465934 loss: 2.252364 eta: 1 day, 8:09:23 batch_cost: 0.8372 data_cost: 0.0004 ips: 57.3369 images/s [03/12 21:53:34] ppdet.engine INFO: Epoch: [78] [ 0/610] learning_rate: 0.202479 loss_vfl: 1.166120 loss_bbox: 0.587655 loss_dfl: 0.453106 loss: 2.217094 eta: 1 day, 8:09:28 batch_cost: 1.0690 data_cost: 0.2368 ips: 44.9013 images/s [03/12 21:53:55] ppdet.engine INFO: Epoch: [78] [ 20/610] learning_rate: 0.202449 loss_vfl: 1.171068 loss_bbox: 0.558499 loss_dfl: 0.426662 loss: 2.130778 eta: 1 day, 8:09:17 batch_cost: 0.9699 data_cost: 0.0006 ips: 49.4901 images/s [03/12 21:54:15] ppdet.engine INFO: Epoch: [78] [ 40/610] learning_rate: 0.202419 loss_vfl: 1.175738 loss_bbox: 0.584064 loss_dfl: 0.462562 loss: 2.207056 eta: 1 day, 8:09:02 batch_cost: 0.8849 data_cost: 0.0003 ips: 54.2410 images/s [03/12 21:54:34] ppdet.engine INFO: Epoch: [78] [ 60/610] learning_rate: 0.202389 loss_vfl: 1.194637 loss_bbox: 0.597208 loss_dfl: 0.471995 loss: 2.264486 eta: 1 day, 8:08:46 batch_cost: 0.8688 data_cost: 0.0003 ips: 55.2503 images/s [03/12 21:54:53] ppdet.engine INFO: Epoch: [78] [ 80/610] learning_rate: 0.202359 loss_vfl: 1.144132 loss_bbox: 0.542590 loss_dfl: 0.432149 loss: 2.123733 eta: 1 day, 8:08:28 batch_cost: 0.8398 data_cost: 0.0013 ips: 57.1537 images/s [03/12 21:55:12] ppdet.engine INFO: Epoch: [78] [100/610] learning_rate: 0.202329 loss_vfl: 1.126933 loss_bbox: 0.544864 loss_dfl: 0.427352 loss: 2.105119 eta: 1 day, 8:08:12 batch_cost: 0.8722 data_cost: 0.0015 ips: 55.0351 images/s [03/12 21:55:30] ppdet.engine INFO: Epoch: [78] [120/610] learning_rate: 0.202299 loss_vfl: 1.230616 loss_bbox: 0.599540 loss_dfl: 0.460734 loss: 2.283288 eta: 1 day, 8:07:53 batch_cost: 0.8376 data_cost: 0.0003 ips: 57.3089 images/s [03/12 21:55:50] ppdet.engine INFO: Epoch: [78] [140/610] learning_rate: 0.202269 loss_vfl: 1.208046 loss_bbox: 0.599317 loss_dfl: 0.467526 loss: 2.260640 eta: 1 day, 8:07:37 batch_cost: 0.8657 data_cost: 0.0003 ips: 55.4443 images/s [03/12 21:56:09] ppdet.engine INFO: Epoch: [78] [160/610] learning_rate: 0.202239 loss_vfl: 1.172692 loss_bbox: 0.559016 loss_dfl: 0.430277 loss: 2.140017 eta: 1 day, 8:07:19 batch_cost: 0.8460 data_cost: 0.0008 ips: 56.7343 images/s [03/12 21:56:28] ppdet.engine INFO: Epoch: [78] [180/610] learning_rate: 0.202209 loss_vfl: 1.183817 loss_bbox: 0.577463 loss_dfl: 0.460141 loss: 2.233824 eta: 1 day, 8:07:03 batch_cost: 0.8636 data_cost: 0.0004 ips: 55.5787 images/s [03/12 21:56:47] ppdet.engine INFO: Epoch: [78] [200/610] learning_rate: 0.202179 loss_vfl: 1.130386 loss_bbox: 0.536920 loss_dfl: 0.427873 loss: 2.110245 eta: 1 day, 8:06:46 batch_cost: 0.8591 data_cost: 0.0009 ips: 55.8705 images/s [03/12 21:57:05] ppdet.engine INFO: Epoch: [78] [220/610] learning_rate: 0.202149 loss_vfl: 1.198181 loss_bbox: 0.556756 loss_dfl: 0.452430 loss: 2.221334 eta: 1 day, 8:06:26 batch_cost: 0.8000 data_cost: 0.0003 ips: 60.0006 images/s [03/12 21:57:24] ppdet.engine INFO: Epoch: [78] [240/610] learning_rate: 0.202119 loss_vfl: 1.226994 loss_bbox: 0.591398 loss_dfl: 0.468531 loss: 2.259124 eta: 1 day, 8:06:10 batch_cost: 0.8797 data_cost: 0.0003 ips: 54.5662 images/s [03/12 21:57:42] ppdet.engine INFO: Epoch: [78] [260/610] learning_rate: 0.202088 loss_vfl: 1.201971 loss_bbox: 0.596638 loss_dfl: 0.443921 loss: 2.232700 eta: 1 day, 8:05:51 batch_cost: 0.8148 data_cost: 0.0003 ips: 58.9128 images/s [03/12 21:58:02] ppdet.engine INFO: Epoch: [78] [280/610] learning_rate: 0.202058 loss_vfl: 1.190161 loss_bbox: 0.590887 loss_dfl: 0.461149 loss: 2.242879 eta: 1 day, 8:05:34 batch_cost: 0.8593 data_cost: 0.0003 ips: 55.8580 images/s [03/12 21:58:21] ppdet.engine INFO: Epoch: [78] [300/610] learning_rate: 0.202028 loss_vfl: 1.178552 loss_bbox: 0.553469 loss_dfl: 0.437731 loss: 2.140677 eta: 1 day, 8:05:16 batch_cost: 0.8353 data_cost: 0.0012 ips: 57.4672 images/s [03/12 21:58:40] ppdet.engine INFO: Epoch: [78] [320/610] learning_rate: 0.201998 loss_vfl: 1.166889 loss_bbox: 0.562281 loss_dfl: 0.457370 loss: 2.193341 eta: 1 day, 8:04:59 batch_cost: 0.8578 data_cost: 0.0013 ips: 55.9586 images/s [03/12 21:58:59] ppdet.engine INFO: Epoch: [78] [340/610] learning_rate: 0.201968 loss_vfl: 1.215264 loss_bbox: 0.607772 loss_dfl: 0.467038 loss: 2.311805 eta: 1 day, 8:04:40 batch_cost: 0.8328 data_cost: 0.0011 ips: 57.6390 images/s [03/12 21:59:18] ppdet.engine INFO: Epoch: [78] [360/610] learning_rate: 0.201938 loss_vfl: 1.216410 loss_bbox: 0.578103 loss_dfl: 0.442124 loss: 2.235589 eta: 1 day, 8:04:22 batch_cost: 0.8366 data_cost: 0.0003 ips: 57.3723 images/s [03/12 21:59:37] ppdet.engine INFO: Epoch: [78] [380/610] learning_rate: 0.201908 loss_vfl: 1.159584 loss_bbox: 0.580936 loss_dfl: 0.467561 loss: 2.182771 eta: 1 day, 8:04:06 batch_cost: 0.8745 data_cost: 0.0003 ips: 54.8907 images/s [03/12 21:59:55] ppdet.engine INFO: Epoch: [78] [400/610] learning_rate: 0.201878 loss_vfl: 1.163499 loss_bbox: 0.525782 loss_dfl: 0.417365 loss: 2.085164 eta: 1 day, 8:03:48 batch_cost: 0.8393 data_cost: 0.0003 ips: 57.1871 images/s [03/12 22:00:14] ppdet.engine INFO: Epoch: [78] [420/610] learning_rate: 0.201847 loss_vfl: 1.168386 loss_bbox: 0.578282 loss_dfl: 0.462290 loss: 2.220919 eta: 1 day, 8:03:28 batch_cost: 0.8084 data_cost: 0.0003 ips: 59.3770 images/s [03/12 22:00:33] ppdet.engine INFO: Epoch: [78] [440/610] learning_rate: 0.201817 loss_vfl: 1.125070 loss_bbox: 0.533830 loss_dfl: 0.427511 loss: 2.084594 eta: 1 day, 8:03:12 batch_cost: 0.8605 data_cost: 0.0016 ips: 55.7783 images/s [03/12 22:00:51] ppdet.engine INFO: Epoch: [78] [460/610] learning_rate: 0.201787 loss_vfl: 1.175746 loss_bbox: 0.552032 loss_dfl: 0.422894 loss: 2.126583 eta: 1 day, 8:02:54 batch_cost: 0.8427 data_cost: 0.0003 ips: 56.9569 images/s [03/12 22:01:10] ppdet.engine INFO: Epoch: [78] [480/610] learning_rate: 0.201757 loss_vfl: 1.127402 loss_bbox: 0.572626 loss_dfl: 0.441672 loss: 2.118084 eta: 1 day, 8:02:38 batch_cost: 0.8764 data_cost: 0.0003 ips: 54.7673 images/s [03/12 22:01:28] ppdet.engine INFO: Epoch: [78] [500/610] learning_rate: 0.201727 loss_vfl: 1.107924 loss_bbox: 0.534701 loss_dfl: 0.420157 loss: 2.033544 eta: 1 day, 8:02:18 batch_cost: 0.8058 data_cost: 0.0003 ips: 59.5688 images/s [03/12 22:01:47] ppdet.engine INFO: Epoch: [78] [520/610] learning_rate: 0.201696 loss_vfl: 1.120005 loss_bbox: 0.533755 loss_dfl: 0.418221 loss: 2.076357 eta: 1 day, 8:02:00 batch_cost: 0.8357 data_cost: 0.0003 ips: 57.4393 images/s [03/12 22:02:06] ppdet.engine INFO: Epoch: [78] [540/610] learning_rate: 0.201666 loss_vfl: 1.220599 loss_bbox: 0.569452 loss_dfl: 0.452593 loss: 2.234441 eta: 1 day, 8:01:43 batch_cost: 0.8641 data_cost: 0.0003 ips: 55.5485 images/s [03/12 22:02:25] ppdet.engine INFO: Epoch: [78] [560/610] learning_rate: 0.201636 loss_vfl: 1.193171 loss_bbox: 0.593821 loss_dfl: 0.465852 loss: 2.275640 eta: 1 day, 8:01:27 batch_cost: 0.8680 data_cost: 0.0003 ips: 55.3016 images/s [03/12 22:02:45] ppdet.engine INFO: Epoch: [78] [580/610] learning_rate: 0.201606 loss_vfl: 1.234346 loss_bbox: 0.584591 loss_dfl: 0.463256 loss: 2.290742 eta: 1 day, 8:01:11 batch_cost: 0.8767 data_cost: 0.0005 ips: 54.7484 images/s [03/12 22:03:03] ppdet.engine INFO: Epoch: [78] [600/610] learning_rate: 0.201575 loss_vfl: 1.133277 loss_bbox: 0.542836 loss_dfl: 0.429800 loss: 2.100997 eta: 1 day, 8:00:52 batch_cost: 0.8104 data_cost: 0.0004 ips: 59.2313 images/s [03/12 22:03:17] ppdet.engine INFO: Epoch: [79] [ 0/610] learning_rate: 0.201560 loss_vfl: 1.113006 loss_bbox: 0.544355 loss_dfl: 0.434432 loss: 2.088058 eta: 1 day, 8:00:52 batch_cost: 0.9850 data_cost: 0.2254 ips: 48.7288 images/s [03/12 22:03:38] ppdet.engine INFO: Epoch: [79] [ 20/610] learning_rate: 0.201530 loss_vfl: 1.136943 loss_bbox: 0.515737 loss_dfl: 0.406882 loss: 2.080328 eta: 1 day, 8:00:40 batch_cost: 0.9476 data_cost: 0.0003 ips: 50.6543 images/s [03/12 22:03:57] ppdet.engine INFO: Epoch: [79] [ 40/610] learning_rate: 0.201500 loss_vfl: 1.097609 loss_bbox: 0.520616 loss_dfl: 0.415114 loss: 2.036347 eta: 1 day, 8:00:24 batch_cost: 0.8709 data_cost: 0.0003 ips: 55.1178 images/s [03/12 22:04:17] ppdet.engine INFO: Epoch: [79] [ 60/610] learning_rate: 0.201469 loss_vfl: 1.181270 loss_bbox: 0.549980 loss_dfl: 0.434685 loss: 2.193150 eta: 1 day, 8:00:08 batch_cost: 0.8716 data_cost: 0.0003 ips: 55.0735 images/s [03/12 22:04:35] ppdet.engine INFO: Epoch: [79] [ 80/610] learning_rate: 0.201439 loss_vfl: 1.198833 loss_bbox: 0.593673 loss_dfl: 0.465020 loss: 2.254242 eta: 1 day, 7:59:49 batch_cost: 0.8356 data_cost: 0.0003 ips: 57.4471 images/s [03/12 22:04:54] ppdet.engine INFO: Epoch: [79] [100/610] learning_rate: 0.201409 loss_vfl: 1.151067 loss_bbox: 0.557697 loss_dfl: 0.439079 loss: 2.137921 eta: 1 day, 7:59:31 batch_cost: 0.8309 data_cost: 0.0003 ips: 57.7665 images/s [03/12 22:05:13] ppdet.engine INFO: Epoch: [79] [120/610] learning_rate: 0.201378 loss_vfl: 1.205015 loss_bbox: 0.573951 loss_dfl: 0.444414 loss: 2.238926 eta: 1 day, 7:59:13 batch_cost: 0.8442 data_cost: 0.0003 ips: 56.8571 images/s [03/12 22:05:31] ppdet.engine INFO: Epoch: [79] [140/610] learning_rate: 0.201348 loss_vfl: 1.210010 loss_bbox: 0.589616 loss_dfl: 0.475534 loss: 2.271003 eta: 1 day, 7:58:54 batch_cost: 0.8090 data_cost: 0.0003 ips: 59.3335 images/s [03/12 22:05:49] ppdet.engine INFO: Epoch: [79] [160/610] learning_rate: 0.201318 loss_vfl: 1.170067 loss_bbox: 0.549892 loss_dfl: 0.432242 loss: 2.126792 eta: 1 day, 7:58:36 batch_cost: 0.8404 data_cost: 0.0003 ips: 57.1127 images/s [03/12 22:06:08] ppdet.engine INFO: Epoch: [79] [180/610] learning_rate: 0.201287 loss_vfl: 1.155165 loss_bbox: 0.542070 loss_dfl: 0.428409 loss: 2.117260 eta: 1 day, 7:58:18 batch_cost: 0.8471 data_cost: 0.0003 ips: 56.6628 images/s [03/12 22:06:27] ppdet.engine INFO: Epoch: [79] [200/610] learning_rate: 0.201257 loss_vfl: 1.159357 loss_bbox: 0.561992 loss_dfl: 0.454436 loss: 2.171466 eta: 1 day, 7:58:02 batch_cost: 0.8684 data_cost: 0.0003 ips: 55.2770 images/s [03/12 22:06:46] ppdet.engine INFO: Epoch: [79] [220/610] learning_rate: 0.201227 loss_vfl: 1.185851 loss_bbox: 0.580356 loss_dfl: 0.461663 loss: 2.220885 eta: 1 day, 7:57:43 batch_cost: 0.8305 data_cost: 0.0003 ips: 57.7988 images/s [03/12 22:07:04] ppdet.engine INFO: Epoch: [79] [240/610] learning_rate: 0.201196 loss_vfl: 1.133155 loss_bbox: 0.565491 loss_dfl: 0.439074 loss: 2.136234 eta: 1 day, 7:57:25 batch_cost: 0.8326 data_cost: 0.0003 ips: 57.6530 images/s [03/12 22:07:23] ppdet.engine INFO: Epoch: [79] [260/610] learning_rate: 0.201166 loss_vfl: 1.203201 loss_bbox: 0.601269 loss_dfl: 0.470912 loss: 2.260248 eta: 1 day, 7:57:08 batch_cost: 0.8538 data_cost: 0.0012 ips: 56.2223 images/s [03/12 22:07:41] ppdet.engine INFO: Epoch: [79] [280/610] learning_rate: 0.201135 loss_vfl: 1.114739 loss_bbox: 0.544025 loss_dfl: 0.424917 loss: 2.083167 eta: 1 day, 7:56:51 batch_cost: 0.8532 data_cost: 0.0007 ips: 56.2616 images/s [03/12 22:08:00] ppdet.engine INFO: Epoch: [79] [300/610] learning_rate: 0.201105 loss_vfl: 1.149070 loss_bbox: 0.561587 loss_dfl: 0.446547 loss: 2.157657 eta: 1 day, 7:56:34 batch_cost: 0.8593 data_cost: 0.0003 ips: 55.8578 images/s [03/12 22:08:19] ppdet.engine INFO: Epoch: [79] [320/610] learning_rate: 0.201075 loss_vfl: 1.217425 loss_bbox: 0.574891 loss_dfl: 0.471135 loss: 2.260411 eta: 1 day, 7:56:15 batch_cost: 0.8204 data_cost: 0.0003 ips: 58.5111 images/s [03/12 22:08:38] ppdet.engine INFO: Epoch: [79] [340/610] learning_rate: 0.201044 loss_vfl: 1.094137 loss_bbox: 0.551200 loss_dfl: 0.434814 loss: 2.072634 eta: 1 day, 7:55:59 batch_cost: 0.8707 data_cost: 0.0004 ips: 55.1260 images/s [03/12 22:08:56] ppdet.engine INFO: Epoch: [79] [360/610] learning_rate: 0.201014 loss_vfl: 1.177061 loss_bbox: 0.557003 loss_dfl: 0.444054 loss: 2.191251 eta: 1 day, 7:55:38 batch_cost: 0.7971 data_cost: 0.0003 ips: 60.2198 images/s [03/12 22:09:15] ppdet.engine INFO: Epoch: [79] [380/610] learning_rate: 0.200983 loss_vfl: 1.154237 loss_bbox: 0.560701 loss_dfl: 0.436576 loss: 2.087840 eta: 1 day, 7:55:23 batch_cost: 0.8821 data_cost: 0.0003 ips: 54.4163 images/s [03/12 22:09:34] ppdet.engine INFO: Epoch: [79] [400/610] learning_rate: 0.200953 loss_vfl: 1.166206 loss_bbox: 0.547777 loss_dfl: 0.431817 loss: 2.123161 eta: 1 day, 7:55:05 batch_cost: 0.8512 data_cost: 0.0003 ips: 56.3921 images/s [03/12 22:09:54] ppdet.engine INFO: Epoch: [79] [420/610] learning_rate: 0.200922 loss_vfl: 1.124887 loss_bbox: 0.541340 loss_dfl: 0.424277 loss: 2.085975 eta: 1 day, 7:54:49 batch_cost: 0.8734 data_cost: 0.0003 ips: 54.9592 images/s [03/12 22:10:12] ppdet.engine INFO: Epoch: [79] [440/610] learning_rate: 0.200892 loss_vfl: 1.216408 loss_bbox: 0.601163 loss_dfl: 0.470315 loss: 2.296201 eta: 1 day, 7:54:31 batch_cost: 0.8377 data_cost: 0.0003 ips: 57.2999 images/s [03/12 22:10:31] ppdet.engine INFO: Epoch: [79] [460/610] learning_rate: 0.200861 loss_vfl: 1.124962 loss_bbox: 0.528137 loss_dfl: 0.426347 loss: 2.080173 eta: 1 day, 7:54:15 batch_cost: 0.8637 data_cost: 0.0003 ips: 55.5733 images/s [03/12 22:10:50] ppdet.engine INFO: Epoch: [79] [480/610] learning_rate: 0.200831 loss_vfl: 1.148309 loss_bbox: 0.564775 loss_dfl: 0.446660 loss: 2.137611 eta: 1 day, 7:53:57 batch_cost: 0.8514 data_cost: 0.0003 ips: 56.3774 images/s [03/12 22:11:08] ppdet.engine INFO: Epoch: [79] [500/610] learning_rate: 0.200800 loss_vfl: 1.171399 loss_bbox: 0.565384 loss_dfl: 0.440861 loss: 2.210082 eta: 1 day, 7:53:38 batch_cost: 0.8069 data_cost: 0.0011 ips: 59.4869 images/s [03/12 22:11:26] ppdet.engine INFO: Epoch: [79] [520/610] learning_rate: 0.200770 loss_vfl: 1.132341 loss_bbox: 0.559723 loss_dfl: 0.435042 loss: 2.100453 eta: 1 day, 7:53:18 batch_cost: 0.8123 data_cost: 0.0009 ips: 59.0901 images/s [03/12 22:11:45] ppdet.engine INFO: Epoch: [79] [540/610] learning_rate: 0.200739 loss_vfl: 1.072541 loss_bbox: 0.518192 loss_dfl: 0.406622 loss: 1.980933 eta: 1 day, 7:53:00 batch_cost: 0.8449 data_cost: 0.0003 ips: 56.8124 images/s [03/12 22:12:04] ppdet.engine INFO: Epoch: [79] [560/610] learning_rate: 0.200709 loss_vfl: 1.148830 loss_bbox: 0.530637 loss_dfl: 0.418946 loss: 2.078676 eta: 1 day, 7:52:43 batch_cost: 0.8535 data_cost: 0.0003 ips: 56.2368 images/s [03/12 22:12:23] ppdet.engine INFO: Epoch: [79] [580/610] learning_rate: 0.200678 loss_vfl: 1.210005 loss_bbox: 0.594230 loss_dfl: 0.476094 loss: 2.317328 eta: 1 day, 7:52:26 batch_cost: 0.8594 data_cost: 0.0017 ips: 55.8520 images/s [03/12 22:12:42] ppdet.engine INFO: Epoch: [79] [600/610] learning_rate: 0.200648 loss_vfl: 1.130607 loss_bbox: 0.551953 loss_dfl: 0.432957 loss: 2.119630 eta: 1 day, 7:52:09 batch_cost: 0.8441 data_cost: 0.0004 ips: 56.8656 images/s [03/12 22:12:51] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_s_416_coco [03/12 22:12:51] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_s_416_coco [03/12 22:12:51] ppdet.engine INFO: Eval iter: 0 [03/12 22:13:08] ppdet.engine INFO: Eval iter: 100 [03/12 22:13:20] ppdet.engine INFO: Eval iter: 200 [03/12 22:13:31] ppdet.engine INFO: Eval iter: 300 [03/12 22:13:43] ppdet.engine INFO: Eval iter: 400 [03/12 22:13:54] ppdet.engine INFO: Eval iter: 500 [03/12 22:14:05] ppdet.engine INFO: Eval iter: 600 [03/12 22:14:22] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json. loading annotations into memory... Done (t=0.64s) creating index... index created! [03/12 22:14:23] ppdet.metrics.coco_utils INFO: Start evaluate... Loading and preparing results... DONE (t=4.97s) creating index... index created! Running per image evaluation... Evaluate annotation type *bbox* DONE (t=96.43s). Accumulating evaluation results... DONE (t=17.73s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.237 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.376 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.248 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.101 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.268 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.336 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.242 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.405 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.434 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.173 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.489 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.645 [03/12 22:16:24] ppdet.engine INFO: Total sample number: 4952, averge FPS: 63.57544802971772 [03/12 22:16:24] ppdet.engine INFO: Best test bbox ap is 0.262. [03/12 22:16:25] ppdet.engine INFO: Epoch: [80] [ 0/610] learning_rate: 0.200632 loss_vfl: 1.164877 loss_bbox: 0.563821 loss_dfl: 0.445417 loss: 2.159917 eta: 1 day, 7:51:55 batch_cost: 0.7407 data_cost: 0.0003 ips: 64.8009 images/s [03/12 22:16:45] ppdet.engine INFO: Epoch: [80] [ 20/610] learning_rate: 0.200602 loss_vfl: 1.167904 loss_bbox: 0.561371 loss_dfl: 0.447222 loss: 2.178804 eta: 1 day, 7:51:39 batch_cost: 0.8859 data_cost: 0.0002 ips: 54.1823 images/s [03/12 22:17:05] ppdet.engine INFO: Epoch: [80] [ 40/610] learning_rate: 0.200571 loss_vfl: 1.140347 loss_bbox: 0.529731 loss_dfl: 0.443460 loss: 2.138474 eta: 1 day, 7:51:25 batch_cost: 0.9003 data_cost: 0.0003 ips: 53.3140 images/s [03/12 22:17:24] ppdet.engine INFO: Epoch: [80] [ 60/610] learning_rate: 0.200541 loss_vfl: 1.140674 loss_bbox: 0.534361 loss_dfl: 0.434771 loss: 2.092774 eta: 1 day, 7:51:08 batch_cost: 0.8514 data_cost: 0.0006 ips: 56.3800 images/s [03/12 22:17:43] ppdet.engine INFO: Epoch: [80] [ 80/610] learning_rate: 0.200510 loss_vfl: 1.174940 loss_bbox: 0.580571 loss_dfl: 0.450286 loss: 2.213822 eta: 1 day, 7:50:53 batch_cost: 0.8937 data_cost: 0.0006 ips: 53.7099 images/s [03/12 22:18:02] ppdet.engine INFO: Epoch: [80] [100/610] learning_rate: 0.200480 loss_vfl: 1.196237 loss_bbox: 0.566648 loss_dfl: 0.445491 loss: 2.209742 eta: 1 day, 7:50:34 batch_cost: 0.8299 data_cost: 0.0021 ips: 57.8392 images/s [03/12 22:18:21] ppdet.engine INFO: Epoch: [80] [120/610] learning_rate: 0.200449 loss_vfl: 1.155719 loss_bbox: 0.550450 loss_dfl: 0.437064 loss: 2.146863 eta: 1 day, 7:50:16 batch_cost: 0.8363 data_cost: 0.0053 ips: 57.3977 images/s [03/12 22:18:40] ppdet.engine INFO: Epoch: [80] [140/610] learning_rate: 0.200418 loss_vfl: 1.210140 loss_bbox: 0.578216 loss_dfl: 0.463955 loss: 2.223247 eta: 1 day, 7:49:58 batch_cost: 0.8328 data_cost: 0.0004 ips: 57.6388 images/s [03/12 22:18:58] ppdet.engine INFO: Epoch: [80] [160/610] learning_rate: 0.200388 loss_vfl: 1.243035 loss_bbox: 0.552022 loss_dfl: 0.441639 loss: 2.256980 eta: 1 day, 7:49:38 batch_cost: 0.8068 data_cost: 0.0004 ips: 59.4935 images/s [03/12 22:19:17] ppdet.engine INFO: Epoch: [80] [180/610] learning_rate: 0.200357 loss_vfl: 1.163179 loss_bbox: 0.543306 loss_dfl: 0.436860 loss: 2.185792 eta: 1 day, 7:49:22 batch_cost: 0.8661 data_cost: 0.0013 ips: 55.4230 images/s [03/12 22:19:35] ppdet.engine INFO: Epoch: [80] [200/610] learning_rate: 0.200326 loss_vfl: 1.190077 loss_bbox: 0.539707 loss_dfl: 0.435247 loss: 2.153434 eta: 1 day, 7:49:03 batch_cost: 0.8317 data_cost: 0.0003 ips: 57.7145 images/s [03/12 22:19:54] ppdet.engine INFO: Epoch: [80] [220/610] learning_rate: 0.200296 loss_vfl: 1.221617 loss_bbox: 0.603420 loss_dfl: 0.475609 loss: 2.256790 eta: 1 day, 7:48:46 batch_cost: 0.8581 data_cost: 0.0003 ips: 55.9357 images/s [03/12 22:20:13] ppdet.engine INFO: Epoch: [80] [240/610] learning_rate: 0.200265 loss_vfl: 1.192524 loss_bbox: 0.556098 loss_dfl: 0.452705 loss: 2.158491 eta: 1 day, 7:48:29 batch_cost: 0.8466 data_cost: 0.0003 ips: 56.6976 images/s [03/12 22:20:31] ppdet.engine INFO: Epoch: [80] [260/610] learning_rate: 0.200234 loss_vfl: 1.142414 loss_bbox: 0.558273 loss_dfl: 0.441977 loss: 2.121042 eta: 1 day, 7:48:10 batch_cost: 0.8343 data_cost: 0.0003 ips: 57.5344 images/s [03/12 22:20:49] ppdet.engine INFO: Epoch: [80] [280/610] learning_rate: 0.200204 loss_vfl: 1.170825 loss_bbox: 0.565461 loss_dfl: 0.440952 loss: 2.170342 eta: 1 day, 7:47:51 batch_cost: 0.8123 data_cost: 0.0009 ips: 59.0948 images/s [03/12 22:21:07] ppdet.engine INFO: Epoch: [80] [300/610] learning_rate: 0.200173 loss_vfl: 1.175214 loss_bbox: 0.558696 loss_dfl: 0.452083 loss: 2.187707 eta: 1 day, 7:47:33 batch_cost: 0.8322 data_cost: 0.0003 ips: 57.6756 images/s [03/12 22:21:26] ppdet.engine INFO: Epoch: [80] [320/610] learning_rate: 0.200142 loss_vfl: 1.064369 loss_bbox: 0.517314 loss_dfl: 0.415750 loss: 2.042192 eta: 1 day, 7:47:14 batch_cost: 0.8228 data_cost: 0.0003 ips: 58.3381 images/s [03/12 22:21:45] ppdet.engine INFO: Epoch: [80] [340/610] learning_rate: 0.200111 loss_vfl: 1.144000 loss_bbox: 0.544947 loss_dfl: 0.439649 loss: 2.092097 eta: 1 day, 7:46:56 batch_cost: 0.8477 data_cost: 0.0009 ips: 56.6220 images/s [03/12 22:22:03] ppdet.engine INFO: Epoch: [80] [360/610] learning_rate: 0.200081 loss_vfl: 1.154647 loss_bbox: 0.552006 loss_dfl: 0.454941 loss: 2.173151 eta: 1 day, 7:46:39 batch_cost: 0.8413 data_cost: 0.0003 ips: 57.0549 images/s [03/12 22:22:23] ppdet.engine INFO: Epoch: [80] [380/610] learning_rate: 0.200050 loss_vfl: 1.160527 loss_bbox: 0.545815 loss_dfl: 0.443963 loss: 2.163585 eta: 1 day, 7:46:23 batch_cost: 0.8733 data_cost: 0.0003 ips: 54.9617 images/s [03/12 22:22:41] ppdet.engine INFO: Epoch: [80] [400/610] learning_rate: 0.200019 loss_vfl: 1.176422 loss_bbox: 0.562226 loss_dfl: 0.444910 loss: 2.182425 eta: 1 day, 7:46:03 batch_cost: 0.8071 data_cost: 0.0003 ips: 59.4735 images/s [03/12 22:23:00] ppdet.engine INFO: Epoch: [80] [420/610] learning_rate: 0.199989 loss_vfl: 1.212771 loss_bbox: 0.587291 loss_dfl: 0.476303 loss: 2.288746 eta: 1 day, 7:45:46 batch_cost: 0.8554 data_cost: 0.0003 ips: 56.1149 images/s [03/12 22:23:18] ppdet.engine INFO: Epoch: [80] [440/610] learning_rate: 0.199958 loss_vfl: 1.131515 loss_bbox: 0.553713 loss_dfl: 0.433706 loss: 2.119859 eta: 1 day, 7:45:27 batch_cost: 0.8231 data_cost: 0.0003 ips: 58.3135 images/s [03/12 22:23:36] ppdet.engine INFO: Epoch: [80] [460/610] learning_rate: 0.199927 loss_vfl: 1.188232 loss_bbox: 0.564806 loss_dfl: 0.450229 loss: 2.193396 eta: 1 day, 7:45:08 batch_cost: 0.8277 data_cost: 0.0003 ips: 57.9921 images/s [03/12 22:23:55] ppdet.engine INFO: Epoch: [80] [480/610] learning_rate: 0.199896 loss_vfl: 1.075636 loss_bbox: 0.513675 loss_dfl: 0.402323 loss: 1.984050 eta: 1 day, 7:44:51 batch_cost: 0.8478 data_cost: 0.0003 ips: 56.6166 images/s [03/12 22:24:14] ppdet.engine INFO: Epoch: [80] [500/610] learning_rate: 0.199865 loss_vfl: 1.173692 loss_bbox: 0.539385 loss_dfl: 0.433554 loss: 2.170762 eta: 1 day, 7:44:35 batch_cost: 0.8757 data_cost: 0.0014 ips: 54.8108 images/s [03/12 22:24:33] ppdet.engine INFO: Epoch: [80] [520/610] learning_rate: 0.199835 loss_vfl: 1.232932 loss_bbox: 0.610481 loss_dfl: 0.470178 loss: 2.297781 eta: 1 day, 7:44:18 batch_cost: 0.8577 data_cost: 0.0003 ips: 55.9649 images/s [03/12 22:24:51] ppdet.engine INFO: Epoch: [80] [540/610] learning_rate: 0.199804 loss_vfl: 1.191899 loss_bbox: 0.581261 loss_dfl: 0.455256 loss: 2.176868 eta: 1 day, 7:43:58 batch_cost: 0.8000 data_cost: 0.0003 ips: 59.9991 images/s [03/12 22:25:10] ppdet.engine INFO: Epoch: [80] [560/610] learning_rate: 0.199773 loss_vfl: 1.194674 loss_bbox: 0.582743 loss_dfl: 0.454586 loss: 2.224269 eta: 1 day, 7:43:39 batch_cost: 0.8193 data_cost: 0.0003 ips: 58.5863 images/s [03/12 22:25:30] ppdet.engine INFO: Epoch: [80] [580/610] learning_rate: 0.199742 loss_vfl: 1.186970 loss_bbox: 0.574066 loss_dfl: 0.457085 loss: 2.246858 eta: 1 day, 7:43:24 batch_cost: 0.8941 data_cost: 0.0003 ips: 53.6881 images/s [03/12 22:25:48] ppdet.engine INFO: Epoch: [80] [600/610] learning_rate: 0.199711 loss_vfl: 1.182034 loss_bbox: 0.579130 loss_dfl: 0.453270 loss: 2.225901 eta: 1 day, 7:43:06 batch_cost: 0.8289 data_cost: 0.0010 ips: 57.9099 images/s [03/12 22:26:04] ppdet.engine INFO: Epoch: [81] [ 0/610] learning_rate: 0.199696 loss_vfl: 1.120185 loss_bbox: 0.555812 loss_dfl: 0.433524 loss: 2.115210 eta: 1 day, 7:43:10 batch_cost: 1.0709 data_cost: 0.2838 ips: 44.8229 images/s [03/12 22:26:24] ppdet.engine INFO: Epoch: [81] [ 20/610] learning_rate: 0.199665 loss_vfl: 1.165668 loss_bbox: 0.562369 loss_dfl: 0.442628 loss: 2.157969 eta: 1 day, 7:42:56 batch_cost: 0.9163 data_cost: 0.0013 ips: 52.3838 images/s [03/12 22:26:43] ppdet.engine INFO: Epoch: [81] [ 40/610] learning_rate: 0.199634 loss_vfl: 1.152544 loss_bbox: 0.580347 loss_dfl: 0.462550 loss: 2.227128 eta: 1 day, 7:42:40 batch_cost: 0.8646 data_cost: 0.0003 ips: 55.5187 images/s [03/12 22:27:03] ppdet.engine INFO: Epoch: [81] [ 60/610] learning_rate: 0.199603 loss_vfl: 1.128913 loss_bbox: 0.554613 loss_dfl: 0.445633 loss: 2.141906 eta: 1 day, 7:42:24 batch_cost: 0.8792 data_cost: 0.0004 ips: 54.5922 images/s [03/12 22:27:22] ppdet.engine INFO: Epoch: [81] [ 80/610] learning_rate: 0.199572 loss_vfl: 1.204017 loss_bbox: 0.564096 loss_dfl: 0.450025 loss: 2.240878 eta: 1 day, 7:42:08 batch_cost: 0.8677 data_cost: 0.0004 ips: 55.3212 images/s [03/12 22:27:41] ppdet.engine INFO: Epoch: [81] [100/610] learning_rate: 0.199541 loss_vfl: 1.159621 loss_bbox: 0.543057 loss_dfl: 0.445159 loss: 2.075050 eta: 1 day, 7:41:51 batch_cost: 0.8701 data_cost: 0.0003 ips: 55.1640 images/s [03/12 22:28:00] ppdet.engine INFO: Epoch: [81] [120/610] learning_rate: 0.199511 loss_vfl: 1.137402 loss_bbox: 0.566416 loss_dfl: 0.441593 loss: 2.173028 eta: 1 day, 7:41:35 batch_cost: 0.8741 data_cost: 0.0003 ips: 54.9108 images/s [03/12 22:28:18] ppdet.engine INFO: Epoch: [81] [140/610] learning_rate: 0.199480 loss_vfl: 1.112233 loss_bbox: 0.557487 loss_dfl: 0.434857 loss: 2.109961 eta: 1 day, 7:41:15 batch_cost: 0.7874 data_cost: 0.0003 ips: 60.9565 images/s [03/12 22:28:38] ppdet.engine INFO: Epoch: [81] [160/610] learning_rate: 0.199449 loss_vfl: 1.197268 loss_bbox: 0.568849 loss_dfl: 0.448788 loss: 2.234705 eta: 1 day, 7:40:58 batch_cost: 0.8708 data_cost: 0.0015 ips: 55.1206 images/s [03/12 22:28:56] ppdet.engine INFO: Epoch: [81] [180/610] learning_rate: 0.199418 loss_vfl: 1.154854 loss_bbox: 0.552134 loss_dfl: 0.443046 loss: 2.150034 eta: 1 day, 7:40:37 batch_cost: 0.7743 data_cost: 0.0003 ips: 61.9939 images/s [03/12 22:29:15] ppdet.engine INFO: Epoch: [81] [200/610] learning_rate: 0.199387 loss_vfl: 1.191971 loss_bbox: 0.576954 loss_dfl: 0.450618 loss: 2.193059 eta: 1 day, 7:40:20 batch_cost: 0.8608 data_cost: 0.0003 ips: 55.7641 images/s [03/12 22:29:33] ppdet.engine INFO: Epoch: [81] [220/610] learning_rate: 0.199356 loss_vfl: 1.184358 loss_bbox: 0.574255 loss_dfl: 0.458710 loss: 2.219325 eta: 1 day, 7:40:02 batch_cost: 0.8421 data_cost: 0.0003 ips: 57.0005 images/s [03/12 22:29:51] ppdet.engine INFO: Epoch: [81] [240/610] learning_rate: 0.199325 loss_vfl: 1.053658 loss_bbox: 0.490568 loss_dfl: 0.408843 loss: 1.927528 eta: 1 day, 7:39:42 batch_cost: 0.7893 data_cost: 0.0003 ips: 60.8156 images/s [03/12 22:30:10] ppdet.engine INFO: Epoch: [81] [260/610] learning_rate: 0.199294 loss_vfl: 1.199894 loss_bbox: 0.561697 loss_dfl: 0.446599 loss: 2.224755 eta: 1 day, 7:39:25 batch_cost: 0.8663 data_cost: 0.0003 ips: 55.4068 images/s [03/12 22:30:29] ppdet.engine INFO: Epoch: [81] [280/610] learning_rate: 0.199263 loss_vfl: 1.104026 loss_bbox: 0.522527 loss_dfl: 0.429935 loss: 2.076253 eta: 1 day, 7:39:08 batch_cost: 0.8542 data_cost: 0.0034 ips: 56.1935 images/s [03/12 22:30:49] ppdet.engine INFO: Epoch: [81] [300/610] learning_rate: 0.199232 loss_vfl: 1.172253 loss_bbox: 0.587236 loss_dfl: 0.461842 loss: 2.245002 eta: 1 day, 7:38:53 batch_cost: 0.8880 data_cost: 0.0004 ips: 54.0563 images/s [03/12 22:31:07] ppdet.engine INFO: Epoch: [81] [320/610] learning_rate: 0.199201 loss_vfl: 1.077072 loss_bbox: 0.522206 loss_dfl: 0.414707 loss: 2.038849 eta: 1 day, 7:38:34 batch_cost: 0.8238 data_cost: 0.0004 ips: 58.2673 images/s [03/12 22:31:25] ppdet.engine INFO: Epoch: [81] [340/610] learning_rate: 0.199170 loss_vfl: 1.228252 loss_bbox: 0.614445 loss_dfl: 0.482908 loss: 2.302181 eta: 1 day, 7:38:16 batch_cost: 0.8257 data_cost: 0.0003 ips: 58.1291 images/s [03/12 22:31:43] ppdet.engine INFO: Epoch: [81] [360/610] learning_rate: 0.199139 loss_vfl: 1.175089 loss_bbox: 0.551631 loss_dfl: 0.440455 loss: 2.226745 eta: 1 day, 7:37:58 batch_cost: 0.8407 data_cost: 0.0003 ips: 57.0976 images/s [03/12 22:32:01] ppdet.engine INFO: Epoch: [81] [380/610] learning_rate: 0.199108 loss_vfl: 1.194217 loss_bbox: 0.584100 loss_dfl: 0.460146 loss: 2.245928 eta: 1 day, 7:37:38 batch_cost: 0.8155 data_cost: 0.0003 ips: 58.8599 images/s [03/12 22:32:19] ppdet.engine INFO: Epoch: [81] [400/610] learning_rate: 0.199077 loss_vfl: 1.218708 loss_bbox: 0.588114 loss_dfl: 0.471830 loss: 2.273619 eta: 1 day, 7:37:19 batch_cost: 0.8091 data_cost: 0.0009 ips: 59.3266 images/s [03/12 22:32:38] ppdet.engine INFO: Epoch: [81] [420/610] learning_rate: 0.199046 loss_vfl: 1.202562 loss_bbox: 0.601338 loss_dfl: 0.466529 loss: 2.271549 eta: 1 day, 7:37:00 batch_cost: 0.8136 data_cost: 0.0003 ips: 58.9995 images/s [03/12 22:32:56] ppdet.engine INFO: Epoch: [81] [440/610] learning_rate: 0.199015 loss_vfl: 1.144509 loss_bbox: 0.542293 loss_dfl: 0.428006 loss: 2.114730 eta: 1 day, 7:36:42 batch_cost: 0.8453 data_cost: 0.0003 ips: 56.7837 images/s [03/12 22:33:15] ppdet.engine INFO: Epoch: [81] [460/610] learning_rate: 0.198984 loss_vfl: 1.202257 loss_bbox: 0.576456 loss_dfl: 0.448069 loss: 2.218795 eta: 1 day, 7:36:24 batch_cost: 0.8317 data_cost: 0.0003 ips: 57.7143 images/s [03/12 22:33:34] ppdet.engine INFO: Epoch: [81] [480/610] learning_rate: 0.198953 loss_vfl: 1.131522 loss_bbox: 0.575379 loss_dfl: 0.443132 loss: 2.157096 eta: 1 day, 7:36:06 batch_cost: 0.8505 data_cost: 0.0003 ips: 56.4380 images/s [03/12 22:33:51] ppdet.engine INFO: Epoch: [81] [500/610] learning_rate: 0.198922 loss_vfl: 1.126401 loss_bbox: 0.540098 loss_dfl: 0.433410 loss: 2.123798 eta: 1 day, 7:35:46 batch_cost: 0.7887 data_cost: 0.0003 ips: 60.8580 images/s [03/12 22:34:10] ppdet.engine INFO: Epoch: [81] [520/610] learning_rate: 0.198890 loss_vfl: 1.162461 loss_bbox: 0.541194 loss_dfl: 0.439139 loss: 2.172293 eta: 1 day, 7:35:29 batch_cost: 0.8674 data_cost: 0.0003 ips: 55.3399 images/s [03/12 22:34:29] ppdet.engine INFO: Epoch: [81] [540/610] learning_rate: 0.198859 loss_vfl: 1.099948 loss_bbox: 0.516680 loss_dfl: 0.412229 loss: 2.012777 eta: 1 day, 7:35:10 batch_cost: 0.8130 data_cost: 0.0003 ips: 59.0439 images/s [03/12 22:34:47] ppdet.engine INFO: Epoch: [81] [560/610] learning_rate: 0.198828 loss_vfl: 1.217669 loss_bbox: 0.570480 loss_dfl: 0.460173 loss: 2.259793 eta: 1 day, 7:34:51 batch_cost: 0.8192 data_cost: 0.0004 ips: 58.5916 images/s [03/12 22:35:06] ppdet.engine INFO: Epoch: [81] [580/610] learning_rate: 0.198797 loss_vfl: 1.149495 loss_bbox: 0.556648 loss_dfl: 0.446115 loss: 2.174278 eta: 1 day, 7:34:34 batch_cost: 0.8572 data_cost: 0.0006 ips: 55.9938 images/s [03/12 22:35:24] ppdet.engine INFO: Epoch: [81] [600/610] learning_rate: 0.198766 loss_vfl: 1.256326 loss_bbox: 0.613621 loss_dfl: 0.476076 loss: 2.361101 eta: 1 day, 7:34:16 batch_cost: 0.8405 data_cost: 0.0004 ips: 57.1102 images/s [03/12 22:35:39] ppdet.engine INFO: Epoch: [82] [ 0/610] learning_rate: 0.198750 loss_vfl: 1.183791 loss_bbox: 0.562049 loss_dfl: 0.453741 loss: 2.179661 eta: 1 day, 7:34:18 batch_cost: 1.0541 data_cost: 0.2192 ips: 45.5363 images/s [03/12 22:36:00] ppdet.engine INFO: Epoch: [82] [ 20/610] learning_rate: 0.198719 loss_vfl: 1.190880 loss_bbox: 0.589205 loss_dfl: 0.459813 loss: 2.279476 eta: 1 day, 7:34:06 batch_cost: 0.9425 data_cost: 0.0003 ips: 50.9300 images/s [03/12 22:36:18] ppdet.engine INFO: Epoch: [82] [ 40/610] learning_rate: 0.198688 loss_vfl: 1.232098 loss_bbox: 0.564780 loss_dfl: 0.456154 loss: 2.258205 eta: 1 day, 7:33:49 batch_cost: 0.8655 data_cost: 0.0009 ips: 55.4592 images/s [03/12 22:36:37] ppdet.engine INFO: Epoch: [82] [ 60/610] learning_rate: 0.198657 loss_vfl: 1.231321 loss_bbox: 0.588344 loss_dfl: 0.467316 loss: 2.287279 eta: 1 day, 7:33:31 batch_cost: 0.8381 data_cost: 0.0003 ips: 57.2723 images/s [03/12 22:36:56] ppdet.engine INFO: Epoch: [82] [ 80/610] learning_rate: 0.198626 loss_vfl: 1.149358 loss_bbox: 0.567497 loss_dfl: 0.440489 loss: 2.141008 eta: 1 day, 7:33:12 batch_cost: 0.8071 data_cost: 0.0003 ips: 59.4697 images/s [03/12 22:37:14] ppdet.engine INFO: Epoch: [82] [100/610] learning_rate: 0.198595 loss_vfl: 1.193754 loss_bbox: 0.577301 loss_dfl: 0.444840 loss: 2.185934 eta: 1 day, 7:32:53 batch_cost: 0.8313 data_cost: 0.0003 ips: 57.7376 images/s [03/12 22:37:33] ppdet.engine INFO: Epoch: [82] [120/610] learning_rate: 0.198563 loss_vfl: 1.189790 loss_bbox: 0.584743 loss_dfl: 0.462489 loss: 2.288064 eta: 1 day, 7:32:36 batch_cost: 0.8577 data_cost: 0.0003 ips: 55.9661 images/s [03/12 22:37:53] ppdet.engine INFO: Epoch: [82] [140/610] learning_rate: 0.198532 loss_vfl: 1.250218 loss_bbox: 0.621519 loss_dfl: 0.475377 loss: 2.351869 eta: 1 day, 7:32:20 batch_cost: 0.8664 data_cost: 0.0003 ips: 55.4024 images/s [03/12 22:38:12] ppdet.engine INFO: Epoch: [82] [160/610] learning_rate: 0.198501 loss_vfl: 1.086767 loss_bbox: 0.520273 loss_dfl: 0.416749 loss: 2.008183 eta: 1 day, 7:32:03 batch_cost: 0.8529 data_cost: 0.0004 ips: 56.2768 images/s [03/12 22:38:31] ppdet.engine INFO: Epoch: [82] [180/610] learning_rate: 0.198470 loss_vfl: 1.125169 loss_bbox: 0.540497 loss_dfl: 0.424190 loss: 2.092974 eta: 1 day, 7:31:44 batch_cost: 0.8283 data_cost: 0.0003 ips: 57.9515 images/s [03/12 22:38:50] ppdet.engine INFO: Epoch: [82] [200/610] learning_rate: 0.198439 loss_vfl: 1.237171 loss_bbox: 0.594719 loss_dfl: 0.469772 loss: 2.305908 eta: 1 day, 7:31:28 batch_cost: 0.8797 data_cost: 0.0003 ips: 54.5610 images/s [03/12 22:39:09] ppdet.engine INFO: Epoch: [82] [220/610] learning_rate: 0.198407 loss_vfl: 1.139790 loss_bbox: 0.555258 loss_dfl: 0.441293 loss: 2.144217 eta: 1 day, 7:31:12 batch_cost: 0.8734 data_cost: 0.0012 ips: 54.9546 images/s [03/12 22:39:29] ppdet.engine INFO: Epoch: [82] [240/610] learning_rate: 0.198376 loss_vfl: 1.151862 loss_bbox: 0.555075 loss_dfl: 0.433785 loss: 2.118930 eta: 1 day, 7:30:57 batch_cost: 0.8829 data_cost: 0.0003 ips: 54.3645 images/s [03/12 22:39:47] ppdet.engine INFO: Epoch: [82] [260/610] learning_rate: 0.198345 loss_vfl: 1.164627 loss_bbox: 0.553383 loss_dfl: 0.424593 loss: 2.105031 eta: 1 day, 7:30:38 batch_cost: 0.8224 data_cost: 0.0003 ips: 58.3633 images/s [03/12 22:40:05] ppdet.engine INFO: Epoch: [82] [280/610] learning_rate: 0.198314 loss_vfl: 1.167037 loss_bbox: 0.586072 loss_dfl: 0.453445 loss: 2.204961 eta: 1 day, 7:30:16 batch_cost: 0.7595 data_cost: 0.0003 ips: 63.1993 images/s [03/12 22:40:24] ppdet.engine INFO: Epoch: [82] [300/610] learning_rate: 0.198282 loss_vfl: 1.225620 loss_bbox: 0.620210 loss_dfl: 0.490920 loss: 2.321465 eta: 1 day, 7:30:00 batch_cost: 0.8700 data_cost: 0.0003 ips: 55.1750 images/s [03/12 22:40:43] ppdet.engine INFO: Epoch: [82] [320/610] learning_rate: 0.198251 loss_vfl: 1.166920 loss_bbox: 0.549761 loss_dfl: 0.444731 loss: 2.178683 eta: 1 day, 7:29:42 batch_cost: 0.8502 data_cost: 0.0003 ips: 56.4571 images/s [03/12 22:41:02] ppdet.engine INFO: Epoch: [82] [340/610] learning_rate: 0.198220 loss_vfl: 1.123015 loss_bbox: 0.538055 loss_dfl: 0.436672 loss: 2.145410 eta: 1 day, 7:29:24 batch_cost: 0.8404 data_cost: 0.0009 ips: 57.1165 images/s [03/12 22:41:21] ppdet.engine INFO: Epoch: [82] [360/610] learning_rate: 0.198188 loss_vfl: 1.203434 loss_bbox: 0.607293 loss_dfl: 0.473962 loss: 2.270340 eta: 1 day, 7:29:07 batch_cost: 0.8520 data_cost: 0.0003 ips: 56.3410 images/s [03/12 22:41:39] ppdet.engine INFO: Epoch: [82] [380/610] learning_rate: 0.198157 loss_vfl: 1.206374 loss_bbox: 0.586443 loss_dfl: 0.461007 loss: 2.276532 eta: 1 day, 7:28:48 batch_cost: 0.8248 data_cost: 0.0003 ips: 58.1968 images/s [03/12 22:41:58] ppdet.engine INFO: Epoch: [82] [400/610] learning_rate: 0.198126 loss_vfl: 1.159631 loss_bbox: 0.549412 loss_dfl: 0.443643 loss: 2.151963 eta: 1 day, 7:28:31 batch_cost: 0.8546 data_cost: 0.0037 ips: 56.1637 images/s [03/12 22:42:17] ppdet.engine INFO: Epoch: [82] [420/610] learning_rate: 0.198094 loss_vfl: 1.221448 loss_bbox: 0.600451 loss_dfl: 0.465912 loss: 2.294109 eta: 1 day, 7:28:14 batch_cost: 0.8408 data_cost: 0.0003 ips: 57.0905 images/s [03/12 22:42:36] ppdet.engine INFO: Epoch: [82] [440/610] learning_rate: 0.198063 loss_vfl: 1.159156 loss_bbox: 0.556466 loss_dfl: 0.456270 loss: 2.193201 eta: 1 day, 7:27:59 batch_cost: 0.8970 data_cost: 0.0003 ips: 53.5123 images/s [03/12 22:42:56] ppdet.engine INFO: Epoch: [82] [460/610] learning_rate: 0.198032 loss_vfl: 1.267518 loss_bbox: 0.576130 loss_dfl: 0.468271 loss: 2.292773 eta: 1 day, 7:27:42 batch_cost: 0.8696 data_cost: 0.0003 ips: 55.1999 images/s [03/12 22:43:14] ppdet.engine INFO: Epoch: [82] [480/610] learning_rate: 0.198000 loss_vfl: 1.146239 loss_bbox: 0.541544 loss_dfl: 0.425456 loss: 2.104293 eta: 1 day, 7:27:24 batch_cost: 0.8363 data_cost: 0.0003 ips: 57.3923 images/s [03/12 22:43:33] ppdet.engine INFO: Epoch: [82] [500/610] learning_rate: 0.197969 loss_vfl: 1.179800 loss_bbox: 0.577722 loss_dfl: 0.457728 loss: 2.239277 eta: 1 day, 7:27:08 batch_cost: 0.8651 data_cost: 0.0003 ips: 55.4829 images/s [03/12 22:43:52] ppdet.engine INFO: Epoch: [82] [520/610] learning_rate: 0.197938 loss_vfl: 1.193198 loss_bbox: 0.532686 loss_dfl: 0.436624 loss: 2.162380 eta: 1 day, 7:26:49 batch_cost: 0.8308 data_cost: 0.0003 ips: 57.7730 images/s [03/12 22:44:10] ppdet.engine INFO: Epoch: [82] [540/610] learning_rate: 0.197906 loss_vfl: 1.097877 loss_bbox: 0.559663 loss_dfl: 0.437485 loss: 2.105695 eta: 1 day, 7:26:31 batch_cost: 0.8284 data_cost: 0.0010 ips: 57.9443 images/s [03/12 22:44:30] ppdet.engine INFO: Epoch: [82] [560/610] learning_rate: 0.197875 loss_vfl: 1.158496 loss_bbox: 0.552454 loss_dfl: 0.447753 loss: 2.161104 eta: 1 day, 7:26:15 batch_cost: 0.8750 data_cost: 0.0022 ips: 54.8567 images/s [03/12 22:44:48] ppdet.engine INFO: Epoch: [82] [580/610] learning_rate: 0.197844 loss_vfl: 1.219907 loss_bbox: 0.583695 loss_dfl: 0.450500 loss: 2.234405 eta: 1 day, 7:25:55 batch_cost: 0.7917 data_cost: 0.0004 ips: 60.6306 images/s [03/12 22:45:07] ppdet.engine INFO: Epoch: [82] [600/610] learning_rate: 0.197812 loss_vfl: 1.191758 loss_bbox: 0.577206 loss_dfl: 0.454780 loss: 2.213794 eta: 1 day, 7:25:37 batch_cost: 0.8441 data_cost: 0.0005 ips: 56.8619 images/s [03/12 22:45:22] ppdet.engine INFO: Epoch: [83] [ 0/610] learning_rate: 0.197796 loss_vfl: 1.189083 loss_bbox: 0.591292 loss_dfl: 0.477983 loss: 2.310469 eta: 1 day, 7:25:39 batch_cost: 1.0592 data_cost: 0.2408 ips: 45.3183 images/s [03/12 22:45:43] ppdet.engine INFO: Epoch: [83] [ 20/610] learning_rate: 0.197765 loss_vfl: 1.121284 loss_bbox: 0.519513 loss_dfl: 0.422385 loss: 2.047445 eta: 1 day, 7:25:27 batch_cost: 0.9386 data_cost: 0.0004 ips: 51.1405 images/s [03/12 22:46:02] ppdet.engine INFO: Epoch: [83] [ 40/610] learning_rate: 0.197734 loss_vfl: 1.195909 loss_bbox: 0.554184 loss_dfl: 0.450583 loss: 2.194751 eta: 1 day, 7:25:10 batch_cost: 0.8618 data_cost: 0.0003 ips: 55.6964 images/s [03/12 22:46:21] ppdet.engine INFO: Epoch: [83] [ 60/610] learning_rate: 0.197702 loss_vfl: 1.134891 loss_bbox: 0.532768 loss_dfl: 0.427352 loss: 2.075536 eta: 1 day, 7:24:54 batch_cost: 0.8770 data_cost: 0.0003 ips: 54.7308 images/s [03/12 22:46:41] ppdet.engine INFO: Epoch: [83] [ 80/610] learning_rate: 0.197671 loss_vfl: 1.198787 loss_bbox: 0.579581 loss_dfl: 0.459694 loss: 2.251428 eta: 1 day, 7:24:40 batch_cost: 0.9069 data_cost: 0.0003 ips: 52.9272 images/s [03/12 22:47:00] ppdet.engine INFO: Epoch: [83] [100/610] learning_rate: 0.197639 loss_vfl: 1.119021 loss_bbox: 0.533100 loss_dfl: 0.437890 loss: 2.076686 eta: 1 day, 7:24:21 batch_cost: 0.8308 data_cost: 0.0004 ips: 57.7779 images/s [03/12 22:47:18] ppdet.engine INFO: Epoch: [83] [120/610] learning_rate: 0.197608 loss_vfl: 1.185879 loss_bbox: 0.581290 loss_dfl: 0.461178 loss: 2.235952 eta: 1 day, 7:24:03 batch_cost: 0.8391 data_cost: 0.0012 ips: 57.2029 images/s [03/12 22:47:37] ppdet.engine INFO: Epoch: [83] [140/610] learning_rate: 0.197576 loss_vfl: 1.124884 loss_bbox: 0.540775 loss_dfl: 0.429457 loss: 2.096700 eta: 1 day, 7:23:46 batch_cost: 0.8507 data_cost: 0.0006 ips: 56.4230 images/s [03/12 22:47:55] ppdet.engine INFO: Epoch: [83] [160/610] learning_rate: 0.197545 loss_vfl: 1.159863 loss_bbox: 0.562080 loss_dfl: 0.442624 loss: 2.198138 eta: 1 day, 7:23:27 batch_cost: 0.8160 data_cost: 0.0012 ips: 58.8255 images/s [03/12 22:48:14] ppdet.engine INFO: Epoch: [83] [180/610] learning_rate: 0.197513 loss_vfl: 1.213821 loss_bbox: 0.609961 loss_dfl: 0.473218 loss: 2.273102 eta: 1 day, 7:23:10 batch_cost: 0.8563 data_cost: 0.0008 ips: 56.0569 images/s [03/12 22:48:33] ppdet.engine INFO: Epoch: [83] [200/610] learning_rate: 0.197482 loss_vfl: 1.211096 loss_bbox: 0.599181 loss_dfl: 0.473040 loss: 2.304533 eta: 1 day, 7:22:52 batch_cost: 0.8311 data_cost: 0.0004 ips: 57.7546 images/s [03/12 22:48:51] ppdet.engine INFO: Epoch: [83] [220/610] learning_rate: 0.197450 loss_vfl: 1.125173 loss_bbox: 0.571978 loss_dfl: 0.437270 loss: 2.151886 eta: 1 day, 7:22:33 batch_cost: 0.8203 data_cost: 0.0008 ips: 58.5161 images/s [03/12 22:49:10] ppdet.engine INFO: Epoch: [83] [240/610] learning_rate: 0.197419 loss_vfl: 1.133653 loss_bbox: 0.558109 loss_dfl: 0.436188 loss: 2.143464 eta: 1 day, 7:22:15 batch_cost: 0.8349 data_cost: 0.0003 ips: 57.4915 images/s [03/12 22:49:28] ppdet.engine INFO: Epoch: [83] [260/610] learning_rate: 0.197387 loss_vfl: 1.219195 loss_bbox: 0.562769 loss_dfl: 0.453656 loss: 2.244783 eta: 1 day, 7:21:57 batch_cost: 0.8511 data_cost: 0.0018 ips: 56.3982 images/s [03/12 22:49:47] ppdet.engine INFO: Epoch: [83] [280/610] learning_rate: 0.197356 loss_vfl: 1.190626 loss_bbox: 0.593260 loss_dfl: 0.462692 loss: 2.270422 eta: 1 day, 7:21:41 batch_cost: 0.8611 data_cost: 0.0003 ips: 55.7408 images/s [03/12 22:50:06] ppdet.engine INFO: Epoch: [83] [300/610] learning_rate: 0.197324 loss_vfl: 1.128815 loss_bbox: 0.535165 loss_dfl: 0.426632 loss: 2.069116 eta: 1 day, 7:21:20 batch_cost: 0.7868 data_cost: 0.0004 ips: 61.0070 images/s [03/12 22:50:25] ppdet.engine INFO: Epoch: [83] [320/610] learning_rate: 0.197292 loss_vfl: 1.214966 loss_bbox: 0.576645 loss_dfl: 0.457994 loss: 2.280480 eta: 1 day, 7:21:02 batch_cost: 0.8281 data_cost: 0.0005 ips: 57.9648 images/s [03/12 22:50:44] ppdet.engine INFO: Epoch: [83] [340/610] learning_rate: 0.197261 loss_vfl: 1.192368 loss_bbox: 0.568240 loss_dfl: 0.450012 loss: 2.210524 eta: 1 day, 7:20:44 batch_cost: 0.8549 data_cost: 0.0003 ips: 56.1491 images/s [03/12 22:51:02] ppdet.engine INFO: Epoch: [83] [360/610] learning_rate: 0.197229 loss_vfl: 1.131600 loss_bbox: 0.572699 loss_dfl: 0.435389 loss: 2.109524 eta: 1 day, 7:20:25 batch_cost: 0.8134 data_cost: 0.0010 ips: 59.0149 images/s [03/12 22:51:21] ppdet.engine INFO: Epoch: [83] [380/610] learning_rate: 0.197198 loss_vfl: 1.136177 loss_bbox: 0.533280 loss_dfl: 0.429101 loss: 2.098248 eta: 1 day, 7:20:08 batch_cost: 0.8488 data_cost: 0.0009 ips: 56.5472 images/s [03/12 22:51:40] ppdet.engine INFO: Epoch: [83] [400/610] learning_rate: 0.197166 loss_vfl: 1.206089 loss_bbox: 0.573325 loss_dfl: 0.455536 loss: 2.220717 eta: 1 day, 7:19:51 batch_cost: 0.8649 data_cost: 0.0003 ips: 55.4956 images/s [03/12 22:51:59] ppdet.engine INFO: Epoch: [83] [420/610] learning_rate: 0.197135 loss_vfl: 1.177331 loss_bbox: 0.547329 loss_dfl: 0.429467 loss: 2.177673 eta: 1 day, 7:19:34 batch_cost: 0.8517 data_cost: 0.0016 ips: 56.3574 images/s [03/12 22:52:18] ppdet.engine INFO: Epoch: [83] [440/610] learning_rate: 0.197103 loss_vfl: 1.133333 loss_bbox: 0.548594 loss_dfl: 0.430285 loss: 2.124893 eta: 1 day, 7:19:17 batch_cost: 0.8467 data_cost: 0.0014 ips: 56.6932 images/s [03/12 22:52:37] ppdet.engine INFO: Epoch: [83] [460/610] learning_rate: 0.197071 loss_vfl: 1.172760 loss_bbox: 0.554955 loss_dfl: 0.435791 loss: 2.173509 eta: 1 day, 7:19:00 batch_cost: 0.8716 data_cost: 0.0004 ips: 55.0707 images/s [03/12 22:52:56] ppdet.engine INFO: Epoch: [83] [480/610] learning_rate: 0.197040 loss_vfl: 1.169810 loss_bbox: 0.580423 loss_dfl: 0.451650 loss: 2.189173 eta: 1 day, 7:18:44 batch_cost: 0.8693 data_cost: 0.0011 ips: 55.2153 images/s [03/12 22:53:15] ppdet.engine INFO: Epoch: [83] [500/610] learning_rate: 0.197008 loss_vfl: 1.204110 loss_bbox: 0.587983 loss_dfl: 0.475894 loss: 2.269843 eta: 1 day, 7:18:27 batch_cost: 0.8596 data_cost: 0.0019 ips: 55.8390 images/s [03/12 22:53:35] ppdet.engine INFO: Epoch: [83] [520/610] learning_rate: 0.196976 loss_vfl: 1.120455 loss_bbox: 0.548589 loss_dfl: 0.440965 loss: 2.100560 eta: 1 day, 7:18:12 batch_cost: 0.8889 data_cost: 0.0003 ips: 54.0005 images/s [03/12 22:53:54] ppdet.engine INFO: Epoch: [83] [540/610] learning_rate: 0.196945 loss_vfl: 1.226923 loss_bbox: 0.593237 loss_dfl: 0.457449 loss: 2.301928 eta: 1 day, 7:17:52 batch_cost: 0.8073 data_cost: 0.0003 ips: 59.4597 images/s [03/12 22:54:13] ppdet.engine INFO: Epoch: [83] [560/610] learning_rate: 0.196913 loss_vfl: 1.203110 loss_bbox: 0.608216 loss_dfl: 0.465632 loss: 2.242148 eta: 1 day, 7:17:36 batch_cost: 0.8770 data_cost: 0.0015 ips: 54.7338 images/s [03/12 22:54:32] ppdet.engine INFO: Epoch: [83] [580/610] learning_rate: 0.196881 loss_vfl: 1.142446 loss_bbox: 0.546554 loss_dfl: 0.422564 loss: 2.148522 eta: 1 day, 7:17:19 batch_cost: 0.8602 data_cost: 0.0003 ips: 55.7994 images/s [03/12 22:54:50] ppdet.engine INFO: Epoch: [83] [600/610] learning_rate: 0.196850 loss_vfl: 1.159216 loss_bbox: 0.560272 loss_dfl: 0.440620 loss: 2.149991 eta: 1 day, 7:17:00 batch_cost: 0.8106 data_cost: 0.0004 ips: 59.2159 images/s [03/12 22:55:04] ppdet.engine INFO: Epoch: [84] [ 0/610] learning_rate: 0.196834 loss_vfl: 1.116301 loss_bbox: 0.546043 loss_dfl: 0.429452 loss: 2.077594 eta: 1 day, 7:17:01 batch_cost: 1.0058 data_cost: 0.2360 ips: 47.7222 images/s [03/12 22:55:25] ppdet.engine INFO: Epoch: [84] [ 20/610] learning_rate: 0.196802 loss_vfl: 1.149277 loss_bbox: 0.560843 loss_dfl: 0.443298 loss: 2.173887 eta: 1 day, 7:16:48 batch_cost: 0.9377 data_cost: 0.0003 ips: 51.1888 images/s [03/12 22:55:44] ppdet.engine INFO: Epoch: [84] [ 40/610] learning_rate: 0.196770 loss_vfl: 1.155854 loss_bbox: 0.547186 loss_dfl: 0.434339 loss: 2.134299 eta: 1 day, 7:16:33 batch_cost: 0.8915 data_cost: 0.0003 ips: 53.8404 images/s [03/12 22:56:03] ppdet.engine INFO: Epoch: [84] [ 60/610] learning_rate: 0.196739 loss_vfl: 1.196088 loss_bbox: 0.584689 loss_dfl: 0.462055 loss: 2.229111 eta: 1 day, 7:16:14 batch_cost: 0.8207 data_cost: 0.0003 ips: 58.4890 images/s [03/12 22:56:22] ppdet.engine INFO: Epoch: [84] [ 80/610] learning_rate: 0.196707 loss_vfl: 1.130639 loss_bbox: 0.541589 loss_dfl: 0.423436 loss: 2.114924 eta: 1 day, 7:15:57 batch_cost: 0.8592 data_cost: 0.0003 ips: 55.8652 images/s [03/12 22:56:42] ppdet.engine INFO: Epoch: [84] [100/610] learning_rate: 0.196675 loss_vfl: 1.127140 loss_bbox: 0.547934 loss_dfl: 0.432023 loss: 2.123798 eta: 1 day, 7:15:42 batch_cost: 0.9038 data_cost: 0.0003 ips: 53.1116 images/s [03/12 22:57:01] ppdet.engine INFO: Epoch: [84] [120/610] learning_rate: 0.196643 loss_vfl: 1.138820 loss_bbox: 0.526549 loss_dfl: 0.420382 loss: 2.091046 eta: 1 day, 7:15:24 batch_cost: 0.8267 data_cost: 0.0003 ips: 58.0647 images/s [03/12 22:57:20] ppdet.engine INFO: Epoch: [84] [140/610] learning_rate: 0.196612 loss_vfl: 1.136870 loss_bbox: 0.571636 loss_dfl: 0.445937 loss: 2.144225 eta: 1 day, 7:15:06 batch_cost: 0.8428 data_cost: 0.0003 ips: 56.9544 images/s [03/12 22:57:38] ppdet.engine INFO: Epoch: [84] [160/610] learning_rate: 0.196580 loss_vfl: 1.151413 loss_bbox: 0.584801 loss_dfl: 0.464174 loss: 2.177330 eta: 1 day, 7:14:49 batch_cost: 0.8454 data_cost: 0.0009 ips: 56.7801 images/s [03/12 22:57:57] ppdet.engine INFO: Epoch: [84] [180/610] learning_rate: 0.196548 loss_vfl: 1.201257 loss_bbox: 0.560723 loss_dfl: 0.446459 loss: 2.198682 eta: 1 day, 7:14:30 batch_cost: 0.8297 data_cost: 0.0003 ips: 57.8539 images/s [03/12 22:58:15] ppdet.engine INFO: Epoch: [84] [200/610] learning_rate: 0.196516 loss_vfl: 1.189728 loss_bbox: 0.559915 loss_dfl: 0.447832 loss: 2.230976 eta: 1 day, 7:14:10 batch_cost: 0.7894 data_cost: 0.0003 ips: 60.8081 images/s [03/12 22:58:34] ppdet.engine INFO: Epoch: [84] [220/610] learning_rate: 0.196485 loss_vfl: 1.183580 loss_bbox: 0.547221 loss_dfl: 0.439953 loss: 2.160086 eta: 1 day, 7:13:53 batch_cost: 0.8645 data_cost: 0.0004 ips: 55.5209 images/s [03/12 22:58:52] ppdet.engine INFO: Epoch: [84] [240/610] learning_rate: 0.196453 loss_vfl: 1.105731 loss_bbox: 0.517212 loss_dfl: 0.414763 loss: 2.018028 eta: 1 day, 7:13:34 batch_cost: 0.8088 data_cost: 0.0009 ips: 59.3470 images/s [03/12 22:59:12] ppdet.engine INFO: Epoch: [84] [260/610] learning_rate: 0.196421 loss_vfl: 1.194894 loss_bbox: 0.582405 loss_dfl: 0.460291 loss: 2.237258 eta: 1 day, 7:13:18 batch_cost: 0.8891 data_cost: 0.0014 ips: 53.9887 images/s [03/12 22:59:31] ppdet.engine INFO: Epoch: [84] [280/610] learning_rate: 0.196389 loss_vfl: 1.113059 loss_bbox: 0.555829 loss_dfl: 0.443769 loss: 2.133644 eta: 1 day, 7:12:59 batch_cost: 0.8110 data_cost: 0.0003 ips: 59.1850 images/s [03/12 22:59:49] ppdet.engine INFO: Epoch: [84] [300/610] learning_rate: 0.196357 loss_vfl: 1.273489 loss_bbox: 0.567650 loss_dfl: 0.465119 loss: 2.317191 eta: 1 day, 7:12:41 batch_cost: 0.8306 data_cost: 0.0016 ips: 57.7902 images/s [03/12 23:00:08] ppdet.engine INFO: Epoch: [84] [320/610] learning_rate: 0.196325 loss_vfl: 1.222821 loss_bbox: 0.606187 loss_dfl: 0.475247 loss: 2.322043 eta: 1 day, 7:12:23 batch_cost: 0.8368 data_cost: 0.0003 ips: 57.3600 images/s [03/12 23:00:27] ppdet.engine INFO: Epoch: [84] [340/610] learning_rate: 0.196294 loss_vfl: 1.226739 loss_bbox: 0.597434 loss_dfl: 0.454405 loss: 2.243338 eta: 1 day, 7:12:05 batch_cost: 0.8495 data_cost: 0.0003 ips: 56.5010 images/s [03/12 23:00:46] ppdet.engine INFO: Epoch: [84] [360/610] learning_rate: 0.196262 loss_vfl: 1.130665 loss_bbox: 0.555106 loss_dfl: 0.437484 loss: 2.143388 eta: 1 day, 7:11:50 batch_cost: 0.8869 data_cost: 0.0003 ips: 54.1221 images/s [03/12 23:01:06] ppdet.engine INFO: Epoch: [84] [380/610] learning_rate: 0.196230 loss_vfl: 1.173012 loss_bbox: 0.542626 loss_dfl: 0.430060 loss: 2.153723 eta: 1 day, 7:11:33 batch_cost: 0.8531 data_cost: 0.0014 ips: 56.2629 images/s [03/12 23:01:24] ppdet.engine INFO: Epoch: [84] [400/610] learning_rate: 0.196198 loss_vfl: 1.211854 loss_bbox: 0.605124 loss_dfl: 0.466483 loss: 2.287560 eta: 1 day, 7:11:15 batch_cost: 0.8413 data_cost: 0.0004 ips: 57.0547 images/s [03/12 23:01:43] ppdet.engine INFO: Epoch: [84] [420/610] learning_rate: 0.196166 loss_vfl: 1.125125 loss_bbox: 0.558104 loss_dfl: 0.431632 loss: 2.148268 eta: 1 day, 7:10:59 batch_cost: 0.8756 data_cost: 0.0003 ips: 54.8171 images/s [03/12 23:02:03] ppdet.engine INFO: Epoch: [84] [440/610] learning_rate: 0.196134 loss_vfl: 1.169353 loss_bbox: 0.575551 loss_dfl: 0.456184 loss: 2.165773 eta: 1 day, 7:10:41 batch_cost: 0.8463 data_cost: 0.0003 ips: 56.7198 images/s [03/12 23:02:22] ppdet.engine INFO: Epoch: [84] [460/610] learning_rate: 0.196102 loss_vfl: 1.101680 loss_bbox: 0.533373 loss_dfl: 0.422490 loss: 2.028963 eta: 1 day, 7:10:25 batch_cost: 0.8652 data_cost: 0.0005 ips: 55.4763 images/s [03/12 23:02:41] ppdet.engine INFO: Epoch: [84] [480/610] learning_rate: 0.196070 loss_vfl: 1.111203 loss_bbox: 0.561365 loss_dfl: 0.429849 loss: 2.065569 eta: 1 day, 7:10:06 batch_cost: 0.8288 data_cost: 0.0004 ips: 57.9129 images/s [03/12 23:02:59] ppdet.engine INFO: Epoch: [84] [500/610] learning_rate: 0.196038 loss_vfl: 1.230274 loss_bbox: 0.612354 loss_dfl: 0.479701 loss: 2.286380 eta: 1 day, 7:09:50 batch_cost: 0.8717 data_cost: 0.0024 ips: 55.0635 images/s [03/12 23:03:20] ppdet.engine INFO: Epoch: [84] [520/610] learning_rate: 0.196007 loss_vfl: 1.209056 loss_bbox: 0.568242 loss_dfl: 0.458546 loss: 2.244619 eta: 1 day, 7:09:36 batch_cost: 0.9049 data_cost: 0.0003 ips: 53.0471 images/s [03/12 23:03:38] ppdet.engine INFO: Epoch: [84] [540/610] learning_rate: 0.195975 loss_vfl: 1.184432 loss_bbox: 0.572175 loss_dfl: 0.456393 loss: 2.174819 eta: 1 day, 7:09:19 batch_cost: 0.8604 data_cost: 0.0003 ips: 55.7901 images/s [03/12 23:03:57] ppdet.engine INFO: Epoch: [84] [560/610] learning_rate: 0.195943 loss_vfl: 1.146382 loss_bbox: 0.553099 loss_dfl: 0.443050 loss: 2.140764 eta: 1 day, 7:09:02 batch_cost: 0.8598 data_cost: 0.0004 ips: 55.8271 images/s [03/12 23:04:17] ppdet.engine INFO: Epoch: [84] [580/610] learning_rate: 0.195911 loss_vfl: 1.231648 loss_bbox: 0.583500 loss_dfl: 0.467706 loss: 2.284801 eta: 1 day, 7:08:47 batch_cost: 0.8998 data_cost: 0.0011 ips: 53.3455 images/s [03/12 23:04:35] ppdet.engine INFO: Epoch: [84] [600/610] learning_rate: 0.195879 loss_vfl: 1.170747 loss_bbox: 0.530001 loss_dfl: 0.427380 loss: 2.121127 eta: 1 day, 7:08:29 batch_cost: 0.8444 data_cost: 0.0043 ips: 56.8441 images/s [03/12 23:04:51] ppdet.engine INFO: Epoch: [85] [ 0/610] learning_rate: 0.195863 loss_vfl: 1.171769 loss_bbox: 0.539022 loss_dfl: 0.437655 loss: 2.174473 eta: 1 day, 7:08:33 batch_cost: 1.0849 data_cost: 0.2837 ips: 44.2449 images/s [03/12 23:05:12] ppdet.engine INFO: Epoch: [85] [ 20/610] learning_rate: 0.195831 loss_vfl: 1.186956 loss_bbox: 0.594206 loss_dfl: 0.476495 loss: 2.273758 eta: 1 day, 7:08:20 batch_cost: 0.9322 data_cost: 0.0004 ips: 51.4887 images/s [03/12 23:05:32] ppdet.engine INFO: Epoch: [85] [ 40/610] learning_rate: 0.195799 loss_vfl: 1.190740 loss_bbox: 0.565841 loss_dfl: 0.444681 loss: 2.195303 eta: 1 day, 7:08:06 batch_cost: 0.9198 data_cost: 0.0004 ips: 52.1852 images/s [03/12 23:05:51] ppdet.engine INFO: Epoch: [85] [ 60/610] learning_rate: 0.195767 loss_vfl: 1.135337 loss_bbox: 0.555359 loss_dfl: 0.441210 loss: 2.142997 eta: 1 day, 7:07:46 batch_cost: 0.8088 data_cost: 0.0004 ips: 59.3463 images/s [03/12 23:06:10] ppdet.engine INFO: Epoch: [85] [ 80/610] learning_rate: 0.195735 loss_vfl: 1.205325 loss_bbox: 0.573909 loss_dfl: 0.441479 loss: 2.191713 eta: 1 day, 7:07:29 batch_cost: 0.8428 data_cost: 0.0011 ips: 56.9538 images/s [03/12 23:06:29] ppdet.engine INFO: Epoch: [85] [100/610] learning_rate: 0.195703 loss_vfl: 1.155317 loss_bbox: 0.563198 loss_dfl: 0.459047 loss: 2.199834 eta: 1 day, 7:07:12 batch_cost: 0.8652 data_cost: 0.0003 ips: 55.4802 images/s [03/12 23:06:48] ppdet.engine INFO: Epoch: [85] [120/610] learning_rate: 0.195671 loss_vfl: 1.248249 loss_bbox: 0.582094 loss_dfl: 0.451015 loss: 2.285756 eta: 1 day, 7:06:55 batch_cost: 0.8623 data_cost: 0.0003 ips: 55.6628 images/s [03/12 23:07:07] ppdet.engine INFO: Epoch: [85] [140/610] learning_rate: 0.195639 loss_vfl: 1.137497 loss_bbox: 0.550386 loss_dfl: 0.447177 loss: 2.143461 eta: 1 day, 7:06:39 batch_cost: 0.8610 data_cost: 0.0003 ips: 55.7461 images/s [03/12 23:07:26] ppdet.engine INFO: Epoch: [85] [160/610] learning_rate: 0.195607 loss_vfl: 1.189168 loss_bbox: 0.598293 loss_dfl: 0.468584 loss: 2.242157 eta: 1 day, 7:06:20 batch_cost: 0.8328 data_cost: 0.0003 ips: 57.6372 images/s [03/12 23:07:44] ppdet.engine INFO: Epoch: [85] [180/610] learning_rate: 0.195575 loss_vfl: 1.153401 loss_bbox: 0.528447 loss_dfl: 0.432615 loss: 2.117280 eta: 1 day, 7:06:03 batch_cost: 0.8495 data_cost: 0.0004 ips: 56.5013 images/s [03/12 23:08:04] ppdet.engine INFO: Epoch: [85] [200/610] learning_rate: 0.195542 loss_vfl: 1.132413 loss_bbox: 0.558018 loss_dfl: 0.445053 loss: 2.135484 eta: 1 day, 7:05:46 batch_cost: 0.8467 data_cost: 0.0003 ips: 56.6893 images/s [03/12 23:08:23] ppdet.engine INFO: Epoch: [85] [220/610] learning_rate: 0.195510 loss_vfl: 1.181198 loss_bbox: 0.556377 loss_dfl: 0.438971 loss: 2.168631 eta: 1 day, 7:05:29 batch_cost: 0.8582 data_cost: 0.0046 ips: 55.9324 images/s [03/12 23:08:41] ppdet.engine INFO: Epoch: [85] [240/610] learning_rate: 0.195478 loss_vfl: 1.173346 loss_bbox: 0.562144 loss_dfl: 0.448038 loss: 2.179575 eta: 1 day, 7:05:09 batch_cost: 0.8007 data_cost: 0.0010 ips: 59.9438 images/s [03/12 23:08:59] ppdet.engine INFO: Epoch: [85] [260/610] learning_rate: 0.195446 loss_vfl: 1.184548 loss_bbox: 0.569763 loss_dfl: 0.452914 loss: 2.166459 eta: 1 day, 7:04:51 batch_cost: 0.8340 data_cost: 0.0003 ips: 57.5565 images/s [03/12 23:09:18] ppdet.engine INFO: Epoch: [85] [280/610] learning_rate: 0.195414 loss_vfl: 1.131886 loss_bbox: 0.564894 loss_dfl: 0.452440 loss: 2.140450 eta: 1 day, 7:04:33 batch_cost: 0.8515 data_cost: 0.0003 ips: 56.3707 images/s [03/12 23:09:36] ppdet.engine INFO: Epoch: [85] [300/610] learning_rate: 0.195382 loss_vfl: 1.060646 loss_bbox: 0.502380 loss_dfl: 0.401697 loss: 1.973924 eta: 1 day, 7:04:14 batch_cost: 0.8110 data_cost: 0.0004 ips: 59.1885 images/s [03/12 23:09:55] ppdet.engine INFO: Epoch: [85] [320/610] learning_rate: 0.195350 loss_vfl: 1.162397 loss_bbox: 0.564308 loss_dfl: 0.446193 loss: 2.147822 eta: 1 day, 7:03:58 batch_cost: 0.8717 data_cost: 0.0004 ips: 55.0630 images/s [03/12 23:10:15] ppdet.engine INFO: Epoch: [85] [340/610] learning_rate: 0.195318 loss_vfl: 1.131404 loss_bbox: 0.580168 loss_dfl: 0.443425 loss: 2.144377 eta: 1 day, 7:03:42 batch_cost: 0.8862 data_cost: 0.0021 ips: 54.1662 images/s [03/12 23:10:34] ppdet.engine INFO: Epoch: [85] [360/610] learning_rate: 0.195286 loss_vfl: 1.190694 loss_bbox: 0.586015 loss_dfl: 0.438859 loss: 2.169411 eta: 1 day, 7:03:26 batch_cost: 0.8788 data_cost: 0.0003 ips: 54.6177 images/s [03/12 23:10:53] ppdet.engine INFO: Epoch: [85] [380/610] learning_rate: 0.195254 loss_vfl: 1.139147 loss_bbox: 0.555045 loss_dfl: 0.444510 loss: 2.144495 eta: 1 day, 7:03:10 batch_cost: 0.8591 data_cost: 0.0003 ips: 55.8692 images/s [03/12 23:11:12] ppdet.engine INFO: Epoch: [85] [400/610] learning_rate: 0.195221 loss_vfl: 1.117111 loss_bbox: 0.516112 loss_dfl: 0.429011 loss: 2.060622 eta: 1 day, 7:02:52 batch_cost: 0.8405 data_cost: 0.0009 ips: 57.1109 images/s [03/12 23:11:31] ppdet.engine INFO: Epoch: [85] [420/610] learning_rate: 0.195189 loss_vfl: 1.158305 loss_bbox: 0.542657 loss_dfl: 0.425665 loss: 2.141096 eta: 1 day, 7:02:34 batch_cost: 0.8411 data_cost: 0.0003 ips: 57.0711 images/s [03/12 23:11:50] ppdet.engine INFO: Epoch: [85] [440/610] learning_rate: 0.195157 loss_vfl: 1.164541 loss_bbox: 0.575105 loss_dfl: 0.450301 loss: 2.221710 eta: 1 day, 7:02:15 batch_cost: 0.8074 data_cost: 0.0003 ips: 59.4510 images/s [03/12 23:12:09] ppdet.engine INFO: Epoch: [85] [460/610] learning_rate: 0.195125 loss_vfl: 1.161059 loss_bbox: 0.578025 loss_dfl: 0.458241 loss: 2.191753 eta: 1 day, 7:01:57 batch_cost: 0.8527 data_cost: 0.0003 ips: 56.2921 images/s [03/12 23:12:28] ppdet.engine INFO: Epoch: [85] [480/610] learning_rate: 0.195093 loss_vfl: 1.179018 loss_bbox: 0.547682 loss_dfl: 0.434263 loss: 2.154149 eta: 1 day, 7:01:39 batch_cost: 0.8318 data_cost: 0.0017 ips: 57.7062 images/s [03/12 23:12:47] ppdet.engine INFO: Epoch: [85] [500/610] learning_rate: 0.195061 loss_vfl: 1.155873 loss_bbox: 0.542823 loss_dfl: 0.435531 loss: 2.158300 eta: 1 day, 7:01:22 batch_cost: 0.8520 data_cost: 0.0003 ips: 56.3397 images/s [03/12 23:13:06] ppdet.engine INFO: Epoch: [85] [520/610] learning_rate: 0.195028 loss_vfl: 1.183971 loss_bbox: 0.592723 loss_dfl: 0.472890 loss: 2.250329 eta: 1 day, 7:01:06 batch_cost: 0.8746 data_cost: 0.0005 ips: 54.8842 images/s [03/12 23:13:25] ppdet.engine INFO: Epoch: [85] [540/610] learning_rate: 0.194996 loss_vfl: 1.198807 loss_bbox: 0.587915 loss_dfl: 0.462353 loss: 2.237875 eta: 1 day, 7:00:49 batch_cost: 0.8552 data_cost: 0.0003 ips: 56.1295 images/s [03/12 23:13:44] ppdet.engine INFO: Epoch: [85] [560/610] learning_rate: 0.194964 loss_vfl: 1.144174 loss_bbox: 0.584260 loss_dfl: 0.456862 loss: 2.219397 eta: 1 day, 7:00:32 batch_cost: 0.8655 data_cost: 0.0004 ips: 55.4574 images/s [03/12 23:14:04] ppdet.engine INFO: Epoch: [85] [580/610] learning_rate: 0.194932 loss_vfl: 1.164026 loss_bbox: 0.567742 loss_dfl: 0.436985 loss: 2.166842 eta: 1 day, 7:00:16 batch_cost: 0.8677 data_cost: 0.0003 ips: 55.3185 images/s [03/12 23:14:22] ppdet.engine INFO: Epoch: [85] [600/610] learning_rate: 0.194899 loss_vfl: 1.111973 loss_bbox: 0.523215 loss_dfl: 0.425962 loss: 2.048497 eta: 1 day, 6:59:58 batch_cost: 0.8443 data_cost: 0.0004 ips: 56.8511 images/s [03/12 23:14:37] ppdet.engine INFO: Epoch: [86] [ 0/610] learning_rate: 0.194883 loss_vfl: 1.138408 loss_bbox: 0.546405 loss_dfl: 0.432505 loss: 2.077695 eta: 1 day, 7:00:00 batch_cost: 1.0623 data_cost: 0.2704 ips: 45.1844 images/s [03/12 23:14:58] ppdet.engine INFO: Epoch: [86] [ 20/610] learning_rate: 0.194851 loss_vfl: 1.151983 loss_bbox: 0.569595 loss_dfl: 0.452389 loss: 2.195478 eta: 1 day, 6:59:47 batch_cost: 0.9234 data_cost: 0.0003 ips: 51.9843 images/s [03/12 23:15:17] ppdet.engine INFO: Epoch: [86] [ 40/610] learning_rate: 0.194819 loss_vfl: 1.197396 loss_bbox: 0.580446 loss_dfl: 0.451735 loss: 2.239429 eta: 1 day, 6:59:30 batch_cost: 0.8623 data_cost: 0.0016 ips: 55.6637 images/s [03/12 23:15:37] ppdet.engine INFO: Epoch: [86] [ 60/610] learning_rate: 0.194787 loss_vfl: 1.115484 loss_bbox: 0.522612 loss_dfl: 0.412546 loss: 1.998244 eta: 1 day, 6:59:14 batch_cost: 0.8813 data_cost: 0.0006 ips: 54.4640 images/s [03/12 23:15:57] ppdet.engine INFO: Epoch: [86] [ 80/610] learning_rate: 0.194754 loss_vfl: 1.148988 loss_bbox: 0.554599 loss_dfl: 0.429079 loss: 2.126276 eta: 1 day, 6:58:57 batch_cost: 0.8600 data_cost: 0.0005 ips: 55.8133 images/s [03/12 23:16:15] ppdet.engine INFO: Epoch: [86] [100/610] learning_rate: 0.194722 loss_vfl: 1.213373 loss_bbox: 0.599801 loss_dfl: 0.477543 loss: 2.314918 eta: 1 day, 6:58:39 batch_cost: 0.8302 data_cost: 0.0004 ips: 57.8181 images/s [03/12 23:16:34] ppdet.engine INFO: Epoch: [86] [120/610] learning_rate: 0.194690 loss_vfl: 1.242529 loss_bbox: 0.584469 loss_dfl: 0.461905 loss: 2.284668 eta: 1 day, 6:58:22 batch_cost: 0.8577 data_cost: 0.0011 ips: 55.9615 images/s [03/12 23:16:53] ppdet.engine INFO: Epoch: [86] [140/610] learning_rate: 0.194657 loss_vfl: 1.170385 loss_bbox: 0.536732 loss_dfl: 0.424703 loss: 2.117012 eta: 1 day, 6:58:04 batch_cost: 0.8322 data_cost: 0.0016 ips: 57.6804 images/s [03/12 23:17:12] ppdet.engine INFO: Epoch: [86] [160/610] learning_rate: 0.194625 loss_vfl: 1.169120 loss_bbox: 0.571113 loss_dfl: 0.454035 loss: 2.202958 eta: 1 day, 6:57:46 batch_cost: 0.8416 data_cost: 0.0012 ips: 57.0363 images/s [03/12 23:17:31] ppdet.engine INFO: Epoch: [86] [180/610] learning_rate: 0.194593 loss_vfl: 1.222986 loss_bbox: 0.563479 loss_dfl: 0.457465 loss: 2.255199 eta: 1 day, 6:57:28 batch_cost: 0.8453 data_cost: 0.0004 ips: 56.7859 images/s [03/12 23:17:50] ppdet.engine INFO: Epoch: [86] [200/610] learning_rate: 0.194560 loss_vfl: 1.161551 loss_bbox: 0.563969 loss_dfl: 0.447686 loss: 2.170476 eta: 1 day, 6:57:12 batch_cost: 0.8763 data_cost: 0.0004 ips: 54.7770 images/s [03/12 23:18:08] ppdet.engine INFO: Epoch: [86] [220/610] learning_rate: 0.194528 loss_vfl: 1.172960 loss_bbox: 0.547312 loss_dfl: 0.440075 loss: 2.150224 eta: 1 day, 6:56:55 batch_cost: 0.8448 data_cost: 0.0004 ips: 56.8181 images/s [03/12 23:18:28] ppdet.engine INFO: Epoch: [86] [240/610] learning_rate: 0.194496 loss_vfl: 1.200914 loss_bbox: 0.590143 loss_dfl: 0.468602 loss: 2.251211 eta: 1 day, 6:56:38 batch_cost: 0.8716 data_cost: 0.0004 ips: 55.0732 images/s [03/12 23:18:46] ppdet.engine INFO: Epoch: [86] [260/610] learning_rate: 0.194463 loss_vfl: 1.195488 loss_bbox: 0.578842 loss_dfl: 0.450903 loss: 2.239604 eta: 1 day, 6:56:21 batch_cost: 0.8419 data_cost: 0.0003 ips: 57.0141 images/s [03/12 23:19:05] ppdet.engine INFO: Epoch: [86] [280/610] learning_rate: 0.194431 loss_vfl: 1.157226 loss_bbox: 0.556145 loss_dfl: 0.433050 loss: 2.152916 eta: 1 day, 6:56:02 batch_cost: 0.8301 data_cost: 0.0005 ips: 57.8254 images/s [03/12 23:19:24] ppdet.engine INFO: Epoch: [86] [300/610] learning_rate: 0.194399 loss_vfl: 1.092819 loss_bbox: 0.561431 loss_dfl: 0.444307 loss: 2.107506 eta: 1 day, 6:55:46 batch_cost: 0.8694 data_cost: 0.0004 ips: 55.2098 images/s [03/12 23:19:42] ppdet.engine INFO: Epoch: [86] [320/610] learning_rate: 0.194366 loss_vfl: 1.165283 loss_bbox: 0.550538 loss_dfl: 0.439037 loss: 2.196407 eta: 1 day, 6:55:28 batch_cost: 0.8405 data_cost: 0.0009 ips: 57.1060 images/s [03/12 23:20:01] ppdet.engine INFO: Epoch: [86] [340/610] learning_rate: 0.194334 loss_vfl: 1.172181 loss_bbox: 0.535555 loss_dfl: 0.435223 loss: 2.145130 eta: 1 day, 6:55:12 batch_cost: 0.8641 data_cost: 0.0010 ips: 55.5487 images/s [03/12 23:20:20] ppdet.engine INFO: Epoch: [86] [360/610] learning_rate: 0.194301 loss_vfl: 1.226451 loss_bbox: 0.574903 loss_dfl: 0.464757 loss: 2.238432 eta: 1 day, 6:54:56 batch_cost: 0.8770 data_cost: 0.0003 ips: 54.7333 images/s [03/12 23:20:39] ppdet.engine INFO: Epoch: [86] [380/610] learning_rate: 0.194269 loss_vfl: 1.160731 loss_bbox: 0.530173 loss_dfl: 0.440076 loss: 2.152802 eta: 1 day, 6:54:38 batch_cost: 0.8488 data_cost: 0.0003 ips: 56.5512 images/s [03/12 23:20:57] ppdet.engine INFO: Epoch: [86] [400/610] learning_rate: 0.194237 loss_vfl: 1.114390 loss_bbox: 0.545375 loss_dfl: 0.424681 loss: 2.092351 eta: 1 day, 6:54:21 batch_cost: 0.8545 data_cost: 0.0003 ips: 56.1720 images/s [03/12 23:21:16] ppdet.engine INFO: Epoch: [86] [420/610] learning_rate: 0.194204 loss_vfl: 1.206046 loss_bbox: 0.575359 loss_dfl: 0.455770 loss: 2.187978 eta: 1 day, 6:54:02 batch_cost: 0.8227 data_cost: 0.0013 ips: 58.3436 images/s [03/12 23:21:35] ppdet.engine INFO: Epoch: [86] [440/610] learning_rate: 0.194172 loss_vfl: 1.232301 loss_bbox: 0.609289 loss_dfl: 0.479396 loss: 2.344110 eta: 1 day, 6:53:46 batch_cost: 0.8738 data_cost: 0.0003 ips: 54.9314 images/s [03/12 23:21:53] ppdet.engine INFO: Epoch: [86] [460/610] learning_rate: 0.194139 loss_vfl: 1.228019 loss_bbox: 0.585709 loss_dfl: 0.449518 loss: 2.264720 eta: 1 day, 6:53:27 batch_cost: 0.8164 data_cost: 0.0003 ips: 58.7967 images/s [03/12 23:22:12] ppdet.engine INFO: Epoch: [86] [480/610] learning_rate: 0.194107 loss_vfl: 1.168657 loss_bbox: 0.542960 loss_dfl: 0.441879 loss: 2.163862 eta: 1 day, 6:53:09 batch_cost: 0.8257 data_cost: 0.0010 ips: 58.1318 images/s [03/12 23:22:31] ppdet.engine INFO: Epoch: [86] [500/610] learning_rate: 0.194074 loss_vfl: 1.141790 loss_bbox: 0.560497 loss_dfl: 0.446705 loss: 2.130282 eta: 1 day, 6:52:53 batch_cost: 0.8761 data_cost: 0.0003 ips: 54.7856 images/s [03/12 23:22:49] ppdet.engine INFO: Epoch: [86] [520/610] learning_rate: 0.194042 loss_vfl: 1.196204 loss_bbox: 0.584384 loss_dfl: 0.456981 loss: 2.219699 eta: 1 day, 6:52:35 batch_cost: 0.8349 data_cost: 0.0003 ips: 57.4929 images/s [03/12 23:23:08] ppdet.engine INFO: Epoch: [86] [540/610] learning_rate: 0.194009 loss_vfl: 1.186621 loss_bbox: 0.559296 loss_dfl: 0.439816 loss: 2.198072 eta: 1 day, 6:52:17 batch_cost: 0.8460 data_cost: 0.0003 ips: 56.7371 images/s [03/12 23:23:27] ppdet.engine INFO: Epoch: [86] [560/610] learning_rate: 0.193977 loss_vfl: 1.170051 loss_bbox: 0.572859 loss_dfl: 0.443916 loss: 2.192387 eta: 1 day, 6:51:59 batch_cost: 0.8426 data_cost: 0.0003 ips: 56.9652 images/s [03/12 23:23:46] ppdet.engine INFO: Epoch: [86] [580/610] learning_rate: 0.193944 loss_vfl: 1.147860 loss_bbox: 0.555048 loss_dfl: 0.436306 loss: 2.128372 eta: 1 day, 6:51:41 batch_cost: 0.8401 data_cost: 0.0003 ips: 57.1340 images/s [03/12 23:24:05] ppdet.engine INFO: Epoch: [86] [600/610] learning_rate: 0.193912 loss_vfl: 1.141284 loss_bbox: 0.540247 loss_dfl: 0.429355 loss: 2.122264 eta: 1 day, 6:51:24 batch_cost: 0.8497 data_cost: 0.0011 ips: 56.4904 images/s [03/12 23:24:21] ppdet.engine INFO: Epoch: [87] [ 0/610] learning_rate: 0.193896 loss_vfl: 1.193012 loss_bbox: 0.589600 loss_dfl: 0.461283 loss: 2.240717 eta: 1 day, 6:51:29 batch_cost: 1.1233 data_cost: 0.2964 ips: 42.7303 images/s [03/12 23:24:41] ppdet.engine INFO: Epoch: [87] [ 20/610] learning_rate: 0.193863 loss_vfl: 1.212237 loss_bbox: 0.555085 loss_dfl: 0.451264 loss: 2.245147 eta: 1 day, 6:51:15 batch_cost: 0.9181 data_cost: 0.0004 ips: 52.2846 images/s [03/12 23:25:01] ppdet.engine INFO: Epoch: [87] [ 40/610] learning_rate: 0.193831 loss_vfl: 1.174700 loss_bbox: 0.582591 loss_dfl: 0.451858 loss: 2.186074 eta: 1 day, 6:50:59 batch_cost: 0.8866 data_cost: 0.0003 ips: 54.1398 images/s [03/12 23:25:20] ppdet.engine INFO: Epoch: [87] [ 60/610] learning_rate: 0.193798 loss_vfl: 1.180635 loss_bbox: 0.575586 loss_dfl: 0.448997 loss: 2.200483 eta: 1 day, 6:50:42 batch_cost: 0.8512 data_cost: 0.0003 ips: 56.3914 images/s [03/12 23:25:39] ppdet.engine INFO: Epoch: [87] [ 80/610] learning_rate: 0.193766 loss_vfl: 1.189351 loss_bbox: 0.578368 loss_dfl: 0.475224 loss: 2.243417 eta: 1 day, 6:50:24 batch_cost: 0.8398 data_cost: 0.0008 ips: 57.1531 images/s [03/12 23:25:58] ppdet.engine INFO: Epoch: [87] [100/610] learning_rate: 0.193733 loss_vfl: 1.231365 loss_bbox: 0.598153 loss_dfl: 0.468212 loss: 2.289855 eta: 1 day, 6:50:07 batch_cost: 0.8509 data_cost: 0.0003 ips: 56.4131 images/s [03/12 23:26:15] ppdet.engine INFO: Epoch: [87] [120/610] learning_rate: 0.193700 loss_vfl: 1.208291 loss_bbox: 0.578501 loss_dfl: 0.458756 loss: 2.246709 eta: 1 day, 6:49:45 batch_cost: 0.7718 data_cost: 0.0003 ips: 62.1933 images/s [03/12 23:26:33] ppdet.engine INFO: Epoch: [87] [140/610] learning_rate: 0.193668 loss_vfl: 1.083466 loss_bbox: 0.534885 loss_dfl: 0.422840 loss: 2.035420 eta: 1 day, 6:49:26 batch_cost: 0.8174 data_cost: 0.0003 ips: 58.7215 images/s [03/12 23:26:51] ppdet.engine INFO: Epoch: [87] [160/610] learning_rate: 0.193635 loss_vfl: 1.160118 loss_bbox: 0.572038 loss_dfl: 0.443872 loss: 2.168235 eta: 1 day, 6:49:08 batch_cost: 0.8304 data_cost: 0.0003 ips: 57.8016 images/s [03/12 23:27:11] ppdet.engine INFO: Epoch: [87] [180/610] learning_rate: 0.193603 loss_vfl: 1.160432 loss_bbox: 0.535658 loss_dfl: 0.433703 loss: 2.167663 eta: 1 day, 6:48:52 batch_cost: 0.8657 data_cost: 0.0003 ips: 55.4495 images/s [03/12 23:27:30] ppdet.engine INFO: Epoch: [87] [200/610] learning_rate: 0.193570 loss_vfl: 1.151454 loss_bbox: 0.546667 loss_dfl: 0.435088 loss: 2.151914 eta: 1 day, 6:48:34 batch_cost: 0.8389 data_cost: 0.0003 ips: 57.2196 images/s [03/12 23:27:48] ppdet.engine INFO: Epoch: [87] [220/610] learning_rate: 0.193537 loss_vfl: 1.214884 loss_bbox: 0.598754 loss_dfl: 0.463826 loss: 2.264006 eta: 1 day, 6:48:15 batch_cost: 0.8249 data_cost: 0.0003 ips: 58.1899 images/s [03/12 23:28:07] ppdet.engine INFO: Epoch: [87] [240/610] learning_rate: 0.193505 loss_vfl: 1.159260 loss_bbox: 0.560602 loss_dfl: 0.441622 loss: 2.198024 eta: 1 day, 6:48:00 batch_cost: 0.8920 data_cost: 0.0003 ips: 53.8107 images/s [03/12 23:28:25] ppdet.engine INFO: Epoch: [87] [260/610] learning_rate: 0.193472 loss_vfl: 1.206727 loss_bbox: 0.586812 loss_dfl: 0.473238 loss: 2.317745 eta: 1 day, 6:47:41 batch_cost: 0.8217 data_cost: 0.0003 ips: 58.4185 images/s [03/12 23:28:43] ppdet.engine INFO: Epoch: [87] [280/610] learning_rate: 0.193440 loss_vfl: 1.210744 loss_bbox: 0.575032 loss_dfl: 0.458040 loss: 2.234842 eta: 1 day, 6:47:21 batch_cost: 0.7949 data_cost: 0.0003 ips: 60.3819 images/s [03/12 23:29:02] ppdet.engine INFO: Epoch: [87] [300/610] learning_rate: 0.193407 loss_vfl: 1.095011 loss_bbox: 0.532880 loss_dfl: 0.421089 loss: 2.051257 eta: 1 day, 6:47:04 batch_cost: 0.8511 data_cost: 0.0009 ips: 56.3965 images/s [03/12 23:29:20] ppdet.engine INFO: Epoch: [87] [320/610] learning_rate: 0.193374 loss_vfl: 1.197691 loss_bbox: 0.568632 loss_dfl: 0.465323 loss: 2.236270 eta: 1 day, 6:46:45 batch_cost: 0.8164 data_cost: 0.0003 ips: 58.7919 images/s [03/12 23:29:39] ppdet.engine INFO: Epoch: [87] [340/610] learning_rate: 0.193342 loss_vfl: 1.146253 loss_bbox: 0.534211 loss_dfl: 0.424442 loss: 2.093831 eta: 1 day, 6:46:28 batch_cost: 0.8574 data_cost: 0.0040 ips: 55.9815 images/s [03/12 23:29:57] ppdet.engine INFO: Epoch: [87] [360/610] learning_rate: 0.193309 loss_vfl: 1.181529 loss_bbox: 0.568359 loss_dfl: 0.442778 loss: 2.197770 eta: 1 day, 6:46:08 batch_cost: 0.8076 data_cost: 0.0003 ips: 59.4337 images/s [03/12 23:30:17] ppdet.engine INFO: Epoch: [87] [380/610] learning_rate: 0.193276 loss_vfl: 1.123201 loss_bbox: 0.544050 loss_dfl: 0.432787 loss: 2.103898 eta: 1 day, 6:45:54 batch_cost: 0.9161 data_cost: 0.0009 ips: 52.3948 images/s [03/12 23:30:36] ppdet.engine INFO: Epoch: [87] [400/610] learning_rate: 0.193244 loss_vfl: 1.121774 loss_bbox: 0.528557 loss_dfl: 0.427815 loss: 2.097190 eta: 1 day, 6:45:38 batch_cost: 0.8754 data_cost: 0.0015 ips: 54.8347 images/s [03/12 23:30:54] ppdet.engine INFO: Epoch: [87] [420/610] learning_rate: 0.193211 loss_vfl: 1.247432 loss_bbox: 0.588253 loss_dfl: 0.469114 loss: 2.277488 eta: 1 day, 6:45:19 batch_cost: 0.8074 data_cost: 0.0003 ips: 59.4509 images/s [03/12 23:31:13] ppdet.engine INFO: Epoch: [87] [440/610] learning_rate: 0.193178 loss_vfl: 1.140026 loss_bbox: 0.563046 loss_dfl: 0.441375 loss: 2.121489 eta: 1 day, 6:45:03 batch_cost: 0.8820 data_cost: 0.0003 ips: 54.4237 images/s [03/12 23:31:32] ppdet.engine INFO: Epoch: [87] [460/610] learning_rate: 0.193145 loss_vfl: 1.204433 loss_bbox: 0.582324 loss_dfl: 0.457491 loss: 2.252909 eta: 1 day, 6:44:46 batch_cost: 0.8507 data_cost: 0.0008 ips: 56.4236 images/s [03/12 23:31:50] ppdet.engine INFO: Epoch: [87] [480/610] learning_rate: 0.193113 loss_vfl: 1.045805 loss_bbox: 0.498898 loss_dfl: 0.399039 loss: 1.955559 eta: 1 day, 6:44:26 batch_cost: 0.8016 data_cost: 0.0011 ips: 59.8805 images/s [03/12 23:32:09] ppdet.engine INFO: Epoch: [87] [500/610] learning_rate: 0.193080 loss_vfl: 1.178685 loss_bbox: 0.532290 loss_dfl: 0.433955 loss: 2.114815 eta: 1 day, 6:44:09 batch_cost: 0.8486 data_cost: 0.0009 ips: 56.5663 images/s [03/12 23:32:27] ppdet.engine INFO: Epoch: [87] [520/610] learning_rate: 0.193047 loss_vfl: 1.140508 loss_bbox: 0.532240 loss_dfl: 0.432478 loss: 2.127245 eta: 1 day, 6:43:52 batch_cost: 0.8658 data_cost: 0.0010 ips: 55.4426 images/s [03/12 23:32:46] ppdet.engine INFO: Epoch: [87] [540/610] learning_rate: 0.193015 loss_vfl: 1.168651 loss_bbox: 0.531231 loss_dfl: 0.434324 loss: 2.145262 eta: 1 day, 6:43:32 batch_cost: 0.8001 data_cost: 0.0003 ips: 59.9945 images/s [03/12 23:33:04] ppdet.engine INFO: Epoch: [87] [560/610] learning_rate: 0.192982 loss_vfl: 1.154551 loss_bbox: 0.531223 loss_dfl: 0.420087 loss: 2.084049 eta: 1 day, 6:43:15 batch_cost: 0.8443 data_cost: 0.0004 ips: 56.8538 images/s [03/12 23:33:23] ppdet.engine INFO: Epoch: [87] [580/610] learning_rate: 0.192949 loss_vfl: 1.213090 loss_bbox: 0.571888 loss_dfl: 0.449177 loss: 2.233572 eta: 1 day, 6:42:57 batch_cost: 0.8463 data_cost: 0.0003 ips: 56.7169 images/s [03/12 23:33:41] ppdet.engine INFO: Epoch: [87] [600/610] learning_rate: 0.192916 loss_vfl: 1.187911 loss_bbox: 0.600861 loss_dfl: 0.462014 loss: 2.244900 eta: 1 day, 6:42:39 batch_cost: 0.8291 data_cost: 0.0010 ips: 57.8956 images/s [03/12 23:33:56] ppdet.engine INFO: Epoch: [88] [ 0/610] learning_rate: 0.192900 loss_vfl: 1.207052 loss_bbox: 0.621475 loss_dfl: 0.483811 loss: 2.344600 eta: 1 day, 6:42:40 batch_cost: 1.0331 data_cost: 0.1922 ips: 46.4610 images/s [03/12 23:34:18] ppdet.engine INFO: Epoch: [88] [ 20/610] learning_rate: 0.192867 loss_vfl: 1.107509 loss_bbox: 0.525400 loss_dfl: 0.412734 loss: 2.053815 eta: 1 day, 6:42:30 batch_cost: 1.0096 data_cost: 0.0003 ips: 47.5416 images/s [03/12 23:34:37] ppdet.engine INFO: Epoch: [88] [ 40/610] learning_rate: 0.192834 loss_vfl: 1.189283 loss_bbox: 0.587732 loss_dfl: 0.464713 loss: 2.262439 eta: 1 day, 6:42:15 batch_cost: 0.8900 data_cost: 0.0010 ips: 53.9352 images/s [03/12 23:34:56] ppdet.engine INFO: Epoch: [88] [ 60/610] learning_rate: 0.192801 loss_vfl: 1.186274 loss_bbox: 0.605526 loss_dfl: 0.471509 loss: 2.263262 eta: 1 day, 6:41:57 batch_cost: 0.8485 data_cost: 0.0006 ips: 56.5672 images/s [03/12 23:35:15] ppdet.engine INFO: Epoch: [88] [ 80/610] learning_rate: 0.192769 loss_vfl: 1.178438 loss_bbox: 0.567031 loss_dfl: 0.467420 loss: 2.211440 eta: 1 day, 6:41:39 batch_cost: 0.8389 data_cost: 0.0003 ips: 57.2182 images/s [03/12 23:35:34] ppdet.engine INFO: Epoch: [88] [100/610] learning_rate: 0.192736 loss_vfl: 1.166717 loss_bbox: 0.543665 loss_dfl: 0.444145 loss: 2.142674 eta: 1 day, 6:41:22 batch_cost: 0.8593 data_cost: 0.0013 ips: 55.8591 images/s [03/12 23:35:54] ppdet.engine INFO: Epoch: [88] [120/610] learning_rate: 0.192703 loss_vfl: 1.150673 loss_bbox: 0.557985 loss_dfl: 0.441481 loss: 2.144034 eta: 1 day, 6:41:07 batch_cost: 0.8865 data_cost: 0.0003 ips: 54.1442 images/s [03/12 23:36:12] ppdet.engine INFO: Epoch: [88] [140/610] learning_rate: 0.192670 loss_vfl: 1.155453 loss_bbox: 0.546058 loss_dfl: 0.436674 loss: 2.100567 eta: 1 day, 6:40:48 batch_cost: 0.8221 data_cost: 0.0003 ips: 58.3876 images/s [03/12 23:36:31] ppdet.engine INFO: Epoch: [88] [160/610] learning_rate: 0.192637 loss_vfl: 1.159564 loss_bbox: 0.582101 loss_dfl: 0.461356 loss: 2.220556 eta: 1 day, 6:40:33 batch_cost: 0.8897 data_cost: 0.0003 ips: 53.9510 images/s [03/12 23:36:50] ppdet.engine INFO: Epoch: [88] [180/610] learning_rate: 0.192604 loss_vfl: 1.207925 loss_bbox: 0.576331 loss_dfl: 0.456590 loss: 2.251821 eta: 1 day, 6:40:14 batch_cost: 0.8294 data_cost: 0.0009 ips: 57.8709 images/s [03/12 23:37:09] ppdet.engine INFO: Epoch: [88] [200/610] learning_rate: 0.192572 loss_vfl: 1.117791 loss_bbox: 0.535726 loss_dfl: 0.433527 loss: 2.076763 eta: 1 day, 6:39:58 batch_cost: 0.8636 data_cost: 0.0003 ips: 55.5811 images/s [03/12 23:37:27] ppdet.engine INFO: Epoch: [88] [220/610] learning_rate: 0.192539 loss_vfl: 1.186456 loss_bbox: 0.577512 loss_dfl: 0.449564 loss: 2.248397 eta: 1 day, 6:39:39 batch_cost: 0.8284 data_cost: 0.0010 ips: 57.9458 images/s [03/12 23:37:46] ppdet.engine INFO: Epoch: [88] [240/610] learning_rate: 0.192506 loss_vfl: 1.159235 loss_bbox: 0.535146 loss_dfl: 0.430034 loss: 2.119441 eta: 1 day, 6:39:21 batch_cost: 0.8323 data_cost: 0.0003 ips: 57.6704 images/s [03/12 23:38:04] ppdet.engine INFO: Epoch: [88] [260/610] learning_rate: 0.192473 loss_vfl: 1.182584 loss_bbox: 0.613341 loss_dfl: 0.463649 loss: 2.266459 eta: 1 day, 6:39:00 batch_cost: 0.7783 data_cost: 0.0003 ips: 61.6732 images/s [03/12 23:38:23] ppdet.engine INFO: Epoch: [88] [280/610] learning_rate: 0.192440 loss_vfl: 1.220924 loss_bbox: 0.589280 loss_dfl: 0.476241 loss: 2.286504 eta: 1 day, 6:38:42 batch_cost: 0.8262 data_cost: 0.0014 ips: 58.0954 images/s [03/12 23:38:42] ppdet.engine INFO: Epoch: [88] [300/610] learning_rate: 0.192407 loss_vfl: 1.113049 loss_bbox: 0.516663 loss_dfl: 0.422333 loss: 2.044370 eta: 1 day, 6:38:24 batch_cost: 0.8416 data_cost: 0.0010 ips: 57.0326 images/s [03/12 23:39:01] ppdet.engine INFO: Epoch: [88] [320/610] learning_rate: 0.192374 loss_vfl: 1.155689 loss_bbox: 0.543992 loss_dfl: 0.429961 loss: 2.091962 eta: 1 day, 6:38:07 batch_cost: 0.8431 data_cost: 0.0003 ips: 56.9324 images/s [03/12 23:39:19] ppdet.engine INFO: Epoch: [88] [340/610] learning_rate: 0.192341 loss_vfl: 1.200656 loss_bbox: 0.579925 loss_dfl: 0.464868 loss: 2.270463 eta: 1 day, 6:37:48 batch_cost: 0.8252 data_cost: 0.0008 ips: 58.1711 images/s [03/12 23:39:38] ppdet.engine INFO: Epoch: [88] [360/610] learning_rate: 0.192308 loss_vfl: 1.152562 loss_bbox: 0.554105 loss_dfl: 0.438181 loss: 2.147040 eta: 1 day, 6:37:31 batch_cost: 0.8582 data_cost: 0.0015 ips: 55.9305 images/s [03/12 23:39:57] ppdet.engine INFO: Epoch: [88] [380/610] learning_rate: 0.192275 loss_vfl: 1.167006 loss_bbox: 0.587710 loss_dfl: 0.441559 loss: 2.201577 eta: 1 day, 6:37:13 batch_cost: 0.8334 data_cost: 0.0009 ips: 57.5978 images/s [03/12 23:40:15] ppdet.engine INFO: Epoch: [88] [400/610] learning_rate: 0.192243 loss_vfl: 1.124989 loss_bbox: 0.543194 loss_dfl: 0.446389 loss: 2.115562 eta: 1 day, 6:36:54 batch_cost: 0.8203 data_cost: 0.0003 ips: 58.5163 images/s [03/12 23:40:33] ppdet.engine INFO: Epoch: [88] [420/610] learning_rate: 0.192210 loss_vfl: 1.211339 loss_bbox: 0.600741 loss_dfl: 0.458793 loss: 2.235705 eta: 1 day, 6:36:36 batch_cost: 0.8281 data_cost: 0.0003 ips: 57.9625 images/s [03/12 23:40:53] ppdet.engine INFO: Epoch: [88] [440/610] learning_rate: 0.192177 loss_vfl: 1.201861 loss_bbox: 0.557362 loss_dfl: 0.444459 loss: 2.221981 eta: 1 day, 6:36:21 batch_cost: 0.8963 data_cost: 0.0009 ips: 53.5531 images/s [03/12 23:41:12] ppdet.engine INFO: Epoch: [88] [460/610] learning_rate: 0.192144 loss_vfl: 1.153482 loss_bbox: 0.552092 loss_dfl: 0.442088 loss: 2.151330 eta: 1 day, 6:36:04 batch_cost: 0.8550 data_cost: 0.0005 ips: 56.1396 images/s [03/12 23:41:31] ppdet.engine INFO: Epoch: [88] [480/610] learning_rate: 0.192111 loss_vfl: 1.243330 loss_bbox: 0.575777 loss_dfl: 0.464383 loss: 2.296022 eta: 1 day, 6:35:47 batch_cost: 0.8645 data_cost: 0.0003 ips: 55.5255 images/s [03/12 23:41:50] ppdet.engine INFO: Epoch: [88] [500/610] learning_rate: 0.192078 loss_vfl: 1.159683 loss_bbox: 0.573894 loss_dfl: 0.438681 loss: 2.181028 eta: 1 day, 6:35:28 batch_cost: 0.8169 data_cost: 0.0003 ips: 58.7576 images/s [03/12 23:42:09] ppdet.engine INFO: Epoch: [88] [520/610] learning_rate: 0.192045 loss_vfl: 1.161731 loss_bbox: 0.554513 loss_dfl: 0.441184 loss: 2.129327 eta: 1 day, 6:35:12 batch_cost: 0.8746 data_cost: 0.0003 ips: 54.8819 images/s [03/12 23:42:28] ppdet.engine INFO: Epoch: [88] [540/610] learning_rate: 0.192012 loss_vfl: 1.244378 loss_bbox: 0.599741 loss_dfl: 0.467742 loss: 2.312237 eta: 1 day, 6:34:53 batch_cost: 0.8112 data_cost: 0.0004 ips: 59.1684 images/s [03/12 23:42:47] ppdet.engine INFO: Epoch: [88] [560/610] learning_rate: 0.191979 loss_vfl: 1.168722 loss_bbox: 0.553181 loss_dfl: 0.443573 loss: 2.124237 eta: 1 day, 6:34:37 batch_cost: 0.8814 data_cost: 0.0003 ips: 54.4605 images/s [03/12 23:43:04] ppdet.engine INFO: Epoch: [88] [580/610] learning_rate: 0.191946 loss_vfl: 1.180441 loss_bbox: 0.559319 loss_dfl: 0.442321 loss: 2.161416 eta: 1 day, 6:34:17 batch_cost: 0.7976 data_cost: 0.0003 ips: 60.1780 images/s [03/12 23:43:23] ppdet.engine INFO: Epoch: [88] [600/610] learning_rate: 0.191913 loss_vfl: 1.110345 loss_bbox: 0.548595 loss_dfl: 0.437001 loss: 2.102510 eta: 1 day, 6:33:58 batch_cost: 0.8206 data_cost: 0.0009 ips: 58.4972 images/s [03/12 23:43:38] ppdet.engine INFO: Epoch: [89] [ 0/610] learning_rate: 0.191896 loss_vfl: 1.086682 loss_bbox: 0.533624 loss_dfl: 0.427516 loss: 2.047822 eta: 1 day, 6:33:59 batch_cost: 1.0187 data_cost: 0.2234 ips: 47.1179 images/s [03/12 23:43:58] ppdet.engine INFO: Epoch: [89] [ 20/610] learning_rate: 0.191863 loss_vfl: 1.126711 loss_bbox: 0.556637 loss_dfl: 0.435613 loss: 2.139133 eta: 1 day, 6:33:43 batch_cost: 0.8820 data_cost: 0.0003 ips: 54.4203 images/s [03/12 23:44:16] ppdet.engine INFO: Epoch: [89] [ 40/610] learning_rate: 0.191830 loss_vfl: 1.208235 loss_bbox: 0.593317 loss_dfl: 0.465106 loss: 2.252863 eta: 1 day, 6:33:24 batch_cost: 0.8115 data_cost: 0.0003 ips: 59.1495 images/s [03/12 23:44:36] ppdet.engine INFO: Epoch: [89] [ 60/610] learning_rate: 0.191797 loss_vfl: 1.156254 loss_bbox: 0.553741 loss_dfl: 0.443056 loss: 2.169758 eta: 1 day, 6:33:08 batch_cost: 0.8812 data_cost: 0.0003 ips: 54.4700 images/s [03/12 23:44:54] ppdet.engine INFO: Epoch: [89] [ 80/610] learning_rate: 0.191764 loss_vfl: 1.163418 loss_bbox: 0.541479 loss_dfl: 0.431347 loss: 2.149717 eta: 1 day, 6:32:51 batch_cost: 0.8530 data_cost: 0.0004 ips: 56.2708 images/s [03/12 23:45:14] ppdet.engine INFO: Epoch: [89] [100/610] learning_rate: 0.191731 loss_vfl: 1.160094 loss_bbox: 0.574619 loss_dfl: 0.442468 loss: 2.203239 eta: 1 day, 6:32:33 batch_cost: 0.8434 data_cost: 0.0003 ips: 56.9100 images/s [03/12 23:45:33] ppdet.engine INFO: Epoch: [89] [120/610] learning_rate: 0.191698 loss_vfl: 1.163990 loss_bbox: 0.538949 loss_dfl: 0.438707 loss: 2.125580 eta: 1 day, 6:32:15 batch_cost: 0.8409 data_cost: 0.0015 ips: 57.0805 images/s [03/12 23:45:51] ppdet.engine INFO: Epoch: [89] [140/610] learning_rate: 0.191665 loss_vfl: 1.157986 loss_bbox: 0.546397 loss_dfl: 0.437546 loss: 2.149166 eta: 1 day, 6:31:59 batch_cost: 0.8713 data_cost: 0.0004 ips: 55.0905 images/s [03/12 23:46:10] ppdet.engine INFO: Epoch: [89] [160/610] learning_rate: 0.191631 loss_vfl: 1.167939 loss_bbox: 0.577226 loss_dfl: 0.459621 loss: 2.234824 eta: 1 day, 6:31:40 batch_cost: 0.8197 data_cost: 0.0003 ips: 58.5559 images/s [03/12 23:46:29] ppdet.engine INFO: Epoch: [89] [180/610] learning_rate: 0.191598 loss_vfl: 1.204461 loss_bbox: 0.568302 loss_dfl: 0.450472 loss: 2.217492 eta: 1 day, 6:31:22 batch_cost: 0.8330 data_cost: 0.0003 ips: 57.6231 images/s [03/12 23:46:48] ppdet.engine INFO: Epoch: [89] [200/610] learning_rate: 0.191565 loss_vfl: 1.187250 loss_bbox: 0.556832 loss_dfl: 0.434572 loss: 2.182031 eta: 1 day, 6:31:05 batch_cost: 0.8605 data_cost: 0.0003 ips: 55.7788 images/s [03/12 23:47:06] ppdet.engine INFO: Epoch: [89] [220/610] learning_rate: 0.191532 loss_vfl: 1.253899 loss_bbox: 0.601528 loss_dfl: 0.489517 loss: 2.404944 eta: 1 day, 6:30:47 batch_cost: 0.8223 data_cost: 0.0003 ips: 58.3741 images/s [03/12 23:47:25] ppdet.engine INFO: Epoch: [89] [240/610] learning_rate: 0.191499 loss_vfl: 1.187622 loss_bbox: 0.562233 loss_dfl: 0.452605 loss: 2.222658 eta: 1 day, 6:30:29 batch_cost: 0.8318 data_cost: 0.0003 ips: 57.7054 images/s [03/12 23:47:43] ppdet.engine INFO: Epoch: [89] [260/610] learning_rate: 0.191466 loss_vfl: 1.082753 loss_bbox: 0.521446 loss_dfl: 0.415876 loss: 2.034931 eta: 1 day, 6:30:10 batch_cost: 0.8324 data_cost: 0.0004 ips: 57.6654 images/s [03/12 23:48:02] ppdet.engine INFO: Epoch: [89] [280/610] learning_rate: 0.191433 loss_vfl: 1.060383 loss_bbox: 0.518983 loss_dfl: 0.414506 loss: 1.968269 eta: 1 day, 6:29:53 batch_cost: 0.8529 data_cost: 0.0003 ips: 56.2758 images/s [03/12 23:48:21] ppdet.engine INFO: Epoch: [89] [300/610] learning_rate: 0.191399 loss_vfl: 1.167731 loss_bbox: 0.579975 loss_dfl: 0.462881 loss: 2.247298 eta: 1 day, 6:29:37 batch_cost: 0.8833 data_cost: 0.0003 ips: 54.3400 images/s [03/12 23:48:40] ppdet.engine INFO: Epoch: [89] [320/610] learning_rate: 0.191366 loss_vfl: 1.200497 loss_bbox: 0.573022 loss_dfl: 0.440065 loss: 2.241526 eta: 1 day, 6:29:20 batch_cost: 0.8474 data_cost: 0.0011 ips: 56.6439 images/s [03/12 23:48:59] ppdet.engine INFO: Epoch: [89] [340/610] learning_rate: 0.191333 loss_vfl: 1.159593 loss_bbox: 0.575517 loss_dfl: 0.459037 loss: 2.225255 eta: 1 day, 6:29:00 batch_cost: 0.7959 data_cost: 0.0004 ips: 60.3083 images/s [03/12 23:49:17] ppdet.engine INFO: Epoch: [89] [360/610] learning_rate: 0.191300 loss_vfl: 1.178240 loss_bbox: 0.584160 loss_dfl: 0.452311 loss: 2.192985 eta: 1 day, 6:28:42 batch_cost: 0.8279 data_cost: 0.0010 ips: 57.9777 images/s [03/12 23:49:36] ppdet.engine INFO: Epoch: [89] [380/610] learning_rate: 0.191267 loss_vfl: 1.172187 loss_bbox: 0.554011 loss_dfl: 0.445938 loss: 2.189656 eta: 1 day, 6:28:24 batch_cost: 0.8397 data_cost: 0.0003 ips: 57.1606 images/s [03/12 23:49:54] ppdet.engine INFO: Epoch: [89] [400/610] learning_rate: 0.191234 loss_vfl: 1.170643 loss_bbox: 0.579749 loss_dfl: 0.453260 loss: 2.197115 eta: 1 day, 6:28:06 batch_cost: 0.8430 data_cost: 0.0003 ips: 56.9406 images/s [03/12 23:50:13] ppdet.engine INFO: Epoch: [89] [420/610] learning_rate: 0.191200 loss_vfl: 1.165484 loss_bbox: 0.553214 loss_dfl: 0.435344 loss: 2.123816 eta: 1 day, 6:27:49 batch_cost: 0.8586 data_cost: 0.0003 ips: 55.9053 images/s [03/12 23:50:32] ppdet.engine INFO: Epoch: [89] [440/610] learning_rate: 0.191167 loss_vfl: 1.161986 loss_bbox: 0.554684 loss_dfl: 0.436956 loss: 2.140383 eta: 1 day, 6:27:31 batch_cost: 0.8378 data_cost: 0.0008 ips: 57.2955 images/s [03/12 23:50:50] ppdet.engine INFO: Epoch: [89] [460/610] learning_rate: 0.191134 loss_vfl: 1.185699 loss_bbox: 0.564337 loss_dfl: 0.446104 loss: 2.202693 eta: 1 day, 6:27:14 batch_cost: 0.8369 data_cost: 0.0003 ips: 57.3548 images/s [03/12 23:51:10] ppdet.engine INFO: Epoch: [89] [480/610] learning_rate: 0.191101 loss_vfl: 1.208268 loss_bbox: 0.550577 loss_dfl: 0.460671 loss: 2.226612 eta: 1 day, 6:26:58 batch_cost: 0.8931 data_cost: 0.0003 ips: 53.7471 images/s [03/12 23:51:29] ppdet.engine INFO: Epoch: [89] [500/610] learning_rate: 0.191067 loss_vfl: 1.187442 loss_bbox: 0.586104 loss_dfl: 0.455402 loss: 2.223860 eta: 1 day, 6:26:44 batch_cost: 0.9070 data_cost: 0.0004 ips: 52.9208 images/s [03/12 23:51:48] ppdet.engine INFO: Epoch: [89] [520/610] learning_rate: 0.191034 loss_vfl: 1.189579 loss_bbox: 0.585283 loss_dfl: 0.454424 loss: 2.210898 eta: 1 day, 6:26:25 batch_cost: 0.8325 data_cost: 0.0003 ips: 57.6578 images/s [03/12 23:52:07] ppdet.engine INFO: Epoch: [89] [540/610] learning_rate: 0.191001 loss_vfl: 1.149070 loss_bbox: 0.574936 loss_dfl: 0.448928 loss: 2.191338 eta: 1 day, 6:26:08 batch_cost: 0.8423 data_cost: 0.0003 ips: 56.9870 images/s [03/12 23:52:26] ppdet.engine INFO: Epoch: [89] [560/610] learning_rate: 0.190968 loss_vfl: 1.164196 loss_bbox: 0.569665 loss_dfl: 0.441353 loss: 2.187443 eta: 1 day, 6:25:51 batch_cost: 0.8574 data_cost: 0.0003 ips: 55.9828 images/s [03/12 23:52:44] ppdet.engine INFO: Epoch: [89] [580/610] learning_rate: 0.190934 loss_vfl: 1.134381 loss_bbox: 0.536303 loss_dfl: 0.431155 loss: 2.111177 eta: 1 day, 6:25:31 batch_cost: 0.7967 data_cost: 0.0003 ips: 60.2500 images/s [03/12 23:53:02] ppdet.engine INFO: Epoch: [89] [600/610] learning_rate: 0.190901 loss_vfl: 1.171236 loss_bbox: 0.593180 loss_dfl: 0.457952 loss: 2.211329 eta: 1 day, 6:25:10 batch_cost: 0.7796 data_cost: 0.0004 ips: 61.5676 images/s [03/12 23:53:11] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_s_416_coco [03/12 23:53:11] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_s_416_coco [03/12 23:53:11] ppdet.engine INFO: Eval iter: 0 [03/12 23:53:28] ppdet.engine INFO: Eval iter: 100 [03/12 23:53:38] ppdet.engine INFO: Eval iter: 200 [03/12 23:53:49] ppdet.engine INFO: Eval iter: 300 [03/12 23:54:00] ppdet.engine INFO: Eval iter: 400 [03/12 23:54:10] ppdet.engine INFO: Eval iter: 500 [03/12 23:54:21] ppdet.engine INFO: Eval iter: 600 [03/12 23:54:38] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json. loading annotations into memory... Done (t=0.64s) creating index... index created! [03/12 23:54:39] ppdet.metrics.coco_utils INFO: Start evaluate... Loading and preparing results... DONE (t=5.01s) creating index... index created! Running per image evaluation... Evaluate annotation type *bbox* DONE (t=95.53s). Accumulating evaluation results... DONE (t=17.49s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.248 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.390 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.260 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.101 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.273 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.361 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.247 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.411 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.439 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.179 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.495 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.661 [03/12 23:56:39] ppdet.engine INFO: Total sample number: 4952, averge FPS: 67.32353449763866 [03/12 23:56:39] ppdet.engine INFO: Best test bbox ap is 0.262. [03/12 23:56:40] ppdet.engine INFO: Epoch: [90] [ 0/610] learning_rate: 0.190884 loss_vfl: 1.159289 loss_bbox: 0.570328 loss_dfl: 0.450887 loss: 2.180428 eta: 1 day, 6:24:58 batch_cost: 0.7273 data_cost: 0.0004 ips: 65.9956 images/s [03/12 23:56:59] ppdet.engine INFO: Epoch: [90] [ 20/610] learning_rate: 0.190851 loss_vfl: 1.159948 loss_bbox: 0.564908 loss_dfl: 0.436545 loss: 2.151370 eta: 1 day, 6:24:40 batch_cost: 0.8501 data_cost: 0.0009 ips: 56.4641 images/s [03/12 23:57:19] ppdet.engine INFO: Epoch: [90] [ 40/610] learning_rate: 0.190818 loss_vfl: 1.142801 loss_bbox: 0.578702 loss_dfl: 0.452789 loss: 2.173866 eta: 1 day, 6:24:25 batch_cost: 0.8841 data_cost: 0.0003 ips: 54.2904 images/s [03/12 23:57:38] ppdet.engine INFO: Epoch: [90] [ 60/610] learning_rate: 0.190784 loss_vfl: 1.179656 loss_bbox: 0.594009 loss_dfl: 0.461681 loss: 2.247281 eta: 1 day, 6:24:08 batch_cost: 0.8750 data_cost: 0.0003 ips: 54.8562 images/s [03/12 23:57:57] ppdet.engine INFO: Epoch: [90] [ 80/610] learning_rate: 0.190751 loss_vfl: 1.088212 loss_bbox: 0.537160 loss_dfl: 0.430428 loss: 2.053670 eta: 1 day, 6:23:51 batch_cost: 0.8581 data_cost: 0.0003 ips: 55.9407 images/s [03/12 23:58:16] ppdet.engine INFO: Epoch: [90] [100/610] learning_rate: 0.190718 loss_vfl: 1.179783 loss_bbox: 0.568856 loss_dfl: 0.442674 loss: 2.190825 eta: 1 day, 6:23:35 batch_cost: 0.8593 data_cost: 0.0003 ips: 55.8619 images/s [03/12 23:58:35] ppdet.engine INFO: Epoch: [90] [120/610] learning_rate: 0.190684 loss_vfl: 1.105356 loss_bbox: 0.543149 loss_dfl: 0.411493 loss: 2.043830 eta: 1 day, 6:23:18 batch_cost: 0.8723 data_cost: 0.0003 ips: 55.0282 images/s [03/12 23:58:54] ppdet.engine INFO: Epoch: [90] [140/610] learning_rate: 0.190651 loss_vfl: 1.144853 loss_bbox: 0.568874 loss_dfl: 0.457322 loss: 2.190251 eta: 1 day, 6:23:03 batch_cost: 0.8973 data_cost: 0.0003 ips: 53.4937 images/s [03/12 23:59:13] ppdet.engine INFO: Epoch: [90] [160/610] learning_rate: 0.190618 loss_vfl: 1.142509 loss_bbox: 0.549373 loss_dfl: 0.430935 loss: 2.104792 eta: 1 day, 6:22:47 batch_cost: 0.8679 data_cost: 0.0008 ips: 55.3082 images/s [03/12 23:59:33] ppdet.engine INFO: Epoch: [90] [180/610] learning_rate: 0.190584 loss_vfl: 1.193915 loss_bbox: 0.568091 loss_dfl: 0.447985 loss: 2.218375 eta: 1 day, 6:22:32 batch_cost: 0.8969 data_cost: 0.0003 ips: 53.5199 images/s [03/12 23:59:52] ppdet.engine INFO: Epoch: [90] [200/610] learning_rate: 0.190551 loss_vfl: 1.174685 loss_bbox: 0.551839 loss_dfl: 0.446440 loss: 2.184776 eta: 1 day, 6:22:14 batch_cost: 0.8544 data_cost: 0.0015 ips: 56.1782 images/s [03/13 00:00:11] ppdet.engine INFO: Epoch: [90] [220/610] learning_rate: 0.190518 loss_vfl: 1.146108 loss_bbox: 0.569818 loss_dfl: 0.449030 loss: 2.153085 eta: 1 day, 6:21:57 batch_cost: 0.8561 data_cost: 0.0003 ips: 56.0684 images/s [03/13 00:00:29] ppdet.engine INFO: Epoch: [90] [240/610] learning_rate: 0.190484 loss_vfl: 1.133222 loss_bbox: 0.561250 loss_dfl: 0.437912 loss: 2.125062 eta: 1 day, 6:21:38 batch_cost: 0.7966 data_cost: 0.0011 ips: 60.2531 images/s [03/13 00:00:48] ppdet.engine INFO: Epoch: [90] [260/610] learning_rate: 0.190451 loss_vfl: 1.167063 loss_bbox: 0.549520 loss_dfl: 0.443765 loss: 2.141140 eta: 1 day, 6:21:21 batch_cost: 0.8555 data_cost: 0.0003 ips: 56.1055 images/s [03/13 00:01:07] ppdet.engine INFO: Epoch: [90] [280/610] learning_rate: 0.190417 loss_vfl: 1.098102 loss_bbox: 0.529443 loss_dfl: 0.412481 loss: 2.051880 eta: 1 day, 6:21:05 batch_cost: 0.8825 data_cost: 0.0003 ips: 54.3904 images/s [03/13 00:01:26] ppdet.engine INFO: Epoch: [90] [300/610] learning_rate: 0.190384 loss_vfl: 1.222783 loss_bbox: 0.596172 loss_dfl: 0.464779 loss: 2.302294 eta: 1 day, 6:20:47 batch_cost: 0.8468 data_cost: 0.0003 ips: 56.6808 images/s [03/13 00:01:44] ppdet.engine INFO: Epoch: [90] [320/610] learning_rate: 0.190350 loss_vfl: 1.255449 loss_bbox: 0.579982 loss_dfl: 0.468946 loss: 2.319618 eta: 1 day, 6:20:28 batch_cost: 0.8099 data_cost: 0.0003 ips: 59.2676 images/s [03/13 00:02:03] ppdet.engine INFO: Epoch: [90] [340/610] learning_rate: 0.190317 loss_vfl: 1.212058 loss_bbox: 0.580010 loss_dfl: 0.456318 loss: 2.221713 eta: 1 day, 6:20:09 batch_cost: 0.8149 data_cost: 0.0003 ips: 58.9038 images/s [03/13 00:02:21] ppdet.engine INFO: Epoch: [90] [360/610] learning_rate: 0.190284 loss_vfl: 1.110143 loss_bbox: 0.533005 loss_dfl: 0.438757 loss: 2.100548 eta: 1 day, 6:19:50 batch_cost: 0.8058 data_cost: 0.0003 ips: 59.5655 images/s [03/13 00:02:40] ppdet.engine INFO: Epoch: [90] [380/610] learning_rate: 0.190250 loss_vfl: 1.170621 loss_bbox: 0.574416 loss_dfl: 0.450998 loss: 2.168470 eta: 1 day, 6:19:31 batch_cost: 0.8271 data_cost: 0.0005 ips: 58.0371 images/s [03/13 00:02:58] ppdet.engine INFO: Epoch: [90] [400/610] learning_rate: 0.190217 loss_vfl: 1.105847 loss_bbox: 0.541759 loss_dfl: 0.430635 loss: 2.045336 eta: 1 day, 6:19:13 batch_cost: 0.8221 data_cost: 0.0003 ips: 58.3835 images/s [03/13 00:03:17] ppdet.engine INFO: Epoch: [90] [420/610] learning_rate: 0.190183 loss_vfl: 1.191256 loss_bbox: 0.561363 loss_dfl: 0.457318 loss: 2.231823 eta: 1 day, 6:18:56 batch_cost: 0.8608 data_cost: 0.0008 ips: 55.7628 images/s [03/13 00:03:36] ppdet.engine INFO: Epoch: [90] [440/610] learning_rate: 0.190150 loss_vfl: 1.165146 loss_bbox: 0.586125 loss_dfl: 0.459587 loss: 2.233053 eta: 1 day, 6:18:38 batch_cost: 0.8324 data_cost: 0.0003 ips: 57.6661 images/s [03/13 00:03:54] ppdet.engine INFO: Epoch: [90] [460/610] learning_rate: 0.190116 loss_vfl: 1.271684 loss_bbox: 0.587206 loss_dfl: 0.463450 loss: 2.328162 eta: 1 day, 6:18:20 batch_cost: 0.8357 data_cost: 0.0004 ips: 57.4375 images/s [03/13 00:04:14] ppdet.engine INFO: Epoch: [90] [480/610] learning_rate: 0.190083 loss_vfl: 1.216486 loss_bbox: 0.565989 loss_dfl: 0.456273 loss: 2.228204 eta: 1 day, 6:18:03 batch_cost: 0.8498 data_cost: 0.0010 ips: 56.4817 images/s [03/13 00:04:33] ppdet.engine INFO: Epoch: [90] [500/610] learning_rate: 0.190049 loss_vfl: 1.180416 loss_bbox: 0.549231 loss_dfl: 0.435491 loss: 2.165299 eta: 1 day, 6:17:46 batch_cost: 0.8618 data_cost: 0.0003 ips: 55.6998 images/s [03/13 00:04:52] ppdet.engine INFO: Epoch: [90] [520/610] learning_rate: 0.190016 loss_vfl: 1.207772 loss_bbox: 0.589387 loss_dfl: 0.466410 loss: 2.257293 eta: 1 day, 6:17:31 batch_cost: 0.9081 data_cost: 0.0003 ips: 52.8579 images/s [03/13 00:05:11] ppdet.engine INFO: Epoch: [90] [540/610] learning_rate: 0.189982 loss_vfl: 1.095632 loss_bbox: 0.521089 loss_dfl: 0.422890 loss: 2.049127 eta: 1 day, 6:17:15 batch_cost: 0.8777 data_cost: 0.0012 ips: 54.6902 images/s [03/13 00:05:30] ppdet.engine INFO: Epoch: [90] [560/610] learning_rate: 0.189949 loss_vfl: 1.145351 loss_bbox: 0.581844 loss_dfl: 0.444977 loss: 2.171514 eta: 1 day, 6:16:58 batch_cost: 0.8475 data_cost: 0.0003 ips: 56.6385 images/s [03/13 00:05:50] ppdet.engine INFO: Epoch: [90] [580/610] learning_rate: 0.189915 loss_vfl: 1.153880 loss_bbox: 0.551734 loss_dfl: 0.436846 loss: 2.132243 eta: 1 day, 6:16:42 batch_cost: 0.8801 data_cost: 0.0003 ips: 54.5390 images/s [03/13 00:06:08] ppdet.engine INFO: Epoch: [90] [600/610] learning_rate: 0.189882 loss_vfl: 1.232077 loss_bbox: 0.564434 loss_dfl: 0.440263 loss: 2.260163 eta: 1 day, 6:16:24 batch_cost: 0.8342 data_cost: 0.0003 ips: 57.5411 images/s [03/13 00:06:24] ppdet.engine INFO: Epoch: [91] [ 0/610] learning_rate: 0.189865 loss_vfl: 1.127195 loss_bbox: 0.559731 loss_dfl: 0.431501 loss: 2.107241 eta: 1 day, 6:16:27 batch_cost: 1.1054 data_cost: 0.2832 ips: 43.4213 images/s [03/13 00:06:44] ppdet.engine INFO: Epoch: [91] [ 20/610] learning_rate: 0.189831 loss_vfl: 1.141120 loss_bbox: 0.576834 loss_dfl: 0.452719 loss: 2.161639 eta: 1 day, 6:16:14 batch_cost: 0.9370 data_cost: 0.0003 ips: 51.2251 images/s [03/13 00:07:04] ppdet.engine INFO: Epoch: [91] [ 40/610] learning_rate: 0.189798 loss_vfl: 1.155349 loss_bbox: 0.564185 loss_dfl: 0.445477 loss: 2.125591 eta: 1 day, 6:15:56 batch_cost: 0.8466 data_cost: 0.0045 ips: 56.6971 images/s [03/13 00:07:23] ppdet.engine INFO: Epoch: [91] [ 60/610] learning_rate: 0.189764 loss_vfl: 1.169008 loss_bbox: 0.583871 loss_dfl: 0.447389 loss: 2.173791 eta: 1 day, 6:15:41 batch_cost: 0.8931 data_cost: 0.0005 ips: 53.7437 images/s [03/13 00:07:42] ppdet.engine INFO: Epoch: [91] [ 80/610] learning_rate: 0.189731 loss_vfl: 1.104430 loss_bbox: 0.542031 loss_dfl: 0.435488 loss: 2.083988 eta: 1 day, 6:15:23 batch_cost: 0.8438 data_cost: 0.0005 ips: 56.8849 images/s [03/13 00:08:01] ppdet.engine INFO: Epoch: [91] [100/610] learning_rate: 0.189697 loss_vfl: 1.137369 loss_bbox: 0.551136 loss_dfl: 0.435549 loss: 2.115714 eta: 1 day, 6:15:06 batch_cost: 0.8603 data_cost: 0.0006 ips: 55.7926 images/s [03/13 00:08:20] ppdet.engine INFO: Epoch: [91] [120/610] learning_rate: 0.189663 loss_vfl: 1.131484 loss_bbox: 0.561469 loss_dfl: 0.437356 loss: 2.127358 eta: 1 day, 6:14:50 batch_cost: 0.8647 data_cost: 0.0010 ips: 55.5116 images/s [03/13 00:08:38] ppdet.engine INFO: Epoch: [91] [140/610] learning_rate: 0.189630 loss_vfl: 1.190571 loss_bbox: 0.559607 loss_dfl: 0.442203 loss: 2.186168 eta: 1 day, 6:14:31 batch_cost: 0.8252 data_cost: 0.0004 ips: 58.1701 images/s [03/13 00:08:57] ppdet.engine INFO: Epoch: [91] [160/610] learning_rate: 0.189596 loss_vfl: 1.142322 loss_bbox: 0.555327 loss_dfl: 0.438305 loss: 2.132746 eta: 1 day, 6:14:13 batch_cost: 0.8389 data_cost: 0.0004 ips: 57.2208 images/s [03/13 00:09:16] ppdet.engine INFO: Epoch: [91] [180/610] learning_rate: 0.189563 loss_vfl: 1.171093 loss_bbox: 0.550256 loss_dfl: 0.431285 loss: 2.133367 eta: 1 day, 6:13:58 batch_cost: 0.8941 data_cost: 0.0004 ips: 53.6860 images/s [03/13 00:09:36] ppdet.engine INFO: Epoch: [91] [200/610] learning_rate: 0.189529 loss_vfl: 1.168452 loss_bbox: 0.576077 loss_dfl: 0.465040 loss: 2.227540 eta: 1 day, 6:13:42 batch_cost: 0.8782 data_cost: 0.0004 ips: 54.6579 images/s [03/13 00:09:55] ppdet.engine INFO: Epoch: [91] [220/610] learning_rate: 0.189495 loss_vfl: 1.156598 loss_bbox: 0.557919 loss_dfl: 0.457018 loss: 2.161304 eta: 1 day, 6:13:26 batch_cost: 0.8849 data_cost: 0.0004 ips: 54.2408 images/s [03/13 00:10:15] ppdet.engine INFO: Epoch: [91] [240/610] learning_rate: 0.189462 loss_vfl: 1.083619 loss_bbox: 0.519845 loss_dfl: 0.412563 loss: 2.004667 eta: 1 day, 6:13:11 batch_cost: 0.8845 data_cost: 0.0014 ips: 54.2691 images/s [03/13 00:10:34] ppdet.engine INFO: Epoch: [91] [260/610] learning_rate: 0.189428 loss_vfl: 1.166378 loss_bbox: 0.566843 loss_dfl: 0.459951 loss: 2.164084 eta: 1 day, 6:12:54 batch_cost: 0.8683 data_cost: 0.0004 ips: 55.2830 images/s [03/13 00:10:52] ppdet.engine INFO: Epoch: [91] [280/610] learning_rate: 0.189394 loss_vfl: 1.149497 loss_bbox: 0.556175 loss_dfl: 0.433604 loss: 2.087390 eta: 1 day, 6:12:35 batch_cost: 0.8186 data_cost: 0.0004 ips: 58.6343 images/s [03/13 00:11:12] ppdet.engine INFO: Epoch: [91] [300/610] learning_rate: 0.189361 loss_vfl: 1.164552 loss_bbox: 0.550667 loss_dfl: 0.451932 loss: 2.177411 eta: 1 day, 6:12:19 batch_cost: 0.8652 data_cost: 0.0003 ips: 55.4795 images/s [03/13 00:11:31] ppdet.engine INFO: Epoch: [91] [320/610] learning_rate: 0.189327 loss_vfl: 1.080298 loss_bbox: 0.521581 loss_dfl: 0.415308 loss: 2.061658 eta: 1 day, 6:12:03 batch_cost: 0.8763 data_cost: 0.0004 ips: 54.7757 images/s [03/13 00:11:50] ppdet.engine INFO: Epoch: [91] [340/610] learning_rate: 0.189293 loss_vfl: 1.118962 loss_bbox: 0.520445 loss_dfl: 0.415701 loss: 2.069531 eta: 1 day, 6:11:46 batch_cost: 0.8641 data_cost: 0.0015 ips: 55.5491 images/s [03/13 00:12:09] ppdet.engine INFO: Epoch: [91] [360/610] learning_rate: 0.189260 loss_vfl: 1.245582 loss_bbox: 0.589669 loss_dfl: 0.464680 loss: 2.311599 eta: 1 day, 6:11:29 batch_cost: 0.8605 data_cost: 0.0003 ips: 55.7832 images/s [03/13 00:12:28] ppdet.engine INFO: Epoch: [91] [380/610] learning_rate: 0.189226 loss_vfl: 1.130184 loss_bbox: 0.542223 loss_dfl: 0.431917 loss: 2.115988 eta: 1 day, 6:11:13 batch_cost: 0.8687 data_cost: 0.0009 ips: 55.2572 images/s [03/13 00:12:47] ppdet.engine INFO: Epoch: [91] [400/610] learning_rate: 0.189192 loss_vfl: 1.171444 loss_bbox: 0.537830 loss_dfl: 0.433161 loss: 2.161188 eta: 1 day, 6:10:56 batch_cost: 0.8674 data_cost: 0.0003 ips: 55.3394 images/s [03/13 00:13:06] ppdet.engine INFO: Epoch: [91] [420/610] learning_rate: 0.189158 loss_vfl: 1.196690 loss_bbox: 0.584891 loss_dfl: 0.450423 loss: 2.225227 eta: 1 day, 6:10:38 batch_cost: 0.8374 data_cost: 0.0003 ips: 57.3196 images/s [03/13 00:13:25] ppdet.engine INFO: Epoch: [91] [440/610] learning_rate: 0.189125 loss_vfl: 1.191356 loss_bbox: 0.553414 loss_dfl: 0.436143 loss: 2.199667 eta: 1 day, 6:10:23 batch_cost: 0.8994 data_cost: 0.0003 ips: 53.3699 images/s [03/13 00:13:44] ppdet.engine INFO: Epoch: [91] [460/610] learning_rate: 0.189091 loss_vfl: 1.155181 loss_bbox: 0.551071 loss_dfl: 0.426314 loss: 2.118268 eta: 1 day, 6:10:05 batch_cost: 0.8285 data_cost: 0.0012 ips: 57.9357 images/s [03/13 00:14:04] ppdet.engine INFO: Epoch: [91] [480/610] learning_rate: 0.189057 loss_vfl: 1.137429 loss_bbox: 0.535536 loss_dfl: 0.426979 loss: 2.105536 eta: 1 day, 6:09:49 batch_cost: 0.8771 data_cost: 0.0009 ips: 54.7234 images/s [03/13 00:14:23] ppdet.engine INFO: Epoch: [91] [500/610] learning_rate: 0.189023 loss_vfl: 1.178631 loss_bbox: 0.570804 loss_dfl: 0.453506 loss: 2.198593 eta: 1 day, 6:09:32 batch_cost: 0.8727 data_cost: 0.0005 ips: 54.9989 images/s [03/13 00:14:43] ppdet.engine INFO: Epoch: [91] [520/610] learning_rate: 0.188990 loss_vfl: 1.189361 loss_bbox: 0.598439 loss_dfl: 0.461287 loss: 2.263902 eta: 1 day, 6:09:18 batch_cost: 0.9057 data_cost: 0.0003 ips: 52.9956 images/s [03/13 00:15:02] ppdet.engine INFO: Epoch: [91] [540/610] learning_rate: 0.188956 loss_vfl: 1.124466 loss_bbox: 0.548504 loss_dfl: 0.431836 loss: 2.104644 eta: 1 day, 6:09:01 batch_cost: 0.8626 data_cost: 0.0011 ips: 55.6433 images/s [03/13 00:15:21] ppdet.engine INFO: Epoch: [91] [560/610] learning_rate: 0.188922 loss_vfl: 1.211037 loss_bbox: 0.571992 loss_dfl: 0.455507 loss: 2.234843 eta: 1 day, 6:08:44 batch_cost: 0.8550 data_cost: 0.0004 ips: 56.1373 images/s [03/13 00:15:40] ppdet.engine INFO: Epoch: [91] [580/610] learning_rate: 0.188888 loss_vfl: 1.191982 loss_bbox: 0.557865 loss_dfl: 0.454979 loss: 2.221345 eta: 1 day, 6:08:27 batch_cost: 0.8641 data_cost: 0.0004 ips: 55.5515 images/s [03/13 00:15:59] ppdet.engine INFO: Epoch: [91] [600/610] learning_rate: 0.188855 loss_vfl: 1.235628 loss_bbox: 0.572164 loss_dfl: 0.467759 loss: 2.286671 eta: 1 day, 6:08:09 batch_cost: 0.8313 data_cost: 0.0005 ips: 57.7418 images/s [03/13 00:16:15] ppdet.engine INFO: Epoch: [92] [ 0/610] learning_rate: 0.188838 loss_vfl: 1.229909 loss_bbox: 0.567972 loss_dfl: 0.449514 loss: 2.256293 eta: 1 day, 6:08:12 batch_cost: 1.0994 data_cost: 0.1663 ips: 43.6601 images/s [03/13 00:16:36] ppdet.engine INFO: Epoch: [92] [ 20/610] learning_rate: 0.188804 loss_vfl: 1.146975 loss_bbox: 0.539464 loss_dfl: 0.434920 loss: 2.127311 eta: 1 day, 6:08:00 batch_cost: 0.9788 data_cost: 0.0003 ips: 49.0397 images/s [03/13 00:16:56] ppdet.engine INFO: Epoch: [92] [ 40/610] learning_rate: 0.188770 loss_vfl: 1.147578 loss_bbox: 0.572551 loss_dfl: 0.450270 loss: 2.135346 eta: 1 day, 6:07:43 batch_cost: 0.8589 data_cost: 0.0005 ips: 55.8877 images/s [03/13 00:17:15] ppdet.engine INFO: Epoch: [92] [ 60/610] learning_rate: 0.188736 loss_vfl: 1.187953 loss_bbox: 0.577806 loss_dfl: 0.449703 loss: 2.178922 eta: 1 day, 6:07:27 batch_cost: 0.8664 data_cost: 0.0014 ips: 55.3986 images/s [03/13 00:17:34] ppdet.engine INFO: Epoch: [92] [ 80/610] learning_rate: 0.188702 loss_vfl: 1.182796 loss_bbox: 0.578437 loss_dfl: 0.469232 loss: 2.220401 eta: 1 day, 6:07:09 batch_cost: 0.8421 data_cost: 0.0003 ips: 56.9987 images/s [03/13 00:17:53] ppdet.engine INFO: Epoch: [92] [100/610] learning_rate: 0.188669 loss_vfl: 1.152011 loss_bbox: 0.530522 loss_dfl: 0.418793 loss: 2.082223 eta: 1 day, 6:06:53 batch_cost: 0.8771 data_cost: 0.0003 ips: 54.7247 images/s [03/13 00:18:12] ppdet.engine INFO: Epoch: [92] [120/610] learning_rate: 0.188635 loss_vfl: 1.150039 loss_bbox: 0.572698 loss_dfl: 0.446610 loss: 2.166348 eta: 1 day, 6:06:36 batch_cost: 0.8604 data_cost: 0.0003 ips: 55.7873 images/s [03/13 00:18:30] ppdet.engine INFO: Epoch: [92] [140/610] learning_rate: 0.188601 loss_vfl: 1.109916 loss_bbox: 0.548949 loss_dfl: 0.442971 loss: 2.123920 eta: 1 day, 6:06:17 batch_cost: 0.8127 data_cost: 0.0003 ips: 59.0652 images/s [03/13 00:18:49] ppdet.engine INFO: Epoch: [92] [160/610] learning_rate: 0.188567 loss_vfl: 1.163638 loss_bbox: 0.575082 loss_dfl: 0.455366 loss: 2.176471 eta: 1 day, 6:06:00 batch_cost: 0.8492 data_cost: 0.0003 ips: 56.5231 images/s [03/13 00:19:08] ppdet.engine INFO: Epoch: [92] [180/610] learning_rate: 0.188533 loss_vfl: 1.151017 loss_bbox: 0.558062 loss_dfl: 0.448929 loss: 2.152894 eta: 1 day, 6:05:44 batch_cost: 0.8834 data_cost: 0.0018 ips: 54.3344 images/s [03/13 00:19:27] ppdet.engine INFO: Epoch: [92] [200/610] learning_rate: 0.188499 loss_vfl: 1.130029 loss_bbox: 0.523042 loss_dfl: 0.410016 loss: 2.044822 eta: 1 day, 6:05:26 batch_cost: 0.8397 data_cost: 0.0003 ips: 57.1632 images/s [03/13 00:19:46] ppdet.engine INFO: Epoch: [92] [220/610] learning_rate: 0.188465 loss_vfl: 1.209404 loss_bbox: 0.572143 loss_dfl: 0.463314 loss: 2.252335 eta: 1 day, 6:05:09 batch_cost: 0.8470 data_cost: 0.0003 ips: 56.6693 images/s [03/13 00:20:05] ppdet.engine INFO: Epoch: [92] [240/610] learning_rate: 0.188431 loss_vfl: 1.189188 loss_bbox: 0.563461 loss_dfl: 0.445287 loss: 2.212491 eta: 1 day, 6:04:53 batch_cost: 0.8826 data_cost: 0.0003 ips: 54.3855 images/s [03/13 00:20:24] ppdet.engine INFO: Epoch: [92] [260/610] learning_rate: 0.188397 loss_vfl: 1.194372 loss_bbox: 0.587710 loss_dfl: 0.466523 loss: 2.262920 eta: 1 day, 6:04:36 batch_cost: 0.8550 data_cost: 0.0003 ips: 56.1400 images/s [03/13 00:20:42] ppdet.engine INFO: Epoch: [92] [280/610] learning_rate: 0.188364 loss_vfl: 1.122430 loss_bbox: 0.573514 loss_dfl: 0.443201 loss: 2.156898 eta: 1 day, 6:04:16 batch_cost: 0.8058 data_cost: 0.0003 ips: 59.5706 images/s [03/13 00:21:01] ppdet.engine INFO: Epoch: [92] [300/610] learning_rate: 0.188330 loss_vfl: 1.164167 loss_bbox: 0.576788 loss_dfl: 0.447409 loss: 2.161082 eta: 1 day, 6:03:59 batch_cost: 0.8596 data_cost: 0.0003 ips: 55.8375 images/s [03/13 00:21:19] ppdet.engine INFO: Epoch: [92] [320/610] learning_rate: 0.188296 loss_vfl: 1.162097 loss_bbox: 0.551491 loss_dfl: 0.439086 loss: 2.141977 eta: 1 day, 6:03:39 batch_cost: 0.7801 data_cost: 0.0008 ips: 61.5344 images/s [03/13 00:21:38] ppdet.engine INFO: Epoch: [92] [340/610] learning_rate: 0.188262 loss_vfl: 1.199196 loss_bbox: 0.597445 loss_dfl: 0.458790 loss: 2.274739 eta: 1 day, 6:03:22 batch_cost: 0.8682 data_cost: 0.0003 ips: 55.2842 images/s [03/13 00:21:56] ppdet.engine INFO: Epoch: [92] [360/610] learning_rate: 0.188228 loss_vfl: 1.094770 loss_bbox: 0.548896 loss_dfl: 0.437329 loss: 2.099259 eta: 1 day, 6:03:05 batch_cost: 0.8442 data_cost: 0.0003 ips: 56.8585 images/s [03/13 00:22:15] ppdet.engine INFO: Epoch: [92] [380/610] learning_rate: 0.188194 loss_vfl: 1.139804 loss_bbox: 0.519228 loss_dfl: 0.418925 loss: 2.110049 eta: 1 day, 6:02:47 batch_cost: 0.8489 data_cost: 0.0003 ips: 56.5445 images/s [03/13 00:22:34] ppdet.engine INFO: Epoch: [92] [400/610] learning_rate: 0.188160 loss_vfl: 1.167665 loss_bbox: 0.553779 loss_dfl: 0.455068 loss: 2.188290 eta: 1 day, 6:02:31 batch_cost: 0.8683 data_cost: 0.0003 ips: 55.2774 images/s [03/13 00:22:53] ppdet.engine INFO: Epoch: [92] [420/610] learning_rate: 0.188126 loss_vfl: 1.192056 loss_bbox: 0.581489 loss_dfl: 0.467549 loss: 2.253124 eta: 1 day, 6:02:14 batch_cost: 0.8708 data_cost: 0.0009 ips: 55.1200 images/s [03/13 00:23:11] ppdet.engine INFO: Epoch: [92] [440/610] learning_rate: 0.188092 loss_vfl: 1.163476 loss_bbox: 0.575128 loss_dfl: 0.453216 loss: 2.200702 eta: 1 day, 6:01:56 batch_cost: 0.8183 data_cost: 0.0004 ips: 58.6559 images/s [03/13 00:23:30] ppdet.engine INFO: Epoch: [92] [460/610] learning_rate: 0.188058 loss_vfl: 1.201308 loss_bbox: 0.590838 loss_dfl: 0.463619 loss: 2.269779 eta: 1 day, 6:01:37 batch_cost: 0.8285 data_cost: 0.0003 ips: 57.9384 images/s [03/13 00:23:48] ppdet.engine INFO: Epoch: [92] [480/610] learning_rate: 0.188024 loss_vfl: 1.190861 loss_bbox: 0.575413 loss_dfl: 0.471160 loss: 2.240345 eta: 1 day, 6:01:19 batch_cost: 0.8225 data_cost: 0.0003 ips: 58.3559 images/s [03/13 00:24:07] ppdet.engine INFO: Epoch: [92] [500/610] learning_rate: 0.187990 loss_vfl: 1.146979 loss_bbox: 0.529433 loss_dfl: 0.420936 loss: 2.108090 eta: 1 day, 6:01:02 batch_cost: 0.8550 data_cost: 0.0003 ips: 56.1409 images/s [03/13 00:24:27] ppdet.engine INFO: Epoch: [92] [520/610] learning_rate: 0.187956 loss_vfl: 1.124995 loss_bbox: 0.543392 loss_dfl: 0.429068 loss: 2.124500 eta: 1 day, 6:00:46 batch_cost: 0.8938 data_cost: 0.0003 ips: 53.7004 images/s [03/13 00:24:46] ppdet.engine INFO: Epoch: [92] [540/610] learning_rate: 0.187922 loss_vfl: 1.181049 loss_bbox: 0.550963 loss_dfl: 0.443095 loss: 2.184316 eta: 1 day, 6:00:30 batch_cost: 0.8662 data_cost: 0.0003 ips: 55.4169 images/s [03/13 00:25:05] ppdet.engine INFO: Epoch: [92] [560/610] learning_rate: 0.187888 loss_vfl: 1.150915 loss_bbox: 0.538779 loss_dfl: 0.428436 loss: 2.172873 eta: 1 day, 6:00:12 batch_cost: 0.8369 data_cost: 0.0003 ips: 57.3522 images/s [03/13 00:25:23] ppdet.engine INFO: Epoch: [92] [580/610] learning_rate: 0.187854 loss_vfl: 1.164520 loss_bbox: 0.570449 loss_dfl: 0.452381 loss: 2.200912 eta: 1 day, 5:59:54 batch_cost: 0.8374 data_cost: 0.0009 ips: 57.3237 images/s [03/13 00:25:42] ppdet.engine INFO: Epoch: [92] [600/610] learning_rate: 0.187820 loss_vfl: 1.156986 loss_bbox: 0.546097 loss_dfl: 0.439146 loss: 2.137941 eta: 1 day, 5:59:37 batch_cost: 0.8546 data_cost: 0.0004 ips: 56.1691 images/s [03/13 00:25:58] ppdet.engine INFO: Epoch: [93] [ 0/610] learning_rate: 0.187803 loss_vfl: 1.170192 loss_bbox: 0.564937 loss_dfl: 0.457732 loss: 2.193442 eta: 1 day, 5:59:39 batch_cost: 1.1105 data_cost: 0.1718 ips: 43.2237 images/s [03/13 00:26:20] ppdet.engine INFO: Epoch: [93] [ 20/610] learning_rate: 0.187769 loss_vfl: 1.123683 loss_bbox: 0.553021 loss_dfl: 0.436376 loss: 2.099849 eta: 1 day, 5:59:28 batch_cost: 0.9833 data_cost: 0.0003 ips: 48.8165 images/s [03/13 00:26:39] ppdet.engine INFO: Epoch: [93] [ 40/610] learning_rate: 0.187735 loss_vfl: 1.085573 loss_bbox: 0.525967 loss_dfl: 0.420646 loss: 2.060527 eta: 1 day, 5:59:12 batch_cost: 0.8833 data_cost: 0.0003 ips: 54.3424 images/s [03/13 00:26:59] ppdet.engine INFO: Epoch: [93] [ 60/610] learning_rate: 0.187701 loss_vfl: 1.114688 loss_bbox: 0.523002 loss_dfl: 0.420586 loss: 2.077706 eta: 1 day, 5:58:57 batch_cost: 0.9011 data_cost: 0.0003 ips: 53.2692 images/s [03/13 00:27:18] ppdet.engine INFO: Epoch: [93] [ 80/610] learning_rate: 0.187667 loss_vfl: 1.122522 loss_bbox: 0.538290 loss_dfl: 0.418085 loss: 2.077578 eta: 1 day, 5:58:41 batch_cost: 0.8884 data_cost: 0.0005 ips: 54.0281 images/s [03/13 00:27:37] ppdet.engine INFO: Epoch: [93] [100/610] learning_rate: 0.187633 loss_vfl: 1.155917 loss_bbox: 0.567524 loss_dfl: 0.440532 loss: 2.163192 eta: 1 day, 5:58:24 batch_cost: 0.8481 data_cost: 0.0003 ips: 56.5942 images/s [03/13 00:27:56] ppdet.engine INFO: Epoch: [93] [120/610] learning_rate: 0.187598 loss_vfl: 1.211110 loss_bbox: 0.584562 loss_dfl: 0.448783 loss: 2.255384 eta: 1 day, 5:58:07 batch_cost: 0.8674 data_cost: 0.0003 ips: 55.3364 images/s [03/13 00:28:15] ppdet.engine INFO: Epoch: [93] [140/610] learning_rate: 0.187564 loss_vfl: 1.164393 loss_bbox: 0.563848 loss_dfl: 0.428832 loss: 2.118391 eta: 1 day, 5:57:50 batch_cost: 0.8394 data_cost: 0.0003 ips: 57.1851 images/s [03/13 00:28:35] ppdet.engine INFO: Epoch: [93] [160/610] learning_rate: 0.187530 loss_vfl: 1.216198 loss_bbox: 0.557454 loss_dfl: 0.443567 loss: 2.222487 eta: 1 day, 5:57:34 batch_cost: 0.8925 data_cost: 0.0014 ips: 53.7812 images/s [03/13 00:28:55] ppdet.engine INFO: Epoch: [93] 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0.557740 loss_dfl: 0.448191 loss: 2.185344 eta: 1 day, 5:56:09 batch_cost: 0.8734 data_cost: 0.0003 ips: 54.9591 images/s [03/13 00:30:30] ppdet.engine INFO: Epoch: [93] [280/610] learning_rate: 0.187325 loss_vfl: 1.168399 loss_bbox: 0.544743 loss_dfl: 0.445982 loss: 2.198865 eta: 1 day, 5:55:52 batch_cost: 0.8698 data_cost: 0.0003 ips: 55.1867 images/s [03/13 00:30:49] ppdet.engine INFO: Epoch: [93] [300/610] learning_rate: 0.187291 loss_vfl: 1.121843 loss_bbox: 0.561474 loss_dfl: 0.429744 loss: 2.117280 eta: 1 day, 5:55:34 batch_cost: 0.8443 data_cost: 0.0003 ips: 56.8529 images/s [03/13 00:31:08] ppdet.engine INFO: Epoch: [93] [320/610] learning_rate: 0.187257 loss_vfl: 1.188757 loss_bbox: 0.604282 loss_dfl: 0.458641 loss: 2.260700 eta: 1 day, 5:55:18 batch_cost: 0.8646 data_cost: 0.0003 ips: 55.5198 images/s [03/13 00:31:26] ppdet.engine INFO: Epoch: [93] [340/610] learning_rate: 0.187223 loss_vfl: 1.170909 loss_bbox: 0.580545 loss_dfl: 0.454556 loss: 2.219778 eta: 1 day, 5:54:59 batch_cost: 0.8246 data_cost: 0.0003 ips: 58.2119 images/s [03/13 00:31:45] ppdet.engine INFO: Epoch: [93] [360/610] learning_rate: 0.187189 loss_vfl: 1.056947 loss_bbox: 0.529101 loss_dfl: 0.413379 loss: 2.007816 eta: 1 day, 5:54:43 batch_cost: 0.8732 data_cost: 0.0003 ips: 54.9693 images/s [03/13 00:32:04] ppdet.engine INFO: Epoch: [93] [380/610] learning_rate: 0.187154 loss_vfl: 1.132199 loss_bbox: 0.543019 loss_dfl: 0.433608 loss: 2.112163 eta: 1 day, 5:54:25 batch_cost: 0.8457 data_cost: 0.0003 ips: 56.7587 images/s [03/13 00:32:23] ppdet.engine INFO: Epoch: [93] [400/610] learning_rate: 0.187120 loss_vfl: 1.193745 loss_bbox: 0.580733 loss_dfl: 0.454713 loss: 2.228147 eta: 1 day, 5:54:07 batch_cost: 0.8284 data_cost: 0.0003 ips: 57.9453 images/s [03/13 00:32:42] ppdet.engine INFO: Epoch: [93] [420/610] learning_rate: 0.187086 loss_vfl: 1.147980 loss_bbox: 0.591147 loss_dfl: 0.458970 loss: 2.208356 eta: 1 day, 5:53:50 batch_cost: 0.8540 data_cost: 0.0010 ips: 56.2068 images/s [03/13 00:33:01] ppdet.engine INFO: Epoch: [93] [440/610] learning_rate: 0.187052 loss_vfl: 1.163676 loss_bbox: 0.553578 loss_dfl: 0.430054 loss: 2.176910 eta: 1 day, 5:53:33 batch_cost: 0.8592 data_cost: 0.0003 ips: 55.8633 images/s [03/13 00:33:19] ppdet.engine INFO: Epoch: [93] [460/610] learning_rate: 0.187018 loss_vfl: 1.085223 loss_bbox: 0.524693 loss_dfl: 0.403490 loss: 2.016168 eta: 1 day, 5:53:14 batch_cost: 0.7981 data_cost: 0.0003 ips: 60.1429 images/s [03/13 00:33:38] ppdet.engine INFO: Epoch: [93] [480/610] learning_rate: 0.186983 loss_vfl: 1.178942 loss_bbox: 0.589818 loss_dfl: 0.467729 loss: 2.250277 eta: 1 day, 5:52:55 batch_cost: 0.8211 data_cost: 0.0004 ips: 58.4613 images/s [03/13 00:33:56] ppdet.engine INFO: Epoch: [93] [500/610] learning_rate: 0.186949 loss_vfl: 1.149352 loss_bbox: 0.567079 loss_dfl: 0.445928 loss: 2.151522 eta: 1 day, 5:52:37 batch_cost: 0.8314 data_cost: 0.0003 ips: 57.7320 images/s [03/13 00:34:16] ppdet.engine INFO: Epoch: [93] [520/610] learning_rate: 0.186915 loss_vfl: 1.111567 loss_bbox: 0.535176 loss_dfl: 0.423326 loss: 2.073833 eta: 1 day, 5:52:21 batch_cost: 0.8908 data_cost: 0.0003 ips: 53.8833 images/s [03/13 00:34:36] ppdet.engine INFO: Epoch: [93] [540/610] learning_rate: 0.186881 loss_vfl: 1.126945 loss_bbox: 0.558687 loss_dfl: 0.432765 loss: 2.141248 eta: 1 day, 5:52:06 batch_cost: 0.8920 data_cost: 0.0003 ips: 53.8133 images/s [03/13 00:34:54] ppdet.engine INFO: Epoch: [93] [560/610] learning_rate: 0.186846 loss_vfl: 1.187631 loss_bbox: 0.563694 loss_dfl: 0.462063 loss: 2.210586 eta: 1 day, 5:51:48 batch_cost: 0.8327 data_cost: 0.0003 ips: 57.6425 images/s [03/13 00:35:13] ppdet.engine INFO: Epoch: [93] [580/610] learning_rate: 0.186812 loss_vfl: 1.088681 loss_bbox: 0.523931 loss_dfl: 0.417895 loss: 2.057204 eta: 1 day, 5:51:30 batch_cost: 0.8451 data_cost: 0.0003 ips: 56.7969 images/s [03/13 00:35:32] ppdet.engine INFO: Epoch: [93] [600/610] learning_rate: 0.186778 loss_vfl: 1.171805 loss_bbox: 0.585092 loss_dfl: 0.455495 loss: 2.194162 eta: 1 day, 5:51:12 batch_cost: 0.8266 data_cost: 0.0008 ips: 58.0686 images/s [03/13 00:35:47] ppdet.engine INFO: Epoch: [94] [ 0/610] learning_rate: 0.186761 loss_vfl: 1.144613 loss_bbox: 0.536650 loss_dfl: 0.432411 loss: 2.139554 eta: 1 day, 5:51:13 batch_cost: 1.0590 data_cost: 0.2104 ips: 45.3270 images/s [03/13 00:36:09] ppdet.engine INFO: Epoch: [94] [ 20/610] learning_rate: 0.186726 loss_vfl: 1.142191 loss_bbox: 0.544570 loss_dfl: 0.444200 loss: 2.166829 eta: 1 day, 5:51:01 batch_cost: 0.9728 data_cost: 0.0003 ips: 49.3410 images/s [03/13 00:36:27] ppdet.engine INFO: Epoch: [94] [ 40/610] learning_rate: 0.186692 loss_vfl: 1.167813 loss_bbox: 0.550299 loss_dfl: 0.452978 loss: 2.196245 eta: 1 day, 5:50:44 batch_cost: 0.8452 data_cost: 0.0003 ips: 56.7889 images/s [03/13 00:36:46] ppdet.engine INFO: Epoch: [94] [ 60/610] learning_rate: 0.186658 loss_vfl: 1.195133 loss_bbox: 0.554806 loss_dfl: 0.443139 loss: 2.203371 eta: 1 day, 5:50:28 batch_cost: 0.8755 data_cost: 0.0003 ips: 54.8248 images/s [03/13 00:37:05] ppdet.engine INFO: Epoch: [94] [ 80/610] learning_rate: 0.186623 loss_vfl: 1.095355 loss_bbox: 0.526450 loss_dfl: 0.417721 loss: 2.050189 eta: 1 day, 5:50:09 batch_cost: 0.8128 data_cost: 0.0003 ips: 59.0581 images/s [03/13 00:37:25] ppdet.engine INFO: Epoch: [94] [100/610] learning_rate: 0.186589 loss_vfl: 1.136374 loss_bbox: 0.552462 loss_dfl: 0.427700 loss: 2.123952 eta: 1 day, 5:49:52 batch_cost: 0.8740 data_cost: 0.0003 ips: 54.9189 images/s [03/13 00:37:44] ppdet.engine INFO: Epoch: [94] [120/610] learning_rate: 0.186555 loss_vfl: 1.171119 loss_bbox: 0.533328 loss_dfl: 0.434119 loss: 2.142342 eta: 1 day, 5:49:36 batch_cost: 0.8807 data_cost: 0.0032 ips: 54.5021 images/s [03/13 00:38:04] ppdet.engine INFO: Epoch: [94] [140/610] learning_rate: 0.186520 loss_vfl: 1.169705 loss_bbox: 0.565192 loss_dfl: 0.441095 loss: 2.214078 eta: 1 day, 5:49:21 batch_cost: 0.8909 data_cost: 0.0008 ips: 53.8772 images/s [03/13 00:38:23] ppdet.engine INFO: Epoch: [94] [160/610] learning_rate: 0.186486 loss_vfl: 1.170312 loss_bbox: 0.554538 loss_dfl: 0.439242 loss: 2.179068 eta: 1 day, 5:49:05 batch_cost: 0.8793 data_cost: 0.0003 ips: 54.5903 images/s [03/13 00:38:42] ppdet.engine INFO: Epoch: [94] [180/610] learning_rate: 0.186452 loss_vfl: 1.191397 loss_bbox: 0.612121 loss_dfl: 0.474484 loss: 2.239603 eta: 1 day, 5:48:46 batch_cost: 0.8095 data_cost: 0.0003 ips: 59.2968 images/s [03/13 00:39:01] ppdet.engine INFO: Epoch: [94] [200/610] learning_rate: 0.186417 loss_vfl: 1.204394 loss_bbox: 0.573331 loss_dfl: 0.451578 loss: 2.240333 eta: 1 day, 5:48:29 batch_cost: 0.8592 data_cost: 0.0003 ips: 55.8633 images/s [03/13 00:39:19] ppdet.engine INFO: Epoch: [94] [220/610] learning_rate: 0.186383 loss_vfl: 1.160784 loss_bbox: 0.564859 loss_dfl: 0.441102 loss: 2.160966 eta: 1 day, 5:48:10 batch_cost: 0.8228 data_cost: 0.0008 ips: 58.3356 images/s [03/13 00:39:38] ppdet.engine INFO: Epoch: [94] [240/610] learning_rate: 0.186349 loss_vfl: 1.159421 loss_bbox: 0.564076 loss_dfl: 0.444997 loss: 2.167166 eta: 1 day, 5:47:52 batch_cost: 0.8213 data_cost: 0.0010 ips: 58.4419 images/s [03/13 00:39:57] ppdet.engine INFO: Epoch: [94] [260/610] learning_rate: 0.186314 loss_vfl: 1.102568 loss_bbox: 0.512052 loss_dfl: 0.416831 loss: 2.042758 eta: 1 day, 5:47:36 batch_cost: 0.8904 data_cost: 0.0004 ips: 53.9079 images/s [03/13 00:40:16] ppdet.engine INFO: Epoch: [94] [280/610] learning_rate: 0.186280 loss_vfl: 1.183499 loss_bbox: 0.563551 loss_dfl: 0.446845 loss: 2.186155 eta: 1 day, 5:47:19 batch_cost: 0.8512 data_cost: 0.0009 ips: 56.3911 images/s [03/13 00:40:35] ppdet.engine INFO: Epoch: [94] [300/610] learning_rate: 0.186245 loss_vfl: 1.150908 loss_bbox: 0.598738 loss_dfl: 0.465117 loss: 2.209471 eta: 1 day, 5:47:03 batch_cost: 0.8856 data_cost: 0.0003 ips: 54.1993 images/s [03/13 00:40:54] ppdet.engine INFO: Epoch: [94] [320/610] learning_rate: 0.186211 loss_vfl: 1.190517 loss_bbox: 0.572132 loss_dfl: 0.447595 loss: 2.182020 eta: 1 day, 5:46:45 batch_cost: 0.8322 data_cost: 0.0005 ips: 57.6763 images/s [03/13 00:41:14] ppdet.engine INFO: Epoch: [94] [340/610] learning_rate: 0.186177 loss_vfl: 1.146333 loss_bbox: 0.585704 loss_dfl: 0.461313 loss: 2.196250 eta: 1 day, 5:46:29 batch_cost: 0.8843 data_cost: 0.0010 ips: 54.2808 images/s [03/13 00:41:33] ppdet.engine INFO: Epoch: [94] [360/610] learning_rate: 0.186142 loss_vfl: 1.148430 loss_bbox: 0.534612 loss_dfl: 0.430519 loss: 2.073462 eta: 1 day, 5:46:13 batch_cost: 0.8704 data_cost: 0.0003 ips: 55.1446 images/s [03/13 00:41:51] ppdet.engine INFO: Epoch: [94] [380/610] learning_rate: 0.186108 loss_vfl: 1.207925 loss_bbox: 0.570803 loss_dfl: 0.457471 loss: 2.237587 eta: 1 day, 5:45:54 batch_cost: 0.8309 data_cost: 0.0003 ips: 57.7692 images/s [03/13 00:42:10] ppdet.engine INFO: Epoch: [94] [400/610] learning_rate: 0.186073 loss_vfl: 1.206844 loss_bbox: 0.598979 loss_dfl: 0.460367 loss: 2.279387 eta: 1 day, 5:45:39 batch_cost: 0.8853 data_cost: 0.0010 ips: 54.2179 images/s [03/13 00:42:29] ppdet.engine INFO: Epoch: [94] [420/610] learning_rate: 0.186039 loss_vfl: 1.155439 loss_bbox: 0.577839 loss_dfl: 0.452215 loss: 2.203273 eta: 1 day, 5:45:20 batch_cost: 0.8314 data_cost: 0.0003 ips: 57.7361 images/s [03/13 00:42:48] ppdet.engine INFO: Epoch: [94] [440/610] learning_rate: 0.186004 loss_vfl: 1.165779 loss_bbox: 0.591235 loss_dfl: 0.458477 loss: 2.219368 eta: 1 day, 5:45:03 batch_cost: 0.8468 data_cost: 0.0003 ips: 56.6839 images/s [03/13 00:43:07] ppdet.engine INFO: Epoch: [94] [460/610] learning_rate: 0.185970 loss_vfl: 1.167212 loss_bbox: 0.576676 loss_dfl: 0.460552 loss: 2.197869 eta: 1 day, 5:44:43 batch_cost: 0.7987 data_cost: 0.0003 ips: 60.1006 images/s [03/13 00:43:25] ppdet.engine INFO: Epoch: [94] [480/610] learning_rate: 0.185935 loss_vfl: 1.220331 loss_bbox: 0.587088 loss_dfl: 0.459463 loss: 2.251477 eta: 1 day, 5:44:23 batch_cost: 0.7766 data_cost: 0.0003 ips: 61.8079 images/s [03/13 00:43:43] ppdet.engine INFO: Epoch: [94] [500/610] learning_rate: 0.185901 loss_vfl: 1.129440 loss_bbox: 0.540975 loss_dfl: 0.428607 loss: 2.097821 eta: 1 day, 5:44:03 batch_cost: 0.7935 data_cost: 0.0003 ips: 60.4941 images/s [03/13 00:44:02] ppdet.engine INFO: Epoch: [94] [520/610] learning_rate: 0.185866 loss_vfl: 1.153753 loss_bbox: 0.569483 loss_dfl: 0.449830 loss: 2.171890 eta: 1 day, 5:43:45 batch_cost: 0.8357 data_cost: 0.0003 ips: 57.4372 images/s [03/13 00:44:21] ppdet.engine INFO: Epoch: [94] [540/610] learning_rate: 0.185832 loss_vfl: 1.151941 loss_bbox: 0.541987 loss_dfl: 0.446194 loss: 2.130062 eta: 1 day, 5:43:28 batch_cost: 0.8575 data_cost: 0.0009 ips: 55.9741 images/s [03/13 00:44:40] ppdet.engine INFO: Epoch: [94] [560/610] learning_rate: 0.185797 loss_vfl: 1.150904 loss_bbox: 0.581432 loss_dfl: 0.440208 loss: 2.192953 eta: 1 day, 5:43:11 batch_cost: 0.8479 data_cost: 0.0003 ips: 56.6095 images/s [03/13 00:44:59] ppdet.engine INFO: Epoch: [94] [580/610] learning_rate: 0.185763 loss_vfl: 1.137357 loss_bbox: 0.573898 loss_dfl: 0.434619 loss: 2.148371 eta: 1 day, 5:42:53 batch_cost: 0.8510 data_cost: 0.0003 ips: 56.4074 images/s [03/13 00:45:17] ppdet.engine INFO: Epoch: [94] [600/610] learning_rate: 0.185728 loss_vfl: 1.190828 loss_bbox: 0.548886 loss_dfl: 0.447008 loss: 2.192928 eta: 1 day, 5:42:34 batch_cost: 0.8082 data_cost: 0.0004 ips: 59.3880 images/s [03/13 00:45:31] ppdet.engine INFO: Epoch: [95] [ 0/610] learning_rate: 0.185711 loss_vfl: 1.142405 loss_bbox: 0.521454 loss_dfl: 0.423505 loss: 2.075851 eta: 1 day, 5:42:33 batch_cost: 0.9930 data_cost: 0.1670 ips: 48.3389 images/s [03/13 00:45:53] ppdet.engine INFO: Epoch: [95] [ 20/610] learning_rate: 0.185677 loss_vfl: 1.157866 loss_bbox: 0.563405 loss_dfl: 0.449016 loss: 2.194621 eta: 1 day, 5:42:21 batch_cost: 0.9756 data_cost: 0.0003 ips: 49.1982 images/s [03/13 00:46:12] ppdet.engine INFO: Epoch: [95] [ 40/610] learning_rate: 0.185642 loss_vfl: 1.138166 loss_bbox: 0.571122 loss_dfl: 0.428267 loss: 2.134888 eta: 1 day, 5:42:03 batch_cost: 0.8337 data_cost: 0.0003 ips: 57.5738 images/s [03/13 00:46:31] ppdet.engine INFO: Epoch: [95] [ 60/610] learning_rate: 0.185607 loss_vfl: 1.144329 loss_bbox: 0.550671 loss_dfl: 0.421073 loss: 2.089307 eta: 1 day, 5:41:46 batch_cost: 0.8590 data_cost: 0.0003 ips: 55.8763 images/s [03/13 00:46:50] ppdet.engine INFO: Epoch: [95] [ 80/610] learning_rate: 0.185573 loss_vfl: 1.088410 loss_bbox: 0.506816 loss_dfl: 0.408671 loss: 1.986659 eta: 1 day, 5:41:30 batch_cost: 0.8787 data_cost: 0.0003 ips: 54.6234 images/s [03/13 00:47:09] ppdet.engine INFO: Epoch: [95] [100/610] learning_rate: 0.185538 loss_vfl: 1.203845 loss_bbox: 0.566282 loss_dfl: 0.450235 loss: 2.221014 eta: 1 day, 5:41:11 batch_cost: 0.8210 data_cost: 0.0003 ips: 58.4620 images/s [03/13 00:47:27] ppdet.engine INFO: Epoch: [95] [120/610] learning_rate: 0.185504 loss_vfl: 1.161639 loss_bbox: 0.560310 loss_dfl: 0.444492 loss: 2.150493 eta: 1 day, 5:40:53 batch_cost: 0.8213 data_cost: 0.0003 ips: 58.4429 images/s [03/13 00:47:45] ppdet.engine INFO: Epoch: [95] [140/610] learning_rate: 0.185469 loss_vfl: 1.159315 loss_bbox: 0.596039 loss_dfl: 0.451219 loss: 2.183063 eta: 1 day, 5:40:34 batch_cost: 0.8202 data_cost: 0.0003 ips: 58.5257 images/s [03/13 00:48:03] ppdet.engine INFO: Epoch: [95] [160/610] learning_rate: 0.185435 loss_vfl: 1.238371 loss_bbox: 0.606730 loss_dfl: 0.474128 loss: 2.301255 eta: 1 day, 5:40:15 batch_cost: 0.8024 data_cost: 0.0003 ips: 59.8232 images/s [03/13 00:48:22] ppdet.engine INFO: Epoch: [95] [180/610] learning_rate: 0.185400 loss_vfl: 1.085271 loss_bbox: 0.544705 loss_dfl: 0.431482 loss: 2.075922 eta: 1 day, 5:39:58 batch_cost: 0.8592 data_cost: 0.0003 ips: 55.8689 images/s [03/13 00:48:42] ppdet.engine INFO: Epoch: [95] [200/610] learning_rate: 0.185365 loss_vfl: 1.111777 loss_bbox: 0.543652 loss_dfl: 0.433268 loss: 2.081499 eta: 1 day, 5:39:42 batch_cost: 0.8766 data_cost: 0.0003 ips: 54.7543 images/s [03/13 00:49:01] ppdet.engine INFO: Epoch: [95] [220/610] learning_rate: 0.185331 loss_vfl: 1.203301 loss_bbox: 0.607745 loss_dfl: 0.467690 loss: 2.293797 eta: 1 day, 5:39:23 batch_cost: 0.8209 data_cost: 0.0003 ips: 58.4740 images/s [03/13 00:49:19] ppdet.engine INFO: Epoch: [95] [240/610] learning_rate: 0.185296 loss_vfl: 1.209722 loss_bbox: 0.595431 loss_dfl: 0.457396 loss: 2.227858 eta: 1 day, 5:39:06 batch_cost: 0.8518 data_cost: 0.0016 ips: 56.3492 images/s [03/13 00:49:38] ppdet.engine INFO: Epoch: [95] [260/610] learning_rate: 0.185261 loss_vfl: 1.122004 loss_bbox: 0.590501 loss_dfl: 0.459003 loss: 2.188643 eta: 1 day, 5:38:48 batch_cost: 0.8499 data_cost: 0.0003 ips: 56.4745 images/s [03/13 00:49:57] ppdet.engine INFO: Epoch: [95] [280/610] learning_rate: 0.185227 loss_vfl: 1.140190 loss_bbox: 0.540363 loss_dfl: 0.426724 loss: 2.064047 eta: 1 day, 5:38:31 batch_cost: 0.8483 data_cost: 0.0003 ips: 56.5851 images/s [03/13 00:50:16] ppdet.engine INFO: Epoch: [95] [300/610] learning_rate: 0.185192 loss_vfl: 1.105546 loss_bbox: 0.541562 loss_dfl: 0.420381 loss: 2.045234 eta: 1 day, 5:38:12 batch_cost: 0.8067 data_cost: 0.0003 ips: 59.5012 images/s [03/13 00:50:34] ppdet.engine INFO: Epoch: [95] [320/610] learning_rate: 0.185158 loss_vfl: 1.136533 loss_bbox: 0.548331 loss_dfl: 0.434529 loss: 2.138697 eta: 1 day, 5:37:53 batch_cost: 0.8260 data_cost: 0.0003 ips: 58.1098 images/s [03/13 00:50:53] ppdet.engine INFO: Epoch: [95] [340/610] learning_rate: 0.185123 loss_vfl: 1.214406 loss_bbox: 0.564430 loss_dfl: 0.455902 loss: 2.232690 eta: 1 day, 5:37:35 batch_cost: 0.8142 data_cost: 0.0003 ips: 58.9559 images/s [03/13 00:51:13] ppdet.engine INFO: Epoch: [95] [360/610] learning_rate: 0.185088 loss_vfl: 1.153431 loss_bbox: 0.564422 loss_dfl: 0.433133 loss: 2.126230 eta: 1 day, 5:37:19 batch_cost: 0.8816 data_cost: 0.0003 ips: 54.4467 images/s [03/13 00:51:31] ppdet.engine INFO: Epoch: [95] [380/610] learning_rate: 0.185054 loss_vfl: 1.113755 loss_bbox: 0.554211 loss_dfl: 0.422515 loss: 2.083301 eta: 1 day, 5:37:00 batch_cost: 0.8221 data_cost: 0.0058 ips: 58.3882 images/s [03/13 00:51:50] ppdet.engine INFO: Epoch: [95] [400/610] learning_rate: 0.185019 loss_vfl: 1.140762 loss_bbox: 0.522158 loss_dfl: 0.422094 loss: 2.096099 eta: 1 day, 5:36:43 batch_cost: 0.8682 data_cost: 0.0012 ips: 55.2868 images/s [03/13 00:52:09] ppdet.engine INFO: Epoch: [95] [420/610] learning_rate: 0.184984 loss_vfl: 1.099996 loss_bbox: 0.520657 loss_dfl: 0.430366 loss: 2.062832 eta: 1 day, 5:36:28 batch_cost: 0.8825 data_cost: 0.0009 ips: 54.3938 images/s [03/13 00:52:29] ppdet.engine INFO: Epoch: [95] [440/610] learning_rate: 0.184949 loss_vfl: 1.195423 loss_bbox: 0.573411 loss_dfl: 0.458004 loss: 2.248832 eta: 1 day, 5:36:12 batch_cost: 0.8873 data_cost: 0.0003 ips: 54.0972 images/s [03/13 00:52:48] ppdet.engine INFO: Epoch: [95] [460/610] learning_rate: 0.184915 loss_vfl: 1.200511 loss_bbox: 0.559646 loss_dfl: 0.451563 loss: 2.207243 eta: 1 day, 5:35:56 batch_cost: 0.8948 data_cost: 0.0003 ips: 53.6410 images/s [03/13 00:53:07] ppdet.engine INFO: Epoch: [95] [480/610] learning_rate: 0.184880 loss_vfl: 1.128457 loss_bbox: 0.554450 loss_dfl: 0.444207 loss: 2.116337 eta: 1 day, 5:35:38 batch_cost: 0.8353 data_cost: 0.0003 ips: 57.4626 images/s [03/13 00:53:26] ppdet.engine INFO: Epoch: [95] [500/610] learning_rate: 0.184845 loss_vfl: 1.202265 loss_bbox: 0.590784 loss_dfl: 0.467776 loss: 2.238025 eta: 1 day, 5:35:21 batch_cost: 0.8458 data_cost: 0.0011 ips: 56.7497 images/s [03/13 00:53:44] ppdet.engine INFO: Epoch: [95] [520/610] learning_rate: 0.184811 loss_vfl: 1.112867 loss_bbox: 0.541518 loss_dfl: 0.434999 loss: 2.074367 eta: 1 day, 5:35:03 batch_cost: 0.8311 data_cost: 0.0003 ips: 57.7530 images/s [03/13 00:54:03] ppdet.engine INFO: Epoch: [95] [540/610] learning_rate: 0.184776 loss_vfl: 1.183137 loss_bbox: 0.573703 loss_dfl: 0.452954 loss: 2.208076 eta: 1 day, 5:34:45 batch_cost: 0.8359 data_cost: 0.0003 ips: 57.4227 images/s [03/13 00:54:23] ppdet.engine INFO: Epoch: [95] [560/610] learning_rate: 0.184741 loss_vfl: 1.216856 loss_bbox: 0.587216 loss_dfl: 0.457370 loss: 2.288599 eta: 1 day, 5:34:28 batch_cost: 0.8588 data_cost: 0.0004 ips: 55.8942 images/s [03/13 00:54:42] ppdet.engine INFO: Epoch: [95] [580/610] learning_rate: 0.184706 loss_vfl: 1.177428 loss_bbox: 0.555623 loss_dfl: 0.448748 loss: 2.167823 eta: 1 day, 5:34:11 batch_cost: 0.8654 data_cost: 0.0009 ips: 55.4666 images/s [03/13 00:55:00] ppdet.engine INFO: Epoch: [95] [600/610] learning_rate: 0.184672 loss_vfl: 1.130428 loss_bbox: 0.552705 loss_dfl: 0.440750 loss: 2.115645 eta: 1 day, 5:33:52 batch_cost: 0.7940 data_cost: 0.0003 ips: 60.4519 images/s [03/13 00:55:14] ppdet.engine INFO: Epoch: [96] [ 0/610] learning_rate: 0.184654 loss_vfl: 1.123270 loss_bbox: 0.541755 loss_dfl: 0.438586 loss: 2.102870 eta: 1 day, 5:33:52 batch_cost: 1.0141 data_cost: 0.2542 ips: 47.3311 images/s [03/13 00:55:36] ppdet.engine INFO: Epoch: [96] [ 20/610] learning_rate: 0.184619 loss_vfl: 1.140497 loss_bbox: 0.555888 loss_dfl: 0.449129 loss: 2.119690 eta: 1 day, 5:33:39 batch_cost: 0.9551 data_cost: 0.0006 ips: 50.2576 images/s [03/13 00:55:55] ppdet.engine INFO: Epoch: [96] [ 40/610] learning_rate: 0.184585 loss_vfl: 1.169675 loss_bbox: 0.566242 loss_dfl: 0.453620 loss: 2.217926 eta: 1 day, 5:33:23 batch_cost: 0.8788 data_cost: 0.0006 ips: 54.6187 images/s [03/13 00:56:14] ppdet.engine INFO: Epoch: [96] [ 60/610] learning_rate: 0.184550 loss_vfl: 1.157901 loss_bbox: 0.574328 loss_dfl: 0.436620 loss: 2.182689 eta: 1 day, 5:33:05 batch_cost: 0.8481 data_cost: 0.0016 ips: 56.5995 images/s [03/13 00:56:34] ppdet.engine INFO: Epoch: [96] [ 80/610] learning_rate: 0.184515 loss_vfl: 1.163184 loss_bbox: 0.557315 loss_dfl: 0.447225 loss: 2.175257 eta: 1 day, 5:32:50 batch_cost: 0.9008 data_cost: 0.0004 ips: 53.2846 images/s [03/13 00:56:54] ppdet.engine INFO: Epoch: [96] [100/610] learning_rate: 0.184480 loss_vfl: 1.182733 loss_bbox: 0.589452 loss_dfl: 0.453521 loss: 2.210491 eta: 1 day, 5:32:35 batch_cost: 0.8995 data_cost: 0.0004 ips: 53.3625 images/s [03/13 00:57:13] ppdet.engine INFO: Epoch: [96] [120/610] learning_rate: 0.184445 loss_vfl: 1.231853 loss_bbox: 0.610420 loss_dfl: 0.472519 loss: 2.307941 eta: 1 day, 5:32:19 batch_cost: 0.8903 data_cost: 0.0011 ips: 53.9141 images/s [03/13 00:57:31] ppdet.engine INFO: Epoch: [96] [140/610] learning_rate: 0.184411 loss_vfl: 1.141356 loss_bbox: 0.516717 loss_dfl: 0.410585 loss: 2.014048 eta: 1 day, 5:32:01 batch_cost: 0.8290 data_cost: 0.0003 ips: 57.9045 images/s [03/13 00:57:50] ppdet.engine INFO: Epoch: [96] [160/610] learning_rate: 0.184376 loss_vfl: 1.164737 loss_bbox: 0.558338 loss_dfl: 0.438095 loss: 2.147286 eta: 1 day, 5:31:45 batch_cost: 0.8789 data_cost: 0.0003 ips: 54.6107 images/s [03/13 00:58:10] ppdet.engine INFO: Epoch: [96] [180/610] learning_rate: 0.184341 loss_vfl: 1.108567 loss_bbox: 0.540351 loss_dfl: 0.427216 loss: 2.054896 eta: 1 day, 5:31:30 batch_cost: 0.9037 data_cost: 0.0004 ips: 53.1154 images/s [03/13 00:58:29] ppdet.engine INFO: Epoch: [96] [200/610] learning_rate: 0.184306 loss_vfl: 1.282184 loss_bbox: 0.631517 loss_dfl: 0.491995 loss: 2.430140 eta: 1 day, 5:31:12 batch_cost: 0.8272 data_cost: 0.0004 ips: 58.0297 images/s [03/13 00:58:47] ppdet.engine INFO: Epoch: [96] [220/610] learning_rate: 0.184271 loss_vfl: 1.244874 loss_bbox: 0.582323 loss_dfl: 0.468791 loss: 2.315274 eta: 1 day, 5:30:54 batch_cost: 0.8323 data_cost: 0.0003 ips: 57.6720 images/s [03/13 00:59:06] ppdet.engine INFO: Epoch: [96] [240/610] learning_rate: 0.184236 loss_vfl: 1.070839 loss_bbox: 0.542993 loss_dfl: 0.427252 loss: 2.045320 eta: 1 day, 5:30:37 batch_cost: 0.8618 data_cost: 0.0003 ips: 55.6952 images/s [03/13 00:59:26] ppdet.engine INFO: Epoch: [96] [260/610] learning_rate: 0.184202 loss_vfl: 1.130104 loss_bbox: 0.530464 loss_dfl: 0.414505 loss: 2.046565 eta: 1 day, 5:30:20 batch_cost: 0.8505 data_cost: 0.0003 ips: 56.4407 images/s [03/13 00:59:44] ppdet.engine INFO: Epoch: [96] [280/610] learning_rate: 0.184167 loss_vfl: 1.221635 loss_bbox: 0.567445 loss_dfl: 0.450285 loss: 2.287204 eta: 1 day, 5:30:02 batch_cost: 0.8483 data_cost: 0.0003 ips: 56.5848 images/s [03/13 01:00:04] ppdet.engine INFO: Epoch: [96] [300/610] learning_rate: 0.184132 loss_vfl: 1.186104 loss_bbox: 0.585882 loss_dfl: 0.453172 loss: 2.224305 eta: 1 day, 5:29:46 batch_cost: 0.8844 data_cost: 0.0020 ips: 54.2738 images/s [03/13 01:00:23] ppdet.engine INFO: Epoch: [96] [320/610] learning_rate: 0.184097 loss_vfl: 1.171241 loss_bbox: 0.565194 loss_dfl: 0.445715 loss: 2.188596 eta: 1 day, 5:29:31 batch_cost: 0.9033 data_cost: 0.0003 ips: 53.1363 images/s [03/13 01:00:43] ppdet.engine INFO: Epoch: [96] [340/610] learning_rate: 0.184062 loss_vfl: 1.119839 loss_bbox: 0.516819 loss_dfl: 0.413316 loss: 2.047998 eta: 1 day, 5:29:16 batch_cost: 0.8908 data_cost: 0.0003 ips: 53.8836 images/s [03/13 01:01:02] ppdet.engine INFO: Epoch: [96] [360/610] learning_rate: 0.184027 loss_vfl: 1.154570 loss_bbox: 0.526491 loss_dfl: 0.425046 loss: 2.094851 eta: 1 day, 5:28:59 batch_cost: 0.8630 data_cost: 0.0004 ips: 55.6187 images/s [03/13 01:01:22] ppdet.engine INFO: Epoch: [96] [380/610] learning_rate: 0.183992 loss_vfl: 1.142016 loss_bbox: 0.585731 loss_dfl: 0.453212 loss: 2.181720 eta: 1 day, 5:28:42 batch_cost: 0.8741 data_cost: 0.0016 ips: 54.9116 images/s [03/13 01:01:41] ppdet.engine INFO: Epoch: [96] [400/610] learning_rate: 0.183957 loss_vfl: 1.201971 loss_bbox: 0.565572 loss_dfl: 0.449894 loss: 2.165371 eta: 1 day, 5:28:25 batch_cost: 0.8385 data_cost: 0.0003 ips: 57.2467 images/s [03/13 01:02:00] ppdet.engine INFO: Epoch: [96] [420/610] learning_rate: 0.183922 loss_vfl: 1.204932 loss_bbox: 0.563134 loss_dfl: 0.447297 loss: 2.186610 eta: 1 day, 5:28:07 batch_cost: 0.8425 data_cost: 0.0003 ips: 56.9739 images/s [03/13 01:02:19] ppdet.engine INFO: Epoch: [96] [440/610] learning_rate: 0.183888 loss_vfl: 1.206136 loss_bbox: 0.581700 loss_dfl: 0.467953 loss: 2.269187 eta: 1 day, 5:27:51 batch_cost: 0.8928 data_cost: 0.0004 ips: 53.7628 images/s [03/13 01:02:39] ppdet.engine INFO: Epoch: [96] [460/610] learning_rate: 0.183853 loss_vfl: 1.168255 loss_bbox: 0.572790 loss_dfl: 0.447336 loss: 2.183493 eta: 1 day, 5:27:36 batch_cost: 0.8928 data_cost: 0.0003 ips: 53.7611 images/s [03/13 01:02:58] ppdet.engine INFO: Epoch: [96] [480/610] learning_rate: 0.183818 loss_vfl: 1.162019 loss_bbox: 0.559468 loss_dfl: 0.448327 loss: 2.191586 eta: 1 day, 5:27:19 batch_cost: 0.8695 data_cost: 0.0011 ips: 55.2037 images/s [03/13 01:03:16] ppdet.engine INFO: Epoch: [96] [500/610] learning_rate: 0.183783 loss_vfl: 1.218731 loss_bbox: 0.595798 loss_dfl: 0.463113 loss: 2.253249 eta: 1 day, 5:27:01 batch_cost: 0.8229 data_cost: 0.0009 ips: 58.3277 images/s [03/13 01:03:35] ppdet.engine INFO: Epoch: [96] [520/610] learning_rate: 0.183748 loss_vfl: 1.186161 loss_bbox: 0.573655 loss_dfl: 0.445311 loss: 2.196920 eta: 1 day, 5:26:44 batch_cost: 0.8728 data_cost: 0.0003 ips: 54.9963 images/s [03/13 01:03:55] ppdet.engine INFO: Epoch: [96] [540/610] learning_rate: 0.183713 loss_vfl: 1.180674 loss_bbox: 0.592239 loss_dfl: 0.460446 loss: 2.230296 eta: 1 day, 5:26:28 batch_cost: 0.8768 data_cost: 0.0011 ips: 54.7475 images/s [03/13 01:04:14] ppdet.engine INFO: Epoch: [96] [560/610] learning_rate: 0.183678 loss_vfl: 1.152894 loss_bbox: 0.583972 loss_dfl: 0.461373 loss: 2.192315 eta: 1 day, 5:26:12 batch_cost: 0.8760 data_cost: 0.0004 ips: 54.7927 images/s [03/13 01:04:34] ppdet.engine INFO: Epoch: [96] [580/610] learning_rate: 0.183643 loss_vfl: 1.220819 loss_bbox: 0.596900 loss_dfl: 0.463037 loss: 2.317077 eta: 1 day, 5:25:56 batch_cost: 0.8724 data_cost: 0.0031 ips: 55.0219 images/s [03/13 01:04:52] ppdet.engine INFO: Epoch: [96] [600/610] learning_rate: 0.183608 loss_vfl: 1.090031 loss_bbox: 0.562804 loss_dfl: 0.439364 loss: 2.105526 eta: 1 day, 5:25:38 batch_cost: 0.8484 data_cost: 0.0004 ips: 56.5780 images/s [03/13 01:05:08] ppdet.engine INFO: Epoch: [97] [ 0/610] learning_rate: 0.183590 loss_vfl: 1.202736 loss_bbox: 0.582473 loss_dfl: 0.459426 loss: 2.218115 eta: 1 day, 5:25:40 batch_cost: 1.0915 data_cost: 0.2804 ips: 43.9772 images/s [03/13 01:05:29] ppdet.engine INFO: Epoch: [97] [ 20/610] learning_rate: 0.183555 loss_vfl: 1.141330 loss_bbox: 0.535017 loss_dfl: 0.428239 loss: 2.134253 eta: 1 day, 5:25:28 batch_cost: 0.9841 data_cost: 0.0003 ips: 48.7749 images/s [03/13 01:05:48] ppdet.engine INFO: Epoch: [97] [ 40/610] learning_rate: 0.183520 loss_vfl: 1.111354 loss_bbox: 0.538800 loss_dfl: 0.424757 loss: 2.063209 eta: 1 day, 5:25:12 batch_cost: 0.8670 data_cost: 0.0003 ips: 55.3656 images/s [03/13 01:06:07] ppdet.engine INFO: Epoch: [97] [ 60/610] learning_rate: 0.183485 loss_vfl: 1.147806 loss_bbox: 0.548499 loss_dfl: 0.440968 loss: 2.147468 eta: 1 day, 5:24:54 batch_cost: 0.8549 data_cost: 0.0003 ips: 56.1442 images/s [03/13 01:06:26] ppdet.engine INFO: Epoch: [97] [ 80/610] learning_rate: 0.183450 loss_vfl: 1.163500 loss_bbox: 0.541280 loss_dfl: 0.431041 loss: 2.124544 eta: 1 day, 5:24:37 batch_cost: 0.8576 data_cost: 0.0003 ips: 55.9726 images/s [03/13 01:06:45] ppdet.engine INFO: Epoch: [97] [100/610] learning_rate: 0.183415 loss_vfl: 1.186882 loss_bbox: 0.585106 loss_dfl: 0.463640 loss: 2.235748 eta: 1 day, 5:24:19 batch_cost: 0.8223 data_cost: 0.0003 ips: 58.3728 images/s [03/13 01:07:04] ppdet.engine INFO: Epoch: [97] [120/610] learning_rate: 0.183380 loss_vfl: 1.192942 loss_bbox: 0.543338 loss_dfl: 0.428816 loss: 2.116898 eta: 1 day, 5:24:02 batch_cost: 0.8644 data_cost: 0.0016 ips: 55.5326 images/s [03/13 01:07:23] ppdet.engine INFO: Epoch: [97] [140/610] learning_rate: 0.183345 loss_vfl: 1.247725 loss_bbox: 0.607926 loss_dfl: 0.482406 loss: 2.329064 eta: 1 day, 5:23:45 batch_cost: 0.8589 data_cost: 0.0009 ips: 55.8869 images/s [03/13 01:07:42] ppdet.engine INFO: Epoch: [97] [160/610] learning_rate: 0.183310 loss_vfl: 1.093272 loss_bbox: 0.533281 loss_dfl: 0.432404 loss: 2.063540 eta: 1 day, 5:23:30 batch_cost: 0.8986 data_cost: 0.0011 ips: 53.4173 images/s [03/13 01:08:02] ppdet.engine INFO: Epoch: [97] [180/610] learning_rate: 0.183275 loss_vfl: 1.162899 loss_bbox: 0.572458 loss_dfl: 0.451940 loss: 2.204008 eta: 1 day, 5:23:14 batch_cost: 0.8741 data_cost: 0.0003 ips: 54.9146 images/s [03/13 01:08:21] ppdet.engine INFO: Epoch: [97] [200/610] learning_rate: 0.183240 loss_vfl: 1.208240 loss_bbox: 0.583156 loss_dfl: 0.458633 loss: 2.254722 eta: 1 day, 5:22:57 batch_cost: 0.8753 data_cost: 0.0009 ips: 54.8361 images/s [03/13 01:08:40] ppdet.engine INFO: Epoch: [97] [220/610] learning_rate: 0.183205 loss_vfl: 1.174455 loss_bbox: 0.585594 loss_dfl: 0.460550 loss: 2.253430 eta: 1 day, 5:22:41 batch_cost: 0.8744 data_cost: 0.0003 ips: 54.8979 images/s [03/13 01:09:00] ppdet.engine INFO: Epoch: [97] [240/610] learning_rate: 0.183170 loss_vfl: 1.155645 loss_bbox: 0.551014 loss_dfl: 0.454062 loss: 2.199775 eta: 1 day, 5:22:25 batch_cost: 0.8926 data_cost: 0.0003 ips: 53.7742 images/s [03/13 01:09:19] ppdet.engine INFO: Epoch: [97] [260/610] learning_rate: 0.183135 loss_vfl: 1.197850 loss_bbox: 0.591419 loss_dfl: 0.463128 loss: 2.243658 eta: 1 day, 5:22:09 batch_cost: 0.8853 data_cost: 0.0003 ips: 54.2165 images/s [03/13 01:09:38] ppdet.engine INFO: Epoch: [97] [280/610] learning_rate: 0.183100 loss_vfl: 1.179422 loss_bbox: 0.605706 loss_dfl: 0.473179 loss: 2.262155 eta: 1 day, 5:21:53 batch_cost: 0.8747 data_cost: 0.0009 ips: 54.8747 images/s [03/13 01:09:57] ppdet.engine INFO: Epoch: [97] [300/610] learning_rate: 0.183064 loss_vfl: 1.188371 loss_bbox: 0.577909 loss_dfl: 0.454438 loss: 2.220212 eta: 1 day, 5:21:36 batch_cost: 0.8442 data_cost: 0.0003 ips: 56.8594 images/s [03/13 01:10:16] ppdet.engine INFO: Epoch: [97] [320/610] learning_rate: 0.183029 loss_vfl: 1.115038 loss_bbox: 0.543791 loss_dfl: 0.431498 loss: 2.109450 eta: 1 day, 5:21:20 batch_cost: 0.8842 data_cost: 0.0003 ips: 54.2890 images/s [03/13 01:10:35] ppdet.engine INFO: Epoch: [97] [340/610] learning_rate: 0.182994 loss_vfl: 1.179521 loss_bbox: 0.546360 loss_dfl: 0.438798 loss: 2.159707 eta: 1 day, 5:21:04 batch_cost: 0.8842 data_cost: 0.0003 ips: 54.2893 images/s [03/13 01:10:55] ppdet.engine INFO: Epoch: [97] [360/610] learning_rate: 0.182959 loss_vfl: 1.253962 loss_bbox: 0.641030 loss_dfl: 0.491893 loss: 2.397613 eta: 1 day, 5:20:48 batch_cost: 0.8920 data_cost: 0.0003 ips: 53.8117 images/s [03/13 01:11:14] ppdet.engine INFO: Epoch: [97] [380/610] learning_rate: 0.182924 loss_vfl: 1.174603 loss_bbox: 0.561778 loss_dfl: 0.441021 loss: 2.187603 eta: 1 day, 5:20:30 batch_cost: 0.8375 data_cost: 0.0004 ips: 57.3150 images/s [03/13 01:11:34] ppdet.engine INFO: Epoch: [97] [400/610] learning_rate: 0.182889 loss_vfl: 1.077256 loss_bbox: 0.522308 loss_dfl: 0.416621 loss: 2.010362 eta: 1 day, 5:20:15 batch_cost: 0.9012 data_cost: 0.0003 ips: 53.2640 images/s [03/13 01:11:53] ppdet.engine INFO: Epoch: [97] [420/610] learning_rate: 0.182854 loss_vfl: 1.173694 loss_bbox: 0.554200 loss_dfl: 0.437737 loss: 2.165012 eta: 1 day, 5:19:59 batch_cost: 0.8790 data_cost: 0.0009 ips: 54.6060 images/s [03/13 01:12:12] ppdet.engine INFO: Epoch: [97] [440/610] learning_rate: 0.182819 loss_vfl: 1.135417 loss_bbox: 0.531463 loss_dfl: 0.437284 loss: 2.093717 eta: 1 day, 5:19:42 batch_cost: 0.8610 data_cost: 0.0003 ips: 55.7499 images/s [03/13 01:12:32] ppdet.engine INFO: Epoch: [97] [460/610] learning_rate: 0.182783 loss_vfl: 1.150525 loss_bbox: 0.538072 loss_dfl: 0.434087 loss: 2.140629 eta: 1 day, 5:19:25 batch_cost: 0.8709 data_cost: 0.0003 ips: 55.1148 images/s [03/13 01:12:50] ppdet.engine INFO: Epoch: [97] [480/610] learning_rate: 0.182748 loss_vfl: 1.169919 loss_bbox: 0.533202 loss_dfl: 0.445865 loss: 2.164683 eta: 1 day, 5:19:07 batch_cost: 0.8324 data_cost: 0.0009 ips: 57.6628 images/s [03/13 01:13:09] ppdet.engine INFO: Epoch: [97] [500/610] learning_rate: 0.182713 loss_vfl: 1.156553 loss_bbox: 0.555967 loss_dfl: 0.436622 loss: 2.111267 eta: 1 day, 5:18:50 batch_cost: 0.8539 data_cost: 0.0003 ips: 56.2133 images/s [03/13 01:13:29] ppdet.engine INFO: Epoch: [97] [520/610] learning_rate: 0.182678 loss_vfl: 1.178546 loss_bbox: 0.589925 loss_dfl: 0.460479 loss: 2.211257 eta: 1 day, 5:18:35 batch_cost: 0.9015 data_cost: 0.0004 ips: 53.2428 images/s [03/13 01:13:49] ppdet.engine INFO: Epoch: [97] [540/610] learning_rate: 0.182643 loss_vfl: 1.180125 loss_bbox: 0.568546 loss_dfl: 0.443972 loss: 2.191902 eta: 1 day, 5:18:20 batch_cost: 0.9081 data_cost: 0.0003 ips: 52.8589 images/s [03/13 01:14:09] ppdet.engine INFO: Epoch: [97] [560/610] learning_rate: 0.182607 loss_vfl: 1.190179 loss_bbox: 0.609277 loss_dfl: 0.468606 loss: 2.289068 eta: 1 day, 5:18:05 batch_cost: 0.9064 data_cost: 0.0011 ips: 52.9567 images/s [03/13 01:14:28] ppdet.engine INFO: Epoch: [97] [580/610] learning_rate: 0.182572 loss_vfl: 1.140610 loss_bbox: 0.559952 loss_dfl: 0.438046 loss: 2.149257 eta: 1 day, 5:17:48 batch_cost: 0.8510 data_cost: 0.0009 ips: 56.4028 images/s [03/13 01:14:47] ppdet.engine INFO: Epoch: [97] [600/610] learning_rate: 0.182537 loss_vfl: 1.150902 loss_bbox: 0.547767 loss_dfl: 0.444080 loss: 2.124377 eta: 1 day, 5:17:32 batch_cost: 0.8778 data_cost: 0.0004 ips: 54.6801 images/s [03/13 01:15:02] ppdet.engine INFO: Epoch: [98] [ 0/610] learning_rate: 0.182519 loss_vfl: 1.135287 loss_bbox: 0.542927 loss_dfl: 0.437818 loss: 2.112552 eta: 1 day, 5:17:30 batch_cost: 1.0192 data_cost: 0.1632 ips: 47.0935 images/s [03/13 01:15:24] ppdet.engine INFO: Epoch: [98] [ 20/610] learning_rate: 0.182484 loss_vfl: 1.132478 loss_bbox: 0.539304 loss_dfl: 0.441764 loss: 2.132150 eta: 1 day, 5:17:18 batch_cost: 0.9742 data_cost: 0.0003 ips: 49.2693 images/s [03/13 01:15:42] ppdet.engine INFO: Epoch: [98] [ 40/610] learning_rate: 0.182449 loss_vfl: 1.181335 loss_bbox: 0.555898 loss_dfl: 0.443330 loss: 2.161115 eta: 1 day, 5:17:00 batch_cost: 0.8204 data_cost: 0.0010 ips: 58.5093 images/s [03/13 01:16:02] ppdet.engine INFO: Epoch: [98] [ 60/610] learning_rate: 0.182414 loss_vfl: 1.172531 loss_bbox: 0.562855 loss_dfl: 0.442051 loss: 2.153286 eta: 1 day, 5:16:44 batch_cost: 0.8969 data_cost: 0.0003 ips: 53.5161 images/s [03/13 01:16:20] ppdet.engine INFO: Epoch: [98] [ 80/610] learning_rate: 0.182378 loss_vfl: 1.221059 loss_bbox: 0.608028 loss_dfl: 0.476387 loss: 2.322470 eta: 1 day, 5:16:25 batch_cost: 0.8009 data_cost: 0.0003 ips: 59.9355 images/s [03/13 01:16:40] ppdet.engine INFO: Epoch: [98] [100/610] learning_rate: 0.182343 loss_vfl: 1.155696 loss_bbox: 0.553334 loss_dfl: 0.445102 loss: 2.193210 eta: 1 day, 5:16:08 batch_cost: 0.8559 data_cost: 0.0004 ips: 56.0805 images/s [03/13 01:16:58] ppdet.engine INFO: Epoch: [98] [120/610] learning_rate: 0.182308 loss_vfl: 1.200373 loss_bbox: 0.561851 loss_dfl: 0.447312 loss: 2.230587 eta: 1 day, 5:15:50 batch_cost: 0.8469 data_cost: 0.0005 ips: 56.6780 images/s [03/13 01:17:17] ppdet.engine INFO: Epoch: [98] [140/610] learning_rate: 0.182273 loss_vfl: 1.186587 loss_bbox: 0.546565 loss_dfl: 0.438179 loss: 2.184890 eta: 1 day, 5:15:33 batch_cost: 0.8589 data_cost: 0.0003 ips: 55.8863 images/s [03/13 01:17:36] ppdet.engine INFO: Epoch: [98] [160/610] learning_rate: 0.182237 loss_vfl: 1.196484 loss_bbox: 0.559315 loss_dfl: 0.451043 loss: 2.187925 eta: 1 day, 5:15:17 batch_cost: 0.8819 data_cost: 0.0003 ips: 54.4290 images/s [03/13 01:17:56] ppdet.engine INFO: Epoch: [98] [180/610] learning_rate: 0.182202 loss_vfl: 1.164886 loss_bbox: 0.550514 loss_dfl: 0.441425 loss: 2.111195 eta: 1 day, 5:15:02 batch_cost: 0.9014 data_cost: 0.0004 ips: 53.2486 images/s [03/13 01:18:16] ppdet.engine INFO: Epoch: [98] [200/610] learning_rate: 0.182167 loss_vfl: 1.121296 loss_bbox: 0.522607 loss_dfl: 0.410551 loss: 2.040852 eta: 1 day, 5:14:45 batch_cost: 0.8669 data_cost: 0.0010 ips: 55.3681 images/s [03/13 01:18:34] ppdet.engine INFO: Epoch: [98] [220/610] learning_rate: 0.182131 loss_vfl: 1.196549 loss_bbox: 0.613774 loss_dfl: 0.479422 loss: 2.304667 eta: 1 day, 5:14:28 batch_cost: 0.8490 data_cost: 0.0004 ips: 56.5386 images/s [03/13 01:18:52] ppdet.engine INFO: Epoch: [98] [240/610] learning_rate: 0.182096 loss_vfl: 1.081298 loss_bbox: 0.518324 loss_dfl: 0.417709 loss: 2.018384 eta: 1 day, 5:14:09 batch_cost: 0.8183 data_cost: 0.0013 ips: 58.6588 images/s [03/13 01:19:12] ppdet.engine INFO: Epoch: [98] [260/610] learning_rate: 0.182061 loss_vfl: 1.209978 loss_bbox: 0.599570 loss_dfl: 0.459376 loss: 2.280718 eta: 1 day, 5:13:53 batch_cost: 0.8683 data_cost: 0.0010 ips: 55.2781 images/s [03/13 01:19:31] ppdet.engine INFO: Epoch: [98] [280/610] learning_rate: 0.182026 loss_vfl: 1.128800 loss_bbox: 0.535682 loss_dfl: 0.426198 loss: 2.078470 eta: 1 day, 5:13:36 batch_cost: 0.8697 data_cost: 0.0003 ips: 55.1887 images/s [03/13 01:19:50] ppdet.engine INFO: Epoch: [98] [300/610] learning_rate: 0.181990 loss_vfl: 1.129714 loss_bbox: 0.571781 loss_dfl: 0.437229 loss: 2.137767 eta: 1 day, 5:13:18 batch_cost: 0.8395 data_cost: 0.0003 ips: 57.1781 images/s [03/13 01:20:09] ppdet.engine INFO: Epoch: [98] [320/610] learning_rate: 0.181955 loss_vfl: 1.163789 loss_bbox: 0.550987 loss_dfl: 0.421569 loss: 2.124635 eta: 1 day, 5:13:01 batch_cost: 0.8624 data_cost: 0.0010 ips: 55.6601 images/s [03/13 01:20:28] ppdet.engine INFO: Epoch: [98] [340/610] learning_rate: 0.181919 loss_vfl: 1.145720 loss_bbox: 0.554093 loss_dfl: 0.434473 loss: 2.134286 eta: 1 day, 5:12:43 batch_cost: 0.8302 data_cost: 0.0003 ips: 57.8166 images/s [03/13 01:20:47] ppdet.engine INFO: Epoch: [98] [360/610] learning_rate: 0.181884 loss_vfl: 1.189867 loss_bbox: 0.583069 loss_dfl: 0.464952 loss: 2.230212 eta: 1 day, 5:12:26 batch_cost: 0.8416 data_cost: 0.0016 ips: 57.0346 images/s [03/13 01:21:06] ppdet.engine INFO: Epoch: [98] [380/610] learning_rate: 0.181849 loss_vfl: 1.189186 loss_bbox: 0.581841 loss_dfl: 0.447338 loss: 2.233719 eta: 1 day, 5:12:09 batch_cost: 0.8631 data_cost: 0.0003 ips: 55.6147 images/s [03/13 01:21:25] ppdet.engine INFO: Epoch: [98] [400/610] learning_rate: 0.181813 loss_vfl: 1.088141 loss_bbox: 0.512174 loss_dfl: 0.416707 loss: 2.056440 eta: 1 day, 5:11:50 batch_cost: 0.8097 data_cost: 0.0003 ips: 59.2784 images/s [03/13 01:21:44] ppdet.engine INFO: Epoch: [98] [420/610] learning_rate: 0.181778 loss_vfl: 1.196238 loss_bbox: 0.578098 loss_dfl: 0.460769 loss: 2.212137 eta: 1 day, 5:11:33 batch_cost: 0.8685 data_cost: 0.0009 ips: 55.2659 images/s [03/13 01:22:03] ppdet.engine INFO: Epoch: [98] [440/610] learning_rate: 0.181743 loss_vfl: 1.154846 loss_bbox: 0.584413 loss_dfl: 0.451628 loss: 2.186564 eta: 1 day, 5:11:18 batch_cost: 0.8946 data_cost: 0.0010 ips: 53.6525 images/s [03/13 01:22:22] ppdet.engine INFO: Epoch: [98] [460/610] learning_rate: 0.181707 loss_vfl: 1.230304 loss_bbox: 0.603404 loss_dfl: 0.467779 loss: 2.299418 eta: 1 day, 5:11:00 batch_cost: 0.8569 data_cost: 0.0020 ips: 56.0177 images/s [03/13 01:22:41] ppdet.engine INFO: Epoch: [98] [480/610] learning_rate: 0.181672 loss_vfl: 1.221919 loss_bbox: 0.593295 loss_dfl: 0.465418 loss: 2.259052 eta: 1 day, 5:10:44 batch_cost: 0.8664 data_cost: 0.0016 ips: 55.3988 images/s [03/13 01:23:00] ppdet.engine INFO: Epoch: [98] [500/610] learning_rate: 0.181636 loss_vfl: 1.188628 loss_bbox: 0.561963 loss_dfl: 0.446159 loss: 2.205500 eta: 1 day, 5:10:25 batch_cost: 0.8094 data_cost: 0.0013 ips: 59.3060 images/s [03/13 01:23:19] ppdet.engine INFO: Epoch: [98] [520/610] learning_rate: 0.181601 loss_vfl: 1.220195 loss_bbox: 0.602841 loss_dfl: 0.473356 loss: 2.292883 eta: 1 day, 5:10:08 batch_cost: 0.8758 data_cost: 0.0008 ips: 54.8097 images/s [03/13 01:23:39] ppdet.engine INFO: Epoch: [98] [540/610] learning_rate: 0.181566 loss_vfl: 1.175303 loss_bbox: 0.554993 loss_dfl: 0.445668 loss: 2.172429 eta: 1 day, 5:09:53 batch_cost: 0.8941 data_cost: 0.0003 ips: 53.6852 images/s [03/13 01:23:58] ppdet.engine INFO: Epoch: [98] [560/610] learning_rate: 0.181530 loss_vfl: 1.132035 loss_bbox: 0.545862 loss_dfl: 0.436819 loss: 2.118563 eta: 1 day, 5:09:37 batch_cost: 0.8771 data_cost: 0.0009 ips: 54.7243 images/s [03/13 01:24:17] ppdet.engine INFO: Epoch: [98] [580/610] learning_rate: 0.181495 loss_vfl: 1.168198 loss_bbox: 0.557412 loss_dfl: 0.437898 loss: 2.164886 eta: 1 day, 5:09:20 batch_cost: 0.8617 data_cost: 0.0003 ips: 55.7022 images/s [03/13 01:24:36] ppdet.engine INFO: Epoch: [98] [600/610] learning_rate: 0.181459 loss_vfl: 1.259313 loss_bbox: 0.603411 loss_dfl: 0.474590 loss: 2.330135 eta: 1 day, 5:09:03 batch_cost: 0.8680 data_cost: 0.0017 ips: 55.2979 images/s [03/13 01:24:52] ppdet.engine INFO: Epoch: [99] [ 0/610] learning_rate: 0.181442 loss_vfl: 1.173777 loss_bbox: 0.568429 loss_dfl: 0.442137 loss: 2.213952 eta: 1 day, 5:09:04 batch_cost: 1.0954 data_cost: 0.2789 ips: 43.8186 images/s [03/13 01:25:13] ppdet.engine INFO: Epoch: [99] [ 20/610] learning_rate: 0.181406 loss_vfl: 1.219234 loss_bbox: 0.582205 loss_dfl: 0.457656 loss: 2.242944 eta: 1 day, 5:08:51 batch_cost: 0.9662 data_cost: 0.0016 ips: 49.6778 images/s [03/13 01:25:33] ppdet.engine INFO: Epoch: [99] [ 40/610] learning_rate: 0.181371 loss_vfl: 1.135352 loss_bbox: 0.540344 loss_dfl: 0.429021 loss: 2.137501 eta: 1 day, 5:08:36 batch_cost: 0.8950 data_cost: 0.0003 ips: 53.6297 images/s [03/13 01:25:52] ppdet.engine INFO: Epoch: [99] [ 60/610] learning_rate: 0.181335 loss_vfl: 1.140502 loss_bbox: 0.545514 loss_dfl: 0.435714 loss: 2.133794 eta: 1 day, 5:08:18 batch_cost: 0.8399 data_cost: 0.0003 ips: 57.1473 images/s [03/13 01:26:11] ppdet.engine INFO: Epoch: [99] [ 80/610] learning_rate: 0.181300 loss_vfl: 1.176083 loss_bbox: 0.578297 loss_dfl: 0.445346 loss: 2.205671 eta: 1 day, 5:08:02 batch_cost: 0.8725 data_cost: 0.0011 ips: 55.0157 images/s [03/13 01:26:30] ppdet.engine INFO: Epoch: [99] [100/610] learning_rate: 0.181264 loss_vfl: 1.079880 loss_bbox: 0.527360 loss_dfl: 0.420320 loss: 2.043798 eta: 1 day, 5:07:45 batch_cost: 0.8720 data_cost: 0.0003 ips: 55.0435 images/s [03/13 01:26:49] ppdet.engine INFO: Epoch: [99] [120/610] learning_rate: 0.181229 loss_vfl: 1.118235 loss_bbox: 0.537030 loss_dfl: 0.431290 loss: 2.105990 eta: 1 day, 5:07:28 batch_cost: 0.8460 data_cost: 0.0003 ips: 56.7343 images/s [03/13 01:27:09] ppdet.engine INFO: Epoch: [99] [140/610] learning_rate: 0.181193 loss_vfl: 1.180672 loss_bbox: 0.562686 loss_dfl: 0.441183 loss: 2.186116 eta: 1 day, 5:07:12 batch_cost: 0.8964 data_cost: 0.0003 ips: 53.5466 images/s [03/13 01:27:28] ppdet.engine INFO: Epoch: [99] [160/610] learning_rate: 0.181158 loss_vfl: 1.146323 loss_bbox: 0.559965 loss_dfl: 0.438328 loss: 2.130038 eta: 1 day, 5:06:54 batch_cost: 0.8325 data_cost: 0.0005 ips: 57.6588 images/s [03/13 01:27:46] ppdet.engine INFO: Epoch: [99] [180/610] learning_rate: 0.181122 loss_vfl: 1.153788 loss_bbox: 0.582058 loss_dfl: 0.460688 loss: 2.215943 eta: 1 day, 5:06:36 batch_cost: 0.8314 data_cost: 0.0009 ips: 57.7342 images/s [03/13 01:28:04] ppdet.engine INFO: Epoch: [99] [200/610] learning_rate: 0.181087 loss_vfl: 1.138025 loss_bbox: 0.567503 loss_dfl: 0.447916 loss: 2.137251 eta: 1 day, 5:06:16 batch_cost: 0.7959 data_cost: 0.0003 ips: 60.3062 images/s [03/13 01:28:22] ppdet.engine INFO: Epoch: [99] [220/610] learning_rate: 0.181051 loss_vfl: 1.134250 loss_bbox: 0.562756 loss_dfl: 0.447207 loss: 2.125857 eta: 1 day, 5:05:59 batch_cost: 0.8421 data_cost: 0.0003 ips: 57.0037 images/s [03/13 01:28:42] ppdet.engine INFO: Epoch: [99] [240/610] learning_rate: 0.181016 loss_vfl: 1.108690 loss_bbox: 0.526983 loss_dfl: 0.434456 loss: 2.084318 eta: 1 day, 5:05:43 batch_cost: 0.8995 data_cost: 0.0003 ips: 53.3627 images/s [03/13 01:29:01] ppdet.engine INFO: Epoch: [99] [260/610] learning_rate: 0.180980 loss_vfl: 1.229575 loss_bbox: 0.617073 loss_dfl: 0.486416 loss: 2.323096 eta: 1 day, 5:05:25 batch_cost: 0.8208 data_cost: 0.0013 ips: 58.4810 images/s [03/13 01:29:20] ppdet.engine INFO: Epoch: [99] [280/610] learning_rate: 0.180945 loss_vfl: 1.079312 loss_bbox: 0.517213 loss_dfl: 0.411322 loss: 2.004972 eta: 1 day, 5:05:07 batch_cost: 0.8482 data_cost: 0.0003 ips: 56.5915 images/s [03/13 01:29:39] ppdet.engine INFO: Epoch: [99] [300/610] learning_rate: 0.180909 loss_vfl: 1.171950 loss_bbox: 0.550708 loss_dfl: 0.440674 loss: 2.200486 eta: 1 day, 5:04:50 batch_cost: 0.8554 data_cost: 0.0003 ips: 56.1130 images/s [03/13 01:29:58] ppdet.engine INFO: Epoch: [99] [320/610] learning_rate: 0.180873 loss_vfl: 1.153343 loss_bbox: 0.552966 loss_dfl: 0.444549 loss: 2.152389 eta: 1 day, 5:04:33 batch_cost: 0.8510 data_cost: 0.0003 ips: 56.4039 images/s [03/13 01:30:18] ppdet.engine INFO: Epoch: [99] [340/610] learning_rate: 0.180838 loss_vfl: 1.200873 loss_bbox: 0.581159 loss_dfl: 0.467477 loss: 2.237277 eta: 1 day, 5:04:17 batch_cost: 0.8864 data_cost: 0.0025 ips: 54.1506 images/s [03/13 01:30:36] ppdet.engine INFO: Epoch: [99] [360/610] learning_rate: 0.180802 loss_vfl: 1.173016 loss_bbox: 0.579079 loss_dfl: 0.453881 loss: 2.209590 eta: 1 day, 5:03:58 batch_cost: 0.8101 data_cost: 0.0010 ips: 59.2483 images/s [03/13 01:30:55] ppdet.engine INFO: Epoch: [99] [380/610] learning_rate: 0.180767 loss_vfl: 1.182865 loss_bbox: 0.605512 loss_dfl: 0.471570 loss: 2.261404 eta: 1 day, 5:03:40 batch_cost: 0.8292 data_cost: 0.0003 ips: 57.8872 images/s [03/13 01:31:14] ppdet.engine INFO: Epoch: [99] [400/610] learning_rate: 0.180731 loss_vfl: 1.175448 loss_bbox: 0.540660 loss_dfl: 0.432070 loss: 2.166586 eta: 1 day, 5:03:22 batch_cost: 0.8344 data_cost: 0.0003 ips: 57.5253 images/s [03/13 01:31:32] ppdet.engine INFO: Epoch: [99] [420/610] learning_rate: 0.180696 loss_vfl: 1.167721 loss_bbox: 0.567527 loss_dfl: 0.452973 loss: 2.186231 eta: 1 day, 5:03:03 batch_cost: 0.8165 data_cost: 0.0009 ips: 58.7897 images/s [03/13 01:31:52] ppdet.engine INFO: Epoch: [99] [440/610] learning_rate: 0.180660 loss_vfl: 1.203230 loss_bbox: 0.569844 loss_dfl: 0.453216 loss: 2.210849 eta: 1 day, 5:02:46 batch_cost: 0.8591 data_cost: 0.0006 ips: 55.8729 images/s [03/13 01:32:11] ppdet.engine INFO: Epoch: [99] [460/610] learning_rate: 0.180624 loss_vfl: 1.180323 loss_bbox: 0.539813 loss_dfl: 0.436729 loss: 2.141882 eta: 1 day, 5:02:29 batch_cost: 0.8587 data_cost: 0.0003 ips: 55.8994 images/s [03/13 01:32:31] ppdet.engine INFO: Epoch: [99] [480/610] learning_rate: 0.180589 loss_vfl: 1.141338 loss_bbox: 0.544193 loss_dfl: 0.432221 loss: 2.117527 eta: 1 day, 5:02:15 batch_cost: 0.9171 data_cost: 0.0003 ips: 52.3406 images/s [03/13 01:32:50] ppdet.engine INFO: Epoch: [99] [500/610] learning_rate: 0.180553 loss_vfl: 1.140168 loss_bbox: 0.560928 loss_dfl: 0.436129 loss: 2.126549 eta: 1 day, 5:01:59 batch_cost: 0.8964 data_cost: 0.0003 ips: 53.5478 images/s [03/13 01:33:09] ppdet.engine INFO: Epoch: [99] [520/610] learning_rate: 0.180517 loss_vfl: 1.129266 loss_bbox: 0.548252 loss_dfl: 0.425393 loss: 2.088693 eta: 1 day, 5:01:41 batch_cost: 0.8392 data_cost: 0.0003 ips: 57.1991 images/s [03/13 01:33:29] ppdet.engine INFO: Epoch: [99] [540/610] learning_rate: 0.180482 loss_vfl: 1.118024 loss_bbox: 0.534966 loss_dfl: 0.429802 loss: 2.085385 eta: 1 day, 5:01:24 batch_cost: 0.8417 data_cost: 0.0003 ips: 57.0267 images/s [03/13 01:33:49] ppdet.engine INFO: Epoch: [99] [560/610] learning_rate: 0.180446 loss_vfl: 1.133199 loss_bbox: 0.524632 loss_dfl: 0.418570 loss: 2.073515 eta: 1 day, 5:01:09 batch_cost: 0.9310 data_cost: 0.0003 ips: 51.5592 images/s [03/13 01:34:07] ppdet.engine INFO: Epoch: [99] [580/610] learning_rate: 0.180411 loss_vfl: 1.175159 loss_bbox: 0.560347 loss_dfl: 0.447651 loss: 2.178526 eta: 1 day, 5:00:52 batch_cost: 0.8509 data_cost: 0.0010 ips: 56.4085 images/s [03/13 01:34:26] ppdet.engine INFO: Epoch: [99] [600/610] learning_rate: 0.180375 loss_vfl: 1.162493 loss_bbox: 0.559530 loss_dfl: 0.437926 loss: 2.177533 eta: 1 day, 5:00:35 batch_cost: 0.8617 data_cost: 0.0013 ips: 55.7055 images/s [03/13 01:34:36] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_s_416_coco [03/13 01:34:36] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_s_416_coco [03/13 01:34:36] ppdet.engine INFO: Eval iter: 0 [03/13 01:34:53] ppdet.engine INFO: Eval iter: 100 [03/13 01:35:04] ppdet.engine INFO: Eval iter: 200 [03/13 01:35:14] ppdet.engine INFO: Eval iter: 300 [03/13 01:35:25] ppdet.engine INFO: Eval iter: 400 [03/13 01:35:36] ppdet.engine INFO: Eval iter: 500 [03/13 01:35:46] ppdet.engine INFO: Eval iter: 600 [03/13 01:36:03] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json. loading annotations into memory... Done (t=0.98s) creating index... index created! [03/13 01:36:04] ppdet.metrics.coco_utils INFO: Start evaluate... Loading and preparing results... DONE (t=4.90s) creating index... index created! Running per image evaluation... Evaluate annotation type *bbox* DONE (t=95.93s). Accumulating evaluation results... DONE (t=17.53s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.265 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.411 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.279 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.105 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.282 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 ] = 0.256 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.417 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.445 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.181 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.500 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.678 [03/13 01:38:05] ppdet.engine INFO: Total sample number: 4952, averge FPS: 66.86551479050287 [03/13 01:38:05] ppdet.engine INFO: Best test bbox ap is 0.265. [03/13 01:38:05] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_s_416_coco [03/13 01:38:05] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_s_416_coco [03/13 01:38:06] ppdet.engine INFO: Epoch: [100] [ 0/610] learning_rate: 0.180357 loss_vfl: 1.222314 loss_bbox: 0.586700 loss_dfl: 0.474507 loss: 2.283776 eta: 1 day, 5:00:23 batch_cost: 0.7760 data_cost: 0.0004 ips: 61.8563 images/s [03/13 01:38:24] ppdet.engine INFO: Epoch: [100] [ 20/610] learning_rate: 0.180321 loss_vfl: 0.976267 loss_bbox: 0.509228 loss_dfl: 0.443145 loss: 1.927606 eta: 1 day, 5:00:04 batch_cost: 0.8019 data_cost: 0.0003 ips: 59.8598 images/s [03/13 01:38:42] ppdet.engine INFO: Epoch: [100] [ 40/610] learning_rate: 0.180286 loss_vfl: 0.949866 loss_bbox: 0.475313 loss_dfl: 0.429622 loss: 1.833448 eta: 1 day, 4:59:44 batch_cost: 0.7814 data_cost: 0.0003 ips: 61.4250 images/s [03/13 01:39:00] ppdet.engine INFO: Epoch: [100] [ 60/610] learning_rate: 0.180250 loss_vfl: 0.969438 loss_bbox: 0.466226 loss_dfl: 0.429922 loss: 1.902153 eta: 1 day, 4:59:24 batch_cost: 0.7980 data_cost: 0.0015 ips: 60.1467 images/s [03/13 01:39:17] ppdet.engine INFO: Epoch: [100] [ 80/610] learning_rate: 0.180214 loss_vfl: 0.968544 loss_bbox: 0.466629 loss_dfl: 0.426256 loss: 1.842387 eta: 1 day, 4:59:04 batch_cost: 0.7711 data_cost: 0.0008 ips: 62.2469 images/s [03/13 01:39:35] ppdet.engine INFO: Epoch: [100] [100/610] learning_rate: 0.180179 loss_vfl: 0.984552 loss_bbox: 0.463069 loss_dfl: 0.405950 loss: 1.832314 eta: 1 day, 4:58:43 batch_cost: 0.7739 data_cost: 0.0009 ips: 62.0256 images/s [03/13 01:39:52] ppdet.engine INFO: Epoch: [100] [120/610] learning_rate: 0.180143 loss_vfl: 0.906317 loss_bbox: 0.450316 loss_dfl: 0.410693 loss: 1.750691 eta: 1 day, 4:58:23 batch_cost: 0.7864 data_cost: 0.0003 ips: 61.0396 images/s [03/13 01:40:10] ppdet.engine INFO: Epoch: [100] [140/610] learning_rate: 0.180107 loss_vfl: 0.996221 loss_bbox: 0.466091 loss_dfl: 0.439873 loss: 1.892913 eta: 1 day, 4:58:04 batch_cost: 0.8028 data_cost: 0.0003 ips: 59.7929 images/s [03/13 01:40:28] ppdet.engine INFO: Epoch: [100] [160/610] learning_rate: 0.180071 loss_vfl: 0.936979 loss_bbox: 0.456753 loss_dfl: 0.421895 loss: 1.836292 eta: 1 day, 4:57:44 batch_cost: 0.7662 data_cost: 0.0003 ips: 62.6428 images/s [03/13 01:40:45] ppdet.engine INFO: Epoch: [100] [180/610] learning_rate: 0.180036 loss_vfl: 0.985634 loss_bbox: 0.464969 loss_dfl: 0.424083 loss: 1.860254 eta: 1 day, 4:57:22 batch_cost: 0.7571 data_cost: 0.0010 ips: 63.3994 images/s [03/13 01:41:03] ppdet.engine INFO: Epoch: [100] [200/610] learning_rate: 0.180000 loss_vfl: 0.938389 loss_bbox: 0.439079 loss_dfl: 0.409864 loss: 1.775799 eta: 1 day, 4:57:01 batch_cost: 0.7358 data_cost: 0.0003 ips: 65.2309 images/s [03/13 01:41:20] ppdet.engine INFO: Epoch: [100] [220/610] learning_rate: 0.179964 loss_vfl: 0.965660 loss_bbox: 0.441572 loss_dfl: 0.414946 loss: 1.824511 eta: 1 day, 4:56:42 batch_cost: 0.8147 data_cost: 0.0003 ips: 58.9166 images/s [03/13 01:41:38] ppdet.engine INFO: Epoch: [100] [240/610] learning_rate: 0.179929 loss_vfl: 0.964703 loss_bbox: 0.459391 loss_dfl: 0.428552 loss: 1.862530 eta: 1 day, 4:56:22 batch_cost: 0.7864 data_cost: 0.0003 ips: 61.0411 images/s [03/13 01:41:56] ppdet.engine INFO: Epoch: [100] [260/610] learning_rate: 0.179893 loss_vfl: 0.958568 loss_bbox: 0.467859 loss_dfl: 0.423687 loss: 1.841108 eta: 1 day, 4:56:00 batch_cost: 0.7425 data_cost: 0.0003 ips: 64.6443 images/s [03/13 01:42:14] ppdet.engine INFO: Epoch: [100] [280/610] learning_rate: 0.179857 loss_vfl: 0.978438 loss_bbox: 0.464007 loss_dfl: 0.425116 loss: 1.881910 eta: 1 day, 4:55:40 batch_cost: 0.7732 data_cost: 0.0010 ips: 62.0763 images/s [03/13 01:42:32] ppdet.engine INFO: Epoch: [100] [300/610] learning_rate: 0.179821 loss_vfl: 0.985858 loss_bbox: 0.443039 loss_dfl: 0.421599 loss: 1.832893 eta: 1 day, 4:55:22 batch_cost: 0.8221 data_cost: 0.0003 ips: 58.3842 images/s [03/13 01:42:51] ppdet.engine INFO: Epoch: [100] [320/610] learning_rate: 0.179785 loss_vfl: 0.945686 loss_bbox: 0.457581 loss_dfl: 0.407098 loss: 1.770973 eta: 1 day, 4:55:04 batch_cost: 0.8348 data_cost: 0.0003 ips: 57.4961 images/s [03/13 01:43:09] ppdet.engine INFO: Epoch: [100] [340/610] learning_rate: 0.179750 loss_vfl: 1.063357 loss_bbox: 0.502735 loss_dfl: 0.452719 loss: 2.029108 eta: 1 day, 4:54:45 batch_cost: 0.8203 data_cost: 0.0035 ips: 58.5181 images/s [03/13 01:43:28] ppdet.engine INFO: Epoch: [100] [360/610] learning_rate: 0.179714 loss_vfl: 0.989779 loss_bbox: 0.443419 loss_dfl: 0.421052 loss: 1.860019 eta: 1 day, 4:54:28 batch_cost: 0.8571 data_cost: 0.0003 ips: 56.0047 images/s [03/13 01:43:45] ppdet.engine INFO: Epoch: [100] [380/610] learning_rate: 0.179678 loss_vfl: 0.976149 loss_bbox: 0.445667 loss_dfl: 0.419993 loss: 1.855206 eta: 1 day, 4:54:07 batch_cost: 0.7606 data_cost: 0.0010 ips: 63.1071 images/s [03/13 01:44:03] ppdet.engine INFO: Epoch: [100] [400/610] learning_rate: 0.179642 loss_vfl: 0.935660 loss_bbox: 0.435521 loss_dfl: 0.408528 loss: 1.785617 eta: 1 day, 4:53:48 batch_cost: 0.8016 data_cost: 0.0004 ips: 59.8825 images/s [03/13 01:44:21] ppdet.engine INFO: Epoch: [100] [420/610] learning_rate: 0.179606 loss_vfl: 0.953177 loss_bbox: 0.441817 loss_dfl: 0.409552 loss: 1.791686 eta: 1 day, 4:53:29 batch_cost: 0.8082 data_cost: 0.0007 ips: 59.3894 images/s [03/13 01:44:39] ppdet.engine INFO: Epoch: [100] [440/610] learning_rate: 0.179571 loss_vfl: 1.005771 loss_bbox: 0.456277 loss_dfl: 0.428476 loss: 1.888861 eta: 1 day, 4:53:09 batch_cost: 0.7884 data_cost: 0.0003 ips: 60.8830 images/s [03/13 01:44:56] ppdet.engine INFO: Epoch: [100] [460/610] learning_rate: 0.179535 loss_vfl: 0.981927 loss_bbox: 0.440962 loss_dfl: 0.425702 loss: 1.841264 eta: 1 day, 4:52:49 batch_cost: 0.7751 data_cost: 0.0003 ips: 61.9303 images/s [03/13 01:45:14] ppdet.engine INFO: Epoch: [100] [480/610] learning_rate: 0.179499 loss_vfl: 0.906198 loss_bbox: 0.419760 loss_dfl: 0.394925 loss: 1.754359 eta: 1 day, 4:52:28 batch_cost: 0.7697 data_cost: 0.0010 ips: 62.3616 images/s [03/13 01:45:31] ppdet.engine INFO: Epoch: [100] [500/610] learning_rate: 0.179463 loss_vfl: 0.979143 loss_bbox: 0.457340 loss_dfl: 0.422397 loss: 1.868834 eta: 1 day, 4:52:08 batch_cost: 0.7650 data_cost: 0.0009 ips: 62.7416 images/s [03/13 01:45:49] ppdet.engine INFO: Epoch: [100] [520/610] learning_rate: 0.179427 loss_vfl: 0.959227 loss_bbox: 0.456517 loss_dfl: 0.429196 loss: 1.841031 eta: 1 day, 4:51:47 batch_cost: 0.7739 data_cost: 0.0016 ips: 62.0261 images/s [03/13 01:46:07] ppdet.engine INFO: Epoch: [100] [540/610] learning_rate: 0.179391 loss_vfl: 0.982321 loss_bbox: 0.447803 loss_dfl: 0.414990 loss: 1.826192 eta: 1 day, 4:51:28 batch_cost: 0.8070 data_cost: 0.0003 ips: 59.4798 images/s [03/13 01:46:25] ppdet.engine INFO: Epoch: [100] [560/610] learning_rate: 0.179356 loss_vfl: 0.998094 loss_bbox: 0.461281 loss_dfl: 0.426987 loss: 1.856599 eta: 1 day, 4:51:09 batch_cost: 0.7976 data_cost: 0.0012 ips: 60.1840 images/s [03/13 01:46:43] ppdet.engine INFO: Epoch: [100] [580/610] learning_rate: 0.179320 loss_vfl: 0.973665 loss_bbox: 0.447911 loss_dfl: 0.416047 loss: 1.830037 eta: 1 day, 4:50:52 batch_cost: 0.8454 data_cost: 0.0016 ips: 56.7790 images/s [03/13 01:47:00] ppdet.engine INFO: Epoch: [100] [600/610] learning_rate: 0.179284 loss_vfl: 0.957618 loss_bbox: 0.438278 loss_dfl: 0.408977 loss: 1.803351 eta: 1 day, 4:50:31 batch_cost: 0.7750 data_cost: 0.0011 ips: 61.9355 images/s [03/13 01:47:15] ppdet.engine INFO: Epoch: [101] [ 0/610] learning_rate: 0.179266 loss_vfl: 0.953536 loss_bbox: 0.450910 loss_dfl: 0.417593 loss: 1.813095 eta: 1 day, 4:50:31 batch_cost: 1.0351 data_cost: 0.2728 ips: 46.3742 images/s [03/13 01:47:35] ppdet.engine INFO: Epoch: [101] [ 20/610] learning_rate: 0.179230 loss_vfl: 0.970195 loss_bbox: 0.453454 loss_dfl: 0.411226 loss: 1.831722 eta: 1 day, 4:50:16 batch_cost: 0.9022 data_cost: 0.0003 ips: 53.2040 images/s [03/13 01:47:53] ppdet.engine INFO: Epoch: [101] [ 40/610] learning_rate: 0.179194 loss_vfl: 0.977145 loss_bbox: 0.437042 loss_dfl: 0.412455 loss: 1.833041 eta: 1 day, 4:49:54 batch_cost: 0.7432 data_cost: 0.0004 ips: 64.5882 images/s [03/13 01:48:11] ppdet.engine INFO: Epoch: [101] [ 60/610] learning_rate: 0.179158 loss_vfl: 0.975014 loss_bbox: 0.441069 loss_dfl: 0.415782 loss: 1.807044 eta: 1 day, 4:49:35 batch_cost: 0.7993 data_cost: 0.0018 ips: 60.0548 images/s [03/13 01:48:29] ppdet.engine INFO: Epoch: [101] [ 80/610] learning_rate: 0.179122 loss_vfl: 0.959602 loss_bbox: 0.454726 loss_dfl: 0.415010 loss: 1.838500 eta: 1 day, 4:49:15 batch_cost: 0.7859 data_cost: 0.0019 ips: 61.0796 images/s [03/13 01:48:47] ppdet.engine INFO: Epoch: [101] [100/610] learning_rate: 0.179086 loss_vfl: 0.977905 loss_bbox: 0.451328 loss_dfl: 0.420605 loss: 1.846444 eta: 1 day, 4:48:56 batch_cost: 0.8052 data_cost: 0.0005 ips: 59.6116 images/s [03/13 01:49:05] ppdet.engine INFO: Epoch: [101] [120/610] learning_rate: 0.179050 loss_vfl: 0.967746 loss_bbox: 0.454254 loss_dfl: 0.406985 loss: 1.829034 eta: 1 day, 4:48:37 batch_cost: 0.8055 data_cost: 0.0005 ips: 59.5888 images/s [03/13 01:49:23] ppdet.engine INFO: Epoch: [101] [140/610] learning_rate: 0.179014 loss_vfl: 0.950116 loss_bbox: 0.442287 loss_dfl: 0.418390 loss: 1.791512 eta: 1 day, 4:48:18 batch_cost: 0.8076 data_cost: 0.0015 ips: 59.4358 images/s [03/13 01:49:40] ppdet.engine INFO: Epoch: [101] [160/610] learning_rate: 0.178979 loss_vfl: 0.960936 loss_bbox: 0.433025 loss_dfl: 0.419750 loss: 1.808499 eta: 1 day, 4:47:56 batch_cost: 0.7366 data_cost: 0.0005 ips: 65.1680 images/s [03/13 01:49:57] ppdet.engine INFO: Epoch: [101] [180/610] learning_rate: 0.178943 loss_vfl: 0.952846 loss_bbox: 0.434918 loss_dfl: 0.415424 loss: 1.826019 eta: 1 day, 4:47:35 batch_cost: 0.7554 data_cost: 0.0014 ips: 63.5446 images/s [03/13 01:50:15] ppdet.engine INFO: Epoch: [101] [200/610] learning_rate: 0.178907 loss_vfl: 0.967516 loss_bbox: 0.434630 loss_dfl: 0.416153 loss: 1.814309 eta: 1 day, 4:47:16 batch_cost: 0.8022 data_cost: 0.0004 ips: 59.8331 images/s [03/13 01:50:32] ppdet.engine INFO: Epoch: [101] [220/610] learning_rate: 0.178871 loss_vfl: 0.975506 loss_bbox: 0.445382 loss_dfl: 0.421798 loss: 1.863726 eta: 1 day, 4:46:55 batch_cost: 0.7586 data_cost: 0.0009 ips: 63.2768 images/s [03/13 01:50:50] ppdet.engine INFO: Epoch: [101] [240/610] learning_rate: 0.178835 loss_vfl: 0.950045 loss_bbox: 0.442788 loss_dfl: 0.413925 loss: 1.790957 eta: 1 day, 4:46:36 batch_cost: 0.7958 data_cost: 0.0010 ips: 60.3193 images/s [03/13 01:51:08] ppdet.engine INFO: Epoch: [101] [260/610] learning_rate: 0.178799 loss_vfl: 0.940786 loss_bbox: 0.424057 loss_dfl: 0.396772 loss: 1.772569 eta: 1 day, 4:46:16 batch_cost: 0.7921 data_cost: 0.0004 ips: 60.6010 images/s [03/13 01:51:26] ppdet.engine INFO: Epoch: [101] [280/610] learning_rate: 0.178763 loss_vfl: 0.983149 loss_bbox: 0.447621 loss_dfl: 0.413715 loss: 1.856055 eta: 1 day, 4:45:57 batch_cost: 0.7994 data_cost: 0.0004 ips: 60.0473 images/s [03/13 01:51:44] ppdet.engine INFO: Epoch: [101] [300/610] learning_rate: 0.178727 loss_vfl: 0.957365 loss_bbox: 0.439295 loss_dfl: 0.402120 loss: 1.790211 eta: 1 day, 4:45:39 batch_cost: 0.8266 data_cost: 0.0004 ips: 58.0695 images/s [03/13 01:52:02] ppdet.engine INFO: Epoch: [101] [320/610] learning_rate: 0.178691 loss_vfl: 0.997909 loss_bbox: 0.473833 loss_dfl: 0.431913 loss: 1.879076 eta: 1 day, 4:45:19 batch_cost: 0.7998 data_cost: 0.0004 ips: 60.0181 images/s [03/13 01:52:20] ppdet.engine INFO: Epoch: [101] [340/610] learning_rate: 0.178655 loss_vfl: 1.001686 loss_bbox: 0.457199 loss_dfl: 0.431715 loss: 1.891652 eta: 1 day, 4:45:01 batch_cost: 0.8199 data_cost: 0.0009 ips: 58.5468 images/s [03/13 01:52:37] ppdet.engine INFO: Epoch: [101] [360/610] learning_rate: 0.178619 loss_vfl: 1.055168 loss_bbox: 0.479077 loss_dfl: 0.451734 loss: 1.965667 eta: 1 day, 4:44:40 batch_cost: 0.7577 data_cost: 0.0010 ips: 63.3524 images/s [03/13 01:52:55] ppdet.engine INFO: Epoch: [101] [380/610] learning_rate: 0.178583 loss_vfl: 0.964724 loss_bbox: 0.442590 loss_dfl: 0.405595 loss: 1.803552 eta: 1 day, 4:44:20 batch_cost: 0.7894 data_cost: 0.0003 ips: 60.8050 images/s [03/13 01:53:13] ppdet.engine INFO: Epoch: [101] [400/610] learning_rate: 0.178547 loss_vfl: 0.948312 loss_bbox: 0.421905 loss_dfl: 0.404516 loss: 1.767274 eta: 1 day, 4:44:01 batch_cost: 0.7943 data_cost: 0.0003 ips: 60.4300 images/s [03/13 01:53:31] ppdet.engine INFO: Epoch: [101] [420/610] learning_rate: 0.178511 loss_vfl: 1.055296 loss_bbox: 0.512187 loss_dfl: 0.461833 loss: 2.040221 eta: 1 day, 4:43:42 batch_cost: 0.8147 data_cost: 0.0003 ips: 58.9180 images/s [03/13 01:53:49] ppdet.engine INFO: Epoch: [101] [440/610] learning_rate: 0.178475 loss_vfl: 0.987112 loss_bbox: 0.447264 loss_dfl: 0.413407 loss: 1.842633 eta: 1 day, 4:43:22 batch_cost: 0.7726 data_cost: 0.0003 ips: 62.1319 images/s [03/13 01:54:06] ppdet.engine INFO: Epoch: [101] [460/610] learning_rate: 0.178439 loss_vfl: 1.008181 loss_bbox: 0.463993 loss_dfl: 0.438522 loss: 1.915690 eta: 1 day, 4:43:02 batch_cost: 0.7855 data_cost: 0.0009 ips: 61.1074 images/s [03/13 01:54:24] ppdet.engine INFO: Epoch: [101] [480/610] learning_rate: 0.178403 loss_vfl: 1.030915 loss_bbox: 0.468560 loss_dfl: 0.433127 loss: 1.918513 eta: 1 day, 4:42:41 batch_cost: 0.7630 data_cost: 0.0018 ips: 62.9064 images/s [03/13 01:54:43] ppdet.engine INFO: Epoch: [101] [500/610] learning_rate: 0.178367 loss_vfl: 0.994423 loss_bbox: 0.436348 loss_dfl: 0.413992 loss: 1.838180 eta: 1 day, 4:42:22 batch_cost: 0.8060 data_cost: 0.0010 ips: 59.5498 images/s [03/13 01:55:01] ppdet.engine INFO: Epoch: [101] [520/610] learning_rate: 0.178330 loss_vfl: 0.970520 loss_bbox: 0.457362 loss_dfl: 0.421618 loss: 1.848891 eta: 1 day, 4:42:04 batch_cost: 0.8126 data_cost: 0.0003 ips: 59.0672 images/s [03/13 01:55:18] ppdet.engine INFO: Epoch: [101] [540/610] learning_rate: 0.178294 loss_vfl: 1.007973 loss_bbox: 0.466384 loss_dfl: 0.432083 loss: 1.902804 eta: 1 day, 4:41:43 batch_cost: 0.7754 data_cost: 0.0020 ips: 61.9066 images/s [03/13 01:55:36] ppdet.engine INFO: Epoch: [101] [560/610] learning_rate: 0.178258 loss_vfl: 0.975115 loss_bbox: 0.437438 loss_dfl: 0.416205 loss: 1.813834 eta: 1 day, 4:41:24 batch_cost: 0.7980 data_cost: 0.0022 ips: 60.1483 images/s [03/13 01:55:54] ppdet.engine INFO: Epoch: [101] [580/610] learning_rate: 0.178222 loss_vfl: 1.046016 loss_bbox: 0.463545 loss_dfl: 0.446602 loss: 1.952675 eta: 1 day, 4:41:04 batch_cost: 0.7666 data_cost: 0.0004 ips: 62.6116 images/s [03/13 01:56:12] ppdet.engine INFO: Epoch: [101] [600/610] learning_rate: 0.178186 loss_vfl: 0.974660 loss_bbox: 0.439020 loss_dfl: 0.405862 loss: 1.809953 eta: 1 day, 4:40:44 batch_cost: 0.7848 data_cost: 0.0004 ips: 61.1582 images/s [03/13 01:56:27] ppdet.engine INFO: Epoch: [102] [ 0/610] learning_rate: 0.178168 loss_vfl: 0.999430 loss_bbox: 0.473114 loss_dfl: 0.423420 loss: 1.904750 eta: 1 day, 4:40:44 batch_cost: 1.0529 data_cost: 0.2616 ips: 45.5890 images/s [03/13 01:56:47] ppdet.engine INFO: Epoch: [102] [ 20/610] learning_rate: 0.178132 loss_vfl: 0.996723 loss_bbox: 0.444225 loss_dfl: 0.420689 loss: 1.854454 eta: 1 day, 4:40:28 batch_cost: 0.8910 data_cost: 0.0003 ips: 53.8720 images/s [03/13 01:57:05] ppdet.engine INFO: Epoch: [102] [ 40/610] learning_rate: 0.178096 loss_vfl: 1.016128 loss_bbox: 0.462358 loss_dfl: 0.413772 loss: 1.898560 eta: 1 day, 4:40:10 batch_cost: 0.8290 data_cost: 0.0010 ips: 57.9033 images/s [03/13 01:57:24] ppdet.engine INFO: Epoch: [102] [ 60/610] learning_rate: 0.178060 loss_vfl: 1.017018 loss_bbox: 0.464990 loss_dfl: 0.429032 loss: 1.895757 eta: 1 day, 4:39:52 batch_cost: 0.8232 data_cost: 0.0011 ips: 58.3125 images/s [03/13 01:57:42] ppdet.engine INFO: Epoch: [102] [ 80/610] learning_rate: 0.178024 loss_vfl: 0.953463 loss_bbox: 0.428119 loss_dfl: 0.398700 loss: 1.784944 eta: 1 day, 4:39:33 batch_cost: 0.8136 data_cost: 0.0011 ips: 58.9960 images/s [03/13 01:58:00] ppdet.engine INFO: Epoch: [102] [100/610] learning_rate: 0.177988 loss_vfl: 0.931199 loss_bbox: 0.413369 loss_dfl: 0.394098 loss: 1.749880 eta: 1 day, 4:39:13 batch_cost: 0.7821 data_cost: 0.0004 ips: 61.3714 images/s [03/13 01:58:18] ppdet.engine INFO: Epoch: [102] [120/610] learning_rate: 0.177951 loss_vfl: 0.960038 loss_bbox: 0.441753 loss_dfl: 0.411131 loss: 1.785501 eta: 1 day, 4:38:54 batch_cost: 0.7990 data_cost: 0.0003 ips: 60.0777 images/s [03/13 01:58:35] ppdet.engine INFO: Epoch: [102] [140/610] learning_rate: 0.177915 loss_vfl: 1.001780 loss_bbox: 0.447792 loss_dfl: 0.422713 loss: 1.887766 eta: 1 day, 4:38:34 batch_cost: 0.7706 data_cost: 0.0003 ips: 62.2906 images/s [03/13 01:58:54] ppdet.engine INFO: Epoch: [102] [160/610] learning_rate: 0.177879 loss_vfl: 0.972535 loss_bbox: 0.422581 loss_dfl: 0.410262 loss: 1.830365 eta: 1 day, 4:38:16 batch_cost: 0.8421 data_cost: 0.0003 ips: 57.0014 images/s [03/13 01:59:12] ppdet.engine INFO: Epoch: [102] [180/610] learning_rate: 0.177843 loss_vfl: 0.976790 loss_bbox: 0.435697 loss_dfl: 0.417657 loss: 1.816944 eta: 1 day, 4:37:57 batch_cost: 0.8071 data_cost: 0.0015 ips: 59.4751 images/s [03/13 01:59:30] ppdet.engine INFO: Epoch: [102] [200/610] learning_rate: 0.177807 loss_vfl: 1.004272 loss_bbox: 0.449737 loss_dfl: 0.425377 loss: 1.859704 eta: 1 day, 4:37:39 batch_cost: 0.8162 data_cost: 0.0003 ips: 58.8077 images/s [03/13 01:59:48] ppdet.engine INFO: Epoch: [102] [220/610] learning_rate: 0.177771 loss_vfl: 0.979433 loss_bbox: 0.452725 loss_dfl: 0.428682 loss: 1.857561 eta: 1 day, 4:37:18 batch_cost: 0.7746 data_cost: 0.0003 ips: 61.9648 images/s [03/13 02:00:06] ppdet.engine INFO: Epoch: [102] [240/610] learning_rate: 0.177734 loss_vfl: 0.948161 loss_bbox: 0.438455 loss_dfl: 0.408183 loss: 1.796187 eta: 1 day, 4:36:58 batch_cost: 0.7735 data_cost: 0.0016 ips: 62.0592 images/s [03/13 02:00:25] ppdet.engine INFO: Epoch: [102] [260/610] learning_rate: 0.177698 loss_vfl: 0.946452 loss_bbox: 0.418195 loss_dfl: 0.396145 loss: 1.758434 eta: 1 day, 4:36:41 batch_cost: 0.8482 data_cost: 0.0003 ips: 56.5898 images/s [03/13 02:00:43] ppdet.engine INFO: Epoch: [102] [280/610] learning_rate: 0.177662 loss_vfl: 0.979810 loss_bbox: 0.455116 loss_dfl: 0.423065 loss: 1.866096 eta: 1 day, 4:36:23 batch_cost: 0.8252 data_cost: 0.0003 ips: 58.1689 images/s [03/13 02:01:01] ppdet.engine INFO: Epoch: [102] [300/610] learning_rate: 0.177626 loss_vfl: 0.943205 loss_bbox: 0.436720 loss_dfl: 0.413181 loss: 1.770360 eta: 1 day, 4:36:03 batch_cost: 0.7825 data_cost: 0.0003 ips: 61.3423 images/s [03/13 02:01:19] ppdet.engine INFO: Epoch: [102] [320/610] learning_rate: 0.177590 loss_vfl: 1.001545 loss_bbox: 0.439441 loss_dfl: 0.424876 loss: 1.863418 eta: 1 day, 4:35:44 batch_cost: 0.7993 data_cost: 0.0011 ips: 60.0525 images/s [03/13 02:01:36] ppdet.engine INFO: Epoch: [102] [340/610] learning_rate: 0.177554 loss_vfl: 1.046293 loss_bbox: 0.498226 loss_dfl: 0.467120 loss: 2.048054 eta: 1 day, 4:35:23 batch_cost: 0.7755 data_cost: 0.0003 ips: 61.8987 images/s [03/13 02:01:55] ppdet.engine INFO: Epoch: [102] [360/610] learning_rate: 0.177517 loss_vfl: 0.961656 loss_bbox: 0.418070 loss_dfl: 0.398528 loss: 1.787837 eta: 1 day, 4:35:06 batch_cost: 0.8447 data_cost: 0.0012 ips: 56.8249 images/s [03/13 02:02:13] ppdet.engine INFO: Epoch: [102] [380/610] learning_rate: 0.177481 loss_vfl: 0.986527 loss_bbox: 0.462846 loss_dfl: 0.430335 loss: 1.882798 eta: 1 day, 4:34:48 batch_cost: 0.8398 data_cost: 0.0009 ips: 57.1577 images/s [03/13 02:02:31] ppdet.engine INFO: Epoch: [102] [400/610] learning_rate: 0.177445 loss_vfl: 1.011143 loss_bbox: 0.466693 loss_dfl: 0.411705 loss: 1.894151 eta: 1 day, 4:34:28 batch_cost: 0.7655 data_cost: 0.0003 ips: 62.7080 images/s [03/13 02:02:49] ppdet.engine INFO: Epoch: [102] [420/610] learning_rate: 0.177409 loss_vfl: 0.932684 loss_bbox: 0.434322 loss_dfl: 0.405823 loss: 1.762564 eta: 1 day, 4:34:08 batch_cost: 0.7869 data_cost: 0.0003 ips: 60.9964 images/s [03/13 02:03:06] ppdet.engine INFO: Epoch: [102] [440/610] learning_rate: 0.177372 loss_vfl: 0.924362 loss_bbox: 0.439494 loss_dfl: 0.404542 loss: 1.768046 eta: 1 day, 4:33:48 batch_cost: 0.7736 data_cost: 0.0003 ips: 62.0468 images/s [03/13 02:03:24] ppdet.engine INFO: Epoch: [102] [460/610] learning_rate: 0.177336 loss_vfl: 0.972018 loss_bbox: 0.430931 loss_dfl: 0.399358 loss: 1.799664 eta: 1 day, 4:33:29 batch_cost: 0.8023 data_cost: 0.0048 ips: 59.8307 images/s [03/13 02:03:42] ppdet.engine INFO: Epoch: [102] [480/610] learning_rate: 0.177300 loss_vfl: 0.998966 loss_bbox: 0.457077 loss_dfl: 0.422594 loss: 1.899550 eta: 1 day, 4:33:11 batch_cost: 0.8273 data_cost: 0.0008 ips: 58.0187 images/s [03/13 02:04:00] ppdet.engine INFO: Epoch: [102] [500/610] learning_rate: 0.177264 loss_vfl: 0.923695 loss_bbox: 0.407494 loss_dfl: 0.385707 loss: 1.730775 eta: 1 day, 4:32:51 batch_cost: 0.7777 data_cost: 0.0019 ips: 61.7236 images/s [03/13 02:04:17] ppdet.engine INFO: Epoch: [102] [520/610] learning_rate: 0.177227 loss_vfl: 0.983837 loss_bbox: 0.454629 loss_dfl: 0.406682 loss: 1.829521 eta: 1 day, 4:32:31 batch_cost: 0.7798 data_cost: 0.0010 ips: 61.5572 images/s [03/13 02:04:36] ppdet.engine INFO: Epoch: [102] [540/610] learning_rate: 0.177191 loss_vfl: 0.970548 loss_bbox: 0.442530 loss_dfl: 0.410990 loss: 1.826027 eta: 1 day, 4:32:13 batch_cost: 0.8457 data_cost: 0.0013 ips: 56.7585 images/s [03/13 02:04:53] ppdet.engine INFO: Epoch: [102] [560/610] learning_rate: 0.177155 loss_vfl: 0.963910 loss_bbox: 0.435471 loss_dfl: 0.406137 loss: 1.787396 eta: 1 day, 4:31:52 batch_cost: 0.7570 data_cost: 0.0003 ips: 63.4122 images/s [03/13 02:05:11] ppdet.engine INFO: Epoch: [102] [580/610] learning_rate: 0.177118 loss_vfl: 0.981485 loss_bbox: 0.456965 loss_dfl: 0.426730 loss: 1.849193 eta: 1 day, 4:31:33 batch_cost: 0.7884 data_cost: 0.0012 ips: 60.8862 images/s [03/13 02:05:29] ppdet.engine INFO: Epoch: [102] [600/610] learning_rate: 0.177082 loss_vfl: 1.005190 loss_bbox: 0.432500 loss_dfl: 0.415434 loss: 1.866449 eta: 1 day, 4:31:16 batch_cost: 0.8521 data_cost: 0.0010 ips: 56.3323 images/s [03/13 02:05:43] ppdet.engine INFO: Epoch: [103] [ 0/610] learning_rate: 0.177064 loss_vfl: 1.002317 loss_bbox: 0.453870 loss_dfl: 0.426274 loss: 1.884021 eta: 1 day, 4:31:12 batch_cost: 0.9711 data_cost: 0.1956 ips: 49.4273 images/s [03/13 02:06:04] ppdet.engine INFO: Epoch: [103] [ 20/610] learning_rate: 0.177028 loss_vfl: 0.983883 loss_bbox: 0.465396 loss_dfl: 0.417400 loss: 1.851295 eta: 1 day, 4:30:59 batch_cost: 0.9542 data_cost: 0.0003 ips: 50.3052 images/s [03/13 02:06:21] ppdet.engine INFO: Epoch: [103] [ 40/610] learning_rate: 0.176991 loss_vfl: 0.959771 loss_bbox: 0.462568 loss_dfl: 0.426603 loss: 1.841324 eta: 1 day, 4:30:39 batch_cost: 0.7980 data_cost: 0.0003 ips: 60.1527 images/s [03/13 02:06:39] ppdet.engine INFO: Epoch: [103] [ 60/610] learning_rate: 0.176955 loss_vfl: 0.975878 loss_bbox: 0.440069 loss_dfl: 0.417687 loss: 1.863785 eta: 1 day, 4:30:20 batch_cost: 0.7825 data_cost: 0.0003 ips: 61.3410 images/s [03/13 02:06:58] ppdet.engine INFO: Epoch: [103] [ 80/610] learning_rate: 0.176919 loss_vfl: 0.987321 loss_bbox: 0.442836 loss_dfl: 0.417659 loss: 1.862122 eta: 1 day, 4:30:02 batch_cost: 0.8413 data_cost: 0.0009 ips: 57.0546 images/s [03/13 02:07:15] ppdet.engine INFO: Epoch: [103] [100/610] learning_rate: 0.176882 loss_vfl: 0.951038 loss_bbox: 0.430920 loss_dfl: 0.415974 loss: 1.828406 eta: 1 day, 4:29:43 batch_cost: 0.8052 data_cost: 0.0003 ips: 59.6131 images/s [03/13 02:07:33] ppdet.engine INFO: Epoch: [103] [120/610] learning_rate: 0.176846 loss_vfl: 1.008969 loss_bbox: 0.459138 loss_dfl: 0.434244 loss: 1.920222 eta: 1 day, 4:29:24 batch_cost: 0.7974 data_cost: 0.0009 ips: 60.1960 images/s [03/13 02:07:51] ppdet.engine INFO: Epoch: [103] [140/610] learning_rate: 0.176810 loss_vfl: 0.936673 loss_bbox: 0.434844 loss_dfl: 0.415449 loss: 1.776206 eta: 1 day, 4:29:05 batch_cost: 0.8153 data_cost: 0.0016 ips: 58.8722 images/s [03/13 02:08:09] ppdet.engine INFO: Epoch: [103] [160/610] learning_rate: 0.176773 loss_vfl: 1.003759 loss_bbox: 0.447947 loss_dfl: 0.419675 loss: 1.878401 eta: 1 day, 4:28:44 batch_cost: 0.7508 data_cost: 0.0003 ips: 63.9317 images/s [03/13 02:08:26] ppdet.engine INFO: Epoch: [103] [180/610] learning_rate: 0.176737 loss_vfl: 0.987855 loss_bbox: 0.424179 loss_dfl: 0.408165 loss: 1.825063 eta: 1 day, 4:28:24 batch_cost: 0.7676 data_cost: 0.0003 ips: 62.5338 images/s [03/13 02:08:44] ppdet.engine INFO: Epoch: [103] [200/610] learning_rate: 0.176701 loss_vfl: 1.010075 loss_bbox: 0.467498 loss_dfl: 0.433829 loss: 1.901092 eta: 1 day, 4:28:04 batch_cost: 0.7741 data_cost: 0.0003 ips: 62.0078 images/s [03/13 02:09:03] ppdet.engine INFO: Epoch: [103] [220/610] learning_rate: 0.176664 loss_vfl: 0.946500 loss_bbox: 0.435512 loss_dfl: 0.403963 loss: 1.763488 eta: 1 day, 4:27:45 batch_cost: 0.8218 data_cost: 0.0010 ips: 58.4051 images/s [03/13 02:09:21] ppdet.engine INFO: Epoch: [103] [240/610] learning_rate: 0.176628 loss_vfl: 0.945399 loss_bbox: 0.454403 loss_dfl: 0.422200 loss: 1.825504 eta: 1 day, 4:27:27 batch_cost: 0.8115 data_cost: 0.0012 ips: 59.1500 images/s [03/13 02:09:39] ppdet.engine INFO: Epoch: [103] [260/610] learning_rate: 0.176591 loss_vfl: 0.952214 loss_bbox: 0.434512 loss_dfl: 0.413863 loss: 1.793386 eta: 1 day, 4:27:07 batch_cost: 0.7918 data_cost: 0.0003 ips: 60.6241 images/s [03/13 02:09:57] ppdet.engine INFO: Epoch: [103] [280/610] learning_rate: 0.176555 loss_vfl: 1.002280 loss_bbox: 0.450739 loss_dfl: 0.426498 loss: 1.916755 eta: 1 day, 4:26:48 batch_cost: 0.7997 data_cost: 0.0003 ips: 60.0247 images/s [03/13 02:10:15] ppdet.engine INFO: Epoch: [103] [300/610] learning_rate: 0.176519 loss_vfl: 1.004291 loss_bbox: 0.438695 loss_dfl: 0.412963 loss: 1.836897 eta: 1 day, 4:26:29 batch_cost: 0.7935 data_cost: 0.0003 ips: 60.4902 images/s [03/13 02:10:33] ppdet.engine INFO: Epoch: [103] [320/610] learning_rate: 0.176482 loss_vfl: 1.016631 loss_bbox: 0.443429 loss_dfl: 0.425121 loss: 1.892664 eta: 1 day, 4:26:12 batch_cost: 0.8550 data_cost: 0.0003 ips: 56.1404 images/s [03/13 02:10:51] ppdet.engine INFO: Epoch: [103] [340/610] learning_rate: 0.176446 loss_vfl: 1.011912 loss_bbox: 0.468503 loss_dfl: 0.426376 loss: 1.933786 eta: 1 day, 4:25:52 batch_cost: 0.7967 data_cost: 0.0014 ips: 60.2477 images/s [03/13 02:11:10] ppdet.engine INFO: Epoch: [103] [360/610] learning_rate: 0.176409 loss_vfl: 1.044869 loss_bbox: 0.493250 loss_dfl: 0.449904 loss: 2.022211 eta: 1 day, 4:25:35 batch_cost: 0.8458 data_cost: 0.0010 ips: 56.7493 images/s [03/13 02:11:27] ppdet.engine INFO: Epoch: [103] [380/610] learning_rate: 0.176373 loss_vfl: 1.057470 loss_bbox: 0.478747 loss_dfl: 0.442927 loss: 1.978811 eta: 1 day, 4:25:13 batch_cost: 0.7342 data_cost: 0.0003 ips: 65.3810 images/s [03/13 02:11:45] ppdet.engine INFO: Epoch: [103] [400/610] learning_rate: 0.176337 loss_vfl: 0.998379 loss_bbox: 0.454002 loss_dfl: 0.433032 loss: 1.905610 eta: 1 day, 4:24:54 batch_cost: 0.7971 data_cost: 0.0003 ips: 60.2192 images/s [03/13 02:12:03] ppdet.engine INFO: Epoch: [103] [420/610] learning_rate: 0.176300 loss_vfl: 1.040990 loss_bbox: 0.473388 loss_dfl: 0.430727 loss: 1.933020 eta: 1 day, 4:24:34 batch_cost: 0.7898 data_cost: 0.0004 ips: 60.7769 images/s [03/13 02:12:21] ppdet.engine INFO: Epoch: [103] [440/610] learning_rate: 0.176264 loss_vfl: 1.052403 loss_bbox: 0.475137 loss_dfl: 0.436910 loss: 1.935170 eta: 1 day, 4:24:15 batch_cost: 0.7875 data_cost: 0.0010 ips: 60.9533 images/s [03/13 02:12:39] ppdet.engine INFO: Epoch: [103] [460/610] learning_rate: 0.176227 loss_vfl: 0.993403 loss_bbox: 0.460766 loss_dfl: 0.437470 loss: 1.895136 eta: 1 day, 4:23:56 batch_cost: 0.8001 data_cost: 0.0003 ips: 59.9910 images/s [03/13 02:12:57] ppdet.engine INFO: Epoch: [103] [480/610] learning_rate: 0.176191 loss_vfl: 1.035931 loss_bbox: 0.489888 loss_dfl: 0.448567 loss: 1.964561 eta: 1 day, 4:23:35 batch_cost: 0.7583 data_cost: 0.0004 ips: 63.2955 images/s [03/13 02:13:15] ppdet.engine INFO: Epoch: [103] [500/610] learning_rate: 0.176154 loss_vfl: 0.935974 loss_bbox: 0.438445 loss_dfl: 0.407173 loss: 1.763873 eta: 1 day, 4:23:17 batch_cost: 0.8384 data_cost: 0.0009 ips: 57.2501 images/s [03/13 02:13:33] ppdet.engine INFO: Epoch: [103] [520/610] learning_rate: 0.176118 loss_vfl: 1.010699 loss_bbox: 0.445362 loss_dfl: 0.424956 loss: 1.878052 eta: 1 day, 4:22:58 batch_cost: 0.7891 data_cost: 0.0010 ips: 60.8251 images/s [03/13 02:13:52] ppdet.engine INFO: Epoch: [103] [540/610] learning_rate: 0.176081 loss_vfl: 0.963863 loss_bbox: 0.447120 loss_dfl: 0.419883 loss: 1.855468 eta: 1 day, 4:22:38 batch_cost: 0.7913 data_cost: 0.0017 ips: 60.6591 images/s [03/13 02:14:10] ppdet.engine INFO: Epoch: [103] [560/610] learning_rate: 0.176045 loss_vfl: 0.983257 loss_bbox: 0.431227 loss_dfl: 0.422083 loss: 1.839775 eta: 1 day, 4:22:20 batch_cost: 0.8204 data_cost: 0.0063 ips: 58.5068 images/s [03/13 02:14:28] ppdet.engine INFO: Epoch: [103] [580/610] learning_rate: 0.176008 loss_vfl: 0.974350 loss_bbox: 0.441429 loss_dfl: 0.407777 loss: 1.793858 eta: 1 day, 4:22:00 batch_cost: 0.7856 data_cost: 0.0003 ips: 61.1031 images/s [03/13 02:14:46] ppdet.engine INFO: Epoch: [103] [600/610] learning_rate: 0.175972 loss_vfl: 1.022388 loss_bbox: 0.455724 loss_dfl: 0.429343 loss: 1.912578 eta: 1 day, 4:21:41 batch_cost: 0.7916 data_cost: 0.0004 ips: 60.6340 images/s [03/13 02:15:01] ppdet.engine INFO: Epoch: [104] [ 0/610] learning_rate: 0.175954 loss_vfl: 0.996707 loss_bbox: 0.451268 loss_dfl: 0.425081 loss: 1.867374 eta: 1 day, 4:21:41 batch_cost: 1.0370 data_cost: 0.3090 ips: 46.2863 images/s [03/13 02:15:20] ppdet.engine INFO: Epoch: [104] [ 20/610] learning_rate: 0.175917 loss_vfl: 0.988870 loss_bbox: 0.457794 loss_dfl: 0.423705 loss: 1.871731 eta: 1 day, 4:21:25 batch_cost: 0.8797 data_cost: 0.0003 ips: 54.5613 images/s [03/13 02:15:39] ppdet.engine INFO: Epoch: [104] [ 40/610] learning_rate: 0.175881 loss_vfl: 0.960756 loss_bbox: 0.433439 loss_dfl: 0.401219 loss: 1.788340 eta: 1 day, 4:21:07 batch_cost: 0.8196 data_cost: 0.0007 ips: 58.5652 images/s [03/13 02:15:56] ppdet.engine INFO: Epoch: [104] [ 60/610] learning_rate: 0.175844 loss_vfl: 0.961773 loss_bbox: 0.434984 loss_dfl: 0.401607 loss: 1.778788 eta: 1 day, 4:20:46 batch_cost: 0.7610 data_cost: 0.0005 ips: 63.0757 images/s [03/13 02:16:14] ppdet.engine INFO: Epoch: [104] [ 80/610] learning_rate: 0.175808 loss_vfl: 0.961283 loss_bbox: 0.430388 loss_dfl: 0.406149 loss: 1.788078 eta: 1 day, 4:20:26 batch_cost: 0.7798 data_cost: 0.0005 ips: 61.5566 images/s [03/13 02:16:32] ppdet.engine INFO: Epoch: [104] [100/610] learning_rate: 0.175771 loss_vfl: 1.008443 loss_bbox: 0.440840 loss_dfl: 0.425450 loss: 1.892446 eta: 1 day, 4:20:07 batch_cost: 0.7883 data_cost: 0.0005 ips: 60.8923 images/s [03/13 02:16:50] ppdet.engine INFO: Epoch: [104] [120/610] learning_rate: 0.175734 loss_vfl: 1.032488 loss_bbox: 0.478005 loss_dfl: 0.442194 loss: 1.952732 eta: 1 day, 4:19:47 batch_cost: 0.7899 data_cost: 0.0004 ips: 60.7665 images/s [03/13 02:17:07] ppdet.engine INFO: Epoch: [104] [140/610] learning_rate: 0.175698 loss_vfl: 0.972116 loss_bbox: 0.428404 loss_dfl: 0.409759 loss: 1.809257 eta: 1 day, 4:19:28 batch_cost: 0.7986 data_cost: 0.0010 ips: 60.1058 images/s [03/13 02:17:26] ppdet.engine INFO: Epoch: [104] [160/610] learning_rate: 0.175661 loss_vfl: 0.960313 loss_bbox: 0.441809 loss_dfl: 0.417434 loss: 1.837887 eta: 1 day, 4:19:09 batch_cost: 0.8113 data_cost: 0.0003 ips: 59.1613 images/s [03/13 02:17:43] ppdet.engine INFO: Epoch: [104] [180/610] learning_rate: 0.175625 loss_vfl: 0.971098 loss_bbox: 0.452018 loss_dfl: 0.413662 loss: 1.828858 eta: 1 day, 4:18:49 batch_cost: 0.7799 data_cost: 0.0003 ips: 61.5448 images/s [03/13 02:18:01] ppdet.engine INFO: Epoch: [104] [200/610] learning_rate: 0.175588 loss_vfl: 0.954727 loss_bbox: 0.442068 loss_dfl: 0.409404 loss: 1.815640 eta: 1 day, 4:18:32 batch_cost: 0.8326 data_cost: 0.0015 ips: 57.6481 images/s [03/13 02:18:19] ppdet.engine INFO: Epoch: [104] [220/610] learning_rate: 0.175552 loss_vfl: 0.974333 loss_bbox: 0.445125 loss_dfl: 0.413750 loss: 1.877437 eta: 1 day, 4:18:12 batch_cost: 0.7844 data_cost: 0.0010 ips: 61.1924 images/s [03/13 02:18:36] ppdet.engine INFO: Epoch: [104] [240/610] learning_rate: 0.175515 loss_vfl: 0.896274 loss_bbox: 0.398736 loss_dfl: 0.378252 loss: 1.663454 eta: 1 day, 4:17:52 batch_cost: 0.7760 data_cost: 0.0003 ips: 61.8531 images/s [03/13 02:18:54] ppdet.engine INFO: Epoch: [104] [260/610] learning_rate: 0.175478 loss_vfl: 1.057425 loss_bbox: 0.502204 loss_dfl: 0.474063 loss: 2.054286 eta: 1 day, 4:17:31 batch_cost: 0.7622 data_cost: 0.0003 ips: 62.9765 images/s [03/13 02:19:11] ppdet.engine INFO: Epoch: [104] [280/610] learning_rate: 0.175442 loss_vfl: 0.973206 loss_bbox: 0.443375 loss_dfl: 0.431607 loss: 1.854365 eta: 1 day, 4:17:12 batch_cost: 0.7801 data_cost: 0.0003 ips: 61.5325 images/s [03/13 02:19:30] ppdet.engine INFO: Epoch: [104] [300/610] learning_rate: 0.175405 loss_vfl: 0.960885 loss_bbox: 0.416382 loss_dfl: 0.402877 loss: 1.761595 eta: 1 day, 4:16:53 batch_cost: 0.8087 data_cost: 0.0003 ips: 59.3539 images/s [03/13 02:19:47] ppdet.engine INFO: Epoch: [104] [320/610] learning_rate: 0.175369 loss_vfl: 0.998564 loss_bbox: 0.445548 loss_dfl: 0.426281 loss: 1.875469 eta: 1 day, 4:16:33 batch_cost: 0.7797 data_cost: 0.0003 ips: 61.5608 images/s [03/13 02:20:04] ppdet.engine INFO: Epoch: [104] [340/610] learning_rate: 0.175332 loss_vfl: 0.998008 loss_bbox: 0.463372 loss_dfl: 0.440453 loss: 1.923446 eta: 1 day, 4:16:12 batch_cost: 0.7489 data_cost: 0.0003 ips: 64.0976 images/s [03/13 02:20:22] ppdet.engine INFO: Epoch: [104] [360/610] learning_rate: 0.175295 loss_vfl: 0.948105 loss_bbox: 0.419381 loss_dfl: 0.405792 loss: 1.748328 eta: 1 day, 4:15:52 batch_cost: 0.7730 data_cost: 0.0003 ips: 62.0946 images/s [03/13 02:20:40] ppdet.engine INFO: Epoch: [104] [380/610] learning_rate: 0.175259 loss_vfl: 0.981739 loss_bbox: 0.429086 loss_dfl: 0.415138 loss: 1.808679 eta: 1 day, 4:15:34 batch_cost: 0.8187 data_cost: 0.0004 ips: 58.6303 images/s [03/13 02:20:59] ppdet.engine INFO: Epoch: [104] [400/610] learning_rate: 0.175222 loss_vfl: 0.993973 loss_bbox: 0.445151 loss_dfl: 0.432596 loss: 1.869831 eta: 1 day, 4:15:16 batch_cost: 0.8337 data_cost: 0.0003 ips: 57.5725 images/s [03/13 02:21:16] ppdet.engine INFO: Epoch: [104] [420/610] learning_rate: 0.175185 loss_vfl: 1.050011 loss_bbox: 0.461577 loss_dfl: 0.434996 loss: 1.949151 eta: 1 day, 4:14:55 batch_cost: 0.7566 data_cost: 0.0010 ips: 63.4404 images/s [03/13 02:21:33] ppdet.engine INFO: Epoch: [104] [440/610] learning_rate: 0.175149 loss_vfl: 0.980139 loss_bbox: 0.424473 loss_dfl: 0.395612 loss: 1.790600 eta: 1 day, 4:14:35 batch_cost: 0.7802 data_cost: 0.0003 ips: 61.5229 images/s [03/13 02:21:51] ppdet.engine INFO: Epoch: [104] [460/610] learning_rate: 0.175112 loss_vfl: 1.009700 loss_bbox: 0.444807 loss_dfl: 0.417880 loss: 1.849570 eta: 1 day, 4:14:16 batch_cost: 0.8063 data_cost: 0.0003 ips: 59.5334 images/s [03/13 02:22:09] ppdet.engine INFO: Epoch: [104] [480/610] learning_rate: 0.175076 loss_vfl: 0.986172 loss_bbox: 0.435325 loss_dfl: 0.410433 loss: 1.840649 eta: 1 day, 4:13:56 batch_cost: 0.7651 data_cost: 0.0004 ips: 62.7376 images/s [03/13 02:22:26] ppdet.engine INFO: Epoch: [104] [500/610] learning_rate: 0.175039 loss_vfl: 1.031756 loss_bbox: 0.456568 loss_dfl: 0.439238 loss: 1.943997 eta: 1 day, 4:13:36 batch_cost: 0.7661 data_cost: 0.0003 ips: 62.6566 images/s [03/13 02:22:43] ppdet.engine INFO: Epoch: [104] [520/610] learning_rate: 0.175002 loss_vfl: 0.980399 loss_bbox: 0.450044 loss_dfl: 0.440368 loss: 1.884781 eta: 1 day, 4:13:15 batch_cost: 0.7529 data_cost: 0.0003 ips: 63.7557 images/s [03/13 02:23:01] ppdet.engine INFO: Epoch: [104] [540/610] learning_rate: 0.174966 loss_vfl: 0.963306 loss_bbox: 0.435602 loss_dfl: 0.397420 loss: 1.786512 eta: 1 day, 4:12:56 batch_cost: 0.7941 data_cost: 0.0026 ips: 60.4439 images/s [03/13 02:23:18] ppdet.engine INFO: Epoch: [104] [560/610] learning_rate: 0.174929 loss_vfl: 0.973666 loss_bbox: 0.445812 loss_dfl: 0.426486 loss: 1.857348 eta: 1 day, 4:12:35 batch_cost: 0.7546 data_cost: 0.0003 ips: 63.6137 images/s [03/13 02:23:35] ppdet.engine INFO: Epoch: [104] [580/610] learning_rate: 0.174892 loss_vfl: 1.005640 loss_bbox: 0.438536 loss_dfl: 0.431507 loss: 1.891158 eta: 1 day, 4:12:15 batch_cost: 0.7884 data_cost: 0.0003 ips: 60.8808 images/s [03/13 02:23:52] ppdet.engine INFO: Epoch: [104] [600/610] learning_rate: 0.174855 loss_vfl: 0.999519 loss_bbox: 0.464148 loss_dfl: 0.431400 loss: 1.896975 eta: 1 day, 4:11:53 batch_cost: 0.7112 data_cost: 0.0004 ips: 67.4875 images/s [03/13 02:24:06] ppdet.engine INFO: Epoch: [105] [ 0/610] learning_rate: 0.174837 loss_vfl: 0.982455 loss_bbox: 0.435541 loss_dfl: 0.421398 loss: 1.835778 eta: 1 day, 4:11:50 batch_cost: 0.9211 data_cost: 0.2067 ips: 52.1139 images/s [03/13 02:24:26] ppdet.engine INFO: Epoch: [105] [ 20/610] learning_rate: 0.174800 loss_vfl: 0.992844 loss_bbox: 0.458403 loss_dfl: 0.421687 loss: 1.868313 eta: 1 day, 4:11:34 batch_cost: 0.8985 data_cost: 0.0004 ips: 53.4251 images/s [03/13 02:24:46] ppdet.engine INFO: Epoch: [105] [ 40/610] learning_rate: 0.174764 loss_vfl: 0.971286 loss_bbox: 0.420264 loss_dfl: 0.413709 loss: 1.797217 eta: 1 day, 4:11:18 batch_cost: 0.8829 data_cost: 0.0015 ips: 54.3654 images/s [03/13 02:25:05] ppdet.engine INFO: Epoch: [105] [ 60/610] learning_rate: 0.174727 loss_vfl: 0.977684 loss_bbox: 0.411199 loss_dfl: 0.399578 loss: 1.791532 eta: 1 day, 4:11:00 batch_cost: 0.8182 data_cost: 0.0016 ips: 58.6650 images/s [03/13 02:25:23] ppdet.engine INFO: Epoch: [105] [ 80/610] learning_rate: 0.174690 loss_vfl: 0.956427 loss_bbox: 0.463170 loss_dfl: 0.435228 loss: 1.871930 eta: 1 day, 4:10:43 batch_cost: 0.8544 data_cost: 0.0011 ips: 56.1775 images/s [03/13 02:25:42] ppdet.engine INFO: Epoch: [105] [100/610] learning_rate: 0.174653 loss_vfl: 0.998195 loss_bbox: 0.461832 loss_dfl: 0.437340 loss: 1.898327 eta: 1 day, 4:10:24 batch_cost: 0.7972 data_cost: 0.0005 ips: 60.2097 images/s [03/13 02:26:00] ppdet.engine INFO: Epoch: [105] [120/610] learning_rate: 0.174617 loss_vfl: 1.010694 loss_bbox: 0.458309 loss_dfl: 0.431525 loss: 1.893925 eta: 1 day, 4:10:04 batch_cost: 0.7797 data_cost: 0.0013 ips: 61.5626 images/s [03/13 02:26:18] ppdet.engine INFO: Epoch: [105] [140/610] learning_rate: 0.174580 loss_vfl: 0.957826 loss_bbox: 0.443512 loss_dfl: 0.414794 loss: 1.818629 eta: 1 day, 4:09:44 batch_cost: 0.7745 data_cost: 0.0015 ips: 61.9750 images/s [03/13 02:26:36] ppdet.engine INFO: Epoch: [105] [160/610] learning_rate: 0.174543 loss_vfl: 0.993957 loss_bbox: 0.461566 loss_dfl: 0.418473 loss: 1.862611 eta: 1 day, 4:09:24 batch_cost: 0.7675 data_cost: 0.0010 ips: 62.5431 images/s [03/13 02:26:54] ppdet.engine INFO: Epoch: [105] [180/610] learning_rate: 0.174506 loss_vfl: 1.060467 loss_bbox: 0.455947 loss_dfl: 0.441784 loss: 1.937729 eta: 1 day, 4:09:06 batch_cost: 0.8230 data_cost: 0.0006 ips: 58.3229 images/s [03/13 02:27:12] ppdet.engine INFO: Epoch: [105] [200/610] learning_rate: 0.174470 loss_vfl: 0.989494 loss_bbox: 0.465578 loss_dfl: 0.431460 loss: 1.895604 eta: 1 day, 4:08:47 batch_cost: 0.8210 data_cost: 0.0009 ips: 58.4671 images/s [03/13 02:27:29] ppdet.engine INFO: Epoch: [105] [220/610] learning_rate: 0.174433 loss_vfl: 0.948749 loss_bbox: 0.417134 loss_dfl: 0.406251 loss: 1.761524 eta: 1 day, 4:08:27 batch_cost: 0.7713 data_cost: 0.0007 ips: 62.2363 images/s [03/13 02:27:47] ppdet.engine INFO: Epoch: [105] [240/610] learning_rate: 0.174396 loss_vfl: 0.953607 loss_bbox: 0.424747 loss_dfl: 0.414894 loss: 1.802438 eta: 1 day, 4:08:08 batch_cost: 0.7982 data_cost: 0.0057 ips: 60.1379 images/s [03/13 02:28:05] ppdet.engine INFO: Epoch: [105] [260/610] learning_rate: 0.174359 loss_vfl: 0.999098 loss_bbox: 0.437028 loss_dfl: 0.418765 loss: 1.862778 eta: 1 day, 4:07:48 batch_cost: 0.7684 data_cost: 0.0011 ips: 62.4673 images/s [03/13 02:28:23] ppdet.engine INFO: Epoch: [105] [280/610] learning_rate: 0.174323 loss_vfl: 0.987023 loss_bbox: 0.440248 loss_dfl: 0.420445 loss: 1.855456 eta: 1 day, 4:07:29 batch_cost: 0.8011 data_cost: 0.0003 ips: 59.9159 images/s [03/13 02:28:41] ppdet.engine INFO: Epoch: [105] [300/610] learning_rate: 0.174286 loss_vfl: 1.047286 loss_bbox: 0.458238 loss_dfl: 0.441917 loss: 1.944707 eta: 1 day, 4:07:12 batch_cost: 0.8523 data_cost: 0.0015 ips: 56.3193 images/s [03/13 02:28:59] ppdet.engine INFO: Epoch: [105] [320/610] learning_rate: 0.174249 loss_vfl: 0.997466 loss_bbox: 0.452111 loss_dfl: 0.423267 loss: 1.891116 eta: 1 day, 4:06:53 batch_cost: 0.7967 data_cost: 0.0003 ips: 60.2509 images/s [03/13 02:29:18] ppdet.engine INFO: Epoch: [105] [340/610] learning_rate: 0.174212 loss_vfl: 1.029710 loss_bbox: 0.466837 loss_dfl: 0.430790 loss: 1.933839 eta: 1 day, 4:06:36 batch_cost: 0.8473 data_cost: 0.0004 ips: 56.6489 images/s [03/13 02:29:36] ppdet.engine INFO: Epoch: [105] [360/610] learning_rate: 0.174175 loss_vfl: 0.992395 loss_bbox: 0.441847 loss_dfl: 0.420597 loss: 1.851688 eta: 1 day, 4:06:14 batch_cost: 0.7193 data_cost: 0.0006 ips: 66.7341 images/s [03/13 02:29:54] ppdet.engine INFO: Epoch: [105] [380/610] learning_rate: 0.174138 loss_vfl: 0.983983 loss_bbox: 0.427285 loss_dfl: 0.404736 loss: 1.817135 eta: 1 day, 4:05:54 batch_cost: 0.7986 data_cost: 0.0017 ips: 60.1039 images/s [03/13 02:30:11] ppdet.engine INFO: Epoch: [105] [400/610] learning_rate: 0.174102 loss_vfl: 1.043730 loss_bbox: 0.461212 loss_dfl: 0.443931 loss: 1.962816 eta: 1 day, 4:05:34 batch_cost: 0.7543 data_cost: 0.0003 ips: 63.6343 images/s [03/13 02:30:29] ppdet.engine INFO: Epoch: [105] [420/610] learning_rate: 0.174065 loss_vfl: 1.003017 loss_bbox: 0.455964 loss_dfl: 0.426990 loss: 1.869917 eta: 1 day, 4:05:14 batch_cost: 0.7861 data_cost: 0.0023 ips: 61.0588 images/s [03/13 02:30:47] ppdet.engine INFO: Epoch: [105] [440/610] learning_rate: 0.174028 loss_vfl: 1.010175 loss_bbox: 0.443147 loss_dfl: 0.426693 loss: 1.862654 eta: 1 day, 4:04:56 batch_cost: 0.8089 data_cost: 0.0009 ips: 59.3363 images/s [03/13 02:31:05] ppdet.engine INFO: Epoch: [105] [460/610] learning_rate: 0.173991 loss_vfl: 1.018727 loss_bbox: 0.448070 loss_dfl: 0.430724 loss: 1.893736 eta: 1 day, 4:04:37 batch_cost: 0.8116 data_cost: 0.0025 ips: 59.1415 images/s [03/13 02:31:22] ppdet.engine INFO: Epoch: [105] [480/610] learning_rate: 0.173954 loss_vfl: 1.047178 loss_bbox: 0.454687 loss_dfl: 0.428154 loss: 1.913643 eta: 1 day, 4:04:17 batch_cost: 0.7730 data_cost: 0.0010 ips: 62.0942 images/s [03/13 02:31:40] ppdet.engine INFO: Epoch: [105] [500/610] learning_rate: 0.173917 loss_vfl: 0.990465 loss_bbox: 0.453811 loss_dfl: 0.444510 loss: 1.898001 eta: 1 day, 4:03:56 batch_cost: 0.7454 data_cost: 0.0004 ips: 64.3985 images/s [03/13 02:31:57] ppdet.engine INFO: Epoch: [105] [520/610] learning_rate: 0.173880 loss_vfl: 1.011206 loss_bbox: 0.467291 loss_dfl: 0.425833 loss: 1.892294 eta: 1 day, 4:03:37 batch_cost: 0.8000 data_cost: 0.0004 ips: 59.9965 images/s [03/13 02:32:14] ppdet.engine INFO: Epoch: [105] [540/610] learning_rate: 0.173844 loss_vfl: 0.976705 loss_bbox: 0.441103 loss_dfl: 0.415709 loss: 1.833932 eta: 1 day, 4:03:14 batch_cost: 0.6955 data_cost: 0.0004 ips: 69.0137 images/s [03/13 02:32:32] ppdet.engine INFO: Epoch: [105] [560/610] learning_rate: 0.173807 loss_vfl: 0.988756 loss_bbox: 0.446464 loss_dfl: 0.423330 loss: 1.860449 eta: 1 day, 4:02:54 batch_cost: 0.7775 data_cost: 0.0004 ips: 61.7367 images/s [03/13 02:32:50] ppdet.engine INFO: Epoch: [105] [580/610] learning_rate: 0.173770 loss_vfl: 1.014682 loss_bbox: 0.463613 loss_dfl: 0.436798 loss: 1.935843 eta: 1 day, 4:02:34 batch_cost: 0.7766 data_cost: 0.0003 ips: 61.8116 images/s [03/13 02:33:08] ppdet.engine INFO: Epoch: [105] [600/610] learning_rate: 0.173733 loss_vfl: 1.008473 loss_bbox: 0.459300 loss_dfl: 0.420935 loss: 1.874742 eta: 1 day, 4:02:17 batch_cost: 0.8302 data_cost: 0.0004 ips: 57.8190 images/s [03/13 02:33:24] ppdet.engine INFO: Epoch: [106] [ 0/610] learning_rate: 0.173714 loss_vfl: 0.941961 loss_bbox: 0.423538 loss_dfl: 0.394963 loss: 1.768379 eta: 1 day, 4:02:17 batch_cost: 1.0921 data_cost: 0.2881 ips: 43.9514 images/s [03/13 02:33:43] ppdet.engine INFO: Epoch: [106] [ 20/610] learning_rate: 0.173678 loss_vfl: 0.998893 loss_bbox: 0.447286 loss_dfl: 0.427253 loss: 1.871346 eta: 1 day, 4:02:00 batch_cost: 0.8388 data_cost: 0.0006 ips: 57.2245 images/s [03/13 02:34:01] ppdet.engine INFO: Epoch: [106] [ 40/610] learning_rate: 0.173641 loss_vfl: 0.970443 loss_bbox: 0.453459 loss_dfl: 0.423302 loss: 1.836148 eta: 1 day, 4:01:42 batch_cost: 0.8274 data_cost: 0.0005 ips: 58.0128 images/s [03/13 02:34:20] ppdet.engine INFO: Epoch: [106] [ 60/610] learning_rate: 0.173604 loss_vfl: 0.973109 loss_bbox: 0.434440 loss_dfl: 0.411271 loss: 1.771429 eta: 1 day, 4:01:24 batch_cost: 0.8419 data_cost: 0.0012 ips: 57.0156 images/s [03/13 02:34:39] ppdet.engine INFO: Epoch: [106] [ 80/610] learning_rate: 0.173567 loss_vfl: 0.995314 loss_bbox: 0.473733 loss_dfl: 0.438451 loss: 1.931809 eta: 1 day, 4:01:06 batch_cost: 0.8199 data_cost: 0.0005 ips: 58.5435 images/s [03/13 02:34:56] ppdet.engine INFO: Epoch: [106] [100/610] learning_rate: 0.173530 loss_vfl: 0.975551 loss_bbox: 0.460576 loss_dfl: 0.428383 loss: 1.865199 eta: 1 day, 4:00:45 batch_cost: 0.7579 data_cost: 0.0003 ips: 63.3315 images/s [03/13 02:35:14] ppdet.engine INFO: Epoch: [106] [120/610] learning_rate: 0.173493 loss_vfl: 0.994060 loss_bbox: 0.462629 loss_dfl: 0.432181 loss: 1.887125 eta: 1 day, 4:00:27 batch_cost: 0.8074 data_cost: 0.0006 ips: 59.4467 images/s [03/13 02:35:31] ppdet.engine INFO: Epoch: [106] [140/610] learning_rate: 0.173456 loss_vfl: 0.990341 loss_bbox: 0.441003 loss_dfl: 0.422059 loss: 1.863169 eta: 1 day, 4:00:06 batch_cost: 0.7557 data_cost: 0.0004 ips: 63.5163 images/s [03/13 02:35:49] ppdet.engine INFO: Epoch: [106] [160/610] learning_rate: 0.173419 loss_vfl: 0.954068 loss_bbox: 0.428689 loss_dfl: 0.403700 loss: 1.811181 eta: 1 day, 3:59:46 batch_cost: 0.7835 data_cost: 0.0004 ips: 61.2609 images/s [03/13 02:36:07] ppdet.engine INFO: Epoch: [106] [180/610] learning_rate: 0.173382 loss_vfl: 0.935421 loss_bbox: 0.424757 loss_dfl: 0.404065 loss: 1.780455 eta: 1 day, 3:59:25 batch_cost: 0.7254 data_cost: 0.0012 ips: 66.1731 images/s [03/13 02:36:25] ppdet.engine INFO: Epoch: [106] [200/610] learning_rate: 0.173345 loss_vfl: 0.959320 loss_bbox: 0.425708 loss_dfl: 0.408367 loss: 1.797961 eta: 1 day, 3:59:06 batch_cost: 0.8034 data_cost: 0.0003 ips: 59.7432 images/s [03/13 02:36:43] ppdet.engine INFO: Epoch: [106] [220/610] learning_rate: 0.173308 loss_vfl: 1.025419 loss_bbox: 0.476148 loss_dfl: 0.443484 loss: 1.944687 eta: 1 day, 3:58:48 batch_cost: 0.8229 data_cost: 0.0003 ips: 58.3308 images/s [03/13 02:37:01] ppdet.engine INFO: Epoch: [106] [240/610] learning_rate: 0.173271 loss_vfl: 0.978462 loss_bbox: 0.440574 loss_dfl: 0.414837 loss: 1.826471 eta: 1 day, 3:58:28 batch_cost: 0.7743 data_cost: 0.0016 ips: 61.9878 images/s [03/13 02:37:18] ppdet.engine INFO: Epoch: [106] [260/610] learning_rate: 0.173234 loss_vfl: 0.999734 loss_bbox: 0.461743 loss_dfl: 0.431089 loss: 1.870678 eta: 1 day, 3:58:07 batch_cost: 0.7634 data_cost: 0.0014 ips: 62.8739 images/s [03/13 02:37:36] ppdet.engine INFO: Epoch: [106] [280/610] learning_rate: 0.173197 loss_vfl: 0.956293 loss_bbox: 0.417819 loss_dfl: 0.407425 loss: 1.810999 eta: 1 day, 3:57:47 batch_cost: 0.7615 data_cost: 0.0003 ips: 63.0306 images/s [03/13 02:37:53] ppdet.engine INFO: Epoch: [106] [300/610] learning_rate: 0.173160 loss_vfl: 0.993603 loss_bbox: 0.438789 loss_dfl: 0.416382 loss: 1.848497 eta: 1 day, 3:57:27 batch_cost: 0.7615 data_cost: 0.0009 ips: 63.0335 images/s [03/13 02:38:11] ppdet.engine INFO: Epoch: [106] [320/610] learning_rate: 0.173123 loss_vfl: 0.994405 loss_bbox: 0.431364 loss_dfl: 0.418419 loss: 1.835793 eta: 1 day, 3:57:08 batch_cost: 0.7990 data_cost: 0.0009 ips: 60.0739 images/s [03/13 02:38:29] ppdet.engine INFO: Epoch: [106] [340/610] learning_rate: 0.173086 loss_vfl: 1.041658 loss_bbox: 0.468620 loss_dfl: 0.441398 loss: 1.951294 eta: 1 day, 3:56:49 batch_cost: 0.8017 data_cost: 0.0003 ips: 59.8695 images/s [03/13 02:38:47] ppdet.engine INFO: Epoch: [106] [360/610] learning_rate: 0.173049 loss_vfl: 0.986659 loss_bbox: 0.450675 loss_dfl: 0.421527 loss: 1.857548 eta: 1 day, 3:56:31 batch_cost: 0.8250 data_cost: 0.0003 ips: 58.1839 images/s [03/13 02:39:04] ppdet.engine INFO: Epoch: [106] [380/610] learning_rate: 0.173012 loss_vfl: 1.060237 loss_bbox: 0.491509 loss_dfl: 0.456437 loss: 2.010992 eta: 1 day, 3:56:08 batch_cost: 0.7021 data_cost: 0.0004 ips: 68.3704 images/s [03/13 02:39:22] ppdet.engine INFO: Epoch: [106] [400/610] learning_rate: 0.172975 loss_vfl: 0.979082 loss_bbox: 0.447949 loss_dfl: 0.423296 loss: 1.841201 eta: 1 day, 3:55:48 batch_cost: 0.7759 data_cost: 0.0003 ips: 61.8654 images/s [03/13 02:39:39] ppdet.engine INFO: Epoch: [106] [420/610] learning_rate: 0.172938 loss_vfl: 0.937478 loss_bbox: 0.428254 loss_dfl: 0.392102 loss: 1.737442 eta: 1 day, 3:55:28 batch_cost: 0.7727 data_cost: 0.0003 ips: 62.1223 images/s [03/13 02:39:57] ppdet.engine INFO: Epoch: [106] [440/610] learning_rate: 0.172901 loss_vfl: 0.974781 loss_bbox: 0.445233 loss_dfl: 0.414637 loss: 1.812629 eta: 1 day, 3:55:10 batch_cost: 0.8210 data_cost: 0.0003 ips: 58.4664 images/s [03/13 02:40:15] ppdet.engine INFO: Epoch: [106] [460/610] learning_rate: 0.172864 loss_vfl: 0.955279 loss_bbox: 0.431062 loss_dfl: 0.402847 loss: 1.794502 eta: 1 day, 3:54:51 batch_cost: 0.7832 data_cost: 0.0003 ips: 61.2843 images/s [03/13 02:40:33] ppdet.engine INFO: Epoch: [106] [480/610] learning_rate: 0.172827 loss_vfl: 0.974849 loss_bbox: 0.432404 loss_dfl: 0.407876 loss: 1.823290 eta: 1 day, 3:54:32 batch_cost: 0.8087 data_cost: 0.0003 ips: 59.3516 images/s [03/13 02:40:51] ppdet.engine INFO: Epoch: [106] [500/610] learning_rate: 0.172790 loss_vfl: 0.976234 loss_bbox: 0.433902 loss_dfl: 0.403863 loss: 1.830417 eta: 1 day, 3:54:12 batch_cost: 0.7758 data_cost: 0.0003 ips: 61.8752 images/s [03/13 02:41:08] ppdet.engine INFO: Epoch: [106] [520/610] learning_rate: 0.172753 loss_vfl: 1.008903 loss_bbox: 0.434477 loss_dfl: 0.419379 loss: 1.855894 eta: 1 day, 3:53:52 batch_cost: 0.7734 data_cost: 0.0003 ips: 62.0642 images/s [03/13 02:41:27] ppdet.engine INFO: Epoch: [106] [540/610] learning_rate: 0.172716 loss_vfl: 0.992202 loss_bbox: 0.449236 loss_dfl: 0.420375 loss: 1.867873 eta: 1 day, 3:53:34 batch_cost: 0.8251 data_cost: 0.0008 ips: 58.1765 images/s [03/13 02:41:44] ppdet.engine INFO: Epoch: [106] [560/610] learning_rate: 0.172679 loss_vfl: 1.048187 loss_bbox: 0.454063 loss_dfl: 0.433027 loss: 1.916145 eta: 1 day, 3:53:14 batch_cost: 0.7693 data_cost: 0.0003 ips: 62.3980 images/s [03/13 02:42:01] ppdet.engine INFO: Epoch: [106] [580/610] learning_rate: 0.172642 loss_vfl: 1.036269 loss_bbox: 0.478544 loss_dfl: 0.453871 loss: 1.944865 eta: 1 day, 3:52:54 batch_cost: 0.7741 data_cost: 0.0003 ips: 62.0098 images/s [03/13 02:42:19] ppdet.engine INFO: Epoch: [106] [600/610] learning_rate: 0.172605 loss_vfl: 0.970690 loss_bbox: 0.425111 loss_dfl: 0.419404 loss: 1.802821 eta: 1 day, 3:52:34 batch_cost: 0.7483 data_cost: 0.0004 ips: 64.1449 images/s [03/13 02:42:33] ppdet.engine INFO: Epoch: [107] [ 0/610] learning_rate: 0.172586 loss_vfl: 0.965271 loss_bbox: 0.423404 loss_dfl: 0.412252 loss: 1.785764 eta: 1 day, 3:52:32 batch_cost: 0.9932 data_cost: 0.2395 ips: 48.3265 images/s [03/13 02:42:52] ppdet.engine INFO: Epoch: [107] [ 20/610] learning_rate: 0.172549 loss_vfl: 1.047558 loss_bbox: 0.470163 loss_dfl: 0.449787 loss: 1.972466 eta: 1 day, 3:52:15 batch_cost: 0.8455 data_cost: 0.0004 ips: 56.7740 images/s [03/13 02:43:11] ppdet.engine INFO: Epoch: [107] [ 40/610] learning_rate: 0.172512 loss_vfl: 0.918588 loss_bbox: 0.419589 loss_dfl: 0.380430 loss: 1.679539 eta: 1 day, 3:51:56 batch_cost: 0.8152 data_cost: 0.0006 ips: 58.8833 images/s [03/13 02:43:29] ppdet.engine INFO: Epoch: [107] [ 60/610] learning_rate: 0.172475 loss_vfl: 0.992903 loss_bbox: 0.457229 loss_dfl: 0.424200 loss: 1.832193 eta: 1 day, 3:51:38 batch_cost: 0.8272 data_cost: 0.0020 ips: 58.0259 images/s [03/13 02:43:47] ppdet.engine INFO: Epoch: [107] [ 80/610] learning_rate: 0.172438 loss_vfl: 1.021494 loss_bbox: 0.459132 loss_dfl: 0.446144 loss: 1.949284 eta: 1 day, 3:51:18 batch_cost: 0.7664 data_cost: 0.0005 ips: 62.6337 images/s [03/13 02:44:05] ppdet.engine INFO: Epoch: [107] [100/610] learning_rate: 0.172400 loss_vfl: 0.982591 loss_bbox: 0.431041 loss_dfl: 0.409892 loss: 1.825673 eta: 1 day, 3:51:00 batch_cost: 0.8256 data_cost: 0.0005 ips: 58.1371 images/s [03/13 02:44:22] ppdet.engine INFO: Epoch: [107] [120/610] learning_rate: 0.172363 loss_vfl: 0.959467 loss_bbox: 0.401707 loss_dfl: 0.393583 loss: 1.773315 eta: 1 day, 3:50:40 batch_cost: 0.7624 data_cost: 0.0017 ips: 62.9607 images/s [03/13 02:44:41] ppdet.engine INFO: Epoch: [107] [140/610] learning_rate: 0.172326 loss_vfl: 0.940872 loss_bbox: 0.438369 loss_dfl: 0.412026 loss: 1.795876 eta: 1 day, 3:50:22 batch_cost: 0.8191 data_cost: 0.0004 ips: 58.5997 images/s [03/13 02:44:59] ppdet.engine INFO: Epoch: [107] [160/610] learning_rate: 0.172289 loss_vfl: 0.996528 loss_bbox: 0.453865 loss_dfl: 0.426830 loss: 1.885514 eta: 1 day, 3:50:04 batch_cost: 0.8253 data_cost: 0.0003 ips: 58.1608 images/s [03/13 02:45:17] ppdet.engine INFO: Epoch: [107] [180/610] learning_rate: 0.172252 loss_vfl: 0.915066 loss_bbox: 0.431618 loss_dfl: 0.405065 loss: 1.741743 eta: 1 day, 3:49:44 batch_cost: 0.7697 data_cost: 0.0003 ips: 62.3599 images/s [03/13 02:45:35] ppdet.engine INFO: Epoch: [107] [200/610] learning_rate: 0.172215 loss_vfl: 1.018025 loss_bbox: 0.453240 loss_dfl: 0.437647 loss: 1.906430 eta: 1 day, 3:49:25 batch_cost: 0.8048 data_cost: 0.0003 ips: 59.6407 images/s [03/13 02:45:54] ppdet.engine INFO: Epoch: [107] [220/610] learning_rate: 0.172178 loss_vfl: 0.981370 loss_bbox: 0.441322 loss_dfl: 0.430749 loss: 1.875382 eta: 1 day, 3:49:08 batch_cost: 0.8419 data_cost: 0.0004 ips: 57.0131 images/s [03/13 02:46:10] ppdet.engine INFO: Epoch: [107] [240/610] learning_rate: 0.172140 loss_vfl: 1.013918 loss_bbox: 0.447961 loss_dfl: 0.431292 loss: 1.930436 eta: 1 day, 3:48:46 batch_cost: 0.7365 data_cost: 0.0003 ips: 65.1696 images/s [03/13 02:46:27] ppdet.engine INFO: Epoch: [107] [260/610] learning_rate: 0.172103 loss_vfl: 1.004276 loss_bbox: 0.457985 loss_dfl: 0.418361 loss: 1.880703 eta: 1 day, 3:48:27 batch_cost: 0.7774 data_cost: 0.0003 ips: 61.7474 images/s [03/13 02:46:44] ppdet.engine INFO: Epoch: [107] [280/610] learning_rate: 0.172066 loss_vfl: 0.985066 loss_bbox: 0.426662 loss_dfl: 0.409915 loss: 1.813745 eta: 1 day, 3:48:06 batch_cost: 0.7636 data_cost: 0.0003 ips: 62.8580 images/s [03/13 02:47:02] ppdet.engine INFO: Epoch: [107] [300/610] learning_rate: 0.172029 loss_vfl: 1.059338 loss_bbox: 0.466817 loss_dfl: 0.434171 loss: 1.948174 eta: 1 day, 3:47:48 batch_cost: 0.8039 data_cost: 0.0003 ips: 59.7102 images/s [03/13 02:47:20] ppdet.engine INFO: Epoch: [107] [320/610] learning_rate: 0.171992 loss_vfl: 0.965789 loss_bbox: 0.417771 loss_dfl: 0.412157 loss: 1.815522 eta: 1 day, 3:47:28 batch_cost: 0.7866 data_cost: 0.0009 ips: 61.0191 images/s [03/13 02:47:38] ppdet.engine INFO: Epoch: [107] [340/610] learning_rate: 0.171954 loss_vfl: 1.062363 loss_bbox: 0.461317 loss_dfl: 0.433751 loss: 1.932237 eta: 1 day, 3:47:08 batch_cost: 0.7546 data_cost: 0.0004 ips: 63.6130 images/s [03/13 02:47:55] ppdet.engine INFO: Epoch: [107] [360/610] learning_rate: 0.171917 loss_vfl: 0.986529 loss_bbox: 0.466673 loss_dfl: 0.432264 loss: 1.917450 eta: 1 day, 3:46:49 batch_cost: 0.7998 data_cost: 0.0004 ips: 60.0176 images/s [03/13 02:48:13] ppdet.engine INFO: Epoch: [107] [380/610] learning_rate: 0.171880 loss_vfl: 0.999196 loss_bbox: 0.449729 loss_dfl: 0.438018 loss: 1.877549 eta: 1 day, 3:46:29 batch_cost: 0.7826 data_cost: 0.0004 ips: 61.3351 images/s [03/13 02:48:31] ppdet.engine INFO: Epoch: [107] [400/610] learning_rate: 0.171843 loss_vfl: 0.945774 loss_bbox: 0.429172 loss_dfl: 0.403023 loss: 1.798432 eta: 1 day, 3:46:12 batch_cost: 0.8328 data_cost: 0.0003 ips: 57.6335 images/s [03/13 02:48:49] ppdet.engine INFO: Epoch: [107] [420/610] learning_rate: 0.171806 loss_vfl: 0.969045 loss_bbox: 0.425520 loss_dfl: 0.412535 loss: 1.801436 eta: 1 day, 3:45:52 batch_cost: 0.7958 data_cost: 0.0004 ips: 60.3168 images/s [03/13 02:49:06] ppdet.engine INFO: Epoch: [107] [440/610] learning_rate: 0.171768 loss_vfl: 1.037290 loss_bbox: 0.458136 loss_dfl: 0.431271 loss: 1.937516 eta: 1 day, 3:45:33 batch_cost: 0.7965 data_cost: 0.0003 ips: 60.2626 images/s [03/13 02:49:24] ppdet.engine INFO: Epoch: [107] [460/610] learning_rate: 0.171731 loss_vfl: 1.006814 loss_bbox: 0.439712 loss_dfl: 0.422689 loss: 1.864766 eta: 1 day, 3:45:15 batch_cost: 0.8144 data_cost: 0.0003 ips: 58.9409 images/s [03/13 02:49:42] ppdet.engine INFO: Epoch: [107] [480/610] learning_rate: 0.171694 loss_vfl: 0.943067 loss_bbox: 0.450266 loss_dfl: 0.403533 loss: 1.794454 eta: 1 day, 3:44:56 batch_cost: 0.7953 data_cost: 0.0003 ips: 60.3542 images/s [03/13 02:49:59] ppdet.engine INFO: Epoch: [107] [500/610] learning_rate: 0.171657 loss_vfl: 0.936195 loss_bbox: 0.422581 loss_dfl: 0.396294 loss: 1.743951 eta: 1 day, 3:44:36 batch_cost: 0.7719 data_cost: 0.0005 ips: 62.1821 images/s [03/13 02:50:17] ppdet.engine INFO: Epoch: [107] [520/610] learning_rate: 0.171619 loss_vfl: 1.016474 loss_bbox: 0.456586 loss_dfl: 0.417944 loss: 1.918977 eta: 1 day, 3:44:17 batch_cost: 0.7853 data_cost: 0.0004 ips: 61.1261 images/s [03/13 02:50:35] ppdet.engine INFO: Epoch: [107] [540/610] learning_rate: 0.171582 loss_vfl: 1.005668 loss_bbox: 0.462173 loss_dfl: 0.437582 loss: 1.880149 eta: 1 day, 3:43:58 batch_cost: 0.8071 data_cost: 0.0003 ips: 59.4725 images/s [03/13 02:50:53] ppdet.engine INFO: Epoch: [107] [560/610] learning_rate: 0.171545 loss_vfl: 0.994319 loss_bbox: 0.425246 loss_dfl: 0.412591 loss: 1.832944 eta: 1 day, 3:43:39 batch_cost: 0.7974 data_cost: 0.0010 ips: 60.1979 images/s [03/13 02:51:11] ppdet.engine INFO: Epoch: [107] [580/610] learning_rate: 0.171508 loss_vfl: 1.001082 loss_bbox: 0.454107 loss_dfl: 0.429151 loss: 1.901620 eta: 1 day, 3:43:21 batch_cost: 0.8119 data_cost: 0.0047 ips: 59.1201 images/s [03/13 02:51:28] ppdet.engine INFO: Epoch: [107] [600/610] learning_rate: 0.171470 loss_vfl: 0.993668 loss_bbox: 0.459482 loss_dfl: 0.427881 loss: 1.854525 eta: 1 day, 3:43:00 batch_cost: 0.7574 data_cost: 0.0004 ips: 63.3782 images/s [03/13 02:51:41] ppdet.engine INFO: Epoch: [108] [ 0/610] learning_rate: 0.171452 loss_vfl: 1.000603 loss_bbox: 0.450439 loss_dfl: 0.425914 loss: 1.881379 eta: 1 day, 3:42:56 batch_cost: 0.9239 data_cost: 0.1675 ips: 51.9551 images/s [03/13 02:52:00] ppdet.engine INFO: Epoch: [108] [ 20/610] learning_rate: 0.171414 loss_vfl: 0.944315 loss_bbox: 0.412469 loss_dfl: 0.394729 loss: 1.712872 eta: 1 day, 3:42:38 batch_cost: 0.8453 data_cost: 0.0003 ips: 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[108] [120/610] learning_rate: 0.171228 loss_vfl: 0.997993 loss_bbox: 0.446363 loss_dfl: 0.418126 loss: 1.845010 eta: 1 day, 3:41:08 batch_cost: 0.8142 data_cost: 0.0003 ips: 58.9505 images/s [03/13 02:53:49] ppdet.engine INFO: Epoch: [108] [140/610] learning_rate: 0.171191 loss_vfl: 0.995738 loss_bbox: 0.453016 loss_dfl: 0.421914 loss: 1.857131 eta: 1 day, 3:40:49 batch_cost: 0.8005 data_cost: 0.0003 ips: 59.9624 images/s [03/13 02:54:07] ppdet.engine INFO: Epoch: [108] [160/610] learning_rate: 0.171153 loss_vfl: 0.969128 loss_bbox: 0.448736 loss_dfl: 0.424860 loss: 1.870096 eta: 1 day, 3:40:31 batch_cost: 0.8132 data_cost: 0.0003 ips: 59.0252 images/s [03/13 02:54:26] ppdet.engine INFO: Epoch: [108] [180/610] learning_rate: 0.171116 loss_vfl: 0.999882 loss_bbox: 0.452065 loss_dfl: 0.428499 loss: 1.901122 eta: 1 day, 3:40:13 batch_cost: 0.8350 data_cost: 0.0003 ips: 57.4826 images/s [03/13 02:54:42] ppdet.engine INFO: Epoch: [108] [200/610] learning_rate: 0.171079 loss_vfl: 0.983388 loss_bbox: 0.440920 loss_dfl: 0.410202 loss: 1.847689 eta: 1 day, 3:39:53 batch_cost: 0.7597 data_cost: 0.0009 ips: 63.1846 images/s [03/13 02:55:01] ppdet.engine INFO: Epoch: [108] [220/610] learning_rate: 0.171041 loss_vfl: 0.951707 loss_bbox: 0.437274 loss_dfl: 0.406950 loss: 1.816717 eta: 1 day, 3:39:34 batch_cost: 0.7993 data_cost: 0.0003 ips: 60.0533 images/s [03/13 02:55:19] ppdet.engine INFO: Epoch: [108] [240/610] learning_rate: 0.171004 loss_vfl: 0.983257 loss_bbox: 0.448649 loss_dfl: 0.418228 loss: 1.845855 eta: 1 day, 3:39:16 batch_cost: 0.8237 data_cost: 0.0003 ips: 58.2737 images/s [03/13 02:55:36] ppdet.engine INFO: Epoch: [108] [260/610] learning_rate: 0.170967 loss_vfl: 0.982378 loss_bbox: 0.439059 loss_dfl: 0.421943 loss: 1.837276 eta: 1 day, 3:38:56 batch_cost: 0.7758 data_cost: 0.0009 ips: 61.8755 images/s [03/13 02:55:54] ppdet.engine INFO: Epoch: [108] [280/610] learning_rate: 0.170929 loss_vfl: 0.974931 loss_bbox: 0.446275 loss_dfl: 0.408921 loss: 1.824412 eta: 1 day, 3:38:36 batch_cost: 0.7699 data_cost: 0.0003 ips: 62.3489 images/s [03/13 02:56:11] ppdet.engine INFO: Epoch: [108] [300/610] learning_rate: 0.170892 loss_vfl: 0.917608 loss_bbox: 0.433061 loss_dfl: 0.395451 loss: 1.744848 eta: 1 day, 3:38:16 batch_cost: 0.7574 data_cost: 0.0010 ips: 63.3721 images/s [03/13 02:56:28] ppdet.engine INFO: Epoch: [108] [320/610] learning_rate: 0.170854 loss_vfl: 1.006047 loss_bbox: 0.440827 loss_dfl: 0.423545 loss: 1.868950 eta: 1 day, 3:37:55 batch_cost: 0.7499 data_cost: 0.0003 ips: 64.0095 images/s [03/13 02:56:46] ppdet.engine INFO: Epoch: [108] [340/610] learning_rate: 0.170817 loss_vfl: 1.035902 loss_bbox: 0.440907 loss_dfl: 0.414655 loss: 1.893020 eta: 1 day, 3:37:36 batch_cost: 0.8012 data_cost: 0.0009 ips: 59.9076 images/s [03/13 02:57:04] ppdet.engine INFO: Epoch: [108] [360/610] learning_rate: 0.170780 loss_vfl: 0.996002 loss_bbox: 0.473473 loss_dfl: 0.434749 loss: 1.906900 eta: 1 day, 3:37:18 batch_cost: 0.8006 data_cost: 0.0003 ips: 59.9531 images/s [03/13 02:57:22] ppdet.engine INFO: Epoch: [108] [380/610] learning_rate: 0.170742 loss_vfl: 0.988848 loss_bbox: 0.446284 loss_dfl: 0.426025 loss: 1.855979 eta: 1 day, 3:36:58 batch_cost: 0.7849 data_cost: 0.0003 ips: 61.1520 images/s [03/13 02:57:40] ppdet.engine INFO: Epoch: [108] [400/610] learning_rate: 0.170705 loss_vfl: 0.992660 loss_bbox: 0.419714 loss_dfl: 0.397440 loss: 1.788124 eta: 1 day, 3:36:40 batch_cost: 0.8283 data_cost: 0.0003 ips: 57.9474 images/s [03/13 02:57:57] ppdet.engine INFO: Epoch: [108] [420/610] learning_rate: 0.170667 loss_vfl: 0.984571 loss_bbox: 0.455665 loss_dfl: 0.415362 loss: 1.861301 eta: 1 day, 3:36:21 batch_cost: 0.7707 data_cost: 0.0003 ips: 62.2805 images/s [03/13 02:58:15] ppdet.engine INFO: Epoch: [108] [440/610] learning_rate: 0.170630 loss_vfl: 1.022327 loss_bbox: 0.438011 loss_dfl: 0.416362 loss: 1.912206 eta: 1 day, 3:36:02 batch_cost: 0.8200 data_cost: 0.0003 ips: 58.5343 images/s [03/13 02:58:33] ppdet.engine INFO: Epoch: [108] [460/610] learning_rate: 0.170593 loss_vfl: 0.994197 loss_bbox: 0.434760 loss_dfl: 0.424963 loss: 1.850239 eta: 1 day, 3:35:43 batch_cost: 0.7858 data_cost: 0.0003 ips: 61.0852 images/s [03/13 02:58:51] ppdet.engine INFO: Epoch: [108] [480/610] learning_rate: 0.170555 loss_vfl: 0.990512 loss_bbox: 0.461624 loss_dfl: 0.431665 loss: 1.885299 eta: 1 day, 3:35:24 batch_cost: 0.7837 data_cost: 0.0049 ips: 61.2480 images/s [03/13 02:59:09] ppdet.engine INFO: Epoch: [108] [500/610] learning_rate: 0.170518 loss_vfl: 1.028462 loss_bbox: 0.455444 loss_dfl: 0.438639 loss: 1.925626 eta: 1 day, 3:35:05 batch_cost: 0.7954 data_cost: 0.0003 ips: 60.3449 images/s [03/13 02:59:27] ppdet.engine INFO: Epoch: [108] [520/610] learning_rate: 0.170480 loss_vfl: 0.976718 loss_bbox: 0.411821 loss_dfl: 0.404796 loss: 1.789170 eta: 1 day, 3:34:46 batch_cost: 0.8167 data_cost: 0.0008 ips: 58.7714 images/s [03/13 02:59:45] ppdet.engine INFO: Epoch: [108] [540/610] learning_rate: 0.170443 loss_vfl: 0.965463 loss_bbox: 0.466908 loss_dfl: 0.438060 loss: 1.867435 eta: 1 day, 3:34:29 batch_cost: 0.8309 data_cost: 0.0003 ips: 57.7685 images/s [03/13 03:00:04] ppdet.engine INFO: Epoch: [108] [560/610] learning_rate: 0.170405 loss_vfl: 1.015838 loss_bbox: 0.430851 loss_dfl: 0.411474 loss: 1.868557 eta: 1 day, 3:34:10 batch_cost: 0.8004 data_cost: 0.0003 ips: 59.9728 images/s [03/13 03:00:21] ppdet.engine INFO: Epoch: [108] [580/610] learning_rate: 0.170368 loss_vfl: 0.989952 loss_bbox: 0.446385 loss_dfl: 0.426057 loss: 1.849330 eta: 1 day, 3:33:50 batch_cost: 0.7804 data_cost: 0.0003 ips: 61.5057 images/s [03/13 03:00:39] ppdet.engine INFO: Epoch: [108] [600/610] learning_rate: 0.170331 loss_vfl: 1.037292 loss_bbox: 0.470017 loss_dfl: 0.439890 loss: 1.967341 eta: 1 day, 3:33:31 batch_cost: 0.7852 data_cost: 0.0003 ips: 61.1285 images/s [03/13 03:00:51] ppdet.engine INFO: Epoch: [109] [ 0/610] learning_rate: 0.170312 loss_vfl: 0.988596 loss_bbox: 0.431010 loss_dfl: 0.420852 loss: 1.840961 eta: 1 day, 3:33:25 batch_cost: 0.8830 data_cost: 0.1867 ips: 54.3622 images/s [03/13 03:01:11] ppdet.engine INFO: Epoch: [109] [ 20/610] learning_rate: 0.170274 loss_vfl: 1.022287 loss_bbox: 0.449840 loss_dfl: 0.426408 loss: 1.883179 eta: 1 day, 3:33:08 batch_cost: 0.8633 data_cost: 0.0010 ips: 55.6005 images/s [03/13 03:01:29] ppdet.engine INFO: Epoch: [109] [ 40/610] learning_rate: 0.170237 loss_vfl: 0.968479 loss_bbox: 0.441107 loss_dfl: 0.420586 loss: 1.825526 eta: 1 day, 3:32:51 batch_cost: 0.8370 data_cost: 0.0003 ips: 57.3458 images/s [03/13 03:01:47] ppdet.engine INFO: Epoch: [109] [ 60/610] learning_rate: 0.170199 loss_vfl: 1.006494 loss_bbox: 0.447807 loss_dfl: 0.434762 loss: 1.911768 eta: 1 day, 3:32:32 batch_cost: 0.8036 data_cost: 0.0003 ips: 59.7324 images/s [03/13 03:02:05] ppdet.engine INFO: Epoch: [109] [ 80/610] learning_rate: 0.170162 loss_vfl: 0.989707 loss_bbox: 0.434237 loss_dfl: 0.425734 loss: 1.838560 eta: 1 day, 3:32:14 batch_cost: 0.8224 data_cost: 0.0003 ips: 58.3645 images/s [03/13 03:02:23] ppdet.engine INFO: Epoch: [109] [100/610] learning_rate: 0.170124 loss_vfl: 1.018078 loss_bbox: 0.456977 loss_dfl: 0.431930 loss: 1.914587 eta: 1 day, 3:31:54 batch_cost: 0.7702 data_cost: 0.0003 ips: 62.3227 images/s [03/13 03:02:40] ppdet.engine INFO: Epoch: [109] [120/610] learning_rate: 0.170087 loss_vfl: 1.020528 loss_bbox: 0.454103 loss_dfl: 0.430079 loss: 1.894893 eta: 1 day, 3:31:36 batch_cost: 0.8051 data_cost: 0.0004 ips: 59.6202 images/s [03/13 03:02:59] ppdet.engine INFO: Epoch: [109] [140/610] learning_rate: 0.170049 loss_vfl: 0.947544 loss_bbox: 0.442455 loss_dfl: 0.413259 loss: 1.812452 eta: 1 day, 3:31:17 batch_cost: 0.8185 data_cost: 0.0004 ips: 58.6456 images/s [03/13 03:03:16] ppdet.engine INFO: Epoch: [109] [160/610] learning_rate: 0.170012 loss_vfl: 1.011606 loss_bbox: 0.451995 loss_dfl: 0.424721 loss: 1.922181 eta: 1 day, 3:30:57 batch_cost: 0.7571 data_cost: 0.0004 ips: 63.3995 images/s [03/13 03:03:34] ppdet.engine INFO: Epoch: [109] [180/610] learning_rate: 0.169974 loss_vfl: 0.944052 loss_bbox: 0.425447 loss_dfl: 0.411626 loss: 1.785785 eta: 1 day, 3:30:39 batch_cost: 0.8206 data_cost: 0.0003 ips: 58.4958 images/s [03/13 03:03:52] ppdet.engine INFO: Epoch: [109] [200/610] learning_rate: 0.169937 loss_vfl: 0.997575 loss_bbox: 0.417581 loss_dfl: 0.414798 loss: 1.838969 eta: 1 day, 3:30:20 batch_cost: 0.7913 data_cost: 0.0003 ips: 60.6571 images/s [03/13 03:04:09] ppdet.engine INFO: Epoch: [109] [220/610] learning_rate: 0.169899 loss_vfl: 0.975243 loss_bbox: 0.457618 loss_dfl: 0.422444 loss: 1.855964 eta: 1 day, 3:29:59 batch_cost: 0.7413 data_cost: 0.0003 ips: 64.7555 images/s [03/13 03:04:27] ppdet.engine INFO: Epoch: [109] [240/610] learning_rate: 0.169862 loss_vfl: 1.011181 loss_bbox: 0.433727 loss_dfl: 0.426007 loss: 1.857486 eta: 1 day, 3:29:41 batch_cost: 0.8217 data_cost: 0.0003 ips: 58.4171 images/s [03/13 03:04:45] ppdet.engine INFO: Epoch: [109] [260/610] learning_rate: 0.169824 loss_vfl: 1.023221 loss_bbox: 0.448071 loss_dfl: 0.419252 loss: 1.910171 eta: 1 day, 3:29:23 batch_cost: 0.8121 data_cost: 0.0003 ips: 59.1095 images/s [03/13 03:05:03] ppdet.engine INFO: Epoch: [109] [280/610] learning_rate: 0.169787 loss_vfl: 1.003554 loss_bbox: 0.436397 loss_dfl: 0.420032 loss: 1.869590 eta: 1 day, 3:29:04 batch_cost: 0.7983 data_cost: 0.0003 ips: 60.1299 images/s [03/13 03:05:19] ppdet.engine INFO: Epoch: [109] [300/610] learning_rate: 0.169749 loss_vfl: 0.944232 loss_bbox: 0.438615 loss_dfl: 0.406886 loss: 1.798604 eta: 1 day, 3:28:42 batch_cost: 0.7152 data_cost: 0.0003 ips: 67.1177 images/s [03/13 03:05:37] ppdet.engine INFO: Epoch: [109] [320/610] learning_rate: 0.169712 loss_vfl: 0.983829 loss_bbox: 0.454546 loss_dfl: 0.416786 loss: 1.820213 eta: 1 day, 3:28:22 batch_cost: 0.7775 data_cost: 0.0003 ips: 61.7365 images/s [03/13 03:05:55] ppdet.engine INFO: Epoch: [109] [340/610] learning_rate: 0.169674 loss_vfl: 1.046019 loss_bbox: 0.478816 loss_dfl: 0.434664 loss: 1.960299 eta: 1 day, 3:28:03 batch_cost: 0.7875 data_cost: 0.0004 ips: 60.9501 images/s [03/13 03:06:13] ppdet.engine INFO: Epoch: [109] [360/610] learning_rate: 0.169636 loss_vfl: 0.982576 loss_bbox: 0.417589 loss_dfl: 0.401489 loss: 1.797055 eta: 1 day, 3:27:45 batch_cost: 0.8243 data_cost: 0.0003 ips: 58.2290 images/s [03/13 03:06:30] ppdet.engine INFO: Epoch: [109] [380/610] learning_rate: 0.169599 loss_vfl: 1.035384 loss_bbox: 0.458376 loss_dfl: 0.434820 loss: 1.940991 eta: 1 day, 3:27:25 batch_cost: 0.7771 data_cost: 0.0003 ips: 61.7642 images/s [03/13 03:06:48] ppdet.engine INFO: Epoch: [109] [400/610] learning_rate: 0.169561 loss_vfl: 0.936198 loss_bbox: 0.401168 loss_dfl: 0.396250 loss: 1.759389 eta: 1 day, 3:27:06 batch_cost: 0.7852 data_cost: 0.0003 ips: 61.1281 images/s [03/13 03:07:05] ppdet.engine INFO: Epoch: [109] [420/610] learning_rate: 0.169524 loss_vfl: 0.975541 loss_bbox: 0.428838 loss_dfl: 0.415067 loss: 1.817439 eta: 1 day, 3:26:46 batch_cost: 0.7683 data_cost: 0.0010 ips: 62.4751 images/s [03/13 03:07:22] ppdet.engine INFO: Epoch: [109] [440/610] learning_rate: 0.169486 loss_vfl: 0.947359 loss_bbox: 0.419651 loss_dfl: 0.395586 loss: 1.757373 eta: 1 day, 3:26:26 batch_cost: 0.7590 data_cost: 0.0004 ips: 63.2440 images/s [03/13 03:07:41] ppdet.engine INFO: Epoch: [109] [460/610] learning_rate: 0.169448 loss_vfl: 1.001028 loss_bbox: 0.446643 loss_dfl: 0.412542 loss: 1.843817 eta: 1 day, 3:26:07 batch_cost: 0.8050 data_cost: 0.0003 ips: 59.6307 images/s [03/13 03:07:58] ppdet.engine INFO: Epoch: [109] [480/610] learning_rate: 0.169411 loss_vfl: 1.034024 loss_bbox: 0.462826 loss_dfl: 0.448242 loss: 1.943122 eta: 1 day, 3:25:49 batch_cost: 0.8034 data_cost: 0.0003 ips: 59.7477 images/s [03/13 03:08:16] ppdet.engine INFO: Epoch: [109] [500/610] learning_rate: 0.169373 loss_vfl: 0.986033 loss_bbox: 0.446695 loss_dfl: 0.410711 loss: 1.851098 eta: 1 day, 3:25:28 batch_cost: 0.7395 data_cost: 0.0003 ips: 64.9055 images/s [03/13 03:08:33] ppdet.engine INFO: Epoch: [109] [520/610] learning_rate: 0.169336 loss_vfl: 0.978659 loss_bbox: 0.418467 loss_dfl: 0.411685 loss: 1.784417 eta: 1 day, 3:25:07 batch_cost: 0.7456 data_cost: 0.0003 ips: 64.3743 images/s [03/13 03:08:50] ppdet.engine INFO: Epoch: [109] [540/610] learning_rate: 0.169298 loss_vfl: 0.917634 loss_bbox: 0.407130 loss_dfl: 0.388516 loss: 1.713092 eta: 1 day, 3:24:48 batch_cost: 0.7797 data_cost: 0.0003 ips: 61.5634 images/s [03/13 03:09:08] ppdet.engine INFO: Epoch: [109] [560/610] learning_rate: 0.169260 loss_vfl: 1.000904 loss_bbox: 0.462746 loss_dfl: 0.437337 loss: 1.898198 eta: 1 day, 3:24:28 batch_cost: 0.7629 data_cost: 0.0003 ips: 62.9153 images/s [03/13 03:09:25] ppdet.engine INFO: Epoch: [109] [580/610] learning_rate: 0.169223 loss_vfl: 0.981395 loss_bbox: 0.435508 loss_dfl: 0.408750 loss: 1.828887 eta: 1 day, 3:24:08 batch_cost: 0.7707 data_cost: 0.0004 ips: 62.2826 images/s [03/13 03:09:44] ppdet.engine INFO: Epoch: [109] [600/610] learning_rate: 0.169185 loss_vfl: 0.961299 loss_bbox: 0.436724 loss_dfl: 0.423872 loss: 1.821011 eta: 1 day, 3:23:50 batch_cost: 0.8160 data_cost: 0.0004 ips: 58.8213 images/s [03/13 03:09:51] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_s_416_coco [03/13 03:09:51] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_s_416_coco [03/13 03:09:51] ppdet.engine INFO: Eval iter: 0 [03/13 03:10:08] ppdet.engine INFO: Eval iter: 100 [03/13 03:10:18] ppdet.engine INFO: Eval iter: 200 [03/13 03:10:28] ppdet.engine INFO: Eval iter: 300 [03/13 03:10:38] ppdet.engine INFO: Eval iter: 400 [03/13 03:10:48] ppdet.engine INFO: Eval iter: 500 [03/13 03:10:58] ppdet.engine INFO: Eval iter: 600 [03/13 03:11:14] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json. loading annotations into memory... Done (t=0.64s) creating index... index created! [03/13 03:11:15] ppdet.metrics.coco_utils INFO: Start evaluate... Loading and preparing results... DONE (t=4.72s) creating index... index created! Running per image evaluation... Evaluate annotation type *bbox* DONE (t=96.16s). Accumulating evaluation results... DONE (t=18.23s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.290 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.432 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.306 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.104 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.298 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.469 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.268 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.430 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.459 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.185 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.511 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.710 [03/13 03:13:16] ppdet.engine INFO: Total sample number: 4952, averge FPS: 71.24122983608568 [03/13 03:13:16] ppdet.engine INFO: Best test bbox ap is 0.290. [03/13 03:13:16] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_s_416_coco [03/13 03:13:16] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_s_416_coco [03/13 03:13:17] ppdet.engine INFO: Epoch: [110] [ 0/610] learning_rate: 0.169166 loss_vfl: 0.989255 loss_bbox: 0.442334 loss_dfl: 0.419930 loss: 1.852783 eta: 1 day, 3:23:36 batch_cost: 0.7099 data_cost: 0.0003 ips: 67.6122 images/s [03/13 03:13:35] ppdet.engine INFO: Epoch: [110] [ 20/610] learning_rate: 0.169129 loss_vfl: 0.973656 loss_bbox: 0.435390 loss_dfl: 0.400652 loss: 1.791203 eta: 1 day, 3:23:17 batch_cost: 0.7894 data_cost: 0.0003 ips: 60.8034 images/s [03/13 03:13:53] ppdet.engine INFO: Epoch: [110] [ 40/610] learning_rate: 0.169091 loss_vfl: 0.945316 loss_bbox: 0.428369 loss_dfl: 0.395628 loss: 1.783237 eta: 1 day, 3:22:59 batch_cost: 0.8300 data_cost: 0.0003 ips: 57.8332 images/s [03/13 03:14:11] ppdet.engine INFO: Epoch: [110] [ 60/610] learning_rate: 0.169053 loss_vfl: 0.988868 loss_bbox: 0.444754 loss_dfl: 0.421794 loss: 1.851297 eta: 1 day, 3:22:41 batch_cost: 0.8123 data_cost: 0.0003 ips: 59.0879 images/s [03/13 03:14:30] ppdet.engine INFO: Epoch: [110] [ 80/610] learning_rate: 0.169016 loss_vfl: 0.928734 loss_bbox: 0.413540 loss_dfl: 0.397344 loss: 1.716710 eta: 1 day, 3:22:24 batch_cost: 0.8598 data_cost: 0.0003 ips: 55.8282 images/s [03/13 03:14:48] ppdet.engine INFO: Epoch: [110] [100/610] learning_rate: 0.168978 loss_vfl: 0.996779 loss_bbox: 0.450276 loss_dfl: 0.431364 loss: 1.875570 eta: 1 day, 3:22:06 batch_cost: 0.8190 data_cost: 0.0003 ips: 58.6049 images/s [03/13 03:15:06] ppdet.engine INFO: Epoch: [110] [120/610] learning_rate: 0.168940 loss_vfl: 0.934661 loss_bbox: 0.410932 loss_dfl: 0.395206 loss: 1.757211 eta: 1 day, 3:21:47 batch_cost: 0.7986 data_cost: 0.0003 ips: 60.1079 images/s [03/13 03:15:24] ppdet.engine INFO: Epoch: [110] [140/610] learning_rate: 0.168903 loss_vfl: 0.988061 loss_bbox: 0.431272 loss_dfl: 0.419230 loss: 1.827437 eta: 1 day, 3:21:29 batch_cost: 0.8004 data_cost: 0.0003 ips: 59.9716 images/s [03/13 03:15:42] ppdet.engine INFO: Epoch: [110] [160/610] learning_rate: 0.168865 loss_vfl: 1.016078 loss_bbox: 0.446505 loss_dfl: 0.425906 loss: 1.897516 eta: 1 day, 3:21:10 batch_cost: 0.7925 data_cost: 0.0020 ips: 60.5715 images/s [03/13 03:16:00] ppdet.engine INFO: Epoch: [110] [180/610] learning_rate: 0.168827 loss_vfl: 1.008226 loss_bbox: 0.449572 loss_dfl: 0.427847 loss: 1.911793 eta: 1 day, 3:20:51 batch_cost: 0.8138 data_cost: 0.0003 ips: 58.9800 images/s [03/13 03:16:19] ppdet.engine INFO: Epoch: [110] [200/610] learning_rate: 0.168790 loss_vfl: 1.039785 loss_bbox: 0.457622 loss_dfl: 0.430310 loss: 1.934381 eta: 1 day, 3:20:34 batch_cost: 0.8346 data_cost: 0.0003 ips: 57.5159 images/s [03/13 03:16:36] ppdet.engine INFO: Epoch: [110] [220/610] learning_rate: 0.168752 loss_vfl: 0.939005 loss_bbox: 0.443387 loss_dfl: 0.395876 loss: 1.787612 eta: 1 day, 3:20:14 batch_cost: 0.7647 data_cost: 0.0003 ips: 62.7683 images/s [03/13 03:16:53] ppdet.engine INFO: Epoch: [110] [240/610] learning_rate: 0.168714 loss_vfl: 0.989967 loss_bbox: 0.434925 loss_dfl: 0.412431 loss: 1.814352 eta: 1 day, 3:19:54 batch_cost: 0.7834 data_cost: 0.0003 ips: 61.2699 images/s [03/13 03:17:11] ppdet.engine INFO: Epoch: [110] [260/610] learning_rate: 0.168676 loss_vfl: 1.029247 loss_bbox: 0.439564 loss_dfl: 0.432273 loss: 1.889922 eta: 1 day, 3:19:35 batch_cost: 0.7723 data_cost: 0.0003 ips: 62.1517 images/s [03/13 03:17:29] ppdet.engine INFO: Epoch: [110] [280/610] learning_rate: 0.168639 loss_vfl: 1.019329 loss_bbox: 0.446825 loss_dfl: 0.436688 loss: 1.937844 eta: 1 day, 3:19:17 batch_cost: 0.8190 data_cost: 0.0011 ips: 58.6115 images/s [03/13 03:17:47] ppdet.engine INFO: Epoch: [110] [300/610] learning_rate: 0.168601 loss_vfl: 1.002692 loss_bbox: 0.451728 loss_dfl: 0.428047 loss: 1.882652 eta: 1 day, 3:18:59 batch_cost: 0.8288 data_cost: 0.0004 ips: 57.9120 images/s [03/13 03:18:05] ppdet.engine INFO: Epoch: [110] [320/610] learning_rate: 0.168563 loss_vfl: 0.993802 loss_bbox: 0.453240 loss_dfl: 0.421569 loss: 1.879059 eta: 1 day, 3:18:40 batch_cost: 0.8018 data_cost: 0.0010 ips: 59.8671 images/s [03/13 03:18:23] ppdet.engine INFO: Epoch: [110] [340/610] learning_rate: 0.168525 loss_vfl: 0.956664 loss_bbox: 0.435741 loss_dfl: 0.410596 loss: 1.797472 eta: 1 day, 3:18:22 batch_cost: 0.8130 data_cost: 0.0003 ips: 59.0396 images/s [03/13 03:18:41] ppdet.engine INFO: Epoch: [110] [360/610] learning_rate: 0.168488 loss_vfl: 0.939977 loss_bbox: 0.431622 loss_dfl: 0.402903 loss: 1.750487 eta: 1 day, 3:18:03 batch_cost: 0.7976 data_cost: 0.0003 ips: 60.1793 images/s [03/13 03:18:59] ppdet.engine INFO: Epoch: [110] [380/610] learning_rate: 0.168450 loss_vfl: 0.992881 loss_bbox: 0.446107 loss_dfl: 0.430454 loss: 1.869554 eta: 1 day, 3:17:44 batch_cost: 0.7828 data_cost: 0.0003 ips: 61.3205 images/s [03/13 03:19:16] ppdet.engine INFO: Epoch: [110] [400/610] learning_rate: 0.168412 loss_vfl: 1.023219 loss_bbox: 0.448206 loss_dfl: 0.439503 loss: 1.938548 eta: 1 day, 3:17:25 batch_cost: 0.8045 data_cost: 0.0003 ips: 59.6627 images/s [03/13 03:19:34] ppdet.engine INFO: Epoch: [110] [420/610] learning_rate: 0.168374 loss_vfl: 0.940933 loss_bbox: 0.419392 loss_dfl: 0.402918 loss: 1.762280 eta: 1 day, 3:17:07 batch_cost: 0.8087 data_cost: 0.0006 ips: 59.3541 images/s [03/13 03:19:53] ppdet.engine INFO: Epoch: [110] [440/610] learning_rate: 0.168337 loss_vfl: 0.936658 loss_bbox: 0.423053 loss_dfl: 0.400107 loss: 1.764909 eta: 1 day, 3:16:49 batch_cost: 0.8421 data_cost: 0.0003 ips: 57.0005 images/s [03/13 03:20:11] ppdet.engine INFO: Epoch: [110] [460/610] learning_rate: 0.168299 loss_vfl: 0.934477 loss_bbox: 0.442299 loss_dfl: 0.418499 loss: 1.765646 eta: 1 day, 3:16:30 batch_cost: 0.7780 data_cost: 0.0003 ips: 61.6979 images/s [03/13 03:20:29] ppdet.engine INFO: Epoch: [110] [480/610] learning_rate: 0.168261 loss_vfl: 1.031574 loss_bbox: 0.445357 loss_dfl: 0.434131 loss: 1.915417 eta: 1 day, 3:16:11 batch_cost: 0.7949 data_cost: 0.0007 ips: 60.3880 images/s [03/13 03:20:46] ppdet.engine INFO: Epoch: [110] [500/610] learning_rate: 0.168223 loss_vfl: 1.004492 loss_bbox: 0.453757 loss_dfl: 0.428996 loss: 1.890430 eta: 1 day, 3:15:52 batch_cost: 0.8067 data_cost: 0.0003 ips: 59.5001 images/s [03/13 03:21:04] ppdet.engine INFO: Epoch: [110] [520/610] learning_rate: 0.168186 loss_vfl: 0.985935 loss_bbox: 0.432810 loss_dfl: 0.414355 loss: 1.828875 eta: 1 day, 3:15:34 batch_cost: 0.7964 data_cost: 0.0003 ips: 60.2736 images/s [03/13 03:21:21] ppdet.engine INFO: Epoch: [110] [540/610] learning_rate: 0.168148 loss_vfl: 0.948085 loss_bbox: 0.438653 loss_dfl: 0.414679 loss: 1.786529 eta: 1 day, 3:15:15 batch_cost: 0.7964 data_cost: 0.0003 ips: 60.2738 images/s [03/13 03:21:39] ppdet.engine INFO: Epoch: [110] [560/610] learning_rate: 0.168110 loss_vfl: 0.995472 loss_bbox: 0.455723 loss_dfl: 0.426522 loss: 1.893645 eta: 1 day, 3:14:55 batch_cost: 0.7833 data_cost: 0.0010 ips: 61.2830 images/s [03/13 03:21:57] ppdet.engine INFO: Epoch: [110] [580/610] learning_rate: 0.168072 loss_vfl: 0.966619 loss_bbox: 0.419701 loss_dfl: 0.411903 loss: 1.808216 eta: 1 day, 3:14:37 batch_cost: 0.7998 data_cost: 0.0011 ips: 60.0154 images/s [03/13 03:22:15] ppdet.engine INFO: Epoch: [110] [600/610] learning_rate: 0.168034 loss_vfl: 0.973484 loss_bbox: 0.434156 loss_dfl: 0.421615 loss: 1.822397 eta: 1 day, 3:14:16 batch_cost: 0.7396 data_cost: 0.0004 ips: 64.9008 images/s [03/13 03:22:28] ppdet.engine INFO: Epoch: [111] [ 0/610] learning_rate: 0.168015 loss_vfl: 0.943550 loss_bbox: 0.409732 loss_dfl: 0.400807 loss: 1.751928 eta: 1 day, 3:14:12 batch_cost: 0.9060 data_cost: 0.1568 ips: 52.9778 images/s [03/13 03:22:48] ppdet.engine INFO: Epoch: [111] [ 20/610] learning_rate: 0.167978 loss_vfl: 0.989635 loss_bbox: 0.449882 loss_dfl: 0.415258 loss: 1.859072 eta: 1 day, 3:13:56 batch_cost: 0.8648 data_cost: 0.0004 ips: 55.5067 images/s [03/13 03:23:05] ppdet.engine INFO: Epoch: [111] [ 40/610] learning_rate: 0.167940 loss_vfl: 0.958916 loss_bbox: 0.433779 loss_dfl: 0.413623 loss: 1.790757 eta: 1 day, 3:13:35 batch_cost: 0.7481 data_cost: 0.0058 ips: 64.1606 images/s [03/13 03:23:24] ppdet.engine INFO: Epoch: [111] [ 60/610] learning_rate: 0.167902 loss_vfl: 1.008850 loss_bbox: 0.440065 loss_dfl: 0.424633 loss: 1.881904 eta: 1 day, 3:13:18 batch_cost: 0.8463 data_cost: 0.0003 ips: 56.7176 images/s [03/13 03:23:42] ppdet.engine INFO: Epoch: [111] [ 80/610] learning_rate: 0.167864 loss_vfl: 0.982035 loss_bbox: 0.437941 loss_dfl: 0.416379 loss: 1.827751 eta: 1 day, 3:12:59 batch_cost: 0.7769 data_cost: 0.0005 ips: 61.7855 images/s [03/13 03:24:00] ppdet.engine INFO: Epoch: [111] [100/610] learning_rate: 0.167826 loss_vfl: 0.950773 loss_bbox: 0.405100 loss_dfl: 0.390057 loss: 1.732996 eta: 1 day, 3:12:42 batch_cost: 0.8513 data_cost: 0.0003 ips: 56.3843 images/s [03/13 03:24:18] ppdet.engine INFO: Epoch: [111] [120/610] learning_rate: 0.167788 loss_vfl: 0.963928 loss_bbox: 0.437373 loss_dfl: 0.424399 loss: 1.814825 eta: 1 day, 3:12:22 batch_cost: 0.7725 data_cost: 0.0009 ips: 62.1395 images/s [03/13 03:24:36] ppdet.engine INFO: Epoch: [111] [140/610] learning_rate: 0.167751 loss_vfl: 0.987212 loss_bbox: 0.457447 loss_dfl: 0.431884 loss: 1.870103 eta: 1 day, 3:12:03 batch_cost: 0.7894 data_cost: 0.0003 ips: 60.8020 images/s [03/13 03:24:54] ppdet.engine INFO: Epoch: [111] [160/610] learning_rate: 0.167713 loss_vfl: 0.965911 loss_bbox: 0.437671 loss_dfl: 0.414047 loss: 1.837130 eta: 1 day, 3:11:46 batch_cost: 0.8398 data_cost: 0.0003 ips: 57.1565 images/s [03/13 03:25:13] ppdet.engine INFO: Epoch: [111] [180/610] learning_rate: 0.167675 loss_vfl: 0.984515 loss_bbox: 0.427363 loss_dfl: 0.411133 loss: 1.813119 eta: 1 day, 3:11:30 batch_cost: 0.8814 data_cost: 0.0003 ips: 54.4591 images/s [03/13 03:25:31] ppdet.engine INFO: Epoch: [111] [200/610] learning_rate: 0.167637 loss_vfl: 0.977720 loss_bbox: 0.445222 loss_dfl: 0.430842 loss: 1.874457 eta: 1 day, 3:11:12 batch_cost: 0.8267 data_cost: 0.0003 ips: 58.0599 images/s [03/13 03:25:50] ppdet.engine INFO: Epoch: [111] [220/610] learning_rate: 0.167599 loss_vfl: 0.933627 loss_bbox: 0.429957 loss_dfl: 0.407151 loss: 1.768734 eta: 1 day, 3:10:53 batch_cost: 0.8090 data_cost: 0.0003 ips: 59.3325 images/s [03/13 03:26:08] ppdet.engine INFO: Epoch: [111] [240/610] learning_rate: 0.167561 loss_vfl: 0.938948 loss_bbox: 0.409057 loss_dfl: 0.389736 loss: 1.748326 eta: 1 day, 3:10:35 batch_cost: 0.7982 data_cost: 0.0003 ips: 60.1340 images/s [03/13 03:26:26] ppdet.engine INFO: Epoch: [111] [260/610] learning_rate: 0.167523 loss_vfl: 0.992312 loss_bbox: 0.461473 loss_dfl: 0.427887 loss: 1.877665 eta: 1 day, 3:10:15 batch_cost: 0.7851 data_cost: 0.0003 ips: 61.1356 images/s [03/13 03:26:44] ppdet.engine INFO: Epoch: [111] [280/610] learning_rate: 0.167485 loss_vfl: 1.030374 loss_bbox: 0.457873 loss_dfl: 0.424973 loss: 1.911169 eta: 1 day, 3:09:57 batch_cost: 0.8182 data_cost: 0.0003 ips: 58.6686 images/s [03/13 03:27:02] ppdet.engine INFO: Epoch: [111] [300/610] learning_rate: 0.167447 loss_vfl: 1.026609 loss_bbox: 0.464824 loss_dfl: 0.439942 loss: 1.943220 eta: 1 day, 3:09:37 batch_cost: 0.7622 data_cost: 0.0007 ips: 62.9754 images/s [03/13 03:27:20] ppdet.engine INFO: Epoch: [111] [320/610] learning_rate: 0.167410 loss_vfl: 1.008084 loss_bbox: 0.468816 loss_dfl: 0.432513 loss: 1.915815 eta: 1 day, 3:09:19 batch_cost: 0.8196 data_cost: 0.0003 ips: 58.5662 images/s [03/13 03:27:38] ppdet.engine INFO: Epoch: [111] [340/610] learning_rate: 0.167372 loss_vfl: 0.975111 loss_bbox: 0.423243 loss_dfl: 0.407008 loss: 1.824629 eta: 1 day, 3:09:00 batch_cost: 0.7882 data_cost: 0.0003 ips: 60.8948 images/s [03/13 03:27:56] ppdet.engine INFO: Epoch: [111] [360/610] learning_rate: 0.167334 loss_vfl: 0.983634 loss_bbox: 0.433268 loss_dfl: 0.416978 loss: 1.835684 eta: 1 day, 3:08:42 batch_cost: 0.8086 data_cost: 0.0004 ips: 59.3603 images/s [03/13 03:28:15] ppdet.engine INFO: Epoch: [111] [380/610] learning_rate: 0.167296 loss_vfl: 0.966921 loss_bbox: 0.435491 loss_dfl: 0.420296 loss: 1.839168 eta: 1 day, 3:08:24 batch_cost: 0.8235 data_cost: 0.0010 ips: 58.2886 images/s [03/13 03:28:33] ppdet.engine INFO: Epoch: [111] [400/610] learning_rate: 0.167258 loss_vfl: 0.988003 loss_bbox: 0.429973 loss_dfl: 0.417171 loss: 1.845023 eta: 1 day, 3:08:05 batch_cost: 0.8055 data_cost: 0.0003 ips: 59.5879 images/s [03/13 03:28:50] ppdet.engine INFO: Epoch: [111] [420/610] learning_rate: 0.167220 loss_vfl: 1.013045 loss_bbox: 0.474807 loss_dfl: 0.431418 loss: 1.899774 eta: 1 day, 3:07:47 batch_cost: 0.8082 data_cost: 0.0003 ips: 59.3936 images/s [03/13 03:29:08] ppdet.engine INFO: Epoch: [111] [440/610] learning_rate: 0.167182 loss_vfl: 0.977869 loss_bbox: 0.424211 loss_dfl: 0.419016 loss: 1.833845 eta: 1 day, 3:07:29 batch_cost: 0.8127 data_cost: 0.0003 ips: 59.0606 images/s [03/13 03:29:26] ppdet.engine INFO: Epoch: [111] [460/610] learning_rate: 0.167144 loss_vfl: 0.946320 loss_bbox: 0.405619 loss_dfl: 0.391371 loss: 1.772473 eta: 1 day, 3:07:09 batch_cost: 0.7786 data_cost: 0.0012 ips: 61.6517 images/s [03/13 03:29:43] ppdet.engine INFO: Epoch: [111] [480/610] learning_rate: 0.167106 loss_vfl: 1.006372 loss_bbox: 0.448530 loss_dfl: 0.432561 loss: 1.856751 eta: 1 day, 3:06:50 batch_cost: 0.7925 data_cost: 0.0009 ips: 60.5689 images/s [03/13 03:30:00] ppdet.engine INFO: Epoch: [111] [500/610] learning_rate: 0.167068 loss_vfl: 0.993760 loss_bbox: 0.434708 loss_dfl: 0.420195 loss: 1.847775 eta: 1 day, 3:06:30 batch_cost: 0.7484 data_cost: 0.0013 ips: 64.1333 images/s [03/13 03:30:19] ppdet.engine INFO: Epoch: [111] [520/610] learning_rate: 0.167030 loss_vfl: 0.961569 loss_bbox: 0.416285 loss_dfl: 0.406017 loss: 1.775089 eta: 1 day, 3:06:13 batch_cost: 0.8603 data_cost: 0.0026 ips: 55.7960 images/s [03/13 03:30:36] ppdet.engine INFO: Epoch: [111] [540/610] learning_rate: 0.166992 loss_vfl: 1.022752 loss_bbox: 0.452039 loss_dfl: 0.426664 loss: 1.866437 eta: 1 day, 3:05:53 batch_cost: 0.7667 data_cost: 0.0003 ips: 62.6095 images/s [03/13 03:30:54] ppdet.engine INFO: Epoch: [111] [560/610] learning_rate: 0.166954 loss_vfl: 0.990676 loss_bbox: 0.449481 loss_dfl: 0.429057 loss: 1.878901 eta: 1 day, 3:05:34 batch_cost: 0.7877 data_cost: 0.0003 ips: 60.9339 images/s [03/13 03:31:12] ppdet.engine INFO: Epoch: [111] [580/610] learning_rate: 0.166916 loss_vfl: 0.966107 loss_bbox: 0.440853 loss_dfl: 0.427021 loss: 1.845759 eta: 1 day, 3:05:14 batch_cost: 0.7670 data_cost: 0.0003 ips: 62.5813 images/s [03/13 03:31:30] ppdet.engine INFO: Epoch: [111] [600/610] learning_rate: 0.166878 loss_vfl: 1.004616 loss_bbox: 0.454154 loss_dfl: 0.421358 loss: 1.877706 eta: 1 day, 3:04:57 batch_cost: 0.8238 data_cost: 0.0004 ips: 58.2667 images/s [03/13 03:31:45] ppdet.engine INFO: Epoch: [112] [ 0/610] learning_rate: 0.166859 loss_vfl: 0.973008 loss_bbox: 0.443730 loss_dfl: 0.417233 loss: 1.845450 eta: 1 day, 3:04:54 batch_cost: 1.0200 data_cost: 0.2864 ips: 47.0603 images/s [03/13 03:32:03] ppdet.engine INFO: Epoch: [112] [ 20/610] learning_rate: 0.166821 loss_vfl: 1.033370 loss_bbox: 0.431692 loss_dfl: 0.423413 loss: 1.889075 eta: 1 day, 3:04:37 batch_cost: 0.8355 data_cost: 0.0003 ips: 57.4516 images/s [03/13 03:32:22] ppdet.engine INFO: Epoch: [112] [ 40/610] learning_rate: 0.166783 loss_vfl: 0.975533 loss_bbox: 0.436664 loss_dfl: 0.412208 loss: 1.828420 eta: 1 day, 3:04:19 batch_cost: 0.8284 data_cost: 0.0003 ips: 57.9433 images/s [03/13 03:32:40] ppdet.engine INFO: Epoch: [112] [ 60/610] learning_rate: 0.166745 loss_vfl: 0.918521 loss_bbox: 0.409233 loss_dfl: 0.393540 loss: 1.715410 eta: 1 day, 3:04:01 batch_cost: 0.8095 data_cost: 0.0004 ips: 59.2935 images/s [03/13 03:32:59] ppdet.engine INFO: Epoch: [112] [ 80/610] learning_rate: 0.166707 loss_vfl: 0.976226 loss_bbox: 0.452060 loss_dfl: 0.423335 loss: 1.861668 eta: 1 day, 3:03:43 batch_cost: 0.8124 data_cost: 0.0005 ips: 59.0834 images/s [03/13 03:33:16] ppdet.engine INFO: Epoch: [112] [100/610] learning_rate: 0.166669 loss_vfl: 0.977202 loss_bbox: 0.434309 loss_dfl: 0.420467 loss: 1.839049 eta: 1 day, 3:03:23 batch_cost: 0.7632 data_cost: 0.0004 ips: 62.8932 images/s [03/13 03:33:34] ppdet.engine INFO: Epoch: [112] [120/610] learning_rate: 0.166631 loss_vfl: 0.996829 loss_bbox: 0.442938 loss_dfl: 0.419852 loss: 1.858654 eta: 1 day, 3:03:04 batch_cost: 0.8097 data_cost: 0.0004 ips: 59.2803 images/s [03/13 03:33:51] ppdet.engine INFO: Epoch: [112] [140/610] learning_rate: 0.166593 loss_vfl: 0.986077 loss_bbox: 0.451177 loss_dfl: 0.418377 loss: 1.831632 eta: 1 day, 3:02:45 batch_cost: 0.7776 data_cost: 0.0003 ips: 61.7321 images/s [03/13 03:34:10] ppdet.engine INFO: Epoch: [112] [160/610] learning_rate: 0.166555 loss_vfl: 0.956384 loss_bbox: 0.425152 loss_dfl: 0.406782 loss: 1.769660 eta: 1 day, 3:02:27 batch_cost: 0.8311 data_cost: 0.0004 ips: 57.7580 images/s [03/13 03:34:28] ppdet.engine INFO: Epoch: [112] [180/610] learning_rate: 0.166517 loss_vfl: 1.026563 loss_bbox: 0.458898 loss_dfl: 0.427620 loss: 1.910780 eta: 1 day, 3:02:09 batch_cost: 0.8214 data_cost: 0.0018 ips: 58.4397 images/s [03/13 03:34:47] ppdet.engine INFO: Epoch: [112] [200/610] learning_rate: 0.166479 loss_vfl: 0.999965 loss_bbox: 0.461891 loss_dfl: 0.437733 loss: 1.926924 eta: 1 day, 3:01:51 batch_cost: 0.8183 data_cost: 0.0003 ips: 58.6565 images/s [03/13 03:35:04] ppdet.engine INFO: Epoch: [112] [220/610] learning_rate: 0.166441 loss_vfl: 0.962593 loss_bbox: 0.437642 loss_dfl: 0.414963 loss: 1.814637 eta: 1 day, 3:01:32 batch_cost: 0.7954 data_cost: 0.0003 ips: 60.3501 images/s [03/13 03:35:22] ppdet.engine INFO: Epoch: [112] [240/610] learning_rate: 0.166403 loss_vfl: 0.972234 loss_bbox: 0.429210 loss_dfl: 0.413343 loss: 1.806757 eta: 1 day, 3:01:14 batch_cost: 0.7926 data_cost: 0.0003 ips: 60.5595 images/s [03/13 03:35:41] ppdet.engine INFO: Epoch: [112] [260/610] learning_rate: 0.166365 loss_vfl: 0.960068 loss_bbox: 0.422101 loss_dfl: 0.401148 loss: 1.788946 eta: 1 day, 3:00:55 batch_cost: 0.8178 data_cost: 0.0003 ips: 58.6943 images/s [03/13 03:35:58] ppdet.engine INFO: Epoch: [112] [280/610] learning_rate: 0.166327 loss_vfl: 1.031531 loss_bbox: 0.477175 loss_dfl: 0.455516 loss: 1.948643 eta: 1 day, 3:00:35 batch_cost: 0.7595 data_cost: 0.0003 ips: 63.1964 images/s [03/13 03:36:16] ppdet.engine INFO: Epoch: [112] [300/610] learning_rate: 0.166289 loss_vfl: 1.012249 loss_bbox: 0.430391 loss_dfl: 0.414063 loss: 1.818486 eta: 1 day, 3:00:18 batch_cost: 0.8257 data_cost: 0.0003 ips: 58.1347 images/s [03/13 03:36:33] ppdet.engine INFO: Epoch: [112] [320/610] learning_rate: 0.166251 loss_vfl: 0.959647 loss_bbox: 0.437347 loss_dfl: 0.408582 loss: 1.802003 eta: 1 day, 2:59:58 batch_cost: 0.7825 data_cost: 0.0003 ips: 61.3390 images/s [03/13 03:36:50] ppdet.engine INFO: Epoch: [112] [340/610] learning_rate: 0.166213 loss_vfl: 0.993229 loss_bbox: 0.439859 loss_dfl: 0.421838 loss: 1.867165 eta: 1 day, 2:59:39 batch_cost: 0.7734 data_cost: 0.0004 ips: 62.0616 images/s [03/13 03:37:09] ppdet.engine INFO: Epoch: [112] [360/610] learning_rate: 0.166174 loss_vfl: 0.999057 loss_bbox: 0.434354 loss_dfl: 0.415661 loss: 1.832350 eta: 1 day, 2:59:21 batch_cost: 0.8270 data_cost: 0.0004 ips: 58.0436 images/s [03/13 03:37:27] ppdet.engine INFO: Epoch: [112] [380/610] learning_rate: 0.166136 loss_vfl: 0.981136 loss_bbox: 0.436582 loss_dfl: 0.401435 loss: 1.844513 eta: 1 day, 2:59:02 batch_cost: 0.7846 data_cost: 0.0004 ips: 61.1759 images/s [03/13 03:37:44] ppdet.engine INFO: Epoch: [112] [400/610] learning_rate: 0.166098 loss_vfl: 0.967885 loss_bbox: 0.417809 loss_dfl: 0.410553 loss: 1.798191 eta: 1 day, 2:58:42 batch_cost: 0.7731 data_cost: 0.0003 ips: 62.0907 images/s [03/13 03:38:02] ppdet.engine INFO: Epoch: [112] [420/610] learning_rate: 0.166060 loss_vfl: 1.002641 loss_bbox: 0.435207 loss_dfl: 0.412756 loss: 1.852273 eta: 1 day, 2:58:24 batch_cost: 0.8053 data_cost: 0.0003 ips: 59.6053 images/s [03/13 03:38:19] ppdet.engine INFO: Epoch: [112] [440/610] learning_rate: 0.166022 loss_vfl: 0.934054 loss_bbox: 0.406799 loss_dfl: 0.392663 loss: 1.726112 eta: 1 day, 2:58:04 batch_cost: 0.7732 data_cost: 0.0003 ips: 62.0795 images/s [03/13 03:38:37] ppdet.engine INFO: Epoch: [112] [460/610] learning_rate: 0.165984 loss_vfl: 1.015886 loss_bbox: 0.456264 loss_dfl: 0.433564 loss: 1.929289 eta: 1 day, 2:57:45 batch_cost: 0.7682 data_cost: 0.0004 ips: 62.4838 images/s [03/13 03:38:56] ppdet.engine INFO: Epoch: [112] [480/610] learning_rate: 0.165946 loss_vfl: 0.955357 loss_bbox: 0.432846 loss_dfl: 0.419500 loss: 1.800322 eta: 1 day, 2:57:27 batch_cost: 0.8278 data_cost: 0.0003 ips: 57.9852 images/s [03/13 03:39:14] ppdet.engine INFO: Epoch: [112] [500/610] learning_rate: 0.165908 loss_vfl: 0.958753 loss_bbox: 0.440620 loss_dfl: 0.414466 loss: 1.769992 eta: 1 day, 2:57:10 batch_cost: 0.8546 data_cost: 0.0003 ips: 56.1647 images/s [03/13 03:39:32] ppdet.engine INFO: Epoch: [112] [520/610] learning_rate: 0.165870 loss_vfl: 0.968288 loss_bbox: 0.420746 loss_dfl: 0.417560 loss: 1.803990 eta: 1 day, 2:56:51 batch_cost: 0.7787 data_cost: 0.0003 ips: 61.6420 images/s [03/13 03:39:49] ppdet.engine INFO: Epoch: [112] [540/610] learning_rate: 0.165831 loss_vfl: 1.004349 loss_bbox: 0.445263 loss_dfl: 0.417364 loss: 1.848357 eta: 1 day, 2:56:30 batch_cost: 0.7410 data_cost: 0.0007 ips: 64.7802 images/s [03/13 03:40:07] ppdet.engine INFO: Epoch: [112] [560/610] learning_rate: 0.165793 loss_vfl: 0.976643 loss_bbox: 0.448864 loss_dfl: 0.421916 loss: 1.868135 eta: 1 day, 2:56:10 batch_cost: 0.7663 data_cost: 0.0003 ips: 62.6377 images/s [03/13 03:40:24] ppdet.engine INFO: Epoch: [112] [580/610] learning_rate: 0.165755 loss_vfl: 0.962118 loss_bbox: 0.424546 loss_dfl: 0.413317 loss: 1.800536 eta: 1 day, 2:55:51 batch_cost: 0.7740 data_cost: 0.0003 ips: 62.0167 images/s [03/13 03:40:43] ppdet.engine INFO: Epoch: [112] [600/610] learning_rate: 0.165717 loss_vfl: 0.999346 loss_bbox: 0.463169 loss_dfl: 0.425676 loss: 1.861098 eta: 1 day, 2:55:33 batch_cost: 0.8095 data_cost: 0.0008 ips: 59.2977 images/s [03/13 03:40:56] ppdet.engine INFO: Epoch: [113] [ 0/610] learning_rate: 0.165698 loss_vfl: 0.990710 loss_bbox: 0.427094 loss_dfl: 0.405906 loss: 1.814559 eta: 1 day, 2:55:29 batch_cost: 0.9829 data_cost: 0.1765 ips: 48.8373 images/s [03/13 03:41:16] ppdet.engine INFO: Epoch: [113] [ 20/610] learning_rate: 0.165660 loss_vfl: 1.046829 loss_bbox: 0.477836 loss_dfl: 0.450162 loss: 1.986399 eta: 1 day, 2:55:13 batch_cost: 0.8873 data_cost: 0.0003 ips: 54.0958 images/s [03/13 03:41:34] ppdet.engine INFO: Epoch: [113] [ 40/610] learning_rate: 0.165622 loss_vfl: 0.978957 loss_bbox: 0.449749 loss_dfl: 0.423954 loss: 1.856265 eta: 1 day, 2:54:55 batch_cost: 0.8210 data_cost: 0.0015 ips: 58.4640 images/s [03/13 03:41:51] ppdet.engine INFO: Epoch: [113] [ 60/610] learning_rate: 0.165583 loss_vfl: 0.974695 loss_bbox: 0.427496 loss_dfl: 0.405721 loss: 1.804303 eta: 1 day, 2:54:37 batch_cost: 0.8044 data_cost: 0.0003 ips: 59.6693 images/s [03/13 03:42:09] ppdet.engine INFO: Epoch: [113] [ 80/610] learning_rate: 0.165545 loss_vfl: 0.981423 loss_bbox: 0.446925 loss_dfl: 0.413437 loss: 1.843196 eta: 1 day, 2:54:18 batch_cost: 0.7967 data_cost: 0.0003 ips: 60.2508 images/s [03/13 03:42:26] ppdet.engine INFO: Epoch: [113] [100/610] learning_rate: 0.165507 loss_vfl: 0.977846 loss_bbox: 0.448255 loss_dfl: 0.423550 loss: 1.853423 eta: 1 day, 2:53:57 batch_cost: 0.7281 data_cost: 0.0014 ips: 65.9295 images/s [03/13 03:42:44] ppdet.engine INFO: Epoch: [113] [120/610] learning_rate: 0.165469 loss_vfl: 0.985081 loss_bbox: 0.430207 loss_dfl: 0.397209 loss: 1.821723 eta: 1 day, 2:53:37 batch_cost: 0.7556 data_cost: 0.0009 ips: 63.5262 images/s [03/13 03:43:01] ppdet.engine INFO: Epoch: [113] [140/610] learning_rate: 0.165431 loss_vfl: 1.035793 loss_bbox: 0.468485 loss_dfl: 0.429450 loss: 1.934819 eta: 1 day, 2:53:18 batch_cost: 0.7712 data_cost: 0.0003 ips: 62.2370 images/s [03/13 03:43:18] ppdet.engine INFO: Epoch: [113] [160/610] learning_rate: 0.165392 loss_vfl: 0.974228 loss_bbox: 0.419890 loss_dfl: 0.410041 loss: 1.761256 eta: 1 day, 2:52:58 batch_cost: 0.7606 data_cost: 0.0003 ips: 63.1074 images/s [03/13 03:43:36] ppdet.engine INFO: Epoch: [113] [180/610] learning_rate: 0.165354 loss_vfl: 0.975944 loss_bbox: 0.444096 loss_dfl: 0.419511 loss: 1.835751 eta: 1 day, 2:52:39 batch_cost: 0.7937 data_cost: 0.0003 ips: 60.4775 images/s [03/13 03:43:53] ppdet.engine INFO: Epoch: [113] [200/610] learning_rate: 0.165316 loss_vfl: 0.972745 loss_bbox: 0.441438 loss_dfl: 0.418404 loss: 1.836383 eta: 1 day, 2:52:20 batch_cost: 0.7890 data_cost: 0.0009 ips: 60.8387 images/s [03/13 03:44:11] ppdet.engine INFO: Epoch: [113] [220/610] learning_rate: 0.165278 loss_vfl: 1.017011 loss_bbox: 0.462291 loss_dfl: 0.429590 loss: 1.911906 eta: 1 day, 2:52:00 batch_cost: 0.7649 data_cost: 0.0042 ips: 62.7513 images/s [03/13 03:44:29] ppdet.engine INFO: Epoch: [113] [240/610] learning_rate: 0.165240 loss_vfl: 1.000051 loss_bbox: 0.434126 loss_dfl: 0.424105 loss: 1.850430 eta: 1 day, 2:51:41 batch_cost: 0.7979 data_cost: 0.0010 ips: 60.1593 images/s [03/13 03:44:47] ppdet.engine INFO: Epoch: [113] [260/610] learning_rate: 0.165201 loss_vfl: 1.031031 loss_bbox: 0.447700 loss_dfl: 0.420769 loss: 1.898490 eta: 1 day, 2:51:24 batch_cost: 0.8302 data_cost: 0.0008 ips: 57.8152 images/s [03/13 03:45:05] ppdet.engine INFO: Epoch: [113] [280/610] learning_rate: 0.165163 loss_vfl: 0.978538 loss_bbox: 0.421086 loss_dfl: 0.415741 loss: 1.833752 eta: 1 day, 2:51:05 batch_cost: 0.8024 data_cost: 0.0003 ips: 59.8229 images/s [03/13 03:45:22] ppdet.engine INFO: Epoch: [113] [300/610] learning_rate: 0.165125 loss_vfl: 1.036470 loss_bbox: 0.452989 loss_dfl: 0.423882 loss: 1.908453 eta: 1 day, 2:50:45 batch_cost: 0.7686 data_cost: 0.0003 ips: 62.4534 images/s [03/13 03:45:40] ppdet.engine INFO: Epoch: [113] [320/610] learning_rate: 0.165087 loss_vfl: 0.960415 loss_bbox: 0.439163 loss_dfl: 0.428384 loss: 1.828222 eta: 1 day, 2:50:27 batch_cost: 0.8044 data_cost: 0.0009 ips: 59.6690 images/s [03/13 03:45:57] ppdet.engine INFO: Epoch: [113] [340/610] learning_rate: 0.165048 loss_vfl: 0.984052 loss_bbox: 0.458265 loss_dfl: 0.434432 loss: 1.872787 eta: 1 day, 2:50:08 batch_cost: 0.7744 data_cost: 0.0009 ips: 61.9856 images/s [03/13 03:46:15] ppdet.engine INFO: Epoch: [113] [360/610] learning_rate: 0.165010 loss_vfl: 0.999779 loss_bbox: 0.437532 loss_dfl: 0.426352 loss: 1.868552 eta: 1 day, 2:49:48 batch_cost: 0.7706 data_cost: 0.0003 ips: 62.2873 images/s [03/13 03:46:34] ppdet.engine INFO: Epoch: [113] [380/610] learning_rate: 0.164972 loss_vfl: 0.971567 loss_bbox: 0.447126 loss_dfl: 0.424246 loss: 1.841206 eta: 1 day, 2:49:30 batch_cost: 0.8327 data_cost: 0.0003 ips: 57.6451 images/s [03/13 03:46:52] ppdet.engine INFO: Epoch: [113] [400/610] learning_rate: 0.164934 loss_vfl: 1.001886 loss_bbox: 0.432184 loss_dfl: 0.421386 loss: 1.873435 eta: 1 day, 2:49:13 batch_cost: 0.8266 data_cost: 0.0003 ips: 58.0697 images/s [03/13 03:47:10] ppdet.engine INFO: Epoch: [113] [420/610] learning_rate: 0.164895 loss_vfl: 1.014795 loss_bbox: 0.456098 loss_dfl: 0.429137 loss: 1.893445 eta: 1 day, 2:48:55 batch_cost: 0.8135 data_cost: 0.0003 ips: 59.0064 images/s [03/13 03:47:28] ppdet.engine INFO: Epoch: [113] [440/610] learning_rate: 0.164857 loss_vfl: 1.013580 loss_bbox: 0.445788 loss_dfl: 0.429296 loss: 1.882012 eta: 1 day, 2:48:34 batch_cost: 0.7561 data_cost: 0.0004 ips: 63.4796 images/s [03/13 03:47:46] ppdet.engine INFO: Epoch: [113] [460/610] learning_rate: 0.164819 loss_vfl: 1.017729 loss_bbox: 0.467506 loss_dfl: 0.428791 loss: 1.952892 eta: 1 day, 2:48:16 batch_cost: 0.7973 data_cost: 0.0009 ips: 60.2033 images/s [03/13 03:48:03] ppdet.engine INFO: Epoch: [113] [480/610] learning_rate: 0.164781 loss_vfl: 1.023220 loss_bbox: 0.459270 loss_dfl: 0.436919 loss: 1.944743 eta: 1 day, 2:47:56 batch_cost: 0.7709 data_cost: 0.0010 ips: 62.2629 images/s [03/13 03:48:22] ppdet.engine INFO: Epoch: [113] [500/610] learning_rate: 0.164742 loss_vfl: 1.031168 loss_bbox: 0.467559 loss_dfl: 0.429588 loss: 1.920036 eta: 1 day, 2:47:37 batch_cost: 0.7835 data_cost: 0.0016 ips: 61.2619 images/s [03/13 03:48:40] ppdet.engine INFO: Epoch: [113] [520/610] learning_rate: 0.164704 loss_vfl: 0.973545 loss_bbox: 0.444053 loss_dfl: 0.420999 loss: 1.863930 eta: 1 day, 2:47:19 batch_cost: 0.8064 data_cost: 0.0004 ips: 59.5244 images/s [03/13 03:48:58] ppdet.engine INFO: Epoch: [113] [540/610] learning_rate: 0.164666 loss_vfl: 1.034280 loss_bbox: 0.465073 loss_dfl: 0.440068 loss: 1.937508 eta: 1 day, 2:47:00 batch_cost: 0.8060 data_cost: 0.0003 ips: 59.5512 images/s [03/13 03:49:15] ppdet.engine INFO: Epoch: [113] [560/610] learning_rate: 0.164627 loss_vfl: 1.020455 loss_bbox: 0.457017 loss_dfl: 0.430239 loss: 1.903589 eta: 1 day, 2:46:41 batch_cost: 0.7782 data_cost: 0.0003 ips: 61.6782 images/s [03/13 03:49:33] ppdet.engine INFO: Epoch: [113] [580/610] learning_rate: 0.164589 loss_vfl: 0.980574 loss_bbox: 0.462080 loss_dfl: 0.430811 loss: 1.884144 eta: 1 day, 2:46:24 batch_cost: 0.8419 data_cost: 0.0004 ips: 57.0146 images/s [03/13 03:49:51] ppdet.engine INFO: Epoch: [113] [600/610] learning_rate: 0.164551 loss_vfl: 0.984988 loss_bbox: 0.421817 loss_dfl: 0.414552 loss: 1.844156 eta: 1 day, 2:46:06 batch_cost: 0.8135 data_cost: 0.0004 ips: 59.0069 images/s [03/13 03:50:07] ppdet.engine INFO: Epoch: [114] [ 0/610] learning_rate: 0.164532 loss_vfl: 0.934175 loss_bbox: 0.421332 loss_dfl: 0.406186 loss: 1.767364 eta: 1 day, 2:46:05 batch_cost: 1.0629 data_cost: 0.1743 ips: 45.1585 images/s [03/13 03:50:25] ppdet.engine INFO: Epoch: [114] [ 20/610] learning_rate: 0.164493 loss_vfl: 0.990442 loss_bbox: 0.446030 loss_dfl: 0.427412 loss: 1.870010 eta: 1 day, 2:45:47 batch_cost: 0.8183 data_cost: 0.0003 ips: 58.6579 images/s [03/13 03:50:43] ppdet.engine INFO: Epoch: [114] [ 40/610] learning_rate: 0.164455 loss_vfl: 0.941735 loss_bbox: 0.436156 loss_dfl: 0.415827 loss: 1.798007 eta: 1 day, 2:45:28 batch_cost: 0.7929 data_cost: 0.0010 ips: 60.5338 images/s [03/13 03:51:01] ppdet.engine INFO: Epoch: [114] [ 60/610] learning_rate: 0.164417 loss_vfl: 0.975051 loss_bbox: 0.445632 loss_dfl: 0.428541 loss: 1.830975 eta: 1 day, 2:45:10 batch_cost: 0.8118 data_cost: 0.0003 ips: 59.1249 images/s [03/13 03:51:19] ppdet.engine INFO: Epoch: [114] [ 80/610] learning_rate: 0.164378 loss_vfl: 0.957198 loss_bbox: 0.416829 loss_dfl: 0.403838 loss: 1.765581 eta: 1 day, 2:44:52 batch_cost: 0.8319 data_cost: 0.0003 ips: 57.7004 images/s [03/13 03:51:36] ppdet.engine INFO: Epoch: [114] [100/610] learning_rate: 0.164340 loss_vfl: 0.959741 loss_bbox: 0.448630 loss_dfl: 0.425763 loss: 1.818179 eta: 1 day, 2:44:33 batch_cost: 0.7674 data_cost: 0.0003 ips: 62.5511 images/s [03/13 03:51:53] ppdet.engine INFO: Epoch: [114] [120/610] learning_rate: 0.164302 loss_vfl: 0.990147 loss_bbox: 0.472196 loss_dfl: 0.433067 loss: 1.913066 eta: 1 day, 2:44:12 batch_cost: 0.7263 data_cost: 0.0003 ips: 66.0845 images/s [03/13 03:52:12] ppdet.engine INFO: Epoch: [114] [140/610] learning_rate: 0.164263 loss_vfl: 1.036885 loss_bbox: 0.458707 loss_dfl: 0.437059 loss: 1.960292 eta: 1 day, 2:43:54 batch_cost: 0.8266 data_cost: 0.0018 ips: 58.0659 images/s [03/13 03:52:30] ppdet.engine INFO: Epoch: [114] [160/610] learning_rate: 0.164225 loss_vfl: 0.987964 loss_bbox: 0.435631 loss_dfl: 0.416239 loss: 1.833701 eta: 1 day, 2:43:35 batch_cost: 0.7975 data_cost: 0.0003 ips: 60.1864 images/s [03/13 03:52:47] ppdet.engine INFO: Epoch: [114] [180/610] learning_rate: 0.164186 loss_vfl: 1.035897 loss_bbox: 0.460936 loss_dfl: 0.435156 loss: 1.925852 eta: 1 day, 2:43:16 batch_cost: 0.7873 data_cost: 0.0005 ips: 60.9671 images/s [03/13 03:53:05] ppdet.engine INFO: Epoch: [114] [200/610] learning_rate: 0.164148 loss_vfl: 1.056137 loss_bbox: 0.488377 loss_dfl: 0.445854 loss: 1.979485 eta: 1 day, 2:42:58 batch_cost: 0.8116 data_cost: 0.0003 ips: 59.1434 images/s [03/13 03:53:23] ppdet.engine INFO: Epoch: [114] [220/610] learning_rate: 0.164110 loss_vfl: 0.979381 loss_bbox: 0.436538 loss_dfl: 0.415643 loss: 1.832257 eta: 1 day, 2:42:39 batch_cost: 0.7780 data_cost: 0.0003 ips: 61.6989 images/s [03/13 03:53:41] ppdet.engine INFO: Epoch: [114] [240/610] learning_rate: 0.164071 loss_vfl: 0.958042 loss_bbox: 0.423780 loss_dfl: 0.399541 loss: 1.761143 eta: 1 day, 2:42:20 batch_cost: 0.7965 data_cost: 0.0003 ips: 60.2633 images/s [03/13 03:53:58] ppdet.engine INFO: Epoch: [114] [260/610] learning_rate: 0.164033 loss_vfl: 1.014764 loss_bbox: 0.454821 loss_dfl: 0.447486 loss: 1.901383 eta: 1 day, 2:42:01 batch_cost: 0.7880 data_cost: 0.0004 ips: 60.9137 images/s [03/13 03:54:16] ppdet.engine INFO: Epoch: [114] [280/610] learning_rate: 0.163995 loss_vfl: 1.025935 loss_bbox: 0.448210 loss_dfl: 0.414784 loss: 1.886548 eta: 1 day, 2:41:43 batch_cost: 0.7995 data_cost: 0.0009 ips: 60.0380 images/s [03/13 03:54:35] ppdet.engine INFO: Epoch: [114] [300/610] learning_rate: 0.163956 loss_vfl: 1.002711 loss_bbox: 0.451375 loss_dfl: 0.423111 loss: 1.855092 eta: 1 day, 2:41:24 batch_cost: 0.8039 data_cost: 0.0003 ips: 59.7114 images/s [03/13 03:54:53] ppdet.engine INFO: Epoch: [114] [320/610] learning_rate: 0.163918 loss_vfl: 1.004760 loss_bbox: 0.454227 loss_dfl: 0.437355 loss: 1.901556 eta: 1 day, 2:41:06 batch_cost: 0.8166 data_cost: 0.0003 ips: 58.7771 images/s [03/13 03:55:11] ppdet.engine INFO: Epoch: [114] [340/610] learning_rate: 0.163879 loss_vfl: 0.976232 loss_bbox: 0.419758 loss_dfl: 0.409902 loss: 1.795831 eta: 1 day, 2:40:47 batch_cost: 0.7908 data_cost: 0.0010 ips: 60.6969 images/s [03/13 03:55:28] ppdet.engine INFO: Epoch: [114] [360/610] learning_rate: 0.163841 loss_vfl: 0.991382 loss_bbox: 0.437669 loss_dfl: 0.419310 loss: 1.848042 eta: 1 day, 2:40:26 batch_cost: 0.7194 data_cost: 0.0003 ips: 66.7225 images/s [03/13 03:55:46] ppdet.engine INFO: Epoch: [114] [380/610] learning_rate: 0.163803 loss_vfl: 1.039639 loss_bbox: 0.464069 loss_dfl: 0.441386 loss: 1.959670 eta: 1 day, 2:40:07 batch_cost: 0.7968 data_cost: 0.0003 ips: 60.2389 images/s [03/13 03:56:04] ppdet.engine INFO: Epoch: [114] [400/610] learning_rate: 0.163764 loss_vfl: 0.964539 loss_bbox: 0.419680 loss_dfl: 0.399228 loss: 1.757339 eta: 1 day, 2:39:49 batch_cost: 0.7894 data_cost: 0.0003 ips: 60.8029 images/s [03/13 03:56:23] ppdet.engine INFO: Epoch: [114] [420/610] learning_rate: 0.163726 loss_vfl: 0.989822 loss_bbox: 0.445684 loss_dfl: 0.424167 loss: 1.856698 eta: 1 day, 2:39:31 batch_cost: 0.8413 data_cost: 0.0003 ips: 57.0569 images/s [03/13 03:56:41] ppdet.engine INFO: Epoch: [114] [440/610] learning_rate: 0.163687 loss_vfl: 0.933977 loss_bbox: 0.422760 loss_dfl: 0.407699 loss: 1.755064 eta: 1 day, 2:39:13 batch_cost: 0.7974 data_cost: 0.0003 ips: 60.1935 images/s [03/13 03:56:58] ppdet.engine INFO: Epoch: [114] [460/610] learning_rate: 0.163649 loss_vfl: 0.956187 loss_bbox: 0.455295 loss_dfl: 0.423800 loss: 1.832527 eta: 1 day, 2:38:52 batch_cost: 0.7456 data_cost: 0.0003 ips: 64.3793 images/s [03/13 03:57:16] ppdet.engine INFO: Epoch: [114] [480/610] learning_rate: 0.163610 loss_vfl: 0.989622 loss_bbox: 0.468543 loss_dfl: 0.436137 loss: 1.885067 eta: 1 day, 2:38:33 batch_cost: 0.7644 data_cost: 0.0003 ips: 62.7983 images/s [03/13 03:57:33] ppdet.engine INFO: Epoch: [114] [500/610] learning_rate: 0.163572 loss_vfl: 0.970660 loss_bbox: 0.422084 loss_dfl: 0.408786 loss: 1.816827 eta: 1 day, 2:38:14 batch_cost: 0.7938 data_cost: 0.0009 ips: 60.4665 images/s [03/13 03:57:51] ppdet.engine INFO: Epoch: [114] [520/610] learning_rate: 0.163533 loss_vfl: 0.915467 loss_bbox: 0.405997 loss_dfl: 0.397033 loss: 1.716539 eta: 1 day, 2:37:55 batch_cost: 0.7807 data_cost: 0.0003 ips: 61.4850 images/s [03/13 03:58:08] ppdet.engine INFO: Epoch: [114] [540/610] learning_rate: 0.163495 loss_vfl: 0.953631 loss_bbox: 0.399604 loss_dfl: 0.405562 loss: 1.746498 eta: 1 day, 2:37:34 batch_cost: 0.7381 data_cost: 0.0008 ips: 65.0346 images/s [03/13 03:58:26] ppdet.engine INFO: Epoch: [114] [560/610] learning_rate: 0.163457 loss_vfl: 0.935321 loss_bbox: 0.416704 loss_dfl: 0.407808 loss: 1.761105 eta: 1 day, 2:37:16 batch_cost: 0.8020 data_cost: 0.0008 ips: 59.8497 images/s [03/13 03:58:44] ppdet.engine INFO: Epoch: [114] [580/610] learning_rate: 0.163418 loss_vfl: 0.969720 loss_bbox: 0.427644 loss_dfl: 0.409864 loss: 1.798102 eta: 1 day, 2:36:57 batch_cost: 0.7983 data_cost: 0.0003 ips: 60.1262 images/s [03/13 03:59:03] ppdet.engine INFO: Epoch: [114] [600/610] learning_rate: 0.163380 loss_vfl: 1.020426 loss_bbox: 0.438408 loss_dfl: 0.419608 loss: 1.892776 eta: 1 day, 2:36:39 batch_cost: 0.8292 data_cost: 0.0003 ips: 57.8893 images/s [03/13 03:59:18] ppdet.engine INFO: Epoch: [115] [ 0/610] learning_rate: 0.163360 loss_vfl: 1.027009 loss_bbox: 0.442188 loss_dfl: 0.431687 loss: 1.910306 eta: 1 day, 2:36:38 batch_cost: 1.0312 data_cost: 0.2816 ips: 46.5460 images/s [03/13 03:59:37] ppdet.engine INFO: Epoch: [115] [ 20/610] learning_rate: 0.163322 loss_vfl: 1.041451 loss_bbox: 0.451600 loss_dfl: 0.431336 loss: 1.941010 eta: 1 day, 2:36:21 batch_cost: 0.8556 data_cost: 0.0005 ips: 56.1011 images/s [03/13 03:59:56] ppdet.engine INFO: Epoch: [115] [ 40/610] learning_rate: 0.163283 loss_vfl: 0.985091 loss_bbox: 0.415216 loss_dfl: 0.398335 loss: 1.803653 eta: 1 day, 2:36:03 batch_cost: 0.8161 data_cost: 0.0018 ips: 58.8161 images/s [03/13 04:00:15] ppdet.engine INFO: Epoch: [115] [ 60/610] learning_rate: 0.163245 loss_vfl: 1.015354 loss_bbox: 0.440892 loss_dfl: 0.429240 loss: 1.897196 eta: 1 day, 2:35:44 batch_cost: 0.8029 data_cost: 0.0022 ips: 59.7829 images/s [03/13 04:00:32] ppdet.engine INFO: Epoch: [115] [ 80/610] learning_rate: 0.163206 loss_vfl: 1.001656 loss_bbox: 0.444791 loss_dfl: 0.419401 loss: 1.880486 eta: 1 day, 2:35:25 batch_cost: 0.7762 data_cost: 0.0004 ips: 61.8399 images/s [03/13 04:00:50] ppdet.engine INFO: Epoch: [115] [100/610] learning_rate: 0.163168 loss_vfl: 0.978550 loss_bbox: 0.433035 loss_dfl: 0.420044 loss: 1.828439 eta: 1 day, 2:35:06 batch_cost: 0.7942 data_cost: 0.0004 ips: 60.4355 images/s [03/13 04:01:07] ppdet.engine INFO: Epoch: [115] [120/610] learning_rate: 0.163129 loss_vfl: 1.024291 loss_bbox: 0.464729 loss_dfl: 0.442616 loss: 1.928201 eta: 1 day, 2:34:46 batch_cost: 0.7588 data_cost: 0.0003 ips: 63.2594 images/s [03/13 04:01:24] ppdet.engine INFO: Epoch: [115] [140/610] learning_rate: 0.163091 loss_vfl: 1.043851 loss_bbox: 0.454397 loss_dfl: 0.435428 loss: 1.935052 eta: 1 day, 2:34:25 batch_cost: 0.7082 data_cost: 0.0003 ips: 67.7754 images/s [03/13 04:01:41] ppdet.engine INFO: Epoch: [115] [160/610] learning_rate: 0.163052 loss_vfl: 0.972602 loss_bbox: 0.425085 loss_dfl: 0.411670 loss: 1.825279 eta: 1 day, 2:34:06 batch_cost: 0.7749 data_cost: 0.0004 ips: 61.9463 images/s [03/13 04:01:58] ppdet.engine INFO: Epoch: [115] [180/610] learning_rate: 0.163014 loss_vfl: 0.966214 loss_bbox: 0.435900 loss_dfl: 0.410831 loss: 1.806490 eta: 1 day, 2:33:45 batch_cost: 0.7356 data_cost: 0.0010 ips: 65.2558 images/s [03/13 04:02:17] ppdet.engine INFO: Epoch: [115] [200/610] learning_rate: 0.162975 loss_vfl: 0.976549 loss_bbox: 0.422311 loss_dfl: 0.412842 loss: 1.812173 eta: 1 day, 2:33:26 batch_cost: 0.7936 data_cost: 0.0013 ips: 60.4823 images/s [03/13 04:02:35] ppdet.engine INFO: Epoch: [115] [220/610] learning_rate: 0.162937 loss_vfl: 0.996994 loss_bbox: 0.444547 loss_dfl: 0.429489 loss: 1.870774 eta: 1 day, 2:33:07 batch_cost: 0.7785 data_cost: 0.0010 ips: 61.6577 images/s [03/13 04:02:52] ppdet.engine INFO: Epoch: [115] [240/610] learning_rate: 0.162898 loss_vfl: 1.022582 loss_bbox: 0.452229 loss_dfl: 0.422471 loss: 1.893018 eta: 1 day, 2:32:47 batch_cost: 0.7672 data_cost: 0.0003 ips: 62.5651 images/s [03/13 04:03:10] ppdet.engine INFO: Epoch: [115] [260/610] learning_rate: 0.162860 loss_vfl: 0.994412 loss_bbox: 0.433665 loss_dfl: 0.421140 loss: 1.860088 eta: 1 day, 2:32:29 batch_cost: 0.7951 data_cost: 0.0003 ips: 60.3693 images/s [03/13 04:03:27] ppdet.engine INFO: Epoch: [115] [280/610] learning_rate: 0.162821 loss_vfl: 0.984537 loss_bbox: 0.436989 loss_dfl: 0.406249 loss: 1.830616 eta: 1 day, 2:32:09 batch_cost: 0.7490 data_cost: 0.0003 ips: 64.0841 images/s [03/13 04:03:45] ppdet.engine INFO: Epoch: [115] [300/610] learning_rate: 0.162783 loss_vfl: 1.004632 loss_bbox: 0.440937 loss_dfl: 0.419290 loss: 1.859452 eta: 1 day, 2:31:49 batch_cost: 0.7627 data_cost: 0.0003 ips: 62.9380 images/s [03/13 04:04:02] ppdet.engine INFO: Epoch: [115] [320/610] learning_rate: 0.162744 loss_vfl: 0.989678 loss_bbox: 0.414602 loss_dfl: 0.418664 loss: 1.829826 eta: 1 day, 2:31:29 batch_cost: 0.7498 data_cost: 0.0017 ips: 64.0130 images/s [03/13 04:04:20] ppdet.engine INFO: Epoch: [115] [340/610] learning_rate: 0.162705 loss_vfl: 1.005959 loss_bbox: 0.435712 loss_dfl: 0.424498 loss: 1.894592 eta: 1 day, 2:31:10 batch_cost: 0.7866 data_cost: 0.0024 ips: 61.0203 images/s [03/13 04:04:38] ppdet.engine INFO: Epoch: [115] [360/610] learning_rate: 0.162667 loss_vfl: 1.008782 loss_bbox: 0.461889 loss_dfl: 0.432583 loss: 1.877346 eta: 1 day, 2:30:51 batch_cost: 0.7999 data_cost: 0.0003 ips: 60.0102 images/s [03/13 04:04:56] ppdet.engine INFO: Epoch: [115] [380/610] learning_rate: 0.162628 loss_vfl: 1.025245 loss_bbox: 0.465051 loss_dfl: 0.430547 loss: 1.911726 eta: 1 day, 2:30:32 batch_cost: 0.7829 data_cost: 0.0003 ips: 61.3071 images/s [03/13 04:05:13] ppdet.engine INFO: Epoch: [115] [400/610] learning_rate: 0.162590 loss_vfl: 0.991375 loss_bbox: 0.448325 loss_dfl: 0.428362 loss: 1.917999 eta: 1 day, 2:30:12 batch_cost: 0.7417 data_cost: 0.0003 ips: 64.7127 images/s [03/13 04:05:31] ppdet.engine INFO: Epoch: [115] [420/610] learning_rate: 0.162551 loss_vfl: 1.021292 loss_bbox: 0.451178 loss_dfl: 0.431810 loss: 1.889525 eta: 1 day, 2:29:52 batch_cost: 0.7678 data_cost: 0.0003 ips: 62.5183 images/s [03/13 04:05:49] ppdet.engine INFO: Epoch: [115] [440/610] learning_rate: 0.162513 loss_vfl: 0.987822 loss_bbox: 0.428266 loss_dfl: 0.400953 loss: 1.805079 eta: 1 day, 2:29:34 batch_cost: 0.8091 data_cost: 0.0003 ips: 59.3264 images/s [03/13 04:06:07] ppdet.engine INFO: Epoch: [115] [460/610] learning_rate: 0.162474 loss_vfl: 1.066815 loss_bbox: 0.470459 loss_dfl: 0.441428 loss: 1.965624 eta: 1 day, 2:29:16 batch_cost: 0.7991 data_cost: 0.0009 ips: 60.0693 images/s [03/13 04:06:26] ppdet.engine INFO: Epoch: [115] [480/610] learning_rate: 0.162435 loss_vfl: 0.967034 loss_bbox: 0.422772 loss_dfl: 0.407746 loss: 1.775910 eta: 1 day, 2:28:58 batch_cost: 0.8359 data_cost: 0.0003 ips: 57.4232 images/s [03/13 04:06:44] ppdet.engine INFO: Epoch: [115] [500/610] learning_rate: 0.162397 loss_vfl: 0.994287 loss_bbox: 0.442148 loss_dfl: 0.411816 loss: 1.853132 eta: 1 day, 2:28:40 batch_cost: 0.8232 data_cost: 0.0003 ips: 58.3089 images/s [03/13 04:07:02] ppdet.engine INFO: Epoch: [115] [520/610] learning_rate: 0.162358 loss_vfl: 1.024718 loss_bbox: 0.453181 loss_dfl: 0.418965 loss: 1.890162 eta: 1 day, 2:28:22 batch_cost: 0.7922 data_cost: 0.0003 ips: 60.5930 images/s [03/13 04:07:20] ppdet.engine INFO: Epoch: [115] [540/610] learning_rate: 0.162319 loss_vfl: 0.965006 loss_bbox: 0.439188 loss_dfl: 0.419412 loss: 1.823356 eta: 1 day, 2:28:03 batch_cost: 0.8026 data_cost: 0.0016 ips: 59.8061 images/s [03/13 04:07:38] ppdet.engine INFO: Epoch: [115] [560/610] learning_rate: 0.162281 loss_vfl: 0.941868 loss_bbox: 0.402497 loss_dfl: 0.380337 loss: 1.692989 eta: 1 day, 2:27:43 batch_cost: 0.7549 data_cost: 0.0003 ips: 63.5844 images/s [03/13 04:07:55] ppdet.engine INFO: Epoch: [115] [580/610] learning_rate: 0.162242 loss_vfl: 1.008185 loss_bbox: 0.432278 loss_dfl: 0.433001 loss: 1.901002 eta: 1 day, 2:27:24 batch_cost: 0.7718 data_cost: 0.0004 ips: 62.1937 images/s [03/13 04:08:12] ppdet.engine INFO: Epoch: [115] [600/610] learning_rate: 0.162204 loss_vfl: 1.006468 loss_bbox: 0.431715 loss_dfl: 0.406099 loss: 1.864525 eta: 1 day, 2:27:05 batch_cost: 0.7796 data_cost: 0.0010 ips: 61.5708 images/s [03/13 04:08:27] ppdet.engine INFO: Epoch: [116] [ 0/610] learning_rate: 0.162184 loss_vfl: 0.995084 loss_bbox: 0.453224 loss_dfl: 0.429173 loss: 1.885824 eta: 1 day, 2:27:02 batch_cost: 0.9910 data_cost: 0.2795 ips: 48.4342 images/s [03/13 04:08:47] ppdet.engine INFO: Epoch: [116] [ 20/610] learning_rate: 0.162146 loss_vfl: 1.020361 loss_bbox: 0.450529 loss_dfl: 0.437624 loss: 1.897003 eta: 1 day, 2:26:47 batch_cost: 0.9170 data_cost: 0.0003 ips: 52.3447 images/s [03/13 04:09:06] ppdet.engine INFO: Epoch: [116] [ 40/610] learning_rate: 0.162107 loss_vfl: 0.972472 loss_bbox: 0.442498 loss_dfl: 0.406393 loss: 1.796914 eta: 1 day, 2:26:30 batch_cost: 0.8175 data_cost: 0.0009 ips: 58.7142 images/s [03/13 04:09:23] ppdet.engine INFO: Epoch: [116] [ 60/610] learning_rate: 0.162068 loss_vfl: 1.004554 loss_bbox: 0.440084 loss_dfl: 0.423481 loss: 1.857092 eta: 1 day, 2:26:10 batch_cost: 0.7732 data_cost: 0.0003 ips: 62.0769 images/s [03/13 04:09:42] ppdet.engine INFO: Epoch: [116] [ 80/610] learning_rate: 0.162030 loss_vfl: 0.982530 loss_bbox: 0.439779 loss_dfl: 0.422415 loss: 1.831089 eta: 1 day, 2:25:53 batch_cost: 0.8489 data_cost: 0.0004 ips: 56.5414 images/s [03/13 04:10:00] ppdet.engine INFO: Epoch: [116] [100/610] learning_rate: 0.161991 loss_vfl: 0.946235 loss_bbox: 0.432596 loss_dfl: 0.400225 loss: 1.770141 eta: 1 day, 2:25:36 batch_cost: 0.8313 data_cost: 0.0004 ips: 57.7377 images/s [03/13 04:10:18] ppdet.engine INFO: Epoch: [116] [120/610] learning_rate: 0.161952 loss_vfl: 0.958751 loss_bbox: 0.439891 loss_dfl: 0.415111 loss: 1.823764 eta: 1 day, 2:25:17 batch_cost: 0.8054 data_cost: 0.0016 ips: 59.6009 images/s [03/13 04:10:36] ppdet.engine INFO: Epoch: [116] [140/610] learning_rate: 0.161914 loss_vfl: 0.992544 loss_bbox: 0.450961 loss_dfl: 0.426724 loss: 1.858535 eta: 1 day, 2:24:58 batch_cost: 0.7664 data_cost: 0.0014 ips: 62.6306 images/s [03/13 04:10:54] ppdet.engine INFO: Epoch: [116] [160/610] learning_rate: 0.161875 loss_vfl: 0.947395 loss_bbox: 0.448736 loss_dfl: 0.412490 loss: 1.795431 eta: 1 day, 2:24:40 batch_cost: 0.8202 data_cost: 0.0003 ips: 58.5250 images/s [03/13 04:11:11] ppdet.engine INFO: Epoch: [116] [180/610] learning_rate: 0.161836 loss_vfl: 0.971945 loss_bbox: 0.446802 loss_dfl: 0.416815 loss: 1.807024 eta: 1 day, 2:24:21 batch_cost: 0.7713 data_cost: 0.0003 ips: 62.2318 images/s [03/13 04:11:29] ppdet.engine INFO: Epoch: [116] [200/610] learning_rate: 0.161798 loss_vfl: 0.986774 loss_bbox: 0.435055 loss_dfl: 0.428094 loss: 1.829725 eta: 1 day, 2:24:03 batch_cost: 0.8173 data_cost: 0.0003 ips: 58.7265 images/s [03/13 04:11:47] ppdet.engine INFO: Epoch: [116] [220/610] learning_rate: 0.161759 loss_vfl: 1.010518 loss_bbox: 0.438022 loss_dfl: 0.430492 loss: 1.902240 eta: 1 day, 2:23:43 batch_cost: 0.7560 data_cost: 0.0003 ips: 63.4961 images/s [03/13 04:12:04] ppdet.engine INFO: Epoch: [116] [240/610] learning_rate: 0.161720 loss_vfl: 0.983429 loss_bbox: 0.435915 loss_dfl: 0.421531 loss: 1.837552 eta: 1 day, 2:23:23 batch_cost: 0.7696 data_cost: 0.0003 ips: 62.3687 images/s [03/13 04:12:22] ppdet.engine INFO: Epoch: [116] [260/610] learning_rate: 0.161682 loss_vfl: 0.974398 loss_bbox: 0.447159 loss_dfl: 0.418417 loss: 1.846869 eta: 1 day, 2:23:05 batch_cost: 0.8199 data_cost: 0.0003 ips: 58.5457 images/s [03/13 04:12:40] ppdet.engine INFO: Epoch: [116] [280/610] learning_rate: 0.161643 loss_vfl: 0.967831 loss_bbox: 0.427391 loss_dfl: 0.418618 loss: 1.830914 eta: 1 day, 2:22:46 batch_cost: 0.7741 data_cost: 0.0003 ips: 62.0108 images/s [03/13 04:12:58] ppdet.engine INFO: Epoch: [116] [300/610] learning_rate: 0.161604 loss_vfl: 0.973983 loss_bbox: 0.432692 loss_dfl: 0.417347 loss: 1.867113 eta: 1 day, 2:22:28 batch_cost: 0.8148 data_cost: 0.0003 ips: 58.9084 images/s [03/13 04:13:16] ppdet.engine INFO: Epoch: [116] [320/610] learning_rate: 0.161566 loss_vfl: 0.905274 loss_bbox: 0.400461 loss_dfl: 0.399327 loss: 1.713493 eta: 1 day, 2:22:10 batch_cost: 0.8256 data_cost: 0.0003 ips: 58.1364 images/s [03/13 04:13:34] ppdet.engine INFO: Epoch: [116] [340/610] learning_rate: 0.161527 loss_vfl: 1.010128 loss_bbox: 0.434479 loss_dfl: 0.430607 loss: 1.882220 eta: 1 day, 2:21:52 batch_cost: 0.8125 data_cost: 0.0003 ips: 59.0780 images/s [03/13 04:13:51] ppdet.engine INFO: Epoch: [116] [360/610] learning_rate: 0.161488 loss_vfl: 0.951504 loss_bbox: 0.430782 loss_dfl: 0.411566 loss: 1.788681 eta: 1 day, 2:21:33 batch_cost: 0.7627 data_cost: 0.0029 ips: 62.9377 images/s [03/13 04:14:09] ppdet.engine INFO: Epoch: [116] [380/610] learning_rate: 0.161449 loss_vfl: 0.984891 loss_bbox: 0.448900 loss_dfl: 0.428923 loss: 1.878276 eta: 1 day, 2:21:14 batch_cost: 0.7968 data_cost: 0.0004 ips: 60.2435 images/s [03/13 04:14:27] ppdet.engine INFO: Epoch: [116] [400/610] learning_rate: 0.161411 loss_vfl: 1.023033 loss_bbox: 0.463078 loss_dfl: 0.441932 loss: 1.942788 eta: 1 day, 2:20:55 batch_cost: 0.7912 data_cost: 0.0003 ips: 60.6641 images/s [03/13 04:14:45] ppdet.engine INFO: Epoch: [116] [420/610] learning_rate: 0.161372 loss_vfl: 1.014927 loss_bbox: 0.428206 loss_dfl: 0.417989 loss: 1.868972 eta: 1 day, 2:20:37 batch_cost: 0.7938 data_cost: 0.0003 ips: 60.4652 images/s [03/13 04:15:02] ppdet.engine INFO: Epoch: [116] [440/610] learning_rate: 0.161333 loss_vfl: 0.964818 loss_bbox: 0.400237 loss_dfl: 0.408851 loss: 1.813776 eta: 1 day, 2:20:18 batch_cost: 0.7819 data_cost: 0.0003 ips: 61.3892 images/s [03/13 04:15:20] ppdet.engine INFO: Epoch: [116] [460/610] learning_rate: 0.161294 loss_vfl: 0.993454 loss_bbox: 0.447643 loss_dfl: 0.430790 loss: 1.882140 eta: 1 day, 2:19:58 batch_cost: 0.7727 data_cost: 0.0003 ips: 62.1233 images/s [03/13 04:15:37] ppdet.engine INFO: Epoch: [116] [480/610] learning_rate: 0.161256 loss_vfl: 0.952662 loss_bbox: 0.418076 loss_dfl: 0.394952 loss: 1.730677 eta: 1 day, 2:19:39 batch_cost: 0.7645 data_cost: 0.0003 ips: 62.7839 images/s [03/13 04:15:54] ppdet.engine INFO: Epoch: [116] [500/610] learning_rate: 0.161217 loss_vfl: 1.033951 loss_bbox: 0.449152 loss_dfl: 0.430458 loss: 1.895069 eta: 1 day, 2:19:20 batch_cost: 0.7904 data_cost: 0.0003 ips: 60.7314 images/s [03/13 04:16:12] ppdet.engine INFO: Epoch: [116] [520/610] learning_rate: 0.161178 loss_vfl: 1.023347 loss_bbox: 0.441662 loss_dfl: 0.427478 loss: 1.906844 eta: 1 day, 2:19:00 batch_cost: 0.7615 data_cost: 0.0003 ips: 63.0329 images/s [03/13 04:16:29] ppdet.engine INFO: Epoch: [116] [540/610] learning_rate: 0.161139 loss_vfl: 0.968973 loss_bbox: 0.431740 loss_dfl: 0.413716 loss: 1.798772 eta: 1 day, 2:18:41 batch_cost: 0.7776 data_cost: 0.0003 ips: 61.7280 images/s [03/13 04:16:46] ppdet.engine INFO: Epoch: [116] [560/610] learning_rate: 0.161101 loss_vfl: 1.012318 loss_bbox: 0.449557 loss_dfl: 0.424928 loss: 1.867949 eta: 1 day, 2:18:22 batch_cost: 0.7847 data_cost: 0.0003 ips: 61.1737 images/s [03/13 04:17:04] ppdet.engine INFO: Epoch: [116] [580/610] learning_rate: 0.161062 loss_vfl: 0.995723 loss_bbox: 0.431431 loss_dfl: 0.410463 loss: 1.811543 eta: 1 day, 2:18:03 batch_cost: 0.7818 data_cost: 0.0003 ips: 61.3980 images/s [03/13 04:17:22] ppdet.engine INFO: Epoch: [116] [600/610] learning_rate: 0.161023 loss_vfl: 0.986528 loss_bbox: 0.459072 loss_dfl: 0.432433 loss: 1.911940 eta: 1 day, 2:17:45 batch_cost: 0.7964 data_cost: 0.0004 ips: 60.2691 images/s [03/13 04:17:37] ppdet.engine INFO: Epoch: [117] [ 0/610] learning_rate: 0.161004 loss_vfl: 0.982193 loss_bbox: 0.436175 loss_dfl: 0.422823 loss: 1.823404 eta: 1 day, 2:17:43 batch_cost: 1.0258 data_cost: 0.3001 ips: 46.7937 images/s [03/13 04:17:57] ppdet.engine INFO: Epoch: [117] [ 20/610] learning_rate: 0.160965 loss_vfl: 0.999991 loss_bbox: 0.431635 loss_dfl: 0.415120 loss: 1.833574 eta: 1 day, 2:17:27 batch_cost: 0.8735 data_cost: 0.0003 ips: 54.9493 images/s [03/13 04:18:15] ppdet.engine INFO: Epoch: [117] [ 40/610] learning_rate: 0.160926 loss_vfl: 0.906520 loss_bbox: 0.409865 loss_dfl: 0.395849 loss: 1.720987 eta: 1 day, 2:17:09 batch_cost: 0.8063 data_cost: 0.0021 ips: 59.5315 images/s [03/13 04:18:34] ppdet.engine INFO: Epoch: [117] [ 60/610] learning_rate: 0.160887 loss_vfl: 0.977942 loss_bbox: 0.425871 loss_dfl: 0.408156 loss: 1.857477 eta: 1 day, 2:16:50 batch_cost: 0.7917 data_cost: 0.0003 ips: 60.6303 images/s [03/13 04:18:51] ppdet.engine INFO: Epoch: [117] [ 80/610] learning_rate: 0.160848 loss_vfl: 0.953541 loss_bbox: 0.434245 loss_dfl: 0.415326 loss: 1.811456 eta: 1 day, 2:16:31 batch_cost: 0.7862 data_cost: 0.0003 ips: 61.0540 images/s [03/13 04:19:08] ppdet.engine INFO: Epoch: [117] [100/610] learning_rate: 0.160810 loss_vfl: 0.980471 loss_bbox: 0.453092 loss_dfl: 0.424414 loss: 1.862468 eta: 1 day, 2:16:12 batch_cost: 0.7554 data_cost: 0.0003 ips: 63.5418 images/s [03/13 04:19:26] ppdet.engine INFO: Epoch: [117] [120/610] learning_rate: 0.160771 loss_vfl: 0.958518 loss_bbox: 0.438679 loss_dfl: 0.420626 loss: 1.837919 eta: 1 day, 2:15:52 batch_cost: 0.7706 data_cost: 0.0003 ips: 62.2899 images/s [03/13 04:19:43] ppdet.engine INFO: Epoch: [117] [140/610] learning_rate: 0.160732 loss_vfl: 1.016780 loss_bbox: 0.458404 loss_dfl: 0.449048 loss: 1.912179 eta: 1 day, 2:15:31 batch_cost: 0.7174 data_cost: 0.0018 ips: 66.9091 images/s [03/13 04:20:01] ppdet.engine INFO: Epoch: [117] [160/610] learning_rate: 0.160693 loss_vfl: 0.997988 loss_bbox: 0.445746 loss_dfl: 0.423626 loss: 1.877616 eta: 1 day, 2:15:13 batch_cost: 0.8160 data_cost: 0.0003 ips: 58.8259 images/s [03/13 04:20:18] ppdet.engine INFO: Epoch: [117] [180/610] learning_rate: 0.160654 loss_vfl: 0.923529 loss_bbox: 0.411684 loss_dfl: 0.397696 loss: 1.733253 eta: 1 day, 2:14:55 batch_cost: 0.7952 data_cost: 0.0012 ips: 60.3601 images/s [03/13 04:20:37] ppdet.engine INFO: Epoch: [117] [200/610] learning_rate: 0.160616 loss_vfl: 0.991006 loss_bbox: 0.447894 loss_dfl: 0.420082 loss: 1.858593 eta: 1 day, 2:14:37 batch_cost: 0.8193 data_cost: 0.0003 ips: 58.5838 images/s [03/13 04:20:55] ppdet.engine INFO: Epoch: [117] [220/610] learning_rate: 0.160577 loss_vfl: 0.990453 loss_bbox: 0.459055 loss_dfl: 0.423692 loss: 1.872636 eta: 1 day, 2:14:18 batch_cost: 0.8053 data_cost: 0.0003 ips: 59.6086 images/s [03/13 04:21:13] ppdet.engine INFO: Epoch: [117] [240/610] learning_rate: 0.160538 loss_vfl: 1.007031 loss_bbox: 0.457189 loss_dfl: 0.431354 loss: 1.911091 eta: 1 day, 2:13:59 batch_cost: 0.7750 data_cost: 0.0003 ips: 61.9336 images/s [03/13 04:21:30] ppdet.engine INFO: Epoch: [117] [260/610] learning_rate: 0.160499 loss_vfl: 0.976434 loss_bbox: 0.462747 loss_dfl: 0.429350 loss: 1.888517 eta: 1 day, 2:13:39 batch_cost: 0.7555 data_cost: 0.0009 ips: 63.5308 images/s [03/13 04:21:48] ppdet.engine INFO: Epoch: [117] [280/610] learning_rate: 0.160460 loss_vfl: 1.015165 loss_bbox: 0.478999 loss_dfl: 0.432601 loss: 1.931556 eta: 1 day, 2:13:20 batch_cost: 0.7743 data_cost: 0.0003 ips: 61.9915 images/s [03/13 04:22:06] ppdet.engine INFO: Epoch: [117] [300/610] learning_rate: 0.160421 loss_vfl: 0.997913 loss_bbox: 0.425072 loss_dfl: 0.415034 loss: 1.853882 eta: 1 day, 2:13:02 batch_cost: 0.7960 data_cost: 0.0003 ips: 60.2986 images/s [03/13 04:22:22] ppdet.engine INFO: Epoch: [117] [320/610] learning_rate: 0.160382 loss_vfl: 1.024268 loss_bbox: 0.430081 loss_dfl: 0.423510 loss: 1.899121 eta: 1 day, 2:12:41 batch_cost: 0.7398 data_cost: 0.0014 ips: 64.8851 images/s [03/13 04:22:40] ppdet.engine INFO: Epoch: [117] [340/610] learning_rate: 0.160344 loss_vfl: 1.002742 loss_bbox: 0.459760 loss_dfl: 0.436812 loss: 1.906437 eta: 1 day, 2:12:21 batch_cost: 0.7299 data_cost: 0.0003 ips: 65.7655 images/s [03/13 04:22:57] ppdet.engine INFO: Epoch: [117] [360/610] learning_rate: 0.160305 loss_vfl: 0.963527 loss_bbox: 0.431767 loss_dfl: 0.420000 loss: 1.788941 eta: 1 day, 2:12:01 batch_cost: 0.7567 data_cost: 0.0008 ips: 63.4293 images/s [03/13 04:23:14] ppdet.engine INFO: Epoch: [117] [380/610] learning_rate: 0.160266 loss_vfl: 1.036593 loss_bbox: 0.454044 loss_dfl: 0.432637 loss: 1.921827 eta: 1 day, 2:11:42 batch_cost: 0.7979 data_cost: 0.0003 ips: 60.1543 images/s [03/13 04:23:32] ppdet.engine INFO: Epoch: [117] [400/610] learning_rate: 0.160227 loss_vfl: 1.016897 loss_bbox: 0.446813 loss_dfl: 0.427553 loss: 1.866186 eta: 1 day, 2:11:23 batch_cost: 0.7660 data_cost: 0.0029 ips: 62.6608 images/s [03/13 04:23:49] ppdet.engine INFO: Epoch: [117] [420/610] learning_rate: 0.160188 loss_vfl: 0.934309 loss_bbox: 0.407801 loss_dfl: 0.388407 loss: 1.701736 eta: 1 day, 2:11:03 batch_cost: 0.7457 data_cost: 0.0011 ips: 64.3656 images/s [03/13 04:24:07] ppdet.engine INFO: Epoch: [117] [440/610] learning_rate: 0.160149 loss_vfl: 0.985517 loss_bbox: 0.424583 loss_dfl: 0.404401 loss: 1.787209 eta: 1 day, 2:10:44 batch_cost: 0.8007 data_cost: 0.0011 ips: 59.9495 images/s [03/13 04:24:26] ppdet.engine INFO: Epoch: [117] [460/610] learning_rate: 0.160110 loss_vfl: 1.048677 loss_bbox: 0.445489 loss_dfl: 0.428359 loss: 1.932602 eta: 1 day, 2:10:27 batch_cost: 0.8343 data_cost: 0.0003 ips: 57.5305 images/s [03/13 04:24:44] ppdet.engine INFO: Epoch: [117] [480/610] learning_rate: 0.160071 loss_vfl: 0.986677 loss_bbox: 0.438672 loss_dfl: 0.418220 loss: 1.833935 eta: 1 day, 2:10:10 batch_cost: 0.8463 data_cost: 0.0003 ips: 56.7178 images/s [03/13 04:25:01] ppdet.engine INFO: Epoch: [117] [500/610] learning_rate: 0.160033 loss_vfl: 0.939746 loss_bbox: 0.435085 loss_dfl: 0.407601 loss: 1.801507 eta: 1 day, 2:09:50 batch_cost: 0.7568 data_cost: 0.0003 ips: 63.4221 images/s [03/13 04:25:19] ppdet.engine INFO: Epoch: [117] [520/610] learning_rate: 0.159994 loss_vfl: 0.975703 loss_bbox: 0.420933 loss_dfl: 0.417086 loss: 1.827530 eta: 1 day, 2:09:30 batch_cost: 0.7456 data_cost: 0.0025 ips: 64.3806 images/s [03/13 04:25:37] ppdet.engine INFO: Epoch: [117] [540/610] learning_rate: 0.159955 loss_vfl: 0.949033 loss_bbox: 0.420627 loss_dfl: 0.400928 loss: 1.763550 eta: 1 day, 2:09:11 batch_cost: 0.7824 data_cost: 0.0003 ips: 61.3478 images/s [03/13 04:25:54] ppdet.engine INFO: Epoch: [117] [560/610] learning_rate: 0.159916 loss_vfl: 1.024400 loss_bbox: 0.433894 loss_dfl: 0.432979 loss: 1.917621 eta: 1 day, 2:08:52 batch_cost: 0.7759 data_cost: 0.0003 ips: 61.8617 images/s [03/13 04:26:12] ppdet.engine INFO: Epoch: [117] [580/610] learning_rate: 0.159877 loss_vfl: 1.035099 loss_bbox: 0.435282 loss_dfl: 0.417853 loss: 1.871918 eta: 1 day, 2:08:33 batch_cost: 0.7904 data_cost: 0.0003 ips: 60.7295 images/s [03/13 04:26:29] ppdet.engine INFO: Epoch: [117] [600/610] learning_rate: 0.159838 loss_vfl: 0.988220 loss_bbox: 0.443639 loss_dfl: 0.420853 loss: 1.852499 eta: 1 day, 2:08:13 batch_cost: 0.7470 data_cost: 0.0004 ips: 64.2543 images/s [03/13 04:26:45] ppdet.engine INFO: Epoch: [118] [ 0/610] learning_rate: 0.159818 loss_vfl: 0.991439 loss_bbox: 0.438121 loss_dfl: 0.417499 loss: 1.861253 eta: 1 day, 2:08:12 batch_cost: 1.0351 data_cost: 0.3409 ips: 46.3734 images/s [03/13 04:27:04] ppdet.engine INFO: Epoch: [118] [ 20/610] learning_rate: 0.159780 loss_vfl: 0.990877 loss_bbox: 0.433024 loss_dfl: 0.402394 loss: 1.811287 eta: 1 day, 2:07:56 batch_cost: 0.8850 data_cost: 0.0004 ips: 54.2394 images/s [03/13 04:27:23] ppdet.engine INFO: Epoch: [118] [ 40/610] learning_rate: 0.159741 loss_vfl: 0.986781 loss_bbox: 0.448475 loss_dfl: 0.413167 loss: 1.848809 eta: 1 day, 2:07:39 batch_cost: 0.8331 data_cost: 0.0019 ips: 57.6146 images/s [03/13 04:27:41] ppdet.engine INFO: Epoch: [118] [ 60/610] learning_rate: 0.159702 loss_vfl: 0.930754 loss_bbox: 0.399643 loss_dfl: 0.388652 loss: 1.750461 eta: 1 day, 2:07:20 batch_cost: 0.7902 data_cost: 0.0004 ips: 60.7445 images/s [03/13 04:27:59] ppdet.engine INFO: Epoch: [118] [ 80/610] learning_rate: 0.159663 loss_vfl: 0.984032 loss_bbox: 0.449477 loss_dfl: 0.409527 loss: 1.843008 eta: 1 day, 2:07:02 batch_cost: 0.7924 data_cost: 0.0003 ips: 60.5754 images/s [03/13 04:28:16] ppdet.engine INFO: Epoch: [118] [100/610] learning_rate: 0.159624 loss_vfl: 0.961643 loss_bbox: 0.415560 loss_dfl: 0.396000 loss: 1.781560 eta: 1 day, 2:06:43 batch_cost: 0.7970 data_cost: 0.0008 ips: 60.2268 images/s [03/13 04:28:35] ppdet.engine INFO: Epoch: [118] [120/610] learning_rate: 0.159585 loss_vfl: 1.008024 loss_bbox: 0.470420 loss_dfl: 0.434330 loss: 1.915799 eta: 1 day, 2:06:25 batch_cost: 0.8107 data_cost: 0.0016 ips: 59.2064 images/s [03/13 04:28:54] ppdet.engine INFO: Epoch: [118] [140/610] learning_rate: 0.159546 loss_vfl: 1.052470 loss_bbox: 0.470096 loss_dfl: 0.447069 loss: 1.985217 eta: 1 day, 2:06:07 batch_cost: 0.8124 data_cost: 0.0003 ips: 59.0860 images/s [03/13 04:29:10] ppdet.engine INFO: Epoch: [118] [160/610] learning_rate: 0.159507 loss_vfl: 0.962841 loss_bbox: 0.421256 loss_dfl: 0.404675 loss: 1.781965 eta: 1 day, 2:05:46 batch_cost: 0.7199 data_cost: 0.0017 ips: 66.6802 images/s [03/13 04:29:29] ppdet.engine INFO: Epoch: [118] [180/610] learning_rate: 0.159468 loss_vfl: 0.970247 loss_bbox: 0.435659 loss_dfl: 0.418606 loss: 1.824535 eta: 1 day, 2:05:29 batch_cost: 0.8487 data_cost: 0.0003 ips: 56.5598 images/s [03/13 04:29:47] ppdet.engine INFO: Epoch: [118] [200/610] learning_rate: 0.159429 loss_vfl: 1.018231 loss_bbox: 0.439097 loss_dfl: 0.416766 loss: 1.871977 eta: 1 day, 2:05:11 batch_cost: 0.8180 data_cost: 0.0003 ips: 58.6767 images/s [03/13 04:30:04] ppdet.engine INFO: Epoch: [118] [220/610] learning_rate: 0.159390 loss_vfl: 1.039486 loss_bbox: 0.447261 loss_dfl: 0.432623 loss: 1.909333 eta: 1 day, 2:04:51 batch_cost: 0.7410 data_cost: 0.0009 ips: 64.7761 images/s [03/13 04:30:22] ppdet.engine INFO: Epoch: [118] [240/610] learning_rate: 0.159351 loss_vfl: 0.990287 loss_bbox: 0.436206 loss_dfl: 0.421473 loss: 1.869608 eta: 1 day, 2:04:33 batch_cost: 0.7955 data_cost: 0.0003 ips: 60.3408 images/s [03/13 04:30:40] ppdet.engine INFO: Epoch: [118] [260/610] learning_rate: 0.159312 loss_vfl: 1.007557 loss_bbox: 0.443117 loss_dfl: 0.414804 loss: 1.860067 eta: 1 day, 2:04:15 batch_cost: 0.8114 data_cost: 0.0003 ips: 59.1605 images/s [03/13 04:30:57] ppdet.engine INFO: Epoch: [118] [280/610] learning_rate: 0.159273 loss_vfl: 0.961320 loss_bbox: 0.429868 loss_dfl: 0.405325 loss: 1.794650 eta: 1 day, 2:03:55 batch_cost: 0.7539 data_cost: 0.0012 ips: 63.6650 images/s [03/13 04:31:15] ppdet.engine INFO: Epoch: [118] [300/610] learning_rate: 0.159234 loss_vfl: 1.031094 loss_bbox: 0.468918 loss_dfl: 0.434913 loss: 1.936560 eta: 1 day, 2:03:36 batch_cost: 0.7971 data_cost: 0.0003 ips: 60.2207 images/s [03/13 04:31:32] ppdet.engine INFO: Epoch: [118] [320/610] learning_rate: 0.159195 loss_vfl: 1.032770 loss_bbox: 0.469639 loss_dfl: 0.437612 loss: 1.929226 eta: 1 day, 2:03:18 batch_cost: 0.7946 data_cost: 0.0033 ips: 60.4084 images/s [03/13 04:31:50] ppdet.engine INFO: Epoch: [118] [340/610] learning_rate: 0.159156 loss_vfl: 1.001463 loss_bbox: 0.445616 loss_dfl: 0.419646 loss: 1.831730 eta: 1 day, 2:02:58 batch_cost: 0.7471 data_cost: 0.0004 ips: 64.2525 images/s [03/13 04:32:07] ppdet.engine INFO: Epoch: [118] [360/610] learning_rate: 0.159117 loss_vfl: 1.039104 loss_bbox: 0.464305 loss_dfl: 0.435415 loss: 1.919394 eta: 1 day, 2:02:38 batch_cost: 0.7676 data_cost: 0.0004 ips: 62.5317 images/s [03/13 04:32:24] ppdet.engine INFO: Epoch: [118] [380/610] learning_rate: 0.159078 loss_vfl: 1.000524 loss_bbox: 0.440628 loss_dfl: 0.423810 loss: 1.883525 eta: 1 day, 2:02:18 batch_cost: 0.7396 data_cost: 0.0005 ips: 64.8989 images/s [03/13 04:32:42] ppdet.engine INFO: Epoch: [118] [400/610] learning_rate: 0.159039 loss_vfl: 0.990236 loss_bbox: 0.438466 loss_dfl: 0.412532 loss: 1.839900 eta: 1 day, 2:02:01 batch_cost: 0.8361 data_cost: 0.0004 ips: 57.4082 images/s [03/13 04:33:00] ppdet.engine INFO: Epoch: [118] [420/610] learning_rate: 0.159000 loss_vfl: 1.063482 loss_bbox: 0.466812 loss_dfl: 0.445574 loss: 2.001847 eta: 1 day, 2:01:43 batch_cost: 0.8104 data_cost: 0.0004 ips: 59.2279 images/s [03/13 04:33:18] ppdet.engine INFO: Epoch: [118] [440/610] learning_rate: 0.158961 loss_vfl: 0.966829 loss_bbox: 0.430567 loss_dfl: 0.413571 loss: 1.813832 eta: 1 day, 2:01:24 batch_cost: 0.7932 data_cost: 0.0003 ips: 60.5151 images/s [03/13 04:33:36] ppdet.engine INFO: Epoch: [118] [460/610] learning_rate: 0.158922 loss_vfl: 0.965396 loss_bbox: 0.433108 loss_dfl: 0.417539 loss: 1.812953 eta: 1 day, 2:01:06 batch_cost: 0.8024 data_cost: 0.0003 ips: 59.8189 images/s [03/13 04:33:53] ppdet.engine INFO: Epoch: [118] [480/610] learning_rate: 0.158883 loss_vfl: 0.966735 loss_bbox: 0.448862 loss_dfl: 0.417348 loss: 1.804613 eta: 1 day, 2:00:46 batch_cost: 0.7510 data_cost: 0.0021 ips: 63.9151 images/s [03/13 04:34:12] ppdet.engine INFO: Epoch: [118] [500/610] learning_rate: 0.158844 loss_vfl: 0.990135 loss_bbox: 0.427304 loss_dfl: 0.412788 loss: 1.807716 eta: 1 day, 2:00:27 batch_cost: 0.7827 data_cost: 0.0010 ips: 61.3245 images/s [03/13 04:34:30] ppdet.engine INFO: Epoch: [118] [520/610] learning_rate: 0.158805 loss_vfl: 0.987808 loss_bbox: 0.440327 loss_dfl: 0.416577 loss: 1.832677 eta: 1 day, 2:00:10 batch_cost: 0.8374 data_cost: 0.0004 ips: 57.3180 images/s [03/13 04:34:48] ppdet.engine INFO: Epoch: [118] [540/610] learning_rate: 0.158766 loss_vfl: 0.996068 loss_bbox: 0.417276 loss_dfl: 0.407930 loss: 1.809363 eta: 1 day, 1:59:50 batch_cost: 0.7617 data_cost: 0.0004 ips: 63.0191 images/s [03/13 04:35:06] ppdet.engine INFO: Epoch: [118] [560/610] learning_rate: 0.158727 loss_vfl: 0.961024 loss_bbox: 0.436731 loss_dfl: 0.407033 loss: 1.811354 eta: 1 day, 1:59:31 batch_cost: 0.7863 data_cost: 0.0004 ips: 61.0440 images/s [03/13 04:35:24] ppdet.engine INFO: Epoch: [118] [580/610] learning_rate: 0.158688 loss_vfl: 1.014616 loss_bbox: 0.434567 loss_dfl: 0.429123 loss: 1.892902 eta: 1 day, 1:59:14 batch_cost: 0.8237 data_cost: 0.0003 ips: 58.2746 images/s [03/13 04:35:42] ppdet.engine INFO: Epoch: [118] [600/610] learning_rate: 0.158648 loss_vfl: 0.948460 loss_bbox: 0.400559 loss_dfl: 0.391507 loss: 1.748966 eta: 1 day, 1:58:56 batch_cost: 0.8159 data_cost: 0.0016 ips: 58.8272 images/s [03/13 04:35:55] ppdet.engine INFO: Epoch: [119] [ 0/610] learning_rate: 0.158629 loss_vfl: 0.943111 loss_bbox: 0.400000 loss_dfl: 0.379976 loss: 1.722152 eta: 1 day, 1:58:50 batch_cost: 0.9054 data_cost: 0.1880 ips: 53.0177 images/s [03/13 04:36:16] ppdet.engine INFO: Epoch: [119] [ 20/610] learning_rate: 0.158590 loss_vfl: 0.966799 loss_bbox: 0.413817 loss_dfl: 0.398432 loss: 1.810466 eta: 1 day, 1:58:35 batch_cost: 0.9256 data_cost: 0.0005 ips: 51.8578 images/s [03/13 04:36:34] ppdet.engine INFO: Epoch: [119] [ 40/610] learning_rate: 0.158551 loss_vfl: 0.996440 loss_bbox: 0.430742 loss_dfl: 0.411534 loss: 1.839500 eta: 1 day, 1:58:18 batch_cost: 0.8353 data_cost: 0.0013 ips: 57.4677 images/s [03/13 04:36:52] ppdet.engine INFO: Epoch: [119] [ 60/610] learning_rate: 0.158512 loss_vfl: 1.023247 loss_bbox: 0.455450 loss_dfl: 0.446139 loss: 1.942704 eta: 1 day, 1:57:59 batch_cost: 0.7819 data_cost: 0.0006 ips: 61.3904 images/s [03/13 04:37:10] ppdet.engine INFO: Epoch: [119] [ 80/610] learning_rate: 0.158473 loss_vfl: 0.969712 loss_bbox: 0.435841 loss_dfl: 0.417929 loss: 1.830064 eta: 1 day, 1:57:41 batch_cost: 0.8100 data_cost: 0.0005 ips: 59.2566 images/s [03/13 04:37:29] ppdet.engine INFO: Epoch: [119] [100/610] learning_rate: 0.158433 loss_vfl: 0.966335 loss_bbox: 0.435611 loss_dfl: 0.423507 loss: 1.830709 eta: 1 day, 1:57:23 batch_cost: 0.8034 data_cost: 0.0005 ips: 59.7477 images/s [03/13 04:37:46] ppdet.engine INFO: Epoch: [119] [120/610] learning_rate: 0.158394 loss_vfl: 0.952554 loss_bbox: 0.405798 loss_dfl: 0.404719 loss: 1.796389 eta: 1 day, 1:57:04 batch_cost: 0.7706 data_cost: 0.0004 ips: 62.2874 images/s [03/13 04:38:03] ppdet.engine INFO: Epoch: [119] [140/610] learning_rate: 0.158355 loss_vfl: 0.997654 loss_bbox: 0.422954 loss_dfl: 0.415278 loss: 1.866858 eta: 1 day, 1:56:44 batch_cost: 0.7662 data_cost: 0.0004 ips: 62.6504 images/s [03/13 04:38:22] ppdet.engine INFO: Epoch: [119] [160/610] learning_rate: 0.158316 loss_vfl: 1.003869 loss_bbox: 0.456752 loss_dfl: 0.437767 loss: 1.915074 eta: 1 day, 1:56:26 batch_cost: 0.8089 data_cost: 0.0004 ips: 59.3367 images/s [03/13 04:38:40] ppdet.engine INFO: Epoch: [119] [180/610] learning_rate: 0.158277 loss_vfl: 0.977469 loss_bbox: 0.446676 loss_dfl: 0.425373 loss: 1.866402 eta: 1 day, 1:56:08 batch_cost: 0.8244 data_cost: 0.0013 ips: 58.2234 images/s [03/13 04:38:57] ppdet.engine INFO: Epoch: [119] [200/610] learning_rate: 0.158238 loss_vfl: 0.942784 loss_bbox: 0.413614 loss_dfl: 0.401025 loss: 1.746191 eta: 1 day, 1:55:49 batch_cost: 0.7668 data_cost: 0.0003 ips: 62.5992 images/s [03/13 04:39:15] ppdet.engine INFO: Epoch: [119] [220/610] learning_rate: 0.158199 loss_vfl: 1.023666 loss_bbox: 0.442176 loss_dfl: 0.426104 loss: 1.907972 eta: 1 day, 1:55:30 batch_cost: 0.7895 data_cost: 0.0013 ips: 60.8013 images/s [03/13 04:39:32] ppdet.engine INFO: Epoch: [119] [240/610] learning_rate: 0.158160 loss_vfl: 0.979815 loss_bbox: 0.428353 loss_dfl: 0.409566 loss: 1.814495 eta: 1 day, 1:55:12 batch_cost: 0.7837 data_cost: 0.0003 ips: 61.2446 images/s [03/13 04:39:50] ppdet.engine INFO: Epoch: [119] [260/610] learning_rate: 0.158121 loss_vfl: 0.996802 loss_bbox: 0.453213 loss_dfl: 0.439234 loss: 1.879898 eta: 1 day, 1:54:54 batch_cost: 0.8287 data_cost: 0.0003 ips: 57.9233 images/s [03/13 04:40:08] ppdet.engine INFO: Epoch: [119] [280/610] learning_rate: 0.158081 loss_vfl: 1.006187 loss_bbox: 0.470898 loss_dfl: 0.443544 loss: 1.914817 eta: 1 day, 1:54:36 batch_cost: 0.8107 data_cost: 0.0003 ips: 59.2063 images/s [03/13 04:40:26] ppdet.engine INFO: Epoch: [119] [300/610] learning_rate: 0.158042 loss_vfl: 1.013889 loss_bbox: 0.429169 loss_dfl: 0.424148 loss: 1.853060 eta: 1 day, 1:54:17 batch_cost: 0.7899 data_cost: 0.0004 ips: 60.7664 images/s [03/13 04:40:44] ppdet.engine INFO: Epoch: [119] [320/610] learning_rate: 0.158003 loss_vfl: 1.043193 loss_bbox: 0.462663 loss_dfl: 0.446923 loss: 1.959389 eta: 1 day, 1:53:59 batch_cost: 0.8007 data_cost: 0.0003 ips: 59.9503 images/s [03/13 04:41:02] ppdet.engine INFO: Epoch: [119] [340/610] learning_rate: 0.157964 loss_vfl: 0.989547 loss_bbox: 0.423496 loss_dfl: 0.410185 loss: 1.803359 eta: 1 day, 1:53:40 batch_cost: 0.7727 data_cost: 0.0003 ips: 62.1218 images/s [03/13 04:41:19] ppdet.engine INFO: Epoch: [119] [360/610] learning_rate: 0.157925 loss_vfl: 0.958699 loss_bbox: 0.421870 loss_dfl: 0.412413 loss: 1.777259 eta: 1 day, 1:53:22 batch_cost: 0.8098 data_cost: 0.0003 ips: 59.2715 images/s [03/13 04:41:37] ppdet.engine INFO: Epoch: [119] [380/610] learning_rate: 0.157886 loss_vfl: 1.013627 loss_bbox: 0.465675 loss_dfl: 0.439031 loss: 1.909693 eta: 1 day, 1:53:03 batch_cost: 0.7938 data_cost: 0.0004 ips: 60.4712 images/s [03/13 04:41:55] ppdet.engine INFO: Epoch: [119] [400/610] learning_rate: 0.157847 loss_vfl: 0.995989 loss_bbox: 0.459375 loss_dfl: 0.421056 loss: 1.888977 eta: 1 day, 1:52:45 batch_cost: 0.8020 data_cost: 0.0010 ips: 59.8511 images/s [03/13 04:42:13] ppdet.engine INFO: Epoch: [119] [420/610] learning_rate: 0.157807 loss_vfl: 1.001075 loss_bbox: 0.444341 loss_dfl: 0.431983 loss: 1.884523 eta: 1 day, 1:52:26 batch_cost: 0.7922 data_cost: 0.0003 ips: 60.5935 images/s [03/13 04:42:30] ppdet.engine INFO: Epoch: [119] [440/610] learning_rate: 0.157768 loss_vfl: 0.985868 loss_bbox: 0.446699 loss_dfl: 0.430924 loss: 1.877018 eta: 1 day, 1:52:08 batch_cost: 0.8052 data_cost: 0.0003 ips: 59.6157 images/s [03/13 04:42:48] ppdet.engine INFO: Epoch: [119] [460/610] learning_rate: 0.157729 loss_vfl: 0.974181 loss_bbox: 0.413285 loss_dfl: 0.409347 loss: 1.796060 eta: 1 day, 1:51:48 batch_cost: 0.7542 data_cost: 0.0004 ips: 63.6456 images/s [03/13 04:43:05] ppdet.engine INFO: Epoch: [119] [480/610] learning_rate: 0.157690 loss_vfl: 1.032744 loss_bbox: 0.450777 loss_dfl: 0.436211 loss: 1.946553 eta: 1 day, 1:51:29 batch_cost: 0.7726 data_cost: 0.0004 ips: 62.1260 images/s [03/13 04:43:23] ppdet.engine INFO: Epoch: [119] [500/610] learning_rate: 0.157651 loss_vfl: 0.957217 loss_bbox: 0.411128 loss_dfl: 0.400281 loss: 1.774199 eta: 1 day, 1:51:11 batch_cost: 0.7972 data_cost: 0.0004 ips: 60.2072 images/s [03/13 04:43:42] ppdet.engine INFO: Epoch: [119] [520/610] learning_rate: 0.157611 loss_vfl: 1.012919 loss_bbox: 0.447418 loss_dfl: 0.423805 loss: 1.879077 eta: 1 day, 1:50:54 batch_cost: 0.8520 data_cost: 0.0004 ips: 56.3373 images/s [03/13 04:43:58] ppdet.engine INFO: Epoch: [119] [540/610] learning_rate: 0.157572 loss_vfl: 1.007552 loss_bbox: 0.436377 loss_dfl: 0.424778 loss: 1.883504 eta: 1 day, 1:50:35 batch_cost: 0.7644 data_cost: 0.0010 ips: 62.7980 images/s [03/13 04:44:16] ppdet.engine INFO: Epoch: [119] [560/610] learning_rate: 0.157533 loss_vfl: 1.020478 loss_bbox: 0.437714 loss_dfl: 0.420577 loss: 1.864238 eta: 1 day, 1:50:15 batch_cost: 0.7491 data_cost: 0.0007 ips: 64.0807 images/s [03/13 04:44:34] ppdet.engine INFO: Epoch: [119] [580/610] learning_rate: 0.157494 loss_vfl: 1.041736 loss_bbox: 0.472044 loss_dfl: 0.438906 loss: 1.937022 eta: 1 day, 1:49:56 batch_cost: 0.7964 data_cost: 0.0011 ips: 60.2731 images/s [03/13 04:44:51] ppdet.engine INFO: Epoch: [119] [600/610] learning_rate: 0.157455 loss_vfl: 0.991372 loss_bbox: 0.428813 loss_dfl: 0.404257 loss: 1.801616 eta: 1 day, 1:49:37 batch_cost: 0.7531 data_cost: 0.0005 ips: 63.7369 images/s [03/13 04:44:59] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_s_416_coco [03/13 04:45:00] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_s_416_coco [03/13 04:45:00] ppdet.engine INFO: Eval iter: 0 [03/13 04:45:16] ppdet.engine INFO: Eval iter: 100 [03/13 04:45:25] ppdet.engine INFO: Eval iter: 200 [03/13 04:45:35] ppdet.engine INFO: Eval iter: 300 [03/13 04:45:44] ppdet.engine INFO: Eval iter: 400 [03/13 04:45:54] ppdet.engine INFO: Eval iter: 500 [03/13 04:46:04] ppdet.engine INFO: Eval iter: 600 [03/13 04:46:20] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json. loading annotations into memory... Done (t=0.66s) creating index... index created! [03/13 04:46:21] ppdet.metrics.coco_utils INFO: Start evaluate... Loading and preparing results... DONE (t=4.71s) creating index... index created! Running per image evaluation... Evaluate annotation type *bbox* DONE (t=98.04s). Accumulating evaluation results... DONE (t=17.91s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.296 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.436 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.314 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.104 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.309 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.487 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.270 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.434 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.463 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.188 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.515 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.717 [03/13 04:48:23] ppdet.engine INFO: Total sample number: 4952, averge FPS: 73.94392190751526 [03/13 04:48:23] ppdet.engine INFO: Best test bbox ap is 0.296. [03/13 04:48:23] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_s_416_coco [03/13 04:48:24] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_s_416_coco [03/13 04:48:24] ppdet.engine INFO: Epoch: [120] [ 0/610] learning_rate: 0.157435 loss_vfl: 0.917980 loss_bbox: 0.410925 loss_dfl: 0.393845 loss: 1.721792 eta: 1 day, 1:49:24 batch_cost: 0.6837 data_cost: 0.0004 ips: 70.2090 images/s [03/13 04:48:43] ppdet.engine INFO: Epoch: [120] [ 20/610] learning_rate: 0.157396 loss_vfl: 0.996875 loss_bbox: 0.433543 loss_dfl: 0.417861 loss: 1.849687 eta: 1 day, 1:49:06 batch_cost: 0.8075 data_cost: 0.0003 ips: 59.4402 images/s [03/13 04:49:00] ppdet.engine INFO: Epoch: [120] [ 40/610] learning_rate: 0.157357 loss_vfl: 0.979305 loss_bbox: 0.449841 loss_dfl: 0.429717 loss: 1.867588 eta: 1 day, 1:48:48 batch_cost: 0.8141 data_cost: 0.0006 ips: 58.9628 images/s [03/13 04:49:19] ppdet.engine INFO: Epoch: [120] [ 60/610] learning_rate: 0.157317 loss_vfl: 0.959504 loss_bbox: 0.437326 loss_dfl: 0.408255 loss: 1.789017 eta: 1 day, 1:48:30 batch_cost: 0.8008 data_cost: 0.0003 ips: 59.9422 images/s [03/13 04:49:37] ppdet.engine INFO: Epoch: [120] [ 80/610] learning_rate: 0.157278 loss_vfl: 1.010887 loss_bbox: 0.456317 loss_dfl: 0.428951 loss: 1.899907 eta: 1 day, 1:48:11 batch_cost: 0.7847 data_cost: 0.0004 ips: 61.1697 images/s [03/13 04:49:54] ppdet.engine INFO: Epoch: [120] [100/610] learning_rate: 0.157239 loss_vfl: 0.968730 loss_bbox: 0.433960 loss_dfl: 0.422846 loss: 1.831966 eta: 1 day, 1:47:53 batch_cost: 0.7991 data_cost: 0.0006 ips: 60.0657 images/s [03/13 04:50:13] ppdet.engine INFO: Epoch: [120] [120/610] learning_rate: 0.157200 loss_vfl: 0.937182 loss_bbox: 0.399176 loss_dfl: 0.390684 loss: 1.748120 eta: 1 day, 1:47:35 batch_cost: 0.8267 data_cost: 0.0005 ips: 58.0635 images/s [03/13 04:50:30] ppdet.engine INFO: Epoch: [120] [140/610] learning_rate: 0.157161 loss_vfl: 1.047292 loss_bbox: 0.449921 loss_dfl: 0.442827 loss: 1.931298 eta: 1 day, 1:47:17 batch_cost: 0.7851 data_cost: 0.0004 ips: 61.1360 images/s [03/13 04:50:49] ppdet.engine INFO: Epoch: [120] [160/610] learning_rate: 0.157121 loss_vfl: 1.014041 loss_bbox: 0.457237 loss_dfl: 0.428251 loss: 1.899901 eta: 1 day, 1:46:57 batch_cost: 0.7670 data_cost: 0.0004 ips: 62.5805 images/s [03/13 04:51:06] ppdet.engine INFO: Epoch: [120] [180/610] learning_rate: 0.157082 loss_vfl: 1.009899 loss_bbox: 0.440327 loss_dfl: 0.428944 loss: 1.837206 eta: 1 day, 1:46:38 batch_cost: 0.7597 data_cost: 0.0004 ips: 63.1829 images/s [03/13 04:51:24] ppdet.engine INFO: Epoch: [120] [200/610] learning_rate: 0.157043 loss_vfl: 0.989589 loss_bbox: 0.438557 loss_dfl: 0.424767 loss: 1.864616 eta: 1 day, 1:46:20 batch_cost: 0.8138 data_cost: 0.0003 ips: 58.9812 images/s [03/13 04:51:42] ppdet.engine INFO: Epoch: [120] [220/610] learning_rate: 0.157004 loss_vfl: 0.977897 loss_bbox: 0.446977 loss_dfl: 0.433711 loss: 1.843195 eta: 1 day, 1:46:02 batch_cost: 0.8187 data_cost: 0.0023 ips: 58.6273 images/s [03/13 04:52:00] ppdet.engine INFO: Epoch: [120] [240/610] learning_rate: 0.156964 loss_vfl: 1.006782 loss_bbox: 0.461791 loss_dfl: 0.424565 loss: 1.895800 eta: 1 day, 1:45:44 batch_cost: 0.7971 data_cost: 0.0003 ips: 60.2157 images/s [03/13 04:52:17] ppdet.engine INFO: Epoch: [120] [260/610] learning_rate: 0.156925 loss_vfl: 0.951880 loss_bbox: 0.405619 loss_dfl: 0.392439 loss: 1.733746 eta: 1 day, 1:45:25 batch_cost: 0.7838 data_cost: 0.0003 ips: 61.2438 images/s [03/13 04:52:35] ppdet.engine INFO: Epoch: [120] [280/610] learning_rate: 0.156886 loss_vfl: 1.005329 loss_bbox: 0.456220 loss_dfl: 0.430845 loss: 1.906500 eta: 1 day, 1:45:05 batch_cost: 0.7515 data_cost: 0.0003 ips: 63.8699 images/s [03/13 04:52:52] ppdet.engine INFO: Epoch: [120] [300/610] learning_rate: 0.156846 loss_vfl: 1.006037 loss_bbox: 0.442375 loss_dfl: 0.424819 loss: 1.875349 eta: 1 day, 1:44:45 batch_cost: 0.7428 data_cost: 0.0003 ips: 64.6225 images/s [03/13 04:53:10] ppdet.engine INFO: Epoch: [120] [320/610] learning_rate: 0.156807 loss_vfl: 0.959003 loss_bbox: 0.428235 loss_dfl: 0.411620 loss: 1.804024 eta: 1 day, 1:44:26 batch_cost: 0.7831 data_cost: 0.0003 ips: 61.2984 images/s [03/13 04:53:28] ppdet.engine INFO: Epoch: [120] [340/610] learning_rate: 0.156768 loss_vfl: 0.998105 loss_bbox: 0.423196 loss_dfl: 0.419132 loss: 1.815472 eta: 1 day, 1:44:08 batch_cost: 0.7852 data_cost: 0.0003 ips: 61.1299 images/s [03/13 04:53:46] ppdet.engine INFO: Epoch: [120] [360/610] learning_rate: 0.156729 loss_vfl: 0.961386 loss_bbox: 0.432973 loss_dfl: 0.415810 loss: 1.802980 eta: 1 day, 1:43:49 batch_cost: 0.7952 data_cost: 0.0003 ips: 60.3588 images/s [03/13 04:54:04] ppdet.engine INFO: Epoch: [120] [380/610] learning_rate: 0.156689 loss_vfl: 0.939876 loss_bbox: 0.415720 loss_dfl: 0.394142 loss: 1.746520 eta: 1 day, 1:43:31 batch_cost: 0.8178 data_cost: 0.0010 ips: 58.6924 images/s [03/13 04:54:22] ppdet.engine INFO: Epoch: [120] [400/610] learning_rate: 0.156650 loss_vfl: 0.975783 loss_bbox: 0.433452 loss_dfl: 0.415927 loss: 1.825249 eta: 1 day, 1:43:12 batch_cost: 0.7683 data_cost: 0.0003 ips: 62.4734 images/s [03/13 04:54:40] ppdet.engine INFO: Epoch: [120] [420/610] learning_rate: 0.156611 loss_vfl: 0.972275 loss_bbox: 0.450288 loss_dfl: 0.417073 loss: 1.833572 eta: 1 day, 1:42:53 batch_cost: 0.7814 data_cost: 0.0022 ips: 61.4290 images/s [03/13 04:54:58] ppdet.engine INFO: Epoch: [120] [440/610] learning_rate: 0.156571 loss_vfl: 1.063578 loss_bbox: 0.463468 loss_dfl: 0.437278 loss: 1.951442 eta: 1 day, 1:42:35 batch_cost: 0.7888 data_cost: 0.0003 ips: 60.8528 images/s [03/13 04:55:16] ppdet.engine INFO: Epoch: [120] [460/610] learning_rate: 0.156532 loss_vfl: 0.949457 loss_bbox: 0.452074 loss_dfl: 0.424269 loss: 1.854405 eta: 1 day, 1:42:17 batch_cost: 0.8171 data_cost: 0.0003 ips: 58.7438 images/s [03/13 04:55:33] ppdet.engine INFO: Epoch: [120] [480/610] learning_rate: 0.156493 loss_vfl: 0.979982 loss_bbox: 0.441498 loss_dfl: 0.407534 loss: 1.809767 eta: 1 day, 1:41:58 batch_cost: 0.7736 data_cost: 0.0004 ips: 62.0438 images/s [03/13 04:55:51] ppdet.engine INFO: Epoch: [120] [500/610] learning_rate: 0.156453 loss_vfl: 0.989420 loss_bbox: 0.446471 loss_dfl: 0.415593 loss: 1.863937 eta: 1 day, 1:41:38 batch_cost: 0.7565 data_cost: 0.0009 ips: 63.4528 images/s [03/13 04:56:08] ppdet.engine INFO: Epoch: [120] [520/610] learning_rate: 0.156414 loss_vfl: 0.968132 loss_bbox: 0.422662 loss_dfl: 0.408520 loss: 1.817920 eta: 1 day, 1:41:19 batch_cost: 0.7794 data_cost: 0.0003 ips: 61.5866 images/s [03/13 04:56:25] ppdet.engine INFO: Epoch: [120] [540/610] learning_rate: 0.156375 loss_vfl: 0.992258 loss_bbox: 0.439408 loss_dfl: 0.426312 loss: 1.876759 eta: 1 day, 1:40:59 batch_cost: 0.7435 data_cost: 0.0009 ips: 64.5579 images/s [03/13 04:56:43] ppdet.engine INFO: Epoch: [120] [560/610] learning_rate: 0.156336 loss_vfl: 0.963665 loss_bbox: 0.429362 loss_dfl: 0.413392 loss: 1.811012 eta: 1 day, 1:40:41 batch_cost: 0.7927 data_cost: 0.0003 ips: 60.5491 images/s [03/13 04:57:01] ppdet.engine INFO: Epoch: [120] [580/610] learning_rate: 0.156296 loss_vfl: 0.949010 loss_bbox: 0.414389 loss_dfl: 0.405366 loss: 1.766840 eta: 1 day, 1:40:23 batch_cost: 0.8042 data_cost: 0.0004 ips: 59.6868 images/s [03/13 04:57:17] ppdet.engine INFO: Epoch: [120] [600/610] learning_rate: 0.156257 loss_vfl: 1.059307 loss_bbox: 0.456892 loss_dfl: 0.440828 loss: 1.964215 eta: 1 day, 1:40:02 batch_cost: 0.7104 data_cost: 0.0004 ips: 67.5632 images/s [03/13 04:57:32] ppdet.engine INFO: Epoch: [121] [ 0/610] learning_rate: 0.156237 loss_vfl: 0.973313 loss_bbox: 0.445452 loss_dfl: 0.418736 loss: 1.808164 eta: 1 day, 1:39:59 batch_cost: 0.9616 data_cost: 0.2501 ips: 49.9187 images/s [03/13 04:57:50] ppdet.engine INFO: Epoch: [121] [ 20/610] learning_rate: 0.156198 loss_vfl: 0.983088 loss_bbox: 0.424723 loss_dfl: 0.418181 loss: 1.853831 eta: 1 day, 1:39:41 batch_cost: 0.8204 data_cost: 0.0003 ips: 58.5079 images/s [03/13 04:58:08] ppdet.engine INFO: Epoch: [121] [ 40/610] learning_rate: 0.156158 loss_vfl: 1.008491 loss_bbox: 0.455559 loss_dfl: 0.435318 loss: 1.893878 eta: 1 day, 1:39:22 batch_cost: 0.7890 data_cost: 0.0003 ips: 60.8357 images/s [03/13 04:58:25] ppdet.engine INFO: Epoch: [121] [ 60/610] learning_rate: 0.156119 loss_vfl: 1.013378 loss_bbox: 0.453265 loss_dfl: 0.433180 loss: 1.904196 eta: 1 day, 1:39:04 batch_cost: 0.7991 data_cost: 0.0003 ips: 60.0664 images/s [03/13 04:58:44] ppdet.engine INFO: Epoch: [121] [ 80/610] learning_rate: 0.156080 loss_vfl: 0.981062 loss_bbox: 0.434610 loss_dfl: 0.414981 loss: 1.825710 eta: 1 day, 1:38:45 batch_cost: 0.7852 data_cost: 0.0003 ips: 61.1292 images/s [03/13 04:59:02] ppdet.engine INFO: Epoch: [121] [100/610] learning_rate: 0.156040 loss_vfl: 0.991860 loss_bbox: 0.441649 loss_dfl: 0.414690 loss: 1.833906 eta: 1 day, 1:38:27 batch_cost: 0.7904 data_cost: 0.0019 ips: 60.7287 images/s [03/13 04:59:19] ppdet.engine INFO: Epoch: [121] [120/610] learning_rate: 0.156001 loss_vfl: 0.975149 loss_bbox: 0.418426 loss_dfl: 0.398546 loss: 1.771182 eta: 1 day, 1:38:08 batch_cost: 0.7888 data_cost: 0.0003 ips: 60.8549 images/s [03/13 04:59:37] ppdet.engine INFO: Epoch: [121] [140/610] learning_rate: 0.155962 loss_vfl: 1.025786 loss_bbox: 0.447151 loss_dfl: 0.417450 loss: 1.884208 eta: 1 day, 1:37:49 batch_cost: 0.7674 data_cost: 0.0003 ips: 62.5460 images/s [03/13 04:59:54] ppdet.engine INFO: Epoch: [121] [160/610] learning_rate: 0.155922 loss_vfl: 1.016593 loss_bbox: 0.450371 loss_dfl: 0.436431 loss: 1.909265 eta: 1 day, 1:37:29 batch_cost: 0.7598 data_cost: 0.0003 ips: 63.1776 images/s [03/13 05:00:12] ppdet.engine INFO: Epoch: [121] [180/610] learning_rate: 0.155883 loss_vfl: 1.000502 loss_bbox: 0.444431 loss_dfl: 0.426242 loss: 1.868498 eta: 1 day, 1:37:10 batch_cost: 0.7649 data_cost: 0.0003 ips: 62.7495 images/s [03/13 05:00:30] ppdet.engine INFO: Epoch: [121] [200/610] learning_rate: 0.155844 loss_vfl: 1.008958 loss_bbox: 0.444214 loss_dfl: 0.435610 loss: 1.897539 eta: 1 day, 1:36:51 batch_cost: 0.7845 data_cost: 0.0003 ips: 61.1832 images/s [03/13 05:00:47] ppdet.engine INFO: Epoch: [121] [220/610] learning_rate: 0.155804 loss_vfl: 0.983068 loss_bbox: 0.449386 loss_dfl: 0.417368 loss: 1.865882 eta: 1 day, 1:36:31 batch_cost: 0.7410 data_cost: 0.0003 ips: 64.7779 images/s [03/13 05:01:04] ppdet.engine INFO: Epoch: [121] [240/610] learning_rate: 0.155765 loss_vfl: 0.985609 loss_bbox: 0.459321 loss_dfl: 0.417822 loss: 1.820655 eta: 1 day, 1:36:12 batch_cost: 0.7586 data_cost: 0.0009 ips: 63.2783 images/s [03/13 05:01:22] ppdet.engine INFO: Epoch: [121] [260/610] learning_rate: 0.155725 loss_vfl: 1.033190 loss_bbox: 0.462654 loss_dfl: 0.436274 loss: 1.923779 eta: 1 day, 1:35:53 batch_cost: 0.7770 data_cost: 0.0003 ips: 61.7735 images/s [03/13 05:01:40] ppdet.engine INFO: Epoch: [121] [280/610] learning_rate: 0.155686 loss_vfl: 0.953084 loss_bbox: 0.426090 loss_dfl: 0.405097 loss: 1.761813 eta: 1 day, 1:35:34 batch_cost: 0.7959 data_cost: 0.0004 ips: 60.3061 images/s [03/13 05:01:57] ppdet.engine INFO: Epoch: [121] [300/610] learning_rate: 0.155647 loss_vfl: 0.950974 loss_bbox: 0.425166 loss_dfl: 0.409207 loss: 1.819143 eta: 1 day, 1:35:15 batch_cost: 0.7599 data_cost: 0.0003 ips: 63.1662 images/s [03/13 05:02:15] ppdet.engine INFO: Epoch: [121] [320/610] learning_rate: 0.155607 loss_vfl: 1.009074 loss_bbox: 0.442565 loss_dfl: 0.436174 loss: 1.897857 eta: 1 day, 1:34:56 batch_cost: 0.7914 data_cost: 0.0004 ips: 60.6509 images/s [03/13 05:02:32] ppdet.engine INFO: Epoch: [121] [340/610] learning_rate: 0.155568 loss_vfl: 0.946874 loss_bbox: 0.425794 loss_dfl: 0.403373 loss: 1.783763 eta: 1 day, 1:34:37 batch_cost: 0.7661 data_cost: 0.0031 ips: 62.6591 images/s [03/13 05:02:49] ppdet.engine INFO: Epoch: [121] [360/610] learning_rate: 0.155528 loss_vfl: 0.965417 loss_bbox: 0.443348 loss_dfl: 0.411306 loss: 1.797316 eta: 1 day, 1:34:16 batch_cost: 0.7083 data_cost: 0.0004 ips: 67.7646 images/s [03/13 05:03:07] ppdet.engine INFO: Epoch: [121] [380/610] learning_rate: 0.155489 loss_vfl: 0.965439 loss_bbox: 0.414400 loss_dfl: 0.402676 loss: 1.788182 eta: 1 day, 1:33:58 batch_cost: 0.8063 data_cost: 0.0006 ips: 59.5337 images/s [03/13 05:03:25] ppdet.engine INFO: Epoch: [121] [400/610] learning_rate: 0.155449 loss_vfl: 0.944437 loss_bbox: 0.407447 loss_dfl: 0.404665 loss: 1.767830 eta: 1 day, 1:33:40 batch_cost: 0.8192 data_cost: 0.0003 ips: 58.5912 images/s [03/13 05:03:42] ppdet.engine INFO: Epoch: [121] [420/610] learning_rate: 0.155410 loss_vfl: 1.045695 loss_bbox: 0.451121 loss_dfl: 0.434238 loss: 1.943341 eta: 1 day, 1:33:21 batch_cost: 0.7711 data_cost: 0.0007 ips: 62.2487 images/s [03/13 05:04:00] ppdet.engine INFO: Epoch: [121] [440/610] learning_rate: 0.155371 loss_vfl: 0.996064 loss_bbox: 0.426143 loss_dfl: 0.418648 loss: 1.844939 eta: 1 day, 1:33:01 batch_cost: 0.7391 data_cost: 0.0003 ips: 64.9441 images/s [03/13 05:04:18] ppdet.engine INFO: Epoch: [121] [460/610] learning_rate: 0.155331 loss_vfl: 0.972120 loss_bbox: 0.446437 loss_dfl: 0.414573 loss: 1.828399 eta: 1 day, 1:32:43 batch_cost: 0.7862 data_cost: 0.0003 ips: 61.0512 images/s [03/13 05:04:35] ppdet.engine INFO: Epoch: [121] [480/610] learning_rate: 0.155292 loss_vfl: 1.048560 loss_bbox: 0.445447 loss_dfl: 0.430562 loss: 1.914305 eta: 1 day, 1:32:23 batch_cost: 0.7542 data_cost: 0.0012 ips: 63.6471 images/s [03/13 05:04:53] ppdet.engine INFO: Epoch: [121] [500/610] learning_rate: 0.155252 loss_vfl: 0.983191 loss_bbox: 0.456829 loss_dfl: 0.423319 loss: 1.858673 eta: 1 day, 1:32:05 batch_cost: 0.8208 data_cost: 0.0004 ips: 58.4762 images/s [03/13 05:05:11] ppdet.engine INFO: Epoch: [121] [520/610] learning_rate: 0.155213 loss_vfl: 0.992723 loss_bbox: 0.461618 loss_dfl: 0.438421 loss: 1.899631 eta: 1 day, 1:31:48 batch_cost: 0.8362 data_cost: 0.0003 ips: 57.4040 images/s [03/13 05:05:28] ppdet.engine INFO: Epoch: [121] [540/610] learning_rate: 0.155173 loss_vfl: 1.000417 loss_bbox: 0.434324 loss_dfl: 0.421643 loss: 1.864162 eta: 1 day, 1:31:28 batch_cost: 0.7419 data_cost: 0.0003 ips: 64.6946 images/s [03/13 05:05:46] ppdet.engine INFO: Epoch: [121] [560/610] learning_rate: 0.155134 loss_vfl: 0.982930 loss_bbox: 0.424429 loss_dfl: 0.409468 loss: 1.804367 eta: 1 day, 1:31:10 batch_cost: 0.7892 data_cost: 0.0003 ips: 60.8191 images/s [03/13 05:06:03] ppdet.engine INFO: Epoch: [121] [580/610] learning_rate: 0.155094 loss_vfl: 0.961250 loss_bbox: 0.431334 loss_dfl: 0.412747 loss: 1.787047 eta: 1 day, 1:30:50 batch_cost: 0.7354 data_cost: 0.0017 ips: 65.2697 images/s [03/13 05:06:21] ppdet.engine INFO: Epoch: [121] [600/610] learning_rate: 0.155055 loss_vfl: 0.946752 loss_bbox: 0.411716 loss_dfl: 0.386465 loss: 1.754972 eta: 1 day, 1:30:30 batch_cost: 0.7570 data_cost: 0.0004 ips: 63.4049 images/s [03/13 05:06:35] ppdet.engine INFO: Epoch: [122] [ 0/610] learning_rate: 0.155035 loss_vfl: 0.966136 loss_bbox: 0.423952 loss_dfl: 0.410940 loss: 1.824449 eta: 1 day, 1:30:27 batch_cost: 0.9694 data_cost: 0.2579 ips: 49.5145 images/s [03/13 05:06:54] ppdet.engine INFO: Epoch: [122] [ 20/610] learning_rate: 0.154996 loss_vfl: 0.932849 loss_bbox: 0.440212 loss_dfl: 0.408718 loss: 1.780597 eta: 1 day, 1:30:10 batch_cost: 0.8516 data_cost: 0.0006 ips: 56.3669 images/s [03/13 05:07:12] ppdet.engine INFO: Epoch: [122] [ 40/610] learning_rate: 0.154956 loss_vfl: 0.970587 loss_bbox: 0.447070 loss_dfl: 0.416873 loss: 1.858393 eta: 1 day, 1:29:51 batch_cost: 0.7879 data_cost: 0.0041 ips: 60.9224 images/s [03/13 05:07:31] ppdet.engine INFO: Epoch: [122] [ 60/610] learning_rate: 0.154917 loss_vfl: 1.067852 loss_bbox: 0.475540 loss_dfl: 0.452470 loss: 1.981313 eta: 1 day, 1:29:33 batch_cost: 0.8159 data_cost: 0.0010 ips: 58.8278 images/s [03/13 05:07:49] ppdet.engine INFO: Epoch: [122] [ 80/610] learning_rate: 0.154877 loss_vfl: 1.005421 loss_bbox: 0.451501 loss_dfl: 0.426803 loss: 1.886698 eta: 1 day, 1:29:15 batch_cost: 0.8075 data_cost: 0.0004 ips: 59.4438 images/s [03/13 05:08:07] ppdet.engine INFO: Epoch: [122] [100/610] learning_rate: 0.154838 loss_vfl: 1.054336 loss_bbox: 0.484091 loss_dfl: 0.461703 loss: 1.985521 eta: 1 day, 1:28:57 batch_cost: 0.8105 data_cost: 0.0004 ips: 59.2204 images/s [03/13 05:08:25] ppdet.engine INFO: Epoch: [122] [120/610] learning_rate: 0.154798 loss_vfl: 0.980276 loss_bbox: 0.443156 loss_dfl: 0.427562 loss: 1.845924 eta: 1 day, 1:28:40 batch_cost: 0.8215 data_cost: 0.0009 ips: 58.4273 images/s [03/13 05:08:42] ppdet.engine INFO: Epoch: [122] [140/610] learning_rate: 0.154759 loss_vfl: 0.917138 loss_bbox: 0.405107 loss_dfl: 0.389505 loss: 1.718401 eta: 1 day, 1:28:21 batch_cost: 0.7680 data_cost: 0.0003 ips: 62.5031 images/s [03/13 05:08:59] ppdet.engine INFO: Epoch: [122] [160/610] learning_rate: 0.154719 loss_vfl: 1.038760 loss_bbox: 0.460256 loss_dfl: 0.433514 loss: 1.922194 eta: 1 day, 1:28:01 batch_cost: 0.7504 data_cost: 0.0003 ips: 63.9653 images/s [03/13 05:09:17] ppdet.engine INFO: Epoch: [122] [180/610] learning_rate: 0.154680 loss_vfl: 0.981786 loss_bbox: 0.442101 loss_dfl: 0.411584 loss: 1.816976 eta: 1 day, 1:27:43 batch_cost: 0.8083 data_cost: 0.0009 ips: 59.3810 images/s [03/13 05:09:35] ppdet.engine INFO: Epoch: [122] [200/610] learning_rate: 0.154640 loss_vfl: 0.965858 loss_bbox: 0.446524 loss_dfl: 0.415929 loss: 1.799098 eta: 1 day, 1:27:23 batch_cost: 0.7486 data_cost: 0.0003 ips: 64.1192 images/s [03/13 05:09:52] ppdet.engine INFO: Epoch: [122] [220/610] learning_rate: 0.154601 loss_vfl: 1.021800 loss_bbox: 0.470797 loss_dfl: 0.433417 loss: 1.911367 eta: 1 day, 1:27:04 batch_cost: 0.7580 data_cost: 0.0003 ips: 63.3237 images/s [03/13 05:10:09] ppdet.engine INFO: Epoch: [122] [240/610] learning_rate: 0.154561 loss_vfl: 1.012949 loss_bbox: 0.438343 loss_dfl: 0.431602 loss: 1.862193 eta: 1 day, 1:26:45 batch_cost: 0.7786 data_cost: 0.0003 ips: 61.6502 images/s [03/13 05:10:28] ppdet.engine INFO: Epoch: [122] [260/610] learning_rate: 0.154522 loss_vfl: 0.977598 loss_bbox: 0.436713 loss_dfl: 0.408202 loss: 1.811242 eta: 1 day, 1:26:27 batch_cost: 0.8235 data_cost: 0.0003 ips: 58.2862 images/s [03/13 05:10:46] ppdet.engine INFO: Epoch: [122] [280/610] learning_rate: 0.154482 loss_vfl: 0.966644 loss_bbox: 0.430008 loss_dfl: 0.417124 loss: 1.816259 eta: 1 day, 1:26:09 batch_cost: 0.8107 data_cost: 0.0003 ips: 59.2100 images/s [03/13 05:11:04] ppdet.engine INFO: Epoch: [122] [300/610] learning_rate: 0.154443 loss_vfl: 0.981541 loss_bbox: 0.463438 loss_dfl: 0.437059 loss: 1.898003 eta: 1 day, 1:25:50 batch_cost: 0.7447 data_cost: 0.0009 ips: 64.4556 images/s [03/13 05:11:22] ppdet.engine INFO: Epoch: [122] [320/610] learning_rate: 0.154403 loss_vfl: 0.970347 loss_bbox: 0.409970 loss_dfl: 0.402903 loss: 1.795998 eta: 1 day, 1:25:30 batch_cost: 0.7503 data_cost: 0.0003 ips: 63.9711 images/s [03/13 05:11:39] ppdet.engine INFO: Epoch: [122] [340/610] learning_rate: 0.154364 loss_vfl: 0.993630 loss_bbox: 0.441568 loss_dfl: 0.421453 loss: 1.865757 eta: 1 day, 1:25:11 batch_cost: 0.7775 data_cost: 0.0009 ips: 61.7334 images/s [03/13 05:11:56] ppdet.engine INFO: Epoch: [122] [360/610] learning_rate: 0.154324 loss_vfl: 0.949287 loss_bbox: 0.442660 loss_dfl: 0.415384 loss: 1.813496 eta: 1 day, 1:24:52 batch_cost: 0.7732 data_cost: 0.0010 ips: 62.0789 images/s [03/13 05:12:14] ppdet.engine INFO: Epoch: [122] [380/610] learning_rate: 0.154285 loss_vfl: 0.980065 loss_bbox: 0.432697 loss_dfl: 0.404518 loss: 1.788893 eta: 1 day, 1:24:33 batch_cost: 0.7723 data_cost: 0.0006 ips: 62.1549 images/s [03/13 05:12:31] ppdet.engine INFO: Epoch: [122] [400/610] learning_rate: 0.154245 loss_vfl: 0.965028 loss_bbox: 0.430081 loss_dfl: 0.408170 loss: 1.801812 eta: 1 day, 1:24:13 batch_cost: 0.7501 data_cost: 0.0020 ips: 63.9947 images/s [03/13 05:12:48] ppdet.engine INFO: Epoch: [122] [420/610] learning_rate: 0.154205 loss_vfl: 0.996425 loss_bbox: 0.438510 loss_dfl: 0.433929 loss: 1.888430 eta: 1 day, 1:23:55 batch_cost: 0.7928 data_cost: 0.0003 ips: 60.5471 images/s [03/13 05:13:06] ppdet.engine INFO: Epoch: [122] [440/610] learning_rate: 0.154166 loss_vfl: 0.977980 loss_bbox: 0.435455 loss_dfl: 0.410787 loss: 1.865619 eta: 1 day, 1:23:36 batch_cost: 0.7622 data_cost: 0.0013 ips: 62.9786 images/s [03/13 05:13:24] ppdet.engine INFO: Epoch: [122] [460/610] learning_rate: 0.154126 loss_vfl: 1.031733 loss_bbox: 0.463256 loss_dfl: 0.435315 loss: 1.942700 eta: 1 day, 1:23:17 batch_cost: 0.7945 data_cost: 0.0003 ips: 60.4175 images/s [03/13 05:13:42] ppdet.engine INFO: Epoch: [122] [480/610] learning_rate: 0.154087 loss_vfl: 1.052243 loss_bbox: 0.455144 loss_dfl: 0.432306 loss: 1.944410 eta: 1 day, 1:22:58 batch_cost: 0.7773 data_cost: 0.0003 ips: 61.7502 images/s [03/13 05:14:00] ppdet.engine INFO: Epoch: [122] [500/610] learning_rate: 0.154047 loss_vfl: 0.962255 loss_bbox: 0.444313 loss_dfl: 0.418174 loss: 1.829272 eta: 1 day, 1:22:41 batch_cost: 0.8255 data_cost: 0.0003 ips: 58.1442 images/s [03/13 05:14:18] ppdet.engine INFO: Epoch: [122] [520/610] learning_rate: 0.154008 loss_vfl: 0.944161 loss_bbox: 0.406028 loss_dfl: 0.388962 loss: 1.725270 eta: 1 day, 1:22:24 batch_cost: 0.8509 data_cost: 0.0016 ips: 56.4090 images/s [03/13 05:14:36] ppdet.engine INFO: Epoch: [122] [540/610] learning_rate: 0.153968 loss_vfl: 1.010473 loss_bbox: 0.439295 loss_dfl: 0.421841 loss: 1.879158 eta: 1 day, 1:22:06 batch_cost: 0.7977 data_cost: 0.0003 ips: 60.1767 images/s [03/13 05:14:54] ppdet.engine INFO: Epoch: [122] [560/610] learning_rate: 0.153928 loss_vfl: 1.024701 loss_bbox: 0.469183 loss_dfl: 0.441562 loss: 1.915624 eta: 1 day, 1:21:47 batch_cost: 0.7911 data_cost: 0.0003 ips: 60.6717 images/s [03/13 05:15:12] ppdet.engine INFO: Epoch: [122] [580/610] learning_rate: 0.153889 loss_vfl: 0.978741 loss_bbox: 0.425394 loss_dfl: 0.408433 loss: 1.803900 eta: 1 day, 1:21:29 batch_cost: 0.8070 data_cost: 0.0003 ips: 59.4788 images/s [03/13 05:15:29] ppdet.engine INFO: Epoch: [122] [600/610] learning_rate: 0.153849 loss_vfl: 0.965983 loss_bbox: 0.432660 loss_dfl: 0.410969 loss: 1.825543 eta: 1 day, 1:21:10 batch_cost: 0.7591 data_cost: 0.0004 ips: 63.2363 images/s [03/13 05:15:44] ppdet.engine INFO: Epoch: [123] [ 0/610] learning_rate: 0.153830 loss_vfl: 0.968763 loss_bbox: 0.455843 loss_dfl: 0.414678 loss: 1.834437 eta: 1 day, 1:21:08 batch_cost: 1.0216 data_cost: 0.3094 ips: 46.9866 images/s [03/13 05:16:03] ppdet.engine INFO: Epoch: [123] [ 20/610] learning_rate: 0.153790 loss_vfl: 0.962433 loss_bbox: 0.410968 loss_dfl: 0.403266 loss: 1.779412 eta: 1 day, 1:20:51 batch_cost: 0.8385 data_cost: 0.0004 ips: 57.2436 images/s [03/13 05:16:21] ppdet.engine INFO: Epoch: [123] [ 40/610] learning_rate: 0.153750 loss_vfl: 1.024974 loss_bbox: 0.451989 loss_dfl: 0.436896 loss: 1.917730 eta: 1 day, 1:20:33 batch_cost: 0.7872 data_cost: 0.0003 ips: 60.9757 images/s [03/13 05:16:39] ppdet.engine INFO: Epoch: [123] [ 60/610] learning_rate: 0.153711 loss_vfl: 0.937708 loss_bbox: 0.389976 loss_dfl: 0.392106 loss: 1.724818 eta: 1 day, 1:20:15 batch_cost: 0.8087 data_cost: 0.0016 ips: 59.3546 images/s [03/13 05:16:56] ppdet.engine INFO: Epoch: [123] [ 80/610] learning_rate: 0.153671 loss_vfl: 0.964642 loss_bbox: 0.412177 loss_dfl: 0.407590 loss: 1.759811 eta: 1 day, 1:19:56 batch_cost: 0.7726 data_cost: 0.0003 ips: 62.1271 images/s [03/13 05:17:15] ppdet.engine INFO: Epoch: [123] [100/610] learning_rate: 0.153631 loss_vfl: 1.020400 loss_bbox: 0.452498 loss_dfl: 0.426379 loss: 1.914544 eta: 1 day, 1:19:38 batch_cost: 0.8342 data_cost: 0.0051 ips: 57.5376 images/s [03/13 05:17:33] ppdet.engine INFO: Epoch: [123] [120/610] learning_rate: 0.153592 loss_vfl: 0.985749 loss_bbox: 0.441226 loss_dfl: 0.416698 loss: 1.865860 eta: 1 day, 1:19:20 batch_cost: 0.7954 data_cost: 0.0006 ips: 60.3466 images/s [03/13 05:17:51] ppdet.engine INFO: Epoch: [123] [140/610] learning_rate: 0.153552 loss_vfl: 0.979303 loss_bbox: 0.423558 loss_dfl: 0.412971 loss: 1.801362 eta: 1 day, 1:19:01 batch_cost: 0.7683 data_cost: 0.0010 ips: 62.4776 images/s [03/13 05:18:07] ppdet.engine INFO: Epoch: [123] [160/610] learning_rate: 0.153513 loss_vfl: 0.997111 loss_bbox: 0.462585 loss_dfl: 0.434141 loss: 1.900404 eta: 1 day, 1:18:41 batch_cost: 0.7486 data_cost: 0.0025 ips: 64.1179 images/s [03/13 05:18:26] ppdet.engine INFO: Epoch: [123] [180/610] learning_rate: 0.153473 loss_vfl: 1.004941 loss_bbox: 0.441597 loss_dfl: 0.428683 loss: 1.888943 eta: 1 day, 1:18:22 batch_cost: 0.7805 data_cost: 0.0012 ips: 61.5010 images/s [03/13 05:18:44] ppdet.engine INFO: Epoch: [123] [200/610] learning_rate: 0.153433 loss_vfl: 1.055292 loss_bbox: 0.466124 loss_dfl: 0.440423 loss: 1.964219 eta: 1 day, 1:18:04 batch_cost: 0.8027 data_cost: 0.0009 ips: 59.7956 images/s [03/13 05:19:02] ppdet.engine INFO: Epoch: [123] [220/610] learning_rate: 0.153394 loss_vfl: 0.954744 loss_bbox: 0.406374 loss_dfl: 0.403824 loss: 1.748500 eta: 1 day, 1:17:46 batch_cost: 0.8067 data_cost: 0.0004 ips: 59.5053 images/s [03/13 05:19:20] ppdet.engine INFO: Epoch: [123] [240/610] learning_rate: 0.153354 loss_vfl: 0.947915 loss_bbox: 0.420103 loss_dfl: 0.407393 loss: 1.761704 eta: 1 day, 1:17:28 batch_cost: 0.8094 data_cost: 0.0003 ips: 59.3037 images/s [03/13 05:19:37] ppdet.engine INFO: Epoch: [123] [260/610] learning_rate: 0.153314 loss_vfl: 0.985598 loss_bbox: 0.436961 loss_dfl: 0.415437 loss: 1.833272 eta: 1 day, 1:17:09 batch_cost: 0.7634 data_cost: 0.0003 ips: 62.8790 images/s [03/13 05:19:56] ppdet.engine INFO: Epoch: [123] [280/610] learning_rate: 0.153275 loss_vfl: 1.012867 loss_bbox: 0.444988 loss_dfl: 0.425240 loss: 1.883547 eta: 1 day, 1:16:51 batch_cost: 0.7980 data_cost: 0.0003 ips: 60.1507 images/s [03/13 05:20:13] ppdet.engine INFO: Epoch: [123] [300/610] learning_rate: 0.153235 loss_vfl: 0.990535 loss_bbox: 0.435455 loss_dfl: 0.415153 loss: 1.842691 eta: 1 day, 1:16:32 batch_cost: 0.7642 data_cost: 0.0003 ips: 62.8086 images/s [03/13 05:20:31] ppdet.engine INFO: Epoch: [123] [320/610] learning_rate: 0.153195 loss_vfl: 0.981740 loss_bbox: 0.417410 loss_dfl: 0.411092 loss: 1.817015 eta: 1 day, 1:16:13 batch_cost: 0.7686 data_cost: 0.0003 ips: 62.4530 images/s [03/13 05:20:48] ppdet.engine INFO: Epoch: [123] [340/610] learning_rate: 0.153156 loss_vfl: 1.001084 loss_bbox: 0.454929 loss_dfl: 0.426094 loss: 1.880246 eta: 1 day, 1:15:54 batch_cost: 0.7849 data_cost: 0.0003 ips: 61.1556 images/s [03/13 05:21:06] ppdet.engine INFO: Epoch: [123] [360/610] learning_rate: 0.153116 loss_vfl: 0.958459 loss_bbox: 0.436922 loss_dfl: 0.415525 loss: 1.827456 eta: 1 day, 1:15:36 batch_cost: 0.7960 data_cost: 0.0003 ips: 60.3039 images/s [03/13 05:21:24] ppdet.engine INFO: Epoch: [123] [380/610] learning_rate: 0.153076 loss_vfl: 0.954336 loss_bbox: 0.428885 loss_dfl: 0.402473 loss: 1.792948 eta: 1 day, 1:15:18 batch_cost: 0.8273 data_cost: 0.0010 ips: 58.0227 images/s [03/13 05:21:42] ppdet.engine INFO: Epoch: [123] [400/610] learning_rate: 0.153037 loss_vfl: 1.057919 loss_bbox: 0.460155 loss_dfl: 0.424195 loss: 1.936304 eta: 1 day, 1:15:00 batch_cost: 0.7835 data_cost: 0.0020 ips: 61.2653 images/s [03/13 05:22:00] ppdet.engine INFO: Epoch: [123] [420/610] learning_rate: 0.152997 loss_vfl: 1.009510 loss_bbox: 0.465199 loss_dfl: 0.433117 loss: 1.926784 eta: 1 day, 1:14:42 batch_cost: 0.8195 data_cost: 0.0003 ips: 58.5750 images/s [03/13 05:22:18] ppdet.engine INFO: Epoch: [123] [440/610] learning_rate: 0.152957 loss_vfl: 0.999862 loss_bbox: 0.452256 loss_dfl: 0.417480 loss: 1.897492 eta: 1 day, 1:14:24 batch_cost: 0.8151 data_cost: 0.0003 ips: 58.8916 images/s [03/13 05:22:36] ppdet.engine INFO: Epoch: [123] [460/610] learning_rate: 0.152918 loss_vfl: 0.990433 loss_bbox: 0.446910 loss_dfl: 0.431360 loss: 1.857518 eta: 1 day, 1:14:06 batch_cost: 0.8013 data_cost: 0.0003 ips: 59.9021 images/s [03/13 05:22:54] ppdet.engine INFO: Epoch: [123] [480/610] learning_rate: 0.152878 loss_vfl: 1.011085 loss_bbox: 0.454766 loss_dfl: 0.427771 loss: 1.904068 eta: 1 day, 1:13:48 batch_cost: 0.8088 data_cost: 0.0003 ips: 59.3448 images/s [03/13 05:23:12] ppdet.engine INFO: Epoch: [123] [500/610] learning_rate: 0.152838 loss_vfl: 1.007814 loss_bbox: 0.470273 loss_dfl: 0.439186 loss: 1.945887 eta: 1 day, 1:13:30 batch_cost: 0.8167 data_cost: 0.0015 ips: 58.7742 images/s [03/13 05:23:30] ppdet.engine INFO: Epoch: [123] [520/610] learning_rate: 0.152799 loss_vfl: 1.077615 loss_bbox: 0.460056 loss_dfl: 0.439879 loss: 1.967544 eta: 1 day, 1:13:11 batch_cost: 0.7674 data_cost: 0.0008 ips: 62.5460 images/s [03/13 05:23:47] ppdet.engine INFO: Epoch: [123] [540/610] learning_rate: 0.152759 loss_vfl: 0.975647 loss_bbox: 0.439125 loss_dfl: 0.427230 loss: 1.868207 eta: 1 day, 1:12:52 batch_cost: 0.7641 data_cost: 0.0004 ips: 62.8221 images/s [03/13 05:24:05] ppdet.engine INFO: Epoch: [123] [560/610] learning_rate: 0.152719 loss_vfl: 0.984747 loss_bbox: 0.445156 loss_dfl: 0.427538 loss: 1.859928 eta: 1 day, 1:12:33 batch_cost: 0.7667 data_cost: 0.0004 ips: 62.6033 images/s [03/13 05:24:23] ppdet.engine INFO: Epoch: [123] [580/610] learning_rate: 0.152680 loss_vfl: 0.983757 loss_bbox: 0.409545 loss_dfl: 0.407208 loss: 1.790837 eta: 1 day, 1:12:14 batch_cost: 0.7629 data_cost: 0.0010 ips: 62.9171 images/s [03/13 05:24:40] ppdet.engine INFO: Epoch: [123] [600/610] learning_rate: 0.152640 loss_vfl: 1.027912 loss_bbox: 0.451918 loss_dfl: 0.431284 loss: 1.929415 eta: 1 day, 1:11:56 batch_cost: 0.8121 data_cost: 0.0010 ips: 59.1067 images/s [03/13 05:24:55] ppdet.engine INFO: Epoch: [124] [ 0/610] learning_rate: 0.152620 loss_vfl: 0.999340 loss_bbox: 0.448756 loss_dfl: 0.427990 loss: 1.917379 eta: 1 day, 1:11:53 batch_cost: 1.0147 data_cost: 0.1960 ips: 47.3037 images/s [03/13 05:25:14] ppdet.engine INFO: Epoch: [124] [ 20/610] learning_rate: 0.152580 loss_vfl: 1.007002 loss_bbox: 0.437402 loss_dfl: 0.420468 loss: 1.877090 eta: 1 day, 1:11:36 batch_cost: 0.8325 data_cost: 0.0017 ips: 57.6599 images/s [03/13 05:25:33] ppdet.engine INFO: Epoch: [124] [ 40/610] learning_rate: 0.152541 loss_vfl: 1.005044 loss_bbox: 0.435031 loss_dfl: 0.419602 loss: 1.867564 eta: 1 day, 1:11:20 batch_cost: 0.8762 data_cost: 0.0003 ips: 54.7846 images/s [03/13 05:25:51] ppdet.engine INFO: Epoch: [124] [ 60/610] learning_rate: 0.152501 loss_vfl: 1.043754 loss_bbox: 0.451834 loss_dfl: 0.430375 loss: 1.911441 eta: 1 day, 1:11:03 batch_cost: 0.8399 data_cost: 0.0003 ips: 57.1503 images/s [03/13 05:26:09] ppdet.engine INFO: Epoch: [124] [ 80/610] learning_rate: 0.152461 loss_vfl: 0.968352 loss_bbox: 0.422507 loss_dfl: 0.408566 loss: 1.802385 eta: 1 day, 1:10:45 batch_cost: 0.8121 data_cost: 0.0016 ips: 59.1036 images/s [03/13 05:26:27] ppdet.engine INFO: Epoch: [124] [100/610] learning_rate: 0.152421 loss_vfl: 0.981704 loss_bbox: 0.448367 loss_dfl: 0.422897 loss: 1.856687 eta: 1 day, 1:10:27 batch_cost: 0.8052 data_cost: 0.0003 ips: 59.6088 images/s [03/13 05:26:46] ppdet.engine INFO: Epoch: [124] [120/610] learning_rate: 0.152382 loss_vfl: 0.979303 loss_bbox: 0.431801 loss_dfl: 0.403532 loss: 1.791273 eta: 1 day, 1:10:08 batch_cost: 0.7911 data_cost: 0.0003 ips: 60.6781 images/s [03/13 05:27:04] ppdet.engine INFO: Epoch: [124] [140/610] learning_rate: 0.152342 loss_vfl: 0.952731 loss_bbox: 0.432493 loss_dfl: 0.419501 loss: 1.821600 eta: 1 day, 1:09:49 batch_cost: 0.7598 data_cost: 0.0003 ips: 63.1785 images/s [03/13 05:27:21] ppdet.engine INFO: Epoch: [124] [160/610] learning_rate: 0.152302 loss_vfl: 1.000341 loss_bbox: 0.443879 loss_dfl: 0.427953 loss: 1.889993 eta: 1 day, 1:09:30 batch_cost: 0.7714 data_cost: 0.0006 ips: 62.2240 images/s [03/13 05:27:39] ppdet.engine INFO: Epoch: [124] [180/610] learning_rate: 0.152262 loss_vfl: 0.977434 loss_bbox: 0.440124 loss_dfl: 0.419574 loss: 1.848812 eta: 1 day, 1:09:11 batch_cost: 0.7701 data_cost: 0.0003 ips: 62.3309 images/s [03/13 05:27:56] ppdet.engine INFO: Epoch: [124] [200/610] learning_rate: 0.152223 loss_vfl: 0.945047 loss_bbox: 0.409183 loss_dfl: 0.403053 loss: 1.750648 eta: 1 day, 1:08:53 batch_cost: 0.7907 data_cost: 0.0003 ips: 60.7070 images/s [03/13 05:28:14] ppdet.engine INFO: Epoch: [124] [220/610] learning_rate: 0.152183 loss_vfl: 0.999660 loss_bbox: 0.444652 loss_dfl: 0.421444 loss: 1.862667 eta: 1 day, 1:08:35 batch_cost: 0.8102 data_cost: 0.0003 ips: 59.2479 images/s [03/13 05:28:31] ppdet.engine INFO: Epoch: [124] [240/610] learning_rate: 0.152143 loss_vfl: 1.010515 loss_bbox: 0.454323 loss_dfl: 0.433661 loss: 1.915602 eta: 1 day, 1:08:15 batch_cost: 0.7470 data_cost: 0.0009 ips: 64.2533 images/s [03/13 05:28:48] ppdet.engine INFO: Epoch: [124] [260/610] learning_rate: 0.152103 loss_vfl: 0.951966 loss_bbox: 0.422102 loss_dfl: 0.407302 loss: 1.796068 eta: 1 day, 1:07:57 batch_cost: 0.7894 data_cost: 0.0003 ips: 60.8047 images/s [03/13 05:29:05] ppdet.engine INFO: Epoch: [124] [280/610] learning_rate: 0.152064 loss_vfl: 0.951172 loss_bbox: 0.430550 loss_dfl: 0.413488 loss: 1.791188 eta: 1 day, 1:07:36 batch_cost: 0.7158 data_cost: 0.0003 ips: 67.0538 images/s [03/13 05:29:23] ppdet.engine INFO: Epoch: [124] [300/610] learning_rate: 0.152024 loss_vfl: 1.005243 loss_bbox: 0.444151 loss_dfl: 0.420492 loss: 1.904528 eta: 1 day, 1:07:17 batch_cost: 0.7783 data_cost: 0.0003 ips: 61.6737 images/s [03/13 05:29:40] ppdet.engine INFO: Epoch: [124] [320/610] learning_rate: 0.151984 loss_vfl: 0.966547 loss_bbox: 0.425262 loss_dfl: 0.399361 loss: 1.779766 eta: 1 day, 1:06:59 batch_cost: 0.7895 data_cost: 0.0011 ips: 60.7969 images/s [03/13 05:29:58] ppdet.engine INFO: Epoch: [124] [340/610] learning_rate: 0.151944 loss_vfl: 0.983809 loss_bbox: 0.427999 loss_dfl: 0.412807 loss: 1.818847 eta: 1 day, 1:06:39 batch_cost: 0.7549 data_cost: 0.0003 ips: 63.5858 images/s [03/13 05:30:16] ppdet.engine INFO: Epoch: [124] [360/610] learning_rate: 0.151905 loss_vfl: 1.040166 loss_bbox: 0.470536 loss_dfl: 0.444503 loss: 1.968954 eta: 1 day, 1:06:20 batch_cost: 0.7696 data_cost: 0.0003 ips: 62.3702 images/s [03/13 05:30:34] ppdet.engine INFO: Epoch: [124] [380/610] learning_rate: 0.151865 loss_vfl: 0.982653 loss_bbox: 0.427952 loss_dfl: 0.413954 loss: 1.843972 eta: 1 day, 1:06:03 batch_cost: 0.8285 data_cost: 0.0003 ips: 57.9332 images/s [03/13 05:30:51] ppdet.engine INFO: Epoch: [124] [400/610] learning_rate: 0.151825 loss_vfl: 0.975203 loss_bbox: 0.454675 loss_dfl: 0.425531 loss: 1.861530 eta: 1 day, 1:05:44 batch_cost: 0.7665 data_cost: 0.0003 ips: 62.6194 images/s [03/13 05:31:10] ppdet.engine INFO: Epoch: [124] [420/610] learning_rate: 0.151785 loss_vfl: 0.972610 loss_bbox: 0.450190 loss_dfl: 0.419777 loss: 1.830442 eta: 1 day, 1:05:27 batch_cost: 0.8462 data_cost: 0.0008 ips: 56.7257 images/s [03/13 05:31:28] ppdet.engine INFO: Epoch: [124] [440/610] learning_rate: 0.151745 loss_vfl: 1.048832 loss_bbox: 0.451443 loss_dfl: 0.440060 loss: 1.958613 eta: 1 day, 1:05:10 batch_cost: 0.8177 data_cost: 0.0004 ips: 58.7029 images/s [03/13 05:31:46] ppdet.engine INFO: Epoch: [124] [460/610] learning_rate: 0.151706 loss_vfl: 0.962767 loss_bbox: 0.430685 loss_dfl: 0.411326 loss: 1.801946 eta: 1 day, 1:04:51 batch_cost: 0.7845 data_cost: 0.0017 ips: 61.1878 images/s [03/13 05:32:04] ppdet.engine INFO: Epoch: [124] [480/610] learning_rate: 0.151666 loss_vfl: 0.990405 loss_bbox: 0.441152 loss_dfl: 0.423841 loss: 1.865381 eta: 1 day, 1:04:33 batch_cost: 0.8149 data_cost: 0.0004 ips: 58.9019 images/s [03/13 05:32:23] ppdet.engine INFO: Epoch: [124] [500/610] learning_rate: 0.151626 loss_vfl: 1.011171 loss_bbox: 0.431906 loss_dfl: 0.423555 loss: 1.848309 eta: 1 day, 1:04:16 batch_cost: 0.8266 data_cost: 0.0003 ips: 58.0713 images/s [03/13 05:32:40] ppdet.engine INFO: Epoch: [124] [520/610] learning_rate: 0.151586 loss_vfl: 0.982862 loss_bbox: 0.428142 loss_dfl: 0.406664 loss: 1.787107 eta: 1 day, 1:03:58 batch_cost: 0.8022 data_cost: 0.0004 ips: 59.8327 images/s [03/13 05:32:57] ppdet.engine INFO: Epoch: [124] [540/610] learning_rate: 0.151546 loss_vfl: 1.019947 loss_bbox: 0.464011 loss_dfl: 0.444561 loss: 1.932468 eta: 1 day, 1:03:38 batch_cost: 0.7437 data_cost: 0.0003 ips: 64.5393 images/s [03/13 05:33:15] ppdet.engine INFO: Epoch: [124] [560/610] learning_rate: 0.151507 loss_vfl: 1.074262 loss_bbox: 0.463872 loss_dfl: 0.441776 loss: 1.974046 eta: 1 day, 1:03:21 batch_cost: 0.8261 data_cost: 0.0017 ips: 58.1010 images/s [03/13 05:33:32] ppdet.engine INFO: Epoch: [124] [580/610] learning_rate: 0.151467 loss_vfl: 1.003446 loss_bbox: 0.445235 loss_dfl: 0.429037 loss: 1.881365 eta: 1 day, 1:03:02 batch_cost: 0.7700 data_cost: 0.0008 ips: 62.3413 images/s [03/13 05:33:51] ppdet.engine INFO: Epoch: [124] [600/610] learning_rate: 0.151427 loss_vfl: 1.006694 loss_bbox: 0.440447 loss_dfl: 0.421214 loss: 1.859522 eta: 1 day, 1:02:44 batch_cost: 0.8201 data_cost: 0.0004 ips: 58.5304 images/s [03/13 05:34:04] ppdet.engine INFO: Epoch: [125] [ 0/610] learning_rate: 0.151407 loss_vfl: 0.955121 loss_bbox: 0.421506 loss_dfl: 0.400934 loss: 1.769054 eta: 1 day, 1:02:39 batch_cost: 0.9601 data_cost: 0.2628 ips: 49.9945 images/s [03/13 05:34:26] ppdet.engine INFO: Epoch: [125] [ 20/610] learning_rate: 0.151367 loss_vfl: 0.970435 loss_bbox: 0.419247 loss_dfl: 0.410814 loss: 1.828007 eta: 1 day, 1:02:26 batch_cost: 0.9720 data_cost: 0.0010 ips: 49.3842 images/s [03/13 05:34:44] ppdet.engine INFO: Epoch: [125] [ 40/610] learning_rate: 0.151327 loss_vfl: 1.045440 loss_bbox: 0.458184 loss_dfl: 0.437621 loss: 1.957027 eta: 1 day, 1:02:09 batch_cost: 0.8553 data_cost: 0.0011 ips: 56.1238 images/s [03/13 05:35:03] ppdet.engine INFO: Epoch: [125] [ 60/610] learning_rate: 0.151287 loss_vfl: 0.935557 loss_bbox: 0.431067 loss_dfl: 0.410364 loss: 1.776898 eta: 1 day, 1:01:53 batch_cost: 0.8514 data_cost: 0.0003 ips: 56.3781 images/s [03/13 05:35:21] ppdet.engine INFO: Epoch: [125] [ 80/610] learning_rate: 0.151248 loss_vfl: 0.959486 loss_bbox: 0.434978 loss_dfl: 0.413759 loss: 1.807573 eta: 1 day, 1:01:33 batch_cost: 0.7421 data_cost: 0.0003 ips: 64.6844 images/s [03/13 05:35:38] ppdet.engine INFO: Epoch: [125] [100/610] learning_rate: 0.151208 loss_vfl: 1.013489 loss_bbox: 0.432144 loss_dfl: 0.428175 loss: 1.856217 eta: 1 day, 1:01:13 batch_cost: 0.7449 data_cost: 0.0004 ips: 64.4399 images/s [03/13 05:35:57] ppdet.engine INFO: Epoch: [125] [120/610] learning_rate: 0.151168 loss_vfl: 1.001786 loss_bbox: 0.463945 loss_dfl: 0.430617 loss: 1.900394 eta: 1 day, 1:00:55 batch_cost: 0.8078 data_cost: 0.0003 ips: 59.4219 images/s [03/13 05:36:14] ppdet.engine INFO: Epoch: [125] [140/610] learning_rate: 0.151128 loss_vfl: 0.998996 loss_bbox: 0.451031 loss_dfl: 0.429340 loss: 1.873992 eta: 1 day, 1:00:37 batch_cost: 0.7851 data_cost: 0.0009 ips: 61.1388 images/s [03/13 05:36:31] ppdet.engine INFO: Epoch: [125] [160/610] learning_rate: 0.151088 loss_vfl: 1.015906 loss_bbox: 0.455251 loss_dfl: 0.438210 loss: 1.912064 eta: 1 day, 1:00:18 batch_cost: 0.7873 data_cost: 0.0003 ips: 60.9674 images/s [03/13 05:36:49] ppdet.engine INFO: Epoch: [125] [180/610] learning_rate: 0.151048 loss_vfl: 0.980741 loss_bbox: 0.445823 loss_dfl: 0.421787 loss: 1.859098 eta: 1 day, 1:00:01 batch_cost: 0.8124 data_cost: 0.0003 ips: 59.0836 images/s [03/13 05:37:06] ppdet.engine INFO: Epoch: [125] [200/610] learning_rate: 0.151008 loss_vfl: 0.968410 loss_bbox: 0.416558 loss_dfl: 0.404445 loss: 1.774698 eta: 1 day, 0:59:41 batch_cost: 0.7405 data_cost: 0.0003 ips: 64.8249 images/s [03/13 05:37:24] ppdet.engine INFO: Epoch: [125] [220/610] learning_rate: 0.150969 loss_vfl: 0.957884 loss_bbox: 0.421156 loss_dfl: 0.401427 loss: 1.766251 eta: 1 day, 0:59:21 batch_cost: 0.7420 data_cost: 0.0021 ips: 64.6910 images/s [03/13 05:37:41] ppdet.engine INFO: Epoch: [125] [240/610] learning_rate: 0.150929 loss_vfl: 1.033579 loss_bbox: 0.469726 loss_dfl: 0.438811 loss: 1.901778 eta: 1 day, 0:59:03 batch_cost: 0.7943 data_cost: 0.0003 ips: 60.4279 images/s [03/13 05:37:59] ppdet.engine INFO: Epoch: [125] [260/610] learning_rate: 0.150889 loss_vfl: 0.978008 loss_bbox: 0.455185 loss_dfl: 0.432069 loss: 1.866443 eta: 1 day, 0:58:44 batch_cost: 0.7670 data_cost: 0.0017 ips: 62.5815 images/s [03/13 05:38:17] ppdet.engine INFO: Epoch: [125] [280/610] learning_rate: 0.150849 loss_vfl: 1.000409 loss_bbox: 0.432459 loss_dfl: 0.422888 loss: 1.856169 eta: 1 day, 0:58:25 batch_cost: 0.7821 data_cost: 0.0003 ips: 61.3741 images/s [03/13 05:38:35] ppdet.engine INFO: Epoch: [125] [300/610] learning_rate: 0.150809 loss_vfl: 0.943725 loss_bbox: 0.398987 loss_dfl: 0.401368 loss: 1.752217 eta: 1 day, 0:58:06 batch_cost: 0.7656 data_cost: 0.0008 ips: 62.6959 images/s [03/13 05:38:53] ppdet.engine INFO: Epoch: [125] [320/610] learning_rate: 0.150769 loss_vfl: 1.030640 loss_bbox: 0.483118 loss_dfl: 0.457210 loss: 1.970229 eta: 1 day, 0:57:47 batch_cost: 0.7744 data_cost: 0.0003 ips: 61.9796 images/s [03/13 05:39:10] ppdet.engine INFO: Epoch: [125] [340/610] learning_rate: 0.150729 loss_vfl: 1.035185 loss_bbox: 0.450061 loss_dfl: 0.452963 loss: 1.953783 eta: 1 day, 0:57:28 batch_cost: 0.7810 data_cost: 0.0021 ips: 61.4559 images/s [03/13 05:39:28] ppdet.engine INFO: Epoch: [125] [360/610] learning_rate: 0.150689 loss_vfl: 1.032133 loss_bbox: 0.454303 loss_dfl: 0.440649 loss: 1.922606 eta: 1 day, 0:57:10 batch_cost: 0.7976 data_cost: 0.0058 ips: 60.1832 images/s [03/13 05:39:45] ppdet.engine INFO: Epoch: [125] [380/610] learning_rate: 0.150650 loss_vfl: 0.955828 loss_bbox: 0.417646 loss_dfl: 0.403295 loss: 1.790471 eta: 1 day, 0:56:52 batch_cost: 0.7791 data_cost: 0.0009 ips: 61.6130 images/s [03/13 05:40:03] ppdet.engine INFO: Epoch: [125] [400/610] learning_rate: 0.150610 loss_vfl: 0.978336 loss_bbox: 0.445091 loss_dfl: 0.411084 loss: 1.829039 eta: 1 day, 0:56:33 batch_cost: 0.7730 data_cost: 0.0003 ips: 62.0966 images/s [03/13 05:40:21] ppdet.engine INFO: Epoch: [125] [420/610] learning_rate: 0.150570 loss_vfl: 0.961059 loss_bbox: 0.427088 loss_dfl: 0.403743 loss: 1.792727 eta: 1 day, 0:56:15 batch_cost: 0.8197 data_cost: 0.0003 ips: 58.5553 images/s [03/13 05:40:39] ppdet.engine INFO: Epoch: [125] [440/610] learning_rate: 0.150530 loss_vfl: 1.006928 loss_bbox: 0.452795 loss_dfl: 0.440852 loss: 1.914624 eta: 1 day, 0:55:57 batch_cost: 0.7818 data_cost: 0.0009 ips: 61.3963 images/s [03/13 05:40:57] ppdet.engine INFO: Epoch: [125] [460/610] learning_rate: 0.150490 loss_vfl: 0.985604 loss_bbox: 0.441578 loss_dfl: 0.401098 loss: 1.849354 eta: 1 day, 0:55:37 batch_cost: 0.7604 data_cost: 0.0005 ips: 63.1241 images/s [03/13 05:41:15] ppdet.engine INFO: Epoch: [125] [480/610] learning_rate: 0.150450 loss_vfl: 1.028889 loss_bbox: 0.454480 loss_dfl: 0.427306 loss: 1.923761 eta: 1 day, 0:55:19 batch_cost: 0.8023 data_cost: 0.0016 ips: 59.8263 images/s [03/13 05:41:33] ppdet.engine INFO: Epoch: [125] [500/610] learning_rate: 0.150410 loss_vfl: 0.991045 loss_bbox: 0.429393 loss_dfl: 0.416105 loss: 1.828329 eta: 1 day, 0:55:02 batch_cost: 0.8199 data_cost: 0.0003 ips: 58.5404 images/s [03/13 05:41:51] ppdet.engine INFO: Epoch: [125] [520/610] learning_rate: 0.150370 loss_vfl: 0.977520 loss_bbox: 0.431567 loss_dfl: 0.418636 loss: 1.829560 eta: 1 day, 0:54:43 batch_cost: 0.7927 data_cost: 0.0043 ips: 60.5499 images/s [03/13 05:42:09] ppdet.engine INFO: Epoch: [125] [540/610] learning_rate: 0.150330 loss_vfl: 1.024365 loss_bbox: 0.438003 loss_dfl: 0.425991 loss: 1.882430 eta: 1 day, 0:54:24 batch_cost: 0.7660 data_cost: 0.0016 ips: 62.6619 images/s [03/13 05:42:26] ppdet.engine INFO: Epoch: [125] [560/610] learning_rate: 0.150290 loss_vfl: 1.023608 loss_bbox: 0.456260 loss_dfl: 0.445068 loss: 1.927279 eta: 1 day, 0:54:05 batch_cost: 0.7690 data_cost: 0.0003 ips: 62.4151 images/s [03/13 05:42:43] ppdet.engine INFO: Epoch: [125] [580/610] learning_rate: 0.150250 loss_vfl: 0.979212 loss_bbox: 0.452915 loss_dfl: 0.422773 loss: 1.828296 eta: 1 day, 0:53:46 batch_cost: 0.7450 data_cost: 0.0003 ips: 64.4317 images/s [03/13 05:43:01] ppdet.engine INFO: Epoch: [125] [600/610] learning_rate: 0.150210 loss_vfl: 1.023798 loss_bbox: 0.446228 loss_dfl: 0.421359 loss: 1.879614 eta: 1 day, 0:53:27 batch_cost: 0.7681 data_cost: 0.0004 ips: 62.4887 images/s [03/13 05:43:15] ppdet.engine INFO: Epoch: [126] [ 0/610] learning_rate: 0.150190 loss_vfl: 1.009547 loss_bbox: 0.431515 loss_dfl: 0.415061 loss: 1.878303 eta: 1 day, 0:53:23 batch_cost: 0.9656 data_cost: 0.2112 ips: 49.7124 images/s [03/13 05:43:34] ppdet.engine INFO: Epoch: [126] [ 20/610] learning_rate: 0.150150 loss_vfl: 0.979594 loss_bbox: 0.431234 loss_dfl: 0.426611 loss: 1.843241 eta: 1 day, 0:53:07 batch_cost: 0.8777 data_cost: 0.0004 ips: 54.6881 images/s [03/13 05:43:53] ppdet.engine INFO: Epoch: [126] [ 40/610] learning_rate: 0.150111 loss_vfl: 0.963963 loss_bbox: 0.402097 loss_dfl: 0.392855 loss: 1.769783 eta: 1 day, 0:52:49 batch_cost: 0.8286 data_cost: 0.0003 ips: 57.9301 images/s [03/13 05:44:11] ppdet.engine INFO: Epoch: [126] [ 60/610] learning_rate: 0.150071 loss_vfl: 0.975810 loss_bbox: 0.433479 loss_dfl: 0.424554 loss: 1.831251 eta: 1 day, 0:52:30 batch_cost: 0.7501 data_cost: 0.0004 ips: 63.9945 images/s [03/13 05:44:28] ppdet.engine INFO: Epoch: [126] [ 80/610] learning_rate: 0.150031 loss_vfl: 0.947535 loss_bbox: 0.415920 loss_dfl: 0.405603 loss: 1.797072 eta: 1 day, 0:52:11 batch_cost: 0.7940 data_cost: 0.0003 ips: 60.4502 images/s [03/13 05:44:47] ppdet.engine INFO: Epoch: [126] [100/610] learning_rate: 0.149991 loss_vfl: 0.997338 loss_bbox: 0.462888 loss_dfl: 0.433851 loss: 1.896305 eta: 1 day, 0:51:53 batch_cost: 0.7763 data_cost: 0.0003 ips: 61.8323 images/s [03/13 05:45:05] ppdet.engine INFO: Epoch: [126] [120/610] learning_rate: 0.149951 loss_vfl: 0.958277 loss_bbox: 0.451537 loss_dfl: 0.417662 loss: 1.850615 eta: 1 day, 0:51:35 batch_cost: 0.8111 data_cost: 0.0003 ips: 59.1756 images/s [03/13 05:45:24] ppdet.engine INFO: Epoch: [126] [140/610] learning_rate: 0.149911 loss_vfl: 1.003317 loss_bbox: 0.436725 loss_dfl: 0.423378 loss: 1.825659 eta: 1 day, 0:51:18 batch_cost: 0.8246 data_cost: 0.0017 ips: 58.2092 images/s [03/13 05:45:41] ppdet.engine INFO: Epoch: [126] [160/610] learning_rate: 0.149871 loss_vfl: 0.980949 loss_bbox: 0.417369 loss_dfl: 0.395149 loss: 1.789871 eta: 1 day, 0:50:59 batch_cost: 0.7763 data_cost: 0.0003 ips: 61.8338 images/s [03/13 05:45:58] ppdet.engine INFO: Epoch: [126] [180/610] learning_rate: 0.149831 loss_vfl: 1.003096 loss_bbox: 0.430966 loss_dfl: 0.424496 loss: 1.865681 eta: 1 day, 0:50:39 batch_cost: 0.7444 data_cost: 0.0003 ips: 64.4815 images/s [03/13 05:46:15] ppdet.engine INFO: Epoch: [126] [200/610] learning_rate: 0.149791 loss_vfl: 1.010915 loss_bbox: 0.453295 loss_dfl: 0.430815 loss: 1.922035 eta: 1 day, 0:50:21 batch_cost: 0.7812 data_cost: 0.0003 ips: 61.4438 images/s [03/13 05:46:33] ppdet.engine INFO: Epoch: [126] [220/610] learning_rate: 0.149751 loss_vfl: 0.960597 loss_bbox: 0.456938 loss_dfl: 0.424674 loss: 1.847975 eta: 1 day, 0:50:03 batch_cost: 0.8068 data_cost: 0.0013 ips: 59.4959 images/s [03/13 05:46:50] ppdet.engine INFO: Epoch: [126] [240/610] learning_rate: 0.149711 loss_vfl: 1.001374 loss_bbox: 0.429667 loss_dfl: 0.421004 loss: 1.853938 eta: 1 day, 0:49:44 batch_cost: 0.7732 data_cost: 0.0011 ips: 62.0785 images/s [03/13 05:47:07] ppdet.engine INFO: Epoch: [126] [260/610] learning_rate: 0.149671 loss_vfl: 1.066411 loss_bbox: 0.472988 loss_dfl: 0.449406 loss: 1.962281 eta: 1 day, 0:49:25 batch_cost: 0.7591 data_cost: 0.0003 ips: 63.2351 images/s [03/13 05:47:25] ppdet.engine INFO: Epoch: [126] [280/610] learning_rate: 0.149631 loss_vfl: 1.034595 loss_bbox: 0.462239 loss_dfl: 0.440527 loss: 1.943859 eta: 1 day, 0:49:07 batch_cost: 0.8029 data_cost: 0.0013 ips: 59.7863 images/s [03/13 05:47:43] ppdet.engine INFO: Epoch: [126] [300/610] learning_rate: 0.149591 loss_vfl: 1.021950 loss_bbox: 0.425621 loss_dfl: 0.425091 loss: 1.873120 eta: 1 day, 0:48:49 batch_cost: 0.8241 data_cost: 0.0009 ips: 58.2467 images/s [03/13 05:48:01] ppdet.engine INFO: Epoch: [126] [320/610] learning_rate: 0.149551 loss_vfl: 0.943719 loss_bbox: 0.423762 loss_dfl: 0.397642 loss: 1.774484 eta: 1 day, 0:48:32 batch_cost: 0.8253 data_cost: 0.0003 ips: 58.1611 images/s [03/13 05:48:18] ppdet.engine INFO: Epoch: [126] [340/610] learning_rate: 0.149511 loss_vfl: 0.945640 loss_bbox: 0.406507 loss_dfl: 0.414547 loss: 1.765252 eta: 1 day, 0:48:12 batch_cost: 0.7503 data_cost: 0.0003 ips: 63.9759 images/s [03/13 05:48:35] ppdet.engine INFO: Epoch: [126] [360/610] learning_rate: 0.149471 loss_vfl: 0.955713 loss_bbox: 0.446540 loss_dfl: 0.418903 loss: 1.849827 eta: 1 day, 0:47:53 batch_cost: 0.7375 data_cost: 0.0004 ips: 65.0820 images/s [03/13 05:48:53] ppdet.engine INFO: Epoch: [126] [380/610] learning_rate: 0.149431 loss_vfl: 0.995230 loss_bbox: 0.425662 loss_dfl: 0.410031 loss: 1.846022 eta: 1 day, 0:47:34 batch_cost: 0.7859 data_cost: 0.0003 ips: 61.0765 images/s [03/13 05:49:11] ppdet.engine INFO: Epoch: [126] [400/610] learning_rate: 0.149391 loss_vfl: 0.980048 loss_bbox: 0.415779 loss_dfl: 0.409677 loss: 1.816844 eta: 1 day, 0:47:16 batch_cost: 0.7831 data_cost: 0.0003 ips: 61.2941 images/s [03/13 05:49:28] ppdet.engine INFO: Epoch: [126] [420/610] learning_rate: 0.149351 loss_vfl: 0.992792 loss_bbox: 0.438256 loss_dfl: 0.424213 loss: 1.843609 eta: 1 day, 0:46:57 batch_cost: 0.7684 data_cost: 0.0005 ips: 62.4644 images/s [03/13 05:49:47] ppdet.engine INFO: Epoch: [126] [440/610] learning_rate: 0.149311 loss_vfl: 1.001739 loss_bbox: 0.448739 loss_dfl: 0.407675 loss: 1.850162 eta: 1 day, 0:46:39 batch_cost: 0.8175 data_cost: 0.0003 ips: 58.7160 images/s [03/13 05:50:04] ppdet.engine INFO: Epoch: [126] [460/610] learning_rate: 0.149271 loss_vfl: 0.969653 loss_bbox: 0.430669 loss_dfl: 0.410302 loss: 1.814482 eta: 1 day, 0:46:21 batch_cost: 0.8020 data_cost: 0.0009 ips: 59.8474 images/s [03/13 05:50:22] ppdet.engine INFO: Epoch: [126] [480/610] learning_rate: 0.149231 loss_vfl: 0.957961 loss_bbox: 0.416064 loss_dfl: 0.396576 loss: 1.774700 eta: 1 day, 0:46:03 batch_cost: 0.7917 data_cost: 0.0003 ips: 60.6298 images/s [03/13 05:50:40] ppdet.engine INFO: Epoch: [126] [500/610] learning_rate: 0.149191 loss_vfl: 0.967576 loss_bbox: 0.431787 loss_dfl: 0.409929 loss: 1.800463 eta: 1 day, 0:45:44 batch_cost: 0.7625 data_cost: 0.0003 ips: 62.9479 images/s [03/13 05:50:57] ppdet.engine INFO: Epoch: [126] [520/610] learning_rate: 0.149151 loss_vfl: 0.997928 loss_bbox: 0.467446 loss_dfl: 0.431818 loss: 1.879850 eta: 1 day, 0:45:25 batch_cost: 0.7721 data_cost: 0.0009 ips: 62.1662 images/s [03/13 05:51:14] ppdet.engine INFO: Epoch: [126] [540/610] learning_rate: 0.149111 loss_vfl: 0.992499 loss_bbox: 0.448156 loss_dfl: 0.411621 loss: 1.827648 eta: 1 day, 0:45:06 batch_cost: 0.7708 data_cost: 0.0009 ips: 62.2748 images/s [03/13 05:51:33] ppdet.engine INFO: Epoch: [126] [560/610] learning_rate: 0.149071 loss_vfl: 0.979345 loss_bbox: 0.443253 loss_dfl: 0.406954 loss: 1.821523 eta: 1 day, 0:44:49 batch_cost: 0.8363 data_cost: 0.0012 ips: 57.3930 images/s [03/13 05:51:50] ppdet.engine INFO: Epoch: [126] [580/610] learning_rate: 0.149031 loss_vfl: 1.053384 loss_bbox: 0.436928 loss_dfl: 0.425197 loss: 1.932269 eta: 1 day, 0:44:31 batch_cost: 0.7974 data_cost: 0.0003 ips: 60.1960 images/s [03/13 05:52:08] ppdet.engine INFO: Epoch: [126] [600/610] learning_rate: 0.148991 loss_vfl: 0.989350 loss_bbox: 0.433743 loss_dfl: 0.420640 loss: 1.831956 eta: 1 day, 0:44:13 batch_cost: 0.8054 data_cost: 0.0004 ips: 59.5963 images/s [03/13 05:52:21] ppdet.engine INFO: Epoch: [127] [ 0/610] learning_rate: 0.148971 loss_vfl: 0.993283 loss_bbox: 0.433743 loss_dfl: 0.426593 loss: 1.856353 eta: 1 day, 0:44:08 batch_cost: 0.9551 data_cost: 0.1810 ips: 50.2549 images/s [03/13 05:52:41] ppdet.engine INFO: Epoch: [127] [ 20/610] learning_rate: 0.148931 loss_vfl: 0.981696 loss_bbox: 0.458754 loss_dfl: 0.436782 loss: 1.904637 eta: 1 day, 0:43:53 batch_cost: 0.9110 data_cost: 0.0003 ips: 52.6921 images/s [03/13 05:53:00] ppdet.engine INFO: Epoch: [127] [ 40/610] learning_rate: 0.148890 loss_vfl: 0.964512 loss_bbox: 0.431364 loss_dfl: 0.415004 loss: 1.791114 eta: 1 day, 0:43:36 batch_cost: 0.8365 data_cost: 0.0008 ips: 57.3836 images/s [03/13 05:53:19] ppdet.engine INFO: Epoch: [127] [ 60/610] learning_rate: 0.148850 loss_vfl: 1.000509 loss_bbox: 0.450391 loss_dfl: 0.421291 loss: 1.848122 eta: 1 day, 0:43:19 batch_cost: 0.8361 data_cost: 0.0003 ips: 57.4099 images/s [03/13 05:53:37] ppdet.engine INFO: Epoch: [127] [ 80/610] learning_rate: 0.148810 loss_vfl: 0.995612 loss_bbox: 0.465350 loss_dfl: 0.426699 loss: 1.903986 eta: 1 day, 0:43:00 batch_cost: 0.7890 data_cost: 0.0003 ips: 60.8367 images/s [03/13 05:53:54] ppdet.engine INFO: Epoch: [127] [100/610] learning_rate: 0.148770 loss_vfl: 1.017268 loss_bbox: 0.470154 loss_dfl: 0.434703 loss: 1.903966 eta: 1 day, 0:42:41 batch_cost: 0.7648 data_cost: 0.0003 ips: 62.7639 images/s [03/13 05:54:12] ppdet.engine INFO: Epoch: [127] [120/610] learning_rate: 0.148730 loss_vfl: 0.996080 loss_bbox: 0.446527 loss_dfl: 0.421527 loss: 1.855688 eta: 1 day, 0:42:23 batch_cost: 0.7926 data_cost: 0.0003 ips: 60.5594 images/s [03/13 05:54:30] ppdet.engine INFO: Epoch: [127] [140/610] learning_rate: 0.148690 loss_vfl: 0.963023 loss_bbox: 0.431405 loss_dfl: 0.417162 loss: 1.772888 eta: 1 day, 0:42:05 batch_cost: 0.7924 data_cost: 0.0003 ips: 60.5749 images/s [03/13 05:54:48] ppdet.engine INFO: Epoch: [127] [160/610] learning_rate: 0.148650 loss_vfl: 0.949653 loss_bbox: 0.420883 loss_dfl: 0.401939 loss: 1.766448 eta: 1 day, 0:41:47 batch_cost: 0.8056 data_cost: 0.0003 ips: 59.5803 images/s [03/13 05:55:05] ppdet.engine INFO: Epoch: [127] [180/610] learning_rate: 0.148610 loss_vfl: 1.006947 loss_bbox: 0.437786 loss_dfl: 0.424591 loss: 1.895169 eta: 1 day, 0:41:28 batch_cost: 0.7805 data_cost: 0.0003 ips: 61.4991 images/s [03/13 05:55:23] ppdet.engine INFO: Epoch: [127] [200/610] learning_rate: 0.148570 loss_vfl: 1.034555 loss_bbox: 0.463054 loss_dfl: 0.442302 loss: 1.966368 eta: 1 day, 0:41:09 batch_cost: 0.7363 data_cost: 0.0007 ips: 65.1918 images/s [03/13 05:55:40] ppdet.engine INFO: Epoch: [127] [220/610] learning_rate: 0.148530 loss_vfl: 1.013504 loss_bbox: 0.442325 loss_dfl: 0.432998 loss: 1.867175 eta: 1 day, 0:40:48 batch_cost: 0.7245 data_cost: 0.0003 ips: 66.2559 images/s [03/13 05:55:58] ppdet.engine INFO: Epoch: [127] [240/610] learning_rate: 0.148490 loss_vfl: 0.942339 loss_bbox: 0.421275 loss_dfl: 0.411051 loss: 1.780825 eta: 1 day, 0:40:31 batch_cost: 0.8086 data_cost: 0.0012 ips: 59.3612 images/s [03/13 05:56:15] ppdet.engine INFO: Epoch: [127] [260/610] learning_rate: 0.148450 loss_vfl: 1.000929 loss_bbox: 0.472317 loss_dfl: 0.454024 loss: 1.933907 eta: 1 day, 0:40:12 batch_cost: 0.7632 data_cost: 0.0003 ips: 62.8913 images/s [03/13 05:56:33] ppdet.engine INFO: Epoch: [127] [280/610] learning_rate: 0.148410 loss_vfl: 1.054731 loss_bbox: 0.458327 loss_dfl: 0.431073 loss: 1.943497 eta: 1 day, 0:39:53 batch_cost: 0.7855 data_cost: 0.0011 ips: 61.1093 images/s [03/13 05:56:51] ppdet.engine INFO: Epoch: [127] [300/610] learning_rate: 0.148369 loss_vfl: 1.035322 loss_bbox: 0.467305 loss_dfl: 0.436331 loss: 1.957495 eta: 1 day, 0:39:35 batch_cost: 0.7903 data_cost: 0.0004 ips: 60.7357 images/s [03/13 05:57:08] ppdet.engine INFO: Epoch: [127] [320/610] learning_rate: 0.148329 loss_vfl: 0.989265 loss_bbox: 0.439768 loss_dfl: 0.405309 loss: 1.819432 eta: 1 day, 0:39:16 batch_cost: 0.7695 data_cost: 0.0003 ips: 62.3803 images/s [03/13 05:57:26] ppdet.engine INFO: Epoch: [127] [340/610] learning_rate: 0.148289 loss_vfl: 1.021290 loss_bbox: 0.442774 loss_dfl: 0.429327 loss: 1.890317 eta: 1 day, 0:38:58 batch_cost: 0.8085 data_cost: 0.0003 ips: 59.3711 images/s [03/13 05:57:44] ppdet.engine INFO: Epoch: [127] [360/610] learning_rate: 0.148249 loss_vfl: 0.951514 loss_bbox: 0.401395 loss_dfl: 0.391897 loss: 1.731927 eta: 1 day, 0:38:40 batch_cost: 0.8157 data_cost: 0.0010 ips: 58.8456 images/s [03/13 05:58:01] ppdet.engine INFO: Epoch: [127] [380/610] learning_rate: 0.148209 loss_vfl: 1.011589 loss_bbox: 0.455867 loss_dfl: 0.426754 loss: 1.872160 eta: 1 day, 0:38:21 batch_cost: 0.7573 data_cost: 0.0004 ips: 63.3872 images/s [03/13 05:58:18] ppdet.engine INFO: Epoch: [127] [400/610] learning_rate: 0.148169 loss_vfl: 0.977291 loss_bbox: 0.428132 loss_dfl: 0.418617 loss: 1.824551 eta: 1 day, 0:38:01 batch_cost: 0.7303 data_cost: 0.0013 ips: 65.7252 images/s [03/13 05:58:35] ppdet.engine INFO: Epoch: [127] [420/610] learning_rate: 0.148129 loss_vfl: 0.951366 loss_bbox: 0.434688 loss_dfl: 0.408115 loss: 1.817679 eta: 1 day, 0:37:42 batch_cost: 0.7686 data_cost: 0.0003 ips: 62.4479 images/s [03/13 05:58:51] ppdet.engine INFO: Epoch: [127] [440/610] learning_rate: 0.148089 loss_vfl: 0.983431 loss_bbox: 0.441922 loss_dfl: 0.429000 loss: 1.844674 eta: 1 day, 0:37:22 batch_cost: 0.7215 data_cost: 0.0003 ips: 66.5259 images/s [03/13 05:59:09] ppdet.engine INFO: Epoch: [127] [460/610] learning_rate: 0.148049 loss_vfl: 0.982058 loss_bbox: 0.419478 loss_dfl: 0.410756 loss: 1.811368 eta: 1 day, 0:37:03 batch_cost: 0.7635 data_cost: 0.0008 ips: 62.8723 images/s [03/13 05:59:26] ppdet.engine INFO: Epoch: [127] [480/610] learning_rate: 0.148008 loss_vfl: 1.030464 loss_bbox: 0.444943 loss_dfl: 0.431035 loss: 1.898734 eta: 1 day, 0:36:44 batch_cost: 0.7505 data_cost: 0.0009 ips: 63.9540 images/s [03/13 05:59:43] ppdet.engine INFO: Epoch: [127] [500/610] learning_rate: 0.147968 loss_vfl: 0.990668 loss_bbox: 0.452430 loss_dfl: 0.424746 loss: 1.897174 eta: 1 day, 0:36:25 batch_cost: 0.7701 data_cost: 0.0003 ips: 62.3298 images/s [03/13 06:00:01] ppdet.engine INFO: Epoch: [127] [520/610] learning_rate: 0.147928 loss_vfl: 0.979171 loss_bbox: 0.441129 loss_dfl: 0.415402 loss: 1.824182 eta: 1 day, 0:36:07 batch_cost: 0.8042 data_cost: 0.0003 ips: 59.6902 images/s [03/13 06:00:18] ppdet.engine INFO: Epoch: [127] [540/610] learning_rate: 0.147888 loss_vfl: 0.996435 loss_bbox: 0.432848 loss_dfl: 0.423342 loss: 1.866204 eta: 1 day, 0:35:48 batch_cost: 0.7613 data_cost: 0.0003 ips: 63.0465 images/s [03/13 06:00:35] ppdet.engine INFO: Epoch: [127] [560/610] learning_rate: 0.147848 loss_vfl: 0.962926 loss_bbox: 0.425785 loss_dfl: 0.400119 loss: 1.792117 eta: 1 day, 0:35:29 batch_cost: 0.7761 data_cost: 0.0015 ips: 61.8470 images/s [03/13 06:00:53] ppdet.engine INFO: Epoch: [127] [580/610] learning_rate: 0.147808 loss_vfl: 0.959887 loss_bbox: 0.436297 loss_dfl: 0.410960 loss: 1.810545 eta: 1 day, 0:35:11 batch_cost: 0.7800 data_cost: 0.0008 ips: 61.5358 images/s [03/13 06:01:10] ppdet.engine INFO: Epoch: [127] [600/610] learning_rate: 0.147768 loss_vfl: 0.996734 loss_bbox: 0.440955 loss_dfl: 0.426882 loss: 1.860725 eta: 1 day, 0:34:52 batch_cost: 0.7680 data_cost: 0.0003 ips: 62.4969 images/s [03/13 06:01:23] ppdet.engine INFO: Epoch: [128] [ 0/610] learning_rate: 0.147748 loss_vfl: 0.979349 loss_bbox: 0.445098 loss_dfl: 0.417911 loss: 1.846611 eta: 1 day, 0:34:46 batch_cost: 0.9025 data_cost: 0.2152 ips: 53.1845 images/s [03/13 06:01:44] ppdet.engine INFO: Epoch: [128] [ 20/610] learning_rate: 0.147707 loss_vfl: 0.976146 loss_bbox: 0.444248 loss_dfl: 0.415382 loss: 1.859027 eta: 1 day, 0:34:31 batch_cost: 0.9122 data_cost: 0.0003 ips: 52.6190 images/s [03/13 06:02:02] ppdet.engine INFO: Epoch: [128] [ 40/610] learning_rate: 0.147667 loss_vfl: 1.032183 loss_bbox: 0.470101 loss_dfl: 0.434169 loss: 1.946071 eta: 1 day, 0:34:13 batch_cost: 0.8057 data_cost: 0.0009 ips: 59.5758 images/s [03/13 06:02:20] ppdet.engine INFO: Epoch: [128] [ 60/610] learning_rate: 0.147627 loss_vfl: 0.991031 loss_bbox: 0.425493 loss_dfl: 0.417002 loss: 1.823444 eta: 1 day, 0:33:54 batch_cost: 0.7411 data_cost: 0.0003 ips: 64.7683 images/s [03/13 06:02:38] ppdet.engine INFO: Epoch: [128] [ 80/610] learning_rate: 0.147587 loss_vfl: 1.002194 loss_bbox: 0.454926 loss_dfl: 0.425977 loss: 1.892853 eta: 1 day, 0:33:37 batch_cost: 0.8370 data_cost: 0.0013 ips: 57.3461 images/s [03/13 06:02:55] ppdet.engine INFO: Epoch: [128] [100/610] learning_rate: 0.147547 loss_vfl: 0.958671 loss_bbox: 0.432847 loss_dfl: 0.420774 loss: 1.799755 eta: 1 day, 0:33:17 batch_cost: 0.7457 data_cost: 0.0003 ips: 64.3715 images/s [03/13 06:03:14] ppdet.engine INFO: Epoch: [128] [120/610] learning_rate: 0.147507 loss_vfl: 1.014293 loss_bbox: 0.440118 loss_dfl: 0.425189 loss: 1.879550 eta: 1 day, 0:33:00 batch_cost: 0.8310 data_cost: 0.0009 ips: 57.7599 images/s [03/13 06:03:31] ppdet.engine INFO: Epoch: [128] [140/610] learning_rate: 0.147466 loss_vfl: 0.957536 loss_bbox: 0.429846 loss_dfl: 0.410697 loss: 1.804964 eta: 1 day, 0:32:40 batch_cost: 0.7241 data_cost: 0.0003 ips: 66.2921 images/s [03/13 06:03:49] ppdet.engine INFO: Epoch: [128] [160/610] learning_rate: 0.147426 loss_vfl: 0.973224 loss_bbox: 0.422002 loss_dfl: 0.393414 loss: 1.800539 eta: 1 day, 0:32:21 batch_cost: 0.7522 data_cost: 0.0003 ips: 63.8161 images/s [03/13 06:04:06] ppdet.engine INFO: Epoch: [128] [180/610] learning_rate: 0.147386 loss_vfl: 1.019667 loss_bbox: 0.423969 loss_dfl: 0.404028 loss: 1.819845 eta: 1 day, 0:32:02 batch_cost: 0.7635 data_cost: 0.0003 ips: 62.8686 images/s [03/13 06:04:25] ppdet.engine INFO: Epoch: [128] [200/610] learning_rate: 0.147346 loss_vfl: 0.993506 loss_bbox: 0.453506 loss_dfl: 0.420705 loss: 1.856830 eta: 1 day, 0:31:45 batch_cost: 0.8620 data_cost: 0.0003 ips: 55.6839 images/s [03/13 06:04:43] ppdet.engine INFO: Epoch: [128] [220/610] learning_rate: 0.147306 loss_vfl: 0.980523 loss_bbox: 0.443318 loss_dfl: 0.424149 loss: 1.854751 eta: 1 day, 0:31:27 batch_cost: 0.7767 data_cost: 0.0014 ips: 61.8016 images/s [03/13 06:04:59] ppdet.engine INFO: Epoch: [128] [240/610] learning_rate: 0.147265 loss_vfl: 0.990523 loss_bbox: 0.452160 loss_dfl: 0.430568 loss: 1.868158 eta: 1 day, 0:31:07 batch_cost: 0.7357 data_cost: 0.0003 ips: 65.2408 images/s [03/13 06:05:18] ppdet.engine INFO: Epoch: [128] [260/610] learning_rate: 0.147225 loss_vfl: 0.993636 loss_bbox: 0.461989 loss_dfl: 0.434195 loss: 1.897888 eta: 1 day, 0:30:49 batch_cost: 0.8029 data_cost: 0.0003 ips: 59.7816 images/s [03/13 06:05:35] ppdet.engine INFO: Epoch: [128] [280/610] learning_rate: 0.147185 loss_vfl: 1.005122 loss_bbox: 0.443410 loss_dfl: 0.415756 loss: 1.848364 eta: 1 day, 0:30:31 batch_cost: 0.7955 data_cost: 0.0009 ips: 60.3410 images/s [03/13 06:05:53] ppdet.engine INFO: Epoch: [128] [300/610] learning_rate: 0.147145 loss_vfl: 1.009786 loss_bbox: 0.429297 loss_dfl: 0.418645 loss: 1.851323 eta: 1 day, 0:30:11 batch_cost: 0.7490 data_cost: 0.0003 ips: 64.0879 images/s [03/13 06:06:11] ppdet.engine INFO: Epoch: [128] [320/610] learning_rate: 0.147105 loss_vfl: 0.958023 loss_bbox: 0.437134 loss_dfl: 0.412260 loss: 1.811105 eta: 1 day, 0:29:54 batch_cost: 0.8176 data_cost: 0.0032 ips: 58.7113 images/s [03/13 06:06:28] ppdet.engine INFO: Epoch: [128] [340/610] learning_rate: 0.147064 loss_vfl: 0.967271 loss_bbox: 0.445418 loss_dfl: 0.413077 loss: 1.813999 eta: 1 day, 0:29:34 batch_cost: 0.7475 data_cost: 0.0003 ips: 64.2161 images/s [03/13 06:06:46] ppdet.engine INFO: Epoch: [128] [360/610] learning_rate: 0.147024 loss_vfl: 0.968901 loss_bbox: 0.439128 loss_dfl: 0.408865 loss: 1.819972 eta: 1 day, 0:29:17 batch_cost: 0.8069 data_cost: 0.0003 ips: 59.4903 images/s [03/13 06:07:04] ppdet.engine INFO: Epoch: [128] [380/610] learning_rate: 0.146984 loss_vfl: 1.024231 loss_bbox: 0.452367 loss_dfl: 0.438704 loss: 1.903619 eta: 1 day, 0:28:59 batch_cost: 0.8137 data_cost: 0.0003 ips: 58.9890 images/s [03/13 06:07:22] ppdet.engine INFO: Epoch: [128] [400/610] learning_rate: 0.146944 loss_vfl: 0.949953 loss_bbox: 0.420252 loss_dfl: 0.396860 loss: 1.745130 eta: 1 day, 0:28:41 batch_cost: 0.8012 data_cost: 0.0003 ips: 59.9101 images/s [03/13 06:07:39] ppdet.engine INFO: Epoch: [128] [420/610] learning_rate: 0.146904 loss_vfl: 0.988182 loss_bbox: 0.427471 loss_dfl: 0.411420 loss: 1.824857 eta: 1 day, 0:28:23 batch_cost: 0.7937 data_cost: 0.0003 ips: 60.4769 images/s [03/13 06:07:56] ppdet.engine INFO: Epoch: [128] [440/610] learning_rate: 0.146863 loss_vfl: 1.060339 loss_bbox: 0.476491 loss_dfl: 0.450929 loss: 2.014980 eta: 1 day, 0:28:03 batch_cost: 0.7474 data_cost: 0.0012 ips: 64.2239 images/s [03/13 06:08:14] ppdet.engine INFO: Epoch: [128] [460/610] learning_rate: 0.146823 loss_vfl: 1.026112 loss_bbox: 0.456723 loss_dfl: 0.431101 loss: 1.907820 eta: 1 day, 0:27:44 batch_cost: 0.7695 data_cost: 0.0004 ips: 62.3781 images/s [03/13 06:08:31] ppdet.engine INFO: Epoch: [128] [480/610] learning_rate: 0.146783 loss_vfl: 0.987417 loss_bbox: 0.424713 loss_dfl: 0.421235 loss: 1.821257 eta: 1 day, 0:27:25 batch_cost: 0.7550 data_cost: 0.0003 ips: 63.5771 images/s [03/13 06:08:49] ppdet.engine INFO: Epoch: [128] [500/610] learning_rate: 0.146743 loss_vfl: 0.956405 loss_bbox: 0.416509 loss_dfl: 0.402311 loss: 1.759574 eta: 1 day, 0:27:07 batch_cost: 0.7772 data_cost: 0.0003 ips: 61.7593 images/s [03/13 06:09:07] ppdet.engine INFO: Epoch: [128] [520/610] learning_rate: 0.146703 loss_vfl: 0.986214 loss_bbox: 0.442063 loss_dfl: 0.414105 loss: 1.878585 eta: 1 day, 0:26:49 batch_cost: 0.8192 data_cost: 0.0003 ips: 58.5927 images/s [03/13 06:09:25] ppdet.engine INFO: Epoch: [128] [540/610] learning_rate: 0.146662 loss_vfl: 0.962815 loss_bbox: 0.420928 loss_dfl: 0.404108 loss: 1.833049 eta: 1 day, 0:26:30 batch_cost: 0.7681 data_cost: 0.0009 ips: 62.4915 images/s [03/13 06:09:41] ppdet.engine INFO: Epoch: [128] [560/610] learning_rate: 0.146622 loss_vfl: 1.016896 loss_bbox: 0.437488 loss_dfl: 0.417738 loss: 1.887403 eta: 1 day, 0:26:11 batch_cost: 0.7328 data_cost: 0.0003 ips: 65.5044 images/s [03/13 06:09:59] ppdet.engine INFO: Epoch: [128] [580/610] learning_rate: 0.146582 loss_vfl: 0.982542 loss_bbox: 0.443210 loss_dfl: 0.421616 loss: 1.855170 eta: 1 day, 0:25:52 batch_cost: 0.7726 data_cost: 0.0011 ips: 62.1303 images/s [03/13 06:10:17] ppdet.engine INFO: Epoch: [128] [600/610] learning_rate: 0.146542 loss_vfl: 0.975206 loss_bbox: 0.452333 loss_dfl: 0.419541 loss: 1.855267 eta: 1 day, 0:25:33 batch_cost: 0.7769 data_cost: 0.0004 ips: 61.7805 images/s [03/13 06:10:32] ppdet.engine INFO: Epoch: [129] [ 0/610] learning_rate: 0.146521 loss_vfl: 0.972718 loss_bbox: 0.432043 loss_dfl: 0.417848 loss: 1.836054 eta: 1 day, 0:25:30 batch_cost: 1.0079 data_cost: 0.2896 ips: 47.6241 images/s [03/13 06:10:51] ppdet.engine INFO: Epoch: [129] [ 20/610] learning_rate: 0.146481 loss_vfl: 1.024898 loss_bbox: 0.453072 loss_dfl: 0.435783 loss: 1.901024 eta: 1 day, 0:25:14 batch_cost: 0.8682 data_cost: 0.0003 ips: 55.2856 images/s [03/13 06:11:10] ppdet.engine INFO: Epoch: [129] [ 40/610] learning_rate: 0.146441 loss_vfl: 0.967539 loss_bbox: 0.446070 loss_dfl: 0.413202 loss: 1.840526 eta: 1 day, 0:24:57 batch_cost: 0.8256 data_cost: 0.0002 ips: 58.1400 images/s [03/13 06:11:27] ppdet.engine INFO: Epoch: [129] [ 60/610] learning_rate: 0.146401 loss_vfl: 0.967169 loss_bbox: 0.433717 loss_dfl: 0.410502 loss: 1.812385 eta: 1 day, 0:24:39 batch_cost: 0.8124 data_cost: 0.0004 ips: 59.0851 images/s [03/13 06:11:46] ppdet.engine INFO: Epoch: [129] [ 80/610] learning_rate: 0.146360 loss_vfl: 1.055731 loss_bbox: 0.472876 loss_dfl: 0.446465 loss: 1.974699 eta: 1 day, 0:24:21 batch_cost: 0.7779 data_cost: 0.0008 ips: 61.7062 images/s [03/13 06:12:03] ppdet.engine INFO: Epoch: [129] [100/610] learning_rate: 0.146320 loss_vfl: 1.010451 loss_bbox: 0.435981 loss_dfl: 0.422175 loss: 1.865210 eta: 1 day, 0:24:03 batch_cost: 0.8114 data_cost: 0.0006 ips: 59.1603 images/s [03/13 06:12:21] ppdet.engine INFO: Epoch: [129] [120/610] learning_rate: 0.146280 loss_vfl: 1.018460 loss_bbox: 0.449158 loss_dfl: 0.428987 loss: 1.924281 eta: 1 day, 0:23:45 batch_cost: 0.8002 data_cost: 0.0005 ips: 59.9826 images/s [03/13 06:12:39] ppdet.engine INFO: Epoch: [129] [140/610] learning_rate: 0.146240 loss_vfl: 0.998462 loss_bbox: 0.431051 loss_dfl: 0.413932 loss: 1.822028 eta: 1 day, 0:23:27 batch_cost: 0.7903 data_cost: 0.0004 ips: 60.7377 images/s [03/13 06:12:57] ppdet.engine INFO: Epoch: [129] [160/610] learning_rate: 0.146199 loss_vfl: 0.986032 loss_bbox: 0.437394 loss_dfl: 0.427354 loss: 1.853302 eta: 1 day, 0:23:08 batch_cost: 0.7935 data_cost: 0.0004 ips: 60.4920 images/s [03/13 06:13:16] ppdet.engine INFO: Epoch: [129] [180/610] learning_rate: 0.146159 loss_vfl: 1.000010 loss_bbox: 0.449069 loss_dfl: 0.431637 loss: 1.884671 eta: 1 day, 0:22:52 batch_cost: 0.8520 data_cost: 0.0003 ips: 56.3355 images/s [03/13 06:13:34] ppdet.engine INFO: Epoch: [129] [200/610] learning_rate: 0.146119 loss_vfl: 0.996141 loss_bbox: 0.444426 loss_dfl: 0.427947 loss: 1.877753 eta: 1 day, 0:22:34 batch_cost: 0.8076 data_cost: 0.0004 ips: 59.4357 images/s [03/13 06:13:51] ppdet.engine INFO: Epoch: [129] [220/610] learning_rate: 0.146079 loss_vfl: 0.969610 loss_bbox: 0.432617 loss_dfl: 0.431293 loss: 1.834824 eta: 1 day, 0:22:16 batch_cost: 0.7834 data_cost: 0.0004 ips: 61.2751 images/s [03/13 06:14:09] ppdet.engine INFO: Epoch: [129] [240/610] learning_rate: 0.146038 loss_vfl: 0.982990 loss_bbox: 0.454237 loss_dfl: 0.427914 loss: 1.870530 eta: 1 day, 0:21:57 batch_cost: 0.7820 data_cost: 0.0011 ips: 61.3777 images/s [03/13 06:14:27] ppdet.engine INFO: Epoch: [129] [260/610] learning_rate: 0.145998 loss_vfl: 0.953728 loss_bbox: 0.429246 loss_dfl: 0.405116 loss: 1.788814 eta: 1 day, 0:21:39 batch_cost: 0.8119 data_cost: 0.0004 ips: 59.1179 images/s [03/13 06:14:45] ppdet.engine INFO: Epoch: [129] [280/610] learning_rate: 0.145958 loss_vfl: 1.035036 loss_bbox: 0.451213 loss_dfl: 0.436347 loss: 1.931808 eta: 1 day, 0:21:21 batch_cost: 0.7853 data_cost: 0.0004 ips: 61.1253 images/s [03/13 06:15:03] ppdet.engine INFO: Epoch: [129] [300/610] learning_rate: 0.145917 loss_vfl: 0.974442 loss_bbox: 0.410274 loss_dfl: 0.410021 loss: 1.774945 eta: 1 day, 0:21:03 batch_cost: 0.7895 data_cost: 0.0004 ips: 60.7996 images/s [03/13 06:15:21] ppdet.engine INFO: Epoch: [129] [320/610] learning_rate: 0.145877 loss_vfl: 1.020626 loss_bbox: 0.458221 loss_dfl: 0.434178 loss: 1.905630 eta: 1 day, 0:20:45 batch_cost: 0.7962 data_cost: 0.0004 ips: 60.2862 images/s [03/13 06:15:40] ppdet.engine INFO: Epoch: [129] [340/610] learning_rate: 0.145837 loss_vfl: 0.962261 loss_bbox: 0.410971 loss_dfl: 0.403329 loss: 1.764827 eta: 1 day, 0:20:27 batch_cost: 0.8167 data_cost: 0.0003 ips: 58.7730 images/s [03/13 06:15:57] ppdet.engine INFO: Epoch: [129] [360/610] learning_rate: 0.145796 loss_vfl: 1.018052 loss_bbox: 0.422945 loss_dfl: 0.401681 loss: 1.841503 eta: 1 day, 0:20:08 batch_cost: 0.7357 data_cost: 0.0006 ips: 65.2402 images/s [03/13 06:16:15] ppdet.engine INFO: Epoch: [129] [380/610] learning_rate: 0.145756 loss_vfl: 0.921572 loss_bbox: 0.416958 loss_dfl: 0.396993 loss: 1.705292 eta: 1 day, 0:19:49 batch_cost: 0.7699 data_cost: 0.0004 ips: 62.3469 images/s [03/13 06:16:32] ppdet.engine INFO: Epoch: [129] [400/610] learning_rate: 0.145716 loss_vfl: 1.007409 loss_bbox: 0.438993 loss_dfl: 0.423596 loss: 1.866566 eta: 1 day, 0:19:30 batch_cost: 0.7565 data_cost: 0.0006 ips: 63.4511 images/s [03/13 06:16:51] ppdet.engine INFO: Epoch: [129] [420/610] learning_rate: 0.145676 loss_vfl: 0.941696 loss_bbox: 0.407417 loss_dfl: 0.404203 loss: 1.764254 eta: 1 day, 0:19:13 batch_cost: 0.8345 data_cost: 0.0003 ips: 57.5163 images/s [03/13 06:17:08] ppdet.engine INFO: Epoch: [129] [440/610] learning_rate: 0.145635 loss_vfl: 0.968696 loss_bbox: 0.429140 loss_dfl: 0.404045 loss: 1.753402 eta: 1 day, 0:18:53 batch_cost: 0.7540 data_cost: 0.0003 ips: 63.6629 images/s [03/13 06:17:26] ppdet.engine INFO: Epoch: [129] [460/610] learning_rate: 0.145595 loss_vfl: 1.018889 loss_bbox: 0.439411 loss_dfl: 0.425901 loss: 1.883791 eta: 1 day, 0:18:36 batch_cost: 0.8247 data_cost: 0.0027 ips: 58.2058 images/s [03/13 06:17:43] ppdet.engine INFO: Epoch: [129] [480/610] learning_rate: 0.145555 loss_vfl: 1.019853 loss_bbox: 0.449622 loss_dfl: 0.422115 loss: 1.874836 eta: 1 day, 0:18:17 batch_cost: 0.7718 data_cost: 0.0003 ips: 62.1926 images/s [03/13 06:18:01] ppdet.engine INFO: Epoch: [129] [500/610] learning_rate: 0.145514 loss_vfl: 1.003822 loss_bbox: 0.461622 loss_dfl: 0.430187 loss: 1.905743 eta: 1 day, 0:18:00 batch_cost: 0.8156 data_cost: 0.0006 ips: 58.8556 images/s [03/13 06:18:20] ppdet.engine INFO: Epoch: [129] [520/610] learning_rate: 0.145474 loss_vfl: 0.972614 loss_bbox: 0.419099 loss_dfl: 0.417453 loss: 1.809127 eta: 1 day, 0:17:42 batch_cost: 0.8203 data_cost: 0.0003 ips: 58.5152 images/s [03/13 06:18:38] ppdet.engine INFO: Epoch: [129] [540/610] learning_rate: 0.145434 loss_vfl: 1.019454 loss_bbox: 0.427727 loss_dfl: 0.423422 loss: 1.894840 eta: 1 day, 0:17:23 batch_cost: 0.7596 data_cost: 0.0004 ips: 63.1883 images/s [03/13 06:18:56] ppdet.engine INFO: Epoch: [129] [560/610] learning_rate: 0.145393 loss_vfl: 0.964255 loss_bbox: 0.424244 loss_dfl: 0.407675 loss: 1.788494 eta: 1 day, 0:17:05 batch_cost: 0.7735 data_cost: 0.0004 ips: 62.0591 images/s [03/13 06:19:13] ppdet.engine INFO: Epoch: [129] [580/610] learning_rate: 0.145353 loss_vfl: 0.967255 loss_bbox: 0.417981 loss_dfl: 0.400533 loss: 1.755741 eta: 1 day, 0:16:46 batch_cost: 0.7807 data_cost: 0.0004 ips: 61.4800 images/s [03/13 06:19:31] ppdet.engine INFO: Epoch: [129] [600/610] learning_rate: 0.145313 loss_vfl: 1.013362 loss_bbox: 0.466399 loss_dfl: 0.442012 loss: 1.915341 eta: 1 day, 0:16:27 batch_cost: 0.7629 data_cost: 0.0004 ips: 62.9138 images/s [03/13 06:19:39] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_s_416_coco [03/13 06:19:39] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_s_416_coco [03/13 06:19:39] ppdet.engine INFO: Eval iter: 0 [03/13 06:19:57] ppdet.engine INFO: Eval iter: 100 [03/13 06:20:07] ppdet.engine INFO: Eval iter: 200 [03/13 06:20:17] ppdet.engine INFO: Eval iter: 300 [03/13 06:20:27] ppdet.engine INFO: Eval iter: 400 [03/13 06:20:37] ppdet.engine INFO: Eval iter: 500 [03/13 06:20:47] ppdet.engine INFO: Eval iter: 600 [03/13 06:21:04] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json. loading annotations into memory... Done (t=0.96s) creating index... index created! [03/13 06:21:05] ppdet.metrics.coco_utils INFO: Start evaluate... Loading and preparing results... DONE (t=4.82s) creating index... index created! Running per image evaluation... Evaluate annotation type *bbox* DONE (t=95.98s). Accumulating evaluation results... DONE (t=17.61s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.298 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.439 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.318 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.105 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.313 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.486 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.271 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.437 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.467 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.191 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.522 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.720 [03/13 06:23:05] ppdet.engine INFO: Total sample number: 4952, averge FPS: 69.08404400484237 [03/13 06:23:05] ppdet.engine INFO: Best test bbox ap is 0.298. [03/13 06:23:05] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_s_416_coco [03/13 06:23:05] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_s_416_coco [03/13 06:23:06] ppdet.engine INFO: Epoch: [130] [ 0/610] learning_rate: 0.145292 loss_vfl: 0.978636 loss_bbox: 0.455307 loss_dfl: 0.419346 loss: 1.847773 eta: 1 day, 0:16:16 batch_cost: 0.6943 data_cost: 0.0003 ips: 69.1310 images/s [03/13 06:23:25] ppdet.engine INFO: Epoch: [130] [ 20/610] learning_rate: 0.145252 loss_vfl: 0.972390 loss_bbox: 0.461117 loss_dfl: 0.417718 loss: 1.845154 eta: 1 day, 0:16:00 batch_cost: 0.8732 data_cost: 0.0012 ips: 54.9727 images/s [03/13 06:23:43] ppdet.engine INFO: Epoch: [130] [ 40/610] learning_rate: 0.145212 loss_vfl: 0.995691 loss_bbox: 0.483678 loss_dfl: 0.445409 loss: 1.918424 eta: 1 day, 0:15:42 batch_cost: 0.8041 data_cost: 0.0007 ips: 59.6963 images/s [03/13 06:24:00] ppdet.engine INFO: Epoch: [130] [ 60/610] learning_rate: 0.145171 loss_vfl: 1.013739 loss_bbox: 0.434241 loss_dfl: 0.425611 loss: 1.875167 eta: 1 day, 0:15:22 batch_cost: 0.7306 data_cost: 0.0003 ips: 65.7011 images/s [03/13 06:24:19] ppdet.engine INFO: Epoch: [130] [ 80/610] learning_rate: 0.145131 loss_vfl: 1.000840 loss_bbox: 0.442308 loss_dfl: 0.426563 loss: 1.857621 eta: 1 day, 0:15:04 batch_cost: 0.8124 data_cost: 0.0003 ips: 59.0853 images/s [03/13 06:24:37] ppdet.engine INFO: Epoch: [130] [100/610] learning_rate: 0.145091 loss_vfl: 1.017318 loss_bbox: 0.455377 loss_dfl: 0.440095 loss: 1.940354 eta: 1 day, 0:14:47 batch_cost: 0.8102 data_cost: 0.0003 ips: 59.2473 images/s [03/13 06:24:55] ppdet.engine INFO: Epoch: [130] [120/610] learning_rate: 0.145050 loss_vfl: 0.941656 loss_bbox: 0.410994 loss_dfl: 0.395837 loss: 1.728338 eta: 1 day, 0:14:29 batch_cost: 0.8191 data_cost: 0.0003 ips: 58.6030 images/s [03/13 06:25:13] ppdet.engine INFO: Epoch: [130] [140/610] learning_rate: 0.145010 loss_vfl: 0.953176 loss_bbox: 0.417755 loss_dfl: 0.397708 loss: 1.741867 eta: 1 day, 0:14:11 batch_cost: 0.7789 data_cost: 0.0015 ips: 61.6269 images/s [03/13 06:25:31] ppdet.engine INFO: Epoch: [130] [160/610] learning_rate: 0.144970 loss_vfl: 0.969758 loss_bbox: 0.463396 loss_dfl: 0.430175 loss: 1.841248 eta: 1 day, 0:13:53 batch_cost: 0.8100 data_cost: 0.0004 ips: 59.2595 images/s [03/13 06:25:50] ppdet.engine INFO: Epoch: [130] [180/610] learning_rate: 0.144929 loss_vfl: 1.000342 loss_bbox: 0.431602 loss_dfl: 0.412584 loss: 1.816802 eta: 1 day, 0:13:36 batch_cost: 0.8342 data_cost: 0.0004 ips: 57.5406 images/s [03/13 06:26:09] ppdet.engine INFO: Epoch: [130] [200/610] learning_rate: 0.144889 loss_vfl: 0.980410 loss_bbox: 0.447215 loss_dfl: 0.422454 loss: 1.866831 eta: 1 day, 0:13:18 batch_cost: 0.8116 data_cost: 0.0005 ips: 59.1391 images/s [03/13 06:26:28] ppdet.engine INFO: Epoch: [130] [220/610] learning_rate: 0.144848 loss_vfl: 1.022017 loss_bbox: 0.445081 loss_dfl: 0.424274 loss: 1.891010 eta: 1 day, 0:13:02 batch_cost: 0.8463 data_cost: 0.0004 ips: 56.7174 images/s [03/13 06:26:46] ppdet.engine INFO: Epoch: [130] [240/610] learning_rate: 0.144808 loss_vfl: 1.011657 loss_bbox: 0.449075 loss_dfl: 0.432279 loss: 1.892412 eta: 1 day, 0:12:45 batch_cost: 0.8539 data_cost: 0.0014 ips: 56.2129 images/s [03/13 06:27:04] ppdet.engine INFO: Epoch: [130] [260/610] learning_rate: 0.144768 loss_vfl: 0.960648 loss_bbox: 0.427130 loss_dfl: 0.406905 loss: 1.786226 eta: 1 day, 0:12:27 batch_cost: 0.8036 data_cost: 0.0009 ips: 59.7333 images/s [03/13 06:27:22] ppdet.engine INFO: Epoch: [130] [280/610] learning_rate: 0.144727 loss_vfl: 1.029549 loss_bbox: 0.445331 loss_dfl: 0.427724 loss: 1.864786 eta: 1 day, 0:12:08 batch_cost: 0.7744 data_cost: 0.0006 ips: 61.9836 images/s [03/13 06:27:40] ppdet.engine INFO: Epoch: [130] [300/610] learning_rate: 0.144687 loss_vfl: 1.048642 loss_bbox: 0.487392 loss_dfl: 0.460772 loss: 2.023513 eta: 1 day, 0:11:51 batch_cost: 0.8241 data_cost: 0.0003 ips: 58.2447 images/s [03/13 06:27:58] ppdet.engine INFO: Epoch: [130] [320/610] learning_rate: 0.144647 loss_vfl: 0.984970 loss_bbox: 0.417337 loss_dfl: 0.401066 loss: 1.766494 eta: 1 day, 0:11:34 batch_cost: 0.8191 data_cost: 0.0003 ips: 58.6013 images/s [03/13 06:28:17] ppdet.engine INFO: Epoch: [130] [340/610] learning_rate: 0.144606 loss_vfl: 1.012099 loss_bbox: 0.464851 loss_dfl: 0.436486 loss: 1.891358 eta: 1 day, 0:11:17 batch_cost: 0.8362 data_cost: 0.0007 ips: 57.4033 images/s [03/13 06:28:35] ppdet.engine INFO: Epoch: [130] [360/610] learning_rate: 0.144566 loss_vfl: 0.956892 loss_bbox: 0.419278 loss_dfl: 0.398422 loss: 1.744754 eta: 1 day, 0:10:58 batch_cost: 0.7817 data_cost: 0.0003 ips: 61.4010 images/s [03/13 06:28:53] ppdet.engine INFO: Epoch: [130] [380/610] learning_rate: 0.144525 loss_vfl: 0.947060 loss_bbox: 0.431849 loss_dfl: 0.404831 loss: 1.796222 eta: 1 day, 0:10:41 batch_cost: 0.8260 data_cost: 0.0003 ips: 58.1125 images/s [03/13 06:29:12] ppdet.engine INFO: Epoch: [130] [400/610] learning_rate: 0.144485 loss_vfl: 1.028013 loss_bbox: 0.454046 loss_dfl: 0.437929 loss: 1.909009 eta: 1 day, 0:10:24 batch_cost: 0.8307 data_cost: 0.0003 ips: 57.7847 images/s [03/13 06:29:30] ppdet.engine INFO: Epoch: [130] [420/610] learning_rate: 0.144445 loss_vfl: 1.012631 loss_bbox: 0.454362 loss_dfl: 0.436565 loss: 1.892188 eta: 1 day, 0:10:06 batch_cost: 0.8208 data_cost: 0.0003 ips: 58.4762 images/s [03/13 06:29:48] ppdet.engine INFO: Epoch: [130] [440/610] learning_rate: 0.144404 loss_vfl: 0.948538 loss_bbox: 0.426863 loss_dfl: 0.404192 loss: 1.778776 eta: 1 day, 0:09:49 batch_cost: 0.8018 data_cost: 0.0003 ips: 59.8686 images/s [03/13 06:30:06] ppdet.engine INFO: Epoch: [130] [460/610] learning_rate: 0.144364 loss_vfl: 1.041400 loss_bbox: 0.434325 loss_dfl: 0.423671 loss: 1.891135 eta: 1 day, 0:09:30 batch_cost: 0.7859 data_cost: 0.0009 ips: 61.0775 images/s [03/13 06:30:23] ppdet.engine INFO: Epoch: [130] [480/610] learning_rate: 0.144323 loss_vfl: 0.978698 loss_bbox: 0.462115 loss_dfl: 0.421104 loss: 1.852345 eta: 1 day, 0:09:11 batch_cost: 0.7645 data_cost: 0.0003 ips: 62.7885 images/s [03/13 06:30:42] ppdet.engine INFO: Epoch: [130] [500/610] learning_rate: 0.144283 loss_vfl: 0.999395 loss_bbox: 0.416849 loss_dfl: 0.425059 loss: 1.872443 eta: 1 day, 0:08:54 batch_cost: 0.8161 data_cost: 0.0011 ips: 58.8172 images/s [03/13 06:30:58] ppdet.engine INFO: Epoch: [130] [520/610] learning_rate: 0.144243 loss_vfl: 0.963305 loss_bbox: 0.426466 loss_dfl: 0.418629 loss: 1.789289 eta: 1 day, 0:08:35 batch_cost: 0.7527 data_cost: 0.0006 ips: 63.7665 images/s [03/13 06:31:17] ppdet.engine INFO: Epoch: [130] [540/610] learning_rate: 0.144202 loss_vfl: 1.037054 loss_bbox: 0.474771 loss_dfl: 0.445556 loss: 1.948143 eta: 1 day, 0:08:17 batch_cost: 0.8082 data_cost: 0.0009 ips: 59.3880 images/s [03/13 06:31:35] ppdet.engine INFO: Epoch: [130] [560/610] learning_rate: 0.144162 loss_vfl: 0.994769 loss_bbox: 0.466864 loss_dfl: 0.422654 loss: 1.891105 eta: 1 day, 0:08:00 batch_cost: 0.8342 data_cost: 0.0003 ips: 57.5390 images/s [03/13 06:31:53] ppdet.engine INFO: Epoch: [130] [580/610] learning_rate: 0.144121 loss_vfl: 0.971793 loss_bbox: 0.415064 loss_dfl: 0.402090 loss: 1.770050 eta: 1 day, 0:07:42 batch_cost: 0.7940 data_cost: 0.0013 ips: 60.4566 images/s [03/13 06:32:11] ppdet.engine INFO: Epoch: [130] [600/610] learning_rate: 0.144081 loss_vfl: 0.947219 loss_bbox: 0.430358 loss_dfl: 0.414578 loss: 1.795097 eta: 1 day, 0:07:23 batch_cost: 0.7780 data_cost: 0.0004 ips: 61.6934 images/s [03/13 06:32:26] ppdet.engine INFO: Epoch: [131] [ 0/610] learning_rate: 0.144061 loss_vfl: 0.950278 loss_bbox: 0.430000 loss_dfl: 0.411936 loss: 1.803519 eta: 1 day, 0:07:20 batch_cost: 1.0178 data_cost: 0.2384 ips: 47.1617 images/s [03/13 06:32:46] ppdet.engine INFO: Epoch: [131] [ 20/610] learning_rate: 0.144020 loss_vfl: 1.004194 loss_bbox: 0.440599 loss_dfl: 0.420737 loss: 1.863814 eta: 1 day, 0:07:05 batch_cost: 0.9236 data_cost: 0.0003 ips: 51.9680 images/s [03/13 06:33:05] ppdet.engine INFO: Epoch: [131] [ 40/610] learning_rate: 0.143980 loss_vfl: 0.960530 loss_bbox: 0.428218 loss_dfl: 0.411763 loss: 1.817514 eta: 1 day, 0:06:49 batch_cost: 0.8560 data_cost: 0.0005 ips: 56.0735 images/s [03/13 06:33:23] ppdet.engine INFO: Epoch: [131] [ 60/610] learning_rate: 0.143939 loss_vfl: 1.007790 loss_bbox: 0.447954 loss_dfl: 0.428760 loss: 1.887248 eta: 1 day, 0:06:31 batch_cost: 0.7954 data_cost: 0.0006 ips: 60.3490 images/s [03/13 06:33:41] ppdet.engine INFO: Epoch: [131] [ 80/610] learning_rate: 0.143899 loss_vfl: 1.018079 loss_bbox: 0.455615 loss_dfl: 0.442107 loss: 1.899678 eta: 1 day, 0:06:12 batch_cost: 0.7903 data_cost: 0.0005 ips: 60.7347 images/s [03/13 06:33:59] ppdet.engine INFO: Epoch: [131] [100/610] learning_rate: 0.143858 loss_vfl: 0.995293 loss_bbox: 0.451628 loss_dfl: 0.427357 loss: 1.874279 eta: 1 day, 0:05:54 batch_cost: 0.7947 data_cost: 0.0004 ips: 60.4038 images/s [03/13 06:34:17] ppdet.engine INFO: Epoch: [131] [120/610] learning_rate: 0.143818 loss_vfl: 1.002511 loss_bbox: 0.441650 loss_dfl: 0.421334 loss: 1.877887 eta: 1 day, 0:05:37 batch_cost: 0.8172 data_cost: 0.0010 ips: 58.7393 images/s [03/13 06:34:35] ppdet.engine INFO: Epoch: [131] [140/610] learning_rate: 0.143778 loss_vfl: 0.960444 loss_bbox: 0.424339 loss_dfl: 0.395764 loss: 1.802616 eta: 1 day, 0:05:19 batch_cost: 0.7940 data_cost: 0.0004 ips: 60.4554 images/s [03/13 06:34:52] ppdet.engine INFO: Epoch: [131] [160/610] learning_rate: 0.143737 loss_vfl: 0.998417 loss_bbox: 0.445588 loss_dfl: 0.423334 loss: 1.877553 eta: 1 day, 0:04:59 batch_cost: 0.7354 data_cost: 0.0005 ips: 65.2713 images/s [03/13 06:35:09] ppdet.engine INFO: Epoch: [131] [180/610] learning_rate: 0.143697 loss_vfl: 0.970206 loss_bbox: 0.421925 loss_dfl: 0.418142 loss: 1.794282 eta: 1 day, 0:04:40 batch_cost: 0.7468 data_cost: 0.0003 ips: 64.2701 images/s [03/13 06:35:27] ppdet.engine INFO: Epoch: [131] [200/610] learning_rate: 0.143656 loss_vfl: 1.008117 loss_bbox: 0.464490 loss_dfl: 0.430425 loss: 1.889550 eta: 1 day, 0:04:22 batch_cost: 0.8203 data_cost: 0.0004 ips: 58.5163 images/s [03/13 06:35:44] ppdet.engine INFO: Epoch: [131] [220/610] learning_rate: 0.143616 loss_vfl: 0.978617 loss_bbox: 0.434176 loss_dfl: 0.413660 loss: 1.832484 eta: 1 day, 0:04:05 batch_cost: 0.8092 data_cost: 0.0003 ips: 59.3185 images/s [03/13 06:36:02] ppdet.engine INFO: Epoch: [131] [240/610] learning_rate: 0.143575 loss_vfl: 0.965026 loss_bbox: 0.415577 loss_dfl: 0.411806 loss: 1.806566 eta: 1 day, 0:03:46 batch_cost: 0.7847 data_cost: 0.0003 ips: 61.1712 images/s [03/13 06:36:20] ppdet.engine INFO: Epoch: [131] [260/610] learning_rate: 0.143535 loss_vfl: 1.016194 loss_bbox: 0.445531 loss_dfl: 0.429395 loss: 1.884326 eta: 1 day, 0:03:28 batch_cost: 0.7665 data_cost: 0.0017 ips: 62.6197 images/s [03/13 06:36:38] ppdet.engine INFO: Epoch: [131] [280/610] learning_rate: 0.143494 loss_vfl: 1.030380 loss_bbox: 0.470543 loss_dfl: 0.446145 loss: 1.948552 eta: 1 day, 0:03:09 batch_cost: 0.7835 data_cost: 0.0003 ips: 61.2674 images/s [03/13 06:36:56] ppdet.engine INFO: Epoch: [131] [300/610] learning_rate: 0.143454 loss_vfl: 0.985660 loss_bbox: 0.438536 loss_dfl: 0.423544 loss: 1.860378 eta: 1 day, 0:02:52 batch_cost: 0.8243 data_cost: 0.0003 ips: 58.2342 images/s [03/13 06:37:14] ppdet.engine INFO: Epoch: [131] [320/610] learning_rate: 0.143413 loss_vfl: 0.970513 loss_bbox: 0.444520 loss_dfl: 0.409194 loss: 1.820043 eta: 1 day, 0:02:34 batch_cost: 0.8069 data_cost: 0.0003 ips: 59.4834 images/s [03/13 06:37:32] ppdet.engine INFO: Epoch: [131] [340/610] learning_rate: 0.143373 loss_vfl: 0.951979 loss_bbox: 0.413813 loss_dfl: 0.400844 loss: 1.749429 eta: 1 day, 0:02:15 batch_cost: 0.7620 data_cost: 0.0009 ips: 62.9948 images/s [03/13 06:37:50] ppdet.engine INFO: Epoch: [131] [360/610] learning_rate: 0.143332 loss_vfl: 0.999471 loss_bbox: 0.449592 loss_dfl: 0.425604 loss: 1.889828 eta: 1 day, 0:01:57 batch_cost: 0.7776 data_cost: 0.0003 ips: 61.7313 images/s [03/13 06:38:07] ppdet.engine INFO: Epoch: [131] [380/610] learning_rate: 0.143292 loss_vfl: 0.978924 loss_bbox: 0.448774 loss_dfl: 0.422877 loss: 1.851170 eta: 1 day, 0:01:38 batch_cost: 0.7729 data_cost: 0.0016 ips: 62.1059 images/s [03/13 06:38:25] ppdet.engine INFO: Epoch: [131] [400/610] learning_rate: 0.143251 loss_vfl: 0.965181 loss_bbox: 0.427411 loss_dfl: 0.405115 loss: 1.801347 eta: 1 day, 0:01:19 batch_cost: 0.7536 data_cost: 0.0003 ips: 63.6968 images/s [03/13 06:38:42] ppdet.engine INFO: Epoch: [131] [420/610] learning_rate: 0.143211 loss_vfl: 1.000821 loss_bbox: 0.431626 loss_dfl: 0.425689 loss: 1.868207 eta: 1 day, 0:01:00 batch_cost: 0.7518 data_cost: 0.0015 ips: 63.8476 images/s [03/13 06:39:00] ppdet.engine INFO: Epoch: [131] [440/610] learning_rate: 0.143170 loss_vfl: 0.985720 loss_bbox: 0.440753 loss_dfl: 0.414786 loss: 1.834621 eta: 1 day, 0:00:42 batch_cost: 0.7828 data_cost: 0.0003 ips: 61.3197 images/s [03/13 06:39:17] ppdet.engine INFO: Epoch: [131] [460/610] learning_rate: 0.143130 loss_vfl: 1.022370 loss_bbox: 0.451823 loss_dfl: 0.427035 loss: 1.905306 eta: 1 day, 0:00:23 batch_cost: 0.7890 data_cost: 0.0004 ips: 60.8339 images/s [03/13 06:39:35] ppdet.engine INFO: Epoch: [131] [480/610] learning_rate: 0.143089 loss_vfl: 0.980687 loss_bbox: 0.434460 loss_dfl: 0.423978 loss: 1.855066 eta: 1 day, 0:00:05 batch_cost: 0.7960 data_cost: 0.0003 ips: 60.2984 images/s [03/13 06:39:52] ppdet.engine INFO: Epoch: [131] [500/610] learning_rate: 0.143049 loss_vfl: 1.029216 loss_bbox: 0.451468 loss_dfl: 0.431820 loss: 1.919418 eta: 23:59:46 batch_cost: 0.7276 data_cost: 0.0010 ips: 65.9744 images/s [03/13 06:40:10] ppdet.engine INFO: Epoch: [131] [520/610] learning_rate: 0.143008 loss_vfl: 0.988341 loss_bbox: 0.449299 loss_dfl: 0.415867 loss: 1.866396 eta: 23:59:28 batch_cost: 0.8218 data_cost: 0.0003 ips: 58.4111 images/s [03/13 06:40:28] ppdet.engine INFO: Epoch: [131] [540/610] learning_rate: 0.142968 loss_vfl: 0.950837 loss_bbox: 0.424086 loss_dfl: 0.403298 loss: 1.799823 eta: 23:59:11 batch_cost: 0.8247 data_cost: 0.0003 ips: 58.2058 images/s [03/13 06:40:47] ppdet.engine INFO: Epoch: [131] [560/610] learning_rate: 0.142927 loss_vfl: 1.013140 loss_bbox: 0.446108 loss_dfl: 0.430662 loss: 1.905983 eta: 23:58:54 batch_cost: 0.8249 data_cost: 0.0004 ips: 58.1906 images/s [03/13 06:41:05] ppdet.engine INFO: Epoch: [131] [580/610] learning_rate: 0.142887 loss_vfl: 0.965927 loss_bbox: 0.422140 loss_dfl: 0.405414 loss: 1.777566 eta: 23:58:36 batch_cost: 0.8110 data_cost: 0.0004 ips: 59.1850 images/s [03/13 06:41:22] ppdet.engine INFO: Epoch: [131] [600/610] learning_rate: 0.142846 loss_vfl: 0.974139 loss_bbox: 0.427829 loss_dfl: 0.413375 loss: 1.820922 eta: 23:58:16 batch_cost: 0.7192 data_cost: 0.0005 ips: 66.7408 images/s [03/13 06:41:36] ppdet.engine INFO: Epoch: [132] [ 0/610] learning_rate: 0.142826 loss_vfl: 1.026955 loss_bbox: 0.431609 loss_dfl: 0.450512 loss: 1.946634 eta: 23:58:13 batch_cost: 0.9928 data_cost: 0.1712 ips: 48.3475 images/s [03/13 06:41:56] ppdet.engine INFO: Epoch: [132] [ 20/610] learning_rate: 0.142786 loss_vfl: 0.985409 loss_bbox: 0.454579 loss_dfl: 0.426766 loss: 1.859347 eta: 23:57:56 batch_cost: 0.8550 data_cost: 0.0004 ips: 56.1432 images/s [03/13 06:42:14] ppdet.engine INFO: Epoch: [132] [ 40/610] learning_rate: 0.142745 loss_vfl: 0.974226 loss_bbox: 0.433749 loss_dfl: 0.411575 loss: 1.808897 eta: 23:57:39 batch_cost: 0.8330 data_cost: 0.0007 ips: 57.6206 images/s [03/13 06:42:32] ppdet.engine INFO: Epoch: [132] [ 60/610] learning_rate: 0.142705 loss_vfl: 0.952126 loss_bbox: 0.403645 loss_dfl: 0.394480 loss: 1.751294 eta: 23:57:21 batch_cost: 0.7976 data_cost: 0.0003 ips: 60.1827 images/s [03/13 06:42:50] ppdet.engine INFO: Epoch: [132] [ 80/610] learning_rate: 0.142664 loss_vfl: 0.963141 loss_bbox: 0.434358 loss_dfl: 0.422533 loss: 1.803366 eta: 23:57:03 batch_cost: 0.7899 data_cost: 0.0015 ips: 60.7640 images/s [03/13 06:43:07] ppdet.engine INFO: Epoch: [132] [100/610] learning_rate: 0.142624 loss_vfl: 0.973029 loss_bbox: 0.435444 loss_dfl: 0.401782 loss: 1.811983 eta: 23:56:44 batch_cost: 0.7415 data_cost: 0.0008 ips: 64.7344 images/s [03/13 06:43:24] ppdet.engine INFO: Epoch: [132] [120/610] learning_rate: 0.142583 loss_vfl: 1.006494 loss_bbox: 0.451426 loss_dfl: 0.433864 loss: 1.874721 eta: 23:56:26 batch_cost: 0.7926 data_cost: 0.0003 ips: 60.5627 images/s [03/13 06:43:41] ppdet.engine INFO: Epoch: [132] [140/610] learning_rate: 0.142543 loss_vfl: 1.057558 loss_bbox: 0.464117 loss_dfl: 0.450335 loss: 1.974249 eta: 23:56:06 batch_cost: 0.7344 data_cost: 0.0003 ips: 65.3606 images/s [03/13 06:43:59] ppdet.engine INFO: Epoch: [132] [160/610] learning_rate: 0.142502 loss_vfl: 1.016942 loss_bbox: 0.439529 loss_dfl: 0.426568 loss: 1.924100 eta: 23:55:48 batch_cost: 0.7986 data_cost: 0.0003 ips: 60.1025 images/s [03/13 06:44:18] ppdet.engine INFO: Epoch: [132] [180/610] learning_rate: 0.142461 loss_vfl: 0.977218 loss_bbox: 0.443044 loss_dfl: 0.427739 loss: 1.845311 eta: 23:55:31 batch_cost: 0.8228 data_cost: 0.0018 ips: 58.3345 images/s [03/13 06:44:35] ppdet.engine INFO: Epoch: [132] [200/610] learning_rate: 0.142421 loss_vfl: 0.972060 loss_bbox: 0.413570 loss_dfl: 0.399538 loss: 1.789401 eta: 23:55:11 batch_cost: 0.7251 data_cost: 0.0003 ips: 66.2002 images/s [03/13 06:44:52] ppdet.engine INFO: Epoch: [132] [220/610] learning_rate: 0.142380 loss_vfl: 0.974013 loss_bbox: 0.428543 loss_dfl: 0.414302 loss: 1.834132 eta: 23:54:52 batch_cost: 0.7688 data_cost: 0.0003 ips: 62.4342 images/s [03/13 06:45:10] ppdet.engine INFO: Epoch: [132] [240/610] learning_rate: 0.142340 loss_vfl: 0.989303 loss_bbox: 0.448431 loss_dfl: 0.419043 loss: 1.873625 eta: 23:54:35 batch_cost: 0.8160 data_cost: 0.0003 ips: 58.8252 images/s [03/13 06:45:27] ppdet.engine INFO: Epoch: [132] [260/610] learning_rate: 0.142299 loss_vfl: 0.979141 loss_bbox: 0.456897 loss_dfl: 0.430028 loss: 1.855521 eta: 23:54:16 batch_cost: 0.7684 data_cost: 0.0003 ips: 62.4710 images/s [03/13 06:45:46] ppdet.engine INFO: Epoch: [132] [280/610] learning_rate: 0.142259 loss_vfl: 1.041743 loss_bbox: 0.452628 loss_dfl: 0.437615 loss: 1.923441 eta: 23:53:59 batch_cost: 0.8202 data_cost: 0.0003 ips: 58.5259 images/s [03/13 06:46:03] ppdet.engine INFO: Epoch: [132] [300/610] learning_rate: 0.142218 loss_vfl: 0.976912 loss_bbox: 0.433640 loss_dfl: 0.417045 loss: 1.825232 eta: 23:53:40 batch_cost: 0.7727 data_cost: 0.0012 ips: 62.1207 images/s [03/13 06:46:21] ppdet.engine INFO: Epoch: [132] [320/610] learning_rate: 0.142178 loss_vfl: 1.015072 loss_bbox: 0.458976 loss_dfl: 0.428562 loss: 1.904690 eta: 23:53:22 batch_cost: 0.7811 data_cost: 0.0009 ips: 61.4545 images/s [03/13 06:46:39] ppdet.engine INFO: Epoch: [132] [340/610] learning_rate: 0.142137 loss_vfl: 0.948552 loss_bbox: 0.426042 loss_dfl: 0.399697 loss: 1.761118 eta: 23:53:04 batch_cost: 0.8052 data_cost: 0.0012 ips: 59.6125 images/s [03/13 06:46:57] ppdet.engine INFO: Epoch: [132] [360/610] learning_rate: 0.142096 loss_vfl: 0.987371 loss_bbox: 0.447525 loss_dfl: 0.433964 loss: 1.861126 eta: 23:52:46 batch_cost: 0.8009 data_cost: 0.0008 ips: 59.9318 images/s [03/13 06:47:14] ppdet.engine INFO: Epoch: [132] [380/610] learning_rate: 0.142056 loss_vfl: 0.964424 loss_bbox: 0.432503 loss_dfl: 0.409920 loss: 1.789346 eta: 23:52:27 batch_cost: 0.7573 data_cost: 0.0014 ips: 63.3809 images/s [03/13 06:47:32] ppdet.engine INFO: Epoch: [132] [400/610] learning_rate: 0.142015 loss_vfl: 0.952983 loss_bbox: 0.415917 loss_dfl: 0.394138 loss: 1.750928 eta: 23:52:09 batch_cost: 0.7915 data_cost: 0.0012 ips: 60.6466 images/s [03/13 06:47:50] ppdet.engine INFO: Epoch: [132] [420/610] learning_rate: 0.141975 loss_vfl: 0.963912 loss_bbox: 0.436616 loss_dfl: 0.430448 loss: 1.842193 eta: 23:51:51 batch_cost: 0.7731 data_cost: 0.0003 ips: 62.0868 images/s [03/13 06:48:08] ppdet.engine INFO: Epoch: [132] [440/610] learning_rate: 0.141934 loss_vfl: 0.979892 loss_bbox: 0.433949 loss_dfl: 0.421041 loss: 1.827101 eta: 23:51:32 batch_cost: 0.7750 data_cost: 0.0003 ips: 61.9368 images/s [03/13 06:48:26] ppdet.engine INFO: Epoch: [132] [460/610] learning_rate: 0.141894 loss_vfl: 1.032551 loss_bbox: 0.450027 loss_dfl: 0.436202 loss: 1.946722 eta: 23:51:15 batch_cost: 0.8242 data_cost: 0.0003 ips: 58.2370 images/s [03/13 06:48:44] ppdet.engine INFO: Epoch: [132] [480/610] learning_rate: 0.141853 loss_vfl: 1.010263 loss_bbox: 0.465046 loss_dfl: 0.441790 loss: 1.941185 eta: 23:50:57 batch_cost: 0.7997 data_cost: 0.0003 ips: 60.0188 images/s [03/13 06:49:02] ppdet.engine INFO: Epoch: [132] [500/610] learning_rate: 0.141812 loss_vfl: 1.038673 loss_bbox: 0.461901 loss_dfl: 0.435727 loss: 1.956251 eta: 23:50:38 batch_cost: 0.7470 data_cost: 0.0004 ips: 64.2589 images/s [03/13 06:49:20] ppdet.engine INFO: Epoch: [132] [520/610] learning_rate: 0.141772 loss_vfl: 1.007306 loss_bbox: 0.446297 loss_dfl: 0.425474 loss: 1.901269 eta: 23:50:20 batch_cost: 0.8003 data_cost: 0.0003 ips: 59.9766 images/s [03/13 06:49:37] ppdet.engine INFO: Epoch: [132] [540/610] learning_rate: 0.141731 loss_vfl: 0.986336 loss_bbox: 0.430685 loss_dfl: 0.416423 loss: 1.826169 eta: 23:50:01 batch_cost: 0.7833 data_cost: 0.0003 ips: 61.2782 images/s [03/13 06:49:55] ppdet.engine INFO: Epoch: [132] [560/610] learning_rate: 0.141691 loss_vfl: 0.974515 loss_bbox: 0.416408 loss_dfl: 0.403327 loss: 1.792232 eta: 23:49:43 batch_cost: 0.7956 data_cost: 0.0003 ips: 60.3308 images/s [03/13 06:50:13] ppdet.engine INFO: Epoch: [132] [580/610] learning_rate: 0.141650 loss_vfl: 0.970245 loss_bbox: 0.427981 loss_dfl: 0.408430 loss: 1.809401 eta: 23:49:25 batch_cost: 0.7874 data_cost: 0.0004 ips: 60.9594 images/s [03/13 06:50:30] ppdet.engine INFO: Epoch: [132] [600/610] learning_rate: 0.141610 loss_vfl: 0.979097 loss_bbox: 0.420649 loss_dfl: 0.417013 loss: 1.802712 eta: 23:49:06 batch_cost: 0.7533 data_cost: 0.0004 ips: 63.7231 images/s [03/13 06:50:45] ppdet.engine INFO: Epoch: [133] [ 0/610] learning_rate: 0.141589 loss_vfl: 0.960725 loss_bbox: 0.418213 loss_dfl: 0.402783 loss: 1.777389 eta: 23:49:03 batch_cost: 1.0155 data_cost: 0.3073 ips: 47.2659 images/s [03/13 06:51:05] ppdet.engine INFO: Epoch: [133] [ 20/610] learning_rate: 0.141549 loss_vfl: 0.960923 loss_bbox: 0.424187 loss_dfl: 0.411531 loss: 1.780601 eta: 23:48:46 batch_cost: 0.8290 data_cost: 0.0021 ips: 57.9023 images/s [03/13 06:51:22] ppdet.engine INFO: Epoch: [133] [ 40/610] learning_rate: 0.141508 loss_vfl: 0.964438 loss_bbox: 0.410455 loss_dfl: 0.419117 loss: 1.782912 eta: 23:48:28 batch_cost: 0.7899 data_cost: 0.0003 ips: 60.7648 images/s [03/13 06:51:39] ppdet.engine INFO: Epoch: [133] [ 60/610] learning_rate: 0.141467 loss_vfl: 1.007862 loss_bbox: 0.428479 loss_dfl: 0.426947 loss: 1.865962 eta: 23:48:09 batch_cost: 0.7523 data_cost: 0.0003 ips: 63.8044 images/s [03/13 06:51:57] ppdet.engine INFO: Epoch: [133] [ 80/610] learning_rate: 0.141427 loss_vfl: 1.046613 loss_bbox: 0.452729 loss_dfl: 0.438195 loss: 1.923618 eta: 23:47:51 batch_cost: 0.8002 data_cost: 0.0009 ips: 59.9821 images/s [03/13 06:52:15] ppdet.engine INFO: Epoch: [133] [100/610] learning_rate: 0.141386 loss_vfl: 0.960177 loss_bbox: 0.430584 loss_dfl: 0.410324 loss: 1.808640 eta: 23:47:34 batch_cost: 0.8134 data_cost: 0.0003 ips: 59.0088 images/s [03/13 06:52:33] ppdet.engine INFO: Epoch: [133] [120/610] learning_rate: 0.141346 loss_vfl: 0.972364 loss_bbox: 0.421942 loss_dfl: 0.407493 loss: 1.791146 eta: 23:47:15 batch_cost: 0.7750 data_cost: 0.0003 ips: 61.9343 images/s [03/13 06:52:50] ppdet.engine INFO: Epoch: [133] [140/610] learning_rate: 0.141305 loss_vfl: 0.947675 loss_bbox: 0.422844 loss_dfl: 0.416040 loss: 1.803008 eta: 23:46:55 batch_cost: 0.7299 data_cost: 0.0003 ips: 65.7608 images/s [03/13 06:53:08] ppdet.engine INFO: Epoch: [133] [160/610] learning_rate: 0.141264 loss_vfl: 0.984607 loss_bbox: 0.435835 loss_dfl: 0.419567 loss: 1.823970 eta: 23:46:38 batch_cost: 0.8043 data_cost: 0.0003 ips: 59.6801 images/s [03/13 06:53:26] ppdet.engine INFO: Epoch: [133] [180/610] learning_rate: 0.141224 loss_vfl: 1.015129 loss_bbox: 0.427939 loss_dfl: 0.415446 loss: 1.839757 eta: 23:46:21 batch_cost: 0.8290 data_cost: 0.0003 ips: 57.9007 images/s [03/13 06:53:44] ppdet.engine INFO: Epoch: [133] [200/610] learning_rate: 0.141183 loss_vfl: 0.986128 loss_bbox: 0.424200 loss_dfl: 0.424015 loss: 1.870616 eta: 23:46:02 batch_cost: 0.7826 data_cost: 0.0003 ips: 61.3375 images/s [03/13 06:54:02] ppdet.engine INFO: Epoch: [133] [220/610] learning_rate: 0.141143 loss_vfl: 0.927735 loss_bbox: 0.426852 loss_dfl: 0.381802 loss: 1.720616 eta: 23:45:45 batch_cost: 0.8124 data_cost: 0.0009 ips: 59.0809 images/s [03/13 06:54:20] ppdet.engine INFO: Epoch: [133] [240/610] learning_rate: 0.141102 loss_vfl: 0.998066 loss_bbox: 0.439137 loss_dfl: 0.415738 loss: 1.824869 eta: 23:45:26 batch_cost: 0.7825 data_cost: 0.0009 ips: 61.3426 images/s [03/13 06:54:38] ppdet.engine INFO: Epoch: [133] [260/610] learning_rate: 0.141061 loss_vfl: 0.960040 loss_bbox: 0.427616 loss_dfl: 0.407226 loss: 1.806592 eta: 23:45:09 batch_cost: 0.8062 data_cost: 0.0003 ips: 59.5362 images/s [03/13 06:54:56] ppdet.engine INFO: Epoch: [133] [280/610] learning_rate: 0.141021 loss_vfl: 0.984387 loss_bbox: 0.439472 loss_dfl: 0.421500 loss: 1.857006 eta: 23:44:51 batch_cost: 0.8235 data_cost: 0.0003 ips: 58.2883 images/s [03/13 06:55:14] ppdet.engine INFO: Epoch: [133] [300/610] learning_rate: 0.140980 loss_vfl: 0.958186 loss_bbox: 0.427906 loss_dfl: 0.413506 loss: 1.789698 eta: 23:44:33 batch_cost: 0.7827 data_cost: 0.0003 ips: 61.3265 images/s [03/13 06:55:32] ppdet.engine INFO: Epoch: [133] [320/610] learning_rate: 0.140939 loss_vfl: 1.019624 loss_bbox: 0.433465 loss_dfl: 0.437806 loss: 1.881160 eta: 23:44:15 batch_cost: 0.7962 data_cost: 0.0003 ips: 60.2897 images/s [03/13 06:55:50] ppdet.engine INFO: Epoch: [133] [340/610] learning_rate: 0.140899 loss_vfl: 0.979222 loss_bbox: 0.439224 loss_dfl: 0.414818 loss: 1.825237 eta: 23:43:58 batch_cost: 0.8303 data_cost: 0.0003 ips: 57.8073 images/s [03/13 06:56:08] ppdet.engine INFO: Epoch: [133] [360/610] learning_rate: 0.140858 loss_vfl: 1.005132 loss_bbox: 0.455864 loss_dfl: 0.428814 loss: 1.897714 eta: 23:43:41 batch_cost: 0.8292 data_cost: 0.0003 ips: 57.8882 images/s [03/13 06:56:25] ppdet.engine INFO: Epoch: [133] [380/610] learning_rate: 0.140817 loss_vfl: 0.994570 loss_bbox: 0.439076 loss_dfl: 0.420403 loss: 1.852166 eta: 23:43:22 batch_cost: 0.7521 data_cost: 0.0015 ips: 63.8182 images/s [03/13 06:56:41] ppdet.engine INFO: Epoch: [133] [400/610] learning_rate: 0.140777 loss_vfl: 0.983165 loss_bbox: 0.430961 loss_dfl: 0.422826 loss: 1.855000 eta: 23:43:03 batch_cost: 0.7605 data_cost: 0.0003 ips: 63.1138 images/s [03/13 06:56:59] ppdet.engine INFO: Epoch: [133] [420/610] learning_rate: 0.140736 loss_vfl: 0.980209 loss_bbox: 0.422990 loss_dfl: 0.410107 loss: 1.808626 eta: 23:42:45 batch_cost: 0.7947 data_cost: 0.0003 ips: 60.4012 images/s [03/13 06:57:17] ppdet.engine INFO: Epoch: [133] [440/610] learning_rate: 0.140696 loss_vfl: 0.951900 loss_bbox: 0.425819 loss_dfl: 0.393455 loss: 1.776328 eta: 23:42:26 batch_cost: 0.7461 data_cost: 0.0003 ips: 64.3315 images/s [03/13 06:57:34] ppdet.engine INFO: Epoch: [133] [460/610] learning_rate: 0.140655 loss_vfl: 0.938195 loss_bbox: 0.425125 loss_dfl: 0.398455 loss: 1.774196 eta: 23:42:07 batch_cost: 0.7721 data_cost: 0.0003 ips: 62.1645 images/s [03/13 06:57:51] ppdet.engine INFO: Epoch: [133] [480/610] learning_rate: 0.140614 loss_vfl: 0.989685 loss_bbox: 0.434077 loss_dfl: 0.422104 loss: 1.837022 eta: 23:41:49 batch_cost: 0.7752 data_cost: 0.0003 ips: 61.9186 images/s [03/13 06:58:09] ppdet.engine INFO: Epoch: [133] [500/610] learning_rate: 0.140574 loss_vfl: 0.924403 loss_bbox: 0.391761 loss_dfl: 0.390173 loss: 1.708006 eta: 23:41:30 batch_cost: 0.7640 data_cost: 0.0009 ips: 62.8243 images/s [03/13 06:58:26] ppdet.engine INFO: Epoch: [133] [520/610] learning_rate: 0.140533 loss_vfl: 1.033399 loss_bbox: 0.458425 loss_dfl: 0.438965 loss: 1.923299 eta: 23:41:12 batch_cost: 0.7946 data_cost: 0.0002 ips: 60.4059 images/s [03/13 06:58:44] ppdet.engine INFO: Epoch: [133] [540/610] learning_rate: 0.140492 loss_vfl: 0.983082 loss_bbox: 0.430923 loss_dfl: 0.421359 loss: 1.841841 eta: 23:40:55 batch_cost: 0.8167 data_cost: 0.0003 ips: 58.7756 images/s [03/13 06:59:02] ppdet.engine INFO: Epoch: [133] [560/610] learning_rate: 0.140452 loss_vfl: 0.953668 loss_bbox: 0.422423 loss_dfl: 0.414826 loss: 1.774795 eta: 23:40:37 batch_cost: 0.8036 data_cost: 0.0003 ips: 59.7335 images/s [03/13 06:59:20] ppdet.engine INFO: Epoch: [133] [580/610] learning_rate: 0.140411 loss_vfl: 1.043489 loss_bbox: 0.445097 loss_dfl: 0.423153 loss: 1.869502 eta: 23:40:18 batch_cost: 0.7807 data_cost: 0.0003 ips: 61.4828 images/s [03/13 06:59:38] ppdet.engine INFO: Epoch: [133] [600/610] learning_rate: 0.140370 loss_vfl: 1.005955 loss_bbox: 0.433146 loss_dfl: 0.411671 loss: 1.884288 eta: 23:40:00 batch_cost: 0.7925 data_cost: 0.0003 ips: 60.5683 images/s [03/13 06:59:53] ppdet.engine INFO: Epoch: [134] [ 0/610] learning_rate: 0.140350 loss_vfl: 1.000360 loss_bbox: 0.444575 loss_dfl: 0.422559 loss: 1.902431 eta: 23:39:57 batch_cost: 0.9855 data_cost: 0.2791 ips: 48.7065 images/s [03/13 07:00:12] ppdet.engine INFO: Epoch: [134] [ 20/610] learning_rate: 0.140309 loss_vfl: 1.015327 loss_bbox: 0.485102 loss_dfl: 0.444731 loss: 1.935738 eta: 23:39:41 batch_cost: 0.8894 data_cost: 0.0003 ips: 53.9660 images/s [03/13 07:00:30] ppdet.engine INFO: Epoch: [134] [ 40/610] learning_rate: 0.140269 loss_vfl: 0.992427 loss_bbox: 0.432861 loss_dfl: 0.426661 loss: 1.850859 eta: 23:39:24 batch_cost: 0.8119 data_cost: 0.0009 ips: 59.1227 images/s [03/13 07:00:48] ppdet.engine INFO: Epoch: [134] [ 60/610] learning_rate: 0.140228 loss_vfl: 0.961224 loss_bbox: 0.461509 loss_dfl: 0.425883 loss: 1.844553 eta: 23:39:05 batch_cost: 0.7739 data_cost: 0.0003 ips: 62.0266 images/s [03/13 07:01:06] ppdet.engine INFO: Epoch: [134] [ 80/610] learning_rate: 0.140187 loss_vfl: 0.986600 loss_bbox: 0.450791 loss_dfl: 0.428442 loss: 1.863213 eta: 23:38:47 batch_cost: 0.8060 data_cost: 0.0003 ips: 59.5513 images/s [03/13 07:01:23] ppdet.engine INFO: Epoch: [134] [100/610] learning_rate: 0.140147 loss_vfl: 0.943865 loss_bbox: 0.416507 loss_dfl: 0.404521 loss: 1.777664 eta: 23:38:29 batch_cost: 0.7632 data_cost: 0.0003 ips: 62.8907 images/s [03/13 07:01:42] ppdet.engine INFO: Epoch: [134] [120/610] learning_rate: 0.140106 loss_vfl: 0.909893 loss_bbox: 0.409480 loss_dfl: 0.396655 loss: 1.713227 eta: 23:38:12 batch_cost: 0.8482 data_cost: 0.0003 ips: 56.5903 images/s [03/13 07:02:01] ppdet.engine INFO: Epoch: [134] [140/610] learning_rate: 0.140065 loss_vfl: 0.961259 loss_bbox: 0.416363 loss_dfl: 0.405689 loss: 1.763884 eta: 23:37:55 batch_cost: 0.8343 data_cost: 0.0003 ips: 57.5325 images/s [03/13 07:02:19] ppdet.engine INFO: Epoch: [134] [160/610] learning_rate: 0.140024 loss_vfl: 0.950263 loss_bbox: 0.426017 loss_dfl: 0.411848 loss: 1.783895 eta: 23:37:37 batch_cost: 0.7841 data_cost: 0.0026 ips: 61.2158 images/s [03/13 07:02:37] ppdet.engine INFO: Epoch: [134] [180/610] learning_rate: 0.139984 loss_vfl: 0.909001 loss_bbox: 0.407106 loss_dfl: 0.396334 loss: 1.716507 eta: 23:37:19 batch_cost: 0.8112 data_cost: 0.0009 ips: 59.1684 images/s [03/13 07:02:55] ppdet.engine INFO: Epoch: [134] [200/610] learning_rate: 0.139943 loss_vfl: 1.020511 loss_bbox: 0.473442 loss_dfl: 0.439527 loss: 1.927975 eta: 23:37:03 batch_cost: 0.8523 data_cost: 0.0003 ips: 56.3199 images/s [03/13 07:03:14] ppdet.engine INFO: Epoch: [134] [220/610] learning_rate: 0.139902 loss_vfl: 0.947609 loss_bbox: 0.434984 loss_dfl: 0.410687 loss: 1.806091 eta: 23:36:46 batch_cost: 0.8466 data_cost: 0.0003 ips: 56.6950 images/s [03/13 07:03:32] ppdet.engine INFO: Epoch: [134] [240/610] learning_rate: 0.139862 loss_vfl: 0.932782 loss_bbox: 0.407940 loss_dfl: 0.394380 loss: 1.764836 eta: 23:36:28 batch_cost: 0.8138 data_cost: 0.0009 ips: 58.9820 images/s [03/13 07:03:50] ppdet.engine INFO: Epoch: [134] [260/610] learning_rate: 0.139821 loss_vfl: 0.996778 loss_bbox: 0.431326 loss_dfl: 0.415216 loss: 1.835830 eta: 23:36:11 batch_cost: 0.8082 data_cost: 0.0003 ips: 59.3904 images/s [03/13 07:04:07] ppdet.engine INFO: Epoch: [134] [280/610] learning_rate: 0.139780 loss_vfl: 0.953110 loss_bbox: 0.426915 loss_dfl: 0.413676 loss: 1.773869 eta: 23:35:52 batch_cost: 0.7482 data_cost: 0.0003 ips: 64.1520 images/s [03/13 07:04:25] ppdet.engine INFO: Epoch: [134] [300/610] learning_rate: 0.139740 loss_vfl: 1.015461 loss_bbox: 0.453330 loss_dfl: 0.423875 loss: 1.873678 eta: 23:35:34 batch_cost: 0.8090 data_cost: 0.0009 ips: 59.3313 images/s [03/13 07:04:43] ppdet.engine INFO: Epoch: [134] [320/610] learning_rate: 0.139699 loss_vfl: 0.931093 loss_bbox: 0.435244 loss_dfl: 0.401600 loss: 1.775386 eta: 23:35:16 batch_cost: 0.8055 data_cost: 0.0003 ips: 59.5938 images/s [03/13 07:05:01] ppdet.engine INFO: Epoch: [134] [340/610] learning_rate: 0.139658 loss_vfl: 1.028133 loss_bbox: 0.427620 loss_dfl: 0.414294 loss: 1.882602 eta: 23:34:58 batch_cost: 0.7857 data_cost: 0.0003 ips: 61.0951 images/s [03/13 07:05:19] ppdet.engine INFO: Epoch: [134] [360/610] learning_rate: 0.139617 loss_vfl: 0.987493 loss_bbox: 0.426059 loss_dfl: 0.398762 loss: 1.782675 eta: 23:34:40 batch_cost: 0.7733 data_cost: 0.0003 ips: 62.0733 images/s [03/13 07:05:37] ppdet.engine INFO: Epoch: [134] [380/610] learning_rate: 0.139577 loss_vfl: 0.960925 loss_bbox: 0.400735 loss_dfl: 0.406306 loss: 1.783994 eta: 23:34:23 batch_cost: 0.8350 data_cost: 0.0003 ips: 57.4852 images/s [03/13 07:05:54] ppdet.engine INFO: Epoch: [134] [400/610] learning_rate: 0.139536 loss_vfl: 0.991402 loss_bbox: 0.434688 loss_dfl: 0.418314 loss: 1.853109 eta: 23:34:04 batch_cost: 0.7551 data_cost: 0.0003 ips: 63.5675 images/s [03/13 07:06:12] ppdet.engine INFO: Epoch: [134] [420/610] learning_rate: 0.139495 loss_vfl: 0.931564 loss_bbox: 0.414039 loss_dfl: 0.406418 loss: 1.752254 eta: 23:33:46 batch_cost: 0.7818 data_cost: 0.0003 ips: 61.4003 images/s [03/13 07:06:28] ppdet.engine INFO: Epoch: [134] [440/610] learning_rate: 0.139455 loss_vfl: 1.019645 loss_bbox: 0.447572 loss_dfl: 0.423408 loss: 1.884332 eta: 23:33:26 batch_cost: 0.7511 data_cost: 0.0009 ips: 63.9057 images/s [03/13 07:06:46] ppdet.engine INFO: Epoch: [134] [460/610] learning_rate: 0.139414 loss_vfl: 0.975005 loss_bbox: 0.443352 loss_dfl: 0.421714 loss: 1.815445 eta: 23:33:08 batch_cost: 0.7885 data_cost: 0.0003 ips: 60.8727 images/s [03/13 07:07:05] ppdet.engine INFO: Epoch: [134] [480/610] learning_rate: 0.139373 loss_vfl: 0.993325 loss_bbox: 0.420811 loss_dfl: 0.414708 loss: 1.849445 eta: 23:32:49 batch_cost: 0.7568 data_cost: 0.0003 ips: 63.4280 images/s [03/13 07:07:23] ppdet.engine INFO: Epoch: [134] [500/610] learning_rate: 0.139332 loss_vfl: 1.050884 loss_bbox: 0.459993 loss_dfl: 0.441884 loss: 1.954823 eta: 23:32:32 batch_cost: 0.8344 data_cost: 0.0003 ips: 57.5287 images/s [03/13 07:07:41] ppdet.engine INFO: Epoch: [134] [520/610] learning_rate: 0.139292 loss_vfl: 1.055262 loss_bbox: 0.458457 loss_dfl: 0.440853 loss: 1.973806 eta: 23:32:14 batch_cost: 0.7740 data_cost: 0.0003 ips: 62.0119 images/s [03/13 07:07:59] ppdet.engine INFO: Epoch: [134] [540/610] learning_rate: 0.139251 loss_vfl: 0.966792 loss_bbox: 0.434891 loss_dfl: 0.419084 loss: 1.813325 eta: 23:31:56 batch_cost: 0.8117 data_cost: 0.0003 ips: 59.1323 images/s [03/13 07:08:17] ppdet.engine INFO: Epoch: [134] [560/610] learning_rate: 0.139210 loss_vfl: 0.951788 loss_bbox: 0.419026 loss_dfl: 0.419644 loss: 1.799052 eta: 23:31:39 batch_cost: 0.8059 data_cost: 0.0004 ips: 59.5574 images/s [03/13 07:08:35] ppdet.engine INFO: Epoch: [134] [580/610] learning_rate: 0.139169 loss_vfl: 0.964287 loss_bbox: 0.421369 loss_dfl: 0.401837 loss: 1.776464 eta: 23:31:21 batch_cost: 0.7818 data_cost: 0.0003 ips: 61.3997 images/s [03/13 07:08:52] ppdet.engine INFO: Epoch: [134] [600/610] learning_rate: 0.139129 loss_vfl: 1.017054 loss_bbox: 0.444363 loss_dfl: 0.434890 loss: 1.918675 eta: 23:31:02 batch_cost: 0.7773 data_cost: 0.0004 ips: 61.7519 images/s [03/13 07:09:07] ppdet.engine INFO: Epoch: [135] [ 0/610] learning_rate: 0.139108 loss_vfl: 1.037120 loss_bbox: 0.447826 loss_dfl: 0.434890 loss: 1.920989 eta: 23:30:59 batch_cost: 1.0175 data_cost: 0.2974 ips: 47.1744 images/s [03/13 07:09:27] ppdet.engine INFO: Epoch: [135] [ 20/610] learning_rate: 0.139068 loss_vfl: 0.928716 loss_bbox: 0.400560 loss_dfl: 0.391087 loss: 1.715247 eta: 23:30:44 batch_cost: 0.9021 data_cost: 0.0004 ips: 53.2075 images/s [03/13 07:09:44] ppdet.engine INFO: Epoch: [135] [ 40/610] learning_rate: 0.139027 loss_vfl: 0.985785 loss_bbox: 0.447075 loss_dfl: 0.415903 loss: 1.843393 eta: 23:30:25 batch_cost: 0.7789 data_cost: 0.0009 ips: 61.6275 images/s [03/13 07:10:02] ppdet.engine INFO: Epoch: [135] [ 60/610] learning_rate: 0.138986 loss_vfl: 0.973653 loss_bbox: 0.412060 loss_dfl: 0.398748 loss: 1.771128 eta: 23:30:08 batch_cost: 0.7987 data_cost: 0.0009 ips: 60.0964 images/s [03/13 07:10:20] ppdet.engine INFO: Epoch: [135] [ 80/610] learning_rate: 0.138945 loss_vfl: 0.935933 loss_bbox: 0.416474 loss_dfl: 0.401687 loss: 1.754883 eta: 23:29:49 batch_cost: 0.7747 data_cost: 0.0004 ips: 61.9593 images/s [03/13 07:10:39] ppdet.engine INFO: Epoch: [135] [100/610] learning_rate: 0.138905 loss_vfl: 1.056186 loss_bbox: 0.466504 loss_dfl: 0.448476 loss: 1.972162 eta: 23:29:32 batch_cost: 0.8102 data_cost: 0.0007 ips: 59.2441 images/s [03/13 07:10:56] ppdet.engine INFO: Epoch: [135] [120/610] learning_rate: 0.138864 loss_vfl: 0.997460 loss_bbox: 0.443157 loss_dfl: 0.410250 loss: 1.866060 eta: 23:29:13 batch_cost: 0.7886 data_cost: 0.0015 ips: 60.8700 images/s [03/13 07:11:15] ppdet.engine INFO: Epoch: [135] [140/610] learning_rate: 0.138823 loss_vfl: 0.946407 loss_bbox: 0.410541 loss_dfl: 0.403645 loss: 1.755365 eta: 23:28:56 batch_cost: 0.8185 data_cost: 0.0003 ips: 58.6463 images/s [03/13 07:11:32] ppdet.engine INFO: Epoch: [135] [160/610] learning_rate: 0.138782 loss_vfl: 0.968089 loss_bbox: 0.431849 loss_dfl: 0.415418 loss: 1.784158 eta: 23:28:37 batch_cost: 0.7510 data_cost: 0.0003 ips: 63.9125 images/s [03/13 07:11:49] ppdet.engine INFO: Epoch: [135] [180/610] learning_rate: 0.138742 loss_vfl: 0.984827 loss_bbox: 0.425279 loss_dfl: 0.419426 loss: 1.824055 eta: 23:28:18 batch_cost: 0.7490 data_cost: 0.0003 ips: 64.0829 images/s [03/13 07:12:08] ppdet.engine INFO: Epoch: [135] [200/610] learning_rate: 0.138701 loss_vfl: 1.023419 loss_bbox: 0.454349 loss_dfl: 0.428043 loss: 1.918872 eta: 23:28:00 batch_cost: 0.8012 data_cost: 0.0003 ips: 59.9073 images/s [03/13 07:12:25] ppdet.engine INFO: Epoch: [135] [220/610] learning_rate: 0.138660 loss_vfl: 0.961170 loss_bbox: 0.425390 loss_dfl: 0.410556 loss: 1.827319 eta: 23:27:41 batch_cost: 0.7471 data_cost: 0.0035 ips: 64.2447 images/s [03/13 07:12:43] ppdet.engine INFO: Epoch: [135] [240/610] learning_rate: 0.138619 loss_vfl: 1.010979 loss_bbox: 0.424105 loss_dfl: 0.413320 loss: 1.846202 eta: 23:27:23 batch_cost: 0.7923 data_cost: 0.0004 ips: 60.5867 images/s [03/13 07:13:02] ppdet.engine INFO: Epoch: [135] [260/610] learning_rate: 0.138578 loss_vfl: 0.943685 loss_bbox: 0.411102 loss_dfl: 0.393412 loss: 1.760019 eta: 23:27:06 batch_cost: 0.8221 data_cost: 0.0003 ips: 58.3892 images/s [03/13 07:13:20] ppdet.engine INFO: Epoch: [135] [280/610] learning_rate: 0.138538 loss_vfl: 0.990783 loss_bbox: 0.445336 loss_dfl: 0.417330 loss: 1.847973 eta: 23:26:48 batch_cost: 0.8062 data_cost: 0.0003 ips: 59.5392 images/s [03/13 07:13:38] ppdet.engine INFO: Epoch: [135] [300/610] learning_rate: 0.138497 loss_vfl: 1.006346 loss_bbox: 0.444584 loss_dfl: 0.424041 loss: 1.873109 eta: 23:26:29 batch_cost: 0.7520 data_cost: 0.0003 ips: 63.8321 images/s [03/13 07:13:56] ppdet.engine INFO: Epoch: [135] [320/610] learning_rate: 0.138456 loss_vfl: 0.993325 loss_bbox: 0.453855 loss_dfl: 0.433114 loss: 1.853426 eta: 23:26:11 batch_cost: 0.7729 data_cost: 0.0009 ips: 62.1060 images/s [03/13 07:14:14] ppdet.engine INFO: Epoch: [135] [340/610] learning_rate: 0.138415 loss_vfl: 0.979642 loss_bbox: 0.424847 loss_dfl: 0.409512 loss: 1.832413 eta: 23:25:54 batch_cost: 0.8457 data_cost: 0.0003 ips: 56.7566 images/s [03/13 07:14:32] ppdet.engine INFO: Epoch: [135] [360/610] learning_rate: 0.138375 loss_vfl: 0.957757 loss_bbox: 0.445304 loss_dfl: 0.415394 loss: 1.826873 eta: 23:25:36 batch_cost: 0.7811 data_cost: 0.0009 ips: 61.4539 images/s [03/13 07:14:51] ppdet.engine INFO: Epoch: [135] [380/610] learning_rate: 0.138334 loss_vfl: 1.048108 loss_bbox: 0.464583 loss_dfl: 0.450001 loss: 1.971174 eta: 23:25:19 batch_cost: 0.8558 data_cost: 0.0003 ips: 56.0880 images/s [03/13 07:15:09] ppdet.engine INFO: Epoch: [135] [400/610] learning_rate: 0.138293 loss_vfl: 0.956161 loss_bbox: 0.433270 loss_dfl: 0.420300 loss: 1.790656 eta: 23:25:01 batch_cost: 0.7954 data_cost: 0.0013 ips: 60.3466 images/s [03/13 07:15:27] ppdet.engine INFO: Epoch: [135] [420/610] learning_rate: 0.138252 loss_vfl: 1.004793 loss_bbox: 0.462205 loss_dfl: 0.442521 loss: 1.909115 eta: 23:24:44 batch_cost: 0.8156 data_cost: 0.0004 ips: 58.8526 images/s [03/13 07:15:45] ppdet.engine INFO: Epoch: [135] [440/610] learning_rate: 0.138211 loss_vfl: 0.993336 loss_bbox: 0.427835 loss_dfl: 0.418699 loss: 1.845967 eta: 23:24:26 batch_cost: 0.8030 data_cost: 0.0004 ips: 59.7775 images/s [03/13 07:16:02] ppdet.engine INFO: Epoch: [135] [460/610] learning_rate: 0.138171 loss_vfl: 1.022856 loss_bbox: 0.466587 loss_dfl: 0.428306 loss: 1.915928 eta: 23:24:08 batch_cost: 0.7692 data_cost: 0.0003 ips: 62.4026 images/s [03/13 07:16:19] ppdet.engine INFO: Epoch: [135] [480/610] learning_rate: 0.138130 loss_vfl: 0.973478 loss_bbox: 0.430537 loss_dfl: 0.415236 loss: 1.826185 eta: 23:23:49 batch_cost: 0.7703 data_cost: 0.0003 ips: 62.3129 images/s [03/13 07:16:38] ppdet.engine INFO: Epoch: [135] [500/610] learning_rate: 0.138089 loss_vfl: 0.952447 loss_bbox: 0.406810 loss_dfl: 0.395187 loss: 1.750613 eta: 23:23:32 batch_cost: 0.8197 data_cost: 0.0004 ips: 58.5577 images/s [03/13 07:16:56] ppdet.engine INFO: Epoch: [135] [520/610] learning_rate: 0.138048 loss_vfl: 0.965097 loss_bbox: 0.425384 loss_dfl: 0.409683 loss: 1.821038 eta: 23:23:15 batch_cost: 0.8247 data_cost: 0.0003 ips: 58.2021 images/s [03/13 07:17:14] ppdet.engine INFO: Epoch: [135] [540/610] learning_rate: 0.138007 loss_vfl: 0.996024 loss_bbox: 0.442742 loss_dfl: 0.423809 loss: 1.844924 eta: 23:22:57 batch_cost: 0.7954 data_cost: 0.0013 ips: 60.3455 images/s [03/13 07:17:31] ppdet.engine INFO: Epoch: [135] [560/610] learning_rate: 0.137967 loss_vfl: 0.956669 loss_bbox: 0.440994 loss_dfl: 0.413493 loss: 1.811547 eta: 23:22:38 batch_cost: 0.7746 data_cost: 0.0014 ips: 61.9697 images/s [03/13 07:17:49] ppdet.engine INFO: Epoch: [135] [580/610] learning_rate: 0.137926 loss_vfl: 0.963835 loss_bbox: 0.427202 loss_dfl: 0.411800 loss: 1.794851 eta: 23:22:19 batch_cost: 0.7606 data_cost: 0.0007 ips: 63.1057 images/s [03/13 07:18:06] ppdet.engine INFO: Epoch: [135] [600/610] learning_rate: 0.137885 loss_vfl: 1.022953 loss_bbox: 0.442759 loss_dfl: 0.418599 loss: 1.919911 eta: 23:22:00 batch_cost: 0.7360 data_cost: 0.0013 ips: 65.2217 images/s [03/13 07:18:20] ppdet.engine INFO: Epoch: [136] [ 0/610] learning_rate: 0.137865 loss_vfl: 1.043870 loss_bbox: 0.465556 loss_dfl: 0.449148 loss: 1.980880 eta: 23:21:55 batch_cost: 0.8883 data_cost: 0.2181 ips: 54.0359 images/s [03/13 07:18:40] ppdet.engine INFO: Epoch: [136] [ 20/610] learning_rate: 0.137824 loss_vfl: 0.955600 loss_bbox: 0.404448 loss_dfl: 0.401105 loss: 1.776093 eta: 23:21:40 batch_cost: 0.9065 data_cost: 0.0003 ips: 52.9517 images/s [03/13 07:18:57] ppdet.engine INFO: Epoch: [136] [ 40/610] learning_rate: 0.137783 loss_vfl: 0.953787 loss_bbox: 0.444818 loss_dfl: 0.408419 loss: 1.790075 eta: 23:21:21 batch_cost: 0.7574 data_cost: 0.0003 ips: 63.3709 images/s [03/13 07:19:16] ppdet.engine INFO: Epoch: [136] [ 60/610] learning_rate: 0.137742 loss_vfl: 0.963044 loss_bbox: 0.438909 loss_dfl: 0.405943 loss: 1.814977 eta: 23:21:04 batch_cost: 0.8213 data_cost: 0.0003 ips: 58.4411 images/s [03/13 07:19:34] ppdet.engine INFO: Epoch: [136] [ 80/610] learning_rate: 0.137701 loss_vfl: 1.014392 loss_bbox: 0.445024 loss_dfl: 0.440020 loss: 1.910212 eta: 23:20:46 batch_cost: 0.8089 data_cost: 0.0005 ips: 59.3368 images/s [03/13 07:19:51] ppdet.engine INFO: Epoch: [136] [100/610] learning_rate: 0.137661 loss_vfl: 0.934582 loss_bbox: 0.423929 loss_dfl: 0.399934 loss: 1.742736 eta: 23:20:27 batch_cost: 0.7586 data_cost: 0.0003 ips: 63.2708 images/s [03/13 07:20:08] ppdet.engine INFO: Epoch: [136] [120/610] learning_rate: 0.137620 loss_vfl: 1.042805 loss_bbox: 0.446320 loss_dfl: 0.435200 loss: 1.943232 eta: 23:20:08 batch_cost: 0.7522 data_cost: 0.0003 ips: 63.8103 images/s [03/13 07:20:25] ppdet.engine INFO: Epoch: [136] [140/610] learning_rate: 0.137579 loss_vfl: 0.978700 loss_bbox: 0.429907 loss_dfl: 0.420223 loss: 1.825338 eta: 23:19:50 batch_cost: 0.7687 data_cost: 0.0003 ips: 62.4405 images/s [03/13 07:20:43] ppdet.engine INFO: Epoch: [136] [160/610] learning_rate: 0.137538 loss_vfl: 0.962289 loss_bbox: 0.427906 loss_dfl: 0.406307 loss: 1.807523 eta: 23:19:33 batch_cost: 0.8216 data_cost: 0.0003 ips: 58.4234 images/s [03/13 07:21:01] ppdet.engine INFO: Epoch: [136] [180/610] learning_rate: 0.137497 loss_vfl: 1.014588 loss_bbox: 0.442414 loss_dfl: 0.429799 loss: 1.887607 eta: 23:19:14 batch_cost: 0.7703 data_cost: 0.0003 ips: 62.3169 images/s [03/13 07:21:18] ppdet.engine INFO: Epoch: [136] [200/610] learning_rate: 0.137456 loss_vfl: 1.007908 loss_bbox: 0.452199 loss_dfl: 0.439441 loss: 1.903239 eta: 23:18:55 batch_cost: 0.7487 data_cost: 0.0003 ips: 64.1077 images/s [03/13 07:21:36] ppdet.engine INFO: Epoch: [136] [220/610] learning_rate: 0.137416 loss_vfl: 1.001641 loss_bbox: 0.454284 loss_dfl: 0.429433 loss: 1.891890 eta: 23:18:37 batch_cost: 0.7959 data_cost: 0.0003 ips: 60.3122 images/s [03/13 07:21:54] ppdet.engine INFO: Epoch: [136] [240/610] learning_rate: 0.137375 loss_vfl: 0.989736 loss_bbox: 0.437485 loss_dfl: 0.421233 loss: 1.843314 eta: 23:18:20 batch_cost: 0.8086 data_cost: 0.0018 ips: 59.3601 images/s [03/13 07:22:13] ppdet.engine INFO: Epoch: [136] [260/610] learning_rate: 0.137334 loss_vfl: 0.930150 loss_bbox: 0.414193 loss_dfl: 0.404032 loss: 1.745551 eta: 23:18:02 batch_cost: 0.8231 data_cost: 0.0003 ips: 58.3157 images/s [03/13 07:22:31] ppdet.engine INFO: Epoch: [136] [280/610] learning_rate: 0.137293 loss_vfl: 0.946640 loss_bbox: 0.391757 loss_dfl: 0.390244 loss: 1.740002 eta: 23:17:45 batch_cost: 0.8125 data_cost: 0.0003 ips: 59.0734 images/s [03/13 07:22:49] ppdet.engine INFO: Epoch: [136] [300/610] learning_rate: 0.137252 loss_vfl: 0.986897 loss_bbox: 0.429547 loss_dfl: 0.409037 loss: 1.808026 eta: 23:17:27 batch_cost: 0.8179 data_cost: 0.0003 ips: 58.6847 images/s [03/13 07:23:06] ppdet.engine INFO: Epoch: [136] [320/610] learning_rate: 0.137211 loss_vfl: 0.991819 loss_bbox: 0.448387 loss_dfl: 0.417990 loss: 1.846251 eta: 23:17:09 batch_cost: 0.7617 data_cost: 0.0003 ips: 63.0172 images/s [03/13 07:23:23] ppdet.engine INFO: Epoch: [136] [340/610] learning_rate: 0.137171 loss_vfl: 1.056586 loss_bbox: 0.488972 loss_dfl: 0.458016 loss: 2.022121 eta: 23:16:51 batch_cost: 0.7863 data_cost: 0.0002 ips: 61.0431 images/s [03/13 07:23:40] ppdet.engine INFO: Epoch: [136] [360/610] learning_rate: 0.137130 loss_vfl: 1.000920 loss_bbox: 0.476550 loss_dfl: 0.448580 loss: 1.940516 eta: 23:16:32 batch_cost: 0.7818 data_cost: 0.0003 ips: 61.3949 images/s [03/13 07:23:59] ppdet.engine INFO: Epoch: [136] [380/610] learning_rate: 0.137089 loss_vfl: 0.955335 loss_bbox: 0.431693 loss_dfl: 0.399352 loss: 1.788610 eta: 23:16:15 batch_cost: 0.8124 data_cost: 0.0002 ips: 59.0865 images/s [03/13 07:24:17] ppdet.engine INFO: Epoch: [136] [400/610] learning_rate: 0.137048 loss_vfl: 1.015103 loss_bbox: 0.452497 loss_dfl: 0.428058 loss: 1.915605 eta: 23:15:57 batch_cost: 0.8020 data_cost: 0.0014 ips: 59.8518 images/s [03/13 07:24:34] ppdet.engine INFO: Epoch: [136] [420/610] learning_rate: 0.137007 loss_vfl: 1.021246 loss_bbox: 0.447979 loss_dfl: 0.430455 loss: 1.872187 eta: 23:15:38 batch_cost: 0.7282 data_cost: 0.0003 ips: 65.9126 images/s [03/13 07:24:52] ppdet.engine INFO: Epoch: [136] [440/610] learning_rate: 0.136966 loss_vfl: 0.904223 loss_bbox: 0.430287 loss_dfl: 0.391010 loss: 1.707025 eta: 23:15:20 batch_cost: 0.8153 data_cost: 0.0003 ips: 58.8772 images/s [03/13 07:25:09] ppdet.engine INFO: Epoch: [136] [460/610] learning_rate: 0.136926 loss_vfl: 1.003114 loss_bbox: 0.440214 loss_dfl: 0.431212 loss: 1.868194 eta: 23:15:02 batch_cost: 0.7939 data_cost: 0.0010 ips: 60.4574 images/s [03/13 07:25:26] ppdet.engine INFO: Epoch: [136] [480/610] learning_rate: 0.136885 loss_vfl: 0.974328 loss_bbox: 0.425072 loss_dfl: 0.409677 loss: 1.804660 eta: 23:14:43 batch_cost: 0.7526 data_cost: 0.0002 ips: 63.7751 images/s [03/13 07:25:44] ppdet.engine INFO: Epoch: [136] [500/610] learning_rate: 0.136844 loss_vfl: 0.991289 loss_bbox: 0.432926 loss_dfl: 0.418102 loss: 1.834000 eta: 23:14:26 batch_cost: 0.8017 data_cost: 0.0003 ips: 59.8704 images/s [03/13 07:26:02] ppdet.engine INFO: Epoch: [136] [520/610] learning_rate: 0.136803 loss_vfl: 0.998626 loss_bbox: 0.437239 loss_dfl: 0.418295 loss: 1.855731 eta: 23:14:08 batch_cost: 0.8202 data_cost: 0.0003 ips: 58.5196 images/s [03/13 07:26:20] ppdet.engine INFO: Epoch: [136] [540/610] learning_rate: 0.136762 loss_vfl: 0.997209 loss_bbox: 0.421485 loss_dfl: 0.408911 loss: 1.857294 eta: 23:13:50 batch_cost: 0.7745 data_cost: 0.0003 ips: 61.9751 images/s [03/13 07:26:38] ppdet.engine INFO: Epoch: [136] [560/610] learning_rate: 0.136721 loss_vfl: 1.013818 loss_bbox: 0.443285 loss_dfl: 0.425101 loss: 1.889882 eta: 23:13:32 batch_cost: 0.7973 data_cost: 0.0003 ips: 60.2049 images/s [03/13 07:26:55] ppdet.engine INFO: Epoch: [136] [580/610] learning_rate: 0.136680 loss_vfl: 1.038667 loss_bbox: 0.453512 loss_dfl: 0.439938 loss: 1.915727 eta: 23:13:14 batch_cost: 0.7781 data_cost: 0.0003 ips: 61.6901 images/s [03/13 07:27:13] ppdet.engine INFO: Epoch: [136] [600/610] learning_rate: 0.136639 loss_vfl: 1.009378 loss_bbox: 0.440342 loss_dfl: 0.432193 loss: 1.916283 eta: 23:12:55 batch_cost: 0.7652 data_cost: 0.0003 ips: 62.7249 images/s [03/13 07:27:28] ppdet.engine INFO: Epoch: [137] [ 0/610] learning_rate: 0.136619 loss_vfl: 1.020315 loss_bbox: 0.438986 loss_dfl: 0.437971 loss: 1.887418 eta: 23:12:52 batch_cost: 0.9729 data_cost: 0.1733 ips: 49.3355 images/s [03/13 07:27:48] ppdet.engine INFO: Epoch: [137] [ 20/610] learning_rate: 0.136578 loss_vfl: 0.997346 loss_bbox: 0.439559 loss_dfl: 0.424967 loss: 1.860547 eta: 23:12:36 batch_cost: 0.8841 data_cost: 0.0003 ips: 54.2896 images/s [03/13 07:28:07] ppdet.engine INFO: Epoch: [137] [ 40/610] learning_rate: 0.136537 loss_vfl: 0.989851 loss_bbox: 0.439970 loss_dfl: 0.430575 loss: 1.863235 eta: 23:12:20 batch_cost: 0.8778 data_cost: 0.0014 ips: 54.6834 images/s [03/13 07:28:25] ppdet.engine INFO: Epoch: [137] [ 60/610] learning_rate: 0.136496 loss_vfl: 0.997369 loss_bbox: 0.449354 loss_dfl: 0.427585 loss: 1.870852 eta: 23:12:03 batch_cost: 0.8110 data_cost: 0.0009 ips: 59.1889 images/s [03/13 07:28:42] ppdet.engine INFO: Epoch: [137] [ 80/610] learning_rate: 0.136456 loss_vfl: 0.984067 loss_bbox: 0.424420 loss_dfl: 0.415261 loss: 1.826455 eta: 23:11:44 batch_cost: 0.7469 data_cost: 0.0043 ips: 64.2631 images/s [03/13 07:29:01] ppdet.engine INFO: Epoch: [137] [100/610] learning_rate: 0.136415 loss_vfl: 0.984892 loss_bbox: 0.423324 loss_dfl: 0.413005 loss: 1.820980 eta: 23:11:27 batch_cost: 0.8226 data_cost: 0.0009 ips: 58.3498 images/s [03/13 07:29:19] ppdet.engine INFO: Epoch: [137] [120/610] learning_rate: 0.136374 loss_vfl: 0.926687 loss_bbox: 0.431981 loss_dfl: 0.402413 loss: 1.755208 eta: 23:11:10 batch_cost: 0.8458 data_cost: 0.0009 ips: 56.7507 images/s [03/13 07:29:37] ppdet.engine INFO: Epoch: [137] [140/610] learning_rate: 0.136333 loss_vfl: 0.990077 loss_bbox: 0.440713 loss_dfl: 0.428873 loss: 1.867542 eta: 23:10:51 batch_cost: 0.7562 data_cost: 0.0003 ips: 63.4785 images/s [03/13 07:29:54] ppdet.engine INFO: Epoch: [137] [160/610] learning_rate: 0.136292 loss_vfl: 0.973402 loss_bbox: 0.444904 loss_dfl: 0.415429 loss: 1.840980 eta: 23:10:33 batch_cost: 0.7913 data_cost: 0.0003 ips: 60.6563 images/s [03/13 07:30:12] ppdet.engine INFO: Epoch: [137] [180/610] learning_rate: 0.136251 loss_vfl: 1.035036 loss_bbox: 0.471507 loss_dfl: 0.456069 loss: 1.969388 eta: 23:10:15 batch_cost: 0.7791 data_cost: 0.0004 ips: 61.6134 images/s [03/13 07:30:31] ppdet.engine INFO: Epoch: [137] [200/610] learning_rate: 0.136210 loss_vfl: 0.959766 loss_bbox: 0.420748 loss_dfl: 0.406169 loss: 1.790613 eta: 23:09:57 batch_cost: 0.8027 data_cost: 0.0004 ips: 59.7973 images/s [03/13 07:30:48] ppdet.engine INFO: Epoch: [137] [220/610] learning_rate: 0.136169 loss_vfl: 0.941257 loss_bbox: 0.418918 loss_dfl: 0.401054 loss: 1.761687 eta: 23:09:39 batch_cost: 0.7838 data_cost: 0.0004 ips: 61.2371 images/s [03/13 07:31:06] ppdet.engine INFO: Epoch: [137] [240/610] learning_rate: 0.136128 loss_vfl: 0.982330 loss_bbox: 0.425568 loss_dfl: 0.408767 loss: 1.806359 eta: 23:09:21 batch_cost: 0.8065 data_cost: 0.0003 ips: 59.5157 images/s [03/13 07:31:24] ppdet.engine INFO: Epoch: [137] [260/610] learning_rate: 0.136088 loss_vfl: 0.979770 loss_bbox: 0.455504 loss_dfl: 0.426898 loss: 1.846783 eta: 23:09:04 batch_cost: 0.7942 data_cost: 0.0003 ips: 60.4406 images/s [03/13 07:31:42] ppdet.engine INFO: Epoch: [137] [280/610] learning_rate: 0.136047 loss_vfl: 1.009388 loss_bbox: 0.446011 loss_dfl: 0.430239 loss: 1.885191 eta: 23:08:45 batch_cost: 0.7783 data_cost: 0.0003 ips: 61.6749 images/s [03/13 07:31:59] ppdet.engine INFO: Epoch: [137] [300/610] learning_rate: 0.136006 loss_vfl: 0.969127 loss_bbox: 0.434012 loss_dfl: 0.413944 loss: 1.813101 eta: 23:08:27 batch_cost: 0.7867 data_cost: 0.0003 ips: 61.0176 images/s [03/13 07:32:17] ppdet.engine INFO: Epoch: [137] [320/610] learning_rate: 0.135965 loss_vfl: 0.992745 loss_bbox: 0.454636 loss_dfl: 0.430765 loss: 1.884090 eta: 23:08:08 batch_cost: 0.7536 data_cost: 0.0003 ips: 63.6919 images/s [03/13 07:32:35] ppdet.engine INFO: Epoch: [137] [340/610] learning_rate: 0.135924 loss_vfl: 0.963688 loss_bbox: 0.431115 loss_dfl: 0.418026 loss: 1.790498 eta: 23:07:50 batch_cost: 0.7684 data_cost: 0.0003 ips: 62.4699 images/s [03/13 07:32:53] ppdet.engine INFO: Epoch: [137] [360/610] learning_rate: 0.135883 loss_vfl: 1.022010 loss_bbox: 0.451260 loss_dfl: 0.426724 loss: 1.904464 eta: 23:07:32 batch_cost: 0.8127 data_cost: 0.0003 ips: 59.0647 images/s [03/13 07:33:11] ppdet.engine INFO: Epoch: [137] [380/610] learning_rate: 0.135842 loss_vfl: 0.963855 loss_bbox: 0.441975 loss_dfl: 0.408679 loss: 1.827472 eta: 23:07:15 batch_cost: 0.8054 data_cost: 0.0059 ips: 59.5972 images/s [03/13 07:33:29] ppdet.engine INFO: Epoch: [137] [400/610] learning_rate: 0.135801 loss_vfl: 0.955665 loss_bbox: 0.421844 loss_dfl: 0.411675 loss: 1.786236 eta: 23:06:56 batch_cost: 0.7677 data_cost: 0.0003 ips: 62.5244 images/s [03/13 07:33:46] ppdet.engine INFO: Epoch: [137] [420/610] learning_rate: 0.135760 loss_vfl: 0.985825 loss_bbox: 0.443689 loss_dfl: 0.425199 loss: 1.848735 eta: 23:06:37 batch_cost: 0.7566 data_cost: 0.0003 ips: 63.4448 images/s [03/13 07:34:04] ppdet.engine INFO: Epoch: [137] [440/610] learning_rate: 0.135719 loss_vfl: 0.975532 loss_bbox: 0.427598 loss_dfl: 0.419181 loss: 1.851536 eta: 23:06:20 batch_cost: 0.7955 data_cost: 0.0003 ips: 60.3395 images/s [03/13 07:34:22] ppdet.engine INFO: Epoch: [137] [460/610] learning_rate: 0.135678 loss_vfl: 0.978054 loss_bbox: 0.420268 loss_dfl: 0.411374 loss: 1.797514 eta: 23:06:01 batch_cost: 0.7818 data_cost: 0.0003 ips: 61.3962 images/s [03/13 07:34:40] ppdet.engine INFO: Epoch: [137] [480/610] learning_rate: 0.135638 loss_vfl: 1.014802 loss_bbox: 0.450558 loss_dfl: 0.430010 loss: 1.897780 eta: 23:05:44 batch_cost: 0.8016 data_cost: 0.0003 ips: 59.8839 images/s [03/13 07:34:57] ppdet.engine INFO: Epoch: [137] [500/610] learning_rate: 0.135597 loss_vfl: 1.021340 loss_bbox: 0.468144 loss_dfl: 0.439286 loss: 1.935710 eta: 23:05:26 batch_cost: 0.8056 data_cost: 0.0003 ips: 59.5800 images/s [03/13 07:35:15] ppdet.engine INFO: Epoch: [137] [520/610] learning_rate: 0.135556 loss_vfl: 0.995475 loss_bbox: 0.442691 loss_dfl: 0.425638 loss: 1.856643 eta: 23:05:08 batch_cost: 0.7676 data_cost: 0.0003 ips: 62.5327 images/s [03/13 07:35:33] ppdet.engine INFO: Epoch: [137] [540/610] learning_rate: 0.135515 loss_vfl: 0.998685 loss_bbox: 0.436866 loss_dfl: 0.420364 loss: 1.877351 eta: 23:04:50 batch_cost: 0.8058 data_cost: 0.0003 ips: 59.5712 images/s [03/13 07:35:51] ppdet.engine INFO: Epoch: [137] [560/610] learning_rate: 0.135474 loss_vfl: 0.945721 loss_bbox: 0.427953 loss_dfl: 0.403950 loss: 1.763790 eta: 23:04:31 batch_cost: 0.7544 data_cost: 0.0007 ips: 63.6248 images/s [03/13 07:36:09] ppdet.engine INFO: Epoch: [137] [580/610] learning_rate: 0.135433 loss_vfl: 1.004600 loss_bbox: 0.431022 loss_dfl: 0.417659 loss: 1.860842 eta: 23:04:14 batch_cost: 0.8196 data_cost: 0.0003 ips: 58.5644 images/s [03/13 07:36:26] ppdet.engine INFO: Epoch: [137] [600/610] learning_rate: 0.135392 loss_vfl: 0.983586 loss_bbox: 0.420870 loss_dfl: 0.410187 loss: 1.798519 eta: 23:03:56 batch_cost: 0.7849 data_cost: 0.0004 ips: 61.1526 images/s [03/13 07:36:41] ppdet.engine INFO: Epoch: [138] [ 0/610] learning_rate: 0.135372 loss_vfl: 0.990945 loss_bbox: 0.421851 loss_dfl: 0.416352 loss: 1.811826 eta: 23:03:52 batch_cost: 1.0144 data_cost: 0.2603 ips: 47.3167 images/s [03/13 07:37:03] ppdet.engine INFO: Epoch: [138] [ 20/610] learning_rate: 0.135331 loss_vfl: 0.967048 loss_bbox: 0.423115 loss_dfl: 0.406362 loss: 1.806597 eta: 23:03:38 batch_cost: 0.9335 data_cost: 0.0011 ips: 51.4181 images/s [03/13 07:37:21] ppdet.engine INFO: Epoch: [138] [ 40/610] learning_rate: 0.135290 loss_vfl: 0.998427 loss_bbox: 0.453918 loss_dfl: 0.440232 loss: 1.912036 eta: 23:03:19 batch_cost: 0.7792 data_cost: 0.0012 ips: 61.6030 images/s [03/13 07:37:39] ppdet.engine INFO: Epoch: [138] [ 60/610] learning_rate: 0.135249 loss_vfl: 0.966578 loss_bbox: 0.429235 loss_dfl: 0.414519 loss: 1.810332 eta: 23:03:01 batch_cost: 0.7648 data_cost: 0.0003 ips: 62.7614 images/s [03/13 07:37:57] ppdet.engine INFO: Epoch: [138] [ 80/610] learning_rate: 0.135208 loss_vfl: 0.973873 loss_bbox: 0.445454 loss_dfl: 0.420545 loss: 1.819335 eta: 23:02:43 batch_cost: 0.8063 data_cost: 0.0010 ips: 59.5341 images/s [03/13 07:38:16] ppdet.engine INFO: Epoch: [138] [100/610] learning_rate: 0.135167 loss_vfl: 0.923409 loss_bbox: 0.403572 loss_dfl: 0.385922 loss: 1.682193 eta: 23:02:27 batch_cost: 0.8485 data_cost: 0.0003 ips: 56.5682 images/s [03/13 07:38:33] ppdet.engine INFO: Epoch: [138] [120/610] learning_rate: 0.135126 loss_vfl: 0.980814 loss_bbox: 0.451097 loss_dfl: 0.429411 loss: 1.846257 eta: 23:02:08 batch_cost: 0.7560 data_cost: 0.0003 ips: 63.4949 images/s [03/13 07:38:51] ppdet.engine INFO: Epoch: [138] [140/610] learning_rate: 0.135085 loss_vfl: 0.974229 loss_bbox: 0.439047 loss_dfl: 0.424706 loss: 1.829976 eta: 23:01:49 batch_cost: 0.7661 data_cost: 0.0009 ips: 62.6579 images/s [03/13 07:39:09] ppdet.engine INFO: Epoch: [138] [160/610] learning_rate: 0.135044 loss_vfl: 0.933264 loss_bbox: 0.411546 loss_dfl: 0.401961 loss: 1.750198 eta: 23:01:31 batch_cost: 0.7955 data_cost: 0.0010 ips: 60.3366 images/s [03/13 07:39:27] ppdet.engine INFO: Epoch: [138] [180/610] learning_rate: 0.135003 loss_vfl: 1.008882 loss_bbox: 0.456748 loss_dfl: 0.432341 loss: 1.898655 eta: 23:01:14 batch_cost: 0.8251 data_cost: 0.0003 ips: 58.1755 images/s [03/13 07:39:44] ppdet.engine INFO: Epoch: [138] [200/610] learning_rate: 0.134962 loss_vfl: 1.012437 loss_bbox: 0.447578 loss_dfl: 0.434552 loss: 1.895463 eta: 23:00:56 batch_cost: 0.7662 data_cost: 0.0003 ips: 62.6450 images/s [03/13 07:40:03] ppdet.engine INFO: Epoch: [138] [220/610] learning_rate: 0.134921 loss_vfl: 1.005583 loss_bbox: 0.442110 loss_dfl: 0.413902 loss: 1.859076 eta: 23:00:39 batch_cost: 0.8322 data_cost: 0.0003 ips: 57.6788 images/s [03/13 07:40:21] ppdet.engine INFO: Epoch: [138] [240/610] learning_rate: 0.134880 loss_vfl: 1.027846 loss_bbox: 0.460689 loss_dfl: 0.447377 loss: 1.956024 eta: 23:00:22 batch_cost: 0.8333 data_cost: 0.0003 ips: 57.6034 images/s [03/13 07:40:39] ppdet.engine INFO: Epoch: [138] [260/610] learning_rate: 0.134839 loss_vfl: 1.002935 loss_bbox: 0.429200 loss_dfl: 0.427200 loss: 1.847478 eta: 23:00:05 batch_cost: 0.8357 data_cost: 0.0003 ips: 57.4351 images/s [03/13 07:40:57] ppdet.engine INFO: Epoch: [138] [280/610] learning_rate: 0.134798 loss_vfl: 0.959816 loss_bbox: 0.413655 loss_dfl: 0.405117 loss: 1.784068 eta: 22:59:46 batch_cost: 0.7550 data_cost: 0.0003 ips: 63.5751 images/s [03/13 07:41:15] ppdet.engine INFO: Epoch: [138] [300/610] learning_rate: 0.134757 loss_vfl: 1.000721 loss_bbox: 0.453233 loss_dfl: 0.433330 loss: 1.903119 eta: 22:59:28 batch_cost: 0.7972 data_cost: 0.0003 ips: 60.2084 images/s [03/13 07:41:32] ppdet.engine INFO: Epoch: [138] [320/610] learning_rate: 0.134716 loss_vfl: 0.964928 loss_bbox: 0.439101 loss_dfl: 0.417178 loss: 1.830580 eta: 22:59:10 batch_cost: 0.7778 data_cost: 0.0013 ips: 61.7127 images/s [03/13 07:41:50] ppdet.engine INFO: Epoch: [138] [340/610] learning_rate: 0.134676 loss_vfl: 0.959222 loss_bbox: 0.457481 loss_dfl: 0.418406 loss: 1.847223 eta: 22:58:52 batch_cost: 0.7839 data_cost: 0.0003 ips: 61.2302 images/s [03/13 07:42:08] ppdet.engine INFO: Epoch: [138] [360/610] learning_rate: 0.134635 loss_vfl: 1.009937 loss_bbox: 0.423404 loss_dfl: 0.410588 loss: 1.884083 eta: 22:58:35 batch_cost: 0.8179 data_cost: 0.0003 ips: 58.6869 images/s [03/13 07:42:26] ppdet.engine INFO: Epoch: [138] [380/610] learning_rate: 0.134594 loss_vfl: 0.965630 loss_bbox: 0.423751 loss_dfl: 0.396894 loss: 1.773640 eta: 22:58:17 batch_cost: 0.8088 data_cost: 0.0009 ips: 59.3448 images/s [03/13 07:42:44] ppdet.engine INFO: Epoch: [138] [400/610] learning_rate: 0.134553 loss_vfl: 0.978833 loss_bbox: 0.431988 loss_dfl: 0.409166 loss: 1.825637 eta: 22:58:00 batch_cost: 0.8404 data_cost: 0.0003 ips: 57.1188 images/s [03/13 07:43:02] ppdet.engine INFO: Epoch: [138] [420/610] learning_rate: 0.134512 loss_vfl: 0.975620 loss_bbox: 0.425548 loss_dfl: 0.414050 loss: 1.825603 eta: 22:57:42 batch_cost: 0.7656 data_cost: 0.0006 ips: 62.6987 images/s [03/13 07:43:19] ppdet.engine INFO: Epoch: [138] [440/610] learning_rate: 0.134471 loss_vfl: 0.992055 loss_bbox: 0.435966 loss_dfl: 0.414825 loss: 1.831217 eta: 22:57:23 batch_cost: 0.7597 data_cost: 0.0003 ips: 63.1798 images/s [03/13 07:43:37] ppdet.engine INFO: Epoch: [138] [460/610] learning_rate: 0.134430 loss_vfl: 1.009922 loss_bbox: 0.440511 loss_dfl: 0.410792 loss: 1.866789 eta: 22:57:06 batch_cost: 0.8366 data_cost: 0.0003 ips: 57.3749 images/s [03/13 07:43:55] ppdet.engine INFO: Epoch: [138] [480/610] learning_rate: 0.134389 loss_vfl: 0.981824 loss_bbox: 0.437973 loss_dfl: 0.422454 loss: 1.821640 eta: 22:56:48 batch_cost: 0.7852 data_cost: 0.0003 ips: 61.1331 images/s [03/13 07:44:13] ppdet.engine INFO: Epoch: [138] [500/610] learning_rate: 0.134348 loss_vfl: 1.051284 loss_bbox: 0.440787 loss_dfl: 0.440072 loss: 1.954767 eta: 22:56:30 batch_cost: 0.7785 data_cost: 0.0016 ips: 61.6594 images/s [03/13 07:44:30] ppdet.engine INFO: Epoch: [138] [520/610] learning_rate: 0.134307 loss_vfl: 0.984828 loss_bbox: 0.423282 loss_dfl: 0.415661 loss: 1.820323 eta: 22:56:12 batch_cost: 0.7790 data_cost: 0.0003 ips: 61.6169 images/s [03/13 07:44:48] ppdet.engine INFO: Epoch: [138] [540/610] learning_rate: 0.134266 loss_vfl: 0.971882 loss_bbox: 0.451891 loss_dfl: 0.418703 loss: 1.851944 eta: 22:55:54 batch_cost: 0.7891 data_cost: 0.0003 ips: 60.8253 images/s [03/13 07:45:06] ppdet.engine INFO: Epoch: [138] [560/610] learning_rate: 0.134225 loss_vfl: 0.987243 loss_bbox: 0.451952 loss_dfl: 0.427493 loss: 1.871332 eta: 22:55:36 batch_cost: 0.7986 data_cost: 0.0003 ips: 60.1073 images/s [03/13 07:45:23] ppdet.engine INFO: Epoch: [138] [580/610] learning_rate: 0.134184 loss_vfl: 1.028533 loss_bbox: 0.474389 loss_dfl: 0.432146 loss: 1.966043 eta: 22:55:16 batch_cost: 0.7179 data_cost: 0.0003 ips: 66.8638 images/s [03/13 07:45:39] ppdet.engine INFO: Epoch: [138] [600/610] learning_rate: 0.134143 loss_vfl: 0.975436 loss_bbox: 0.424508 loss_dfl: 0.408165 loss: 1.794359 eta: 22:54:57 batch_cost: 0.7450 data_cost: 0.0003 ips: 64.4263 images/s [03/13 07:45:53] ppdet.engine INFO: Epoch: [139] [ 0/610] learning_rate: 0.134122 loss_vfl: 0.990626 loss_bbox: 0.436150 loss_dfl: 0.420788 loss: 1.850570 eta: 22:54:53 batch_cost: 0.9725 data_cost: 0.2373 ips: 49.3550 images/s [03/13 07:46:12] ppdet.engine INFO: Epoch: [139] [ 20/610] learning_rate: 0.134081 loss_vfl: 0.936534 loss_bbox: 0.417456 loss_dfl: 0.412742 loss: 1.799066 eta: 22:54:36 batch_cost: 0.8652 data_cost: 0.0003 ips: 55.4815 images/s [03/13 07:46:31] ppdet.engine INFO: Epoch: [139] [ 40/610] learning_rate: 0.134040 loss_vfl: 0.984773 loss_bbox: 0.447287 loss_dfl: 0.432140 loss: 1.874761 eta: 22:54:19 batch_cost: 0.8246 data_cost: 0.0003 ips: 58.2117 images/s [03/13 07:46:49] ppdet.engine INFO: Epoch: [139] [ 60/610] learning_rate: 0.133999 loss_vfl: 1.022137 loss_bbox: 0.450332 loss_dfl: 0.418830 loss: 1.849205 eta: 22:54:02 batch_cost: 0.8259 data_cost: 0.0003 ips: 58.1199 images/s [03/13 07:47:06] ppdet.engine INFO: Epoch: [139] [ 80/610] learning_rate: 0.133958 loss_vfl: 0.970161 loss_bbox: 0.424021 loss_dfl: 0.408662 loss: 1.792233 eta: 22:53:44 batch_cost: 0.7664 data_cost: 0.0010 ips: 62.6329 images/s [03/13 07:47:24] ppdet.engine INFO: Epoch: [139] [100/610] learning_rate: 0.133917 loss_vfl: 0.978245 loss_bbox: 0.453004 loss_dfl: 0.428679 loss: 1.849839 eta: 22:53:25 batch_cost: 0.7717 data_cost: 0.0005 ips: 62.2011 images/s [03/13 07:47:41] ppdet.engine INFO: Epoch: [139] [120/610] learning_rate: 0.133876 loss_vfl: 0.952182 loss_bbox: 0.398140 loss_dfl: 0.403074 loss: 1.749679 eta: 22:53:07 batch_cost: 0.7605 data_cost: 0.0003 ips: 63.1161 images/s [03/13 07:48:00] ppdet.engine INFO: Epoch: [139] [140/610] learning_rate: 0.133836 loss_vfl: 0.968573 loss_bbox: 0.429426 loss_dfl: 0.412161 loss: 1.800272 eta: 22:52:50 batch_cost: 0.8337 data_cost: 0.0003 ips: 57.5736 images/s [03/13 07:48:17] ppdet.engine INFO: Epoch: [139] [160/610] learning_rate: 0.133795 loss_vfl: 0.955085 loss_bbox: 0.418415 loss_dfl: 0.412620 loss: 1.782219 eta: 22:52:31 batch_cost: 0.7759 data_cost: 0.0003 ips: 61.8609 images/s [03/13 07:48:35] ppdet.engine INFO: Epoch: [139] [180/610] learning_rate: 0.133754 loss_vfl: 1.000751 loss_bbox: 0.437322 loss_dfl: 0.422814 loss: 1.885412 eta: 22:52:14 batch_cost: 0.7970 data_cost: 0.0003 ips: 60.2268 images/s [03/13 07:48:53] ppdet.engine INFO: Epoch: [139] [200/610] learning_rate: 0.133713 loss_vfl: 0.997236 loss_bbox: 0.436553 loss_dfl: 0.430884 loss: 1.879093 eta: 22:51:56 batch_cost: 0.8131 data_cost: 0.0003 ips: 59.0356 images/s [03/13 07:49:10] ppdet.engine INFO: Epoch: [139] [220/610] learning_rate: 0.133672 loss_vfl: 1.024076 loss_bbox: 0.438821 loss_dfl: 0.435042 loss: 1.896082 eta: 22:51:38 batch_cost: 0.7831 data_cost: 0.0003 ips: 61.2929 images/s [03/13 07:49:28] ppdet.engine INFO: Epoch: [139] [240/610] learning_rate: 0.133631 loss_vfl: 0.971950 loss_bbox: 0.423265 loss_dfl: 0.422745 loss: 1.817960 eta: 22:51:20 batch_cost: 0.7962 data_cost: 0.0003 ips: 60.2864 images/s [03/13 07:49:46] ppdet.engine INFO: Epoch: [139] [260/610] learning_rate: 0.133590 loss_vfl: 0.972315 loss_bbox: 0.449860 loss_dfl: 0.424656 loss: 1.862169 eta: 22:51:02 batch_cost: 0.7870 data_cost: 0.0003 ips: 60.9877 images/s [03/13 07:50:04] ppdet.engine INFO: Epoch: [139] [280/610] learning_rate: 0.133549 loss_vfl: 0.959525 loss_bbox: 0.429825 loss_dfl: 0.411159 loss: 1.820503 eta: 22:50:45 batch_cost: 0.8191 data_cost: 0.0003 ips: 58.6033 images/s [03/13 07:50:21] ppdet.engine INFO: Epoch: [139] [300/610] learning_rate: 0.133508 loss_vfl: 1.037455 loss_bbox: 0.458803 loss_dfl: 0.426922 loss: 1.900658 eta: 22:50:26 batch_cost: 0.7505 data_cost: 0.0003 ips: 63.9534 images/s [03/13 07:50:39] ppdet.engine INFO: Epoch: [139] [320/610] learning_rate: 0.133466 loss_vfl: 0.991692 loss_bbox: 0.445670 loss_dfl: 0.434551 loss: 1.875725 eta: 22:50:08 batch_cost: 0.8052 data_cost: 0.0008 ips: 59.6109 images/s [03/13 07:50:56] ppdet.engine INFO: Epoch: [139] [340/610] learning_rate: 0.133425 loss_vfl: 1.004855 loss_bbox: 0.438151 loss_dfl: 0.427957 loss: 1.860007 eta: 22:49:51 batch_cost: 0.8016 data_cost: 0.0009 ips: 59.8780 images/s [03/13 07:51:14] ppdet.engine INFO: Epoch: [139] [360/610] learning_rate: 0.133384 loss_vfl: 0.933451 loss_bbox: 0.412035 loss_dfl: 0.400975 loss: 1.765913 eta: 22:49:33 batch_cost: 0.7875 data_cost: 0.0003 ips: 60.9537 images/s [03/13 07:51:32] ppdet.engine INFO: Epoch: [139] [380/610] learning_rate: 0.133343 loss_vfl: 0.961715 loss_bbox: 0.444227 loss_dfl: 0.421670 loss: 1.819248 eta: 22:49:15 batch_cost: 0.8150 data_cost: 0.0003 ips: 58.8958 images/s [03/13 07:51:50] ppdet.engine INFO: Epoch: [139] [400/610] learning_rate: 0.133302 loss_vfl: 1.026243 loss_bbox: 0.473679 loss_dfl: 0.446410 loss: 1.951527 eta: 22:48:58 batch_cost: 0.8014 data_cost: 0.0009 ips: 59.8986 images/s [03/13 07:52:09] ppdet.engine INFO: Epoch: [139] [420/610] learning_rate: 0.133261 loss_vfl: 0.978108 loss_bbox: 0.448747 loss_dfl: 0.417619 loss: 1.856968 eta: 22:48:40 batch_cost: 0.7837 data_cost: 0.0048 ips: 61.2502 images/s [03/13 07:52:27] ppdet.engine INFO: Epoch: [139] [440/610] learning_rate: 0.133220 loss_vfl: 1.016032 loss_bbox: 0.448651 loss_dfl: 0.432313 loss: 1.913306 eta: 22:48:22 batch_cost: 0.8113 data_cost: 0.0003 ips: 59.1650 images/s [03/13 07:52:44] ppdet.engine INFO: Epoch: [139] [460/610] learning_rate: 0.133179 loss_vfl: 0.946958 loss_bbox: 0.425586 loss_dfl: 0.413351 loss: 1.784063 eta: 22:48:04 batch_cost: 0.7595 data_cost: 0.0003 ips: 63.1964 images/s [03/13 07:53:01] ppdet.engine INFO: Epoch: [139] [480/610] learning_rate: 0.133138 loss_vfl: 0.959948 loss_bbox: 0.423223 loss_dfl: 0.394763 loss: 1.772744 eta: 22:47:45 batch_cost: 0.7830 data_cost: 0.0003 ips: 61.3015 images/s [03/13 07:53:19] ppdet.engine INFO: Epoch: [139] [500/610] learning_rate: 0.133097 loss_vfl: 1.012280 loss_bbox: 0.454151 loss_dfl: 0.433111 loss: 1.869693 eta: 22:47:27 batch_cost: 0.7729 data_cost: 0.0009 ips: 62.1069 images/s [03/13 07:53:36] ppdet.engine INFO: Epoch: [139] [520/610] learning_rate: 0.133056 loss_vfl: 1.044438 loss_bbox: 0.476373 loss_dfl: 0.445477 loss: 1.964261 eta: 22:47:09 batch_cost: 0.7731 data_cost: 0.0010 ips: 62.0906 images/s [03/13 07:53:53] ppdet.engine INFO: Epoch: [139] [540/610] learning_rate: 0.133015 loss_vfl: 1.011510 loss_bbox: 0.446124 loss_dfl: 0.431593 loss: 1.908002 eta: 22:46:50 batch_cost: 0.7465 data_cost: 0.0003 ips: 64.2981 images/s [03/13 07:54:11] ppdet.engine INFO: Epoch: [139] [560/610] learning_rate: 0.132974 loss_vfl: 0.949056 loss_bbox: 0.415128 loss_dfl: 0.390339 loss: 1.737189 eta: 22:46:33 batch_cost: 0.8316 data_cost: 0.0003 ips: 57.7171 images/s [03/13 07:54:29] ppdet.engine INFO: Epoch: [139] [580/610] learning_rate: 0.132933 loss_vfl: 0.988455 loss_bbox: 0.433574 loss_dfl: 0.425305 loss: 1.862522 eta: 22:46:15 batch_cost: 0.7958 data_cost: 0.0014 ips: 60.3143 images/s [03/13 07:54:46] ppdet.engine INFO: Epoch: [139] [600/610] learning_rate: 0.132892 loss_vfl: 0.967731 loss_bbox: 0.458100 loss_dfl: 0.423732 loss: 1.869952 eta: 22:45:56 batch_cost: 0.7503 data_cost: 0.0003 ips: 63.9785 images/s [03/13 07:54:54] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_s_416_coco [03/13 07:54:54] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_s_416_coco [03/13 07:54:54] ppdet.engine INFO: Eval iter: 0 [03/13 07:55:10] ppdet.engine INFO: Eval iter: 100 [03/13 07:55:21] ppdet.engine INFO: Eval iter: 200 [03/13 07:55:32] ppdet.engine INFO: Eval iter: 300 [03/13 07:55:42] ppdet.engine INFO: Eval iter: 400 [03/13 07:55:53] ppdet.engine INFO: Eval iter: 500 [03/13 07:56:04] ppdet.engine INFO: Eval iter: 600 [03/13 07:56:20] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json. loading annotations into memory... Done (t=0.65s) creating index... index created! [03/13 07:56:21] ppdet.metrics.coco_utils INFO: Start evaluate... Loading and preparing results... DONE (t=4.92s) creating index... index created! Running per image evaluation... Evaluate annotation type *bbox* DONE (t=95.28s). Accumulating evaluation results... DONE (t=17.91s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.301 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.442 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.320 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.106 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.315 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.493 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.274 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.440 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.470 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.192 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.528 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.723 [03/13 07:58:21] ppdet.engine INFO: Total sample number: 4952, averge FPS: 67.99861010432782 [03/13 07:58:21] ppdet.engine INFO: Best test bbox ap is 0.301. [03/13 07:58:21] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_s_416_coco [03/13 07:58:21] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_s_416_coco [03/13 07:58:22] ppdet.engine INFO: Epoch: [140] [ 0/610] learning_rate: 0.132872 loss_vfl: 0.997050 loss_bbox: 0.446585 loss_dfl: 0.419877 loss: 1.869952 eta: 22:45:45 batch_cost: 0.6743 data_cost: 0.0003 ips: 71.1891 images/s [03/13 07:58:40] ppdet.engine INFO: Epoch: [140] [ 20/610] learning_rate: 0.132831 loss_vfl: 0.971437 loss_bbox: 0.418468 loss_dfl: 0.409053 loss: 1.801816 eta: 22:45:27 batch_cost: 0.7803 data_cost: 0.0003 ips: 61.5185 images/s [03/13 07:58:59] ppdet.engine INFO: Epoch: [140] [ 40/610] learning_rate: 0.132790 loss_vfl: 1.001315 loss_bbox: 0.439680 loss_dfl: 0.423672 loss: 1.882276 eta: 22:45:10 batch_cost: 0.8396 data_cost: 0.0003 ips: 57.1692 images/s [03/13 07:59:17] ppdet.engine INFO: Epoch: [140] [ 60/610] learning_rate: 0.132749 loss_vfl: 0.977755 loss_bbox: 0.421115 loss_dfl: 0.411562 loss: 1.796605 eta: 22:44:53 batch_cost: 0.8352 data_cost: 0.0003 ips: 57.4740 images/s [03/13 07:59:34] ppdet.engine INFO: Epoch: [140] [ 80/610] learning_rate: 0.132708 loss_vfl: 0.971928 loss_bbox: 0.424450 loss_dfl: 0.411673 loss: 1.784727 eta: 22:44:34 batch_cost: 0.7399 data_cost: 0.0003 ips: 64.8730 images/s [03/13 07:59:52] ppdet.engine INFO: Epoch: [140] [100/610] learning_rate: 0.132667 loss_vfl: 0.932362 loss_bbox: 0.414510 loss_dfl: 0.399492 loss: 1.729356 eta: 22:44:16 batch_cost: 0.7661 data_cost: 0.0003 ips: 62.6526 images/s [03/13 08:00:09] ppdet.engine INFO: Epoch: [140] [120/610] learning_rate: 0.132625 loss_vfl: 0.978388 loss_bbox: 0.441073 loss_dfl: 0.424240 loss: 1.840053 eta: 22:43:57 batch_cost: 0.7610 data_cost: 0.0003 ips: 63.0715 images/s [03/13 08:00:27] ppdet.engine INFO: Epoch: [140] [140/610] learning_rate: 0.132584 loss_vfl: 1.004430 loss_bbox: 0.456482 loss_dfl: 0.431494 loss: 1.930858 eta: 22:43:39 batch_cost: 0.7841 data_cost: 0.0003 ips: 61.2198 images/s [03/13 08:00:45] ppdet.engine INFO: Epoch: [140] [160/610] learning_rate: 0.132543 loss_vfl: 1.046169 loss_bbox: 0.463148 loss_dfl: 0.446049 loss: 1.955188 eta: 22:43:22 batch_cost: 0.8227 data_cost: 0.0012 ips: 58.3447 images/s [03/13 08:01:01] ppdet.engine INFO: Epoch: [140] [180/610] learning_rate: 0.132502 loss_vfl: 0.966226 loss_bbox: 0.408585 loss_dfl: 0.409131 loss: 1.788758 eta: 22:43:02 batch_cost: 0.7069 data_cost: 0.0009 ips: 67.9011 images/s [03/13 08:01:19] ppdet.engine INFO: Epoch: [140] [200/610] learning_rate: 0.132461 loss_vfl: 1.010873 loss_bbox: 0.469649 loss_dfl: 0.437887 loss: 1.945799 eta: 22:42:43 batch_cost: 0.7430 data_cost: 0.0009 ips: 64.6067 images/s [03/13 08:01:37] ppdet.engine INFO: Epoch: [140] [220/610] learning_rate: 0.132420 loss_vfl: 1.004546 loss_bbox: 0.448810 loss_dfl: 0.428390 loss: 1.893510 eta: 22:42:25 batch_cost: 0.7634 data_cost: 0.0003 ips: 62.8763 images/s [03/13 08:01:55] ppdet.engine INFO: Epoch: [140] [240/610] learning_rate: 0.132379 loss_vfl: 1.005703 loss_bbox: 0.451724 loss_dfl: 0.432677 loss: 1.887323 eta: 22:42:07 batch_cost: 0.8134 data_cost: 0.0018 ips: 59.0116 images/s [03/13 08:02:12] ppdet.engine INFO: Epoch: [140] [260/610] learning_rate: 0.132338 loss_vfl: 1.023599 loss_bbox: 0.475717 loss_dfl: 0.445569 loss: 1.948906 eta: 22:41:50 batch_cost: 0.8081 data_cost: 0.0003 ips: 59.3950 images/s [03/13 08:02:29] ppdet.engine INFO: Epoch: [140] [280/610] learning_rate: 0.132297 loss_vfl: 0.987903 loss_bbox: 0.417607 loss_dfl: 0.405643 loss: 1.783100 eta: 22:41:31 batch_cost: 0.7592 data_cost: 0.0003 ips: 63.2206 images/s [03/13 08:02:47] ppdet.engine INFO: Epoch: [140] [300/610] learning_rate: 0.132256 loss_vfl: 0.970378 loss_bbox: 0.431038 loss_dfl: 0.422139 loss: 1.845138 eta: 22:41:14 batch_cost: 0.8139 data_cost: 0.0003 ips: 58.9760 images/s [03/13 08:03:06] ppdet.engine INFO: Epoch: [140] [320/610] learning_rate: 0.132215 loss_vfl: 1.028689 loss_bbox: 0.458825 loss_dfl: 0.442324 loss: 1.924804 eta: 22:40:57 batch_cost: 0.8189 data_cost: 0.0009 ips: 58.6182 images/s [03/13 08:03:24] ppdet.engine INFO: Epoch: [140] [340/610] learning_rate: 0.132174 loss_vfl: 0.950839 loss_bbox: 0.420972 loss_dfl: 0.387297 loss: 1.754935 eta: 22:40:39 batch_cost: 0.8240 data_cost: 0.0003 ips: 58.2496 images/s [03/13 08:03:43] ppdet.engine INFO: Epoch: [140] [360/610] learning_rate: 0.132133 loss_vfl: 0.996642 loss_bbox: 0.454059 loss_dfl: 0.434865 loss: 1.911428 eta: 22:40:22 batch_cost: 0.8111 data_cost: 0.0003 ips: 59.1758 images/s [03/13 08:04:00] ppdet.engine INFO: Epoch: [140] [380/610] learning_rate: 0.132092 loss_vfl: 0.990629 loss_bbox: 0.428045 loss_dfl: 0.420331 loss: 1.841428 eta: 22:40:04 batch_cost: 0.7713 data_cost: 0.0008 ips: 62.2296 images/s [03/13 08:04:18] ppdet.engine INFO: Epoch: [140] [400/610] learning_rate: 0.132051 loss_vfl: 0.953949 loss_bbox: 0.413203 loss_dfl: 0.399433 loss: 1.752780 eta: 22:39:47 batch_cost: 0.8360 data_cost: 0.0003 ips: 57.4174 images/s [03/13 08:04:36] ppdet.engine INFO: Epoch: [140] [420/610] learning_rate: 0.132010 loss_vfl: 0.911567 loss_bbox: 0.409444 loss_dfl: 0.401459 loss: 1.723431 eta: 22:39:29 batch_cost: 0.7784 data_cost: 0.0015 ips: 61.6630 images/s [03/13 08:04:54] ppdet.engine INFO: Epoch: [140] [440/610] learning_rate: 0.131969 loss_vfl: 0.974608 loss_bbox: 0.421055 loss_dfl: 0.410771 loss: 1.809127 eta: 22:39:11 batch_cost: 0.7798 data_cost: 0.0011 ips: 61.5557 images/s [03/13 08:05:12] ppdet.engine INFO: Epoch: [140] [460/610] learning_rate: 0.131928 loss_vfl: 0.952682 loss_bbox: 0.442417 loss_dfl: 0.415626 loss: 1.832676 eta: 22:38:53 batch_cost: 0.7979 data_cost: 0.0010 ips: 60.1558 images/s [03/13 08:05:30] ppdet.engine INFO: Epoch: [140] [480/610] learning_rate: 0.131887 loss_vfl: 0.966266 loss_bbox: 0.443317 loss_dfl: 0.425879 loss: 1.855761 eta: 22:38:35 batch_cost: 0.7751 data_cost: 0.0003 ips: 61.9292 images/s [03/13 08:05:47] ppdet.engine INFO: Epoch: [140] [500/610] learning_rate: 0.131845 loss_vfl: 0.977152 loss_bbox: 0.435374 loss_dfl: 0.426148 loss: 1.847926 eta: 22:38:16 batch_cost: 0.7786 data_cost: 0.0003 ips: 61.6499 images/s [03/13 08:06:05] ppdet.engine INFO: Epoch: [140] [520/610] learning_rate: 0.131804 loss_vfl: 0.954138 loss_bbox: 0.433688 loss_dfl: 0.397269 loss: 1.776327 eta: 22:37:58 batch_cost: 0.7589 data_cost: 0.0003 ips: 63.2472 images/s [03/13 08:06:22] ppdet.engine INFO: Epoch: [140] [540/610] learning_rate: 0.131763 loss_vfl: 0.958786 loss_bbox: 0.421870 loss_dfl: 0.412559 loss: 1.797895 eta: 22:37:39 batch_cost: 0.7631 data_cost: 0.0003 ips: 62.9007 images/s [03/13 08:06:39] ppdet.engine INFO: Epoch: [140] [560/610] learning_rate: 0.131722 loss_vfl: 0.972333 loss_bbox: 0.438731 loss_dfl: 0.420295 loss: 1.836574 eta: 22:37:21 batch_cost: 0.7675 data_cost: 0.0003 ips: 62.5378 images/s [03/13 08:06:57] ppdet.engine INFO: Epoch: [140] [580/610] learning_rate: 0.131681 loss_vfl: 0.962350 loss_bbox: 0.413517 loss_dfl: 0.405107 loss: 1.775688 eta: 22:37:02 batch_cost: 0.7518 data_cost: 0.0003 ips: 63.8473 images/s [03/13 08:07:14] ppdet.engine INFO: Epoch: [140] [600/610] learning_rate: 0.131640 loss_vfl: 0.937555 loss_bbox: 0.395198 loss_dfl: 0.394094 loss: 1.739344 eta: 22:36:43 batch_cost: 0.7551 data_cost: 0.0003 ips: 63.5659 images/s [03/13 08:07:29] ppdet.engine INFO: Epoch: [141] [ 0/610] learning_rate: 0.131620 loss_vfl: 0.934511 loss_bbox: 0.396119 loss_dfl: 0.395380 loss: 1.711943 eta: 22:36:40 batch_cost: 1.0110 data_cost: 0.1419 ips: 47.4763 images/s [03/13 08:07:47] ppdet.engine INFO: Epoch: [141] [ 20/610] learning_rate: 0.131579 loss_vfl: 0.983796 loss_bbox: 0.446527 loss_dfl: 0.430296 loss: 1.845927 eta: 22:36:22 batch_cost: 0.7869 data_cost: 0.0009 ips: 60.9993 images/s [03/13 08:08:06] ppdet.engine INFO: Epoch: [141] [ 40/610] learning_rate: 0.131537 loss_vfl: 1.022706 loss_bbox: 0.458116 loss_dfl: 0.429843 loss: 1.902890 eta: 22:36:05 batch_cost: 0.8212 data_cost: 0.0002 ips: 58.4497 images/s [03/13 08:08:23] ppdet.engine INFO: Epoch: [141] [ 60/610] learning_rate: 0.131496 loss_vfl: 0.925796 loss_bbox: 0.409560 loss_dfl: 0.402859 loss: 1.730345 eta: 22:35:47 batch_cost: 0.7895 data_cost: 0.0030 ips: 60.7987 images/s [03/13 08:08:41] ppdet.engine INFO: Epoch: [141] [ 80/610] learning_rate: 0.131455 loss_vfl: 1.003140 loss_bbox: 0.429918 loss_dfl: 0.415262 loss: 1.862975 eta: 22:35:29 batch_cost: 0.7956 data_cost: 0.0009 ips: 60.3315 images/s [03/13 08:08:59] ppdet.engine INFO: Epoch: [141] [100/610] learning_rate: 0.131414 loss_vfl: 0.984965 loss_bbox: 0.428527 loss_dfl: 0.410253 loss: 1.806469 eta: 22:35:11 batch_cost: 0.7985 data_cost: 0.0003 ips: 60.1161 images/s [03/13 08:09:17] ppdet.engine INFO: Epoch: [141] [120/610] learning_rate: 0.131373 loss_vfl: 0.991289 loss_bbox: 0.447581 loss_dfl: 0.425447 loss: 1.890116 eta: 22:34:53 batch_cost: 0.7895 data_cost: 0.0003 ips: 60.7995 images/s [03/13 08:09:35] ppdet.engine INFO: Epoch: [141] [140/610] learning_rate: 0.131332 loss_vfl: 1.009770 loss_bbox: 0.442720 loss_dfl: 0.442941 loss: 1.902356 eta: 22:34:36 batch_cost: 0.7944 data_cost: 0.0003 ips: 60.4257 images/s [03/13 08:09:53] ppdet.engine INFO: Epoch: [141] [160/610] learning_rate: 0.131291 loss_vfl: 0.961266 loss_bbox: 0.429327 loss_dfl: 0.410901 loss: 1.809844 eta: 22:34:18 batch_cost: 0.7980 data_cost: 0.0003 ips: 60.1512 images/s [03/13 08:10:11] ppdet.engine INFO: Epoch: [141] [180/610] learning_rate: 0.131250 loss_vfl: 0.958059 loss_bbox: 0.419696 loss_dfl: 0.412412 loss: 1.784131 eta: 22:34:01 batch_cost: 0.8330 data_cost: 0.0009 ips: 57.6247 images/s [03/13 08:10:29] ppdet.engine INFO: Epoch: [141] [200/610] learning_rate: 0.131209 loss_vfl: 0.973603 loss_bbox: 0.451966 loss_dfl: 0.434718 loss: 1.893084 eta: 22:33:43 batch_cost: 0.7786 data_cost: 0.0036 ips: 61.6518 images/s [03/13 08:10:47] ppdet.engine INFO: Epoch: [141] [220/610] learning_rate: 0.131168 loss_vfl: 0.943921 loss_bbox: 0.444566 loss_dfl: 0.408863 loss: 1.789021 eta: 22:33:25 batch_cost: 0.7768 data_cost: 0.0008 ips: 61.7942 images/s [03/13 08:11:05] ppdet.engine INFO: Epoch: [141] [240/610] learning_rate: 0.131127 loss_vfl: 1.004636 loss_bbox: 0.444944 loss_dfl: 0.425649 loss: 1.857022 eta: 22:33:07 batch_cost: 0.8131 data_cost: 0.0009 ips: 59.0348 images/s [03/13 08:11:23] ppdet.engine INFO: Epoch: [141] [260/610] learning_rate: 0.131085 loss_vfl: 0.966777 loss_bbox: 0.403511 loss_dfl: 0.400422 loss: 1.771370 eta: 22:32:50 batch_cost: 0.8051 data_cost: 0.0003 ips: 59.6193 images/s [03/13 08:11:41] ppdet.engine INFO: Epoch: [141] [280/610] learning_rate: 0.131044 loss_vfl: 1.009749 loss_bbox: 0.433249 loss_dfl: 0.421408 loss: 1.855126 eta: 22:32:33 batch_cost: 0.8218 data_cost: 0.0003 ips: 58.4064 images/s [03/13 08:11:59] ppdet.engine INFO: Epoch: [141] [300/610] learning_rate: 0.131003 loss_vfl: 1.003743 loss_bbox: 0.439032 loss_dfl: 0.431984 loss: 1.892292 eta: 22:32:15 batch_cost: 0.7922 data_cost: 0.0004 ips: 60.5877 images/s [03/13 08:12:17] ppdet.engine INFO: Epoch: [141] [320/610] learning_rate: 0.130962 loss_vfl: 1.005260 loss_bbox: 0.435635 loss_dfl: 0.417608 loss: 1.852156 eta: 22:31:57 batch_cost: 0.8143 data_cost: 0.0003 ips: 58.9437 images/s [03/13 08:12:35] ppdet.engine INFO: Epoch: [141] [340/610] learning_rate: 0.130921 loss_vfl: 0.974928 loss_bbox: 0.421948 loss_dfl: 0.409429 loss: 1.798041 eta: 22:31:39 batch_cost: 0.7668 data_cost: 0.0003 ips: 62.6006 images/s [03/13 08:12:54] ppdet.engine INFO: Epoch: [141] [360/610] learning_rate: 0.130880 loss_vfl: 0.980384 loss_bbox: 0.417708 loss_dfl: 0.406794 loss: 1.805623 eta: 22:31:22 batch_cost: 0.8270 data_cost: 0.0009 ips: 58.0426 images/s [03/13 08:13:12] ppdet.engine INFO: Epoch: [141] [380/610] learning_rate: 0.130839 loss_vfl: 0.939653 loss_bbox: 0.416162 loss_dfl: 0.403654 loss: 1.769839 eta: 22:31:04 batch_cost: 0.7942 data_cost: 0.0003 ips: 60.4405 images/s [03/13 08:13:30] ppdet.engine INFO: Epoch: [141] [400/610] learning_rate: 0.130798 loss_vfl: 0.985147 loss_bbox: 0.444622 loss_dfl: 0.425465 loss: 1.859190 eta: 22:30:47 batch_cost: 0.8261 data_cost: 0.0003 ips: 58.1055 images/s [03/13 08:13:47] ppdet.engine INFO: Epoch: [141] [420/610] learning_rate: 0.130757 loss_vfl: 0.955086 loss_bbox: 0.424921 loss_dfl: 0.421303 loss: 1.821197 eta: 22:30:28 batch_cost: 0.7458 data_cost: 0.0003 ips: 64.3574 images/s [03/13 08:14:05] ppdet.engine INFO: Epoch: [141] [440/610] learning_rate: 0.130716 loss_vfl: 0.935033 loss_bbox: 0.412849 loss_dfl: 0.420535 loss: 1.788541 eta: 22:30:11 batch_cost: 0.7976 data_cost: 0.0009 ips: 60.1770 images/s [03/13 08:14:24] ppdet.engine INFO: Epoch: [141] [460/610] learning_rate: 0.130675 loss_vfl: 0.955925 loss_bbox: 0.403030 loss_dfl: 0.392019 loss: 1.720488 eta: 22:29:54 batch_cost: 0.8410 data_cost: 0.0003 ips: 57.0757 images/s [03/13 08:14:42] ppdet.engine INFO: Epoch: [141] [480/610] learning_rate: 0.130633 loss_vfl: 0.993934 loss_bbox: 0.441055 loss_dfl: 0.418954 loss: 1.867901 eta: 22:29:37 batch_cost: 0.8231 data_cost: 0.0003 ips: 58.3170 images/s [03/13 08:15:01] ppdet.engine INFO: Epoch: [141] [500/610] learning_rate: 0.130592 loss_vfl: 1.009458 loss_bbox: 0.431999 loss_dfl: 0.427356 loss: 1.871393 eta: 22:29:20 batch_cost: 0.8440 data_cost: 0.0003 ips: 56.8732 images/s [03/13 08:15:18] ppdet.engine INFO: Epoch: [141] [520/610] learning_rate: 0.130551 loss_vfl: 1.029994 loss_bbox: 0.466432 loss_dfl: 0.442831 loss: 1.940262 eta: 22:29:02 batch_cost: 0.7646 data_cost: 0.0016 ips: 62.7773 images/s [03/13 08:15:35] ppdet.engine INFO: Epoch: [141] [540/610] learning_rate: 0.130510 loss_vfl: 0.912401 loss_bbox: 0.397236 loss_dfl: 0.392301 loss: 1.688217 eta: 22:28:43 batch_cost: 0.7528 data_cost: 0.0010 ips: 63.7604 images/s [03/13 08:15:52] ppdet.engine INFO: Epoch: [141] [560/610] learning_rate: 0.130469 loss_vfl: 0.992300 loss_bbox: 0.446114 loss_dfl: 0.429061 loss: 1.881163 eta: 22:28:24 batch_cost: 0.7634 data_cost: 0.0010 ips: 62.8806 images/s [03/13 08:16:10] ppdet.engine INFO: Epoch: [141] [580/610] learning_rate: 0.130428 loss_vfl: 0.981656 loss_bbox: 0.437332 loss_dfl: 0.426313 loss: 1.844713 eta: 22:28:06 batch_cost: 0.7701 data_cost: 0.0010 ips: 62.3259 images/s [03/13 08:16:28] ppdet.engine INFO: Epoch: [141] [600/610] learning_rate: 0.130387 loss_vfl: 0.956954 loss_bbox: 0.425577 loss_dfl: 0.410260 loss: 1.828160 eta: 22:27:49 batch_cost: 0.8082 data_cost: 0.0004 ips: 59.3895 images/s [03/13 08:16:42] ppdet.engine INFO: Epoch: [142] [ 0/610] learning_rate: 0.130366 loss_vfl: 0.902728 loss_bbox: 0.378748 loss_dfl: 0.383412 loss: 1.649144 eta: 22:27:44 batch_cost: 0.9804 data_cost: 0.2699 ips: 48.9599 images/s [03/13 08:17:03] ppdet.engine INFO: Epoch: [142] [ 20/610] learning_rate: 0.130325 loss_vfl: 0.953480 loss_bbox: 0.429287 loss_dfl: 0.426295 loss: 1.813243 eta: 22:27:28 batch_cost: 0.8987 data_cost: 0.0003 ips: 53.4081 images/s [03/13 08:17:21] ppdet.engine INFO: Epoch: [142] [ 40/610] learning_rate: 0.130284 loss_vfl: 0.958413 loss_bbox: 0.440541 loss_dfl: 0.425863 loss: 1.828988 eta: 22:27:10 batch_cost: 0.7824 data_cost: 0.0011 ips: 61.3469 images/s [03/13 08:17:40] ppdet.engine INFO: Epoch: [142] [ 60/610] learning_rate: 0.130243 loss_vfl: 1.025332 loss_bbox: 0.461007 loss_dfl: 0.439895 loss: 1.901560 eta: 22:26:54 batch_cost: 0.8466 data_cost: 0.0003 ips: 56.6981 images/s [03/13 08:17:58] ppdet.engine INFO: Epoch: [142] [ 80/610] learning_rate: 0.130202 loss_vfl: 0.963992 loss_bbox: 0.444876 loss_dfl: 0.415652 loss: 1.832906 eta: 22:26:36 batch_cost: 0.7770 data_cost: 0.0003 ips: 61.7725 images/s [03/13 08:18:16] ppdet.engine INFO: Epoch: [142] [100/610] learning_rate: 0.130161 loss_vfl: 0.993553 loss_bbox: 0.437424 loss_dfl: 0.427791 loss: 1.843080 eta: 22:26:18 batch_cost: 0.8048 data_cost: 0.0020 ips: 59.6414 images/s [03/13 08:18:35] ppdet.engine INFO: Epoch: [142] [120/610] learning_rate: 0.130119 loss_vfl: 1.001504 loss_bbox: 0.448849 loss_dfl: 0.431426 loss: 1.921818 eta: 22:26:01 batch_cost: 0.8129 data_cost: 0.0003 ips: 59.0487 images/s [03/13 08:18:52] ppdet.engine INFO: Epoch: [142] [140/610] learning_rate: 0.130078 loss_vfl: 0.958245 loss_bbox: 0.419739 loss_dfl: 0.392034 loss: 1.792237 eta: 22:25:43 batch_cost: 0.7789 data_cost: 0.0003 ips: 61.6281 images/s [03/13 08:19:11] ppdet.engine INFO: Epoch: [142] [160/610] learning_rate: 0.130037 loss_vfl: 0.998049 loss_bbox: 0.439182 loss_dfl: 0.426530 loss: 1.854991 eta: 22:25:26 batch_cost: 0.8344 data_cost: 0.0003 ips: 57.5246 images/s [03/13 08:19:29] ppdet.engine INFO: Epoch: [142] [180/610] learning_rate: 0.129996 loss_vfl: 0.926746 loss_bbox: 0.417481 loss_dfl: 0.400930 loss: 1.721511 eta: 22:25:07 batch_cost: 0.7548 data_cost: 0.0003 ips: 63.5931 images/s [03/13 08:19:47] ppdet.engine INFO: Epoch: [142] [200/610] learning_rate: 0.129955 loss_vfl: 0.984903 loss_bbox: 0.427145 loss_dfl: 0.411397 loss: 1.809878 eta: 22:24:49 batch_cost: 0.8017 data_cost: 0.0003 ips: 59.8724 images/s [03/13 08:20:05] ppdet.engine INFO: Epoch: [142] [220/610] learning_rate: 0.129914 loss_vfl: 0.997023 loss_bbox: 0.449641 loss_dfl: 0.433539 loss: 1.868102 eta: 22:24:31 batch_cost: 0.7591 data_cost: 0.0003 ips: 63.2368 images/s [03/13 08:20:23] ppdet.engine INFO: Epoch: [142] [240/610] learning_rate: 0.129873 loss_vfl: 0.979810 loss_bbox: 0.431066 loss_dfl: 0.427932 loss: 1.817468 eta: 22:24:13 batch_cost: 0.7783 data_cost: 0.0003 ips: 61.6758 images/s [03/13 08:20:41] ppdet.engine INFO: Epoch: [142] [260/610] learning_rate: 0.129832 loss_vfl: 0.982392 loss_bbox: 0.452774 loss_dfl: 0.430670 loss: 1.869998 eta: 22:23:56 batch_cost: 0.8315 data_cost: 0.0010 ips: 57.7259 images/s [03/13 08:20:59] ppdet.engine INFO: Epoch: [142] [280/610] learning_rate: 0.129790 loss_vfl: 0.966897 loss_bbox: 0.429152 loss_dfl: 0.414227 loss: 1.807654 eta: 22:23:38 batch_cost: 0.8002 data_cost: 0.0003 ips: 59.9841 images/s [03/13 08:21:17] ppdet.engine INFO: Epoch: [142] [300/610] learning_rate: 0.129749 loss_vfl: 0.967764 loss_bbox: 0.403791 loss_dfl: 0.418788 loss: 1.799117 eta: 22:23:20 batch_cost: 0.7668 data_cost: 0.0003 ips: 62.6010 images/s [03/13 08:21:34] ppdet.engine INFO: Epoch: [142] [320/610] learning_rate: 0.129708 loss_vfl: 0.963880 loss_bbox: 0.433700 loss_dfl: 0.413786 loss: 1.812777 eta: 22:23:01 batch_cost: 0.7489 data_cost: 0.0015 ips: 64.0913 images/s [03/13 08:21:51] ppdet.engine INFO: Epoch: [142] [340/610] learning_rate: 0.129667 loss_vfl: 1.009995 loss_bbox: 0.453719 loss_dfl: 0.440315 loss: 1.912146 eta: 22:22:43 batch_cost: 0.7867 data_cost: 0.0003 ips: 61.0164 images/s [03/13 08:22:10] ppdet.engine INFO: Epoch: [142] [360/610] learning_rate: 0.129626 loss_vfl: 0.964764 loss_bbox: 0.446999 loss_dfl: 0.422016 loss: 1.830754 eta: 22:22:27 batch_cost: 0.8472 data_cost: 0.0003 ips: 56.6545 images/s [03/13 08:22:28] ppdet.engine INFO: Epoch: [142] [380/610] learning_rate: 0.129585 loss_vfl: 0.958160 loss_bbox: 0.418978 loss_dfl: 0.406564 loss: 1.782540 eta: 22:22:09 batch_cost: 0.7893 data_cost: 0.0016 ips: 60.8131 images/s [03/13 08:22:46] ppdet.engine INFO: Epoch: [142] [400/610] learning_rate: 0.129544 loss_vfl: 0.991344 loss_bbox: 0.432445 loss_dfl: 0.418966 loss: 1.831032 eta: 22:21:50 batch_cost: 0.7351 data_cost: 0.0003 ips: 65.2962 images/s [03/13 08:23:04] ppdet.engine INFO: Epoch: [142] [420/610] learning_rate: 0.129503 loss_vfl: 0.960477 loss_bbox: 0.413995 loss_dfl: 0.405584 loss: 1.755905 eta: 22:21:31 batch_cost: 0.7419 data_cost: 0.0003 ips: 64.7027 images/s [03/13 08:23:22] ppdet.engine INFO: Epoch: [142] [440/610] learning_rate: 0.129461 loss_vfl: 0.922819 loss_bbox: 0.429602 loss_dfl: 0.406802 loss: 1.774081 eta: 22:21:13 batch_cost: 0.8023 data_cost: 0.0003 ips: 59.8315 images/s [03/13 08:23:39] ppdet.engine INFO: Epoch: [142] [460/610] learning_rate: 0.129420 loss_vfl: 0.975814 loss_bbox: 0.433046 loss_dfl: 0.418206 loss: 1.827892 eta: 22:20:55 batch_cost: 0.7616 data_cost: 0.0003 ips: 63.0269 images/s [03/13 08:23:56] ppdet.engine INFO: Epoch: [142] [480/610] learning_rate: 0.129379 loss_vfl: 0.981302 loss_bbox: 0.436272 loss_dfl: 0.430644 loss: 1.848517 eta: 22:20:37 batch_cost: 0.7893 data_cost: 0.0003 ips: 60.8100 images/s [03/13 08:24:14] ppdet.engine INFO: Epoch: [142] [500/610] learning_rate: 0.129338 loss_vfl: 0.994170 loss_bbox: 0.425393 loss_dfl: 0.420894 loss: 1.881280 eta: 22:20:18 batch_cost: 0.7688 data_cost: 0.0016 ips: 62.4331 images/s [03/13 08:24:32] ppdet.engine INFO: Epoch: [142] [520/610] learning_rate: 0.129297 loss_vfl: 1.029055 loss_bbox: 0.459655 loss_dfl: 0.436018 loss: 1.932748 eta: 22:20:01 batch_cost: 0.7963 data_cost: 0.0003 ips: 60.2782 images/s [03/13 08:24:49] ppdet.engine INFO: Epoch: [142] [540/610] learning_rate: 0.129256 loss_vfl: 0.941234 loss_bbox: 0.431287 loss_dfl: 0.418946 loss: 1.809927 eta: 22:19:42 batch_cost: 0.7611 data_cost: 0.0009 ips: 63.0652 images/s [03/13 08:25:06] ppdet.engine INFO: Epoch: [142] [560/610] learning_rate: 0.129215 loss_vfl: 0.998889 loss_bbox: 0.422887 loss_dfl: 0.415294 loss: 1.816885 eta: 22:19:23 batch_cost: 0.7258 data_cost: 0.0013 ips: 66.1339 images/s [03/13 08:25:25] ppdet.engine INFO: Epoch: [142] [580/610] learning_rate: 0.129173 loss_vfl: 1.008845 loss_bbox: 0.442648 loss_dfl: 0.424172 loss: 1.877200 eta: 22:19:06 batch_cost: 0.8288 data_cost: 0.0003 ips: 57.9171 images/s [03/13 08:25:43] ppdet.engine INFO: Epoch: [142] [600/610] learning_rate: 0.129132 loss_vfl: 0.948274 loss_bbox: 0.441446 loss_dfl: 0.405534 loss: 1.778804 eta: 22:18:49 batch_cost: 0.8091 data_cost: 0.0003 ips: 59.3242 images/s [03/13 08:25:57] ppdet.engine INFO: Epoch: [143] [ 0/610] learning_rate: 0.129112 loss_vfl: 0.963314 loss_bbox: 0.438966 loss_dfl: 0.417501 loss: 1.811560 eta: 22:18:45 batch_cost: 1.0055 data_cost: 0.2541 ips: 47.7367 images/s [03/13 08:26:16] ppdet.engine INFO: Epoch: [143] [ 20/610] learning_rate: 0.129070 loss_vfl: 0.991927 loss_bbox: 0.443687 loss_dfl: 0.430618 loss: 1.900382 eta: 22:18:27 batch_cost: 0.8114 data_cost: 0.0004 ips: 59.1597 images/s [03/13 08:26:35] ppdet.engine INFO: Epoch: [143] [ 40/610] learning_rate: 0.129029 loss_vfl: 0.968063 loss_bbox: 0.431054 loss_dfl: 0.412938 loss: 1.828219 eta: 22:18:10 batch_cost: 0.8298 data_cost: 0.0011 ips: 57.8463 images/s [03/13 08:26:53] ppdet.engine INFO: Epoch: [143] [ 60/610] learning_rate: 0.128988 loss_vfl: 0.994733 loss_bbox: 0.456165 loss_dfl: 0.433118 loss: 1.880991 eta: 22:17:53 batch_cost: 0.8166 data_cost: 0.0009 ips: 58.7784 images/s [03/13 08:27:11] ppdet.engine INFO: Epoch: [143] [ 80/610] learning_rate: 0.128947 loss_vfl: 1.001040 loss_bbox: 0.442198 loss_dfl: 0.432222 loss: 1.880822 eta: 22:17:35 batch_cost: 0.7845 data_cost: 0.0020 ips: 61.1852 images/s [03/13 08:27:28] ppdet.engine INFO: Epoch: [143] [100/610] learning_rate: 0.128906 loss_vfl: 0.946821 loss_bbox: 0.421935 loss_dfl: 0.406980 loss: 1.791557 eta: 22:17:17 batch_cost: 0.7770 data_cost: 0.0003 ips: 61.7794 images/s [03/13 08:27:46] ppdet.engine INFO: Epoch: [143] [120/610] learning_rate: 0.128865 loss_vfl: 0.903917 loss_bbox: 0.401134 loss_dfl: 0.382475 loss: 1.676992 eta: 22:16:59 batch_cost: 0.7984 data_cost: 0.0003 ips: 60.1235 images/s [03/13 08:28:04] ppdet.engine INFO: Epoch: [143] [140/610] learning_rate: 0.128824 loss_vfl: 0.919818 loss_bbox: 0.421432 loss_dfl: 0.412165 loss: 1.745930 eta: 22:16:41 batch_cost: 0.7893 data_cost: 0.0003 ips: 60.8143 images/s [03/13 08:28:22] ppdet.engine INFO: Epoch: [143] [160/610] learning_rate: 0.128782 loss_vfl: 0.978193 loss_bbox: 0.433456 loss_dfl: 0.425914 loss: 1.845842 eta: 22:16:23 batch_cost: 0.7677 data_cost: 0.0003 ips: 62.5210 images/s [03/13 08:28:40] ppdet.engine INFO: Epoch: [143] [180/610] learning_rate: 0.128741 loss_vfl: 0.982810 loss_bbox: 0.419370 loss_dfl: 0.413976 loss: 1.832805 eta: 22:16:06 batch_cost: 0.8079 data_cost: 0.0003 ips: 59.4128 images/s [03/13 08:28:58] ppdet.engine INFO: Epoch: [143] [200/610] learning_rate: 0.128700 loss_vfl: 0.962516 loss_bbox: 0.427214 loss_dfl: 0.417479 loss: 1.833321 eta: 22:15:47 batch_cost: 0.7723 data_cost: 0.0016 ips: 62.1555 images/s [03/13 08:29:15] ppdet.engine INFO: Epoch: [143] [220/610] learning_rate: 0.128659 loss_vfl: 0.998412 loss_bbox: 0.424619 loss_dfl: 0.412543 loss: 1.828367 eta: 22:15:29 batch_cost: 0.7854 data_cost: 0.0016 ips: 61.1137 images/s [03/13 08:29:33] ppdet.engine INFO: Epoch: [143] [240/610] learning_rate: 0.128618 loss_vfl: 0.951123 loss_bbox: 0.403132 loss_dfl: 0.396541 loss: 1.752413 eta: 22:15:11 batch_cost: 0.7720 data_cost: 0.0016 ips: 62.1750 images/s [03/13 08:29:50] ppdet.engine INFO: Epoch: [143] [260/610] learning_rate: 0.128577 loss_vfl: 0.966477 loss_bbox: 0.406651 loss_dfl: 0.417915 loss: 1.786433 eta: 22:14:53 batch_cost: 0.7920 data_cost: 0.0003 ips: 60.6084 images/s [03/13 08:30:08] ppdet.engine INFO: Epoch: [143] [280/610] learning_rate: 0.128535 loss_vfl: 0.950334 loss_bbox: 0.406072 loss_dfl: 0.392326 loss: 1.732476 eta: 22:14:35 batch_cost: 0.7604 data_cost: 0.0008 ips: 63.1273 images/s [03/13 08:30:26] ppdet.engine INFO: Epoch: [143] [300/610] learning_rate: 0.128494 loss_vfl: 0.976680 loss_bbox: 0.423579 loss_dfl: 0.417041 loss: 1.801341 eta: 22:14:17 batch_cost: 0.7944 data_cost: 0.0009 ips: 60.4217 images/s [03/13 08:30:43] ppdet.engine INFO: Epoch: [143] [320/610] learning_rate: 0.128453 loss_vfl: 0.984873 loss_bbox: 0.435446 loss_dfl: 0.428164 loss: 1.863928 eta: 22:13:59 batch_cost: 0.7876 data_cost: 0.0004 ips: 60.9479 images/s [03/13 08:31:01] ppdet.engine INFO: Epoch: [143] [340/610] learning_rate: 0.128412 loss_vfl: 0.981797 loss_bbox: 0.443148 loss_dfl: 0.427945 loss: 1.842927 eta: 22:13:41 batch_cost: 0.7684 data_cost: 0.0003 ips: 62.4704 images/s [03/13 08:31:18] ppdet.engine INFO: Epoch: [143] [360/610] learning_rate: 0.128371 loss_vfl: 0.956046 loss_bbox: 0.429807 loss_dfl: 0.413306 loss: 1.802151 eta: 22:13:23 batch_cost: 0.8057 data_cost: 0.0003 ips: 59.5736 images/s [03/13 08:31:36] ppdet.engine INFO: Epoch: [143] [380/610] learning_rate: 0.128330 loss_vfl: 1.011246 loss_bbox: 0.436422 loss_dfl: 0.427664 loss: 1.891834 eta: 22:13:06 batch_cost: 0.8034 data_cost: 0.0003 ips: 59.7475 images/s [03/13 08:31:54] ppdet.engine INFO: Epoch: [143] [400/610] learning_rate: 0.128288 loss_vfl: 0.963635 loss_bbox: 0.426366 loss_dfl: 0.409254 loss: 1.774752 eta: 22:12:48 batch_cost: 0.7876 data_cost: 0.0009 ips: 60.9462 images/s [03/13 08:32:12] ppdet.engine INFO: Epoch: [143] [420/610] learning_rate: 0.128247 loss_vfl: 0.958986 loss_bbox: 0.411872 loss_dfl: 0.401526 loss: 1.780798 eta: 22:12:30 batch_cost: 0.7587 data_cost: 0.0003 ips: 63.2700 images/s [03/13 08:32:29] ppdet.engine INFO: Epoch: [143] [440/610] learning_rate: 0.128206 loss_vfl: 0.996786 loss_bbox: 0.430119 loss_dfl: 0.418799 loss: 1.840503 eta: 22:12:11 batch_cost: 0.7779 data_cost: 0.0003 ips: 61.7015 images/s [03/13 08:32:47] ppdet.engine INFO: Epoch: [143] [460/610] learning_rate: 0.128165 loss_vfl: 1.021582 loss_bbox: 0.458386 loss_dfl: 0.443469 loss: 1.931470 eta: 22:11:53 batch_cost: 0.7800 data_cost: 0.0003 ips: 61.5381 images/s [03/13 08:33:04] ppdet.engine INFO: Epoch: [143] [480/610] learning_rate: 0.128124 loss_vfl: 0.980976 loss_bbox: 0.435301 loss_dfl: 0.407801 loss: 1.788320 eta: 22:11:36 batch_cost: 0.7948 data_cost: 0.0003 ips: 60.3912 images/s [03/13 08:33:22] ppdet.engine INFO: Epoch: [143] [500/610] learning_rate: 0.128083 loss_vfl: 0.982411 loss_bbox: 0.436037 loss_dfl: 0.419742 loss: 1.830127 eta: 22:11:19 batch_cost: 0.8234 data_cost: 0.0014 ips: 58.2960 images/s [03/13 08:33:41] ppdet.engine INFO: Epoch: [143] [520/610] learning_rate: 0.128041 loss_vfl: 0.951416 loss_bbox: 0.422052 loss_dfl: 0.407375 loss: 1.792559 eta: 22:11:01 batch_cost: 0.8177 data_cost: 0.0005 ips: 58.7043 images/s [03/13 08:33:57] ppdet.engine INFO: Epoch: [143] [540/610] learning_rate: 0.128000 loss_vfl: 0.972287 loss_bbox: 0.438140 loss_dfl: 0.430937 loss: 1.843570 eta: 22:10:42 batch_cost: 0.7202 data_cost: 0.0005 ips: 66.6508 images/s [03/13 08:34:15] ppdet.engine INFO: Epoch: [143] [560/610] learning_rate: 0.127959 loss_vfl: 1.042394 loss_bbox: 0.464485 loss_dfl: 0.437544 loss: 1.954189 eta: 22:10:23 batch_cost: 0.7526 data_cost: 0.0003 ips: 63.7774 images/s [03/13 08:34:33] ppdet.engine INFO: Epoch: [143] [580/610] learning_rate: 0.127918 loss_vfl: 0.987385 loss_bbox: 0.416690 loss_dfl: 0.414840 loss: 1.821934 eta: 22:10:06 batch_cost: 0.7880 data_cost: 0.0015 ips: 60.9130 images/s [03/13 08:34:51] ppdet.engine INFO: Epoch: [143] [600/610] learning_rate: 0.127877 loss_vfl: 0.979850 loss_bbox: 0.432856 loss_dfl: 0.413149 loss: 1.823509 eta: 22:09:48 batch_cost: 0.7960 data_cost: 0.0010 ips: 60.2999 images/s [03/13 08:35:06] ppdet.engine INFO: Epoch: [144] [ 0/610] learning_rate: 0.127856 loss_vfl: 0.990757 loss_bbox: 0.432856 loss_dfl: 0.408713 loss: 1.819192 eta: 22:09:44 batch_cost: 1.0105 data_cost: 0.1767 ips: 47.4993 images/s [03/13 08:35:25] ppdet.engine INFO: Epoch: [144] [ 20/610] learning_rate: 0.127815 loss_vfl: 0.971705 loss_bbox: 0.461349 loss_dfl: 0.423529 loss: 1.834981 eta: 22:09:28 batch_cost: 0.8653 data_cost: 0.0003 ips: 55.4699 images/s [03/13 08:35:43] ppdet.engine INFO: Epoch: [144] [ 40/610] learning_rate: 0.127774 loss_vfl: 0.996790 loss_bbox: 0.455366 loss_dfl: 0.433622 loss: 1.886781 eta: 22:09:10 batch_cost: 0.8087 data_cost: 0.0003 ips: 59.3537 images/s [03/13 08:36:01] ppdet.engine INFO: Epoch: [144] [ 60/610] learning_rate: 0.127733 loss_vfl: 1.012609 loss_bbox: 0.437582 loss_dfl: 0.433850 loss: 1.862586 eta: 22:08:52 batch_cost: 0.7764 data_cost: 0.0003 ips: 61.8270 images/s [03/13 08:36:18] ppdet.engine INFO: Epoch: [144] [ 80/610] learning_rate: 0.127691 loss_vfl: 0.931467 loss_bbox: 0.406634 loss_dfl: 0.397651 loss: 1.744149 eta: 22:08:34 batch_cost: 0.7847 data_cost: 0.0007 ips: 61.1666 images/s [03/13 08:36:36] ppdet.engine INFO: Epoch: [144] [100/610] learning_rate: 0.127650 loss_vfl: 1.000935 loss_bbox: 0.466030 loss_dfl: 0.450344 loss: 1.921568 eta: 22:08:16 batch_cost: 0.7832 data_cost: 0.0009 ips: 61.2861 images/s [03/13 08:36:53] ppdet.engine INFO: Epoch: [144] [120/610] learning_rate: 0.127609 loss_vfl: 0.948995 loss_bbox: 0.422240 loss_dfl: 0.398246 loss: 1.772478 eta: 22:07:58 batch_cost: 0.7418 data_cost: 0.0003 ips: 64.7111 images/s [03/13 08:37:11] ppdet.engine INFO: Epoch: [144] [140/610] learning_rate: 0.127568 loss_vfl: 0.898396 loss_bbox: 0.385093 loss_dfl: 0.375662 loss: 1.659151 eta: 22:07:40 batch_cost: 0.7997 data_cost: 0.0003 ips: 60.0239 images/s [03/13 08:37:30] ppdet.engine INFO: Epoch: [144] [160/610] learning_rate: 0.127527 loss_vfl: 0.967600 loss_bbox: 0.432182 loss_dfl: 0.422659 loss: 1.844104 eta: 22:07:22 batch_cost: 0.7987 data_cost: 0.0017 ips: 60.0956 images/s [03/13 08:37:48] ppdet.engine INFO: Epoch: [144] [180/610] learning_rate: 0.127485 loss_vfl: 0.998320 loss_bbox: 0.432261 loss_dfl: 0.408428 loss: 1.829785 eta: 22:07:06 batch_cost: 0.8339 data_cost: 0.0003 ips: 57.5609 images/s [03/13 08:38:06] ppdet.engine INFO: Epoch: [144] [200/610] learning_rate: 0.127444 loss_vfl: 0.965043 loss_bbox: 0.436403 loss_dfl: 0.417865 loss: 1.819137 eta: 22:06:47 batch_cost: 0.7612 data_cost: 0.0003 ips: 63.0568 images/s [03/13 08:38:23] ppdet.engine INFO: Epoch: [144] [220/610] learning_rate: 0.127403 loss_vfl: 0.986095 loss_bbox: 0.414816 loss_dfl: 0.409290 loss: 1.807233 eta: 22:06:29 batch_cost: 0.7546 data_cost: 0.0003 ips: 63.6119 images/s [03/13 08:38:41] ppdet.engine INFO: Epoch: [144] [240/610] learning_rate: 0.127362 loss_vfl: 0.961080 loss_bbox: 0.424005 loss_dfl: 0.419182 loss: 1.835261 eta: 22:06:11 batch_cost: 0.8016 data_cost: 0.0003 ips: 59.8800 images/s [03/13 08:38:58] ppdet.engine INFO: Epoch: [144] [260/610] learning_rate: 0.127321 loss_vfl: 0.967556 loss_bbox: 0.420465 loss_dfl: 0.403891 loss: 1.804996 eta: 22:05:53 batch_cost: 0.7889 data_cost: 0.0016 ips: 60.8480 images/s [03/13 08:39:15] ppdet.engine INFO: Epoch: [144] [280/610] learning_rate: 0.127279 loss_vfl: 0.953519 loss_bbox: 0.438864 loss_dfl: 0.411011 loss: 1.774573 eta: 22:05:34 batch_cost: 0.7250 data_cost: 0.0009 ips: 66.2075 images/s [03/13 08:39:33] ppdet.engine INFO: Epoch: [144] [300/610] learning_rate: 0.127238 loss_vfl: 0.950385 loss_bbox: 0.425567 loss_dfl: 0.400097 loss: 1.753903 eta: 22:05:16 batch_cost: 0.7920 data_cost: 0.0003 ips: 60.6069 images/s [03/13 08:39:50] ppdet.engine INFO: Epoch: [144] [320/610] learning_rate: 0.127197 loss_vfl: 1.005482 loss_bbox: 0.439723 loss_dfl: 0.422694 loss: 1.884083 eta: 22:04:58 batch_cost: 0.7847 data_cost: 0.0014 ips: 61.1689 images/s [03/13 08:40:08] ppdet.engine INFO: Epoch: [144] [340/610] learning_rate: 0.127156 loss_vfl: 0.983702 loss_bbox: 0.430087 loss_dfl: 0.401629 loss: 1.802321 eta: 22:04:40 batch_cost: 0.7693 data_cost: 0.0003 ips: 62.3907 images/s [03/13 08:40:26] ppdet.engine INFO: Epoch: [144] [360/610] learning_rate: 0.127115 loss_vfl: 0.961802 loss_bbox: 0.434729 loss_dfl: 0.419277 loss: 1.849758 eta: 22:04:22 batch_cost: 0.7991 data_cost: 0.0009 ips: 60.0644 images/s [03/13 08:40:44] ppdet.engine INFO: Epoch: [144] [380/610] learning_rate: 0.127074 loss_vfl: 1.005031 loss_bbox: 0.446353 loss_dfl: 0.426638 loss: 1.891766 eta: 22:04:04 batch_cost: 0.7701 data_cost: 0.0011 ips: 62.3279 images/s [03/13 08:41:02] ppdet.engine INFO: Epoch: [144] [400/610] learning_rate: 0.127032 loss_vfl: 0.996702 loss_bbox: 0.440983 loss_dfl: 0.417294 loss: 1.840538 eta: 22:03:47 batch_cost: 0.7978 data_cost: 0.0003 ips: 60.1658 images/s [03/13 08:41:19] ppdet.engine INFO: Epoch: [144] [420/610] learning_rate: 0.126991 loss_vfl: 0.943632 loss_bbox: 0.414358 loss_dfl: 0.410750 loss: 1.777578 eta: 22:03:28 batch_cost: 0.7715 data_cost: 0.0003 ips: 62.2161 images/s [03/13 08:41:37] ppdet.engine INFO: Epoch: [144] [440/610] learning_rate: 0.126950 loss_vfl: 1.040222 loss_bbox: 0.475018 loss_dfl: 0.440586 loss: 1.924652 eta: 22:03:11 batch_cost: 0.7974 data_cost: 0.0003 ips: 60.1932 images/s [03/13 08:41:56] ppdet.engine INFO: Epoch: [144] [460/610] learning_rate: 0.126909 loss_vfl: 0.938328 loss_bbox: 0.440540 loss_dfl: 0.407771 loss: 1.810973 eta: 22:02:53 batch_cost: 0.8153 data_cost: 0.0003 ips: 58.8738 images/s [03/13 08:42:13] ppdet.engine INFO: Epoch: [144] [480/610] learning_rate: 0.126868 loss_vfl: 0.975902 loss_bbox: 0.445776 loss_dfl: 0.424576 loss: 1.871087 eta: 22:02:35 batch_cost: 0.7373 data_cost: 0.0012 ips: 65.1012 images/s [03/13 08:42:31] ppdet.engine INFO: Epoch: [144] [500/610] learning_rate: 0.126826 loss_vfl: 0.996114 loss_bbox: 0.451913 loss_dfl: 0.429295 loss: 1.858782 eta: 22:02:17 batch_cost: 0.7833 data_cost: 0.0016 ips: 61.2780 images/s [03/13 08:42:49] ppdet.engine INFO: Epoch: [144] [520/610] learning_rate: 0.126785 loss_vfl: 1.006862 loss_bbox: 0.456672 loss_dfl: 0.436120 loss: 1.906177 eta: 22:01:59 batch_cost: 0.7847 data_cost: 0.0003 ips: 61.1679 images/s [03/13 08:43:07] ppdet.engine INFO: Epoch: [144] [540/610] learning_rate: 0.126744 loss_vfl: 0.976739 loss_bbox: 0.433156 loss_dfl: 0.408668 loss: 1.815607 eta: 22:01:41 batch_cost: 0.8090 data_cost: 0.0003 ips: 59.3293 images/s [03/13 08:43:26] ppdet.engine INFO: Epoch: [144] [560/610] learning_rate: 0.126703 loss_vfl: 0.977052 loss_bbox: 0.409520 loss_dfl: 0.412096 loss: 1.803355 eta: 22:01:25 batch_cost: 0.8389 data_cost: 0.0015 ips: 57.2153 images/s [03/13 08:43:43] ppdet.engine INFO: Epoch: [144] [580/610] learning_rate: 0.126661 loss_vfl: 0.975528 loss_bbox: 0.447647 loss_dfl: 0.427037 loss: 1.845744 eta: 22:01:07 batch_cost: 0.7871 data_cost: 0.0003 ips: 60.9870 images/s [03/13 08:44:01] ppdet.engine INFO: Epoch: [144] [600/610] learning_rate: 0.126620 loss_vfl: 0.974295 loss_bbox: 0.409997 loss_dfl: 0.397474 loss: 1.763142 eta: 22:00:49 batch_cost: 0.7898 data_cost: 0.0003 ips: 60.7766 images/s [03/13 08:44:15] ppdet.engine INFO: Epoch: [145] [ 0/610] learning_rate: 0.126600 loss_vfl: 0.942841 loss_bbox: 0.408129 loss_dfl: 0.396882 loss: 1.763142 eta: 22:00:45 batch_cost: 1.0011 data_cost: 0.2701 ips: 47.9491 images/s [03/13 08:44:37] ppdet.engine INFO: Epoch: [145] [ 20/610] learning_rate: 0.126558 loss_vfl: 0.999911 loss_bbox: 0.444159 loss_dfl: 0.417074 loss: 1.879915 eta: 22:00:30 batch_cost: 0.9320 data_cost: 0.0003 ips: 51.5030 images/s [03/13 08:44:55] ppdet.engine INFO: Epoch: [145] [ 40/610] learning_rate: 0.126517 loss_vfl: 0.979299 loss_bbox: 0.441853 loss_dfl: 0.424917 loss: 1.838945 eta: 22:00:12 batch_cost: 0.7926 data_cost: 0.0047 ips: 60.5594 images/s [03/13 08:45:12] ppdet.engine INFO: Epoch: [145] [ 60/610] learning_rate: 0.126476 loss_vfl: 0.996221 loss_bbox: 0.440765 loss_dfl: 0.423715 loss: 1.857607 eta: 21:59:55 batch_cost: 0.7954 data_cost: 0.0002 ips: 60.3461 images/s [03/13 08:45:31] ppdet.engine INFO: Epoch: [145] [ 80/610] learning_rate: 0.126435 loss_vfl: 1.021241 loss_bbox: 0.416075 loss_dfl: 0.415357 loss: 1.818622 eta: 21:59:38 batch_cost: 0.8458 data_cost: 0.0003 ips: 56.7526 images/s [03/13 08:45:49] ppdet.engine INFO: Epoch: [145] [100/610] learning_rate: 0.126394 loss_vfl: 0.926611 loss_bbox: 0.401111 loss_dfl: 0.391585 loss: 1.720734 eta: 21:59:20 batch_cost: 0.7615 data_cost: 0.0003 ips: 63.0298 images/s [03/13 08:46:07] ppdet.engine INFO: Epoch: [145] [120/610] learning_rate: 0.126352 loss_vfl: 0.965872 loss_bbox: 0.446314 loss_dfl: 0.419210 loss: 1.817823 eta: 21:59:02 batch_cost: 0.8205 data_cost: 0.0003 ips: 58.5014 images/s [03/13 08:46:25] ppdet.engine INFO: Epoch: [145] [140/610] learning_rate: 0.126311 loss_vfl: 0.954341 loss_bbox: 0.449707 loss_dfl: 0.413974 loss: 1.799651 eta: 21:58:45 batch_cost: 0.8264 data_cost: 0.0003 ips: 58.0827 images/s [03/13 08:46:43] ppdet.engine INFO: Epoch: [145] [160/610] learning_rate: 0.126270 loss_vfl: 0.978699 loss_bbox: 0.409954 loss_dfl: 0.414671 loss: 1.802102 eta: 21:58:27 batch_cost: 0.7755 data_cost: 0.0003 ips: 61.8969 images/s [03/13 08:47:00] ppdet.engine INFO: Epoch: [145] [180/610] learning_rate: 0.126229 loss_vfl: 1.030254 loss_bbox: 0.421898 loss_dfl: 0.423017 loss: 1.880392 eta: 21:58:10 batch_cost: 0.7956 data_cost: 0.0003 ips: 60.3331 images/s [03/13 08:47:18] ppdet.engine INFO: Epoch: [145] [200/610] learning_rate: 0.126188 loss_vfl: 1.008614 loss_bbox: 0.468377 loss_dfl: 0.439026 loss: 1.945907 eta: 21:57:51 batch_cost: 0.7617 data_cost: 0.0003 ips: 63.0195 images/s [03/13 08:47:35] ppdet.engine INFO: Epoch: [145] [220/610] learning_rate: 0.126146 loss_vfl: 0.961601 loss_bbox: 0.421737 loss_dfl: 0.414185 loss: 1.790097 eta: 21:57:32 batch_cost: 0.7334 data_cost: 0.0003 ips: 65.4446 images/s [03/13 08:47:54] ppdet.engine INFO: Epoch: [145] [240/610] learning_rate: 0.126105 loss_vfl: 0.958127 loss_bbox: 0.435813 loss_dfl: 0.420695 loss: 1.820371 eta: 21:57:15 batch_cost: 0.7956 data_cost: 0.0007 ips: 60.3303 images/s [03/13 08:48:12] ppdet.engine INFO: Epoch: [145] [260/610] learning_rate: 0.126064 loss_vfl: 1.020061 loss_bbox: 0.453636 loss_dfl: 0.430886 loss: 1.919998 eta: 21:56:56 batch_cost: 0.7634 data_cost: 0.0003 ips: 62.8750 images/s [03/13 08:48:30] ppdet.engine INFO: Epoch: [145] [280/610] learning_rate: 0.126023 loss_vfl: 0.991337 loss_bbox: 0.439730 loss_dfl: 0.423088 loss: 1.834220 eta: 21:56:39 batch_cost: 0.8074 data_cost: 0.0003 ips: 59.4511 images/s [03/13 08:48:48] ppdet.engine INFO: Epoch: [145] [300/610] learning_rate: 0.125982 loss_vfl: 0.965401 loss_bbox: 0.435938 loss_dfl: 0.409580 loss: 1.818928 eta: 21:56:21 batch_cost: 0.7884 data_cost: 0.0003 ips: 60.8828 images/s [03/13 08:49:06] ppdet.engine INFO: Epoch: [145] [320/610] learning_rate: 0.125940 loss_vfl: 0.950981 loss_bbox: 0.444123 loss_dfl: 0.404725 loss: 1.806785 eta: 21:56:04 batch_cost: 0.8432 data_cost: 0.0003 ips: 56.9251 images/s [03/13 08:49:24] ppdet.engine INFO: Epoch: [145] [340/610] learning_rate: 0.125899 loss_vfl: 0.940312 loss_bbox: 0.405696 loss_dfl: 0.403908 loss: 1.750957 eta: 21:55:47 batch_cost: 0.7995 data_cost: 0.0003 ips: 60.0375 images/s [03/13 08:49:42] ppdet.engine INFO: Epoch: [145] [360/610] learning_rate: 0.125858 loss_vfl: 0.978353 loss_bbox: 0.428745 loss_dfl: 0.409641 loss: 1.829439 eta: 21:55:29 batch_cost: 0.7921 data_cost: 0.0007 ips: 60.6005 images/s [03/13 08:49:59] ppdet.engine INFO: Epoch: [145] [380/610] learning_rate: 0.125817 loss_vfl: 0.892019 loss_bbox: 0.395751 loss_dfl: 0.383782 loss: 1.649420 eta: 21:55:11 batch_cost: 0.7535 data_cost: 0.0003 ips: 63.7052 images/s [03/13 08:50:17] ppdet.engine INFO: Epoch: [145] [400/610] learning_rate: 0.125775 loss_vfl: 0.987148 loss_bbox: 0.432620 loss_dfl: 0.419720 loss: 1.850434 eta: 21:54:52 batch_cost: 0.7710 data_cost: 0.0008 ips: 62.2560 images/s [03/13 08:50:35] ppdet.engine INFO: Epoch: [145] [420/610] learning_rate: 0.125734 loss_vfl: 1.015796 loss_bbox: 0.453730 loss_dfl: 0.434413 loss: 1.889885 eta: 21:54:35 batch_cost: 0.8101 data_cost: 0.0006 ips: 59.2552 images/s [03/13 08:50:53] ppdet.engine INFO: Epoch: [145] [440/610] learning_rate: 0.125693 loss_vfl: 0.977763 loss_bbox: 0.416627 loss_dfl: 0.422378 loss: 1.835544 eta: 21:54:17 batch_cost: 0.7847 data_cost: 0.0003 ips: 61.1699 images/s [03/13 08:51:11] ppdet.engine INFO: Epoch: [145] [460/610] learning_rate: 0.125652 loss_vfl: 0.958929 loss_bbox: 0.414572 loss_dfl: 0.393866 loss: 1.746442 eta: 21:54:01 batch_cost: 0.8487 data_cost: 0.0003 ips: 56.5599 images/s [03/13 08:51:29] ppdet.engine INFO: Epoch: [145] [480/610] learning_rate: 0.125611 loss_vfl: 0.970797 loss_bbox: 0.406346 loss_dfl: 0.411570 loss: 1.795555 eta: 21:53:43 batch_cost: 0.7886 data_cost: 0.0003 ips: 60.8661 images/s [03/13 08:51:46] ppdet.engine INFO: Epoch: [145] [500/610] learning_rate: 0.125569 loss_vfl: 0.998126 loss_bbox: 0.479132 loss_dfl: 0.445631 loss: 1.915136 eta: 21:53:24 batch_cost: 0.7479 data_cost: 0.0003 ips: 64.1765 images/s [03/13 08:52:04] ppdet.engine INFO: Epoch: [145] [520/610] learning_rate: 0.125528 loss_vfl: 0.988500 loss_bbox: 0.434577 loss_dfl: 0.423338 loss: 1.869855 eta: 21:53:06 batch_cost: 0.7582 data_cost: 0.0014 ips: 63.3042 images/s [03/13 08:52:21] ppdet.engine INFO: Epoch: [145] [540/610] learning_rate: 0.125487 loss_vfl: 1.003148 loss_bbox: 0.446199 loss_dfl: 0.435659 loss: 1.901429 eta: 21:52:48 batch_cost: 0.7882 data_cost: 0.0009 ips: 60.8963 images/s [03/13 08:52:38] ppdet.engine INFO: Epoch: [145] [560/610] learning_rate: 0.125446 loss_vfl: 0.941828 loss_bbox: 0.429592 loss_dfl: 0.417159 loss: 1.799634 eta: 21:52:29 batch_cost: 0.7186 data_cost: 0.0010 ips: 66.7942 images/s [03/13 08:52:57] ppdet.engine INFO: Epoch: [145] [580/610] learning_rate: 0.125404 loss_vfl: 0.981311 loss_bbox: 0.445556 loss_dfl: 0.417671 loss: 1.836519 eta: 21:52:12 batch_cost: 0.8261 data_cost: 0.0003 ips: 58.1031 images/s [03/13 08:53:14] ppdet.engine INFO: Epoch: [145] [600/610] learning_rate: 0.125363 loss_vfl: 0.998813 loss_bbox: 0.445173 loss_dfl: 0.434029 loss: 1.885979 eta: 21:51:54 batch_cost: 0.7813 data_cost: 0.0004 ips: 61.4349 images/s [03/13 08:53:28] ppdet.engine INFO: Epoch: [146] [ 0/610] learning_rate: 0.125343 loss_vfl: 0.920975 loss_bbox: 0.416114 loss_dfl: 0.396134 loss: 1.727825 eta: 21:51:49 batch_cost: 0.9516 data_cost: 0.2465 ips: 50.4417 images/s [03/13 08:53:49] ppdet.engine INFO: Epoch: [146] [ 20/610] learning_rate: 0.125301 loss_vfl: 0.990516 loss_bbox: 0.450115 loss_dfl: 0.415824 loss: 1.846865 eta: 21:51:34 batch_cost: 0.9374 data_cost: 0.0003 ips: 51.2080 images/s [03/13 08:54:06] ppdet.engine INFO: Epoch: [146] [ 40/610] learning_rate: 0.125260 loss_vfl: 0.995351 loss_bbox: 0.435873 loss_dfl: 0.429751 loss: 1.854563 eta: 21:51:16 batch_cost: 0.7836 data_cost: 0.0003 ips: 61.2588 images/s [03/13 08:54:25] ppdet.engine INFO: Epoch: [146] [ 60/610] learning_rate: 0.125219 loss_vfl: 0.974563 loss_bbox: 0.425962 loss_dfl: 0.418472 loss: 1.805521 eta: 21:50:59 batch_cost: 0.8383 data_cost: 0.0009 ips: 57.2556 images/s [03/13 08:54:42] ppdet.engine INFO: Epoch: [146] [ 80/610] learning_rate: 0.125178 loss_vfl: 0.977517 loss_bbox: 0.440333 loss_dfl: 0.419708 loss: 1.830068 eta: 21:50:41 batch_cost: 0.7644 data_cost: 0.0003 ips: 62.7931 images/s [03/13 08:55:00] ppdet.engine INFO: Epoch: [146] [100/610] learning_rate: 0.125136 loss_vfl: 1.029835 loss_bbox: 0.467080 loss_dfl: 0.442954 loss: 1.942996 eta: 21:50:24 batch_cost: 0.8049 data_cost: 0.0003 ips: 59.6330 images/s [03/13 08:55:18] ppdet.engine INFO: Epoch: [146] [120/610] learning_rate: 0.125095 loss_vfl: 0.987314 loss_bbox: 0.443335 loss_dfl: 0.420107 loss: 1.876268 eta: 21:50:06 batch_cost: 0.8156 data_cost: 0.0018 ips: 58.8524 images/s [03/13 08:55:36] ppdet.engine INFO: Epoch: [146] [140/610] learning_rate: 0.125054 loss_vfl: 1.011057 loss_bbox: 0.430708 loss_dfl: 0.428241 loss: 1.896549 eta: 21:49:49 batch_cost: 0.8024 data_cost: 0.0003 ips: 59.8206 images/s [03/13 08:55:54] ppdet.engine INFO: Epoch: [146] [160/610] learning_rate: 0.125013 loss_vfl: 0.964196 loss_bbox: 0.416847 loss_dfl: 0.405759 loss: 1.766184 eta: 21:49:31 batch_cost: 0.8088 data_cost: 0.0003 ips: 59.3454 images/s [03/13 08:56:12] ppdet.engine INFO: Epoch: [146] [180/610] learning_rate: 0.124971 loss_vfl: 0.972403 loss_bbox: 0.444231 loss_dfl: 0.431554 loss: 1.866185 eta: 21:49:14 batch_cost: 0.7897 data_cost: 0.0003 ips: 60.7831 images/s [03/13 08:56:30] ppdet.engine INFO: Epoch: [146] [200/610] learning_rate: 0.124930 loss_vfl: 0.938238 loss_bbox: 0.418905 loss_dfl: 0.410307 loss: 1.772111 eta: 21:48:55 batch_cost: 0.7680 data_cost: 0.0003 ips: 62.4981 images/s [03/13 08:56:47] ppdet.engine INFO: Epoch: [146] [220/610] learning_rate: 0.124889 loss_vfl: 1.017787 loss_bbox: 0.443367 loss_dfl: 0.427635 loss: 1.880493 eta: 21:48:38 batch_cost: 0.8153 data_cost: 0.0003 ips: 58.8752 images/s [03/13 08:57:06] ppdet.engine INFO: Epoch: [146] [240/610] learning_rate: 0.124848 loss_vfl: 0.991711 loss_bbox: 0.443886 loss_dfl: 0.418077 loss: 1.839218 eta: 21:48:21 batch_cost: 0.8366 data_cost: 0.0003 ips: 57.3751 images/s [03/13 08:57:24] ppdet.engine INFO: Epoch: [146] [260/610] learning_rate: 0.124807 loss_vfl: 0.940027 loss_bbox: 0.422132 loss_dfl: 0.409478 loss: 1.767443 eta: 21:48:05 batch_cost: 0.8342 data_cost: 0.0003 ips: 57.5426 images/s [03/13 08:57:42] ppdet.engine INFO: Epoch: [146] [280/610] learning_rate: 0.124765 loss_vfl: 0.962108 loss_bbox: 0.429608 loss_dfl: 0.407616 loss: 1.786947 eta: 21:47:46 batch_cost: 0.7686 data_cost: 0.0003 ips: 62.4522 images/s [03/13 08:57:59] ppdet.engine INFO: Epoch: [146] [300/610] learning_rate: 0.124724 loss_vfl: 0.938802 loss_bbox: 0.389017 loss_dfl: 0.385122 loss: 1.727872 eta: 21:47:28 batch_cost: 0.7737 data_cost: 0.0019 ips: 62.0401 images/s [03/13 08:58:17] ppdet.engine INFO: Epoch: [146] [320/610] learning_rate: 0.124683 loss_vfl: 0.989422 loss_bbox: 0.482145 loss_dfl: 0.447331 loss: 1.932431 eta: 21:47:11 batch_cost: 0.7894 data_cost: 0.0003 ips: 60.8093 images/s [03/13 08:58:35] ppdet.engine INFO: Epoch: [146] [340/610] learning_rate: 0.124642 loss_vfl: 0.972891 loss_bbox: 0.422093 loss_dfl: 0.406096 loss: 1.785148 eta: 21:46:54 batch_cost: 0.8311 data_cost: 0.0012 ips: 57.7562 images/s [03/13 08:58:53] ppdet.engine INFO: Epoch: [146] [360/610] learning_rate: 0.124600 loss_vfl: 1.064462 loss_bbox: 0.459981 loss_dfl: 0.440837 loss: 1.980028 eta: 21:46:36 batch_cost: 0.7966 data_cost: 0.0003 ips: 60.2541 images/s [03/13 08:59:10] ppdet.engine INFO: Epoch: [146] [380/610] learning_rate: 0.124559 loss_vfl: 0.936266 loss_bbox: 0.434023 loss_dfl: 0.412813 loss: 1.778567 eta: 21:46:18 batch_cost: 0.7859 data_cost: 0.0024 ips: 61.0760 images/s [03/13 08:59:28] ppdet.engine INFO: Epoch: [146] [400/610] learning_rate: 0.124518 loss_vfl: 0.973732 loss_bbox: 0.440789 loss_dfl: 0.417312 loss: 1.855647 eta: 21:46:01 batch_cost: 0.8186 data_cost: 0.0003 ips: 58.6331 images/s [03/13 08:59:45] ppdet.engine INFO: Epoch: [146] [420/610] learning_rate: 0.124477 loss_vfl: 0.989093 loss_bbox: 0.439924 loss_dfl: 0.418176 loss: 1.840288 eta: 21:45:43 batch_cost: 0.7844 data_cost: 0.0003 ips: 61.1920 images/s [03/13 09:00:03] ppdet.engine INFO: Epoch: [146] [440/610] learning_rate: 0.124435 loss_vfl: 0.949099 loss_bbox: 0.425712 loss_dfl: 0.415382 loss: 1.790881 eta: 21:45:26 batch_cost: 0.7975 data_cost: 0.0010 ips: 60.1901 images/s [03/13 09:00:20] ppdet.engine INFO: Epoch: [146] [460/610] learning_rate: 0.124394 loss_vfl: 1.018974 loss_bbox: 0.438870 loss_dfl: 0.421154 loss: 1.892873 eta: 21:45:07 batch_cost: 0.7755 data_cost: 0.0003 ips: 61.8921 images/s [03/13 09:00:38] ppdet.engine INFO: Epoch: [146] [480/610] learning_rate: 0.124353 loss_vfl: 0.964852 loss_bbox: 0.407013 loss_dfl: 0.398550 loss: 1.781167 eta: 21:44:49 batch_cost: 0.7708 data_cost: 0.0003 ips: 62.2692 images/s [03/13 09:00:55] ppdet.engine INFO: Epoch: [146] [500/610] learning_rate: 0.124312 loss_vfl: 0.980851 loss_bbox: 0.442241 loss_dfl: 0.414823 loss: 1.842824 eta: 21:44:31 batch_cost: 0.7838 data_cost: 0.0003 ips: 61.2362 images/s [03/13 09:01:13] ppdet.engine INFO: Epoch: [146] [520/610] learning_rate: 0.124270 loss_vfl: 0.981120 loss_bbox: 0.420365 loss_dfl: 0.416567 loss: 1.833041 eta: 21:44:14 batch_cost: 0.7999 data_cost: 0.0008 ips: 60.0103 images/s [03/13 09:01:30] ppdet.engine INFO: Epoch: [146] [540/610] learning_rate: 0.124229 loss_vfl: 0.995011 loss_bbox: 0.436652 loss_dfl: 0.416489 loss: 1.848845 eta: 21:43:56 batch_cost: 0.7978 data_cost: 0.0003 ips: 60.1623 images/s [03/13 09:01:48] ppdet.engine INFO: Epoch: [146] [560/610] learning_rate: 0.124188 loss_vfl: 0.992635 loss_bbox: 0.436479 loss_dfl: 0.405029 loss: 1.823460 eta: 21:43:38 batch_cost: 0.7502 data_cost: 0.0012 ips: 63.9851 images/s [03/13 09:02:06] ppdet.engine INFO: Epoch: [146] [580/610] learning_rate: 0.124147 loss_vfl: 0.981943 loss_bbox: 0.423482 loss_dfl: 0.417330 loss: 1.829889 eta: 21:43:20 batch_cost: 0.7741 data_cost: 0.0003 ips: 62.0113 images/s [03/13 09:02:24] ppdet.engine INFO: Epoch: [146] [600/610] learning_rate: 0.124105 loss_vfl: 0.961341 loss_bbox: 0.408045 loss_dfl: 0.396905 loss: 1.762060 eta: 21:43:02 batch_cost: 0.7845 data_cost: 0.0004 ips: 61.1885 images/s [03/13 09:02:38] ppdet.engine INFO: Epoch: [147] [ 0/610] learning_rate: 0.124085 loss_vfl: 0.992375 loss_bbox: 0.427045 loss_dfl: 0.415819 loss: 1.827203 eta: 21:42:57 batch_cost: 0.9823 data_cost: 0.1808 ips: 48.8663 images/s [03/13 09:02:58] ppdet.engine INFO: Epoch: [147] [ 20/610] learning_rate: 0.124044 loss_vfl: 1.039297 loss_bbox: 0.446848 loss_dfl: 0.431478 loss: 1.896164 eta: 21:42:41 batch_cost: 0.8748 data_cost: 0.0003 ips: 54.8684 images/s [03/13 09:03:16] ppdet.engine INFO: Epoch: [147] [ 40/610] learning_rate: 0.124002 loss_vfl: 0.930721 loss_bbox: 0.422603 loss_dfl: 0.399724 loss: 1.766124 eta: 21:42:24 batch_cost: 0.8155 data_cost: 0.0003 ips: 58.8611 images/s [03/13 09:03:34] ppdet.engine INFO: Epoch: [147] [ 60/610] learning_rate: 0.123961 loss_vfl: 0.984862 loss_bbox: 0.435593 loss_dfl: 0.414016 loss: 1.832355 eta: 21:42:05 batch_cost: 0.7501 data_cost: 0.0003 ips: 63.9940 images/s [03/13 09:03:52] ppdet.engine INFO: Epoch: [147] [ 80/610] learning_rate: 0.123920 loss_vfl: 0.972324 loss_bbox: 0.427764 loss_dfl: 0.403096 loss: 1.822293 eta: 21:41:49 batch_cost: 0.8336 data_cost: 0.0003 ips: 57.5850 images/s [03/13 09:04:09] ppdet.engine INFO: Epoch: [147] [100/610] learning_rate: 0.123879 loss_vfl: 0.998844 loss_bbox: 0.443164 loss_dfl: 0.424010 loss: 1.883086 eta: 21:41:31 batch_cost: 0.7743 data_cost: 0.0003 ips: 61.9879 images/s [03/13 09:04:28] ppdet.engine INFO: Epoch: [147] [120/610] learning_rate: 0.123837 loss_vfl: 0.981818 loss_bbox: 0.438169 loss_dfl: 0.426184 loss: 1.857199 eta: 21:41:13 batch_cost: 0.7858 data_cost: 0.0017 ips: 61.0865 images/s [03/13 09:04:45] ppdet.engine INFO: Epoch: [147] [140/610] learning_rate: 0.123796 loss_vfl: 1.035789 loss_bbox: 0.449874 loss_dfl: 0.428189 loss: 1.887444 eta: 21:40:55 batch_cost: 0.7927 data_cost: 0.0003 ips: 60.5544 images/s [03/13 09:05:03] ppdet.engine INFO: Epoch: [147] [160/610] learning_rate: 0.123755 loss_vfl: 0.940963 loss_bbox: 0.413358 loss_dfl: 0.403765 loss: 1.753940 eta: 21:40:37 batch_cost: 0.7703 data_cost: 0.0003 ips: 62.3164 images/s [03/13 09:05:20] ppdet.engine INFO: Epoch: [147] [180/610] learning_rate: 0.123714 loss_vfl: 0.939524 loss_bbox: 0.431170 loss_dfl: 0.409228 loss: 1.799873 eta: 21:40:19 batch_cost: 0.7778 data_cost: 0.0003 ips: 61.7125 images/s [03/13 09:05:39] ppdet.engine INFO: Epoch: [147] [200/610] learning_rate: 0.123672 loss_vfl: 0.938932 loss_bbox: 0.424054 loss_dfl: 0.408433 loss: 1.785709 eta: 21:40:03 batch_cost: 0.8553 data_cost: 0.0003 ips: 56.1194 images/s [03/13 09:05:56] ppdet.engine INFO: Epoch: [147] [220/610] learning_rate: 0.123631 loss_vfl: 0.999586 loss_bbox: 0.465990 loss_dfl: 0.428536 loss: 1.905671 eta: 21:39:45 batch_cost: 0.7762 data_cost: 0.0004 ips: 61.8394 images/s [03/13 09:06:14] ppdet.engine INFO: Epoch: [147] [240/610] learning_rate: 0.123590 loss_vfl: 0.987839 loss_bbox: 0.432105 loss_dfl: 0.418444 loss: 1.854214 eta: 21:39:27 batch_cost: 0.7984 data_cost: 0.0003 ips: 60.1231 images/s [03/13 09:06:33] ppdet.engine INFO: Epoch: [147] [260/610] learning_rate: 0.123549 loss_vfl: 0.934380 loss_bbox: 0.409088 loss_dfl: 0.383804 loss: 1.706192 eta: 21:39:10 batch_cost: 0.8193 data_cost: 0.0003 ips: 58.5853 images/s [03/13 09:06:51] ppdet.engine INFO: Epoch: [147] [280/610] learning_rate: 0.123507 loss_vfl: 1.053293 loss_bbox: 0.461739 loss_dfl: 0.453251 loss: 1.989936 eta: 21:38:53 batch_cost: 0.8246 data_cost: 0.0003 ips: 58.2070 images/s [03/13 09:07:09] ppdet.engine INFO: Epoch: [147] [300/610] learning_rate: 0.123466 loss_vfl: 0.964800 loss_bbox: 0.405585 loss_dfl: 0.400374 loss: 1.748676 eta: 21:38:36 batch_cost: 0.8236 data_cost: 0.0003 ips: 58.2778 images/s [03/13 09:07:27] ppdet.engine INFO: Epoch: [147] [320/610] learning_rate: 0.123425 loss_vfl: 0.976328 loss_bbox: 0.426390 loss_dfl: 0.411385 loss: 1.825492 eta: 21:38:18 batch_cost: 0.7749 data_cost: 0.0003 ips: 61.9468 images/s [03/13 09:07:44] ppdet.engine INFO: Epoch: [147] [340/610] learning_rate: 0.123384 loss_vfl: 0.984853 loss_bbox: 0.427672 loss_dfl: 0.417213 loss: 1.789707 eta: 21:37:59 batch_cost: 0.7558 data_cost: 0.0069 ips: 63.5053 images/s [03/13 09:08:02] ppdet.engine INFO: Epoch: [147] [360/610] learning_rate: 0.123342 loss_vfl: 1.039389 loss_bbox: 0.466373 loss_dfl: 0.441278 loss: 1.955838 eta: 21:37:42 batch_cost: 0.8270 data_cost: 0.0003 ips: 58.0386 images/s [03/13 09:08:20] ppdet.engine INFO: Epoch: [147] [380/610] learning_rate: 0.123301 loss_vfl: 1.027004 loss_bbox: 0.455971 loss_dfl: 0.428546 loss: 1.900903 eta: 21:37:25 batch_cost: 0.7940 data_cost: 0.0003 ips: 60.4534 images/s [03/13 09:08:37] ppdet.engine INFO: Epoch: [147] [400/610] learning_rate: 0.123260 loss_vfl: 0.962125 loss_bbox: 0.428940 loss_dfl: 0.412035 loss: 1.808571 eta: 21:37:06 batch_cost: 0.7430 data_cost: 0.0003 ips: 64.6061 images/s [03/13 09:08:55] ppdet.engine INFO: Epoch: [147] [420/610] learning_rate: 0.123219 loss_vfl: 0.960371 loss_bbox: 0.421552 loss_dfl: 0.407610 loss: 1.784577 eta: 21:36:48 batch_cost: 0.7817 data_cost: 0.0004 ips: 61.4051 images/s [03/13 09:09:13] ppdet.engine INFO: Epoch: [147] [440/610] learning_rate: 0.123177 loss_vfl: 0.929767 loss_bbox: 0.423570 loss_dfl: 0.398372 loss: 1.748058 eta: 21:36:31 batch_cost: 0.8098 data_cost: 0.0003 ips: 59.2720 images/s [03/13 09:09:31] ppdet.engine INFO: Epoch: [147] [460/610] learning_rate: 0.123136 loss_vfl: 0.977754 loss_bbox: 0.440685 loss_dfl: 0.423520 loss: 1.837121 eta: 21:36:13 batch_cost: 0.7908 data_cost: 0.0009 ips: 60.7001 images/s [03/13 09:09:49] ppdet.engine INFO: Epoch: [147] [480/610] learning_rate: 0.123095 loss_vfl: 0.969527 loss_bbox: 0.419369 loss_dfl: 0.412550 loss: 1.793863 eta: 21:35:55 batch_cost: 0.7933 data_cost: 0.0008 ips: 60.5099 images/s [03/13 09:10:07] ppdet.engine INFO: Epoch: [147] [500/610] learning_rate: 0.123054 loss_vfl: 0.964990 loss_bbox: 0.446121 loss_dfl: 0.410813 loss: 1.838672 eta: 21:35:38 batch_cost: 0.7981 data_cost: 0.0004 ips: 60.1398 images/s [03/13 09:10:25] ppdet.engine INFO: Epoch: [147] [520/610] learning_rate: 0.123012 loss_vfl: 1.003838 loss_bbox: 0.439991 loss_dfl: 0.421225 loss: 1.872442 eta: 21:35:21 batch_cost: 0.8154 data_cost: 0.0003 ips: 58.8661 images/s [03/13 09:10:42] ppdet.engine INFO: Epoch: [147] [540/610] learning_rate: 0.122971 loss_vfl: 0.995290 loss_bbox: 0.440018 loss_dfl: 0.426272 loss: 1.848056 eta: 21:35:02 batch_cost: 0.7582 data_cost: 0.0003 ips: 63.3044 images/s [03/13 09:11:00] ppdet.engine INFO: Epoch: [147] [560/610] learning_rate: 0.122930 loss_vfl: 0.981426 loss_bbox: 0.443251 loss_dfl: 0.430053 loss: 1.845739 eta: 21:34:44 batch_cost: 0.7808 data_cost: 0.0003 ips: 61.4750 images/s [03/13 09:11:18] ppdet.engine INFO: Epoch: [147] [580/610] learning_rate: 0.122889 loss_vfl: 1.052449 loss_bbox: 0.472426 loss_dfl: 0.447977 loss: 1.956686 eta: 21:34:27 batch_cost: 0.7977 data_cost: 0.0009 ips: 60.1702 images/s [03/13 09:11:35] ppdet.engine INFO: Epoch: [147] [600/610] learning_rate: 0.122847 loss_vfl: 0.979019 loss_bbox: 0.437346 loss_dfl: 0.416818 loss: 1.835468 eta: 21:34:08 batch_cost: 0.7279 data_cost: 0.0004 ips: 65.9440 images/s [03/13 09:11:50] ppdet.engine INFO: Epoch: [148] [ 0/610] learning_rate: 0.122827 loss_vfl: 0.984408 loss_bbox: 0.440040 loss_dfl: 0.432180 loss: 1.859861 eta: 21:34:03 batch_cost: 0.9472 data_cost: 0.2301 ips: 50.6780 images/s [03/13 09:12:09] ppdet.engine INFO: Epoch: [148] [ 20/610] learning_rate: 0.122785 loss_vfl: 0.937791 loss_bbox: 0.424644 loss_dfl: 0.401494 loss: 1.759877 eta: 21:33:47 batch_cost: 0.8468 data_cost: 0.0003 ips: 56.6834 images/s [03/13 09:12:26] ppdet.engine INFO: Epoch: [148] [ 40/610] learning_rate: 0.122744 loss_vfl: 0.921340 loss_bbox: 0.400329 loss_dfl: 0.391350 loss: 1.712993 eta: 21:33:29 batch_cost: 0.7642 data_cost: 0.0003 ips: 62.8099 images/s [03/13 09:12:44] ppdet.engine INFO: Epoch: [148] [ 60/610] learning_rate: 0.122703 loss_vfl: 0.930019 loss_bbox: 0.419300 loss_dfl: 0.410647 loss: 1.765264 eta: 21:33:10 batch_cost: 0.7658 data_cost: 0.0003 ips: 62.6811 images/s [03/13 09:13:03] ppdet.engine INFO: Epoch: [148] [ 80/610] learning_rate: 0.122662 loss_vfl: 0.996240 loss_bbox: 0.442597 loss_dfl: 0.429685 loss: 1.867281 eta: 21:32:53 batch_cost: 0.8074 data_cost: 0.0003 ips: 59.4497 images/s [03/13 09:13:20] ppdet.engine INFO: Epoch: [148] [100/610] learning_rate: 0.122620 loss_vfl: 0.949281 loss_bbox: 0.413452 loss_dfl: 0.400286 loss: 1.767481 eta: 21:32:35 batch_cost: 0.7726 data_cost: 0.0007 ips: 62.1319 images/s [03/13 09:13:37] ppdet.engine INFO: Epoch: [148] [120/610] learning_rate: 0.122579 loss_vfl: 0.980103 loss_bbox: 0.435378 loss_dfl: 0.418091 loss: 1.824094 eta: 21:32:16 batch_cost: 0.7489 data_cost: 0.0003 ips: 64.0978 images/s [03/13 09:13:55] ppdet.engine INFO: Epoch: [148] [140/610] learning_rate: 0.122538 loss_vfl: 0.982949 loss_bbox: 0.417005 loss_dfl: 0.414078 loss: 1.819688 eta: 21:31:58 batch_cost: 0.7669 data_cost: 0.0015 ips: 62.5883 images/s [03/13 09:14:14] ppdet.engine INFO: Epoch: [148] [160/610] learning_rate: 0.122497 loss_vfl: 0.953148 loss_bbox: 0.431938 loss_dfl: 0.414290 loss: 1.796208 eta: 21:31:41 batch_cost: 0.8236 data_cost: 0.0009 ips: 58.2792 images/s [03/13 09:14:31] ppdet.engine INFO: Epoch: [148] [180/610] learning_rate: 0.122455 loss_vfl: 0.976170 loss_bbox: 0.438709 loss_dfl: 0.418613 loss: 1.827084 eta: 21:31:23 batch_cost: 0.7673 data_cost: 0.0003 ips: 62.5535 images/s [03/13 09:14:49] ppdet.engine INFO: Epoch: [148] [200/610] learning_rate: 0.122414 loss_vfl: 0.955915 loss_bbox: 0.431098 loss_dfl: 0.415265 loss: 1.803136 eta: 21:31:05 batch_cost: 0.7928 data_cost: 0.0006 ips: 60.5470 images/s [03/13 09:15:06] ppdet.engine INFO: Epoch: [148] [220/610] learning_rate: 0.122373 loss_vfl: 0.926360 loss_bbox: 0.413810 loss_dfl: 0.391345 loss: 1.740480 eta: 21:30:47 batch_cost: 0.7735 data_cost: 0.0003 ips: 62.0536 images/s [03/13 09:15:24] ppdet.engine INFO: Epoch: [148] [240/610] learning_rate: 0.122332 loss_vfl: 0.942823 loss_bbox: 0.427039 loss_dfl: 0.405471 loss: 1.776373 eta: 21:30:29 batch_cost: 0.7818 data_cost: 0.0003 ips: 61.4005 images/s [03/13 09:15:42] ppdet.engine INFO: Epoch: [148] [260/610] learning_rate: 0.122290 loss_vfl: 0.963728 loss_bbox: 0.403091 loss_dfl: 0.391471 loss: 1.733726 eta: 21:30:12 batch_cost: 0.7860 data_cost: 0.0003 ips: 61.0712 images/s [03/13 09:15:59] ppdet.engine INFO: Epoch: [148] [280/610] learning_rate: 0.122249 loss_vfl: 0.996478 loss_bbox: 0.431012 loss_dfl: 0.410912 loss: 1.817691 eta: 21:29:54 batch_cost: 0.7904 data_cost: 0.0003 ips: 60.7294 images/s [03/13 09:16:18] ppdet.engine INFO: Epoch: [148] [300/610] learning_rate: 0.122208 loss_vfl: 0.980368 loss_bbox: 0.416981 loss_dfl: 0.397791 loss: 1.787674 eta: 21:29:37 batch_cost: 0.8341 data_cost: 0.0003 ips: 57.5472 images/s [03/13 09:16:36] ppdet.engine INFO: Epoch: [148] [320/610] learning_rate: 0.122166 loss_vfl: 0.969799 loss_bbox: 0.434327 loss_dfl: 0.432138 loss: 1.827871 eta: 21:29:20 batch_cost: 0.8398 data_cost: 0.0003 ips: 57.1596 images/s [03/13 09:16:54] ppdet.engine INFO: Epoch: [148] [340/610] learning_rate: 0.122125 loss_vfl: 0.937511 loss_bbox: 0.414375 loss_dfl: 0.392523 loss: 1.752338 eta: 21:29:02 batch_cost: 0.7788 data_cost: 0.0006 ips: 61.6311 images/s [03/13 09:17:12] ppdet.engine INFO: Epoch: [148] [360/610] learning_rate: 0.122084 loss_vfl: 0.973879 loss_bbox: 0.427555 loss_dfl: 0.414957 loss: 1.832456 eta: 21:28:44 batch_cost: 0.7577 data_cost: 0.0016 ips: 63.3519 images/s [03/13 09:17:30] ppdet.engine INFO: Epoch: [148] [380/610] learning_rate: 0.122043 loss_vfl: 0.946295 loss_bbox: 0.445747 loss_dfl: 0.420187 loss: 1.788800 eta: 21:28:27 batch_cost: 0.8089 data_cost: 0.0007 ips: 59.3374 images/s [03/13 09:17:47] ppdet.engine INFO: Epoch: [148] [400/610] learning_rate: 0.122001 loss_vfl: 0.933410 loss_bbox: 0.426644 loss_dfl: 0.404254 loss: 1.766491 eta: 21:28:08 batch_cost: 0.7589 data_cost: 0.0003 ips: 63.2515 images/s [03/13 09:18:05] ppdet.engine INFO: Epoch: [148] [420/610] learning_rate: 0.121960 loss_vfl: 0.978664 loss_bbox: 0.426202 loss_dfl: 0.411215 loss: 1.840657 eta: 21:27:51 batch_cost: 0.8126 data_cost: 0.0003 ips: 59.0731 images/s [03/13 09:18:23] ppdet.engine INFO: Epoch: [148] [440/610] learning_rate: 0.121919 loss_vfl: 0.990658 loss_bbox: 0.436190 loss_dfl: 0.425752 loss: 1.867171 eta: 21:27:34 batch_cost: 0.8010 data_cost: 0.0003 ips: 59.9216 images/s [03/13 09:18:41] ppdet.engine INFO: Epoch: [148] [460/610] learning_rate: 0.121878 loss_vfl: 0.935860 loss_bbox: 0.415944 loss_dfl: 0.401862 loss: 1.762266 eta: 21:27:15 batch_cost: 0.7415 data_cost: 0.0003 ips: 64.7317 images/s [03/13 09:18:59] ppdet.engine INFO: Epoch: [148] [480/610] learning_rate: 0.121836 loss_vfl: 1.016175 loss_bbox: 0.459119 loss_dfl: 0.431420 loss: 1.899200 eta: 21:26:58 batch_cost: 0.8205 data_cost: 0.0003 ips: 58.5041 images/s [03/13 09:19:16] ppdet.engine INFO: Epoch: [148] [500/610] learning_rate: 0.121795 loss_vfl: 0.937009 loss_bbox: 0.412907 loss_dfl: 0.394527 loss: 1.737754 eta: 21:26:40 batch_cost: 0.7575 data_cost: 0.0003 ips: 63.3673 images/s [03/13 09:19:33] ppdet.engine INFO: Epoch: [148] [520/610] learning_rate: 0.121754 loss_vfl: 1.028158 loss_bbox: 0.457689 loss_dfl: 0.432987 loss: 1.889726 eta: 21:26:22 batch_cost: 0.8028 data_cost: 0.0015 ips: 59.7899 images/s [03/13 09:19:51] ppdet.engine INFO: Epoch: [148] [540/610] learning_rate: 0.121713 loss_vfl: 0.984634 loss_bbox: 0.448638 loss_dfl: 0.430683 loss: 1.879142 eta: 21:26:04 batch_cost: 0.7546 data_cost: 0.0003 ips: 63.6100 images/s [03/13 09:20:09] ppdet.engine INFO: Epoch: [148] [560/610] learning_rate: 0.121671 loss_vfl: 1.010815 loss_bbox: 0.434823 loss_dfl: 0.425651 loss: 1.878775 eta: 21:25:47 batch_cost: 0.8165 data_cost: 0.0003 ips: 58.7883 images/s [03/13 09:20:26] ppdet.engine INFO: Epoch: [148] [580/610] learning_rate: 0.121630 loss_vfl: 0.944874 loss_bbox: 0.400180 loss_dfl: 0.396236 loss: 1.742368 eta: 21:25:28 batch_cost: 0.7461 data_cost: 0.0009 ips: 64.3384 images/s [03/13 09:20:44] ppdet.engine INFO: Epoch: [148] [600/610] learning_rate: 0.121589 loss_vfl: 1.024454 loss_bbox: 0.463306 loss_dfl: 0.434968 loss: 1.918491 eta: 21:25:10 batch_cost: 0.7997 data_cost: 0.0004 ips: 60.0196 images/s [03/13 09:20:58] ppdet.engine INFO: Epoch: [149] [ 0/610] learning_rate: 0.121568 loss_vfl: 1.029578 loss_bbox: 0.463362 loss_dfl: 0.434067 loss: 1.919731 eta: 21:25:05 batch_cost: 0.9846 data_cost: 0.1618 ips: 48.7529 images/s [03/13 09:21:17] ppdet.engine INFO: Epoch: [149] [ 20/610] learning_rate: 0.121527 loss_vfl: 0.972714 loss_bbox: 0.454234 loss_dfl: 0.434489 loss: 1.872675 eta: 21:24:49 batch_cost: 0.8471 data_cost: 0.0003 ips: 56.6612 images/s [03/13 09:21:36] ppdet.engine INFO: Epoch: [149] [ 40/610] learning_rate: 0.121486 loss_vfl: 1.015034 loss_bbox: 0.467933 loss_dfl: 0.448170 loss: 1.933697 eta: 21:24:32 batch_cost: 0.8554 data_cost: 0.0003 ips: 56.1121 images/s [03/13 09:21:54] ppdet.engine INFO: Epoch: [149] [ 60/610] learning_rate: 0.121444 loss_vfl: 0.990146 loss_bbox: 0.439213 loss_dfl: 0.426336 loss: 1.885109 eta: 21:24:15 batch_cost: 0.8228 data_cost: 0.0011 ips: 58.3358 images/s [03/13 09:22:12] ppdet.engine INFO: Epoch: [149] [ 80/610] learning_rate: 0.121403 loss_vfl: 0.997528 loss_bbox: 0.435369 loss_dfl: 0.423490 loss: 1.861476 eta: 21:23:58 batch_cost: 0.7993 data_cost: 0.0009 ips: 60.0514 images/s [03/13 09:22:30] ppdet.engine INFO: Epoch: [149] [100/610] learning_rate: 0.121362 loss_vfl: 0.931067 loss_bbox: 0.430026 loss_dfl: 0.418437 loss: 1.797104 eta: 21:23:40 batch_cost: 0.7798 data_cost: 0.0003 ips: 61.5579 images/s [03/13 09:22:48] ppdet.engine INFO: Epoch: [149] [120/610] learning_rate: 0.121321 loss_vfl: 0.944384 loss_bbox: 0.431226 loss_dfl: 0.408341 loss: 1.783951 eta: 21:23:23 batch_cost: 0.8236 data_cost: 0.0003 ips: 58.2840 images/s [03/13 09:23:06] ppdet.engine INFO: Epoch: [149] [140/610] learning_rate: 0.121279 loss_vfl: 0.968499 loss_bbox: 0.420354 loss_dfl: 0.424310 loss: 1.792189 eta: 21:23:06 batch_cost: 0.8115 data_cost: 0.0012 ips: 59.1498 images/s [03/13 09:23:25] ppdet.engine INFO: Epoch: [149] [160/610] learning_rate: 0.121238 loss_vfl: 0.956002 loss_bbox: 0.429069 loss_dfl: 0.417046 loss: 1.815620 eta: 21:22:48 batch_cost: 0.7842 data_cost: 0.0003 ips: 61.2095 images/s [03/13 09:23:43] ppdet.engine INFO: Epoch: [149] [180/610] learning_rate: 0.121197 loss_vfl: 0.944758 loss_bbox: 0.450089 loss_dfl: 0.407494 loss: 1.834032 eta: 21:22:30 batch_cost: 0.7942 data_cost: 0.0003 ips: 60.4396 images/s [03/13 09:24:01] ppdet.engine INFO: Epoch: [149] [200/610] learning_rate: 0.121156 loss_vfl: 0.924054 loss_bbox: 0.405368 loss_dfl: 0.404231 loss: 1.732058 eta: 21:22:13 batch_cost: 0.8152 data_cost: 0.0015 ips: 58.8808 images/s [03/13 09:24:19] ppdet.engine INFO: Epoch: [149] [220/610] learning_rate: 0.121114 loss_vfl: 0.968206 loss_bbox: 0.440668 loss_dfl: 0.407633 loss: 1.795148 eta: 21:21:56 batch_cost: 0.8214 data_cost: 0.0005 ips: 58.4394 images/s [03/13 09:24:37] ppdet.engine INFO: Epoch: [149] [240/610] learning_rate: 0.121073 loss_vfl: 1.017275 loss_bbox: 0.447366 loss_dfl: 0.435261 loss: 1.890702 eta: 21:21:38 batch_cost: 0.7896 data_cost: 0.0003 ips: 60.7889 images/s [03/13 09:24:55] ppdet.engine INFO: Epoch: [149] [260/610] learning_rate: 0.121032 loss_vfl: 1.006438 loss_bbox: 0.442968 loss_dfl: 0.425229 loss: 1.863472 eta: 21:21:21 batch_cost: 0.7916 data_cost: 0.0002 ips: 60.6358 images/s [03/13 09:25:13] ppdet.engine INFO: Epoch: [149] [280/610] learning_rate: 0.120990 loss_vfl: 1.036968 loss_bbox: 0.434344 loss_dfl: 0.424351 loss: 1.893221 eta: 21:21:03 batch_cost: 0.7840 data_cost: 0.0003 ips: 61.2270 images/s [03/13 09:25:30] ppdet.engine INFO: Epoch: [149] [300/610] learning_rate: 0.120949 loss_vfl: 0.984616 loss_bbox: 0.416636 loss_dfl: 0.409245 loss: 1.791005 eta: 21:20:45 batch_cost: 0.7550 data_cost: 0.0003 ips: 63.5729 images/s [03/13 09:25:48] ppdet.engine INFO: Epoch: [149] [320/610] learning_rate: 0.120908 loss_vfl: 0.981649 loss_bbox: 0.418611 loss_dfl: 0.404330 loss: 1.802208 eta: 21:20:27 batch_cost: 0.7891 data_cost: 0.0003 ips: 60.8296 images/s [03/13 09:26:06] ppdet.engine INFO: Epoch: [149] [340/610] learning_rate: 0.120867 loss_vfl: 1.004261 loss_bbox: 0.445244 loss_dfl: 0.415290 loss: 1.876611 eta: 21:20:10 batch_cost: 0.8068 data_cost: 0.0004 ips: 59.4963 images/s [03/13 09:26:24] ppdet.engine INFO: Epoch: [149] [360/610] learning_rate: 0.120825 loss_vfl: 0.958180 loss_bbox: 0.440095 loss_dfl: 0.423856 loss: 1.835797 eta: 21:19:52 batch_cost: 0.7958 data_cost: 0.0003 ips: 60.3150 images/s [03/13 09:26:42] ppdet.engine INFO: Epoch: [149] [380/610] learning_rate: 0.120784 loss_vfl: 0.942798 loss_bbox: 0.410408 loss_dfl: 0.402490 loss: 1.743394 eta: 21:19:35 batch_cost: 0.8037 data_cost: 0.0009 ips: 59.7230 images/s [03/13 09:26:59] ppdet.engine INFO: Epoch: [149] [400/610] learning_rate: 0.120743 loss_vfl: 0.982332 loss_bbox: 0.470211 loss_dfl: 0.440774 loss: 1.904440 eta: 21:19:15 batch_cost: 0.7107 data_cost: 0.0011 ips: 67.5377 images/s [03/13 09:27:16] ppdet.engine INFO: Epoch: [149] [420/610] learning_rate: 0.120702 loss_vfl: 0.950147 loss_bbox: 0.405661 loss_dfl: 0.392135 loss: 1.730818 eta: 21:18:57 batch_cost: 0.7842 data_cost: 0.0003 ips: 61.2098 images/s [03/13 09:27:35] ppdet.engine INFO: Epoch: [149] [440/610] learning_rate: 0.120660 loss_vfl: 1.004030 loss_bbox: 0.459055 loss_dfl: 0.434156 loss: 1.882369 eta: 21:18:41 batch_cost: 0.8348 data_cost: 0.0003 ips: 57.5012 images/s [03/13 09:27:52] ppdet.engine INFO: Epoch: [149] [460/610] learning_rate: 0.120619 loss_vfl: 0.981376 loss_bbox: 0.425773 loss_dfl: 0.421144 loss: 1.821583 eta: 21:18:23 batch_cost: 0.7794 data_cost: 0.0003 ips: 61.5836 images/s [03/13 09:28:10] ppdet.engine INFO: Epoch: [149] [480/610] learning_rate: 0.120578 loss_vfl: 0.953410 loss_bbox: 0.439656 loss_dfl: 0.417963 loss: 1.798824 eta: 21:18:05 batch_cost: 0.7616 data_cost: 0.0010 ips: 63.0258 images/s [03/13 09:28:27] ppdet.engine INFO: Epoch: [149] [500/610] learning_rate: 0.120536 loss_vfl: 0.930304 loss_bbox: 0.412405 loss_dfl: 0.399941 loss: 1.740157 eta: 21:17:47 batch_cost: 0.7802 data_cost: 0.0003 ips: 61.5223 images/s [03/13 09:28:44] ppdet.engine INFO: Epoch: [149] [520/610] learning_rate: 0.120495 loss_vfl: 0.995353 loss_bbox: 0.420176 loss_dfl: 0.414330 loss: 1.804615 eta: 21:17:29 batch_cost: 0.7660 data_cost: 0.0003 ips: 62.6650 images/s [03/13 09:29:02] ppdet.engine INFO: Epoch: [149] [540/610] learning_rate: 0.120454 loss_vfl: 0.946525 loss_bbox: 0.448995 loss_dfl: 0.417406 loss: 1.800341 eta: 21:17:11 batch_cost: 0.8189 data_cost: 0.0003 ips: 58.6177 images/s [03/13 09:29:20] ppdet.engine INFO: Epoch: [149] [560/610] learning_rate: 0.120413 loss_vfl: 0.989975 loss_bbox: 0.416067 loss_dfl: 0.411913 loss: 1.837252 eta: 21:16:54 batch_cost: 0.7789 data_cost: 0.0003 ips: 61.6262 images/s [03/13 09:29:38] ppdet.engine INFO: Epoch: [149] [580/610] learning_rate: 0.120371 loss_vfl: 0.960903 loss_bbox: 0.448638 loss_dfl: 0.425287 loss: 1.830151 eta: 21:16:36 batch_cost: 0.8179 data_cost: 0.0003 ips: 58.6870 images/s [03/13 09:29:55] ppdet.engine INFO: Epoch: [149] [600/610] learning_rate: 0.120330 loss_vfl: 0.984865 loss_bbox: 0.439925 loss_dfl: 0.406106 loss: 1.838022 eta: 21:16:18 batch_cost: 0.7485 data_cost: 0.0004 ips: 64.1268 images/s [03/13 09:30:03] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_s_416_coco [03/13 09:30:03] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_s_416_coco [03/13 09:30:03] ppdet.engine INFO: Eval iter: 0 [03/13 09:30:20] ppdet.engine INFO: Eval iter: 100 [03/13 09:30:29] ppdet.engine INFO: Eval iter: 200 [03/13 09:30:39] ppdet.engine INFO: Eval iter: 300 [03/13 09:30:48] ppdet.engine INFO: Eval iter: 400 [03/13 09:30:58] ppdet.engine INFO: Eval iter: 500 [03/13 09:31:08] ppdet.engine INFO: Eval iter: 600 [03/13 09:31:24] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json. loading annotations into memory... Done (t=0.90s) creating index... index created! [03/13 09:31:25] ppdet.metrics.coco_utils INFO: Start evaluate... Loading and preparing results... DONE (t=4.74s) creating index... index created! Running per image evaluation... Evaluate annotation type *bbox* DONE (t=96.24s). Accumulating evaluation results... DONE (t=17.51s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.303 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.447 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.322 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.108 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.318 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.499 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.275 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.443 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.472 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.196 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.531 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.723 [03/13 09:33:25] ppdet.engine INFO: Total sample number: 4952, averge FPS: 73.66540179466968 [03/13 09:33:25] ppdet.engine INFO: Best test bbox ap is 0.303. [03/13 09:33:25] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_s_416_coco [03/13 09:33:25] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_s_416_coco [03/13 09:33:26] ppdet.engine INFO: Epoch: [150] [ 0/610] learning_rate: 0.120310 loss_vfl: 0.955675 loss_bbox: 0.443794 loss_dfl: 0.415953 loss: 1.823734 eta: 21:16:07 batch_cost: 0.6690 data_cost: 0.0003 ips: 71.7470 images/s [03/13 09:33:45] ppdet.engine INFO: Epoch: [150] [ 20/610] learning_rate: 0.120268 loss_vfl: 0.991870 loss_bbox: 0.455449 loss_dfl: 0.421156 loss: 1.877925 eta: 21:15:50 batch_cost: 0.8000 data_cost: 0.0003 ips: 59.9966 images/s [03/13 09:34:03] ppdet.engine INFO: Epoch: [150] [ 40/610] learning_rate: 0.120227 loss_vfl: 0.926906 loss_bbox: 0.420803 loss_dfl: 0.408476 loss: 1.739107 eta: 21:15:33 batch_cost: 0.8217 data_cost: 0.0010 ips: 58.4162 images/s [03/13 09:34:21] ppdet.engine INFO: Epoch: [150] [ 60/610] learning_rate: 0.120186 loss_vfl: 0.962770 loss_bbox: 0.425940 loss_dfl: 0.411907 loss: 1.803192 eta: 21:15:15 batch_cost: 0.7787 data_cost: 0.0003 ips: 61.6438 images/s [03/13 09:34:39] ppdet.engine INFO: Epoch: [150] [ 80/610] learning_rate: 0.120144 loss_vfl: 1.008594 loss_bbox: 0.430721 loss_dfl: 0.421253 loss: 1.836480 eta: 21:14:58 batch_cost: 0.8125 data_cost: 0.0003 ips: 59.0734 images/s [03/13 09:34:58] ppdet.engine INFO: Epoch: [150] [100/610] learning_rate: 0.120103 loss_vfl: 0.966678 loss_bbox: 0.437509 loss_dfl: 0.412901 loss: 1.836537 eta: 21:14:41 batch_cost: 0.8542 data_cost: 0.0012 ips: 56.1921 images/s [03/13 09:35:16] ppdet.engine INFO: Epoch: [150] [120/610] learning_rate: 0.120062 loss_vfl: 1.023680 loss_bbox: 0.483428 loss_dfl: 0.447802 loss: 1.964805 eta: 21:14:24 batch_cost: 0.8006 data_cost: 0.0003 ips: 59.9528 images/s [03/13 09:35:33] ppdet.engine INFO: Epoch: [150] [140/610] learning_rate: 0.120021 loss_vfl: 0.982531 loss_bbox: 0.442455 loss_dfl: 0.425571 loss: 1.866127 eta: 21:14:06 batch_cost: 0.7746 data_cost: 0.0009 ips: 61.9714 images/s [03/13 09:35:50] ppdet.engine INFO: Epoch: [150] [160/610] learning_rate: 0.119979 loss_vfl: 0.952889 loss_bbox: 0.413017 loss_dfl: 0.396917 loss: 1.763338 eta: 21:13:48 batch_cost: 0.7744 data_cost: 0.0003 ips: 61.9800 images/s [03/13 09:36:09] ppdet.engine INFO: Epoch: [150] [180/610] learning_rate: 0.119938 loss_vfl: 0.942171 loss_bbox: 0.409378 loss_dfl: 0.396675 loss: 1.719258 eta: 21:13:30 batch_cost: 0.7963 data_cost: 0.0010 ips: 60.2815 images/s [03/13 09:36:26] ppdet.engine INFO: Epoch: [150] [200/610] learning_rate: 0.119897 loss_vfl: 1.026894 loss_bbox: 0.452132 loss_dfl: 0.444078 loss: 1.903131 eta: 21:13:13 batch_cost: 0.8002 data_cost: 0.0003 ips: 59.9840 images/s [03/13 09:36:44] ppdet.engine INFO: Epoch: [150] [220/610] learning_rate: 0.119856 loss_vfl: 1.036505 loss_bbox: 0.449619 loss_dfl: 0.435931 loss: 1.936301 eta: 21:12:55 batch_cost: 0.7818 data_cost: 0.0009 ips: 61.3972 images/s [03/13 09:37:02] ppdet.engine INFO: Epoch: [150] [240/610] learning_rate: 0.119814 loss_vfl: 0.976380 loss_bbox: 0.438302 loss_dfl: 0.430740 loss: 1.858608 eta: 21:12:37 batch_cost: 0.7868 data_cost: 0.0008 ips: 61.0084 images/s [03/13 09:37:19] ppdet.engine INFO: Epoch: [150] [260/610] learning_rate: 0.119773 loss_vfl: 0.961356 loss_bbox: 0.424064 loss_dfl: 0.423983 loss: 1.826145 eta: 21:12:20 batch_cost: 0.7982 data_cost: 0.0003 ips: 60.1332 images/s [03/13 09:37:37] ppdet.engine INFO: Epoch: [150] [280/610] learning_rate: 0.119732 loss_vfl: 0.951468 loss_bbox: 0.410280 loss_dfl: 0.398997 loss: 1.755386 eta: 21:12:01 batch_cost: 0.7578 data_cost: 0.0003 ips: 63.3439 images/s [03/13 09:37:54] ppdet.engine INFO: Epoch: [150] [300/610] learning_rate: 0.119690 loss_vfl: 0.957866 loss_bbox: 0.421052 loss_dfl: 0.419542 loss: 1.795012 eta: 21:11:43 batch_cost: 0.7491 data_cost: 0.0009 ips: 64.0796 images/s [03/13 09:38:12] ppdet.engine INFO: Epoch: [150] [320/610] learning_rate: 0.119649 loss_vfl: 0.931306 loss_bbox: 0.407918 loss_dfl: 0.400146 loss: 1.734882 eta: 21:11:25 batch_cost: 0.7694 data_cost: 0.0003 ips: 62.3827 images/s [03/13 09:38:29] ppdet.engine INFO: Epoch: [150] [340/610] learning_rate: 0.119608 loss_vfl: 0.933133 loss_bbox: 0.425671 loss_dfl: 0.412818 loss: 1.802481 eta: 21:11:07 batch_cost: 0.7600 data_cost: 0.0003 ips: 63.1548 images/s [03/13 09:38:47] ppdet.engine INFO: Epoch: [150] [360/610] learning_rate: 0.119567 loss_vfl: 0.969755 loss_bbox: 0.441559 loss_dfl: 0.426711 loss: 1.871835 eta: 21:10:49 batch_cost: 0.8024 data_cost: 0.0003 ips: 59.8179 images/s [03/13 09:39:05] ppdet.engine INFO: Epoch: [150] [380/610] learning_rate: 0.119525 loss_vfl: 0.956872 loss_bbox: 0.419804 loss_dfl: 0.413823 loss: 1.769376 eta: 21:10:32 batch_cost: 0.8290 data_cost: 0.0003 ips: 57.8977 images/s [03/13 09:39:23] ppdet.engine INFO: Epoch: [150] [400/610] learning_rate: 0.119484 loss_vfl: 0.984190 loss_bbox: 0.410289 loss_dfl: 0.399863 loss: 1.786438 eta: 21:10:15 batch_cost: 0.8096 data_cost: 0.0009 ips: 59.2894 images/s [03/13 09:39:41] ppdet.engine INFO: Epoch: [150] [420/610] learning_rate: 0.119443 loss_vfl: 1.004484 loss_bbox: 0.436595 loss_dfl: 0.422597 loss: 1.847353 eta: 21:09:58 batch_cost: 0.8073 data_cost: 0.0003 ips: 59.4593 images/s [03/13 09:39:59] ppdet.engine INFO: Epoch: [150] [440/610] learning_rate: 0.119402 loss_vfl: 1.006293 loss_bbox: 0.456093 loss_dfl: 0.449887 loss: 1.915889 eta: 21:09:40 batch_cost: 0.8104 data_cost: 0.0017 ips: 59.2275 images/s [03/13 09:40:17] ppdet.engine INFO: Epoch: [150] [460/610] learning_rate: 0.119360 loss_vfl: 0.988240 loss_bbox: 0.419386 loss_dfl: 0.422807 loss: 1.834500 eta: 21:09:23 batch_cost: 0.7812 data_cost: 0.0003 ips: 61.4475 images/s [03/13 09:40:34] ppdet.engine INFO: Epoch: [150] [480/610] learning_rate: 0.119319 loss_vfl: 0.979977 loss_bbox: 0.414624 loss_dfl: 0.405111 loss: 1.795066 eta: 21:09:05 batch_cost: 0.7701 data_cost: 0.0014 ips: 62.3335 images/s [03/13 09:40:51] ppdet.engine INFO: Epoch: [150] [500/610] learning_rate: 0.119278 loss_vfl: 0.960557 loss_bbox: 0.414539 loss_dfl: 0.410250 loss: 1.781749 eta: 21:08:46 batch_cost: 0.7613 data_cost: 0.0003 ips: 63.0482 images/s [03/13 09:41:09] ppdet.engine INFO: Epoch: [150] [520/610] learning_rate: 0.119237 loss_vfl: 0.962030 loss_bbox: 0.434685 loss_dfl: 0.423528 loss: 1.798934 eta: 21:08:28 batch_cost: 0.7541 data_cost: 0.0003 ips: 63.6506 images/s [03/13 09:41:26] ppdet.engine INFO: Epoch: [150] [540/610] learning_rate: 0.119195 loss_vfl: 0.977322 loss_bbox: 0.437380 loss_dfl: 0.415523 loss: 1.836485 eta: 21:08:10 batch_cost: 0.7748 data_cost: 0.0003 ips: 61.9524 images/s [03/13 09:41:45] ppdet.engine INFO: Epoch: [150] [560/610] learning_rate: 0.119154 loss_vfl: 1.000320 loss_bbox: 0.438533 loss_dfl: 0.421188 loss: 1.847529 eta: 21:07:53 batch_cost: 0.8149 data_cost: 0.0003 ips: 58.9063 images/s [03/13 09:42:03] ppdet.engine INFO: Epoch: [150] [580/610] learning_rate: 0.119113 loss_vfl: 1.001264 loss_bbox: 0.458741 loss_dfl: 0.436962 loss: 1.908973 eta: 21:07:35 batch_cost: 0.7996 data_cost: 0.0003 ips: 60.0283 images/s [03/13 09:42:20] ppdet.engine INFO: Epoch: [150] [600/610] learning_rate: 0.119071 loss_vfl: 1.031785 loss_bbox: 0.450735 loss_dfl: 0.425854 loss: 1.908369 eta: 21:07:18 batch_cost: 0.7833 data_cost: 0.0003 ips: 61.2753 images/s [03/13 09:42:35] ppdet.engine INFO: Epoch: [151] [ 0/610] learning_rate: 0.119051 loss_vfl: 0.990402 loss_bbox: 0.405951 loss_dfl: 0.413091 loss: 1.791273 eta: 21:07:14 batch_cost: 1.0368 data_cost: 0.2164 ips: 46.2958 images/s [03/13 09:42:54] ppdet.engine INFO: Epoch: [151] [ 20/610] learning_rate: 0.119010 loss_vfl: 0.958540 loss_bbox: 0.446893 loss_dfl: 0.418078 loss: 1.844319 eta: 21:06:58 batch_cost: 0.8640 data_cost: 0.0003 ips: 55.5554 images/s [03/13 09:43:12] ppdet.engine INFO: Epoch: [151] [ 40/610] learning_rate: 0.118968 loss_vfl: 0.965854 loss_bbox: 0.445333 loss_dfl: 0.416126 loss: 1.817688 eta: 21:06:40 batch_cost: 0.7999 data_cost: 0.0003 ips: 60.0053 images/s [03/13 09:43:30] ppdet.engine INFO: Epoch: [151] [ 60/610] learning_rate: 0.118927 loss_vfl: 0.969248 loss_bbox: 0.448540 loss_dfl: 0.423908 loss: 1.818092 eta: 21:06:22 batch_cost: 0.7898 data_cost: 0.0009 ips: 60.7761 images/s [03/13 09:43:47] ppdet.engine INFO: Epoch: [151] [ 80/610] learning_rate: 0.118886 loss_vfl: 0.986280 loss_bbox: 0.432868 loss_dfl: 0.423012 loss: 1.911973 eta: 21:06:05 batch_cost: 0.7764 data_cost: 0.0003 ips: 61.8250 images/s [03/13 09:44:05] ppdet.engine INFO: Epoch: [151] [100/610] learning_rate: 0.118844 loss_vfl: 0.972208 loss_bbox: 0.441860 loss_dfl: 0.431452 loss: 1.847965 eta: 21:05:47 batch_cost: 0.8198 data_cost: 0.0003 ips: 58.5484 images/s [03/13 09:44:24] ppdet.engine INFO: Epoch: [151] [120/610] learning_rate: 0.118803 loss_vfl: 0.956900 loss_bbox: 0.432928 loss_dfl: 0.412383 loss: 1.800174 eta: 21:05:31 batch_cost: 0.8681 data_cost: 0.0003 ips: 55.2903 images/s [03/13 09:44:42] ppdet.engine INFO: Epoch: [151] [140/610] learning_rate: 0.118762 loss_vfl: 0.949866 loss_bbox: 0.439046 loss_dfl: 0.415101 loss: 1.795828 eta: 21:05:14 batch_cost: 0.7860 data_cost: 0.0003 ips: 61.0716 images/s [03/13 09:44:59] ppdet.engine INFO: Epoch: [151] [160/610] learning_rate: 0.118721 loss_vfl: 0.981955 loss_bbox: 0.453708 loss_dfl: 0.432224 loss: 1.842217 eta: 21:04:56 batch_cost: 0.7644 data_cost: 0.0002 ips: 62.7972 images/s [03/13 09:45:18] ppdet.engine INFO: Epoch: [151] [180/610] learning_rate: 0.118679 loss_vfl: 0.975070 loss_bbox: 0.442702 loss_dfl: 0.414719 loss: 1.853489 eta: 21:04:39 batch_cost: 0.8300 data_cost: 0.0012 ips: 57.8293 images/s [03/13 09:45:36] ppdet.engine INFO: Epoch: [151] [200/610] learning_rate: 0.118638 loss_vfl: 0.996077 loss_bbox: 0.439359 loss_dfl: 0.421039 loss: 1.853817 eta: 21:04:21 batch_cost: 0.8028 data_cost: 0.0002 ips: 59.7917 images/s [03/13 09:45:53] ppdet.engine INFO: Epoch: [151] [220/610] learning_rate: 0.118597 loss_vfl: 0.958113 loss_bbox: 0.426090 loss_dfl: 0.413565 loss: 1.801315 eta: 21:04:03 batch_cost: 0.7544 data_cost: 0.0009 ips: 63.6278 images/s [03/13 09:46:12] ppdet.engine INFO: Epoch: [151] [240/610] learning_rate: 0.118556 loss_vfl: 0.982909 loss_bbox: 0.453336 loss_dfl: 0.434743 loss: 1.850399 eta: 21:03:46 batch_cost: 0.8420 data_cost: 0.0003 ips: 57.0088 images/s [03/13 09:46:29] ppdet.engine INFO: Epoch: [151] [260/610] learning_rate: 0.118514 loss_vfl: 0.926588 loss_bbox: 0.415053 loss_dfl: 0.404584 loss: 1.742119 eta: 21:03:28 batch_cost: 0.7588 data_cost: 0.0003 ips: 63.2610 images/s [03/13 09:46:47] ppdet.engine INFO: Epoch: [151] [280/610] learning_rate: 0.118473 loss_vfl: 0.950450 loss_bbox: 0.414019 loss_dfl: 0.413283 loss: 1.803447 eta: 21:03:10 batch_cost: 0.7727 data_cost: 0.0004 ips: 62.1226 images/s [03/13 09:47:05] ppdet.engine INFO: Epoch: [151] [300/610] learning_rate: 0.118432 loss_vfl: 1.024104 loss_bbox: 0.433407 loss_dfl: 0.432742 loss: 1.905073 eta: 21:02:53 batch_cost: 0.8062 data_cost: 0.0009 ips: 59.5366 images/s [03/13 09:47:23] ppdet.engine INFO: Epoch: [151] [320/610] learning_rate: 0.118391 loss_vfl: 1.004392 loss_bbox: 0.448678 loss_dfl: 0.423736 loss: 1.845086 eta: 21:02:36 batch_cost: 0.8161 data_cost: 0.0003 ips: 58.8168 images/s [03/13 09:47:41] ppdet.engine INFO: Epoch: [151] [340/610] learning_rate: 0.118349 loss_vfl: 0.958848 loss_bbox: 0.402089 loss_dfl: 0.400543 loss: 1.762498 eta: 21:02:18 batch_cost: 0.8009 data_cost: 0.0003 ips: 59.9348 images/s [03/13 09:48:00] ppdet.engine INFO: Epoch: [151] [360/610] learning_rate: 0.118308 loss_vfl: 0.973926 loss_bbox: 0.422480 loss_dfl: 0.411633 loss: 1.812314 eta: 21:02:01 batch_cost: 0.8318 data_cost: 0.0013 ips: 57.7059 images/s [03/13 09:48:17] ppdet.engine INFO: Epoch: [151] [380/610] learning_rate: 0.118267 loss_vfl: 0.938881 loss_bbox: 0.414224 loss_dfl: 0.410966 loss: 1.750025 eta: 21:01:43 batch_cost: 0.7506 data_cost: 0.0003 ips: 63.9517 images/s [03/13 09:48:35] ppdet.engine INFO: Epoch: [151] [400/610] learning_rate: 0.118226 loss_vfl: 0.982970 loss_bbox: 0.458892 loss_dfl: 0.431321 loss: 1.873835 eta: 21:01:26 batch_cost: 0.8071 data_cost: 0.0009 ips: 59.4742 images/s [03/13 09:48:52] ppdet.engine INFO: Epoch: [151] [420/610] learning_rate: 0.118184 loss_vfl: 1.027661 loss_bbox: 0.452447 loss_dfl: 0.419051 loss: 1.875669 eta: 21:01:07 batch_cost: 0.7406 data_cost: 0.0012 ips: 64.8127 images/s [03/13 09:49:10] ppdet.engine INFO: Epoch: [151] [440/610] learning_rate: 0.118143 loss_vfl: 0.978279 loss_bbox: 0.461953 loss_dfl: 0.432755 loss: 1.849914 eta: 21:00:50 batch_cost: 0.8117 data_cost: 0.0003 ips: 59.1316 images/s [03/13 09:49:28] ppdet.engine INFO: Epoch: [151] [460/610] learning_rate: 0.118102 loss_vfl: 0.963223 loss_bbox: 0.422450 loss_dfl: 0.401209 loss: 1.772211 eta: 21:00:33 batch_cost: 0.8280 data_cost: 0.0009 ips: 57.9682 images/s [03/13 09:49:46] ppdet.engine INFO: Epoch: [151] [480/610] learning_rate: 0.118060 loss_vfl: 0.968258 loss_bbox: 0.441074 loss_dfl: 0.414559 loss: 1.822368 eta: 21:00:16 batch_cost: 0.8422 data_cost: 0.0003 ips: 56.9911 images/s [03/13 09:50:04] ppdet.engine INFO: Epoch: [151] [500/610] learning_rate: 0.118019 loss_vfl: 0.982752 loss_bbox: 0.420803 loss_dfl: 0.416218 loss: 1.808371 eta: 20:59:59 batch_cost: 0.7904 data_cost: 0.0003 ips: 60.7302 images/s [03/13 09:50:22] ppdet.engine INFO: Epoch: [151] [520/610] learning_rate: 0.117978 loss_vfl: 0.942675 loss_bbox: 0.422108 loss_dfl: 0.412347 loss: 1.782341 eta: 20:59:41 batch_cost: 0.7856 data_cost: 0.0013 ips: 61.0974 images/s [03/13 09:50:40] ppdet.engine INFO: Epoch: [151] [540/610] learning_rate: 0.117937 loss_vfl: 1.017962 loss_bbox: 0.442847 loss_dfl: 0.436456 loss: 1.899334 eta: 20:59:23 batch_cost: 0.7825 data_cost: 0.0003 ips: 61.3396 images/s [03/13 09:50:58] ppdet.engine INFO: Epoch: [151] [560/610] learning_rate: 0.117895 loss_vfl: 1.028783 loss_bbox: 0.440634 loss_dfl: 0.411365 loss: 1.867743 eta: 20:59:06 batch_cost: 0.8256 data_cost: 0.0037 ips: 58.1378 images/s [03/13 09:51:17] ppdet.engine INFO: Epoch: [151] [580/610] learning_rate: 0.117854 loss_vfl: 1.002634 loss_bbox: 0.438194 loss_dfl: 0.419525 loss: 1.847387 eta: 20:58:49 batch_cost: 0.8208 data_cost: 0.0003 ips: 58.4764 images/s [03/13 09:51:35] ppdet.engine INFO: Epoch: [151] [600/610] learning_rate: 0.117813 loss_vfl: 0.946448 loss_bbox: 0.417169 loss_dfl: 0.394992 loss: 1.744800 eta: 20:58:31 batch_cost: 0.7792 data_cost: 0.0004 ips: 61.6040 images/s [03/13 09:51:50] ppdet.engine INFO: Epoch: [152] [ 0/610] learning_rate: 0.117792 loss_vfl: 0.985957 loss_bbox: 0.415554 loss_dfl: 0.408871 loss: 1.819883 eta: 20:58:28 batch_cost: 1.0440 data_cost: 0.3047 ips: 45.9756 images/s [03/13 09:52:10] ppdet.engine INFO: Epoch: [152] [ 20/610] learning_rate: 0.117751 loss_vfl: 0.969502 loss_bbox: 0.433907 loss_dfl: 0.413573 loss: 1.844371 eta: 20:58:11 batch_cost: 0.8406 data_cost: 0.0003 ips: 57.1048 images/s [03/13 09:52:27] ppdet.engine INFO: Epoch: [152] [ 40/610] learning_rate: 0.117710 loss_vfl: 0.968827 loss_bbox: 0.440830 loss_dfl: 0.424429 loss: 1.830833 eta: 20:57:53 batch_cost: 0.7875 data_cost: 0.0003 ips: 60.9522 images/s [03/13 09:52:45] ppdet.engine INFO: Epoch: [152] [ 60/610] learning_rate: 0.117668 loss_vfl: 0.911264 loss_bbox: 0.398143 loss_dfl: 0.398870 loss: 1.710395 eta: 20:57:36 batch_cost: 0.8017 data_cost: 0.0007 ips: 59.8756 images/s [03/13 09:53:04] ppdet.engine INFO: Epoch: [152] [ 80/610] learning_rate: 0.117627 loss_vfl: 0.989801 loss_bbox: 0.441528 loss_dfl: 0.420574 loss: 1.828900 eta: 20:57:19 batch_cost: 0.8089 data_cost: 0.0004 ips: 59.3426 images/s [03/13 09:53:21] ppdet.engine INFO: Epoch: [152] [100/610] learning_rate: 0.117586 loss_vfl: 1.004009 loss_bbox: 0.471832 loss_dfl: 0.447425 loss: 1.930203 eta: 20:57:01 batch_cost: 0.7795 data_cost: 0.0009 ips: 61.5797 images/s [03/13 09:53:39] ppdet.engine INFO: Epoch: [152] [120/610] learning_rate: 0.117545 loss_vfl: 1.005349 loss_bbox: 0.437353 loss_dfl: 0.433113 loss: 1.858982 eta: 20:56:43 batch_cost: 0.8014 data_cost: 0.0003 ips: 59.8984 images/s [03/13 09:53:57] ppdet.engine INFO: Epoch: [152] [140/610] learning_rate: 0.117503 loss_vfl: 0.991204 loss_bbox: 0.429453 loss_dfl: 0.419930 loss: 1.850241 eta: 20:56:26 batch_cost: 0.7929 data_cost: 0.0003 ips: 60.5342 images/s [03/13 09:54:15] ppdet.engine INFO: Epoch: [152] [160/610] learning_rate: 0.117462 loss_vfl: 0.914044 loss_bbox: 0.396895 loss_dfl: 0.387520 loss: 1.682828 eta: 20:56:09 batch_cost: 0.8075 data_cost: 0.0008 ips: 59.4433 images/s [03/13 09:54:34] ppdet.engine INFO: Epoch: [152] [180/610] learning_rate: 0.117421 loss_vfl: 1.006182 loss_bbox: 0.450963 loss_dfl: 0.433487 loss: 1.893852 eta: 20:55:52 batch_cost: 0.8439 data_cost: 0.0017 ips: 56.8787 images/s [03/13 09:54:51] ppdet.engine INFO: Epoch: [152] [200/610] learning_rate: 0.117380 loss_vfl: 1.037966 loss_bbox: 0.455525 loss_dfl: 0.444500 loss: 1.928792 eta: 20:55:34 batch_cost: 0.7676 data_cost: 0.0011 ips: 62.5353 images/s [03/13 09:55:08] ppdet.engine INFO: Epoch: [152] [220/610] learning_rate: 0.117338 loss_vfl: 0.982298 loss_bbox: 0.441824 loss_dfl: 0.422787 loss: 1.844674 eta: 20:55:16 batch_cost: 0.7851 data_cost: 0.0003 ips: 61.1408 images/s [03/13 09:55:25] ppdet.engine INFO: Epoch: [152] [240/610] learning_rate: 0.117297 loss_vfl: 1.004612 loss_bbox: 0.434584 loss_dfl: 0.429747 loss: 1.862432 eta: 20:54:58 batch_cost: 0.7418 data_cost: 0.0009 ips: 64.7103 images/s [03/13 09:55:43] ppdet.engine INFO: Epoch: [152] [260/610] learning_rate: 0.117256 loss_vfl: 0.981432 loss_bbox: 0.429490 loss_dfl: 0.418182 loss: 1.842878 eta: 20:54:40 batch_cost: 0.7792 data_cost: 0.0003 ips: 61.6051 images/s [03/13 09:56:00] ppdet.engine INFO: Epoch: [152] [280/610] learning_rate: 0.117215 loss_vfl: 0.979774 loss_bbox: 0.435587 loss_dfl: 0.419143 loss: 1.829358 eta: 20:54:22 batch_cost: 0.7690 data_cost: 0.0005 ips: 62.4226 images/s [03/13 09:56:18] ppdet.engine INFO: Epoch: [152] [300/610] learning_rate: 0.117173 loss_vfl: 1.001323 loss_bbox: 0.442698 loss_dfl: 0.422409 loss: 1.836328 eta: 20:54:05 batch_cost: 0.8168 data_cost: 0.0003 ips: 58.7673 images/s [03/13 09:56:36] ppdet.engine INFO: Epoch: [152] [320/610] learning_rate: 0.117132 loss_vfl: 0.922389 loss_bbox: 0.410126 loss_dfl: 0.395512 loss: 1.727330 eta: 20:53:47 batch_cost: 0.8043 data_cost: 0.0009 ips: 59.6789 images/s [03/13 09:56:54] ppdet.engine INFO: Epoch: [152] [340/610] learning_rate: 0.117091 loss_vfl: 0.978255 loss_bbox: 0.439238 loss_dfl: 0.419068 loss: 1.842479 eta: 20:53:29 batch_cost: 0.7598 data_cost: 0.0003 ips: 63.1766 images/s [03/13 09:57:11] ppdet.engine INFO: Epoch: [152] [360/610] learning_rate: 0.117050 loss_vfl: 0.978091 loss_bbox: 0.444316 loss_dfl: 0.425336 loss: 1.859438 eta: 20:53:11 batch_cost: 0.7732 data_cost: 0.0003 ips: 62.0776 images/s [03/13 09:57:28] ppdet.engine INFO: Epoch: [152] [380/610] learning_rate: 0.117008 loss_vfl: 0.929840 loss_bbox: 0.425410 loss_dfl: 0.405422 loss: 1.723885 eta: 20:52:54 batch_cost: 0.8012 data_cost: 0.0003 ips: 59.9103 images/s [03/13 09:57:46] ppdet.engine INFO: Epoch: [152] [400/610] learning_rate: 0.116967 loss_vfl: 0.983613 loss_bbox: 0.452028 loss_dfl: 0.426012 loss: 1.867086 eta: 20:52:36 batch_cost: 0.7637 data_cost: 0.0003 ips: 62.8481 images/s [03/13 09:58:04] ppdet.engine INFO: Epoch: [152] [420/610] learning_rate: 0.116926 loss_vfl: 0.960543 loss_bbox: 0.436341 loss_dfl: 0.419681 loss: 1.814851 eta: 20:52:18 batch_cost: 0.7899 data_cost: 0.0009 ips: 60.7701 images/s [03/13 09:58:22] ppdet.engine INFO: Epoch: [152] [440/610] learning_rate: 0.116885 loss_vfl: 0.964241 loss_bbox: 0.427025 loss_dfl: 0.411365 loss: 1.813881 eta: 20:52:01 batch_cost: 0.8248 data_cost: 0.0003 ips: 58.1950 images/s [03/13 09:58:39] ppdet.engine INFO: Epoch: [152] [460/610] learning_rate: 0.116843 loss_vfl: 1.005830 loss_bbox: 0.440004 loss_dfl: 0.419845 loss: 1.863341 eta: 20:51:43 batch_cost: 0.7853 data_cost: 0.0003 ips: 61.1259 images/s [03/13 09:58:56] ppdet.engine INFO: Epoch: [152] [480/610] learning_rate: 0.116802 loss_vfl: 0.978092 loss_bbox: 0.435041 loss_dfl: 0.432754 loss: 1.820141 eta: 20:51:25 batch_cost: 0.7608 data_cost: 0.0003 ips: 63.0937 images/s [03/13 09:59:13] ppdet.engine INFO: Epoch: [152] [500/610] learning_rate: 0.116761 loss_vfl: 1.043828 loss_bbox: 0.463700 loss_dfl: 0.432084 loss: 1.935299 eta: 20:51:07 batch_cost: 0.7746 data_cost: 0.0003 ips: 61.9709 images/s [03/13 09:59:31] ppdet.engine INFO: Epoch: [152] [520/610] learning_rate: 0.116720 loss_vfl: 0.928253 loss_bbox: 0.412072 loss_dfl: 0.404284 loss: 1.755940 eta: 20:50:50 batch_cost: 0.8004 data_cost: 0.0003 ips: 59.9725 images/s [03/13 09:59:48] ppdet.engine INFO: Epoch: [152] [540/610] learning_rate: 0.116678 loss_vfl: 0.979625 loss_bbox: 0.441607 loss_dfl: 0.423806 loss: 1.858085 eta: 20:50:31 batch_cost: 0.7436 data_cost: 0.0003 ips: 64.5524 images/s [03/13 10:00:06] ppdet.engine INFO: Epoch: [152] [560/610] learning_rate: 0.116637 loss_vfl: 0.986874 loss_bbox: 0.445293 loss_dfl: 0.426916 loss: 1.836814 eta: 20:50:14 batch_cost: 0.8128 data_cost: 0.0003 ips: 59.0526 images/s [03/13 10:00:23] ppdet.engine INFO: Epoch: [152] [580/610] learning_rate: 0.116596 loss_vfl: 0.964430 loss_bbox: 0.442220 loss_dfl: 0.417251 loss: 1.824167 eta: 20:49:56 batch_cost: 0.7648 data_cost: 0.0003 ips: 62.7606 images/s [03/13 10:00:41] ppdet.engine INFO: Epoch: [152] [600/610] learning_rate: 0.116555 loss_vfl: 0.974166 loss_bbox: 0.446862 loss_dfl: 0.422241 loss: 1.822221 eta: 20:49:38 batch_cost: 0.7512 data_cost: 0.0004 ips: 63.9018 images/s [03/13 10:00:56] ppdet.engine INFO: Epoch: [153] [ 0/610] learning_rate: 0.116534 loss_vfl: 0.989689 loss_bbox: 0.472597 loss_dfl: 0.447194 loss: 1.921327 eta: 20:49:34 batch_cost: 1.0071 data_cost: 0.2461 ips: 47.6617 images/s [03/13 10:01:15] ppdet.engine INFO: Epoch: [153] [ 20/610] learning_rate: 0.116493 loss_vfl: 0.942689 loss_bbox: 0.419055 loss_dfl: 0.412392 loss: 1.753607 eta: 20:49:18 batch_cost: 0.8782 data_cost: 0.0003 ips: 54.6592 images/s [03/13 10:01:33] ppdet.engine INFO: Epoch: [153] [ 40/610] learning_rate: 0.116451 loss_vfl: 1.001904 loss_bbox: 0.444547 loss_dfl: 0.416859 loss: 1.875075 eta: 20:49:00 batch_cost: 0.7679 data_cost: 0.0003 ips: 62.5121 images/s [03/13 10:01:50] ppdet.engine INFO: Epoch: [153] [ 60/610] learning_rate: 0.116410 loss_vfl: 0.901127 loss_bbox: 0.413808 loss_dfl: 0.382917 loss: 1.688998 eta: 20:48:42 batch_cost: 0.7759 data_cost: 0.0003 ips: 61.8608 images/s [03/13 10:02:09] ppdet.engine INFO: Epoch: [153] [ 80/610] learning_rate: 0.116369 loss_vfl: 1.006399 loss_bbox: 0.452677 loss_dfl: 0.443788 loss: 1.918003 eta: 20:48:24 batch_cost: 0.7890 data_cost: 0.0015 ips: 60.8390 images/s [03/13 10:02:27] ppdet.engine INFO: Epoch: [153] [100/610] learning_rate: 0.116328 loss_vfl: 0.951082 loss_bbox: 0.441338 loss_dfl: 0.416753 loss: 1.815295 eta: 20:48:08 batch_cost: 0.8348 data_cost: 0.0004 ips: 57.4993 images/s [03/13 10:02:45] ppdet.engine INFO: Epoch: [153] [120/610] learning_rate: 0.116286 loss_vfl: 0.968748 loss_bbox: 0.445467 loss_dfl: 0.428893 loss: 1.853952 eta: 20:47:49 batch_cost: 0.7577 data_cost: 0.0003 ips: 63.3492 images/s [03/13 10:03:03] ppdet.engine INFO: Epoch: [153] [140/610] learning_rate: 0.116245 loss_vfl: 0.946925 loss_bbox: 0.419927 loss_dfl: 0.400370 loss: 1.744437 eta: 20:47:32 batch_cost: 0.8139 data_cost: 0.0012 ips: 58.9739 images/s [03/13 10:03:21] ppdet.engine INFO: Epoch: [153] [160/610] learning_rate: 0.116204 loss_vfl: 0.958988 loss_bbox: 0.429393 loss_dfl: 0.417103 loss: 1.806123 eta: 20:47:14 batch_cost: 0.7724 data_cost: 0.0012 ips: 62.1472 images/s [03/13 10:03:39] ppdet.engine INFO: Epoch: [153] [180/610] learning_rate: 0.116163 loss_vfl: 0.971897 loss_bbox: 0.447077 loss_dfl: 0.420349 loss: 1.872146 eta: 20:46:57 batch_cost: 0.7913 data_cost: 0.0009 ips: 60.6574 images/s [03/13 10:03:58] ppdet.engine INFO: Epoch: [153] [200/610] learning_rate: 0.116121 loss_vfl: 0.980353 loss_bbox: 0.435526 loss_dfl: 0.427877 loss: 1.845301 eta: 20:46:39 batch_cost: 0.8125 data_cost: 0.0003 ips: 59.0777 images/s [03/13 10:04:16] ppdet.engine INFO: Epoch: [153] [220/610] learning_rate: 0.116080 loss_vfl: 0.970079 loss_bbox: 0.427871 loss_dfl: 0.419324 loss: 1.828537 eta: 20:46:23 batch_cost: 0.8388 data_cost: 0.0003 ips: 57.2274 images/s [03/13 10:04:35] ppdet.engine INFO: Epoch: [153] [240/610] learning_rate: 0.116039 loss_vfl: 1.003797 loss_bbox: 0.448184 loss_dfl: 0.424226 loss: 1.883747 eta: 20:46:06 batch_cost: 0.8160 data_cost: 0.0003 ips: 58.8203 images/s [03/13 10:04:53] ppdet.engine INFO: Epoch: [153] [260/610] learning_rate: 0.115998 loss_vfl: 0.960381 loss_bbox: 0.425636 loss_dfl: 0.415435 loss: 1.800017 eta: 20:45:49 batch_cost: 0.8211 data_cost: 0.0003 ips: 58.4608 images/s [03/13 10:05:10] ppdet.engine INFO: Epoch: [153] [280/610] learning_rate: 0.115956 loss_vfl: 1.004404 loss_bbox: 0.438106 loss_dfl: 0.440380 loss: 1.891833 eta: 20:45:30 batch_cost: 0.7377 data_cost: 0.0021 ips: 65.0631 images/s [03/13 10:05:28] ppdet.engine INFO: Epoch: [153] [300/610] learning_rate: 0.115915 loss_vfl: 0.923760 loss_bbox: 0.417998 loss_dfl: 0.402191 loss: 1.737170 eta: 20:45:12 batch_cost: 0.7818 data_cost: 0.0018 ips: 61.3989 images/s [03/13 10:05:46] ppdet.engine INFO: Epoch: [153] [320/610] learning_rate: 0.115874 loss_vfl: 1.010254 loss_bbox: 0.459280 loss_dfl: 0.437131 loss: 1.903236 eta: 20:44:55 batch_cost: 0.7855 data_cost: 0.0003 ips: 61.1089 images/s [03/13 10:06:05] ppdet.engine INFO: Epoch: [153] [340/610] learning_rate: 0.115833 loss_vfl: 0.964782 loss_bbox: 0.431277 loss_dfl: 0.420843 loss: 1.794621 eta: 20:44:37 batch_cost: 0.8033 data_cost: 0.0009 ips: 59.7514 images/s [03/13 10:06:23] ppdet.engine INFO: Epoch: [153] [360/610] learning_rate: 0.115791 loss_vfl: 0.973864 loss_bbox: 0.426068 loss_dfl: 0.417726 loss: 1.839362 eta: 20:44:20 batch_cost: 0.8263 data_cost: 0.0004 ips: 58.0902 images/s [03/13 10:06:41] ppdet.engine INFO: Epoch: [153] [380/610] learning_rate: 0.115750 loss_vfl: 0.982081 loss_bbox: 0.442065 loss_dfl: 0.428402 loss: 1.855324 eta: 20:44:03 batch_cost: 0.7937 data_cost: 0.0003 ips: 60.4764 images/s [03/13 10:06:59] ppdet.engine INFO: Epoch: [153] [400/610] learning_rate: 0.115709 loss_vfl: 0.983473 loss_bbox: 0.438194 loss_dfl: 0.416182 loss: 1.847687 eta: 20:43:45 batch_cost: 0.7898 data_cost: 0.0003 ips: 60.7738 images/s [03/13 10:07:16] ppdet.engine INFO: Epoch: [153] [420/610] learning_rate: 0.115668 loss_vfl: 0.993741 loss_bbox: 0.420701 loss_dfl: 0.420273 loss: 1.857387 eta: 20:43:28 batch_cost: 0.7812 data_cost: 0.0016 ips: 61.4459 images/s [03/13 10:07:34] ppdet.engine INFO: Epoch: [153] [440/610] learning_rate: 0.115626 loss_vfl: 0.947141 loss_bbox: 0.415885 loss_dfl: 0.404831 loss: 1.795948 eta: 20:43:10 batch_cost: 0.8134 data_cost: 0.0003 ips: 59.0119 images/s [03/13 10:07:52] ppdet.engine INFO: Epoch: [153] [460/610] learning_rate: 0.115585 loss_vfl: 0.938849 loss_bbox: 0.407573 loss_dfl: 0.404564 loss: 1.743780 eta: 20:42:53 batch_cost: 0.7838 data_cost: 0.0012 ips: 61.2416 images/s [03/13 10:08:10] ppdet.engine INFO: Epoch: [153] [480/610] learning_rate: 0.115544 loss_vfl: 0.951833 loss_bbox: 0.416352 loss_dfl: 0.405597 loss: 1.773522 eta: 20:42:35 batch_cost: 0.8107 data_cost: 0.0003 ips: 59.2064 images/s [03/13 10:08:28] ppdet.engine INFO: Epoch: [153] [500/610] learning_rate: 0.115503 loss_vfl: 0.959451 loss_bbox: 0.414917 loss_dfl: 0.403494 loss: 1.779421 eta: 20:42:18 batch_cost: 0.7970 data_cost: 0.0003 ips: 60.2290 images/s [03/13 10:08:46] ppdet.engine INFO: Epoch: [153] [520/610] learning_rate: 0.115462 loss_vfl: 0.947952 loss_bbox: 0.418925 loss_dfl: 0.415929 loss: 1.795705 eta: 20:42:00 batch_cost: 0.7724 data_cost: 0.0003 ips: 62.1420 images/s [03/13 10:09:04] ppdet.engine INFO: Epoch: [153] [540/610] learning_rate: 0.115420 loss_vfl: 0.980503 loss_bbox: 0.439954 loss_dfl: 0.413325 loss: 1.826923 eta: 20:41:43 batch_cost: 0.8266 data_cost: 0.0003 ips: 58.0692 images/s [03/13 10:09:21] ppdet.engine INFO: Epoch: [153] [560/610] learning_rate: 0.115379 loss_vfl: 0.906292 loss_bbox: 0.388743 loss_dfl: 0.377753 loss: 1.661424 eta: 20:41:25 batch_cost: 0.7557 data_cost: 0.0010 ips: 63.5162 images/s [03/13 10:09:40] ppdet.engine INFO: Epoch: [153] [580/610] learning_rate: 0.115338 loss_vfl: 0.964321 loss_bbox: 0.419213 loss_dfl: 0.415670 loss: 1.826247 eta: 20:41:08 batch_cost: 0.8369 data_cost: 0.0023 ips: 57.3557 images/s [03/13 10:09:58] ppdet.engine INFO: Epoch: [153] [600/610] learning_rate: 0.115297 loss_vfl: 0.964095 loss_bbox: 0.428727 loss_dfl: 0.414038 loss: 1.797827 eta: 20:40:50 batch_cost: 0.7796 data_cost: 0.0004 ips: 61.5690 images/s [03/13 10:10:13] ppdet.engine INFO: Epoch: [154] [ 0/610] learning_rate: 0.115276 loss_vfl: 0.966765 loss_bbox: 0.434283 loss_dfl: 0.415372 loss: 1.829224 eta: 20:40:46 batch_cost: 1.0392 data_cost: 0.2712 ips: 46.1907 images/s [03/13 10:10:33] ppdet.engine INFO: Epoch: [154] [ 20/610] learning_rate: 0.115235 loss_vfl: 0.941869 loss_bbox: 0.420327 loss_dfl: 0.405878 loss: 1.777863 eta: 20:40:31 batch_cost: 0.9066 data_cost: 0.0002 ips: 52.9465 images/s [03/13 10:10:51] ppdet.engine INFO: Epoch: [154] [ 40/610] learning_rate: 0.115193 loss_vfl: 0.985899 loss_bbox: 0.436352 loss_dfl: 0.417734 loss: 1.841016 eta: 20:40:14 batch_cost: 0.8048 data_cost: 0.0003 ips: 59.6438 images/s [03/13 10:11:10] ppdet.engine INFO: Epoch: [154] [ 60/610] learning_rate: 0.115152 loss_vfl: 1.010099 loss_bbox: 0.459479 loss_dfl: 0.431357 loss: 1.894682 eta: 20:39:57 batch_cost: 0.8179 data_cost: 0.0004 ips: 58.6868 images/s [03/13 10:11:28] ppdet.engine INFO: Epoch: [154] [ 80/610] learning_rate: 0.115111 loss_vfl: 0.951632 loss_bbox: 0.401537 loss_dfl: 0.400375 loss: 1.770773 eta: 20:39:40 batch_cost: 0.8514 data_cost: 0.0004 ips: 56.3795 images/s [03/13 10:11:46] ppdet.engine INFO: Epoch: [154] [100/610] learning_rate: 0.115070 loss_vfl: 0.975368 loss_bbox: 0.451236 loss_dfl: 0.418703 loss: 1.842550 eta: 20:39:23 batch_cost: 0.8169 data_cost: 0.0011 ips: 58.7614 images/s [03/13 10:12:03] ppdet.engine INFO: Epoch: [154] [120/610] learning_rate: 0.115029 loss_vfl: 0.987019 loss_bbox: 0.429164 loss_dfl: 0.412289 loss: 1.807487 eta: 20:39:05 batch_cost: 0.7604 data_cost: 0.0004 ips: 63.1275 images/s [03/13 10:12:21] ppdet.engine INFO: Epoch: [154] [140/610] learning_rate: 0.114987 loss_vfl: 0.946524 loss_bbox: 0.405236 loss_dfl: 0.394578 loss: 1.749451 eta: 20:38:47 batch_cost: 0.7792 data_cost: 0.0012 ips: 61.6055 images/s [03/13 10:12:38] ppdet.engine INFO: Epoch: [154] [160/610] learning_rate: 0.114946 loss_vfl: 0.969956 loss_bbox: 0.428221 loss_dfl: 0.405349 loss: 1.794319 eta: 20:38:29 batch_cost: 0.7635 data_cost: 0.0003 ips: 62.8675 images/s [03/13 10:12:57] ppdet.engine INFO: Epoch: [154] [180/610] learning_rate: 0.114905 loss_vfl: 0.966693 loss_bbox: 0.437709 loss_dfl: 0.428740 loss: 1.844772 eta: 20:38:12 batch_cost: 0.8322 data_cost: 0.0003 ips: 57.6752 images/s [03/13 10:13:15] ppdet.engine INFO: Epoch: [154] [200/610] learning_rate: 0.114864 loss_vfl: 0.994121 loss_bbox: 0.459722 loss_dfl: 0.434824 loss: 1.891614 eta: 20:37:55 batch_cost: 0.7974 data_cost: 0.0005 ips: 60.1932 images/s [03/13 10:13:34] ppdet.engine INFO: Epoch: [154] [220/610] learning_rate: 0.114822 loss_vfl: 0.942635 loss_bbox: 0.418918 loss_dfl: 0.402811 loss: 1.769289 eta: 20:37:38 batch_cost: 0.8269 data_cost: 0.0003 ips: 58.0471 images/s [03/13 10:13:52] ppdet.engine INFO: Epoch: [154] [240/610] learning_rate: 0.114781 loss_vfl: 0.982213 loss_bbox: 0.411982 loss_dfl: 0.415201 loss: 1.803454 eta: 20:37:20 batch_cost: 0.7875 data_cost: 0.0003 ips: 60.9527 images/s [03/13 10:14:11] ppdet.engine INFO: Epoch: [154] [260/610] learning_rate: 0.114740 loss_vfl: 1.023826 loss_bbox: 0.463322 loss_dfl: 0.439301 loss: 1.931996 eta: 20:37:04 batch_cost: 0.8360 data_cost: 0.0025 ips: 57.4140 images/s [03/13 10:14:30] ppdet.engine INFO: Epoch: [154] [280/610] learning_rate: 0.114699 loss_vfl: 0.927987 loss_bbox: 0.409615 loss_dfl: 0.406215 loss: 1.743766 eta: 20:36:47 batch_cost: 0.8535 data_cost: 0.0035 ips: 56.2367 images/s [03/13 10:14:47] ppdet.engine INFO: Epoch: [154] [300/610] learning_rate: 0.114657 loss_vfl: 1.003644 loss_bbox: 0.414710 loss_dfl: 0.413709 loss: 1.853572 eta: 20:36:30 batch_cost: 0.7962 data_cost: 0.0011 ips: 60.2880 images/s [03/13 10:15:05] ppdet.engine INFO: Epoch: [154] [320/610] learning_rate: 0.114616 loss_vfl: 0.969486 loss_bbox: 0.434662 loss_dfl: 0.425040 loss: 1.828026 eta: 20:36:12 batch_cost: 0.7979 data_cost: 0.0003 ips: 60.1598 images/s [03/13 10:15:23] ppdet.engine INFO: Epoch: [154] [340/610] learning_rate: 0.114575 loss_vfl: 0.916851 loss_bbox: 0.398144 loss_dfl: 0.402684 loss: 1.766912 eta: 20:35:54 batch_cost: 0.7657 data_cost: 0.0009 ips: 62.6914 images/s [03/13 10:15:40] ppdet.engine INFO: Epoch: [154] [360/610] learning_rate: 0.114534 loss_vfl: 0.981860 loss_bbox: 0.423228 loss_dfl: 0.412514 loss: 1.800699 eta: 20:35:36 batch_cost: 0.7546 data_cost: 0.0003 ips: 63.6077 images/s [03/13 10:15:58] ppdet.engine INFO: Epoch: [154] [380/610] learning_rate: 0.114493 loss_vfl: 1.006500 loss_bbox: 0.437681 loss_dfl: 0.422974 loss: 1.868972 eta: 20:35:18 batch_cost: 0.7888 data_cost: 0.0003 ips: 60.8506 images/s [03/13 10:16:16] ppdet.engine INFO: Epoch: [154] [400/610] learning_rate: 0.114451 loss_vfl: 0.977087 loss_bbox: 0.451226 loss_dfl: 0.418788 loss: 1.840404 eta: 20:35:00 batch_cost: 0.7457 data_cost: 0.0012 ips: 64.3700 images/s [03/13 10:16:33] ppdet.engine INFO: Epoch: [154] [420/610] learning_rate: 0.114410 loss_vfl: 0.946869 loss_bbox: 0.420826 loss_dfl: 0.408479 loss: 1.773528 eta: 20:34:41 batch_cost: 0.7219 data_cost: 0.0003 ips: 66.4903 images/s [03/13 10:16:49] ppdet.engine INFO: Epoch: [154] [440/610] learning_rate: 0.114369 loss_vfl: 0.978266 loss_bbox: 0.417919 loss_dfl: 0.405145 loss: 1.813976 eta: 20:34:23 batch_cost: 0.7385 data_cost: 0.0003 ips: 64.9943 images/s [03/13 10:17:07] ppdet.engine INFO: Epoch: [154] [460/610] learning_rate: 0.114328 loss_vfl: 0.939689 loss_bbox: 0.410537 loss_dfl: 0.403945 loss: 1.762227 eta: 20:34:05 batch_cost: 0.7865 data_cost: 0.0003 ips: 61.0305 images/s [03/13 10:17:24] ppdet.engine INFO: Epoch: [154] [480/610] learning_rate: 0.114286 loss_vfl: 0.995522 loss_bbox: 0.448419 loss_dfl: 0.433438 loss: 1.871015 eta: 20:33:47 batch_cost: 0.7410 data_cost: 0.0005 ips: 64.7737 images/s [03/13 10:17:42] ppdet.engine INFO: Epoch: [154] [500/610] learning_rate: 0.114245 loss_vfl: 0.999926 loss_bbox: 0.456754 loss_dfl: 0.432553 loss: 1.881105 eta: 20:33:29 batch_cost: 0.7933 data_cost: 0.0010 ips: 60.5035 images/s [03/13 10:18:00] ppdet.engine INFO: Epoch: [154] [520/610] learning_rate: 0.114204 loss_vfl: 1.004226 loss_bbox: 0.443079 loss_dfl: 0.427762 loss: 1.850265 eta: 20:33:12 batch_cost: 0.8030 data_cost: 0.0004 ips: 59.7729 images/s [03/13 10:18:18] ppdet.engine INFO: Epoch: [154] [540/610] learning_rate: 0.114163 loss_vfl: 0.939715 loss_bbox: 0.421180 loss_dfl: 0.401806 loss: 1.744639 eta: 20:32:54 batch_cost: 0.7730 data_cost: 0.0003 ips: 62.0970 images/s [03/13 10:18:35] ppdet.engine INFO: Epoch: [154] [560/610] learning_rate: 0.114122 loss_vfl: 0.925017 loss_bbox: 0.413883 loss_dfl: 0.389460 loss: 1.707442 eta: 20:32:36 batch_cost: 0.7684 data_cost: 0.0003 ips: 62.4701 images/s [03/13 10:18:52] ppdet.engine INFO: Epoch: [154] [580/610] learning_rate: 0.114080 loss_vfl: 0.938781 loss_bbox: 0.419129 loss_dfl: 0.410870 loss: 1.737239 eta: 20:32:18 batch_cost: 0.7841 data_cost: 0.0011 ips: 61.2135 images/s [03/13 10:19:09] ppdet.engine INFO: Epoch: [154] [600/610] learning_rate: 0.114039 loss_vfl: 1.007764 loss_bbox: 0.441831 loss_dfl: 0.417164 loss: 1.871080 eta: 20:31:59 batch_cost: 0.7181 data_cost: 0.0012 ips: 66.8461 images/s [03/13 10:19:22] ppdet.engine INFO: Epoch: [155] [ 0/610] learning_rate: 0.114018 loss_vfl: 0.993435 loss_bbox: 0.422309 loss_dfl: 0.418410 loss: 1.850006 eta: 20:31:53 batch_cost: 0.8897 data_cost: 0.1343 ips: 53.9497 images/s [03/13 10:19:43] ppdet.engine INFO: Epoch: [155] [ 20/610] learning_rate: 0.113977 loss_vfl: 0.959038 loss_bbox: 0.427244 loss_dfl: 0.417640 loss: 1.807661 eta: 20:31:38 batch_cost: 0.9462 data_cost: 0.0002 ips: 50.7291 images/s [03/13 10:20:02] ppdet.engine INFO: Epoch: [155] [ 40/610] learning_rate: 0.113936 loss_vfl: 0.949969 loss_bbox: 0.427249 loss_dfl: 0.417375 loss: 1.802554 eta: 20:31:21 batch_cost: 0.8192 data_cost: 0.0005 ips: 58.5956 images/s [03/13 10:20:20] ppdet.engine INFO: Epoch: [155] [ 60/610] learning_rate: 0.113895 loss_vfl: 0.987677 loss_bbox: 0.428867 loss_dfl: 0.420505 loss: 1.838619 eta: 20:31:04 batch_cost: 0.8092 data_cost: 0.0003 ips: 59.3173 images/s [03/13 10:20:38] ppdet.engine INFO: Epoch: [155] [ 80/610] learning_rate: 0.113854 loss_vfl: 0.967535 loss_bbox: 0.410307 loss_dfl: 0.417347 loss: 1.787928 eta: 20:30:47 batch_cost: 0.8342 data_cost: 0.0003 ips: 57.5432 images/s [03/13 10:20:56] ppdet.engine INFO: Epoch: [155] [100/610] learning_rate: 0.113812 loss_vfl: 0.928731 loss_bbox: 0.419237 loss_dfl: 0.398458 loss: 1.731881 eta: 20:30:30 batch_cost: 0.7867 data_cost: 0.0009 ips: 61.0129 images/s [03/13 10:21:14] ppdet.engine INFO: Epoch: [155] [120/610] learning_rate: 0.113771 loss_vfl: 0.940511 loss_bbox: 0.433273 loss_dfl: 0.409617 loss: 1.789236 eta: 20:30:13 batch_cost: 0.8343 data_cost: 0.0015 ips: 57.5322 images/s [03/13 10:21:32] ppdet.engine INFO: Epoch: [155] [140/610] learning_rate: 0.113730 loss_vfl: 0.964934 loss_bbox: 0.417509 loss_dfl: 0.394533 loss: 1.786381 eta: 20:29:56 batch_cost: 0.8091 data_cost: 0.0003 ips: 59.3239 images/s [03/13 10:21:49] ppdet.engine INFO: Epoch: [155] [160/610] learning_rate: 0.113689 loss_vfl: 0.986752 loss_bbox: 0.444179 loss_dfl: 0.428773 loss: 1.858726 eta: 20:29:38 batch_cost: 0.7614 data_cost: 0.0003 ips: 63.0443 images/s [03/13 10:22:07] ppdet.engine INFO: Epoch: [155] [180/610] learning_rate: 0.113648 loss_vfl: 1.005383 loss_bbox: 0.421989 loss_dfl: 0.412495 loss: 1.828261 eta: 20:29:20 batch_cost: 0.7799 data_cost: 0.0004 ips: 61.5492 images/s [03/13 10:22:25] ppdet.engine INFO: Epoch: [155] [200/610] learning_rate: 0.113606 loss_vfl: 1.016740 loss_bbox: 0.459723 loss_dfl: 0.434168 loss: 1.892443 eta: 20:29:02 batch_cost: 0.7972 data_cost: 0.0003 ips: 60.2129 images/s [03/13 10:22:44] ppdet.engine INFO: Epoch: [155] [220/610] learning_rate: 0.113565 loss_vfl: 0.925504 loss_bbox: 0.424200 loss_dfl: 0.405436 loss: 1.748410 eta: 20:28:46 batch_cost: 0.8511 data_cost: 0.0003 ips: 56.3984 images/s [03/13 10:23:02] ppdet.engine INFO: Epoch: [155] [240/610] learning_rate: 0.113524 loss_vfl: 1.031618 loss_bbox: 0.477252 loss_dfl: 0.436027 loss: 1.940904 eta: 20:28:29 batch_cost: 0.8078 data_cost: 0.0003 ips: 59.4170 images/s [03/13 10:23:20] ppdet.engine INFO: Epoch: [155] [260/610] learning_rate: 0.113483 loss_vfl: 1.010221 loss_bbox: 0.440900 loss_dfl: 0.436236 loss: 1.876631 eta: 20:28:11 batch_cost: 0.7889 data_cost: 0.0005 ips: 60.8455 images/s [03/13 10:23:38] ppdet.engine INFO: Epoch: [155] [280/610] learning_rate: 0.113442 loss_vfl: 0.948271 loss_bbox: 0.446792 loss_dfl: 0.414897 loss: 1.825968 eta: 20:27:54 batch_cost: 0.7812 data_cost: 0.0003 ips: 61.4474 images/s [03/13 10:23:56] ppdet.engine INFO: Epoch: [155] [300/610] learning_rate: 0.113400 loss_vfl: 0.932843 loss_bbox: 0.396108 loss_dfl: 0.396211 loss: 1.719555 eta: 20:27:36 batch_cost: 0.7676 data_cost: 0.0003 ips: 62.5316 images/s [03/13 10:24:14] ppdet.engine INFO: Epoch: [155] [320/610] learning_rate: 0.113359 loss_vfl: 0.896913 loss_bbox: 0.403093 loss_dfl: 0.399738 loss: 1.720869 eta: 20:27:18 batch_cost: 0.8098 data_cost: 0.0003 ips: 59.2713 images/s [03/13 10:24:31] ppdet.engine INFO: Epoch: [155] [340/610] learning_rate: 0.113318 loss_vfl: 0.977394 loss_bbox: 0.431096 loss_dfl: 0.421140 loss: 1.837824 eta: 20:27:00 batch_cost: 0.7727 data_cost: 0.0003 ips: 62.1207 images/s [03/13 10:24:49] ppdet.engine INFO: Epoch: [155] [360/610] learning_rate: 0.113277 loss_vfl: 0.916048 loss_bbox: 0.410066 loss_dfl: 0.401333 loss: 1.724702 eta: 20:26:43 batch_cost: 0.8000 data_cost: 0.0003 ips: 59.9978 images/s [03/13 10:25:07] ppdet.engine INFO: Epoch: [155] [380/610] learning_rate: 0.113235 loss_vfl: 0.972704 loss_bbox: 0.414584 loss_dfl: 0.403413 loss: 1.806040 eta: 20:26:26 batch_cost: 0.8031 data_cost: 0.0003 ips: 59.7713 images/s [03/13 10:25:25] ppdet.engine INFO: Epoch: [155] [400/610] learning_rate: 0.113194 loss_vfl: 0.965164 loss_bbox: 0.432555 loss_dfl: 0.423649 loss: 1.822157 eta: 20:26:09 batch_cost: 0.8120 data_cost: 0.0015 ips: 59.1097 images/s [03/13 10:25:43] ppdet.engine INFO: Epoch: [155] [420/610] learning_rate: 0.113153 loss_vfl: 0.952659 loss_bbox: 0.435840 loss_dfl: 0.404916 loss: 1.790748 eta: 20:25:52 batch_cost: 0.8169 data_cost: 0.0009 ips: 58.7585 images/s [03/13 10:26:01] ppdet.engine INFO: Epoch: [155] [440/610] learning_rate: 0.113112 loss_vfl: 0.956484 loss_bbox: 0.427687 loss_dfl: 0.416210 loss: 1.800647 eta: 20:25:34 batch_cost: 0.7695 data_cost: 0.0003 ips: 62.3770 images/s [03/13 10:26:19] ppdet.engine INFO: Epoch: [155] [460/610] learning_rate: 0.113071 loss_vfl: 0.967394 loss_bbox: 0.430034 loss_dfl: 0.408899 loss: 1.798704 eta: 20:25:16 batch_cost: 0.7811 data_cost: 0.0003 ips: 61.4529 images/s [03/13 10:26:35] ppdet.engine INFO: Epoch: [155] [480/610] learning_rate: 0.113029 loss_vfl: 0.998130 loss_bbox: 0.445391 loss_dfl: 0.429299 loss: 1.860342 eta: 20:24:57 batch_cost: 0.7318 data_cost: 0.0046 ips: 65.5939 images/s [03/13 10:26:52] ppdet.engine INFO: Epoch: [155] [500/610] learning_rate: 0.112988 loss_vfl: 0.963624 loss_bbox: 0.421744 loss_dfl: 0.398929 loss: 1.757420 eta: 20:24:39 batch_cost: 0.7658 data_cost: 0.0003 ips: 62.6792 images/s [03/13 10:27:10] ppdet.engine INFO: Epoch: [155] [520/610] learning_rate: 0.112947 loss_vfl: 0.978983 loss_bbox: 0.416853 loss_dfl: 0.409909 loss: 1.793614 eta: 20:24:21 batch_cost: 0.7718 data_cost: 0.0003 ips: 62.1926 images/s [03/13 10:27:28] ppdet.engine INFO: Epoch: [155] [540/610] learning_rate: 0.112906 loss_vfl: 1.015712 loss_bbox: 0.449185 loss_dfl: 0.426043 loss: 1.895514 eta: 20:24:03 batch_cost: 0.7680 data_cost: 0.0003 ips: 62.5029 images/s [03/13 10:27:45] ppdet.engine INFO: Epoch: [155] [560/610] learning_rate: 0.112865 loss_vfl: 0.956451 loss_bbox: 0.425295 loss_dfl: 0.412396 loss: 1.824791 eta: 20:23:46 batch_cost: 0.7941 data_cost: 0.0003 ips: 60.4443 images/s [03/13 10:28:03] ppdet.engine INFO: Epoch: [155] [580/610] learning_rate: 0.112824 loss_vfl: 0.985349 loss_bbox: 0.447680 loss_dfl: 0.420251 loss: 1.854252 eta: 20:23:28 batch_cost: 0.7681 data_cost: 0.0009 ips: 62.4878 images/s [03/13 10:28:20] ppdet.engine INFO: Epoch: [155] [600/610] learning_rate: 0.112782 loss_vfl: 0.971321 loss_bbox: 0.428286 loss_dfl: 0.410095 loss: 1.811761 eta: 20:23:10 batch_cost: 0.7657 data_cost: 0.0004 ips: 62.6875 images/s [03/13 10:28:35] ppdet.engine INFO: Epoch: [156] [ 0/610] learning_rate: 0.112762 loss_vfl: 0.960523 loss_bbox: 0.445240 loss_dfl: 0.417312 loss: 1.820997 eta: 20:23:05 batch_cost: 1.0108 data_cost: 0.2667 ips: 47.4890 images/s [03/13 10:28:55] ppdet.engine INFO: Epoch: [156] [ 20/610] learning_rate: 0.112721 loss_vfl: 0.992576 loss_bbox: 0.445408 loss_dfl: 0.418861 loss: 1.844975 eta: 20:22:50 batch_cost: 0.8890 data_cost: 0.0004 ips: 53.9926 images/s [03/13 10:29:13] ppdet.engine INFO: Epoch: [156] [ 40/610] learning_rate: 0.112679 loss_vfl: 0.937028 loss_bbox: 0.410450 loss_dfl: 0.398482 loss: 1.733980 eta: 20:22:32 batch_cost: 0.7848 data_cost: 0.0015 ips: 61.1633 images/s [03/13 10:29:31] ppdet.engine INFO: Epoch: [156] [ 60/610] learning_rate: 0.112638 loss_vfl: 1.020713 loss_bbox: 0.440675 loss_dfl: 0.430833 loss: 1.885183 eta: 20:22:14 batch_cost: 0.7866 data_cost: 0.0006 ips: 61.0192 images/s [03/13 10:29:49] ppdet.engine INFO: Epoch: [156] [ 80/610] learning_rate: 0.112597 loss_vfl: 0.993367 loss_bbox: 0.434025 loss_dfl: 0.425457 loss: 1.887884 eta: 20:21:57 batch_cost: 0.7726 data_cost: 0.0005 ips: 62.1290 images/s [03/13 10:30:07] ppdet.engine INFO: Epoch: [156] [100/610] learning_rate: 0.112556 loss_vfl: 0.913500 loss_bbox: 0.419010 loss_dfl: 0.403020 loss: 1.746647 eta: 20:21:39 batch_cost: 0.7875 data_cost: 0.0012 ips: 60.9490 images/s [03/13 10:30:25] ppdet.engine INFO: Epoch: [156] [120/610] learning_rate: 0.112515 loss_vfl: 0.954928 loss_bbox: 0.422540 loss_dfl: 0.424687 loss: 1.773858 eta: 20:21:22 batch_cost: 0.8300 data_cost: 0.0005 ips: 57.8286 images/s [03/13 10:30:44] ppdet.engine INFO: Epoch: [156] [140/610] learning_rate: 0.112473 loss_vfl: 0.945356 loss_bbox: 0.449451 loss_dfl: 0.418771 loss: 1.798015 eta: 20:21:06 batch_cost: 0.8408 data_cost: 0.0005 ips: 57.0857 images/s [03/13 10:31:01] ppdet.engine INFO: Epoch: [156] [160/610] learning_rate: 0.112432 loss_vfl: 1.020144 loss_bbox: 0.447833 loss_dfl: 0.426980 loss: 1.905769 eta: 20:20:48 batch_cost: 0.7923 data_cost: 0.0004 ips: 60.5829 images/s [03/13 10:31:20] ppdet.engine INFO: Epoch: [156] [180/610] learning_rate: 0.112391 loss_vfl: 0.993086 loss_bbox: 0.413801 loss_dfl: 0.408886 loss: 1.794387 eta: 20:20:31 batch_cost: 0.8248 data_cost: 0.0004 ips: 58.1940 images/s [03/13 10:31:38] ppdet.engine INFO: Epoch: [156] [200/610] learning_rate: 0.112350 loss_vfl: 0.996685 loss_bbox: 0.437136 loss_dfl: 0.435238 loss: 1.863147 eta: 20:20:14 batch_cost: 0.7934 data_cost: 0.0003 ips: 60.4973 images/s [03/13 10:31:56] ppdet.engine INFO: Epoch: [156] [220/610] learning_rate: 0.112309 loss_vfl: 0.936181 loss_bbox: 0.408947 loss_dfl: 0.391299 loss: 1.746003 eta: 20:19:56 batch_cost: 0.8022 data_cost: 0.0004 ips: 59.8334 images/s [03/13 10:32:13] ppdet.engine INFO: Epoch: [156] [240/610] learning_rate: 0.112267 loss_vfl: 0.970950 loss_bbox: 0.423473 loss_dfl: 0.419296 loss: 1.840409 eta: 20:19:38 batch_cost: 0.7667 data_cost: 0.0003 ips: 62.6093 images/s [03/13 10:32:31] ppdet.engine INFO: Epoch: [156] [260/610] learning_rate: 0.112226 loss_vfl: 1.012206 loss_bbox: 0.467241 loss_dfl: 0.440495 loss: 1.896866 eta: 20:19:21 batch_cost: 0.7748 data_cost: 0.0003 ips: 61.9549 images/s [03/13 10:32:49] ppdet.engine INFO: Epoch: [156] [280/610] learning_rate: 0.112185 loss_vfl: 0.989570 loss_bbox: 0.426638 loss_dfl: 0.423079 loss: 1.841603 eta: 20:19:03 batch_cost: 0.7831 data_cost: 0.0003 ips: 61.2964 images/s [03/13 10:33:06] ppdet.engine INFO: Epoch: [156] [300/610] learning_rate: 0.112144 loss_vfl: 1.018409 loss_bbox: 0.435950 loss_dfl: 0.419563 loss: 1.874530 eta: 20:18:45 batch_cost: 0.7666 data_cost: 0.0003 ips: 62.6164 images/s [03/13 10:33:24] ppdet.engine INFO: Epoch: [156] [320/610] learning_rate: 0.112103 loss_vfl: 1.000152 loss_bbox: 0.420555 loss_dfl: 0.423037 loss: 1.828540 eta: 20:18:28 batch_cost: 0.8296 data_cost: 0.0004 ips: 57.8598 images/s [03/13 10:33:43] ppdet.engine INFO: Epoch: [156] [340/610] learning_rate: 0.112062 loss_vfl: 0.975551 loss_bbox: 0.457149 loss_dfl: 0.430905 loss: 1.872890 eta: 20:18:11 batch_cost: 0.8213 data_cost: 0.0003 ips: 58.4433 images/s [03/13 10:34:01] ppdet.engine INFO: Epoch: [156] [360/610] learning_rate: 0.112020 loss_vfl: 0.987061 loss_bbox: 0.417444 loss_dfl: 0.425291 loss: 1.829797 eta: 20:17:54 batch_cost: 0.8366 data_cost: 0.0003 ips: 57.3762 images/s [03/13 10:34:19] ppdet.engine INFO: Epoch: [156] [380/610] learning_rate: 0.111979 loss_vfl: 1.001300 loss_bbox: 0.448910 loss_dfl: 0.428639 loss: 1.884963 eta: 20:17:37 batch_cost: 0.7825 data_cost: 0.0003 ips: 61.3407 images/s [03/13 10:34:36] ppdet.engine INFO: Epoch: [156] [400/610] learning_rate: 0.111938 loss_vfl: 1.014469 loss_bbox: 0.443175 loss_dfl: 0.430818 loss: 1.897544 eta: 20:17:19 batch_cost: 0.7821 data_cost: 0.0044 ips: 61.3739 images/s [03/13 10:34:54] ppdet.engine INFO: Epoch: [156] [420/610] learning_rate: 0.111897 loss_vfl: 1.040061 loss_bbox: 0.438458 loss_dfl: 0.411297 loss: 1.893381 eta: 20:17:02 batch_cost: 0.8371 data_cost: 0.0003 ips: 57.3388 images/s [03/13 10:35:12] ppdet.engine INFO: Epoch: [156] [440/610] learning_rate: 0.111856 loss_vfl: 0.948446 loss_bbox: 0.420374 loss_dfl: 0.415743 loss: 1.767694 eta: 20:16:45 batch_cost: 0.7920 data_cost: 0.0003 ips: 60.6094 images/s [03/13 10:35:30] ppdet.engine INFO: Epoch: [156] [460/610] learning_rate: 0.111814 loss_vfl: 0.956134 loss_bbox: 0.427332 loss_dfl: 0.411195 loss: 1.816151 eta: 20:16:27 batch_cost: 0.7914 data_cost: 0.0005 ips: 60.6528 images/s [03/13 10:35:47] ppdet.engine INFO: Epoch: [156] [480/610] learning_rate: 0.111773 loss_vfl: 0.922210 loss_bbox: 0.397833 loss_dfl: 0.408405 loss: 1.742750 eta: 20:16:09 batch_cost: 0.7367 data_cost: 0.0003 ips: 65.1535 images/s [03/13 10:36:04] ppdet.engine INFO: Epoch: [156] [500/610] learning_rate: 0.111732 loss_vfl: 0.954326 loss_bbox: 0.420144 loss_dfl: 0.399528 loss: 1.782174 eta: 20:15:51 batch_cost: 0.7765 data_cost: 0.0003 ips: 61.8136 images/s [03/13 10:36:23] ppdet.engine INFO: Epoch: [156] [520/610] learning_rate: 0.111691 loss_vfl: 0.957028 loss_bbox: 0.441940 loss_dfl: 0.422642 loss: 1.813323 eta: 20:15:35 batch_cost: 0.8662 data_cost: 0.0003 ips: 55.4176 images/s [03/13 10:36:42] ppdet.engine INFO: Epoch: [156] [540/610] learning_rate: 0.111650 loss_vfl: 0.893876 loss_bbox: 0.370201 loss_dfl: 0.372762 loss: 1.612294 eta: 20:15:18 batch_cost: 0.8029 data_cost: 0.0007 ips: 59.7835 images/s [03/13 10:36:59] ppdet.engine INFO: Epoch: [156] [560/610] learning_rate: 0.111609 loss_vfl: 1.010105 loss_bbox: 0.470789 loss_dfl: 0.433809 loss: 1.933893 eta: 20:15:01 batch_cost: 0.8186 data_cost: 0.0004 ips: 58.6338 images/s [03/13 10:37:18] ppdet.engine INFO: Epoch: [156] [580/610] learning_rate: 0.111567 loss_vfl: 0.986034 loss_bbox: 0.430679 loss_dfl: 0.427343 loss: 1.854543 eta: 20:14:43 batch_cost: 0.7985 data_cost: 0.0003 ips: 60.1121 images/s [03/13 10:37:36] ppdet.engine INFO: Epoch: [156] [600/610] learning_rate: 0.111526 loss_vfl: 0.974360 loss_bbox: 0.430777 loss_dfl: 0.426385 loss: 1.842910 eta: 20:14:26 batch_cost: 0.7953 data_cost: 0.0004 ips: 60.3569 images/s [03/13 10:37:50] ppdet.engine INFO: Epoch: [157] [ 0/610] learning_rate: 0.111506 loss_vfl: 0.931724 loss_bbox: 0.392839 loss_dfl: 0.393878 loss: 1.718354 eta: 20:14:21 batch_cost: 1.0051 data_cost: 0.1669 ips: 47.7553 images/s [03/13 10:38:10] ppdet.engine INFO: Epoch: [157] [ 20/610] learning_rate: 0.111465 loss_vfl: 0.990705 loss_bbox: 0.438128 loss_dfl: 0.425737 loss: 1.852558 eta: 20:14:05 batch_cost: 0.8893 data_cost: 0.0003 ips: 53.9721 images/s [03/13 10:38:27] ppdet.engine INFO: Epoch: [157] [ 40/610] learning_rate: 0.111423 loss_vfl: 0.927505 loss_bbox: 0.418461 loss_dfl: 0.403220 loss: 1.736379 eta: 20:13:47 batch_cost: 0.7666 data_cost: 0.0003 ips: 62.6108 images/s [03/13 10:38:46] ppdet.engine INFO: Epoch: [157] [ 60/610] learning_rate: 0.111382 loss_vfl: 1.026204 loss_bbox: 0.456758 loss_dfl: 0.461395 loss: 1.925463 eta: 20:13:30 batch_cost: 0.8121 data_cost: 0.0003 ips: 59.1058 images/s [03/13 10:39:03] ppdet.engine INFO: Epoch: [157] [ 80/610] learning_rate: 0.111341 loss_vfl: 0.953299 loss_bbox: 0.435933 loss_dfl: 0.413515 loss: 1.787775 eta: 20:13:12 batch_cost: 0.7440 data_cost: 0.0003 ips: 64.5184 images/s [03/13 10:39:21] ppdet.engine INFO: Epoch: [157] [100/610] learning_rate: 0.111300 loss_vfl: 1.021216 loss_bbox: 0.438231 loss_dfl: 0.425320 loss: 1.886734 eta: 20:12:55 batch_cost: 0.8468 data_cost: 0.0003 ips: 56.6863 images/s [03/13 10:39:39] ppdet.engine INFO: Epoch: [157] [120/610] learning_rate: 0.111259 loss_vfl: 0.977289 loss_bbox: 0.429134 loss_dfl: 0.413841 loss: 1.819077 eta: 20:12:38 batch_cost: 0.7723 data_cost: 0.0009 ips: 62.1493 images/s [03/13 10:39:57] ppdet.engine INFO: Epoch: [157] [140/610] learning_rate: 0.111218 loss_vfl: 0.933303 loss_bbox: 0.428117 loss_dfl: 0.412850 loss: 1.763533 eta: 20:12:21 batch_cost: 0.8223 data_cost: 0.0009 ips: 58.3747 images/s [03/13 10:40:14] ppdet.engine INFO: Epoch: [157] [160/610] learning_rate: 0.111176 loss_vfl: 1.011488 loss_bbox: 0.458710 loss_dfl: 0.432326 loss: 1.897436 eta: 20:12:03 batch_cost: 0.7793 data_cost: 0.0015 ips: 61.5961 images/s [03/13 10:40:32] ppdet.engine INFO: Epoch: [157] [180/610] learning_rate: 0.111135 loss_vfl: 0.953164 loss_bbox: 0.428433 loss_dfl: 0.411841 loss: 1.782168 eta: 20:11:45 batch_cost: 0.7800 data_cost: 0.0003 ips: 61.5416 images/s [03/13 10:40:50] ppdet.engine INFO: Epoch: [157] [200/610] learning_rate: 0.111094 loss_vfl: 0.980612 loss_bbox: 0.429488 loss_dfl: 0.425459 loss: 1.861645 eta: 20:11:28 batch_cost: 0.7921 data_cost: 0.0003 ips: 60.5999 images/s [03/13 10:41:07] ppdet.engine INFO: Epoch: [157] [220/610] learning_rate: 0.111053 loss_vfl: 1.005516 loss_bbox: 0.454063 loss_dfl: 0.433641 loss: 1.915238 eta: 20:11:10 batch_cost: 0.7645 data_cost: 0.0007 ips: 62.7854 images/s [03/13 10:41:26] ppdet.engine INFO: Epoch: [157] [240/610] learning_rate: 0.111012 loss_vfl: 0.991850 loss_bbox: 0.442826 loss_dfl: 0.428638 loss: 1.870600 eta: 20:10:53 batch_cost: 0.8537 data_cost: 0.0003 ips: 56.2280 images/s [03/13 10:41:44] ppdet.engine INFO: Epoch: [157] [260/610] learning_rate: 0.110971 loss_vfl: 0.962755 loss_bbox: 0.439002 loss_dfl: 0.411856 loss: 1.824003 eta: 20:10:36 batch_cost: 0.7991 data_cost: 0.0008 ips: 60.0708 images/s [03/13 10:42:02] ppdet.engine INFO: Epoch: [157] [280/610] learning_rate: 0.110930 loss_vfl: 0.984991 loss_bbox: 0.418396 loss_dfl: 0.407878 loss: 1.803676 eta: 20:10:18 batch_cost: 0.7939 data_cost: 0.0013 ips: 60.4579 images/s [03/13 10:42:20] ppdet.engine INFO: Epoch: [157] [300/610] learning_rate: 0.110888 loss_vfl: 0.992998 loss_bbox: 0.446432 loss_dfl: 0.430466 loss: 1.875066 eta: 20:10:01 batch_cost: 0.7919 data_cost: 0.0003 ips: 60.6128 images/s [03/13 10:42:38] ppdet.engine INFO: Epoch: [157] [320/610] learning_rate: 0.110847 loss_vfl: 0.975417 loss_bbox: 0.430419 loss_dfl: 0.420182 loss: 1.827513 eta: 20:09:44 batch_cost: 0.8125 data_cost: 0.0003 ips: 59.0805 images/s [03/13 10:42:54] ppdet.engine INFO: Epoch: [157] [340/610] learning_rate: 0.110806 loss_vfl: 0.984263 loss_bbox: 0.424549 loss_dfl: 0.403775 loss: 1.783934 eta: 20:09:26 batch_cost: 0.7463 data_cost: 0.0003 ips: 64.3204 images/s [03/13 10:43:13] ppdet.engine INFO: Epoch: [157] [360/610] learning_rate: 0.110765 loss_vfl: 0.972431 loss_bbox: 0.411089 loss_dfl: 0.404342 loss: 1.766768 eta: 20:09:09 batch_cost: 0.8412 data_cost: 0.0003 ips: 57.0595 images/s [03/13 10:43:31] ppdet.engine INFO: Epoch: [157] [380/610] learning_rate: 0.110724 loss_vfl: 1.023675 loss_bbox: 0.432704 loss_dfl: 0.430820 loss: 1.872916 eta: 20:08:52 batch_cost: 0.8047 data_cost: 0.0003 ips: 59.6499 images/s [03/13 10:43:49] ppdet.engine INFO: Epoch: [157] [400/610] learning_rate: 0.110683 loss_vfl: 0.982034 loss_bbox: 0.431262 loss_dfl: 0.416309 loss: 1.838282 eta: 20:08:35 batch_cost: 0.8074 data_cost: 0.0004 ips: 59.4511 images/s [03/13 10:44:07] ppdet.engine INFO: Epoch: [157] [420/610] learning_rate: 0.110641 loss_vfl: 1.029371 loss_bbox: 0.449448 loss_dfl: 0.429130 loss: 1.917254 eta: 20:08:18 batch_cost: 0.8349 data_cost: 0.0003 ips: 57.4896 images/s [03/13 10:44:26] ppdet.engine INFO: Epoch: [157] [440/610] learning_rate: 0.110600 loss_vfl: 0.987710 loss_bbox: 0.455629 loss_dfl: 0.422267 loss: 1.854437 eta: 20:08:01 batch_cost: 0.8381 data_cost: 0.0011 ips: 57.2696 images/s [03/13 10:44:43] ppdet.engine INFO: Epoch: [157] [460/610] learning_rate: 0.110559 loss_vfl: 0.933308 loss_bbox: 0.403960 loss_dfl: 0.396002 loss: 1.737254 eta: 20:07:43 batch_cost: 0.7511 data_cost: 0.0003 ips: 63.9087 images/s [03/13 10:45:01] ppdet.engine INFO: Epoch: [157] [480/610] learning_rate: 0.110518 loss_vfl: 0.939040 loss_bbox: 0.410362 loss_dfl: 0.400236 loss: 1.744359 eta: 20:07:26 batch_cost: 0.8312 data_cost: 0.0003 ips: 57.7453 images/s [03/13 10:45:19] ppdet.engine INFO: Epoch: [157] [500/610] learning_rate: 0.110477 loss_vfl: 0.949526 loss_bbox: 0.423400 loss_dfl: 0.406128 loss: 1.761241 eta: 20:07:09 batch_cost: 0.7991 data_cost: 0.0003 ips: 60.0650 images/s [03/13 10:45:37] ppdet.engine INFO: Epoch: [157] [520/610] learning_rate: 0.110436 loss_vfl: 0.931896 loss_bbox: 0.423408 loss_dfl: 0.407247 loss: 1.748156 eta: 20:06:52 batch_cost: 0.8147 data_cost: 0.0003 ips: 58.9189 images/s [03/13 10:45:55] ppdet.engine INFO: Epoch: [157] [540/610] learning_rate: 0.110395 loss_vfl: 0.990523 loss_bbox: 0.440158 loss_dfl: 0.417966 loss: 1.859350 eta: 20:06:35 batch_cost: 0.8241 data_cost: 0.0003 ips: 58.2466 images/s [03/13 10:46:13] ppdet.engine INFO: Epoch: [157] [560/610] learning_rate: 0.110354 loss_vfl: 0.982835 loss_bbox: 0.440784 loss_dfl: 0.419721 loss: 1.825349 eta: 20:06:17 batch_cost: 0.7590 data_cost: 0.0003 ips: 63.2405 images/s [03/13 10:46:31] ppdet.engine INFO: Epoch: [157] [580/610] learning_rate: 0.110312 loss_vfl: 0.990457 loss_bbox: 0.442946 loss_dfl: 0.422044 loss: 1.847587 eta: 20:05:58 batch_cost: 0.7350 data_cost: 0.0003 ips: 65.3102 images/s [03/13 10:46:49] ppdet.engine INFO: Epoch: [157] [600/610] learning_rate: 0.110271 loss_vfl: 0.976736 loss_bbox: 0.417881 loss_dfl: 0.416299 loss: 1.815968 eta: 20:05:41 batch_cost: 0.8159 data_cost: 0.0003 ips: 58.8292 images/s [03/13 10:47:03] ppdet.engine INFO: Epoch: [158] [ 0/610] learning_rate: 0.110251 loss_vfl: 0.990947 loss_bbox: 0.441979 loss_dfl: 0.427892 loss: 1.874352 eta: 20:05:36 batch_cost: 1.0154 data_cost: 0.2676 ips: 47.2709 images/s [03/13 10:47:24] ppdet.engine INFO: Epoch: [158] [ 20/610] learning_rate: 0.110210 loss_vfl: 0.955576 loss_bbox: 0.425185 loss_dfl: 0.412397 loss: 1.798149 eta: 20:05:22 batch_cost: 0.9610 data_cost: 0.0626 ips: 49.9483 images/s [03/13 10:47:43] ppdet.engine INFO: Epoch: [158] [ 40/610] learning_rate: 0.110168 loss_vfl: 1.015083 loss_bbox: 0.453249 loss_dfl: 0.435567 loss: 1.885442 eta: 20:05:04 batch_cost: 0.8146 data_cost: 0.0004 ips: 58.9267 images/s [03/13 10:48:01] ppdet.engine INFO: Epoch: [158] [ 60/610] learning_rate: 0.110127 loss_vfl: 0.972819 loss_bbox: 0.408465 loss_dfl: 0.403763 loss: 1.782947 eta: 20:04:48 batch_cost: 0.8252 data_cost: 0.0003 ips: 58.1706 images/s [03/13 10:48:18] ppdet.engine INFO: Epoch: [158] [ 80/610] learning_rate: 0.110086 loss_vfl: 0.961276 loss_bbox: 0.450417 loss_dfl: 0.420186 loss: 1.848235 eta: 20:04:30 batch_cost: 0.7823 data_cost: 0.0003 ips: 61.3562 images/s [03/13 10:48:36] ppdet.engine INFO: Epoch: [158] [100/610] learning_rate: 0.110045 loss_vfl: 0.950424 loss_bbox: 0.411946 loss_dfl: 0.409030 loss: 1.754468 eta: 20:04:13 batch_cost: 0.8312 data_cost: 0.0003 ips: 57.7456 images/s [03/13 10:48:54] ppdet.engine INFO: Epoch: [158] [120/610] learning_rate: 0.110004 loss_vfl: 0.928666 loss_bbox: 0.402037 loss_dfl: 0.390064 loss: 1.693448 eta: 20:03:55 batch_cost: 0.7624 data_cost: 0.0003 ips: 62.9579 images/s [03/13 10:49:12] ppdet.engine INFO: Epoch: [158] [140/610] learning_rate: 0.109963 loss_vfl: 1.027544 loss_bbox: 0.429327 loss_dfl: 0.425792 loss: 1.858596 eta: 20:03:38 batch_cost: 0.8101 data_cost: 0.0004 ips: 59.2539 images/s [03/13 10:49:31] ppdet.engine INFO: Epoch: [158] [160/610] learning_rate: 0.109922 loss_vfl: 0.986489 loss_bbox: 0.435618 loss_dfl: 0.431047 loss: 1.823850 eta: 20:03:21 batch_cost: 0.8108 data_cost: 0.0014 ips: 59.2011 images/s [03/13 10:49:48] ppdet.engine INFO: Epoch: [158] [180/610] learning_rate: 0.109881 loss_vfl: 0.955897 loss_bbox: 0.403583 loss_dfl: 0.412741 loss: 1.783118 eta: 20:03:03 batch_cost: 0.7602 data_cost: 0.0003 ips: 63.1401 images/s [03/13 10:50:06] ppdet.engine INFO: Epoch: [158] [200/610] learning_rate: 0.109839 loss_vfl: 1.035951 loss_bbox: 0.424923 loss_dfl: 0.433998 loss: 1.911540 eta: 20:02:45 batch_cost: 0.7612 data_cost: 0.0003 ips: 63.0581 images/s [03/13 10:50:23] ppdet.engine INFO: Epoch: [158] [220/610] learning_rate: 0.109798 loss_vfl: 0.985820 loss_bbox: 0.438303 loss_dfl: 0.431535 loss: 1.848218 eta: 20:02:27 batch_cost: 0.7873 data_cost: 0.0003 ips: 60.9687 images/s [03/13 10:50:41] ppdet.engine INFO: Epoch: [158] [240/610] learning_rate: 0.109757 loss_vfl: 0.969989 loss_bbox: 0.420175 loss_dfl: 0.410279 loss: 1.848098 eta: 20:02:10 batch_cost: 0.7993 data_cost: 0.0003 ips: 60.0511 images/s [03/13 10:50:58] ppdet.engine INFO: Epoch: [158] [260/610] learning_rate: 0.109716 loss_vfl: 1.014562 loss_bbox: 0.434453 loss_dfl: 0.424926 loss: 1.894510 eta: 20:01:52 batch_cost: 0.7731 data_cost: 0.0003 ips: 62.0908 images/s [03/13 10:51:15] ppdet.engine INFO: Epoch: [158] [280/610] learning_rate: 0.109675 loss_vfl: 0.941461 loss_bbox: 0.428407 loss_dfl: 0.422676 loss: 1.807496 eta: 20:01:34 batch_cost: 0.7368 data_cost: 0.0003 ips: 65.1445 images/s [03/13 10:51:34] ppdet.engine INFO: Epoch: [158] [300/610] learning_rate: 0.109634 loss_vfl: 0.984001 loss_bbox: 0.438771 loss_dfl: 0.441094 loss: 1.872837 eta: 20:01:17 batch_cost: 0.8567 data_cost: 0.0003 ips: 56.0284 images/s [03/13 10:51:51] ppdet.engine INFO: Epoch: [158] [320/610] learning_rate: 0.109593 loss_vfl: 0.980474 loss_bbox: 0.428047 loss_dfl: 0.423158 loss: 1.831678 eta: 20:01:00 batch_cost: 0.7909 data_cost: 0.0003 ips: 60.6910 images/s [03/13 10:52:10] ppdet.engine INFO: Epoch: [158] [340/610] learning_rate: 0.109552 loss_vfl: 0.922058 loss_bbox: 0.406226 loss_dfl: 0.405304 loss: 1.755099 eta: 20:00:43 batch_cost: 0.8258 data_cost: 0.0004 ips: 58.1273 images/s [03/13 10:52:28] ppdet.engine INFO: Epoch: [158] [360/610] learning_rate: 0.109510 loss_vfl: 1.020909 loss_bbox: 0.456607 loss_dfl: 0.442092 loss: 1.933114 eta: 20:00:26 batch_cost: 0.8194 data_cost: 0.0003 ips: 58.5792 images/s [03/13 10:52:45] ppdet.engine INFO: Epoch: [158] [380/610] learning_rate: 0.109469 loss_vfl: 0.963629 loss_bbox: 0.428517 loss_dfl: 0.423806 loss: 1.780536 eta: 20:00:08 batch_cost: 0.7706 data_cost: 0.0010 ips: 62.2869 images/s [03/13 10:53:03] ppdet.engine INFO: Epoch: [158] [400/610] learning_rate: 0.109428 loss_vfl: 0.957071 loss_bbox: 0.427794 loss_dfl: 0.426826 loss: 1.808049 eta: 19:59:51 batch_cost: 0.8039 data_cost: 0.0003 ips: 59.7104 images/s [03/13 10:53:21] ppdet.engine INFO: Epoch: [158] [420/610] learning_rate: 0.109387 loss_vfl: 1.013011 loss_bbox: 0.450724 loss_dfl: 0.442340 loss: 1.926945 eta: 19:59:33 batch_cost: 0.7885 data_cost: 0.0003 ips: 60.8728 images/s [03/13 10:53:39] ppdet.engine INFO: Epoch: [158] [440/610] learning_rate: 0.109346 loss_vfl: 1.010637 loss_bbox: 0.459046 loss_dfl: 0.440203 loss: 1.937296 eta: 19:59:16 batch_cost: 0.8224 data_cost: 0.0003 ips: 58.3624 images/s [03/13 10:53:56] ppdet.engine INFO: Epoch: [158] [460/610] learning_rate: 0.109305 loss_vfl: 0.931132 loss_bbox: 0.416490 loss_dfl: 0.401705 loss: 1.728020 eta: 19:58:59 batch_cost: 0.7769 data_cost: 0.0003 ips: 61.7879 images/s [03/13 10:54:15] ppdet.engine INFO: Epoch: [158] [480/610] learning_rate: 0.109264 loss_vfl: 0.982878 loss_bbox: 0.437819 loss_dfl: 0.419894 loss: 1.844631 eta: 19:58:42 batch_cost: 0.8269 data_cost: 0.0003 ips: 58.0476 images/s [03/13 10:54:34] ppdet.engine INFO: Epoch: [158] [500/610] learning_rate: 0.109223 loss_vfl: 0.996006 loss_bbox: 0.449398 loss_dfl: 0.436776 loss: 1.896448 eta: 19:58:25 batch_cost: 0.8139 data_cost: 0.0011 ips: 58.9729 images/s [03/13 10:54:52] ppdet.engine INFO: Epoch: [158] [520/610] learning_rate: 0.109182 loss_vfl: 0.925394 loss_bbox: 0.411177 loss_dfl: 0.392430 loss: 1.738054 eta: 19:58:08 batch_cost: 0.8114 data_cost: 0.0003 ips: 59.1572 images/s [03/13 10:55:10] ppdet.engine INFO: Epoch: [158] [540/610] learning_rate: 0.109141 loss_vfl: 1.008634 loss_bbox: 0.415074 loss_dfl: 0.412437 loss: 1.837676 eta: 19:57:50 batch_cost: 0.7972 data_cost: 0.0003 ips: 60.2139 images/s [03/13 10:55:28] ppdet.engine INFO: Epoch: [158] [560/610] learning_rate: 0.109099 loss_vfl: 0.933585 loss_bbox: 0.416501 loss_dfl: 0.391975 loss: 1.747280 eta: 19:57:33 batch_cost: 0.7952 data_cost: 0.0003 ips: 60.3651 images/s [03/13 10:55:46] ppdet.engine INFO: Epoch: [158] [580/610] learning_rate: 0.109058 loss_vfl: 0.993924 loss_bbox: 0.424468 loss_dfl: 0.420201 loss: 1.827410 eta: 19:57:16 batch_cost: 0.8055 data_cost: 0.0003 ips: 59.5890 images/s [03/13 10:56:04] ppdet.engine INFO: Epoch: [158] [600/610] learning_rate: 0.109017 loss_vfl: 0.968906 loss_bbox: 0.437910 loss_dfl: 0.411468 loss: 1.804178 eta: 19:56:58 batch_cost: 0.7893 data_cost: 0.0003 ips: 60.8099 images/s [03/13 10:56:19] ppdet.engine INFO: Epoch: [159] [ 0/610] learning_rate: 0.108997 loss_vfl: 1.005062 loss_bbox: 0.474276 loss_dfl: 0.461402 loss: 1.946768 eta: 19:56:53 batch_cost: 0.9728 data_cost: 0.1299 ips: 49.3410 images/s [03/13 10:56:39] ppdet.engine INFO: Epoch: [159] [ 20/610] learning_rate: 0.108956 loss_vfl: 0.983981 loss_bbox: 0.429351 loss_dfl: 0.412400 loss: 1.829965 eta: 19:56:37 batch_cost: 0.8838 data_cost: 0.0008 ips: 54.3086 images/s [03/13 10:56:58] ppdet.engine INFO: Epoch: [159] [ 40/610] learning_rate: 0.108915 loss_vfl: 0.928668 loss_bbox: 0.431188 loss_dfl: 0.407349 loss: 1.767557 eta: 19:56:20 batch_cost: 0.8098 data_cost: 0.0005 ips: 59.2709 images/s [03/13 10:57:15] ppdet.engine INFO: Epoch: [159] [ 60/610] learning_rate: 0.108873 loss_vfl: 0.945384 loss_bbox: 0.436029 loss_dfl: 0.415740 loss: 1.776735 eta: 19:56:02 batch_cost: 0.7783 data_cost: 0.0009 ips: 61.6712 images/s [03/13 10:57:34] ppdet.engine INFO: Epoch: [159] [ 80/610] learning_rate: 0.108832 loss_vfl: 0.987595 loss_bbox: 0.437670 loss_dfl: 0.420905 loss: 1.877101 eta: 19:55:45 batch_cost: 0.8219 data_cost: 0.0009 ips: 58.4044 images/s [03/13 10:57:51] ppdet.engine INFO: Epoch: [159] [100/610] learning_rate: 0.108791 loss_vfl: 0.930863 loss_bbox: 0.413793 loss_dfl: 0.402145 loss: 1.776600 eta: 19:55:28 batch_cost: 0.7737 data_cost: 0.0003 ips: 62.0434 images/s [03/13 10:58:09] ppdet.engine INFO: Epoch: [159] [120/610] learning_rate: 0.108750 loss_vfl: 0.976630 loss_bbox: 0.410821 loss_dfl: 0.410771 loss: 1.804353 eta: 19:55:10 batch_cost: 0.7760 data_cost: 0.0034 ips: 61.8546 images/s [03/13 10:58:27] ppdet.engine INFO: Epoch: [159] [140/610] learning_rate: 0.108709 loss_vfl: 0.916746 loss_bbox: 0.390667 loss_dfl: 0.384844 loss: 1.688993 eta: 19:54:52 batch_cost: 0.7791 data_cost: 0.0010 ips: 61.6089 images/s [03/13 10:58:46] ppdet.engine INFO: Epoch: [159] [160/610] learning_rate: 0.108668 loss_vfl: 0.929519 loss_bbox: 0.433663 loss_dfl: 0.411830 loss: 1.766654 eta: 19:54:36 batch_cost: 0.8685 data_cost: 0.0003 ips: 55.2652 images/s [03/13 10:59:05] ppdet.engine INFO: Epoch: [159] [180/610] learning_rate: 0.108627 loss_vfl: 0.964885 loss_bbox: 0.424771 loss_dfl: 0.413536 loss: 1.785493 eta: 19:54:20 batch_cost: 0.8625 data_cost: 0.0009 ips: 55.6495 images/s [03/13 10:59:22] ppdet.engine INFO: Epoch: [159] [200/610] learning_rate: 0.108586 loss_vfl: 0.947225 loss_bbox: 0.442491 loss_dfl: 0.420180 loss: 1.797902 eta: 19:54:02 batch_cost: 0.7422 data_cost: 0.0009 ips: 64.6746 images/s [03/13 10:59:40] ppdet.engine INFO: Epoch: [159] [220/610] learning_rate: 0.108545 loss_vfl: 0.986802 loss_bbox: 0.431849 loss_dfl: 0.420569 loss: 1.837841 eta: 19:53:44 batch_cost: 0.7998 data_cost: 0.0018 ips: 60.0120 images/s [03/13 10:59:58] ppdet.engine INFO: Epoch: [159] [240/610] learning_rate: 0.108504 loss_vfl: 0.997849 loss_bbox: 0.433356 loss_dfl: 0.420543 loss: 1.849638 eta: 19:53:27 batch_cost: 0.7919 data_cost: 0.0003 ips: 60.6129 images/s [03/13 11:00:16] ppdet.engine INFO: Epoch: [159] [260/610] learning_rate: 0.108463 loss_vfl: 1.051551 loss_bbox: 0.474176 loss_dfl: 0.450742 loss: 1.960578 eta: 19:53:10 batch_cost: 0.8341 data_cost: 0.0060 ips: 57.5502 images/s [03/13 11:00:33] ppdet.engine INFO: Epoch: [159] [280/610] learning_rate: 0.108421 loss_vfl: 0.976746 loss_bbox: 0.429070 loss_dfl: 0.414650 loss: 1.825195 eta: 19:52:52 batch_cost: 0.7521 data_cost: 0.0009 ips: 63.8210 images/s [03/13 11:00:51] ppdet.engine INFO: Epoch: [159] [300/610] learning_rate: 0.108380 loss_vfl: 0.995950 loss_bbox: 0.444359 loss_dfl: 0.432418 loss: 1.871485 eta: 19:52:34 batch_cost: 0.7702 data_cost: 0.0009 ips: 62.3235 images/s [03/13 11:01:09] ppdet.engine INFO: Epoch: [159] [320/610] learning_rate: 0.108339 loss_vfl: 1.033152 loss_bbox: 0.451869 loss_dfl: 0.429448 loss: 1.906236 eta: 19:52:16 batch_cost: 0.7771 data_cost: 0.0003 ips: 61.7685 images/s [03/13 11:01:27] ppdet.engine INFO: Epoch: [159] [340/610] learning_rate: 0.108298 loss_vfl: 1.020314 loss_bbox: 0.438830 loss_dfl: 0.437802 loss: 1.910563 eta: 19:51:59 batch_cost: 0.8054 data_cost: 0.0010 ips: 59.5968 images/s [03/13 11:01:45] ppdet.engine INFO: Epoch: [159] [360/610] learning_rate: 0.108257 loss_vfl: 0.959368 loss_bbox: 0.409957 loss_dfl: 0.405859 loss: 1.780342 eta: 19:51:42 batch_cost: 0.8040 data_cost: 0.0003 ips: 59.7051 images/s [03/13 11:02:02] ppdet.engine INFO: Epoch: [159] [380/610] learning_rate: 0.108216 loss_vfl: 0.952348 loss_bbox: 0.427018 loss_dfl: 0.421228 loss: 1.802688 eta: 19:51:25 batch_cost: 0.8021 data_cost: 0.0003 ips: 59.8419 images/s [03/13 11:02:21] ppdet.engine INFO: Epoch: [159] [400/610] learning_rate: 0.108175 loss_vfl: 0.957694 loss_bbox: 0.441926 loss_dfl: 0.425027 loss: 1.827473 eta: 19:51:07 batch_cost: 0.7894 data_cost: 0.0004 ips: 60.8085 images/s [03/13 11:02:38] ppdet.engine INFO: Epoch: [159] [420/610] learning_rate: 0.108134 loss_vfl: 0.989091 loss_bbox: 0.444021 loss_dfl: 0.424373 loss: 1.850105 eta: 19:50:50 batch_cost: 0.7965 data_cost: 0.0003 ips: 60.2615 images/s [03/13 11:02:56] ppdet.engine INFO: Epoch: [159] [440/610] learning_rate: 0.108093 loss_vfl: 0.987046 loss_bbox: 0.445007 loss_dfl: 0.430150 loss: 1.858916 eta: 19:50:32 batch_cost: 0.7906 data_cost: 0.0003 ips: 60.7138 images/s [03/13 11:03:13] ppdet.engine INFO: Epoch: [159] [460/610] learning_rate: 0.108052 loss_vfl: 0.971054 loss_bbox: 0.447643 loss_dfl: 0.424038 loss: 1.823855 eta: 19:50:14 batch_cost: 0.7402 data_cost: 0.0003 ips: 64.8493 images/s [03/13 11:03:31] ppdet.engine INFO: Epoch: [159] [480/610] learning_rate: 0.108011 loss_vfl: 0.973150 loss_bbox: 0.425229 loss_dfl: 0.428946 loss: 1.831167 eta: 19:49:57 batch_cost: 0.8036 data_cost: 0.0003 ips: 59.7341 images/s [03/13 11:03:49] ppdet.engine INFO: Epoch: [159] [500/610] learning_rate: 0.107970 loss_vfl: 0.964380 loss_bbox: 0.432735 loss_dfl: 0.417817 loss: 1.813960 eta: 19:49:39 batch_cost: 0.8003 data_cost: 0.0003 ips: 59.9765 images/s [03/13 11:04:07] ppdet.engine INFO: Epoch: [159] [520/610] learning_rate: 0.107929 loss_vfl: 0.952191 loss_bbox: 0.411224 loss_dfl: 0.404299 loss: 1.777184 eta: 19:49:23 batch_cost: 0.8270 data_cost: 0.0003 ips: 58.0384 images/s [03/13 11:04:25] ppdet.engine INFO: Epoch: [159] [540/610] learning_rate: 0.107888 loss_vfl: 0.948539 loss_bbox: 0.426513 loss_dfl: 0.411101 loss: 1.785012 eta: 19:49:05 batch_cost: 0.8087 data_cost: 0.0003 ips: 59.3554 images/s [03/13 11:04:43] ppdet.engine INFO: Epoch: [159] [560/610] learning_rate: 0.107847 loss_vfl: 0.976205 loss_bbox: 0.456814 loss_dfl: 0.422707 loss: 1.853585 eta: 19:48:48 batch_cost: 0.7865 data_cost: 0.0017 ips: 61.0274 images/s [03/13 11:05:00] ppdet.engine INFO: Epoch: [159] [580/610] learning_rate: 0.107806 loss_vfl: 0.989766 loss_bbox: 0.459197 loss_dfl: 0.442605 loss: 1.890500 eta: 19:48:30 batch_cost: 0.7759 data_cost: 0.0007 ips: 61.8597 images/s [03/13 11:05:18] ppdet.engine INFO: Epoch: [159] [600/610] learning_rate: 0.107764 loss_vfl: 0.985563 loss_bbox: 0.443699 loss_dfl: 0.424085 loss: 1.853142 eta: 19:48:13 batch_cost: 0.8105 data_cost: 0.0004 ips: 59.2205 images/s [03/13 11:05:26] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_s_416_coco [03/13 11:05:26] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_s_416_coco [03/13 11:05:26] ppdet.engine INFO: Eval iter: 0 [03/13 11:05:43] ppdet.engine INFO: Eval iter: 100 [03/13 11:05:53] ppdet.engine INFO: Eval iter: 200 [03/13 11:06:04] ppdet.engine INFO: Eval iter: 300 [03/13 11:06:14] ppdet.engine INFO: Eval iter: 400 [03/13 11:06:24] ppdet.engine INFO: Eval iter: 500 [03/13 11:06:34] ppdet.engine INFO: Eval iter: 600 [03/13 11:06:51] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json. loading annotations into memory... Done (t=0.96s) creating index... index created! [03/13 11:06:52] ppdet.metrics.coco_utils INFO: Start evaluate... Loading and preparing results... DONE (t=4.83s) creating index... index created! Running per image evaluation... Evaluate annotation type *bbox* DONE (t=95.60s). Accumulating evaluation results... DONE (t=19.13s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.307 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.451 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.325 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.108 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.322 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.505 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.276 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.444 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.474 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.196 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.534 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.727 [03/13 11:08:53] ppdet.engine INFO: Total sample number: 4952, averge FPS: 69.72267447807576 [03/13 11:08:53] ppdet.engine INFO: Best test bbox ap is 0.307. [03/13 11:08:53] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_s_416_coco [03/13 11:08:53] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_s_416_coco [03/13 11:08:54] ppdet.engine INFO: Epoch: [160] [ 0/610] learning_rate: 0.107744 loss_vfl: 0.979636 loss_bbox: 0.444029 loss_dfl: 0.427935 loss: 1.865271 eta: 19:48:02 batch_cost: 0.6899 data_cost: 0.0004 ips: 69.5714 images/s [03/13 11:09:13] ppdet.engine INFO: Epoch: [160] [ 20/610] learning_rate: 0.107703 loss_vfl: 0.960245 loss_bbox: 0.439402 loss_dfl: 0.410035 loss: 1.804845 eta: 19:47:46 batch_cost: 0.8470 data_cost: 0.0009 ips: 56.6712 images/s [03/13 11:09:30] ppdet.engine INFO: Epoch: [160] [ 40/610] learning_rate: 0.107662 loss_vfl: 0.924896 loss_bbox: 0.424031 loss_dfl: 0.399129 loss: 1.745846 eta: 19:47:28 batch_cost: 0.7650 data_cost: 0.0003 ips: 62.7430 images/s [03/13 11:09:48] ppdet.engine INFO: Epoch: [160] [ 60/610] learning_rate: 0.107621 loss_vfl: 0.990719 loss_bbox: 0.436270 loss_dfl: 0.416463 loss: 1.849666 eta: 19:47:11 batch_cost: 0.8045 data_cost: 0.0003 ips: 59.6674 images/s [03/13 11:10:05] ppdet.engine INFO: Epoch: [160] [ 80/610] learning_rate: 0.107580 loss_vfl: 0.961590 loss_bbox: 0.435363 loss_dfl: 0.421094 loss: 1.803160 eta: 19:46:53 batch_cost: 0.7845 data_cost: 0.0003 ips: 61.1855 images/s [03/13 11:10:23] ppdet.engine INFO: Epoch: [160] [100/610] learning_rate: 0.107539 loss_vfl: 0.936156 loss_bbox: 0.418596 loss_dfl: 0.404271 loss: 1.773705 eta: 19:46:36 batch_cost: 0.7813 data_cost: 0.0003 ips: 61.4330 images/s [03/13 11:10:41] ppdet.engine INFO: Epoch: [160] [120/610] learning_rate: 0.107498 loss_vfl: 0.930835 loss_bbox: 0.413391 loss_dfl: 0.398339 loss: 1.750833 eta: 19:46:19 batch_cost: 0.8227 data_cost: 0.0003 ips: 58.3440 images/s [03/13 11:11:00] ppdet.engine INFO: Epoch: [160] [140/610] learning_rate: 0.107457 loss_vfl: 0.996443 loss_bbox: 0.442017 loss_dfl: 0.422664 loss: 1.864317 eta: 19:46:02 batch_cost: 0.8546 data_cost: 0.0003 ips: 56.1672 images/s [03/13 11:11:17] ppdet.engine INFO: Epoch: [160] [160/610] learning_rate: 0.107416 loss_vfl: 0.921864 loss_bbox: 0.419219 loss_dfl: 0.403444 loss: 1.741952 eta: 19:45:45 batch_cost: 0.7677 data_cost: 0.0003 ips: 62.5210 images/s [03/13 11:11:35] ppdet.engine INFO: Epoch: [160] [180/610] learning_rate: 0.107375 loss_vfl: 0.961314 loss_bbox: 0.418725 loss_dfl: 0.410560 loss: 1.778159 eta: 19:45:27 batch_cost: 0.8133 data_cost: 0.0003 ips: 59.0164 images/s [03/13 11:11:52] ppdet.engine INFO: Epoch: [160] [200/610] learning_rate: 0.107333 loss_vfl: 0.969053 loss_bbox: 0.419266 loss_dfl: 0.400219 loss: 1.788840 eta: 19:45:10 batch_cost: 0.7888 data_cost: 0.0003 ips: 60.8502 images/s [03/13 11:12:11] ppdet.engine INFO: Epoch: [160] [220/610] learning_rate: 0.107292 loss_vfl: 0.978370 loss_bbox: 0.413675 loss_dfl: 0.412129 loss: 1.808742 eta: 19:44:53 batch_cost: 0.8178 data_cost: 0.0003 ips: 58.6961 images/s [03/13 11:12:29] ppdet.engine INFO: Epoch: [160] [240/610] learning_rate: 0.107251 loss_vfl: 0.990538 loss_bbox: 0.432202 loss_dfl: 0.411498 loss: 1.811665 eta: 19:44:36 batch_cost: 0.8412 data_cost: 0.0009 ips: 57.0610 images/s [03/13 11:12:48] ppdet.engine INFO: Epoch: [160] [260/610] learning_rate: 0.107210 loss_vfl: 0.993178 loss_bbox: 0.440106 loss_dfl: 0.415723 loss: 1.865296 eta: 19:44:19 batch_cost: 0.8113 data_cost: 0.0003 ips: 59.1675 images/s [03/13 11:13:07] ppdet.engine INFO: Epoch: [160] [280/610] learning_rate: 0.107169 loss_vfl: 0.991501 loss_bbox: 0.458267 loss_dfl: 0.435642 loss: 1.891438 eta: 19:44:03 batch_cost: 0.8421 data_cost: 0.0004 ips: 57.0018 images/s [03/13 11:13:24] ppdet.engine INFO: Epoch: [160] [300/610] learning_rate: 0.107128 loss_vfl: 0.996288 loss_bbox: 0.427414 loss_dfl: 0.423384 loss: 1.846364 eta: 19:43:46 batch_cost: 0.8203 data_cost: 0.0009 ips: 58.5119 images/s [03/13 11:13:43] ppdet.engine INFO: Epoch: [160] [320/610] learning_rate: 0.107087 loss_vfl: 0.970265 loss_bbox: 0.428985 loss_dfl: 0.427265 loss: 1.822256 eta: 19:43:29 batch_cost: 0.8178 data_cost: 0.0003 ips: 58.6927 images/s [03/13 11:14:01] ppdet.engine INFO: Epoch: [160] [340/610] learning_rate: 0.107046 loss_vfl: 0.963910 loss_bbox: 0.437383 loss_dfl: 0.424726 loss: 1.820234 eta: 19:43:11 batch_cost: 0.7957 data_cost: 0.0015 ips: 60.3208 images/s [03/13 11:14:18] ppdet.engine INFO: Epoch: [160] [360/610] learning_rate: 0.107005 loss_vfl: 0.946811 loss_bbox: 0.436601 loss_dfl: 0.420727 loss: 1.815377 eta: 19:42:54 batch_cost: 0.7979 data_cost: 0.0003 ips: 60.1605 images/s [03/13 11:14:37] ppdet.engine INFO: Epoch: [160] [380/610] learning_rate: 0.106964 loss_vfl: 0.986570 loss_bbox: 0.421384 loss_dfl: 0.419811 loss: 1.844046 eta: 19:42:37 batch_cost: 0.8158 data_cost: 0.0003 ips: 58.8344 images/s [03/13 11:14:54] ppdet.engine INFO: Epoch: [160] [400/610] learning_rate: 0.106923 loss_vfl: 0.953754 loss_bbox: 0.415322 loss_dfl: 0.403247 loss: 1.770208 eta: 19:42:19 batch_cost: 0.7377 data_cost: 0.0003 ips: 65.0703 images/s [03/13 11:15:12] ppdet.engine INFO: Epoch: [160] [420/610] learning_rate: 0.106882 loss_vfl: 1.010476 loss_bbox: 0.437835 loss_dfl: 0.439254 loss: 1.896694 eta: 19:42:01 batch_cost: 0.7847 data_cost: 0.0003 ips: 61.1728 images/s [03/13 11:15:29] ppdet.engine INFO: Epoch: [160] [440/610] learning_rate: 0.106841 loss_vfl: 0.963285 loss_bbox: 0.408065 loss_dfl: 0.411330 loss: 1.776434 eta: 19:41:44 batch_cost: 0.8076 data_cost: 0.0015 ips: 59.4380 images/s [03/13 11:15:47] ppdet.engine INFO: Epoch: [160] [460/610] learning_rate: 0.106800 loss_vfl: 0.939915 loss_bbox: 0.409509 loss_dfl: 0.399859 loss: 1.734228 eta: 19:41:27 batch_cost: 0.7968 data_cost: 0.0009 ips: 60.2410 images/s [03/13 11:16:06] ppdet.engine INFO: Epoch: [160] [480/610] learning_rate: 0.106759 loss_vfl: 0.967126 loss_bbox: 0.413385 loss_dfl: 0.406338 loss: 1.769342 eta: 19:41:10 batch_cost: 0.8170 data_cost: 0.0003 ips: 58.7507 images/s [03/13 11:16:24] ppdet.engine INFO: Epoch: [160] [500/610] learning_rate: 0.106718 loss_vfl: 1.025562 loss_bbox: 0.442047 loss_dfl: 0.447938 loss: 1.921650 eta: 19:40:53 batch_cost: 0.8270 data_cost: 0.0003 ips: 58.0384 images/s [03/13 11:16:42] ppdet.engine INFO: Epoch: [160] [520/610] learning_rate: 0.106677 loss_vfl: 0.983689 loss_bbox: 0.442912 loss_dfl: 0.409085 loss: 1.791805 eta: 19:40:36 batch_cost: 0.8008 data_cost: 0.0011 ips: 59.9369 images/s [03/13 11:17:00] ppdet.engine INFO: Epoch: [160] [540/610] learning_rate: 0.106636 loss_vfl: 0.970694 loss_bbox: 0.435459 loss_dfl: 0.413509 loss: 1.827210 eta: 19:40:18 batch_cost: 0.7952 data_cost: 0.0003 ips: 60.3643 images/s [03/13 11:17:18] ppdet.engine INFO: Epoch: [160] [560/610] learning_rate: 0.106595 loss_vfl: 0.967546 loss_bbox: 0.422229 loss_dfl: 0.410023 loss: 1.809712 eta: 19:40:01 batch_cost: 0.8223 data_cost: 0.0003 ips: 58.3698 images/s [03/13 11:17:36] ppdet.engine INFO: Epoch: [160] [580/610] learning_rate: 0.106554 loss_vfl: 0.962558 loss_bbox: 0.421570 loss_dfl: 0.408188 loss: 1.781214 eta: 19:39:44 batch_cost: 0.8103 data_cost: 0.0003 ips: 59.2367 images/s [03/13 11:17:53] ppdet.engine INFO: Epoch: [160] [600/610] learning_rate: 0.106513 loss_vfl: 0.916317 loss_bbox: 0.408787 loss_dfl: 0.398391 loss: 1.715234 eta: 19:39:27 batch_cost: 0.7824 data_cost: 0.0003 ips: 61.3510 images/s [03/13 11:18:08] ppdet.engine INFO: Epoch: [161] [ 0/610] learning_rate: 0.106492 loss_vfl: 0.915428 loss_bbox: 0.414593 loss_dfl: 0.394908 loss: 1.733746 eta: 19:39:22 batch_cost: 1.0047 data_cost: 0.2692 ips: 47.7778 images/s [03/13 11:18:29] ppdet.engine INFO: Epoch: [161] [ 20/610] learning_rate: 0.106451 loss_vfl: 0.911915 loss_bbox: 0.421229 loss_dfl: 0.402518 loss: 1.711295 eta: 19:39:07 batch_cost: 0.9308 data_cost: 0.0003 ips: 51.5660 images/s [03/13 11:18:47] ppdet.engine INFO: Epoch: [161] [ 40/610] learning_rate: 0.106410 loss_vfl: 0.912666 loss_bbox: 0.419032 loss_dfl: 0.408203 loss: 1.725507 eta: 19:38:49 batch_cost: 0.7805 data_cost: 0.0005 ips: 61.4969 images/s [03/13 11:19:06] ppdet.engine INFO: Epoch: [161] [ 60/610] learning_rate: 0.106369 loss_vfl: 0.914561 loss_bbox: 0.395635 loss_dfl: 0.384725 loss: 1.686663 eta: 19:38:32 batch_cost: 0.7909 data_cost: 0.0009 ips: 60.6888 images/s [03/13 11:19:23] ppdet.engine INFO: Epoch: [161] [ 80/610] learning_rate: 0.106328 loss_vfl: 0.937572 loss_bbox: 0.421155 loss_dfl: 0.401134 loss: 1.798223 eta: 19:38:14 batch_cost: 0.7527 data_cost: 0.0004 ips: 63.7685 images/s [03/13 11:19:41] ppdet.engine INFO: Epoch: [161] [100/610] learning_rate: 0.106287 loss_vfl: 0.950632 loss_bbox: 0.429447 loss_dfl: 0.411037 loss: 1.780267 eta: 19:37:56 batch_cost: 0.7930 data_cost: 0.0004 ips: 60.5286 images/s [03/13 11:19:57] ppdet.engine INFO: Epoch: [161] [120/610] learning_rate: 0.106246 loss_vfl: 0.954682 loss_bbox: 0.438261 loss_dfl: 0.420157 loss: 1.793251 eta: 19:37:38 batch_cost: 0.7541 data_cost: 0.0004 ips: 63.6508 images/s [03/13 11:20:15] ppdet.engine INFO: Epoch: [161] [140/610] learning_rate: 0.106205 loss_vfl: 0.912682 loss_bbox: 0.414794 loss_dfl: 0.406441 loss: 1.755868 eta: 19:37:20 batch_cost: 0.7398 data_cost: 0.0004 ips: 64.8816 images/s [03/13 11:20:33] ppdet.engine INFO: Epoch: [161] [160/610] learning_rate: 0.106164 loss_vfl: 0.998809 loss_bbox: 0.424804 loss_dfl: 0.414724 loss: 1.828435 eta: 19:37:03 batch_cost: 0.8062 data_cost: 0.0005 ips: 59.5356 images/s [03/13 11:20:51] ppdet.engine INFO: Epoch: [161] [180/610] learning_rate: 0.106124 loss_vfl: 0.997495 loss_bbox: 0.418357 loss_dfl: 0.414071 loss: 1.815767 eta: 19:36:45 batch_cost: 0.7952 data_cost: 0.0003 ips: 60.3584 images/s [03/13 11:21:09] ppdet.engine INFO: Epoch: [161] [200/610] learning_rate: 0.106083 loss_vfl: 0.967984 loss_bbox: 0.427847 loss_dfl: 0.407373 loss: 1.773247 eta: 19:36:27 batch_cost: 0.7535 data_cost: 0.0028 ips: 63.6988 images/s [03/13 11:21:27] ppdet.engine INFO: Epoch: [161] [220/610] learning_rate: 0.106042 loss_vfl: 0.955703 loss_bbox: 0.426444 loss_dfl: 0.415220 loss: 1.777800 eta: 19:36:09 batch_cost: 0.7645 data_cost: 0.0003 ips: 62.7852 images/s [03/13 11:21:45] ppdet.engine INFO: Epoch: [161] [240/610] learning_rate: 0.106001 loss_vfl: 0.981031 loss_bbox: 0.438449 loss_dfl: 0.421710 loss: 1.847750 eta: 19:35:52 batch_cost: 0.7782 data_cost: 0.0006 ips: 61.6797 images/s [03/13 11:22:03] ppdet.engine INFO: Epoch: [161] [260/610] learning_rate: 0.105960 loss_vfl: 0.949127 loss_bbox: 0.412467 loss_dfl: 0.402667 loss: 1.760886 eta: 19:35:35 batch_cost: 0.8206 data_cost: 0.0003 ips: 58.4902 images/s [03/13 11:22:20] ppdet.engine INFO: Epoch: [161] [280/610] learning_rate: 0.105919 loss_vfl: 0.994803 loss_bbox: 0.452858 loss_dfl: 0.439348 loss: 1.886617 eta: 19:35:17 batch_cost: 0.7498 data_cost: 0.0003 ips: 64.0170 images/s [03/13 11:22:37] ppdet.engine INFO: Epoch: [161] [300/610] learning_rate: 0.105878 loss_vfl: 0.978701 loss_bbox: 0.449925 loss_dfl: 0.428492 loss: 1.879105 eta: 19:34:59 batch_cost: 0.7691 data_cost: 0.0009 ips: 62.4081 images/s [03/13 11:22:55] ppdet.engine INFO: Epoch: [161] [320/610] learning_rate: 0.105837 loss_vfl: 0.924312 loss_bbox: 0.406724 loss_dfl: 0.393708 loss: 1.717091 eta: 19:34:41 batch_cost: 0.7980 data_cost: 0.0003 ips: 60.1512 images/s [03/13 11:23:13] ppdet.engine INFO: Epoch: [161] [340/610] learning_rate: 0.105796 loss_vfl: 0.998536 loss_bbox: 0.441727 loss_dfl: 0.432831 loss: 1.893854 eta: 19:34:24 batch_cost: 0.7750 data_cost: 0.0003 ips: 61.9368 images/s [03/13 11:23:32] ppdet.engine INFO: Epoch: [161] [360/610] learning_rate: 0.105755 loss_vfl: 0.941953 loss_bbox: 0.413631 loss_dfl: 0.395123 loss: 1.744407 eta: 19:34:07 batch_cost: 0.8044 data_cost: 0.0004 ips: 59.6709 images/s [03/13 11:23:50] ppdet.engine INFO: Epoch: [161] [380/610] learning_rate: 0.105714 loss_vfl: 0.994643 loss_bbox: 0.460522 loss_dfl: 0.424769 loss: 1.872856 eta: 19:33:50 batch_cost: 0.8167 data_cost: 0.0004 ips: 58.7705 images/s [03/13 11:24:08] ppdet.engine INFO: Epoch: [161] [400/610] learning_rate: 0.105673 loss_vfl: 0.930698 loss_bbox: 0.424077 loss_dfl: 0.414897 loss: 1.745637 eta: 19:33:32 batch_cost: 0.7891 data_cost: 0.0023 ips: 60.8264 images/s [03/13 11:24:25] ppdet.engine INFO: Epoch: [161] [420/610] learning_rate: 0.105632 loss_vfl: 0.999975 loss_bbox: 0.436284 loss_dfl: 0.430167 loss: 1.889897 eta: 19:33:14 batch_cost: 0.7576 data_cost: 0.0003 ips: 63.3581 images/s [03/13 11:24:42] ppdet.engine INFO: Epoch: [161] [440/610] learning_rate: 0.105591 loss_vfl: 0.970625 loss_bbox: 0.460997 loss_dfl: 0.444036 loss: 1.867136 eta: 19:32:56 batch_cost: 0.7473 data_cost: 0.0003 ips: 64.2342 images/s [03/13 11:25:01] ppdet.engine INFO: Epoch: [161] [460/610] learning_rate: 0.105550 loss_vfl: 1.028281 loss_bbox: 0.448382 loss_dfl: 0.432329 loss: 1.904830 eta: 19:32:39 batch_cost: 0.8097 data_cost: 0.0004 ips: 59.2798 images/s [03/13 11:25:19] ppdet.engine INFO: Epoch: [161] [480/610] learning_rate: 0.105509 loss_vfl: 0.997048 loss_bbox: 0.440563 loss_dfl: 0.437530 loss: 1.871757 eta: 19:32:21 batch_cost: 0.7860 data_cost: 0.0005 ips: 61.0661 images/s [03/13 11:25:37] ppdet.engine INFO: Epoch: [161] [500/610] learning_rate: 0.105468 loss_vfl: 0.988576 loss_bbox: 0.444160 loss_dfl: 0.435682 loss: 1.853480 eta: 19:32:04 batch_cost: 0.7942 data_cost: 0.0023 ips: 60.4409 images/s [03/13 11:25:55] ppdet.engine INFO: Epoch: [161] [520/610] learning_rate: 0.105427 loss_vfl: 0.924980 loss_bbox: 0.424615 loss_dfl: 0.413130 loss: 1.772434 eta: 19:31:46 batch_cost: 0.7867 data_cost: 0.0008 ips: 61.0117 images/s [03/13 11:26:13] ppdet.engine INFO: Epoch: [161] [540/610] learning_rate: 0.105386 loss_vfl: 0.964336 loss_bbox: 0.433438 loss_dfl: 0.417134 loss: 1.814679 eta: 19:31:29 batch_cost: 0.8002 data_cost: 0.0005 ips: 59.9879 images/s [03/13 11:26:30] ppdet.engine INFO: Epoch: [161] [560/610] learning_rate: 0.105345 loss_vfl: 0.904342 loss_bbox: 0.381587 loss_dfl: 0.387692 loss: 1.682346 eta: 19:31:11 batch_cost: 0.7553 data_cost: 0.0003 ips: 63.5484 images/s [03/13 11:26:47] ppdet.engine INFO: Epoch: [161] [580/610] learning_rate: 0.105304 loss_vfl: 0.969546 loss_bbox: 0.436279 loss_dfl: 0.417368 loss: 1.813093 eta: 19:30:53 batch_cost: 0.7706 data_cost: 0.0008 ips: 62.2904 images/s [03/13 11:27:05] ppdet.engine INFO: Epoch: [161] [600/610] learning_rate: 0.105263 loss_vfl: 1.015232 loss_bbox: 0.425205 loss_dfl: 0.414138 loss: 1.880485 eta: 19:30:36 batch_cost: 0.7727 data_cost: 0.0011 ips: 62.1203 images/s [03/13 11:27:19] ppdet.engine INFO: Epoch: [162] [ 0/610] learning_rate: 0.105243 loss_vfl: 1.032294 loss_bbox: 0.454631 loss_dfl: 0.439743 loss: 1.928159 eta: 19:30:31 batch_cost: 0.9850 data_cost: 0.2872 ips: 48.7298 images/s [03/13 11:27:39] ppdet.engine INFO: Epoch: [162] [ 20/610] learning_rate: 0.105202 loss_vfl: 0.973246 loss_bbox: 0.429261 loss_dfl: 0.410763 loss: 1.799237 eta: 19:30:14 batch_cost: 0.8655 data_cost: 0.0003 ips: 55.4595 images/s [03/13 11:27:57] ppdet.engine INFO: Epoch: [162] [ 40/610] learning_rate: 0.105161 loss_vfl: 1.012214 loss_bbox: 0.439956 loss_dfl: 0.418779 loss: 1.870391 eta: 19:29:57 batch_cost: 0.8126 data_cost: 0.0008 ips: 59.0666 images/s [03/13 11:28:15] ppdet.engine INFO: Epoch: [162] [ 60/610] learning_rate: 0.105120 loss_vfl: 0.973101 loss_bbox: 0.428196 loss_dfl: 0.417137 loss: 1.836047 eta: 19:29:40 batch_cost: 0.7794 data_cost: 0.0003 ips: 61.5829 images/s [03/13 11:28:33] ppdet.engine INFO: Epoch: [162] [ 80/610] learning_rate: 0.105079 loss_vfl: 0.951525 loss_bbox: 0.424337 loss_dfl: 0.417875 loss: 1.796578 eta: 19:29:22 batch_cost: 0.8025 data_cost: 0.0003 ips: 59.8117 images/s [03/13 11:28:51] ppdet.engine INFO: Epoch: [162] [100/610] learning_rate: 0.105038 loss_vfl: 0.966746 loss_bbox: 0.467801 loss_dfl: 0.441876 loss: 1.881929 eta: 19:29:05 batch_cost: 0.8099 data_cost: 0.0003 ips: 59.2698 images/s [03/13 11:29:09] ppdet.engine INFO: Epoch: [162] [120/610] learning_rate: 0.104997 loss_vfl: 0.973097 loss_bbox: 0.418763 loss_dfl: 0.415394 loss: 1.796453 eta: 19:28:48 batch_cost: 0.7924 data_cost: 0.0003 ips: 60.5777 images/s [03/13 11:29:27] ppdet.engine INFO: Epoch: [162] [140/610] learning_rate: 0.104956 loss_vfl: 0.946840 loss_bbox: 0.418251 loss_dfl: 0.419498 loss: 1.785601 eta: 19:28:31 batch_cost: 0.8180 data_cost: 0.0003 ips: 58.6795 images/s [03/13 11:29:46] ppdet.engine INFO: Epoch: [162] [160/610] learning_rate: 0.104915 loss_vfl: 0.926260 loss_bbox: 0.425632 loss_dfl: 0.409744 loss: 1.799774 eta: 19:28:15 batch_cost: 0.8520 data_cost: 0.0003 ips: 56.3367 images/s [03/13 11:30:04] ppdet.engine INFO: Epoch: [162] [180/610] learning_rate: 0.104874 loss_vfl: 0.969298 loss_bbox: 0.417105 loss_dfl: 0.392622 loss: 1.777787 eta: 19:27:58 batch_cost: 0.8393 data_cost: 0.0003 ips: 57.1919 images/s [03/13 11:30:22] ppdet.engine INFO: Epoch: [162] [200/610] learning_rate: 0.104833 loss_vfl: 0.970977 loss_bbox: 0.429929 loss_dfl: 0.411448 loss: 1.821741 eta: 19:27:40 batch_cost: 0.7741 data_cost: 0.0003 ips: 62.0096 images/s [03/13 11:30:40] ppdet.engine INFO: Epoch: [162] [220/610] learning_rate: 0.104792 loss_vfl: 0.938860 loss_bbox: 0.413031 loss_dfl: 0.397811 loss: 1.752733 eta: 19:27:23 batch_cost: 0.8123 data_cost: 0.0009 ips: 59.0914 images/s [03/13 11:30:58] ppdet.engine INFO: Epoch: [162] [240/610] learning_rate: 0.104751 loss_vfl: 0.953801 loss_bbox: 0.432070 loss_dfl: 0.428128 loss: 1.832566 eta: 19:27:05 batch_cost: 0.7679 data_cost: 0.0012 ips: 62.5069 images/s [03/13 11:31:16] ppdet.engine INFO: Epoch: [162] [260/610] learning_rate: 0.104710 loss_vfl: 0.954324 loss_bbox: 0.404336 loss_dfl: 0.397159 loss: 1.768647 eta: 19:26:49 batch_cost: 0.8247 data_cost: 0.0003 ips: 58.2046 images/s [03/13 11:31:34] ppdet.engine INFO: Epoch: [162] [280/610] learning_rate: 0.104669 loss_vfl: 0.918968 loss_bbox: 0.415209 loss_dfl: 0.396774 loss: 1.738793 eta: 19:26:31 batch_cost: 0.7673 data_cost: 0.0003 ips: 62.5575 images/s [03/13 11:31:51] ppdet.engine INFO: Epoch: [162] [300/610] learning_rate: 0.104628 loss_vfl: 0.993940 loss_bbox: 0.447115 loss_dfl: 0.418675 loss: 1.874957 eta: 19:26:13 batch_cost: 0.7717 data_cost: 0.0003 ips: 62.1965 images/s [03/13 11:32:09] ppdet.engine INFO: Epoch: [162] [320/610] learning_rate: 0.104588 loss_vfl: 0.962800 loss_bbox: 0.428110 loss_dfl: 0.410428 loss: 1.811720 eta: 19:25:55 batch_cost: 0.7730 data_cost: 0.0009 ips: 62.0951 images/s [03/13 11:32:26] ppdet.engine INFO: Epoch: [162] [340/610] learning_rate: 0.104547 loss_vfl: 0.958862 loss_bbox: 0.418155 loss_dfl: 0.416467 loss: 1.807971 eta: 19:25:38 batch_cost: 0.7862 data_cost: 0.0004 ips: 61.0516 images/s [03/13 11:32:43] ppdet.engine INFO: Epoch: [162] [360/610] learning_rate: 0.104506 loss_vfl: 0.952748 loss_bbox: 0.420685 loss_dfl: 0.399334 loss: 1.786865 eta: 19:25:20 batch_cost: 0.7787 data_cost: 0.0059 ips: 61.6420 images/s [03/13 11:33:01] ppdet.engine INFO: Epoch: [162] [380/610] learning_rate: 0.104465 loss_vfl: 0.999129 loss_bbox: 0.444175 loss_dfl: 0.438796 loss: 1.880808 eta: 19:25:03 batch_cost: 0.8110 data_cost: 0.0009 ips: 59.1854 images/s [03/13 11:33:19] ppdet.engine INFO: Epoch: [162] [400/610] learning_rate: 0.104424 loss_vfl: 0.963024 loss_bbox: 0.432179 loss_dfl: 0.406845 loss: 1.790830 eta: 19:24:46 batch_cost: 0.7924 data_cost: 0.0003 ips: 60.5785 images/s [03/13 11:33:37] ppdet.engine INFO: Epoch: [162] [420/610] learning_rate: 0.104383 loss_vfl: 0.984536 loss_bbox: 0.432879 loss_dfl: 0.420953 loss: 1.865607 eta: 19:24:28 batch_cost: 0.7814 data_cost: 0.0003 ips: 61.4296 images/s [03/13 11:33:55] ppdet.engine INFO: Epoch: [162] [440/610] learning_rate: 0.104342 loss_vfl: 0.948365 loss_bbox: 0.398797 loss_dfl: 0.407265 loss: 1.773215 eta: 19:24:11 batch_cost: 0.8131 data_cost: 0.0003 ips: 59.0307 images/s [03/13 11:34:13] ppdet.engine INFO: Epoch: [162] [460/610] learning_rate: 0.104301 loss_vfl: 0.986968 loss_bbox: 0.433061 loss_dfl: 0.415944 loss: 1.859189 eta: 19:23:54 batch_cost: 0.8058 data_cost: 0.0012 ips: 59.5697 images/s [03/13 11:34:32] ppdet.engine INFO: Epoch: [162] [480/610] learning_rate: 0.104260 loss_vfl: 0.943513 loss_bbox: 0.416004 loss_dfl: 0.393767 loss: 1.734414 eta: 19:23:37 batch_cost: 0.8001 data_cost: 0.0063 ips: 59.9901 images/s [03/13 11:34:50] ppdet.engine INFO: Epoch: [162] [500/610] learning_rate: 0.104219 loss_vfl: 0.943449 loss_bbox: 0.411618 loss_dfl: 0.401873 loss: 1.746457 eta: 19:23:19 batch_cost: 0.7758 data_cost: 0.0003 ips: 61.8726 images/s [03/13 11:35:08] ppdet.engine INFO: Epoch: [162] [520/610] learning_rate: 0.104178 loss_vfl: 0.938903 loss_bbox: 0.417084 loss_dfl: 0.407121 loss: 1.776763 eta: 19:23:02 batch_cost: 0.8405 data_cost: 0.0003 ips: 57.1064 images/s [03/13 11:35:25] ppdet.engine INFO: Epoch: [162] [540/610] learning_rate: 0.104137 loss_vfl: 1.013533 loss_bbox: 0.454369 loss_dfl: 0.431341 loss: 1.933258 eta: 19:22:44 batch_cost: 0.7291 data_cost: 0.0003 ips: 65.8342 images/s [03/13 11:35:42] ppdet.engine INFO: Epoch: [162] [560/610] learning_rate: 0.104097 loss_vfl: 1.018972 loss_bbox: 0.436254 loss_dfl: 0.420689 loss: 1.873814 eta: 19:22:26 batch_cost: 0.7372 data_cost: 0.0003 ips: 65.1153 images/s [03/13 11:36:00] ppdet.engine INFO: Epoch: [162] [580/610] learning_rate: 0.104056 loss_vfl: 0.934289 loss_bbox: 0.427335 loss_dfl: 0.419369 loss: 1.794580 eta: 19:22:08 batch_cost: 0.7570 data_cost: 0.0014 ips: 63.4068 images/s [03/13 11:36:18] ppdet.engine INFO: Epoch: [162] [600/610] learning_rate: 0.104015 loss_vfl: 0.969617 loss_bbox: 0.448179 loss_dfl: 0.423910 loss: 1.869828 eta: 19:21:51 batch_cost: 0.8353 data_cost: 0.0004 ips: 57.4659 images/s [03/13 11:36:32] ppdet.engine INFO: Epoch: [163] [ 0/610] learning_rate: 0.103994 loss_vfl: 0.993596 loss_bbox: 0.443690 loss_dfl: 0.423375 loss: 1.873727 eta: 19:21:46 batch_cost: 0.9796 data_cost: 0.2285 ips: 49.0001 images/s [03/13 11:36:52] ppdet.engine INFO: Epoch: [163] [ 20/610] learning_rate: 0.103953 loss_vfl: 0.901414 loss_bbox: 0.388116 loss_dfl: 0.376701 loss: 1.681840 eta: 19:21:30 batch_cost: 0.9266 data_cost: 0.0003 ips: 51.8050 images/s [03/13 11:37:10] ppdet.engine INFO: Epoch: [163] [ 40/610] learning_rate: 0.103912 loss_vfl: 0.953340 loss_bbox: 0.417814 loss_dfl: 0.406935 loss: 1.755636 eta: 19:21:13 batch_cost: 0.7929 data_cost: 0.0005 ips: 60.5397 images/s [03/13 11:37:28] ppdet.engine INFO: Epoch: [163] [ 60/610] learning_rate: 0.103872 loss_vfl: 0.962577 loss_bbox: 0.406935 loss_dfl: 0.403233 loss: 1.761366 eta: 19:20:55 batch_cost: 0.7554 data_cost: 0.0003 ips: 63.5450 images/s [03/13 11:37:46] ppdet.engine INFO: Epoch: [163] [ 80/610] learning_rate: 0.103831 loss_vfl: 0.926736 loss_bbox: 0.408824 loss_dfl: 0.408831 loss: 1.773826 eta: 19:20:38 batch_cost: 0.8018 data_cost: 0.0017 ips: 59.8665 images/s [03/13 11:38:04] ppdet.engine INFO: Epoch: [163] [100/610] learning_rate: 0.103790 loss_vfl: 0.935140 loss_bbox: 0.399912 loss_dfl: 0.392851 loss: 1.729735 eta: 19:20:20 batch_cost: 0.7861 data_cost: 0.0014 ips: 61.0600 images/s [03/13 11:38:22] ppdet.engine INFO: Epoch: [163] [120/610] learning_rate: 0.103749 loss_vfl: 0.936132 loss_bbox: 0.401706 loss_dfl: 0.401931 loss: 1.716843 eta: 19:20:03 batch_cost: 0.8062 data_cost: 0.0022 ips: 59.5366 images/s [03/13 11:38:39] ppdet.engine INFO: Epoch: [163] [140/610] learning_rate: 0.103708 loss_vfl: 1.013636 loss_bbox: 0.459556 loss_dfl: 0.448113 loss: 1.910021 eta: 19:19:45 batch_cost: 0.7628 data_cost: 0.0003 ips: 62.9231 images/s [03/13 11:38:58] ppdet.engine INFO: Epoch: [163] [160/610] learning_rate: 0.103667 loss_vfl: 1.029016 loss_bbox: 0.476615 loss_dfl: 0.439225 loss: 1.968090 eta: 19:19:28 batch_cost: 0.8241 data_cost: 0.0008 ips: 58.2437 images/s [03/13 11:39:15] ppdet.engine INFO: Epoch: [163] [180/610] learning_rate: 0.103626 loss_vfl: 0.903047 loss_bbox: 0.402574 loss_dfl: 0.386621 loss: 1.680010 eta: 19:19:10 batch_cost: 0.7578 data_cost: 0.0064 ips: 63.3422 images/s [03/13 11:39:32] ppdet.engine INFO: Epoch: [163] [200/610] learning_rate: 0.103585 loss_vfl: 1.015915 loss_bbox: 0.453671 loss_dfl: 0.435674 loss: 1.897683 eta: 19:18:53 batch_cost: 0.7849 data_cost: 0.0003 ips: 61.1533 images/s [03/13 11:39:50] ppdet.engine INFO: Epoch: [163] [220/610] learning_rate: 0.103544 loss_vfl: 0.963793 loss_bbox: 0.423503 loss_dfl: 0.402683 loss: 1.762420 eta: 19:18:35 batch_cost: 0.7612 data_cost: 0.0010 ips: 63.0553 images/s [03/13 11:40:08] ppdet.engine INFO: Epoch: [163] [240/610] learning_rate: 0.103504 loss_vfl: 0.971944 loss_bbox: 0.438023 loss_dfl: 0.412090 loss: 1.816321 eta: 19:18:18 batch_cost: 0.7867 data_cost: 0.0003 ips: 61.0152 images/s [03/13 11:40:25] ppdet.engine INFO: Epoch: [163] [260/610] learning_rate: 0.103463 loss_vfl: 0.996182 loss_bbox: 0.447012 loss_dfl: 0.441803 loss: 1.900961 eta: 19:18:00 batch_cost: 0.7906 data_cost: 0.0003 ips: 60.7160 images/s [03/13 11:40:43] ppdet.engine INFO: Epoch: [163] [280/610] learning_rate: 0.103422 loss_vfl: 1.033141 loss_bbox: 0.438203 loss_dfl: 0.440147 loss: 1.906065 eta: 19:17:43 batch_cost: 0.7921 data_cost: 0.0009 ips: 60.5965 images/s [03/13 11:41:00] ppdet.engine INFO: Epoch: [163] [300/610] learning_rate: 0.103381 loss_vfl: 0.969045 loss_bbox: 0.442031 loss_dfl: 0.412588 loss: 1.800674 eta: 19:17:25 batch_cost: 0.7442 data_cost: 0.0031 ips: 64.4982 images/s [03/13 11:41:17] ppdet.engine INFO: Epoch: [163] [320/610] learning_rate: 0.103340 loss_vfl: 0.958015 loss_bbox: 0.404431 loss_dfl: 0.404852 loss: 1.747154 eta: 19:17:07 batch_cost: 0.7855 data_cost: 0.0003 ips: 61.1096 images/s [03/13 11:41:35] ppdet.engine INFO: Epoch: [163] [340/610] learning_rate: 0.103299 loss_vfl: 0.941495 loss_bbox: 0.418267 loss_dfl: 0.413108 loss: 1.774356 eta: 19:16:50 batch_cost: 0.8228 data_cost: 0.0003 ips: 58.3346 images/s [03/13 11:41:53] ppdet.engine INFO: Epoch: [163] [360/610] learning_rate: 0.103258 loss_vfl: 0.936897 loss_bbox: 0.412839 loss_dfl: 0.398875 loss: 1.757712 eta: 19:16:33 batch_cost: 0.7742 data_cost: 0.0003 ips: 61.9963 images/s [03/13 11:42:10] ppdet.engine INFO: Epoch: [163] [380/610] learning_rate: 0.103217 loss_vfl: 0.970593 loss_bbox: 0.435292 loss_dfl: 0.408032 loss: 1.817235 eta: 19:16:15 batch_cost: 0.7812 data_cost: 0.0003 ips: 61.4445 images/s [03/13 11:42:28] ppdet.engine INFO: Epoch: [163] [400/610] learning_rate: 0.103177 loss_vfl: 0.982698 loss_bbox: 0.430503 loss_dfl: 0.416677 loss: 1.828160 eta: 19:15:58 batch_cost: 0.8039 data_cost: 0.0014 ips: 59.7099 images/s [03/13 11:42:46] ppdet.engine INFO: Epoch: [163] [420/610] learning_rate: 0.103136 loss_vfl: 1.004921 loss_bbox: 0.451620 loss_dfl: 0.432476 loss: 1.887770 eta: 19:15:41 batch_cost: 0.7941 data_cost: 0.0003 ips: 60.4481 images/s [03/13 11:43:02] ppdet.engine INFO: Epoch: [163] [440/610] learning_rate: 0.103095 loss_vfl: 0.957761 loss_bbox: 0.422686 loss_dfl: 0.424328 loss: 1.809793 eta: 19:15:22 batch_cost: 0.7418 data_cost: 0.0022 ips: 64.7063 images/s [03/13 11:43:21] ppdet.engine INFO: Epoch: [163] [460/610] learning_rate: 0.103054 loss_vfl: 1.012922 loss_bbox: 0.454465 loss_dfl: 0.431023 loss: 1.910794 eta: 19:15:04 batch_cost: 0.7637 data_cost: 0.0003 ips: 62.8550 images/s [03/13 11:43:38] ppdet.engine INFO: Epoch: [163] [480/610] learning_rate: 0.103013 loss_vfl: 0.936458 loss_bbox: 0.442210 loss_dfl: 0.426230 loss: 1.791488 eta: 19:14:47 batch_cost: 0.7790 data_cost: 0.0003 ips: 61.6153 images/s [03/13 11:43:56] ppdet.engine INFO: Epoch: [163] [500/610] learning_rate: 0.102972 loss_vfl: 0.966012 loss_bbox: 0.420980 loss_dfl: 0.415218 loss: 1.789272 eta: 19:14:30 batch_cost: 0.8131 data_cost: 0.0003 ips: 59.0330 images/s [03/13 11:44:14] ppdet.engine INFO: Epoch: [163] [520/610] learning_rate: 0.102932 loss_vfl: 1.019747 loss_bbox: 0.461448 loss_dfl: 0.440155 loss: 1.925944 eta: 19:14:12 batch_cost: 0.7724 data_cost: 0.0009 ips: 62.1442 images/s [03/13 11:44:32] ppdet.engine INFO: Epoch: [163] [540/610] learning_rate: 0.102891 loss_vfl: 0.948964 loss_bbox: 0.429410 loss_dfl: 0.413218 loss: 1.771100 eta: 19:13:55 batch_cost: 0.7942 data_cost: 0.0011 ips: 60.4383 images/s [03/13 11:44:50] ppdet.engine INFO: Epoch: [163] [560/610] learning_rate: 0.102850 loss_vfl: 0.943601 loss_bbox: 0.428148 loss_dfl: 0.409243 loss: 1.777112 eta: 19:13:37 batch_cost: 0.7810 data_cost: 0.0003 ips: 61.4594 images/s [03/13 11:45:07] ppdet.engine INFO: Epoch: [163] [580/610] learning_rate: 0.102809 loss_vfl: 0.885969 loss_bbox: 0.377540 loss_dfl: 0.374233 loss: 1.626966 eta: 19:13:20 batch_cost: 0.7879 data_cost: 0.0003 ips: 60.9219 images/s [03/13 11:45:24] ppdet.engine INFO: Epoch: [163] [600/610] learning_rate: 0.102768 loss_vfl: 0.950733 loss_bbox: 0.433719 loss_dfl: 0.418829 loss: 1.817368 eta: 19:13:02 batch_cost: 0.7565 data_cost: 0.0004 ips: 63.4532 images/s [03/13 11:45:37] ppdet.engine INFO: Epoch: [164] [ 0/610] learning_rate: 0.102748 loss_vfl: 0.952639 loss_bbox: 0.426578 loss_dfl: 0.410360 loss: 1.795361 eta: 19:12:55 batch_cost: 0.8928 data_cost: 0.1799 ips: 53.7629 images/s [03/13 11:45:58] ppdet.engine INFO: Epoch: [164] [ 20/610] learning_rate: 0.102707 loss_vfl: 0.948751 loss_bbox: 0.434127 loss_dfl: 0.405588 loss: 1.801657 eta: 19:12:40 batch_cost: 0.8906 data_cost: 0.0003 ips: 53.8970 images/s [03/13 11:46:16] ppdet.engine INFO: Epoch: [164] [ 40/610] learning_rate: 0.102666 loss_vfl: 0.978964 loss_bbox: 0.423296 loss_dfl: 0.420443 loss: 1.819416 eta: 19:12:23 batch_cost: 0.8143 data_cost: 0.0003 ips: 58.9464 images/s [03/13 11:46:33] ppdet.engine INFO: Epoch: [164] [ 60/610] learning_rate: 0.102625 loss_vfl: 0.967938 loss_bbox: 0.429722 loss_dfl: 0.416842 loss: 1.795728 eta: 19:12:05 batch_cost: 0.7804 data_cost: 0.0003 ips: 61.5107 images/s [03/13 11:46:52] ppdet.engine INFO: Epoch: [164] [ 80/610] learning_rate: 0.102584 loss_vfl: 0.941024 loss_bbox: 0.414235 loss_dfl: 0.397885 loss: 1.723840 eta: 19:11:48 batch_cost: 0.8201 data_cost: 0.0011 ips: 58.5290 images/s [03/13 11:47:10] ppdet.engine INFO: Epoch: [164] [100/610] learning_rate: 0.102544 loss_vfl: 0.974675 loss_bbox: 0.431145 loss_dfl: 0.414736 loss: 1.805919 eta: 19:11:30 batch_cost: 0.7725 data_cost: 0.0003 ips: 62.1327 images/s [03/13 11:47:28] ppdet.engine INFO: Epoch: [164] [120/610] learning_rate: 0.102503 loss_vfl: 0.989341 loss_bbox: 0.439516 loss_dfl: 0.436797 loss: 1.869207 eta: 19:11:13 batch_cost: 0.7850 data_cost: 0.0010 ips: 61.1459 images/s [03/13 11:47:46] ppdet.engine INFO: Epoch: [164] [140/610] learning_rate: 0.102462 loss_vfl: 0.965410 loss_bbox: 0.424541 loss_dfl: 0.425868 loss: 1.833797 eta: 19:10:55 batch_cost: 0.7876 data_cost: 0.0003 ips: 60.9450 images/s [03/13 11:48:04] ppdet.engine INFO: Epoch: [164] [160/610] learning_rate: 0.102421 loss_vfl: 0.984954 loss_bbox: 0.445070 loss_dfl: 0.423170 loss: 1.877144 eta: 19:10:38 batch_cost: 0.7727 data_cost: 0.0004 ips: 62.1225 images/s [03/13 11:48:22] ppdet.engine INFO: Epoch: [164] [180/610] learning_rate: 0.102380 loss_vfl: 0.910127 loss_bbox: 0.391805 loss_dfl: 0.389259 loss: 1.696458 eta: 19:10:21 batch_cost: 0.8113 data_cost: 0.0003 ips: 59.1660 images/s [03/13 11:48:39] ppdet.engine INFO: Epoch: [164] [200/610] learning_rate: 0.102339 loss_vfl: 0.964996 loss_bbox: 0.406926 loss_dfl: 0.408830 loss: 1.779965 eta: 19:10:03 batch_cost: 0.7873 data_cost: 0.0003 ips: 60.9707 images/s [03/13 11:48:56] ppdet.engine INFO: Epoch: [164] [220/610] learning_rate: 0.102299 loss_vfl: 0.998312 loss_bbox: 0.414203 loss_dfl: 0.427758 loss: 1.838026 eta: 19:09:45 batch_cost: 0.7640 data_cost: 0.0009 ips: 62.8256 images/s [03/13 11:49:14] ppdet.engine INFO: Epoch: [164] [240/610] learning_rate: 0.102258 loss_vfl: 1.006902 loss_bbox: 0.445988 loss_dfl: 0.444125 loss: 1.907429 eta: 19:09:28 batch_cost: 0.7933 data_cost: 0.0003 ips: 60.5086 images/s [03/13 11:49:31] ppdet.engine INFO: Epoch: [164] [260/610] learning_rate: 0.102217 loss_vfl: 0.980023 loss_bbox: 0.408376 loss_dfl: 0.397406 loss: 1.788346 eta: 19:09:10 batch_cost: 0.7620 data_cost: 0.0025 ips: 62.9885 images/s [03/13 11:49:49] ppdet.engine INFO: Epoch: [164] [280/610] learning_rate: 0.102176 loss_vfl: 0.938003 loss_bbox: 0.427513 loss_dfl: 0.406481 loss: 1.797333 eta: 19:08:53 batch_cost: 0.7902 data_cost: 0.0003 ips: 60.7411 images/s [03/13 11:50:07] ppdet.engine INFO: Epoch: [164] [300/610] learning_rate: 0.102135 loss_vfl: 0.981463 loss_bbox: 0.439137 loss_dfl: 0.417942 loss: 1.828717 eta: 19:08:35 batch_cost: 0.7845 data_cost: 0.0003 ips: 61.1873 images/s [03/13 11:50:24] ppdet.engine INFO: Epoch: [164] [320/610] learning_rate: 0.102095 loss_vfl: 0.931550 loss_bbox: 0.427795 loss_dfl: 0.413680 loss: 1.777852 eta: 19:08:18 batch_cost: 0.7958 data_cost: 0.0003 ips: 60.3203 images/s [03/13 11:50:43] ppdet.engine INFO: Epoch: [164] [340/610] learning_rate: 0.102054 loss_vfl: 0.871653 loss_bbox: 0.408924 loss_dfl: 0.391870 loss: 1.685856 eta: 19:08:01 batch_cost: 0.7919 data_cost: 0.0003 ips: 60.6126 images/s [03/13 11:51:00] ppdet.engine INFO: Epoch: [164] [360/610] learning_rate: 0.102013 loss_vfl: 0.987775 loss_bbox: 0.435776 loss_dfl: 0.429762 loss: 1.889575 eta: 19:07:43 batch_cost: 0.7716 data_cost: 0.0003 ips: 62.2122 images/s [03/13 11:51:19] ppdet.engine INFO: Epoch: [164] [380/610] learning_rate: 0.101972 loss_vfl: 0.947019 loss_bbox: 0.407814 loss_dfl: 0.408890 loss: 1.756729 eta: 19:07:27 batch_cost: 0.8450 data_cost: 0.0003 ips: 56.8070 images/s [03/13 11:51:36] ppdet.engine INFO: Epoch: [164] [400/610] learning_rate: 0.101931 loss_vfl: 0.935710 loss_bbox: 0.401141 loss_dfl: 0.394808 loss: 1.710140 eta: 19:07:09 batch_cost: 0.7734 data_cost: 0.0012 ips: 62.0623 images/s [03/13 11:51:54] ppdet.engine INFO: Epoch: [164] [420/610] learning_rate: 0.101891 loss_vfl: 0.918746 loss_bbox: 0.409950 loss_dfl: 0.392705 loss: 1.715204 eta: 19:06:51 batch_cost: 0.7608 data_cost: 0.0014 ips: 63.0942 images/s [03/13 11:52:12] ppdet.engine INFO: Epoch: [164] [440/610] learning_rate: 0.101850 loss_vfl: 0.920100 loss_bbox: 0.395829 loss_dfl: 0.396243 loss: 1.729531 eta: 19:06:34 batch_cost: 0.7987 data_cost: 0.0074 ips: 60.0995 images/s [03/13 11:52:30] ppdet.engine INFO: Epoch: [164] [460/610] learning_rate: 0.101809 loss_vfl: 0.975574 loss_bbox: 0.418137 loss_dfl: 0.409922 loss: 1.776245 eta: 19:06:16 batch_cost: 0.7974 data_cost: 0.0003 ips: 60.1972 images/s [03/13 11:52:49] ppdet.engine INFO: Epoch: [164] [480/610] learning_rate: 0.101768 loss_vfl: 0.989676 loss_bbox: 0.424061 loss_dfl: 0.435815 loss: 1.891459 eta: 19:05:59 batch_cost: 0.8116 data_cost: 0.0003 ips: 59.1394 images/s [03/13 11:53:07] ppdet.engine INFO: Epoch: [164] [500/610] learning_rate: 0.101727 loss_vfl: 1.001555 loss_bbox: 0.460935 loss_dfl: 0.447656 loss: 1.920281 eta: 19:05:42 batch_cost: 0.8130 data_cost: 0.0003 ips: 59.0418 images/s [03/13 11:53:24] ppdet.engine INFO: Epoch: [164] [520/610] learning_rate: 0.101687 loss_vfl: 0.984201 loss_bbox: 0.444928 loss_dfl: 0.425759 loss: 1.860744 eta: 19:05:24 batch_cost: 0.7552 data_cost: 0.0003 ips: 63.5587 images/s [03/13 11:53:42] ppdet.engine INFO: Epoch: [164] [540/610] learning_rate: 0.101646 loss_vfl: 0.961537 loss_bbox: 0.435979 loss_dfl: 0.419668 loss: 1.818402 eta: 19:05:07 batch_cost: 0.7951 data_cost: 0.0003 ips: 60.3686 images/s [03/13 11:54:00] ppdet.engine INFO: Epoch: [164] [560/610] learning_rate: 0.101605 loss_vfl: 0.969148 loss_bbox: 0.425825 loss_dfl: 0.414206 loss: 1.812269 eta: 19:04:50 batch_cost: 0.8042 data_cost: 0.0037 ips: 59.6885 images/s [03/13 11:54:18] ppdet.engine INFO: Epoch: [164] [580/610] learning_rate: 0.101564 loss_vfl: 0.976011 loss_bbox: 0.431104 loss_dfl: 0.417428 loss: 1.814350 eta: 19:04:32 batch_cost: 0.7664 data_cost: 0.0003 ips: 62.6335 images/s [03/13 11:54:36] ppdet.engine INFO: Epoch: [164] [600/610] learning_rate: 0.101523 loss_vfl: 0.975962 loss_bbox: 0.448608 loss_dfl: 0.440917 loss: 1.862646 eta: 19:04:15 batch_cost: 0.8081 data_cost: 0.0011 ips: 59.3972 images/s [03/13 11:54:51] ppdet.engine INFO: Epoch: [165] [ 0/610] learning_rate: 0.101503 loss_vfl: 0.951641 loss_bbox: 0.425247 loss_dfl: 0.418932 loss: 1.862646 eta: 19:04:10 batch_cost: 0.9984 data_cost: 0.1920 ips: 48.0770 images/s [03/13 11:55:11] ppdet.engine INFO: Epoch: [165] [ 20/610] learning_rate: 0.101462 loss_vfl: 1.078445 loss_bbox: 0.461354 loss_dfl: 0.447156 loss: 1.982705 eta: 19:03:55 batch_cost: 0.9178 data_cost: 0.0005 ips: 52.2981 images/s [03/13 11:55:28] ppdet.engine INFO: Epoch: [165] [ 40/610] learning_rate: 0.101422 loss_vfl: 0.951586 loss_bbox: 0.408751 loss_dfl: 0.405176 loss: 1.787286 eta: 19:03:37 batch_cost: 0.7663 data_cost: 0.0008 ips: 62.6389 images/s [03/13 11:55:46] ppdet.engine INFO: Epoch: [165] [ 60/610] learning_rate: 0.101381 loss_vfl: 0.989200 loss_bbox: 0.447051 loss_dfl: 0.421162 loss: 1.871435 eta: 19:03:19 batch_cost: 0.7547 data_cost: 0.0003 ips: 63.5999 images/s [03/13 11:56:04] ppdet.engine INFO: Epoch: [165] [ 80/610] learning_rate: 0.101340 loss_vfl: 1.015809 loss_bbox: 0.446345 loss_dfl: 0.428020 loss: 1.882703 eta: 19:03:02 batch_cost: 0.8000 data_cost: 0.0009 ips: 59.9980 images/s [03/13 11:56:22] ppdet.engine INFO: Epoch: [165] [100/610] learning_rate: 0.101299 loss_vfl: 0.973594 loss_bbox: 0.438459 loss_dfl: 0.423324 loss: 1.830522 eta: 19:02:45 batch_cost: 0.7951 data_cost: 0.0003 ips: 60.3668 images/s [03/13 11:56:41] ppdet.engine INFO: Epoch: [165] [120/610] learning_rate: 0.101258 loss_vfl: 0.917929 loss_bbox: 0.418886 loss_dfl: 0.398996 loss: 1.725793 eta: 19:02:28 batch_cost: 0.8551 data_cost: 0.0003 ips: 56.1351 images/s [03/13 11:56:58] ppdet.engine INFO: Epoch: [165] [140/610] learning_rate: 0.101218 loss_vfl: 1.033112 loss_bbox: 0.441973 loss_dfl: 0.432783 loss: 1.897177 eta: 19:02:11 batch_cost: 0.7803 data_cost: 0.0003 ips: 61.5152 images/s [03/13 11:57:17] ppdet.engine INFO: Epoch: [165] [160/610] learning_rate: 0.101177 loss_vfl: 0.971713 loss_bbox: 0.411664 loss_dfl: 0.407224 loss: 1.776156 eta: 19:01:53 batch_cost: 0.7935 data_cost: 0.0003 ips: 60.4944 images/s [03/13 11:57:35] ppdet.engine INFO: Epoch: [165] [180/610] learning_rate: 0.101136 loss_vfl: 1.019504 loss_bbox: 0.447217 loss_dfl: 0.439497 loss: 1.918138 eta: 19:01:37 batch_cost: 0.8296 data_cost: 0.0004 ips: 57.8573 images/s [03/13 11:57:54] ppdet.engine INFO: Epoch: [165] [200/610] learning_rate: 0.101095 loss_vfl: 0.980177 loss_bbox: 0.432424 loss_dfl: 0.413713 loss: 1.813036 eta: 19:01:20 batch_cost: 0.8356 data_cost: 0.0004 ips: 57.4429 images/s [03/13 11:58:12] ppdet.engine INFO: Epoch: [165] [220/610] learning_rate: 0.101055 loss_vfl: 0.994518 loss_bbox: 0.426173 loss_dfl: 0.415774 loss: 1.827472 eta: 19:01:02 batch_cost: 0.7599 data_cost: 0.0010 ips: 63.1663 images/s [03/13 11:58:30] ppdet.engine INFO: Epoch: [165] [240/610] learning_rate: 0.101014 loss_vfl: 0.985359 loss_bbox: 0.432275 loss_dfl: 0.430189 loss: 1.843652 eta: 19:00:45 batch_cost: 0.8189 data_cost: 0.0003 ips: 58.6184 images/s [03/13 11:58:49] ppdet.engine INFO: Epoch: [165] [260/610] learning_rate: 0.100973 loss_vfl: 0.957398 loss_bbox: 0.427632 loss_dfl: 0.411225 loss: 1.786050 eta: 19:00:29 batch_cost: 0.8637 data_cost: 0.0003 ips: 55.5745 images/s [03/13 11:59:08] ppdet.engine INFO: Epoch: [165] [280/610] learning_rate: 0.100932 loss_vfl: 0.998008 loss_bbox: 0.443294 loss_dfl: 0.421336 loss: 1.869352 eta: 19:00:12 batch_cost: 0.8263 data_cost: 0.0003 ips: 58.0906 images/s [03/13 11:59:25] ppdet.engine INFO: Epoch: [165] [300/610] learning_rate: 0.100892 loss_vfl: 0.983878 loss_bbox: 0.442876 loss_dfl: 0.423261 loss: 1.868183 eta: 18:59:55 batch_cost: 0.8039 data_cost: 0.0005 ips: 59.7116 images/s [03/13 11:59:43] ppdet.engine INFO: Epoch: [165] [320/610] learning_rate: 0.100851 loss_vfl: 0.953898 loss_bbox: 0.410063 loss_dfl: 0.409773 loss: 1.776824 eta: 18:59:37 batch_cost: 0.7609 data_cost: 0.0003 ips: 63.0844 images/s [03/13 12:00:01] ppdet.engine INFO: Epoch: [165] [340/610] learning_rate: 0.100810 loss_vfl: 0.996233 loss_bbox: 0.427538 loss_dfl: 0.414367 loss: 1.835516 eta: 18:59:20 batch_cost: 0.7957 data_cost: 0.0003 ips: 60.3216 images/s [03/13 12:00:19] ppdet.engine INFO: Epoch: [165] [360/610] learning_rate: 0.100769 loss_vfl: 0.915166 loss_bbox: 0.409168 loss_dfl: 0.392425 loss: 1.712266 eta: 18:59:02 batch_cost: 0.7786 data_cost: 0.0008 ips: 61.6486 images/s [03/13 12:00:36] ppdet.engine INFO: Epoch: [165] [380/610] learning_rate: 0.100729 loss_vfl: 0.941855 loss_bbox: 0.422791 loss_dfl: 0.415559 loss: 1.770842 eta: 18:58:44 batch_cost: 0.7507 data_cost: 0.0003 ips: 63.9376 images/s [03/13 12:00:54] ppdet.engine INFO: Epoch: [165] [400/610] learning_rate: 0.100688 loss_vfl: 0.987476 loss_bbox: 0.416852 loss_dfl: 0.412987 loss: 1.803735 eta: 18:58:27 batch_cost: 0.7924 data_cost: 0.0003 ips: 60.5788 images/s [03/13 12:01:13] ppdet.engine INFO: Epoch: [165] [420/610] learning_rate: 0.100647 loss_vfl: 0.958389 loss_bbox: 0.410978 loss_dfl: 0.408190 loss: 1.764202 eta: 18:58:11 batch_cost: 0.8606 data_cost: 0.0003 ips: 55.7733 images/s [03/13 12:01:31] ppdet.engine INFO: Epoch: [165] [440/610] learning_rate: 0.100607 loss_vfl: 0.989921 loss_bbox: 0.434938 loss_dfl: 0.440356 loss: 1.849401 eta: 18:57:54 batch_cost: 0.7961 data_cost: 0.0016 ips: 60.2931 images/s [03/13 12:01:49] ppdet.engine INFO: Epoch: [165] [460/610] learning_rate: 0.100566 loss_vfl: 0.955428 loss_bbox: 0.421004 loss_dfl: 0.416263 loss: 1.785700 eta: 18:57:36 batch_cost: 0.8073 data_cost: 0.0003 ips: 59.4551 images/s [03/13 12:02:08] ppdet.engine INFO: Epoch: [165] [480/610] learning_rate: 0.100525 loss_vfl: 0.930791 loss_bbox: 0.410480 loss_dfl: 0.397032 loss: 1.729176 eta: 18:57:20 batch_cost: 0.8270 data_cost: 0.0003 ips: 58.0409 images/s [03/13 12:02:26] ppdet.engine INFO: Epoch: [165] [500/610] learning_rate: 0.100484 loss_vfl: 0.998617 loss_bbox: 0.440396 loss_dfl: 0.427351 loss: 1.879028 eta: 18:57:03 batch_cost: 0.8292 data_cost: 0.0003 ips: 57.8843 images/s [03/13 12:02:43] ppdet.engine INFO: Epoch: [165] [520/610] learning_rate: 0.100444 loss_vfl: 0.986577 loss_bbox: 0.446442 loss_dfl: 0.424739 loss: 1.860297 eta: 18:56:46 batch_cost: 0.7854 data_cost: 0.0003 ips: 61.1173 images/s [03/13 12:03:01] ppdet.engine INFO: Epoch: [165] [540/610] learning_rate: 0.100403 loss_vfl: 0.965068 loss_bbox: 0.424788 loss_dfl: 0.411872 loss: 1.794018 eta: 18:56:28 batch_cost: 0.8090 data_cost: 0.0009 ips: 59.3353 images/s [03/13 12:03:18] ppdet.engine INFO: Epoch: [165] [560/610] learning_rate: 0.100362 loss_vfl: 1.024901 loss_bbox: 0.469108 loss_dfl: 0.446053 loss: 1.934809 eta: 18:56:11 batch_cost: 0.7548 data_cost: 0.0003 ips: 63.5913 images/s [03/13 12:03:36] ppdet.engine INFO: Epoch: [165] [580/610] learning_rate: 0.100321 loss_vfl: 0.975538 loss_bbox: 0.416426 loss_dfl: 0.434565 loss: 1.837513 eta: 18:55:53 batch_cost: 0.7901 data_cost: 0.0003 ips: 60.7555 images/s [03/13 12:03:54] ppdet.engine INFO: Epoch: [165] [600/610] learning_rate: 0.100281 loss_vfl: 0.952854 loss_bbox: 0.416620 loss_dfl: 0.401796 loss: 1.760526 eta: 18:55:36 batch_cost: 0.7965 data_cost: 0.0004 ips: 60.2619 images/s [03/13 12:04:09] ppdet.engine INFO: Epoch: [166] [ 0/610] learning_rate: 0.100260 loss_vfl: 0.944440 loss_bbox: 0.427818 loss_dfl: 0.403125 loss: 1.753989 eta: 18:55:31 batch_cost: 1.0286 data_cost: 0.2308 ips: 46.6640 images/s [03/13 12:04:30] ppdet.engine INFO: Epoch: [166] [ 20/610] learning_rate: 0.100220 loss_vfl: 0.947052 loss_bbox: 0.396060 loss_dfl: 0.401023 loss: 1.753586 eta: 18:55:15 batch_cost: 0.9098 data_cost: 0.0003 ips: 52.7566 images/s [03/13 12:04:48] ppdet.engine INFO: Epoch: [166] [ 40/610] learning_rate: 0.100179 loss_vfl: 0.970296 loss_bbox: 0.433945 loss_dfl: 0.416886 loss: 1.821027 eta: 18:54:59 batch_cost: 0.8411 data_cost: 0.0003 ips: 57.0703 images/s [03/13 12:05:07] ppdet.engine INFO: Epoch: [166] [ 60/610] learning_rate: 0.100138 loss_vfl: 0.923714 loss_bbox: 0.405803 loss_dfl: 0.398033 loss: 1.718935 eta: 18:54:42 batch_cost: 0.8129 data_cost: 0.0003 ips: 59.0482 images/s [03/13 12:05:25] ppdet.engine INFO: Epoch: [166] [ 80/610] learning_rate: 0.100098 loss_vfl: 1.015135 loss_bbox: 0.450859 loss_dfl: 0.435480 loss: 1.902026 eta: 18:54:24 batch_cost: 0.7746 data_cost: 0.0009 ips: 61.9715 images/s [03/13 12:05:43] ppdet.engine INFO: Epoch: [166] [100/610] learning_rate: 0.100057 loss_vfl: 0.955855 loss_bbox: 0.408129 loss_dfl: 0.401486 loss: 1.788908 eta: 18:54:07 batch_cost: 0.8239 data_cost: 0.0003 ips: 58.2610 images/s [03/13 12:06:01] ppdet.engine INFO: Epoch: [166] [120/610] learning_rate: 0.100016 loss_vfl: 0.956811 loss_bbox: 0.427601 loss_dfl: 0.410411 loss: 1.804936 eta: 18:53:50 batch_cost: 0.7680 data_cost: 0.0003 ips: 62.4985 images/s [03/13 12:06:18] ppdet.engine INFO: Epoch: [166] [140/610] learning_rate: 0.099976 loss_vfl: 0.946567 loss_bbox: 0.428936 loss_dfl: 0.397709 loss: 1.776651 eta: 18:53:32 batch_cost: 0.7618 data_cost: 0.0003 ips: 63.0117 images/s [03/13 12:06:36] ppdet.engine INFO: Epoch: [166] [160/610] learning_rate: 0.099935 loss_vfl: 0.934463 loss_bbox: 0.390712 loss_dfl: 0.395013 loss: 1.723007 eta: 18:53:15 batch_cost: 0.7995 data_cost: 0.0003 ips: 60.0368 images/s [03/13 12:06:53] ppdet.engine INFO: Epoch: [166] [180/610] learning_rate: 0.099894 loss_vfl: 0.938127 loss_bbox: 0.428337 loss_dfl: 0.398925 loss: 1.774920 eta: 18:52:57 batch_cost: 0.7549 data_cost: 0.0055 ips: 63.5846 images/s [03/13 12:07:11] ppdet.engine INFO: Epoch: [166] [200/610] learning_rate: 0.099853 loss_vfl: 0.973897 loss_bbox: 0.440351 loss_dfl: 0.419780 loss: 1.813028 eta: 18:52:40 batch_cost: 0.8177 data_cost: 0.0003 ips: 58.7018 images/s [03/13 12:07:29] ppdet.engine INFO: Epoch: [166] [220/610] learning_rate: 0.099813 loss_vfl: 0.960422 loss_bbox: 0.429229 loss_dfl: 0.413448 loss: 1.822350 eta: 18:52:22 batch_cost: 0.7857 data_cost: 0.0009 ips: 61.0934 images/s [03/13 12:07:46] ppdet.engine INFO: Epoch: [166] [240/610] learning_rate: 0.099772 loss_vfl: 0.920253 loss_bbox: 0.390194 loss_dfl: 0.380791 loss: 1.671176 eta: 18:52:04 batch_cost: 0.7303 data_cost: 0.0003 ips: 65.7227 images/s [03/13 12:08:04] ppdet.engine INFO: Epoch: [166] [260/610] learning_rate: 0.099731 loss_vfl: 0.964506 loss_bbox: 0.416016 loss_dfl: 0.415450 loss: 1.757498 eta: 18:51:47 batch_cost: 0.8186 data_cost: 0.0002 ips: 58.6375 images/s [03/13 12:08:22] ppdet.engine INFO: Epoch: [166] [280/610] learning_rate: 0.099691 loss_vfl: 0.995103 loss_bbox: 0.428932 loss_dfl: 0.433653 loss: 1.894227 eta: 18:51:30 batch_cost: 0.7784 data_cost: 0.0003 ips: 61.6686 images/s [03/13 12:08:39] ppdet.engine INFO: Epoch: [166] [300/610] learning_rate: 0.099650 loss_vfl: 0.976481 loss_bbox: 0.425198 loss_dfl: 0.408313 loss: 1.832756 eta: 18:51:12 batch_cost: 0.7520 data_cost: 0.0003 ips: 63.8260 images/s [03/13 12:08:57] ppdet.engine INFO: Epoch: [166] [320/610] learning_rate: 0.099609 loss_vfl: 0.955496 loss_bbox: 0.405274 loss_dfl: 0.407990 loss: 1.778076 eta: 18:50:55 batch_cost: 0.8411 data_cost: 0.0003 ips: 57.0668 images/s [03/13 12:09:14] ppdet.engine INFO: Epoch: [166] [340/610] learning_rate: 0.099569 loss_vfl: 0.983826 loss_bbox: 0.425078 loss_dfl: 0.430008 loss: 1.843781 eta: 18:50:37 batch_cost: 0.7452 data_cost: 0.0009 ips: 64.4149 images/s [03/13 12:09:33] ppdet.engine INFO: Epoch: [166] [360/610] learning_rate: 0.099528 loss_vfl: 0.954880 loss_bbox: 0.427485 loss_dfl: 0.409907 loss: 1.774531 eta: 18:50:20 batch_cost: 0.8192 data_cost: 0.0025 ips: 58.5904 images/s [03/13 12:09:51] ppdet.engine INFO: Epoch: [166] [380/610] learning_rate: 0.099487 loss_vfl: 0.996065 loss_bbox: 0.430629 loss_dfl: 0.421053 loss: 1.832913 eta: 18:50:03 batch_cost: 0.7856 data_cost: 0.0003 ips: 61.1012 images/s [03/13 12:10:09] ppdet.engine INFO: Epoch: [166] [400/610] learning_rate: 0.099447 loss_vfl: 0.970204 loss_bbox: 0.426631 loss_dfl: 0.416699 loss: 1.829618 eta: 18:49:45 batch_cost: 0.7638 data_cost: 0.0016 ips: 62.8448 images/s [03/13 12:10:27] ppdet.engine INFO: Epoch: [166] [420/610] learning_rate: 0.099406 loss_vfl: 0.983669 loss_bbox: 0.445343 loss_dfl: 0.428102 loss: 1.854025 eta: 18:49:28 batch_cost: 0.7962 data_cost: 0.0003 ips: 60.2891 images/s [03/13 12:10:46] ppdet.engine INFO: Epoch: [166] [440/610] learning_rate: 0.099365 loss_vfl: 0.930913 loss_bbox: 0.413690 loss_dfl: 0.397691 loss: 1.742687 eta: 18:49:11 batch_cost: 0.8203 data_cost: 0.0003 ips: 58.5156 images/s [03/13 12:11:05] ppdet.engine INFO: Epoch: [166] [460/610] learning_rate: 0.099325 loss_vfl: 1.005277 loss_bbox: 0.443684 loss_dfl: 0.428028 loss: 1.867830 eta: 18:48:54 batch_cost: 0.8513 data_cost: 0.0009 ips: 56.3847 images/s [03/13 12:11:23] ppdet.engine INFO: Epoch: [166] [480/610] learning_rate: 0.099284 loss_vfl: 0.974948 loss_bbox: 0.429957 loss_dfl: 0.412341 loss: 1.802901 eta: 18:48:38 batch_cost: 0.8488 data_cost: 0.0049 ips: 56.5504 images/s [03/13 12:11:41] ppdet.engine INFO: Epoch: [166] [500/610] learning_rate: 0.099244 loss_vfl: 0.935944 loss_bbox: 0.422348 loss_dfl: 0.413921 loss: 1.772621 eta: 18:48:20 batch_cost: 0.7863 data_cost: 0.0008 ips: 61.0443 images/s [03/13 12:12:00] ppdet.engine INFO: Epoch: [166] [520/610] learning_rate: 0.099203 loss_vfl: 0.977464 loss_bbox: 0.429351 loss_dfl: 0.415675 loss: 1.839669 eta: 18:48:03 batch_cost: 0.7980 data_cost: 0.0004 ips: 60.1534 images/s [03/13 12:12:18] ppdet.engine INFO: Epoch: [166] [540/610] learning_rate: 0.099162 loss_vfl: 0.973571 loss_bbox: 0.417974 loss_dfl: 0.404437 loss: 1.815096 eta: 18:47:46 batch_cost: 0.8208 data_cost: 0.0003 ips: 58.4778 images/s [03/13 12:12:35] ppdet.engine INFO: Epoch: [166] [560/610] learning_rate: 0.099122 loss_vfl: 0.956411 loss_bbox: 0.401832 loss_dfl: 0.400478 loss: 1.759624 eta: 18:47:29 batch_cost: 0.7697 data_cost: 0.0003 ips: 62.3592 images/s [03/13 12:12:53] ppdet.engine INFO: Epoch: [166] [580/610] learning_rate: 0.099081 loss_vfl: 0.985098 loss_bbox: 0.443406 loss_dfl: 0.422932 loss: 1.835824 eta: 18:47:11 batch_cost: 0.7643 data_cost: 0.0003 ips: 62.8013 images/s [03/13 12:13:11] ppdet.engine INFO: Epoch: [166] [600/610] learning_rate: 0.099040 loss_vfl: 0.981308 loss_bbox: 0.435887 loss_dfl: 0.403374 loss: 1.806686 eta: 18:46:54 batch_cost: 0.8014 data_cost: 0.0003 ips: 59.8922 images/s [03/13 12:13:26] ppdet.engine INFO: Epoch: [167] [ 0/610] learning_rate: 0.099020 loss_vfl: 0.939456 loss_bbox: 0.418423 loss_dfl: 0.397145 loss: 1.738183 eta: 18:46:50 batch_cost: 1.0603 data_cost: 0.3459 ips: 45.2723 images/s [03/13 12:13:46] ppdet.engine INFO: Epoch: [167] [ 20/610] learning_rate: 0.098979 loss_vfl: 0.983604 loss_bbox: 0.413108 loss_dfl: 0.403970 loss: 1.783581 eta: 18:46:34 batch_cost: 0.8779 data_cost: 0.0009 ips: 54.6767 images/s [03/13 12:14:04] ppdet.engine INFO: Epoch: [167] [ 40/610] learning_rate: 0.098939 loss_vfl: 0.973536 loss_bbox: 0.443295 loss_dfl: 0.419814 loss: 1.832978 eta: 18:46:16 batch_cost: 0.8045 data_cost: 0.0003 ips: 59.6637 images/s [03/13 12:14:23] ppdet.engine INFO: Epoch: [167] [ 60/610] learning_rate: 0.098898 loss_vfl: 0.940420 loss_bbox: 0.424910 loss_dfl: 0.405394 loss: 1.793767 eta: 18:46:00 batch_cost: 0.8503 data_cost: 0.0002 ips: 56.4512 images/s [03/13 12:14:42] ppdet.engine INFO: Epoch: [167] [ 80/610] learning_rate: 0.098857 loss_vfl: 0.987790 loss_bbox: 0.446526 loss_dfl: 0.427583 loss: 1.874517 eta: 18:45:43 batch_cost: 0.8331 data_cost: 0.0003 ips: 57.6134 images/s [03/13 12:14:59] ppdet.engine INFO: Epoch: [167] [100/610] learning_rate: 0.098817 loss_vfl: 0.962795 loss_bbox: 0.409880 loss_dfl: 0.416427 loss: 1.805954 eta: 18:45:26 batch_cost: 0.7596 data_cost: 0.0004 ips: 63.1905 images/s [03/13 12:15:17] ppdet.engine INFO: Epoch: [167] [120/610] learning_rate: 0.098776 loss_vfl: 0.966690 loss_bbox: 0.441478 loss_dfl: 0.424165 loss: 1.835689 eta: 18:45:09 batch_cost: 0.8144 data_cost: 0.0003 ips: 58.9370 images/s [03/13 12:15:34] ppdet.engine INFO: Epoch: [167] [140/610] learning_rate: 0.098736 loss_vfl: 0.943648 loss_bbox: 0.430356 loss_dfl: 0.411206 loss: 1.805650 eta: 18:44:51 batch_cost: 0.7661 data_cost: 0.0012 ips: 62.6554 images/s [03/13 12:15:53] ppdet.engine INFO: Epoch: [167] [160/610] learning_rate: 0.098695 loss_vfl: 0.925116 loss_bbox: 0.414800 loss_dfl: 0.404180 loss: 1.796487 eta: 18:44:34 batch_cost: 0.8364 data_cost: 0.0003 ips: 57.3911 images/s [03/13 12:16:11] ppdet.engine INFO: Epoch: [167] [180/610] learning_rate: 0.098654 loss_vfl: 0.963009 loss_bbox: 0.404973 loss_dfl: 0.406180 loss: 1.788074 eta: 18:44:17 batch_cost: 0.7961 data_cost: 0.0003 ips: 60.2907 images/s [03/13 12:16:29] ppdet.engine INFO: Epoch: [167] [200/610] learning_rate: 0.098614 loss_vfl: 0.940429 loss_bbox: 0.411465 loss_dfl: 0.400000 loss: 1.752404 eta: 18:44:00 batch_cost: 0.8111 data_cost: 0.0004 ips: 59.1820 images/s [03/13 12:16:47] ppdet.engine INFO: Epoch: [167] [220/610] learning_rate: 0.098573 loss_vfl: 1.011235 loss_bbox: 0.431128 loss_dfl: 0.439588 loss: 1.891948 eta: 18:43:43 batch_cost: 0.8132 data_cost: 0.0003 ips: 59.0263 images/s [03/13 12:17:05] ppdet.engine INFO: Epoch: [167] [240/610] learning_rate: 0.098533 loss_vfl: 0.955061 loss_bbox: 0.405933 loss_dfl: 0.409387 loss: 1.765077 eta: 18:43:25 batch_cost: 0.7751 data_cost: 0.0003 ips: 61.9272 images/s [03/13 12:17:22] ppdet.engine INFO: Epoch: [167] [260/610] learning_rate: 0.098492 loss_vfl: 0.974895 loss_bbox: 0.426818 loss_dfl: 0.409833 loss: 1.801887 eta: 18:43:08 batch_cost: 0.7719 data_cost: 0.0003 ips: 62.1842 images/s [03/13 12:17:40] ppdet.engine INFO: Epoch: [167] [280/610] learning_rate: 0.098451 loss_vfl: 0.948569 loss_bbox: 0.424433 loss_dfl: 0.397657 loss: 1.740973 eta: 18:42:51 batch_cost: 0.7997 data_cost: 0.0003 ips: 60.0231 images/s [03/13 12:17:58] ppdet.engine INFO: Epoch: [167] [300/610] learning_rate: 0.098411 loss_vfl: 0.996724 loss_bbox: 0.446552 loss_dfl: 0.434674 loss: 1.890315 eta: 18:42:33 batch_cost: 0.7949 data_cost: 0.0003 ips: 60.3817 images/s [03/13 12:18:16] ppdet.engine INFO: Epoch: [167] [320/610] learning_rate: 0.098370 loss_vfl: 0.972665 loss_bbox: 0.433118 loss_dfl: 0.416145 loss: 1.819562 eta: 18:42:16 batch_cost: 0.8269 data_cost: 0.0011 ips: 58.0450 images/s [03/13 12:18:34] ppdet.engine INFO: Epoch: [167] [340/610] learning_rate: 0.098330 loss_vfl: 1.001944 loss_bbox: 0.439559 loss_dfl: 0.412141 loss: 1.808635 eta: 18:41:59 batch_cost: 0.7632 data_cost: 0.0003 ips: 62.8923 images/s [03/13 12:18:51] ppdet.engine INFO: Epoch: [167] [360/610] learning_rate: 0.098289 loss_vfl: 1.007073 loss_bbox: 0.427425 loss_dfl: 0.421404 loss: 1.859485 eta: 18:41:42 batch_cost: 0.8091 data_cost: 0.0003 ips: 59.3237 images/s [03/13 12:19:08] ppdet.engine INFO: Epoch: [167] [380/610] learning_rate: 0.098248 loss_vfl: 0.963525 loss_bbox: 0.426765 loss_dfl: 0.405676 loss: 1.790920 eta: 18:41:24 batch_cost: 0.7631 data_cost: 0.0003 ips: 62.9053 images/s [03/13 12:19:27] ppdet.engine INFO: Epoch: [167] [400/610] learning_rate: 0.098208 loss_vfl: 1.022416 loss_bbox: 0.451099 loss_dfl: 0.435050 loss: 1.893728 eta: 18:41:07 batch_cost: 0.8085 data_cost: 0.0005 ips: 59.3697 images/s [03/13 12:19:44] ppdet.engine INFO: Epoch: [167] [420/610] learning_rate: 0.098167 loss_vfl: 0.935345 loss_bbox: 0.429274 loss_dfl: 0.413520 loss: 1.760281 eta: 18:40:49 batch_cost: 0.7395 data_cost: 0.0003 ips: 64.9045 images/s [03/13 12:20:01] ppdet.engine INFO: Epoch: [167] [440/610] learning_rate: 0.098127 loss_vfl: 0.981279 loss_bbox: 0.417211 loss_dfl: 0.410901 loss: 1.789085 eta: 18:40:31 batch_cost: 0.7842 data_cost: 0.0003 ips: 61.2087 images/s [03/13 12:20:19] ppdet.engine INFO: Epoch: [167] [460/610] learning_rate: 0.098086 loss_vfl: 0.947230 loss_bbox: 0.421117 loss_dfl: 0.409674 loss: 1.763704 eta: 18:40:13 batch_cost: 0.7545 data_cost: 0.0003 ips: 63.6184 images/s [03/13 12:20:36] ppdet.engine INFO: Epoch: [167] [480/610] learning_rate: 0.098046 loss_vfl: 0.956595 loss_bbox: 0.433333 loss_dfl: 0.423829 loss: 1.803439 eta: 18:39:56 batch_cost: 0.7671 data_cost: 0.0003 ips: 62.5773 images/s [03/13 12:20:54] ppdet.engine INFO: Epoch: [167] [500/610] learning_rate: 0.098005 loss_vfl: 1.011229 loss_bbox: 0.446199 loss_dfl: 0.429690 loss: 1.901658 eta: 18:39:38 batch_cost: 0.7499 data_cost: 0.0003 ips: 64.0068 images/s [03/13 12:21:12] ppdet.engine INFO: Epoch: [167] [520/610] learning_rate: 0.097964 loss_vfl: 1.021970 loss_bbox: 0.443296 loss_dfl: 0.429109 loss: 1.918509 eta: 18:39:20 batch_cost: 0.7471 data_cost: 0.0009 ips: 64.2491 images/s [03/13 12:21:29] ppdet.engine INFO: Epoch: [167] [540/610] learning_rate: 0.097924 loss_vfl: 0.966579 loss_bbox: 0.413523 loss_dfl: 0.405936 loss: 1.779957 eta: 18:39:02 batch_cost: 0.7660 data_cost: 0.0017 ips: 62.6635 images/s [03/13 12:21:47] ppdet.engine INFO: Epoch: [167] [560/610] learning_rate: 0.097883 loss_vfl: 0.969603 loss_bbox: 0.435286 loss_dfl: 0.416116 loss: 1.803080 eta: 18:38:45 batch_cost: 0.7849 data_cost: 0.0019 ips: 61.1535 images/s [03/13 12:22:03] ppdet.engine INFO: Epoch: [167] [580/610] learning_rate: 0.097843 loss_vfl: 0.948056 loss_bbox: 0.445797 loss_dfl: 0.417866 loss: 1.824530 eta: 18:38:26 batch_cost: 0.7183 data_cost: 0.0003 ips: 66.8262 images/s [03/13 12:22:21] ppdet.engine INFO: Epoch: [167] [600/610] learning_rate: 0.097802 loss_vfl: 0.963835 loss_bbox: 0.429061 loss_dfl: 0.414263 loss: 1.809786 eta: 18:38:08 batch_cost: 0.7619 data_cost: 0.0010 ips: 63.0009 images/s [03/13 12:22:35] ppdet.engine INFO: Epoch: [168] [ 0/610] learning_rate: 0.097782 loss_vfl: 0.916885 loss_bbox: 0.399846 loss_dfl: 0.398573 loss: 1.707365 eta: 18:38:03 batch_cost: 0.9876 data_cost: 0.1585 ips: 48.6031 images/s [03/13 12:22:55] ppdet.engine INFO: Epoch: [168] [ 20/610] learning_rate: 0.097741 loss_vfl: 0.907025 loss_bbox: 0.397457 loss_dfl: 0.402842 loss: 1.720279 eta: 18:37:48 batch_cost: 0.9332 data_cost: 0.0003 ips: 51.4376 images/s [03/13 12:23:13] ppdet.engine INFO: Epoch: [168] [ 40/610] learning_rate: 0.097701 loss_vfl: 0.968298 loss_bbox: 0.429902 loss_dfl: 0.416341 loss: 1.812935 eta: 18:37:31 batch_cost: 0.8255 data_cost: 0.0003 ips: 58.1433 images/s [03/13 12:23:30] ppdet.engine INFO: Epoch: [168] [ 60/610] learning_rate: 0.097660 loss_vfl: 0.959674 loss_bbox: 0.423415 loss_dfl: 0.421316 loss: 1.816753 eta: 18:37:13 batch_cost: 0.7644 data_cost: 0.0003 ips: 62.7959 images/s [03/13 12:23:49] ppdet.engine INFO: Epoch: [168] [ 80/610] learning_rate: 0.097620 loss_vfl: 1.002372 loss_bbox: 0.440152 loss_dfl: 0.426183 loss: 1.867736 eta: 18:36:56 batch_cost: 0.8028 data_cost: 0.0003 ips: 59.7926 images/s [03/13 12:24:07] ppdet.engine INFO: Epoch: [168] [100/610] learning_rate: 0.097579 loss_vfl: 0.947055 loss_bbox: 0.399247 loss_dfl: 0.406268 loss: 1.757379 eta: 18:36:39 batch_cost: 0.8032 data_cost: 0.0078 ips: 59.7573 images/s [03/13 12:24:25] ppdet.engine INFO: Epoch: [168] [120/610] learning_rate: 0.097539 loss_vfl: 0.998392 loss_bbox: 0.435617 loss_dfl: 0.426953 loss: 1.867627 eta: 18:36:22 batch_cost: 0.8457 data_cost: 0.0003 ips: 56.7568 images/s [03/13 12:24:43] ppdet.engine INFO: Epoch: [168] [140/610] learning_rate: 0.097498 loss_vfl: 0.968563 loss_bbox: 0.442055 loss_dfl: 0.411696 loss: 1.813505 eta: 18:36:05 batch_cost: 0.7680 data_cost: 0.0003 ips: 62.5038 images/s [03/13 12:25:01] ppdet.engine INFO: Epoch: [168] [160/610] learning_rate: 0.097457 loss_vfl: 0.964876 loss_bbox: 0.442212 loss_dfl: 0.422313 loss: 1.825414 eta: 18:35:48 batch_cost: 0.8373 data_cost: 0.0003 ips: 57.3277 images/s [03/13 12:25:19] ppdet.engine INFO: Epoch: [168] [180/610] learning_rate: 0.097417 loss_vfl: 0.986446 loss_bbox: 0.446977 loss_dfl: 0.421531 loss: 1.853391 eta: 18:35:30 batch_cost: 0.7614 data_cost: 0.0003 ips: 63.0404 images/s [03/13 12:25:36] ppdet.engine INFO: Epoch: [168] [200/610] learning_rate: 0.097376 loss_vfl: 0.972120 loss_bbox: 0.435860 loss_dfl: 0.430278 loss: 1.829638 eta: 18:35:13 batch_cost: 0.7840 data_cost: 0.0003 ips: 61.2248 images/s [03/13 12:25:54] ppdet.engine INFO: Epoch: [168] [220/610] learning_rate: 0.097336 loss_vfl: 0.991043 loss_bbox: 0.445260 loss_dfl: 0.426611 loss: 1.874763 eta: 18:34:56 batch_cost: 0.8150 data_cost: 0.0010 ips: 58.8983 images/s [03/13 12:26:12] ppdet.engine INFO: Epoch: [168] [240/610] learning_rate: 0.097295 loss_vfl: 0.901756 loss_bbox: 0.418582 loss_dfl: 0.400551 loss: 1.724242 eta: 18:34:39 batch_cost: 0.8043 data_cost: 0.0008 ips: 59.6797 images/s [03/13 12:26:31] ppdet.engine INFO: Epoch: [168] [260/610] learning_rate: 0.097255 loss_vfl: 0.974079 loss_bbox: 0.423827 loss_dfl: 0.417063 loss: 1.817119 eta: 18:34:22 batch_cost: 0.7915 data_cost: 0.0003 ips: 60.6467 images/s [03/13 12:26:49] ppdet.engine INFO: Epoch: [168] [280/610] learning_rate: 0.097214 loss_vfl: 0.937307 loss_bbox: 0.417356 loss_dfl: 0.397160 loss: 1.768336 eta: 18:34:05 batch_cost: 0.8223 data_cost: 0.0003 ips: 58.3704 images/s [03/13 12:27:07] ppdet.engine INFO: Epoch: [168] [300/610] learning_rate: 0.097174 loss_vfl: 0.961325 loss_bbox: 0.411238 loss_dfl: 0.412011 loss: 1.775131 eta: 18:33:47 batch_cost: 0.7525 data_cost: 0.0011 ips: 63.7887 images/s [03/13 12:27:25] ppdet.engine INFO: Epoch: [168] [320/610] learning_rate: 0.097133 loss_vfl: 0.957907 loss_bbox: 0.422657 loss_dfl: 0.405138 loss: 1.792897 eta: 18:33:30 batch_cost: 0.8153 data_cost: 0.0005 ips: 58.8707 images/s [03/13 12:27:43] ppdet.engine INFO: Epoch: [168] [340/610] learning_rate: 0.097093 loss_vfl: 0.970284 loss_bbox: 0.411070 loss_dfl: 0.398020 loss: 1.761268 eta: 18:33:13 batch_cost: 0.8062 data_cost: 0.0003 ips: 59.5403 images/s [03/13 12:28:02] ppdet.engine INFO: Epoch: [168] [360/610] learning_rate: 0.097052 loss_vfl: 0.917356 loss_bbox: 0.410226 loss_dfl: 0.393181 loss: 1.733108 eta: 18:32:56 batch_cost: 0.8292 data_cost: 0.0006 ips: 57.8900 images/s [03/13 12:28:20] ppdet.engine INFO: Epoch: [168] [380/610] learning_rate: 0.097012 loss_vfl: 1.017687 loss_bbox: 0.443565 loss_dfl: 0.422399 loss: 1.885587 eta: 18:32:39 batch_cost: 0.8289 data_cost: 0.0003 ips: 57.9088 images/s [03/13 12:28:38] ppdet.engine INFO: Epoch: [168] [400/610] learning_rate: 0.096971 loss_vfl: 0.939061 loss_bbox: 0.411751 loss_dfl: 0.402699 loss: 1.730448 eta: 18:32:23 batch_cost: 0.8330 data_cost: 0.0005 ips: 57.6222 images/s [03/13 12:28:56] ppdet.engine INFO: Epoch: [168] [420/610] learning_rate: 0.096931 loss_vfl: 0.984870 loss_bbox: 0.421724 loss_dfl: 0.421414 loss: 1.823934 eta: 18:32:06 batch_cost: 0.8036 data_cost: 0.0003 ips: 59.7324 images/s [03/13 12:29:13] ppdet.engine INFO: Epoch: [168] [440/610] learning_rate: 0.096890 loss_vfl: 1.004987 loss_bbox: 0.464603 loss_dfl: 0.425788 loss: 1.888474 eta: 18:31:48 batch_cost: 0.7890 data_cost: 0.0003 ips: 60.8370 images/s [03/13 12:29:31] ppdet.engine INFO: Epoch: [168] [460/610] learning_rate: 0.096850 loss_vfl: 0.966334 loss_bbox: 0.433791 loss_dfl: 0.425504 loss: 1.817286 eta: 18:31:31 batch_cost: 0.8104 data_cost: 0.0007 ips: 59.2308 images/s [03/13 12:29:49] ppdet.engine INFO: Epoch: [168] [480/610] learning_rate: 0.096809 loss_vfl: 0.939286 loss_bbox: 0.401296 loss_dfl: 0.402584 loss: 1.753224 eta: 18:31:14 batch_cost: 0.7749 data_cost: 0.0003 ips: 61.9434 images/s [03/13 12:30:08] ppdet.engine INFO: Epoch: [168] [500/610] learning_rate: 0.096769 loss_vfl: 0.913842 loss_bbox: 0.396076 loss_dfl: 0.394495 loss: 1.718672 eta: 18:30:56 batch_cost: 0.8010 data_cost: 0.0003 ips: 59.9249 images/s [03/13 12:30:25] ppdet.engine INFO: Epoch: [168] [520/610] learning_rate: 0.096728 loss_vfl: 0.922354 loss_bbox: 0.400401 loss_dfl: 0.389435 loss: 1.689566 eta: 18:30:38 batch_cost: 0.7479 data_cost: 0.0003 ips: 64.1815 images/s [03/13 12:30:43] ppdet.engine INFO: Epoch: [168] [540/610] learning_rate: 0.096688 loss_vfl: 1.035605 loss_bbox: 0.457047 loss_dfl: 0.425237 loss: 1.920532 eta: 18:30:21 batch_cost: 0.8101 data_cost: 0.0003 ips: 59.2484 images/s [03/13 12:31:01] ppdet.engine INFO: Epoch: [168] [560/610] learning_rate: 0.096647 loss_vfl: 0.991414 loss_bbox: 0.429288 loss_dfl: 0.412207 loss: 1.842310 eta: 18:30:04 batch_cost: 0.7880 data_cost: 0.0007 ips: 60.9120 images/s [03/13 12:31:19] ppdet.engine INFO: Epoch: [168] [580/610] learning_rate: 0.096607 loss_vfl: 0.971958 loss_bbox: 0.403133 loss_dfl: 0.405532 loss: 1.777654 eta: 18:29:46 batch_cost: 0.7529 data_cost: 0.0003 ips: 63.7513 images/s [03/13 12:31:37] ppdet.engine INFO: Epoch: [168] [600/610] learning_rate: 0.096566 loss_vfl: 0.941677 loss_bbox: 0.427069 loss_dfl: 0.404665 loss: 1.772596 eta: 18:29:29 batch_cost: 0.8279 data_cost: 0.0004 ips: 57.9794 images/s [03/13 12:31:50] ppdet.engine INFO: Epoch: [169] [ 0/610] learning_rate: 0.096546 loss_vfl: 0.965411 loss_bbox: 0.425167 loss_dfl: 0.406915 loss: 1.781106 eta: 18:29:23 batch_cost: 0.9573 data_cost: 0.2037 ips: 50.1392 images/s [03/13 12:32:10] ppdet.engine INFO: Epoch: [169] [ 20/610] learning_rate: 0.096506 loss_vfl: 0.914596 loss_bbox: 0.418260 loss_dfl: 0.392646 loss: 1.718449 eta: 18:29:07 batch_cost: 0.8514 data_cost: 0.0017 ips: 56.3773 images/s [03/13 12:32:28] ppdet.engine INFO: Epoch: [169] [ 40/610] learning_rate: 0.096465 loss_vfl: 0.979861 loss_bbox: 0.423231 loss_dfl: 0.435620 loss: 1.865604 eta: 18:28:49 batch_cost: 0.7857 data_cost: 0.0009 ips: 61.0953 images/s [03/13 12:32:45] ppdet.engine INFO: Epoch: [169] [ 60/610] learning_rate: 0.096425 loss_vfl: 0.968830 loss_bbox: 0.420646 loss_dfl: 0.414900 loss: 1.797094 eta: 18:28:32 batch_cost: 0.7708 data_cost: 0.0003 ips: 62.2712 images/s [03/13 12:33:03] ppdet.engine INFO: Epoch: [169] [ 80/610] learning_rate: 0.096384 loss_vfl: 0.915422 loss_bbox: 0.407443 loss_dfl: 0.393887 loss: 1.700448 eta: 18:28:14 batch_cost: 0.7728 data_cost: 0.0003 ips: 62.1111 images/s [03/13 12:33:21] ppdet.engine INFO: Epoch: [169] [100/610] learning_rate: 0.096344 loss_vfl: 0.941317 loss_bbox: 0.416050 loss_dfl: 0.413404 loss: 1.762394 eta: 18:27:57 batch_cost: 0.7875 data_cost: 0.0003 ips: 60.9512 images/s [03/13 12:33:39] ppdet.engine INFO: Epoch: [169] [120/610] learning_rate: 0.096303 loss_vfl: 0.937444 loss_bbox: 0.428085 loss_dfl: 0.401072 loss: 1.776996 eta: 18:27:40 batch_cost: 0.8077 data_cost: 0.0003 ips: 59.4293 images/s [03/13 12:33:57] ppdet.engine INFO: Epoch: [169] [140/610] learning_rate: 0.096263 loss_vfl: 0.959097 loss_bbox: 0.429525 loss_dfl: 0.420668 loss: 1.852276 eta: 18:27:23 batch_cost: 0.7998 data_cost: 0.0003 ips: 60.0132 images/s [03/13 12:34:15] ppdet.engine INFO: Epoch: [169] [160/610] learning_rate: 0.096222 loss_vfl: 0.964020 loss_bbox: 0.453695 loss_dfl: 0.423536 loss: 1.847589 eta: 18:27:05 batch_cost: 0.7930 data_cost: 0.0003 ips: 60.5262 images/s [03/13 12:34:32] ppdet.engine INFO: Epoch: [169] [180/610] learning_rate: 0.096182 loss_vfl: 0.948124 loss_bbox: 0.413483 loss_dfl: 0.403194 loss: 1.789087 eta: 18:26:48 batch_cost: 0.7983 data_cost: 0.0003 ips: 60.1262 images/s [03/13 12:34:51] ppdet.engine INFO: Epoch: [169] [200/610] learning_rate: 0.096142 loss_vfl: 0.929890 loss_bbox: 0.387816 loss_dfl: 0.392553 loss: 1.689350 eta: 18:26:32 batch_cost: 0.8374 data_cost: 0.0003 ips: 57.3177 images/s [03/13 12:35:08] ppdet.engine INFO: Epoch: [169] [220/610] learning_rate: 0.096101 loss_vfl: 0.950589 loss_bbox: 0.432852 loss_dfl: 0.416509 loss: 1.811297 eta: 18:26:14 batch_cost: 0.7698 data_cost: 0.0003 ips: 62.3574 images/s [03/13 12:35:26] ppdet.engine INFO: Epoch: [169] [240/610] learning_rate: 0.096061 loss_vfl: 0.970915 loss_bbox: 0.439821 loss_dfl: 0.425614 loss: 1.856059 eta: 18:25:56 batch_cost: 0.7690 data_cost: 0.0015 ips: 62.4184 images/s [03/13 12:35:44] ppdet.engine INFO: Epoch: [169] [260/610] learning_rate: 0.096020 loss_vfl: 0.970255 loss_bbox: 0.441790 loss_dfl: 0.409893 loss: 1.816038 eta: 18:25:39 batch_cost: 0.7638 data_cost: 0.0003 ips: 62.8464 images/s [03/13 12:36:02] ppdet.engine INFO: Epoch: [169] [280/610] learning_rate: 0.095980 loss_vfl: 0.976155 loss_bbox: 0.422779 loss_dfl: 0.416701 loss: 1.846529 eta: 18:25:21 batch_cost: 0.8010 data_cost: 0.0003 ips: 59.9279 images/s [03/13 12:36:19] ppdet.engine INFO: Epoch: [169] [300/610] learning_rate: 0.095939 loss_vfl: 0.930144 loss_bbox: 0.431456 loss_dfl: 0.409831 loss: 1.771430 eta: 18:25:04 batch_cost: 0.7707 data_cost: 0.0009 ips: 62.2784 images/s [03/13 12:36:37] ppdet.engine INFO: Epoch: [169] [320/610] learning_rate: 0.095899 loss_vfl: 0.895957 loss_bbox: 0.397010 loss_dfl: 0.390163 loss: 1.673551 eta: 18:24:46 batch_cost: 0.7787 data_cost: 0.0008 ips: 61.6419 images/s [03/13 12:36:55] ppdet.engine INFO: Epoch: [169] [340/610] learning_rate: 0.095859 loss_vfl: 0.983089 loss_bbox: 0.415593 loss_dfl: 0.423290 loss: 1.803145 eta: 18:24:29 batch_cost: 0.8116 data_cost: 0.0003 ips: 59.1425 images/s [03/13 12:37:12] ppdet.engine INFO: Epoch: [169] [360/610] learning_rate: 0.095818 loss_vfl: 0.935447 loss_bbox: 0.410724 loss_dfl: 0.395824 loss: 1.724770 eta: 18:24:12 batch_cost: 0.7728 data_cost: 0.0012 ips: 62.1150 images/s [03/13 12:37:31] ppdet.engine INFO: Epoch: [169] [380/610] learning_rate: 0.095778 loss_vfl: 1.045233 loss_bbox: 0.465253 loss_dfl: 0.436635 loss: 1.970622 eta: 18:23:55 batch_cost: 0.8090 data_cost: 0.0021 ips: 59.3319 images/s [03/13 12:37:49] ppdet.engine INFO: Epoch: [169] [400/610] learning_rate: 0.095737 loss_vfl: 0.986255 loss_bbox: 0.422424 loss_dfl: 0.417261 loss: 1.813770 eta: 18:23:38 batch_cost: 0.8091 data_cost: 0.0015 ips: 59.3260 images/s [03/13 12:38:07] ppdet.engine INFO: Epoch: [169] [420/610] learning_rate: 0.095697 loss_vfl: 0.999617 loss_bbox: 0.429857 loss_dfl: 0.434317 loss: 1.886416 eta: 18:23:20 batch_cost: 0.7970 data_cost: 0.0003 ips: 60.2247 images/s [03/13 12:38:24] ppdet.engine INFO: Epoch: [169] [440/610] learning_rate: 0.095656 loss_vfl: 0.944489 loss_bbox: 0.404770 loss_dfl: 0.407474 loss: 1.769737 eta: 18:23:02 batch_cost: 0.7296 data_cost: 0.0003 ips: 65.7938 images/s [03/13 12:38:42] ppdet.engine INFO: Epoch: [169] [460/610] learning_rate: 0.095616 loss_vfl: 0.963147 loss_bbox: 0.433717 loss_dfl: 0.420146 loss: 1.792931 eta: 18:22:45 batch_cost: 0.7944 data_cost: 0.0003 ips: 60.4240 images/s [03/13 12:38:59] ppdet.engine INFO: Epoch: [169] [480/610] learning_rate: 0.095576 loss_vfl: 0.949566 loss_bbox: 0.408903 loss_dfl: 0.400979 loss: 1.773427 eta: 18:22:28 batch_cost: 0.7908 data_cost: 0.0003 ips: 60.6943 images/s [03/13 12:39:17] ppdet.engine INFO: Epoch: [169] [500/610] learning_rate: 0.095535 loss_vfl: 0.922130 loss_bbox: 0.411873 loss_dfl: 0.390173 loss: 1.732755 eta: 18:22:10 batch_cost: 0.7602 data_cost: 0.0003 ips: 63.1437 images/s [03/13 12:39:35] ppdet.engine INFO: Epoch: [169] [520/610] learning_rate: 0.095495 loss_vfl: 0.985491 loss_bbox: 0.450533 loss_dfl: 0.421121 loss: 1.864840 eta: 18:21:53 batch_cost: 0.8011 data_cost: 0.0003 ips: 59.9189 images/s [03/13 12:39:52] ppdet.engine INFO: Epoch: [169] [540/610] learning_rate: 0.095454 loss_vfl: 0.953104 loss_bbox: 0.438887 loss_dfl: 0.419685 loss: 1.801820 eta: 18:21:35 batch_cost: 0.7610 data_cost: 0.0009 ips: 63.0712 images/s [03/13 12:40:10] ppdet.engine INFO: Epoch: [169] [560/610] learning_rate: 0.095414 loss_vfl: 0.937475 loss_bbox: 0.404614 loss_dfl: 0.406831 loss: 1.764068 eta: 18:21:18 batch_cost: 0.7835 data_cost: 0.0003 ips: 61.2661 images/s [03/13 12:40:29] ppdet.engine INFO: Epoch: [169] [580/610] learning_rate: 0.095374 loss_vfl: 0.944887 loss_bbox: 0.407583 loss_dfl: 0.408340 loss: 1.744182 eta: 18:21:01 batch_cost: 0.8107 data_cost: 0.0003 ips: 59.2090 images/s [03/13 12:40:45] ppdet.engine INFO: Epoch: [169] [600/610] learning_rate: 0.095333 loss_vfl: 0.955425 loss_bbox: 0.424178 loss_dfl: 0.409601 loss: 1.802257 eta: 18:20:41 batch_cost: 0.6584 data_cost: 0.0004 ips: 72.9092 images/s [03/13 12:40:53] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_s_416_coco [03/13 12:40:53] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_s_416_coco [03/13 12:40:53] ppdet.engine INFO: Eval iter: 0 [03/13 12:41:11] ppdet.engine INFO: Eval iter: 100 [03/13 12:41:21] ppdet.engine INFO: Eval iter: 200 [03/13 12:41:31] ppdet.engine INFO: Eval iter: 300 [03/13 12:41:42] ppdet.engine INFO: Eval iter: 400 [03/13 12:41:52] ppdet.engine INFO: Eval iter: 500 [03/13 12:42:03] ppdet.engine INFO: Eval iter: 600 [03/13 12:42:19] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json. loading annotations into memory... Done (t=0.65s) creating index... index created! [03/13 12:42:20] ppdet.metrics.coco_utils INFO: Start evaluate... Loading and preparing results... DONE (t=5.05s) creating index... index created! Running per image evaluation... Evaluate annotation type *bbox* DONE (t=95.43s). Accumulating evaluation results... DONE (t=17.71s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.309 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.454 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.328 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.109 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.325 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 ] = 0.280 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.446 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.475 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.196 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.537 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.730 [03/13 12:44:20] ppdet.engine INFO: Total sample number: 4952, averge FPS: 68.41742585557805 [03/13 12:44:20] ppdet.engine INFO: Best test bbox ap is 0.309. [03/13 12:44:20] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_s_416_coco [03/13 12:44:20] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_s_416_coco [03/13 12:44:21] ppdet.engine INFO: Epoch: [170] [ 0/610] learning_rate: 0.095313 loss_vfl: 1.009235 loss_bbox: 0.434308 loss_dfl: 0.408627 loss: 1.842975 eta: 18:20:31 batch_cost: 0.6127 data_cost: 0.0003 ips: 78.3462 images/s [03/13 12:44:39] ppdet.engine INFO: Epoch: [170] [ 20/610] learning_rate: 0.095273 loss_vfl: 0.951459 loss_bbox: 0.414163 loss_dfl: 0.397112 loss: 1.723440 eta: 18:20:13 batch_cost: 0.7679 data_cost: 0.0010 ips: 62.5119 images/s [03/13 12:44:57] ppdet.engine INFO: Epoch: [170] [ 40/610] learning_rate: 0.095232 loss_vfl: 0.983895 loss_bbox: 0.444745 loss_dfl: 0.428740 loss: 1.869768 eta: 18:19:57 batch_cost: 0.8288 data_cost: 0.0003 ips: 57.9140 images/s [03/13 12:45:14] ppdet.engine INFO: Epoch: [170] [ 60/610] learning_rate: 0.095192 loss_vfl: 0.947374 loss_bbox: 0.414465 loss_dfl: 0.399313 loss: 1.748541 eta: 18:19:39 batch_cost: 0.7590 data_cost: 0.0003 ips: 63.2409 images/s [03/13 12:45:32] ppdet.engine INFO: Epoch: [170] [ 80/610] learning_rate: 0.095152 loss_vfl: 1.002939 loss_bbox: 0.437062 loss_dfl: 0.430879 loss: 1.887147 eta: 18:19:21 batch_cost: 0.7715 data_cost: 0.0003 ips: 62.2161 images/s [03/13 12:45:50] ppdet.engine INFO: Epoch: [170] [100/610] learning_rate: 0.095111 loss_vfl: 0.970518 loss_bbox: 0.439386 loss_dfl: 0.411048 loss: 1.810784 eta: 18:19:04 batch_cost: 0.8104 data_cost: 0.0003 ips: 59.2295 images/s [03/13 12:46:08] ppdet.engine INFO: Epoch: [170] [120/610] learning_rate: 0.095071 loss_vfl: 0.929242 loss_bbox: 0.410342 loss_dfl: 0.399242 loss: 1.744345 eta: 18:18:47 batch_cost: 0.7707 data_cost: 0.0003 ips: 62.2792 images/s [03/13 12:46:25] ppdet.engine INFO: Epoch: [170] [140/610] learning_rate: 0.095030 loss_vfl: 0.908408 loss_bbox: 0.393278 loss_dfl: 0.390004 loss: 1.698833 eta: 18:18:29 batch_cost: 0.7785 data_cost: 0.0005 ips: 61.6599 images/s [03/13 12:46:43] ppdet.engine INFO: Epoch: [170] [160/610] learning_rate: 0.094990 loss_vfl: 0.968169 loss_bbox: 0.411048 loss_dfl: 0.409405 loss: 1.776077 eta: 18:18:12 batch_cost: 0.8088 data_cost: 0.0003 ips: 59.3478 images/s [03/13 12:47:01] ppdet.engine INFO: Epoch: [170] [180/610] learning_rate: 0.094950 loss_vfl: 0.968482 loss_bbox: 0.431245 loss_dfl: 0.422320 loss: 1.835494 eta: 18:17:55 batch_cost: 0.8069 data_cost: 0.0003 ips: 59.4836 images/s [03/13 12:47:19] ppdet.engine INFO: Epoch: [170] [200/610] learning_rate: 0.094909 loss_vfl: 0.909915 loss_bbox: 0.421244 loss_dfl: 0.404745 loss: 1.739429 eta: 18:17:38 batch_cost: 0.7966 data_cost: 0.0003 ips: 60.2589 images/s [03/13 12:47:38] ppdet.engine INFO: Epoch: [170] [220/610] learning_rate: 0.094869 loss_vfl: 0.973255 loss_bbox: 0.443399 loss_dfl: 0.415257 loss: 1.838031 eta: 18:17:21 batch_cost: 0.8002 data_cost: 0.0003 ips: 59.9858 images/s [03/13 12:47:56] ppdet.engine INFO: Epoch: [170] [240/610] learning_rate: 0.094829 loss_vfl: 0.998502 loss_bbox: 0.444310 loss_dfl: 0.425523 loss: 1.865614 eta: 18:17:04 batch_cost: 0.8008 data_cost: 0.0003 ips: 59.9412 images/s [03/13 12:48:13] ppdet.engine INFO: Epoch: [170] [260/610] learning_rate: 0.094788 loss_vfl: 0.968969 loss_bbox: 0.437590 loss_dfl: 0.423873 loss: 1.841987 eta: 18:16:46 batch_cost: 0.7842 data_cost: 0.0003 ips: 61.2063 images/s [03/13 12:48:31] ppdet.engine INFO: Epoch: [170] [280/610] learning_rate: 0.094748 loss_vfl: 0.937216 loss_bbox: 0.424593 loss_dfl: 0.410596 loss: 1.784024 eta: 18:16:29 batch_cost: 0.8106 data_cost: 0.0003 ips: 59.2183 images/s [03/13 12:48:49] ppdet.engine INFO: Epoch: [170] [300/610] learning_rate: 0.094708 loss_vfl: 0.969816 loss_bbox: 0.442723 loss_dfl: 0.429786 loss: 1.822687 eta: 18:16:12 batch_cost: 0.7625 data_cost: 0.0002 ips: 62.9507 images/s [03/13 12:49:07] ppdet.engine INFO: Epoch: [170] [320/610] learning_rate: 0.094667 loss_vfl: 0.981041 loss_bbox: 0.420924 loss_dfl: 0.414543 loss: 1.809574 eta: 18:15:55 batch_cost: 0.8201 data_cost: 0.0003 ips: 58.5291 images/s [03/13 12:49:24] ppdet.engine INFO: Epoch: [170] [340/610] learning_rate: 0.094627 loss_vfl: 0.995428 loss_bbox: 0.432845 loss_dfl: 0.419022 loss: 1.837869 eta: 18:15:37 batch_cost: 0.7771 data_cost: 0.0003 ips: 61.7698 images/s [03/13 12:49:42] ppdet.engine INFO: Epoch: [170] [360/610] learning_rate: 0.094587 loss_vfl: 1.007172 loss_bbox: 0.427177 loss_dfl: 0.417786 loss: 1.847891 eta: 18:15:20 batch_cost: 0.8043 data_cost: 0.0019 ips: 59.6799 images/s [03/13 12:50:00] ppdet.engine INFO: Epoch: [170] [380/610] learning_rate: 0.094546 loss_vfl: 1.000212 loss_bbox: 0.451976 loss_dfl: 0.425358 loss: 1.897102 eta: 18:15:03 batch_cost: 0.7801 data_cost: 0.0003 ips: 61.5290 images/s [03/13 12:50:18] ppdet.engine INFO: Epoch: [170] [400/610] learning_rate: 0.094506 loss_vfl: 0.949122 loss_bbox: 0.434663 loss_dfl: 0.421536 loss: 1.814322 eta: 18:14:45 batch_cost: 0.7719 data_cost: 0.0003 ips: 62.1877 images/s [03/13 12:50:35] ppdet.engine INFO: Epoch: [170] [420/610] learning_rate: 0.094466 loss_vfl: 0.974030 loss_bbox: 0.407729 loss_dfl: 0.410111 loss: 1.814150 eta: 18:14:28 batch_cost: 0.7706 data_cost: 0.0022 ips: 62.2864 images/s [03/13 12:50:53] ppdet.engine INFO: Epoch: [170] [440/610] learning_rate: 0.094425 loss_vfl: 0.978397 loss_bbox: 0.432240 loss_dfl: 0.420106 loss: 1.831463 eta: 18:14:10 batch_cost: 0.7886 data_cost: 0.0003 ips: 60.8635 images/s [03/13 12:51:12] ppdet.engine INFO: Epoch: [170] [460/610] learning_rate: 0.094385 loss_vfl: 0.986692 loss_bbox: 0.425127 loss_dfl: 0.420078 loss: 1.825181 eta: 18:13:54 batch_cost: 0.8275 data_cost: 0.0003 ips: 58.0095 images/s [03/13 12:51:30] ppdet.engine INFO: Epoch: [170] [480/610] learning_rate: 0.094345 loss_vfl: 0.966722 loss_bbox: 0.424425 loss_dfl: 0.404824 loss: 1.812215 eta: 18:13:36 batch_cost: 0.7851 data_cost: 0.0004 ips: 61.1418 images/s [03/13 12:51:47] ppdet.engine INFO: Epoch: [170] [500/610] learning_rate: 0.094304 loss_vfl: 1.054270 loss_bbox: 0.448523 loss_dfl: 0.444925 loss: 1.955506 eta: 18:13:19 batch_cost: 0.7767 data_cost: 0.0003 ips: 61.8025 images/s [03/13 12:52:06] ppdet.engine INFO: Epoch: [170] [520/610] learning_rate: 0.094264 loss_vfl: 0.941825 loss_bbox: 0.426400 loss_dfl: 0.407832 loss: 1.774755 eta: 18:13:02 batch_cost: 0.8326 data_cost: 0.0003 ips: 57.6541 images/s [03/13 12:52:23] ppdet.engine INFO: Epoch: [170] [540/610] learning_rate: 0.094224 loss_vfl: 0.929865 loss_bbox: 0.435685 loss_dfl: 0.410081 loss: 1.765170 eta: 18:12:44 batch_cost: 0.7598 data_cost: 0.0009 ips: 63.1757 images/s [03/13 12:52:41] ppdet.engine INFO: Epoch: [170] [560/610] learning_rate: 0.094183 loss_vfl: 0.948140 loss_bbox: 0.431235 loss_dfl: 0.407844 loss: 1.791428 eta: 18:12:27 batch_cost: 0.7726 data_cost: 0.0003 ips: 62.1248 images/s [03/13 12:52:58] ppdet.engine INFO: Epoch: [170] [580/610] learning_rate: 0.094143 loss_vfl: 0.959704 loss_bbox: 0.415447 loss_dfl: 0.400867 loss: 1.766616 eta: 18:12:09 batch_cost: 0.7713 data_cost: 0.0003 ips: 62.2336 images/s [03/13 12:53:16] ppdet.engine INFO: Epoch: [170] [600/610] learning_rate: 0.094103 loss_vfl: 0.932013 loss_bbox: 0.400394 loss_dfl: 0.394806 loss: 1.712066 eta: 18:11:52 batch_cost: 0.7739 data_cost: 0.0010 ips: 62.0215 images/s [03/13 12:53:30] ppdet.engine INFO: Epoch: [171] [ 0/610] learning_rate: 0.094083 loss_vfl: 0.983519 loss_bbox: 0.438971 loss_dfl: 0.435150 loss: 1.851660 eta: 18:11:47 batch_cost: 1.0072 data_cost: 0.1985 ips: 47.6552 images/s [03/13 12:53:50] ppdet.engine INFO: Epoch: [171] [ 20/610] learning_rate: 0.094042 loss_vfl: 0.968644 loss_bbox: 0.425368 loss_dfl: 0.418323 loss: 1.811402 eta: 18:11:30 batch_cost: 0.8392 data_cost: 0.0003 ips: 57.1987 images/s [03/13 12:54:09] ppdet.engine INFO: Epoch: [171] [ 40/610] learning_rate: 0.094002 loss_vfl: 0.895701 loss_bbox: 0.393386 loss_dfl: 0.380779 loss: 1.659974 eta: 18:11:13 batch_cost: 0.8028 data_cost: 0.0006 ips: 59.7910 images/s [03/13 12:54:27] ppdet.engine INFO: Epoch: [171] [ 60/610] learning_rate: 0.093962 loss_vfl: 0.925986 loss_bbox: 0.408349 loss_dfl: 0.395250 loss: 1.762145 eta: 18:10:56 batch_cost: 0.8200 data_cost: 0.0006 ips: 58.5375 images/s [03/13 12:54:46] ppdet.engine INFO: Epoch: [171] [ 80/610] learning_rate: 0.093921 loss_vfl: 0.981224 loss_bbox: 0.450830 loss_dfl: 0.424134 loss: 1.881097 eta: 18:10:40 batch_cost: 0.8628 data_cost: 0.0006 ips: 55.6318 images/s [03/13 12:55:05] ppdet.engine INFO: Epoch: [171] [100/610] learning_rate: 0.093881 loss_vfl: 0.970885 loss_bbox: 0.409990 loss_dfl: 0.421665 loss: 1.779168 eta: 18:10:23 batch_cost: 0.8348 data_cost: 0.0012 ips: 57.5000 images/s [03/13 12:55:22] ppdet.engine INFO: Epoch: [171] [120/610] learning_rate: 0.093841 loss_vfl: 0.960420 loss_bbox: 0.434234 loss_dfl: 0.421213 loss: 1.821081 eta: 18:10:06 batch_cost: 0.7758 data_cost: 0.0004 ips: 61.8720 images/s [03/13 12:55:41] ppdet.engine INFO: Epoch: [171] [140/610] learning_rate: 0.093801 loss_vfl: 0.924064 loss_bbox: 0.413176 loss_dfl: 0.409869 loss: 1.758076 eta: 18:09:49 batch_cost: 0.8371 data_cost: 0.0005 ips: 57.3419 images/s [03/13 12:55:59] ppdet.engine INFO: Epoch: [171] [160/610] learning_rate: 0.093760 loss_vfl: 0.989229 loss_bbox: 0.410748 loss_dfl: 0.408167 loss: 1.806590 eta: 18:09:32 batch_cost: 0.8156 data_cost: 0.0004 ips: 58.8553 images/s [03/13 12:56:17] ppdet.engine INFO: Epoch: [171] [180/610] learning_rate: 0.093720 loss_vfl: 0.958822 loss_bbox: 0.421880 loss_dfl: 0.399204 loss: 1.749739 eta: 18:09:15 batch_cost: 0.7986 data_cost: 0.0004 ips: 60.1034 images/s [03/13 12:56:36] ppdet.engine INFO: Epoch: [171] [200/610] learning_rate: 0.093680 loss_vfl: 0.960461 loss_bbox: 0.411586 loss_dfl: 0.407285 loss: 1.772049 eta: 18:08:58 batch_cost: 0.8103 data_cost: 0.0003 ips: 59.2405 images/s [03/13 12:56:53] ppdet.engine INFO: Epoch: [171] [220/610] learning_rate: 0.093640 loss_vfl: 0.912652 loss_bbox: 0.399946 loss_dfl: 0.388025 loss: 1.723671 eta: 18:08:41 batch_cost: 0.7775 data_cost: 0.0003 ips: 61.7385 images/s [03/13 12:57:10] ppdet.engine INFO: Epoch: [171] [240/610] learning_rate: 0.093599 loss_vfl: 0.944126 loss_bbox: 0.421393 loss_dfl: 0.404301 loss: 1.745035 eta: 18:08:23 batch_cost: 0.7741 data_cost: 0.0008 ips: 62.0053 images/s [03/13 12:57:27] ppdet.engine INFO: Epoch: [171] [260/610] learning_rate: 0.093559 loss_vfl: 0.996026 loss_bbox: 0.444181 loss_dfl: 0.421754 loss: 1.853077 eta: 18:08:06 batch_cost: 0.7725 data_cost: 0.0004 ips: 62.1383 images/s [03/13 12:57:45] ppdet.engine INFO: Epoch: [171] [280/610] learning_rate: 0.093519 loss_vfl: 0.886839 loss_bbox: 0.406352 loss_dfl: 0.390302 loss: 1.668427 eta: 18:07:49 batch_cost: 0.8110 data_cost: 0.0003 ips: 59.1881 images/s [03/13 12:58:04] ppdet.engine INFO: Epoch: [171] [300/610] learning_rate: 0.093479 loss_vfl: 0.954711 loss_bbox: 0.430658 loss_dfl: 0.417276 loss: 1.811640 eta: 18:07:32 batch_cost: 0.8128 data_cost: 0.0003 ips: 59.0529 images/s [03/13 12:58:22] ppdet.engine INFO: Epoch: [171] [320/610] learning_rate: 0.093438 loss_vfl: 0.961750 loss_bbox: 0.422460 loss_dfl: 0.412341 loss: 1.782384 eta: 18:07:15 batch_cost: 0.8090 data_cost: 0.0003 ips: 59.3315 images/s [03/13 12:58:39] ppdet.engine INFO: Epoch: [171] [340/610] learning_rate: 0.093398 loss_vfl: 0.943017 loss_bbox: 0.422742 loss_dfl: 0.396466 loss: 1.755691 eta: 18:06:57 batch_cost: 0.7976 data_cost: 0.0003 ips: 60.1796 images/s [03/13 12:58:57] ppdet.engine INFO: Epoch: [171] [360/610] learning_rate: 0.093358 loss_vfl: 0.949844 loss_bbox: 0.437295 loss_dfl: 0.413427 loss: 1.795576 eta: 18:06:40 batch_cost: 0.7672 data_cost: 0.0003 ips: 62.5689 images/s [03/13 12:59:15] ppdet.engine INFO: Epoch: [171] [380/610] learning_rate: 0.093318 loss_vfl: 0.949522 loss_bbox: 0.428850 loss_dfl: 0.410268 loss: 1.784677 eta: 18:06:23 batch_cost: 0.7973 data_cost: 0.0003 ips: 60.2009 images/s [03/13 12:59:33] ppdet.engine INFO: Epoch: [171] [400/610] learning_rate: 0.093277 loss_vfl: 0.948685 loss_bbox: 0.432313 loss_dfl: 0.410489 loss: 1.791097 eta: 18:06:06 batch_cost: 0.7992 data_cost: 0.0003 ips: 60.0577 images/s [03/13 12:59:50] ppdet.engine INFO: Epoch: [171] [420/610] learning_rate: 0.093237 loss_vfl: 0.904056 loss_bbox: 0.412821 loss_dfl: 0.408296 loss: 1.725332 eta: 18:05:48 batch_cost: 0.7533 data_cost: 0.0003 ips: 63.7159 images/s [03/13 13:00:08] ppdet.engine INFO: Epoch: [171] [440/610] learning_rate: 0.093197 loss_vfl: 0.990836 loss_bbox: 0.442799 loss_dfl: 0.418491 loss: 1.828726 eta: 18:05:30 batch_cost: 0.7791 data_cost: 0.0004 ips: 61.6112 images/s [03/13 13:00:26] ppdet.engine INFO: Epoch: [171] [460/610] learning_rate: 0.093157 loss_vfl: 0.995545 loss_bbox: 0.450440 loss_dfl: 0.433689 loss: 1.888269 eta: 18:05:13 batch_cost: 0.7954 data_cost: 0.0003 ips: 60.3452 images/s [03/13 13:00:45] ppdet.engine INFO: Epoch: [171] [480/610] learning_rate: 0.093116 loss_vfl: 0.966777 loss_bbox: 0.424595 loss_dfl: 0.404268 loss: 1.778819 eta: 18:04:56 batch_cost: 0.8046 data_cost: 0.0008 ips: 59.6594 images/s [03/13 13:01:02] ppdet.engine INFO: Epoch: [171] [500/610] learning_rate: 0.093076 loss_vfl: 0.921632 loss_bbox: 0.393717 loss_dfl: 0.386371 loss: 1.688274 eta: 18:04:39 batch_cost: 0.7776 data_cost: 0.0003 ips: 61.7282 images/s [03/13 13:01:20] ppdet.engine INFO: Epoch: [171] [520/610] learning_rate: 0.093036 loss_vfl: 0.927297 loss_bbox: 0.394868 loss_dfl: 0.386118 loss: 1.685153 eta: 18:04:21 batch_cost: 0.7653 data_cost: 0.0003 ips: 62.7178 images/s [03/13 13:01:38] ppdet.engine INFO: Epoch: [171] [540/610] learning_rate: 0.092996 loss_vfl: 0.970306 loss_bbox: 0.421330 loss_dfl: 0.423886 loss: 1.817929 eta: 18:04:04 batch_cost: 0.7981 data_cost: 0.0010 ips: 60.1428 images/s [03/13 13:01:56] ppdet.engine INFO: Epoch: [171] [560/610] learning_rate: 0.092956 loss_vfl: 0.940005 loss_bbox: 0.398698 loss_dfl: 0.394270 loss: 1.729550 eta: 18:03:47 batch_cost: 0.8034 data_cost: 0.0003 ips: 59.7452 images/s [03/13 13:02:14] ppdet.engine INFO: Epoch: [171] [580/610] learning_rate: 0.092915 loss_vfl: 1.057420 loss_bbox: 0.449864 loss_dfl: 0.440195 loss: 1.958505 eta: 18:03:30 batch_cost: 0.8039 data_cost: 0.0003 ips: 59.7070 images/s [03/13 13:02:32] ppdet.engine INFO: Epoch: [171] [600/610] learning_rate: 0.092875 loss_vfl: 0.958883 loss_bbox: 0.436746 loss_dfl: 0.413400 loss: 1.772961 eta: 18:03:12 batch_cost: 0.7943 data_cost: 0.0004 ips: 60.4326 images/s [03/13 13:02:47] ppdet.engine INFO: Epoch: [172] [ 0/610] learning_rate: 0.092855 loss_vfl: 0.926570 loss_bbox: 0.412521 loss_dfl: 0.404913 loss: 1.730490 eta: 18:03:07 batch_cost: 0.9968 data_cost: 0.2900 ips: 48.1530 images/s [03/13 13:03:07] ppdet.engine INFO: Epoch: [172] [ 20/610] learning_rate: 0.092815 loss_vfl: 0.926756 loss_bbox: 0.404920 loss_dfl: 0.390463 loss: 1.734333 eta: 18:02:51 batch_cost: 0.8842 data_cost: 0.0004 ips: 54.2872 images/s [03/13 13:03:25] ppdet.engine INFO: Epoch: [172] [ 40/610] learning_rate: 0.092775 loss_vfl: 0.951837 loss_bbox: 0.420454 loss_dfl: 0.405266 loss: 1.771678 eta: 18:02:34 batch_cost: 0.7926 data_cost: 0.0004 ips: 60.5638 images/s [03/13 13:03:44] ppdet.engine INFO: Epoch: [172] [ 60/610] learning_rate: 0.092735 loss_vfl: 0.908138 loss_bbox: 0.421875 loss_dfl: 0.399053 loss: 1.705475 eta: 18:02:18 batch_cost: 0.8613 data_cost: 0.0003 ips: 55.7317 images/s [03/13 13:04:01] ppdet.engine INFO: Epoch: [172] [ 80/610] learning_rate: 0.092694 loss_vfl: 0.960148 loss_bbox: 0.440853 loss_dfl: 0.418791 loss: 1.825709 eta: 18:02:01 batch_cost: 0.8168 data_cost: 0.0004 ips: 58.7628 images/s [03/13 13:04:21] ppdet.engine INFO: Epoch: [172] [100/610] learning_rate: 0.092654 loss_vfl: 0.992978 loss_bbox: 0.434704 loss_dfl: 0.416212 loss: 1.843955 eta: 18:01:45 batch_cost: 0.8676 data_cost: 0.0008 ips: 55.3266 images/s [03/13 13:04:39] ppdet.engine INFO: Epoch: [172] [120/610] learning_rate: 0.092614 loss_vfl: 0.958517 loss_bbox: 0.443667 loss_dfl: 0.432982 loss: 1.808223 eta: 18:01:28 batch_cost: 0.7889 data_cost: 0.0017 ips: 60.8461 images/s [03/13 13:04:56] ppdet.engine INFO: Epoch: [172] [140/610] learning_rate: 0.092574 loss_vfl: 0.895120 loss_bbox: 0.392464 loss_dfl: 0.383511 loss: 1.652173 eta: 18:01:10 batch_cost: 0.7771 data_cost: 0.0005 ips: 61.7717 images/s [03/13 13:05:15] ppdet.engine INFO: Epoch: [172] [160/610] learning_rate: 0.092534 loss_vfl: 0.976848 loss_bbox: 0.437333 loss_dfl: 0.422346 loss: 1.850709 eta: 18:00:53 batch_cost: 0.8200 data_cost: 0.0003 ips: 58.5362 images/s [03/13 13:05:33] ppdet.engine INFO: Epoch: [172] [180/610] learning_rate: 0.092493 loss_vfl: 0.998815 loss_bbox: 0.435407 loss_dfl: 0.421608 loss: 1.842947 eta: 18:00:36 batch_cost: 0.8082 data_cost: 0.0003 ips: 59.3887 images/s [03/13 13:05:50] ppdet.engine INFO: Epoch: [172] [200/610] learning_rate: 0.092453 loss_vfl: 0.964999 loss_bbox: 0.405163 loss_dfl: 0.389059 loss: 1.755039 eta: 18:00:19 batch_cost: 0.7928 data_cost: 0.0008 ips: 60.5465 images/s [03/13 13:06:08] ppdet.engine INFO: Epoch: [172] [220/610] learning_rate: 0.092413 loss_vfl: 0.965017 loss_bbox: 0.417621 loss_dfl: 0.408474 loss: 1.779811 eta: 18:00:02 batch_cost: 0.7779 data_cost: 0.0003 ips: 61.7012 images/s [03/13 13:06:25] ppdet.engine INFO: Epoch: [172] [240/610] learning_rate: 0.092373 loss_vfl: 0.994713 loss_bbox: 0.449873 loss_dfl: 0.432390 loss: 1.889366 eta: 17:59:44 batch_cost: 0.7853 data_cost: 0.0003 ips: 61.1248 images/s [03/13 13:06:43] ppdet.engine INFO: Epoch: [172] [260/610] learning_rate: 0.092333 loss_vfl: 0.942038 loss_bbox: 0.433815 loss_dfl: 0.404219 loss: 1.780073 eta: 17:59:27 batch_cost: 0.7747 data_cost: 0.0009 ips: 61.9579 images/s [03/13 13:07:01] ppdet.engine INFO: Epoch: [172] [280/610] learning_rate: 0.092293 loss_vfl: 0.993472 loss_bbox: 0.410476 loss_dfl: 0.412580 loss: 1.811734 eta: 17:59:09 batch_cost: 0.7785 data_cost: 0.0003 ips: 61.6594 images/s [03/13 13:07:19] ppdet.engine INFO: Epoch: [172] [300/610] learning_rate: 0.092252 loss_vfl: 0.930942 loss_bbox: 0.404526 loss_dfl: 0.403820 loss: 1.737834 eta: 17:58:52 batch_cost: 0.8199 data_cost: 0.0016 ips: 58.5423 images/s [03/13 13:07:38] ppdet.engine INFO: Epoch: [172] [320/610] learning_rate: 0.092212 loss_vfl: 0.906597 loss_bbox: 0.396991 loss_dfl: 0.395679 loss: 1.682091 eta: 17:58:35 batch_cost: 0.8115 data_cost: 0.0003 ips: 59.1510 images/s [03/13 13:07:56] ppdet.engine INFO: Epoch: [172] [340/610] learning_rate: 0.092172 loss_vfl: 0.998453 loss_bbox: 0.457252 loss_dfl: 0.424974 loss: 1.837779 eta: 17:58:19 batch_cost: 0.8168 data_cost: 0.0003 ips: 58.7687 images/s [03/13 13:08:14] ppdet.engine INFO: Epoch: [172] [360/610] learning_rate: 0.092132 loss_vfl: 0.947314 loss_bbox: 0.434974 loss_dfl: 0.415918 loss: 1.792793 eta: 17:58:02 batch_cost: 0.8405 data_cost: 0.0003 ips: 57.1100 images/s [03/13 13:08:33] ppdet.engine INFO: Epoch: [172] [380/610] learning_rate: 0.092092 loss_vfl: 0.989600 loss_bbox: 0.427404 loss_dfl: 0.412002 loss: 1.818181 eta: 17:57:45 batch_cost: 0.8169 data_cost: 0.0003 ips: 58.7613 images/s [03/13 13:08:51] ppdet.engine INFO: Epoch: [172] [400/610] learning_rate: 0.092052 loss_vfl: 0.934337 loss_bbox: 0.388891 loss_dfl: 0.400738 loss: 1.715131 eta: 17:57:28 batch_cost: 0.8148 data_cost: 0.0010 ips: 58.9121 images/s [03/13 13:09:08] ppdet.engine INFO: Epoch: [172] [420/610] learning_rate: 0.092012 loss_vfl: 0.919059 loss_bbox: 0.413035 loss_dfl: 0.400030 loss: 1.712826 eta: 17:57:10 batch_cost: 0.7541 data_cost: 0.0003 ips: 63.6537 images/s [03/13 13:09:26] ppdet.engine INFO: Epoch: [172] [440/610] learning_rate: 0.091972 loss_vfl: 1.011088 loss_bbox: 0.432647 loss_dfl: 0.417776 loss: 1.861252 eta: 17:56:54 batch_cost: 0.8204 data_cost: 0.0003 ips: 58.5048 images/s [03/13 13:09:44] ppdet.engine INFO: Epoch: [172] [460/610] learning_rate: 0.091931 loss_vfl: 0.945776 loss_bbox: 0.426180 loss_dfl: 0.405625 loss: 1.771221 eta: 17:56:36 batch_cost: 0.7821 data_cost: 0.0003 ips: 61.3703 images/s [03/13 13:10:01] ppdet.engine INFO: Epoch: [172] [480/610] learning_rate: 0.091891 loss_vfl: 0.967733 loss_bbox: 0.427256 loss_dfl: 0.420504 loss: 1.804747 eta: 17:56:18 batch_cost: 0.7123 data_cost: 0.0003 ips: 67.3890 images/s [03/13 13:10:19] ppdet.engine INFO: Epoch: [172] [500/610] learning_rate: 0.091851 loss_vfl: 0.996983 loss_bbox: 0.458191 loss_dfl: 0.434944 loss: 1.885094 eta: 17:56:00 batch_cost: 0.7791 data_cost: 0.0004 ips: 61.6130 images/s [03/13 13:10:37] ppdet.engine INFO: Epoch: [172] [520/610] learning_rate: 0.091811 loss_vfl: 0.946603 loss_bbox: 0.411183 loss_dfl: 0.400471 loss: 1.776138 eta: 17:55:43 batch_cost: 0.7991 data_cost: 0.0003 ips: 60.0674 images/s [03/13 13:10:55] ppdet.engine INFO: Epoch: [172] [540/610] learning_rate: 0.091771 loss_vfl: 0.966579 loss_bbox: 0.437882 loss_dfl: 0.420671 loss: 1.822963 eta: 17:55:26 batch_cost: 0.8102 data_cost: 0.0003 ips: 59.2418 images/s [03/13 13:11:13] ppdet.engine INFO: Epoch: [172] [560/610] learning_rate: 0.091731 loss_vfl: 0.955315 loss_bbox: 0.428777 loss_dfl: 0.406193 loss: 1.768782 eta: 17:55:09 batch_cost: 0.7954 data_cost: 0.0003 ips: 60.3506 images/s [03/13 13:11:31] ppdet.engine INFO: Epoch: [172] [580/610] learning_rate: 0.091691 loss_vfl: 0.905061 loss_bbox: 0.409871 loss_dfl: 0.391021 loss: 1.709402 eta: 17:54:52 batch_cost: 0.7854 data_cost: 0.0003 ips: 61.1187 images/s [03/13 13:11:48] ppdet.engine INFO: Epoch: [172] [600/610] learning_rate: 0.091651 loss_vfl: 0.943216 loss_bbox: 0.429645 loss_dfl: 0.402877 loss: 1.773828 eta: 17:54:34 batch_cost: 0.7629 data_cost: 0.0021 ips: 62.9218 images/s [03/13 13:12:04] ppdet.engine INFO: Epoch: [173] [ 0/610] learning_rate: 0.091631 loss_vfl: 0.942863 loss_bbox: 0.425201 loss_dfl: 0.403983 loss: 1.749682 eta: 17:54:30 batch_cost: 1.0632 data_cost: 0.1862 ips: 45.1474 images/s [03/13 13:12:23] ppdet.engine INFO: Epoch: [173] [ 20/610] learning_rate: 0.091590 loss_vfl: 0.983262 loss_bbox: 0.432023 loss_dfl: 0.427229 loss: 1.852854 eta: 17:54:14 batch_cost: 0.8530 data_cost: 0.0004 ips: 56.2689 images/s [03/13 13:12:42] ppdet.engine INFO: Epoch: [173] [ 40/610] learning_rate: 0.091550 loss_vfl: 0.978382 loss_bbox: 0.439065 loss_dfl: 0.432291 loss: 1.876431 eta: 17:53:57 batch_cost: 0.8219 data_cost: 0.0012 ips: 58.4046 images/s [03/13 13:12:59] ppdet.engine INFO: Epoch: [173] [ 60/610] learning_rate: 0.091510 loss_vfl: 0.962660 loss_bbox: 0.442312 loss_dfl: 0.423039 loss: 1.820095 eta: 17:53:40 batch_cost: 0.7948 data_cost: 0.0004 ips: 60.3941 images/s [03/13 13:13:17] ppdet.engine INFO: Epoch: [173] [ 80/610] learning_rate: 0.091470 loss_vfl: 0.902482 loss_bbox: 0.379021 loss_dfl: 0.377902 loss: 1.676090 eta: 17:53:21 batch_cost: 0.7264 data_cost: 0.0003 ips: 66.0780 images/s [03/13 13:13:34] ppdet.engine INFO: Epoch: [173] [100/610] learning_rate: 0.091430 loss_vfl: 1.007639 loss_bbox: 0.464949 loss_dfl: 0.438142 loss: 1.904817 eta: 17:53:04 batch_cost: 0.8128 data_cost: 0.0004 ips: 59.0550 images/s [03/13 13:13:52] ppdet.engine INFO: Epoch: [173] [120/610] learning_rate: 0.091390 loss_vfl: 0.922903 loss_bbox: 0.405815 loss_dfl: 0.395732 loss: 1.710350 eta: 17:52:48 batch_cost: 0.8230 data_cost: 0.0003 ips: 58.3201 images/s [03/13 13:14:11] ppdet.engine INFO: Epoch: [173] [140/610] learning_rate: 0.091350 loss_vfl: 0.968581 loss_bbox: 0.402250 loss_dfl: 0.401489 loss: 1.757091 eta: 17:52:31 batch_cost: 0.8087 data_cost: 0.0020 ips: 59.3568 images/s [03/13 13:14:29] ppdet.engine INFO: Epoch: [173] [160/610] learning_rate: 0.091310 loss_vfl: 1.040008 loss_bbox: 0.458056 loss_dfl: 0.434215 loss: 1.925526 eta: 17:52:13 batch_cost: 0.7958 data_cost: 0.0009 ips: 60.3161 images/s [03/13 13:14:46] ppdet.engine INFO: Epoch: [173] [180/610] learning_rate: 0.091270 loss_vfl: 0.961129 loss_bbox: 0.412030 loss_dfl: 0.404979 loss: 1.804592 eta: 17:51:56 batch_cost: 0.7669 data_cost: 0.0003 ips: 62.5888 images/s [03/13 13:15:05] ppdet.engine INFO: Epoch: [173] [200/610] learning_rate: 0.091230 loss_vfl: 0.913663 loss_bbox: 0.398974 loss_dfl: 0.393830 loss: 1.714603 eta: 17:51:39 batch_cost: 0.8384 data_cost: 0.0015 ips: 57.2550 images/s [03/13 13:15:22] ppdet.engine INFO: Epoch: [173] [220/610] learning_rate: 0.091190 loss_vfl: 0.943649 loss_bbox: 0.410841 loss_dfl: 0.393527 loss: 1.732925 eta: 17:51:22 batch_cost: 0.7792 data_cost: 0.0004 ips: 61.6042 images/s [03/13 13:15:40] ppdet.engine INFO: Epoch: [173] [240/610] learning_rate: 0.091150 loss_vfl: 0.967787 loss_bbox: 0.407872 loss_dfl: 0.399261 loss: 1.771039 eta: 17:51:04 batch_cost: 0.7756 data_cost: 0.0003 ips: 61.8838 images/s [03/13 13:15:58] ppdet.engine INFO: Epoch: [173] [260/610] learning_rate: 0.091110 loss_vfl: 0.982320 loss_bbox: 0.440098 loss_dfl: 0.422707 loss: 1.861960 eta: 17:50:47 batch_cost: 0.7940 data_cost: 0.0003 ips: 60.4556 images/s [03/13 13:16:16] ppdet.engine INFO: Epoch: [173] [280/610] learning_rate: 0.091069 loss_vfl: 0.970771 loss_bbox: 0.412571 loss_dfl: 0.407378 loss: 1.791010 eta: 17:50:30 batch_cost: 0.8157 data_cost: 0.0009 ips: 58.8448 images/s [03/13 13:16:34] ppdet.engine INFO: Epoch: [173] [300/610] learning_rate: 0.091029 loss_vfl: 0.957041 loss_bbox: 0.417561 loss_dfl: 0.414230 loss: 1.775182 eta: 17:50:13 batch_cost: 0.7991 data_cost: 0.0010 ips: 60.0713 images/s [03/13 13:16:51] ppdet.engine INFO: Epoch: [173] [320/610] learning_rate: 0.090989 loss_vfl: 0.946029 loss_bbox: 0.404845 loss_dfl: 0.401709 loss: 1.756193 eta: 17:49:56 batch_cost: 0.7776 data_cost: 0.0013 ips: 61.7288 images/s [03/13 13:17:10] ppdet.engine INFO: Epoch: [173] [340/610] learning_rate: 0.090949 loss_vfl: 1.034586 loss_bbox: 0.471880 loss_dfl: 0.447949 loss: 1.951633 eta: 17:49:39 batch_cost: 0.7969 data_cost: 0.0009 ips: 60.2305 images/s [03/13 13:17:27] ppdet.engine INFO: Epoch: [173] [360/610] learning_rate: 0.090909 loss_vfl: 0.961595 loss_bbox: 0.444718 loss_dfl: 0.420466 loss: 1.819822 eta: 17:49:22 batch_cost: 0.8010 data_cost: 0.0003 ips: 59.9223 images/s [03/13 13:17:45] ppdet.engine INFO: Epoch: [173] [380/610] learning_rate: 0.090869 loss_vfl: 0.912361 loss_bbox: 0.406770 loss_dfl: 0.407312 loss: 1.748985 eta: 17:49:04 batch_cost: 0.7654 data_cost: 0.0003 ips: 62.7133 images/s [03/13 13:18:02] ppdet.engine INFO: Epoch: [173] [400/610] learning_rate: 0.090829 loss_vfl: 0.946196 loss_bbox: 0.423981 loss_dfl: 0.403550 loss: 1.787130 eta: 17:48:46 batch_cost: 0.7737 data_cost: 0.0003 ips: 62.0401 images/s [03/13 13:18:20] ppdet.engine INFO: Epoch: [173] [420/610] learning_rate: 0.090789 loss_vfl: 0.939379 loss_bbox: 0.424393 loss_dfl: 0.403814 loss: 1.755386 eta: 17:48:29 batch_cost: 0.7756 data_cost: 0.0003 ips: 61.8905 images/s [03/13 13:18:38] ppdet.engine INFO: Epoch: [173] [440/610] learning_rate: 0.090749 loss_vfl: 0.982917 loss_bbox: 0.417535 loss_dfl: 0.415177 loss: 1.828130 eta: 17:48:12 batch_cost: 0.8065 data_cost: 0.0003 ips: 59.5162 images/s [03/13 13:18:56] ppdet.engine INFO: Epoch: [173] [460/610] learning_rate: 0.090709 loss_vfl: 1.050359 loss_bbox: 0.458368 loss_dfl: 0.438431 loss: 1.939979 eta: 17:47:55 batch_cost: 0.7984 data_cost: 0.0004 ips: 60.1200 images/s [03/13 13:19:14] ppdet.engine INFO: Epoch: [173] [480/610] learning_rate: 0.090669 loss_vfl: 0.914890 loss_bbox: 0.392751 loss_dfl: 0.384301 loss: 1.679421 eta: 17:47:37 batch_cost: 0.7696 data_cost: 0.0003 ips: 62.3700 images/s [03/13 13:19:33] ppdet.engine INFO: Epoch: [173] [500/610] learning_rate: 0.090629 loss_vfl: 0.972344 loss_bbox: 0.425904 loss_dfl: 0.415349 loss: 1.801472 eta: 17:47:21 batch_cost: 0.8296 data_cost: 0.0003 ips: 57.8591 images/s [03/13 13:19:51] ppdet.engine INFO: Epoch: [173] [520/610] learning_rate: 0.090589 loss_vfl: 0.958584 loss_bbox: 0.427487 loss_dfl: 0.427386 loss: 1.842696 eta: 17:47:04 batch_cost: 0.8125 data_cost: 0.0009 ips: 59.0780 images/s [03/13 13:20:09] ppdet.engine INFO: Epoch: [173] [540/610] learning_rate: 0.090549 loss_vfl: 0.950125 loss_bbox: 0.399357 loss_dfl: 0.400890 loss: 1.762116 eta: 17:46:46 batch_cost: 0.7906 data_cost: 0.0003 ips: 60.7115 images/s [03/13 13:20:27] ppdet.engine INFO: Epoch: [173] [560/610] learning_rate: 0.090509 loss_vfl: 0.995261 loss_bbox: 0.450643 loss_dfl: 0.435920 loss: 1.868037 eta: 17:46:29 batch_cost: 0.7881 data_cost: 0.0003 ips: 60.9030 images/s [03/13 13:20:45] ppdet.engine INFO: Epoch: [173] [580/610] learning_rate: 0.090469 loss_vfl: 0.957016 loss_bbox: 0.434202 loss_dfl: 0.411188 loss: 1.809119 eta: 17:46:12 batch_cost: 0.7949 data_cost: 0.0003 ips: 60.3871 images/s [03/13 13:21:02] ppdet.engine INFO: Epoch: [173] [600/610] learning_rate: 0.090429 loss_vfl: 0.991513 loss_bbox: 0.435494 loss_dfl: 0.423251 loss: 1.858729 eta: 17:45:55 batch_cost: 0.7997 data_cost: 0.0004 ips: 60.0251 images/s [03/13 13:21:16] ppdet.engine INFO: Epoch: [174] [ 0/610] learning_rate: 0.090409 loss_vfl: 1.013576 loss_bbox: 0.457929 loss_dfl: 0.436980 loss: 1.895695 eta: 17:45:49 batch_cost: 0.9751 data_cost: 0.2376 ips: 49.2250 images/s [03/13 13:21:37] ppdet.engine INFO: Epoch: [174] [ 20/610] learning_rate: 0.090369 loss_vfl: 0.923334 loss_bbox: 0.416597 loss_dfl: 0.403663 loss: 1.757094 eta: 17:45:33 batch_cost: 0.9190 data_cost: 0.0003 ips: 52.2328 images/s [03/13 13:21:54] ppdet.engine INFO: Epoch: [174] [ 40/610] learning_rate: 0.090329 loss_vfl: 0.945729 loss_bbox: 0.420356 loss_dfl: 0.404499 loss: 1.767344 eta: 17:45:16 batch_cost: 0.7648 data_cost: 0.0003 ips: 62.7574 images/s [03/13 13:22:12] ppdet.engine INFO: Epoch: [174] [ 60/610] learning_rate: 0.090289 loss_vfl: 0.893245 loss_bbox: 0.393092 loss_dfl: 0.374423 loss: 1.653205 eta: 17:44:59 batch_cost: 0.7915 data_cost: 0.0003 ips: 60.6418 images/s [03/13 13:22:31] ppdet.engine INFO: Epoch: [174] [ 80/610] learning_rate: 0.090249 loss_vfl: 0.883237 loss_bbox: 0.407803 loss_dfl: 0.387900 loss: 1.693235 eta: 17:44:42 batch_cost: 0.8206 data_cost: 0.0009 ips: 58.4929 images/s [03/13 13:22:49] ppdet.engine INFO: Epoch: [174] [100/610] learning_rate: 0.090209 loss_vfl: 0.920324 loss_bbox: 0.401204 loss_dfl: 0.398522 loss: 1.706757 eta: 17:44:24 batch_cost: 0.7539 data_cost: 0.0003 ips: 63.6724 images/s [03/13 13:23:06] ppdet.engine INFO: Epoch: [174] [120/610] learning_rate: 0.090169 loss_vfl: 1.006714 loss_bbox: 0.457884 loss_dfl: 0.432714 loss: 1.923172 eta: 17:44:07 batch_cost: 0.7860 data_cost: 0.0031 ips: 61.0670 images/s [03/13 13:23:25] ppdet.engine INFO: Epoch: [174] [140/610] learning_rate: 0.090129 loss_vfl: 0.954346 loss_bbox: 0.414648 loss_dfl: 0.415846 loss: 1.801367 eta: 17:43:50 batch_cost: 0.8317 data_cost: 0.0007 ips: 57.7159 images/s [03/13 13:23:43] ppdet.engine INFO: Epoch: [174] [160/610] learning_rate: 0.090089 loss_vfl: 0.984174 loss_bbox: 0.424264 loss_dfl: 0.417662 loss: 1.808479 eta: 17:43:33 batch_cost: 0.8095 data_cost: 0.0004 ips: 59.2984 images/s [03/13 13:24:00] ppdet.engine INFO: Epoch: [174] [180/610] learning_rate: 0.090049 loss_vfl: 0.893837 loss_bbox: 0.398010 loss_dfl: 0.391473 loss: 1.688952 eta: 17:43:16 batch_cost: 0.7786 data_cost: 0.0007 ips: 61.6472 images/s [03/13 13:24:17] ppdet.engine INFO: Epoch: [174] [200/610] learning_rate: 0.090009 loss_vfl: 0.968551 loss_bbox: 0.414906 loss_dfl: 0.415513 loss: 1.789000 eta: 17:42:58 batch_cost: 0.7546 data_cost: 0.0003 ips: 63.6079 images/s [03/13 13:24:35] ppdet.engine INFO: Epoch: [174] [220/610] learning_rate: 0.089969 loss_vfl: 0.955040 loss_bbox: 0.407714 loss_dfl: 0.403724 loss: 1.769254 eta: 17:42:41 batch_cost: 0.8014 data_cost: 0.0003 ips: 59.8941 images/s [03/13 13:24:53] ppdet.engine INFO: Epoch: [174] [240/610] learning_rate: 0.089929 loss_vfl: 1.000455 loss_bbox: 0.439026 loss_dfl: 0.422728 loss: 1.836875 eta: 17:42:23 batch_cost: 0.7740 data_cost: 0.0003 ips: 62.0125 images/s [03/13 13:25:10] ppdet.engine INFO: Epoch: [174] [260/610] learning_rate: 0.089889 loss_vfl: 0.944620 loss_bbox: 0.413110 loss_dfl: 0.415442 loss: 1.785079 eta: 17:42:06 batch_cost: 0.7810 data_cost: 0.0003 ips: 61.4573 images/s [03/13 13:25:28] ppdet.engine INFO: Epoch: [174] [280/610] learning_rate: 0.089850 loss_vfl: 0.995168 loss_bbox: 0.438730 loss_dfl: 0.430981 loss: 1.860735 eta: 17:41:49 batch_cost: 0.7894 data_cost: 0.0009 ips: 60.8059 images/s [03/13 13:25:46] ppdet.engine INFO: Epoch: [174] [300/610] learning_rate: 0.089810 loss_vfl: 1.055288 loss_bbox: 0.474852 loss_dfl: 0.456740 loss: 2.006835 eta: 17:41:31 batch_cost: 0.7848 data_cost: 0.0003 ips: 61.1655 images/s [03/13 13:26:03] ppdet.engine INFO: Epoch: [174] [320/610] learning_rate: 0.089770 loss_vfl: 0.976772 loss_bbox: 0.449471 loss_dfl: 0.426895 loss: 1.850028 eta: 17:41:14 batch_cost: 0.7711 data_cost: 0.0003 ips: 62.2469 images/s [03/13 13:26:22] ppdet.engine INFO: Epoch: [174] [340/610] learning_rate: 0.089730 loss_vfl: 0.927255 loss_bbox: 0.436136 loss_dfl: 0.408091 loss: 1.758253 eta: 17:40:57 batch_cost: 0.8054 data_cost: 0.0003 ips: 59.5985 images/s [03/13 13:26:39] ppdet.engine INFO: Epoch: [174] [360/610] learning_rate: 0.089690 loss_vfl: 0.948242 loss_bbox: 0.418187 loss_dfl: 0.411335 loss: 1.763223 eta: 17:40:39 batch_cost: 0.7781 data_cost: 0.0012 ips: 61.6877 images/s [03/13 13:26:58] ppdet.engine INFO: Epoch: [174] [380/610] learning_rate: 0.089650 loss_vfl: 0.961963 loss_bbox: 0.440333 loss_dfl: 0.429504 loss: 1.848344 eta: 17:40:23 batch_cost: 0.8324 data_cost: 0.0003 ips: 57.6652 images/s [03/13 13:27:16] ppdet.engine INFO: Epoch: [174] [400/610] learning_rate: 0.089610 loss_vfl: 0.976065 loss_bbox: 0.447756 loss_dfl: 0.425668 loss: 1.861695 eta: 17:40:06 batch_cost: 0.8313 data_cost: 0.0004 ips: 57.7399 images/s [03/13 13:27:33] ppdet.engine INFO: Epoch: [174] [420/610] learning_rate: 0.089570 loss_vfl: 0.938516 loss_bbox: 0.428733 loss_dfl: 0.405723 loss: 1.785269 eta: 17:39:48 batch_cost: 0.7533 data_cost: 0.0003 ips: 63.7168 images/s [03/13 13:27:51] ppdet.engine INFO: Epoch: [174] [440/610] learning_rate: 0.089530 loss_vfl: 1.044140 loss_bbox: 0.443965 loss_dfl: 0.439601 loss: 1.927750 eta: 17:39:31 batch_cost: 0.8025 data_cost: 0.0003 ips: 59.8118 images/s [03/13 13:28:09] ppdet.engine INFO: Epoch: [174] [460/610] learning_rate: 0.089490 loss_vfl: 0.911637 loss_bbox: 0.409861 loss_dfl: 0.398981 loss: 1.719831 eta: 17:39:14 batch_cost: 0.8001 data_cost: 0.0003 ips: 59.9945 images/s [03/13 13:28:27] ppdet.engine INFO: Epoch: [174] [480/610] learning_rate: 0.089450 loss_vfl: 1.001661 loss_bbox: 0.445614 loss_dfl: 0.430982 loss: 1.865724 eta: 17:38:57 batch_cost: 0.7893 data_cost: 0.0003 ips: 60.8124 images/s [03/13 13:28:45] ppdet.engine INFO: Epoch: [174] [500/610] learning_rate: 0.089410 loss_vfl: 0.920887 loss_bbox: 0.434488 loss_dfl: 0.411401 loss: 1.751767 eta: 17:38:40 batch_cost: 0.7957 data_cost: 0.0003 ips: 60.3237 images/s [03/13 13:29:03] ppdet.engine INFO: Epoch: [174] [520/610] learning_rate: 0.089370 loss_vfl: 0.932464 loss_bbox: 0.426441 loss_dfl: 0.410656 loss: 1.760246 eta: 17:38:23 batch_cost: 0.8096 data_cost: 0.0009 ips: 59.2888 images/s [03/13 13:29:21] ppdet.engine INFO: Epoch: [174] [540/610] learning_rate: 0.089331 loss_vfl: 0.965839 loss_bbox: 0.435276 loss_dfl: 0.421530 loss: 1.820040 eta: 17:38:06 batch_cost: 0.8205 data_cost: 0.0003 ips: 58.5022 images/s [03/13 13:29:39] ppdet.engine INFO: Epoch: [174] [560/610] learning_rate: 0.089291 loss_vfl: 0.936745 loss_bbox: 0.400444 loss_dfl: 0.402382 loss: 1.744394 eta: 17:37:49 batch_cost: 0.7886 data_cost: 0.0003 ips: 60.8646 images/s [03/13 13:29:57] ppdet.engine INFO: Epoch: [174] [580/610] learning_rate: 0.089251 loss_vfl: 0.918560 loss_bbox: 0.394430 loss_dfl: 0.394170 loss: 1.727118 eta: 17:37:32 batch_cost: 0.8000 data_cost: 0.0003 ips: 59.9984 images/s [03/13 13:30:15] ppdet.engine INFO: Epoch: [174] [600/610] learning_rate: 0.089211 loss_vfl: 0.944251 loss_bbox: 0.413290 loss_dfl: 0.403526 loss: 1.738714 eta: 17:37:15 batch_cost: 0.7953 data_cost: 0.0010 ips: 60.3548 images/s [03/13 13:30:30] ppdet.engine INFO: Epoch: [175] [ 0/610] learning_rate: 0.089191 loss_vfl: 0.939463 loss_bbox: 0.408191 loss_dfl: 0.405784 loss: 1.740292 eta: 17:37:09 batch_cost: 1.0124 data_cost: 0.3078 ips: 47.4102 images/s [03/13 13:30:49] ppdet.engine INFO: Epoch: [175] [ 20/610] learning_rate: 0.089151 loss_vfl: 0.983110 loss_bbox: 0.432622 loss_dfl: 0.410559 loss: 1.828839 eta: 17:36:53 batch_cost: 0.8785 data_cost: 0.0010 ips: 54.6415 images/s [03/13 13:31:07] ppdet.engine INFO: Epoch: [175] [ 40/610] learning_rate: 0.089111 loss_vfl: 1.016522 loss_bbox: 0.447564 loss_dfl: 0.432008 loss: 1.911067 eta: 17:36:36 batch_cost: 0.7788 data_cost: 0.0003 ips: 61.6319 images/s [03/13 13:31:24] ppdet.engine INFO: Epoch: [175] [ 60/610] learning_rate: 0.089071 loss_vfl: 0.968961 loss_bbox: 0.422039 loss_dfl: 0.408149 loss: 1.761244 eta: 17:36:18 batch_cost: 0.7435 data_cost: 0.0017 ips: 64.5603 images/s [03/13 13:31:41] ppdet.engine INFO: Epoch: [175] [ 80/610] learning_rate: 0.089031 loss_vfl: 0.930948 loss_bbox: 0.417714 loss_dfl: 0.401087 loss: 1.737878 eta: 17:36:01 batch_cost: 0.7991 data_cost: 0.0003 ips: 60.0682 images/s [03/13 13:31:59] ppdet.engine INFO: Epoch: [175] [100/610] learning_rate: 0.088992 loss_vfl: 0.923687 loss_bbox: 0.417073 loss_dfl: 0.399189 loss: 1.750379 eta: 17:35:44 batch_cost: 0.8201 data_cost: 0.0003 ips: 58.5319 images/s [03/13 13:32:17] ppdet.engine INFO: Epoch: [175] [120/610] learning_rate: 0.088952 loss_vfl: 0.954863 loss_bbox: 0.422705 loss_dfl: 0.417154 loss: 1.795845 eta: 17:35:27 batch_cost: 0.7879 data_cost: 0.0010 ips: 60.9226 images/s [03/13 13:32:35] ppdet.engine INFO: Epoch: [175] [140/610] learning_rate: 0.088912 loss_vfl: 0.938626 loss_bbox: 0.446346 loss_dfl: 0.429987 loss: 1.815143 eta: 17:35:10 batch_cost: 0.8071 data_cost: 0.0003 ips: 59.4705 images/s [03/13 13:32:53] ppdet.engine INFO: Epoch: [175] [160/610] learning_rate: 0.088872 loss_vfl: 0.907715 loss_bbox: 0.402792 loss_dfl: 0.404502 loss: 1.701035 eta: 17:34:53 batch_cost: 0.7887 data_cost: 0.0003 ips: 60.8614 images/s [03/13 13:33:11] ppdet.engine INFO: Epoch: [175] [180/610] learning_rate: 0.088832 loss_vfl: 0.969230 loss_bbox: 0.431838 loss_dfl: 0.409300 loss: 1.770961 eta: 17:34:36 batch_cost: 0.8180 data_cost: 0.0003 ips: 58.6816 images/s [03/13 13:33:29] ppdet.engine INFO: Epoch: [175] [200/610] learning_rate: 0.088792 loss_vfl: 0.939149 loss_bbox: 0.433306 loss_dfl: 0.412000 loss: 1.773785 eta: 17:34:18 batch_cost: 0.7627 data_cost: 0.0003 ips: 62.9312 images/s [03/13 13:33:48] ppdet.engine INFO: Epoch: [175] [220/610] learning_rate: 0.088752 loss_vfl: 1.030327 loss_bbox: 0.451750 loss_dfl: 0.445356 loss: 1.914215 eta: 17:34:01 batch_cost: 0.8225 data_cost: 0.0003 ips: 58.3592 images/s [03/13 13:34:06] ppdet.engine INFO: Epoch: [175] [240/610] learning_rate: 0.088713 loss_vfl: 0.982192 loss_bbox: 0.441129 loss_dfl: 0.421459 loss: 1.841505 eta: 17:33:45 batch_cost: 0.8349 data_cost: 0.0003 ips: 57.4909 images/s [03/13 13:34:24] ppdet.engine INFO: Epoch: [175] [260/610] learning_rate: 0.088673 loss_vfl: 0.903955 loss_bbox: 0.410236 loss_dfl: 0.391412 loss: 1.718124 eta: 17:33:27 batch_cost: 0.7677 data_cost: 0.0003 ips: 62.5275 images/s [03/13 13:34:41] ppdet.engine INFO: Epoch: [175] [280/610] learning_rate: 0.088633 loss_vfl: 0.940564 loss_bbox: 0.423211 loss_dfl: 0.407983 loss: 1.763288 eta: 17:33:10 batch_cost: 0.8143 data_cost: 0.0003 ips: 58.9475 images/s [03/13 13:34:59] ppdet.engine INFO: Epoch: [175] [300/610] learning_rate: 0.088593 loss_vfl: 0.940447 loss_bbox: 0.448249 loss_dfl: 0.424682 loss: 1.807740 eta: 17:32:53 batch_cost: 0.7765 data_cost: 0.0003 ips: 61.8185 images/s [03/13 13:35:18] ppdet.engine INFO: Epoch: [175] [320/610] learning_rate: 0.088553 loss_vfl: 0.956642 loss_bbox: 0.414427 loss_dfl: 0.422125 loss: 1.787635 eta: 17:32:37 batch_cost: 0.8454 data_cost: 0.0005 ips: 56.7790 images/s [03/13 13:35:36] ppdet.engine INFO: Epoch: [175] [340/610] learning_rate: 0.088513 loss_vfl: 0.956485 loss_bbox: 0.429939 loss_dfl: 0.412525 loss: 1.793930 eta: 17:32:19 batch_cost: 0.7836 data_cost: 0.0009 ips: 61.2545 images/s [03/13 13:35:53] ppdet.engine INFO: Epoch: [175] [360/610] learning_rate: 0.088474 loss_vfl: 1.013103 loss_bbox: 0.446672 loss_dfl: 0.426558 loss: 1.882421 eta: 17:32:02 batch_cost: 0.7730 data_cost: 0.0003 ips: 62.0954 images/s [03/13 13:36:12] ppdet.engine INFO: Epoch: [175] [380/610] learning_rate: 0.088434 loss_vfl: 0.915790 loss_bbox: 0.429186 loss_dfl: 0.409416 loss: 1.766828 eta: 17:31:45 batch_cost: 0.8394 data_cost: 0.0003 ips: 57.1861 images/s [03/13 13:36:30] ppdet.engine INFO: Epoch: [175] [400/610] learning_rate: 0.088394 loss_vfl: 0.934612 loss_bbox: 0.406496 loss_dfl: 0.409377 loss: 1.748309 eta: 17:31:28 batch_cost: 0.7651 data_cost: 0.0003 ips: 62.7355 images/s [03/13 13:36:48] ppdet.engine INFO: Epoch: [175] [420/610] learning_rate: 0.088354 loss_vfl: 0.944644 loss_bbox: 0.416463 loss_dfl: 0.404312 loss: 1.770465 eta: 17:31:11 batch_cost: 0.8264 data_cost: 0.0003 ips: 58.0861 images/s [03/13 13:37:06] ppdet.engine INFO: Epoch: [175] [440/610] learning_rate: 0.088314 loss_vfl: 0.925659 loss_bbox: 0.418355 loss_dfl: 0.397797 loss: 1.721951 eta: 17:30:54 batch_cost: 0.8125 data_cost: 0.0006 ips: 59.0759 images/s [03/13 13:37:24] ppdet.engine INFO: Epoch: [175] [460/610] learning_rate: 0.088275 loss_vfl: 0.934837 loss_bbox: 0.404620 loss_dfl: 0.404835 loss: 1.794328 eta: 17:30:37 batch_cost: 0.7829 data_cost: 0.0003 ips: 61.3105 images/s [03/13 13:37:41] ppdet.engine INFO: Epoch: [175] [480/610] learning_rate: 0.088235 loss_vfl: 0.925175 loss_bbox: 0.436397 loss_dfl: 0.415197 loss: 1.766927 eta: 17:30:19 batch_cost: 0.7288 data_cost: 0.0003 ips: 65.8626 images/s [03/13 13:37:58] ppdet.engine INFO: Epoch: [175] [500/610] learning_rate: 0.088195 loss_vfl: 0.954655 loss_bbox: 0.412096 loss_dfl: 0.405040 loss: 1.772115 eta: 17:30:01 batch_cost: 0.7824 data_cost: 0.0003 ips: 61.3488 images/s [03/13 13:38:16] ppdet.engine INFO: Epoch: [175] [520/610] learning_rate: 0.088155 loss_vfl: 0.973383 loss_bbox: 0.424867 loss_dfl: 0.413822 loss: 1.827762 eta: 17:29:44 batch_cost: 0.7908 data_cost: 0.0015 ips: 60.7007 images/s [03/13 13:38:34] ppdet.engine INFO: Epoch: [175] [540/610] learning_rate: 0.088115 loss_vfl: 1.002858 loss_bbox: 0.434734 loss_dfl: 0.416799 loss: 1.865275 eta: 17:29:27 batch_cost: 0.7919 data_cost: 0.0003 ips: 60.6143 images/s [03/13 13:38:52] ppdet.engine INFO: Epoch: [175] [560/610] learning_rate: 0.088076 loss_vfl: 0.990651 loss_bbox: 0.422910 loss_dfl: 0.422281 loss: 1.841174 eta: 17:29:10 batch_cost: 0.7892 data_cost: 0.0004 ips: 60.8176 images/s [03/13 13:39:09] ppdet.engine INFO: Epoch: [175] [580/610] learning_rate: 0.088036 loss_vfl: 0.967698 loss_bbox: 0.431396 loss_dfl: 0.421967 loss: 1.810608 eta: 17:28:52 batch_cost: 0.7728 data_cost: 0.0003 ips: 62.1087 images/s [03/13 13:39:27] ppdet.engine INFO: Epoch: [175] [600/610] learning_rate: 0.087996 loss_vfl: 0.962935 loss_bbox: 0.426330 loss_dfl: 0.403223 loss: 1.802119 eta: 17:28:35 batch_cost: 0.8095 data_cost: 0.0004 ips: 59.2947 images/s [03/13 13:39:42] ppdet.engine INFO: Epoch: [176] [ 0/610] learning_rate: 0.087976 loss_vfl: 1.001533 loss_bbox: 0.437598 loss_dfl: 0.439742 loss: 1.864215 eta: 17:28:30 batch_cost: 1.0488 data_cost: 0.2867 ips: 45.7659 images/s [03/13 13:40:02] ppdet.engine INFO: Epoch: [176] [ 20/610] learning_rate: 0.087936 loss_vfl: 1.000030 loss_bbox: 0.444937 loss_dfl: 0.433870 loss: 1.890101 eta: 17:28:14 batch_cost: 0.9036 data_cost: 0.0003 ips: 53.1213 images/s [03/13 13:40:21] ppdet.engine INFO: Epoch: [176] [ 40/610] learning_rate: 0.087897 loss_vfl: 0.999067 loss_bbox: 0.451728 loss_dfl: 0.435404 loss: 1.897904 eta: 17:27:58 batch_cost: 0.8204 data_cost: 0.0003 ips: 58.5073 images/s [03/13 13:40:39] ppdet.engine INFO: Epoch: [176] [ 60/610] learning_rate: 0.087857 loss_vfl: 0.904723 loss_bbox: 0.402754 loss_dfl: 0.388273 loss: 1.690505 eta: 17:27:41 batch_cost: 0.8284 data_cost: 0.0009 ips: 57.9406 images/s [03/13 13:40:58] ppdet.engine INFO: Epoch: [176] [ 80/610] learning_rate: 0.087817 loss_vfl: 0.966131 loss_bbox: 0.415398 loss_dfl: 0.400539 loss: 1.770205 eta: 17:27:25 batch_cost: 0.8499 data_cost: 0.0005 ips: 56.4753 images/s [03/13 13:41:16] ppdet.engine INFO: Epoch: [176] [100/610] learning_rate: 0.087777 loss_vfl: 0.952374 loss_bbox: 0.440778 loss_dfl: 0.413276 loss: 1.795966 eta: 17:27:07 batch_cost: 0.7891 data_cost: 0.0003 ips: 60.8310 images/s [03/13 13:41:33] ppdet.engine INFO: Epoch: [176] [120/610] learning_rate: 0.087738 loss_vfl: 1.000796 loss_bbox: 0.424777 loss_dfl: 0.413029 loss: 1.806332 eta: 17:26:50 batch_cost: 0.7933 data_cost: 0.0010 ips: 60.5075 images/s [03/13 13:41:51] ppdet.engine INFO: Epoch: [176] [140/610] learning_rate: 0.087698 loss_vfl: 0.920489 loss_bbox: 0.405495 loss_dfl: 0.396111 loss: 1.709662 eta: 17:26:33 batch_cost: 0.8213 data_cost: 0.0003 ips: 58.4461 images/s [03/13 13:42:09] ppdet.engine INFO: Epoch: [176] [160/610] learning_rate: 0.087658 loss_vfl: 0.896767 loss_bbox: 0.404175 loss_dfl: 0.398993 loss: 1.709326 eta: 17:26:16 batch_cost: 0.7711 data_cost: 0.0009 ips: 62.2504 images/s [03/13 13:42:26] ppdet.engine INFO: Epoch: [176] [180/610] learning_rate: 0.087618 loss_vfl: 0.950255 loss_bbox: 0.407583 loss_dfl: 0.410763 loss: 1.785692 eta: 17:25:59 batch_cost: 0.7955 data_cost: 0.0021 ips: 60.3417 images/s [03/13 13:42:44] ppdet.engine INFO: Epoch: [176] [200/610] learning_rate: 0.087579 loss_vfl: 0.925046 loss_bbox: 0.414789 loss_dfl: 0.406107 loss: 1.756371 eta: 17:25:42 batch_cost: 0.7979 data_cost: 0.0003 ips: 60.1548 images/s [03/13 13:43:01] ppdet.engine INFO: Epoch: [176] [220/610] learning_rate: 0.087539 loss_vfl: 0.985664 loss_bbox: 0.438173 loss_dfl: 0.427131 loss: 1.860566 eta: 17:25:24 batch_cost: 0.7892 data_cost: 0.0047 ips: 60.8212 images/s [03/13 13:43:19] ppdet.engine INFO: Epoch: [176] [240/610] learning_rate: 0.087499 loss_vfl: 0.947465 loss_bbox: 0.385546 loss_dfl: 0.383248 loss: 1.704309 eta: 17:25:07 batch_cost: 0.7784 data_cost: 0.0004 ips: 61.6656 images/s [03/13 13:43:37] ppdet.engine INFO: Epoch: [176] [260/610] learning_rate: 0.087459 loss_vfl: 1.021003 loss_bbox: 0.444451 loss_dfl: 0.427513 loss: 1.887633 eta: 17:24:50 batch_cost: 0.8155 data_cost: 0.0012 ips: 58.8624 images/s [03/13 13:43:55] ppdet.engine INFO: Epoch: [176] [280/610] learning_rate: 0.087420 loss_vfl: 0.977632 loss_bbox: 0.439213 loss_dfl: 0.420007 loss: 1.855050 eta: 17:24:33 batch_cost: 0.8042 data_cost: 0.0003 ips: 59.6874 images/s [03/13 13:44:13] ppdet.engine INFO: Epoch: [176] [300/610] learning_rate: 0.087380 loss_vfl: 0.922658 loss_bbox: 0.392642 loss_dfl: 0.398381 loss: 1.717358 eta: 17:24:16 batch_cost: 0.7745 data_cost: 0.0009 ips: 61.9760 images/s [03/13 13:44:31] ppdet.engine INFO: Epoch: [176] [320/610] learning_rate: 0.087340 loss_vfl: 0.937386 loss_bbox: 0.415004 loss_dfl: 0.399975 loss: 1.756289 eta: 17:23:59 batch_cost: 0.7861 data_cost: 0.0020 ips: 61.0633 images/s [03/13 13:44:49] ppdet.engine INFO: Epoch: [176] [340/610] learning_rate: 0.087301 loss_vfl: 0.945495 loss_bbox: 0.418432 loss_dfl: 0.410354 loss: 1.770693 eta: 17:23:41 batch_cost: 0.7891 data_cost: 0.0018 ips: 60.8312 images/s [03/13 13:45:07] ppdet.engine INFO: Epoch: [176] [360/610] learning_rate: 0.087261 loss_vfl: 0.928834 loss_bbox: 0.394490 loss_dfl: 0.395577 loss: 1.720838 eta: 17:23:24 batch_cost: 0.8111 data_cost: 0.0003 ips: 59.1772 images/s [03/13 13:45:24] ppdet.engine INFO: Epoch: [176] [380/610] learning_rate: 0.087221 loss_vfl: 1.003015 loss_bbox: 0.455496 loss_dfl: 0.437020 loss: 1.887749 eta: 17:23:07 batch_cost: 0.7635 data_cost: 0.0003 ips: 62.8686 images/s [03/13 13:45:42] ppdet.engine INFO: Epoch: [176] [400/610] learning_rate: 0.087181 loss_vfl: 0.953834 loss_bbox: 0.430310 loss_dfl: 0.407671 loss: 1.800379 eta: 17:22:50 batch_cost: 0.7957 data_cost: 0.0003 ips: 60.3232 images/s [03/13 13:45:59] ppdet.engine INFO: Epoch: [176] [420/610] learning_rate: 0.087142 loss_vfl: 0.935461 loss_bbox: 0.382385 loss_dfl: 0.395954 loss: 1.695998 eta: 17:22:33 batch_cost: 0.8074 data_cost: 0.0003 ips: 59.4488 images/s [03/13 13:46:18] ppdet.engine INFO: Epoch: [176] [440/610] learning_rate: 0.087102 loss_vfl: 0.953105 loss_bbox: 0.435673 loss_dfl: 0.418769 loss: 1.779907 eta: 17:22:16 batch_cost: 0.8215 data_cost: 0.0003 ips: 58.4284 images/s [03/13 13:46:36] ppdet.engine INFO: Epoch: [176] [460/610] learning_rate: 0.087062 loss_vfl: 0.936037 loss_bbox: 0.430391 loss_dfl: 0.415985 loss: 1.792870 eta: 17:21:59 batch_cost: 0.8396 data_cost: 0.0010 ips: 57.1706 images/s [03/13 13:46:55] ppdet.engine INFO: Epoch: [176] [480/610] learning_rate: 0.087023 loss_vfl: 0.993272 loss_bbox: 0.447156 loss_dfl: 0.429983 loss: 1.876730 eta: 17:21:43 batch_cost: 0.8541 data_cost: 0.0003 ips: 56.1963 images/s [03/13 13:47:13] ppdet.engine INFO: Epoch: [176] [500/610] learning_rate: 0.086983 loss_vfl: 1.005600 loss_bbox: 0.450923 loss_dfl: 0.429010 loss: 1.891033 eta: 17:21:26 batch_cost: 0.8054 data_cost: 0.0008 ips: 59.5943 images/s [03/13 13:47:31] ppdet.engine INFO: Epoch: [176] [520/610] learning_rate: 0.086943 loss_vfl: 0.944713 loss_bbox: 0.413406 loss_dfl: 0.393315 loss: 1.741876 eta: 17:21:09 batch_cost: 0.7692 data_cost: 0.0005 ips: 62.4039 images/s [03/13 13:47:48] ppdet.engine INFO: Epoch: [176] [540/610] learning_rate: 0.086904 loss_vfl: 0.970242 loss_bbox: 0.429118 loss_dfl: 0.412771 loss: 1.822952 eta: 17:20:51 batch_cost: 0.7666 data_cost: 0.0003 ips: 62.6134 images/s [03/13 13:48:07] ppdet.engine INFO: Epoch: [176] [560/610] learning_rate: 0.086864 loss_vfl: 0.891759 loss_bbox: 0.401494 loss_dfl: 0.379299 loss: 1.675306 eta: 17:20:34 batch_cost: 0.8209 data_cost: 0.0008 ips: 58.4738 images/s [03/13 13:48:24] ppdet.engine INFO: Epoch: [176] [580/610] learning_rate: 0.086824 loss_vfl: 0.955630 loss_bbox: 0.435268 loss_dfl: 0.412119 loss: 1.795134 eta: 17:20:17 batch_cost: 0.7534 data_cost: 0.0004 ips: 63.7093 images/s [03/13 13:48:41] ppdet.engine INFO: Epoch: [176] [600/610] learning_rate: 0.086785 loss_vfl: 0.981675 loss_bbox: 0.445802 loss_dfl: 0.420219 loss: 1.846362 eta: 17:19:59 batch_cost: 0.7758 data_cost: 0.0004 ips: 61.8751 images/s [03/13 13:48:57] ppdet.engine INFO: Epoch: [177] [ 0/610] learning_rate: 0.086765 loss_vfl: 0.960835 loss_bbox: 0.448873 loss_dfl: 0.416398 loss: 1.829502 eta: 17:19:54 batch_cost: 1.0395 data_cost: 0.1578 ips: 46.1741 images/s [03/13 13:49:15] ppdet.engine INFO: Epoch: [177] [ 20/610] learning_rate: 0.086725 loss_vfl: 0.966269 loss_bbox: 0.448138 loss_dfl: 0.422831 loss: 1.822723 eta: 17:19:37 batch_cost: 0.8225 data_cost: 0.0004 ips: 58.3570 images/s [03/13 13:49:34] ppdet.engine INFO: Epoch: [177] [ 40/610] learning_rate: 0.086686 loss_vfl: 0.882241 loss_bbox: 0.405390 loss_dfl: 0.381490 loss: 1.630177 eta: 17:19:21 batch_cost: 0.8289 data_cost: 0.0003 ips: 57.9101 images/s [03/13 13:49:52] ppdet.engine INFO: Epoch: [177] [ 60/610] learning_rate: 0.086646 loss_vfl: 0.967864 loss_bbox: 0.446516 loss_dfl: 0.417634 loss: 1.818389 eta: 17:19:04 batch_cost: 0.7915 data_cost: 0.0004 ips: 60.6478 images/s [03/13 13:50:10] ppdet.engine INFO: Epoch: [177] [ 80/610] learning_rate: 0.086606 loss_vfl: 0.967654 loss_bbox: 0.416963 loss_dfl: 0.399340 loss: 1.820807 eta: 17:18:46 batch_cost: 0.7614 data_cost: 0.0003 ips: 63.0414 images/s [03/13 13:50:27] ppdet.engine INFO: Epoch: [177] [100/610] learning_rate: 0.086567 loss_vfl: 0.988935 loss_bbox: 0.437570 loss_dfl: 0.432857 loss: 1.843136 eta: 17:18:28 batch_cost: 0.7505 data_cost: 0.0003 ips: 63.9536 images/s [03/13 13:50:45] ppdet.engine INFO: Epoch: [177] [120/610] learning_rate: 0.086527 loss_vfl: 0.949220 loss_bbox: 0.413762 loss_dfl: 0.395348 loss: 1.793611 eta: 17:18:11 batch_cost: 0.7657 data_cost: 0.0003 ips: 62.6914 images/s [03/13 13:51:02] ppdet.engine INFO: Epoch: [177] [140/610] learning_rate: 0.086487 loss_vfl: 0.973605 loss_bbox: 0.429501 loss_dfl: 0.413188 loss: 1.808371 eta: 17:17:53 batch_cost: 0.7757 data_cost: 0.0009 ips: 61.8827 images/s [03/13 13:51:20] ppdet.engine INFO: Epoch: [177] [160/610] learning_rate: 0.086448 loss_vfl: 0.960837 loss_bbox: 0.433467 loss_dfl: 0.409415 loss: 1.822775 eta: 17:17:36 batch_cost: 0.7911 data_cost: 0.0003 ips: 60.6722 images/s [03/13 13:51:37] ppdet.engine INFO: Epoch: [177] [180/610] learning_rate: 0.086408 loss_vfl: 0.952376 loss_bbox: 0.412208 loss_dfl: 0.412438 loss: 1.770657 eta: 17:17:19 batch_cost: 0.7808 data_cost: 0.0003 ips: 61.4759 images/s [03/13 13:51:56] ppdet.engine INFO: Epoch: [177] [200/610] learning_rate: 0.086369 loss_vfl: 0.987895 loss_bbox: 0.413968 loss_dfl: 0.415042 loss: 1.814962 eta: 17:17:02 batch_cost: 0.7926 data_cost: 0.0010 ips: 60.5629 images/s [03/13 13:52:13] ppdet.engine INFO: Epoch: [177] [220/610] learning_rate: 0.086329 loss_vfl: 0.949687 loss_bbox: 0.405205 loss_dfl: 0.398026 loss: 1.744762 eta: 17:16:44 batch_cost: 0.7896 data_cost: 0.0003 ips: 60.7915 images/s [03/13 13:52:30] ppdet.engine INFO: Epoch: [177] [240/610] learning_rate: 0.086289 loss_vfl: 0.990430 loss_bbox: 0.438489 loss_dfl: 0.422828 loss: 1.843213 eta: 17:16:27 batch_cost: 0.7613 data_cost: 0.0004 ips: 63.0528 images/s [03/13 13:52:48] ppdet.engine INFO: Epoch: [177] [260/610] learning_rate: 0.086250 loss_vfl: 1.000524 loss_bbox: 0.438512 loss_dfl: 0.412534 loss: 1.860024 eta: 17:16:10 batch_cost: 0.8275 data_cost: 0.0010 ips: 58.0091 images/s [03/13 13:53:07] ppdet.engine INFO: Epoch: [177] [280/610] learning_rate: 0.086210 loss_vfl: 0.920480 loss_bbox: 0.429635 loss_dfl: 0.409310 loss: 1.762572 eta: 17:15:54 batch_cost: 0.8457 data_cost: 0.0008 ips: 56.7554 images/s [03/13 13:53:24] ppdet.engine INFO: Epoch: [177] [300/610] learning_rate: 0.086170 loss_vfl: 0.996931 loss_bbox: 0.449878 loss_dfl: 0.436450 loss: 1.883392 eta: 17:15:36 batch_cost: 0.7927 data_cost: 0.0004 ips: 60.5543 images/s [03/13 13:53:42] ppdet.engine INFO: Epoch: [177] [320/610] learning_rate: 0.086131 loss_vfl: 0.979054 loss_bbox: 0.425301 loss_dfl: 0.431459 loss: 1.833593 eta: 17:15:19 batch_cost: 0.7800 data_cost: 0.0012 ips: 61.5365 images/s [03/13 13:54:00] ppdet.engine INFO: Epoch: [177] [340/610] learning_rate: 0.086091 loss_vfl: 0.983705 loss_bbox: 0.445614 loss_dfl: 0.433282 loss: 1.861503 eta: 17:15:01 batch_cost: 0.7495 data_cost: 0.0010 ips: 64.0395 images/s [03/13 13:54:18] ppdet.engine INFO: Epoch: [177] [360/610] learning_rate: 0.086052 loss_vfl: 0.937204 loss_bbox: 0.415525 loss_dfl: 0.410589 loss: 1.779024 eta: 17:14:44 batch_cost: 0.8048 data_cost: 0.0003 ips: 59.6395 images/s [03/13 13:54:35] ppdet.engine INFO: Epoch: [177] [380/610] learning_rate: 0.086012 loss_vfl: 0.950473 loss_bbox: 0.390049 loss_dfl: 0.400445 loss: 1.729191 eta: 17:14:27 batch_cost: 0.7879 data_cost: 0.0010 ips: 60.9207 images/s [03/13 13:54:54] ppdet.engine INFO: Epoch: [177] [400/610] learning_rate: 0.085973 loss_vfl: 0.988693 loss_bbox: 0.434224 loss_dfl: 0.424185 loss: 1.852230 eta: 17:14:10 batch_cost: 0.8054 data_cost: 0.0003 ips: 59.5967 images/s [03/13 13:55:13] ppdet.engine INFO: Epoch: [177] [420/610] learning_rate: 0.085933 loss_vfl: 0.985789 loss_bbox: 0.440358 loss_dfl: 0.421095 loss: 1.857404 eta: 17:13:54 batch_cost: 0.8424 data_cost: 0.0003 ips: 56.9791 images/s [03/13 13:55:29] ppdet.engine INFO: Epoch: [177] [440/610] learning_rate: 0.085893 loss_vfl: 0.953585 loss_bbox: 0.418111 loss_dfl: 0.405225 loss: 1.802057 eta: 17:13:36 batch_cost: 0.7249 data_cost: 0.0013 ips: 66.2167 images/s [03/13 13:55:47] ppdet.engine INFO: Epoch: [177] [460/610] learning_rate: 0.085854 loss_vfl: 1.008661 loss_bbox: 0.453833 loss_dfl: 0.428776 loss: 1.890272 eta: 17:13:18 batch_cost: 0.7943 data_cost: 0.0003 ips: 60.4306 images/s [03/13 13:56:04] ppdet.engine INFO: Epoch: [177] [480/610] learning_rate: 0.085814 loss_vfl: 0.921592 loss_bbox: 0.413329 loss_dfl: 0.404050 loss: 1.762689 eta: 17:13:01 batch_cost: 0.7403 data_cost: 0.0020 ips: 64.8388 images/s [03/13 13:56:22] ppdet.engine INFO: Epoch: [177] [500/610] learning_rate: 0.085775 loss_vfl: 0.943108 loss_bbox: 0.449024 loss_dfl: 0.422369 loss: 1.805022 eta: 17:12:43 batch_cost: 0.7889 data_cost: 0.0003 ips: 60.8419 images/s [03/13 13:56:40] ppdet.engine INFO: Epoch: [177] [520/610] learning_rate: 0.085735 loss_vfl: 1.023729 loss_bbox: 0.462559 loss_dfl: 0.445877 loss: 1.909882 eta: 17:12:26 batch_cost: 0.7686 data_cost: 0.0003 ips: 62.4547 images/s [03/13 13:56:58] ppdet.engine INFO: Epoch: [177] [540/610] learning_rate: 0.085696 loss_vfl: 0.984474 loss_bbox: 0.422443 loss_dfl: 0.427857 loss: 1.826205 eta: 17:12:09 batch_cost: 0.8014 data_cost: 0.0003 ips: 59.8945 images/s [03/13 13:57:16] ppdet.engine INFO: Epoch: [177] [560/610] learning_rate: 0.085656 loss_vfl: 0.928573 loss_bbox: 0.437303 loss_dfl: 0.412961 loss: 1.777405 eta: 17:11:51 batch_cost: 0.7843 data_cost: 0.0003 ips: 61.2007 images/s [03/13 13:57:33] ppdet.engine INFO: Epoch: [177] [580/610] learning_rate: 0.085617 loss_vfl: 0.957293 loss_bbox: 0.395927 loss_dfl: 0.397623 loss: 1.759350 eta: 17:11:34 batch_cost: 0.7460 data_cost: 0.0004 ips: 64.3471 images/s [03/13 13:57:51] ppdet.engine INFO: Epoch: [177] [600/610] learning_rate: 0.085577 loss_vfl: 0.963651 loss_bbox: 0.411891 loss_dfl: 0.404430 loss: 1.774176 eta: 17:11:16 batch_cost: 0.7754 data_cost: 0.0005 ips: 61.9002 images/s [03/13 13:58:06] ppdet.engine INFO: Epoch: [178] [ 0/610] learning_rate: 0.085557 loss_vfl: 0.975659 loss_bbox: 0.423475 loss_dfl: 0.407148 loss: 1.787763 eta: 17:11:11 batch_cost: 0.9820 data_cost: 0.1511 ips: 48.8792 images/s [03/13 13:58:26] ppdet.engine INFO: Epoch: [178] [ 20/610] learning_rate: 0.085518 loss_vfl: 0.934835 loss_bbox: 0.411628 loss_dfl: 0.395550 loss: 1.736490 eta: 17:10:55 batch_cost: 0.8627 data_cost: 0.0021 ips: 55.6418 images/s [03/13 13:58:45] ppdet.engine INFO: Epoch: [178] [ 40/610] learning_rate: 0.085478 loss_vfl: 1.001880 loss_bbox: 0.461418 loss_dfl: 0.439980 loss: 1.878419 eta: 17:10:39 batch_cost: 0.8969 data_cost: 0.0016 ips: 53.5181 images/s [03/13 13:59:04] ppdet.engine INFO: Epoch: [178] [ 60/610] learning_rate: 0.085439 loss_vfl: 0.923492 loss_bbox: 0.407533 loss_dfl: 0.400176 loss: 1.732946 eta: 17:10:23 batch_cost: 0.8533 data_cost: 0.0003 ips: 56.2552 images/s [03/13 13:59:21] ppdet.engine INFO: Epoch: [178] [ 80/610] learning_rate: 0.085399 loss_vfl: 0.967140 loss_bbox: 0.409495 loss_dfl: 0.410780 loss: 1.778266 eta: 17:10:05 batch_cost: 0.7650 data_cost: 0.0003 ips: 62.7474 images/s [03/13 13:59:40] ppdet.engine INFO: Epoch: [178] [100/610] learning_rate: 0.085360 loss_vfl: 0.968951 loss_bbox: 0.434270 loss_dfl: 0.410924 loss: 1.813107 eta: 17:09:48 batch_cost: 0.8135 data_cost: 0.0003 ips: 59.0043 images/s [03/13 13:59:57] ppdet.engine INFO: Epoch: [178] [120/610] learning_rate: 0.085320 loss_vfl: 0.979388 loss_bbox: 0.425121 loss_dfl: 0.412069 loss: 1.786992 eta: 17:09:31 batch_cost: 0.7768 data_cost: 0.0004 ips: 61.7891 images/s [03/13 14:00:15] ppdet.engine INFO: Epoch: [178] [140/610] learning_rate: 0.085281 loss_vfl: 0.932702 loss_bbox: 0.414484 loss_dfl: 0.406639 loss: 1.759009 eta: 17:09:14 batch_cost: 0.7936 data_cost: 0.0020 ips: 60.4862 images/s [03/13 14:00:34] ppdet.engine INFO: Epoch: [178] [160/610] learning_rate: 0.085241 loss_vfl: 1.004370 loss_bbox: 0.445048 loss_dfl: 0.426109 loss: 1.892709 eta: 17:08:57 batch_cost: 0.8130 data_cost: 0.0004 ips: 59.0414 images/s [03/13 14:00:52] ppdet.engine INFO: Epoch: [178] [180/610] learning_rate: 0.085202 loss_vfl: 0.916634 loss_bbox: 0.408594 loss_dfl: 0.401643 loss: 1.694045 eta: 17:08:40 batch_cost: 0.7977 data_cost: 0.0004 ips: 60.1761 images/s [03/13 14:01:09] ppdet.engine INFO: Epoch: [178] [200/610] learning_rate: 0.085162 loss_vfl: 0.911605 loss_bbox: 0.401948 loss_dfl: 0.397191 loss: 1.714107 eta: 17:08:22 batch_cost: 0.7662 data_cost: 0.0012 ips: 62.6446 images/s [03/13 14:01:29] ppdet.engine INFO: Epoch: [178] [220/610] learning_rate: 0.085123 loss_vfl: 0.934838 loss_bbox: 0.424605 loss_dfl: 0.409352 loss: 1.768570 eta: 17:08:06 batch_cost: 0.8509 data_cost: 0.0003 ips: 56.4086 images/s [03/13 14:01:46] ppdet.engine INFO: Epoch: [178] [240/610] learning_rate: 0.085083 loss_vfl: 0.989490 loss_bbox: 0.449953 loss_dfl: 0.440977 loss: 1.912273 eta: 17:07:49 batch_cost: 0.7916 data_cost: 0.0012 ips: 60.6403 images/s [03/13 14:02:04] ppdet.engine INFO: Epoch: [178] [260/610] learning_rate: 0.085044 loss_vfl: 0.883996 loss_bbox: 0.396411 loss_dfl: 0.381696 loss: 1.657381 eta: 17:07:32 batch_cost: 0.7964 data_cost: 0.0003 ips: 60.2699 images/s [03/13 14:02:23] ppdet.engine INFO: Epoch: [178] [280/610] learning_rate: 0.085004 loss_vfl: 0.968018 loss_bbox: 0.420566 loss_dfl: 0.408287 loss: 1.810326 eta: 17:07:15 batch_cost: 0.8229 data_cost: 0.0003 ips: 58.3283 images/s [03/13 14:02:40] ppdet.engine INFO: Epoch: [178] [300/610] learning_rate: 0.084965 loss_vfl: 0.990126 loss_bbox: 0.421827 loss_dfl: 0.414757 loss: 1.818649 eta: 17:06:57 batch_cost: 0.7789 data_cost: 0.0003 ips: 61.6219 images/s [03/13 14:02:58] ppdet.engine INFO: Epoch: [178] [320/610] learning_rate: 0.084925 loss_vfl: 0.951763 loss_bbox: 0.400159 loss_dfl: 0.390149 loss: 1.728802 eta: 17:06:41 batch_cost: 0.8434 data_cost: 0.0003 ips: 56.9098 images/s [03/13 14:03:15] ppdet.engine INFO: Epoch: [178] [340/610] learning_rate: 0.084886 loss_vfl: 0.965177 loss_bbox: 0.422997 loss_dfl: 0.409641 loss: 1.815751 eta: 17:06:23 batch_cost: 0.7653 data_cost: 0.0003 ips: 62.7232 images/s [03/13 14:03:33] ppdet.engine INFO: Epoch: [178] [360/610] learning_rate: 0.084846 loss_vfl: 0.936930 loss_bbox: 0.421562 loss_dfl: 0.406074 loss: 1.737499 eta: 17:06:06 batch_cost: 0.7801 data_cost: 0.0003 ips: 61.5339 images/s [03/13 14:03:51] ppdet.engine INFO: Epoch: [178] [380/610] learning_rate: 0.084807 loss_vfl: 0.952624 loss_bbox: 0.421693 loss_dfl: 0.414574 loss: 1.793377 eta: 17:05:49 batch_cost: 0.7940 data_cost: 0.0003 ips: 60.4519 images/s [03/13 14:04:09] ppdet.engine INFO: Epoch: [178] [400/610] learning_rate: 0.084767 loss_vfl: 0.935717 loss_bbox: 0.407220 loss_dfl: 0.397199 loss: 1.742421 eta: 17:05:32 batch_cost: 0.7778 data_cost: 0.0003 ips: 61.7088 images/s [03/13 14:04:27] ppdet.engine INFO: Epoch: [178] [420/610] learning_rate: 0.084728 loss_vfl: 0.940068 loss_bbox: 0.398751 loss_dfl: 0.397068 loss: 1.763510 eta: 17:05:14 batch_cost: 0.7892 data_cost: 0.0012 ips: 60.8233 images/s [03/13 14:04:45] ppdet.engine INFO: Epoch: [178] [440/610] learning_rate: 0.084689 loss_vfl: 1.017039 loss_bbox: 0.449939 loss_dfl: 0.438589 loss: 1.911035 eta: 17:04:57 batch_cost: 0.7916 data_cost: 0.0004 ips: 60.6343 images/s [03/13 14:05:03] ppdet.engine INFO: Epoch: [178] [460/610] learning_rate: 0.084649 loss_vfl: 0.992553 loss_bbox: 0.440860 loss_dfl: 0.428166 loss: 1.853631 eta: 17:04:41 batch_cost: 0.8346 data_cost: 0.0004 ips: 57.5126 images/s [03/13 14:05:22] ppdet.engine INFO: Epoch: [178] [480/610] learning_rate: 0.084610 loss_vfl: 0.915092 loss_bbox: 0.390739 loss_dfl: 0.380362 loss: 1.689114 eta: 17:04:24 batch_cost: 0.8056 data_cost: 0.0006 ips: 59.5805 images/s [03/13 14:05:39] ppdet.engine INFO: Epoch: [178] [500/610] learning_rate: 0.084570 loss_vfl: 1.026978 loss_bbox: 0.453920 loss_dfl: 0.436214 loss: 1.933192 eta: 17:04:07 batch_cost: 0.8031 data_cost: 0.0003 ips: 59.7719 images/s [03/13 14:05:58] ppdet.engine INFO: Epoch: [178] [520/610] learning_rate: 0.084531 loss_vfl: 0.946148 loss_bbox: 0.427188 loss_dfl: 0.415499 loss: 1.820548 eta: 17:03:49 batch_cost: 0.7874 data_cost: 0.0012 ips: 60.9629 images/s [03/13 14:06:15] ppdet.engine INFO: Epoch: [178] [540/610] learning_rate: 0.084491 loss_vfl: 0.977404 loss_bbox: 0.437005 loss_dfl: 0.424077 loss: 1.841212 eta: 17:03:32 batch_cost: 0.8024 data_cost: 0.0003 ips: 59.8204 images/s [03/13 14:06:34] ppdet.engine INFO: Epoch: [178] [560/610] learning_rate: 0.084452 loss_vfl: 0.967602 loss_bbox: 0.455350 loss_dfl: 0.439382 loss: 1.865749 eta: 17:03:16 batch_cost: 0.8712 data_cost: 0.0003 ips: 55.0950 images/s [03/13 14:06:52] ppdet.engine INFO: Epoch: [178] [580/610] learning_rate: 0.084413 loss_vfl: 0.935290 loss_bbox: 0.416508 loss_dfl: 0.405172 loss: 1.749281 eta: 17:02:59 batch_cost: 0.7857 data_cost: 0.0003 ips: 61.0893 images/s [03/13 14:07:09] ppdet.engine INFO: Epoch: [178] [600/610] learning_rate: 0.084373 loss_vfl: 0.992022 loss_bbox: 0.460455 loss_dfl: 0.436240 loss: 1.883636 eta: 17:02:41 batch_cost: 0.7475 data_cost: 0.0004 ips: 64.2140 images/s [03/13 14:07:23] ppdet.engine INFO: Epoch: [179] [ 0/610] learning_rate: 0.084353 loss_vfl: 0.971239 loss_bbox: 0.458052 loss_dfl: 0.427612 loss: 1.849059 eta: 17:02:35 batch_cost: 0.9547 data_cost: 0.1562 ips: 50.2755 images/s [03/13 14:07:43] ppdet.engine INFO: Epoch: [179] [ 20/610] learning_rate: 0.084314 loss_vfl: 0.971087 loss_bbox: 0.460005 loss_dfl: 0.435139 loss: 1.853013 eta: 17:02:20 batch_cost: 0.9083 data_cost: 0.0004 ips: 52.8436 images/s [03/13 14:08:02] ppdet.engine INFO: Epoch: [179] [ 40/610] learning_rate: 0.084275 loss_vfl: 0.929797 loss_bbox: 0.402542 loss_dfl: 0.395365 loss: 1.706164 eta: 17:02:03 batch_cost: 0.8496 data_cost: 0.0006 ips: 56.4966 images/s [03/13 14:08:22] ppdet.engine INFO: Epoch: [179] [ 60/610] learning_rate: 0.084235 loss_vfl: 0.985856 loss_bbox: 0.429653 loss_dfl: 0.425337 loss: 1.864973 eta: 17:01:47 batch_cost: 0.8734 data_cost: 0.0016 ips: 54.9575 images/s [03/13 14:08:40] ppdet.engine INFO: Epoch: [179] [ 80/610] learning_rate: 0.084196 loss_vfl: 0.947088 loss_bbox: 0.416804 loss_dfl: 0.415851 loss: 1.770184 eta: 17:01:30 batch_cost: 0.7829 data_cost: 0.0005 ips: 61.3100 images/s [03/13 14:08:58] ppdet.engine INFO: Epoch: [179] [100/610] learning_rate: 0.084156 loss_vfl: 0.934587 loss_bbox: 0.420637 loss_dfl: 0.401978 loss: 1.765509 eta: 17:01:13 batch_cost: 0.8012 data_cost: 0.0013 ips: 59.9097 images/s [03/13 14:09:16] ppdet.engine INFO: Epoch: [179] [120/610] learning_rate: 0.084117 loss_vfl: 0.941893 loss_bbox: 0.411415 loss_dfl: 0.405889 loss: 1.800474 eta: 17:00:56 batch_cost: 0.7855 data_cost: 0.0010 ips: 61.1075 images/s [03/13 14:09:34] ppdet.engine INFO: Epoch: [179] [140/610] learning_rate: 0.084078 loss_vfl: 0.934760 loss_bbox: 0.403609 loss_dfl: 0.392886 loss: 1.729092 eta: 17:00:39 batch_cost: 0.8206 data_cost: 0.0003 ips: 58.4913 images/s [03/13 14:09:52] ppdet.engine INFO: Epoch: [179] [160/610] learning_rate: 0.084038 loss_vfl: 0.937951 loss_bbox: 0.433349 loss_dfl: 0.426022 loss: 1.788430 eta: 17:00:23 batch_cost: 0.8508 data_cost: 0.0003 ips: 56.4202 images/s [03/13 14:10:11] ppdet.engine INFO: Epoch: [179] [180/610] learning_rate: 0.083999 loss_vfl: 0.949959 loss_bbox: 0.412982 loss_dfl: 0.405133 loss: 1.766527 eta: 17:00:06 batch_cost: 0.8127 data_cost: 0.0004 ips: 59.0637 images/s [03/13 14:10:29] ppdet.engine INFO: Epoch: [179] [200/610] learning_rate: 0.083960 loss_vfl: 0.946182 loss_bbox: 0.422577 loss_dfl: 0.408824 loss: 1.784955 eta: 16:59:49 batch_cost: 0.7956 data_cost: 0.0017 ips: 60.3335 images/s [03/13 14:10:46] ppdet.engine INFO: Epoch: [179] [220/610] learning_rate: 0.083920 loss_vfl: 0.978918 loss_bbox: 0.439410 loss_dfl: 0.435152 loss: 1.866381 eta: 16:59:31 batch_cost: 0.7584 data_cost: 0.0003 ips: 63.2922 images/s [03/13 14:11:05] ppdet.engine INFO: Epoch: [179] [240/610] learning_rate: 0.083881 loss_vfl: 0.919185 loss_bbox: 0.419082 loss_dfl: 0.409182 loss: 1.775439 eta: 16:59:14 batch_cost: 0.8376 data_cost: 0.0007 ips: 57.3061 images/s [03/13 14:11:23] ppdet.engine INFO: Epoch: [179] [260/610] learning_rate: 0.083842 loss_vfl: 0.942273 loss_bbox: 0.442039 loss_dfl: 0.414430 loss: 1.807433 eta: 16:58:57 batch_cost: 0.7880 data_cost: 0.0014 ips: 60.9160 images/s [03/13 14:11:40] ppdet.engine INFO: Epoch: [179] [280/610] learning_rate: 0.083802 loss_vfl: 0.961659 loss_bbox: 0.418573 loss_dfl: 0.419408 loss: 1.776754 eta: 16:58:40 batch_cost: 0.7645 data_cost: 0.0003 ips: 62.7861 images/s [03/13 14:11:57] ppdet.engine INFO: Epoch: [179] [300/610] learning_rate: 0.083763 loss_vfl: 0.945471 loss_bbox: 0.407571 loss_dfl: 0.397827 loss: 1.710046 eta: 16:58:22 batch_cost: 0.7680 data_cost: 0.0004 ips: 62.5014 images/s [03/13 14:12:15] ppdet.engine INFO: Epoch: [179] [320/610] learning_rate: 0.083723 loss_vfl: 0.947734 loss_bbox: 0.436499 loss_dfl: 0.415414 loss: 1.798890 eta: 16:58:05 batch_cost: 0.8125 data_cost: 0.0003 ips: 59.0797 images/s [03/13 14:12:33] ppdet.engine INFO: Epoch: [179] [340/610] learning_rate: 0.083684 loss_vfl: 0.954492 loss_bbox: 0.411895 loss_dfl: 0.411578 loss: 1.807879 eta: 16:57:48 batch_cost: 0.8108 data_cost: 0.0003 ips: 59.1978 images/s [03/13 14:12:51] ppdet.engine INFO: Epoch: [179] [360/610] learning_rate: 0.083645 loss_vfl: 0.979815 loss_bbox: 0.430027 loss_dfl: 0.427578 loss: 1.834192 eta: 16:57:31 batch_cost: 0.8066 data_cost: 0.0003 ips: 59.5106 images/s [03/13 14:13:09] ppdet.engine INFO: Epoch: [179] [380/610] learning_rate: 0.083605 loss_vfl: 0.954838 loss_bbox: 0.413712 loss_dfl: 0.416647 loss: 1.805052 eta: 16:57:14 batch_cost: 0.7648 data_cost: 0.0004 ips: 62.7621 images/s [03/13 14:13:27] ppdet.engine INFO: Epoch: [179] [400/610] learning_rate: 0.083566 loss_vfl: 0.941054 loss_bbox: 0.415739 loss_dfl: 0.418452 loss: 1.778246 eta: 16:56:57 batch_cost: 0.7832 data_cost: 0.0011 ips: 61.2855 images/s [03/13 14:13:45] ppdet.engine INFO: Epoch: [179] [420/610] learning_rate: 0.083527 loss_vfl: 0.914289 loss_bbox: 0.421759 loss_dfl: 0.391820 loss: 1.726451 eta: 16:56:40 batch_cost: 0.7970 data_cost: 0.0003 ips: 60.2272 images/s [03/13 14:14:03] ppdet.engine INFO: Epoch: [179] [440/610] learning_rate: 0.083488 loss_vfl: 0.981676 loss_bbox: 0.433210 loss_dfl: 0.418660 loss: 1.838588 eta: 16:56:23 batch_cost: 0.7941 data_cost: 0.0003 ips: 60.4422 images/s [03/13 14:14:21] ppdet.engine INFO: Epoch: [179] [460/610] learning_rate: 0.083448 loss_vfl: 0.943767 loss_bbox: 0.402707 loss_dfl: 0.399721 loss: 1.738527 eta: 16:56:05 batch_cost: 0.7889 data_cost: 0.0011 ips: 60.8456 images/s [03/13 14:14:40] ppdet.engine INFO: Epoch: [179] [480/610] learning_rate: 0.083409 loss_vfl: 0.943216 loss_bbox: 0.421768 loss_dfl: 0.397152 loss: 1.762938 eta: 16:55:48 batch_cost: 0.8104 data_cost: 0.0003 ips: 59.2272 images/s [03/13 14:14:57] ppdet.engine INFO: Epoch: [179] [500/610] learning_rate: 0.083370 loss_vfl: 1.024820 loss_bbox: 0.449403 loss_dfl: 0.435371 loss: 1.896457 eta: 16:55:31 batch_cost: 0.7710 data_cost: 0.0003 ips: 62.2558 images/s [03/13 14:15:15] ppdet.engine INFO: Epoch: [179] [520/610] learning_rate: 0.083330 loss_vfl: 0.965554 loss_bbox: 0.420511 loss_dfl: 0.416584 loss: 1.806157 eta: 16:55:14 batch_cost: 0.7986 data_cost: 0.0003 ips: 60.1089 images/s [03/13 14:15:32] ppdet.engine INFO: Epoch: [179] [540/610] learning_rate: 0.083291 loss_vfl: 1.013586 loss_bbox: 0.448228 loss_dfl: 0.437380 loss: 1.887495 eta: 16:54:56 batch_cost: 0.7404 data_cost: 0.0004 ips: 64.8300 images/s [03/13 14:15:50] ppdet.engine INFO: Epoch: [179] [560/610] learning_rate: 0.083252 loss_vfl: 0.982402 loss_bbox: 0.428119 loss_dfl: 0.414489 loss: 1.827399 eta: 16:54:39 batch_cost: 0.7959 data_cost: 0.0003 ips: 60.3094 images/s [03/13 14:16:08] ppdet.engine INFO: Epoch: [179] [580/610] learning_rate: 0.083212 loss_vfl: 0.927688 loss_bbox: 0.397140 loss_dfl: 0.392778 loss: 1.711473 eta: 16:54:22 batch_cost: 0.7830 data_cost: 0.0004 ips: 61.3059 images/s [03/13 14:16:26] ppdet.engine INFO: Epoch: [179] [600/610] learning_rate: 0.083173 loss_vfl: 0.940247 loss_bbox: 0.428307 loss_dfl: 0.404823 loss: 1.765916 eta: 16:54:04 batch_cost: 0.7616 data_cost: 0.0008 ips: 63.0264 images/s [03/13 14:16:34] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_s_416_coco [03/13 14:16:34] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_s_416_coco [03/13 14:16:34] ppdet.engine INFO: Eval iter: 0 [03/13 14:16:50] ppdet.engine INFO: Eval iter: 100 [03/13 14:17:00] ppdet.engine INFO: Eval iter: 200 [03/13 14:17:10] ppdet.engine INFO: Eval iter: 300 [03/13 14:17:20] ppdet.engine INFO: Eval iter: 400 [03/13 14:17:29] ppdet.engine INFO: Eval iter: 500 [03/13 14:17:39] ppdet.engine INFO: Eval iter: 600 [03/13 14:17:56] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json. loading annotations into memory... Done (t=0.65s) creating index... index created! [03/13 14:17:56] ppdet.metrics.coco_utils INFO: Start evaluate... Loading and preparing results... DONE (t=4.82s) creating index... index created! Running per image evaluation... Evaluate annotation type *bbox* DONE (t=96.15s). Accumulating evaluation results... DONE (t=17.93s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.312 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.457 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.330 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.111 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.328 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.518 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.280 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.446 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.476 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.197 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.537 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.731 [03/13 14:19:57] ppdet.engine INFO: Total sample number: 4952, averge FPS: 72.69575700237634 [03/13 14:19:58] ppdet.engine INFO: Best test bbox ap is 0.312. [03/13 14:19:58] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_s_416_coco [03/13 14:19:58] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_s_416_coco [03/13 14:19:58] ppdet.engine INFO: Epoch: [180] [ 0/610] learning_rate: 0.083154 loss_vfl: 0.940247 loss_bbox: 0.413223 loss_dfl: 0.400336 loss: 1.758953 eta: 16:53:54 batch_cost: 0.6812 data_cost: 0.0008 ips: 70.4602 images/s [03/13 14:20:17] ppdet.engine INFO: Epoch: [180] [ 20/610] learning_rate: 0.083114 loss_vfl: 0.991967 loss_bbox: 0.441109 loss_dfl: 0.426002 loss: 1.858618 eta: 16:53:38 batch_cost: 0.8357 data_cost: 0.0002 ips: 57.4356 images/s [03/13 14:20:35] ppdet.engine INFO: Epoch: [180] [ 40/610] learning_rate: 0.083075 loss_vfl: 0.980900 loss_bbox: 0.425102 loss_dfl: 0.424149 loss: 1.847158 eta: 16:53:21 batch_cost: 0.7914 data_cost: 0.0003 ips: 60.6495 images/s [03/13 14:20:55] ppdet.engine INFO: Epoch: [180] [ 60/610] learning_rate: 0.083036 loss_vfl: 0.923349 loss_bbox: 0.423580 loss_dfl: 0.417073 loss: 1.769752 eta: 16:53:04 batch_cost: 0.8401 data_cost: 0.0003 ips: 57.1373 images/s [03/13 14:21:12] ppdet.engine INFO: Epoch: [180] [ 80/610] learning_rate: 0.082996 loss_vfl: 0.966148 loss_bbox: 0.439973 loss_dfl: 0.419446 loss: 1.804752 eta: 16:52:47 batch_cost: 0.7639 data_cost: 0.0003 ips: 62.8376 images/s [03/13 14:21:30] ppdet.engine INFO: Epoch: [180] [100/610] learning_rate: 0.082957 loss_vfl: 0.970461 loss_bbox: 0.422507 loss_dfl: 0.429418 loss: 1.816206 eta: 16:52:29 batch_cost: 0.7658 data_cost: 0.0007 ips: 62.6822 images/s [03/13 14:21:47] ppdet.engine INFO: Epoch: [180] [120/610] learning_rate: 0.082918 loss_vfl: 0.945503 loss_bbox: 0.423855 loss_dfl: 0.422512 loss: 1.779921 eta: 16:52:12 batch_cost: 0.7726 data_cost: 0.0003 ips: 62.1266 images/s [03/13 14:22:05] ppdet.engine INFO: Epoch: [180] [140/610] learning_rate: 0.082879 loss_vfl: 0.919133 loss_bbox: 0.424739 loss_dfl: 0.397404 loss: 1.745278 eta: 16:51:55 batch_cost: 0.8173 data_cost: 0.0003 ips: 58.7298 images/s [03/13 14:22:23] ppdet.engine INFO: Epoch: [180] [160/610] learning_rate: 0.082839 loss_vfl: 1.003292 loss_bbox: 0.435018 loss_dfl: 0.423534 loss: 1.835389 eta: 16:51:38 batch_cost: 0.7745 data_cost: 0.0003 ips: 61.9765 images/s [03/13 14:22:41] ppdet.engine INFO: Epoch: [180] [180/610] learning_rate: 0.082800 loss_vfl: 0.982614 loss_bbox: 0.423685 loss_dfl: 0.415891 loss: 1.814867 eta: 16:51:21 batch_cost: 0.8106 data_cost: 0.0003 ips: 59.2157 images/s [03/13 14:22:59] ppdet.engine INFO: Epoch: [180] [200/610] learning_rate: 0.082761 loss_vfl: 1.050845 loss_bbox: 0.451966 loss_dfl: 0.435887 loss: 1.949510 eta: 16:51:03 batch_cost: 0.7863 data_cost: 0.0009 ips: 61.0416 images/s [03/13 14:23:16] ppdet.engine INFO: Epoch: [180] [220/610] learning_rate: 0.082722 loss_vfl: 0.947454 loss_bbox: 0.429532 loss_dfl: 0.408393 loss: 1.773707 eta: 16:50:46 batch_cost: 0.7669 data_cost: 0.0003 ips: 62.5862 images/s [03/13 14:23:34] ppdet.engine INFO: Epoch: [180] [240/610] learning_rate: 0.082683 loss_vfl: 0.998371 loss_bbox: 0.413927 loss_dfl: 0.407041 loss: 1.816562 eta: 16:50:29 batch_cost: 0.7880 data_cost: 0.0008 ips: 60.9099 images/s [03/13 14:23:52] ppdet.engine INFO: Epoch: [180] [260/610] learning_rate: 0.082643 loss_vfl: 0.946894 loss_bbox: 0.427115 loss_dfl: 0.414981 loss: 1.779782 eta: 16:50:12 batch_cost: 0.8230 data_cost: 0.0003 ips: 58.3224 images/s [03/13 14:24:11] ppdet.engine INFO: Epoch: [180] [280/610] learning_rate: 0.082604 loss_vfl: 0.978235 loss_bbox: 0.431591 loss_dfl: 0.421617 loss: 1.821184 eta: 16:49:55 batch_cost: 0.8109 data_cost: 0.0003 ips: 59.1900 images/s [03/13 14:24:29] ppdet.engine INFO: Epoch: [180] [300/610] learning_rate: 0.082565 loss_vfl: 0.955790 loss_bbox: 0.427115 loss_dfl: 0.424510 loss: 1.847528 eta: 16:49:38 batch_cost: 0.7848 data_cost: 0.0003 ips: 61.1651 images/s [03/13 14:24:47] ppdet.engine INFO: Epoch: [180] [320/610] learning_rate: 0.082526 loss_vfl: 0.969943 loss_bbox: 0.437071 loss_dfl: 0.421976 loss: 1.808345 eta: 16:49:21 batch_cost: 0.7755 data_cost: 0.0011 ips: 61.8969 images/s [03/13 14:25:05] ppdet.engine INFO: Epoch: [180] [340/610] learning_rate: 0.082486 loss_vfl: 0.953264 loss_bbox: 0.415742 loss_dfl: 0.404382 loss: 1.765325 eta: 16:49:04 batch_cost: 0.8035 data_cost: 0.0003 ips: 59.7384 images/s [03/13 14:25:22] ppdet.engine INFO: Epoch: [180] [360/610] learning_rate: 0.082447 loss_vfl: 0.943457 loss_bbox: 0.424951 loss_dfl: 0.412234 loss: 1.787604 eta: 16:48:46 batch_cost: 0.7480 data_cost: 0.0009 ips: 64.1678 images/s [03/13 14:25:40] ppdet.engine INFO: Epoch: [180] [380/610] learning_rate: 0.082408 loss_vfl: 0.986113 loss_bbox: 0.448090 loss_dfl: 0.419676 loss: 1.856874 eta: 16:48:29 batch_cost: 0.7963 data_cost: 0.0003 ips: 60.2799 images/s [03/13 14:25:57] ppdet.engine INFO: Epoch: [180] [400/610] learning_rate: 0.082369 loss_vfl: 0.989282 loss_bbox: 0.445857 loss_dfl: 0.430340 loss: 1.871474 eta: 16:48:11 batch_cost: 0.7516 data_cost: 0.0003 ips: 63.8619 images/s [03/13 14:26:15] ppdet.engine INFO: Epoch: [180] [420/610] learning_rate: 0.082330 loss_vfl: 0.983314 loss_bbox: 0.441584 loss_dfl: 0.431314 loss: 1.862759 eta: 16:47:54 batch_cost: 0.7722 data_cost: 0.0003 ips: 62.1632 images/s [03/13 14:26:33] ppdet.engine INFO: Epoch: [180] [440/610] learning_rate: 0.082291 loss_vfl: 0.973100 loss_bbox: 0.422857 loss_dfl: 0.420407 loss: 1.813295 eta: 16:47:37 batch_cost: 0.7988 data_cost: 0.0003 ips: 60.0871 images/s [03/13 14:26:50] ppdet.engine INFO: Epoch: [180] [460/610] learning_rate: 0.082251 loss_vfl: 0.994994 loss_bbox: 0.448024 loss_dfl: 0.433565 loss: 1.888548 eta: 16:47:20 batch_cost: 0.7958 data_cost: 0.0003 ips: 60.3135 images/s [03/13 14:27:09] ppdet.engine INFO: Epoch: [180] [480/610] learning_rate: 0.082212 loss_vfl: 0.971751 loss_bbox: 0.420814 loss_dfl: 0.426098 loss: 1.836462 eta: 16:47:03 batch_cost: 0.8348 data_cost: 0.0009 ips: 57.5008 images/s [03/13 14:27:27] ppdet.engine INFO: Epoch: [180] [500/610] learning_rate: 0.082173 loss_vfl: 0.912815 loss_bbox: 0.399662 loss_dfl: 0.404832 loss: 1.740554 eta: 16:46:46 batch_cost: 0.8105 data_cost: 0.0003 ips: 59.2230 images/s [03/13 14:27:45] ppdet.engine INFO: Epoch: [180] [520/610] learning_rate: 0.082134 loss_vfl: 0.990791 loss_bbox: 0.449656 loss_dfl: 0.425207 loss: 1.872240 eta: 16:46:29 batch_cost: 0.7556 data_cost: 0.0003 ips: 63.5294 images/s [03/13 14:28:03] ppdet.engine INFO: Epoch: [180] [540/610] learning_rate: 0.082095 loss_vfl: 0.906267 loss_bbox: 0.402310 loss_dfl: 0.390339 loss: 1.695215 eta: 16:46:12 batch_cost: 0.8059 data_cost: 0.0003 ips: 59.5592 images/s [03/13 14:28:21] ppdet.engine INFO: Epoch: [180] [560/610] learning_rate: 0.082056 loss_vfl: 0.953416 loss_bbox: 0.419512 loss_dfl: 0.405729 loss: 1.773164 eta: 16:45:55 batch_cost: 0.7982 data_cost: 0.0003 ips: 60.1332 images/s [03/13 14:28:40] ppdet.engine INFO: Epoch: [180] [580/610] learning_rate: 0.082016 loss_vfl: 0.931087 loss_bbox: 0.414806 loss_dfl: 0.407914 loss: 1.753980 eta: 16:45:38 batch_cost: 0.8395 data_cost: 0.0005 ips: 57.1754 images/s [03/13 14:28:58] ppdet.engine INFO: Epoch: [180] [600/610] learning_rate: 0.081977 loss_vfl: 0.976273 loss_bbox: 0.435575 loss_dfl: 0.422282 loss: 1.832327 eta: 16:45:21 batch_cost: 0.8080 data_cost: 0.0003 ips: 59.4071 images/s [03/13 14:29:12] ppdet.engine INFO: Epoch: [181] [ 0/610] learning_rate: 0.081958 loss_vfl: 0.965807 loss_bbox: 0.429680 loss_dfl: 0.408930 loss: 1.801631 eta: 16:45:15 batch_cost: 1.0001 data_cost: 0.1686 ips: 47.9935 images/s [03/13 14:29:33] ppdet.engine INFO: Epoch: [181] [ 20/610] learning_rate: 0.081919 loss_vfl: 0.989034 loss_bbox: 0.434252 loss_dfl: 0.423825 loss: 1.835814 eta: 16:45:00 batch_cost: 0.9183 data_cost: 0.0004 ips: 52.2707 images/s [03/13 14:29:50] ppdet.engine INFO: Epoch: [181] [ 40/610] learning_rate: 0.081879 loss_vfl: 0.927766 loss_bbox: 0.423950 loss_dfl: 0.404033 loss: 1.760839 eta: 16:44:42 batch_cost: 0.7720 data_cost: 0.0006 ips: 62.1792 images/s [03/13 14:30:08] ppdet.engine INFO: Epoch: [181] [ 60/610] learning_rate: 0.081840 loss_vfl: 0.988045 loss_bbox: 0.433165 loss_dfl: 0.434423 loss: 1.838542 eta: 16:44:25 batch_cost: 0.7894 data_cost: 0.0005 ips: 60.8030 images/s [03/13 14:30:27] ppdet.engine INFO: Epoch: [181] [ 80/610] learning_rate: 0.081801 loss_vfl: 0.923526 loss_bbox: 0.378973 loss_dfl: 0.386241 loss: 1.673008 eta: 16:44:09 batch_cost: 0.8513 data_cost: 0.0005 ips: 56.3814 images/s [03/13 14:30:45] ppdet.engine INFO: Epoch: [181] [100/610] learning_rate: 0.081762 loss_vfl: 0.976066 loss_bbox: 0.442448 loss_dfl: 0.442287 loss: 1.853206 eta: 16:43:51 batch_cost: 0.7619 data_cost: 0.0012 ips: 63.0039 images/s [03/13 14:31:03] ppdet.engine INFO: Epoch: [181] [120/610] learning_rate: 0.081723 loss_vfl: 0.925162 loss_bbox: 0.383643 loss_dfl: 0.389838 loss: 1.696792 eta: 16:43:34 batch_cost: 0.8120 data_cost: 0.0006 ips: 59.1118 images/s [03/13 14:31:20] ppdet.engine INFO: Epoch: [181] [140/610] learning_rate: 0.081684 loss_vfl: 0.920793 loss_bbox: 0.422569 loss_dfl: 0.414301 loss: 1.751836 eta: 16:43:17 batch_cost: 0.7574 data_cost: 0.0005 ips: 63.3713 images/s [03/13 14:31:38] ppdet.engine INFO: Epoch: [181] [160/610] learning_rate: 0.081645 loss_vfl: 0.838703 loss_bbox: 0.381430 loss_dfl: 0.370297 loss: 1.609470 eta: 16:43:00 batch_cost: 0.7951 data_cost: 0.0004 ips: 60.3694 images/s [03/13 14:31:55] ppdet.engine INFO: Epoch: [181] [180/610] learning_rate: 0.081606 loss_vfl: 0.921662 loss_bbox: 0.404636 loss_dfl: 0.394646 loss: 1.717866 eta: 16:42:42 batch_cost: 0.7634 data_cost: 0.0012 ips: 62.8738 images/s [03/13 14:32:13] ppdet.engine INFO: Epoch: [181] [200/610] learning_rate: 0.081567 loss_vfl: 0.956417 loss_bbox: 0.436118 loss_dfl: 0.422733 loss: 1.826334 eta: 16:42:25 batch_cost: 0.7825 data_cost: 0.0008 ips: 61.3451 images/s [03/13 14:32:32] ppdet.engine INFO: Epoch: [181] [220/610] learning_rate: 0.081527 loss_vfl: 0.911784 loss_bbox: 0.406422 loss_dfl: 0.395541 loss: 1.707515 eta: 16:42:08 batch_cost: 0.8005 data_cost: 0.0003 ips: 59.9620 images/s [03/13 14:32:50] ppdet.engine INFO: Epoch: [181] [240/610] learning_rate: 0.081488 loss_vfl: 0.970667 loss_bbox: 0.421074 loss_dfl: 0.418097 loss: 1.801991 eta: 16:41:51 batch_cost: 0.8220 data_cost: 0.0003 ips: 58.3937 images/s [03/13 14:33:08] ppdet.engine INFO: Epoch: [181] [260/610] learning_rate: 0.081449 loss_vfl: 1.015544 loss_bbox: 0.431454 loss_dfl: 0.424157 loss: 1.904898 eta: 16:41:34 batch_cost: 0.7955 data_cost: 0.0009 ips: 60.3416 images/s [03/13 14:33:26] ppdet.engine INFO: Epoch: [181] [280/610] learning_rate: 0.081410 loss_vfl: 1.004508 loss_bbox: 0.455362 loss_dfl: 0.435079 loss: 1.917884 eta: 16:41:17 batch_cost: 0.8196 data_cost: 0.0013 ips: 58.5675 images/s [03/13 14:33:44] ppdet.engine INFO: Epoch: [181] [300/610] learning_rate: 0.081371 loss_vfl: 0.967711 loss_bbox: 0.423203 loss_dfl: 0.404643 loss: 1.778266 eta: 16:41:00 batch_cost: 0.7811 data_cost: 0.0017 ips: 61.4483 images/s [03/13 14:34:02] ppdet.engine INFO: Epoch: [181] [320/610] learning_rate: 0.081332 loss_vfl: 1.006370 loss_bbox: 0.435391 loss_dfl: 0.427715 loss: 1.857544 eta: 16:40:44 batch_cost: 0.8305 data_cost: 0.0003 ips: 57.7991 images/s [03/13 14:34:21] ppdet.engine INFO: Epoch: [181] [340/610] learning_rate: 0.081293 loss_vfl: 0.935843 loss_bbox: 0.416291 loss_dfl: 0.410199 loss: 1.776446 eta: 16:40:27 batch_cost: 0.8270 data_cost: 0.0003 ips: 58.0393 images/s [03/13 14:34:39] ppdet.engine INFO: Epoch: [181] [360/610] learning_rate: 0.081254 loss_vfl: 0.931720 loss_bbox: 0.414513 loss_dfl: 0.401805 loss: 1.755112 eta: 16:40:10 batch_cost: 0.7925 data_cost: 0.0025 ips: 60.5666 images/s [03/13 14:34:56] ppdet.engine INFO: Epoch: [181] [380/610] learning_rate: 0.081215 loss_vfl: 0.921373 loss_bbox: 0.424663 loss_dfl: 0.405182 loss: 1.775909 eta: 16:39:52 batch_cost: 0.7750 data_cost: 0.0009 ips: 61.9383 images/s [03/13 14:35:15] ppdet.engine INFO: Epoch: [181] [400/610] learning_rate: 0.081176 loss_vfl: 0.982097 loss_bbox: 0.450468 loss_dfl: 0.427149 loss: 1.857909 eta: 16:39:36 batch_cost: 0.8351 data_cost: 0.0003 ips: 57.4788 images/s [03/13 14:35:33] ppdet.engine INFO: Epoch: [181] [420/610] learning_rate: 0.081137 loss_vfl: 0.947772 loss_bbox: 0.413225 loss_dfl: 0.399193 loss: 1.762033 eta: 16:39:19 batch_cost: 0.8164 data_cost: 0.0003 ips: 58.7948 images/s [03/13 14:35:51] ppdet.engine INFO: Epoch: [181] [440/610] learning_rate: 0.081098 loss_vfl: 0.970967 loss_bbox: 0.439650 loss_dfl: 0.432342 loss: 1.866836 eta: 16:39:02 batch_cost: 0.7742 data_cost: 0.0003 ips: 62.0025 images/s [03/13 14:36:08] ppdet.engine INFO: Epoch: [181] [460/610] learning_rate: 0.081059 loss_vfl: 0.920921 loss_bbox: 0.409347 loss_dfl: 0.405495 loss: 1.714146 eta: 16:38:45 batch_cost: 0.7873 data_cost: 0.0009 ips: 60.9651 images/s [03/13 14:36:26] ppdet.engine INFO: Epoch: [181] [480/610] learning_rate: 0.081020 loss_vfl: 0.961900 loss_bbox: 0.410208 loss_dfl: 0.398789 loss: 1.744454 eta: 16:38:28 batch_cost: 0.8097 data_cost: 0.0003 ips: 59.2825 images/s [03/13 14:36:45] ppdet.engine INFO: Epoch: [181] [500/610] learning_rate: 0.080981 loss_vfl: 0.981275 loss_bbox: 0.427367 loss_dfl: 0.422664 loss: 1.806432 eta: 16:38:11 batch_cost: 0.8196 data_cost: 0.0043 ips: 58.5656 images/s [03/13 14:37:04] ppdet.engine INFO: Epoch: [181] [520/610] learning_rate: 0.080942 loss_vfl: 0.919623 loss_bbox: 0.416198 loss_dfl: 0.397431 loss: 1.743945 eta: 16:37:54 batch_cost: 0.8425 data_cost: 0.0003 ips: 56.9759 images/s [03/13 14:37:21] ppdet.engine INFO: Epoch: [181] [540/610] learning_rate: 0.080903 loss_vfl: 0.968965 loss_bbox: 0.411128 loss_dfl: 0.413212 loss: 1.788939 eta: 16:37:37 batch_cost: 0.7684 data_cost: 0.0013 ips: 62.4714 images/s [03/13 14:37:38] ppdet.engine INFO: Epoch: [181] [560/610] learning_rate: 0.080864 loss_vfl: 0.967640 loss_bbox: 0.436496 loss_dfl: 0.420635 loss: 1.822452 eta: 16:37:20 batch_cost: 0.8002 data_cost: 0.0003 ips: 59.9855 images/s [03/13 14:37:56] ppdet.engine INFO: Epoch: [181] [580/610] learning_rate: 0.080825 loss_vfl: 0.967701 loss_bbox: 0.427171 loss_dfl: 0.421319 loss: 1.813987 eta: 16:37:03 batch_cost: 0.7752 data_cost: 0.0003 ips: 61.9167 images/s [03/13 14:38:13] ppdet.engine INFO: Epoch: [181] [600/610] learning_rate: 0.080786 loss_vfl: 0.960463 loss_bbox: 0.431493 loss_dfl: 0.406962 loss: 1.819984 eta: 16:36:45 batch_cost: 0.7481 data_cost: 0.0016 ips: 64.1599 images/s [03/13 14:38:25] ppdet.engine INFO: Epoch: [182] [ 0/610] learning_rate: 0.080766 loss_vfl: 0.955182 loss_bbox: 0.443856 loss_dfl: 0.419664 loss: 1.837032 eta: 16:36:38 batch_cost: 0.8765 data_cost: 0.1590 ips: 54.7606 images/s [03/13 14:38:47] ppdet.engine INFO: Epoch: [182] [ 20/610] learning_rate: 0.080727 loss_vfl: 0.976457 loss_bbox: 0.437630 loss_dfl: 0.413025 loss: 1.822390 eta: 16:36:23 batch_cost: 0.9909 data_cost: 0.1131 ips: 48.4386 images/s [03/13 14:39:06] ppdet.engine INFO: Epoch: [182] [ 40/610] learning_rate: 0.080688 loss_vfl: 0.950966 loss_bbox: 0.431045 loss_dfl: 0.423330 loss: 1.822448 eta: 16:36:06 batch_cost: 0.8040 data_cost: 0.0003 ips: 59.7048 images/s [03/13 14:39:24] ppdet.engine INFO: Epoch: [182] [ 60/610] learning_rate: 0.080649 loss_vfl: 0.980726 loss_bbox: 0.417948 loss_dfl: 0.408206 loss: 1.772435 eta: 16:35:49 batch_cost: 0.7632 data_cost: 0.0003 ips: 62.8954 images/s [03/13 14:39:41] ppdet.engine INFO: Epoch: [182] [ 80/610] learning_rate: 0.080610 loss_vfl: 0.999363 loss_bbox: 0.453620 loss_dfl: 0.440176 loss: 1.917030 eta: 16:35:32 batch_cost: 0.8011 data_cost: 0.0004 ips: 59.9198 images/s [03/13 14:40:00] ppdet.engine INFO: Epoch: [182] [100/610] learning_rate: 0.080571 loss_vfl: 0.965193 loss_bbox: 0.435268 loss_dfl: 0.429415 loss: 1.861007 eta: 16:35:15 batch_cost: 0.8247 data_cost: 0.0004 ips: 58.2035 images/s [03/13 14:40:18] ppdet.engine INFO: Epoch: [182] [120/610] learning_rate: 0.080532 loss_vfl: 1.001426 loss_bbox: 0.428374 loss_dfl: 0.414529 loss: 1.822194 eta: 16:34:59 batch_cost: 0.8317 data_cost: 0.0004 ips: 57.7154 images/s [03/13 14:40:35] ppdet.engine INFO: Epoch: [182] [140/610] learning_rate: 0.080493 loss_vfl: 0.942186 loss_bbox: 0.419815 loss_dfl: 0.410698 loss: 1.771799 eta: 16:34:41 batch_cost: 0.7595 data_cost: 0.0005 ips: 63.1962 images/s [03/13 14:40:54] ppdet.engine INFO: Epoch: [182] [160/610] learning_rate: 0.080454 loss_vfl: 0.917563 loss_bbox: 0.397235 loss_dfl: 0.388473 loss: 1.738888 eta: 16:34:24 batch_cost: 0.8159 data_cost: 0.0022 ips: 58.8279 images/s [03/13 14:41:12] ppdet.engine INFO: Epoch: [182] [180/610] learning_rate: 0.080415 loss_vfl: 0.942746 loss_bbox: 0.417672 loss_dfl: 0.403382 loss: 1.762373 eta: 16:34:08 batch_cost: 0.8305 data_cost: 0.0010 ips: 57.7974 images/s [03/13 14:41:30] ppdet.engine INFO: Epoch: [182] [200/610] learning_rate: 0.080376 loss_vfl: 0.936874 loss_bbox: 0.419005 loss_dfl: 0.416210 loss: 1.776314 eta: 16:33:50 batch_cost: 0.7696 data_cost: 0.0003 ips: 62.3698 images/s [03/13 14:41:47] ppdet.engine INFO: Epoch: [182] [220/610] learning_rate: 0.080337 loss_vfl: 0.969976 loss_bbox: 0.445128 loss_dfl: 0.429180 loss: 1.839477 eta: 16:33:33 batch_cost: 0.7865 data_cost: 0.0004 ips: 61.0317 images/s [03/13 14:42:05] ppdet.engine INFO: Epoch: [182] [240/610] learning_rate: 0.080298 loss_vfl: 0.963358 loss_bbox: 0.427189 loss_dfl: 0.417429 loss: 1.810784 eta: 16:33:16 batch_cost: 0.7933 data_cost: 0.0003 ips: 60.5033 images/s [03/13 14:42:22] ppdet.engine INFO: Epoch: [182] [260/610] learning_rate: 0.080259 loss_vfl: 0.991747 loss_bbox: 0.430722 loss_dfl: 0.420762 loss: 1.822009 eta: 16:32:58 batch_cost: 0.7362 data_cost: 0.0003 ips: 65.1970 images/s [03/13 14:42:40] ppdet.engine INFO: Epoch: [182] [280/610] learning_rate: 0.080220 loss_vfl: 0.924578 loss_bbox: 0.393441 loss_dfl: 0.391086 loss: 1.716389 eta: 16:32:41 batch_cost: 0.7637 data_cost: 0.0003 ips: 62.8551 images/s [03/13 14:42:58] ppdet.engine INFO: Epoch: [182] [300/610] learning_rate: 0.080182 loss_vfl: 0.903438 loss_bbox: 0.398365 loss_dfl: 0.384248 loss: 1.678819 eta: 16:32:24 batch_cost: 0.8395 data_cost: 0.0003 ips: 57.1750 images/s [03/13 14:43:16] ppdet.engine INFO: Epoch: [182] [320/610] learning_rate: 0.080143 loss_vfl: 0.951221 loss_bbox: 0.398523 loss_dfl: 0.406306 loss: 1.781965 eta: 16:32:07 batch_cost: 0.7739 data_cost: 0.0003 ips: 62.0246 images/s [03/13 14:43:35] ppdet.engine INFO: Epoch: [182] [340/610] learning_rate: 0.080104 loss_vfl: 0.914886 loss_bbox: 0.433895 loss_dfl: 0.401677 loss: 1.744885 eta: 16:31:50 batch_cost: 0.8347 data_cost: 0.0003 ips: 57.5058 images/s [03/13 14:43:53] ppdet.engine INFO: Epoch: [182] [360/610] learning_rate: 0.080065 loss_vfl: 0.909644 loss_bbox: 0.411337 loss_dfl: 0.387673 loss: 1.713328 eta: 16:31:33 batch_cost: 0.7579 data_cost: 0.0003 ips: 63.3295 images/s [03/13 14:44:11] ppdet.engine INFO: Epoch: [182] [380/610] learning_rate: 0.080026 loss_vfl: 0.947838 loss_bbox: 0.445094 loss_dfl: 0.417562 loss: 1.812145 eta: 16:31:16 batch_cost: 0.8016 data_cost: 0.0003 ips: 59.8791 images/s [03/13 14:44:29] ppdet.engine INFO: Epoch: [182] [400/610] learning_rate: 0.079987 loss_vfl: 0.962072 loss_bbox: 0.423969 loss_dfl: 0.405566 loss: 1.817791 eta: 16:30:59 batch_cost: 0.8077 data_cost: 0.0003 ips: 59.4266 images/s [03/13 14:44:48] ppdet.engine INFO: Epoch: [182] [420/610] learning_rate: 0.079948 loss_vfl: 0.969087 loss_bbox: 0.438580 loss_dfl: 0.417901 loss: 1.833350 eta: 16:30:42 batch_cost: 0.8503 data_cost: 0.0003 ips: 56.4528 images/s [03/13 14:45:06] ppdet.engine INFO: Epoch: [182] [440/610] learning_rate: 0.079909 loss_vfl: 0.948266 loss_bbox: 0.428465 loss_dfl: 0.405376 loss: 1.783445 eta: 16:30:26 batch_cost: 0.8274 data_cost: 0.0003 ips: 58.0155 images/s [03/13 14:45:24] ppdet.engine INFO: Epoch: [182] [460/610] learning_rate: 0.079870 loss_vfl: 0.987560 loss_bbox: 0.428923 loss_dfl: 0.423347 loss: 1.858277 eta: 16:30:09 batch_cost: 0.7891 data_cost: 0.0003 ips: 60.8313 images/s [03/13 14:45:42] ppdet.engine INFO: Epoch: [182] [480/610] learning_rate: 0.079831 loss_vfl: 0.967270 loss_bbox: 0.436387 loss_dfl: 0.430282 loss: 1.856252 eta: 16:29:52 batch_cost: 0.8126 data_cost: 0.0003 ips: 59.0718 images/s [03/13 14:46:00] ppdet.engine INFO: Epoch: [182] [500/610] learning_rate: 0.079792 loss_vfl: 0.936181 loss_bbox: 0.424532 loss_dfl: 0.402355 loss: 1.780993 eta: 16:29:35 batch_cost: 0.7841 data_cost: 0.0003 ips: 61.2156 images/s [03/13 14:46:17] ppdet.engine INFO: Epoch: [182] [520/610] learning_rate: 0.079754 loss_vfl: 0.924246 loss_bbox: 0.408658 loss_dfl: 0.395506 loss: 1.724750 eta: 16:29:18 batch_cost: 0.8023 data_cost: 0.0003 ips: 59.8294 images/s [03/13 14:46:36] ppdet.engine INFO: Epoch: [182] [540/610] learning_rate: 0.079715 loss_vfl: 0.939262 loss_bbox: 0.430019 loss_dfl: 0.411823 loss: 1.764532 eta: 16:29:01 batch_cost: 0.8243 data_cost: 0.0003 ips: 58.2292 images/s [03/13 14:46:54] ppdet.engine INFO: Epoch: [182] [560/610] learning_rate: 0.079676 loss_vfl: 0.940255 loss_bbox: 0.453998 loss_dfl: 0.424735 loss: 1.801296 eta: 16:28:44 batch_cost: 0.8413 data_cost: 0.0003 ips: 57.0567 images/s [03/13 14:47:11] ppdet.engine INFO: Epoch: [182] [580/610] learning_rate: 0.079637 loss_vfl: 0.975699 loss_bbox: 0.429064 loss_dfl: 0.413476 loss: 1.812162 eta: 16:28:27 batch_cost: 0.7457 data_cost: 0.0003 ips: 64.3683 images/s [03/13 14:47:28] ppdet.engine INFO: Epoch: [182] [600/610] learning_rate: 0.079598 loss_vfl: 0.921971 loss_bbox: 0.406575 loss_dfl: 0.405882 loss: 1.721722 eta: 16:28:09 batch_cost: 0.7324 data_cost: 0.0004 ips: 65.5410 images/s [03/13 14:47:43] ppdet.engine INFO: Epoch: [183] [ 0/610] learning_rate: 0.079579 loss_vfl: 0.965805 loss_bbox: 0.440974 loss_dfl: 0.428961 loss: 1.852655 eta: 16:28:03 batch_cost: 0.9695 data_cost: 0.1413 ips: 49.5089 images/s [03/13 14:48:02] ppdet.engine INFO: Epoch: [183] [ 20/610] learning_rate: 0.079540 loss_vfl: 0.967977 loss_bbox: 0.432736 loss_dfl: 0.413971 loss: 1.822622 eta: 16:27:47 batch_cost: 0.8725 data_cost: 0.0003 ips: 55.0142 images/s [03/13 14:48:21] ppdet.engine INFO: Epoch: [183] [ 40/610] learning_rate: 0.079501 loss_vfl: 1.004113 loss_bbox: 0.449214 loss_dfl: 0.432096 loss: 1.884728 eta: 16:27:30 batch_cost: 0.8129 data_cost: 0.0004 ips: 59.0483 images/s [03/13 14:48:39] ppdet.engine INFO: Epoch: [183] [ 60/610] learning_rate: 0.079462 loss_vfl: 0.990455 loss_bbox: 0.414650 loss_dfl: 0.412828 loss: 1.817600 eta: 16:27:14 batch_cost: 0.8345 data_cost: 0.0005 ips: 57.5193 images/s [03/13 14:48:57] ppdet.engine INFO: Epoch: [183] [ 80/610] learning_rate: 0.079423 loss_vfl: 0.923708 loss_bbox: 0.397457 loss_dfl: 0.392828 loss: 1.683308 eta: 16:26:56 batch_cost: 0.7595 data_cost: 0.0005 ips: 63.2035 images/s [03/13 14:49:15] ppdet.engine INFO: Epoch: [183] [100/610] learning_rate: 0.079384 loss_vfl: 0.935106 loss_bbox: 0.429625 loss_dfl: 0.411336 loss: 1.787566 eta: 16:26:39 batch_cost: 0.7587 data_cost: 0.0004 ips: 63.2668 images/s [03/13 14:49:32] ppdet.engine INFO: Epoch: [183] [120/610] learning_rate: 0.079346 loss_vfl: 0.929257 loss_bbox: 0.401644 loss_dfl: 0.396637 loss: 1.733862 eta: 16:26:21 batch_cost: 0.7951 data_cost: 0.0004 ips: 60.3708 images/s [03/13 14:49:51] ppdet.engine INFO: Epoch: [183] [140/610] learning_rate: 0.079307 loss_vfl: 0.907122 loss_bbox: 0.436771 loss_dfl: 0.418440 loss: 1.766060 eta: 16:26:05 batch_cost: 0.8442 data_cost: 0.0004 ips: 56.8616 images/s [03/13 14:50:09] ppdet.engine INFO: Epoch: [183] [160/610] learning_rate: 0.079268 loss_vfl: 0.997195 loss_bbox: 0.432909 loss_dfl: 0.426966 loss: 1.873120 eta: 16:25:48 batch_cost: 0.8056 data_cost: 0.0003 ips: 59.5799 images/s [03/13 14:50:27] ppdet.engine INFO: Epoch: [183] [180/610] learning_rate: 0.079229 loss_vfl: 0.945512 loss_bbox: 0.424716 loss_dfl: 0.412404 loss: 1.778045 eta: 16:25:31 batch_cost: 0.7729 data_cost: 0.0005 ips: 62.1023 images/s [03/13 14:50:45] ppdet.engine INFO: Epoch: [183] [200/610] learning_rate: 0.079190 loss_vfl: 0.928732 loss_bbox: 0.405960 loss_dfl: 0.398334 loss: 1.733583 eta: 16:25:14 batch_cost: 0.7846 data_cost: 0.0009 ips: 61.1752 images/s [03/13 14:51:04] ppdet.engine INFO: Epoch: [183] [220/610] learning_rate: 0.079152 loss_vfl: 0.972639 loss_bbox: 0.425972 loss_dfl: 0.409238 loss: 1.803008 eta: 16:24:58 batch_cost: 0.8760 data_cost: 0.0003 ips: 54.7927 images/s [03/13 14:51:23] ppdet.engine INFO: Epoch: [183] [240/610] learning_rate: 0.079113 loss_vfl: 0.944880 loss_bbox: 0.381998 loss_dfl: 0.396392 loss: 1.697245 eta: 16:24:41 batch_cost: 0.8284 data_cost: 0.0004 ips: 57.9403 images/s [03/13 14:51:40] ppdet.engine INFO: Epoch: [183] [260/610] learning_rate: 0.079074 loss_vfl: 0.963033 loss_bbox: 0.431469 loss_dfl: 0.425997 loss: 1.842166 eta: 16:24:23 batch_cost: 0.7362 data_cost: 0.0003 ips: 65.2024 images/s [03/13 14:51:58] ppdet.engine INFO: Epoch: [183] [280/610] learning_rate: 0.079035 loss_vfl: 0.987516 loss_bbox: 0.436155 loss_dfl: 0.428411 loss: 1.815836 eta: 16:24:06 batch_cost: 0.7877 data_cost: 0.0003 ips: 60.9366 images/s [03/13 14:52:16] ppdet.engine INFO: Epoch: [183] [300/610] learning_rate: 0.078996 loss_vfl: 0.973446 loss_bbox: 0.429780 loss_dfl: 0.417048 loss: 1.792790 eta: 16:23:49 batch_cost: 0.7772 data_cost: 0.0003 ips: 61.7631 images/s [03/13 14:52:34] ppdet.engine INFO: Epoch: [183] [320/610] learning_rate: 0.078958 loss_vfl: 0.908610 loss_bbox: 0.410357 loss_dfl: 0.403499 loss: 1.719908 eta: 16:23:31 batch_cost: 0.7788 data_cost: 0.0003 ips: 61.6367 images/s [03/13 14:52:53] ppdet.engine INFO: Epoch: [183] [340/610] learning_rate: 0.078919 loss_vfl: 0.885138 loss_bbox: 0.395337 loss_dfl: 0.380449 loss: 1.654731 eta: 16:23:14 batch_cost: 0.8060 data_cost: 0.0003 ips: 59.5569 images/s [03/13 14:53:11] ppdet.engine INFO: Epoch: [183] [360/610] learning_rate: 0.078880 loss_vfl: 0.973332 loss_bbox: 0.438132 loss_dfl: 0.423262 loss: 1.833598 eta: 16:22:57 batch_cost: 0.7666 data_cost: 0.0019 ips: 62.6150 images/s [03/13 14:53:29] ppdet.engine INFO: Epoch: [183] [380/610] learning_rate: 0.078841 loss_vfl: 0.938713 loss_bbox: 0.424977 loss_dfl: 0.423275 loss: 1.792733 eta: 16:22:40 batch_cost: 0.7849 data_cost: 0.0003 ips: 61.1578 images/s [03/13 14:53:47] ppdet.engine INFO: Epoch: [183] [400/610] learning_rate: 0.078803 loss_vfl: 0.964933 loss_bbox: 0.418487 loss_dfl: 0.409331 loss: 1.812590 eta: 16:22:23 batch_cost: 0.7823 data_cost: 0.0003 ips: 61.3572 images/s [03/13 14:54:05] ppdet.engine INFO: Epoch: [183] [420/610] learning_rate: 0.078764 loss_vfl: 0.931217 loss_bbox: 0.403753 loss_dfl: 0.408252 loss: 1.768332 eta: 16:22:06 batch_cost: 0.7972 data_cost: 0.0013 ips: 60.2130 images/s [03/13 14:54:24] ppdet.engine INFO: Epoch: [183] [440/610] learning_rate: 0.078725 loss_vfl: 0.999250 loss_bbox: 0.441218 loss_dfl: 0.428517 loss: 1.857125 eta: 16:21:49 batch_cost: 0.8728 data_cost: 0.0009 ips: 54.9974 images/s [03/13 14:54:42] ppdet.engine INFO: Epoch: [183] [460/610] learning_rate: 0.078686 loss_vfl: 0.942391 loss_bbox: 0.405870 loss_dfl: 0.391183 loss: 1.726399 eta: 16:21:32 batch_cost: 0.7805 data_cost: 0.0010 ips: 61.5017 images/s [03/13 14:55:01] ppdet.engine INFO: Epoch: [183] [480/610] learning_rate: 0.078647 loss_vfl: 0.969556 loss_bbox: 0.421036 loss_dfl: 0.416588 loss: 1.797610 eta: 16:21:16 batch_cost: 0.8217 data_cost: 0.0013 ips: 58.4122 images/s [03/13 14:55:18] ppdet.engine INFO: Epoch: [183] [500/610] learning_rate: 0.078609 loss_vfl: 0.961214 loss_bbox: 0.425809 loss_dfl: 0.419473 loss: 1.803714 eta: 16:20:58 batch_cost: 0.7611 data_cost: 0.0003 ips: 63.0687 images/s [03/13 14:55:36] ppdet.engine INFO: Epoch: [183] [520/610] learning_rate: 0.078570 loss_vfl: 0.883012 loss_bbox: 0.403716 loss_dfl: 0.378658 loss: 1.688385 eta: 16:20:41 batch_cost: 0.8058 data_cost: 0.0003 ips: 59.5681 images/s [03/13 14:55:54] ppdet.engine INFO: Epoch: [183] [540/610] learning_rate: 0.078531 loss_vfl: 0.926976 loss_bbox: 0.416596 loss_dfl: 0.407149 loss: 1.750653 eta: 16:20:25 batch_cost: 0.8459 data_cost: 0.0003 ips: 56.7437 images/s [03/13 14:56:12] ppdet.engine INFO: Epoch: [183] [560/610] learning_rate: 0.078493 loss_vfl: 0.968746 loss_bbox: 0.453212 loss_dfl: 0.423629 loss: 1.847423 eta: 16:20:07 batch_cost: 0.7745 data_cost: 0.0003 ips: 61.9751 images/s [03/13 14:56:30] ppdet.engine INFO: Epoch: [183] [580/610] learning_rate: 0.078454 loss_vfl: 0.985724 loss_bbox: 0.443468 loss_dfl: 0.422009 loss: 1.854052 eta: 16:19:50 batch_cost: 0.7951 data_cost: 0.0003 ips: 60.3695 images/s [03/13 14:56:48] ppdet.engine INFO: Epoch: [183] [600/610] learning_rate: 0.078415 loss_vfl: 0.909957 loss_bbox: 0.413603 loss_dfl: 0.399174 loss: 1.710863 eta: 16:19:33 batch_cost: 0.7867 data_cost: 0.0020 ips: 61.0117 images/s [03/13 14:57:02] ppdet.engine INFO: Epoch: [184] [ 0/610] learning_rate: 0.078396 loss_vfl: 0.933965 loss_bbox: 0.422086 loss_dfl: 0.404423 loss: 1.770962 eta: 16:19:27 batch_cost: 0.9788 data_cost: 0.1813 ips: 49.0412 images/s [03/13 14:57:21] ppdet.engine INFO: Epoch: [184] [ 20/610] learning_rate: 0.078357 loss_vfl: 0.983438 loss_bbox: 0.425922 loss_dfl: 0.423136 loss: 1.859201 eta: 16:19:11 batch_cost: 0.8329 data_cost: 0.0010 ips: 57.6323 images/s [03/13 14:57:40] ppdet.engine INFO: Epoch: [184] [ 40/610] learning_rate: 0.078318 loss_vfl: 0.940399 loss_bbox: 0.433825 loss_dfl: 0.402877 loss: 1.762902 eta: 16:18:54 batch_cost: 0.8444 data_cost: 0.0012 ips: 56.8419 images/s [03/13 14:57:59] ppdet.engine INFO: Epoch: [184] [ 60/610] learning_rate: 0.078280 loss_vfl: 0.949039 loss_bbox: 0.431852 loss_dfl: 0.413596 loss: 1.790292 eta: 16:18:38 batch_cost: 0.8356 data_cost: 0.0007 ips: 57.4459 images/s [03/13 14:58:17] ppdet.engine INFO: Epoch: [184] [ 80/610] learning_rate: 0.078241 loss_vfl: 0.935873 loss_bbox: 0.420522 loss_dfl: 0.396006 loss: 1.745190 eta: 16:18:21 batch_cost: 0.8125 data_cost: 0.0005 ips: 59.0768 images/s [03/13 14:58:34] ppdet.engine INFO: Epoch: [184] [100/610] learning_rate: 0.078202 loss_vfl: 0.968534 loss_bbox: 0.414909 loss_dfl: 0.409139 loss: 1.778359 eta: 16:18:04 batch_cost: 0.7837 data_cost: 0.0004 ips: 61.2499 images/s [03/13 14:58:53] ppdet.engine INFO: Epoch: [184] [120/610] learning_rate: 0.078164 loss_vfl: 0.951792 loss_bbox: 0.401710 loss_dfl: 0.405525 loss: 1.744859 eta: 16:17:47 batch_cost: 0.8343 data_cost: 0.0004 ips: 57.5329 images/s [03/13 14:59:11] ppdet.engine INFO: Epoch: [184] [140/610] learning_rate: 0.078125 loss_vfl: 0.882690 loss_bbox: 0.405320 loss_dfl: 0.386299 loss: 1.673429 eta: 16:17:30 batch_cost: 0.8102 data_cost: 0.0003 ips: 59.2424 images/s [03/13 14:59:29] ppdet.engine INFO: Epoch: [184] [160/610] learning_rate: 0.078086 loss_vfl: 0.923700 loss_bbox: 0.414766 loss_dfl: 0.410341 loss: 1.763106 eta: 16:17:13 batch_cost: 0.7886 data_cost: 0.0015 ips: 60.8709 images/s [03/13 14:59:46] ppdet.engine INFO: Epoch: [184] [180/610] learning_rate: 0.078048 loss_vfl: 0.966308 loss_bbox: 0.420814 loss_dfl: 0.417550 loss: 1.839170 eta: 16:16:56 batch_cost: 0.7952 data_cost: 0.0004 ips: 60.3654 images/s [03/13 15:00:04] ppdet.engine INFO: Epoch: [184] [200/610] learning_rate: 0.078009 loss_vfl: 0.952125 loss_bbox: 0.414532 loss_dfl: 0.408367 loss: 1.776919 eta: 16:16:39 batch_cost: 0.7914 data_cost: 0.0003 ips: 60.6528 images/s [03/13 15:00:22] ppdet.engine INFO: Epoch: [184] [220/610] learning_rate: 0.077970 loss_vfl: 0.991903 loss_bbox: 0.418181 loss_dfl: 0.414062 loss: 1.830191 eta: 16:16:22 batch_cost: 0.8352 data_cost: 0.0003 ips: 57.4744 images/s [03/13 15:00:40] ppdet.engine INFO: Epoch: [184] [240/610] learning_rate: 0.077932 loss_vfl: 0.982552 loss_bbox: 0.440229 loss_dfl: 0.428021 loss: 1.842187 eta: 16:16:05 batch_cost: 0.7990 data_cost: 0.0009 ips: 60.0753 images/s [03/13 15:00:59] ppdet.engine INFO: Epoch: [184] [260/610] learning_rate: 0.077893 loss_vfl: 0.970542 loss_bbox: 0.411175 loss_dfl: 0.417043 loss: 1.781017 eta: 16:15:49 batch_cost: 0.8233 data_cost: 0.0003 ips: 58.2986 images/s [03/13 15:01:16] ppdet.engine INFO: Epoch: [184] [280/610] learning_rate: 0.077854 loss_vfl: 0.945193 loss_bbox: 0.417474 loss_dfl: 0.407572 loss: 1.767173 eta: 16:15:31 batch_cost: 0.7656 data_cost: 0.0003 ips: 62.6957 images/s [03/13 15:01:35] ppdet.engine INFO: Epoch: [184] [300/610] learning_rate: 0.077816 loss_vfl: 0.956426 loss_bbox: 0.443509 loss_dfl: 0.427872 loss: 1.827454 eta: 16:15:14 batch_cost: 0.8180 data_cost: 0.0003 ips: 58.6779 images/s [03/13 15:01:52] ppdet.engine INFO: Epoch: [184] [320/610] learning_rate: 0.077777 loss_vfl: 0.979428 loss_bbox: 0.421525 loss_dfl: 0.416355 loss: 1.798947 eta: 16:14:57 batch_cost: 0.7396 data_cost: 0.0003 ips: 64.9024 images/s [03/13 15:02:09] ppdet.engine INFO: Epoch: [184] [340/610] learning_rate: 0.077738 loss_vfl: 0.980920 loss_bbox: 0.451630 loss_dfl: 0.425566 loss: 1.835258 eta: 16:14:39 batch_cost: 0.7677 data_cost: 0.0015 ips: 62.5282 images/s [03/13 15:02:27] ppdet.engine INFO: Epoch: [184] [360/610] learning_rate: 0.077700 loss_vfl: 0.911174 loss_bbox: 0.398930 loss_dfl: 0.389395 loss: 1.696926 eta: 16:14:22 batch_cost: 0.8041 data_cost: 0.0003 ips: 59.6950 images/s [03/13 15:02:46] ppdet.engine INFO: Epoch: [184] [380/610] learning_rate: 0.077661 loss_vfl: 0.932318 loss_bbox: 0.407540 loss_dfl: 0.401217 loss: 1.751851 eta: 16:14:06 batch_cost: 0.8272 data_cost: 0.0003 ips: 58.0267 images/s [03/13 15:03:04] ppdet.engine INFO: Epoch: [184] [400/610] learning_rate: 0.077623 loss_vfl: 0.977919 loss_bbox: 0.423643 loss_dfl: 0.425329 loss: 1.848952 eta: 16:13:49 batch_cost: 0.8017 data_cost: 0.0003 ips: 59.8736 images/s [03/13 15:03:21] ppdet.engine INFO: Epoch: [184] [420/610] learning_rate: 0.077584 loss_vfl: 0.918584 loss_bbox: 0.419210 loss_dfl: 0.403193 loss: 1.752664 eta: 16:13:32 batch_cost: 0.7881 data_cost: 0.0003 ips: 60.9035 images/s [03/13 15:03:39] ppdet.engine INFO: Epoch: [184] [440/610] learning_rate: 0.077545 loss_vfl: 0.946306 loss_bbox: 0.410726 loss_dfl: 0.411107 loss: 1.774958 eta: 16:13:15 batch_cost: 0.7943 data_cost: 0.0003 ips: 60.4310 images/s [03/13 15:03:56] ppdet.engine INFO: Epoch: [184] [460/610] learning_rate: 0.077507 loss_vfl: 0.961409 loss_bbox: 0.422732 loss_dfl: 0.408616 loss: 1.779216 eta: 16:12:57 batch_cost: 0.7872 data_cost: 0.0017 ips: 60.9761 images/s [03/13 15:04:15] ppdet.engine INFO: Epoch: [184] [480/610] learning_rate: 0.077468 loss_vfl: 0.952339 loss_bbox: 0.442506 loss_dfl: 0.412945 loss: 1.777145 eta: 16:12:41 batch_cost: 0.8494 data_cost: 0.0003 ips: 56.5131 images/s [03/13 15:04:33] ppdet.engine INFO: Epoch: [184] [500/610] learning_rate: 0.077430 loss_vfl: 0.947599 loss_bbox: 0.425792 loss_dfl: 0.421519 loss: 1.797002 eta: 16:12:24 batch_cost: 0.8100 data_cost: 0.0003 ips: 59.2580 images/s [03/13 15:04:51] ppdet.engine INFO: Epoch: [184] [520/610] learning_rate: 0.077391 loss_vfl: 0.958838 loss_bbox: 0.423562 loss_dfl: 0.424443 loss: 1.820561 eta: 16:12:07 batch_cost: 0.8093 data_cost: 0.0004 ips: 59.3098 images/s [03/13 15:05:09] ppdet.engine INFO: Epoch: [184] [540/610] learning_rate: 0.077352 loss_vfl: 0.984496 loss_bbox: 0.408125 loss_dfl: 0.405605 loss: 1.796749 eta: 16:11:50 batch_cost: 0.7772 data_cost: 0.0003 ips: 61.7587 images/s [03/13 15:05:28] ppdet.engine INFO: Epoch: [184] [560/610] learning_rate: 0.077314 loss_vfl: 0.997754 loss_bbox: 0.432744 loss_dfl: 0.420243 loss: 1.834886 eta: 16:11:33 batch_cost: 0.8193 data_cost: 0.0014 ips: 58.5870 images/s [03/13 15:05:45] ppdet.engine INFO: Epoch: [184] [580/610] learning_rate: 0.077275 loss_vfl: 0.982898 loss_bbox: 0.451594 loss_dfl: 0.434193 loss: 1.886340 eta: 16:11:15 batch_cost: 0.7356 data_cost: 0.0005 ips: 65.2556 images/s [03/13 15:06:03] ppdet.engine INFO: Epoch: [184] [600/610] learning_rate: 0.077237 loss_vfl: 0.922294 loss_bbox: 0.405665 loss_dfl: 0.393973 loss: 1.703152 eta: 16:10:59 batch_cost: 0.8123 data_cost: 0.0005 ips: 59.0928 images/s [03/13 15:06:18] ppdet.engine INFO: Epoch: [185] [ 0/610] learning_rate: 0.077217 loss_vfl: 0.916416 loss_bbox: 0.418556 loss_dfl: 0.397450 loss: 1.727511 eta: 16:10:53 batch_cost: 1.0282 data_cost: 0.2796 ips: 46.6820 images/s [03/13 15:06:39] ppdet.engine INFO: Epoch: [185] [ 20/610] learning_rate: 0.077179 loss_vfl: 0.916415 loss_bbox: 0.399263 loss_dfl: 0.408984 loss: 1.719419 eta: 16:10:37 batch_cost: 0.8662 data_cost: 0.0004 ips: 55.4147 images/s [03/13 15:06:57] ppdet.engine INFO: Epoch: [185] [ 40/610] learning_rate: 0.077140 loss_vfl: 0.950461 loss_bbox: 0.415541 loss_dfl: 0.406344 loss: 1.780087 eta: 16:10:20 batch_cost: 0.8141 data_cost: 0.0019 ips: 58.9596 images/s [03/13 15:07:15] ppdet.engine INFO: Epoch: [185] [ 60/610] learning_rate: 0.077102 loss_vfl: 0.924179 loss_bbox: 0.410756 loss_dfl: 0.414876 loss: 1.757954 eta: 16:10:03 batch_cost: 0.8281 data_cost: 0.0004 ips: 57.9619 images/s [03/13 15:07:33] ppdet.engine INFO: Epoch: [185] [ 80/610] learning_rate: 0.077063 loss_vfl: 0.968819 loss_bbox: 0.420006 loss_dfl: 0.405546 loss: 1.794881 eta: 16:09:46 batch_cost: 0.7999 data_cost: 0.0013 ips: 60.0051 images/s [03/13 15:07:51] ppdet.engine INFO: Epoch: [185] [100/610] learning_rate: 0.077025 loss_vfl: 0.939388 loss_bbox: 0.413129 loss_dfl: 0.409781 loss: 1.772284 eta: 16:09:29 batch_cost: 0.7767 data_cost: 0.0015 ips: 61.7963 images/s [03/13 15:08:09] ppdet.engine INFO: Epoch: [185] [120/610] learning_rate: 0.076986 loss_vfl: 0.943044 loss_bbox: 0.402424 loss_dfl: 0.408021 loss: 1.744369 eta: 16:09:11 batch_cost: 0.7238 data_cost: 0.0004 ips: 66.3134 images/s [03/13 15:08:26] ppdet.engine INFO: Epoch: [185] [140/610] learning_rate: 0.076948 loss_vfl: 0.942460 loss_bbox: 0.425378 loss_dfl: 0.408817 loss: 1.778379 eta: 16:08:54 batch_cost: 0.7772 data_cost: 0.0003 ips: 61.7605 images/s [03/13 15:08:44] ppdet.engine INFO: Epoch: [185] [160/610] learning_rate: 0.076909 loss_vfl: 0.951616 loss_bbox: 0.423511 loss_dfl: 0.418847 loss: 1.804225 eta: 16:08:37 batch_cost: 0.7876 data_cost: 0.0004 ips: 60.9453 images/s [03/13 15:09:03] ppdet.engine INFO: Epoch: [185] [180/610] learning_rate: 0.076871 loss_vfl: 0.989451 loss_bbox: 0.449197 loss_dfl: 0.441423 loss: 1.918341 eta: 16:08:19 batch_cost: 0.7808 data_cost: 0.0016 ips: 61.4777 images/s [03/13 15:09:20] ppdet.engine INFO: Epoch: [185] [200/610] learning_rate: 0.076832 loss_vfl: 0.954551 loss_bbox: 0.417267 loss_dfl: 0.412889 loss: 1.781543 eta: 16:08:02 batch_cost: 0.7673 data_cost: 0.0009 ips: 62.5548 images/s [03/13 15:09:38] ppdet.engine INFO: Epoch: [185] [220/610] learning_rate: 0.076794 loss_vfl: 0.964841 loss_bbox: 0.453790 loss_dfl: 0.427392 loss: 1.849745 eta: 16:07:45 batch_cost: 0.8122 data_cost: 0.0003 ips: 59.0958 images/s [03/13 15:09:56] ppdet.engine INFO: Epoch: [185] [240/610] learning_rate: 0.076755 loss_vfl: 0.978992 loss_bbox: 0.439716 loss_dfl: 0.427938 loss: 1.819651 eta: 16:07:28 batch_cost: 0.7912 data_cost: 0.0003 ips: 60.6699 images/s [03/13 15:10:13] ppdet.engine INFO: Epoch: [185] [260/610] learning_rate: 0.076717 loss_vfl: 0.916395 loss_bbox: 0.396726 loss_dfl: 0.386312 loss: 1.694551 eta: 16:07:11 batch_cost: 0.7817 data_cost: 0.0003 ips: 61.4021 images/s [03/13 15:10:31] ppdet.engine INFO: Epoch: [185] [280/610] learning_rate: 0.076678 loss_vfl: 0.945746 loss_bbox: 0.433437 loss_dfl: 0.416397 loss: 1.817223 eta: 16:06:54 batch_cost: 0.8004 data_cost: 0.0003 ips: 59.9724 images/s [03/13 15:10:49] ppdet.engine INFO: Epoch: [185] [300/610] learning_rate: 0.076640 loss_vfl: 0.967829 loss_bbox: 0.436497 loss_dfl: 0.417162 loss: 1.818521 eta: 16:06:37 batch_cost: 0.7920 data_cost: 0.0003 ips: 60.6035 images/s [03/13 15:11:07] ppdet.engine INFO: Epoch: [185] [320/610] learning_rate: 0.076601 loss_vfl: 0.954752 loss_bbox: 0.414664 loss_dfl: 0.411205 loss: 1.763804 eta: 16:06:20 batch_cost: 0.7972 data_cost: 0.0003 ips: 60.2070 images/s [03/13 15:11:25] ppdet.engine INFO: Epoch: [185] [340/610] learning_rate: 0.076563 loss_vfl: 0.936850 loss_bbox: 0.412245 loss_dfl: 0.402743 loss: 1.742860 eta: 16:06:03 batch_cost: 0.8035 data_cost: 0.0015 ips: 59.7382 images/s [03/13 15:11:41] ppdet.engine INFO: Epoch: [185] [360/610] learning_rate: 0.076524 loss_vfl: 0.914181 loss_bbox: 0.417640 loss_dfl: 0.398842 loss: 1.739915 eta: 16:05:45 batch_cost: 0.7526 data_cost: 0.0003 ips: 63.7786 images/s [03/13 15:11:58] ppdet.engine INFO: Epoch: [185] [380/610] learning_rate: 0.076486 loss_vfl: 0.931834 loss_bbox: 0.407650 loss_dfl: 0.406058 loss: 1.749490 eta: 16:05:28 batch_cost: 0.7365 data_cost: 0.0003 ips: 65.1725 images/s [03/13 15:12:17] ppdet.engine INFO: Epoch: [185] [400/610] learning_rate: 0.076447 loss_vfl: 1.001506 loss_bbox: 0.442502 loss_dfl: 0.433140 loss: 1.883298 eta: 16:05:11 batch_cost: 0.7952 data_cost: 0.0003 ips: 60.3629 images/s [03/13 15:12:35] ppdet.engine INFO: Epoch: [185] [420/610] learning_rate: 0.076409 loss_vfl: 0.963666 loss_bbox: 0.423313 loss_dfl: 0.421411 loss: 1.803998 eta: 16:04:54 batch_cost: 0.8011 data_cost: 0.0016 ips: 59.9189 images/s [03/13 15:12:52] ppdet.engine INFO: Epoch: [185] [440/610] learning_rate: 0.076370 loss_vfl: 0.961050 loss_bbox: 0.438134 loss_dfl: 0.422681 loss: 1.806027 eta: 16:04:36 batch_cost: 0.7819 data_cost: 0.0009 ips: 61.3869 images/s [03/13 15:13:10] ppdet.engine INFO: Epoch: [185] [460/610] learning_rate: 0.076332 loss_vfl: 0.972013 loss_bbox: 0.435147 loss_dfl: 0.420202 loss: 1.827201 eta: 16:04:19 batch_cost: 0.7367 data_cost: 0.0018 ips: 65.1597 images/s [03/13 15:13:27] ppdet.engine INFO: Epoch: [185] [480/610] learning_rate: 0.076294 loss_vfl: 0.920311 loss_bbox: 0.396334 loss_dfl: 0.386158 loss: 1.699674 eta: 16:04:02 batch_cost: 0.7871 data_cost: 0.0003 ips: 60.9844 images/s [03/13 15:13:46] ppdet.engine INFO: Epoch: [185] [500/610] learning_rate: 0.076255 loss_vfl: 0.896344 loss_bbox: 0.403138 loss_dfl: 0.394450 loss: 1.688328 eta: 16:03:45 batch_cost: 0.8218 data_cost: 0.0009 ips: 58.4104 images/s [03/13 15:14:04] ppdet.engine INFO: Epoch: [185] [520/610] learning_rate: 0.076217 loss_vfl: 0.931790 loss_bbox: 0.415974 loss_dfl: 0.407981 loss: 1.758360 eta: 16:03:28 batch_cost: 0.8256 data_cost: 0.0008 ips: 58.1380 images/s [03/13 15:14:22] ppdet.engine INFO: Epoch: [185] [540/610] learning_rate: 0.076178 loss_vfl: 0.922386 loss_bbox: 0.397874 loss_dfl: 0.393912 loss: 1.736500 eta: 16:03:11 batch_cost: 0.8087 data_cost: 0.0003 ips: 59.3572 images/s [03/13 15:14:40] ppdet.engine INFO: Epoch: [185] [560/610] learning_rate: 0.076140 loss_vfl: 0.942345 loss_bbox: 0.404565 loss_dfl: 0.391451 loss: 1.755807 eta: 16:02:54 batch_cost: 0.7955 data_cost: 0.0004 ips: 60.3359 images/s [03/13 15:14:58] ppdet.engine INFO: Epoch: [185] [580/610] learning_rate: 0.076101 loss_vfl: 0.926885 loss_bbox: 0.404591 loss_dfl: 0.397399 loss: 1.723301 eta: 16:02:37 batch_cost: 0.7929 data_cost: 0.0012 ips: 60.5400 images/s [03/13 15:15:16] ppdet.engine INFO: Epoch: [185] [600/610] learning_rate: 0.076063 loss_vfl: 1.021689 loss_bbox: 0.459450 loss_dfl: 0.440929 loss: 1.931432 eta: 16:02:20 batch_cost: 0.7594 data_cost: 0.0004 ips: 63.2053 images/s [03/13 15:15:30] ppdet.engine INFO: Epoch: [186] [ 0/610] learning_rate: 0.076044 loss_vfl: 0.949144 loss_bbox: 0.455505 loss_dfl: 0.413398 loss: 1.795085 eta: 16:02:14 batch_cost: 0.9783 data_cost: 0.2529 ips: 49.0643 images/s [03/13 15:15:50] ppdet.engine INFO: Epoch: [186] [ 20/610] learning_rate: 0.076005 loss_vfl: 0.990940 loss_bbox: 0.444090 loss_dfl: 0.421641 loss: 1.830351 eta: 16:01:57 batch_cost: 0.8721 data_cost: 0.0002 ips: 55.0415 images/s [03/13 15:16:08] ppdet.engine INFO: Epoch: [186] [ 40/610] learning_rate: 0.075967 loss_vfl: 0.953811 loss_bbox: 0.434442 loss_dfl: 0.413593 loss: 1.797873 eta: 16:01:41 batch_cost: 0.8125 data_cost: 0.0003 ips: 59.0795 images/s [03/13 15:16:28] ppdet.engine INFO: Epoch: [186] [ 60/610] learning_rate: 0.075929 loss_vfl: 0.924243 loss_bbox: 0.410012 loss_dfl: 0.407559 loss: 1.733979 eta: 16:01:24 batch_cost: 0.8429 data_cost: 0.0003 ips: 56.9431 images/s [03/13 15:16:47] ppdet.engine INFO: Epoch: [186] [ 80/610] learning_rate: 0.075890 loss_vfl: 0.927478 loss_bbox: 0.420848 loss_dfl: 0.404938 loss: 1.774977 eta: 16:01:08 batch_cost: 0.8352 data_cost: 0.0003 ips: 57.4721 images/s [03/13 15:17:04] ppdet.engine INFO: Epoch: [186] [100/610] learning_rate: 0.075852 loss_vfl: 0.923393 loss_bbox: 0.424174 loss_dfl: 0.410270 loss: 1.750447 eta: 16:00:50 batch_cost: 0.7813 data_cost: 0.0009 ips: 61.4349 images/s [03/13 15:17:21] ppdet.engine INFO: Epoch: [186] [120/610] learning_rate: 0.075814 loss_vfl: 0.998667 loss_bbox: 0.428697 loss_dfl: 0.415245 loss: 1.863466 eta: 16:00:33 batch_cost: 0.7487 data_cost: 0.0003 ips: 64.1149 images/s [03/13 15:17:40] ppdet.engine INFO: Epoch: [186] [140/610] learning_rate: 0.075775 loss_vfl: 0.975728 loss_bbox: 0.438675 loss_dfl: 0.413957 loss: 1.803313 eta: 16:00:16 batch_cost: 0.8294 data_cost: 0.0010 ips: 57.8720 images/s [03/13 15:17:58] ppdet.engine INFO: Epoch: [186] [160/610] learning_rate: 0.075737 loss_vfl: 0.994125 loss_bbox: 0.432160 loss_dfl: 0.424462 loss: 1.843663 eta: 15:59:59 batch_cost: 0.7928 data_cost: 0.0009 ips: 60.5448 images/s [03/13 15:18:15] ppdet.engine INFO: Epoch: [186] [180/610] learning_rate: 0.075698 loss_vfl: 0.942867 loss_bbox: 0.422435 loss_dfl: 0.401459 loss: 1.769215 eta: 15:59:42 batch_cost: 0.7767 data_cost: 0.0003 ips: 61.8034 images/s [03/13 15:18:33] ppdet.engine INFO: Epoch: [186] [200/610] learning_rate: 0.075660 loss_vfl: 0.927880 loss_bbox: 0.435439 loss_dfl: 0.408106 loss: 1.786093 eta: 15:59:25 batch_cost: 0.7867 data_cost: 0.0013 ips: 61.0174 images/s [03/13 15:18:51] ppdet.engine INFO: Epoch: [186] [220/610] learning_rate: 0.075622 loss_vfl: 0.963512 loss_bbox: 0.434274 loss_dfl: 0.420457 loss: 1.847093 eta: 15:59:08 batch_cost: 0.7812 data_cost: 0.0004 ips: 61.4478 images/s [03/13 15:19:09] ppdet.engine INFO: Epoch: [186] [240/610] learning_rate: 0.075583 loss_vfl: 0.923628 loss_bbox: 0.421567 loss_dfl: 0.411125 loss: 1.759342 eta: 15:58:51 batch_cost: 0.8224 data_cost: 0.0003 ips: 58.3651 images/s [03/13 15:19:27] ppdet.engine INFO: Epoch: [186] [260/610] learning_rate: 0.075545 loss_vfl: 0.973450 loss_bbox: 0.427490 loss_dfl: 0.411950 loss: 1.831912 eta: 15:58:34 batch_cost: 0.8252 data_cost: 0.0003 ips: 58.1703 images/s [03/13 15:19:45] ppdet.engine INFO: Epoch: [186] [280/610] learning_rate: 0.075507 loss_vfl: 0.963794 loss_bbox: 0.405285 loss_dfl: 0.402836 loss: 1.739125 eta: 15:58:17 batch_cost: 0.8035 data_cost: 0.0003 ips: 59.7423 images/s [03/13 15:20:03] ppdet.engine INFO: Epoch: [186] [300/610] learning_rate: 0.075468 loss_vfl: 1.000620 loss_bbox: 0.449677 loss_dfl: 0.437401 loss: 1.887282 eta: 15:58:00 batch_cost: 0.7956 data_cost: 0.0003 ips: 60.3354 images/s [03/13 15:20:20] ppdet.engine INFO: Epoch: [186] [320/610] learning_rate: 0.075430 loss_vfl: 0.976557 loss_bbox: 0.437231 loss_dfl: 0.413604 loss: 1.833177 eta: 15:57:43 batch_cost: 0.7575 data_cost: 0.0009 ips: 63.3672 images/s [03/13 15:20:38] ppdet.engine INFO: Epoch: [186] [340/610] learning_rate: 0.075392 loss_vfl: 0.906125 loss_bbox: 0.407822 loss_dfl: 0.398478 loss: 1.717379 eta: 15:57:26 batch_cost: 0.7927 data_cost: 0.0003 ips: 60.5533 images/s [03/13 15:20:56] ppdet.engine INFO: Epoch: [186] [360/610] learning_rate: 0.075353 loss_vfl: 0.973066 loss_bbox: 0.421316 loss_dfl: 0.413550 loss: 1.769703 eta: 15:57:08 batch_cost: 0.7627 data_cost: 0.0005 ips: 62.9377 images/s [03/13 15:21:13] ppdet.engine INFO: Epoch: [186] [380/610] learning_rate: 0.075315 loss_vfl: 0.966777 loss_bbox: 0.384477 loss_dfl: 0.394829 loss: 1.733716 eta: 15:56:51 batch_cost: 0.7857 data_cost: 0.0003 ips: 61.0919 images/s [03/13 15:21:31] ppdet.engine INFO: Epoch: [186] [400/610] learning_rate: 0.075277 loss_vfl: 0.916607 loss_bbox: 0.410293 loss_dfl: 0.394660 loss: 1.733524 eta: 15:56:34 batch_cost: 0.7806 data_cost: 0.0036 ips: 61.4895 images/s [03/13 15:21:49] ppdet.engine INFO: Epoch: [186] [420/610] learning_rate: 0.075239 loss_vfl: 0.971112 loss_bbox: 0.424371 loss_dfl: 0.418996 loss: 1.826761 eta: 15:56:17 batch_cost: 0.8144 data_cost: 0.0003 ips: 58.9380 images/s [03/13 15:22:07] ppdet.engine INFO: Epoch: [186] [440/610] learning_rate: 0.075200 loss_vfl: 0.963463 loss_bbox: 0.444625 loss_dfl: 0.433290 loss: 1.838249 eta: 15:56:00 batch_cost: 0.7828 data_cost: 0.0003 ips: 61.3200 images/s [03/13 15:22:25] ppdet.engine INFO: Epoch: [186] [460/610] learning_rate: 0.075162 loss_vfl: 0.951246 loss_bbox: 0.430938 loss_dfl: 0.412951 loss: 1.777498 eta: 15:55:43 batch_cost: 0.7655 data_cost: 0.0026 ips: 62.7069 images/s [03/13 15:22:42] ppdet.engine INFO: Epoch: [186] [480/610] learning_rate: 0.075124 loss_vfl: 0.963022 loss_bbox: 0.435459 loss_dfl: 0.410634 loss: 1.809115 eta: 15:55:25 batch_cost: 0.7700 data_cost: 0.0003 ips: 62.3355 images/s [03/13 15:23:00] ppdet.engine INFO: Epoch: [186] [500/610] learning_rate: 0.075085 loss_vfl: 0.962753 loss_bbox: 0.430417 loss_dfl: 0.413047 loss: 1.805496 eta: 15:55:08 batch_cost: 0.8020 data_cost: 0.0003 ips: 59.8502 images/s [03/13 15:23:19] ppdet.engine INFO: Epoch: [186] [520/610] learning_rate: 0.075047 loss_vfl: 0.962316 loss_bbox: 0.420453 loss_dfl: 0.399041 loss: 1.766958 eta: 15:54:52 batch_cost: 0.8246 data_cost: 0.0003 ips: 58.2099 images/s [03/13 15:23:37] ppdet.engine INFO: Epoch: [186] [540/610] learning_rate: 0.075009 loss_vfl: 0.977653 loss_bbox: 0.447121 loss_dfl: 0.434125 loss: 1.884264 eta: 15:54:35 batch_cost: 0.8291 data_cost: 0.0010 ips: 57.8931 images/s [03/13 15:23:55] ppdet.engine INFO: Epoch: [186] [560/610] learning_rate: 0.074971 loss_vfl: 0.931316 loss_bbox: 0.418097 loss_dfl: 0.403581 loss: 1.759944 eta: 15:54:18 batch_cost: 0.8339 data_cost: 0.0003 ips: 57.5594 images/s [03/13 15:24:13] ppdet.engine INFO: Epoch: [186] [580/610] learning_rate: 0.074932 loss_vfl: 0.963902 loss_bbox: 0.423062 loss_dfl: 0.411423 loss: 1.806818 eta: 15:54:01 batch_cost: 0.7921 data_cost: 0.0003 ips: 60.5972 images/s [03/13 15:24:31] ppdet.engine INFO: Epoch: [186] [600/610] learning_rate: 0.074894 loss_vfl: 0.942200 loss_bbox: 0.438964 loss_dfl: 0.413330 loss: 1.773171 eta: 15:53:44 batch_cost: 0.7850 data_cost: 0.0003 ips: 61.1453 images/s [03/13 15:24:44] ppdet.engine INFO: Epoch: [187] [ 0/610] learning_rate: 0.074875 loss_vfl: 0.942462 loss_bbox: 0.426201 loss_dfl: 0.415105 loss: 1.796195 eta: 15:53:37 batch_cost: 0.9141 data_cost: 0.2012 ips: 52.5091 images/s [03/13 15:25:05] ppdet.engine INFO: Epoch: [187] [ 20/610] learning_rate: 0.074837 loss_vfl: 0.933231 loss_bbox: 0.429674 loss_dfl: 0.412949 loss: 1.756295 eta: 15:53:21 batch_cost: 0.8640 data_cost: 0.0003 ips: 55.5540 images/s [03/13 15:25:23] ppdet.engine INFO: Epoch: [187] [ 40/610] learning_rate: 0.074799 loss_vfl: 0.965317 loss_bbox: 0.426066 loss_dfl: 0.415885 loss: 1.835290 eta: 15:53:05 batch_cost: 0.8266 data_cost: 0.0003 ips: 58.0715 images/s [03/13 15:25:42] ppdet.engine INFO: Epoch: [187] [ 60/610] learning_rate: 0.074760 loss_vfl: 0.929854 loss_bbox: 0.398473 loss_dfl: 0.398709 loss: 1.742459 eta: 15:52:48 batch_cost: 0.8597 data_cost: 0.0003 ips: 55.8356 images/s [03/13 15:26:00] ppdet.engine INFO: Epoch: [187] [ 80/610] learning_rate: 0.074722 loss_vfl: 0.935024 loss_bbox: 0.410946 loss_dfl: 0.406505 loss: 1.751307 eta: 15:52:31 batch_cost: 0.7728 data_cost: 0.0003 ips: 62.1109 images/s [03/13 15:26:18] ppdet.engine INFO: Epoch: [187] [100/610] learning_rate: 0.074684 loss_vfl: 0.947725 loss_bbox: 0.439907 loss_dfl: 0.418266 loss: 1.812175 eta: 15:52:14 batch_cost: 0.7903 data_cost: 0.0003 ips: 60.7342 images/s [03/13 15:26:36] ppdet.engine INFO: Epoch: [187] [120/610] learning_rate: 0.074646 loss_vfl: 0.934228 loss_bbox: 0.418216 loss_dfl: 0.414563 loss: 1.793262 eta: 15:51:57 batch_cost: 0.8097 data_cost: 0.0003 ips: 59.2809 images/s [03/13 15:26:54] ppdet.engine INFO: Epoch: [187] [140/610] learning_rate: 0.074608 loss_vfl: 0.966774 loss_bbox: 0.427261 loss_dfl: 0.421384 loss: 1.813996 eta: 15:51:40 batch_cost: 0.7638 data_cost: 0.0007 ips: 62.8438 images/s [03/13 15:27:12] ppdet.engine INFO: Epoch: [187] [160/610] learning_rate: 0.074569 loss_vfl: 0.934493 loss_bbox: 0.411969 loss_dfl: 0.405025 loss: 1.720024 eta: 15:51:23 batch_cost: 0.8145 data_cost: 0.0004 ips: 58.9310 images/s [03/13 15:27:31] ppdet.engine INFO: Epoch: [187] [180/610] learning_rate: 0.074531 loss_vfl: 0.937830 loss_bbox: 0.422399 loss_dfl: 0.411849 loss: 1.810760 eta: 15:51:06 batch_cost: 0.8186 data_cost: 0.0004 ips: 58.6336 images/s [03/13 15:27:50] ppdet.engine INFO: Epoch: [187] [200/610] learning_rate: 0.074493 loss_vfl: 0.967344 loss_bbox: 0.426123 loss_dfl: 0.410607 loss: 1.775764 eta: 15:50:50 batch_cost: 0.8668 data_cost: 0.0006 ips: 55.3761 images/s [03/13 15:28:08] ppdet.engine INFO: Epoch: [187] [220/610] learning_rate: 0.074455 loss_vfl: 0.908744 loss_bbox: 0.388626 loss_dfl: 0.402846 loss: 1.701267 eta: 15:50:33 batch_cost: 0.7906 data_cost: 0.0005 ips: 60.7121 images/s [03/13 15:28:26] ppdet.engine INFO: Epoch: [187] [240/610] learning_rate: 0.074417 loss_vfl: 0.980594 loss_bbox: 0.431496 loss_dfl: 0.418500 loss: 1.839594 eta: 15:50:16 batch_cost: 0.8037 data_cost: 0.0005 ips: 59.7210 images/s [03/13 15:28:44] ppdet.engine INFO: Epoch: [187] [260/610] learning_rate: 0.074378 loss_vfl: 0.936052 loss_bbox: 0.390510 loss_dfl: 0.399827 loss: 1.726604 eta: 15:49:59 batch_cost: 0.8062 data_cost: 0.0004 ips: 59.5409 images/s [03/13 15:29:01] ppdet.engine INFO: Epoch: [187] [280/610] learning_rate: 0.074340 loss_vfl: 0.923206 loss_bbox: 0.418386 loss_dfl: 0.404464 loss: 1.738309 eta: 15:49:42 batch_cost: 0.7962 data_cost: 0.0011 ips: 60.2898 images/s [03/13 15:29:19] ppdet.engine INFO: Epoch: [187] [300/610] learning_rate: 0.074302 loss_vfl: 0.962129 loss_bbox: 0.437152 loss_dfl: 0.412396 loss: 1.822004 eta: 15:49:25 batch_cost: 0.7803 data_cost: 0.0011 ips: 61.5111 images/s [03/13 15:29:37] ppdet.engine INFO: Epoch: [187] [320/610] learning_rate: 0.074264 loss_vfl: 0.950634 loss_bbox: 0.445744 loss_dfl: 0.415074 loss: 1.791982 eta: 15:49:08 batch_cost: 0.7780 data_cost: 0.0011 ips: 61.6950 images/s [03/13 15:29:54] ppdet.engine INFO: Epoch: [187] [340/610] learning_rate: 0.074226 loss_vfl: 0.934786 loss_bbox: 0.408496 loss_dfl: 0.410619 loss: 1.780398 eta: 15:48:50 batch_cost: 0.7768 data_cost: 0.0003 ips: 61.7948 images/s [03/13 15:30:11] ppdet.engine INFO: Epoch: [187] [360/610] learning_rate: 0.074188 loss_vfl: 0.956091 loss_bbox: 0.432092 loss_dfl: 0.422363 loss: 1.823020 eta: 15:48:33 batch_cost: 0.7397 data_cost: 0.0003 ips: 64.8943 images/s [03/13 15:30:30] ppdet.engine INFO: Epoch: [187] [380/610] learning_rate: 0.074149 loss_vfl: 0.926942 loss_bbox: 0.404057 loss_dfl: 0.401184 loss: 1.722575 eta: 15:48:16 batch_cost: 0.7940 data_cost: 0.0003 ips: 60.4504 images/s [03/13 15:30:47] ppdet.engine INFO: Epoch: [187] [400/610] learning_rate: 0.074111 loss_vfl: 0.983527 loss_bbox: 0.427998 loss_dfl: 0.416241 loss: 1.806963 eta: 15:47:59 batch_cost: 0.8068 data_cost: 0.0007 ips: 59.4920 images/s [03/13 15:31:05] ppdet.engine INFO: Epoch: [187] [420/610] learning_rate: 0.074073 loss_vfl: 0.911908 loss_bbox: 0.395241 loss_dfl: 0.405120 loss: 1.715174 eta: 15:47:42 batch_cost: 0.7784 data_cost: 0.0009 ips: 61.6630 images/s [03/13 15:31:22] ppdet.engine INFO: Epoch: [187] [440/610] learning_rate: 0.074035 loss_vfl: 0.916877 loss_bbox: 0.414013 loss_dfl: 0.400105 loss: 1.724800 eta: 15:47:25 batch_cost: 0.7934 data_cost: 0.0003 ips: 60.4997 images/s [03/13 15:31:40] ppdet.engine INFO: Epoch: [187] [460/610] learning_rate: 0.073997 loss_vfl: 0.910003 loss_bbox: 0.416848 loss_dfl: 0.403704 loss: 1.739889 eta: 15:47:07 batch_cost: 0.7743 data_cost: 0.0003 ips: 61.9898 images/s [03/13 15:31:59] ppdet.engine INFO: Epoch: [187] [480/610] learning_rate: 0.073959 loss_vfl: 0.944709 loss_bbox: 0.398621 loss_dfl: 0.403829 loss: 1.766412 eta: 15:46:51 batch_cost: 0.8240 data_cost: 0.0003 ips: 58.2493 images/s [03/13 15:32:16] ppdet.engine INFO: Epoch: [187] [500/610] learning_rate: 0.073921 loss_vfl: 0.937601 loss_bbox: 0.422071 loss_dfl: 0.411078 loss: 1.767126 eta: 15:46:34 batch_cost: 0.8175 data_cost: 0.0003 ips: 58.7144 images/s [03/13 15:32:34] ppdet.engine INFO: Epoch: [187] [520/610] learning_rate: 0.073883 loss_vfl: 0.958232 loss_bbox: 0.430714 loss_dfl: 0.418119 loss: 1.772858 eta: 15:46:17 batch_cost: 0.8002 data_cost: 0.0003 ips: 59.9848 images/s [03/13 15:32:51] ppdet.engine INFO: Epoch: [187] [540/610] learning_rate: 0.073845 loss_vfl: 0.937586 loss_bbox: 0.422628 loss_dfl: 0.410345 loss: 1.757694 eta: 15:45:59 batch_cost: 0.7350 data_cost: 0.0021 ips: 65.3081 images/s [03/13 15:33:09] ppdet.engine INFO: Epoch: [187] [560/610] learning_rate: 0.073806 loss_vfl: 0.953048 loss_bbox: 0.416721 loss_dfl: 0.404648 loss: 1.756083 eta: 15:45:42 batch_cost: 0.7613 data_cost: 0.0016 ips: 63.0472 images/s [03/13 15:33:28] ppdet.engine INFO: Epoch: [187] [580/610] learning_rate: 0.073768 loss_vfl: 0.985975 loss_bbox: 0.426230 loss_dfl: 0.415579 loss: 1.820651 eta: 15:45:25 batch_cost: 0.8387 data_cost: 0.0009 ips: 57.2280 images/s [03/13 15:33:46] ppdet.engine INFO: Epoch: [187] [600/610] learning_rate: 0.073730 loss_vfl: 0.976592 loss_bbox: 0.446841 loss_dfl: 0.411189 loss: 1.839922 eta: 15:45:09 batch_cost: 0.8086 data_cost: 0.0005 ips: 59.3587 images/s [03/13 15:33:59] ppdet.engine INFO: Epoch: [188] [ 0/610] learning_rate: 0.073711 loss_vfl: 0.963393 loss_bbox: 0.446507 loss_dfl: 0.433989 loss: 1.857192 eta: 15:45:02 batch_cost: 0.9240 data_cost: 0.2100 ips: 51.9463 images/s [03/13 15:34:19] ppdet.engine INFO: Epoch: [188] [ 20/610] learning_rate: 0.073673 loss_vfl: 0.977256 loss_bbox: 0.432905 loss_dfl: 0.420545 loss: 1.822736 eta: 15:44:46 batch_cost: 0.8782 data_cost: 0.0003 ips: 54.6560 images/s [03/13 15:34:39] ppdet.engine INFO: Epoch: [188] [ 40/610] learning_rate: 0.073635 loss_vfl: 0.921184 loss_bbox: 0.409177 loss_dfl: 0.403429 loss: 1.743775 eta: 15:44:29 batch_cost: 0.8459 data_cost: 0.0004 ips: 56.7437 images/s [03/13 15:34:57] ppdet.engine INFO: Epoch: [188] [ 60/610] learning_rate: 0.073597 loss_vfl: 0.933328 loss_bbox: 0.423661 loss_dfl: 0.394298 loss: 1.746901 eta: 15:44:12 batch_cost: 0.8197 data_cost: 0.0004 ips: 58.5574 images/s [03/13 15:35:15] ppdet.engine INFO: Epoch: [188] [ 80/610] learning_rate: 0.073559 loss_vfl: 0.989323 loss_bbox: 0.423809 loss_dfl: 0.427426 loss: 1.834810 eta: 15:43:55 batch_cost: 0.7672 data_cost: 0.0006 ips: 62.5692 images/s [03/13 15:35:34] ppdet.engine INFO: Epoch: [188] [100/610] learning_rate: 0.073521 loss_vfl: 0.946723 loss_bbox: 0.429299 loss_dfl: 0.404141 loss: 1.784307 eta: 15:43:38 batch_cost: 0.8201 data_cost: 0.0021 ips: 58.5259 images/s [03/13 15:35:52] ppdet.engine INFO: Epoch: [188] [120/610] learning_rate: 0.073483 loss_vfl: 0.893941 loss_bbox: 0.394338 loss_dfl: 0.385129 loss: 1.672864 eta: 15:43:22 batch_cost: 0.8290 data_cost: 0.0005 ips: 57.9003 images/s [03/13 15:36:09] ppdet.engine INFO: Epoch: [188] [140/610] learning_rate: 0.073445 loss_vfl: 0.933323 loss_bbox: 0.407465 loss_dfl: 0.394940 loss: 1.720052 eta: 15:43:05 batch_cost: 0.7812 data_cost: 0.0005 ips: 61.4428 images/s [03/13 15:36:28] ppdet.engine INFO: Epoch: [188] [160/610] learning_rate: 0.073407 loss_vfl: 0.982806 loss_bbox: 0.422216 loss_dfl: 0.424259 loss: 1.827080 eta: 15:42:48 batch_cost: 0.8147 data_cost: 0.0010 ips: 58.9195 images/s [03/13 15:36:45] ppdet.engine INFO: Epoch: [188] [180/610] learning_rate: 0.073369 loss_vfl: 0.978442 loss_bbox: 0.441679 loss_dfl: 0.424675 loss: 1.834702 eta: 15:42:31 batch_cost: 0.7898 data_cost: 0.0004 ips: 60.7775 images/s [03/13 15:37:04] ppdet.engine INFO: Epoch: [188] [200/610] learning_rate: 0.073331 loss_vfl: 0.915200 loss_bbox: 0.419878 loss_dfl: 0.400753 loss: 1.724750 eta: 15:42:15 batch_cost: 0.8567 data_cost: 0.0004 ips: 56.0299 images/s [03/13 15:37:22] ppdet.engine INFO: Epoch: [188] [220/610] learning_rate: 0.073293 loss_vfl: 1.003760 loss_bbox: 0.442355 loss_dfl: 0.423442 loss: 1.860913 eta: 15:41:57 batch_cost: 0.7503 data_cost: 0.0006 ips: 63.9713 images/s [03/13 15:37:39] ppdet.engine INFO: Epoch: [188] [240/610] learning_rate: 0.073255 loss_vfl: 0.950786 loss_bbox: 0.418449 loss_dfl: 0.405021 loss: 1.732264 eta: 15:41:39 batch_cost: 0.7396 data_cost: 0.0003 ips: 64.9016 images/s [03/13 15:37:57] ppdet.engine INFO: Epoch: [188] [260/610] learning_rate: 0.073217 loss_vfl: 0.877471 loss_bbox: 0.389969 loss_dfl: 0.378179 loss: 1.631874 eta: 15:41:22 batch_cost: 0.8071 data_cost: 0.0007 ips: 59.4698 images/s [03/13 15:38:15] ppdet.engine INFO: Epoch: [188] [280/610] learning_rate: 0.073179 loss_vfl: 0.944637 loss_bbox: 0.403924 loss_dfl: 0.416094 loss: 1.787771 eta: 15:41:06 batch_cost: 0.8365 data_cost: 0.0004 ips: 57.3806 images/s [03/13 15:38:33] ppdet.engine INFO: Epoch: [188] [300/610] learning_rate: 0.073141 loss_vfl: 1.001043 loss_bbox: 0.465313 loss_dfl: 0.431027 loss: 1.877573 eta: 15:40:49 batch_cost: 0.7902 data_cost: 0.0004 ips: 60.7458 images/s [03/13 15:38:52] ppdet.engine INFO: Epoch: [188] [320/610] learning_rate: 0.073103 loss_vfl: 0.933718 loss_bbox: 0.421964 loss_dfl: 0.400881 loss: 1.765150 eta: 15:40:33 batch_cost: 0.8714 data_cost: 0.0003 ips: 55.0828 images/s [03/13 15:39:10] ppdet.engine INFO: Epoch: [188] [340/610] learning_rate: 0.073065 loss_vfl: 0.901587 loss_bbox: 0.382537 loss_dfl: 0.379363 loss: 1.656010 eta: 15:40:15 batch_cost: 0.7530 data_cost: 0.0003 ips: 63.7485 images/s [03/13 15:39:28] ppdet.engine INFO: Epoch: [188] [360/610] learning_rate: 0.073027 loss_vfl: 0.980500 loss_bbox: 0.422444 loss_dfl: 0.424697 loss: 1.825341 eta: 15:39:58 batch_cost: 0.7971 data_cost: 0.0017 ips: 60.2211 images/s [03/13 15:39:45] ppdet.engine INFO: Epoch: [188] [380/610] learning_rate: 0.072989 loss_vfl: 0.915093 loss_bbox: 0.388007 loss_dfl: 0.382725 loss: 1.696781 eta: 15:39:41 batch_cost: 0.7547 data_cost: 0.0011 ips: 63.6045 images/s [03/13 15:40:03] ppdet.engine INFO: Epoch: [188] [400/610] learning_rate: 0.072951 loss_vfl: 0.991191 loss_bbox: 0.424034 loss_dfl: 0.416910 loss: 1.834002 eta: 15:39:24 batch_cost: 0.7922 data_cost: 0.0003 ips: 60.5943 images/s [03/13 15:40:21] ppdet.engine INFO: Epoch: [188] [420/610] learning_rate: 0.072913 loss_vfl: 0.936548 loss_bbox: 0.438874 loss_dfl: 0.418845 loss: 1.811839 eta: 15:39:07 batch_cost: 0.8207 data_cost: 0.0004 ips: 58.4879 images/s [03/13 15:40:39] ppdet.engine INFO: Epoch: [188] [440/610] learning_rate: 0.072875 loss_vfl: 0.996674 loss_bbox: 0.428685 loss_dfl: 0.423645 loss: 1.863708 eta: 15:38:50 batch_cost: 0.7909 data_cost: 0.0003 ips: 60.6880 images/s [03/13 15:40:57] ppdet.engine INFO: Epoch: [188] [460/610] learning_rate: 0.072837 loss_vfl: 0.941128 loss_bbox: 0.428119 loss_dfl: 0.417877 loss: 1.794698 eta: 15:38:33 batch_cost: 0.7887 data_cost: 0.0003 ips: 60.8576 images/s [03/13 15:41:15] ppdet.engine INFO: Epoch: [188] [480/610] learning_rate: 0.072799 loss_vfl: 0.931440 loss_bbox: 0.423281 loss_dfl: 0.406175 loss: 1.758883 eta: 15:38:16 batch_cost: 0.7812 data_cost: 0.0010 ips: 61.4462 images/s [03/13 15:41:32] ppdet.engine INFO: Epoch: [188] [500/610] learning_rate: 0.072761 loss_vfl: 0.907513 loss_bbox: 0.407305 loss_dfl: 0.398985 loss: 1.728700 eta: 15:37:59 batch_cost: 0.7912 data_cost: 0.0010 ips: 60.6648 images/s [03/13 15:41:50] ppdet.engine INFO: Epoch: [188] [520/610] learning_rate: 0.072723 loss_vfl: 0.939471 loss_bbox: 0.406876 loss_dfl: 0.391116 loss: 1.722140 eta: 15:37:42 batch_cost: 0.8168 data_cost: 0.0010 ips: 58.7692 images/s [03/13 15:42:09] ppdet.engine INFO: Epoch: [188] [540/610] learning_rate: 0.072685 loss_vfl: 0.912489 loss_bbox: 0.395457 loss_dfl: 0.394060 loss: 1.694699 eta: 15:37:25 batch_cost: 0.7772 data_cost: 0.0010 ips: 61.7596 images/s [03/13 15:42:26] ppdet.engine INFO: Epoch: [188] [560/610] learning_rate: 0.072647 loss_vfl: 0.967878 loss_bbox: 0.417498 loss_dfl: 0.405503 loss: 1.807509 eta: 15:37:07 batch_cost: 0.7640 data_cost: 0.0003 ips: 62.8247 images/s [03/13 15:42:44] ppdet.engine INFO: Epoch: [188] [580/610] learning_rate: 0.072609 loss_vfl: 0.927552 loss_bbox: 0.412047 loss_dfl: 0.406876 loss: 1.741828 eta: 15:36:50 batch_cost: 0.8021 data_cost: 0.0003 ips: 59.8425 images/s [03/13 15:43:02] ppdet.engine INFO: Epoch: [188] [600/610] learning_rate: 0.072571 loss_vfl: 1.005617 loss_bbox: 0.428352 loss_dfl: 0.428426 loss: 1.862202 eta: 15:36:33 batch_cost: 0.8038 data_cost: 0.0004 ips: 59.7199 images/s [03/13 15:43:16] ppdet.engine INFO: Epoch: [189] [ 0/610] learning_rate: 0.072553 loss_vfl: 1.008720 loss_bbox: 0.438528 loss_dfl: 0.428426 loss: 1.873921 eta: 15:36:27 batch_cost: 0.9839 data_cost: 0.2400 ips: 48.7853 images/s [03/13 15:43:36] ppdet.engine INFO: Epoch: [189] [ 20/610] learning_rate: 0.072515 loss_vfl: 0.996115 loss_bbox: 0.449364 loss_dfl: 0.430551 loss: 1.861136 eta: 15:36:11 batch_cost: 0.8766 data_cost: 0.0004 ips: 54.7568 images/s [03/13 15:43:54] ppdet.engine INFO: Epoch: [189] [ 40/610] learning_rate: 0.072477 loss_vfl: 0.936177 loss_bbox: 0.416731 loss_dfl: 0.408172 loss: 1.751010 eta: 15:35:54 batch_cost: 0.7898 data_cost: 0.0012 ips: 60.7782 images/s [03/13 15:44:12] ppdet.engine INFO: Epoch: [189] [ 60/610] learning_rate: 0.072439 loss_vfl: 0.908581 loss_bbox: 0.405592 loss_dfl: 0.393735 loss: 1.730966 eta: 15:35:37 batch_cost: 0.8113 data_cost: 0.0006 ips: 59.1629 images/s [03/13 15:44:31] ppdet.engine INFO: Epoch: [189] [ 80/610] learning_rate: 0.072401 loss_vfl: 0.933924 loss_bbox: 0.420004 loss_dfl: 0.415422 loss: 1.788145 eta: 15:35:20 batch_cost: 0.8072 data_cost: 0.0005 ips: 59.4680 images/s [03/13 15:44:49] ppdet.engine INFO: Epoch: [189] [100/610] learning_rate: 0.072363 loss_vfl: 0.921983 loss_bbox: 0.410159 loss_dfl: 0.407810 loss: 1.709442 eta: 15:35:03 batch_cost: 0.7580 data_cost: 0.0005 ips: 63.3286 images/s [03/13 15:45:06] ppdet.engine INFO: Epoch: [189] [120/610] learning_rate: 0.072325 loss_vfl: 0.983190 loss_bbox: 0.406544 loss_dfl: 0.410439 loss: 1.806589 eta: 15:34:46 batch_cost: 0.7742 data_cost: 0.0004 ips: 62.0008 images/s [03/13 15:45:25] ppdet.engine INFO: Epoch: [189] [140/610] learning_rate: 0.072287 loss_vfl: 0.934622 loss_bbox: 0.431684 loss_dfl: 0.403869 loss: 1.773674 eta: 15:34:29 batch_cost: 0.8186 data_cost: 0.0008 ips: 58.6402 images/s [03/13 15:45:42] ppdet.engine INFO: Epoch: [189] [160/610] learning_rate: 0.072249 loss_vfl: 0.993592 loss_bbox: 0.431876 loss_dfl: 0.420306 loss: 1.831559 eta: 15:34:12 batch_cost: 0.7785 data_cost: 0.0003 ips: 61.6576 images/s [03/13 15:46:00] ppdet.engine INFO: Epoch: [189] [180/610] learning_rate: 0.072212 loss_vfl: 0.948043 loss_bbox: 0.420785 loss_dfl: 0.410194 loss: 1.779636 eta: 15:33:55 batch_cost: 0.7897 data_cost: 0.0018 ips: 60.7807 images/s [03/13 15:46:17] ppdet.engine INFO: Epoch: [189] [200/610] learning_rate: 0.072174 loss_vfl: 0.991676 loss_bbox: 0.464813 loss_dfl: 0.437249 loss: 1.902626 eta: 15:33:38 batch_cost: 0.8032 data_cost: 0.0003 ips: 59.7618 images/s [03/13 15:46:35] ppdet.engine INFO: Epoch: [189] [220/610] learning_rate: 0.072136 loss_vfl: 0.916795 loss_bbox: 0.402656 loss_dfl: 0.397621 loss: 1.691564 eta: 15:33:21 batch_cost: 0.7834 data_cost: 0.0003 ips: 61.2747 images/s [03/13 15:46:53] ppdet.engine INFO: Epoch: [189] [240/610] learning_rate: 0.072098 loss_vfl: 1.002475 loss_bbox: 0.446905 loss_dfl: 0.430633 loss: 1.856851 eta: 15:33:04 batch_cost: 0.8000 data_cost: 0.0003 ips: 60.0023 images/s [03/13 15:47:11] ppdet.engine INFO: Epoch: [189] [260/610] learning_rate: 0.072060 loss_vfl: 0.957224 loss_bbox: 0.417644 loss_dfl: 0.409010 loss: 1.783944 eta: 15:32:47 batch_cost: 0.7811 data_cost: 0.0003 ips: 61.4538 images/s [03/13 15:47:30] ppdet.engine INFO: Epoch: [189] [280/610] learning_rate: 0.072022 loss_vfl: 0.930505 loss_bbox: 0.418373 loss_dfl: 0.403906 loss: 1.749686 eta: 15:32:30 batch_cost: 0.8171 data_cost: 0.0003 ips: 58.7460 images/s [03/13 15:47:48] ppdet.engine INFO: Epoch: [189] [300/610] learning_rate: 0.071985 loss_vfl: 0.995906 loss_bbox: 0.447984 loss_dfl: 0.411910 loss: 1.835363 eta: 15:32:13 batch_cost: 0.8105 data_cost: 0.0003 ips: 59.2235 images/s [03/13 15:48:06] ppdet.engine INFO: Epoch: [189] [320/610] learning_rate: 0.071947 loss_vfl: 0.911022 loss_bbox: 0.409271 loss_dfl: 0.402497 loss: 1.731948 eta: 15:31:56 batch_cost: 0.8190 data_cost: 0.0003 ips: 58.6065 images/s [03/13 15:48:24] ppdet.engine INFO: Epoch: [189] [340/610] learning_rate: 0.071909 loss_vfl: 0.944704 loss_bbox: 0.405190 loss_dfl: 0.394045 loss: 1.738065 eta: 15:31:39 batch_cost: 0.8155 data_cost: 0.0012 ips: 58.8624 images/s [03/13 15:48:42] ppdet.engine INFO: Epoch: [189] [360/610] learning_rate: 0.071871 loss_vfl: 0.943249 loss_bbox: 0.447556 loss_dfl: 0.421986 loss: 1.813094 eta: 15:31:22 batch_cost: 0.7815 data_cost: 0.0003 ips: 61.4185 images/s [03/13 15:49:00] ppdet.engine INFO: Epoch: [189] [380/610] learning_rate: 0.071833 loss_vfl: 0.966591 loss_bbox: 0.407273 loss_dfl: 0.398123 loss: 1.747849 eta: 15:31:05 batch_cost: 0.7864 data_cost: 0.0003 ips: 61.0382 images/s [03/13 15:49:18] ppdet.engine INFO: Epoch: [189] [400/610] learning_rate: 0.071796 loss_vfl: 0.947507 loss_bbox: 0.416028 loss_dfl: 0.405630 loss: 1.789923 eta: 15:30:48 batch_cost: 0.7925 data_cost: 0.0003 ips: 60.5698 images/s [03/13 15:49:36] ppdet.engine INFO: Epoch: [189] [420/610] learning_rate: 0.071758 loss_vfl: 1.026319 loss_bbox: 0.450867 loss_dfl: 0.442631 loss: 1.947688 eta: 15:30:31 batch_cost: 0.8085 data_cost: 0.0003 ips: 59.3709 images/s [03/13 15:49:54] ppdet.engine INFO: Epoch: [189] [440/610] learning_rate: 0.071720 loss_vfl: 0.995966 loss_bbox: 0.425208 loss_dfl: 0.426688 loss: 1.862097 eta: 15:30:15 batch_cost: 0.8168 data_cost: 0.0003 ips: 58.7631 images/s [03/13 15:50:12] ppdet.engine INFO: Epoch: [189] [460/610] learning_rate: 0.071682 loss_vfl: 0.960746 loss_bbox: 0.413117 loss_dfl: 0.421090 loss: 1.782303 eta: 15:29:58 batch_cost: 0.7980 data_cost: 0.0003 ips: 60.1521 images/s [03/13 15:50:30] ppdet.engine INFO: Epoch: [189] [480/610] learning_rate: 0.071644 loss_vfl: 0.936504 loss_bbox: 0.412606 loss_dfl: 0.400861 loss: 1.762605 eta: 15:29:41 batch_cost: 0.7868 data_cost: 0.0017 ips: 61.0062 images/s [03/13 15:50:48] ppdet.engine INFO: Epoch: [189] [500/610] learning_rate: 0.071607 loss_vfl: 0.942703 loss_bbox: 0.425533 loss_dfl: 0.412907 loss: 1.813662 eta: 15:29:24 batch_cost: 0.7906 data_cost: 0.0003 ips: 60.7101 images/s [03/13 15:51:06] ppdet.engine INFO: Epoch: [189] [520/610] learning_rate: 0.071569 loss_vfl: 0.923840 loss_bbox: 0.406191 loss_dfl: 0.397557 loss: 1.718081 eta: 15:29:07 batch_cost: 0.8179 data_cost: 0.0005 ips: 58.6871 images/s [03/13 15:51:24] ppdet.engine INFO: Epoch: [189] [540/610] learning_rate: 0.071531 loss_vfl: 0.922925 loss_bbox: 0.406440 loss_dfl: 0.397771 loss: 1.707144 eta: 15:28:49 batch_cost: 0.7680 data_cost: 0.0009 ips: 62.5007 images/s [03/13 15:51:42] ppdet.engine INFO: Epoch: [189] [560/610] learning_rate: 0.071493 loss_vfl: 0.933099 loss_bbox: 0.403911 loss_dfl: 0.402254 loss: 1.752343 eta: 15:28:33 batch_cost: 0.8168 data_cost: 0.0003 ips: 58.7681 images/s [03/13 15:52:00] ppdet.engine INFO: Epoch: [189] [580/610] learning_rate: 0.071456 loss_vfl: 0.963208 loss_bbox: 0.428346 loss_dfl: 0.414549 loss: 1.810797 eta: 15:28:16 batch_cost: 0.8025 data_cost: 0.0009 ips: 59.8167 images/s [03/13 15:52:17] ppdet.engine INFO: Epoch: [189] [600/610] learning_rate: 0.071418 loss_vfl: 0.980551 loss_bbox: 0.441215 loss_dfl: 0.422743 loss: 1.893871 eta: 15:27:59 batch_cost: 0.8058 data_cost: 0.0004 ips: 59.5650 images/s [03/13 15:52:25] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_s_416_coco [03/13 15:52:25] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_s_416_coco [03/13 15:52:26] ppdet.engine INFO: Eval iter: 0 [03/13 15:52:42] ppdet.engine INFO: Eval iter: 100 [03/13 15:52:52] ppdet.engine INFO: Eval iter: 200 [03/13 15:53:02] ppdet.engine INFO: Eval iter: 300 [03/13 15:53:13] ppdet.engine INFO: Eval iter: 400 [03/13 15:53:23] ppdet.engine INFO: Eval iter: 500 [03/13 15:53:33] ppdet.engine INFO: Eval iter: 600 [03/13 15:53:50] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json. loading annotations into memory... Done (t=0.66s) creating index... index created! [03/13 15:53:50] ppdet.metrics.coco_utils INFO: Start evaluate... Loading and preparing results... DONE (t=4.74s) creating index... index created! Running per image evaluation... Evaluate annotation type *bbox* DONE (t=96.68s). Accumulating evaluation results... DONE (t=18.32s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.313 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.459 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.331 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.114 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.332 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.522 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.282 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.448 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.478 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.202 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.536 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.732 [03/13 15:55:52] ppdet.engine INFO: Total sample number: 4952, averge FPS: 69.76713053124499 [03/13 15:55:52] ppdet.engine INFO: Best test bbox ap is 0.313. [03/13 15:55:52] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_s_416_coco [03/13 15:55:52] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_s_416_coco [03/13 15:55:53] ppdet.engine INFO: Epoch: [190] [ 0/610] learning_rate: 0.071399 loss_vfl: 0.988744 loss_bbox: 0.448034 loss_dfl: 0.432312 loss: 1.856096 eta: 15:27:49 batch_cost: 0.6680 data_cost: 0.0003 ips: 71.8516 images/s [03/13 15:56:13] ppdet.engine INFO: Epoch: [190] [ 20/610] learning_rate: 0.071361 loss_vfl: 0.921460 loss_bbox: 0.401868 loss_dfl: 0.400450 loss: 1.713092 eta: 15:27:33 batch_cost: 0.8466 data_cost: 0.0003 ips: 56.6948 images/s [03/13 15:56:30] ppdet.engine INFO: Epoch: [190] [ 40/610] learning_rate: 0.071324 loss_vfl: 0.893545 loss_bbox: 0.392343 loss_dfl: 0.390246 loss: 1.679978 eta: 15:27:16 batch_cost: 0.7796 data_cost: 0.0010 ips: 61.5689 images/s [03/13 15:56:49] ppdet.engine INFO: Epoch: [190] [ 60/610] learning_rate: 0.071286 loss_vfl: 0.856674 loss_bbox: 0.378265 loss_dfl: 0.368637 loss: 1.588542 eta: 15:26:59 batch_cost: 0.8146 data_cost: 0.0010 ips: 58.9266 images/s [03/13 15:57:06] ppdet.engine INFO: Epoch: [190] [ 80/610] learning_rate: 0.071248 loss_vfl: 0.884984 loss_bbox: 0.387409 loss_dfl: 0.390045 loss: 1.659332 eta: 15:26:42 batch_cost: 0.7722 data_cost: 0.0007 ips: 62.1572 images/s [03/13 15:57:25] ppdet.engine INFO: Epoch: [190] [100/610] learning_rate: 0.071210 loss_vfl: 0.945661 loss_bbox: 0.422863 loss_dfl: 0.412542 loss: 1.774886 eta: 15:26:25 batch_cost: 0.8454 data_cost: 0.0004 ips: 56.7747 images/s [03/13 15:57:43] ppdet.engine INFO: Epoch: [190] [120/610] learning_rate: 0.071173 loss_vfl: 0.980772 loss_bbox: 0.412262 loss_dfl: 0.423382 loss: 1.837354 eta: 15:26:08 batch_cost: 0.7851 data_cost: 0.0004 ips: 61.1399 images/s [03/13 15:58:01] ppdet.engine INFO: Epoch: [190] [140/610] learning_rate: 0.071135 loss_vfl: 0.966284 loss_bbox: 0.418976 loss_dfl: 0.419194 loss: 1.798998 eta: 15:25:51 batch_cost: 0.7981 data_cost: 0.0003 ips: 60.1426 images/s [03/13 15:58:18] ppdet.engine INFO: Epoch: [190] [160/610] learning_rate: 0.071097 loss_vfl: 0.932719 loss_bbox: 0.415854 loss_dfl: 0.414032 loss: 1.752457 eta: 15:25:34 batch_cost: 0.8001 data_cost: 0.0003 ips: 59.9890 images/s [03/13 15:58:37] ppdet.engine INFO: Epoch: [190] [180/610] learning_rate: 0.071060 loss_vfl: 0.923115 loss_bbox: 0.413055 loss_dfl: 0.397589 loss: 1.744445 eta: 15:25:18 batch_cost: 0.8263 data_cost: 0.0017 ips: 58.0875 images/s [03/13 15:58:54] ppdet.engine INFO: Epoch: [190] [200/610] learning_rate: 0.071022 loss_vfl: 0.904319 loss_bbox: 0.421334 loss_dfl: 0.409679 loss: 1.733896 eta: 15:25:00 batch_cost: 0.7557 data_cost: 0.0003 ips: 63.5177 images/s [03/13 15:59:12] ppdet.engine INFO: Epoch: [190] [220/610] learning_rate: 0.070984 loss_vfl: 0.943594 loss_bbox: 0.447419 loss_dfl: 0.418052 loss: 1.805007 eta: 15:24:43 batch_cost: 0.8228 data_cost: 0.0003 ips: 58.3375 images/s [03/13 15:59:30] ppdet.engine INFO: Epoch: [190] [240/610] learning_rate: 0.070947 loss_vfl: 0.944103 loss_bbox: 0.409646 loss_dfl: 0.409499 loss: 1.771974 eta: 15:24:26 batch_cost: 0.7758 data_cost: 0.0011 ips: 61.8742 images/s [03/13 15:59:48] ppdet.engine INFO: Epoch: [190] [260/610] learning_rate: 0.070909 loss_vfl: 0.983370 loss_bbox: 0.440047 loss_dfl: 0.424688 loss: 1.858631 eta: 15:24:09 batch_cost: 0.7757 data_cost: 0.0003 ips: 61.8794 images/s [03/13 16:00:06] ppdet.engine INFO: Epoch: [190] [280/610] learning_rate: 0.070871 loss_vfl: 0.977200 loss_bbox: 0.431909 loss_dfl: 0.426508 loss: 1.830030 eta: 15:23:52 batch_cost: 0.7937 data_cost: 0.0009 ips: 60.4774 images/s [03/13 16:00:24] ppdet.engine INFO: Epoch: [190] [300/610] learning_rate: 0.070834 loss_vfl: 0.899170 loss_bbox: 0.385846 loss_dfl: 0.374814 loss: 1.659759 eta: 15:23:35 batch_cost: 0.7746 data_cost: 0.0003 ips: 61.9641 images/s [03/13 16:00:43] ppdet.engine INFO: Epoch: [190] [320/610] learning_rate: 0.070796 loss_vfl: 0.972125 loss_bbox: 0.413115 loss_dfl: 0.408130 loss: 1.786199 eta: 15:23:18 batch_cost: 0.8074 data_cost: 0.0004 ips: 59.4487 images/s [03/13 16:01:00] ppdet.engine INFO: Epoch: [190] [340/610] learning_rate: 0.070758 loss_vfl: 0.939099 loss_bbox: 0.416888 loss_dfl: 0.415094 loss: 1.798734 eta: 15:23:01 batch_cost: 0.7618 data_cost: 0.0005 ips: 63.0126 images/s [03/13 16:01:18] ppdet.engine INFO: Epoch: [190] [360/610] learning_rate: 0.070721 loss_vfl: 0.838579 loss_bbox: 0.367574 loss_dfl: 0.379732 loss: 1.606571 eta: 15:22:43 batch_cost: 0.7797 data_cost: 0.0004 ips: 61.5648 images/s [03/13 16:01:37] ppdet.engine INFO: Epoch: [190] [380/610] learning_rate: 0.070683 loss_vfl: 0.946563 loss_bbox: 0.431403 loss_dfl: 0.422071 loss: 1.815885 eta: 15:22:27 batch_cost: 0.8105 data_cost: 0.0003 ips: 59.2230 images/s [03/13 16:01:56] ppdet.engine INFO: Epoch: [190] [400/610] learning_rate: 0.070646 loss_vfl: 0.975980 loss_bbox: 0.426509 loss_dfl: 0.413307 loss: 1.785690 eta: 15:22:11 batch_cost: 0.8769 data_cost: 0.0009 ips: 54.7360 images/s [03/13 16:02:14] ppdet.engine INFO: Epoch: [190] [420/610] learning_rate: 0.070608 loss_vfl: 0.952598 loss_bbox: 0.422455 loss_dfl: 0.405502 loss: 1.787219 eta: 15:21:54 batch_cost: 0.8164 data_cost: 0.0015 ips: 58.7930 images/s [03/13 16:02:32] ppdet.engine INFO: Epoch: [190] [440/610] learning_rate: 0.070570 loss_vfl: 0.905774 loss_bbox: 0.392600 loss_dfl: 0.394548 loss: 1.689947 eta: 15:21:37 batch_cost: 0.8028 data_cost: 0.0004 ips: 59.7899 images/s [03/13 16:02:50] ppdet.engine INFO: Epoch: [190] [460/610] learning_rate: 0.070533 loss_vfl: 0.957431 loss_bbox: 0.422025 loss_dfl: 0.420595 loss: 1.822975 eta: 15:21:20 batch_cost: 0.7966 data_cost: 0.0004 ips: 60.2575 images/s [03/13 16:03:07] ppdet.engine INFO: Epoch: [190] [480/610] learning_rate: 0.070495 loss_vfl: 0.970419 loss_bbox: 0.422674 loss_dfl: 0.405873 loss: 1.789209 eta: 15:21:03 batch_cost: 0.7831 data_cost: 0.0004 ips: 61.2983 images/s [03/13 16:03:26] ppdet.engine INFO: Epoch: [190] [500/610] learning_rate: 0.070458 loss_vfl: 0.951356 loss_bbox: 0.415610 loss_dfl: 0.398188 loss: 1.772237 eta: 15:20:46 batch_cost: 0.8200 data_cost: 0.0011 ips: 58.5348 images/s [03/13 16:03:43] ppdet.engine INFO: Epoch: [190] [520/610] learning_rate: 0.070420 loss_vfl: 0.975394 loss_bbox: 0.421611 loss_dfl: 0.412300 loss: 1.820969 eta: 15:20:29 batch_cost: 0.7993 data_cost: 0.0003 ips: 60.0493 images/s [03/13 16:04:01] ppdet.engine INFO: Epoch: [190] [540/610] learning_rate: 0.070382 loss_vfl: 0.954360 loss_bbox: 0.416787 loss_dfl: 0.424116 loss: 1.802555 eta: 15:20:12 batch_cost: 0.7692 data_cost: 0.0003 ips: 62.4039 images/s [03/13 16:04:19] ppdet.engine INFO: Epoch: [190] [560/610] learning_rate: 0.070345 loss_vfl: 0.872738 loss_bbox: 0.389413 loss_dfl: 0.381079 loss: 1.652621 eta: 15:19:55 batch_cost: 0.7929 data_cost: 0.0004 ips: 60.5393 images/s [03/13 16:04:37] ppdet.engine INFO: Epoch: [190] [580/610] learning_rate: 0.070307 loss_vfl: 0.886506 loss_bbox: 0.398811 loss_dfl: 0.387250 loss: 1.671347 eta: 15:19:38 batch_cost: 0.8201 data_cost: 0.0005 ips: 58.5284 images/s [03/13 16:04:56] ppdet.engine INFO: Epoch: [190] [600/610] learning_rate: 0.070270 loss_vfl: 0.998893 loss_bbox: 0.445594 loss_dfl: 0.424017 loss: 1.860786 eta: 15:19:21 batch_cost: 0.8105 data_cost: 0.0004 ips: 59.2193 images/s [03/13 16:05:11] ppdet.engine INFO: Epoch: [191] [ 0/610] learning_rate: 0.070251 loss_vfl: 0.905800 loss_bbox: 0.407587 loss_dfl: 0.403223 loss: 1.726537 eta: 15:19:16 batch_cost: 1.0455 data_cost: 0.2813 ips: 45.9116 images/s [03/13 16:05:31] ppdet.engine INFO: Epoch: [191] [ 20/610] learning_rate: 0.070213 loss_vfl: 0.916175 loss_bbox: 0.415330 loss_dfl: 0.418267 loss: 1.713214 eta: 15:18:59 batch_cost: 0.8662 data_cost: 0.0004 ips: 55.4175 images/s [03/13 16:05:50] ppdet.engine INFO: Epoch: [191] [ 40/610] learning_rate: 0.070176 loss_vfl: 0.889876 loss_bbox: 0.395574 loss_dfl: 0.393380 loss: 1.698599 eta: 15:18:43 batch_cost: 0.8057 data_cost: 0.0006 ips: 59.5730 images/s [03/13 16:06:08] ppdet.engine INFO: Epoch: [191] [ 60/610] learning_rate: 0.070138 loss_vfl: 0.921810 loss_bbox: 0.399621 loss_dfl: 0.392916 loss: 1.708323 eta: 15:18:26 batch_cost: 0.8065 data_cost: 0.0006 ips: 59.5138 images/s [03/13 16:06:27] ppdet.engine INFO: Epoch: [191] [ 80/610] learning_rate: 0.070101 loss_vfl: 0.947601 loss_bbox: 0.400980 loss_dfl: 0.395051 loss: 1.779439 eta: 15:18:10 batch_cost: 0.8959 data_cost: 0.0005 ips: 53.5766 images/s [03/13 16:06:44] ppdet.engine INFO: Epoch: [191] [100/610] learning_rate: 0.070063 loss_vfl: 0.891976 loss_bbox: 0.406305 loss_dfl: 0.410284 loss: 1.726177 eta: 15:17:53 batch_cost: 0.7682 data_cost: 0.0004 ips: 62.4822 images/s [03/13 16:07:03] ppdet.engine INFO: Epoch: [191] [120/610] learning_rate: 0.070026 loss_vfl: 0.984877 loss_bbox: 0.451692 loss_dfl: 0.435422 loss: 1.866420 eta: 15:17:36 batch_cost: 0.8218 data_cost: 0.0004 ips: 58.4094 images/s [03/13 16:07:21] ppdet.engine INFO: Epoch: [191] [140/610] learning_rate: 0.069988 loss_vfl: 0.951548 loss_bbox: 0.412937 loss_dfl: 0.406641 loss: 1.774457 eta: 15:17:19 batch_cost: 0.7811 data_cost: 0.0007 ips: 61.4553 images/s [03/13 16:07:38] ppdet.engine INFO: Epoch: [191] [160/610] learning_rate: 0.069951 loss_vfl: 0.916612 loss_bbox: 0.403783 loss_dfl: 0.391283 loss: 1.733632 eta: 15:17:02 batch_cost: 0.7788 data_cost: 0.0004 ips: 61.6305 images/s [03/13 16:07:56] ppdet.engine INFO: Epoch: [191] [180/610] learning_rate: 0.069913 loss_vfl: 0.959617 loss_bbox: 0.416101 loss_dfl: 0.412019 loss: 1.775538 eta: 15:16:44 batch_cost: 0.7792 data_cost: 0.0003 ips: 61.6015 images/s [03/13 16:08:15] ppdet.engine INFO: Epoch: [191] [200/610] learning_rate: 0.069876 loss_vfl: 0.959976 loss_bbox: 0.436750 loss_dfl: 0.429518 loss: 1.807742 eta: 15:16:28 batch_cost: 0.8507 data_cost: 0.0003 ips: 56.4252 images/s [03/13 16:08:34] ppdet.engine INFO: Epoch: [191] [220/610] learning_rate: 0.069838 loss_vfl: 0.942353 loss_bbox: 0.422486 loss_dfl: 0.412801 loss: 1.798255 eta: 15:16:11 batch_cost: 0.8072 data_cost: 0.0010 ips: 59.4673 images/s [03/13 16:08:52] ppdet.engine INFO: Epoch: [191] [240/610] learning_rate: 0.069801 loss_vfl: 0.937765 loss_bbox: 0.412951 loss_dfl: 0.385234 loss: 1.736274 eta: 15:15:54 batch_cost: 0.8153 data_cost: 0.0003 ips: 58.8728 images/s [03/13 16:09:10] ppdet.engine INFO: Epoch: [191] [260/610] learning_rate: 0.069763 loss_vfl: 0.920645 loss_bbox: 0.393946 loss_dfl: 0.400085 loss: 1.703807 eta: 15:15:38 batch_cost: 0.8050 data_cost: 0.0015 ips: 59.6299 images/s [03/13 16:09:29] ppdet.engine INFO: Epoch: [191] [280/610] learning_rate: 0.069726 loss_vfl: 0.930783 loss_bbox: 0.406201 loss_dfl: 0.402665 loss: 1.731625 eta: 15:15:21 batch_cost: 0.7942 data_cost: 0.0022 ips: 60.4363 images/s [03/13 16:09:47] ppdet.engine INFO: Epoch: [191] [300/610] learning_rate: 0.069688 loss_vfl: 0.930823 loss_bbox: 0.411843 loss_dfl: 0.399105 loss: 1.737530 eta: 15:15:04 batch_cost: 0.8148 data_cost: 0.0003 ips: 58.9086 images/s [03/13 16:10:05] ppdet.engine INFO: Epoch: [191] [320/610] learning_rate: 0.069651 loss_vfl: 0.971361 loss_bbox: 0.423134 loss_dfl: 0.412003 loss: 1.858966 eta: 15:14:47 batch_cost: 0.8129 data_cost: 0.0004 ips: 59.0449 images/s [03/13 16:10:23] ppdet.engine INFO: Epoch: [191] [340/610] learning_rate: 0.069613 loss_vfl: 0.920518 loss_bbox: 0.401263 loss_dfl: 0.396611 loss: 1.722754 eta: 15:14:30 batch_cost: 0.7745 data_cost: 0.0021 ips: 61.9777 images/s [03/13 16:10:41] ppdet.engine INFO: Epoch: [191] [360/610] learning_rate: 0.069576 loss_vfl: 0.934022 loss_bbox: 0.426914 loss_dfl: 0.412334 loss: 1.765403 eta: 15:14:13 batch_cost: 0.7782 data_cost: 0.0003 ips: 61.6781 images/s [03/13 16:10:59] ppdet.engine INFO: Epoch: [191] [380/610] learning_rate: 0.069538 loss_vfl: 0.924728 loss_bbox: 0.407913 loss_dfl: 0.402876 loss: 1.747821 eta: 15:13:56 batch_cost: 0.8006 data_cost: 0.0008 ips: 59.9532 images/s [03/13 16:11:17] ppdet.engine INFO: Epoch: [191] [400/610] learning_rate: 0.069501 loss_vfl: 0.901629 loss_bbox: 0.419490 loss_dfl: 0.402588 loss: 1.723203 eta: 15:13:39 batch_cost: 0.8102 data_cost: 0.0013 ips: 59.2449 images/s [03/13 16:11:36] ppdet.engine INFO: Epoch: [191] [420/610] learning_rate: 0.069464 loss_vfl: 0.964313 loss_bbox: 0.434337 loss_dfl: 0.429742 loss: 1.822550 eta: 15:13:22 batch_cost: 0.8162 data_cost: 0.0003 ips: 58.8098 images/s [03/13 16:11:53] ppdet.engine INFO: Epoch: [191] [440/610] learning_rate: 0.069426 loss_vfl: 0.927653 loss_bbox: 0.402754 loss_dfl: 0.405169 loss: 1.726426 eta: 15:13:05 batch_cost: 0.7577 data_cost: 0.0003 ips: 63.3462 images/s [03/13 16:12:11] ppdet.engine INFO: Epoch: [191] [460/610] learning_rate: 0.069389 loss_vfl: 0.934320 loss_bbox: 0.404223 loss_dfl: 0.399172 loss: 1.742360 eta: 15:12:48 batch_cost: 0.8141 data_cost: 0.0003 ips: 58.9634 images/s [03/13 16:12:29] ppdet.engine INFO: Epoch: [191] [480/610] learning_rate: 0.069351 loss_vfl: 0.950614 loss_bbox: 0.423412 loss_dfl: 0.411183 loss: 1.796583 eta: 15:12:31 batch_cost: 0.8135 data_cost: 0.0006 ips: 59.0069 images/s [03/13 16:12:47] ppdet.engine INFO: Epoch: [191] [500/610] learning_rate: 0.069314 loss_vfl: 0.960493 loss_bbox: 0.434888 loss_dfl: 0.416357 loss: 1.817431 eta: 15:12:14 batch_cost: 0.7761 data_cost: 0.0004 ips: 61.8503 images/s [03/13 16:13:06] ppdet.engine INFO: Epoch: [191] [520/610] learning_rate: 0.069276 loss_vfl: 0.930735 loss_bbox: 0.404007 loss_dfl: 0.402472 loss: 1.757819 eta: 15:11:58 batch_cost: 0.8364 data_cost: 0.0009 ips: 57.3866 images/s [03/13 16:13:24] ppdet.engine INFO: Epoch: [191] [540/610] learning_rate: 0.069239 loss_vfl: 0.934612 loss_bbox: 0.415315 loss_dfl: 0.398131 loss: 1.747062 eta: 15:11:41 batch_cost: 0.8410 data_cost: 0.0003 ips: 57.0773 images/s [03/13 16:13:43] ppdet.engine INFO: Epoch: [191] [560/610] learning_rate: 0.069202 loss_vfl: 0.888712 loss_bbox: 0.372755 loss_dfl: 0.366616 loss: 1.618968 eta: 15:11:25 batch_cost: 0.8561 data_cost: 0.0003 ips: 56.0656 images/s [03/13 16:14:01] ppdet.engine INFO: Epoch: [191] [580/610] learning_rate: 0.069164 loss_vfl: 0.907831 loss_bbox: 0.375013 loss_dfl: 0.378403 loss: 1.677616 eta: 15:11:08 batch_cost: 0.7846 data_cost: 0.0009 ips: 61.1758 images/s [03/13 16:14:19] ppdet.engine INFO: Epoch: [191] [600/610] learning_rate: 0.069127 loss_vfl: 0.906096 loss_bbox: 0.409553 loss_dfl: 0.400017 loss: 1.723192 eta: 15:10:51 batch_cost: 0.8238 data_cost: 0.0003 ips: 58.2632 images/s [03/13 16:14:33] ppdet.engine INFO: Epoch: [192] [ 0/610] learning_rate: 0.069108 loss_vfl: 0.909528 loss_bbox: 0.399189 loss_dfl: 0.394091 loss: 1.697665 eta: 15:10:44 batch_cost: 0.9900 data_cost: 0.2240 ips: 48.4859 images/s [03/13 16:14:53] ppdet.engine INFO: Epoch: [192] [ 20/610] learning_rate: 0.069071 loss_vfl: 0.943244 loss_bbox: 0.413760 loss_dfl: 0.413779 loss: 1.784168 eta: 15:10:29 batch_cost: 0.9250 data_cost: 0.0003 ips: 51.8901 images/s [03/13 16:15:11] ppdet.engine INFO: Epoch: [192] [ 40/610] learning_rate: 0.069033 loss_vfl: 1.007843 loss_bbox: 0.471552 loss_dfl: 0.442744 loss: 1.928401 eta: 15:10:12 batch_cost: 0.8261 data_cost: 0.0003 ips: 58.1027 images/s [03/13 16:15:31] ppdet.engine INFO: Epoch: [192] [ 60/610] learning_rate: 0.068996 loss_vfl: 0.957656 loss_bbox: 0.417931 loss_dfl: 0.416705 loss: 1.810323 eta: 15:09:56 batch_cost: 0.8584 data_cost: 0.0003 ips: 55.9179 images/s [03/13 16:15:49] ppdet.engine INFO: Epoch: [192] [ 80/610] learning_rate: 0.068959 loss_vfl: 0.939601 loss_bbox: 0.416526 loss_dfl: 0.410483 loss: 1.736762 eta: 15:09:39 batch_cost: 0.7829 data_cost: 0.0009 ips: 61.3133 images/s [03/13 16:16:07] ppdet.engine INFO: Epoch: [192] [100/610] learning_rate: 0.068921 loss_vfl: 0.909453 loss_bbox: 0.398337 loss_dfl: 0.389872 loss: 1.689167 eta: 15:09:22 batch_cost: 0.8353 data_cost: 0.0003 ips: 57.4664 images/s [03/13 16:16:26] ppdet.engine INFO: Epoch: [192] [120/610] learning_rate: 0.068884 loss_vfl: 0.929312 loss_bbox: 0.408086 loss_dfl: 0.399254 loss: 1.756066 eta: 15:09:06 batch_cost: 0.8260 data_cost: 0.0003 ips: 58.1145 images/s [03/13 16:16:44] ppdet.engine INFO: Epoch: [192] [140/610] learning_rate: 0.068847 loss_vfl: 0.933757 loss_bbox: 0.414835 loss_dfl: 0.405540 loss: 1.747184 eta: 15:08:49 batch_cost: 0.8047 data_cost: 0.0024 ips: 59.6528 images/s [03/13 16:17:01] ppdet.engine INFO: Epoch: [192] [160/610] learning_rate: 0.068809 loss_vfl: 0.987335 loss_bbox: 0.435705 loss_dfl: 0.423185 loss: 1.853096 eta: 15:08:32 batch_cost: 0.7878 data_cost: 0.0012 ips: 60.9289 images/s [03/13 16:17:20] ppdet.engine INFO: Epoch: [192] [180/610] learning_rate: 0.068772 loss_vfl: 0.975607 loss_bbox: 0.430404 loss_dfl: 0.427562 loss: 1.848775 eta: 15:08:15 batch_cost: 0.8238 data_cost: 0.0003 ips: 58.2673 images/s [03/13 16:17:37] ppdet.engine INFO: Epoch: [192] [200/610] learning_rate: 0.068735 loss_vfl: 0.979501 loss_bbox: 0.424495 loss_dfl: 0.418139 loss: 1.824877 eta: 15:07:58 batch_cost: 0.7866 data_cost: 0.0003 ips: 61.0215 images/s [03/13 16:17:55] ppdet.engine INFO: Epoch: [192] [220/610] learning_rate: 0.068697 loss_vfl: 0.930738 loss_bbox: 0.408040 loss_dfl: 0.406397 loss: 1.768973 eta: 15:07:41 batch_cost: 0.8134 data_cost: 0.0006 ips: 59.0088 images/s [03/13 16:18:14] ppdet.engine INFO: Epoch: [192] [240/610] learning_rate: 0.068660 loss_vfl: 0.947165 loss_bbox: 0.428616 loss_dfl: 0.417430 loss: 1.782830 eta: 15:07:24 batch_cost: 0.8019 data_cost: 0.0003 ips: 59.8582 images/s [03/13 16:18:31] ppdet.engine INFO: Epoch: [192] [260/610] learning_rate: 0.068623 loss_vfl: 0.940922 loss_bbox: 0.404185 loss_dfl: 0.405772 loss: 1.762102 eta: 15:07:07 batch_cost: 0.7680 data_cost: 0.0010 ips: 62.4965 images/s [03/13 16:18:49] ppdet.engine INFO: Epoch: [192] [280/610] learning_rate: 0.068586 loss_vfl: 0.963450 loss_bbox: 0.431888 loss_dfl: 0.409839 loss: 1.785931 eta: 15:06:50 batch_cost: 0.7943 data_cost: 0.0003 ips: 60.4317 images/s [03/13 16:19:07] ppdet.engine INFO: Epoch: [192] [300/610] learning_rate: 0.068548 loss_vfl: 0.967163 loss_bbox: 0.411921 loss_dfl: 0.407475 loss: 1.785088 eta: 15:06:34 batch_cost: 0.8206 data_cost: 0.0003 ips: 58.4927 images/s [03/13 16:19:25] ppdet.engine INFO: Epoch: [192] [320/610] learning_rate: 0.068511 loss_vfl: 0.962563 loss_bbox: 0.411739 loss_dfl: 0.401736 loss: 1.760961 eta: 15:06:16 batch_cost: 0.7652 data_cost: 0.0003 ips: 62.7306 images/s [03/13 16:19:43] ppdet.engine INFO: Epoch: [192] [340/610] learning_rate: 0.068474 loss_vfl: 0.923444 loss_bbox: 0.423567 loss_dfl: 0.417146 loss: 1.769376 eta: 15:05:59 batch_cost: 0.8114 data_cost: 0.0006 ips: 59.1561 images/s [03/13 16:20:00] ppdet.engine INFO: Epoch: [192] [360/610] learning_rate: 0.068436 loss_vfl: 0.912256 loss_bbox: 0.412648 loss_dfl: 0.400060 loss: 1.729389 eta: 15:05:42 batch_cost: 0.7822 data_cost: 0.0005 ips: 61.3652 images/s [03/13 16:20:18] ppdet.engine INFO: Epoch: [192] [380/610] learning_rate: 0.068399 loss_vfl: 1.006879 loss_bbox: 0.427794 loss_dfl: 0.433607 loss: 1.873368 eta: 15:05:25 batch_cost: 0.7458 data_cost: 0.0004 ips: 64.3639 images/s [03/13 16:20:35] ppdet.engine INFO: Epoch: [192] [400/610] learning_rate: 0.068362 loss_vfl: 0.938143 loss_bbox: 0.396865 loss_dfl: 0.397095 loss: 1.730688 eta: 15:05:08 batch_cost: 0.7798 data_cost: 0.0003 ips: 61.5541 images/s [03/13 16:20:53] ppdet.engine INFO: Epoch: [192] [420/610] learning_rate: 0.068325 loss_vfl: 0.962795 loss_bbox: 0.406647 loss_dfl: 0.419893 loss: 1.784267 eta: 15:04:50 batch_cost: 0.7763 data_cost: 0.0009 ips: 61.8289 images/s [03/13 16:21:11] ppdet.engine INFO: Epoch: [192] [440/610] learning_rate: 0.068287 loss_vfl: 0.954219 loss_bbox: 0.414099 loss_dfl: 0.404080 loss: 1.782470 eta: 15:04:34 batch_cost: 0.8259 data_cost: 0.0003 ips: 58.1188 images/s [03/13 16:21:29] ppdet.engine INFO: Epoch: [192] [460/610] learning_rate: 0.068250 loss_vfl: 0.969783 loss_bbox: 0.416226 loss_dfl: 0.410918 loss: 1.794062 eta: 15:04:17 batch_cost: 0.8244 data_cost: 0.0003 ips: 58.2258 images/s [03/13 16:21:47] ppdet.engine INFO: Epoch: [192] [480/610] learning_rate: 0.068213 loss_vfl: 0.937762 loss_bbox: 0.398244 loss_dfl: 0.386024 loss: 1.707322 eta: 15:04:00 batch_cost: 0.7924 data_cost: 0.0003 ips: 60.5770 images/s [03/13 16:22:05] ppdet.engine INFO: Epoch: [192] [500/610] learning_rate: 0.068176 loss_vfl: 0.952222 loss_bbox: 0.425417 loss_dfl: 0.411358 loss: 1.772711 eta: 15:03:43 batch_cost: 0.7753 data_cost: 0.0003 ips: 61.9147 images/s [03/13 16:22:23] ppdet.engine INFO: Epoch: [192] [520/610] learning_rate: 0.068139 loss_vfl: 0.922448 loss_bbox: 0.426328 loss_dfl: 0.407081 loss: 1.764082 eta: 15:03:26 batch_cost: 0.7991 data_cost: 0.0003 ips: 60.0648 images/s [03/13 16:22:40] ppdet.engine INFO: Epoch: [192] [540/610] learning_rate: 0.068101 loss_vfl: 0.930418 loss_bbox: 0.406127 loss_dfl: 0.402570 loss: 1.746836 eta: 15:03:09 batch_cost: 0.7541 data_cost: 0.0004 ips: 63.6541 images/s [03/13 16:22:58] ppdet.engine INFO: Epoch: [192] [560/610] learning_rate: 0.068064 loss_vfl: 0.956322 loss_bbox: 0.414982 loss_dfl: 0.403962 loss: 1.800360 eta: 15:02:51 batch_cost: 0.7584 data_cost: 0.0003 ips: 63.2926 images/s [03/13 16:23:16] ppdet.engine INFO: Epoch: [192] [580/610] learning_rate: 0.068027 loss_vfl: 0.896334 loss_bbox: 0.402694 loss_dfl: 0.403602 loss: 1.700663 eta: 15:02:34 batch_cost: 0.7608 data_cost: 0.0004 ips: 63.0924 images/s [03/13 16:23:34] ppdet.engine INFO: Epoch: [192] [600/610] learning_rate: 0.067990 loss_vfl: 1.000858 loss_bbox: 0.446515 loss_dfl: 0.426293 loss: 1.880176 eta: 15:02:18 batch_cost: 0.8472 data_cost: 0.0004 ips: 56.6599 images/s [03/13 16:23:48] ppdet.engine INFO: Epoch: [193] [ 0/610] learning_rate: 0.067971 loss_vfl: 0.971917 loss_bbox: 0.416769 loss_dfl: 0.418556 loss: 1.803885 eta: 15:02:11 batch_cost: 1.0006 data_cost: 0.1551 ips: 47.9735 images/s [03/13 16:24:07] ppdet.engine INFO: Epoch: [193] [ 20/610] learning_rate: 0.067934 loss_vfl: 0.926083 loss_bbox: 0.420411 loss_dfl: 0.401024 loss: 1.730656 eta: 15:01:55 batch_cost: 0.8593 data_cost: 0.0003 ips: 55.8616 images/s [03/13 16:24:27] ppdet.engine INFO: Epoch: [193] [ 40/610] learning_rate: 0.067897 loss_vfl: 0.927183 loss_bbox: 0.402072 loss_dfl: 0.398049 loss: 1.733618 eta: 15:01:39 batch_cost: 0.8704 data_cost: 0.0010 ips: 55.1487 images/s [03/13 16:24:44] ppdet.engine INFO: Epoch: [193] [ 60/610] learning_rate: 0.067860 loss_vfl: 0.956897 loss_bbox: 0.427154 loss_dfl: 0.415074 loss: 1.810342 eta: 15:01:21 batch_cost: 0.7571 data_cost: 0.0003 ips: 63.3959 images/s [03/13 16:25:01] ppdet.engine INFO: Epoch: [193] [ 80/610] learning_rate: 0.067822 loss_vfl: 0.920984 loss_bbox: 0.396675 loss_dfl: 0.399137 loss: 1.692176 eta: 15:01:04 batch_cost: 0.7481 data_cost: 0.0009 ips: 64.1660 images/s [03/13 16:25:18] ppdet.engine INFO: Epoch: [193] [100/610] learning_rate: 0.067785 loss_vfl: 0.934827 loss_bbox: 0.419343 loss_dfl: 0.398361 loss: 1.749757 eta: 15:00:47 batch_cost: 0.7673 data_cost: 0.0003 ips: 62.5557 images/s [03/13 16:25:37] ppdet.engine INFO: Epoch: [193] [120/610] learning_rate: 0.067748 loss_vfl: 0.966812 loss_bbox: 0.448634 loss_dfl: 0.419014 loss: 1.842330 eta: 15:00:30 batch_cost: 0.8065 data_cost: 0.0003 ips: 59.5153 images/s [03/13 16:25:56] ppdet.engine INFO: Epoch: [193] [140/610] learning_rate: 0.067711 loss_vfl: 0.915417 loss_bbox: 0.391769 loss_dfl: 0.382198 loss: 1.698109 eta: 15:00:13 batch_cost: 0.8544 data_cost: 0.0003 ips: 56.1785 images/s [03/13 16:26:14] ppdet.engine INFO: Epoch: [193] [160/610] learning_rate: 0.067674 loss_vfl: 0.972140 loss_bbox: 0.435186 loss_dfl: 0.422749 loss: 1.834784 eta: 14:59:56 batch_cost: 0.7749 data_cost: 0.0003 ips: 61.9424 images/s [03/13 16:26:31] ppdet.engine INFO: Epoch: [193] [180/610] learning_rate: 0.067637 loss_vfl: 0.983651 loss_bbox: 0.427672 loss_dfl: 0.425033 loss: 1.849527 eta: 14:59:39 batch_cost: 0.8025 data_cost: 0.0009 ips: 59.8109 images/s [03/13 16:26:49] ppdet.engine INFO: Epoch: [193] [200/610] learning_rate: 0.067600 loss_vfl: 0.923215 loss_bbox: 0.406420 loss_dfl: 0.405686 loss: 1.731471 eta: 14:59:22 batch_cost: 0.8001 data_cost: 0.0003 ips: 59.9906 images/s [03/13 16:27:07] ppdet.engine INFO: Epoch: [193] [220/610] learning_rate: 0.067562 loss_vfl: 0.919630 loss_bbox: 0.403413 loss_dfl: 0.389581 loss: 1.724779 eta: 14:59:05 batch_cost: 0.7966 data_cost: 0.0003 ips: 60.2554 images/s [03/13 16:27:25] ppdet.engine INFO: Epoch: [193] [240/610] learning_rate: 0.067525 loss_vfl: 0.943963 loss_bbox: 0.432716 loss_dfl: 0.410923 loss: 1.783351 eta: 14:58:49 batch_cost: 0.8343 data_cost: 0.0003 ips: 57.5359 images/s [03/13 16:27:43] ppdet.engine INFO: Epoch: [193] [260/610] learning_rate: 0.067488 loss_vfl: 0.970438 loss_bbox: 0.424777 loss_dfl: 0.414916 loss: 1.807491 eta: 14:58:32 batch_cost: 0.7919 data_cost: 0.0010 ips: 60.6167 images/s [03/13 16:28:01] ppdet.engine INFO: Epoch: [193] [280/610] learning_rate: 0.067451 loss_vfl: 0.975915 loss_bbox: 0.449389 loss_dfl: 0.431571 loss: 1.858937 eta: 14:58:15 batch_cost: 0.8176 data_cost: 0.0003 ips: 58.7074 images/s [03/13 16:28:18] ppdet.engine INFO: Epoch: [193] [300/610] learning_rate: 0.067414 loss_vfl: 0.941083 loss_bbox: 0.420944 loss_dfl: 0.407708 loss: 1.759922 eta: 14:57:58 batch_cost: 0.8018 data_cost: 0.0013 ips: 59.8654 images/s [03/13 16:28:36] ppdet.engine INFO: Epoch: [193] [320/610] learning_rate: 0.067377 loss_vfl: 0.957414 loss_bbox: 0.400641 loss_dfl: 0.403930 loss: 1.759997 eta: 14:57:41 batch_cost: 0.7678 data_cost: 0.0012 ips: 62.5158 images/s [03/13 16:28:53] ppdet.engine INFO: Epoch: [193] [340/610] learning_rate: 0.067340 loss_vfl: 0.957230 loss_bbox: 0.426855 loss_dfl: 0.414506 loss: 1.820244 eta: 14:57:24 batch_cost: 0.7522 data_cost: 0.0032 ips: 63.8102 images/s [03/13 16:29:11] ppdet.engine INFO: Epoch: [193] [360/610] learning_rate: 0.067303 loss_vfl: 0.970355 loss_bbox: 0.431511 loss_dfl: 0.421939 loss: 1.825351 eta: 14:57:07 batch_cost: 0.8268 data_cost: 0.0049 ips: 58.0563 images/s [03/13 16:29:28] ppdet.engine INFO: Epoch: [193] [380/610] learning_rate: 0.067266 loss_vfl: 0.933990 loss_bbox: 0.416108 loss_dfl: 0.410589 loss: 1.771886 eta: 14:56:50 batch_cost: 0.7480 data_cost: 0.0010 ips: 64.1744 images/s [03/13 16:29:46] ppdet.engine INFO: Epoch: [193] [400/610] learning_rate: 0.067229 loss_vfl: 0.916184 loss_bbox: 0.406906 loss_dfl: 0.395597 loss: 1.707448 eta: 14:56:32 batch_cost: 0.7687 data_cost: 0.0012 ips: 62.4395 images/s [03/13 16:30:03] ppdet.engine INFO: Epoch: [193] [420/610] learning_rate: 0.067192 loss_vfl: 0.926107 loss_bbox: 0.396163 loss_dfl: 0.394607 loss: 1.725986 eta: 14:56:15 batch_cost: 0.8028 data_cost: 0.0003 ips: 59.7902 images/s [03/13 16:30:20] ppdet.engine INFO: Epoch: [193] [440/610] learning_rate: 0.067154 loss_vfl: 0.967463 loss_bbox: 0.414327 loss_dfl: 0.417072 loss: 1.834183 eta: 14:55:58 batch_cost: 0.7430 data_cost: 0.0003 ips: 64.6055 images/s [03/13 16:30:38] ppdet.engine INFO: Epoch: [193] [460/610] learning_rate: 0.067117 loss_vfl: 0.962732 loss_bbox: 0.433538 loss_dfl: 0.416326 loss: 1.846803 eta: 14:55:40 batch_cost: 0.7405 data_cost: 0.0003 ips: 64.8170 images/s [03/13 16:30:55] ppdet.engine INFO: Epoch: [193] [480/610] learning_rate: 0.067080 loss_vfl: 0.950945 loss_bbox: 0.426542 loss_dfl: 0.420292 loss: 1.799546 eta: 14:55:23 batch_cost: 0.7906 data_cost: 0.0003 ips: 60.7130 images/s [03/13 16:31:12] ppdet.engine INFO: Epoch: [193] [500/610] learning_rate: 0.067043 loss_vfl: 0.913565 loss_bbox: 0.396244 loss_dfl: 0.399869 loss: 1.699934 eta: 14:55:06 batch_cost: 0.7656 data_cost: 0.0003 ips: 62.6984 images/s [03/13 16:31:29] ppdet.engine INFO: Epoch: [193] [520/610] learning_rate: 0.067006 loss_vfl: 0.940260 loss_bbox: 0.437656 loss_dfl: 0.424247 loss: 1.790303 eta: 14:54:48 batch_cost: 0.7364 data_cost: 0.0008 ips: 65.1800 images/s [03/13 16:31:47] ppdet.engine INFO: Epoch: [193] [540/610] learning_rate: 0.066969 loss_vfl: 0.943163 loss_bbox: 0.417191 loss_dfl: 0.408432 loss: 1.744220 eta: 14:54:32 batch_cost: 0.8033 data_cost: 0.0003 ips: 59.7554 images/s [03/13 16:32:05] ppdet.engine INFO: Epoch: [193] [560/610] learning_rate: 0.066932 loss_vfl: 0.961972 loss_bbox: 0.408448 loss_dfl: 0.413471 loss: 1.788734 eta: 14:54:15 batch_cost: 0.7853 data_cost: 0.0003 ips: 61.1200 images/s [03/13 16:32:23] ppdet.engine INFO: Epoch: [193] [580/610] learning_rate: 0.066895 loss_vfl: 0.972768 loss_bbox: 0.442852 loss_dfl: 0.444122 loss: 1.886019 eta: 14:53:57 batch_cost: 0.7586 data_cost: 0.0003 ips: 63.2714 images/s [03/13 16:32:41] ppdet.engine INFO: Epoch: [193] [600/610] learning_rate: 0.066858 loss_vfl: 0.930327 loss_bbox: 0.405356 loss_dfl: 0.408426 loss: 1.762280 eta: 14:53:40 batch_cost: 0.8049 data_cost: 0.0004 ips: 59.6362 images/s [03/13 16:32:55] ppdet.engine INFO: Epoch: [194] [ 0/610] learning_rate: 0.066840 loss_vfl: 0.919204 loss_bbox: 0.411084 loss_dfl: 0.402490 loss: 1.743320 eta: 14:53:34 batch_cost: 0.9909 data_cost: 0.2169 ips: 48.4410 images/s [03/13 16:33:15] ppdet.engine INFO: Epoch: [194] [ 20/610] learning_rate: 0.066803 loss_vfl: 0.948552 loss_bbox: 0.425721 loss_dfl: 0.414104 loss: 1.791141 eta: 14:53:18 batch_cost: 0.8957 data_cost: 0.0003 ips: 53.5910 images/s [03/13 16:33:34] ppdet.engine INFO: Epoch: [194] [ 40/610] learning_rate: 0.066766 loss_vfl: 0.906746 loss_bbox: 0.399980 loss_dfl: 0.392511 loss: 1.700222 eta: 14:53:02 batch_cost: 0.8455 data_cost: 0.0016 ips: 56.7684 images/s [03/13 16:33:52] ppdet.engine INFO: Epoch: [194] [ 60/610] learning_rate: 0.066729 loss_vfl: 0.948653 loss_bbox: 0.416113 loss_dfl: 0.406566 loss: 1.760543 eta: 14:52:45 batch_cost: 0.7897 data_cost: 0.0003 ips: 60.7847 images/s [03/13 16:34:10] ppdet.engine INFO: Epoch: [194] [ 80/610] learning_rate: 0.066692 loss_vfl: 0.927872 loss_bbox: 0.431218 loss_dfl: 0.406623 loss: 1.756966 eta: 14:52:28 batch_cost: 0.8357 data_cost: 0.0009 ips: 57.4390 images/s [03/13 16:34:29] ppdet.engine INFO: Epoch: [194] [100/610] learning_rate: 0.066655 loss_vfl: 0.997355 loss_bbox: 0.444142 loss_dfl: 0.418879 loss: 1.895417 eta: 14:52:11 batch_cost: 0.7838 data_cost: 0.0003 ips: 61.2374 images/s [03/13 16:34:46] ppdet.engine INFO: Epoch: [194] [120/610] learning_rate: 0.066618 loss_vfl: 0.913085 loss_bbox: 0.401960 loss_dfl: 0.405748 loss: 1.723962 eta: 14:51:54 batch_cost: 0.7912 data_cost: 0.0017 ips: 60.6704 images/s [03/13 16:35:05] ppdet.engine INFO: Epoch: [194] [140/610] learning_rate: 0.066581 loss_vfl: 0.950542 loss_bbox: 0.455950 loss_dfl: 0.422956 loss: 1.812919 eta: 14:51:37 batch_cost: 0.8007 data_cost: 0.0011 ips: 59.9457 images/s [03/13 16:35:23] ppdet.engine INFO: Epoch: [194] [160/610] learning_rate: 0.066544 loss_vfl: 0.969876 loss_bbox: 0.436350 loss_dfl: 0.431003 loss: 1.838411 eta: 14:51:20 batch_cost: 0.8022 data_cost: 0.0003 ips: 59.8354 images/s [03/13 16:35:40] ppdet.engine INFO: Epoch: [194] [180/610] learning_rate: 0.066507 loss_vfl: 0.884203 loss_bbox: 0.379247 loss_dfl: 0.377849 loss: 1.621826 eta: 14:51:03 batch_cost: 0.7555 data_cost: 0.0014 ips: 63.5373 images/s [03/13 16:35:58] ppdet.engine INFO: Epoch: [194] [200/610] learning_rate: 0.066470 loss_vfl: 0.943774 loss_bbox: 0.415344 loss_dfl: 0.407855 loss: 1.769964 eta: 14:50:46 batch_cost: 0.7909 data_cost: 0.0010 ips: 60.6925 images/s [03/13 16:36:15] ppdet.engine INFO: Epoch: [194] [220/610] learning_rate: 0.066433 loss_vfl: 0.924833 loss_bbox: 0.406351 loss_dfl: 0.395352 loss: 1.745105 eta: 14:50:29 batch_cost: 0.7637 data_cost: 0.0016 ips: 62.8530 images/s [03/13 16:36:33] ppdet.engine INFO: Epoch: [194] [240/610] learning_rate: 0.066396 loss_vfl: 0.938477 loss_bbox: 0.415729 loss_dfl: 0.402194 loss: 1.708101 eta: 14:50:12 batch_cost: 0.8068 data_cost: 0.0003 ips: 59.4955 images/s [03/13 16:36:51] ppdet.engine INFO: Epoch: [194] [260/610] learning_rate: 0.066359 loss_vfl: 0.936717 loss_bbox: 0.433622 loss_dfl: 0.411901 loss: 1.780864 eta: 14:49:55 batch_cost: 0.8072 data_cost: 0.0003 ips: 59.4631 images/s [03/13 16:37:10] ppdet.engine INFO: Epoch: [194] [280/610] learning_rate: 0.066322 loss_vfl: 0.945315 loss_bbox: 0.408748 loss_dfl: 0.400494 loss: 1.727784 eta: 14:49:38 batch_cost: 0.8137 data_cost: 0.0003 ips: 58.9897 images/s [03/13 16:37:28] ppdet.engine INFO: Epoch: [194] [300/610] learning_rate: 0.066286 loss_vfl: 0.910558 loss_bbox: 0.399975 loss_dfl: 0.400622 loss: 1.723298 eta: 14:49:21 batch_cost: 0.8156 data_cost: 0.0003 ips: 58.8518 images/s [03/13 16:37:45] ppdet.engine INFO: Epoch: [194] [320/610] learning_rate: 0.066249 loss_vfl: 0.898827 loss_bbox: 0.410679 loss_dfl: 0.408572 loss: 1.716924 eta: 14:49:04 batch_cost: 0.7625 data_cost: 0.0003 ips: 62.9506 images/s [03/13 16:38:03] ppdet.engine INFO: Epoch: [194] [340/610] learning_rate: 0.066212 loss_vfl: 0.964387 loss_bbox: 0.437948 loss_dfl: 0.418583 loss: 1.826670 eta: 14:48:47 batch_cost: 0.7610 data_cost: 0.0003 ips: 63.0767 images/s [03/13 16:38:20] ppdet.engine INFO: Epoch: [194] [360/610] learning_rate: 0.066175 loss_vfl: 0.935265 loss_bbox: 0.396426 loss_dfl: 0.398709 loss: 1.721781 eta: 14:48:29 batch_cost: 0.7403 data_cost: 0.0003 ips: 64.8392 images/s [03/13 16:38:37] ppdet.engine INFO: Epoch: [194] [380/610] learning_rate: 0.066138 loss_vfl: 0.984596 loss_bbox: 0.449814 loss_dfl: 0.434563 loss: 1.822703 eta: 14:48:12 batch_cost: 0.7870 data_cost: 0.0010 ips: 60.9938 images/s [03/13 16:38:55] ppdet.engine INFO: Epoch: [194] [400/610] learning_rate: 0.066101 loss_vfl: 0.945509 loss_bbox: 0.408437 loss_dfl: 0.397695 loss: 1.726141 eta: 14:47:55 batch_cost: 0.7867 data_cost: 0.0009 ips: 61.0173 images/s [03/13 16:39:13] ppdet.engine INFO: Epoch: [194] [420/610] learning_rate: 0.066064 loss_vfl: 0.942353 loss_bbox: 0.395347 loss_dfl: 0.406856 loss: 1.762210 eta: 14:47:38 batch_cost: 0.7759 data_cost: 0.0003 ips: 61.8642 images/s [03/13 16:39:31] ppdet.engine INFO: Epoch: [194] [440/610] learning_rate: 0.066027 loss_vfl: 0.995370 loss_bbox: 0.452029 loss_dfl: 0.434884 loss: 1.871785 eta: 14:47:21 batch_cost: 0.8186 data_cost: 0.0003 ips: 58.6332 images/s [03/13 16:39:48] ppdet.engine INFO: Epoch: [194] [460/610] learning_rate: 0.065990 loss_vfl: 0.978489 loss_bbox: 0.447563 loss_dfl: 0.418708 loss: 1.845457 eta: 14:47:04 batch_cost: 0.7637 data_cost: 0.0003 ips: 62.8536 images/s [03/13 16:40:06] ppdet.engine INFO: Epoch: [194] [480/610] learning_rate: 0.065954 loss_vfl: 0.881160 loss_bbox: 0.405100 loss_dfl: 0.389219 loss: 1.667226 eta: 14:46:47 batch_cost: 0.7780 data_cost: 0.0003 ips: 61.6955 images/s [03/13 16:40:23] ppdet.engine INFO: Epoch: [194] [500/610] learning_rate: 0.065917 loss_vfl: 0.900720 loss_bbox: 0.385187 loss_dfl: 0.392991 loss: 1.669565 eta: 14:46:30 batch_cost: 0.7888 data_cost: 0.0003 ips: 60.8518 images/s [03/13 16:40:41] ppdet.engine INFO: Epoch: [194] [520/610] learning_rate: 0.065880 loss_vfl: 0.914536 loss_bbox: 0.397577 loss_dfl: 0.411887 loss: 1.720365 eta: 14:46:13 batch_cost: 0.8237 data_cost: 0.0003 ips: 58.2740 images/s [03/13 16:40:59] ppdet.engine INFO: Epoch: [194] [540/610] learning_rate: 0.065843 loss_vfl: 0.922247 loss_bbox: 0.410293 loss_dfl: 0.401669 loss: 1.733139 eta: 14:45:56 batch_cost: 0.7901 data_cost: 0.0003 ips: 60.7538 images/s [03/13 16:41:16] ppdet.engine INFO: Epoch: [194] [560/610] learning_rate: 0.065806 loss_vfl: 0.942259 loss_bbox: 0.411826 loss_dfl: 0.414215 loss: 1.744849 eta: 14:45:39 batch_cost: 0.7745 data_cost: 0.0003 ips: 61.9728 images/s [03/13 16:41:34] ppdet.engine INFO: Epoch: [194] [580/610] learning_rate: 0.065769 loss_vfl: 0.988641 loss_bbox: 0.435636 loss_dfl: 0.427759 loss: 1.846952 eta: 14:45:22 batch_cost: 0.7491 data_cost: 0.0003 ips: 64.0807 images/s [03/13 16:41:52] ppdet.engine INFO: Epoch: [194] [600/610] learning_rate: 0.065733 loss_vfl: 0.914001 loss_bbox: 0.413395 loss_dfl: 0.405593 loss: 1.744557 eta: 14:45:05 batch_cost: 0.7803 data_cost: 0.0004 ips: 61.5140 images/s [03/13 16:42:07] ppdet.engine INFO: Epoch: [195] [ 0/610] learning_rate: 0.065714 loss_vfl: 0.916612 loss_bbox: 0.406430 loss_dfl: 0.399215 loss: 1.716730 eta: 14:44:58 batch_cost: 1.0007 data_cost: 0.2400 ips: 47.9673 images/s [03/13 16:42:27] ppdet.engine INFO: Epoch: [195] [ 20/610] learning_rate: 0.065677 loss_vfl: 0.956723 loss_bbox: 0.411593 loss_dfl: 0.409654 loss: 1.782925 eta: 14:44:43 batch_cost: 0.9070 data_cost: 0.0003 ips: 52.9199 images/s [03/13 16:42:45] ppdet.engine INFO: Epoch: [195] [ 40/610] learning_rate: 0.065641 loss_vfl: 0.934923 loss_bbox: 0.396340 loss_dfl: 0.399164 loss: 1.718319 eta: 14:44:26 batch_cost: 0.8135 data_cost: 0.0003 ips: 59.0012 images/s [03/13 16:43:03] ppdet.engine INFO: Epoch: [195] [ 60/610] learning_rate: 0.065604 loss_vfl: 0.952373 loss_bbox: 0.426764 loss_dfl: 0.411395 loss: 1.797540 eta: 14:44:09 batch_cost: 0.8181 data_cost: 0.0005 ips: 58.6716 images/s [03/13 16:43:21] ppdet.engine INFO: Epoch: [195] [ 80/610] learning_rate: 0.065567 loss_vfl: 1.004267 loss_bbox: 0.447602 loss_dfl: 0.419521 loss: 1.861480 eta: 14:43:52 batch_cost: 0.7830 data_cost: 0.0003 ips: 61.3055 images/s [03/13 16:43:39] ppdet.engine INFO: Epoch: [195] [100/610] learning_rate: 0.065530 loss_vfl: 0.911884 loss_bbox: 0.411643 loss_dfl: 0.385382 loss: 1.697091 eta: 14:43:36 batch_cost: 0.8206 data_cost: 0.0003 ips: 58.4908 images/s [03/13 16:43:58] ppdet.engine INFO: Epoch: [195] [120/610] learning_rate: 0.065494 loss_vfl: 0.920786 loss_bbox: 0.420427 loss_dfl: 0.395237 loss: 1.720880 eta: 14:43:19 batch_cost: 0.8355 data_cost: 0.0014 ips: 57.4478 images/s [03/13 16:44:16] ppdet.engine INFO: Epoch: [195] [140/610] learning_rate: 0.065457 loss_vfl: 0.951125 loss_bbox: 0.434458 loss_dfl: 0.415951 loss: 1.813413 eta: 14:43:02 batch_cost: 0.7979 data_cost: 0.0003 ips: 60.1582 images/s [03/13 16:44:34] ppdet.engine INFO: Epoch: [195] [160/610] learning_rate: 0.065420 loss_vfl: 0.912434 loss_bbox: 0.401457 loss_dfl: 0.391431 loss: 1.707912 eta: 14:42:45 batch_cost: 0.7975 data_cost: 0.0009 ips: 60.1911 images/s [03/13 16:44:52] ppdet.engine INFO: Epoch: [195] [180/610] learning_rate: 0.065383 loss_vfl: 0.944004 loss_bbox: 0.433248 loss_dfl: 0.415841 loss: 1.799078 eta: 14:42:28 batch_cost: 0.7459 data_cost: 0.0003 ips: 64.3513 images/s [03/13 16:45:09] ppdet.engine INFO: Epoch: [195] [200/610] learning_rate: 0.065347 loss_vfl: 0.936422 loss_bbox: 0.402552 loss_dfl: 0.396965 loss: 1.725093 eta: 14:42:10 batch_cost: 0.7464 data_cost: 0.0003 ips: 64.3112 images/s [03/13 16:45:26] ppdet.engine INFO: Epoch: [195] [220/610] learning_rate: 0.065310 loss_vfl: 0.944735 loss_bbox: 0.428432 loss_dfl: 0.411168 loss: 1.799070 eta: 14:41:53 batch_cost: 0.7570 data_cost: 0.0003 ips: 63.4069 images/s [03/13 16:45:44] ppdet.engine INFO: Epoch: [195] [240/610] learning_rate: 0.065273 loss_vfl: 0.918236 loss_bbox: 0.408799 loss_dfl: 0.388252 loss: 1.695769 eta: 14:41:36 batch_cost: 0.8014 data_cost: 0.0003 ips: 59.8925 images/s [03/13 16:46:01] ppdet.engine INFO: Epoch: [195] [260/610] learning_rate: 0.065236 loss_vfl: 0.920332 loss_bbox: 0.400489 loss_dfl: 0.402639 loss: 1.723497 eta: 14:41:18 batch_cost: 0.7171 data_cost: 0.0012 ips: 66.9380 images/s [03/13 16:46:19] ppdet.engine INFO: Epoch: [195] [280/610] learning_rate: 0.065200 loss_vfl: 0.948953 loss_bbox: 0.429070 loss_dfl: 0.414923 loss: 1.802153 eta: 14:41:01 batch_cost: 0.7925 data_cost: 0.0003 ips: 60.5675 images/s [03/13 16:46:37] ppdet.engine INFO: Epoch: [195] [300/610] learning_rate: 0.065163 loss_vfl: 0.951856 loss_bbox: 0.439602 loss_dfl: 0.425984 loss: 1.829452 eta: 14:40:44 batch_cost: 0.7748 data_cost: 0.0003 ips: 61.9533 images/s [03/13 16:46:54] ppdet.engine INFO: Epoch: [195] [320/610] learning_rate: 0.065126 loss_vfl: 0.916800 loss_bbox: 0.413621 loss_dfl: 0.405621 loss: 1.735592 eta: 14:40:27 batch_cost: 0.7510 data_cost: 0.0003 ips: 63.9163 images/s [03/13 16:47:11] ppdet.engine INFO: Epoch: [195] [340/610] learning_rate: 0.065090 loss_vfl: 0.920645 loss_bbox: 0.403342 loss_dfl: 0.393734 loss: 1.730639 eta: 14:40:09 batch_cost: 0.7670 data_cost: 0.0003 ips: 62.5849 images/s [03/13 16:47:29] ppdet.engine INFO: Epoch: [195] [360/610] learning_rate: 0.065053 loss_vfl: 0.993138 loss_bbox: 0.423507 loss_dfl: 0.414355 loss: 1.806158 eta: 14:39:53 batch_cost: 0.8001 data_cost: 0.0021 ips: 59.9951 images/s [03/13 16:47:47] ppdet.engine INFO: Epoch: [195] [380/610] learning_rate: 0.065016 loss_vfl: 0.952358 loss_bbox: 0.429144 loss_dfl: 0.413430 loss: 1.804537 eta: 14:39:36 batch_cost: 0.8164 data_cost: 0.0003 ips: 58.7950 images/s [03/13 16:48:04] ppdet.engine INFO: Epoch: [195] [400/610] learning_rate: 0.064979 loss_vfl: 0.967817 loss_bbox: 0.440164 loss_dfl: 0.410502 loss: 1.824392 eta: 14:39:18 batch_cost: 0.7326 data_cost: 0.0003 ips: 65.5189 images/s [03/13 16:48:22] ppdet.engine INFO: Epoch: [195] [420/610] learning_rate: 0.064943 loss_vfl: 0.944187 loss_bbox: 0.447478 loss_dfl: 0.422856 loss: 1.805928 eta: 14:39:01 batch_cost: 0.7727 data_cost: 0.0003 ips: 62.1194 images/s [03/13 16:48:40] ppdet.engine INFO: Epoch: [195] [440/610] learning_rate: 0.064906 loss_vfl: 0.954479 loss_bbox: 0.425093 loss_dfl: 0.408418 loss: 1.804802 eta: 14:38:44 batch_cost: 0.7879 data_cost: 0.0014 ips: 60.9217 images/s [03/13 16:48:58] ppdet.engine INFO: Epoch: [195] [460/610] learning_rate: 0.064869 loss_vfl: 0.997056 loss_bbox: 0.455702 loss_dfl: 0.432503 loss: 1.895900 eta: 14:38:28 batch_cost: 0.8464 data_cost: 0.0003 ips: 56.7123 images/s [03/13 16:49:16] ppdet.engine INFO: Epoch: [195] [480/610] learning_rate: 0.064833 loss_vfl: 0.944377 loss_bbox: 0.418016 loss_dfl: 0.402128 loss: 1.768157 eta: 14:38:11 batch_cost: 0.8010 data_cost: 0.0003 ips: 59.9243 images/s [03/13 16:49:34] ppdet.engine INFO: Epoch: [195] [500/610] learning_rate: 0.064796 loss_vfl: 0.899896 loss_bbox: 0.383378 loss_dfl: 0.383671 loss: 1.655991 eta: 14:37:54 batch_cost: 0.7951 data_cost: 0.0003 ips: 60.3693 images/s [03/13 16:49:51] ppdet.engine INFO: Epoch: [195] [520/610] learning_rate: 0.064760 loss_vfl: 0.913318 loss_bbox: 0.394753 loss_dfl: 0.391024 loss: 1.677131 eta: 14:37:36 batch_cost: 0.7405 data_cost: 0.0003 ips: 64.8188 images/s [03/13 16:50:09] ppdet.engine INFO: Epoch: [195] [540/610] learning_rate: 0.064723 loss_vfl: 0.992683 loss_bbox: 0.448051 loss_dfl: 0.430166 loss: 1.883777 eta: 14:37:20 batch_cost: 0.8195 data_cost: 0.0003 ips: 58.5741 images/s [03/13 16:50:27] ppdet.engine INFO: Epoch: [195] [560/610] learning_rate: 0.064686 loss_vfl: 0.925939 loss_bbox: 0.416949 loss_dfl: 0.404187 loss: 1.732794 eta: 14:37:03 batch_cost: 0.7746 data_cost: 0.0011 ips: 61.9700 images/s [03/13 16:50:45] ppdet.engine INFO: Epoch: [195] [580/610] learning_rate: 0.064650 loss_vfl: 0.972812 loss_bbox: 0.440257 loss_dfl: 0.425818 loss: 1.843314 eta: 14:36:46 batch_cost: 0.8285 data_cost: 0.0005 ips: 57.9374 images/s [03/13 16:51:03] ppdet.engine INFO: Epoch: [195] [600/610] learning_rate: 0.064613 loss_vfl: 0.981513 loss_bbox: 0.430817 loss_dfl: 0.421975 loss: 1.836747 eta: 14:36:29 batch_cost: 0.8103 data_cost: 0.0004 ips: 59.2393 images/s [03/13 16:51:18] ppdet.engine INFO: Epoch: [196] [ 0/610] learning_rate: 0.064595 loss_vfl: 0.938395 loss_bbox: 0.418872 loss_dfl: 0.406382 loss: 1.751775 eta: 14:36:23 batch_cost: 1.0103 data_cost: 0.1673 ips: 47.5100 images/s [03/13 16:51:39] ppdet.engine INFO: Epoch: [196] [ 20/610] learning_rate: 0.064558 loss_vfl: 0.925263 loss_bbox: 0.422321 loss_dfl: 0.398426 loss: 1.724503 eta: 14:36:07 batch_cost: 0.8875 data_cost: 0.0003 ips: 54.0857 images/s [03/13 16:51:58] ppdet.engine INFO: Epoch: [196] [ 40/610] learning_rate: 0.064522 loss_vfl: 0.970507 loss_bbox: 0.431615 loss_dfl: 0.418469 loss: 1.826025 eta: 14:35:51 batch_cost: 0.8586 data_cost: 0.0003 ips: 55.9033 images/s [03/13 16:52:16] ppdet.engine INFO: Epoch: [196] [ 60/610] learning_rate: 0.064485 loss_vfl: 0.930799 loss_bbox: 0.402568 loss_dfl: 0.404079 loss: 1.764703 eta: 14:35:34 batch_cost: 0.7975 data_cost: 0.0003 ips: 60.1918 images/s [03/13 16:52:35] ppdet.engine INFO: Epoch: [196] [ 80/610] learning_rate: 0.064448 loss_vfl: 0.940944 loss_bbox: 0.403138 loss_dfl: 0.399010 loss: 1.743391 eta: 14:35:18 batch_cost: 0.8491 data_cost: 0.0003 ips: 56.5330 images/s [03/13 16:52:53] ppdet.engine INFO: Epoch: [196] [100/610] learning_rate: 0.064412 loss_vfl: 0.928353 loss_bbox: 0.414819 loss_dfl: 0.397278 loss: 1.733793 eta: 14:35:01 batch_cost: 0.8237 data_cost: 0.0003 ips: 58.2740 images/s [03/13 16:53:11] ppdet.engine INFO: Epoch: [196] [120/610] learning_rate: 0.064375 loss_vfl: 0.983904 loss_bbox: 0.442431 loss_dfl: 0.418378 loss: 1.862715 eta: 14:34:44 batch_cost: 0.7927 data_cost: 0.0003 ips: 60.5535 images/s [03/13 16:53:30] ppdet.engine INFO: Epoch: [196] [140/610] learning_rate: 0.064339 loss_vfl: 0.957990 loss_bbox: 0.417793 loss_dfl: 0.411408 loss: 1.781506 eta: 14:34:27 batch_cost: 0.8084 data_cost: 0.0003 ips: 59.3742 images/s [03/13 16:53:47] ppdet.engine INFO: Epoch: [196] [160/610] learning_rate: 0.064302 loss_vfl: 0.955534 loss_bbox: 0.426806 loss_dfl: 0.407596 loss: 1.761256 eta: 14:34:10 batch_cost: 0.7757 data_cost: 0.0003 ips: 61.8805 images/s [03/13 16:54:06] ppdet.engine INFO: Epoch: [196] [180/610] learning_rate: 0.064266 loss_vfl: 0.954597 loss_bbox: 0.421384 loss_dfl: 0.407320 loss: 1.766040 eta: 14:33:54 batch_cost: 0.8399 data_cost: 0.0010 ips: 57.1522 images/s [03/13 16:54:24] ppdet.engine INFO: Epoch: [196] [200/610] learning_rate: 0.064229 loss_vfl: 0.990255 loss_bbox: 0.447626 loss_dfl: 0.439734 loss: 1.870089 eta: 14:33:36 batch_cost: 0.7719 data_cost: 0.0031 ips: 62.1849 images/s [03/13 16:54:43] ppdet.engine INFO: Epoch: [196] [220/610] learning_rate: 0.064192 loss_vfl: 0.898496 loss_bbox: 0.427077 loss_dfl: 0.394230 loss: 1.715701 eta: 14:33:20 batch_cost: 0.8429 data_cost: 0.0006 ips: 56.9486 images/s [03/13 16:55:00] ppdet.engine INFO: Epoch: [196] [240/610] learning_rate: 0.064156 loss_vfl: 0.998959 loss_bbox: 0.458632 loss_dfl: 0.450160 loss: 1.926328 eta: 14:33:03 batch_cost: 0.7589 data_cost: 0.0003 ips: 63.2524 images/s [03/13 16:55:17] ppdet.engine INFO: Epoch: [196] [260/610] learning_rate: 0.064119 loss_vfl: 0.922610 loss_bbox: 0.425880 loss_dfl: 0.411915 loss: 1.767287 eta: 14:32:45 batch_cost: 0.7559 data_cost: 0.0013 ips: 63.5007 images/s [03/13 16:55:35] ppdet.engine INFO: Epoch: [196] [280/610] learning_rate: 0.064083 loss_vfl: 0.920515 loss_bbox: 0.395674 loss_dfl: 0.390612 loss: 1.696661 eta: 14:32:28 batch_cost: 0.7913 data_cost: 0.0003 ips: 60.6632 images/s [03/13 16:55:53] ppdet.engine INFO: Epoch: [196] [300/610] learning_rate: 0.064046 loss_vfl: 0.903062 loss_bbox: 0.395249 loss_dfl: 0.405640 loss: 1.683138 eta: 14:32:11 batch_cost: 0.7783 data_cost: 0.0009 ips: 61.6718 images/s [03/13 16:56:12] ppdet.engine INFO: Epoch: [196] [320/610] learning_rate: 0.064010 loss_vfl: 0.956671 loss_bbox: 0.415009 loss_dfl: 0.410806 loss: 1.783021 eta: 14:31:55 batch_cost: 0.8392 data_cost: 0.0003 ips: 57.1967 images/s [03/13 16:56:30] ppdet.engine INFO: Epoch: [196] [340/610] learning_rate: 0.063973 loss_vfl: 0.904980 loss_bbox: 0.408544 loss_dfl: 0.392734 loss: 1.691955 eta: 14:31:38 batch_cost: 0.8101 data_cost: 0.0003 ips: 59.2541 images/s [03/13 16:56:48] ppdet.engine INFO: Epoch: [196] [360/610] learning_rate: 0.063937 loss_vfl: 0.885857 loss_bbox: 0.403612 loss_dfl: 0.381566 loss: 1.661794 eta: 14:31:21 batch_cost: 0.8283 data_cost: 0.0009 ips: 57.9525 images/s [03/13 16:57:06] ppdet.engine INFO: Epoch: [196] [380/610] learning_rate: 0.063900 loss_vfl: 0.968814 loss_bbox: 0.431945 loss_dfl: 0.419094 loss: 1.819876 eta: 14:31:05 batch_cost: 0.8332 data_cost: 0.0003 ips: 57.6109 images/s [03/13 16:57:25] ppdet.engine INFO: Epoch: [196] [400/610] learning_rate: 0.063864 loss_vfl: 0.907846 loss_bbox: 0.409759 loss_dfl: 0.393424 loss: 1.712562 eta: 14:30:48 batch_cost: 0.8250 data_cost: 0.0003 ips: 58.1831 images/s [03/13 16:57:43] ppdet.engine INFO: Epoch: [196] [420/610] learning_rate: 0.063827 loss_vfl: 0.930347 loss_bbox: 0.425466 loss_dfl: 0.406698 loss: 1.749601 eta: 14:30:31 batch_cost: 0.8032 data_cost: 0.0003 ips: 59.7630 images/s [03/13 16:58:00] ppdet.engine INFO: Epoch: [196] [440/610] learning_rate: 0.063791 loss_vfl: 0.981182 loss_bbox: 0.451420 loss_dfl: 0.432539 loss: 1.816116 eta: 14:30:14 batch_cost: 0.7707 data_cost: 0.0005 ips: 62.2796 images/s [03/13 16:58:18] ppdet.engine INFO: Epoch: [196] [460/610] learning_rate: 0.063755 loss_vfl: 1.012556 loss_bbox: 0.439188 loss_dfl: 0.436598 loss: 1.903187 eta: 14:29:57 batch_cost: 0.7775 data_cost: 0.0010 ips: 61.7340 images/s [03/13 16:58:35] ppdet.engine INFO: Epoch: [196] [480/610] learning_rate: 0.063718 loss_vfl: 0.935327 loss_bbox: 0.403266 loss_dfl: 0.398896 loss: 1.723539 eta: 14:29:40 batch_cost: 0.7790 data_cost: 0.0003 ips: 61.6198 images/s [03/13 16:58:53] ppdet.engine INFO: Epoch: [196] [500/610] learning_rate: 0.063682 loss_vfl: 0.979186 loss_bbox: 0.428536 loss_dfl: 0.420785 loss: 1.822095 eta: 14:29:23 batch_cost: 0.7782 data_cost: 0.0003 ips: 61.6825 images/s [03/13 16:59:11] ppdet.engine INFO: Epoch: [196] [520/610] learning_rate: 0.063645 loss_vfl: 0.907824 loss_bbox: 0.392738 loss_dfl: 0.398598 loss: 1.689322 eta: 14:29:06 batch_cost: 0.8264 data_cost: 0.0003 ips: 58.0816 images/s [03/13 16:59:29] ppdet.engine INFO: Epoch: [196] [540/610] learning_rate: 0.063609 loss_vfl: 0.954850 loss_bbox: 0.410038 loss_dfl: 0.406726 loss: 1.785443 eta: 14:28:49 batch_cost: 0.7869 data_cost: 0.0003 ips: 61.0008 images/s [03/13 16:59:47] ppdet.engine INFO: Epoch: [196] [560/610] learning_rate: 0.063572 loss_vfl: 0.966661 loss_bbox: 0.422632 loss_dfl: 0.414292 loss: 1.792175 eta: 14:28:33 batch_cost: 0.8294 data_cost: 0.0003 ips: 57.8731 images/s [03/13 17:00:06] ppdet.engine INFO: Epoch: [196] [580/610] learning_rate: 0.063536 loss_vfl: 0.914622 loss_bbox: 0.404292 loss_dfl: 0.398754 loss: 1.715738 eta: 14:28:16 batch_cost: 0.8339 data_cost: 0.0003 ips: 57.5602 images/s [03/13 17:00:24] ppdet.engine INFO: Epoch: [196] [600/610] learning_rate: 0.063500 loss_vfl: 1.002717 loss_bbox: 0.455062 loss_dfl: 0.433972 loss: 1.891557 eta: 14:27:59 batch_cost: 0.7949 data_cost: 0.0003 ips: 60.3842 images/s [03/13 17:00:38] ppdet.engine INFO: Epoch: [197] [ 0/610] learning_rate: 0.063481 loss_vfl: 0.995215 loss_bbox: 0.449254 loss_dfl: 0.433040 loss: 1.902795 eta: 14:27:53 batch_cost: 1.0231 data_cost: 0.1417 ips: 46.9173 images/s [03/13 17:00:59] ppdet.engine INFO: Epoch: [197] [ 20/610] learning_rate: 0.063445 loss_vfl: 0.944613 loss_bbox: 0.421241 loss_dfl: 0.409202 loss: 1.780239 eta: 14:27:38 batch_cost: 0.9076 data_cost: 0.0003 ips: 52.8892 images/s [03/13 17:01:18] ppdet.engine INFO: Epoch: [197] [ 40/610] learning_rate: 0.063409 loss_vfl: 0.956991 loss_bbox: 0.404536 loss_dfl: 0.409935 loss: 1.797671 eta: 14:27:21 batch_cost: 0.8302 data_cost: 0.0004 ips: 57.8146 images/s [03/13 17:01:37] ppdet.engine INFO: Epoch: [197] [ 60/610] learning_rate: 0.063372 loss_vfl: 0.950022 loss_bbox: 0.422622 loss_dfl: 0.416804 loss: 1.788355 eta: 14:27:05 batch_cost: 0.8521 data_cost: 0.0015 ips: 56.3308 images/s [03/13 17:01:55] ppdet.engine INFO: Epoch: [197] [ 80/610] learning_rate: 0.063336 loss_vfl: 0.973685 loss_bbox: 0.441967 loss_dfl: 0.422456 loss: 1.850462 eta: 14:26:48 batch_cost: 0.8096 data_cost: 0.0021 ips: 59.2864 images/s [03/13 17:02:13] ppdet.engine INFO: Epoch: [197] [100/610] learning_rate: 0.063299 loss_vfl: 0.972458 loss_bbox: 0.425718 loss_dfl: 0.419041 loss: 1.832230 eta: 14:26:31 batch_cost: 0.7588 data_cost: 0.0009 ips: 63.2541 images/s [03/13 17:02:31] ppdet.engine INFO: Epoch: [197] [120/610] learning_rate: 0.063263 loss_vfl: 0.948358 loss_bbox: 0.416828 loss_dfl: 0.416238 loss: 1.810097 eta: 14:26:14 batch_cost: 0.8124 data_cost: 0.0009 ips: 59.0811 images/s [03/13 17:02:49] ppdet.engine INFO: Epoch: [197] [140/610] learning_rate: 0.063227 loss_vfl: 0.979324 loss_bbox: 0.432770 loss_dfl: 0.428277 loss: 1.843902 eta: 14:25:57 batch_cost: 0.8446 data_cost: 0.0012 ips: 56.8345 images/s [03/13 17:03:07] ppdet.engine INFO: Epoch: [197] [160/610] learning_rate: 0.063190 loss_vfl: 0.892001 loss_bbox: 0.416374 loss_dfl: 0.403774 loss: 1.721152 eta: 14:25:40 batch_cost: 0.7909 data_cost: 0.0003 ips: 60.6919 images/s [03/13 17:03:25] ppdet.engine INFO: Epoch: [197] [180/610] learning_rate: 0.063154 loss_vfl: 1.032064 loss_bbox: 0.448774 loss_dfl: 0.440840 loss: 1.903675 eta: 14:25:23 batch_cost: 0.7767 data_cost: 0.0003 ips: 61.8005 images/s [03/13 17:03:43] ppdet.engine INFO: Epoch: [197] [200/610] learning_rate: 0.063118 loss_vfl: 0.969587 loss_bbox: 0.430884 loss_dfl: 0.414433 loss: 1.810864 eta: 14:25:06 batch_cost: 0.7842 data_cost: 0.0009 ips: 61.2061 images/s [03/13 17:04:01] ppdet.engine INFO: Epoch: [197] [220/610] learning_rate: 0.063081 loss_vfl: 0.925248 loss_bbox: 0.394833 loss_dfl: 0.376938 loss: 1.698628 eta: 14:24:49 batch_cost: 0.7884 data_cost: 0.0008 ips: 60.8793 images/s [03/13 17:04:19] ppdet.engine INFO: Epoch: [197] [240/610] learning_rate: 0.063045 loss_vfl: 0.937941 loss_bbox: 0.405566 loss_dfl: 0.409201 loss: 1.738469 eta: 14:24:33 batch_cost: 0.8315 data_cost: 0.0003 ips: 57.7294 images/s [03/13 17:04:38] ppdet.engine INFO: Epoch: [197] [260/610] learning_rate: 0.063009 loss_vfl: 0.932086 loss_bbox: 0.427030 loss_dfl: 0.406658 loss: 1.769226 eta: 14:24:16 batch_cost: 0.8248 data_cost: 0.0003 ips: 58.1975 images/s [03/13 17:04:56] ppdet.engine INFO: Epoch: [197] [280/610] learning_rate: 0.062972 loss_vfl: 0.892857 loss_bbox: 0.386689 loss_dfl: 0.386006 loss: 1.672461 eta: 14:23:59 batch_cost: 0.7902 data_cost: 0.0005 ips: 60.7420 images/s [03/13 17:05:15] ppdet.engine INFO: Epoch: [197] [300/610] learning_rate: 0.062936 loss_vfl: 0.987006 loss_bbox: 0.450026 loss_dfl: 0.441669 loss: 1.858073 eta: 14:23:43 batch_cost: 0.8486 data_cost: 0.0003 ips: 56.5646 images/s [03/13 17:05:32] ppdet.engine INFO: Epoch: [197] [320/610] learning_rate: 0.062900 loss_vfl: 0.959458 loss_bbox: 0.425523 loss_dfl: 0.421140 loss: 1.826954 eta: 14:23:25 batch_cost: 0.7398 data_cost: 0.0004 ips: 64.8785 images/s [03/13 17:05:50] ppdet.engine INFO: Epoch: [197] [340/610] learning_rate: 0.062863 loss_vfl: 1.014843 loss_bbox: 0.434832 loss_dfl: 0.425658 loss: 1.882333 eta: 14:23:08 batch_cost: 0.8060 data_cost: 0.0003 ips: 59.5570 images/s [03/13 17:06:07] ppdet.engine INFO: Epoch: [197] [360/610] learning_rate: 0.062827 loss_vfl: 0.919189 loss_bbox: 0.428394 loss_dfl: 0.396133 loss: 1.721551 eta: 14:22:51 batch_cost: 0.7592 data_cost: 0.0003 ips: 63.2235 images/s [03/13 17:06:25] ppdet.engine INFO: Epoch: [197] [380/610] learning_rate: 0.062791 loss_vfl: 0.930357 loss_bbox: 0.418699 loss_dfl: 0.404524 loss: 1.768661 eta: 14:22:34 batch_cost: 0.7949 data_cost: 0.0003 ips: 60.3853 images/s [03/13 17:06:43] ppdet.engine INFO: Epoch: [197] [400/610] learning_rate: 0.062755 loss_vfl: 0.943938 loss_bbox: 0.414553 loss_dfl: 0.404770 loss: 1.756446 eta: 14:22:17 batch_cost: 0.7929 data_cost: 0.0004 ips: 60.5345 images/s [03/13 17:07:02] ppdet.engine INFO: Epoch: [197] [420/610] learning_rate: 0.062718 loss_vfl: 0.975297 loss_bbox: 0.439542 loss_dfl: 0.425762 loss: 1.853190 eta: 14:22:01 batch_cost: 0.8227 data_cost: 0.0003 ips: 58.3468 images/s [03/13 17:07:19] ppdet.engine INFO: Epoch: [197] [440/610] learning_rate: 0.062682 loss_vfl: 0.945406 loss_bbox: 0.412956 loss_dfl: 0.401212 loss: 1.743376 eta: 14:21:44 batch_cost: 0.7809 data_cost: 0.0016 ips: 61.4703 images/s [03/13 17:07:37] ppdet.engine INFO: Epoch: [197] [460/610] learning_rate: 0.062646 loss_vfl: 0.931961 loss_bbox: 0.412243 loss_dfl: 0.403413 loss: 1.725374 eta: 14:21:27 batch_cost: 0.8021 data_cost: 0.0014 ips: 59.8437 images/s [03/13 17:07:55] ppdet.engine INFO: Epoch: [197] [480/610] learning_rate: 0.062610 loss_vfl: 0.975747 loss_bbox: 0.424962 loss_dfl: 0.408781 loss: 1.825128 eta: 14:21:10 batch_cost: 0.8009 data_cost: 0.0025 ips: 59.9296 images/s [03/13 17:08:13] ppdet.engine INFO: Epoch: [197] [500/610] learning_rate: 0.062573 loss_vfl: 0.955925 loss_bbox: 0.426601 loss_dfl: 0.406282 loss: 1.781444 eta: 14:20:53 batch_cost: 0.7969 data_cost: 0.0003 ips: 60.2362 images/s [03/13 17:08:30] ppdet.engine INFO: Epoch: [197] [520/610] learning_rate: 0.062537 loss_vfl: 0.946090 loss_bbox: 0.417157 loss_dfl: 0.396485 loss: 1.789922 eta: 14:20:36 batch_cost: 0.7517 data_cost: 0.0003 ips: 63.8582 images/s [03/13 17:08:48] ppdet.engine INFO: Epoch: [197] [540/610] learning_rate: 0.062501 loss_vfl: 0.969909 loss_bbox: 0.424701 loss_dfl: 0.411140 loss: 1.821796 eta: 14:20:18 batch_cost: 0.7719 data_cost: 0.0004 ips: 62.1816 images/s [03/13 17:09:07] ppdet.engine INFO: Epoch: [197] [560/610] learning_rate: 0.062465 loss_vfl: 1.014547 loss_bbox: 0.445569 loss_dfl: 0.432372 loss: 1.902811 eta: 14:20:02 batch_cost: 0.8113 data_cost: 0.0003 ips: 59.1671 images/s [03/13 17:09:25] ppdet.engine INFO: Epoch: [197] [580/610] learning_rate: 0.062428 loss_vfl: 0.879691 loss_bbox: 0.392845 loss_dfl: 0.382565 loss: 1.648453 eta: 14:19:45 batch_cost: 0.8105 data_cost: 0.0003 ips: 59.2241 images/s [03/13 17:09:42] ppdet.engine INFO: Epoch: [197] [600/610] learning_rate: 0.062392 loss_vfl: 0.878436 loss_bbox: 0.385671 loss_dfl: 0.389749 loss: 1.664537 eta: 14:19:28 batch_cost: 0.8064 data_cost: 0.0016 ips: 59.5251 images/s [03/13 17:09:56] ppdet.engine INFO: Epoch: [198] [ 0/610] learning_rate: 0.062374 loss_vfl: 0.962120 loss_bbox: 0.403351 loss_dfl: 0.402089 loss: 1.795481 eta: 14:19:22 batch_cost: 0.9831 data_cost: 0.2409 ips: 48.8241 images/s [03/13 17:10:16] ppdet.engine INFO: Epoch: [198] [ 20/610] learning_rate: 0.062338 loss_vfl: 0.912083 loss_bbox: 0.404608 loss_dfl: 0.393363 loss: 1.724031 eta: 14:19:05 batch_cost: 0.8639 data_cost: 0.0002 ips: 55.5627 images/s [03/13 17:10:34] ppdet.engine INFO: Epoch: [198] [ 40/610] learning_rate: 0.062302 loss_vfl: 0.961317 loss_bbox: 0.426084 loss_dfl: 0.416979 loss: 1.804901 eta: 14:18:49 batch_cost: 0.8069 data_cost: 0.0003 ips: 59.4879 images/s [03/13 17:10:53] ppdet.engine INFO: Epoch: [198] [ 60/610] learning_rate: 0.062266 loss_vfl: 0.936698 loss_bbox: 0.419802 loss_dfl: 0.423526 loss: 1.815554 eta: 14:18:32 batch_cost: 0.8423 data_cost: 0.0011 ips: 56.9840 images/s [03/13 17:11:11] ppdet.engine INFO: Epoch: [198] [ 80/610] learning_rate: 0.062229 loss_vfl: 0.908164 loss_bbox: 0.403949 loss_dfl: 0.398243 loss: 1.696268 eta: 14:18:16 batch_cost: 0.8376 data_cost: 0.0007 ips: 57.3072 images/s [03/13 17:11:30] ppdet.engine INFO: Epoch: [198] [100/610] learning_rate: 0.062193 loss_vfl: 0.989238 loss_bbox: 0.441692 loss_dfl: 0.430567 loss: 1.877597 eta: 14:17:59 batch_cost: 0.8337 data_cost: 0.0005 ips: 57.5755 images/s [03/13 17:11:49] ppdet.engine INFO: Epoch: [198] [120/610] learning_rate: 0.062157 loss_vfl: 0.908703 loss_bbox: 0.398839 loss_dfl: 0.398577 loss: 1.713027 eta: 14:17:43 batch_cost: 0.8380 data_cost: 0.0005 ips: 57.2774 images/s [03/13 17:12:07] ppdet.engine INFO: Epoch: [198] [140/610] learning_rate: 0.062121 loss_vfl: 0.922921 loss_bbox: 0.432629 loss_dfl: 0.411935 loss: 1.762475 eta: 14:17:25 batch_cost: 0.7744 data_cost: 0.0004 ips: 61.9820 images/s [03/13 17:12:25] ppdet.engine INFO: Epoch: [198] [160/610] learning_rate: 0.062085 loss_vfl: 0.939594 loss_bbox: 0.414404 loss_dfl: 0.413255 loss: 1.790381 eta: 14:17:09 batch_cost: 0.8139 data_cost: 0.0013 ips: 58.9728 images/s [03/13 17:12:42] ppdet.engine INFO: Epoch: [198] [180/610] learning_rate: 0.062049 loss_vfl: 0.892695 loss_bbox: 0.401264 loss_dfl: 0.392511 loss: 1.669154 eta: 14:16:51 batch_cost: 0.7351 data_cost: 0.0011 ips: 65.2944 images/s [03/13 17:13:00] ppdet.engine INFO: Epoch: [198] [200/610] learning_rate: 0.062012 loss_vfl: 1.009076 loss_bbox: 0.447217 loss_dfl: 0.429289 loss: 1.870873 eta: 14:16:35 batch_cost: 0.8154 data_cost: 0.0010 ips: 58.8649 images/s [03/13 17:13:18] ppdet.engine INFO: Epoch: [198] [220/610] learning_rate: 0.061976 loss_vfl: 0.930405 loss_bbox: 0.402799 loss_dfl: 0.405524 loss: 1.741763 eta: 14:16:18 batch_cost: 0.8143 data_cost: 0.0015 ips: 58.9429 images/s [03/13 17:13:36] ppdet.engine INFO: Epoch: [198] [240/610] learning_rate: 0.061940 loss_vfl: 0.941930 loss_bbox: 0.416511 loss_dfl: 0.415293 loss: 1.792670 eta: 14:16:01 batch_cost: 0.8170 data_cost: 0.0008 ips: 58.7483 images/s [03/13 17:13:54] ppdet.engine INFO: Epoch: [198] [260/610] learning_rate: 0.061904 loss_vfl: 0.992338 loss_bbox: 0.433835 loss_dfl: 0.430076 loss: 1.853767 eta: 14:15:44 batch_cost: 0.7917 data_cost: 0.0004 ips: 60.6290 images/s [03/13 17:14:11] ppdet.engine INFO: Epoch: [198] [280/610] learning_rate: 0.061868 loss_vfl: 1.010782 loss_bbox: 0.461021 loss_dfl: 0.442468 loss: 1.906430 eta: 14:15:27 batch_cost: 0.7475 data_cost: 0.0004 ips: 64.2172 images/s [03/13 17:14:28] ppdet.engine INFO: Epoch: [198] [300/610] learning_rate: 0.061832 loss_vfl: 0.921026 loss_bbox: 0.408076 loss_dfl: 0.398213 loss: 1.732927 eta: 14:15:09 batch_cost: 0.7301 data_cost: 0.0007 ips: 65.7410 images/s [03/13 17:14:46] ppdet.engine INFO: Epoch: [198] [320/610] learning_rate: 0.061796 loss_vfl: 0.933225 loss_bbox: 0.441741 loss_dfl: 0.419046 loss: 1.802927 eta: 14:14:52 batch_cost: 0.7942 data_cost: 0.0003 ips: 60.4419 images/s [03/13 17:15:04] ppdet.engine INFO: Epoch: [198] [340/610] learning_rate: 0.061760 loss_vfl: 0.939922 loss_bbox: 0.424672 loss_dfl: 0.409741 loss: 1.773629 eta: 14:14:36 batch_cost: 0.8117 data_cost: 0.0009 ips: 59.1382 images/s [03/13 17:15:21] ppdet.engine INFO: Epoch: [198] [360/610] learning_rate: 0.061724 loss_vfl: 0.969838 loss_bbox: 0.437290 loss_dfl: 0.427040 loss: 1.845508 eta: 14:14:18 batch_cost: 0.7621 data_cost: 0.0003 ips: 62.9834 images/s [03/13 17:15:39] ppdet.engine INFO: Epoch: [198] [380/610] learning_rate: 0.061688 loss_vfl: 0.985429 loss_bbox: 0.426062 loss_dfl: 0.412777 loss: 1.829552 eta: 14:14:01 batch_cost: 0.7974 data_cost: 0.0008 ips: 60.1922 images/s [03/13 17:15:57] ppdet.engine INFO: Epoch: [198] [400/610] learning_rate: 0.061651 loss_vfl: 0.950916 loss_bbox: 0.423493 loss_dfl: 0.417008 loss: 1.794327 eta: 14:13:44 batch_cost: 0.7768 data_cost: 0.0003 ips: 61.7915 images/s [03/13 17:16:15] ppdet.engine INFO: Epoch: [198] [420/610] learning_rate: 0.061615 loss_vfl: 0.909291 loss_bbox: 0.413287 loss_dfl: 0.412013 loss: 1.743485 eta: 14:13:27 batch_cost: 0.7811 data_cost: 0.0003 ips: 61.4516 images/s [03/13 17:16:32] ppdet.engine INFO: Epoch: [198] [440/610] learning_rate: 0.061579 loss_vfl: 0.930166 loss_bbox: 0.389837 loss_dfl: 0.401360 loss: 1.698987 eta: 14:13:10 batch_cost: 0.7557 data_cost: 0.0003 ips: 63.5188 images/s [03/13 17:16:51] ppdet.engine INFO: Epoch: [198] [460/610] learning_rate: 0.061543 loss_vfl: 0.937589 loss_bbox: 0.412668 loss_dfl: 0.408760 loss: 1.743771 eta: 14:12:53 batch_cost: 0.8081 data_cost: 0.0003 ips: 59.4000 images/s [03/13 17:17:09] ppdet.engine INFO: Epoch: [198] [480/610] learning_rate: 0.061507 loss_vfl: 0.947230 loss_bbox: 0.401577 loss_dfl: 0.405550 loss: 1.752150 eta: 14:12:36 batch_cost: 0.8084 data_cost: 0.0012 ips: 59.3737 images/s [03/13 17:17:27] ppdet.engine INFO: Epoch: [198] [500/610] learning_rate: 0.061471 loss_vfl: 0.992683 loss_bbox: 0.450465 loss_dfl: 0.439578 loss: 1.872921 eta: 14:12:19 batch_cost: 0.7807 data_cost: 0.0007 ips: 61.4832 images/s [03/13 17:17:46] ppdet.engine INFO: Epoch: [198] [520/610] learning_rate: 0.061435 loss_vfl: 0.945239 loss_bbox: 0.415132 loss_dfl: 0.412032 loss: 1.770133 eta: 14:12:03 batch_cost: 0.8560 data_cost: 0.0003 ips: 56.0755 images/s [03/13 17:18:03] ppdet.engine INFO: Epoch: [198] [540/610] learning_rate: 0.061399 loss_vfl: 0.896672 loss_bbox: 0.414490 loss_dfl: 0.392802 loss: 1.686737 eta: 14:11:46 batch_cost: 0.8101 data_cost: 0.0003 ips: 59.2505 images/s [03/13 17:18:21] ppdet.engine INFO: Epoch: [198] [560/610] learning_rate: 0.061363 loss_vfl: 0.936400 loss_bbox: 0.445019 loss_dfl: 0.418698 loss: 1.780464 eta: 14:11:30 batch_cost: 0.8217 data_cost: 0.0004 ips: 58.4185 images/s [03/13 17:18:38] ppdet.engine INFO: Epoch: [198] [580/610] learning_rate: 0.061327 loss_vfl: 0.938149 loss_bbox: 0.398368 loss_dfl: 0.398494 loss: 1.723178 eta: 14:11:12 batch_cost: 0.7552 data_cost: 0.0004 ips: 63.5619 images/s [03/13 17:18:57] ppdet.engine INFO: Epoch: [198] [600/610] learning_rate: 0.061291 loss_vfl: 0.896080 loss_bbox: 0.395388 loss_dfl: 0.403051 loss: 1.692252 eta: 14:10:55 batch_cost: 0.8059 data_cost: 0.0017 ips: 59.5637 images/s [03/13 17:19:11] ppdet.engine INFO: Epoch: [199] [ 0/610] learning_rate: 0.061273 loss_vfl: 0.899527 loss_bbox: 0.395388 loss_dfl: 0.394776 loss: 1.659217 eta: 14:10:49 batch_cost: 0.9775 data_cost: 0.2550 ips: 49.1026 images/s [03/13 17:19:31] ppdet.engine INFO: Epoch: [199] [ 20/610] learning_rate: 0.061237 loss_vfl: 0.946390 loss_bbox: 0.421876 loss_dfl: 0.409801 loss: 1.776819 eta: 14:10:33 batch_cost: 0.8984 data_cost: 0.0013 ips: 53.4303 images/s [03/13 17:19:50] ppdet.engine INFO: Epoch: [199] [ 40/610] learning_rate: 0.061201 loss_vfl: 0.932355 loss_bbox: 0.400805 loss_dfl: 0.400068 loss: 1.741506 eta: 14:10:17 batch_cost: 0.8562 data_cost: 0.0003 ips: 56.0617 images/s [03/13 17:20:08] ppdet.engine INFO: Epoch: [199] [ 60/610] learning_rate: 0.061165 loss_vfl: 0.978419 loss_bbox: 0.447661 loss_dfl: 0.422794 loss: 1.860155 eta: 14:10:00 batch_cost: 0.7948 data_cost: 0.0003 ips: 60.3941 images/s [03/13 17:20:26] ppdet.engine INFO: Epoch: [199] [ 80/610] learning_rate: 0.061129 loss_vfl: 0.971712 loss_bbox: 0.398217 loss_dfl: 0.409235 loss: 1.797126 eta: 14:09:43 batch_cost: 0.8019 data_cost: 0.0003 ips: 59.8596 images/s [03/13 17:20:43] ppdet.engine INFO: Epoch: [199] [100/610] learning_rate: 0.061093 loss_vfl: 0.884409 loss_bbox: 0.394450 loss_dfl: 0.389570 loss: 1.677916 eta: 14:09:26 batch_cost: 0.7373 data_cost: 0.0004 ips: 65.1061 images/s [03/13 17:21:02] ppdet.engine INFO: Epoch: [199] [120/610] learning_rate: 0.061057 loss_vfl: 1.000076 loss_bbox: 0.420335 loss_dfl: 0.417677 loss: 1.824173 eta: 14:09:09 batch_cost: 0.8250 data_cost: 0.0003 ips: 58.1811 images/s [03/13 17:21:20] ppdet.engine INFO: Epoch: [199] [140/610] learning_rate: 0.061021 loss_vfl: 0.932844 loss_bbox: 0.404982 loss_dfl: 0.389033 loss: 1.719750 eta: 14:08:52 batch_cost: 0.7966 data_cost: 0.0003 ips: 60.2576 images/s [03/13 17:21:38] ppdet.engine INFO: Epoch: [199] [160/610] learning_rate: 0.060986 loss_vfl: 0.951850 loss_bbox: 0.420990 loss_dfl: 0.415401 loss: 1.780161 eta: 14:08:35 batch_cost: 0.7881 data_cost: 0.0003 ips: 60.9033 images/s [03/13 17:21:56] ppdet.engine INFO: Epoch: [199] [180/610] learning_rate: 0.060950 loss_vfl: 0.969203 loss_bbox: 0.442570 loss_dfl: 0.432410 loss: 1.835787 eta: 14:08:18 batch_cost: 0.7830 data_cost: 0.0003 ips: 61.3029 images/s [03/13 17:22:13] ppdet.engine INFO: Epoch: [199] [200/610] learning_rate: 0.060914 loss_vfl: 0.962257 loss_bbox: 0.427088 loss_dfl: 0.419695 loss: 1.813466 eta: 14:08:01 batch_cost: 0.7763 data_cost: 0.0010 ips: 61.8292 images/s [03/13 17:22:31] ppdet.engine INFO: Epoch: [199] [220/610] learning_rate: 0.060878 loss_vfl: 0.935734 loss_bbox: 0.418122 loss_dfl: 0.415558 loss: 1.766050 eta: 14:07:44 batch_cost: 0.7772 data_cost: 0.0042 ips: 61.7602 images/s [03/13 17:22:49] ppdet.engine INFO: Epoch: [199] [240/610] learning_rate: 0.060842 loss_vfl: 0.942334 loss_bbox: 0.435108 loss_dfl: 0.420853 loss: 1.783228 eta: 14:07:27 batch_cost: 0.8377 data_cost: 0.0003 ips: 57.3001 images/s [03/13 17:23:08] ppdet.engine INFO: Epoch: [199] [260/610] learning_rate: 0.060806 loss_vfl: 0.932697 loss_bbox: 0.400720 loss_dfl: 0.388122 loss: 1.708772 eta: 14:07:11 batch_cost: 0.8012 data_cost: 0.0003 ips: 59.9120 images/s [03/13 17:23:25] ppdet.engine INFO: Epoch: [199] [280/610] learning_rate: 0.060770 loss_vfl: 0.950810 loss_bbox: 0.416643 loss_dfl: 0.409281 loss: 1.774868 eta: 14:06:53 batch_cost: 0.7549 data_cost: 0.0003 ips: 63.5863 images/s [03/13 17:23:41] ppdet.engine INFO: Epoch: [199] [300/610] learning_rate: 0.060734 loss_vfl: 0.893720 loss_bbox: 0.413049 loss_dfl: 0.398224 loss: 1.688183 eta: 14:06:36 batch_cost: 0.7137 data_cost: 0.0010 ips: 67.2544 images/s [03/13 17:23:59] ppdet.engine INFO: Epoch: [199] [320/610] learning_rate: 0.060698 loss_vfl: 0.939591 loss_bbox: 0.412980 loss_dfl: 0.402367 loss: 1.775440 eta: 14:06:18 batch_cost: 0.7833 data_cost: 0.0003 ips: 61.2805 images/s [03/13 17:24:17] ppdet.engine INFO: Epoch: [199] [340/610] learning_rate: 0.060662 loss_vfl: 0.955867 loss_bbox: 0.408199 loss_dfl: 0.401927 loss: 1.763091 eta: 14:06:02 batch_cost: 0.7888 data_cost: 0.0058 ips: 60.8550 images/s [03/13 17:24:35] ppdet.engine INFO: Epoch: [199] [360/610] learning_rate: 0.060627 loss_vfl: 0.880959 loss_bbox: 0.388632 loss_dfl: 0.382022 loss: 1.627461 eta: 14:05:45 batch_cost: 0.8259 data_cost: 0.0013 ips: 58.1212 images/s [03/13 17:24:52] ppdet.engine INFO: Epoch: [199] [380/610] learning_rate: 0.060591 loss_vfl: 0.947730 loss_bbox: 0.427638 loss_dfl: 0.410169 loss: 1.753218 eta: 14:05:28 batch_cost: 0.7708 data_cost: 0.0003 ips: 62.2749 images/s [03/13 17:25:10] ppdet.engine INFO: Epoch: [199] [400/610] learning_rate: 0.060555 loss_vfl: 0.953570 loss_bbox: 0.409437 loss_dfl: 0.402750 loss: 1.749822 eta: 14:05:11 batch_cost: 0.7874 data_cost: 0.0036 ips: 60.9623 images/s [03/13 17:25:29] ppdet.engine INFO: Epoch: [199] [420/610] learning_rate: 0.060519 loss_vfl: 0.914621 loss_bbox: 0.418188 loss_dfl: 0.414902 loss: 1.772007 eta: 14:04:54 batch_cost: 0.8212 data_cost: 0.0003 ips: 58.4506 images/s [03/13 17:25:47] ppdet.engine INFO: Epoch: [199] [440/610] learning_rate: 0.060483 loss_vfl: 0.953869 loss_bbox: 0.430101 loss_dfl: 0.420284 loss: 1.807667 eta: 14:04:37 batch_cost: 0.8055 data_cost: 0.0003 ips: 59.5927 images/s [03/13 17:26:06] ppdet.engine INFO: Epoch: [199] [460/610] learning_rate: 0.060447 loss_vfl: 0.958544 loss_bbox: 0.412776 loss_dfl: 0.407836 loss: 1.763092 eta: 14:04:21 batch_cost: 0.8374 data_cost: 0.0003 ips: 57.3236 images/s [03/13 17:26:24] ppdet.engine INFO: Epoch: [199] [480/610] learning_rate: 0.060411 loss_vfl: 0.896266 loss_bbox: 0.390680 loss_dfl: 0.387312 loss: 1.662426 eta: 14:04:04 batch_cost: 0.8050 data_cost: 0.0003 ips: 59.6256 images/s [03/13 17:26:42] ppdet.engine INFO: Epoch: [199] [500/610] learning_rate: 0.060376 loss_vfl: 0.900567 loss_bbox: 0.413489 loss_dfl: 0.398947 loss: 1.712632 eta: 14:03:47 batch_cost: 0.8242 data_cost: 0.0003 ips: 58.2348 images/s [03/13 17:27:00] ppdet.engine INFO: Epoch: [199] [520/610] learning_rate: 0.060340 loss_vfl: 1.017303 loss_bbox: 0.435996 loss_dfl: 0.433661 loss: 1.863991 eta: 14:03:31 batch_cost: 0.8123 data_cost: 0.0003 ips: 59.0925 images/s [03/13 17:27:19] ppdet.engine INFO: Epoch: [199] [540/610] learning_rate: 0.060304 loss_vfl: 0.936907 loss_bbox: 0.425471 loss_dfl: 0.401318 loss: 1.762005 eta: 14:03:14 batch_cost: 0.8378 data_cost: 0.0003 ips: 57.2903 images/s [03/13 17:27:37] ppdet.engine INFO: Epoch: [199] [560/610] learning_rate: 0.060268 loss_vfl: 0.990693 loss_bbox: 0.416920 loss_dfl: 0.414564 loss: 1.825604 eta: 14:02:57 batch_cost: 0.8081 data_cost: 0.0019 ips: 59.3998 images/s [03/13 17:27:54] ppdet.engine INFO: Epoch: [199] [580/610] learning_rate: 0.060232 loss_vfl: 0.902464 loss_bbox: 0.393619 loss_dfl: 0.396782 loss: 1.685227 eta: 14:02:40 batch_cost: 0.7362 data_cost: 0.0003 ips: 65.2039 images/s [03/13 17:28:13] ppdet.engine INFO: Epoch: [199] [600/610] learning_rate: 0.060197 loss_vfl: 0.911296 loss_bbox: 0.405572 loss_dfl: 0.401789 loss: 1.747561 eta: 14:02:23 batch_cost: 0.8325 data_cost: 0.0004 ips: 57.6576 images/s [03/13 17:28:21] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_s_416_coco [03/13 17:28:21] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_s_416_coco [03/13 17:28:21] ppdet.engine INFO: Eval iter: 0 [03/13 17:28:37] ppdet.engine INFO: Eval iter: 100 [03/13 17:28:47] ppdet.engine INFO: Eval iter: 200 [03/13 17:28:57] ppdet.engine INFO: Eval iter: 300 [03/13 17:29:06] ppdet.engine INFO: Eval iter: 400 [03/13 17:29:16] ppdet.engine INFO: Eval iter: 500 [03/13 17:29:26] ppdet.engine INFO: Eval iter: 600 [03/13 17:29:42] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json. loading annotations into memory... Done (t=0.94s) creating index... index created! [03/13 17:29:43] ppdet.metrics.coco_utils INFO: Start evaluate... Loading and preparing results... DONE (t=4.77s) creating index... index created! Running per image evaluation... Evaluate annotation type *bbox* DONE (t=96.11s). Accumulating evaluation results... DONE (t=17.75s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.315 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.462 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.333 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.114 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.334 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 ] = 0.283 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.449 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.479 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.199 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.538 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.732 [03/13 17:31:44] ppdet.engine INFO: Total sample number: 4952, averge FPS: 73.45389836667388 [03/13 17:31:44] ppdet.engine INFO: Best test bbox ap is 0.315. [03/13 17:31:44] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_s_416_coco [03/13 17:31:44] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_s_416_coco [03/13 17:31:45] ppdet.engine INFO: Epoch: [200] [ 0/610] learning_rate: 0.060179 loss_vfl: 0.960899 loss_bbox: 0.425952 loss_dfl: 0.415430 loss: 1.790146 eta: 14:02:14 batch_cost: 0.7207 data_cost: 0.0004 ips: 66.5980 images/s [03/13 17:32:04] ppdet.engine INFO: Epoch: [200] [ 20/610] learning_rate: 0.060143 loss_vfl: 0.955049 loss_bbox: 0.419460 loss_dfl: 0.420895 loss: 1.777324 eta: 14:01:57 batch_cost: 0.7912 data_cost: 0.0016 ips: 60.6693 images/s [03/13 17:32:22] ppdet.engine INFO: Epoch: [200] [ 40/610] learning_rate: 0.060107 loss_vfl: 0.962792 loss_bbox: 0.452503 loss_dfl: 0.423765 loss: 1.851431 eta: 14:01:41 batch_cost: 0.8444 data_cost: 0.0002 ips: 56.8473 images/s [03/13 17:32:41] ppdet.engine INFO: Epoch: [200] [ 60/610] learning_rate: 0.060071 loss_vfl: 0.895401 loss_bbox: 0.384644 loss_dfl: 0.387505 loss: 1.664425 eta: 14:01:24 batch_cost: 0.8364 data_cost: 0.0016 ips: 57.3863 images/s [03/13 17:33:00] ppdet.engine INFO: Epoch: [200] [ 80/610] learning_rate: 0.060036 loss_vfl: 0.939310 loss_bbox: 0.377657 loss_dfl: 0.383149 loss: 1.713892 eta: 14:01:08 batch_cost: 0.8264 data_cost: 0.0003 ips: 58.0829 images/s [03/13 17:33:18] ppdet.engine INFO: Epoch: [200] [100/610] learning_rate: 0.060000 loss_vfl: 0.901614 loss_bbox: 0.420018 loss_dfl: 0.386438 loss: 1.710622 eta: 14:00:51 batch_cost: 0.7917 data_cost: 0.0003 ips: 60.6268 images/s [03/13 17:33:35] ppdet.engine INFO: Epoch: [200] [120/610] learning_rate: 0.059964 loss_vfl: 0.939481 loss_bbox: 0.420299 loss_dfl: 0.410935 loss: 1.784614 eta: 14:00:34 batch_cost: 0.7930 data_cost: 0.0003 ips: 60.5327 images/s [03/13 17:33:55] ppdet.engine INFO: Epoch: [200] [140/610] learning_rate: 0.059929 loss_vfl: 0.963903 loss_bbox: 0.428077 loss_dfl: 0.407355 loss: 1.792136 eta: 14:00:17 batch_cost: 0.8577 data_cost: 0.0003 ips: 55.9606 images/s [03/13 17:34:12] ppdet.engine INFO: Epoch: [200] [160/610] learning_rate: 0.059893 loss_vfl: 0.969051 loss_bbox: 0.427875 loss_dfl: 0.417680 loss: 1.806202 eta: 14:00:00 batch_cost: 0.7797 data_cost: 0.0003 ips: 61.5623 images/s [03/13 17:34:32] ppdet.engine INFO: Epoch: [200] [180/610] learning_rate: 0.059857 loss_vfl: 0.921999 loss_bbox: 0.416809 loss_dfl: 0.405025 loss: 1.747678 eta: 13:59:44 batch_cost: 0.8713 data_cost: 0.0003 ips: 55.0897 images/s [03/13 17:34:50] ppdet.engine INFO: Epoch: [200] [200/610] learning_rate: 0.059821 loss_vfl: 0.980220 loss_bbox: 0.429908 loss_dfl: 0.422933 loss: 1.843626 eta: 13:59:27 batch_cost: 0.8098 data_cost: 0.0010 ips: 59.2703 images/s [03/13 17:35:08] ppdet.engine INFO: Epoch: [200] [220/610] learning_rate: 0.059786 loss_vfl: 0.912944 loss_bbox: 0.397461 loss_dfl: 0.400785 loss: 1.691030 eta: 13:59:11 batch_cost: 0.8268 data_cost: 0.0003 ips: 58.0573 images/s [03/13 17:35:27] ppdet.engine INFO: Epoch: [200] [240/610] learning_rate: 0.059750 loss_vfl: 0.951308 loss_bbox: 0.421147 loss_dfl: 0.411738 loss: 1.773830 eta: 13:58:54 batch_cost: 0.8184 data_cost: 0.0010 ips: 58.6506 images/s [03/13 17:35:45] ppdet.engine INFO: Epoch: [200] [260/610] learning_rate: 0.059714 loss_vfl: 0.914100 loss_bbox: 0.386747 loss_dfl: 0.395001 loss: 1.694707 eta: 13:58:38 batch_cost: 0.8386 data_cost: 0.0003 ips: 57.2399 images/s [03/13 17:36:03] ppdet.engine INFO: Epoch: [200] [280/610] learning_rate: 0.059679 loss_vfl: 0.959613 loss_bbox: 0.419849 loss_dfl: 0.422614 loss: 1.814208 eta: 13:58:21 batch_cost: 0.8060 data_cost: 0.0003 ips: 59.5544 images/s [03/13 17:36:22] ppdet.engine INFO: Epoch: [200] [300/610] learning_rate: 0.059643 loss_vfl: 0.956799 loss_bbox: 0.450822 loss_dfl: 0.416961 loss: 1.832753 eta: 13:58:04 batch_cost: 0.8200 data_cost: 0.0003 ips: 58.5351 images/s [03/13 17:36:40] ppdet.engine INFO: Epoch: [200] [320/610] learning_rate: 0.059607 loss_vfl: 0.905945 loss_bbox: 0.385753 loss_dfl: 0.383220 loss: 1.656943 eta: 13:57:48 batch_cost: 0.8096 data_cost: 0.0003 ips: 59.2881 images/s [03/13 17:36:58] ppdet.engine INFO: Epoch: [200] [340/610] learning_rate: 0.059572 loss_vfl: 0.974263 loss_bbox: 0.417241 loss_dfl: 0.410693 loss: 1.776865 eta: 13:57:31 batch_cost: 0.8349 data_cost: 0.0003 ips: 57.4887 images/s [03/13 17:37:16] ppdet.engine INFO: Epoch: [200] [360/610] learning_rate: 0.059536 loss_vfl: 0.962643 loss_bbox: 0.429496 loss_dfl: 0.420780 loss: 1.817931 eta: 13:57:14 batch_cost: 0.8034 data_cost: 0.0003 ips: 59.7495 images/s [03/13 17:37:35] ppdet.engine INFO: Epoch: [200] [380/610] learning_rate: 0.059500 loss_vfl: 0.943640 loss_bbox: 0.424888 loss_dfl: 0.404907 loss: 1.746844 eta: 13:56:58 batch_cost: 0.8170 data_cost: 0.0003 ips: 58.7498 images/s [03/13 17:37:53] ppdet.engine INFO: Epoch: [200] [400/610] learning_rate: 0.059465 loss_vfl: 0.942663 loss_bbox: 0.412576 loss_dfl: 0.395222 loss: 1.704640 eta: 13:56:41 batch_cost: 0.8106 data_cost: 0.0003 ips: 59.2176 images/s [03/13 17:38:12] ppdet.engine INFO: Epoch: [200] [420/610] learning_rate: 0.059429 loss_vfl: 0.974618 loss_bbox: 0.428961 loss_dfl: 0.423517 loss: 1.819511 eta: 13:56:24 batch_cost: 0.8019 data_cost: 0.0009 ips: 59.8575 images/s [03/13 17:38:30] ppdet.engine INFO: Epoch: [200] [440/610] learning_rate: 0.059393 loss_vfl: 0.922614 loss_bbox: 0.400844 loss_dfl: 0.383821 loss: 1.703412 eta: 13:56:07 batch_cost: 0.8091 data_cost: 0.0009 ips: 59.3227 images/s [03/13 17:38:48] ppdet.engine INFO: Epoch: [200] [460/610] learning_rate: 0.059358 loss_vfl: 0.901872 loss_bbox: 0.395311 loss_dfl: 0.389214 loss: 1.682503 eta: 13:55:50 batch_cost: 0.7852 data_cost: 0.0003 ips: 61.1292 images/s [03/13 17:39:08] ppdet.engine INFO: Epoch: [200] [480/610] learning_rate: 0.059322 loss_vfl: 0.923350 loss_bbox: 0.411127 loss_dfl: 0.404435 loss: 1.740512 eta: 13:55:34 batch_cost: 0.8321 data_cost: 0.0010 ips: 57.6888 images/s [03/13 17:39:27] ppdet.engine INFO: Epoch: [200] [500/610] learning_rate: 0.059287 loss_vfl: 0.905410 loss_bbox: 0.381122 loss_dfl: 0.390180 loss: 1.682404 eta: 13:55:17 batch_cost: 0.8552 data_cost: 0.0003 ips: 56.1265 images/s [03/13 17:39:45] ppdet.engine INFO: Epoch: [200] [520/610] learning_rate: 0.059251 loss_vfl: 0.958341 loss_bbox: 0.427754 loss_dfl: 0.413090 loss: 1.777482 eta: 13:55:01 batch_cost: 0.8378 data_cost: 0.0003 ips: 57.2926 images/s [03/13 17:40:03] ppdet.engine INFO: Epoch: [200] [540/610] learning_rate: 0.059215 loss_vfl: 0.991896 loss_bbox: 0.426971 loss_dfl: 0.420040 loss: 1.866168 eta: 13:54:44 batch_cost: 0.7839 data_cost: 0.0009 ips: 61.2312 images/s [03/13 17:40:22] ppdet.engine INFO: Epoch: [200] [560/610] learning_rate: 0.059180 loss_vfl: 0.906904 loss_bbox: 0.417957 loss_dfl: 0.396978 loss: 1.717440 eta: 13:54:28 batch_cost: 0.8679 data_cost: 0.0008 ips: 55.3073 images/s [03/13 17:40:40] ppdet.engine INFO: Epoch: [200] [580/610] learning_rate: 0.059144 loss_vfl: 0.925449 loss_bbox: 0.418103 loss_dfl: 0.416318 loss: 1.751228 eta: 13:54:11 batch_cost: 0.8313 data_cost: 0.0003 ips: 57.7391 images/s [03/13 17:40:58] ppdet.engine INFO: Epoch: [200] [600/610] learning_rate: 0.059109 loss_vfl: 0.920705 loss_bbox: 0.425952 loss_dfl: 0.412227 loss: 1.777854 eta: 13:53:54 batch_cost: 0.7801 data_cost: 0.0004 ips: 61.5270 images/s [03/13 17:41:11] ppdet.engine INFO: Epoch: [201] [ 0/610] learning_rate: 0.059091 loss_vfl: 0.918057 loss_bbox: 0.412170 loss_dfl: 0.400484 loss: 1.738482 eta: 13:53:47 batch_cost: 0.9040 data_cost: 0.1702 ips: 53.0964 images/s [03/13 17:41:32] ppdet.engine INFO: Epoch: [201] [ 20/610] learning_rate: 0.059055 loss_vfl: 0.935653 loss_bbox: 0.414592 loss_dfl: 0.406926 loss: 1.748080 eta: 13:53:31 batch_cost: 0.9094 data_cost: 0.0003 ips: 52.7838 images/s [03/13 17:41:50] ppdet.engine INFO: Epoch: [201] [ 40/610] learning_rate: 0.059020 loss_vfl: 0.948488 loss_bbox: 0.412669 loss_dfl: 0.403071 loss: 1.767666 eta: 13:53:14 batch_cost: 0.7949 data_cost: 0.0003 ips: 60.3830 images/s [03/13 17:42:08] ppdet.engine INFO: Epoch: [201] [ 60/610] learning_rate: 0.058984 loss_vfl: 0.934018 loss_bbox: 0.421814 loss_dfl: 0.404799 loss: 1.763022 eta: 13:52:57 batch_cost: 0.7956 data_cost: 0.0003 ips: 60.3280 images/s [03/13 17:42:25] ppdet.engine INFO: Epoch: [201] [ 80/610] learning_rate: 0.058949 loss_vfl: 0.951039 loss_bbox: 0.431345 loss_dfl: 0.426135 loss: 1.798599 eta: 13:52:40 batch_cost: 0.7775 data_cost: 0.0003 ips: 61.7346 images/s [03/13 17:42:43] ppdet.engine INFO: Epoch: [201] [100/610] learning_rate: 0.058913 loss_vfl: 1.014757 loss_bbox: 0.447883 loss_dfl: 0.436651 loss: 1.867468 eta: 13:52:23 batch_cost: 0.7816 data_cost: 0.0003 ips: 61.4147 images/s [03/13 17:43:01] ppdet.engine INFO: Epoch: [201] [120/610] learning_rate: 0.058878 loss_vfl: 0.942169 loss_bbox: 0.418462 loss_dfl: 0.399403 loss: 1.772049 eta: 13:52:06 batch_cost: 0.7963 data_cost: 0.0003 ips: 60.2764 images/s [03/13 17:43:19] ppdet.engine INFO: Epoch: [201] [140/610] learning_rate: 0.058842 loss_vfl: 0.932347 loss_bbox: 0.426781 loss_dfl: 0.414797 loss: 1.800256 eta: 13:51:50 batch_cost: 0.7935 data_cost: 0.0003 ips: 60.4913 images/s [03/13 17:43:36] ppdet.engine INFO: Epoch: [201] [160/610] learning_rate: 0.058807 loss_vfl: 0.956344 loss_bbox: 0.419038 loss_dfl: 0.408910 loss: 1.784952 eta: 13:51:33 batch_cost: 0.7807 data_cost: 0.0003 ips: 61.4852 images/s [03/13 17:43:54] ppdet.engine INFO: Epoch: [201] [180/610] learning_rate: 0.058771 loss_vfl: 0.908235 loss_bbox: 0.421842 loss_dfl: 0.408372 loss: 1.751040 eta: 13:51:16 batch_cost: 0.7908 data_cost: 0.0003 ips: 60.6957 images/s [03/13 17:44:12] ppdet.engine INFO: Epoch: [201] [200/610] learning_rate: 0.058736 loss_vfl: 0.944267 loss_bbox: 0.446876 loss_dfl: 0.431889 loss: 1.797411 eta: 13:50:58 batch_cost: 0.7689 data_cost: 0.0003 ips: 62.4284 images/s [03/13 17:44:30] ppdet.engine INFO: Epoch: [201] [220/610] learning_rate: 0.058700 loss_vfl: 0.915687 loss_bbox: 0.404118 loss_dfl: 0.395671 loss: 1.716063 eta: 13:50:42 batch_cost: 0.8292 data_cost: 0.0011 ips: 57.8836 images/s [03/13 17:44:48] ppdet.engine INFO: Epoch: [201] [240/610] learning_rate: 0.058665 loss_vfl: 0.976328 loss_bbox: 0.431999 loss_dfl: 0.422622 loss: 1.840123 eta: 13:50:25 batch_cost: 0.8157 data_cost: 0.0003 ips: 58.8427 images/s [03/13 17:45:06] ppdet.engine INFO: Epoch: [201] [260/610] learning_rate: 0.058629 loss_vfl: 0.926177 loss_bbox: 0.424658 loss_dfl: 0.402624 loss: 1.749026 eta: 13:50:08 batch_cost: 0.7651 data_cost: 0.0003 ips: 62.7358 images/s [03/13 17:45:24] ppdet.engine INFO: Epoch: [201] [280/610] learning_rate: 0.058594 loss_vfl: 0.961905 loss_bbox: 0.429971 loss_dfl: 0.419599 loss: 1.809506 eta: 13:49:51 batch_cost: 0.8211 data_cost: 0.0009 ips: 58.4610 images/s [03/13 17:45:42] ppdet.engine INFO: Epoch: [201] [300/610] learning_rate: 0.058558 loss_vfl: 0.900371 loss_bbox: 0.407942 loss_dfl: 0.396636 loss: 1.696136 eta: 13:49:35 batch_cost: 0.8279 data_cost: 0.0003 ips: 57.9765 images/s [03/13 17:46:00] ppdet.engine INFO: Epoch: [201] [320/610] learning_rate: 0.058523 loss_vfl: 0.968000 loss_bbox: 0.427762 loss_dfl: 0.422420 loss: 1.806996 eta: 13:49:18 batch_cost: 0.7722 data_cost: 0.0003 ips: 62.1567 images/s [03/13 17:46:18] ppdet.engine INFO: Epoch: [201] [340/610] learning_rate: 0.058488 loss_vfl: 0.973155 loss_bbox: 0.412542 loss_dfl: 0.418380 loss: 1.834181 eta: 13:49:01 batch_cost: 0.8089 data_cost: 0.0003 ips: 59.3432 images/s [03/13 17:46:36] ppdet.engine INFO: Epoch: [201] [360/610] learning_rate: 0.058452 loss_vfl: 0.917390 loss_bbox: 0.394740 loss_dfl: 0.392498 loss: 1.720815 eta: 13:48:44 batch_cost: 0.8096 data_cost: 0.0003 ips: 59.2855 images/s [03/13 17:46:55] ppdet.engine INFO: Epoch: [201] [380/610] learning_rate: 0.058417 loss_vfl: 0.919455 loss_bbox: 0.403988 loss_dfl: 0.405959 loss: 1.743033 eta: 13:48:28 batch_cost: 0.8451 data_cost: 0.0003 ips: 56.7948 images/s [03/13 17:47:13] ppdet.engine INFO: Epoch: [201] [400/610] learning_rate: 0.058381 loss_vfl: 0.992056 loss_bbox: 0.429979 loss_dfl: 0.425433 loss: 1.847836 eta: 13:48:11 batch_cost: 0.7929 data_cost: 0.0003 ips: 60.5403 images/s [03/13 17:47:31] ppdet.engine INFO: Epoch: [201] [420/610] learning_rate: 0.058346 loss_vfl: 0.912158 loss_bbox: 0.395336 loss_dfl: 0.396809 loss: 1.709354 eta: 13:47:54 batch_cost: 0.8032 data_cost: 0.0003 ips: 59.7635 images/s [03/13 17:47:49] ppdet.engine INFO: Epoch: [201] [440/610] learning_rate: 0.058310 loss_vfl: 0.936292 loss_bbox: 0.407183 loss_dfl: 0.412762 loss: 1.750798 eta: 13:47:37 batch_cost: 0.7941 data_cost: 0.0003 ips: 60.4480 images/s [03/13 17:48:07] ppdet.engine INFO: Epoch: [201] [460/610] learning_rate: 0.058275 loss_vfl: 0.943806 loss_bbox: 0.410731 loss_dfl: 0.402924 loss: 1.765378 eta: 13:47:20 batch_cost: 0.8111 data_cost: 0.0004 ips: 59.1788 images/s [03/13 17:48:26] ppdet.engine INFO: Epoch: [201] [480/610] learning_rate: 0.058240 loss_vfl: 0.890855 loss_bbox: 0.406126 loss_dfl: 0.395963 loss: 1.692509 eta: 13:47:04 batch_cost: 0.8357 data_cost: 0.0003 ips: 57.4401 images/s [03/13 17:48:43] ppdet.engine INFO: Epoch: [201] [500/610] learning_rate: 0.058204 loss_vfl: 0.937593 loss_bbox: 0.422407 loss_dfl: 0.411989 loss: 1.781838 eta: 13:46:47 batch_cost: 0.7837 data_cost: 0.0003 ips: 61.2444 images/s [03/13 17:49:02] ppdet.engine INFO: Epoch: [201] [520/610] learning_rate: 0.058169 loss_vfl: 0.903850 loss_bbox: 0.406207 loss_dfl: 0.405046 loss: 1.717137 eta: 13:46:30 batch_cost: 0.8356 data_cost: 0.0003 ips: 57.4405 images/s [03/13 17:49:20] ppdet.engine INFO: Epoch: [201] [540/610] learning_rate: 0.058134 loss_vfl: 0.922868 loss_bbox: 0.426064 loss_dfl: 0.404445 loss: 1.762240 eta: 13:46:14 batch_cost: 0.7926 data_cost: 0.0003 ips: 60.5632 images/s [03/13 17:49:38] ppdet.engine INFO: Epoch: [201] [560/610] learning_rate: 0.058098 loss_vfl: 1.009110 loss_bbox: 0.416598 loss_dfl: 0.417514 loss: 1.859462 eta: 13:45:57 batch_cost: 0.7946 data_cost: 0.0003 ips: 60.4114 images/s [03/13 17:49:55] ppdet.engine INFO: Epoch: [201] [580/610] learning_rate: 0.058063 loss_vfl: 0.927199 loss_bbox: 0.412334 loss_dfl: 0.396052 loss: 1.737438 eta: 13:45:40 batch_cost: 0.7972 data_cost: 0.0003 ips: 60.2129 images/s [03/13 17:50:13] ppdet.engine INFO: Epoch: [201] [600/610] learning_rate: 0.058027 loss_vfl: 0.952085 loss_bbox: 0.415348 loss_dfl: 0.412517 loss: 1.814810 eta: 13:45:23 batch_cost: 0.8108 data_cost: 0.0004 ips: 59.1981 images/s [03/13 17:50:28] ppdet.engine INFO: Epoch: [202] [ 0/610] learning_rate: 0.058010 loss_vfl: 0.979940 loss_bbox: 0.450205 loss_dfl: 0.424378 loss: 1.844410 eta: 13:45:17 batch_cost: 1.0330 data_cost: 0.2903 ips: 46.4685 images/s [03/13 17:50:47] ppdet.engine INFO: Epoch: [202] [ 20/610] learning_rate: 0.057974 loss_vfl: 0.918115 loss_bbox: 0.403503 loss_dfl: 0.387663 loss: 1.709466 eta: 13:45:01 batch_cost: 0.8740 data_cost: 0.0009 ips: 54.9179 images/s [03/13 17:51:05] ppdet.engine INFO: Epoch: [202] [ 40/610] learning_rate: 0.057939 loss_vfl: 0.939167 loss_bbox: 0.436030 loss_dfl: 0.416560 loss: 1.774367 eta: 13:44:44 batch_cost: 0.8377 data_cost: 0.0003 ips: 57.3005 images/s [03/13 17:51:23] ppdet.engine INFO: Epoch: [202] [ 60/610] learning_rate: 0.057904 loss_vfl: 0.906271 loss_bbox: 0.393249 loss_dfl: 0.405183 loss: 1.677558 eta: 13:44:27 batch_cost: 0.7667 data_cost: 0.0003 ips: 62.6060 images/s [03/13 17:51:41] ppdet.engine INFO: Epoch: [202] [ 80/610] learning_rate: 0.057869 loss_vfl: 0.939750 loss_bbox: 0.424725 loss_dfl: 0.414145 loss: 1.789807 eta: 13:44:10 batch_cost: 0.7814 data_cost: 0.0003 ips: 61.4316 images/s [03/13 17:52:00] ppdet.engine INFO: Epoch: [202] [100/610] learning_rate: 0.057833 loss_vfl: 0.927253 loss_bbox: 0.431399 loss_dfl: 0.414175 loss: 1.779524 eta: 13:43:54 batch_cost: 0.8444 data_cost: 0.0003 ips: 56.8467 images/s [03/13 17:52:18] ppdet.engine INFO: Epoch: [202] [120/610] learning_rate: 0.057798 loss_vfl: 0.879739 loss_bbox: 0.383429 loss_dfl: 0.369491 loss: 1.623484 eta: 13:43:37 batch_cost: 0.7894 data_cost: 0.0009 ips: 60.8050 images/s [03/13 17:52:37] ppdet.engine INFO: Epoch: [202] [140/610] learning_rate: 0.057763 loss_vfl: 0.925920 loss_bbox: 0.409735 loss_dfl: 0.410496 loss: 1.743769 eta: 13:43:20 batch_cost: 0.8399 data_cost: 0.0003 ips: 57.1473 images/s [03/13 17:52:55] ppdet.engine INFO: Epoch: [202] [160/610] learning_rate: 0.057727 loss_vfl: 0.942538 loss_bbox: 0.430867 loss_dfl: 0.401956 loss: 1.766518 eta: 13:43:03 batch_cost: 0.8023 data_cost: 0.0004 ips: 59.8294 images/s [03/13 17:53:13] ppdet.engine INFO: Epoch: [202] [180/610] learning_rate: 0.057692 loss_vfl: 0.920561 loss_bbox: 0.433821 loss_dfl: 0.416394 loss: 1.774533 eta: 13:42:46 batch_cost: 0.7954 data_cost: 0.0011 ips: 60.3450 images/s [03/13 17:53:31] ppdet.engine INFO: Epoch: [202] [200/610] learning_rate: 0.057657 loss_vfl: 0.952138 loss_bbox: 0.415940 loss_dfl: 0.406488 loss: 1.780484 eta: 13:42:29 batch_cost: 0.7734 data_cost: 0.0012 ips: 62.0611 images/s [03/13 17:53:49] ppdet.engine INFO: Epoch: [202] [220/610] learning_rate: 0.057622 loss_vfl: 0.928872 loss_bbox: 0.405985 loss_dfl: 0.394060 loss: 1.697343 eta: 13:42:13 batch_cost: 0.8168 data_cost: 0.0003 ips: 58.7634 images/s [03/13 17:54:06] ppdet.engine INFO: Epoch: [202] [240/610] learning_rate: 0.057586 loss_vfl: 0.969143 loss_bbox: 0.426322 loss_dfl: 0.426580 loss: 1.843556 eta: 13:41:55 batch_cost: 0.7573 data_cost: 0.0010 ips: 63.3858 images/s [03/13 17:54:23] ppdet.engine INFO: Epoch: [202] [260/610] learning_rate: 0.057551 loss_vfl: 0.938311 loss_bbox: 0.381462 loss_dfl: 0.399939 loss: 1.744100 eta: 13:41:39 batch_cost: 0.8034 data_cost: 0.0004 ips: 59.7433 images/s [03/13 17:54:41] ppdet.engine INFO: Epoch: [202] [280/610] learning_rate: 0.057516 loss_vfl: 0.936579 loss_bbox: 0.427156 loss_dfl: 0.412984 loss: 1.778192 eta: 13:41:22 batch_cost: 0.7849 data_cost: 0.0003 ips: 61.1553 images/s [03/13 17:54:59] ppdet.engine INFO: Epoch: [202] [300/610] learning_rate: 0.057481 loss_vfl: 1.013966 loss_bbox: 0.440184 loss_dfl: 0.441425 loss: 1.915992 eta: 13:41:05 batch_cost: 0.7660 data_cost: 0.0003 ips: 62.6671 images/s [03/13 17:55:17] ppdet.engine INFO: Epoch: [202] [320/610] learning_rate: 0.057445 loss_vfl: 0.951976 loss_bbox: 0.429924 loss_dfl: 0.412769 loss: 1.799116 eta: 13:40:48 batch_cost: 0.7994 data_cost: 0.0003 ips: 60.0462 images/s [03/13 17:55:36] ppdet.engine INFO: Epoch: [202] [340/610] learning_rate: 0.057410 loss_vfl: 0.921805 loss_bbox: 0.407773 loss_dfl: 0.421598 loss: 1.763514 eta: 13:40:31 batch_cost: 0.8193 data_cost: 0.0004 ips: 58.5888 images/s [03/13 17:55:54] ppdet.engine INFO: Epoch: [202] [360/610] learning_rate: 0.057375 loss_vfl: 0.984496 loss_bbox: 0.452234 loss_dfl: 0.425032 loss: 1.866220 eta: 13:40:14 batch_cost: 0.8148 data_cost: 0.0003 ips: 58.9123 images/s [03/13 17:56:12] ppdet.engine INFO: Epoch: [202] [380/610] learning_rate: 0.057340 loss_vfl: 0.922004 loss_bbox: 0.397617 loss_dfl: 0.393998 loss: 1.709246 eta: 13:39:58 batch_cost: 0.8077 data_cost: 0.0004 ips: 59.4270 images/s [03/13 17:56:30] ppdet.engine INFO: Epoch: [202] [400/610] learning_rate: 0.057305 loss_vfl: 0.971219 loss_bbox: 0.452291 loss_dfl: 0.423286 loss: 1.850183 eta: 13:39:40 batch_cost: 0.7643 data_cost: 0.0003 ips: 62.8064 images/s [03/13 17:56:48] ppdet.engine INFO: Epoch: [202] [420/610] learning_rate: 0.057269 loss_vfl: 0.915575 loss_bbox: 0.395119 loss_dfl: 0.380846 loss: 1.710979 eta: 13:39:24 batch_cost: 0.8381 data_cost: 0.0003 ips: 57.2715 images/s [03/13 17:57:06] ppdet.engine INFO: Epoch: [202] [440/610] learning_rate: 0.057234 loss_vfl: 0.955982 loss_bbox: 0.438927 loss_dfl: 0.419976 loss: 1.803344 eta: 13:39:07 batch_cost: 0.7719 data_cost: 0.0003 ips: 62.1879 images/s [03/13 17:57:24] ppdet.engine INFO: Epoch: [202] [460/610] learning_rate: 0.057199 loss_vfl: 0.914540 loss_bbox: 0.404227 loss_dfl: 0.389550 loss: 1.684360 eta: 13:38:50 batch_cost: 0.7951 data_cost: 0.0003 ips: 60.3681 images/s [03/13 17:57:43] ppdet.engine INFO: Epoch: [202] [480/610] learning_rate: 0.057164 loss_vfl: 0.907001 loss_bbox: 0.400269 loss_dfl: 0.406056 loss: 1.719274 eta: 13:38:34 batch_cost: 0.8777 data_cost: 0.0003 ips: 54.6909 images/s [03/13 17:58:01] ppdet.engine INFO: Epoch: [202] [500/610] learning_rate: 0.057129 loss_vfl: 0.925633 loss_bbox: 0.411900 loss_dfl: 0.406256 loss: 1.771700 eta: 13:38:17 batch_cost: 0.7932 data_cost: 0.0006 ips: 60.5111 images/s [03/13 17:58:20] ppdet.engine INFO: Epoch: [202] [520/610] learning_rate: 0.057094 loss_vfl: 0.993720 loss_bbox: 0.440390 loss_dfl: 0.425546 loss: 1.852249 eta: 13:38:00 batch_cost: 0.8158 data_cost: 0.0012 ips: 58.8385 images/s [03/13 17:58:38] ppdet.engine INFO: Epoch: [202] [540/610] learning_rate: 0.057058 loss_vfl: 0.948698 loss_bbox: 0.446014 loss_dfl: 0.415138 loss: 1.799033 eta: 13:37:43 batch_cost: 0.7942 data_cost: 0.0014 ips: 60.4384 images/s [03/13 17:58:57] ppdet.engine INFO: Epoch: [202] [560/610] learning_rate: 0.057023 loss_vfl: 0.926647 loss_bbox: 0.404272 loss_dfl: 0.391864 loss: 1.726655 eta: 13:37:27 batch_cost: 0.8599 data_cost: 0.0003 ips: 55.8209 images/s [03/13 17:59:15] ppdet.engine INFO: Epoch: [202] [580/610] learning_rate: 0.056988 loss_vfl: 0.948323 loss_bbox: 0.428395 loss_dfl: 0.409256 loss: 1.788444 eta: 13:37:10 batch_cost: 0.8031 data_cost: 0.0008 ips: 59.7693 images/s [03/13 17:59:33] ppdet.engine INFO: Epoch: [202] [600/610] learning_rate: 0.056953 loss_vfl: 0.939179 loss_bbox: 0.434478 loss_dfl: 0.412717 loss: 1.794951 eta: 13:36:54 batch_cost: 0.8181 data_cost: 0.0004 ips: 58.6745 images/s [03/13 17:59:45] ppdet.engine INFO: Epoch: [203] [ 0/610] learning_rate: 0.056936 loss_vfl: 1.006569 loss_bbox: 0.454031 loss_dfl: 0.448513 loss: 1.910573 eta: 13:36:46 batch_cost: 0.9013 data_cost: 0.2189 ips: 53.2569 images/s [03/13 18:00:07] ppdet.engine INFO: Epoch: [203] [ 20/610] learning_rate: 0.056900 loss_vfl: 0.932318 loss_bbox: 0.416558 loss_dfl: 0.411360 loss: 1.770509 eta: 13:36:31 batch_cost: 0.9852 data_cost: 0.0003 ips: 48.7210 images/s [03/13 18:00:25] ppdet.engine INFO: Epoch: [203] [ 40/610] learning_rate: 0.056865 loss_vfl: 1.003675 loss_bbox: 0.438511 loss_dfl: 0.428962 loss: 1.873188 eta: 13:36:15 batch_cost: 0.8149 data_cost: 0.0003 ips: 58.9042 images/s [03/13 18:00:44] ppdet.engine INFO: Epoch: [203] [ 60/610] learning_rate: 0.056830 loss_vfl: 0.893001 loss_bbox: 0.382420 loss_dfl: 0.366554 loss: 1.627843 eta: 13:35:58 batch_cost: 0.8468 data_cost: 0.0003 ips: 56.6855 images/s [03/13 18:01:03] ppdet.engine INFO: Epoch: [203] [ 80/610] learning_rate: 0.056795 loss_vfl: 0.966621 loss_bbox: 0.437739 loss_dfl: 0.425100 loss: 1.827462 eta: 13:35:42 batch_cost: 0.8167 data_cost: 0.0003 ips: 58.7725 images/s [03/13 18:01:21] ppdet.engine INFO: Epoch: [203] [100/610] learning_rate: 0.056760 loss_vfl: 0.959888 loss_bbox: 0.436821 loss_dfl: 0.413916 loss: 1.824465 eta: 13:35:25 batch_cost: 0.8058 data_cost: 0.0004 ips: 59.5678 images/s [03/13 18:01:41] ppdet.engine INFO: Epoch: [203] [120/610] learning_rate: 0.056725 loss_vfl: 0.923782 loss_bbox: 0.422987 loss_dfl: 0.405756 loss: 1.759580 eta: 13:35:08 batch_cost: 0.8413 data_cost: 0.0003 ips: 57.0576 images/s [03/13 18:01:59] ppdet.engine INFO: Epoch: [203] [140/610] learning_rate: 0.056690 loss_vfl: 0.954225 loss_bbox: 0.408230 loss_dfl: 0.410698 loss: 1.807697 eta: 13:34:52 batch_cost: 0.8282 data_cost: 0.0003 ips: 57.9571 images/s [03/13 18:02:18] ppdet.engine INFO: Epoch: [203] [160/610] learning_rate: 0.056655 loss_vfl: 0.941725 loss_bbox: 0.423153 loss_dfl: 0.416655 loss: 1.791561 eta: 13:34:35 batch_cost: 0.8487 data_cost: 0.0003 ips: 56.5571 images/s [03/13 18:02:36] ppdet.engine INFO: Epoch: [203] [180/610] learning_rate: 0.056620 loss_vfl: 0.930468 loss_bbox: 0.408302 loss_dfl: 0.414330 loss: 1.770562 eta: 13:34:18 batch_cost: 0.7693 data_cost: 0.0009 ips: 62.3939 images/s [03/13 18:02:54] ppdet.engine INFO: Epoch: [203] [200/610] learning_rate: 0.056585 loss_vfl: 0.961095 loss_bbox: 0.421153 loss_dfl: 0.420746 loss: 1.801651 eta: 13:34:02 batch_cost: 0.8078 data_cost: 0.0047 ips: 59.4213 images/s [03/13 18:03:11] ppdet.engine INFO: Epoch: [203] [220/610] learning_rate: 0.056550 loss_vfl: 0.918299 loss_bbox: 0.410147 loss_dfl: 0.396688 loss: 1.693981 eta: 13:33:45 batch_cost: 0.7884 data_cost: 0.0010 ips: 60.8848 images/s [03/13 18:03:30] ppdet.engine INFO: Epoch: [203] [240/610] learning_rate: 0.056515 loss_vfl: 0.929036 loss_bbox: 0.434107 loss_dfl: 0.418713 loss: 1.797347 eta: 13:33:28 batch_cost: 0.8307 data_cost: 0.0015 ips: 57.7852 images/s [03/13 18:03:48] ppdet.engine INFO: Epoch: [203] [260/610] learning_rate: 0.056480 loss_vfl: 0.859183 loss_bbox: 0.391078 loss_dfl: 0.381921 loss: 1.631642 eta: 13:33:11 batch_cost: 0.8181 data_cost: 0.0003 ips: 58.6746 images/s [03/13 18:04:06] ppdet.engine INFO: Epoch: [203] [280/610] learning_rate: 0.056445 loss_vfl: 0.958589 loss_bbox: 0.423715 loss_dfl: 0.416869 loss: 1.792128 eta: 13:32:55 batch_cost: 0.8232 data_cost: 0.0004 ips: 58.3062 images/s [03/13 18:04:25] ppdet.engine INFO: Epoch: [203] [300/610] learning_rate: 0.056410 loss_vfl: 1.003970 loss_bbox: 0.447780 loss_dfl: 0.440493 loss: 1.878062 eta: 13:32:38 batch_cost: 0.8250 data_cost: 0.0003 ips: 58.1808 images/s [03/13 18:04:42] ppdet.engine INFO: Epoch: [203] [320/610] learning_rate: 0.056375 loss_vfl: 0.941532 loss_bbox: 0.415057 loss_dfl: 0.416795 loss: 1.773093 eta: 13:32:21 batch_cost: 0.7600 data_cost: 0.0003 ips: 63.1619 images/s [03/13 18:05:01] ppdet.engine INFO: Epoch: [203] [340/610] learning_rate: 0.056340 loss_vfl: 0.933085 loss_bbox: 0.429479 loss_dfl: 0.422605 loss: 1.796806 eta: 13:32:05 batch_cost: 0.8419 data_cost: 0.0069 ips: 57.0106 images/s [03/13 18:05:18] ppdet.engine INFO: Epoch: [203] [360/610] learning_rate: 0.056305 loss_vfl: 0.951527 loss_bbox: 0.422718 loss_dfl: 0.410371 loss: 1.768403 eta: 13:31:48 batch_cost: 0.7941 data_cost: 0.0003 ips: 60.4437 images/s [03/13 18:05:36] ppdet.engine INFO: Epoch: [203] [380/610] learning_rate: 0.056270 loss_vfl: 0.917315 loss_bbox: 0.412082 loss_dfl: 0.401340 loss: 1.726100 eta: 13:31:31 batch_cost: 0.7760 data_cost: 0.0003 ips: 61.8563 images/s [03/13 18:05:53] ppdet.engine INFO: Epoch: [203] [400/610] learning_rate: 0.056235 loss_vfl: 0.941732 loss_bbox: 0.410390 loss_dfl: 0.409712 loss: 1.750288 eta: 13:31:13 batch_cost: 0.7746 data_cost: 0.0003 ips: 61.9705 images/s [03/13 18:06:11] ppdet.engine INFO: Epoch: [203] [420/610] learning_rate: 0.056200 loss_vfl: 0.933311 loss_bbox: 0.415254 loss_dfl: 0.415692 loss: 1.757788 eta: 13:30:57 batch_cost: 0.8187 data_cost: 0.0003 ips: 58.6304 images/s [03/13 18:06:29] ppdet.engine INFO: Epoch: [203] [440/610] learning_rate: 0.056165 loss_vfl: 0.955047 loss_bbox: 0.417253 loss_dfl: 0.417217 loss: 1.792372 eta: 13:30:40 batch_cost: 0.8104 data_cost: 0.0035 ips: 59.2286 images/s [03/13 18:06:45] ppdet.engine INFO: Epoch: [203] [460/610] learning_rate: 0.056130 loss_vfl: 0.919634 loss_bbox: 0.400053 loss_dfl: 0.400933 loss: 1.731974 eta: 13:30:23 batch_cost: 0.7291 data_cost: 0.0012 ips: 65.8372 images/s [03/13 18:07:04] ppdet.engine INFO: Epoch: [203] [480/610] learning_rate: 0.056095 loss_vfl: 0.924137 loss_bbox: 0.387562 loss_dfl: 0.395102 loss: 1.727533 eta: 13:30:06 batch_cost: 0.8170 data_cost: 0.0003 ips: 58.7484 images/s [03/13 18:07:22] ppdet.engine INFO: Epoch: [203] [500/610] learning_rate: 0.056060 loss_vfl: 0.969335 loss_bbox: 0.425815 loss_dfl: 0.408567 loss: 1.821855 eta: 13:29:49 batch_cost: 0.8365 data_cost: 0.0003 ips: 57.3796 images/s [03/13 18:07:41] ppdet.engine INFO: Epoch: [203] [520/610] learning_rate: 0.056025 loss_vfl: 0.914077 loss_bbox: 0.408953 loss_dfl: 0.402169 loss: 1.713964 eta: 13:29:33 batch_cost: 0.8327 data_cost: 0.0025 ips: 57.6404 images/s [03/13 18:07:59] ppdet.engine INFO: Epoch: [203] [540/610] learning_rate: 0.055990 loss_vfl: 0.912416 loss_bbox: 0.419537 loss_dfl: 0.409184 loss: 1.762684 eta: 13:29:16 batch_cost: 0.7866 data_cost: 0.0020 ips: 61.0184 images/s [03/13 18:08:16] ppdet.engine INFO: Epoch: [203] [560/610] learning_rate: 0.055955 loss_vfl: 0.881047 loss_bbox: 0.386970 loss_dfl: 0.385895 loss: 1.638067 eta: 13:28:59 batch_cost: 0.7551 data_cost: 0.0006 ips: 63.5685 images/s [03/13 18:08:34] ppdet.engine INFO: Epoch: [203] [580/610] learning_rate: 0.055920 loss_vfl: 0.996894 loss_bbox: 0.421207 loss_dfl: 0.426258 loss: 1.842688 eta: 13:28:42 batch_cost: 0.8370 data_cost: 0.0009 ips: 57.3473 images/s [03/13 18:08:53] ppdet.engine INFO: Epoch: [203] [600/610] learning_rate: 0.055886 loss_vfl: 0.942041 loss_bbox: 0.395808 loss_dfl: 0.406352 loss: 1.763692 eta: 13:28:26 batch_cost: 0.8163 data_cost: 0.0004 ips: 58.8052 images/s [03/13 18:09:07] ppdet.engine INFO: Epoch: [204] [ 0/610] learning_rate: 0.055868 loss_vfl: 0.973539 loss_bbox: 0.441713 loss_dfl: 0.434761 loss: 1.867606 eta: 13:28:19 batch_cost: 1.0102 data_cost: 0.2732 ips: 47.5159 images/s [03/13 18:09:26] ppdet.engine INFO: Epoch: [204] [ 20/610] learning_rate: 0.055833 loss_vfl: 0.905187 loss_bbox: 0.397312 loss_dfl: 0.391505 loss: 1.694357 eta: 13:28:03 batch_cost: 0.8462 data_cost: 0.0003 ips: 56.7241 images/s [03/13 18:09:44] ppdet.engine INFO: Epoch: [204] [ 40/610] learning_rate: 0.055798 loss_vfl: 1.018075 loss_bbox: 0.430228 loss_dfl: 0.415495 loss: 1.835846 eta: 13:27:46 batch_cost: 0.8320 data_cost: 0.0003 ips: 57.6900 images/s [03/13 18:10:03] ppdet.engine INFO: Epoch: [204] [ 60/610] learning_rate: 0.055764 loss_vfl: 0.964694 loss_bbox: 0.438068 loss_dfl: 0.428826 loss: 1.830423 eta: 13:27:30 batch_cost: 0.8250 data_cost: 0.0004 ips: 58.1849 images/s [03/13 18:10:21] ppdet.engine INFO: Epoch: [204] [ 80/610] learning_rate: 0.055729 loss_vfl: 0.926180 loss_bbox: 0.413858 loss_dfl: 0.401792 loss: 1.742350 eta: 13:27:13 batch_cost: 0.8098 data_cost: 0.0003 ips: 59.2735 images/s [03/13 18:10:39] ppdet.engine INFO: Epoch: [204] [100/610] learning_rate: 0.055694 loss_vfl: 0.959958 loss_bbox: 0.425039 loss_dfl: 0.407330 loss: 1.796466 eta: 13:26:57 batch_cost: 0.8405 data_cost: 0.0011 ips: 57.1116 images/s [03/13 18:10:58] ppdet.engine INFO: Epoch: [204] [120/610] learning_rate: 0.055659 loss_vfl: 0.917355 loss_bbox: 0.404034 loss_dfl: 0.388401 loss: 1.709764 eta: 13:26:40 batch_cost: 0.8321 data_cost: 0.0003 ips: 57.6862 images/s [03/13 18:11:16] ppdet.engine INFO: Epoch: [204] [140/610] learning_rate: 0.055624 loss_vfl: 0.909182 loss_bbox: 0.406860 loss_dfl: 0.398711 loss: 1.721511 eta: 13:26:23 batch_cost: 0.7752 data_cost: 0.0003 ips: 61.9193 images/s [03/13 18:11:34] ppdet.engine INFO: Epoch: [204] [160/610] learning_rate: 0.055589 loss_vfl: 0.918178 loss_bbox: 0.410162 loss_dfl: 0.397715 loss: 1.729148 eta: 13:26:06 batch_cost: 0.7926 data_cost: 0.0003 ips: 60.5611 images/s [03/13 18:11:52] ppdet.engine INFO: Epoch: [204] [180/610] learning_rate: 0.055555 loss_vfl: 0.898314 loss_bbox: 0.400992 loss_dfl: 0.383764 loss: 1.636485 eta: 13:25:49 batch_cost: 0.7873 data_cost: 0.0009 ips: 60.9694 images/s [03/13 18:12:10] ppdet.engine INFO: Epoch: [204] [200/610] learning_rate: 0.055520 loss_vfl: 0.963104 loss_bbox: 0.433803 loss_dfl: 0.416461 loss: 1.823285 eta: 13:25:32 batch_cost: 0.8109 data_cost: 0.0008 ips: 59.1928 images/s [03/13 18:12:28] ppdet.engine INFO: Epoch: [204] [220/610] learning_rate: 0.055485 loss_vfl: 0.932033 loss_bbox: 0.430823 loss_dfl: 0.410299 loss: 1.777107 eta: 13:25:16 batch_cost: 0.8166 data_cost: 0.0003 ips: 58.7786 images/s [03/13 18:12:45] ppdet.engine INFO: Epoch: [204] [240/610] learning_rate: 0.055450 loss_vfl: 0.942188 loss_bbox: 0.416895 loss_dfl: 0.403856 loss: 1.756211 eta: 13:24:58 batch_cost: 0.7517 data_cost: 0.0003 ips: 63.8579 images/s [03/13 18:13:03] ppdet.engine INFO: Epoch: [204] [260/610] learning_rate: 0.055415 loss_vfl: 0.946592 loss_bbox: 0.428423 loss_dfl: 0.408958 loss: 1.792471 eta: 13:24:41 batch_cost: 0.7829 data_cost: 0.0003 ips: 61.3072 images/s [03/13 18:13:21] ppdet.engine INFO: Epoch: [204] [280/610] learning_rate: 0.055381 loss_vfl: 0.981472 loss_bbox: 0.420201 loss_dfl: 0.422756 loss: 1.849079 eta: 13:24:24 batch_cost: 0.7701 data_cost: 0.0003 ips: 62.3311 images/s [03/13 18:13:40] ppdet.engine INFO: Epoch: [204] [300/610] learning_rate: 0.055346 loss_vfl: 0.965897 loss_bbox: 0.420386 loss_dfl: 0.413465 loss: 1.810431 eta: 13:24:08 batch_cost: 0.8204 data_cost: 0.0022 ips: 58.5078 images/s [03/13 18:13:58] ppdet.engine INFO: Epoch: [204] [320/610] learning_rate: 0.055311 loss_vfl: 0.945549 loss_bbox: 0.416165 loss_dfl: 0.403571 loss: 1.792973 eta: 13:23:51 batch_cost: 0.8161 data_cost: 0.0003 ips: 58.8130 images/s [03/13 18:14:15] ppdet.engine INFO: Epoch: [204] [340/610] learning_rate: 0.055276 loss_vfl: 0.973006 loss_bbox: 0.441573 loss_dfl: 0.428475 loss: 1.879694 eta: 13:23:34 batch_cost: 0.7848 data_cost: 0.0003 ips: 61.1642 images/s [03/13 18:14:33] ppdet.engine INFO: Epoch: [204] [360/610] learning_rate: 0.055242 loss_vfl: 0.916861 loss_bbox: 0.417333 loss_dfl: 0.402868 loss: 1.722058 eta: 13:23:17 batch_cost: 0.7781 data_cost: 0.0003 ips: 61.6904 images/s [03/13 18:14:51] ppdet.engine INFO: Epoch: [204] [380/610] learning_rate: 0.055207 loss_vfl: 0.992519 loss_bbox: 0.458111 loss_dfl: 0.435033 loss: 1.869357 eta: 13:23:00 batch_cost: 0.8299 data_cost: 0.0003 ips: 57.8412 images/s [03/13 18:15:08] ppdet.engine INFO: Epoch: [204] [400/610] learning_rate: 0.055172 loss_vfl: 0.993794 loss_bbox: 0.452697 loss_dfl: 0.446155 loss: 1.910442 eta: 13:22:43 batch_cost: 0.7705 data_cost: 0.0003 ips: 62.2979 images/s [03/13 18:15:27] ppdet.engine INFO: Epoch: [204] [420/610] learning_rate: 0.055137 loss_vfl: 0.952036 loss_bbox: 0.407100 loss_dfl: 0.402603 loss: 1.734350 eta: 13:22:27 batch_cost: 0.8250 data_cost: 0.0003 ips: 58.1816 images/s [03/13 18:15:45] ppdet.engine INFO: Epoch: [204] [440/610] learning_rate: 0.055103 loss_vfl: 0.946614 loss_bbox: 0.407302 loss_dfl: 0.418816 loss: 1.781854 eta: 13:22:10 batch_cost: 0.8209 data_cost: 0.0014 ips: 58.4718 images/s [03/13 18:16:03] ppdet.engine INFO: Epoch: [204] [460/610] learning_rate: 0.055068 loss_vfl: 0.946690 loss_bbox: 0.413843 loss_dfl: 0.411326 loss: 1.742452 eta: 13:21:54 batch_cost: 0.8479 data_cost: 0.0003 ips: 56.6126 images/s [03/13 18:16:21] ppdet.engine INFO: Epoch: [204] [480/610] learning_rate: 0.055033 loss_vfl: 0.976825 loss_bbox: 0.467434 loss_dfl: 0.442076 loss: 1.884833 eta: 13:21:37 batch_cost: 0.7835 data_cost: 0.0003 ips: 61.2614 images/s [03/13 18:16:38] ppdet.engine INFO: Epoch: [204] [500/610] learning_rate: 0.054998 loss_vfl: 0.910219 loss_bbox: 0.401871 loss_dfl: 0.396638 loss: 1.729403 eta: 13:21:20 batch_cost: 0.8070 data_cost: 0.0006 ips: 59.4803 images/s [03/13 18:16:56] ppdet.engine INFO: Epoch: [204] [520/610] learning_rate: 0.054964 loss_vfl: 0.939741 loss_bbox: 0.412220 loss_dfl: 0.398834 loss: 1.754383 eta: 13:21:03 batch_cost: 0.8049 data_cost: 0.0003 ips: 59.6345 images/s [03/13 18:17:14] ppdet.engine INFO: Epoch: [204] [540/610] learning_rate: 0.054929 loss_vfl: 0.931789 loss_bbox: 0.392628 loss_dfl: 0.400456 loss: 1.716016 eta: 13:20:46 batch_cost: 0.7458 data_cost: 0.0007 ips: 64.3581 images/s [03/13 18:17:32] ppdet.engine INFO: Epoch: [204] [560/610] learning_rate: 0.054894 loss_vfl: 0.904987 loss_bbox: 0.420507 loss_dfl: 0.402511 loss: 1.723492 eta: 13:20:29 batch_cost: 0.8059 data_cost: 0.0003 ips: 59.5628 images/s [03/13 18:17:50] ppdet.engine INFO: Epoch: [204] [580/610] learning_rate: 0.054860 loss_vfl: 0.926182 loss_bbox: 0.398849 loss_dfl: 0.398529 loss: 1.705623 eta: 13:20:12 batch_cost: 0.7701 data_cost: 0.0003 ips: 62.3297 images/s [03/13 18:18:07] ppdet.engine INFO: Epoch: [204] [600/610] learning_rate: 0.054825 loss_vfl: 0.991313 loss_bbox: 0.454963 loss_dfl: 0.441519 loss: 1.921402 eta: 13:19:55 batch_cost: 0.7702 data_cost: 0.0004 ips: 62.3217 images/s [03/13 18:18:20] ppdet.engine INFO: Epoch: [205] [ 0/610] learning_rate: 0.054808 loss_vfl: 0.970180 loss_bbox: 0.425090 loss_dfl: 0.429816 loss: 1.850069 eta: 13:19:48 batch_cost: 0.9003 data_cost: 0.1627 ips: 53.3168 images/s [03/13 18:18:41] ppdet.engine INFO: Epoch: [205] [ 20/610] learning_rate: 0.054773 loss_vfl: 0.903463 loss_bbox: 0.371903 loss_dfl: 0.375318 loss: 1.649433 eta: 13:19:32 batch_cost: 0.8851 data_cost: 0.0003 ips: 54.2284 images/s [03/13 18:19:00] ppdet.engine INFO: Epoch: [205] [ 40/610] learning_rate: 0.054739 loss_vfl: 0.935805 loss_bbox: 0.428967 loss_dfl: 0.413309 loss: 1.773244 eta: 13:19:15 batch_cost: 0.8056 data_cost: 0.0011 ips: 59.5816 images/s [03/13 18:19:18] ppdet.engine INFO: Epoch: [205] [ 60/610] learning_rate: 0.054704 loss_vfl: 0.940642 loss_bbox: 0.410149 loss_dfl: 0.403690 loss: 1.768988 eta: 13:18:58 batch_cost: 0.7799 data_cost: 0.0003 ips: 61.5466 images/s [03/13 18:19:35] ppdet.engine INFO: Epoch: [205] [ 80/610] learning_rate: 0.054669 loss_vfl: 0.994888 loss_bbox: 0.422563 loss_dfl: 0.425499 loss: 1.850094 eta: 13:18:41 batch_cost: 0.7891 data_cost: 0.0004 ips: 60.8315 images/s [03/13 18:19:53] ppdet.engine INFO: Epoch: [205] [100/610] learning_rate: 0.054635 loss_vfl: 0.952204 loss_bbox: 0.429944 loss_dfl: 0.413865 loss: 1.787063 eta: 13:18:24 batch_cost: 0.8192 data_cost: 0.0003 ips: 58.5929 images/s [03/13 18:20:12] ppdet.engine INFO: Epoch: [205] [120/610] learning_rate: 0.054600 loss_vfl: 0.949466 loss_bbox: 0.417554 loss_dfl: 0.400965 loss: 1.796741 eta: 13:18:08 batch_cost: 0.8213 data_cost: 0.0003 ips: 58.4435 images/s [03/13 18:20:29] ppdet.engine INFO: Epoch: [205] [140/610] learning_rate: 0.054565 loss_vfl: 0.966135 loss_bbox: 0.426422 loss_dfl: 0.423275 loss: 1.785740 eta: 13:17:51 batch_cost: 0.7528 data_cost: 0.0010 ips: 63.7630 images/s [03/13 18:20:47] ppdet.engine INFO: Epoch: [205] [160/610] learning_rate: 0.054531 loss_vfl: 0.916145 loss_bbox: 0.405056 loss_dfl: 0.395664 loss: 1.713974 eta: 13:17:34 batch_cost: 0.7900 data_cost: 0.0003 ips: 60.7592 images/s [03/13 18:21:05] ppdet.engine INFO: Epoch: [205] [180/610] learning_rate: 0.054496 loss_vfl: 0.978032 loss_bbox: 0.439158 loss_dfl: 0.430914 loss: 1.843561 eta: 13:17:17 batch_cost: 0.8397 data_cost: 0.0003 ips: 57.1663 images/s [03/13 18:21:24] ppdet.engine INFO: Epoch: [205] [200/610] learning_rate: 0.054462 loss_vfl: 0.941016 loss_bbox: 0.420495 loss_dfl: 0.419372 loss: 1.786900 eta: 13:17:01 batch_cost: 0.8186 data_cost: 0.0016 ips: 58.6364 images/s [03/13 18:21:41] ppdet.engine INFO: Epoch: [205] [220/610] learning_rate: 0.054427 loss_vfl: 0.959459 loss_bbox: 0.430225 loss_dfl: 0.412716 loss: 1.824813 eta: 13:16:44 batch_cost: 0.7912 data_cost: 0.0003 ips: 60.6686 images/s [03/13 18:21:59] ppdet.engine INFO: Epoch: [205] [240/610] learning_rate: 0.054393 loss_vfl: 0.946289 loss_bbox: 0.423741 loss_dfl: 0.409790 loss: 1.781517 eta: 13:16:27 batch_cost: 0.7943 data_cost: 0.0010 ips: 60.4293 images/s [03/13 18:22:17] ppdet.engine INFO: Epoch: [205] [260/610] learning_rate: 0.054358 loss_vfl: 0.942484 loss_bbox: 0.407377 loss_dfl: 0.401693 loss: 1.727380 eta: 13:16:10 batch_cost: 0.7957 data_cost: 0.0016 ips: 60.3244 images/s [03/13 18:22:35] ppdet.engine INFO: Epoch: [205] [280/610] learning_rate: 0.054323 loss_vfl: 0.884530 loss_bbox: 0.400122 loss_dfl: 0.384823 loss: 1.673108 eta: 13:15:52 batch_cost: 0.7377 data_cost: 0.0015 ips: 65.0639 images/s [03/13 18:22:53] ppdet.engine INFO: Epoch: [205] [300/610] learning_rate: 0.054289 loss_vfl: 0.926759 loss_bbox: 0.401343 loss_dfl: 0.395096 loss: 1.720542 eta: 13:15:36 batch_cost: 0.8066 data_cost: 0.0003 ips: 59.5123 images/s [03/13 18:23:11] ppdet.engine INFO: Epoch: [205] [320/610] learning_rate: 0.054254 loss_vfl: 0.926793 loss_bbox: 0.404310 loss_dfl: 0.401993 loss: 1.734372 eta: 13:15:19 batch_cost: 0.7925 data_cost: 0.0003 ips: 60.5666 images/s [03/13 18:23:29] ppdet.engine INFO: Epoch: [205] [340/610] learning_rate: 0.054220 loss_vfl: 0.885678 loss_bbox: 0.389295 loss_dfl: 0.390034 loss: 1.663502 eta: 13:15:02 batch_cost: 0.8243 data_cost: 0.0009 ips: 58.2301 images/s [03/13 18:23:48] ppdet.engine INFO: Epoch: [205] [360/610] learning_rate: 0.054185 loss_vfl: 1.008417 loss_bbox: 0.440022 loss_dfl: 0.429766 loss: 1.879602 eta: 13:14:46 batch_cost: 0.8447 data_cost: 0.0003 ips: 56.8267 images/s [03/13 18:24:06] ppdet.engine INFO: Epoch: [205] [380/610] learning_rate: 0.054151 loss_vfl: 0.968404 loss_bbox: 0.415320 loss_dfl: 0.415375 loss: 1.785021 eta: 13:14:29 batch_cost: 0.7902 data_cost: 0.0003 ips: 60.7411 images/s [03/13 18:24:24] ppdet.engine INFO: Epoch: [205] [400/610] learning_rate: 0.054116 loss_vfl: 0.947524 loss_bbox: 0.430639 loss_dfl: 0.411276 loss: 1.793821 eta: 13:14:12 batch_cost: 0.7760 data_cost: 0.0016 ips: 61.8568 images/s [03/13 18:24:42] ppdet.engine INFO: Epoch: [205] [420/610] learning_rate: 0.054082 loss_vfl: 0.916805 loss_bbox: 0.422920 loss_dfl: 0.397761 loss: 1.727540 eta: 13:13:55 batch_cost: 0.7742 data_cost: 0.0003 ips: 61.9972 images/s [03/13 18:24:59] ppdet.engine INFO: Epoch: [205] [440/610] learning_rate: 0.054047 loss_vfl: 0.962108 loss_bbox: 0.413294 loss_dfl: 0.405665 loss: 1.776221 eta: 13:13:37 batch_cost: 0.7180 data_cost: 0.0010 ips: 66.8559 images/s [03/13 18:25:17] ppdet.engine INFO: Epoch: [205] [460/610] learning_rate: 0.054013 loss_vfl: 0.910223 loss_bbox: 0.391411 loss_dfl: 0.392408 loss: 1.675028 eta: 13:13:20 batch_cost: 0.7962 data_cost: 0.0003 ips: 60.2869 images/s [03/13 18:25:35] ppdet.engine INFO: Epoch: [205] [480/610] learning_rate: 0.053978 loss_vfl: 0.982357 loss_bbox: 0.433627 loss_dfl: 0.424208 loss: 1.812989 eta: 13:13:04 batch_cost: 0.8092 data_cost: 0.0003 ips: 59.3208 images/s [03/13 18:25:53] ppdet.engine INFO: Epoch: [205] [500/610] learning_rate: 0.053944 loss_vfl: 0.995604 loss_bbox: 0.449016 loss_dfl: 0.431249 loss: 1.890474 eta: 13:12:47 batch_cost: 0.8119 data_cost: 0.0003 ips: 59.1228 images/s [03/13 18:26:09] ppdet.engine INFO: Epoch: [205] [520/610] learning_rate: 0.053910 loss_vfl: 0.968084 loss_bbox: 0.419289 loss_dfl: 0.412825 loss: 1.809460 eta: 13:12:30 batch_cost: 0.7544 data_cost: 0.0003 ips: 63.6254 images/s [03/13 18:26:27] ppdet.engine INFO: Epoch: [205] [540/610] learning_rate: 0.053875 loss_vfl: 0.978129 loss_bbox: 0.459250 loss_dfl: 0.436877 loss: 1.877742 eta: 13:12:13 batch_cost: 0.7823 data_cost: 0.0003 ips: 61.3551 images/s [03/13 18:26:44] ppdet.engine INFO: Epoch: [205] [560/610] learning_rate: 0.053841 loss_vfl: 0.896642 loss_bbox: 0.392640 loss_dfl: 0.388561 loss: 1.662099 eta: 13:11:56 batch_cost: 0.7790 data_cost: 0.0013 ips: 61.6158 images/s [03/13 18:27:02] ppdet.engine INFO: Epoch: [205] [580/610] learning_rate: 0.053806 loss_vfl: 0.908376 loss_bbox: 0.421491 loss_dfl: 0.400712 loss: 1.755625 eta: 13:11:39 batch_cost: 0.7791 data_cost: 0.0006 ips: 61.6077 images/s [03/13 18:27:20] ppdet.engine INFO: Epoch: [205] [600/610] learning_rate: 0.053772 loss_vfl: 0.931057 loss_bbox: 0.409659 loss_dfl: 0.420554 loss: 1.758319 eta: 13:11:22 batch_cost: 0.8055 data_cost: 0.0025 ips: 59.5894 images/s [03/13 18:27:35] ppdet.engine INFO: Epoch: [206] [ 0/610] learning_rate: 0.053755 loss_vfl: 0.911297 loss_bbox: 0.396407 loss_dfl: 0.392677 loss: 1.703006 eta: 13:11:16 batch_cost: 1.0225 data_cost: 0.2233 ips: 46.9427 images/s [03/13 18:27:56] ppdet.engine INFO: Epoch: [206] [ 20/610] learning_rate: 0.053720 loss_vfl: 0.980045 loss_bbox: 0.438159 loss_dfl: 0.430469 loss: 1.866153 eta: 13:11:00 batch_cost: 0.9161 data_cost: 0.0004 ips: 52.3988 images/s [03/13 18:28:14] ppdet.engine INFO: Epoch: [206] [ 40/610] learning_rate: 0.053686 loss_vfl: 0.920375 loss_bbox: 0.393335 loss_dfl: 0.400900 loss: 1.700289 eta: 13:10:43 batch_cost: 0.7927 data_cost: 0.0003 ips: 60.5546 images/s [03/13 18:28:31] ppdet.engine INFO: Epoch: [206] [ 60/610] learning_rate: 0.053651 loss_vfl: 0.925510 loss_bbox: 0.419177 loss_dfl: 0.405255 loss: 1.754963 eta: 13:10:26 batch_cost: 0.7833 data_cost: 0.0004 ips: 61.2776 images/s [03/13 18:28:48] ppdet.engine INFO: Epoch: [206] [ 80/610] learning_rate: 0.053617 loss_vfl: 0.919555 loss_bbox: 0.422909 loss_dfl: 0.406719 loss: 1.726451 eta: 13:10:09 batch_cost: 0.7160 data_cost: 0.0003 ips: 67.0359 images/s [03/13 18:29:05] ppdet.engine INFO: Epoch: [206] [100/610] learning_rate: 0.053583 loss_vfl: 0.922081 loss_bbox: 0.425327 loss_dfl: 0.403156 loss: 1.749200 eta: 13:09:51 batch_cost: 0.7744 data_cost: 0.0003 ips: 61.9849 images/s [03/13 18:29:23] ppdet.engine INFO: Epoch: [206] [120/610] learning_rate: 0.053548 loss_vfl: 0.877552 loss_bbox: 0.391612 loss_dfl: 0.392243 loss: 1.676842 eta: 13:09:35 batch_cost: 0.8356 data_cost: 0.0003 ips: 57.4417 images/s [03/13 18:29:42] ppdet.engine INFO: Epoch: [206] [140/610] learning_rate: 0.053514 loss_vfl: 0.956188 loss_bbox: 0.413034 loss_dfl: 0.423546 loss: 1.826480 eta: 13:09:19 batch_cost: 0.8397 data_cost: 0.0003 ips: 57.1627 images/s [03/13 18:30:00] ppdet.engine INFO: Epoch: [206] [160/610] learning_rate: 0.053480 loss_vfl: 0.908127 loss_bbox: 0.393174 loss_dfl: 0.396751 loss: 1.733921 eta: 13:09:02 batch_cost: 0.8161 data_cost: 0.0003 ips: 58.8189 images/s [03/13 18:30:18] ppdet.engine INFO: Epoch: [206] [180/610] learning_rate: 0.053445 loss_vfl: 0.950695 loss_bbox: 0.412548 loss_dfl: 0.407662 loss: 1.776426 eta: 13:08:45 batch_cost: 0.7995 data_cost: 0.0003 ips: 60.0377 images/s [03/13 18:30:36] ppdet.engine INFO: Epoch: [206] [200/610] learning_rate: 0.053411 loss_vfl: 0.918547 loss_bbox: 0.409184 loss_dfl: 0.404771 loss: 1.718641 eta: 13:08:28 batch_cost: 0.7916 data_cost: 0.0003 ips: 60.6393 images/s [03/13 18:30:54] ppdet.engine INFO: Epoch: [206] [220/610] learning_rate: 0.053377 loss_vfl: 0.955904 loss_bbox: 0.436967 loss_dfl: 0.424040 loss: 1.832000 eta: 13:08:12 batch_cost: 0.8175 data_cost: 0.0003 ips: 58.7177 images/s [03/13 18:31:12] ppdet.engine INFO: Epoch: [206] [240/610] learning_rate: 0.053342 loss_vfl: 0.963913 loss_bbox: 0.420070 loss_dfl: 0.415579 loss: 1.776733 eta: 13:07:55 batch_cost: 0.7986 data_cost: 0.0003 ips: 60.1045 images/s [03/13 18:31:30] ppdet.engine INFO: Epoch: [206] [260/610] learning_rate: 0.053308 loss_vfl: 0.954940 loss_bbox: 0.403114 loss_dfl: 0.416601 loss: 1.766812 eta: 13:07:38 batch_cost: 0.8120 data_cost: 0.0003 ips: 59.1126 images/s [03/13 18:31:48] ppdet.engine INFO: Epoch: [206] [280/610] learning_rate: 0.053274 loss_vfl: 0.964638 loss_bbox: 0.447697 loss_dfl: 0.421452 loss: 1.825734 eta: 13:07:21 batch_cost: 0.8121 data_cost: 0.0016 ips: 59.1057 images/s [03/13 18:32:06] ppdet.engine INFO: Epoch: [206] [300/610] learning_rate: 0.053239 loss_vfl: 0.925991 loss_bbox: 0.417622 loss_dfl: 0.416086 loss: 1.758953 eta: 13:07:05 batch_cost: 0.8340 data_cost: 0.0003 ips: 57.5543 images/s [03/13 18:32:23] ppdet.engine INFO: Epoch: [206] [320/610] learning_rate: 0.053205 loss_vfl: 0.955652 loss_bbox: 0.418109 loss_dfl: 0.420386 loss: 1.778949 eta: 13:06:48 batch_cost: 0.7779 data_cost: 0.0010 ips: 61.7017 images/s [03/13 18:32:43] ppdet.engine INFO: Epoch: [206] [340/610] learning_rate: 0.053171 loss_vfl: 0.950130 loss_bbox: 0.434905 loss_dfl: 0.405795 loss: 1.800045 eta: 13:06:32 batch_cost: 0.8784 data_cost: 0.0003 ips: 54.6466 images/s [03/13 18:33:01] ppdet.engine INFO: Epoch: [206] [360/610] learning_rate: 0.053137 loss_vfl: 0.940823 loss_bbox: 0.399621 loss_dfl: 0.414168 loss: 1.797639 eta: 13:06:15 batch_cost: 0.7643 data_cost: 0.0003 ips: 62.8001 images/s [03/13 18:33:18] ppdet.engine INFO: Epoch: [206] [380/610] learning_rate: 0.053102 loss_vfl: 0.936439 loss_bbox: 0.415646 loss_dfl: 0.404904 loss: 1.755709 eta: 13:05:58 batch_cost: 0.7882 data_cost: 0.0003 ips: 60.8994 images/s [03/13 18:33:36] ppdet.engine INFO: Epoch: [206] [400/610] learning_rate: 0.053068 loss_vfl: 0.913665 loss_bbox: 0.390176 loss_dfl: 0.391279 loss: 1.700855 eta: 13:05:41 batch_cost: 0.7988 data_cost: 0.0003 ips: 60.0906 images/s [03/13 18:33:55] ppdet.engine INFO: Epoch: [206] [420/610] learning_rate: 0.053034 loss_vfl: 0.957636 loss_bbox: 0.429836 loss_dfl: 0.419877 loss: 1.815974 eta: 13:05:24 batch_cost: 0.8222 data_cost: 0.0003 ips: 58.3803 images/s [03/13 18:34:12] ppdet.engine INFO: Epoch: [206] [440/610] learning_rate: 0.053000 loss_vfl: 0.944668 loss_bbox: 0.419734 loss_dfl: 0.414599 loss: 1.784388 eta: 13:05:07 batch_cost: 0.7391 data_cost: 0.0008 ips: 64.9475 images/s [03/13 18:34:31] ppdet.engine INFO: Epoch: [206] [460/610] learning_rate: 0.052965 loss_vfl: 0.957393 loss_bbox: 0.395678 loss_dfl: 0.396946 loss: 1.753852 eta: 13:04:50 batch_cost: 0.8390 data_cost: 0.0018 ips: 57.2101 images/s [03/13 18:34:48] ppdet.engine INFO: Epoch: [206] [480/610] learning_rate: 0.052931 loss_vfl: 0.879912 loss_bbox: 0.389359 loss_dfl: 0.377534 loss: 1.635108 eta: 13:04:33 batch_cost: 0.7454 data_cost: 0.0019 ips: 64.3907 images/s [03/13 18:35:05] ppdet.engine INFO: Epoch: [206] [500/610] learning_rate: 0.052897 loss_vfl: 0.886763 loss_bbox: 0.388550 loss_dfl: 0.390947 loss: 1.687096 eta: 13:04:16 batch_cost: 0.8058 data_cost: 0.0003 ips: 59.5646 images/s [03/13 18:35:24] ppdet.engine INFO: Epoch: [206] [520/610] learning_rate: 0.052863 loss_vfl: 0.927487 loss_bbox: 0.403340 loss_dfl: 0.410889 loss: 1.759645 eta: 13:04:00 batch_cost: 0.8046 data_cost: 0.0003 ips: 59.6597 images/s [03/13 18:35:41] ppdet.engine INFO: Epoch: [206] [540/610] learning_rate: 0.052828 loss_vfl: 0.944766 loss_bbox: 0.417771 loss_dfl: 0.417201 loss: 1.785352 eta: 13:03:43 batch_cost: 0.8040 data_cost: 0.0003 ips: 59.6985 images/s [03/13 18:35:59] ppdet.engine INFO: Epoch: [206] [560/610] learning_rate: 0.052794 loss_vfl: 0.926432 loss_bbox: 0.415429 loss_dfl: 0.406284 loss: 1.744895 eta: 13:03:26 batch_cost: 0.7984 data_cost: 0.0003 ips: 60.1195 images/s [03/13 18:36:18] ppdet.engine INFO: Epoch: [206] [580/610] learning_rate: 0.052760 loss_vfl: 0.971484 loss_bbox: 0.452996 loss_dfl: 0.436711 loss: 1.880514 eta: 13:03:09 batch_cost: 0.8177 data_cost: 0.0009 ips: 58.7007 images/s [03/13 18:36:36] ppdet.engine INFO: Epoch: [206] [600/610] learning_rate: 0.052726 loss_vfl: 0.972691 loss_bbox: 0.425777 loss_dfl: 0.421077 loss: 1.812438 eta: 13:02:52 batch_cost: 0.8006 data_cost: 0.0073 ips: 59.9528 images/s [03/13 18:36:47] ppdet.engine INFO: Epoch: [207] [ 0/610] learning_rate: 0.052709 loss_vfl: 0.978948 loss_bbox: 0.414941 loss_dfl: 0.423786 loss: 1.806887 eta: 13:02:45 batch_cost: 0.8730 data_cost: 0.1565 ips: 54.9853 images/s [03/13 18:37:08] ppdet.engine INFO: Epoch: [207] [ 20/610] learning_rate: 0.052675 loss_vfl: 0.950884 loss_bbox: 0.424161 loss_dfl: 0.412673 loss: 1.797339 eta: 13:02:29 batch_cost: 0.9421 data_cost: 0.0382 ips: 50.9499 images/s [03/13 18:37:26] ppdet.engine INFO: Epoch: [207] [ 40/610] learning_rate: 0.052640 loss_vfl: 0.944167 loss_bbox: 0.407724 loss_dfl: 0.411141 loss: 1.755688 eta: 13:02:12 batch_cost: 0.8049 data_cost: 0.0003 ips: 59.6382 images/s [03/13 18:37:44] ppdet.engine INFO: Epoch: [207] [ 60/610] learning_rate: 0.052606 loss_vfl: 0.969901 loss_bbox: 0.425947 loss_dfl: 0.419292 loss: 1.815254 eta: 13:01:56 batch_cost: 0.8055 data_cost: 0.0003 ips: 59.5897 images/s [03/13 18:38:02] ppdet.engine INFO: Epoch: [207] [ 80/610] learning_rate: 0.052572 loss_vfl: 0.874832 loss_bbox: 0.399166 loss_dfl: 0.381390 loss: 1.664927 eta: 13:01:39 batch_cost: 0.7872 data_cost: 0.0007 ips: 60.9722 images/s [03/13 18:38:20] ppdet.engine INFO: Epoch: [207] [100/610] learning_rate: 0.052538 loss_vfl: 0.907689 loss_bbox: 0.415834 loss_dfl: 0.401727 loss: 1.755075 eta: 13:01:22 batch_cost: 0.8139 data_cost: 0.0005 ips: 58.9768 images/s [03/13 18:38:38] ppdet.engine INFO: Epoch: [207] [120/610] learning_rate: 0.052504 loss_vfl: 0.896782 loss_bbox: 0.414991 loss_dfl: 0.398661 loss: 1.715746 eta: 13:01:05 batch_cost: 0.7701 data_cost: 0.0004 ips: 62.3302 images/s [03/13 18:38:56] ppdet.engine INFO: Epoch: [207] [140/610] learning_rate: 0.052470 loss_vfl: 0.995520 loss_bbox: 0.444275 loss_dfl: 0.426906 loss: 1.864023 eta: 13:00:48 batch_cost: 0.7328 data_cost: 0.0004 ips: 65.5010 images/s [03/13 18:39:14] ppdet.engine INFO: Epoch: [207] [160/610] learning_rate: 0.052436 loss_vfl: 0.904006 loss_bbox: 0.390903 loss_dfl: 0.393382 loss: 1.695106 eta: 13:00:31 batch_cost: 0.7819 data_cost: 0.0018 ips: 61.3861 images/s [03/13 18:39:31] ppdet.engine INFO: Epoch: [207] [180/610] learning_rate: 0.052402 loss_vfl: 0.924392 loss_bbox: 0.418390 loss_dfl: 0.400066 loss: 1.756844 eta: 13:00:14 batch_cost: 0.7749 data_cost: 0.0003 ips: 61.9423 images/s [03/13 18:39:49] ppdet.engine INFO: Epoch: [207] [200/610] learning_rate: 0.052367 loss_vfl: 0.952857 loss_bbox: 0.426181 loss_dfl: 0.418739 loss: 1.813469 eta: 12:59:57 batch_cost: 0.8043 data_cost: 0.0012 ips: 59.6774 images/s [03/13 18:40:07] ppdet.engine INFO: Epoch: [207] [220/610] learning_rate: 0.052333 loss_vfl: 0.955957 loss_bbox: 0.428553 loss_dfl: 0.418674 loss: 1.786548 eta: 12:59:40 batch_cost: 0.7715 data_cost: 0.0004 ips: 62.2152 images/s [03/13 18:40:24] ppdet.engine INFO: Epoch: [207] [240/610] learning_rate: 0.052299 loss_vfl: 1.001104 loss_bbox: 0.454207 loss_dfl: 0.439639 loss: 1.898884 eta: 12:59:23 batch_cost: 0.7810 data_cost: 0.0003 ips: 61.4603 images/s [03/13 18:40:42] ppdet.engine INFO: Epoch: [207] [260/610] learning_rate: 0.052265 loss_vfl: 0.907636 loss_bbox: 0.405766 loss_dfl: 0.392184 loss: 1.712037 eta: 12:59:05 batch_cost: 0.7248 data_cost: 0.0003 ips: 66.2249 images/s [03/13 18:40:59] ppdet.engine INFO: Epoch: [207] [280/610] learning_rate: 0.052231 loss_vfl: 0.972884 loss_bbox: 0.433700 loss_dfl: 0.432060 loss: 1.836699 eta: 12:58:48 batch_cost: 0.7873 data_cost: 0.0003 ips: 60.9706 images/s [03/13 18:41:17] ppdet.engine INFO: Epoch: [207] [300/610] learning_rate: 0.052197 loss_vfl: 0.977005 loss_bbox: 0.432254 loss_dfl: 0.415501 loss: 1.827297 eta: 12:58:31 batch_cost: 0.7848 data_cost: 0.0003 ips: 61.1639 images/s [03/13 18:41:35] ppdet.engine INFO: Epoch: [207] [320/610] learning_rate: 0.052163 loss_vfl: 0.960611 loss_bbox: 0.422114 loss_dfl: 0.416813 loss: 1.795853 eta: 12:58:14 batch_cost: 0.7687 data_cost: 0.0003 ips: 62.4440 images/s [03/13 18:41:52] ppdet.engine INFO: Epoch: [207] [340/610] learning_rate: 0.052129 loss_vfl: 0.948770 loss_bbox: 0.435686 loss_dfl: 0.421415 loss: 1.816080 eta: 12:57:57 batch_cost: 0.7661 data_cost: 0.0018 ips: 62.6514 images/s [03/13 18:42:11] ppdet.engine INFO: Epoch: [207] [360/610] learning_rate: 0.052095 loss_vfl: 0.977904 loss_bbox: 0.430898 loss_dfl: 0.421550 loss: 1.858077 eta: 12:57:41 batch_cost: 0.8274 data_cost: 0.0012 ips: 58.0100 images/s [03/13 18:42:29] ppdet.engine INFO: Epoch: [207] [380/610] learning_rate: 0.052061 loss_vfl: 0.924735 loss_bbox: 0.427461 loss_dfl: 0.408792 loss: 1.767510 eta: 12:57:24 batch_cost: 0.7979 data_cost: 0.0009 ips: 60.1554 images/s [03/13 18:42:47] ppdet.engine INFO: Epoch: [207] [400/610] learning_rate: 0.052027 loss_vfl: 0.905680 loss_bbox: 0.410112 loss_dfl: 0.401124 loss: 1.731049 eta: 12:57:07 batch_cost: 0.8222 data_cost: 0.0007 ips: 58.3807 images/s [03/13 18:43:05] ppdet.engine INFO: Epoch: [207] [420/610] learning_rate: 0.051993 loss_vfl: 0.931854 loss_bbox: 0.425194 loss_dfl: 0.409030 loss: 1.765895 eta: 12:56:50 batch_cost: 0.7768 data_cost: 0.0003 ips: 61.7896 images/s [03/13 18:43:23] ppdet.engine INFO: Epoch: [207] [440/610] learning_rate: 0.051959 loss_vfl: 0.969522 loss_bbox: 0.431261 loss_dfl: 0.417437 loss: 1.808744 eta: 12:56:33 batch_cost: 0.7968 data_cost: 0.0011 ips: 60.2392 images/s [03/13 18:43:40] ppdet.engine INFO: Epoch: [207] [460/610] learning_rate: 0.051925 loss_vfl: 0.918846 loss_bbox: 0.411791 loss_dfl: 0.398215 loss: 1.719062 eta: 12:56:16 batch_cost: 0.7666 data_cost: 0.0003 ips: 62.6114 images/s [03/13 18:43:59] ppdet.engine INFO: Epoch: [207] [480/610] learning_rate: 0.051891 loss_vfl: 0.917971 loss_bbox: 0.390870 loss_dfl: 0.389294 loss: 1.701671 eta: 12:56:00 batch_cost: 0.8443 data_cost: 0.0016 ips: 56.8507 images/s [03/13 18:44:17] ppdet.engine INFO: Epoch: [207] [500/610] learning_rate: 0.051857 loss_vfl: 0.948616 loss_bbox: 0.426504 loss_dfl: 0.423286 loss: 1.805552 eta: 12:55:43 batch_cost: 0.8041 data_cost: 0.0003 ips: 59.6963 images/s [03/13 18:44:35] ppdet.engine INFO: Epoch: [207] [520/610] learning_rate: 0.051823 loss_vfl: 0.935658 loss_bbox: 0.415956 loss_dfl: 0.408361 loss: 1.770881 eta: 12:55:26 batch_cost: 0.7905 data_cost: 0.0010 ips: 60.7188 images/s [03/13 18:44:53] ppdet.engine INFO: Epoch: [207] [540/610] learning_rate: 0.051789 loss_vfl: 1.003356 loss_bbox: 0.436796 loss_dfl: 0.429689 loss: 1.852731 eta: 12:55:09 batch_cost: 0.7638 data_cost: 0.0009 ips: 62.8475 images/s [03/13 18:45:10] ppdet.engine INFO: Epoch: [207] [560/610] learning_rate: 0.051755 loss_vfl: 0.965091 loss_bbox: 0.434093 loss_dfl: 0.416892 loss: 1.817337 eta: 12:54:52 batch_cost: 0.7793 data_cost: 0.0037 ips: 61.5917 images/s [03/13 18:45:28] ppdet.engine INFO: Epoch: [207] [580/610] learning_rate: 0.051721 loss_vfl: 0.938644 loss_bbox: 0.405422 loss_dfl: 0.401279 loss: 1.747514 eta: 12:54:36 batch_cost: 0.8147 data_cost: 0.0003 ips: 58.9160 images/s [03/13 18:45:46] ppdet.engine INFO: Epoch: [207] [600/610] learning_rate: 0.051687 loss_vfl: 0.897279 loss_bbox: 0.385498 loss_dfl: 0.378502 loss: 1.660424 eta: 12:54:19 batch_cost: 0.8192 data_cost: 0.0004 ips: 58.5968 images/s [03/13 18:46:01] ppdet.engine INFO: Epoch: [208] [ 0/610] learning_rate: 0.051670 loss_vfl: 0.926948 loss_bbox: 0.407457 loss_dfl: 0.404543 loss: 1.733039 eta: 12:54:13 batch_cost: 1.0430 data_cost: 0.1950 ips: 46.0205 images/s [03/13 18:46:21] ppdet.engine INFO: Epoch: [208] [ 20/610] learning_rate: 0.051636 loss_vfl: 0.933204 loss_bbox: 0.401622 loss_dfl: 0.405225 loss: 1.743036 eta: 12:53:57 batch_cost: 0.9139 data_cost: 0.0003 ips: 52.5194 images/s [03/13 18:46:39] ppdet.engine INFO: Epoch: [208] [ 40/610] learning_rate: 0.051603 loss_vfl: 0.927359 loss_bbox: 0.425093 loss_dfl: 0.406210 loss: 1.748179 eta: 12:53:40 batch_cost: 0.7786 data_cost: 0.0003 ips: 61.6469 images/s [03/13 18:46:58] ppdet.engine INFO: Epoch: [208] [ 60/610] learning_rate: 0.051569 loss_vfl: 0.882999 loss_bbox: 0.386597 loss_dfl: 0.394227 loss: 1.687265 eta: 12:53:23 batch_cost: 0.8238 data_cost: 0.0003 ips: 58.2698 images/s [03/13 18:47:16] ppdet.engine INFO: Epoch: [208] [ 80/610] learning_rate: 0.051535 loss_vfl: 0.970173 loss_bbox: 0.448443 loss_dfl: 0.434828 loss: 1.865145 eta: 12:53:07 batch_cost: 0.8126 data_cost: 0.0003 ips: 59.0674 images/s [03/13 18:47:34] ppdet.engine INFO: Epoch: [208] [100/610] learning_rate: 0.051501 loss_vfl: 0.945848 loss_bbox: 0.406284 loss_dfl: 0.405701 loss: 1.771073 eta: 12:52:50 batch_cost: 0.7730 data_cost: 0.0003 ips: 62.0988 images/s [03/13 18:47:52] ppdet.engine INFO: Epoch: [208] [120/610] learning_rate: 0.051467 loss_vfl: 0.937137 loss_bbox: 0.424311 loss_dfl: 0.409186 loss: 1.748045 eta: 12:52:33 batch_cost: 0.8482 data_cost: 0.0008 ips: 56.5910 images/s [03/13 18:48:11] ppdet.engine INFO: Epoch: [208] [140/610] learning_rate: 0.051433 loss_vfl: 0.945186 loss_bbox: 0.423373 loss_dfl: 0.419132 loss: 1.773002 eta: 12:52:16 batch_cost: 0.8076 data_cost: 0.0003 ips: 59.4377 images/s [03/13 18:48:29] ppdet.engine INFO: Epoch: [208] [160/610] learning_rate: 0.051399 loss_vfl: 0.928063 loss_bbox: 0.399011 loss_dfl: 0.403606 loss: 1.745074 eta: 12:52:00 batch_cost: 0.8254 data_cost: 0.0003 ips: 58.1529 images/s [03/13 18:48:47] ppdet.engine INFO: Epoch: [208] [180/610] learning_rate: 0.051365 loss_vfl: 0.920511 loss_bbox: 0.406233 loss_dfl: 0.388405 loss: 1.708016 eta: 12:51:43 batch_cost: 0.7924 data_cost: 0.0003 ips: 60.5719 images/s [03/13 18:49:05] ppdet.engine INFO: Epoch: [208] [200/610] learning_rate: 0.051331 loss_vfl: 1.002714 loss_bbox: 0.435657 loss_dfl: 0.429936 loss: 1.858846 eta: 12:51:26 batch_cost: 0.7980 data_cost: 0.0009 ips: 60.1473 images/s [03/13 18:49:24] ppdet.engine INFO: Epoch: [208] [220/610] learning_rate: 0.051298 loss_vfl: 1.004612 loss_bbox: 0.464546 loss_dfl: 0.435586 loss: 1.887623 eta: 12:51:10 batch_cost: 0.8178 data_cost: 0.0003 ips: 58.6969 images/s [03/13 18:49:42] ppdet.engine INFO: Epoch: [208] [240/610] learning_rate: 0.051264 loss_vfl: 0.954031 loss_bbox: 0.432759 loss_dfl: 0.410910 loss: 1.795460 eta: 12:50:53 batch_cost: 0.8204 data_cost: 0.0008 ips: 58.5057 images/s [03/13 18:49:59] ppdet.engine INFO: Epoch: [208] [260/610] learning_rate: 0.051230 loss_vfl: 0.930491 loss_bbox: 0.408386 loss_dfl: 0.396588 loss: 1.739676 eta: 12:50:36 batch_cost: 0.7922 data_cost: 0.0003 ips: 60.5888 images/s [03/13 18:50:18] ppdet.engine INFO: Epoch: [208] [280/610] learning_rate: 0.051196 loss_vfl: 0.945985 loss_bbox: 0.426122 loss_dfl: 0.415798 loss: 1.785314 eta: 12:50:19 batch_cost: 0.8086 data_cost: 0.0012 ips: 59.3646 images/s [03/13 18:50:35] ppdet.engine INFO: Epoch: [208] [300/610] learning_rate: 0.051162 loss_vfl: 0.953411 loss_bbox: 0.439176 loss_dfl: 0.421479 loss: 1.813453 eta: 12:50:03 batch_cost: 0.8016 data_cost: 0.0022 ips: 59.8814 images/s [03/13 18:50:52] ppdet.engine INFO: Epoch: [208] [320/610] learning_rate: 0.051129 loss_vfl: 0.914858 loss_bbox: 0.395355 loss_dfl: 0.399294 loss: 1.712579 eta: 12:49:45 batch_cost: 0.7566 data_cost: 0.0004 ips: 63.4382 images/s [03/13 18:51:11] ppdet.engine INFO: Epoch: [208] [340/610] learning_rate: 0.051095 loss_vfl: 0.887479 loss_bbox: 0.417844 loss_dfl: 0.390791 loss: 1.695681 eta: 12:49:29 batch_cost: 0.8287 data_cost: 0.0003 ips: 57.9213 images/s [03/13 18:51:29] ppdet.engine INFO: Epoch: [208] [360/610] learning_rate: 0.051061 loss_vfl: 0.967748 loss_bbox: 0.435533 loss_dfl: 0.426584 loss: 1.825878 eta: 12:49:12 batch_cost: 0.8295 data_cost: 0.0003 ips: 57.8630 images/s [03/13 18:51:47] ppdet.engine INFO: Epoch: [208] [380/610] learning_rate: 0.051027 loss_vfl: 0.912074 loss_bbox: 0.387172 loss_dfl: 0.394173 loss: 1.692657 eta: 12:48:56 batch_cost: 0.8195 data_cost: 0.0003 ips: 58.5737 images/s [03/13 18:52:05] ppdet.engine INFO: Epoch: [208] [400/610] learning_rate: 0.050993 loss_vfl: 0.885690 loss_bbox: 0.390583 loss_dfl: 0.389145 loss: 1.646974 eta: 12:48:39 batch_cost: 0.7987 data_cost: 0.0017 ips: 60.0974 images/s [03/13 18:52:24] ppdet.engine INFO: Epoch: [208] [420/610] learning_rate: 0.050960 loss_vfl: 0.926276 loss_bbox: 0.402128 loss_dfl: 0.393045 loss: 1.717865 eta: 12:48:23 batch_cost: 0.8461 data_cost: 0.0015 ips: 56.7337 images/s [03/13 18:52:43] ppdet.engine INFO: Epoch: [208] [440/610] learning_rate: 0.050926 loss_vfl: 0.952895 loss_bbox: 0.420957 loss_dfl: 0.401850 loss: 1.780011 eta: 12:48:06 batch_cost: 0.8358 data_cost: 0.0016 ips: 57.4279 images/s [03/13 18:53:01] ppdet.engine INFO: Epoch: [208] [460/610] learning_rate: 0.050892 loss_vfl: 0.913664 loss_bbox: 0.410995 loss_dfl: 0.402101 loss: 1.731299 eta: 12:47:49 batch_cost: 0.8140 data_cost: 0.0003 ips: 58.9702 images/s [03/13 18:53:19] ppdet.engine INFO: Epoch: [208] [480/610] learning_rate: 0.050858 loss_vfl: 0.973224 loss_bbox: 0.445351 loss_dfl: 0.431580 loss: 1.843410 eta: 12:47:33 batch_cost: 0.8178 data_cost: 0.0003 ips: 58.6956 images/s [03/13 18:53:36] ppdet.engine INFO: Epoch: [208] [500/610] learning_rate: 0.050825 loss_vfl: 0.951682 loss_bbox: 0.421497 loss_dfl: 0.410829 loss: 1.781813 eta: 12:47:16 batch_cost: 0.7857 data_cost: 0.0004 ips: 61.0889 images/s [03/13 18:53:55] ppdet.engine INFO: Epoch: [208] [520/610] learning_rate: 0.050791 loss_vfl: 0.950671 loss_bbox: 0.419558 loss_dfl: 0.417196 loss: 1.764312 eta: 12:46:59 batch_cost: 0.8224 data_cost: 0.0003 ips: 58.3678 images/s [03/13 18:54:13] ppdet.engine INFO: Epoch: [208] [540/610] learning_rate: 0.050757 loss_vfl: 0.924606 loss_bbox: 0.418548 loss_dfl: 0.416379 loss: 1.769083 eta: 12:46:43 batch_cost: 0.8253 data_cost: 0.0014 ips: 58.1605 images/s [03/13 18:54:31] ppdet.engine INFO: Epoch: [208] [560/610] learning_rate: 0.050724 loss_vfl: 0.970254 loss_bbox: 0.432189 loss_dfl: 0.427034 loss: 1.865884 eta: 12:46:26 batch_cost: 0.8101 data_cost: 0.0009 ips: 59.2554 images/s [03/13 18:54:48] ppdet.engine INFO: Epoch: [208] [580/610] learning_rate: 0.050690 loss_vfl: 0.933446 loss_bbox: 0.422103 loss_dfl: 0.412167 loss: 1.767947 eta: 12:46:09 batch_cost: 0.7581 data_cost: 0.0003 ips: 63.3162 images/s [03/13 18:55:05] ppdet.engine INFO: Epoch: [208] [600/610] learning_rate: 0.050656 loss_vfl: 0.978959 loss_bbox: 0.419354 loss_dfl: 0.422077 loss: 1.828870 eta: 12:45:52 batch_cost: 0.7660 data_cost: 0.0004 ips: 62.6670 images/s [03/13 18:55:18] ppdet.engine INFO: Epoch: [209] [ 0/610] learning_rate: 0.050639 loss_vfl: 0.935513 loss_bbox: 0.399020 loss_dfl: 0.391571 loss: 1.722118 eta: 12:45:45 batch_cost: 0.9558 data_cost: 0.2243 ips: 50.2183 images/s [03/13 18:55:39] ppdet.engine INFO: Epoch: [209] [ 20/610] learning_rate: 0.050606 loss_vfl: 0.958858 loss_bbox: 0.433884 loss_dfl: 0.420779 loss: 1.802688 eta: 12:45:29 batch_cost: 0.8961 data_cost: 0.0016 ips: 53.5640 images/s [03/13 18:55:58] ppdet.engine INFO: Epoch: [209] [ 40/610] learning_rate: 0.050572 loss_vfl: 0.912947 loss_bbox: 0.406619 loss_dfl: 0.395636 loss: 1.727598 eta: 12:45:12 batch_cost: 0.8318 data_cost: 0.0003 ips: 57.7052 images/s [03/13 18:56:17] ppdet.engine INFO: Epoch: [209] [ 60/610] learning_rate: 0.050538 loss_vfl: 0.911128 loss_bbox: 0.406754 loss_dfl: 0.397446 loss: 1.713211 eta: 12:44:56 batch_cost: 0.8548 data_cost: 0.0008 ips: 56.1557 images/s [03/13 18:56:34] ppdet.engine INFO: Epoch: [209] [ 80/610] learning_rate: 0.050505 loss_vfl: 0.988527 loss_bbox: 0.453032 loss_dfl: 0.452744 loss: 1.897664 eta: 12:44:39 batch_cost: 0.7863 data_cost: 0.0003 ips: 61.0442 images/s [03/13 18:56:52] ppdet.engine INFO: Epoch: [209] [100/610] learning_rate: 0.050471 loss_vfl: 0.935199 loss_bbox: 0.396197 loss_dfl: 0.410402 loss: 1.750689 eta: 12:44:22 batch_cost: 0.7819 data_cost: 0.0003 ips: 61.3900 images/s [03/13 18:57:10] ppdet.engine INFO: Epoch: [209] [120/610] learning_rate: 0.050437 loss_vfl: 0.939804 loss_bbox: 0.413834 loss_dfl: 0.406536 loss: 1.760064 eta: 12:44:06 batch_cost: 0.8521 data_cost: 0.0003 ips: 56.3324 images/s [03/13 18:57:29] ppdet.engine INFO: Epoch: [209] [140/610] learning_rate: 0.050404 loss_vfl: 0.873187 loss_bbox: 0.395887 loss_dfl: 0.386685 loss: 1.666827 eta: 12:43:49 batch_cost: 0.8217 data_cost: 0.0003 ips: 58.4135 images/s [03/13 18:57:47] ppdet.engine INFO: Epoch: [209] [160/610] learning_rate: 0.050370 loss_vfl: 1.010982 loss_bbox: 0.440275 loss_dfl: 0.425909 loss: 1.868840 eta: 12:43:32 batch_cost: 0.8273 data_cost: 0.0008 ips: 58.0184 images/s [03/13 18:58:06] ppdet.engine INFO: Epoch: [209] [180/610] learning_rate: 0.050337 loss_vfl: 0.962590 loss_bbox: 0.441063 loss_dfl: 0.417294 loss: 1.821599 eta: 12:43:16 batch_cost: 0.8528 data_cost: 0.0009 ips: 56.2851 images/s [03/13 18:58:24] ppdet.engine INFO: Epoch: [209] [200/610] learning_rate: 0.050303 loss_vfl: 0.945498 loss_bbox: 0.405293 loss_dfl: 0.417885 loss: 1.787767 eta: 12:42:59 batch_cost: 0.8056 data_cost: 0.0003 ips: 59.5796 images/s [03/13 18:58:42] ppdet.engine INFO: Epoch: [209] [220/610] learning_rate: 0.050269 loss_vfl: 0.928190 loss_bbox: 0.397496 loss_dfl: 0.390767 loss: 1.717912 eta: 12:42:42 batch_cost: 0.7876 data_cost: 0.0009 ips: 60.9434 images/s [03/13 18:59:00] ppdet.engine INFO: Epoch: [209] [240/610] learning_rate: 0.050236 loss_vfl: 0.910088 loss_bbox: 0.399580 loss_dfl: 0.402593 loss: 1.723837 eta: 12:42:25 batch_cost: 0.7580 data_cost: 0.0004 ips: 63.3246 images/s [03/13 18:59:17] ppdet.engine INFO: Epoch: [209] [260/610] learning_rate: 0.050202 loss_vfl: 0.979953 loss_bbox: 0.439848 loss_dfl: 0.433456 loss: 1.878424 eta: 12:42:08 batch_cost: 0.7508 data_cost: 0.0003 ips: 63.9290 images/s [03/13 18:59:35] ppdet.engine INFO: Epoch: [209] [280/610] learning_rate: 0.050169 loss_vfl: 0.936816 loss_bbox: 0.415860 loss_dfl: 0.417525 loss: 1.762454 eta: 12:41:51 batch_cost: 0.8169 data_cost: 0.0009 ips: 58.7556 images/s [03/13 18:59:54] ppdet.engine INFO: Epoch: [209] [300/610] learning_rate: 0.050135 loss_vfl: 0.875963 loss_bbox: 0.384943 loss_dfl: 0.385591 loss: 1.644979 eta: 12:41:35 batch_cost: 0.8115 data_cost: 0.0012 ips: 59.1493 images/s [03/13 19:00:12] ppdet.engine INFO: Epoch: [209] [320/610] learning_rate: 0.050102 loss_vfl: 0.938070 loss_bbox: 0.413057 loss_dfl: 0.404961 loss: 1.765826 eta: 12:41:18 batch_cost: 0.8091 data_cost: 0.0003 ips: 59.3287 images/s [03/13 19:00:30] ppdet.engine INFO: Epoch: [209] [340/610] learning_rate: 0.050068 loss_vfl: 0.842946 loss_bbox: 0.378273 loss_dfl: 0.365161 loss: 1.579436 eta: 12:41:01 batch_cost: 0.7888 data_cost: 0.0003 ips: 60.8557 images/s [03/13 19:00:47] ppdet.engine INFO: Epoch: [209] [360/610] learning_rate: 0.050035 loss_vfl: 0.934424 loss_bbox: 0.418193 loss_dfl: 0.402439 loss: 1.729510 eta: 12:40:44 batch_cost: 0.7986 data_cost: 0.0003 ips: 60.1029 images/s [03/13 19:01:05] ppdet.engine INFO: Epoch: [209] [380/610] learning_rate: 0.050001 loss_vfl: 0.965363 loss_bbox: 0.417924 loss_dfl: 0.407304 loss: 1.777602 eta: 12:40:27 batch_cost: 0.7758 data_cost: 0.0009 ips: 61.8703 images/s [03/13 19:01:24] ppdet.engine INFO: Epoch: [209] [400/610] learning_rate: 0.049968 loss_vfl: 0.934407 loss_bbox: 0.434528 loss_dfl: 0.404475 loss: 1.786182 eta: 12:40:11 batch_cost: 0.8289 data_cost: 0.0003 ips: 57.9069 images/s [03/13 19:01:43] ppdet.engine INFO: Epoch: [209] [420/610] learning_rate: 0.049934 loss_vfl: 0.936909 loss_bbox: 0.399758 loss_dfl: 0.396371 loss: 1.727629 eta: 12:39:54 batch_cost: 0.8504 data_cost: 0.0003 ips: 56.4437 images/s [03/13 19:02:01] ppdet.engine INFO: Epoch: [209] [440/610] learning_rate: 0.049901 loss_vfl: 0.942106 loss_bbox: 0.432365 loss_dfl: 0.411373 loss: 1.781099 eta: 12:39:38 batch_cost: 0.8222 data_cost: 0.0003 ips: 58.3799 images/s [03/13 19:02:20] ppdet.engine INFO: Epoch: [209] [460/610] learning_rate: 0.049867 loss_vfl: 0.915447 loss_bbox: 0.398089 loss_dfl: 0.394387 loss: 1.698105 eta: 12:39:22 batch_cost: 0.8661 data_cost: 0.0007 ips: 55.4194 images/s [03/13 19:02:38] ppdet.engine INFO: Epoch: [209] [480/610] learning_rate: 0.049834 loss_vfl: 0.909173 loss_bbox: 0.393405 loss_dfl: 0.393636 loss: 1.701395 eta: 12:39:05 batch_cost: 0.7891 data_cost: 0.0003 ips: 60.8272 images/s [03/13 19:02:56] ppdet.engine INFO: Epoch: [209] [500/610] learning_rate: 0.049800 loss_vfl: 0.916209 loss_bbox: 0.421126 loss_dfl: 0.404324 loss: 1.749808 eta: 12:38:48 batch_cost: 0.7832 data_cost: 0.0005 ips: 61.2884 images/s [03/13 19:03:14] ppdet.engine INFO: Epoch: [209] [520/610] learning_rate: 0.049767 loss_vfl: 0.941035 loss_bbox: 0.441166 loss_dfl: 0.418307 loss: 1.820329 eta: 12:38:31 batch_cost: 0.7826 data_cost: 0.0003 ips: 61.3301 images/s [03/13 19:03:31] ppdet.engine INFO: Epoch: [209] [540/610] learning_rate: 0.049733 loss_vfl: 0.865610 loss_bbox: 0.389250 loss_dfl: 0.381344 loss: 1.637395 eta: 12:38:14 batch_cost: 0.7806 data_cost: 0.0003 ips: 61.4919 images/s [03/13 19:03:49] ppdet.engine INFO: Epoch: [209] [560/610] learning_rate: 0.049700 loss_vfl: 0.939484 loss_bbox: 0.432895 loss_dfl: 0.422984 loss: 1.787781 eta: 12:37:57 batch_cost: 0.7860 data_cost: 0.0003 ips: 61.0699 images/s [03/13 19:04:07] ppdet.engine INFO: Epoch: [209] [580/610] learning_rate: 0.049666 loss_vfl: 0.921435 loss_bbox: 0.415393 loss_dfl: 0.406221 loss: 1.739001 eta: 12:37:40 batch_cost: 0.7936 data_cost: 0.0008 ips: 60.4873 images/s [03/13 19:04:25] ppdet.engine INFO: Epoch: [209] [600/610] learning_rate: 0.049633 loss_vfl: 0.941535 loss_bbox: 0.411272 loss_dfl: 0.410208 loss: 1.740536 eta: 12:37:23 batch_cost: 0.8140 data_cost: 0.0005 ips: 58.9659 images/s [03/13 19:04:33] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_s_416_coco [03/13 19:04:33] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_s_416_coco [03/13 19:04:33] ppdet.engine INFO: Eval iter: 0 [03/13 19:04:51] ppdet.engine INFO: Eval iter: 100 [03/13 19:05:01] ppdet.engine INFO: Eval iter: 200 [03/13 19:05:12] ppdet.engine INFO: Eval iter: 300 [03/13 19:05:23] ppdet.engine INFO: Eval iter: 400 [03/13 19:05:34] ppdet.engine INFO: Eval iter: 500 [03/13 19:05:44] ppdet.engine INFO: Eval iter: 600 [03/13 19:06:01] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json. loading annotations into memory... Done (t=1.08s) creating index... index created! [03/13 19:06:02] ppdet.metrics.coco_utils INFO: Start evaluate... Loading and preparing results... DONE (t=4.95s) creating index... index created! Running per image evaluation... Evaluate annotation type *bbox* DONE (t=95.16s). Accumulating evaluation results... DONE (t=17.39s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.318 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.466 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.336 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.115 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.338 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.525 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.283 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.452 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.482 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.207 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.544 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.731 [03/13 19:08:02] ppdet.engine INFO: Total sample number: 4952, averge FPS: 66.81013290618307 [03/13 19:08:02] ppdet.engine INFO: Best test bbox ap is 0.318. [03/13 19:08:02] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_s_416_coco [03/13 19:08:02] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_s_416_coco [03/13 19:08:03] ppdet.engine INFO: Epoch: [210] [ 0/610] learning_rate: 0.049616 loss_vfl: 0.935968 loss_bbox: 0.410758 loss_dfl: 0.396384 loss: 1.729676 eta: 12:37:14 batch_cost: 0.6906 data_cost: 0.0004 ips: 69.5049 images/s [03/13 19:08:21] ppdet.engine INFO: Epoch: [210] [ 20/610] learning_rate: 0.049583 loss_vfl: 0.898374 loss_bbox: 0.421865 loss_dfl: 0.407254 loss: 1.714705 eta: 12:36:58 batch_cost: 0.8580 data_cost: 0.0003 ips: 55.9466 images/s [03/13 19:08:41] ppdet.engine INFO: Epoch: [210] [ 40/610] learning_rate: 0.049549 loss_vfl: 0.903495 loss_bbox: 0.417750 loss_dfl: 0.396936 loss: 1.715671 eta: 12:36:42 batch_cost: 0.8954 data_cost: 0.0002 ips: 53.6055 images/s [03/13 19:08:59] ppdet.engine INFO: Epoch: [210] [ 60/610] learning_rate: 0.049516 loss_vfl: 0.968708 loss_bbox: 0.446403 loss_dfl: 0.425628 loss: 1.847776 eta: 12:36:25 batch_cost: 0.8221 data_cost: 0.0009 ips: 58.3853 images/s [03/13 19:09:17] ppdet.engine INFO: Epoch: [210] [ 80/610] learning_rate: 0.049482 loss_vfl: 0.932018 loss_bbox: 0.401846 loss_dfl: 0.391805 loss: 1.706778 eta: 12:36:09 batch_cost: 0.8060 data_cost: 0.0003 ips: 59.5511 images/s [03/13 19:09:34] ppdet.engine INFO: Epoch: [210] [100/610] learning_rate: 0.049449 loss_vfl: 0.909857 loss_bbox: 0.397247 loss_dfl: 0.396988 loss: 1.705560 eta: 12:35:51 batch_cost: 0.7448 data_cost: 0.0003 ips: 64.4480 images/s [03/13 19:09:53] ppdet.engine INFO: Epoch: [210] [120/610] learning_rate: 0.049416 loss_vfl: 0.949528 loss_bbox: 0.423437 loss_dfl: 0.420312 loss: 1.802648 eta: 12:35:35 batch_cost: 0.8276 data_cost: 0.0003 ips: 58.0010 images/s [03/13 19:10:10] ppdet.engine INFO: Epoch: [210] [140/610] learning_rate: 0.049382 loss_vfl: 0.878724 loss_bbox: 0.401062 loss_dfl: 0.401105 loss: 1.645936 eta: 12:35:18 batch_cost: 0.7723 data_cost: 0.0012 ips: 62.1526 images/s [03/13 19:10:28] ppdet.engine INFO: Epoch: [210] [160/610] learning_rate: 0.049349 loss_vfl: 0.898462 loss_bbox: 0.390997 loss_dfl: 0.389836 loss: 1.668666 eta: 12:35:01 batch_cost: 0.8040 data_cost: 0.0010 ips: 59.6979 images/s [03/13 19:10:46] ppdet.engine INFO: Epoch: [210] [180/610] learning_rate: 0.049316 loss_vfl: 0.963191 loss_bbox: 0.395412 loss_dfl: 0.398721 loss: 1.752094 eta: 12:34:44 batch_cost: 0.7248 data_cost: 0.0013 ips: 66.2296 images/s [03/13 19:11:04] ppdet.engine INFO: Epoch: [210] [200/610] learning_rate: 0.049282 loss_vfl: 0.922494 loss_bbox: 0.399378 loss_dfl: 0.406365 loss: 1.746677 eta: 12:34:27 batch_cost: 0.7987 data_cost: 0.0003 ips: 60.0987 images/s [03/13 19:11:21] ppdet.engine INFO: Epoch: [210] [220/610] learning_rate: 0.049249 loss_vfl: 0.882121 loss_bbox: 0.392012 loss_dfl: 0.376540 loss: 1.630793 eta: 12:34:10 batch_cost: 0.7633 data_cost: 0.0009 ips: 62.8874 images/s [03/13 19:11:38] ppdet.engine INFO: Epoch: [210] [240/610] learning_rate: 0.049216 loss_vfl: 0.878283 loss_bbox: 0.402806 loss_dfl: 0.390664 loss: 1.682610 eta: 12:33:53 batch_cost: 0.7551 data_cost: 0.0013 ips: 63.5697 images/s [03/13 19:11:56] ppdet.engine INFO: Epoch: [210] [260/610] learning_rate: 0.049182 loss_vfl: 0.944059 loss_bbox: 0.397974 loss_dfl: 0.396240 loss: 1.755228 eta: 12:33:36 batch_cost: 0.7917 data_cost: 0.0007 ips: 60.6254 images/s [03/13 19:12:14] ppdet.engine INFO: Epoch: [210] [280/610] learning_rate: 0.049149 loss_vfl: 0.988452 loss_bbox: 0.428323 loss_dfl: 0.421547 loss: 1.825950 eta: 12:33:19 batch_cost: 0.7741 data_cost: 0.0003 ips: 62.0055 images/s [03/13 19:12:32] ppdet.engine INFO: Epoch: [210] [300/610] learning_rate: 0.049116 loss_vfl: 0.930656 loss_bbox: 0.407661 loss_dfl: 0.398596 loss: 1.753627 eta: 12:33:02 batch_cost: 0.8161 data_cost: 0.0071 ips: 58.8147 images/s [03/13 19:12:50] ppdet.engine INFO: Epoch: [210] [320/610] learning_rate: 0.049082 loss_vfl: 0.921266 loss_bbox: 0.407162 loss_dfl: 0.412892 loss: 1.762511 eta: 12:32:45 batch_cost: 0.8129 data_cost: 0.0003 ips: 59.0466 images/s [03/13 19:13:07] ppdet.engine INFO: Epoch: [210] [340/610] learning_rate: 0.049049 loss_vfl: 0.993133 loss_bbox: 0.436710 loss_dfl: 0.423767 loss: 1.853481 eta: 12:32:28 batch_cost: 0.7385 data_cost: 0.0008 ips: 64.9926 images/s [03/13 19:13:25] ppdet.engine INFO: Epoch: [210] [360/610] learning_rate: 0.049016 loss_vfl: 0.930579 loss_bbox: 0.427993 loss_dfl: 0.406459 loss: 1.750695 eta: 12:32:11 batch_cost: 0.8075 data_cost: 0.0003 ips: 59.4450 images/s [03/13 19:13:43] ppdet.engine INFO: Epoch: [210] [380/610] learning_rate: 0.048983 loss_vfl: 0.928744 loss_bbox: 0.422949 loss_dfl: 0.417945 loss: 1.799514 eta: 12:31:55 batch_cost: 0.8344 data_cost: 0.0003 ips: 57.5282 images/s [03/13 19:14:01] ppdet.engine INFO: Epoch: [210] [400/610] learning_rate: 0.048949 loss_vfl: 0.895978 loss_bbox: 0.402108 loss_dfl: 0.403366 loss: 1.689170 eta: 12:31:38 batch_cost: 0.7830 data_cost: 0.0009 ips: 61.3040 images/s [03/13 19:14:18] ppdet.engine INFO: Epoch: [210] [420/610] learning_rate: 0.048916 loss_vfl: 0.932955 loss_bbox: 0.421766 loss_dfl: 0.418370 loss: 1.753046 eta: 12:31:21 batch_cost: 0.7736 data_cost: 0.0008 ips: 62.0454 images/s [03/13 19:14:35] ppdet.engine INFO: Epoch: [210] [440/610] learning_rate: 0.048883 loss_vfl: 0.928324 loss_bbox: 0.430695 loss_dfl: 0.414582 loss: 1.770584 eta: 12:31:04 batch_cost: 0.7373 data_cost: 0.0009 ips: 65.1059 images/s [03/13 19:14:53] ppdet.engine INFO: Epoch: [210] [460/610] learning_rate: 0.048850 loss_vfl: 0.961426 loss_bbox: 0.438272 loss_dfl: 0.409726 loss: 1.814307 eta: 12:30:47 batch_cost: 0.8251 data_cost: 0.0003 ips: 58.1742 images/s [03/13 19:15:11] ppdet.engine INFO: Epoch: [210] [480/610] learning_rate: 0.048816 loss_vfl: 0.933734 loss_bbox: 0.419140 loss_dfl: 0.404795 loss: 1.744607 eta: 12:30:30 batch_cost: 0.8148 data_cost: 0.0003 ips: 58.9094 images/s [03/13 19:15:29] ppdet.engine INFO: Epoch: [210] [500/610] learning_rate: 0.048783 loss_vfl: 0.868103 loss_bbox: 0.378930 loss_dfl: 0.384811 loss: 1.653608 eta: 12:30:14 batch_cost: 0.8123 data_cost: 0.0009 ips: 59.0950 images/s [03/13 19:15:48] ppdet.engine INFO: Epoch: [210] [520/610] learning_rate: 0.048750 loss_vfl: 0.958211 loss_bbox: 0.413264 loss_dfl: 0.408870 loss: 1.765540 eta: 12:29:57 batch_cost: 0.8323 data_cost: 0.0009 ips: 57.6699 images/s [03/13 19:16:06] ppdet.engine INFO: Epoch: [210] [540/610] learning_rate: 0.048717 loss_vfl: 0.910520 loss_bbox: 0.388964 loss_dfl: 0.387556 loss: 1.713618 eta: 12:29:40 batch_cost: 0.7953 data_cost: 0.0009 ips: 60.3535 images/s [03/13 19:16:24] ppdet.engine INFO: Epoch: [210] [560/610] learning_rate: 0.048683 loss_vfl: 0.952409 loss_bbox: 0.395028 loss_dfl: 0.398255 loss: 1.733581 eta: 12:29:24 batch_cost: 0.8087 data_cost: 0.0003 ips: 59.3556 images/s [03/13 19:16:41] ppdet.engine INFO: Epoch: [210] [580/610] learning_rate: 0.048650 loss_vfl: 0.922153 loss_bbox: 0.408978 loss_dfl: 0.402740 loss: 1.710559 eta: 12:29:07 batch_cost: 0.7695 data_cost: 0.0010 ips: 62.3805 images/s [03/13 19:16:59] ppdet.engine INFO: Epoch: [210] [600/610] learning_rate: 0.048617 loss_vfl: 0.910514 loss_bbox: 0.413324 loss_dfl: 0.404138 loss: 1.719697 eta: 12:28:50 batch_cost: 0.8298 data_cost: 0.0004 ips: 57.8458 images/s [03/13 19:17:12] ppdet.engine INFO: Epoch: [211] [ 0/610] learning_rate: 0.048601 loss_vfl: 0.943212 loss_bbox: 0.431682 loss_dfl: 0.413701 loss: 1.788525 eta: 12:28:43 batch_cost: 0.8948 data_cost: 0.1700 ips: 53.6413 images/s [03/13 19:17:34] ppdet.engine INFO: Epoch: [211] [ 20/610] learning_rate: 0.048567 loss_vfl: 0.908210 loss_bbox: 0.417422 loss_dfl: 0.379972 loss: 1.657545 eta: 12:28:27 batch_cost: 0.9996 data_cost: 0.0763 ips: 48.0212 images/s [03/13 19:17:52] ppdet.engine INFO: Epoch: [211] [ 40/610] learning_rate: 0.048534 loss_vfl: 0.921076 loss_bbox: 0.428811 loss_dfl: 0.413362 loss: 1.767501 eta: 12:28:11 batch_cost: 0.8134 data_cost: 0.0010 ips: 59.0141 images/s [03/13 19:18:10] ppdet.engine INFO: Epoch: [211] [ 60/610] learning_rate: 0.048501 loss_vfl: 0.902315 loss_bbox: 0.398587 loss_dfl: 0.391188 loss: 1.703706 eta: 12:27:54 batch_cost: 0.7800 data_cost: 0.0003 ips: 61.5412 images/s [03/13 19:18:29] ppdet.engine INFO: Epoch: [211] [ 80/610] learning_rate: 0.048468 loss_vfl: 0.915175 loss_bbox: 0.416134 loss_dfl: 0.397206 loss: 1.728263 eta: 12:27:37 batch_cost: 0.8318 data_cost: 0.0003 ips: 57.7045 images/s [03/13 19:18:46] ppdet.engine INFO: Epoch: [211] [100/610] learning_rate: 0.048435 loss_vfl: 0.914325 loss_bbox: 0.404910 loss_dfl: 0.404134 loss: 1.733075 eta: 12:27:21 batch_cost: 0.8095 data_cost: 0.0003 ips: 59.2951 images/s [03/13 19:19:04] ppdet.engine INFO: Epoch: [211] [120/610] learning_rate: 0.048402 loss_vfl: 0.973281 loss_bbox: 0.409624 loss_dfl: 0.412243 loss: 1.817937 eta: 12:27:04 batch_cost: 0.7809 data_cost: 0.0004 ips: 61.4662 images/s [03/13 19:19:22] ppdet.engine INFO: Epoch: [211] [140/610] learning_rate: 0.048369 loss_vfl: 0.967147 loss_bbox: 0.419831 loss_dfl: 0.430145 loss: 1.846086 eta: 12:26:47 batch_cost: 0.8314 data_cost: 0.0012 ips: 57.7331 images/s [03/13 19:19:41] ppdet.engine INFO: Epoch: [211] [160/610] learning_rate: 0.048335 loss_vfl: 0.971355 loss_bbox: 0.438429 loss_dfl: 0.442404 loss: 1.863243 eta: 12:26:31 batch_cost: 0.8408 data_cost: 0.0004 ips: 57.0862 images/s [03/13 19:19:58] ppdet.engine INFO: Epoch: [211] [180/610] learning_rate: 0.048302 loss_vfl: 0.911472 loss_bbox: 0.409580 loss_dfl: 0.395653 loss: 1.722419 eta: 12:26:14 batch_cost: 0.7800 data_cost: 0.0003 ips: 61.5423 images/s [03/13 19:20:16] ppdet.engine INFO: Epoch: [211] [200/610] learning_rate: 0.048269 loss_vfl: 0.946501 loss_bbox: 0.405275 loss_dfl: 0.398981 loss: 1.743527 eta: 12:25:57 batch_cost: 0.7829 data_cost: 0.0003 ips: 61.3106 images/s [03/13 19:20:35] ppdet.engine INFO: Epoch: [211] [220/610] learning_rate: 0.048236 loss_vfl: 0.927898 loss_bbox: 0.411407 loss_dfl: 0.415115 loss: 1.751208 eta: 12:25:40 batch_cost: 0.8448 data_cost: 0.0017 ips: 56.8160 images/s [03/13 19:20:53] ppdet.engine INFO: Epoch: [211] [240/610] learning_rate: 0.048203 loss_vfl: 0.932981 loss_bbox: 0.414976 loss_dfl: 0.410860 loss: 1.767514 eta: 12:25:23 batch_cost: 0.7627 data_cost: 0.0003 ips: 62.9360 images/s [03/13 19:21:11] ppdet.engine INFO: Epoch: [211] [260/610] learning_rate: 0.048170 loss_vfl: 0.919373 loss_bbox: 0.383307 loss_dfl: 0.389881 loss: 1.678592 eta: 12:25:07 batch_cost: 0.8275 data_cost: 0.0003 ips: 58.0042 images/s [03/13 19:21:30] ppdet.engine INFO: Epoch: [211] [280/610] learning_rate: 0.048137 loss_vfl: 0.917596 loss_bbox: 0.406400 loss_dfl: 0.397451 loss: 1.716584 eta: 12:24:50 batch_cost: 0.8507 data_cost: 0.0004 ips: 56.4240 images/s [03/13 19:21:48] ppdet.engine INFO: Epoch: [211] [300/610] learning_rate: 0.048104 loss_vfl: 0.978177 loss_bbox: 0.431844 loss_dfl: 0.410375 loss: 1.813053 eta: 12:24:34 batch_cost: 0.8062 data_cost: 0.0009 ips: 59.5412 images/s [03/13 19:22:07] ppdet.engine INFO: Epoch: [211] [320/610] learning_rate: 0.048071 loss_vfl: 0.935400 loss_bbox: 0.444019 loss_dfl: 0.418554 loss: 1.811454 eta: 12:24:17 batch_cost: 0.8283 data_cost: 0.0003 ips: 57.9513 images/s [03/13 19:22:25] ppdet.engine INFO: Epoch: [211] [340/610] learning_rate: 0.048038 loss_vfl: 0.929537 loss_bbox: 0.410386 loss_dfl: 0.403320 loss: 1.739030 eta: 12:24:01 batch_cost: 0.8363 data_cost: 0.0003 ips: 57.3926 images/s [03/13 19:22:43] ppdet.engine INFO: Epoch: [211] [360/610] learning_rate: 0.048005 loss_vfl: 0.928058 loss_bbox: 0.419675 loss_dfl: 0.407813 loss: 1.762961 eta: 12:23:44 batch_cost: 0.7853 data_cost: 0.0003 ips: 61.1260 images/s [03/13 19:23:00] ppdet.engine INFO: Epoch: [211] [380/610] learning_rate: 0.047972 loss_vfl: 0.910579 loss_bbox: 0.416791 loss_dfl: 0.397992 loss: 1.722177 eta: 12:23:27 batch_cost: 0.7865 data_cost: 0.0003 ips: 61.0278 images/s [03/13 19:23:18] ppdet.engine INFO: Epoch: [211] [400/610] learning_rate: 0.047939 loss_vfl: 0.907755 loss_bbox: 0.408329 loss_dfl: 0.396827 loss: 1.720545 eta: 12:23:10 batch_cost: 0.7985 data_cost: 0.0016 ips: 60.1150 images/s [03/13 19:23:36] ppdet.engine INFO: Epoch: [211] [420/610] learning_rate: 0.047906 loss_vfl: 0.927673 loss_bbox: 0.397833 loss_dfl: 0.402342 loss: 1.716398 eta: 12:22:54 batch_cost: 0.8445 data_cost: 0.0003 ips: 56.8368 images/s [03/13 19:23:54] ppdet.engine INFO: Epoch: [211] [440/610] learning_rate: 0.047873 loss_vfl: 0.940314 loss_bbox: 0.441525 loss_dfl: 0.402824 loss: 1.756645 eta: 12:22:37 batch_cost: 0.7847 data_cost: 0.0003 ips: 61.1710 images/s [03/13 19:24:12] ppdet.engine INFO: Epoch: [211] [460/610] learning_rate: 0.047840 loss_vfl: 0.944487 loss_bbox: 0.405907 loss_dfl: 0.407490 loss: 1.765248 eta: 12:22:20 batch_cost: 0.7858 data_cost: 0.0003 ips: 61.0833 images/s [03/13 19:24:30] ppdet.engine INFO: Epoch: [211] [480/610] learning_rate: 0.047807 loss_vfl: 0.984838 loss_bbox: 0.436739 loss_dfl: 0.428558 loss: 1.855529 eta: 12:22:03 batch_cost: 0.8135 data_cost: 0.0009 ips: 59.0014 images/s [03/13 19:24:48] ppdet.engine INFO: Epoch: [211] [500/610] learning_rate: 0.047774 loss_vfl: 0.934389 loss_bbox: 0.411899 loss_dfl: 0.405943 loss: 1.765574 eta: 12:21:46 batch_cost: 0.7548 data_cost: 0.0011 ips: 63.5964 images/s [03/13 19:25:05] ppdet.engine INFO: Epoch: [211] [520/610] learning_rate: 0.047741 loss_vfl: 0.939499 loss_bbox: 0.425142 loss_dfl: 0.411715 loss: 1.752785 eta: 12:21:29 batch_cost: 0.7928 data_cost: 0.0003 ips: 60.5437 images/s [03/13 19:25:24] ppdet.engine INFO: Epoch: [211] [540/610] learning_rate: 0.047708 loss_vfl: 0.883419 loss_bbox: 0.384008 loss_dfl: 0.377741 loss: 1.628181 eta: 12:21:12 batch_cost: 0.8021 data_cost: 0.0003 ips: 59.8428 images/s [03/13 19:25:42] ppdet.engine INFO: Epoch: [211] [560/610] learning_rate: 0.047675 loss_vfl: 0.911328 loss_bbox: 0.426574 loss_dfl: 0.403738 loss: 1.725055 eta: 12:20:56 batch_cost: 0.8018 data_cost: 0.0062 ips: 59.8637 images/s [03/13 19:26:00] ppdet.engine INFO: Epoch: [211] [580/610] learning_rate: 0.047642 loss_vfl: 0.961264 loss_bbox: 0.411537 loss_dfl: 0.409755 loss: 1.755213 eta: 12:20:39 batch_cost: 0.8136 data_cost: 0.0003 ips: 58.9937 images/s [03/13 19:26:18] ppdet.engine INFO: Epoch: [211] [600/610] learning_rate: 0.047609 loss_vfl: 0.959681 loss_bbox: 0.427179 loss_dfl: 0.411608 loss: 1.789092 eta: 12:20:23 batch_cost: 0.8299 data_cost: 0.0004 ips: 57.8374 images/s [03/13 19:26:32] ppdet.engine INFO: Epoch: [212] [ 0/610] learning_rate: 0.047593 loss_vfl: 0.962595 loss_bbox: 0.431194 loss_dfl: 0.415532 loss: 1.804903 eta: 12:20:15 batch_cost: 0.9616 data_cost: 0.1355 ips: 49.9158 images/s [03/13 19:26:53] ppdet.engine INFO: Epoch: [212] [ 20/610] learning_rate: 0.047560 loss_vfl: 0.899083 loss_bbox: 0.406860 loss_dfl: 0.395001 loss: 1.695763 eta: 12:20:00 batch_cost: 0.9335 data_cost: 0.0003 ips: 51.4204 images/s [03/13 19:27:12] ppdet.engine INFO: Epoch: [212] [ 40/610] learning_rate: 0.047527 loss_vfl: 0.903031 loss_bbox: 0.412721 loss_dfl: 0.405698 loss: 1.733585 eta: 12:19:43 batch_cost: 0.8480 data_cost: 0.0003 ips: 56.6064 images/s [03/13 19:27:30] ppdet.engine INFO: Epoch: [212] [ 60/610] learning_rate: 0.047494 loss_vfl: 0.953853 loss_bbox: 0.431650 loss_dfl: 0.413405 loss: 1.802487 eta: 12:19:27 batch_cost: 0.8136 data_cost: 0.0003 ips: 58.9990 images/s [03/13 19:27:48] ppdet.engine INFO: Epoch: [212] [ 80/610] learning_rate: 0.047461 loss_vfl: 0.957482 loss_bbox: 0.403226 loss_dfl: 0.408214 loss: 1.762830 eta: 12:19:10 batch_cost: 0.8380 data_cost: 0.0004 ips: 57.2784 images/s [03/13 19:28:07] ppdet.engine INFO: Epoch: [212] [100/610] learning_rate: 0.047428 loss_vfl: 0.917627 loss_bbox: 0.406657 loss_dfl: 0.405797 loss: 1.723877 eta: 12:18:54 batch_cost: 0.8251 data_cost: 0.0004 ips: 58.1717 images/s [03/13 19:28:25] ppdet.engine INFO: Epoch: [212] [120/610] learning_rate: 0.047396 loss_vfl: 0.919257 loss_bbox: 0.432556 loss_dfl: 0.403536 loss: 1.758030 eta: 12:18:37 batch_cost: 0.8047 data_cost: 0.0003 ips: 59.6467 images/s [03/13 19:28:43] ppdet.engine INFO: Epoch: [212] [140/610] learning_rate: 0.047363 loss_vfl: 0.922540 loss_bbox: 0.411986 loss_dfl: 0.408351 loss: 1.749409 eta: 12:18:20 batch_cost: 0.7993 data_cost: 0.0003 ips: 60.0548 images/s [03/13 19:29:01] ppdet.engine INFO: Epoch: [212] [160/610] learning_rate: 0.047330 loss_vfl: 0.953471 loss_bbox: 0.424768 loss_dfl: 0.414199 loss: 1.783754 eta: 12:18:03 batch_cost: 0.7976 data_cost: 0.0003 ips: 60.1811 images/s [03/13 19:29:19] ppdet.engine INFO: Epoch: [212] [180/610] learning_rate: 0.047297 loss_vfl: 0.949164 loss_bbox: 0.418110 loss_dfl: 0.409820 loss: 1.759345 eta: 12:17:46 batch_cost: 0.7646 data_cost: 0.0003 ips: 62.7753 images/s [03/13 19:29:37] ppdet.engine INFO: Epoch: [212] [200/610] learning_rate: 0.047264 loss_vfl: 0.916065 loss_bbox: 0.419123 loss_dfl: 0.403655 loss: 1.734379 eta: 12:17:29 batch_cost: 0.7973 data_cost: 0.0003 ips: 60.2015 images/s [03/13 19:29:55] ppdet.engine INFO: Epoch: [212] [220/610] learning_rate: 0.047231 loss_vfl: 1.010139 loss_bbox: 0.440960 loss_dfl: 0.441229 loss: 1.916056 eta: 12:17:13 batch_cost: 0.7945 data_cost: 0.0003 ips: 60.4151 images/s [03/13 19:30:13] ppdet.engine INFO: Epoch: [212] [240/610] learning_rate: 0.047199 loss_vfl: 0.907554 loss_bbox: 0.415314 loss_dfl: 0.407283 loss: 1.710914 eta: 12:16:56 batch_cost: 0.8286 data_cost: 0.0003 ips: 57.9302 images/s [03/13 19:30:31] ppdet.engine INFO: Epoch: [212] [260/610] learning_rate: 0.047166 loss_vfl: 0.938448 loss_bbox: 0.419691 loss_dfl: 0.410779 loss: 1.760882 eta: 12:16:39 batch_cost: 0.7985 data_cost: 0.0009 ips: 60.1164 images/s [03/13 19:30:49] ppdet.engine INFO: Epoch: [212] [280/610] learning_rate: 0.047133 loss_vfl: 0.968685 loss_bbox: 0.425673 loss_dfl: 0.416172 loss: 1.804414 eta: 12:16:22 batch_cost: 0.7808 data_cost: 0.0017 ips: 61.4718 images/s [03/13 19:31:08] ppdet.engine INFO: Epoch: [212] [300/610] learning_rate: 0.047100 loss_vfl: 0.936887 loss_bbox: 0.414424 loss_dfl: 0.410689 loss: 1.766755 eta: 12:16:05 batch_cost: 0.7757 data_cost: 0.0003 ips: 61.8799 images/s [03/13 19:31:25] ppdet.engine INFO: Epoch: [212] [320/610] learning_rate: 0.047067 loss_vfl: 0.900948 loss_bbox: 0.399723 loss_dfl: 0.391535 loss: 1.697641 eta: 12:15:48 batch_cost: 0.7715 data_cost: 0.0003 ips: 62.2171 images/s [03/13 19:31:44] ppdet.engine INFO: Epoch: [212] [340/610] learning_rate: 0.047035 loss_vfl: 0.951539 loss_bbox: 0.396692 loss_dfl: 0.410264 loss: 1.765189 eta: 12:15:32 batch_cost: 0.8298 data_cost: 0.0008 ips: 57.8434 images/s [03/13 19:32:02] ppdet.engine INFO: Epoch: [212] [360/610] learning_rate: 0.047002 loss_vfl: 0.880252 loss_bbox: 0.393657 loss_dfl: 0.388750 loss: 1.672435 eta: 12:15:15 batch_cost: 0.8174 data_cost: 0.0010 ips: 58.7224 images/s [03/13 19:32:20] ppdet.engine INFO: Epoch: [212] [380/610] learning_rate: 0.046969 loss_vfl: 1.009350 loss_bbox: 0.442906 loss_dfl: 0.428003 loss: 1.853893 eta: 12:14:58 batch_cost: 0.7934 data_cost: 0.0003 ips: 60.4982 images/s [03/13 19:32:38] ppdet.engine INFO: Epoch: [212] [400/610] learning_rate: 0.046936 loss_vfl: 0.916948 loss_bbox: 0.403869 loss_dfl: 0.402567 loss: 1.740618 eta: 12:14:42 batch_cost: 0.8043 data_cost: 0.0010 ips: 59.6787 images/s [03/13 19:32:56] ppdet.engine INFO: Epoch: [212] [420/610] learning_rate: 0.046904 loss_vfl: 0.906136 loss_bbox: 0.401665 loss_dfl: 0.387525 loss: 1.711491 eta: 12:14:25 batch_cost: 0.7916 data_cost: 0.0003 ips: 60.6362 images/s [03/13 19:33:13] ppdet.engine INFO: Epoch: [212] [440/610] learning_rate: 0.046871 loss_vfl: 0.958473 loss_bbox: 0.427189 loss_dfl: 0.415899 loss: 1.811308 eta: 12:14:08 batch_cost: 0.7601 data_cost: 0.0009 ips: 63.1517 images/s [03/13 19:33:31] ppdet.engine INFO: Epoch: [212] [460/610] learning_rate: 0.046838 loss_vfl: 0.944574 loss_bbox: 0.414358 loss_dfl: 0.416043 loss: 1.761827 eta: 12:13:51 batch_cost: 0.7905 data_cost: 0.0002 ips: 60.7248 images/s [03/13 19:33:49] ppdet.engine INFO: Epoch: [212] [480/610] learning_rate: 0.046805 loss_vfl: 0.913455 loss_bbox: 0.402392 loss_dfl: 0.410404 loss: 1.736608 eta: 12:13:34 batch_cost: 0.7932 data_cost: 0.0003 ips: 60.5106 images/s [03/13 19:34:06] ppdet.engine INFO: Epoch: [212] [500/610] learning_rate: 0.046773 loss_vfl: 0.917295 loss_bbox: 0.416186 loss_dfl: 0.402512 loss: 1.734494 eta: 12:13:17 batch_cost: 0.8147 data_cost: 0.0013 ips: 58.9186 images/s [03/13 19:34:26] ppdet.engine INFO: Epoch: [212] [520/610] learning_rate: 0.046740 loss_vfl: 0.965070 loss_bbox: 0.423640 loss_dfl: 0.401002 loss: 1.770195 eta: 12:13:01 batch_cost: 0.8350 data_cost: 0.0015 ips: 57.4832 images/s [03/13 19:34:44] ppdet.engine INFO: Epoch: [212] [540/610] learning_rate: 0.046707 loss_vfl: 0.965489 loss_bbox: 0.414841 loss_dfl: 0.425701 loss: 1.815589 eta: 12:12:44 batch_cost: 0.7626 data_cost: 0.0003 ips: 62.9405 images/s [03/13 19:35:02] ppdet.engine INFO: Epoch: [212] [560/610] learning_rate: 0.046675 loss_vfl: 0.954261 loss_bbox: 0.416707 loss_dfl: 0.419001 loss: 1.783263 eta: 12:12:27 batch_cost: 0.7869 data_cost: 0.0014 ips: 60.9954 images/s [03/13 19:35:19] ppdet.engine INFO: Epoch: [212] [580/610] learning_rate: 0.046642 loss_vfl: 0.910978 loss_bbox: 0.406803 loss_dfl: 0.386505 loss: 1.700879 eta: 12:12:10 batch_cost: 0.7684 data_cost: 0.0003 ips: 62.4685 images/s [03/13 19:35:37] ppdet.engine INFO: Epoch: [212] [600/610] learning_rate: 0.046609 loss_vfl: 0.937418 loss_bbox: 0.417440 loss_dfl: 0.411039 loss: 1.761293 eta: 12:11:53 batch_cost: 0.7772 data_cost: 0.0013 ips: 61.7607 images/s [03/13 19:35:52] ppdet.engine INFO: Epoch: [213] [ 0/610] learning_rate: 0.046593 loss_vfl: 0.904427 loss_bbox: 0.412704 loss_dfl: 0.407452 loss: 1.730667 eta: 12:11:47 batch_cost: 1.0455 data_cost: 0.3138 ips: 45.9110 images/s [03/13 19:36:12] ppdet.engine INFO: Epoch: [213] [ 20/610] learning_rate: 0.046560 loss_vfl: 0.900460 loss_bbox: 0.413386 loss_dfl: 0.396050 loss: 1.717918 eta: 12:11:31 batch_cost: 0.9023 data_cost: 0.0011 ips: 53.1993 images/s [03/13 19:36:30] ppdet.engine INFO: Epoch: [213] [ 40/610] learning_rate: 0.046528 loss_vfl: 0.947360 loss_bbox: 0.425277 loss_dfl: 0.419996 loss: 1.800748 eta: 12:11:13 batch_cost: 0.7488 data_cost: 0.0009 ips: 64.1038 images/s [03/13 19:36:47] ppdet.engine INFO: Epoch: [213] [ 60/610] learning_rate: 0.046495 loss_vfl: 0.981330 loss_bbox: 0.443540 loss_dfl: 0.428239 loss: 1.865328 eta: 12:10:56 batch_cost: 0.7689 data_cost: 0.0003 ips: 62.4263 images/s [03/13 19:37:05] ppdet.engine INFO: Epoch: [213] [ 80/610] learning_rate: 0.046463 loss_vfl: 0.867738 loss_bbox: 0.368222 loss_dfl: 0.379240 loss: 1.605814 eta: 12:10:40 batch_cost: 0.8000 data_cost: 0.0010 ips: 59.9986 images/s [03/13 19:37:24] ppdet.engine INFO: Epoch: [213] [100/610] learning_rate: 0.046430 loss_vfl: 0.925819 loss_bbox: 0.430500 loss_dfl: 0.418065 loss: 1.777262 eta: 12:10:23 batch_cost: 0.8155 data_cost: 0.0003 ips: 58.8630 images/s [03/13 19:37:42] ppdet.engine INFO: Epoch: [213] [120/610] learning_rate: 0.046397 loss_vfl: 0.883244 loss_bbox: 0.396778 loss_dfl: 0.388236 loss: 1.660730 eta: 12:10:06 batch_cost: 0.7942 data_cost: 0.0003 ips: 60.4373 images/s [03/13 19:37:59] ppdet.engine INFO: Epoch: [213] [140/610] learning_rate: 0.046365 loss_vfl: 0.935058 loss_bbox: 0.399878 loss_dfl: 0.400871 loss: 1.745511 eta: 12:09:49 batch_cost: 0.7794 data_cost: 0.0003 ips: 61.5841 images/s [03/13 19:38:17] ppdet.engine INFO: Epoch: [213] [160/610] learning_rate: 0.046332 loss_vfl: 0.935957 loss_bbox: 0.416154 loss_dfl: 0.402647 loss: 1.754125 eta: 12:09:33 batch_cost: 0.8105 data_cost: 0.0003 ips: 59.2258 images/s [03/13 19:38:36] ppdet.engine INFO: Epoch: [213] [180/610] learning_rate: 0.046300 loss_vfl: 0.937383 loss_bbox: 0.442740 loss_dfl: 0.419772 loss: 1.802230 eta: 12:09:16 batch_cost: 0.8098 data_cost: 0.0003 ips: 59.2710 images/s [03/13 19:38:53] ppdet.engine INFO: Epoch: [213] [200/610] learning_rate: 0.046267 loss_vfl: 0.992584 loss_bbox: 0.453495 loss_dfl: 0.427463 loss: 1.878495 eta: 12:08:59 batch_cost: 0.7952 data_cost: 0.0003 ips: 60.3639 images/s [03/13 19:39:11] ppdet.engine INFO: Epoch: [213] [220/610] learning_rate: 0.046234 loss_vfl: 1.000444 loss_bbox: 0.449640 loss_dfl: 0.435823 loss: 1.899909 eta: 12:08:42 batch_cost: 0.7646 data_cost: 0.0009 ips: 62.7749 images/s [03/13 19:39:29] ppdet.engine INFO: Epoch: [213] [240/610] learning_rate: 0.046202 loss_vfl: 0.971914 loss_bbox: 0.414052 loss_dfl: 0.418332 loss: 1.807317 eta: 12:08:25 batch_cost: 0.8196 data_cost: 0.0019 ips: 58.5665 images/s [03/13 19:39:47] ppdet.engine INFO: Epoch: [213] [260/610] learning_rate: 0.046169 loss_vfl: 0.989825 loss_bbox: 0.446627 loss_dfl: 0.436084 loss: 1.883893 eta: 12:08:08 batch_cost: 0.7578 data_cost: 0.0010 ips: 63.3415 images/s [03/13 19:40:04] ppdet.engine INFO: Epoch: [213] [280/610] learning_rate: 0.046137 loss_vfl: 0.929431 loss_bbox: 0.415492 loss_dfl: 0.403180 loss: 1.755857 eta: 12:07:51 batch_cost: 0.7726 data_cost: 0.0008 ips: 62.1314 images/s [03/13 19:40:21] ppdet.engine INFO: Epoch: [213] [300/610] learning_rate: 0.046104 loss_vfl: 0.930288 loss_bbox: 0.420002 loss_dfl: 0.404476 loss: 1.755056 eta: 12:07:34 batch_cost: 0.7842 data_cost: 0.0003 ips: 61.2116 images/s [03/13 19:40:40] ppdet.engine INFO: Epoch: [213] [320/610] learning_rate: 0.046072 loss_vfl: 0.912314 loss_bbox: 0.417184 loss_dfl: 0.407522 loss: 1.730467 eta: 12:07:18 batch_cost: 0.8122 data_cost: 0.0003 ips: 59.0992 images/s [03/13 19:40:58] ppdet.engine INFO: Epoch: [213] [340/610] learning_rate: 0.046039 loss_vfl: 0.938311 loss_bbox: 0.427491 loss_dfl: 0.419295 loss: 1.759608 eta: 12:07:01 batch_cost: 0.7996 data_cost: 0.0003 ips: 60.0269 images/s [03/13 19:41:16] ppdet.engine INFO: Epoch: [213] [360/610] learning_rate: 0.046007 loss_vfl: 0.921072 loss_bbox: 0.414885 loss_dfl: 0.403353 loss: 1.744101 eta: 12:06:44 batch_cost: 0.7902 data_cost: 0.0015 ips: 60.7415 images/s [03/13 19:41:34] ppdet.engine INFO: Epoch: [213] [380/610] learning_rate: 0.045974 loss_vfl: 0.945079 loss_bbox: 0.419197 loss_dfl: 0.419446 loss: 1.795803 eta: 12:06:27 batch_cost: 0.8100 data_cost: 0.0009 ips: 59.2604 images/s [03/13 19:41:52] ppdet.engine INFO: Epoch: [213] [400/610] learning_rate: 0.045942 loss_vfl: 0.916880 loss_bbox: 0.415082 loss_dfl: 0.415027 loss: 1.734534 eta: 12:06:11 batch_cost: 0.7975 data_cost: 0.0003 ips: 60.1883 images/s [03/13 19:42:11] ppdet.engine INFO: Epoch: [213] [420/610] learning_rate: 0.045909 loss_vfl: 0.888900 loss_bbox: 0.407281 loss_dfl: 0.387533 loss: 1.677011 eta: 12:05:54 batch_cost: 0.8368 data_cost: 0.0011 ips: 57.3627 images/s [03/13 19:42:28] ppdet.engine INFO: Epoch: [213] [440/610] learning_rate: 0.045877 loss_vfl: 0.932608 loss_bbox: 0.425679 loss_dfl: 0.414940 loss: 1.767661 eta: 12:05:37 batch_cost: 0.8054 data_cost: 0.0009 ips: 59.6000 images/s [03/13 19:42:46] ppdet.engine INFO: Epoch: [213] [460/610] learning_rate: 0.045845 loss_vfl: 0.916949 loss_bbox: 0.407110 loss_dfl: 0.403069 loss: 1.730267 eta: 12:05:21 batch_cost: 0.7953 data_cost: 0.0003 ips: 60.3562 images/s [03/13 19:43:04] ppdet.engine INFO: Epoch: [213] [480/610] learning_rate: 0.045812 loss_vfl: 0.923138 loss_bbox: 0.405190 loss_dfl: 0.389440 loss: 1.716701 eta: 12:05:04 batch_cost: 0.7571 data_cost: 0.0003 ips: 63.3970 images/s [03/13 19:43:22] ppdet.engine INFO: Epoch: [213] [500/610] learning_rate: 0.045780 loss_vfl: 0.892908 loss_bbox: 0.390379 loss_dfl: 0.388078 loss: 1.673751 eta: 12:04:47 batch_cost: 0.8242 data_cost: 0.0003 ips: 58.2414 images/s [03/13 19:43:39] ppdet.engine INFO: Epoch: [213] [520/610] learning_rate: 0.045747 loss_vfl: 0.910414 loss_bbox: 0.408870 loss_dfl: 0.403885 loss: 1.715648 eta: 12:04:30 batch_cost: 0.7559 data_cost: 0.0003 ips: 63.4988 images/s [03/13 19:43:58] ppdet.engine INFO: Epoch: [213] [540/610] learning_rate: 0.045715 loss_vfl: 0.995131 loss_bbox: 0.457477 loss_dfl: 0.434551 loss: 1.885465 eta: 12:04:13 batch_cost: 0.8199 data_cost: 0.0003 ips: 58.5445 images/s [03/13 19:44:16] ppdet.engine INFO: Epoch: [213] [560/610] learning_rate: 0.045682 loss_vfl: 0.884459 loss_bbox: 0.411429 loss_dfl: 0.388770 loss: 1.666475 eta: 12:03:57 batch_cost: 0.8365 data_cost: 0.0003 ips: 57.3813 images/s [03/13 19:44:34] ppdet.engine INFO: Epoch: [213] [580/610] learning_rate: 0.045650 loss_vfl: 1.014317 loss_bbox: 0.430046 loss_dfl: 0.430114 loss: 1.924052 eta: 12:03:40 batch_cost: 0.8011 data_cost: 0.0009 ips: 59.9144 images/s [03/13 19:44:52] ppdet.engine INFO: Epoch: [213] [600/610] learning_rate: 0.045618 loss_vfl: 0.914571 loss_bbox: 0.426505 loss_dfl: 0.412138 loss: 1.753760 eta: 12:03:23 batch_cost: 0.7842 data_cost: 0.0004 ips: 61.2076 images/s [03/13 19:45:07] ppdet.engine INFO: Epoch: [214] [ 0/610] learning_rate: 0.045601 loss_vfl: 0.948786 loss_bbox: 0.411823 loss_dfl: 0.419193 loss: 1.796268 eta: 12:03:17 batch_cost: 1.0068 data_cost: 0.2820 ips: 47.6767 images/s [03/13 19:45:27] ppdet.engine INFO: Epoch: [214] [ 20/610] learning_rate: 0.045569 loss_vfl: 0.936883 loss_bbox: 0.425833 loss_dfl: 0.414441 loss: 1.779525 eta: 12:03:00 batch_cost: 0.8372 data_cost: 0.0004 ips: 57.3326 images/s [03/13 19:45:45] ppdet.engine INFO: Epoch: [214] [ 40/610] learning_rate: 0.045537 loss_vfl: 0.966422 loss_bbox: 0.440581 loss_dfl: 0.424252 loss: 1.860432 eta: 12:02:44 batch_cost: 0.8326 data_cost: 0.0004 ips: 57.6497 images/s [03/13 19:46:04] ppdet.engine INFO: Epoch: [214] [ 60/610] learning_rate: 0.045504 loss_vfl: 0.975839 loss_bbox: 0.424881 loss_dfl: 0.420827 loss: 1.853884 eta: 12:02:27 batch_cost: 0.8573 data_cost: 0.0003 ips: 55.9880 images/s [03/13 19:46:22] ppdet.engine INFO: Epoch: [214] [ 80/610] learning_rate: 0.045472 loss_vfl: 0.925531 loss_bbox: 0.422200 loss_dfl: 0.405070 loss: 1.769271 eta: 12:02:11 batch_cost: 0.7908 data_cost: 0.0003 ips: 60.6957 images/s [03/13 19:46:40] ppdet.engine INFO: Epoch: [214] [100/610] learning_rate: 0.045440 loss_vfl: 0.916027 loss_bbox: 0.389185 loss_dfl: 0.393719 loss: 1.690685 eta: 12:01:54 batch_cost: 0.8462 data_cost: 0.0009 ips: 56.7258 images/s [03/13 19:46:59] ppdet.engine INFO: Epoch: [214] [120/610] learning_rate: 0.045407 loss_vfl: 0.884214 loss_bbox: 0.408945 loss_dfl: 0.397278 loss: 1.681717 eta: 12:01:38 batch_cost: 0.8222 data_cost: 0.0003 ips: 58.3779 images/s [03/13 19:47:17] ppdet.engine INFO: Epoch: [214] [140/610] learning_rate: 0.045375 loss_vfl: 0.969086 loss_bbox: 0.426025 loss_dfl: 0.419755 loss: 1.813448 eta: 12:01:21 batch_cost: 0.8015 data_cost: 0.0003 ips: 59.8896 images/s [03/13 19:47:34] ppdet.engine INFO: Epoch: [214] [160/610] learning_rate: 0.045343 loss_vfl: 0.976015 loss_bbox: 0.454372 loss_dfl: 0.428479 loss: 1.895945 eta: 12:01:04 batch_cost: 0.7572 data_cost: 0.0012 ips: 63.3900 images/s [03/13 19:47:53] ppdet.engine INFO: Epoch: [214] [180/610] learning_rate: 0.045310 loss_vfl: 0.969975 loss_bbox: 0.422609 loss_dfl: 0.418092 loss: 1.810785 eta: 12:00:47 batch_cost: 0.7939 data_cost: 0.0013 ips: 60.4588 images/s [03/13 19:48:10] ppdet.engine INFO: Epoch: [214] [200/610] learning_rate: 0.045278 loss_vfl: 0.982275 loss_bbox: 0.434791 loss_dfl: 0.431086 loss: 1.831294 eta: 12:00:30 batch_cost: 0.7721 data_cost: 0.0003 ips: 62.1704 images/s [03/13 19:48:28] ppdet.engine INFO: Epoch: [214] [220/610] learning_rate: 0.045246 loss_vfl: 0.937029 loss_bbox: 0.420428 loss_dfl: 0.415163 loss: 1.774870 eta: 12:00:13 batch_cost: 0.7913 data_cost: 0.0003 ips: 60.6605 images/s [03/13 19:48:46] ppdet.engine INFO: Epoch: [214] [240/610] learning_rate: 0.045213 loss_vfl: 0.914575 loss_bbox: 0.406882 loss_dfl: 0.393917 loss: 1.705763 eta: 11:59:56 batch_cost: 0.7842 data_cost: 0.0008 ips: 61.2106 images/s [03/13 19:49:04] ppdet.engine INFO: Epoch: [214] [260/610] learning_rate: 0.045181 loss_vfl: 0.903573 loss_bbox: 0.391087 loss_dfl: 0.388893 loss: 1.707853 eta: 11:59:40 batch_cost: 0.8289 data_cost: 0.0003 ips: 57.9086 images/s [03/13 19:49:22] ppdet.engine INFO: Epoch: [214] [280/610] learning_rate: 0.045149 loss_vfl: 0.938488 loss_bbox: 0.432440 loss_dfl: 0.419513 loss: 1.759830 eta: 11:59:23 batch_cost: 0.8078 data_cost: 0.0003 ips: 59.4212 images/s [03/13 19:49:40] ppdet.engine INFO: Epoch: [214] [300/610] learning_rate: 0.045117 loss_vfl: 0.891801 loss_bbox: 0.405196 loss_dfl: 0.393784 loss: 1.696858 eta: 11:59:06 batch_cost: 0.8055 data_cost: 0.0003 ips: 59.5916 images/s [03/13 19:49:58] ppdet.engine INFO: Epoch: [214] [320/610] learning_rate: 0.045084 loss_vfl: 0.919379 loss_bbox: 0.416803 loss_dfl: 0.406029 loss: 1.749973 eta: 11:58:49 batch_cost: 0.8029 data_cost: 0.0003 ips: 59.7824 images/s [03/13 19:50:16] ppdet.engine INFO: Epoch: [214] [340/610] learning_rate: 0.045052 loss_vfl: 0.924142 loss_bbox: 0.412713 loss_dfl: 0.396627 loss: 1.743535 eta: 11:58:33 batch_cost: 0.7930 data_cost: 0.0003 ips: 60.5259 images/s [03/13 19:50:35] ppdet.engine INFO: Epoch: [214] [360/610] learning_rate: 0.045020 loss_vfl: 0.916269 loss_bbox: 0.415259 loss_dfl: 0.408034 loss: 1.754869 eta: 11:58:16 batch_cost: 0.8002 data_cost: 0.0003 ips: 59.9848 images/s [03/13 19:50:53] ppdet.engine INFO: Epoch: [214] [380/610] learning_rate: 0.044988 loss_vfl: 0.928038 loss_bbox: 0.417113 loss_dfl: 0.412101 loss: 1.756604 eta: 11:57:59 batch_cost: 0.8394 data_cost: 0.0003 ips: 57.1854 images/s [03/13 19:51:11] ppdet.engine INFO: Epoch: [214] [400/610] learning_rate: 0.044956 loss_vfl: 0.932825 loss_bbox: 0.411404 loss_dfl: 0.397040 loss: 1.756758 eta: 11:57:42 batch_cost: 0.7696 data_cost: 0.0023 ips: 62.3714 images/s [03/13 19:51:29] ppdet.engine INFO: Epoch: [214] [420/610] learning_rate: 0.044923 loss_vfl: 0.923085 loss_bbox: 0.408696 loss_dfl: 0.402611 loss: 1.724958 eta: 11:57:26 batch_cost: 0.7886 data_cost: 0.0005 ips: 60.8686 images/s [03/13 19:51:46] ppdet.engine INFO: Epoch: [214] [440/610] learning_rate: 0.044891 loss_vfl: 0.940899 loss_bbox: 0.413787 loss_dfl: 0.405683 loss: 1.745366 eta: 11:57:09 batch_cost: 0.7699 data_cost: 0.0003 ips: 62.3438 images/s [03/13 19:52:04] ppdet.engine INFO: Epoch: [214] [460/610] learning_rate: 0.044859 loss_vfl: 0.951597 loss_bbox: 0.435696 loss_dfl: 0.423445 loss: 1.819897 eta: 11:56:52 batch_cost: 0.8111 data_cost: 0.0004 ips: 59.1804 images/s [03/13 19:52:22] ppdet.engine INFO: Epoch: [214] [480/610] learning_rate: 0.044827 loss_vfl: 0.925782 loss_bbox: 0.407046 loss_dfl: 0.413690 loss: 1.752012 eta: 11:56:35 batch_cost: 0.7936 data_cost: 0.0003 ips: 60.4860 images/s [03/13 19:52:40] ppdet.engine INFO: Epoch: [214] [500/610] learning_rate: 0.044795 loss_vfl: 0.920075 loss_bbox: 0.424885 loss_dfl: 0.402698 loss: 1.763864 eta: 11:56:18 batch_cost: 0.7733 data_cost: 0.0009 ips: 62.0695 images/s [03/13 19:52:59] ppdet.engine INFO: Epoch: [214] [520/610] learning_rate: 0.044763 loss_vfl: 0.975076 loss_bbox: 0.434838 loss_dfl: 0.440409 loss: 1.860901 eta: 11:56:02 batch_cost: 0.8198 data_cost: 0.0003 ips: 58.5507 images/s [03/13 19:53:17] ppdet.engine INFO: Epoch: [214] [540/610] learning_rate: 0.044730 loss_vfl: 0.938370 loss_bbox: 0.418712 loss_dfl: 0.409227 loss: 1.754589 eta: 11:55:45 batch_cost: 0.8081 data_cost: 0.0003 ips: 59.4013 images/s [03/13 19:53:36] ppdet.engine INFO: Epoch: [214] [560/610] learning_rate: 0.044698 loss_vfl: 0.977662 loss_bbox: 0.458286 loss_dfl: 0.431505 loss: 1.860126 eta: 11:55:28 batch_cost: 0.8400 data_cost: 0.0003 ips: 57.1404 images/s [03/13 19:53:54] ppdet.engine INFO: Epoch: [214] [580/610] learning_rate: 0.044666 loss_vfl: 0.936969 loss_bbox: 0.432824 loss_dfl: 0.425249 loss: 1.798199 eta: 11:55:12 batch_cost: 0.8359 data_cost: 0.0003 ips: 57.4206 images/s [03/13 19:54:13] ppdet.engine INFO: Epoch: [214] [600/610] learning_rate: 0.044634 loss_vfl: 0.940907 loss_bbox: 0.412380 loss_dfl: 0.400219 loss: 1.745802 eta: 11:54:55 batch_cost: 0.8298 data_cost: 0.0004 ips: 57.8450 images/s [03/13 19:54:28] ppdet.engine INFO: Epoch: [215] [ 0/610] learning_rate: 0.044618 loss_vfl: 0.945497 loss_bbox: 0.415601 loss_dfl: 0.420307 loss: 1.777589 eta: 11:54:49 batch_cost: 1.0131 data_cost: 0.2665 ips: 47.3783 images/s [03/13 19:54:49] ppdet.engine INFO: Epoch: [215] [ 20/610] learning_rate: 0.044586 loss_vfl: 0.929131 loss_bbox: 0.408633 loss_dfl: 0.411815 loss: 1.741364 eta: 11:54:33 batch_cost: 0.9319 data_cost: 0.0003 ips: 51.5052 images/s [03/13 19:55:07] ppdet.engine INFO: Epoch: [215] [ 40/610] learning_rate: 0.044554 loss_vfl: 0.966830 loss_bbox: 0.425175 loss_dfl: 0.430955 loss: 1.838122 eta: 11:54:16 batch_cost: 0.8134 data_cost: 0.0003 ips: 59.0115 images/s [03/13 19:55:26] ppdet.engine INFO: Epoch: [215] [ 60/610] learning_rate: 0.044522 loss_vfl: 0.996761 loss_bbox: 0.449235 loss_dfl: 0.441923 loss: 1.897081 eta: 11:54:00 batch_cost: 0.8339 data_cost: 0.0003 ips: 57.5633 images/s [03/13 19:55:44] ppdet.engine INFO: Epoch: [215] [ 80/610] learning_rate: 0.044490 loss_vfl: 0.901136 loss_bbox: 0.414450 loss_dfl: 0.402297 loss: 1.716082 eta: 11:53:43 batch_cost: 0.8115 data_cost: 0.0014 ips: 59.1497 images/s [03/13 19:56:02] ppdet.engine INFO: Epoch: [215] [100/610] learning_rate: 0.044458 loss_vfl: 0.873569 loss_bbox: 0.394643 loss_dfl: 0.390781 loss: 1.644437 eta: 11:53:26 batch_cost: 0.7811 data_cost: 0.0003 ips: 61.4502 images/s [03/13 19:56:20] ppdet.engine INFO: Epoch: [215] [120/610] learning_rate: 0.044425 loss_vfl: 0.908990 loss_bbox: 0.407596 loss_dfl: 0.405630 loss: 1.744087 eta: 11:53:09 batch_cost: 0.7636 data_cost: 0.0003 ips: 62.8578 images/s [03/13 19:56:39] ppdet.engine INFO: Epoch: [215] [140/610] learning_rate: 0.044393 loss_vfl: 0.984463 loss_bbox: 0.444719 loss_dfl: 0.428263 loss: 1.867649 eta: 11:52:53 batch_cost: 0.8459 data_cost: 0.0009 ips: 56.7463 images/s [03/13 19:56:56] ppdet.engine INFO: Epoch: [215] [160/610] learning_rate: 0.044361 loss_vfl: 0.949490 loss_bbox: 0.425851 loss_dfl: 0.414704 loss: 1.779142 eta: 11:52:36 batch_cost: 0.7454 data_cost: 0.0006 ips: 64.3912 images/s [03/13 19:57:13] ppdet.engine INFO: Epoch: [215] [180/610] learning_rate: 0.044329 loss_vfl: 0.894912 loss_bbox: 0.402386 loss_dfl: 0.399546 loss: 1.682258 eta: 11:52:19 batch_cost: 0.7703 data_cost: 0.0003 ips: 62.3157 images/s [03/13 19:57:30] ppdet.engine INFO: Epoch: [215] [200/610] learning_rate: 0.044297 loss_vfl: 0.938457 loss_bbox: 0.414539 loss_dfl: 0.409424 loss: 1.747459 eta: 11:52:02 batch_cost: 0.7735 data_cost: 0.0003 ips: 62.0518 images/s [03/13 19:57:49] ppdet.engine INFO: Epoch: [215] [220/610] learning_rate: 0.044265 loss_vfl: 0.892025 loss_bbox: 0.399901 loss_dfl: 0.380699 loss: 1.636914 eta: 11:51:45 batch_cost: 0.8473 data_cost: 0.0003 ips: 56.6484 images/s [03/13 19:58:07] ppdet.engine INFO: Epoch: [215] [240/610] learning_rate: 0.044233 loss_vfl: 0.908610 loss_bbox: 0.419302 loss_dfl: 0.410558 loss: 1.760250 eta: 11:51:29 batch_cost: 0.8124 data_cost: 0.0003 ips: 59.0824 images/s [03/13 19:58:26] ppdet.engine INFO: Epoch: [215] [260/610] learning_rate: 0.044201 loss_vfl: 0.912769 loss_bbox: 0.389659 loss_dfl: 0.390947 loss: 1.702573 eta: 11:51:12 batch_cost: 0.8062 data_cost: 0.0003 ips: 59.5421 images/s [03/13 19:58:44] ppdet.engine INFO: Epoch: [215] [280/610] learning_rate: 0.044169 loss_vfl: 0.952174 loss_bbox: 0.432131 loss_dfl: 0.425509 loss: 1.809215 eta: 11:50:55 batch_cost: 0.8223 data_cost: 0.0003 ips: 58.3755 images/s [03/13 19:59:02] ppdet.engine INFO: Epoch: [215] [300/610] learning_rate: 0.044137 loss_vfl: 0.890967 loss_bbox: 0.390485 loss_dfl: 0.379627 loss: 1.643316 eta: 11:50:39 batch_cost: 0.8075 data_cost: 0.0003 ips: 59.4450 images/s [03/13 19:59:20] ppdet.engine INFO: Epoch: [215] [320/610] learning_rate: 0.044105 loss_vfl: 0.899922 loss_bbox: 0.398366 loss_dfl: 0.392654 loss: 1.688303 eta: 11:50:22 batch_cost: 0.7720 data_cost: 0.0003 ips: 62.1729 images/s [03/13 19:59:37] ppdet.engine INFO: Epoch: [215] [340/610] learning_rate: 0.044073 loss_vfl: 0.895220 loss_bbox: 0.382528 loss_dfl: 0.384884 loss: 1.667668 eta: 11:50:05 batch_cost: 0.7861 data_cost: 0.0003 ips: 61.0642 images/s [03/13 19:59:55] ppdet.engine INFO: Epoch: [215] [360/610] learning_rate: 0.044041 loss_vfl: 0.905110 loss_bbox: 0.417502 loss_dfl: 0.403128 loss: 1.723756 eta: 11:49:48 batch_cost: 0.7946 data_cost: 0.0003 ips: 60.4092 images/s [03/13 20:00:13] ppdet.engine INFO: Epoch: [215] [380/610] learning_rate: 0.044009 loss_vfl: 1.025813 loss_bbox: 0.445692 loss_dfl: 0.436880 loss: 1.919625 eta: 11:49:31 batch_cost: 0.7921 data_cost: 0.0003 ips: 60.5996 images/s [03/13 20:00:31] ppdet.engine INFO: Epoch: [215] [400/610] learning_rate: 0.043978 loss_vfl: 0.868153 loss_bbox: 0.381007 loss_dfl: 0.381562 loss: 1.622296 eta: 11:49:14 batch_cost: 0.7915 data_cost: 0.0003 ips: 60.6428 images/s [03/13 20:00:50] ppdet.engine INFO: Epoch: [215] [420/610] learning_rate: 0.043946 loss_vfl: 0.874480 loss_bbox: 0.373384 loss_dfl: 0.366636 loss: 1.639009 eta: 11:48:58 batch_cost: 0.7880 data_cost: 0.0003 ips: 60.9172 images/s [03/13 20:01:08] ppdet.engine INFO: Epoch: [215] [440/610] learning_rate: 0.043914 loss_vfl: 0.936502 loss_bbox: 0.396868 loss_dfl: 0.404672 loss: 1.720363 eta: 11:48:41 batch_cost: 0.8017 data_cost: 0.0003 ips: 59.8727 images/s [03/13 20:01:26] ppdet.engine INFO: Epoch: [215] [460/610] learning_rate: 0.043882 loss_vfl: 0.934858 loss_bbox: 0.413276 loss_dfl: 0.397645 loss: 1.756723 eta: 11:48:24 batch_cost: 0.8019 data_cost: 0.0003 ips: 59.8558 images/s [03/13 20:01:44] ppdet.engine INFO: Epoch: [215] [480/610] learning_rate: 0.043850 loss_vfl: 0.914928 loss_bbox: 0.411898 loss_dfl: 0.394899 loss: 1.725819 eta: 11:48:07 batch_cost: 0.7945 data_cost: 0.0009 ips: 60.4189 images/s [03/13 20:02:03] ppdet.engine INFO: Epoch: [215] [500/610] learning_rate: 0.043818 loss_vfl: 0.953310 loss_bbox: 0.422488 loss_dfl: 0.414254 loss: 1.789373 eta: 11:47:51 batch_cost: 0.8566 data_cost: 0.0014 ips: 56.0322 images/s [03/13 20:02:21] ppdet.engine INFO: Epoch: [215] [520/610] learning_rate: 0.043786 loss_vfl: 0.954157 loss_bbox: 0.417262 loss_dfl: 0.407704 loss: 1.766920 eta: 11:47:34 batch_cost: 0.7924 data_cost: 0.0003 ips: 60.5754 images/s [03/13 20:02:39] ppdet.engine INFO: Epoch: [215] [540/610] learning_rate: 0.043754 loss_vfl: 0.942428 loss_bbox: 0.435122 loss_dfl: 0.419235 loss: 1.775686 eta: 11:47:17 batch_cost: 0.7728 data_cost: 0.0003 ips: 62.1117 images/s [03/13 20:02:57] ppdet.engine INFO: Epoch: [215] [560/610] learning_rate: 0.043722 loss_vfl: 0.994875 loss_bbox: 0.442687 loss_dfl: 0.423203 loss: 1.844787 eta: 11:47:01 batch_cost: 0.8299 data_cost: 0.0003 ips: 57.8384 images/s [03/13 20:03:15] ppdet.engine INFO: Epoch: [215] [580/610] learning_rate: 0.043691 loss_vfl: 0.945732 loss_bbox: 0.408901 loss_dfl: 0.400071 loss: 1.740212 eta: 11:46:44 batch_cost: 0.8058 data_cost: 0.0003 ips: 59.5651 images/s [03/13 20:03:32] ppdet.engine INFO: Epoch: [215] [600/610] learning_rate: 0.043659 loss_vfl: 0.944185 loss_bbox: 0.414454 loss_dfl: 0.417558 loss: 1.797071 eta: 11:46:27 batch_cost: 0.7986 data_cost: 0.0004 ips: 60.1086 images/s [03/13 20:03:46] ppdet.engine INFO: Epoch: [216] [ 0/610] learning_rate: 0.043643 loss_vfl: 0.944185 loss_bbox: 0.414454 loss_dfl: 0.421118 loss: 1.797071 eta: 11:46:20 batch_cost: 0.9318 data_cost: 0.1612 ips: 51.5134 images/s [03/13 20:04:06] ppdet.engine INFO: Epoch: [216] [ 20/610] learning_rate: 0.043611 loss_vfl: 0.935107 loss_bbox: 0.408404 loss_dfl: 0.406454 loss: 1.764188 eta: 11:46:04 batch_cost: 0.8517 data_cost: 0.0003 ips: 56.3556 images/s [03/13 20:04:25] ppdet.engine INFO: Epoch: [216] [ 40/610] learning_rate: 0.043579 loss_vfl: 0.899253 loss_bbox: 0.395303 loss_dfl: 0.399046 loss: 1.693593 eta: 11:45:47 batch_cost: 0.8037 data_cost: 0.0005 ips: 59.7227 images/s [03/13 20:04:43] ppdet.engine INFO: Epoch: [216] [ 60/610] learning_rate: 0.043547 loss_vfl: 0.847454 loss_bbox: 0.362489 loss_dfl: 0.373410 loss: 1.573425 eta: 11:45:30 batch_cost: 0.8033 data_cost: 0.0007 ips: 59.7553 images/s [03/13 20:05:01] ppdet.engine INFO: Epoch: [216] [ 80/610] learning_rate: 0.043515 loss_vfl: 0.906720 loss_bbox: 0.410502 loss_dfl: 0.389589 loss: 1.721296 eta: 11:45:14 batch_cost: 0.7992 data_cost: 0.0006 ips: 60.0624 images/s [03/13 20:05:20] ppdet.engine INFO: Epoch: [216] [100/610] learning_rate: 0.043484 loss_vfl: 0.920077 loss_bbox: 0.413085 loss_dfl: 0.395395 loss: 1.698354 eta: 11:44:57 batch_cost: 0.8495 data_cost: 0.0005 ips: 56.5052 images/s [03/13 20:05:38] ppdet.engine INFO: Epoch: [216] [120/610] learning_rate: 0.043452 loss_vfl: 0.927582 loss_bbox: 0.426148 loss_dfl: 0.403182 loss: 1.751688 eta: 11:44:41 batch_cost: 0.8182 data_cost: 0.0004 ips: 58.6667 images/s [03/13 20:05:57] ppdet.engine INFO: Epoch: [216] [140/610] learning_rate: 0.043420 loss_vfl: 0.949107 loss_bbox: 0.407808 loss_dfl: 0.412728 loss: 1.769702 eta: 11:44:24 batch_cost: 0.7924 data_cost: 0.0003 ips: 60.5753 images/s [03/13 20:06:15] ppdet.engine INFO: Epoch: [216] [160/610] learning_rate: 0.043388 loss_vfl: 0.925701 loss_bbox: 0.430609 loss_dfl: 0.416822 loss: 1.767165 eta: 11:44:07 batch_cost: 0.8061 data_cost: 0.0003 ips: 59.5427 images/s [03/13 20:06:32] ppdet.engine INFO: Epoch: [216] [180/610] learning_rate: 0.043357 loss_vfl: 0.977734 loss_bbox: 0.415714 loss_dfl: 0.409493 loss: 1.790649 eta: 11:43:50 batch_cost: 0.7430 data_cost: 0.0003 ips: 64.6035 images/s [03/13 20:06:50] ppdet.engine INFO: Epoch: [216] [200/610] learning_rate: 0.043325 loss_vfl: 0.934366 loss_bbox: 0.439949 loss_dfl: 0.420684 loss: 1.824335 eta: 11:43:33 batch_cost: 0.8025 data_cost: 0.0003 ips: 59.8098 images/s [03/13 20:07:08] ppdet.engine INFO: Epoch: [216] [220/610] learning_rate: 0.043293 loss_vfl: 0.923960 loss_bbox: 0.417454 loss_dfl: 0.405400 loss: 1.741689 eta: 11:43:16 batch_cost: 0.8019 data_cost: 0.0003 ips: 59.8607 images/s [03/13 20:07:26] ppdet.engine INFO: Epoch: [216] [240/610] learning_rate: 0.043261 loss_vfl: 0.914148 loss_bbox: 0.396585 loss_dfl: 0.397812 loss: 1.717570 eta: 11:42:59 batch_cost: 0.7702 data_cost: 0.0010 ips: 62.3192 images/s [03/13 20:07:43] ppdet.engine INFO: Epoch: [216] [260/610] learning_rate: 0.043230 loss_vfl: 0.981407 loss_bbox: 0.413685 loss_dfl: 0.425758 loss: 1.844411 eta: 11:42:43 batch_cost: 0.7924 data_cost: 0.0010 ips: 60.5745 images/s [03/13 20:08:02] ppdet.engine INFO: Epoch: [216] [280/610] learning_rate: 0.043198 loss_vfl: 0.947706 loss_bbox: 0.442025 loss_dfl: 0.418476 loss: 1.806754 eta: 11:42:26 batch_cost: 0.8383 data_cost: 0.0009 ips: 57.2596 images/s [03/13 20:08:20] ppdet.engine INFO: Epoch: [216] [300/610] learning_rate: 0.043166 loss_vfl: 0.913677 loss_bbox: 0.411690 loss_dfl: 0.397182 loss: 1.720472 eta: 11:42:09 batch_cost: 0.7901 data_cost: 0.0003 ips: 60.7535 images/s [03/13 20:08:37] ppdet.engine INFO: Epoch: [216] [320/610] learning_rate: 0.043135 loss_vfl: 0.946159 loss_bbox: 0.415212 loss_dfl: 0.404955 loss: 1.776195 eta: 11:41:52 batch_cost: 0.7899 data_cost: 0.0013 ips: 60.7682 images/s [03/13 20:08:55] ppdet.engine INFO: Epoch: [216] [340/610] learning_rate: 0.043103 loss_vfl: 0.915355 loss_bbox: 0.429704 loss_dfl: 0.396402 loss: 1.718312 eta: 11:41:36 batch_cost: 0.7900 data_cost: 0.0003 ips: 60.7596 images/s [03/13 20:09:12] ppdet.engine INFO: Epoch: [216] [360/610] learning_rate: 0.043071 loss_vfl: 0.954013 loss_bbox: 0.436636 loss_dfl: 0.425889 loss: 1.805968 eta: 11:41:19 batch_cost: 0.7756 data_cost: 0.0003 ips: 61.8868 images/s [03/13 20:09:30] ppdet.engine INFO: Epoch: [216] [380/610] learning_rate: 0.043040 loss_vfl: 0.967978 loss_bbox: 0.435356 loss_dfl: 0.427884 loss: 1.797584 eta: 11:41:02 batch_cost: 0.7576 data_cost: 0.0008 ips: 63.3540 images/s [03/13 20:09:47] ppdet.engine INFO: Epoch: [216] [400/610] learning_rate: 0.043008 loss_vfl: 0.939780 loss_bbox: 0.426697 loss_dfl: 0.411790 loss: 1.789016 eta: 11:40:45 batch_cost: 0.7746 data_cost: 0.0009 ips: 61.9649 images/s [03/13 20:10:05] ppdet.engine INFO: Epoch: [216] [420/610] learning_rate: 0.042976 loss_vfl: 0.872221 loss_bbox: 0.372924 loss_dfl: 0.385972 loss: 1.644335 eta: 11:40:28 batch_cost: 0.7796 data_cost: 0.0003 ips: 61.5737 images/s [03/13 20:10:24] ppdet.engine INFO: Epoch: [216] [440/610] learning_rate: 0.042945 loss_vfl: 1.005926 loss_bbox: 0.425341 loss_dfl: 0.416227 loss: 1.831004 eta: 11:40:11 batch_cost: 0.8272 data_cost: 0.0009 ips: 58.0249 images/s [03/13 20:10:41] ppdet.engine INFO: Epoch: [216] [460/610] learning_rate: 0.042913 loss_vfl: 0.923105 loss_bbox: 0.405538 loss_dfl: 0.401278 loss: 1.740820 eta: 11:39:54 batch_cost: 0.7684 data_cost: 0.0013 ips: 62.4692 images/s [03/13 20:10:59] ppdet.engine INFO: Epoch: [216] [480/610] learning_rate: 0.042881 loss_vfl: 0.927372 loss_bbox: 0.416367 loss_dfl: 0.398458 loss: 1.740956 eta: 11:39:37 batch_cost: 0.7799 data_cost: 0.0004 ips: 61.5429 images/s [03/13 20:11:17] ppdet.engine INFO: Epoch: [216] [500/610] learning_rate: 0.042850 loss_vfl: 0.938198 loss_bbox: 0.424232 loss_dfl: 0.415807 loss: 1.765165 eta: 11:39:20 batch_cost: 0.7624 data_cost: 0.0004 ips: 62.9630 images/s [03/13 20:11:34] ppdet.engine INFO: Epoch: [216] [520/610] learning_rate: 0.042818 loss_vfl: 0.859613 loss_bbox: 0.383770 loss_dfl: 0.385092 loss: 1.633455 eta: 11:39:04 batch_cost: 0.8022 data_cost: 0.0013 ips: 59.8319 images/s [03/13 20:11:52] ppdet.engine INFO: Epoch: [216] [540/610] learning_rate: 0.042786 loss_vfl: 0.885605 loss_bbox: 0.390443 loss_dfl: 0.394588 loss: 1.677130 eta: 11:38:47 batch_cost: 0.7945 data_cost: 0.0010 ips: 60.4137 images/s [03/13 20:12:10] ppdet.engine INFO: Epoch: [216] [560/610] learning_rate: 0.042755 loss_vfl: 0.920742 loss_bbox: 0.393590 loss_dfl: 0.404863 loss: 1.709822 eta: 11:38:30 batch_cost: 0.7826 data_cost: 0.0003 ips: 61.3370 images/s [03/13 20:12:28] ppdet.engine INFO: Epoch: [216] [580/610] learning_rate: 0.042723 loss_vfl: 0.922603 loss_bbox: 0.404884 loss_dfl: 0.397319 loss: 1.728651 eta: 11:38:13 batch_cost: 0.8185 data_cost: 0.0003 ips: 58.6406 images/s [03/13 20:12:45] ppdet.engine INFO: Epoch: [216] [600/610] learning_rate: 0.042692 loss_vfl: 0.906701 loss_bbox: 0.409832 loss_dfl: 0.399306 loss: 1.702906 eta: 11:37:57 batch_cost: 0.7951 data_cost: 0.0004 ips: 60.3693 images/s [03/13 20:12:59] ppdet.engine INFO: Epoch: [217] [ 0/610] learning_rate: 0.042676 loss_vfl: 0.915334 loss_bbox: 0.424425 loss_dfl: 0.407796 loss: 1.733741 eta: 11:37:49 batch_cost: 0.9630 data_cost: 0.2053 ips: 49.8459 images/s [03/13 20:13:19] ppdet.engine INFO: Epoch: [217] [ 20/610] learning_rate: 0.042644 loss_vfl: 0.941238 loss_bbox: 0.433342 loss_dfl: 0.412738 loss: 1.797302 eta: 11:37:33 batch_cost: 0.9023 data_cost: 0.0372 ips: 53.1975 images/s [03/13 20:13:38] ppdet.engine INFO: Epoch: [217] [ 40/610] learning_rate: 0.042613 loss_vfl: 0.990202 loss_bbox: 0.412982 loss_dfl: 0.414154 loss: 1.815026 eta: 11:37:17 batch_cost: 0.8750 data_cost: 0.0004 ips: 54.8574 images/s [03/13 20:13:57] ppdet.engine INFO: Epoch: [217] [ 60/610] learning_rate: 0.042581 loss_vfl: 0.907236 loss_bbox: 0.403378 loss_dfl: 0.409948 loss: 1.748175 eta: 11:37:01 batch_cost: 0.8374 data_cost: 0.0003 ips: 57.3221 images/s [03/13 20:14:15] ppdet.engine INFO: Epoch: [217] [ 80/610] learning_rate: 0.042550 loss_vfl: 0.887074 loss_bbox: 0.389432 loss_dfl: 0.382521 loss: 1.671831 eta: 11:36:44 batch_cost: 0.8010 data_cost: 0.0024 ips: 59.9273 images/s [03/13 20:14:34] ppdet.engine INFO: Epoch: [217] [100/610] learning_rate: 0.042518 loss_vfl: 0.946168 loss_bbox: 0.417815 loss_dfl: 0.423085 loss: 1.764952 eta: 11:36:27 batch_cost: 0.8209 data_cost: 0.0012 ips: 58.4709 images/s [03/13 20:14:53] ppdet.engine INFO: Epoch: [217] [120/610] learning_rate: 0.042487 loss_vfl: 0.920387 loss_bbox: 0.453926 loss_dfl: 0.428743 loss: 1.796092 eta: 11:36:11 batch_cost: 0.8434 data_cost: 0.0003 ips: 56.9128 images/s [03/13 20:15:10] ppdet.engine INFO: Epoch: [217] [140/610] learning_rate: 0.042455 loss_vfl: 0.910268 loss_bbox: 0.409443 loss_dfl: 0.401241 loss: 1.738047 eta: 11:35:54 batch_cost: 0.7888 data_cost: 0.0003 ips: 60.8535 images/s [03/13 20:15:28] ppdet.engine INFO: Epoch: [217] [160/610] learning_rate: 0.042424 loss_vfl: 0.889068 loss_bbox: 0.375130 loss_dfl: 0.383775 loss: 1.652739 eta: 11:35:38 batch_cost: 0.8012 data_cost: 0.0003 ips: 59.9137 images/s [03/13 20:15:45] ppdet.engine INFO: Epoch: [217] [180/610] learning_rate: 0.042392 loss_vfl: 0.938888 loss_bbox: 0.428890 loss_dfl: 0.420071 loss: 1.805093 eta: 11:35:20 batch_cost: 0.7624 data_cost: 0.0009 ips: 62.9555 images/s [03/13 20:16:03] ppdet.engine INFO: Epoch: [217] [200/610] learning_rate: 0.042361 loss_vfl: 0.951177 loss_bbox: 0.413869 loss_dfl: 0.413257 loss: 1.777768 eta: 11:35:04 batch_cost: 0.7872 data_cost: 0.0003 ips: 60.9776 images/s [03/13 20:16:22] ppdet.engine INFO: Epoch: [217] [220/610] learning_rate: 0.042329 loss_vfl: 0.930604 loss_bbox: 0.408687 loss_dfl: 0.413951 loss: 1.766136 eta: 11:34:47 batch_cost: 0.8234 data_cost: 0.0003 ips: 58.2960 images/s [03/13 20:16:39] ppdet.engine INFO: Epoch: [217] [240/610] learning_rate: 0.042298 loss_vfl: 0.957435 loss_bbox: 0.432617 loss_dfl: 0.426728 loss: 1.838265 eta: 11:34:30 batch_cost: 0.7805 data_cost: 0.0003 ips: 61.5024 images/s [03/13 20:16:56] ppdet.engine INFO: Epoch: [217] [260/610] learning_rate: 0.042266 loss_vfl: 0.906723 loss_bbox: 0.388607 loss_dfl: 0.388103 loss: 1.673872 eta: 11:34:13 batch_cost: 0.7436 data_cost: 0.0004 ips: 64.5504 images/s [03/13 20:17:14] ppdet.engine INFO: Epoch: [217] [280/610] learning_rate: 0.042235 loss_vfl: 0.876371 loss_bbox: 0.376005 loss_dfl: 0.373063 loss: 1.627455 eta: 11:33:56 batch_cost: 0.8003 data_cost: 0.0003 ips: 59.9799 images/s [03/13 20:17:33] ppdet.engine INFO: Epoch: [217] [300/610] learning_rate: 0.042204 loss_vfl: 0.939943 loss_bbox: 0.398921 loss_dfl: 0.394344 loss: 1.730547 eta: 11:33:40 batch_cost: 0.8279 data_cost: 0.0003 ips: 57.9778 images/s [03/13 20:17:50] ppdet.engine INFO: Epoch: [217] [320/610] learning_rate: 0.042172 loss_vfl: 0.851988 loss_bbox: 0.383287 loss_dfl: 0.373212 loss: 1.626137 eta: 11:33:23 batch_cost: 0.7642 data_cost: 0.0003 ips: 62.8130 images/s [03/13 20:18:08] ppdet.engine INFO: Epoch: [217] [340/610] learning_rate: 0.042141 loss_vfl: 0.928531 loss_bbox: 0.409270 loss_dfl: 0.409730 loss: 1.779246 eta: 11:33:06 batch_cost: 0.7480 data_cost: 0.0003 ips: 64.1715 images/s [03/13 20:18:25] ppdet.engine INFO: Epoch: [217] [360/610] learning_rate: 0.042109 loss_vfl: 0.898067 loss_bbox: 0.402373 loss_dfl: 0.396848 loss: 1.728047 eta: 11:32:48 batch_cost: 0.7531 data_cost: 0.0003 ips: 63.7366 images/s [03/13 20:18:43] ppdet.engine INFO: Epoch: [217] [380/610] learning_rate: 0.042078 loss_vfl: 0.962999 loss_bbox: 0.399923 loss_dfl: 0.407899 loss: 1.770040 eta: 11:32:32 batch_cost: 0.7742 data_cost: 0.0009 ips: 61.9959 images/s [03/13 20:19:01] ppdet.engine INFO: Epoch: [217] [400/610] learning_rate: 0.042047 loss_vfl: 0.957269 loss_bbox: 0.407896 loss_dfl: 0.410398 loss: 1.763492 eta: 11:32:15 batch_cost: 0.8280 data_cost: 0.0009 ips: 57.9738 images/s [03/13 20:19:19] ppdet.engine INFO: Epoch: [217] [420/610] learning_rate: 0.042015 loss_vfl: 0.912924 loss_bbox: 0.417097 loss_dfl: 0.398419 loss: 1.703958 eta: 11:31:58 batch_cost: 0.8235 data_cost: 0.0003 ips: 58.2851 images/s [03/13 20:19:37] ppdet.engine INFO: Epoch: [217] [440/610] learning_rate: 0.041984 loss_vfl: 0.940744 loss_bbox: 0.435026 loss_dfl: 0.418671 loss: 1.785932 eta: 11:31:42 batch_cost: 0.7835 data_cost: 0.0003 ips: 61.2634 images/s [03/13 20:19:56] ppdet.engine INFO: Epoch: [217] [460/610] learning_rate: 0.041953 loss_vfl: 0.901354 loss_bbox: 0.405463 loss_dfl: 0.394912 loss: 1.700232 eta: 11:31:25 batch_cost: 0.8635 data_cost: 0.0003 ips: 55.5904 images/s [03/13 20:20:14] ppdet.engine INFO: Epoch: [217] [480/610] learning_rate: 0.041921 loss_vfl: 0.892489 loss_bbox: 0.397463 loss_dfl: 0.384063 loss: 1.669530 eta: 11:31:09 batch_cost: 0.8022 data_cost: 0.0003 ips: 59.8351 images/s [03/13 20:20:31] ppdet.engine INFO: Epoch: [217] [500/610] learning_rate: 0.041890 loss_vfl: 0.891487 loss_bbox: 0.409973 loss_dfl: 0.404083 loss: 1.717706 eta: 11:30:52 batch_cost: 0.7531 data_cost: 0.0004 ips: 63.7364 images/s [03/13 20:20:48] ppdet.engine INFO: Epoch: [217] [520/610] learning_rate: 0.041859 loss_vfl: 0.920237 loss_bbox: 0.407958 loss_dfl: 0.401984 loss: 1.727909 eta: 11:30:34 batch_cost: 0.7521 data_cost: 0.0010 ips: 63.8248 images/s [03/13 20:21:05] ppdet.engine INFO: Epoch: [217] [540/610] learning_rate: 0.041827 loss_vfl: 0.898784 loss_bbox: 0.425915 loss_dfl: 0.409179 loss: 1.709600 eta: 11:30:17 batch_cost: 0.7227 data_cost: 0.0003 ips: 66.4134 images/s [03/13 20:21:23] ppdet.engine INFO: Epoch: [217] [560/610] learning_rate: 0.041796 loss_vfl: 0.905261 loss_bbox: 0.403402 loss_dfl: 0.394746 loss: 1.659438 eta: 11:30:00 batch_cost: 0.7943 data_cost: 0.0003 ips: 60.4287 images/s [03/13 20:21:41] ppdet.engine INFO: Epoch: [217] [580/610] learning_rate: 0.041765 loss_vfl: 0.997223 loss_bbox: 0.429137 loss_dfl: 0.420502 loss: 1.856554 eta: 11:29:43 batch_cost: 0.7563 data_cost: 0.0003 ips: 63.4633 images/s [03/13 20:21:58] ppdet.engine INFO: Epoch: [217] [600/610] learning_rate: 0.041733 loss_vfl: 0.904531 loss_bbox: 0.406154 loss_dfl: 0.404361 loss: 1.699290 eta: 11:29:26 batch_cost: 0.7981 data_cost: 0.0004 ips: 60.1439 images/s [03/13 20:22:14] ppdet.engine INFO: Epoch: [218] [ 0/610] learning_rate: 0.041718 loss_vfl: 0.893835 loss_bbox: 0.385018 loss_dfl: 0.389640 loss: 1.676654 eta: 11:29:20 batch_cost: 1.0201 data_cost: 0.2813 ips: 47.0551 images/s [03/13 20:22:33] ppdet.engine INFO: Epoch: [218] [ 20/610] learning_rate: 0.041686 loss_vfl: 0.891582 loss_bbox: 0.381290 loss_dfl: 0.392359 loss: 1.684453 eta: 11:29:03 batch_cost: 0.8428 data_cost: 0.0009 ips: 56.9542 images/s [03/13 20:22:52] ppdet.engine INFO: Epoch: [218] [ 40/610] learning_rate: 0.041655 loss_vfl: 0.887095 loss_bbox: 0.402093 loss_dfl: 0.399810 loss: 1.676228 eta: 11:28:47 batch_cost: 0.8639 data_cost: 0.0003 ips: 55.5603 images/s [03/13 20:23:10] ppdet.engine INFO: Epoch: [218] [ 60/610] learning_rate: 0.041624 loss_vfl: 0.932487 loss_bbox: 0.417708 loss_dfl: 0.415356 loss: 1.795205 eta: 11:28:31 batch_cost: 0.8180 data_cost: 0.0003 ips: 58.6831 images/s [03/13 20:23:29] ppdet.engine INFO: Epoch: [218] [ 80/610] learning_rate: 0.041593 loss_vfl: 0.904482 loss_bbox: 0.376448 loss_dfl: 0.371360 loss: 1.640092 eta: 11:28:14 batch_cost: 0.8165 data_cost: 0.0004 ips: 58.7900 images/s [03/13 20:23:48] ppdet.engine INFO: Epoch: [218] [100/610] learning_rate: 0.041561 loss_vfl: 0.943971 loss_bbox: 0.416880 loss_dfl: 0.407891 loss: 1.771783 eta: 11:27:57 batch_cost: 0.7968 data_cost: 0.0016 ips: 60.2433 images/s [03/13 20:24:06] ppdet.engine INFO: Epoch: [218] [120/610] learning_rate: 0.041530 loss_vfl: 0.965917 loss_bbox: 0.422888 loss_dfl: 0.422467 loss: 1.809404 eta: 11:27:41 batch_cost: 0.8192 data_cost: 0.0005 ips: 58.5929 images/s [03/13 20:24:25] ppdet.engine INFO: Epoch: [218] [140/610] learning_rate: 0.041499 loss_vfl: 0.905801 loss_bbox: 0.407120 loss_dfl: 0.394175 loss: 1.706144 eta: 11:27:24 batch_cost: 0.8258 data_cost: 0.0004 ips: 58.1254 images/s [03/13 20:24:43] ppdet.engine INFO: Epoch: [218] [160/610] learning_rate: 0.041468 loss_vfl: 0.906512 loss_bbox: 0.385479 loss_dfl: 0.394051 loss: 1.699366 eta: 11:27:07 batch_cost: 0.8147 data_cost: 0.0004 ips: 58.9197 images/s [03/13 20:25:01] ppdet.engine INFO: Epoch: [218] [180/610] learning_rate: 0.041437 loss_vfl: 0.910734 loss_bbox: 0.412817 loss_dfl: 0.397078 loss: 1.696831 eta: 11:26:51 batch_cost: 0.8107 data_cost: 0.0003 ips: 59.2085 images/s [03/13 20:25:18] ppdet.engine INFO: Epoch: [218] [200/610] learning_rate: 0.041405 loss_vfl: 0.971022 loss_bbox: 0.420648 loss_dfl: 0.418030 loss: 1.833366 eta: 11:26:34 batch_cost: 0.7640 data_cost: 0.0004 ips: 62.8279 images/s [03/13 20:25:36] ppdet.engine INFO: Epoch: [218] [220/610] learning_rate: 0.041374 loss_vfl: 0.893726 loss_bbox: 0.386270 loss_dfl: 0.384876 loss: 1.657558 eta: 11:26:17 batch_cost: 0.7947 data_cost: 0.0004 ips: 60.3999 images/s [03/13 20:25:54] ppdet.engine INFO: Epoch: [218] [240/610] learning_rate: 0.041343 loss_vfl: 0.955509 loss_bbox: 0.429508 loss_dfl: 0.425399 loss: 1.816123 eta: 11:26:00 batch_cost: 0.7688 data_cost: 0.0003 ips: 62.4353 images/s [03/13 20:26:12] ppdet.engine INFO: Epoch: [218] [260/610] learning_rate: 0.041312 loss_vfl: 0.902416 loss_bbox: 0.400704 loss_dfl: 0.403280 loss: 1.720042 eta: 11:25:43 batch_cost: 0.7869 data_cost: 0.0003 ips: 60.9984 images/s [03/13 20:26:30] ppdet.engine INFO: Epoch: [218] [280/610] learning_rate: 0.041281 loss_vfl: 0.956164 loss_bbox: 0.413151 loss_dfl: 0.423085 loss: 1.820005 eta: 11:25:26 batch_cost: 0.7866 data_cost: 0.0014 ips: 61.0194 images/s [03/13 20:26:47] ppdet.engine INFO: Epoch: [218] [300/610] learning_rate: 0.041250 loss_vfl: 1.005782 loss_bbox: 0.445005 loss_dfl: 0.437826 loss: 1.894361 eta: 11:25:10 batch_cost: 0.7880 data_cost: 0.0003 ips: 60.9110 images/s [03/13 20:27:06] ppdet.engine INFO: Epoch: [218] [320/610] learning_rate: 0.041218 loss_vfl: 0.879088 loss_bbox: 0.401870 loss_dfl: 0.392485 loss: 1.644370 eta: 11:24:53 batch_cost: 0.7951 data_cost: 0.0003 ips: 60.3682 images/s [03/13 20:27:23] ppdet.engine INFO: Epoch: [218] [340/610] learning_rate: 0.041187 loss_vfl: 0.917293 loss_bbox: 0.404676 loss_dfl: 0.410037 loss: 1.731904 eta: 11:24:36 batch_cost: 0.7906 data_cost: 0.0003 ips: 60.7114 images/s [03/13 20:27:41] ppdet.engine INFO: Epoch: [218] [360/610] learning_rate: 0.041156 loss_vfl: 0.938952 loss_bbox: 0.407932 loss_dfl: 0.408969 loss: 1.765539 eta: 11:24:19 batch_cost: 0.7900 data_cost: 0.0010 ips: 60.7622 images/s [03/13 20:27:59] ppdet.engine INFO: Epoch: [218] [380/610] learning_rate: 0.041125 loss_vfl: 0.911494 loss_bbox: 0.390623 loss_dfl: 0.373894 loss: 1.659033 eta: 11:24:02 batch_cost: 0.7831 data_cost: 0.0003 ips: 61.2969 images/s [03/13 20:28:17] ppdet.engine INFO: Epoch: [218] [400/610] learning_rate: 0.041094 loss_vfl: 0.915009 loss_bbox: 0.402685 loss_dfl: 0.407737 loss: 1.718298 eta: 11:23:46 batch_cost: 0.7905 data_cost: 0.0003 ips: 60.7182 images/s [03/13 20:28:35] ppdet.engine INFO: Epoch: [218] [420/610] learning_rate: 0.041063 loss_vfl: 0.938037 loss_bbox: 0.387988 loss_dfl: 0.398897 loss: 1.736494 eta: 11:23:29 batch_cost: 0.8022 data_cost: 0.0003 ips: 59.8332 images/s [03/13 20:28:53] ppdet.engine INFO: Epoch: [218] [440/610] learning_rate: 0.041032 loss_vfl: 0.937987 loss_bbox: 0.405388 loss_dfl: 0.400452 loss: 1.759349 eta: 11:23:12 batch_cost: 0.7901 data_cost: 0.0003 ips: 60.7540 images/s [03/13 20:29:11] ppdet.engine INFO: Epoch: [218] [460/610] learning_rate: 0.041001 loss_vfl: 0.996391 loss_bbox: 0.444364 loss_dfl: 0.430495 loss: 1.861831 eta: 11:22:56 batch_cost: 0.8615 data_cost: 0.0020 ips: 55.7145 images/s [03/13 20:29:29] ppdet.engine INFO: Epoch: [218] [480/610] learning_rate: 0.040970 loss_vfl: 0.919200 loss_bbox: 0.395165 loss_dfl: 0.400008 loss: 1.716951 eta: 11:22:39 batch_cost: 0.7985 data_cost: 0.0003 ips: 60.1135 images/s [03/13 20:29:47] ppdet.engine INFO: Epoch: [218] [500/610] learning_rate: 0.040939 loss_vfl: 0.880852 loss_bbox: 0.388333 loss_dfl: 0.392557 loss: 1.678103 eta: 11:22:22 batch_cost: 0.8098 data_cost: 0.0003 ips: 59.2750 images/s [03/13 20:30:06] ppdet.engine INFO: Epoch: [218] [520/610] learning_rate: 0.040908 loss_vfl: 0.908175 loss_bbox: 0.411066 loss_dfl: 0.402514 loss: 1.708597 eta: 11:22:06 batch_cost: 0.8805 data_cost: 0.0017 ips: 54.5132 images/s [03/13 20:30:24] ppdet.engine INFO: Epoch: [218] [540/610] learning_rate: 0.040877 loss_vfl: 0.889985 loss_bbox: 0.392851 loss_dfl: 0.393300 loss: 1.686750 eta: 11:21:49 batch_cost: 0.7926 data_cost: 0.0003 ips: 60.5575 images/s [03/13 20:30:41] ppdet.engine INFO: Epoch: [218] [560/610] learning_rate: 0.040846 loss_vfl: 0.927197 loss_bbox: 0.416570 loss_dfl: 0.405913 loss: 1.757419 eta: 11:21:32 batch_cost: 0.7656 data_cost: 0.0003 ips: 62.6932 images/s [03/13 20:30:59] ppdet.engine INFO: Epoch: [218] [580/610] learning_rate: 0.040815 loss_vfl: 0.891044 loss_bbox: 0.401667 loss_dfl: 0.388609 loss: 1.710613 eta: 11:21:16 batch_cost: 0.7922 data_cost: 0.0003 ips: 60.5920 images/s [03/13 20:31:16] ppdet.engine INFO: Epoch: [218] [600/610] learning_rate: 0.040784 loss_vfl: 0.933706 loss_bbox: 0.402461 loss_dfl: 0.391747 loss: 1.702420 eta: 11:20:59 batch_cost: 0.7898 data_cost: 0.0012 ips: 60.7782 images/s [03/13 20:31:31] ppdet.engine INFO: Epoch: [219] [ 0/610] learning_rate: 0.040768 loss_vfl: 0.888609 loss_bbox: 0.408240 loss_dfl: 0.391747 loss: 1.691101 eta: 11:20:52 batch_cost: 1.0297 data_cost: 0.2064 ips: 46.6167 images/s [03/13 20:31:51] ppdet.engine INFO: Epoch: [219] [ 20/610] learning_rate: 0.040737 loss_vfl: 0.905064 loss_bbox: 0.396959 loss_dfl: 0.391136 loss: 1.687320 eta: 11:20:36 batch_cost: 0.8595 data_cost: 0.0003 ips: 55.8461 images/s [03/13 20:32:09] ppdet.engine INFO: Epoch: [219] [ 40/610] learning_rate: 0.040706 loss_vfl: 0.981726 loss_bbox: 0.419295 loss_dfl: 0.426754 loss: 1.826559 eta: 11:20:19 batch_cost: 0.7656 data_cost: 0.0003 ips: 62.6994 images/s [03/13 20:32:27] ppdet.engine INFO: Epoch: [219] [ 60/610] learning_rate: 0.040675 loss_vfl: 0.967078 loss_bbox: 0.402319 loss_dfl: 0.409313 loss: 1.776136 eta: 11:20:02 batch_cost: 0.8151 data_cost: 0.0003 ips: 58.8902 images/s [03/13 20:32:44] ppdet.engine INFO: Epoch: [219] [ 80/610] learning_rate: 0.040644 loss_vfl: 0.860371 loss_bbox: 0.388667 loss_dfl: 0.380149 loss: 1.629910 eta: 11:19:45 batch_cost: 0.7568 data_cost: 0.0003 ips: 63.4213 images/s [03/13 20:33:03] ppdet.engine INFO: Epoch: [219] [100/610] learning_rate: 0.040613 loss_vfl: 0.920950 loss_bbox: 0.426625 loss_dfl: 0.408029 loss: 1.775598 eta: 11:19:29 batch_cost: 0.8440 data_cost: 0.0003 ips: 56.8713 images/s [03/13 20:33:21] ppdet.engine INFO: Epoch: [219] [120/610] learning_rate: 0.040582 loss_vfl: 0.908820 loss_bbox: 0.414518 loss_dfl: 0.415455 loss: 1.751716 eta: 11:19:12 batch_cost: 0.8059 data_cost: 0.0003 ips: 59.5602 images/s [03/13 20:33:39] ppdet.engine INFO: Epoch: [219] [140/610] learning_rate: 0.040551 loss_vfl: 0.994441 loss_bbox: 0.427004 loss_dfl: 0.446711 loss: 1.870175 eta: 11:18:56 batch_cost: 0.8233 data_cost: 0.0003 ips: 58.3008 images/s [03/13 20:33:58] ppdet.engine INFO: Epoch: [219] [160/610] learning_rate: 0.040520 loss_vfl: 0.965594 loss_bbox: 0.411885 loss_dfl: 0.401867 loss: 1.769857 eta: 11:18:39 batch_cost: 0.8553 data_cost: 0.0003 ips: 56.1190 images/s [03/13 20:34:16] ppdet.engine INFO: Epoch: [219] [180/610] learning_rate: 0.040489 loss_vfl: 0.947293 loss_bbox: 0.433568 loss_dfl: 0.429662 loss: 1.796635 eta: 11:18:22 batch_cost: 0.7906 data_cost: 0.0019 ips: 60.7147 images/s [03/13 20:34:34] ppdet.engine INFO: Epoch: [219] [200/610] learning_rate: 0.040459 loss_vfl: 0.930259 loss_bbox: 0.418428 loss_dfl: 0.419143 loss: 1.785413 eta: 11:18:06 batch_cost: 0.7747 data_cost: 0.0023 ips: 61.9590 images/s [03/13 20:34:52] ppdet.engine INFO: Epoch: [219] [220/610] learning_rate: 0.040428 loss_vfl: 0.868818 loss_bbox: 0.381494 loss_dfl: 0.393432 loss: 1.638711 eta: 11:17:49 batch_cost: 0.8133 data_cost: 0.0011 ips: 59.0170 images/s [03/13 20:35:11] ppdet.engine INFO: Epoch: [219] [240/610] learning_rate: 0.040397 loss_vfl: 0.932166 loss_bbox: 0.392585 loss_dfl: 0.394782 loss: 1.728343 eta: 11:17:32 batch_cost: 0.8012 data_cost: 0.0017 ips: 59.9121 images/s [03/13 20:35:28] ppdet.engine INFO: Epoch: [219] [260/610] learning_rate: 0.040366 loss_vfl: 0.960691 loss_bbox: 0.430616 loss_dfl: 0.420973 loss: 1.799438 eta: 11:17:15 batch_cost: 0.7708 data_cost: 0.0017 ips: 62.2722 images/s [03/13 20:35:46] ppdet.engine INFO: Epoch: [219] [280/610] learning_rate: 0.040335 loss_vfl: 0.935976 loss_bbox: 0.413405 loss_dfl: 0.412731 loss: 1.735431 eta: 11:16:58 batch_cost: 0.7646 data_cost: 0.0003 ips: 62.7769 images/s [03/13 20:36:04] ppdet.engine INFO: Epoch: [219] [300/610] learning_rate: 0.040304 loss_vfl: 0.872491 loss_bbox: 0.387092 loss_dfl: 0.376570 loss: 1.628493 eta: 11:16:41 batch_cost: 0.7919 data_cost: 0.0003 ips: 60.6134 images/s [03/13 20:36:23] ppdet.engine INFO: Epoch: [219] [320/610] learning_rate: 0.040273 loss_vfl: 0.984670 loss_bbox: 0.411870 loss_dfl: 0.410867 loss: 1.794119 eta: 11:16:25 batch_cost: 0.8140 data_cost: 0.0003 ips: 58.9703 images/s [03/13 20:36:41] ppdet.engine INFO: Epoch: [219] [340/610] learning_rate: 0.040242 loss_vfl: 0.885078 loss_bbox: 0.398651 loss_dfl: 0.391911 loss: 1.659663 eta: 11:16:08 batch_cost: 0.8024 data_cost: 0.0003 ips: 59.8228 images/s [03/13 20:36:59] ppdet.engine INFO: Epoch: [219] [360/610] learning_rate: 0.040212 loss_vfl: 0.957918 loss_bbox: 0.431225 loss_dfl: 0.424160 loss: 1.859474 eta: 11:15:51 batch_cost: 0.8072 data_cost: 0.0003 ips: 59.4660 images/s [03/13 20:37:17] ppdet.engine INFO: Epoch: [219] [380/610] learning_rate: 0.040181 loss_vfl: 0.925460 loss_bbox: 0.421387 loss_dfl: 0.417347 loss: 1.778479 eta: 11:15:35 batch_cost: 0.8181 data_cost: 0.0003 ips: 58.6708 images/s [03/13 20:37:36] ppdet.engine INFO: Epoch: [219] [400/610] learning_rate: 0.040150 loss_vfl: 0.955538 loss_bbox: 0.414241 loss_dfl: 0.412118 loss: 1.785740 eta: 11:15:18 batch_cost: 0.8124 data_cost: 0.0003 ips: 59.0840 images/s [03/13 20:37:54] ppdet.engine INFO: Epoch: [219] [420/610] learning_rate: 0.040119 loss_vfl: 0.905458 loss_bbox: 0.384784 loss_dfl: 0.378155 loss: 1.640911 eta: 11:15:02 batch_cost: 0.8295 data_cost: 0.0003 ips: 57.8644 images/s [03/13 20:38:12] ppdet.engine INFO: Epoch: [219] [440/610] learning_rate: 0.040088 loss_vfl: 0.871192 loss_bbox: 0.401976 loss_dfl: 0.386596 loss: 1.662696 eta: 11:14:45 batch_cost: 0.8013 data_cost: 0.0003 ips: 59.9060 images/s [03/13 20:38:30] ppdet.engine INFO: Epoch: [219] [460/610] learning_rate: 0.040058 loss_vfl: 0.863044 loss_bbox: 0.388488 loss_dfl: 0.390090 loss: 1.656605 eta: 11:14:28 batch_cost: 0.8246 data_cost: 0.0003 ips: 58.2131 images/s [03/13 20:38:48] ppdet.engine INFO: Epoch: [219] [480/610] learning_rate: 0.040027 loss_vfl: 0.939484 loss_bbox: 0.423731 loss_dfl: 0.417155 loss: 1.753829 eta: 11:14:12 batch_cost: 0.7775 data_cost: 0.0003 ips: 61.7327 images/s [03/13 20:39:06] ppdet.engine INFO: Epoch: [219] [500/610] learning_rate: 0.039996 loss_vfl: 0.869755 loss_bbox: 0.394373 loss_dfl: 0.393661 loss: 1.671299 eta: 11:13:55 batch_cost: 0.7860 data_cost: 0.0003 ips: 61.0666 images/s [03/13 20:39:23] ppdet.engine INFO: Epoch: [219] [520/610] learning_rate: 0.039965 loss_vfl: 0.959081 loss_bbox: 0.422929 loss_dfl: 0.409357 loss: 1.787862 eta: 11:13:38 batch_cost: 0.7526 data_cost: 0.0003 ips: 63.7799 images/s [03/13 20:39:41] ppdet.engine INFO: Epoch: [219] [540/610] learning_rate: 0.039935 loss_vfl: 0.919733 loss_bbox: 0.417171 loss_dfl: 0.403240 loss: 1.729630 eta: 11:13:21 batch_cost: 0.7960 data_cost: 0.0004 ips: 60.3041 images/s [03/13 20:39:59] ppdet.engine INFO: Epoch: [219] [560/610] learning_rate: 0.039904 loss_vfl: 0.902382 loss_bbox: 0.424868 loss_dfl: 0.404590 loss: 1.728328 eta: 11:13:04 batch_cost: 0.7414 data_cost: 0.0003 ips: 64.7436 images/s [03/13 20:40:17] ppdet.engine INFO: Epoch: [219] [580/610] learning_rate: 0.039873 loss_vfl: 0.972066 loss_bbox: 0.443940 loss_dfl: 0.428455 loss: 1.874356 eta: 11:12:47 batch_cost: 0.7818 data_cost: 0.0012 ips: 61.3991 images/s [03/13 20:40:35] ppdet.engine INFO: Epoch: [219] [600/610] learning_rate: 0.039842 loss_vfl: 0.915357 loss_bbox: 0.406293 loss_dfl: 0.404662 loss: 1.729037 eta: 11:12:30 batch_cost: 0.7928 data_cost: 0.0012 ips: 60.5460 images/s [03/13 20:40:43] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_s_416_coco [03/13 20:40:43] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_s_416_coco [03/13 20:40:43] ppdet.engine INFO: Eval iter: 0 [03/13 20:40:59] ppdet.engine INFO: Eval iter: 100 [03/13 20:41:09] ppdet.engine INFO: Eval iter: 200 [03/13 20:41:18] ppdet.engine INFO: Eval iter: 300 [03/13 20:41:28] ppdet.engine INFO: Eval iter: 400 [03/13 20:41:37] ppdet.engine INFO: Eval iter: 500 [03/13 20:41:47] ppdet.engine INFO: Eval iter: 600 [03/13 20:42:03] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json. loading annotations into memory... Done (t=0.94s) creating index... index created! [03/13 20:42:04] ppdet.metrics.coco_utils INFO: Start evaluate... Loading and preparing results... DONE (t=4.75s) creating index... index created! Running per image evaluation... Evaluate annotation type *bbox* DONE (t=96.80s). Accumulating evaluation results... DONE (t=18.29s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.320 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.469 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.337 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.117 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.339 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 ] = 0.284 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.452 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.482 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.205 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.540 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.733 [03/13 20:44:06] ppdet.engine INFO: Total sample number: 4952, averge FPS: 73.80984626333989 [03/13 20:44:06] ppdet.engine INFO: Best test bbox ap is 0.320. [03/13 20:44:06] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_s_416_coco [03/13 20:44:06] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_s_416_coco [03/13 20:44:07] ppdet.engine INFO: Epoch: [220] [ 0/610] learning_rate: 0.039827 loss_vfl: 0.881671 loss_bbox: 0.417213 loss_dfl: 0.408932 loss: 1.718893 eta: 11:12:21 batch_cost: 0.6795 data_cost: 0.0003 ips: 70.6426 images/s [03/13 20:44:25] ppdet.engine INFO: Epoch: [220] [ 20/610] learning_rate: 0.039796 loss_vfl: 0.933779 loss_bbox: 0.431655 loss_dfl: 0.415212 loss: 1.772110 eta: 11:12:04 batch_cost: 0.7960 data_cost: 0.0002 ips: 60.3040 images/s [03/13 20:44:44] ppdet.engine INFO: Epoch: [220] [ 40/610] learning_rate: 0.039766 loss_vfl: 0.898919 loss_bbox: 0.404234 loss_dfl: 0.394355 loss: 1.713740 eta: 11:11:48 batch_cost: 0.8198 data_cost: 0.0003 ips: 58.5514 images/s [03/13 20:45:02] ppdet.engine INFO: Epoch: [220] [ 60/610] learning_rate: 0.039735 loss_vfl: 0.882727 loss_bbox: 0.372902 loss_dfl: 0.373286 loss: 1.634640 eta: 11:11:31 batch_cost: 0.8066 data_cost: 0.0003 ips: 59.5069 images/s [03/13 20:45:20] ppdet.engine INFO: Epoch: [220] [ 80/610] learning_rate: 0.039704 loss_vfl: 0.901068 loss_bbox: 0.406083 loss_dfl: 0.402395 loss: 1.723471 eta: 11:11:15 batch_cost: 0.8469 data_cost: 0.0003 ips: 56.6805 images/s [03/13 20:45:38] ppdet.engine INFO: Epoch: [220] [100/610] learning_rate: 0.039674 loss_vfl: 0.959799 loss_bbox: 0.450038 loss_dfl: 0.425610 loss: 1.851489 eta: 11:10:58 batch_cost: 0.8103 data_cost: 0.0003 ips: 59.2390 images/s [03/13 20:45:56] ppdet.engine INFO: Epoch: [220] [120/610] learning_rate: 0.039643 loss_vfl: 0.881052 loss_bbox: 0.368906 loss_dfl: 0.385242 loss: 1.625433 eta: 11:10:41 batch_cost: 0.8148 data_cost: 0.0003 ips: 58.9112 images/s [03/13 20:46:14] ppdet.engine INFO: Epoch: [220] [140/610] learning_rate: 0.039612 loss_vfl: 0.983461 loss_bbox: 0.440274 loss_dfl: 0.432655 loss: 1.850990 eta: 11:10:24 batch_cost: 0.7761 data_cost: 0.0003 ips: 61.8516 images/s [03/13 20:46:33] ppdet.engine INFO: Epoch: [220] [160/610] learning_rate: 0.039582 loss_vfl: 0.902493 loss_bbox: 0.404223 loss_dfl: 0.395254 loss: 1.699828 eta: 11:10:08 batch_cost: 0.8396 data_cost: 0.0003 ips: 57.1669 images/s [03/13 20:46:51] ppdet.engine INFO: Epoch: [220] [180/610] learning_rate: 0.039551 loss_vfl: 0.921409 loss_bbox: 0.418673 loss_dfl: 0.414834 loss: 1.757178 eta: 11:09:52 batch_cost: 0.8408 data_cost: 0.0003 ips: 57.0905 images/s [03/13 20:47:09] ppdet.engine INFO: Epoch: [220] [200/610] learning_rate: 0.039520 loss_vfl: 0.935347 loss_bbox: 0.435825 loss_dfl: 0.422158 loss: 1.814774 eta: 11:09:35 batch_cost: 0.8183 data_cost: 0.0003 ips: 58.6617 images/s [03/13 20:47:28] ppdet.engine INFO: Epoch: [220] [220/610] learning_rate: 0.039490 loss_vfl: 0.945130 loss_bbox: 0.405507 loss_dfl: 0.415449 loss: 1.783362 eta: 11:09:18 batch_cost: 0.8018 data_cost: 0.0009 ips: 59.8622 images/s [03/13 20:47:45] ppdet.engine INFO: Epoch: [220] [240/610] learning_rate: 0.039459 loss_vfl: 0.927119 loss_bbox: 0.424558 loss_dfl: 0.415173 loss: 1.770973 eta: 11:09:01 batch_cost: 0.7892 data_cost: 0.0003 ips: 60.8206 images/s [03/13 20:48:04] ppdet.engine INFO: Epoch: [220] [260/610] learning_rate: 0.039429 loss_vfl: 0.912120 loss_bbox: 0.404752 loss_dfl: 0.401648 loss: 1.720528 eta: 11:08:45 batch_cost: 0.8333 data_cost: 0.0003 ips: 57.6037 images/s [03/13 20:48:22] ppdet.engine INFO: Epoch: [220] [280/610] learning_rate: 0.039398 loss_vfl: 0.920640 loss_bbox: 0.399868 loss_dfl: 0.401052 loss: 1.691927 eta: 11:08:28 batch_cost: 0.8041 data_cost: 0.0003 ips: 59.6968 images/s [03/13 20:48:40] ppdet.engine INFO: Epoch: [220] [300/610] learning_rate: 0.039368 loss_vfl: 0.902667 loss_bbox: 0.406914 loss_dfl: 0.397316 loss: 1.687446 eta: 11:08:12 batch_cost: 0.8317 data_cost: 0.0003 ips: 57.7121 images/s [03/13 20:48:59] ppdet.engine INFO: Epoch: [220] [320/610] learning_rate: 0.039337 loss_vfl: 0.901437 loss_bbox: 0.415597 loss_dfl: 0.399666 loss: 1.730449 eta: 11:07:55 batch_cost: 0.8412 data_cost: 0.0003 ips: 57.0582 images/s [03/13 20:49:16] ppdet.engine INFO: Epoch: [220] [340/610] learning_rate: 0.039306 loss_vfl: 0.873752 loss_bbox: 0.413489 loss_dfl: 0.398932 loss: 1.669298 eta: 11:07:38 batch_cost: 0.7890 data_cost: 0.0003 ips: 60.8333 images/s [03/13 20:49:34] ppdet.engine INFO: Epoch: [220] [360/610] learning_rate: 0.039276 loss_vfl: 0.983465 loss_bbox: 0.445379 loss_dfl: 0.425826 loss: 1.858365 eta: 11:07:22 batch_cost: 0.8003 data_cost: 0.0003 ips: 59.9742 images/s [03/13 20:49:52] ppdet.engine INFO: Epoch: [220] [380/610] learning_rate: 0.039245 loss_vfl: 0.953917 loss_bbox: 0.447842 loss_dfl: 0.442126 loss: 1.851770 eta: 11:07:05 batch_cost: 0.8084 data_cost: 0.0005 ips: 59.3768 images/s [03/13 20:50:10] ppdet.engine INFO: Epoch: [220] [400/610] learning_rate: 0.039215 loss_vfl: 0.910567 loss_bbox: 0.392845 loss_dfl: 0.393963 loss: 1.697661 eta: 11:06:48 batch_cost: 0.7758 data_cost: 0.0016 ips: 61.8701 images/s [03/13 20:50:27] ppdet.engine INFO: Epoch: [220] [420/610] learning_rate: 0.039184 loss_vfl: 0.942943 loss_bbox: 0.404805 loss_dfl: 0.416281 loss: 1.783406 eta: 11:06:31 batch_cost: 0.7604 data_cost: 0.0016 ips: 63.1267 images/s [03/13 20:50:46] ppdet.engine INFO: Epoch: [220] [440/610] learning_rate: 0.039154 loss_vfl: 0.950743 loss_bbox: 0.426501 loss_dfl: 0.414361 loss: 1.751315 eta: 11:06:15 batch_cost: 0.8387 data_cost: 0.0009 ips: 57.2291 images/s [03/13 20:51:04] ppdet.engine INFO: Epoch: [220] [460/610] learning_rate: 0.039123 loss_vfl: 0.888909 loss_bbox: 0.417097 loss_dfl: 0.403847 loss: 1.701012 eta: 11:05:58 batch_cost: 0.8025 data_cost: 0.0003 ips: 59.8141 images/s [03/13 20:51:22] ppdet.engine INFO: Epoch: [220] [480/610] learning_rate: 0.039093 loss_vfl: 0.873944 loss_bbox: 0.380059 loss_dfl: 0.377839 loss: 1.638911 eta: 11:05:42 batch_cost: 0.8303 data_cost: 0.0008 ips: 57.8092 images/s [03/13 20:51:39] ppdet.engine INFO: Epoch: [220] [500/610] learning_rate: 0.039062 loss_vfl: 0.892030 loss_bbox: 0.377172 loss_dfl: 0.385933 loss: 1.671895 eta: 11:05:24 batch_cost: 0.7487 data_cost: 0.0003 ips: 64.1075 images/s [03/13 20:51:57] ppdet.engine INFO: Epoch: [220] [520/610] learning_rate: 0.039032 loss_vfl: 0.876137 loss_bbox: 0.365586 loss_dfl: 0.385137 loss: 1.607522 eta: 11:05:08 batch_cost: 0.7917 data_cost: 0.0009 ips: 60.6285 images/s [03/13 20:52:15] ppdet.engine INFO: Epoch: [220] [540/610] learning_rate: 0.039001 loss_vfl: 0.902935 loss_bbox: 0.389673 loss_dfl: 0.400430 loss: 1.706382 eta: 11:04:51 batch_cost: 0.7951 data_cost: 0.0006 ips: 60.3672 images/s [03/13 20:52:33] ppdet.engine INFO: Epoch: [220] [560/610] learning_rate: 0.038971 loss_vfl: 0.995919 loss_bbox: 0.436570 loss_dfl: 0.426080 loss: 1.863461 eta: 11:04:34 batch_cost: 0.7915 data_cost: 0.0011 ips: 60.6454 images/s [03/13 20:52:51] ppdet.engine INFO: Epoch: [220] [580/610] learning_rate: 0.038941 loss_vfl: 0.946402 loss_bbox: 0.408957 loss_dfl: 0.402607 loss: 1.735367 eta: 11:04:17 batch_cost: 0.7816 data_cost: 0.0005 ips: 61.4123 images/s [03/13 20:53:09] ppdet.engine INFO: Epoch: [220] [600/610] learning_rate: 0.038910 loss_vfl: 0.901459 loss_bbox: 0.402415 loss_dfl: 0.395414 loss: 1.698914 eta: 11:04:00 batch_cost: 0.7843 data_cost: 0.0004 ips: 61.2038 images/s [03/13 20:53:21] ppdet.engine INFO: Epoch: [221] [ 0/610] learning_rate: 0.038895 loss_vfl: 0.907408 loss_bbox: 0.413069 loss_dfl: 0.399989 loss: 1.721824 eta: 11:03:53 batch_cost: 0.9045 data_cost: 0.1472 ips: 53.0693 images/s [03/13 20:53:43] ppdet.engine INFO: Epoch: [221] [ 20/610] learning_rate: 0.038865 loss_vfl: 0.892158 loss_bbox: 0.398423 loss_dfl: 0.394847 loss: 1.694382 eta: 11:03:38 batch_cost: 0.9895 data_cost: 0.0004 ips: 48.5110 images/s [03/13 20:54:02] ppdet.engine INFO: Epoch: [221] [ 40/610] learning_rate: 0.038834 loss_vfl: 0.910666 loss_bbox: 0.404448 loss_dfl: 0.410809 loss: 1.725221 eta: 11:03:21 batch_cost: 0.8170 data_cost: 0.0003 ips: 58.7514 images/s [03/13 20:54:21] ppdet.engine INFO: Epoch: [221] [ 60/610] learning_rate: 0.038804 loss_vfl: 0.974703 loss_bbox: 0.437530 loss_dfl: 0.427889 loss: 1.858729 eta: 11:03:05 batch_cost: 0.8698 data_cost: 0.0003 ips: 55.1840 images/s [03/13 20:54:39] ppdet.engine INFO: Epoch: [221] [ 80/610] learning_rate: 0.038773 loss_vfl: 0.940229 loss_bbox: 0.419466 loss_dfl: 0.405205 loss: 1.762733 eta: 11:02:48 batch_cost: 0.8153 data_cost: 0.0004 ips: 58.8748 images/s [03/13 20:54:58] ppdet.engine INFO: Epoch: [221] [100/610] learning_rate: 0.038743 loss_vfl: 0.893618 loss_bbox: 0.397924 loss_dfl: 0.395187 loss: 1.692530 eta: 11:02:32 batch_cost: 0.8175 data_cost: 0.0006 ips: 58.7121 images/s [03/13 20:55:16] ppdet.engine INFO: Epoch: [221] [120/610] learning_rate: 0.038713 loss_vfl: 0.958642 loss_bbox: 0.434496 loss_dfl: 0.428395 loss: 1.833725 eta: 11:02:15 batch_cost: 0.7916 data_cost: 0.0004 ips: 60.6373 images/s [03/13 20:55:34] ppdet.engine INFO: Epoch: [221] [140/610] learning_rate: 0.038682 loss_vfl: 0.929727 loss_bbox: 0.406528 loss_dfl: 0.404100 loss: 1.737912 eta: 11:01:58 batch_cost: 0.8439 data_cost: 0.0004 ips: 56.8785 images/s [03/13 20:55:52] ppdet.engine INFO: Epoch: [221] [160/610] learning_rate: 0.038652 loss_vfl: 0.939664 loss_bbox: 0.420471 loss_dfl: 0.421832 loss: 1.780470 eta: 11:01:41 batch_cost: 0.7453 data_cost: 0.0004 ips: 64.4077 images/s [03/13 20:56:10] ppdet.engine INFO: Epoch: [221] [180/610] learning_rate: 0.038622 loss_vfl: 0.971372 loss_bbox: 0.430687 loss_dfl: 0.428896 loss: 1.848199 eta: 11:01:25 batch_cost: 0.8035 data_cost: 0.0004 ips: 59.7398 images/s [03/13 20:56:28] ppdet.engine INFO: Epoch: [221] [200/610] learning_rate: 0.038591 loss_vfl: 0.927522 loss_bbox: 0.427662 loss_dfl: 0.407130 loss: 1.765810 eta: 11:01:08 batch_cost: 0.7944 data_cost: 0.0004 ips: 60.4243 images/s [03/13 20:56:45] ppdet.engine INFO: Epoch: [221] [220/610] learning_rate: 0.038561 loss_vfl: 0.995099 loss_bbox: 0.422606 loss_dfl: 0.424410 loss: 1.839049 eta: 11:00:51 batch_cost: 0.7714 data_cost: 0.0003 ips: 62.2285 images/s [03/13 20:57:04] ppdet.engine INFO: Epoch: [221] [240/610] learning_rate: 0.038531 loss_vfl: 0.840789 loss_bbox: 0.383393 loss_dfl: 0.387368 loss: 1.613155 eta: 11:00:34 batch_cost: 0.8145 data_cost: 0.0004 ips: 58.9324 images/s [03/13 20:57:22] ppdet.engine INFO: Epoch: [221] [260/610] learning_rate: 0.038500 loss_vfl: 0.935802 loss_bbox: 0.417411 loss_dfl: 0.408258 loss: 1.751754 eta: 11:00:18 batch_cost: 0.8189 data_cost: 0.0004 ips: 58.6127 images/s [03/13 20:57:41] ppdet.engine INFO: Epoch: [221] [280/610] learning_rate: 0.038470 loss_vfl: 1.003495 loss_bbox: 0.428076 loss_dfl: 0.432401 loss: 1.870076 eta: 11:00:01 batch_cost: 0.8528 data_cost: 0.0004 ips: 56.2857 images/s [03/13 20:57:59] ppdet.engine INFO: Epoch: [221] [300/610] learning_rate: 0.038440 loss_vfl: 0.897090 loss_bbox: 0.403338 loss_dfl: 0.378786 loss: 1.690354 eta: 10:59:45 batch_cost: 0.8318 data_cost: 0.0011 ips: 57.7071 images/s [03/13 20:58:17] ppdet.engine INFO: Epoch: [221] [320/610] learning_rate: 0.038410 loss_vfl: 0.903508 loss_bbox: 0.411326 loss_dfl: 0.400226 loss: 1.722577 eta: 10:59:28 batch_cost: 0.7908 data_cost: 0.0011 ips: 60.6953 images/s [03/13 20:58:35] ppdet.engine INFO: Epoch: [221] [340/610] learning_rate: 0.038379 loss_vfl: 0.913622 loss_bbox: 0.415329 loss_dfl: 0.405864 loss: 1.729561 eta: 10:59:11 batch_cost: 0.8052 data_cost: 0.0018 ips: 59.6117 images/s [03/13 20:58:53] ppdet.engine INFO: Epoch: [221] [360/610] learning_rate: 0.038349 loss_vfl: 0.961398 loss_bbox: 0.452254 loss_dfl: 0.440449 loss: 1.816257 eta: 10:58:55 batch_cost: 0.8019 data_cost: 0.0003 ips: 59.8614 images/s [03/13 20:59:10] ppdet.engine INFO: Epoch: [221] [380/610] learning_rate: 0.038319 loss_vfl: 0.943131 loss_bbox: 0.407095 loss_dfl: 0.402532 loss: 1.773724 eta: 10:58:38 batch_cost: 0.7772 data_cost: 0.0003 ips: 61.7569 images/s [03/13 20:59:28] ppdet.engine INFO: Epoch: [221] [400/610] learning_rate: 0.038289 loss_vfl: 0.876471 loss_bbox: 0.390859 loss_dfl: 0.387697 loss: 1.636514 eta: 10:58:21 batch_cost: 0.7909 data_cost: 0.0003 ips: 60.6876 images/s [03/13 20:59:45] ppdet.engine INFO: Epoch: [221] [420/610] learning_rate: 0.038258 loss_vfl: 0.974048 loss_bbox: 0.441347 loss_dfl: 0.426285 loss: 1.820150 eta: 10:58:04 batch_cost: 0.7728 data_cost: 0.0009 ips: 62.1132 images/s [03/13 21:00:03] ppdet.engine INFO: Epoch: [221] [440/610] learning_rate: 0.038228 loss_vfl: 0.936270 loss_bbox: 0.420071 loss_dfl: 0.398967 loss: 1.735568 eta: 10:57:47 batch_cost: 0.8021 data_cost: 0.0003 ips: 59.8449 images/s [03/13 21:00:21] ppdet.engine INFO: Epoch: [221] [460/610] learning_rate: 0.038198 loss_vfl: 0.917568 loss_bbox: 0.413608 loss_dfl: 0.402920 loss: 1.734259 eta: 10:57:31 batch_cost: 0.8322 data_cost: 0.0011 ips: 57.6809 images/s [03/13 21:00:39] ppdet.engine INFO: Epoch: [221] [480/610] learning_rate: 0.038168 loss_vfl: 0.933528 loss_bbox: 0.441994 loss_dfl: 0.420240 loss: 1.789814 eta: 10:57:14 batch_cost: 0.8287 data_cost: 0.0003 ips: 57.9235 images/s [03/13 21:00:58] ppdet.engine INFO: Epoch: [221] [500/610] learning_rate: 0.038138 loss_vfl: 0.849039 loss_bbox: 0.367850 loss_dfl: 0.375935 loss: 1.618046 eta: 10:56:58 batch_cost: 0.8235 data_cost: 0.0003 ips: 58.2882 images/s [03/13 21:01:15] ppdet.engine INFO: Epoch: [221] [520/610] learning_rate: 0.038107 loss_vfl: 0.919522 loss_bbox: 0.414633 loss_dfl: 0.410532 loss: 1.758373 eta: 10:56:41 batch_cost: 0.7639 data_cost: 0.0003 ips: 62.8316 images/s [03/13 21:01:33] ppdet.engine INFO: Epoch: [221] [540/610] learning_rate: 0.038077 loss_vfl: 0.913139 loss_bbox: 0.392420 loss_dfl: 0.396083 loss: 1.694220 eta: 10:56:24 batch_cost: 0.7802 data_cost: 0.0003 ips: 61.5220 images/s [03/13 21:01:50] ppdet.engine INFO: Epoch: [221] [560/610] learning_rate: 0.038047 loss_vfl: 0.909769 loss_bbox: 0.407332 loss_dfl: 0.398394 loss: 1.713436 eta: 10:56:07 batch_cost: 0.7809 data_cost: 0.0003 ips: 61.4668 images/s [03/13 21:02:09] ppdet.engine INFO: Epoch: [221] [580/610] learning_rate: 0.038017 loss_vfl: 0.909265 loss_bbox: 0.416415 loss_dfl: 0.396743 loss: 1.730557 eta: 10:55:51 batch_cost: 0.8213 data_cost: 0.0003 ips: 58.4448 images/s [03/13 21:02:27] ppdet.engine INFO: Epoch: [221] [600/610] learning_rate: 0.037987 loss_vfl: 0.912630 loss_bbox: 0.405754 loss_dfl: 0.399455 loss: 1.714991 eta: 10:55:34 batch_cost: 0.8461 data_cost: 0.0007 ips: 56.7289 images/s [03/13 21:02:41] ppdet.engine INFO: Epoch: [222] [ 0/610] learning_rate: 0.037972 loss_vfl: 0.952599 loss_bbox: 0.409107 loss_dfl: 0.416204 loss: 1.800358 eta: 10:55:27 batch_cost: 0.9979 data_cost: 0.1924 ips: 48.1008 images/s [03/13 21:03:03] ppdet.engine INFO: Epoch: [222] [ 20/610] learning_rate: 0.037942 loss_vfl: 0.932390 loss_bbox: 0.437262 loss_dfl: 0.408139 loss: 1.770255 eta: 10:55:11 batch_cost: 0.9490 data_cost: 0.0391 ips: 50.5770 images/s [03/13 21:03:21] ppdet.engine INFO: Epoch: [222] [ 40/610] learning_rate: 0.037912 loss_vfl: 0.931265 loss_bbox: 0.407346 loss_dfl: 0.399974 loss: 1.731463 eta: 10:54:55 batch_cost: 0.8119 data_cost: 0.0009 ips: 59.1198 images/s [03/13 21:03:39] ppdet.engine INFO: Epoch: [222] [ 60/610] learning_rate: 0.037881 loss_vfl: 0.881149 loss_bbox: 0.424030 loss_dfl: 0.392387 loss: 1.685969 eta: 10:54:38 batch_cost: 0.8281 data_cost: 0.0007 ips: 57.9643 images/s [03/13 21:03:58] ppdet.engine INFO: Epoch: [222] [ 80/610] learning_rate: 0.037851 loss_vfl: 0.937192 loss_bbox: 0.422275 loss_dfl: 0.418727 loss: 1.806958 eta: 10:54:22 batch_cost: 0.8287 data_cost: 0.0004 ips: 57.9254 images/s [03/13 21:04:16] ppdet.engine INFO: Epoch: [222] [100/610] learning_rate: 0.037821 loss_vfl: 0.920458 loss_bbox: 0.398119 loss_dfl: 0.399604 loss: 1.716552 eta: 10:54:05 batch_cost: 0.8287 data_cost: 0.0003 ips: 57.9216 images/s [03/13 21:04:34] ppdet.engine INFO: Epoch: [222] [120/610] learning_rate: 0.037791 loss_vfl: 0.906303 loss_bbox: 0.401548 loss_dfl: 0.408099 loss: 1.706574 eta: 10:53:49 batch_cost: 0.7960 data_cost: 0.0003 ips: 60.3005 images/s [03/13 21:04:53] ppdet.engine INFO: Epoch: [222] [140/610] learning_rate: 0.037761 loss_vfl: 0.902502 loss_bbox: 0.397032 loss_dfl: 0.399638 loss: 1.715546 eta: 10:53:32 batch_cost: 0.8189 data_cost: 0.0009 ips: 58.6183 images/s [03/13 21:05:11] ppdet.engine INFO: Epoch: [222] [160/610] learning_rate: 0.037731 loss_vfl: 0.916064 loss_bbox: 0.405018 loss_dfl: 0.410284 loss: 1.721834 eta: 10:53:15 batch_cost: 0.8195 data_cost: 0.0003 ips: 58.5746 images/s [03/13 21:05:30] ppdet.engine INFO: Epoch: [222] [180/610] learning_rate: 0.037701 loss_vfl: 0.935525 loss_bbox: 0.416143 loss_dfl: 0.406303 loss: 1.774994 eta: 10:52:59 batch_cost: 0.8568 data_cost: 0.0003 ips: 56.0222 images/s [03/13 21:05:48] ppdet.engine INFO: Epoch: [222] [200/610] learning_rate: 0.037671 loss_vfl: 0.932501 loss_bbox: 0.419191 loss_dfl: 0.407231 loss: 1.765249 eta: 10:52:43 batch_cost: 0.8383 data_cost: 0.0003 ips: 57.2562 images/s [03/13 21:06:05] ppdet.engine INFO: Epoch: [222] [220/610] learning_rate: 0.037641 loss_vfl: 0.972274 loss_bbox: 0.433596 loss_dfl: 0.435192 loss: 1.849905 eta: 10:52:26 batch_cost: 0.7529 data_cost: 0.0004 ips: 63.7561 images/s [03/13 21:06:24] ppdet.engine INFO: Epoch: [222] [240/610] learning_rate: 0.037611 loss_vfl: 0.903514 loss_bbox: 0.419850 loss_dfl: 0.392485 loss: 1.685648 eta: 10:52:09 batch_cost: 0.8249 data_cost: 0.0003 ips: 58.1895 images/s [03/13 21:06:43] ppdet.engine INFO: Epoch: [222] [260/610] learning_rate: 0.037581 loss_vfl: 0.855801 loss_bbox: 0.379749 loss_dfl: 0.377245 loss: 1.617811 eta: 10:51:52 batch_cost: 0.8206 data_cost: 0.0004 ips: 58.4917 images/s [03/13 21:07:01] ppdet.engine INFO: Epoch: [222] [280/610] learning_rate: 0.037551 loss_vfl: 0.950574 loss_bbox: 0.424110 loss_dfl: 0.415705 loss: 1.775331 eta: 10:51:36 batch_cost: 0.8443 data_cost: 0.0012 ips: 56.8538 images/s [03/13 21:07:20] ppdet.engine INFO: Epoch: [222] [300/610] learning_rate: 0.037521 loss_vfl: 0.919149 loss_bbox: 0.408495 loss_dfl: 0.394931 loss: 1.721209 eta: 10:51:20 batch_cost: 0.8389 data_cost: 0.0004 ips: 57.2191 images/s [03/13 21:07:38] ppdet.engine INFO: Epoch: [222] [320/610] learning_rate: 0.037491 loss_vfl: 0.945208 loss_bbox: 0.429540 loss_dfl: 0.424811 loss: 1.793927 eta: 10:51:03 batch_cost: 0.7937 data_cost: 0.0014 ips: 60.4740 images/s [03/13 21:07:56] ppdet.engine INFO: Epoch: [222] [340/610] learning_rate: 0.037461 loss_vfl: 0.902640 loss_bbox: 0.418684 loss_dfl: 0.401734 loss: 1.719208 eta: 10:50:46 batch_cost: 0.7913 data_cost: 0.0010 ips: 60.6606 images/s [03/13 21:08:16] ppdet.engine INFO: Epoch: [222] [360/610] learning_rate: 0.037431 loss_vfl: 0.933024 loss_bbox: 0.431763 loss_dfl: 0.418233 loss: 1.804998 eta: 10:50:30 batch_cost: 0.8812 data_cost: 0.0003 ips: 54.4697 images/s [03/13 21:08:33] ppdet.engine INFO: Epoch: [222] [380/610] learning_rate: 0.037401 loss_vfl: 0.946084 loss_bbox: 0.413619 loss_dfl: 0.409456 loss: 1.776114 eta: 10:50:13 batch_cost: 0.7836 data_cost: 0.0017 ips: 61.2539 images/s [03/13 21:08:50] ppdet.engine INFO: Epoch: [222] [400/610] learning_rate: 0.037371 loss_vfl: 0.946874 loss_bbox: 0.404393 loss_dfl: 0.401618 loss: 1.798153 eta: 10:49:56 batch_cost: 0.7735 data_cost: 0.0003 ips: 62.0557 images/s [03/13 21:09:09] ppdet.engine INFO: Epoch: [222] [420/610] learning_rate: 0.037341 loss_vfl: 0.919416 loss_bbox: 0.418067 loss_dfl: 0.407669 loss: 1.732192 eta: 10:49:39 batch_cost: 0.8009 data_cost: 0.0004 ips: 59.9350 images/s [03/13 21:09:28] ppdet.engine INFO: Epoch: [222] [440/610] learning_rate: 0.037311 loss_vfl: 0.912569 loss_bbox: 0.403818 loss_dfl: 0.397645 loss: 1.729894 eta: 10:49:23 batch_cost: 0.8338 data_cost: 0.0016 ips: 57.5661 images/s [03/13 21:09:46] ppdet.engine INFO: Epoch: [222] [460/610] learning_rate: 0.037282 loss_vfl: 0.969698 loss_bbox: 0.444054 loss_dfl: 0.424610 loss: 1.820590 eta: 10:49:06 batch_cost: 0.7632 data_cost: 0.0010 ips: 62.8914 images/s [03/13 21:10:04] ppdet.engine INFO: Epoch: [222] [480/610] learning_rate: 0.037252 loss_vfl: 0.923648 loss_bbox: 0.409125 loss_dfl: 0.403112 loss: 1.737123 eta: 10:48:49 batch_cost: 0.8320 data_cost: 0.0012 ips: 57.6923 images/s [03/13 21:10:22] ppdet.engine INFO: Epoch: [222] [500/610] learning_rate: 0.037222 loss_vfl: 0.927812 loss_bbox: 0.404973 loss_dfl: 0.408550 loss: 1.766600 eta: 10:48:33 batch_cost: 0.7946 data_cost: 0.0004 ips: 60.4079 images/s [03/13 21:10:40] ppdet.engine INFO: Epoch: [222] [520/610] learning_rate: 0.037192 loss_vfl: 0.883050 loss_bbox: 0.398583 loss_dfl: 0.391464 loss: 1.663891 eta: 10:48:16 batch_cost: 0.8159 data_cost: 0.0003 ips: 58.8327 images/s [03/13 21:10:59] ppdet.engine INFO: Epoch: [222] [540/610] learning_rate: 0.037162 loss_vfl: 0.959219 loss_bbox: 0.422457 loss_dfl: 0.414210 loss: 1.771759 eta: 10:48:00 batch_cost: 0.8506 data_cost: 0.0011 ips: 56.4320 images/s [03/13 21:11:17] ppdet.engine INFO: Epoch: [222] [560/610] learning_rate: 0.037132 loss_vfl: 0.860293 loss_bbox: 0.387533 loss_dfl: 0.394970 loss: 1.635481 eta: 10:47:43 batch_cost: 0.7916 data_cost: 0.0003 ips: 60.6344 images/s [03/13 21:11:35] ppdet.engine INFO: Epoch: [222] [580/610] learning_rate: 0.037102 loss_vfl: 0.902123 loss_bbox: 0.401275 loss_dfl: 0.399210 loss: 1.693141 eta: 10:47:27 batch_cost: 0.8496 data_cost: 0.0008 ips: 56.4959 images/s [03/13 21:11:54] ppdet.engine INFO: Epoch: [222] [600/610] learning_rate: 0.037072 loss_vfl: 0.944356 loss_bbox: 0.419457 loss_dfl: 0.409809 loss: 1.821930 eta: 10:47:10 batch_cost: 0.8372 data_cost: 0.0018 ips: 57.3367 images/s [03/13 21:12:09] ppdet.engine INFO: Epoch: [223] [ 0/610] learning_rate: 0.037058 loss_vfl: 0.951923 loss_bbox: 0.417789 loss_dfl: 0.413549 loss: 1.809813 eta: 10:47:04 batch_cost: 1.0736 data_cost: 0.2711 ips: 44.7100 images/s [03/13 21:12:30] ppdet.engine INFO: Epoch: [223] [ 20/610] learning_rate: 0.037028 loss_vfl: 0.900020 loss_bbox: 0.394150 loss_dfl: 0.396619 loss: 1.692582 eta: 10:46:48 batch_cost: 0.9071 data_cost: 0.0003 ips: 52.9168 images/s [03/13 21:12:48] ppdet.engine INFO: Epoch: [223] [ 40/610] learning_rate: 0.036998 loss_vfl: 0.960482 loss_bbox: 0.415512 loss_dfl: 0.412356 loss: 1.753385 eta: 10:46:31 batch_cost: 0.8110 data_cost: 0.0008 ips: 59.1841 images/s [03/13 21:13:06] ppdet.engine INFO: Epoch: [223] [ 60/610] learning_rate: 0.036968 loss_vfl: 0.899228 loss_bbox: 0.409706 loss_dfl: 0.398450 loss: 1.703597 eta: 10:46:14 batch_cost: 0.8104 data_cost: 0.0003 ips: 59.2299 images/s [03/13 21:13:24] ppdet.engine INFO: Epoch: [223] [ 80/610] learning_rate: 0.036938 loss_vfl: 0.897767 loss_bbox: 0.396063 loss_dfl: 0.399066 loss: 1.693855 eta: 10:45:58 batch_cost: 0.8336 data_cost: 0.0035 ips: 57.5834 images/s [03/13 21:13:43] ppdet.engine INFO: Epoch: [223] [100/610] learning_rate: 0.036909 loss_vfl: 0.915742 loss_bbox: 0.401865 loss_dfl: 0.406585 loss: 1.704073 eta: 10:45:41 batch_cost: 0.8516 data_cost: 0.0003 ips: 56.3657 images/s [03/13 21:14:01] ppdet.engine INFO: Epoch: [223] [120/610] learning_rate: 0.036879 loss_vfl: 0.947426 loss_bbox: 0.423252 loss_dfl: 0.402302 loss: 1.780506 eta: 10:45:25 batch_cost: 0.8127 data_cost: 0.0009 ips: 59.0636 images/s [03/13 21:14:20] ppdet.engine INFO: Epoch: [223] [140/610] learning_rate: 0.036849 loss_vfl: 0.931066 loss_bbox: 0.404196 loss_dfl: 0.397745 loss: 1.722400 eta: 10:45:08 batch_cost: 0.8366 data_cost: 0.0003 ips: 57.3726 images/s [03/13 21:14:39] ppdet.engine INFO: Epoch: [223] [160/610] learning_rate: 0.036819 loss_vfl: 0.965659 loss_bbox: 0.423615 loss_dfl: 0.423669 loss: 1.809401 eta: 10:44:52 batch_cost: 0.8173 data_cost: 0.0003 ips: 58.7277 images/s [03/13 21:14:57] ppdet.engine INFO: Epoch: [223] [180/610] learning_rate: 0.036790 loss_vfl: 0.929506 loss_bbox: 0.401500 loss_dfl: 0.395998 loss: 1.723365 eta: 10:44:35 batch_cost: 0.8316 data_cost: 0.0003 ips: 57.7167 images/s [03/13 21:15:14] ppdet.engine INFO: Epoch: [223] [200/610] learning_rate: 0.036760 loss_vfl: 0.955308 loss_bbox: 0.426312 loss_dfl: 0.428446 loss: 1.810452 eta: 10:44:18 batch_cost: 0.7422 data_cost: 0.0003 ips: 64.6727 images/s [03/13 21:15:33] ppdet.engine INFO: Epoch: [223] [220/610] learning_rate: 0.036730 loss_vfl: 0.899915 loss_bbox: 0.387202 loss_dfl: 0.389908 loss: 1.656698 eta: 10:44:02 batch_cost: 0.8577 data_cost: 0.0003 ips: 55.9642 images/s [03/13 21:15:50] ppdet.engine INFO: Epoch: [223] [240/610] learning_rate: 0.036700 loss_vfl: 0.919023 loss_bbox: 0.387032 loss_dfl: 0.394944 loss: 1.730417 eta: 10:43:45 batch_cost: 0.7779 data_cost: 0.0010 ips: 61.7033 images/s [03/13 21:16:08] ppdet.engine INFO: Epoch: [223] [260/610] learning_rate: 0.036671 loss_vfl: 0.995106 loss_bbox: 0.427969 loss_dfl: 0.439406 loss: 1.887340 eta: 10:43:28 batch_cost: 0.7790 data_cost: 0.0010 ips: 61.6158 images/s [03/13 21:16:25] ppdet.engine INFO: Epoch: [223] [280/610] learning_rate: 0.036641 loss_vfl: 0.951439 loss_bbox: 0.417923 loss_dfl: 0.414402 loss: 1.767136 eta: 10:43:11 batch_cost: 0.7834 data_cost: 0.0003 ips: 61.2723 images/s [03/13 21:16:43] ppdet.engine INFO: Epoch: [223] [300/610] learning_rate: 0.036611 loss_vfl: 0.884224 loss_bbox: 0.402579 loss_dfl: 0.393726 loss: 1.662731 eta: 10:42:55 batch_cost: 0.8037 data_cost: 0.0003 ips: 59.7218 images/s [03/13 21:17:01] ppdet.engine INFO: Epoch: [223] [320/610] learning_rate: 0.036582 loss_vfl: 0.936185 loss_bbox: 0.418175 loss_dfl: 0.402644 loss: 1.756638 eta: 10:42:38 batch_cost: 0.7650 data_cost: 0.0007 ips: 62.7417 images/s [03/13 21:17:18] ppdet.engine INFO: Epoch: [223] [340/610] learning_rate: 0.036552 loss_vfl: 0.943393 loss_bbox: 0.415003 loss_dfl: 0.404928 loss: 1.720903 eta: 10:42:21 batch_cost: 0.7956 data_cost: 0.0003 ips: 60.3318 images/s [03/13 21:17:36] ppdet.engine INFO: Epoch: [223] [360/610] learning_rate: 0.036522 loss_vfl: 0.887962 loss_bbox: 0.416337 loss_dfl: 0.407456 loss: 1.706961 eta: 10:42:04 batch_cost: 0.7821 data_cost: 0.0008 ips: 61.3760 images/s [03/13 21:17:53] ppdet.engine INFO: Epoch: [223] [380/610] learning_rate: 0.036493 loss_vfl: 0.947552 loss_bbox: 0.421653 loss_dfl: 0.399968 loss: 1.756318 eta: 10:41:47 batch_cost: 0.7862 data_cost: 0.0003 ips: 61.0508 images/s [03/13 21:18:12] ppdet.engine INFO: Epoch: [223] [400/610] learning_rate: 0.036463 loss_vfl: 0.957414 loss_bbox: 0.431951 loss_dfl: 0.419105 loss: 1.811929 eta: 10:41:31 batch_cost: 0.8199 data_cost: 0.0003 ips: 58.5436 images/s [03/13 21:18:30] ppdet.engine INFO: Epoch: [223] [420/610] learning_rate: 0.036433 loss_vfl: 0.943026 loss_bbox: 0.441950 loss_dfl: 0.416444 loss: 1.772768 eta: 10:41:14 batch_cost: 0.7754 data_cost: 0.0006 ips: 61.9007 images/s [03/13 21:18:48] ppdet.engine INFO: Epoch: [223] [440/610] learning_rate: 0.036404 loss_vfl: 0.951577 loss_bbox: 0.424820 loss_dfl: 0.420264 loss: 1.795597 eta: 10:40:57 batch_cost: 0.8142 data_cost: 0.0003 ips: 58.9550 images/s [03/13 21:19:06] ppdet.engine INFO: Epoch: [223] [460/610] learning_rate: 0.036374 loss_vfl: 0.913623 loss_bbox: 0.415145 loss_dfl: 0.416569 loss: 1.740438 eta: 10:40:41 batch_cost: 0.8093 data_cost: 0.0003 ips: 59.3106 images/s [03/13 21:19:25] ppdet.engine INFO: Epoch: [223] [480/610] learning_rate: 0.036345 loss_vfl: 0.908335 loss_bbox: 0.400370 loss_dfl: 0.389780 loss: 1.693632 eta: 10:40:24 batch_cost: 0.7929 data_cost: 0.0008 ips: 60.5380 images/s [03/13 21:19:43] ppdet.engine INFO: Epoch: [223] [500/610] learning_rate: 0.036315 loss_vfl: 0.926520 loss_bbox: 0.410209 loss_dfl: 0.412518 loss: 1.776233 eta: 10:40:07 batch_cost: 0.7767 data_cost: 0.0003 ips: 61.8022 images/s [03/13 21:20:00] ppdet.engine INFO: Epoch: [223] [520/610] learning_rate: 0.036285 loss_vfl: 0.925297 loss_bbox: 0.404576 loss_dfl: 0.396403 loss: 1.756033 eta: 10:39:50 batch_cost: 0.7854 data_cost: 0.0003 ips: 61.1192 images/s [03/13 21:20:18] ppdet.engine INFO: Epoch: [223] [540/610] learning_rate: 0.036256 loss_vfl: 0.911130 loss_bbox: 0.403446 loss_dfl: 0.397749 loss: 1.709456 eta: 10:39:33 batch_cost: 0.8086 data_cost: 0.0010 ips: 59.3655 images/s [03/13 21:20:36] ppdet.engine INFO: Epoch: [223] [560/610] learning_rate: 0.036226 loss_vfl: 0.935671 loss_bbox: 0.392269 loss_dfl: 0.407743 loss: 1.726767 eta: 10:39:17 batch_cost: 0.7792 data_cost: 0.0014 ips: 61.6049 images/s [03/13 21:20:54] ppdet.engine INFO: Epoch: [223] [580/610] learning_rate: 0.036197 loss_vfl: 0.942780 loss_bbox: 0.426010 loss_dfl: 0.413687 loss: 1.793571 eta: 10:39:00 batch_cost: 0.7699 data_cost: 0.0003 ips: 62.3437 images/s [03/13 21:21:12] ppdet.engine INFO: Epoch: [223] [600/610] learning_rate: 0.036167 loss_vfl: 0.834117 loss_bbox: 0.374890 loss_dfl: 0.377874 loss: 1.572890 eta: 10:38:43 batch_cost: 0.7983 data_cost: 0.0005 ips: 60.1275 images/s [03/13 21:21:27] ppdet.engine INFO: Epoch: [224] [ 0/610] learning_rate: 0.036153 loss_vfl: 0.915600 loss_bbox: 0.400927 loss_dfl: 0.405253 loss: 1.721157 eta: 10:38:36 batch_cost: 1.0336 data_cost: 0.2780 ips: 46.4412 images/s [03/13 21:21:46] ppdet.engine INFO: Epoch: [224] [ 20/610] learning_rate: 0.036123 loss_vfl: 0.915470 loss_bbox: 0.416115 loss_dfl: 0.397668 loss: 1.723647 eta: 10:38:20 batch_cost: 0.8153 data_cost: 0.0003 ips: 58.8765 images/s [03/13 21:22:05] ppdet.engine INFO: Epoch: [224] [ 40/610] learning_rate: 0.036093 loss_vfl: 0.992319 loss_bbox: 0.449328 loss_dfl: 0.429395 loss: 1.871007 eta: 10:38:03 batch_cost: 0.8144 data_cost: 0.0003 ips: 58.9427 images/s [03/13 21:22:24] ppdet.engine INFO: Epoch: [224] [ 60/610] learning_rate: 0.036064 loss_vfl: 0.912818 loss_bbox: 0.398902 loss_dfl: 0.397375 loss: 1.706139 eta: 10:37:47 batch_cost: 0.8615 data_cost: 0.0002 ips: 55.7162 images/s [03/13 21:22:42] ppdet.engine INFO: Epoch: [224] [ 80/610] learning_rate: 0.036035 loss_vfl: 0.939907 loss_bbox: 0.402073 loss_dfl: 0.412831 loss: 1.769427 eta: 10:37:30 batch_cost: 0.8216 data_cost: 0.0009 ips: 58.4216 images/s [03/13 21:23:01] ppdet.engine INFO: Epoch: [224] [100/610] learning_rate: 0.036005 loss_vfl: 0.902356 loss_bbox: 0.404460 loss_dfl: 0.403042 loss: 1.727746 eta: 10:37:14 batch_cost: 0.8399 data_cost: 0.0003 ips: 57.1463 images/s [03/13 21:23:19] ppdet.engine INFO: Epoch: [224] [120/610] learning_rate: 0.035976 loss_vfl: 0.935118 loss_bbox: 0.422028 loss_dfl: 0.411217 loss: 1.801396 eta: 10:36:57 batch_cost: 0.8332 data_cost: 0.0003 ips: 57.6095 images/s [03/13 21:23:37] ppdet.engine INFO: Epoch: [224] [140/610] learning_rate: 0.035946 loss_vfl: 0.974666 loss_bbox: 0.427429 loss_dfl: 0.432963 loss: 1.816053 eta: 10:36:41 batch_cost: 0.7972 data_cost: 0.0003 ips: 60.2120 images/s [03/13 21:23:55] ppdet.engine INFO: Epoch: [224] [160/610] learning_rate: 0.035917 loss_vfl: 0.901622 loss_bbox: 0.401962 loss_dfl: 0.394547 loss: 1.703106 eta: 10:36:24 batch_cost: 0.7958 data_cost: 0.0011 ips: 60.3184 images/s [03/13 21:24:13] ppdet.engine INFO: Epoch: [224] [180/610] learning_rate: 0.035887 loss_vfl: 0.909533 loss_bbox: 0.410359 loss_dfl: 0.401129 loss: 1.733806 eta: 10:36:07 batch_cost: 0.7877 data_cost: 0.0008 ips: 60.9373 images/s [03/13 21:24:31] ppdet.engine INFO: Epoch: [224] [200/610] learning_rate: 0.035858 loss_vfl: 0.992333 loss_bbox: 0.421181 loss_dfl: 0.429160 loss: 1.857464 eta: 10:35:50 batch_cost: 0.8219 data_cost: 0.0005 ips: 58.3986 images/s [03/13 21:24:49] ppdet.engine INFO: Epoch: [224] [220/610] learning_rate: 0.035828 loss_vfl: 0.912702 loss_bbox: 0.409028 loss_dfl: 0.389822 loss: 1.725038 eta: 10:35:34 batch_cost: 0.7880 data_cost: 0.0003 ips: 60.9131 images/s [03/13 21:25:06] ppdet.engine INFO: Epoch: [224] [240/610] learning_rate: 0.035799 loss_vfl: 0.910423 loss_bbox: 0.394702 loss_dfl: 0.398024 loss: 1.707526 eta: 10:35:17 batch_cost: 0.7977 data_cost: 0.0003 ips: 60.1721 images/s [03/13 21:25:24] ppdet.engine INFO: Epoch: [224] [260/610] learning_rate: 0.035770 loss_vfl: 0.917596 loss_bbox: 0.418298 loss_dfl: 0.403262 loss: 1.736756 eta: 10:35:00 batch_cost: 0.7642 data_cost: 0.0004 ips: 62.8133 images/s [03/13 21:25:43] ppdet.engine INFO: Epoch: [224] [280/610] learning_rate: 0.035740 loss_vfl: 0.920027 loss_bbox: 0.437024 loss_dfl: 0.413484 loss: 1.749080 eta: 10:34:44 batch_cost: 0.8336 data_cost: 0.0003 ips: 57.5808 images/s [03/13 21:26:00] ppdet.engine INFO: Epoch: [224] [300/610] learning_rate: 0.035711 loss_vfl: 0.896042 loss_bbox: 0.392210 loss_dfl: 0.397673 loss: 1.679634 eta: 10:34:26 batch_cost: 0.7460 data_cost: 0.0003 ips: 64.3465 images/s [03/13 21:26:17] ppdet.engine INFO: Epoch: [224] [320/610] learning_rate: 0.035681 loss_vfl: 0.937940 loss_bbox: 0.428171 loss_dfl: 0.407837 loss: 1.741823 eta: 10:34:09 batch_cost: 0.7629 data_cost: 0.0003 ips: 62.9176 images/s [03/13 21:26:35] ppdet.engine INFO: Epoch: [224] [340/610] learning_rate: 0.035652 loss_vfl: 0.922374 loss_bbox: 0.417406 loss_dfl: 0.422791 loss: 1.778189 eta: 10:33:53 batch_cost: 0.7884 data_cost: 0.0009 ips: 60.8848 images/s [03/13 21:26:53] ppdet.engine INFO: Epoch: [224] [360/610] learning_rate: 0.035623 loss_vfl: 0.897194 loss_bbox: 0.416293 loss_dfl: 0.409814 loss: 1.738416 eta: 10:33:36 batch_cost: 0.8144 data_cost: 0.0003 ips: 58.9363 images/s [03/13 21:27:11] ppdet.engine INFO: Epoch: [224] [380/610] learning_rate: 0.035593 loss_vfl: 0.874186 loss_bbox: 0.388435 loss_dfl: 0.386644 loss: 1.647745 eta: 10:33:20 batch_cost: 0.8239 data_cost: 0.0003 ips: 58.2618 images/s [03/13 21:27:29] ppdet.engine INFO: Epoch: [224] [400/610] learning_rate: 0.035564 loss_vfl: 0.899824 loss_bbox: 0.397442 loss_dfl: 0.397731 loss: 1.681425 eta: 10:33:03 batch_cost: 0.8047 data_cost: 0.0009 ips: 59.6509 images/s [03/13 21:27:47] ppdet.engine INFO: Epoch: [224] [420/610] learning_rate: 0.035535 loss_vfl: 0.855523 loss_bbox: 0.381964 loss_dfl: 0.374252 loss: 1.598028 eta: 10:32:46 batch_cost: 0.7936 data_cost: 0.0015 ips: 60.4871 images/s [03/13 21:28:05] ppdet.engine INFO: Epoch: [224] [440/610] learning_rate: 0.035505 loss_vfl: 0.966008 loss_bbox: 0.429153 loss_dfl: 0.434227 loss: 1.874608 eta: 10:32:29 batch_cost: 0.7692 data_cost: 0.0004 ips: 62.4033 images/s [03/13 21:28:23] ppdet.engine INFO: Epoch: [224] [460/610] learning_rate: 0.035476 loss_vfl: 0.940861 loss_bbox: 0.415162 loss_dfl: 0.407841 loss: 1.771927 eta: 10:32:13 batch_cost: 0.8377 data_cost: 0.0003 ips: 57.2998 images/s [03/13 21:28:41] ppdet.engine INFO: Epoch: [224] [480/610] learning_rate: 0.035447 loss_vfl: 0.918141 loss_bbox: 0.423470 loss_dfl: 0.411890 loss: 1.758672 eta: 10:31:56 batch_cost: 0.7663 data_cost: 0.0003 ips: 62.6374 images/s [03/13 21:28:59] ppdet.engine INFO: Epoch: [224] [500/610] learning_rate: 0.035418 loss_vfl: 0.894749 loss_bbox: 0.404096 loss_dfl: 0.397230 loss: 1.679267 eta: 10:31:39 batch_cost: 0.8221 data_cost: 0.0005 ips: 58.3840 images/s [03/13 21:29:17] ppdet.engine INFO: Epoch: [224] [520/610] learning_rate: 0.035388 loss_vfl: 0.939277 loss_bbox: 0.429539 loss_dfl: 0.412695 loss: 1.754457 eta: 10:31:22 batch_cost: 0.7715 data_cost: 0.0010 ips: 62.2162 images/s [03/13 21:29:35] ppdet.engine INFO: Epoch: [224] [540/610] learning_rate: 0.035359 loss_vfl: 0.951401 loss_bbox: 0.410144 loss_dfl: 0.415219 loss: 1.791748 eta: 10:31:06 batch_cost: 0.8164 data_cost: 0.0003 ips: 58.7935 images/s [03/13 21:29:53] ppdet.engine INFO: Epoch: [224] [560/610] learning_rate: 0.035330 loss_vfl: 0.958261 loss_bbox: 0.444496 loss_dfl: 0.426430 loss: 1.851198 eta: 10:30:49 batch_cost: 0.7854 data_cost: 0.0003 ips: 61.1191 images/s [03/13 21:30:10] ppdet.engine INFO: Epoch: [224] [580/610] learning_rate: 0.035301 loss_vfl: 0.937978 loss_bbox: 0.418332 loss_dfl: 0.417209 loss: 1.769287 eta: 10:30:32 batch_cost: 0.7799 data_cost: 0.0009 ips: 61.5443 images/s [03/13 21:30:28] ppdet.engine INFO: Epoch: [224] [600/610] learning_rate: 0.035271 loss_vfl: 0.922155 loss_bbox: 0.415848 loss_dfl: 0.389683 loss: 1.738883 eta: 10:30:15 batch_cost: 0.7519 data_cost: 0.0004 ips: 63.8359 images/s [03/13 21:30:41] ppdet.engine INFO: Epoch: [225] [ 0/610] learning_rate: 0.035257 loss_vfl: 0.958166 loss_bbox: 0.417971 loss_dfl: 0.412982 loss: 1.838835 eta: 10:30:08 batch_cost: 0.9521 data_cost: 0.2292 ips: 50.4127 images/s [03/13 21:31:02] ppdet.engine INFO: Epoch: [225] [ 20/610] learning_rate: 0.035227 loss_vfl: 0.886289 loss_bbox: 0.382541 loss_dfl: 0.386974 loss: 1.638293 eta: 10:29:52 batch_cost: 0.9216 data_cost: 0.0008 ips: 52.0827 images/s [03/13 21:31:20] ppdet.engine INFO: Epoch: [225] [ 40/610] learning_rate: 0.035198 loss_vfl: 0.931153 loss_bbox: 0.421959 loss_dfl: 0.413082 loss: 1.789873 eta: 10:29:35 batch_cost: 0.7541 data_cost: 0.0004 ips: 63.6539 images/s [03/13 21:31:38] ppdet.engine INFO: Epoch: [225] [ 60/610] learning_rate: 0.035169 loss_vfl: 0.905644 loss_bbox: 0.415893 loss_dfl: 0.405878 loss: 1.742649 eta: 10:29:18 batch_cost: 0.8291 data_cost: 0.0003 ips: 57.8947 images/s [03/13 21:31:56] ppdet.engine INFO: Epoch: [225] [ 80/610] learning_rate: 0.035140 loss_vfl: 0.944690 loss_bbox: 0.412776 loss_dfl: 0.406246 loss: 1.753146 eta: 10:29:02 batch_cost: 0.8010 data_cost: 0.0016 ips: 59.9226 images/s [03/13 21:32:14] ppdet.engine INFO: Epoch: [225] [100/610] learning_rate: 0.035111 loss_vfl: 0.943031 loss_bbox: 0.421749 loss_dfl: 0.410859 loss: 1.781141 eta: 10:28:45 batch_cost: 0.7622 data_cost: 0.0003 ips: 62.9780 images/s [03/13 21:32:33] ppdet.engine INFO: Epoch: [225] [120/610] learning_rate: 0.035082 loss_vfl: 0.859168 loss_bbox: 0.406176 loss_dfl: 0.391934 loss: 1.664332 eta: 10:28:29 batch_cost: 0.8756 data_cost: 0.0012 ips: 54.8183 images/s [03/13 21:32:51] ppdet.engine INFO: Epoch: [225] [140/610] learning_rate: 0.035052 loss_vfl: 0.919658 loss_bbox: 0.397219 loss_dfl: 0.402305 loss: 1.706696 eta: 10:28:12 batch_cost: 0.8262 data_cost: 0.0014 ips: 58.0942 images/s [03/13 21:33:10] ppdet.engine INFO: Epoch: [225] [160/610] learning_rate: 0.035023 loss_vfl: 0.932407 loss_bbox: 0.424701 loss_dfl: 0.411676 loss: 1.761579 eta: 10:27:56 batch_cost: 0.8332 data_cost: 0.0017 ips: 57.6122 images/s [03/13 21:33:28] ppdet.engine INFO: Epoch: [225] [180/610] learning_rate: 0.034994 loss_vfl: 0.967815 loss_bbox: 0.422407 loss_dfl: 0.425824 loss: 1.824883 eta: 10:27:39 batch_cost: 0.8153 data_cost: 0.0003 ips: 58.8730 images/s [03/13 21:33:46] ppdet.engine INFO: Epoch: [225] [200/610] learning_rate: 0.034965 loss_vfl: 0.887202 loss_bbox: 0.376404 loss_dfl: 0.374063 loss: 1.664567 eta: 10:27:22 batch_cost: 0.8269 data_cost: 0.0003 ips: 58.0484 images/s [03/13 21:34:04] ppdet.engine INFO: Epoch: [225] [220/610] learning_rate: 0.034936 loss_vfl: 0.981362 loss_bbox: 0.441109 loss_dfl: 0.434243 loss: 1.859706 eta: 10:27:06 batch_cost: 0.7853 data_cost: 0.0003 ips: 61.1246 images/s [03/13 21:34:22] ppdet.engine INFO: Epoch: [225] [240/610] learning_rate: 0.034907 loss_vfl: 0.962256 loss_bbox: 0.414833 loss_dfl: 0.431329 loss: 1.825023 eta: 10:26:49 batch_cost: 0.8315 data_cost: 0.0020 ips: 57.7282 images/s [03/13 21:34:40] ppdet.engine INFO: Epoch: [225] [260/610] learning_rate: 0.034878 loss_vfl: 0.958126 loss_bbox: 0.438095 loss_dfl: 0.423928 loss: 1.827786 eta: 10:26:32 batch_cost: 0.7533 data_cost: 0.0003 ips: 63.7182 images/s [03/13 21:34:58] ppdet.engine INFO: Epoch: [225] [280/610] learning_rate: 0.034849 loss_vfl: 0.911030 loss_bbox: 0.392948 loss_dfl: 0.393859 loss: 1.699597 eta: 10:26:15 batch_cost: 0.8020 data_cost: 0.0003 ips: 59.8514 images/s [03/13 21:35:16] ppdet.engine INFO: Epoch: [225] [300/610] learning_rate: 0.034820 loss_vfl: 0.919321 loss_bbox: 0.404463 loss_dfl: 0.392829 loss: 1.679766 eta: 10:25:59 batch_cost: 0.8070 data_cost: 0.0015 ips: 59.4788 images/s [03/13 21:35:34] ppdet.engine INFO: Epoch: [225] [320/610] learning_rate: 0.034790 loss_vfl: 0.898463 loss_bbox: 0.401290 loss_dfl: 0.391372 loss: 1.687464 eta: 10:25:42 batch_cost: 0.8088 data_cost: 0.0003 ips: 59.3477 images/s [03/13 21:35:53] ppdet.engine INFO: Epoch: [225] [340/610] learning_rate: 0.034761 loss_vfl: 0.920809 loss_bbox: 0.408736 loss_dfl: 0.399562 loss: 1.729293 eta: 10:25:26 batch_cost: 0.8074 data_cost: 0.0003 ips: 59.4534 images/s [03/13 21:36:11] ppdet.engine INFO: Epoch: [225] [360/610] learning_rate: 0.034732 loss_vfl: 0.923199 loss_bbox: 0.402349 loss_dfl: 0.400720 loss: 1.735532 eta: 10:25:09 batch_cost: 0.8412 data_cost: 0.0003 ips: 57.0623 images/s [03/13 21:36:29] ppdet.engine INFO: Epoch: [225] [380/610] learning_rate: 0.034703 loss_vfl: 0.916383 loss_bbox: 0.408315 loss_dfl: 0.403999 loss: 1.735390 eta: 10:24:52 batch_cost: 0.8089 data_cost: 0.0009 ips: 59.3423 images/s [03/13 21:36:47] ppdet.engine INFO: Epoch: [225] [400/610] learning_rate: 0.034674 loss_vfl: 0.882201 loss_bbox: 0.396366 loss_dfl: 0.392544 loss: 1.685661 eta: 10:24:36 batch_cost: 0.8294 data_cost: 0.0009 ips: 57.8707 images/s [03/13 21:37:05] ppdet.engine INFO: Epoch: [225] [420/610] learning_rate: 0.034645 loss_vfl: 0.897908 loss_bbox: 0.415611 loss_dfl: 0.403465 loss: 1.731319 eta: 10:24:19 batch_cost: 0.7838 data_cost: 0.0003 ips: 61.2402 images/s [03/13 21:37:23] ppdet.engine INFO: Epoch: [225] [440/610] learning_rate: 0.034616 loss_vfl: 0.913687 loss_bbox: 0.411300 loss_dfl: 0.414505 loss: 1.756636 eta: 10:24:02 batch_cost: 0.7692 data_cost: 0.0009 ips: 62.4054 images/s [03/13 21:37:41] ppdet.engine INFO: Epoch: [225] [460/610] learning_rate: 0.034587 loss_vfl: 0.918856 loss_bbox: 0.413643 loss_dfl: 0.398852 loss: 1.739740 eta: 10:23:46 batch_cost: 0.8199 data_cost: 0.0012 ips: 58.5406 images/s [03/13 21:37:57] ppdet.engine INFO: Epoch: [225] [480/610] learning_rate: 0.034558 loss_vfl: 0.918970 loss_bbox: 0.400939 loss_dfl: 0.396068 loss: 1.702415 eta: 10:23:29 batch_cost: 0.7608 data_cost: 0.0003 ips: 63.0923 images/s [03/13 21:38:16] ppdet.engine INFO: Epoch: [225] [500/610] learning_rate: 0.034529 loss_vfl: 0.985159 loss_bbox: 0.421197 loss_dfl: 0.418506 loss: 1.808097 eta: 10:23:12 batch_cost: 0.8393 data_cost: 0.0003 ips: 57.1890 images/s [03/13 21:38:34] ppdet.engine INFO: Epoch: [225] [520/610] learning_rate: 0.034500 loss_vfl: 0.963860 loss_bbox: 0.431246 loss_dfl: 0.412603 loss: 1.780999 eta: 10:22:56 batch_cost: 0.8249 data_cost: 0.0003 ips: 58.1886 images/s [03/13 21:38:52] ppdet.engine INFO: Epoch: [225] [540/610] learning_rate: 0.034471 loss_vfl: 0.897595 loss_bbox: 0.415878 loss_dfl: 0.402244 loss: 1.715256 eta: 10:22:39 batch_cost: 0.8098 data_cost: 0.0010 ips: 59.2742 images/s [03/13 21:39:10] ppdet.engine INFO: Epoch: [225] [560/610] learning_rate: 0.034442 loss_vfl: 0.943721 loss_bbox: 0.417028 loss_dfl: 0.408670 loss: 1.765915 eta: 10:22:22 batch_cost: 0.7888 data_cost: 0.0072 ips: 60.8495 images/s [03/13 21:39:29] ppdet.engine INFO: Epoch: [225] [580/610] learning_rate: 0.034414 loss_vfl: 0.854129 loss_bbox: 0.381988 loss_dfl: 0.377125 loss: 1.642587 eta: 10:22:06 batch_cost: 0.8532 data_cost: 0.0014 ips: 56.2591 images/s [03/13 21:39:48] ppdet.engine INFO: Epoch: [225] [600/610] learning_rate: 0.034385 loss_vfl: 0.968874 loss_bbox: 0.437054 loss_dfl: 0.435256 loss: 1.832206 eta: 10:21:49 batch_cost: 0.8158 data_cost: 0.0004 ips: 58.8344 images/s [03/13 21:40:01] ppdet.engine INFO: Epoch: [226] [ 0/610] learning_rate: 0.034370 loss_vfl: 0.973221 loss_bbox: 0.416835 loss_dfl: 0.417814 loss: 1.819379 eta: 10:21:42 batch_cost: 0.9813 data_cost: 0.2291 ips: 48.9143 images/s [03/13 21:40:22] ppdet.engine INFO: Epoch: [226] [ 20/610] learning_rate: 0.034341 loss_vfl: 0.870411 loss_bbox: 0.388690 loss_dfl: 0.383941 loss: 1.668673 eta: 10:21:26 batch_cost: 0.9088 data_cost: 0.0003 ips: 52.8166 images/s [03/13 21:40:40] ppdet.engine INFO: Epoch: [226] [ 40/610] learning_rate: 0.034312 loss_vfl: 0.923548 loss_bbox: 0.425338 loss_dfl: 0.418936 loss: 1.781676 eta: 10:21:10 batch_cost: 0.8478 data_cost: 0.0003 ips: 56.6198 images/s [03/13 21:40:58] ppdet.engine INFO: Epoch: [226] [ 60/610] learning_rate: 0.034283 loss_vfl: 0.954130 loss_bbox: 0.427696 loss_dfl: 0.429051 loss: 1.826072 eta: 10:20:53 batch_cost: 0.8111 data_cost: 0.0003 ips: 59.1804 images/s [03/13 21:41:17] ppdet.engine INFO: Epoch: [226] [ 80/610] learning_rate: 0.034255 loss_vfl: 0.899936 loss_bbox: 0.426006 loss_dfl: 0.400828 loss: 1.699366 eta: 10:20:37 batch_cost: 0.8292 data_cost: 0.0003 ips: 57.8859 images/s [03/13 21:41:34] ppdet.engine INFO: Epoch: [226] [100/610] learning_rate: 0.034226 loss_vfl: 0.907688 loss_bbox: 0.409799 loss_dfl: 0.412906 loss: 1.745857 eta: 10:20:20 batch_cost: 0.7855 data_cost: 0.0003 ips: 61.1038 images/s [03/13 21:41:53] ppdet.engine INFO: Epoch: [226] [120/610] learning_rate: 0.034197 loss_vfl: 0.882283 loss_bbox: 0.392382 loss_dfl: 0.399777 loss: 1.655923 eta: 10:20:04 batch_cost: 0.8379 data_cost: 0.0003 ips: 57.2886 images/s [03/13 21:42:11] ppdet.engine INFO: Epoch: [226] [140/610] learning_rate: 0.034168 loss_vfl: 0.941916 loss_bbox: 0.419437 loss_dfl: 0.398834 loss: 1.721431 eta: 10:19:47 batch_cost: 0.8274 data_cost: 0.0003 ips: 58.0148 images/s [03/13 21:42:29] ppdet.engine INFO: Epoch: [226] [160/610] learning_rate: 0.034139 loss_vfl: 0.901338 loss_bbox: 0.394271 loss_dfl: 0.393007 loss: 1.706366 eta: 10:19:30 batch_cost: 0.7651 data_cost: 0.0008 ips: 62.7376 images/s [03/13 21:42:47] ppdet.engine INFO: Epoch: [226] [180/610] learning_rate: 0.034110 loss_vfl: 0.971016 loss_bbox: 0.433870 loss_dfl: 0.425864 loss: 1.811801 eta: 10:19:13 batch_cost: 0.8195 data_cost: 0.0016 ips: 58.5689 images/s [03/13 21:43:05] ppdet.engine INFO: Epoch: [226] [200/610] learning_rate: 0.034082 loss_vfl: 0.907826 loss_bbox: 0.395766 loss_dfl: 0.393249 loss: 1.706415 eta: 10:18:57 batch_cost: 0.7984 data_cost: 0.0003 ips: 60.1234 images/s [03/13 21:43:23] ppdet.engine INFO: Epoch: [226] [220/610] learning_rate: 0.034053 loss_vfl: 0.958745 loss_bbox: 0.438651 loss_dfl: 0.426250 loss: 1.833570 eta: 10:18:40 batch_cost: 0.8032 data_cost: 0.0003 ips: 59.7622 images/s [03/13 21:43:41] ppdet.engine INFO: Epoch: [226] [240/610] learning_rate: 0.034024 loss_vfl: 0.951501 loss_bbox: 0.420062 loss_dfl: 0.410069 loss: 1.764732 eta: 10:18:24 batch_cost: 0.8210 data_cost: 0.0003 ips: 58.4670 images/s [03/13 21:43:58] ppdet.engine INFO: Epoch: [226] [260/610] learning_rate: 0.033995 loss_vfl: 0.965509 loss_bbox: 0.436488 loss_dfl: 0.432122 loss: 1.863899 eta: 10:18:07 batch_cost: 0.7893 data_cost: 0.0015 ips: 60.8140 images/s [03/13 21:44:17] ppdet.engine INFO: Epoch: [226] [280/610] learning_rate: 0.033966 loss_vfl: 0.920524 loss_bbox: 0.405713 loss_dfl: 0.392212 loss: 1.710933 eta: 10:17:50 batch_cost: 0.8308 data_cost: 0.0003 ips: 57.7751 images/s [03/13 21:44:35] ppdet.engine INFO: Epoch: [226] [300/610] learning_rate: 0.033938 loss_vfl: 0.958949 loss_bbox: 0.438587 loss_dfl: 0.429658 loss: 1.844399 eta: 10:17:33 batch_cost: 0.7872 data_cost: 0.0003 ips: 60.9726 images/s [03/13 21:44:52] ppdet.engine INFO: Epoch: [226] [320/610] learning_rate: 0.033909 loss_vfl: 0.913601 loss_bbox: 0.409620 loss_dfl: 0.406883 loss: 1.727494 eta: 10:17:17 batch_cost: 0.7879 data_cost: 0.0003 ips: 60.9212 images/s [03/13 21:45:11] ppdet.engine INFO: Epoch: [226] [340/610] learning_rate: 0.033880 loss_vfl: 0.959765 loss_bbox: 0.442852 loss_dfl: 0.428031 loss: 1.835523 eta: 10:17:00 batch_cost: 0.8449 data_cost: 0.0003 ips: 56.8119 images/s [03/13 21:45:29] ppdet.engine INFO: Epoch: [226] [360/610] learning_rate: 0.033851 loss_vfl: 0.915239 loss_bbox: 0.406958 loss_dfl: 0.404395 loss: 1.711595 eta: 10:16:44 batch_cost: 0.7873 data_cost: 0.0003 ips: 60.9649 images/s [03/13 21:45:47] ppdet.engine INFO: Epoch: [226] [380/610] learning_rate: 0.033823 loss_vfl: 0.987368 loss_bbox: 0.428557 loss_dfl: 0.430892 loss: 1.842835 eta: 10:16:27 batch_cost: 0.8483 data_cost: 0.0003 ips: 56.5864 images/s [03/13 21:46:04] ppdet.engine INFO: Epoch: [226] [400/610] learning_rate: 0.033794 loss_vfl: 0.884784 loss_bbox: 0.404082 loss_dfl: 0.400450 loss: 1.684036 eta: 10:16:10 batch_cost: 0.7716 data_cost: 0.0003 ips: 62.2062 images/s [03/13 21:46:22] ppdet.engine INFO: Epoch: [226] [420/610] learning_rate: 0.033765 loss_vfl: 0.845511 loss_bbox: 0.372024 loss_dfl: 0.384541 loss: 1.614837 eta: 10:15:54 batch_cost: 0.8121 data_cost: 0.0042 ips: 59.1085 images/s [03/13 21:46:40] ppdet.engine INFO: Epoch: [226] [440/610] learning_rate: 0.033737 loss_vfl: 0.876638 loss_bbox: 0.387536 loss_dfl: 0.379188 loss: 1.637623 eta: 10:15:37 batch_cost: 0.8116 data_cost: 0.0003 ips: 59.1401 images/s [03/13 21:46:58] ppdet.engine INFO: Epoch: [226] [460/610] learning_rate: 0.033708 loss_vfl: 0.905378 loss_bbox: 0.385636 loss_dfl: 0.388572 loss: 1.683790 eta: 10:15:20 batch_cost: 0.7988 data_cost: 0.0003 ips: 60.0928 images/s [03/13 21:47:16] ppdet.engine INFO: Epoch: [226] [480/610] learning_rate: 0.033679 loss_vfl: 0.910067 loss_bbox: 0.408898 loss_dfl: 0.404199 loss: 1.718786 eta: 10:15:04 batch_cost: 0.8273 data_cost: 0.0003 ips: 58.0220 images/s [03/13 21:47:34] ppdet.engine INFO: Epoch: [226] [500/610] learning_rate: 0.033651 loss_vfl: 0.903354 loss_bbox: 0.415112 loss_dfl: 0.402543 loss: 1.725840 eta: 10:14:47 batch_cost: 0.7730 data_cost: 0.0003 ips: 62.0988 images/s [03/13 21:47:51] ppdet.engine INFO: Epoch: [226] [520/610] learning_rate: 0.033622 loss_vfl: 0.873363 loss_bbox: 0.417744 loss_dfl: 0.392430 loss: 1.682747 eta: 10:14:30 batch_cost: 0.7691 data_cost: 0.0022 ips: 62.4070 images/s [03/13 21:48:10] ppdet.engine INFO: Epoch: [226] [540/610] learning_rate: 0.033593 loss_vfl: 0.899319 loss_bbox: 0.393030 loss_dfl: 0.392788 loss: 1.679840 eta: 10:14:13 batch_cost: 0.8171 data_cost: 0.0003 ips: 58.7459 images/s [03/13 21:48:28] ppdet.engine INFO: Epoch: [226] [560/610] learning_rate: 0.033565 loss_vfl: 0.908344 loss_bbox: 0.398127 loss_dfl: 0.394092 loss: 1.676477 eta: 10:13:57 batch_cost: 0.7972 data_cost: 0.0004 ips: 60.2080 images/s [03/13 21:48:45] ppdet.engine INFO: Epoch: [226] [580/610] learning_rate: 0.033536 loss_vfl: 0.926291 loss_bbox: 0.404152 loss_dfl: 0.409166 loss: 1.777380 eta: 10:13:40 batch_cost: 0.7592 data_cost: 0.0003 ips: 63.2217 images/s [03/13 21:49:03] ppdet.engine INFO: Epoch: [226] [600/610] learning_rate: 0.033507 loss_vfl: 0.931588 loss_bbox: 0.402862 loss_dfl: 0.400618 loss: 1.722083 eta: 10:13:23 batch_cost: 0.8106 data_cost: 0.0009 ips: 59.2140 images/s [03/13 21:49:18] ppdet.engine INFO: Epoch: [227] [ 0/610] learning_rate: 0.033493 loss_vfl: 0.980174 loss_bbox: 0.441567 loss_dfl: 0.434274 loss: 1.858849 eta: 10:13:16 batch_cost: 1.0115 data_cost: 0.1982 ips: 47.4521 images/s [03/13 21:49:37] ppdet.engine INFO: Epoch: [227] [ 20/610] learning_rate: 0.033465 loss_vfl: 0.951699 loss_bbox: 0.435898 loss_dfl: 0.428369 loss: 1.816949 eta: 10:13:00 batch_cost: 0.8735 data_cost: 0.0003 ips: 54.9540 images/s [03/13 21:49:56] ppdet.engine INFO: Epoch: [227] [ 40/610] learning_rate: 0.033436 loss_vfl: 0.932927 loss_bbox: 0.409400 loss_dfl: 0.401702 loss: 1.738591 eta: 10:12:44 batch_cost: 0.8454 data_cost: 0.0003 ips: 56.7789 images/s [03/13 21:50:14] ppdet.engine INFO: Epoch: [227] [ 60/610] learning_rate: 0.033407 loss_vfl: 0.910181 loss_bbox: 0.420160 loss_dfl: 0.409463 loss: 1.768227 eta: 10:12:27 batch_cost: 0.7810 data_cost: 0.0010 ips: 61.4632 images/s [03/13 21:50:31] ppdet.engine INFO: Epoch: [227] [ 80/610] learning_rate: 0.033379 loss_vfl: 0.926800 loss_bbox: 0.418927 loss_dfl: 0.406912 loss: 1.746109 eta: 10:12:10 batch_cost: 0.7644 data_cost: 0.0003 ips: 62.7907 images/s [03/13 21:50:49] ppdet.engine INFO: Epoch: [227] [100/610] learning_rate: 0.033350 loss_vfl: 0.943728 loss_bbox: 0.407170 loss_dfl: 0.412517 loss: 1.748039 eta: 10:11:53 batch_cost: 0.8397 data_cost: 0.0003 ips: 57.1627 images/s [03/13 21:51:08] ppdet.engine INFO: Epoch: [227] [120/610] learning_rate: 0.033322 loss_vfl: 0.935825 loss_bbox: 0.425696 loss_dfl: 0.399296 loss: 1.766293 eta: 10:11:37 batch_cost: 0.8179 data_cost: 0.0003 ips: 58.6899 images/s [03/13 21:51:26] ppdet.engine INFO: Epoch: [227] [140/610] learning_rate: 0.033293 loss_vfl: 0.974457 loss_bbox: 0.443836 loss_dfl: 0.419612 loss: 1.852806 eta: 10:11:20 batch_cost: 0.8265 data_cost: 0.0003 ips: 58.0764 images/s [03/13 21:51:43] ppdet.engine INFO: Epoch: [227] [160/610] learning_rate: 0.033265 loss_vfl: 0.889059 loss_bbox: 0.401705 loss_dfl: 0.390270 loss: 1.690202 eta: 10:11:04 batch_cost: 0.8088 data_cost: 0.0011 ips: 59.3471 images/s [03/13 21:52:02] ppdet.engine INFO: Epoch: [227] [180/610] learning_rate: 0.033236 loss_vfl: 0.900625 loss_bbox: 0.406849 loss_dfl: 0.393053 loss: 1.698749 eta: 10:10:47 batch_cost: 0.8447 data_cost: 0.0003 ips: 56.8257 images/s [03/13 21:52:21] ppdet.engine INFO: Epoch: [227] [200/610] learning_rate: 0.033208 loss_vfl: 0.931844 loss_bbox: 0.401676 loss_dfl: 0.402070 loss: 1.716753 eta: 10:10:31 batch_cost: 0.8637 data_cost: 0.0003 ips: 55.5743 images/s [03/13 21:52:40] ppdet.engine INFO: Epoch: [227] [220/610] learning_rate: 0.033179 loss_vfl: 0.931993 loss_bbox: 0.413227 loss_dfl: 0.401481 loss: 1.748778 eta: 10:10:14 batch_cost: 0.8103 data_cost: 0.0003 ips: 59.2396 images/s [03/13 21:52:58] ppdet.engine INFO: Epoch: [227] [240/610] learning_rate: 0.033151 loss_vfl: 0.943545 loss_bbox: 0.424280 loss_dfl: 0.412732 loss: 1.779293 eta: 10:09:58 batch_cost: 0.8116 data_cost: 0.0003 ips: 59.1423 images/s [03/13 21:53:16] ppdet.engine INFO: Epoch: [227] [260/610] learning_rate: 0.033122 loss_vfl: 0.976243 loss_bbox: 0.430738 loss_dfl: 0.428363 loss: 1.836929 eta: 10:09:41 batch_cost: 0.8227 data_cost: 0.0003 ips: 58.3414 images/s [03/13 21:53:35] ppdet.engine INFO: Epoch: [227] [280/610] learning_rate: 0.033094 loss_vfl: 0.937146 loss_bbox: 0.416661 loss_dfl: 0.408399 loss: 1.728022 eta: 10:09:25 batch_cost: 0.8286 data_cost: 0.0003 ips: 57.9299 images/s [03/13 21:53:52] ppdet.engine INFO: Epoch: [227] [300/610] learning_rate: 0.033065 loss_vfl: 0.888356 loss_bbox: 0.405438 loss_dfl: 0.395419 loss: 1.698699 eta: 10:09:08 batch_cost: 0.7814 data_cost: 0.0003 ips: 61.4244 images/s [03/13 21:54:11] ppdet.engine INFO: Epoch: [227] [320/610] learning_rate: 0.033037 loss_vfl: 0.962888 loss_bbox: 0.426973 loss_dfl: 0.418481 loss: 1.794570 eta: 10:08:51 batch_cost: 0.8243 data_cost: 0.0028 ips: 58.2304 images/s [03/13 21:54:30] ppdet.engine INFO: Epoch: [227] [340/610] learning_rate: 0.033008 loss_vfl: 0.897823 loss_bbox: 0.411806 loss_dfl: 0.399621 loss: 1.707157 eta: 10:08:35 batch_cost: 0.8693 data_cost: 0.0007 ips: 55.2149 images/s [03/13 21:54:47] ppdet.engine INFO: Epoch: [227] [360/610] learning_rate: 0.032980 loss_vfl: 0.946296 loss_bbox: 0.453366 loss_dfl: 0.436182 loss: 1.845173 eta: 10:08:18 batch_cost: 0.8147 data_cost: 0.0010 ips: 58.9145 images/s [03/13 21:55:05] ppdet.engine INFO: Epoch: [227] [380/610] learning_rate: 0.032952 loss_vfl: 0.911190 loss_bbox: 0.402663 loss_dfl: 0.403197 loss: 1.740117 eta: 10:08:02 batch_cost: 0.7985 data_cost: 0.0003 ips: 60.1164 images/s [03/13 21:55:23] ppdet.engine INFO: Epoch: [227] [400/610] learning_rate: 0.032923 loss_vfl: 0.923856 loss_bbox: 0.400595 loss_dfl: 0.385622 loss: 1.700482 eta: 10:07:45 batch_cost: 0.7937 data_cost: 0.0004 ips: 60.4776 images/s [03/13 21:55:40] ppdet.engine INFO: Epoch: [227] [420/610] learning_rate: 0.032895 loss_vfl: 0.890696 loss_bbox: 0.397558 loss_dfl: 0.392082 loss: 1.652806 eta: 10:07:28 batch_cost: 0.7905 data_cost: 0.0003 ips: 60.7226 images/s [03/13 21:56:00] ppdet.engine INFO: Epoch: [227] [440/610] learning_rate: 0.032866 loss_vfl: 0.912138 loss_bbox: 0.389413 loss_dfl: 0.393980 loss: 1.683863 eta: 10:07:12 batch_cost: 0.8553 data_cost: 0.0009 ips: 56.1197 images/s [03/13 21:56:18] ppdet.engine INFO: Epoch: [227] [460/610] learning_rate: 0.032838 loss_vfl: 0.936746 loss_bbox: 0.427903 loss_dfl: 0.408449 loss: 1.761912 eta: 10:06:55 batch_cost: 0.8128 data_cost: 0.0003 ips: 59.0544 images/s [03/13 21:56:35] ppdet.engine INFO: Epoch: [227] [480/610] learning_rate: 0.032810 loss_vfl: 0.987996 loss_bbox: 0.436941 loss_dfl: 0.426432 loss: 1.868650 eta: 10:06:38 batch_cost: 0.7571 data_cost: 0.0003 ips: 63.3972 images/s [03/13 21:56:53] ppdet.engine INFO: Epoch: [227] [500/610] learning_rate: 0.032781 loss_vfl: 0.898563 loss_bbox: 0.391507 loss_dfl: 0.389598 loss: 1.687435 eta: 10:06:22 batch_cost: 0.7920 data_cost: 0.0003 ips: 60.6077 images/s [03/13 21:57:11] ppdet.engine INFO: Epoch: [227] [520/610] learning_rate: 0.032753 loss_vfl: 0.879198 loss_bbox: 0.395842 loss_dfl: 0.391278 loss: 1.657500 eta: 10:06:05 batch_cost: 0.8049 data_cost: 0.0003 ips: 59.6347 images/s [03/13 21:57:29] ppdet.engine INFO: Epoch: [227] [540/610] learning_rate: 0.032725 loss_vfl: 0.930439 loss_bbox: 0.422243 loss_dfl: 0.414406 loss: 1.775657 eta: 10:05:48 batch_cost: 0.7683 data_cost: 0.0003 ips: 62.4795 images/s [03/13 21:57:47] ppdet.engine INFO: Epoch: [227] [560/610] learning_rate: 0.032696 loss_vfl: 0.937026 loss_bbox: 0.425451 loss_dfl: 0.413162 loss: 1.792688 eta: 10:05:31 batch_cost: 0.8081 data_cost: 0.0007 ips: 59.3951 images/s [03/13 21:58:05] ppdet.engine INFO: Epoch: [227] [580/610] learning_rate: 0.032668 loss_vfl: 0.900056 loss_bbox: 0.400159 loss_dfl: 0.385383 loss: 1.672202 eta: 10:05:15 batch_cost: 0.8212 data_cost: 0.0003 ips: 58.4524 images/s [03/13 21:58:24] ppdet.engine INFO: Epoch: [227] [600/610] learning_rate: 0.032640 loss_vfl: 0.865657 loss_bbox: 0.385127 loss_dfl: 0.396584 loss: 1.651694 eta: 10:04:58 batch_cost: 0.7830 data_cost: 0.0004 ips: 61.2997 images/s [03/13 21:58:39] ppdet.engine INFO: Epoch: [228] [ 0/610] learning_rate: 0.032626 loss_vfl: 0.886810 loss_bbox: 0.394163 loss_dfl: 0.393215 loss: 1.667896 eta: 10:04:51 batch_cost: 1.0614 data_cost: 0.2993 ips: 45.2219 images/s [03/13 21:58:58] ppdet.engine INFO: Epoch: [228] [ 20/610] learning_rate: 0.032597 loss_vfl: 0.894121 loss_bbox: 0.401752 loss_dfl: 0.393278 loss: 1.674549 eta: 10:04:35 batch_cost: 0.8579 data_cost: 0.0004 ips: 55.9479 images/s [03/13 21:59:16] ppdet.engine INFO: Epoch: [228] [ 40/610] learning_rate: 0.032569 loss_vfl: 0.918979 loss_bbox: 0.415513 loss_dfl: 0.419911 loss: 1.760658 eta: 10:04:18 batch_cost: 0.8156 data_cost: 0.0003 ips: 58.8517 images/s [03/13 21:59:35] ppdet.engine INFO: Epoch: [228] [ 60/610] learning_rate: 0.032541 loss_vfl: 0.866715 loss_bbox: 0.393955 loss_dfl: 0.387246 loss: 1.676039 eta: 10:04:02 batch_cost: 0.8374 data_cost: 0.0003 ips: 57.3226 images/s [03/13 21:59:54] ppdet.engine INFO: Epoch: [228] [ 80/610] learning_rate: 0.032512 loss_vfl: 0.898812 loss_bbox: 0.380530 loss_dfl: 0.393949 loss: 1.680331 eta: 10:03:45 batch_cost: 0.8486 data_cost: 0.0003 ips: 56.5620 images/s [03/13 22:00:12] ppdet.engine INFO: Epoch: [228] [100/610] learning_rate: 0.032484 loss_vfl: 0.955063 loss_bbox: 0.416945 loss_dfl: 0.415160 loss: 1.792923 eta: 10:03:29 batch_cost: 0.7875 data_cost: 0.0003 ips: 60.9545 images/s [03/13 22:00:30] ppdet.engine INFO: Epoch: [228] [120/610] learning_rate: 0.032456 loss_vfl: 0.938108 loss_bbox: 0.427448 loss_dfl: 0.415652 loss: 1.751100 eta: 10:03:12 batch_cost: 0.7983 data_cost: 0.0005 ips: 60.1251 images/s [03/13 22:00:48] ppdet.engine INFO: Epoch: [228] [140/610] learning_rate: 0.032428 loss_vfl: 0.870821 loss_bbox: 0.372073 loss_dfl: 0.386810 loss: 1.634829 eta: 10:02:55 batch_cost: 0.7859 data_cost: 0.0003 ips: 61.0796 images/s [03/13 22:01:06] ppdet.engine INFO: Epoch: [228] [160/610] learning_rate: 0.032400 loss_vfl: 0.914233 loss_bbox: 0.418363 loss_dfl: 0.417249 loss: 1.780884 eta: 10:02:38 batch_cost: 0.7873 data_cost: 0.0003 ips: 60.9693 images/s [03/13 22:01:24] ppdet.engine INFO: Epoch: [228] [180/610] learning_rate: 0.032371 loss_vfl: 0.937766 loss_bbox: 0.400514 loss_dfl: 0.405825 loss: 1.753560 eta: 10:02:22 batch_cost: 0.8410 data_cost: 0.0003 ips: 57.0730 images/s [03/13 22:01:42] ppdet.engine INFO: Epoch: [228] [200/610] learning_rate: 0.032343 loss_vfl: 0.902953 loss_bbox: 0.408052 loss_dfl: 0.400015 loss: 1.718162 eta: 10:02:05 batch_cost: 0.8018 data_cost: 0.0004 ips: 59.8662 images/s [03/13 22:02:00] ppdet.engine INFO: Epoch: [228] [220/610] learning_rate: 0.032315 loss_vfl: 0.933569 loss_bbox: 0.417633 loss_dfl: 0.407569 loss: 1.756116 eta: 10:01:49 batch_cost: 0.7986 data_cost: 0.0003 ips: 60.1082 images/s [03/13 22:02:17] ppdet.engine INFO: Epoch: [228] [240/610] learning_rate: 0.032287 loss_vfl: 0.892623 loss_bbox: 0.402356 loss_dfl: 0.379829 loss: 1.662840 eta: 10:01:32 batch_cost: 0.7708 data_cost: 0.0017 ips: 62.2729 images/s [03/13 22:02:35] ppdet.engine INFO: Epoch: [228] [260/610] learning_rate: 0.032259 loss_vfl: 0.986106 loss_bbox: 0.416459 loss_dfl: 0.428711 loss: 1.836467 eta: 10:01:15 batch_cost: 0.8118 data_cost: 0.0003 ips: 59.1255 images/s [03/13 22:02:54] ppdet.engine INFO: Epoch: [228] [280/610] learning_rate: 0.032231 loss_vfl: 0.878846 loss_bbox: 0.410104 loss_dfl: 0.389933 loss: 1.686610 eta: 10:00:59 batch_cost: 0.8149 data_cost: 0.0003 ips: 58.9005 images/s [03/13 22:03:12] ppdet.engine INFO: Epoch: [228] [300/610] learning_rate: 0.032202 loss_vfl: 0.951459 loss_bbox: 0.414547 loss_dfl: 0.412482 loss: 1.760015 eta: 10:00:42 batch_cost: 0.8182 data_cost: 0.0004 ips: 58.6673 images/s [03/13 22:03:30] ppdet.engine INFO: Epoch: [228] [320/610] learning_rate: 0.032174 loss_vfl: 0.964992 loss_bbox: 0.448591 loss_dfl: 0.425733 loss: 1.842112 eta: 10:00:25 batch_cost: 0.7918 data_cost: 0.0009 ips: 60.6210 images/s [03/13 22:03:47] ppdet.engine INFO: Epoch: [228] [340/610] learning_rate: 0.032146 loss_vfl: 0.929860 loss_bbox: 0.401894 loss_dfl: 0.398978 loss: 1.744944 eta: 10:00:08 batch_cost: 0.7682 data_cost: 0.0008 ips: 62.4824 images/s [03/13 22:04:06] ppdet.engine INFO: Epoch: [228] [360/610] learning_rate: 0.032118 loss_vfl: 0.963654 loss_bbox: 0.414211 loss_dfl: 0.398960 loss: 1.801470 eta: 9:59:52 batch_cost: 0.8061 data_cost: 0.0004 ips: 59.5453 images/s [03/13 22:04:24] ppdet.engine INFO: Epoch: [228] [380/610] learning_rate: 0.032090 loss_vfl: 0.891048 loss_bbox: 0.393800 loss_dfl: 0.389337 loss: 1.664027 eta: 9:59:35 batch_cost: 0.8410 data_cost: 0.0003 ips: 57.0743 images/s [03/13 22:04:42] ppdet.engine INFO: Epoch: [228] [400/610] learning_rate: 0.032062 loss_vfl: 0.992745 loss_bbox: 0.440075 loss_dfl: 0.424966 loss: 1.858974 eta: 9:59:19 batch_cost: 0.8218 data_cost: 0.0023 ips: 58.4076 images/s [03/13 22:05:00] ppdet.engine INFO: Epoch: [228] [420/610] learning_rate: 0.032034 loss_vfl: 0.932876 loss_bbox: 0.399518 loss_dfl: 0.402985 loss: 1.760509 eta: 9:59:02 batch_cost: 0.8032 data_cost: 0.0004 ips: 59.7645 images/s [03/13 22:05:19] ppdet.engine INFO: Epoch: [228] [440/610] learning_rate: 0.032006 loss_vfl: 0.863649 loss_bbox: 0.386276 loss_dfl: 0.385789 loss: 1.633536 eta: 9:58:46 batch_cost: 0.8366 data_cost: 0.0003 ips: 57.3758 images/s [03/13 22:05:37] ppdet.engine INFO: Epoch: [228] [460/610] learning_rate: 0.031978 loss_vfl: 0.951744 loss_bbox: 0.398874 loss_dfl: 0.410735 loss: 1.760834 eta: 9:58:29 batch_cost: 0.8019 data_cost: 0.0014 ips: 59.8614 images/s [03/13 22:05:55] ppdet.engine INFO: Epoch: [228] [480/610] learning_rate: 0.031950 loss_vfl: 0.907706 loss_bbox: 0.400548 loss_dfl: 0.405393 loss: 1.733109 eta: 9:58:12 batch_cost: 0.8135 data_cost: 0.0003 ips: 59.0013 images/s [03/13 22:06:13] ppdet.engine INFO: Epoch: [228] [500/610] learning_rate: 0.031922 loss_vfl: 0.927404 loss_bbox: 0.409444 loss_dfl: 0.412844 loss: 1.764458 eta: 9:57:55 batch_cost: 0.7868 data_cost: 0.0009 ips: 61.0039 images/s [03/13 22:06:31] ppdet.engine INFO: Epoch: [228] [520/610] learning_rate: 0.031894 loss_vfl: 0.883769 loss_bbox: 0.394433 loss_dfl: 0.390758 loss: 1.662085 eta: 9:57:39 batch_cost: 0.7973 data_cost: 0.0003 ips: 60.2008 images/s [03/13 22:06:50] ppdet.engine INFO: Epoch: [228] [540/610] learning_rate: 0.031866 loss_vfl: 0.902511 loss_bbox: 0.416840 loss_dfl: 0.399444 loss: 1.697229 eta: 9:57:22 batch_cost: 0.8531 data_cost: 0.0009 ips: 56.2638 images/s [03/13 22:07:08] ppdet.engine INFO: Epoch: [228] [560/610] learning_rate: 0.031838 loss_vfl: 0.884261 loss_bbox: 0.399374 loss_dfl: 0.386070 loss: 1.646220 eta: 9:57:06 batch_cost: 0.8072 data_cost: 0.0003 ips: 59.4644 images/s [03/13 22:07:26] ppdet.engine INFO: Epoch: [228] [580/610] learning_rate: 0.031810 loss_vfl: 0.885887 loss_bbox: 0.393733 loss_dfl: 0.395025 loss: 1.672463 eta: 9:56:49 batch_cost: 0.7849 data_cost: 0.0003 ips: 61.1580 images/s [03/13 22:07:44] ppdet.engine INFO: Epoch: [228] [600/610] learning_rate: 0.031782 loss_vfl: 0.886765 loss_bbox: 0.393069 loss_dfl: 0.396170 loss: 1.669031 eta: 9:56:32 batch_cost: 0.8271 data_cost: 0.0004 ips: 58.0348 images/s [03/13 22:07:59] ppdet.engine INFO: Epoch: [229] [ 0/610] learning_rate: 0.031768 loss_vfl: 0.932609 loss_bbox: 0.429942 loss_dfl: 0.405313 loss: 1.746388 eta: 9:56:26 batch_cost: 1.0959 data_cost: 0.3058 ips: 43.8003 images/s [03/13 22:08:19] ppdet.engine INFO: Epoch: [229] [ 20/610] learning_rate: 0.031740 loss_vfl: 0.931722 loss_bbox: 0.417909 loss_dfl: 0.417045 loss: 1.763105 eta: 9:56:09 batch_cost: 0.8521 data_cost: 0.0003 ips: 56.3306 images/s [03/13 22:08:37] ppdet.engine INFO: Epoch: [229] [ 40/610] learning_rate: 0.031712 loss_vfl: 0.935958 loss_bbox: 0.394251 loss_dfl: 0.411988 loss: 1.747971 eta: 9:55:53 batch_cost: 0.8509 data_cost: 0.0003 ips: 56.4130 images/s [03/13 22:08:56] ppdet.engine INFO: Epoch: [229] [ 60/610] learning_rate: 0.031684 loss_vfl: 0.853509 loss_bbox: 0.383744 loss_dfl: 0.394261 loss: 1.624446 eta: 9:55:37 batch_cost: 0.8245 data_cost: 0.0003 ips: 58.2160 images/s [03/13 22:09:14] ppdet.engine INFO: Epoch: [229] [ 80/610] learning_rate: 0.031656 loss_vfl: 0.949703 loss_bbox: 0.407283 loss_dfl: 0.410245 loss: 1.750954 eta: 9:55:20 batch_cost: 0.8163 data_cost: 0.0003 ips: 58.7999 images/s [03/13 22:09:32] ppdet.engine INFO: Epoch: [229] [100/610] learning_rate: 0.031628 loss_vfl: 0.881001 loss_bbox: 0.396009 loss_dfl: 0.390884 loss: 1.672864 eta: 9:55:03 batch_cost: 0.8187 data_cost: 0.0003 ips: 58.6311 images/s [03/13 22:09:50] ppdet.engine INFO: Epoch: [229] [120/610] learning_rate: 0.031600 loss_vfl: 0.877054 loss_bbox: 0.392362 loss_dfl: 0.385318 loss: 1.675904 eta: 9:54:47 batch_cost: 0.8051 data_cost: 0.0015 ips: 59.6163 images/s [03/13 22:10:08] ppdet.engine INFO: Epoch: [229] [140/610] learning_rate: 0.031572 loss_vfl: 0.911563 loss_bbox: 0.410523 loss_dfl: 0.396422 loss: 1.707158 eta: 9:54:30 batch_cost: 0.7983 data_cost: 0.0016 ips: 60.1281 images/s [03/13 22:10:25] ppdet.engine INFO: Epoch: [229] [160/610] learning_rate: 0.031544 loss_vfl: 0.894893 loss_bbox: 0.383655 loss_dfl: 0.401070 loss: 1.684971 eta: 9:54:13 batch_cost: 0.7864 data_cost: 0.0010 ips: 61.0364 images/s [03/13 22:10:43] ppdet.engine INFO: Epoch: [229] [180/610] learning_rate: 0.031516 loss_vfl: 0.926989 loss_bbox: 0.419676 loss_dfl: 0.412158 loss: 1.772381 eta: 9:53:56 batch_cost: 0.7786 data_cost: 0.0003 ips: 61.6459 images/s [03/13 22:11:01] ppdet.engine INFO: Epoch: [229] [200/610] learning_rate: 0.031488 loss_vfl: 0.978385 loss_bbox: 0.439913 loss_dfl: 0.426623 loss: 1.819874 eta: 9:53:40 batch_cost: 0.7728 data_cost: 0.0003 ips: 62.1150 images/s [03/13 22:11:19] ppdet.engine INFO: Epoch: [229] [220/610] learning_rate: 0.031461 loss_vfl: 0.936017 loss_bbox: 0.429255 loss_dfl: 0.415312 loss: 1.767114 eta: 9:53:23 batch_cost: 0.8084 data_cost: 0.0003 ips: 59.3751 images/s [03/13 22:11:37] ppdet.engine INFO: Epoch: [229] [240/610] learning_rate: 0.031433 loss_vfl: 0.904949 loss_bbox: 0.412198 loss_dfl: 0.402950 loss: 1.707930 eta: 9:53:06 batch_cost: 0.8072 data_cost: 0.0003 ips: 59.4657 images/s [03/13 22:11:54] ppdet.engine INFO: Epoch: [229] [260/610] learning_rate: 0.031405 loss_vfl: 0.938032 loss_bbox: 0.411965 loss_dfl: 0.412357 loss: 1.765758 eta: 9:52:49 batch_cost: 0.7718 data_cost: 0.0003 ips: 62.1938 images/s [03/13 22:12:13] ppdet.engine INFO: Epoch: [229] [280/610] learning_rate: 0.031377 loss_vfl: 0.874804 loss_bbox: 0.373619 loss_dfl: 0.382354 loss: 1.629704 eta: 9:52:33 batch_cost: 0.8602 data_cost: 0.0003 ips: 55.8039 images/s [03/13 22:12:31] ppdet.engine INFO: Epoch: [229] [300/610] learning_rate: 0.031349 loss_vfl: 0.890835 loss_bbox: 0.389486 loss_dfl: 0.376267 loss: 1.644570 eta: 9:52:16 batch_cost: 0.7939 data_cost: 0.0003 ips: 60.4593 images/s [03/13 22:12:49] ppdet.engine INFO: Epoch: [229] [320/610] learning_rate: 0.031321 loss_vfl: 0.920126 loss_bbox: 0.418286 loss_dfl: 0.411974 loss: 1.757917 eta: 9:52:00 batch_cost: 0.7905 data_cost: 0.0003 ips: 60.7247 images/s [03/13 22:13:08] ppdet.engine INFO: Epoch: [229] [340/610] learning_rate: 0.031294 loss_vfl: 0.947144 loss_bbox: 0.419681 loss_dfl: 0.409529 loss: 1.805600 eta: 9:51:43 batch_cost: 0.8475 data_cost: 0.0009 ips: 56.6341 images/s [03/13 22:13:26] ppdet.engine INFO: Epoch: [229] [360/610] learning_rate: 0.031266 loss_vfl: 0.957314 loss_bbox: 0.424765 loss_dfl: 0.424516 loss: 1.823855 eta: 9:51:27 batch_cost: 0.8556 data_cost: 0.0003 ips: 56.1002 images/s [03/13 22:13:45] ppdet.engine INFO: Epoch: [229] [380/610] learning_rate: 0.031238 loss_vfl: 0.896246 loss_bbox: 0.390294 loss_dfl: 0.388632 loss: 1.673524 eta: 9:51:10 batch_cost: 0.7828 data_cost: 0.0013 ips: 61.3195 images/s [03/13 22:14:03] ppdet.engine INFO: Epoch: [229] [400/610] learning_rate: 0.031210 loss_vfl: 0.884308 loss_bbox: 0.384335 loss_dfl: 0.387980 loss: 1.674605 eta: 9:50:54 batch_cost: 0.8632 data_cost: 0.0003 ips: 55.6070 images/s [03/13 22:14:22] ppdet.engine INFO: Epoch: [229] [420/610] learning_rate: 0.031182 loss_vfl: 0.921953 loss_bbox: 0.423044 loss_dfl: 0.418956 loss: 1.774960 eta: 9:50:37 batch_cost: 0.8516 data_cost: 0.0003 ips: 56.3656 images/s [03/13 22:14:41] ppdet.engine INFO: Epoch: [229] [440/610] learning_rate: 0.031155 loss_vfl: 0.947572 loss_bbox: 0.429900 loss_dfl: 0.410051 loss: 1.789899 eta: 9:50:21 batch_cost: 0.8843 data_cost: 0.0003 ips: 54.2788 images/s [03/13 22:14:59] ppdet.engine INFO: Epoch: [229] [460/610] learning_rate: 0.031127 loss_vfl: 0.953542 loss_bbox: 0.417790 loss_dfl: 0.391458 loss: 1.699592 eta: 9:50:05 batch_cost: 0.7846 data_cost: 0.0005 ips: 61.1746 images/s [03/13 22:15:16] ppdet.engine INFO: Epoch: [229] [480/610] learning_rate: 0.031099 loss_vfl: 0.883533 loss_bbox: 0.390428 loss_dfl: 0.391748 loss: 1.634476 eta: 9:49:47 batch_cost: 0.7263 data_cost: 0.0009 ips: 66.0854 images/s [03/13 22:15:34] ppdet.engine INFO: Epoch: [229] [500/610] learning_rate: 0.031072 loss_vfl: 0.931188 loss_bbox: 0.416143 loss_dfl: 0.407837 loss: 1.757430 eta: 9:49:31 batch_cost: 0.8068 data_cost: 0.0003 ips: 59.4957 images/s [03/13 22:15:52] ppdet.engine INFO: Epoch: [229] [520/610] learning_rate: 0.031044 loss_vfl: 0.951086 loss_bbox: 0.409855 loss_dfl: 0.426771 loss: 1.790136 eta: 9:49:14 batch_cost: 0.8495 data_cost: 0.0003 ips: 56.5032 images/s [03/13 22:16:10] ppdet.engine INFO: Epoch: [229] [540/610] learning_rate: 0.031016 loss_vfl: 0.869449 loss_bbox: 0.386090 loss_dfl: 0.374883 loss: 1.650110 eta: 9:48:58 batch_cost: 0.7703 data_cost: 0.0006 ips: 62.3130 images/s [03/13 22:16:29] ppdet.engine INFO: Epoch: [229] [560/610] learning_rate: 0.030988 loss_vfl: 0.863423 loss_bbox: 0.371270 loss_dfl: 0.383490 loss: 1.603745 eta: 9:48:41 batch_cost: 0.8481 data_cost: 0.0007 ips: 56.5993 images/s [03/13 22:16:47] ppdet.engine INFO: Epoch: [229] [580/610] learning_rate: 0.030961 loss_vfl: 0.938699 loss_bbox: 0.414104 loss_dfl: 0.410511 loss: 1.757434 eta: 9:48:24 batch_cost: 0.8026 data_cost: 0.0003 ips: 59.8067 images/s [03/13 22:17:04] ppdet.engine INFO: Epoch: [229] [600/610] learning_rate: 0.030933 loss_vfl: 0.922646 loss_bbox: 0.426889 loss_dfl: 0.408557 loss: 1.771680 eta: 9:48:08 batch_cost: 0.7888 data_cost: 0.0003 ips: 60.8554 images/s [03/13 22:17:12] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_s_416_coco [03/13 22:17:12] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_s_416_coco [03/13 22:17:12] ppdet.engine INFO: Eval iter: 0 [03/13 22:17:30] ppdet.engine INFO: Eval iter: 100 [03/13 22:17:40] ppdet.engine INFO: Eval iter: 200 [03/13 22:17:50] ppdet.engine INFO: Eval iter: 300 [03/13 22:18:00] ppdet.engine INFO: Eval iter: 400 [03/13 22:18:10] ppdet.engine INFO: Eval iter: 500 [03/13 22:18:20] ppdet.engine INFO: Eval iter: 600 [03/13 22:18:37] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json. loading annotations into memory... Done (t=0.66s) creating index... index created! [03/13 22:18:37] ppdet.metrics.coco_utils INFO: Start evaluate... Loading and preparing results... DONE (t=5.15s) creating index... index created! Running per image evaluation... Evaluate annotation type *bbox* DONE (t=95.76s). Accumulating evaluation results... DONE (t=18.12s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.321 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.470 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.340 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.117 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 ] = 0.527 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.285 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.453 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.483 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.207 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.544 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.732 [03/13 22:20:38] ppdet.engine INFO: Total sample number: 4952, averge FPS: 69.91530924064563 [03/13 22:20:38] ppdet.engine INFO: Best test bbox ap is 0.321. [03/13 22:20:38] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_s_416_coco [03/13 22:20:38] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_s_416_coco [03/13 22:20:39] ppdet.engine INFO: Epoch: [230] [ 0/610] learning_rate: 0.030919 loss_vfl: 0.925421 loss_bbox: 0.428192 loss_dfl: 0.419854 loss: 1.771680 eta: 9:47:59 batch_cost: 0.6961 data_cost: 0.0003 ips: 68.9571 images/s [03/13 22:20:57] ppdet.engine INFO: Epoch: [230] [ 20/610] learning_rate: 0.030892 loss_vfl: 0.940732 loss_bbox: 0.441526 loss_dfl: 0.422940 loss: 1.808176 eta: 9:47:42 batch_cost: 0.7717 data_cost: 0.0003 ips: 62.1969 images/s [03/13 22:21:14] ppdet.engine INFO: Epoch: [230] [ 40/610] learning_rate: 0.030864 loss_vfl: 0.874499 loss_bbox: 0.396837 loss_dfl: 0.392225 loss: 1.667533 eta: 9:47:25 batch_cost: 0.7850 data_cost: 0.0012 ips: 61.1448 images/s [03/13 22:21:33] ppdet.engine INFO: Epoch: [230] [ 60/610] learning_rate: 0.030836 loss_vfl: 0.886075 loss_bbox: 0.389866 loss_dfl: 0.379621 loss: 1.636280 eta: 9:47:08 batch_cost: 0.8062 data_cost: 0.0035 ips: 59.5389 images/s [03/13 22:21:52] ppdet.engine INFO: Epoch: [230] [ 80/610] learning_rate: 0.030809 loss_vfl: 0.903373 loss_bbox: 0.406131 loss_dfl: 0.409186 loss: 1.733230 eta: 9:46:52 batch_cost: 0.8424 data_cost: 0.0003 ips: 56.9803 images/s [03/13 22:22:10] ppdet.engine INFO: Epoch: [230] [100/610] learning_rate: 0.030781 loss_vfl: 0.917025 loss_bbox: 0.404100 loss_dfl: 0.401292 loss: 1.716650 eta: 9:46:35 batch_cost: 0.7879 data_cost: 0.0003 ips: 60.9178 images/s [03/13 22:22:29] ppdet.engine INFO: Epoch: [230] [120/610] learning_rate: 0.030754 loss_vfl: 0.947388 loss_bbox: 0.405920 loss_dfl: 0.409654 loss: 1.770338 eta: 9:46:19 batch_cost: 0.8541 data_cost: 0.0004 ips: 56.1987 images/s [03/13 22:22:47] ppdet.engine INFO: Epoch: [230] [140/610] learning_rate: 0.030726 loss_vfl: 0.901790 loss_bbox: 0.401612 loss_dfl: 0.397681 loss: 1.666888 eta: 9:46:02 batch_cost: 0.8159 data_cost: 0.0009 ips: 58.8288 images/s [03/13 22:23:05] ppdet.engine INFO: Epoch: [230] [160/610] learning_rate: 0.030698 loss_vfl: 0.892653 loss_bbox: 0.410956 loss_dfl: 0.404573 loss: 1.724809 eta: 9:45:46 batch_cost: 0.8379 data_cost: 0.0003 ips: 57.2835 images/s [03/13 22:23:23] ppdet.engine INFO: Epoch: [230] [180/610] learning_rate: 0.030671 loss_vfl: 0.902955 loss_bbox: 0.393195 loss_dfl: 0.394207 loss: 1.684824 eta: 9:45:29 batch_cost: 0.8081 data_cost: 0.0015 ips: 59.3992 images/s [03/13 22:23:41] ppdet.engine INFO: Epoch: [230] [200/610] learning_rate: 0.030643 loss_vfl: 0.921976 loss_bbox: 0.408022 loss_dfl: 0.404099 loss: 1.732001 eta: 9:45:13 batch_cost: 0.8200 data_cost: 0.0003 ips: 58.5398 images/s [03/13 22:24:00] ppdet.engine INFO: Epoch: [230] [220/610] learning_rate: 0.030616 loss_vfl: 0.872924 loss_bbox: 0.399307 loss_dfl: 0.393663 loss: 1.657045 eta: 9:44:56 batch_cost: 0.8200 data_cost: 0.0003 ips: 58.5390 images/s [03/13 22:24:18] ppdet.engine INFO: Epoch: [230] [240/610] learning_rate: 0.030588 loss_vfl: 0.937191 loss_bbox: 0.420250 loss_dfl: 0.415238 loss: 1.784342 eta: 9:44:40 batch_cost: 0.8111 data_cost: 0.0003 ips: 59.1808 images/s [03/13 22:24:36] ppdet.engine INFO: Epoch: [230] [260/610] learning_rate: 0.030561 loss_vfl: 0.881180 loss_bbox: 0.385703 loss_dfl: 0.381618 loss: 1.648931 eta: 9:44:23 batch_cost: 0.8263 data_cost: 0.0003 ips: 58.0892 images/s [03/13 22:24:54] ppdet.engine INFO: Epoch: [230] [280/610] learning_rate: 0.030533 loss_vfl: 0.907966 loss_bbox: 0.416843 loss_dfl: 0.416735 loss: 1.708778 eta: 9:44:06 batch_cost: 0.8055 data_cost: 0.0003 ips: 59.5878 images/s [03/13 22:25:11] ppdet.engine INFO: Epoch: [230] [300/610] learning_rate: 0.030506 loss_vfl: 0.891112 loss_bbox: 0.392064 loss_dfl: 0.392697 loss: 1.678219 eta: 9:43:49 batch_cost: 0.7496 data_cost: 0.0009 ips: 64.0383 images/s [03/13 22:25:29] ppdet.engine INFO: Epoch: [230] [320/610] learning_rate: 0.030478 loss_vfl: 0.915201 loss_bbox: 0.399920 loss_dfl: 0.411321 loss: 1.720837 eta: 9:43:33 batch_cost: 0.7926 data_cost: 0.0003 ips: 60.5579 images/s [03/13 22:25:47] ppdet.engine INFO: Epoch: [230] [340/610] learning_rate: 0.030451 loss_vfl: 0.936701 loss_bbox: 0.401310 loss_dfl: 0.404156 loss: 1.746643 eta: 9:43:16 batch_cost: 0.8380 data_cost: 0.0004 ips: 57.2804 images/s [03/13 22:26:05] ppdet.engine INFO: Epoch: [230] [360/610] learning_rate: 0.030423 loss_vfl: 0.937620 loss_bbox: 0.394335 loss_dfl: 0.407964 loss: 1.731413 eta: 9:42:59 batch_cost: 0.7897 data_cost: 0.0003 ips: 60.7801 images/s [03/13 22:26:23] ppdet.engine INFO: Epoch: [230] [380/610] learning_rate: 0.030396 loss_vfl: 0.920208 loss_bbox: 0.379700 loss_dfl: 0.387362 loss: 1.681435 eta: 9:42:43 batch_cost: 0.8032 data_cost: 0.0003 ips: 59.7642 images/s [03/13 22:26:40] ppdet.engine INFO: Epoch: [230] [400/610] learning_rate: 0.030368 loss_vfl: 0.906409 loss_bbox: 0.396895 loss_dfl: 0.399255 loss: 1.712820 eta: 9:42:26 batch_cost: 0.7930 data_cost: 0.0003 ips: 60.5288 images/s [03/13 22:26:58] ppdet.engine INFO: Epoch: [230] [420/610] learning_rate: 0.030341 loss_vfl: 0.942312 loss_bbox: 0.436316 loss_dfl: 0.425771 loss: 1.803400 eta: 9:42:09 batch_cost: 0.8125 data_cost: 0.0003 ips: 59.0739 images/s [03/13 22:27:16] ppdet.engine INFO: Epoch: [230] [440/610] learning_rate: 0.030314 loss_vfl: 0.952261 loss_bbox: 0.425658 loss_dfl: 0.412928 loss: 1.749845 eta: 9:41:53 batch_cost: 0.7989 data_cost: 0.0003 ips: 60.0789 images/s [03/13 22:27:35] ppdet.engine INFO: Epoch: [230] [460/610] learning_rate: 0.030286 loss_vfl: 0.859528 loss_bbox: 0.385357 loss_dfl: 0.381389 loss: 1.623614 eta: 9:41:36 batch_cost: 0.8184 data_cost: 0.0014 ips: 58.6490 images/s [03/13 22:27:52] ppdet.engine INFO: Epoch: [230] [480/610] learning_rate: 0.030259 loss_vfl: 0.919032 loss_bbox: 0.397448 loss_dfl: 0.395853 loss: 1.704074 eta: 9:41:19 batch_cost: 0.7884 data_cost: 0.0003 ips: 60.8844 images/s [03/13 22:28:10] ppdet.engine INFO: Epoch: [230] [500/610] learning_rate: 0.030231 loss_vfl: 0.913611 loss_bbox: 0.409484 loss_dfl: 0.406843 loss: 1.733433 eta: 9:41:02 batch_cost: 0.7469 data_cost: 0.0004 ips: 64.2643 images/s [03/13 22:28:28] ppdet.engine INFO: Epoch: [230] [520/610] learning_rate: 0.030204 loss_vfl: 0.910503 loss_bbox: 0.403348 loss_dfl: 0.399510 loss: 1.721918 eta: 9:40:46 batch_cost: 0.8357 data_cost: 0.0009 ips: 57.4338 images/s [03/13 22:28:47] ppdet.engine INFO: Epoch: [230] [540/610] learning_rate: 0.030177 loss_vfl: 0.898574 loss_bbox: 0.390929 loss_dfl: 0.397877 loss: 1.695450 eta: 9:40:29 batch_cost: 0.8302 data_cost: 0.0003 ips: 57.8194 images/s [03/13 22:29:05] ppdet.engine INFO: Epoch: [230] [560/610] learning_rate: 0.030149 loss_vfl: 0.888968 loss_bbox: 0.395880 loss_dfl: 0.397767 loss: 1.707129 eta: 9:40:13 batch_cost: 0.8224 data_cost: 0.0003 ips: 58.3635 images/s [03/13 22:29:23] ppdet.engine INFO: Epoch: [230] [580/610] learning_rate: 0.030122 loss_vfl: 0.957506 loss_bbox: 0.426392 loss_dfl: 0.417466 loss: 1.809587 eta: 9:39:56 batch_cost: 0.7919 data_cost: 0.0003 ips: 60.6149 images/s [03/13 22:29:42] ppdet.engine INFO: Epoch: [230] [600/610] learning_rate: 0.030095 loss_vfl: 0.895682 loss_bbox: 0.397774 loss_dfl: 0.400228 loss: 1.685179 eta: 9:39:40 batch_cost: 0.8579 data_cost: 0.0004 ips: 55.9505 images/s [03/13 22:29:57] ppdet.engine INFO: Epoch: [231] [ 0/610] learning_rate: 0.030081 loss_vfl: 0.933735 loss_bbox: 0.409395 loss_dfl: 0.418415 loss: 1.755013 eta: 9:39:33 batch_cost: 1.0337 data_cost: 0.2814 ips: 46.4353 images/s [03/13 22:30:19] ppdet.engine INFO: Epoch: [231] [ 20/610] learning_rate: 0.030054 loss_vfl: 0.901587 loss_bbox: 0.393405 loss_dfl: 0.386611 loss: 1.689071 eta: 9:39:17 batch_cost: 0.9603 data_cost: 0.0010 ips: 49.9825 images/s [03/13 22:30:36] ppdet.engine INFO: Epoch: [231] [ 40/610] learning_rate: 0.030026 loss_vfl: 0.879075 loss_bbox: 0.397738 loss_dfl: 0.397427 loss: 1.676129 eta: 9:39:00 batch_cost: 0.7915 data_cost: 0.0004 ips: 60.6453 images/s [03/13 22:30:55] ppdet.engine INFO: Epoch: [231] [ 60/610] learning_rate: 0.029999 loss_vfl: 0.891732 loss_bbox: 0.395536 loss_dfl: 0.390433 loss: 1.693056 eta: 9:38:44 batch_cost: 0.8138 data_cost: 0.0004 ips: 58.9833 images/s [03/13 22:31:13] ppdet.engine INFO: Epoch: [231] [ 80/610] learning_rate: 0.029972 loss_vfl: 0.939056 loss_bbox: 0.449778 loss_dfl: 0.429641 loss: 1.809911 eta: 9:38:27 batch_cost: 0.8190 data_cost: 0.0003 ips: 58.6097 images/s [03/13 22:31:31] ppdet.engine INFO: Epoch: [231] [100/610] learning_rate: 0.029944 loss_vfl: 0.945225 loss_bbox: 0.422785 loss_dfl: 0.408688 loss: 1.772473 eta: 9:38:11 batch_cost: 0.8357 data_cost: 0.0011 ips: 57.4379 images/s [03/13 22:31:50] ppdet.engine INFO: Epoch: [231] [120/610] learning_rate: 0.029917 loss_vfl: 0.915336 loss_bbox: 0.387067 loss_dfl: 0.394724 loss: 1.699411 eta: 9:37:54 batch_cost: 0.8128 data_cost: 0.0003 ips: 59.0527 images/s [03/13 22:32:08] ppdet.engine INFO: Epoch: [231] [140/610] learning_rate: 0.029890 loss_vfl: 0.906615 loss_bbox: 0.382963 loss_dfl: 0.394377 loss: 1.693621 eta: 9:37:38 batch_cost: 0.8401 data_cost: 0.0003 ips: 57.1393 images/s [03/13 22:32:27] ppdet.engine INFO: Epoch: [231] [160/610] learning_rate: 0.029863 loss_vfl: 0.946458 loss_bbox: 0.404656 loss_dfl: 0.405437 loss: 1.750840 eta: 9:37:21 batch_cost: 0.8367 data_cost: 0.0004 ips: 57.3654 images/s [03/13 22:32:46] ppdet.engine INFO: Epoch: [231] [180/610] learning_rate: 0.029835 loss_vfl: 0.907722 loss_bbox: 0.403723 loss_dfl: 0.398064 loss: 1.718933 eta: 9:37:05 batch_cost: 0.8394 data_cost: 0.0003 ips: 57.1866 images/s [03/13 22:33:05] ppdet.engine INFO: Epoch: [231] [200/610] learning_rate: 0.029808 loss_vfl: 0.878032 loss_bbox: 0.398816 loss_dfl: 0.382303 loss: 1.664953 eta: 9:36:48 batch_cost: 0.8515 data_cost: 0.0003 ips: 56.3722 images/s [03/13 22:33:23] ppdet.engine INFO: Epoch: [231] [220/610] learning_rate: 0.029781 loss_vfl: 0.867323 loss_bbox: 0.400642 loss_dfl: 0.387647 loss: 1.674525 eta: 9:36:32 batch_cost: 0.8258 data_cost: 0.0003 ips: 58.1256 images/s [03/13 22:33:41] ppdet.engine INFO: Epoch: [231] [240/610] learning_rate: 0.029754 loss_vfl: 0.942891 loss_bbox: 0.422101 loss_dfl: 0.420075 loss: 1.770345 eta: 9:36:15 batch_cost: 0.7869 data_cost: 0.0003 ips: 60.9962 images/s [03/13 22:34:00] ppdet.engine INFO: Epoch: [231] [260/610] learning_rate: 0.029727 loss_vfl: 0.922060 loss_bbox: 0.414634 loss_dfl: 0.403239 loss: 1.738641 eta: 9:35:59 batch_cost: 0.8463 data_cost: 0.0020 ips: 56.7164 images/s [03/13 22:34:18] ppdet.engine INFO: Epoch: [231] [280/610] learning_rate: 0.029699 loss_vfl: 0.934551 loss_bbox: 0.400457 loss_dfl: 0.409251 loss: 1.765032 eta: 9:35:42 batch_cost: 0.8028 data_cost: 0.0004 ips: 59.7935 images/s [03/13 22:34:36] ppdet.engine INFO: Epoch: [231] [300/610] learning_rate: 0.029672 loss_vfl: 0.962327 loss_bbox: 0.444995 loss_dfl: 0.432448 loss: 1.843181 eta: 9:35:25 batch_cost: 0.7752 data_cost: 0.0003 ips: 61.9219 images/s [03/13 22:34:54] ppdet.engine INFO: Epoch: [231] [320/610] learning_rate: 0.029645 loss_vfl: 0.913716 loss_bbox: 0.385725 loss_dfl: 0.387351 loss: 1.670657 eta: 9:35:08 batch_cost: 0.7596 data_cost: 0.0009 ips: 63.1911 images/s [03/13 22:35:12] ppdet.engine INFO: Epoch: [231] [340/610] learning_rate: 0.029618 loss_vfl: 0.899075 loss_bbox: 0.427820 loss_dfl: 0.405081 loss: 1.729246 eta: 9:34:52 batch_cost: 0.7865 data_cost: 0.0003 ips: 61.0310 images/s [03/13 22:35:29] ppdet.engine INFO: Epoch: [231] [360/610] learning_rate: 0.029591 loss_vfl: 0.894074 loss_bbox: 0.394213 loss_dfl: 0.383136 loss: 1.668236 eta: 9:34:35 batch_cost: 0.7826 data_cost: 0.0003 ips: 61.3335 images/s [03/13 22:35:47] ppdet.engine INFO: Epoch: [231] [380/610] learning_rate: 0.029564 loss_vfl: 0.883025 loss_bbox: 0.414117 loss_dfl: 0.403106 loss: 1.703355 eta: 9:34:18 batch_cost: 0.8121 data_cost: 0.0003 ips: 59.1047 images/s [03/13 22:36:05] ppdet.engine INFO: Epoch: [231] [400/610] learning_rate: 0.029536 loss_vfl: 0.911618 loss_bbox: 0.419716 loss_dfl: 0.403411 loss: 1.734556 eta: 9:34:02 batch_cost: 0.8081 data_cost: 0.0003 ips: 59.3984 images/s [03/13 22:36:24] ppdet.engine INFO: Epoch: [231] [420/610] learning_rate: 0.029509 loss_vfl: 0.928145 loss_bbox: 0.413716 loss_dfl: 0.408365 loss: 1.714714 eta: 9:33:45 batch_cost: 0.8282 data_cost: 0.0005 ips: 57.9568 images/s [03/13 22:36:43] ppdet.engine INFO: Epoch: [231] [440/610] learning_rate: 0.029482 loss_vfl: 0.892480 loss_bbox: 0.402014 loss_dfl: 0.387507 loss: 1.685220 eta: 9:33:29 batch_cost: 0.8431 data_cost: 0.0003 ips: 56.9360 images/s [03/13 22:37:00] ppdet.engine INFO: Epoch: [231] [460/610] learning_rate: 0.029455 loss_vfl: 0.902125 loss_bbox: 0.412256 loss_dfl: 0.406006 loss: 1.741927 eta: 9:33:12 batch_cost: 0.7680 data_cost: 0.0013 ips: 62.4960 images/s [03/13 22:37:18] ppdet.engine INFO: Epoch: [231] [480/610] learning_rate: 0.029428 loss_vfl: 0.895652 loss_bbox: 0.400395 loss_dfl: 0.390854 loss: 1.693861 eta: 9:32:55 batch_cost: 0.7915 data_cost: 0.0009 ips: 60.6441 images/s [03/13 22:37:36] ppdet.engine INFO: Epoch: [231] [500/610] learning_rate: 0.029401 loss_vfl: 0.986650 loss_bbox: 0.412775 loss_dfl: 0.411775 loss: 1.795462 eta: 9:32:39 batch_cost: 0.8231 data_cost: 0.0003 ips: 58.3130 images/s [03/13 22:37:54] ppdet.engine INFO: Epoch: [231] [520/610] learning_rate: 0.029374 loss_vfl: 0.906984 loss_bbox: 0.419677 loss_dfl: 0.400984 loss: 1.704406 eta: 9:32:22 batch_cost: 0.8058 data_cost: 0.0003 ips: 59.5694 images/s [03/13 22:38:13] ppdet.engine INFO: Epoch: [231] [540/610] learning_rate: 0.029347 loss_vfl: 0.980071 loss_bbox: 0.439709 loss_dfl: 0.434455 loss: 1.854286 eta: 9:32:05 batch_cost: 0.8253 data_cost: 0.0003 ips: 58.1599 images/s [03/13 22:38:31] ppdet.engine INFO: Epoch: [231] [560/610] learning_rate: 0.029320 loss_vfl: 0.908407 loss_bbox: 0.412126 loss_dfl: 0.410097 loss: 1.733662 eta: 9:31:49 batch_cost: 0.8552 data_cost: 0.0003 ips: 56.1279 images/s [03/13 22:38:49] ppdet.engine INFO: Epoch: [231] [580/610] learning_rate: 0.029293 loss_vfl: 0.957110 loss_bbox: 0.440505 loss_dfl: 0.425138 loss: 1.815383 eta: 9:31:32 batch_cost: 0.7879 data_cost: 0.0003 ips: 60.9176 images/s [03/13 22:39:08] ppdet.engine INFO: Epoch: [231] [600/610] learning_rate: 0.029266 loss_vfl: 0.896640 loss_bbox: 0.400879 loss_dfl: 0.395007 loss: 1.674756 eta: 9:31:16 batch_cost: 0.8280 data_cost: 0.0004 ips: 57.9683 images/s [03/13 22:39:21] ppdet.engine INFO: Epoch: [232] [ 0/610] learning_rate: 0.029252 loss_vfl: 0.843487 loss_bbox: 0.384267 loss_dfl: 0.370266 loss: 1.599947 eta: 9:31:08 batch_cost: 0.9931 data_cost: 0.2247 ips: 48.3330 images/s [03/13 22:39:41] ppdet.engine INFO: Epoch: [232] [ 20/610] learning_rate: 0.029225 loss_vfl: 0.922674 loss_bbox: 0.434127 loss_dfl: 0.408487 loss: 1.767353 eta: 9:30:52 batch_cost: 0.8735 data_cost: 0.0003 ips: 54.9493 images/s [03/13 22:39:59] ppdet.engine INFO: Epoch: [232] [ 40/610] learning_rate: 0.029198 loss_vfl: 0.885044 loss_bbox: 0.397350 loss_dfl: 0.379466 loss: 1.639666 eta: 9:30:36 batch_cost: 0.8098 data_cost: 0.0009 ips: 59.2735 images/s [03/13 22:40:17] ppdet.engine INFO: Epoch: [232] [ 60/610] learning_rate: 0.029171 loss_vfl: 0.955872 loss_bbox: 0.417114 loss_dfl: 0.405503 loss: 1.790438 eta: 9:30:19 batch_cost: 0.7842 data_cost: 0.0002 ips: 61.2095 images/s [03/13 22:40:35] ppdet.engine INFO: Epoch: [232] [ 80/610] learning_rate: 0.029144 loss_vfl: 0.940156 loss_bbox: 0.414023 loss_dfl: 0.415269 loss: 1.781073 eta: 9:30:02 batch_cost: 0.8325 data_cost: 0.0009 ips: 57.6548 images/s [03/13 22:40:53] ppdet.engine INFO: Epoch: [232] [100/610] learning_rate: 0.029117 loss_vfl: 0.890945 loss_bbox: 0.399609 loss_dfl: 0.404167 loss: 1.714987 eta: 9:29:46 batch_cost: 0.7955 data_cost: 0.0009 ips: 60.3398 images/s [03/13 22:41:11] ppdet.engine INFO: Epoch: [232] [120/610] learning_rate: 0.029091 loss_vfl: 0.900265 loss_bbox: 0.395816 loss_dfl: 0.403528 loss: 1.704249 eta: 9:29:29 batch_cost: 0.7754 data_cost: 0.0003 ips: 61.9004 images/s [03/13 22:41:29] ppdet.engine INFO: Epoch: [232] [140/610] learning_rate: 0.029064 loss_vfl: 0.905956 loss_bbox: 0.394598 loss_dfl: 0.394114 loss: 1.723581 eta: 9:29:12 batch_cost: 0.8271 data_cost: 0.0003 ips: 58.0372 images/s [03/13 22:41:47] ppdet.engine INFO: Epoch: [232] [160/610] learning_rate: 0.029037 loss_vfl: 0.919682 loss_bbox: 0.432385 loss_dfl: 0.421105 loss: 1.773598 eta: 9:28:56 batch_cost: 0.8375 data_cost: 0.0006 ips: 57.3129 images/s [03/13 22:42:05] ppdet.engine INFO: Epoch: [232] [180/610] learning_rate: 0.029010 loss_vfl: 0.914529 loss_bbox: 0.400839 loss_dfl: 0.401125 loss: 1.722294 eta: 9:28:39 batch_cost: 0.7820 data_cost: 0.0016 ips: 61.3776 images/s [03/13 22:42:24] ppdet.engine INFO: Epoch: [232] [200/610] learning_rate: 0.028983 loss_vfl: 0.909385 loss_bbox: 0.404531 loss_dfl: 0.398428 loss: 1.725372 eta: 9:28:23 batch_cost: 0.8429 data_cost: 0.0019 ips: 56.9461 images/s [03/13 22:42:41] ppdet.engine INFO: Epoch: [232] [220/610] learning_rate: 0.028956 loss_vfl: 0.933337 loss_bbox: 0.424848 loss_dfl: 0.420684 loss: 1.791646 eta: 9:28:06 batch_cost: 0.7269 data_cost: 0.0008 ips: 66.0295 images/s [03/13 22:42:59] ppdet.engine INFO: Epoch: [232] [240/610] learning_rate: 0.028929 loss_vfl: 0.927108 loss_bbox: 0.390881 loss_dfl: 0.407177 loss: 1.744867 eta: 9:27:49 batch_cost: 0.7731 data_cost: 0.0003 ips: 62.0879 images/s [03/13 22:43:16] ppdet.engine INFO: Epoch: [232] [260/610] learning_rate: 0.028902 loss_vfl: 0.920924 loss_bbox: 0.421080 loss_dfl: 0.411714 loss: 1.743769 eta: 9:27:32 batch_cost: 0.7926 data_cost: 0.0003 ips: 60.5576 images/s [03/13 22:43:34] ppdet.engine INFO: Epoch: [232] [280/610] learning_rate: 0.028875 loss_vfl: 0.907715 loss_bbox: 0.396941 loss_dfl: 0.398030 loss: 1.692312 eta: 9:27:15 batch_cost: 0.8080 data_cost: 0.0010 ips: 59.4042 images/s [03/13 22:43:53] ppdet.engine INFO: Epoch: [232] [300/610] learning_rate: 0.028849 loss_vfl: 0.931108 loss_bbox: 0.423199 loss_dfl: 0.425389 loss: 1.776701 eta: 9:26:59 batch_cost: 0.8220 data_cost: 0.0003 ips: 58.3939 images/s [03/13 22:44:12] ppdet.engine INFO: Epoch: [232] [320/610] learning_rate: 0.028822 loss_vfl: 0.976287 loss_bbox: 0.428899 loss_dfl: 0.423286 loss: 1.826150 eta: 9:26:43 batch_cost: 0.8704 data_cost: 0.0003 ips: 55.1482 images/s [03/13 22:44:29] ppdet.engine INFO: Epoch: [232] [340/610] learning_rate: 0.028795 loss_vfl: 0.960111 loss_bbox: 0.432207 loss_dfl: 0.416633 loss: 1.770954 eta: 9:26:26 batch_cost: 0.7845 data_cost: 0.0003 ips: 61.1893 images/s [03/13 22:44:48] ppdet.engine INFO: Epoch: [232] [360/610] learning_rate: 0.028768 loss_vfl: 0.905001 loss_bbox: 0.418896 loss_dfl: 0.407347 loss: 1.721434 eta: 9:26:09 batch_cost: 0.8353 data_cost: 0.0004 ips: 57.4640 images/s [03/13 22:45:07] ppdet.engine INFO: Epoch: [232] [380/610] learning_rate: 0.028741 loss_vfl: 0.913418 loss_bbox: 0.400555 loss_dfl: 0.390847 loss: 1.718382 eta: 9:25:53 batch_cost: 0.8145 data_cost: 0.0003 ips: 58.9289 images/s [03/13 22:45:26] ppdet.engine INFO: Epoch: [232] [400/610] learning_rate: 0.028714 loss_vfl: 0.899409 loss_bbox: 0.385653 loss_dfl: 0.390666 loss: 1.672408 eta: 9:25:37 batch_cost: 0.8878 data_cost: 0.0003 ips: 54.0632 images/s [03/13 22:45:44] ppdet.engine INFO: Epoch: [232] [420/610] learning_rate: 0.028688 loss_vfl: 0.921570 loss_bbox: 0.396590 loss_dfl: 0.396511 loss: 1.713292 eta: 9:25:20 batch_cost: 0.7870 data_cost: 0.0008 ips: 60.9930 images/s [03/13 22:46:03] ppdet.engine INFO: Epoch: [232] [440/610] learning_rate: 0.028661 loss_vfl: 0.893126 loss_bbox: 0.408113 loss_dfl: 0.392295 loss: 1.698090 eta: 9:25:04 batch_cost: 0.8612 data_cost: 0.0003 ips: 55.7370 images/s [03/13 22:46:21] ppdet.engine INFO: Epoch: [232] [460/610] learning_rate: 0.028634 loss_vfl: 0.885816 loss_bbox: 0.395561 loss_dfl: 0.402293 loss: 1.729974 eta: 9:24:47 batch_cost: 0.8255 data_cost: 0.0003 ips: 58.1442 images/s [03/13 22:46:40] ppdet.engine INFO: Epoch: [232] [480/610] learning_rate: 0.028607 loss_vfl: 0.910352 loss_bbox: 0.412246 loss_dfl: 0.413709 loss: 1.784600 eta: 9:24:30 batch_cost: 0.7954 data_cost: 0.0003 ips: 60.3468 images/s [03/13 22:46:58] ppdet.engine INFO: Epoch: [232] [500/610] learning_rate: 0.028581 loss_vfl: 0.908901 loss_bbox: 0.417677 loss_dfl: 0.416856 loss: 1.729435 eta: 9:24:14 batch_cost: 0.8034 data_cost: 0.0003 ips: 59.7448 images/s [03/13 22:47:16] ppdet.engine INFO: Epoch: [232] [520/610] learning_rate: 0.028554 loss_vfl: 0.927259 loss_bbox: 0.413015 loss_dfl: 0.420889 loss: 1.782593 eta: 9:23:57 batch_cost: 0.7655 data_cost: 0.0003 ips: 62.7032 images/s [03/13 22:47:34] ppdet.engine INFO: Epoch: [232] [540/610] learning_rate: 0.028527 loss_vfl: 0.915026 loss_bbox: 0.425714 loss_dfl: 0.423103 loss: 1.754434 eta: 9:23:40 batch_cost: 0.8412 data_cost: 0.0003 ips: 57.0607 images/s [03/13 22:47:52] ppdet.engine INFO: Epoch: [232] [560/610] learning_rate: 0.028500 loss_vfl: 0.922121 loss_bbox: 0.417071 loss_dfl: 0.407590 loss: 1.717447 eta: 9:23:24 batch_cost: 0.8033 data_cost: 0.0003 ips: 59.7508 images/s [03/13 22:48:09] ppdet.engine INFO: Epoch: [232] [580/610] learning_rate: 0.028474 loss_vfl: 0.931525 loss_bbox: 0.421018 loss_dfl: 0.405380 loss: 1.740905 eta: 9:23:07 batch_cost: 0.7836 data_cost: 0.0003 ips: 61.2584 images/s [03/13 22:48:27] ppdet.engine INFO: Epoch: [232] [600/610] learning_rate: 0.028447 loss_vfl: 0.933428 loss_bbox: 0.411066 loss_dfl: 0.401428 loss: 1.741312 eta: 9:22:50 batch_cost: 0.7931 data_cost: 0.0004 ips: 60.5254 images/s [03/13 22:48:39] ppdet.engine INFO: Epoch: [233] [ 0/610] learning_rate: 0.028434 loss_vfl: 0.905372 loss_bbox: 0.395509 loss_dfl: 0.395710 loss: 1.679729 eta: 9:22:43 batch_cost: 0.9077 data_cost: 0.1961 ips: 52.8813 images/s [03/13 22:49:01] ppdet.engine INFO: Epoch: [233] [ 20/610] learning_rate: 0.028407 loss_vfl: 0.883946 loss_bbox: 0.404532 loss_dfl: 0.395722 loss: 1.699922 eta: 9:22:27 batch_cost: 0.9389 data_cost: 0.0003 ips: 51.1220 images/s [03/13 22:49:20] ppdet.engine INFO: Epoch: [233] [ 40/610] learning_rate: 0.028380 loss_vfl: 0.883170 loss_bbox: 0.408334 loss_dfl: 0.401773 loss: 1.733925 eta: 9:22:10 batch_cost: 0.8577 data_cost: 0.0004 ips: 55.9613 images/s [03/13 22:49:38] ppdet.engine INFO: Epoch: [233] [ 60/610] learning_rate: 0.028354 loss_vfl: 0.907409 loss_bbox: 0.396396 loss_dfl: 0.395847 loss: 1.705876 eta: 9:21:54 batch_cost: 0.7813 data_cost: 0.0018 ips: 61.4387 images/s [03/13 22:49:57] ppdet.engine INFO: Epoch: [233] [ 80/610] learning_rate: 0.028327 loss_vfl: 0.956426 loss_bbox: 0.427118 loss_dfl: 0.425629 loss: 1.801131 eta: 9:21:37 batch_cost: 0.8310 data_cost: 0.0016 ips: 57.7606 images/s [03/13 22:50:15] ppdet.engine INFO: Epoch: [233] [100/610] learning_rate: 0.028301 loss_vfl: 0.869877 loss_bbox: 0.381951 loss_dfl: 0.391709 loss: 1.646641 eta: 9:21:20 batch_cost: 0.7898 data_cost: 0.0004 ips: 60.7712 images/s [03/13 22:50:34] ppdet.engine INFO: Epoch: [233] [120/610] learning_rate: 0.028274 loss_vfl: 0.871499 loss_bbox: 0.385283 loss_dfl: 0.381341 loss: 1.623339 eta: 9:21:04 batch_cost: 0.8294 data_cost: 0.0004 ips: 57.8716 images/s [03/13 22:50:52] ppdet.engine INFO: Epoch: [233] [140/610] learning_rate: 0.028247 loss_vfl: 0.913421 loss_bbox: 0.401080 loss_dfl: 0.398898 loss: 1.733836 eta: 9:20:47 batch_cost: 0.7948 data_cost: 0.0004 ips: 60.3949 images/s [03/13 22:51:10] ppdet.engine INFO: Epoch: [233] [160/610] learning_rate: 0.028221 loss_vfl: 0.886499 loss_bbox: 0.408974 loss_dfl: 0.396216 loss: 1.682069 eta: 9:20:30 batch_cost: 0.7823 data_cost: 0.0004 ips: 61.3579 images/s [03/13 22:51:28] ppdet.engine INFO: Epoch: [233] [180/610] learning_rate: 0.028194 loss_vfl: 0.908457 loss_bbox: 0.432909 loss_dfl: 0.404376 loss: 1.738320 eta: 9:20:14 batch_cost: 0.7892 data_cost: 0.0004 ips: 60.8238 images/s [03/13 22:51:45] ppdet.engine INFO: Epoch: [233] [200/610] learning_rate: 0.028168 loss_vfl: 0.897933 loss_bbox: 0.395759 loss_dfl: 0.402862 loss: 1.718332 eta: 9:19:57 batch_cost: 0.7634 data_cost: 0.0009 ips: 62.8807 images/s [03/13 22:52:03] ppdet.engine INFO: Epoch: [233] [220/610] learning_rate: 0.028141 loss_vfl: 0.891807 loss_bbox: 0.392889 loss_dfl: 0.387815 loss: 1.657619 eta: 9:19:40 batch_cost: 0.8124 data_cost: 0.0003 ips: 59.0828 images/s [03/13 22:52:22] ppdet.engine INFO: Epoch: [233] [240/610] learning_rate: 0.028114 loss_vfl: 0.909416 loss_bbox: 0.420554 loss_dfl: 0.413364 loss: 1.752632 eta: 9:19:23 batch_cost: 0.7910 data_cost: 0.0014 ips: 60.6798 images/s [03/13 22:52:41] ppdet.engine INFO: Epoch: [233] [260/610] learning_rate: 0.028088 loss_vfl: 0.910912 loss_bbox: 0.389822 loss_dfl: 0.394067 loss: 1.707175 eta: 9:19:07 batch_cost: 0.8446 data_cost: 0.0004 ips: 56.8348 images/s [03/13 22:53:00] ppdet.engine INFO: Epoch: [233] [280/610] learning_rate: 0.028061 loss_vfl: 0.932825 loss_bbox: 0.426607 loss_dfl: 0.404688 loss: 1.764429 eta: 9:18:50 batch_cost: 0.8176 data_cost: 0.0011 ips: 58.7065 images/s [03/13 22:53:19] ppdet.engine INFO: Epoch: [233] [300/610] learning_rate: 0.028035 loss_vfl: 0.928912 loss_bbox: 0.422085 loss_dfl: 0.411707 loss: 1.761135 eta: 9:18:34 batch_cost: 0.8098 data_cost: 0.0003 ips: 59.2704 images/s [03/13 22:53:37] ppdet.engine INFO: Epoch: [233] [320/610] learning_rate: 0.028008 loss_vfl: 0.895899 loss_bbox: 0.398016 loss_dfl: 0.397246 loss: 1.673713 eta: 9:18:17 batch_cost: 0.8300 data_cost: 0.0009 ips: 57.8334 images/s [03/13 22:53:54] ppdet.engine INFO: Epoch: [233] [340/610] learning_rate: 0.027982 loss_vfl: 0.883006 loss_bbox: 0.418446 loss_dfl: 0.389589 loss: 1.677696 eta: 9:18:00 batch_cost: 0.7214 data_cost: 0.0003 ips: 66.5333 images/s [03/13 22:54:11] ppdet.engine INFO: Epoch: [233] [360/610] learning_rate: 0.027955 loss_vfl: 0.940653 loss_bbox: 0.406590 loss_dfl: 0.396306 loss: 1.745268 eta: 9:17:43 batch_cost: 0.7434 data_cost: 0.0027 ips: 64.5650 images/s [03/13 22:54:31] ppdet.engine INFO: Epoch: [233] [380/610] learning_rate: 0.027929 loss_vfl: 0.903774 loss_bbox: 0.416905 loss_dfl: 0.416179 loss: 1.731752 eta: 9:17:27 batch_cost: 0.8812 data_cost: 0.0033 ips: 54.4709 images/s [03/13 22:54:48] ppdet.engine INFO: Epoch: [233] [400/610] learning_rate: 0.027902 loss_vfl: 0.926399 loss_bbox: 0.422157 loss_dfl: 0.418427 loss: 1.778378 eta: 9:17:10 batch_cost: 0.7707 data_cost: 0.0003 ips: 62.2849 images/s [03/13 22:55:07] ppdet.engine INFO: Epoch: [233] [420/610] learning_rate: 0.027876 loss_vfl: 0.953678 loss_bbox: 0.405648 loss_dfl: 0.408683 loss: 1.793854 eta: 9:16:54 batch_cost: 0.8176 data_cost: 0.0003 ips: 58.7059 images/s [03/13 22:55:25] ppdet.engine INFO: Epoch: [233] [440/610] learning_rate: 0.027850 loss_vfl: 0.895232 loss_bbox: 0.422110 loss_dfl: 0.394573 loss: 1.700701 eta: 9:16:37 batch_cost: 0.8258 data_cost: 0.0003 ips: 58.1244 images/s [03/13 22:55:44] ppdet.engine INFO: Epoch: [233] [460/610] learning_rate: 0.027823 loss_vfl: 0.943702 loss_bbox: 0.423197 loss_dfl: 0.426647 loss: 1.786733 eta: 9:16:21 batch_cost: 0.8278 data_cost: 0.0003 ips: 57.9872 images/s [03/13 22:56:02] ppdet.engine INFO: Epoch: [233] [480/610] learning_rate: 0.027797 loss_vfl: 0.872366 loss_bbox: 0.405387 loss_dfl: 0.406773 loss: 1.700604 eta: 9:16:04 batch_cost: 0.8032 data_cost: 0.0004 ips: 59.7643 images/s [03/13 22:56:21] ppdet.engine INFO: Epoch: [233] [500/610] learning_rate: 0.027770 loss_vfl: 0.901265 loss_bbox: 0.412522 loss_dfl: 0.392963 loss: 1.709355 eta: 9:15:47 batch_cost: 0.8166 data_cost: 0.0003 ips: 58.7816 images/s [03/13 22:56:40] ppdet.engine INFO: Epoch: [233] [520/610] learning_rate: 0.027744 loss_vfl: 0.879424 loss_bbox: 0.380556 loss_dfl: 0.384102 loss: 1.650261 eta: 9:15:31 batch_cost: 0.8534 data_cost: 0.0020 ips: 56.2487 images/s [03/13 22:56:57] ppdet.engine INFO: Epoch: [233] [540/610] learning_rate: 0.027718 loss_vfl: 0.881051 loss_bbox: 0.378618 loss_dfl: 0.382288 loss: 1.631560 eta: 9:15:14 batch_cost: 0.7488 data_cost: 0.0003 ips: 64.1046 images/s [03/13 22:57:15] ppdet.engine INFO: Epoch: [233] [560/610] learning_rate: 0.027691 loss_vfl: 0.910661 loss_bbox: 0.403044 loss_dfl: 0.403295 loss: 1.704414 eta: 9:14:57 batch_cost: 0.7616 data_cost: 0.0003 ips: 63.0289 images/s [03/13 22:57:33] ppdet.engine INFO: Epoch: [233] [580/610] learning_rate: 0.027665 loss_vfl: 0.891072 loss_bbox: 0.390635 loss_dfl: 0.385901 loss: 1.673316 eta: 9:14:40 batch_cost: 0.7595 data_cost: 0.0013 ips: 63.1981 images/s [03/13 22:57:51] ppdet.engine INFO: Epoch: [233] [600/610] learning_rate: 0.027638 loss_vfl: 0.928758 loss_bbox: 0.427325 loss_dfl: 0.408952 loss: 1.738743 eta: 9:14:23 batch_cost: 0.7806 data_cost: 0.0003 ips: 61.4943 images/s [03/13 22:58:07] ppdet.engine INFO: Epoch: [234] [ 0/610] learning_rate: 0.027625 loss_vfl: 0.883956 loss_bbox: 0.415333 loss_dfl: 0.408952 loss: 1.704661 eta: 9:14:17 batch_cost: 1.0910 data_cost: 0.3207 ips: 43.9945 images/s [03/13 22:58:26] ppdet.engine INFO: Epoch: [234] [ 20/610] learning_rate: 0.027599 loss_vfl: 0.865043 loss_bbox: 0.372425 loss_dfl: 0.392407 loss: 1.649553 eta: 9:14:00 batch_cost: 0.8349 data_cost: 0.0010 ips: 57.4921 images/s [03/13 22:58:45] ppdet.engine INFO: Epoch: [234] [ 40/610] learning_rate: 0.027573 loss_vfl: 0.938094 loss_bbox: 0.431399 loss_dfl: 0.417720 loss: 1.770984 eta: 9:13:44 batch_cost: 0.8212 data_cost: 0.0010 ips: 58.4511 images/s [03/13 22:59:03] ppdet.engine INFO: Epoch: [234] [ 60/610] learning_rate: 0.027546 loss_vfl: 0.889030 loss_bbox: 0.411187 loss_dfl: 0.395958 loss: 1.689303 eta: 9:13:27 batch_cost: 0.7866 data_cost: 0.0003 ips: 61.0258 images/s [03/13 22:59:22] ppdet.engine INFO: Epoch: [234] [ 80/610] learning_rate: 0.027520 loss_vfl: 0.940725 loss_bbox: 0.427496 loss_dfl: 0.422678 loss: 1.785340 eta: 9:13:10 batch_cost: 0.8070 data_cost: 0.0014 ips: 59.4780 images/s [03/13 22:59:41] ppdet.engine INFO: Epoch: [234] [100/610] learning_rate: 0.027494 loss_vfl: 0.937451 loss_bbox: 0.420053 loss_dfl: 0.414998 loss: 1.755610 eta: 9:12:54 batch_cost: 0.8379 data_cost: 0.0003 ips: 57.2884 images/s [03/13 22:59:58] ppdet.engine INFO: Epoch: [234] [120/610] learning_rate: 0.027467 loss_vfl: 0.883987 loss_bbox: 0.398493 loss_dfl: 0.401140 loss: 1.671543 eta: 9:12:37 batch_cost: 0.7557 data_cost: 0.0013 ips: 63.5206 images/s [03/13 23:00:16] ppdet.engine INFO: Epoch: [234] [140/610] learning_rate: 0.027441 loss_vfl: 0.905457 loss_bbox: 0.409858 loss_dfl: 0.407143 loss: 1.768588 eta: 9:12:20 batch_cost: 0.8137 data_cost: 0.0003 ips: 58.9917 images/s [03/13 23:00:34] ppdet.engine INFO: Epoch: [234] [160/610] learning_rate: 0.027415 loss_vfl: 0.925112 loss_bbox: 0.392522 loss_dfl: 0.403795 loss: 1.741972 eta: 9:12:04 batch_cost: 0.8212 data_cost: 0.0009 ips: 58.4511 images/s [03/13 23:00:52] ppdet.engine INFO: Epoch: [234] [180/610] learning_rate: 0.027389 loss_vfl: 0.906540 loss_bbox: 0.401753 loss_dfl: 0.396284 loss: 1.694813 eta: 9:11:47 batch_cost: 0.8075 data_cost: 0.0003 ips: 59.4427 images/s [03/13 23:01:10] ppdet.engine INFO: Epoch: [234] [200/610] learning_rate: 0.027362 loss_vfl: 0.939761 loss_bbox: 0.446442 loss_dfl: 0.424523 loss: 1.813384 eta: 9:11:31 batch_cost: 0.8413 data_cost: 0.0003 ips: 57.0576 images/s [03/13 23:01:29] ppdet.engine INFO: Epoch: [234] [220/610] learning_rate: 0.027336 loss_vfl: 0.952556 loss_bbox: 0.436968 loss_dfl: 0.430669 loss: 1.809759 eta: 9:11:14 batch_cost: 0.7984 data_cost: 0.0009 ips: 60.1190 images/s [03/13 23:01:47] ppdet.engine INFO: Epoch: [234] [240/610] learning_rate: 0.027310 loss_vfl: 0.966738 loss_bbox: 0.429457 loss_dfl: 0.413562 loss: 1.805562 eta: 9:10:57 batch_cost: 0.7960 data_cost: 0.0003 ips: 60.3023 images/s [03/13 23:02:05] ppdet.engine INFO: Epoch: [234] [260/610] learning_rate: 0.027284 loss_vfl: 0.939193 loss_bbox: 0.438761 loss_dfl: 0.413631 loss: 1.809195 eta: 9:10:41 batch_cost: 0.8498 data_cost: 0.0013 ips: 56.4839 images/s [03/13 23:02:23] ppdet.engine INFO: Epoch: [234] [280/610] learning_rate: 0.027258 loss_vfl: 0.989826 loss_bbox: 0.432126 loss_dfl: 0.433831 loss: 1.867793 eta: 9:10:24 batch_cost: 0.7974 data_cost: 0.0003 ips: 60.1955 images/s [03/13 23:02:42] ppdet.engine INFO: Epoch: [234] 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0.394499 loss: 1.708472 eta: 9:09:01 batch_cost: 0.7622 data_cost: 0.0003 ips: 62.9787 images/s [03/13 23:04:13] ppdet.engine INFO: Epoch: [234] [400/610] learning_rate: 0.027101 loss_vfl: 0.876972 loss_bbox: 0.392747 loss_dfl: 0.388814 loss: 1.655529 eta: 9:08:45 batch_cost: 0.8114 data_cost: 0.0005 ips: 59.1601 images/s [03/13 23:04:31] ppdet.engine INFO: Epoch: [234] [420/610] learning_rate: 0.027075 loss_vfl: 0.899994 loss_bbox: 0.404904 loss_dfl: 0.395980 loss: 1.682467 eta: 9:08:28 batch_cost: 0.8453 data_cost: 0.0017 ips: 56.7849 images/s [03/13 23:04:50] ppdet.engine INFO: Epoch: [234] [440/610] learning_rate: 0.027048 loss_vfl: 0.913308 loss_bbox: 0.411075 loss_dfl: 0.412694 loss: 1.770148 eta: 9:08:12 batch_cost: 0.8380 data_cost: 0.0003 ips: 57.2776 images/s [03/13 23:05:08] ppdet.engine INFO: Epoch: [234] [460/610] learning_rate: 0.027022 loss_vfl: 0.913789 loss_bbox: 0.401229 loss_dfl: 0.400559 loss: 1.713413 eta: 9:07:55 batch_cost: 0.7911 data_cost: 0.0020 ips: 60.6725 images/s [03/13 23:05:26] ppdet.engine INFO: Epoch: [234] [480/610] learning_rate: 0.026996 loss_vfl: 0.937818 loss_bbox: 0.392300 loss_dfl: 0.403937 loss: 1.769995 eta: 9:07:39 batch_cost: 0.8090 data_cost: 0.0003 ips: 59.3324 images/s [03/13 23:05:44] ppdet.engine INFO: Epoch: [234] [500/610] learning_rate: 0.026970 loss_vfl: 0.901616 loss_bbox: 0.404018 loss_dfl: 0.396462 loss: 1.710523 eta: 9:07:22 batch_cost: 0.7825 data_cost: 0.0012 ips: 61.3440 images/s [03/13 23:06:02] ppdet.engine INFO: Epoch: [234] [520/610] learning_rate: 0.026944 loss_vfl: 0.906115 loss_bbox: 0.399715 loss_dfl: 0.398238 loss: 1.696991 eta: 9:07:05 batch_cost: 0.7649 data_cost: 0.0003 ips: 62.7527 images/s [03/13 23:06:20] ppdet.engine INFO: Epoch: [234] [540/610] learning_rate: 0.026918 loss_vfl: 0.918253 loss_bbox: 0.412898 loss_dfl: 0.405722 loss: 1.720607 eta: 9:06:48 batch_cost: 0.7866 data_cost: 0.0003 ips: 61.0217 images/s [03/13 23:06:38] ppdet.engine INFO: Epoch: [234] [560/610] learning_rate: 0.026892 loss_vfl: 0.923532 loss_bbox: 0.413780 loss_dfl: 0.402111 loss: 1.735259 eta: 9:06:32 batch_cost: 0.7935 data_cost: 0.0003 ips: 60.4914 images/s [03/13 23:06:57] ppdet.engine INFO: Epoch: [234] [580/610] learning_rate: 0.026866 loss_vfl: 0.921398 loss_bbox: 0.398492 loss_dfl: 0.404073 loss: 1.744057 eta: 9:06:15 batch_cost: 0.8475 data_cost: 0.0006 ips: 56.6359 images/s [03/13 23:07:15] ppdet.engine INFO: Epoch: [234] [600/610] learning_rate: 0.026840 loss_vfl: 0.895671 loss_bbox: 0.406627 loss_dfl: 0.390911 loss: 1.685948 eta: 9:05:58 batch_cost: 0.8005 data_cost: 0.0005 ips: 59.9653 images/s [03/13 23:07:29] ppdet.engine INFO: Epoch: [235] [ 0/610] learning_rate: 0.026827 loss_vfl: 0.914407 loss_bbox: 0.402353 loss_dfl: 0.405083 loss: 1.716770 eta: 9:05:51 batch_cost: 0.9548 data_cost: 0.2544 ips: 50.2703 images/s [03/13 23:07:49] ppdet.engine INFO: Epoch: [235] [ 20/610] learning_rate: 0.026801 loss_vfl: 0.873589 loss_bbox: 0.395243 loss_dfl: 0.404149 loss: 1.641129 eta: 9:05:35 batch_cost: 0.8387 data_cost: 0.0004 ips: 57.2310 images/s [03/13 23:08:07] ppdet.engine INFO: Epoch: [235] [ 40/610] learning_rate: 0.026775 loss_vfl: 0.908146 loss_bbox: 0.395271 loss_dfl: 0.393283 loss: 1.697526 eta: 9:05:18 batch_cost: 0.8185 data_cost: 0.0012 ips: 58.6425 images/s [03/13 23:08:25] ppdet.engine INFO: Epoch: [235] [ 60/610] learning_rate: 0.026749 loss_vfl: 0.874017 loss_bbox: 0.372986 loss_dfl: 0.386856 loss: 1.659665 eta: 9:05:01 batch_cost: 0.7958 data_cost: 0.0009 ips: 60.3131 images/s [03/13 23:08:44] ppdet.engine INFO: Epoch: [235] [ 80/610] learning_rate: 0.026723 loss_vfl: 0.963490 loss_bbox: 0.424442 loss_dfl: 0.414448 loss: 1.777893 eta: 9:04:45 batch_cost: 0.7948 data_cost: 0.0003 ips: 60.3956 images/s [03/13 23:09:03] ppdet.engine INFO: Epoch: [235] [100/610] learning_rate: 0.026697 loss_vfl: 0.884124 loss_bbox: 0.396038 loss_dfl: 0.390814 loss: 1.660298 eta: 9:04:28 batch_cost: 0.8486 data_cost: 0.0003 ips: 56.5666 images/s [03/13 23:09:20] ppdet.engine INFO: Epoch: [235] [120/610] learning_rate: 0.026671 loss_vfl: 0.882994 loss_bbox: 0.378923 loss_dfl: 0.393654 loss: 1.656677 eta: 9:04:12 batch_cost: 0.7793 data_cost: 0.0004 ips: 61.5912 images/s [03/13 23:09:38] ppdet.engine INFO: Epoch: [235] [140/610] learning_rate: 0.026645 loss_vfl: 0.858570 loss_bbox: 0.394351 loss_dfl: 0.398343 loss: 1.686231 eta: 9:03:54 batch_cost: 0.7268 data_cost: 0.0023 ips: 66.0456 images/s [03/13 23:09:56] ppdet.engine INFO: Epoch: [235] [160/610] learning_rate: 0.026619 loss_vfl: 0.880946 loss_bbox: 0.394942 loss_dfl: 0.390252 loss: 1.674144 eta: 9:03:38 batch_cost: 0.8213 data_cost: 0.0003 ips: 58.4413 images/s [03/13 23:10:14] ppdet.engine INFO: Epoch: [235] [180/610] learning_rate: 0.026593 loss_vfl: 0.910619 loss_bbox: 0.405066 loss_dfl: 0.397941 loss: 1.719578 eta: 9:03:21 batch_cost: 0.8287 data_cost: 0.0008 ips: 57.9191 images/s [03/13 23:10:33] ppdet.engine INFO: Epoch: [235] [200/610] learning_rate: 0.026567 loss_vfl: 0.927560 loss_bbox: 0.435737 loss_dfl: 0.425590 loss: 1.782574 eta: 9:03:05 batch_cost: 0.8312 data_cost: 0.0003 ips: 57.7503 images/s [03/13 23:10:51] ppdet.engine INFO: Epoch: [235] [220/610] learning_rate: 0.026542 loss_vfl: 0.916507 loss_bbox: 0.394858 loss_dfl: 0.399447 loss: 1.707898 eta: 9:02:48 batch_cost: 0.7781 data_cost: 0.0003 ips: 61.6875 images/s [03/13 23:11:09] ppdet.engine INFO: Epoch: [235] [240/610] learning_rate: 0.026516 loss_vfl: 0.914627 loss_bbox: 0.413555 loss_dfl: 0.401870 loss: 1.711104 eta: 9:02:31 batch_cost: 0.7607 data_cost: 0.0003 ips: 63.1007 images/s [03/13 23:11:27] ppdet.engine INFO: Epoch: [235] [260/610] learning_rate: 0.026490 loss_vfl: 0.872883 loss_bbox: 0.400313 loss_dfl: 0.386956 loss: 1.660085 eta: 9:02:14 batch_cost: 0.7781 data_cost: 0.0003 ips: 61.6914 images/s [03/13 23:11:45] ppdet.engine INFO: Epoch: [235] [280/610] learning_rate: 0.026464 loss_vfl: 0.872251 loss_bbox: 0.383353 loss_dfl: 0.392975 loss: 1.650455 eta: 9:01:58 batch_cost: 0.8291 data_cost: 0.0003 ips: 57.8963 images/s [03/13 23:12:03] ppdet.engine INFO: Epoch: [235] [300/610] learning_rate: 0.026438 loss_vfl: 0.893368 loss_bbox: 0.388989 loss_dfl: 0.390913 loss: 1.682037 eta: 9:01:41 batch_cost: 0.7819 data_cost: 0.0003 ips: 61.3858 images/s [03/13 23:12:20] ppdet.engine INFO: Epoch: [235] [320/610] learning_rate: 0.026412 loss_vfl: 0.924425 loss_bbox: 0.401238 loss_dfl: 0.403072 loss: 1.718370 eta: 9:01:24 batch_cost: 0.7608 data_cost: 0.0004 ips: 63.0908 images/s [03/13 23:12:39] ppdet.engine INFO: Epoch: [235] [340/610] learning_rate: 0.026386 loss_vfl: 0.865705 loss_bbox: 0.394936 loss_dfl: 0.380700 loss: 1.666236 eta: 9:01:08 batch_cost: 0.8270 data_cost: 0.0010 ips: 58.0439 images/s [03/13 23:12:57] ppdet.engine INFO: Epoch: [235] [360/610] learning_rate: 0.026361 loss_vfl: 0.904693 loss_bbox: 0.405931 loss_dfl: 0.407642 loss: 1.730848 eta: 9:00:51 batch_cost: 0.8484 data_cost: 0.0016 ips: 56.5765 images/s [03/13 23:13:15] ppdet.engine INFO: Epoch: [235] [380/610] learning_rate: 0.026335 loss_vfl: 0.888324 loss_bbox: 0.388538 loss_dfl: 0.385500 loss: 1.668947 eta: 9:00:35 batch_cost: 0.7938 data_cost: 0.0009 ips: 60.4669 images/s [03/13 23:13:33] ppdet.engine INFO: Epoch: [235] [400/610] learning_rate: 0.026309 loss_vfl: 0.914228 loss_bbox: 0.388389 loss_dfl: 0.392204 loss: 1.728475 eta: 9:00:18 batch_cost: 0.7724 data_cost: 0.0009 ips: 62.1424 images/s [03/13 23:13:51] ppdet.engine INFO: Epoch: [235] [420/610] learning_rate: 0.026283 loss_vfl: 0.911320 loss_bbox: 0.400839 loss_dfl: 0.394397 loss: 1.686200 eta: 9:00:01 batch_cost: 0.8413 data_cost: 0.0003 ips: 57.0576 images/s [03/13 23:14:10] ppdet.engine INFO: Epoch: [235] [440/610] learning_rate: 0.026257 loss_vfl: 0.933044 loss_bbox: 0.420258 loss_dfl: 0.414879 loss: 1.752041 eta: 8:59:45 batch_cost: 0.8313 data_cost: 0.0003 ips: 57.7381 images/s [03/13 23:14:27] ppdet.engine INFO: Epoch: [235] [460/610] learning_rate: 0.026232 loss_vfl: 0.962800 loss_bbox: 0.416431 loss_dfl: 0.415924 loss: 1.795094 eta: 8:59:28 batch_cost: 0.7811 data_cost: 0.0012 ips: 61.4495 images/s [03/13 23:14:46] ppdet.engine INFO: Epoch: [235] [480/610] learning_rate: 0.026206 loss_vfl: 0.916177 loss_bbox: 0.394279 loss_dfl: 0.404402 loss: 1.714078 eta: 8:59:12 batch_cost: 0.8217 data_cost: 0.0004 ips: 58.4140 images/s [03/13 23:15:03] ppdet.engine INFO: Epoch: [235] [500/610] learning_rate: 0.026180 loss_vfl: 0.897538 loss_bbox: 0.417980 loss_dfl: 0.411695 loss: 1.729689 eta: 8:58:55 batch_cost: 0.7807 data_cost: 0.0004 ips: 61.4830 images/s [03/13 23:15:22] ppdet.engine INFO: Epoch: [235] [520/610] learning_rate: 0.026154 loss_vfl: 0.903997 loss_bbox: 0.397501 loss_dfl: 0.408930 loss: 1.713398 eta: 8:58:38 batch_cost: 0.7860 data_cost: 0.0010 ips: 61.0716 images/s [03/13 23:15:39] ppdet.engine INFO: Epoch: [235] [540/610] learning_rate: 0.026129 loss_vfl: 0.985392 loss_bbox: 0.444377 loss_dfl: 0.434856 loss: 1.856588 eta: 8:58:21 batch_cost: 0.7698 data_cost: 0.0003 ips: 62.3509 images/s [03/13 23:15:58] ppdet.engine INFO: Epoch: [235] [560/610] learning_rate: 0.026103 loss_vfl: 0.989046 loss_bbox: 0.420831 loss_dfl: 0.426393 loss: 1.840390 eta: 8:58:05 batch_cost: 0.8134 data_cost: 0.0003 ips: 59.0121 images/s [03/13 23:16:17] ppdet.engine INFO: Epoch: [235] [580/610] learning_rate: 0.026077 loss_vfl: 0.963795 loss_bbox: 0.411325 loss_dfl: 0.425774 loss: 1.813387 eta: 8:57:48 batch_cost: 0.8192 data_cost: 0.0004 ips: 58.5938 images/s [03/13 23:16:35] ppdet.engine INFO: Epoch: [235] [600/610] learning_rate: 0.026052 loss_vfl: 0.917689 loss_bbox: 0.417106 loss_dfl: 0.408739 loss: 1.763545 eta: 8:57:32 batch_cost: 0.8291 data_cost: 0.0004 ips: 57.8921 images/s [03/13 23:16:50] ppdet.engine INFO: Epoch: [236] [ 0/610] learning_rate: 0.026039 loss_vfl: 0.891576 loss_bbox: 0.386770 loss_dfl: 0.400415 loss: 1.677598 eta: 8:57:25 batch_cost: 1.0476 data_cost: 0.1744 ips: 45.8189 images/s [03/13 23:17:11] ppdet.engine INFO: Epoch: [236] [ 20/610] learning_rate: 0.026013 loss_vfl: 0.923135 loss_bbox: 0.393556 loss_dfl: 0.399923 loss: 1.725378 eta: 8:57:09 batch_cost: 0.9621 data_cost: 0.0003 ips: 49.8894 images/s [03/13 23:17:30] ppdet.engine INFO: Epoch: [236] [ 40/610] learning_rate: 0.025988 loss_vfl: 0.919039 loss_bbox: 0.392200 loss_dfl: 0.417547 loss: 1.726681 eta: 8:56:52 batch_cost: 0.8127 data_cost: 0.0003 ips: 59.0612 images/s [03/13 23:17:49] ppdet.engine INFO: Epoch: [236] [ 60/610] learning_rate: 0.025962 loss_vfl: 0.875014 loss_bbox: 0.405384 loss_dfl: 0.391717 loss: 1.666999 eta: 8:56:36 batch_cost: 0.8547 data_cost: 0.0003 ips: 56.1628 images/s [03/13 23:18:08] ppdet.engine INFO: Epoch: [236] [ 80/610] learning_rate: 0.025936 loss_vfl: 0.914395 loss_bbox: 0.421225 loss_dfl: 0.421524 loss: 1.770211 eta: 8:56:19 batch_cost: 0.8105 data_cost: 0.0003 ips: 59.2232 images/s [03/13 23:18:26] ppdet.engine INFO: Epoch: [236] [100/610] learning_rate: 0.025911 loss_vfl: 0.893664 loss_bbox: 0.398079 loss_dfl: 0.395807 loss: 1.695665 eta: 8:56:02 batch_cost: 0.7635 data_cost: 0.0003 ips: 62.8711 images/s [03/13 23:18:44] ppdet.engine INFO: Epoch: [236] [120/610] learning_rate: 0.025885 loss_vfl: 0.922579 loss_bbox: 0.402830 loss_dfl: 0.393411 loss: 1.693808 eta: 8:55:46 batch_cost: 0.8038 data_cost: 0.0009 ips: 59.7196 images/s [03/13 23:19:02] ppdet.engine INFO: Epoch: [236] [140/610] learning_rate: 0.025859 loss_vfl: 0.890009 loss_bbox: 0.397329 loss_dfl: 0.394912 loss: 1.698994 eta: 8:55:29 batch_cost: 0.7298 data_cost: 0.0003 ips: 65.7743 images/s [03/13 23:19:19] ppdet.engine INFO: Epoch: [236] [160/610] learning_rate: 0.025834 loss_vfl: 0.910831 loss_bbox: 0.421316 loss_dfl: 0.413338 loss: 1.734088 eta: 8:55:12 batch_cost: 0.7701 data_cost: 0.0004 ips: 62.3275 images/s [03/13 23:19:37] ppdet.engine INFO: Epoch: [236] [180/610] learning_rate: 0.025808 loss_vfl: 0.929871 loss_bbox: 0.394273 loss_dfl: 0.416462 loss: 1.747791 eta: 8:54:55 batch_cost: 0.8179 data_cost: 0.0009 ips: 58.6863 images/s [03/13 23:19:56] ppdet.engine INFO: Epoch: [236] [200/610] learning_rate: 0.025783 loss_vfl: 0.866919 loss_bbox: 0.378847 loss_dfl: 0.389355 loss: 1.665473 eta: 8:54:39 batch_cost: 0.8265 data_cost: 0.0003 ips: 58.0779 images/s [03/13 23:20:13] ppdet.engine INFO: Epoch: [236] [220/610] learning_rate: 0.025757 loss_vfl: 0.933331 loss_bbox: 0.418075 loss_dfl: 0.421146 loss: 1.783247 eta: 8:54:22 batch_cost: 0.7476 data_cost: 0.0003 ips: 64.2062 images/s [03/13 23:20:32] ppdet.engine INFO: Epoch: [236] [240/610] learning_rate: 0.025732 loss_vfl: 0.932164 loss_bbox: 0.418832 loss_dfl: 0.414623 loss: 1.761449 eta: 8:54:05 batch_cost: 0.8272 data_cost: 0.0008 ips: 58.0295 images/s [03/13 23:20:50] ppdet.engine INFO: Epoch: [236] [260/610] learning_rate: 0.025706 loss_vfl: 0.894067 loss_bbox: 0.418385 loss_dfl: 0.411540 loss: 1.729407 eta: 8:53:49 batch_cost: 0.8261 data_cost: 0.0012 ips: 58.1030 images/s [03/13 23:21:08] ppdet.engine INFO: Epoch: [236] [280/610] learning_rate: 0.025681 loss_vfl: 0.902899 loss_bbox: 0.416558 loss_dfl: 0.413028 loss: 1.750543 eta: 8:53:32 batch_cost: 0.7906 data_cost: 0.0015 ips: 60.7119 images/s [03/13 23:21:26] ppdet.engine INFO: Epoch: [236] [300/610] learning_rate: 0.025655 loss_vfl: 0.981306 loss_bbox: 0.448707 loss_dfl: 0.432019 loss: 1.879300 eta: 8:53:15 batch_cost: 0.7486 data_cost: 0.0003 ips: 64.1182 images/s [03/13 23:21:44] ppdet.engine INFO: Epoch: [236] [320/610] learning_rate: 0.025630 loss_vfl: 0.938890 loss_bbox: 0.427289 loss_dfl: 0.413934 loss: 1.778301 eta: 8:52:59 batch_cost: 0.8068 data_cost: 0.0004 ips: 59.4922 images/s [03/13 23:22:02] ppdet.engine INFO: Epoch: [236] [340/610] learning_rate: 0.025604 loss_vfl: 0.921219 loss_bbox: 0.401157 loss_dfl: 0.396884 loss: 1.716335 eta: 8:52:42 batch_cost: 0.8160 data_cost: 0.0010 ips: 58.8263 images/s [03/13 23:22:20] ppdet.engine INFO: Epoch: [236] [360/610] learning_rate: 0.025579 loss_vfl: 0.850901 loss_bbox: 0.383994 loss_dfl: 0.376471 loss: 1.611880 eta: 8:52:25 batch_cost: 0.7496 data_cost: 0.0004 ips: 64.0318 images/s [03/13 23:22:37] ppdet.engine INFO: Epoch: [236] [380/610] learning_rate: 0.025553 loss_vfl: 0.947963 loss_bbox: 0.443229 loss_dfl: 0.421692 loss: 1.779835 eta: 8:52:08 batch_cost: 0.7311 data_cost: 0.0003 ips: 65.6554 images/s [03/13 23:22:55] ppdet.engine INFO: Epoch: [236] [400/610] learning_rate: 0.025528 loss_vfl: 0.894724 loss_bbox: 0.411429 loss_dfl: 0.404167 loss: 1.730550 eta: 8:51:51 batch_cost: 0.8100 data_cost: 0.0004 ips: 59.2620 images/s [03/13 23:23:14] ppdet.engine INFO: Epoch: [236] [420/610] learning_rate: 0.025502 loss_vfl: 0.876001 loss_bbox: 0.390221 loss_dfl: 0.383092 loss: 1.644468 eta: 8:51:35 batch_cost: 0.8377 data_cost: 0.0009 ips: 57.2998 images/s [03/13 23:23:31] ppdet.engine INFO: Epoch: [236] [440/610] learning_rate: 0.025477 loss_vfl: 0.909943 loss_bbox: 0.405032 loss_dfl: 0.405378 loss: 1.710746 eta: 8:51:18 batch_cost: 0.7612 data_cost: 0.0003 ips: 63.0612 images/s [03/13 23:23:48] ppdet.engine INFO: Epoch: [236] 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0.407202 loss: 1.752609 eta: 8:49:55 batch_cost: 0.7764 data_cost: 0.0003 ips: 61.8241 images/s [03/13 23:25:20] ppdet.engine INFO: Epoch: [236] [560/610] learning_rate: 0.025324 loss_vfl: 0.933306 loss_bbox: 0.409855 loss_dfl: 0.402215 loss: 1.764108 eta: 8:49:38 batch_cost: 0.8247 data_cost: 0.0003 ips: 58.2065 images/s [03/13 23:25:39] ppdet.engine INFO: Epoch: [236] [580/610] learning_rate: 0.025299 loss_vfl: 0.928301 loss_bbox: 0.449827 loss_dfl: 0.415237 loss: 1.805188 eta: 8:49:22 batch_cost: 0.8526 data_cost: 0.0009 ips: 56.3008 images/s [03/13 23:25:57] ppdet.engine INFO: Epoch: [236] [600/610] learning_rate: 0.025274 loss_vfl: 0.947403 loss_bbox: 0.413493 loss_dfl: 0.407334 loss: 1.760780 eta: 8:49:05 batch_cost: 0.7899 data_cost: 0.0010 ips: 60.7659 images/s [03/13 23:26:11] ppdet.engine INFO: Epoch: [237] [ 0/610] learning_rate: 0.025261 loss_vfl: 0.923782 loss_bbox: 0.413493 loss_dfl: 0.403977 loss: 1.716908 eta: 8:48:58 batch_cost: 1.0082 data_cost: 0.2505 ips: 47.6098 images/s [03/13 23:26:31] ppdet.engine INFO: Epoch: [237] [ 20/610] learning_rate: 0.025236 loss_vfl: 0.911109 loss_bbox: 0.405874 loss_dfl: 0.408523 loss: 1.729583 eta: 8:48:42 batch_cost: 0.9306 data_cost: 0.0010 ips: 51.5795 images/s [03/13 23:26:50] ppdet.engine INFO: Epoch: [237] [ 40/610] learning_rate: 0.025210 loss_vfl: 0.879082 loss_bbox: 0.412955 loss_dfl: 0.401640 loss: 1.689259 eta: 8:48:26 batch_cost: 0.8189 data_cost: 0.0003 ips: 58.6130 images/s [03/13 23:27:09] ppdet.engine INFO: Epoch: [237] [ 60/610] learning_rate: 0.025185 loss_vfl: 0.915993 loss_bbox: 0.399028 loss_dfl: 0.406892 loss: 1.756732 eta: 8:48:09 batch_cost: 0.8296 data_cost: 0.0003 ips: 57.8600 images/s [03/13 23:27:28] ppdet.engine INFO: Epoch: [237] [ 80/610] learning_rate: 0.025160 loss_vfl: 0.963758 loss_bbox: 0.408164 loss_dfl: 0.416642 loss: 1.766949 eta: 8:47:53 batch_cost: 0.8560 data_cost: 0.0003 ips: 56.0777 images/s [03/13 23:27:47] ppdet.engine INFO: Epoch: [237] [100/610] learning_rate: 0.025135 loss_vfl: 0.921230 loss_bbox: 0.422441 loss_dfl: 0.416197 loss: 1.768911 eta: 8:47:36 batch_cost: 0.8742 data_cost: 0.0003 ips: 54.9047 images/s [03/13 23:28:06] ppdet.engine INFO: Epoch: [237] [120/610] learning_rate: 0.025109 loss_vfl: 0.925285 loss_bbox: 0.414178 loss_dfl: 0.401200 loss: 1.697767 eta: 8:47:20 batch_cost: 0.8234 data_cost: 0.0003 ips: 58.2976 images/s [03/13 23:28:24] ppdet.engine INFO: Epoch: [237] [140/610] learning_rate: 0.025084 loss_vfl: 0.893488 loss_bbox: 0.385618 loss_dfl: 0.392395 loss: 1.654916 eta: 8:47:03 batch_cost: 0.8152 data_cost: 0.0014 ips: 58.8790 images/s [03/13 23:28:42] ppdet.engine INFO: Epoch: [237] [160/610] learning_rate: 0.025059 loss_vfl: 0.919226 loss_bbox: 0.411968 loss_dfl: 0.398638 loss: 1.730481 eta: 8:46:47 batch_cost: 0.8131 data_cost: 0.0008 ips: 59.0309 images/s [03/13 23:29:01] ppdet.engine INFO: Epoch: [237] [180/610] learning_rate: 0.025034 loss_vfl: 0.921579 loss_bbox: 0.421946 loss_dfl: 0.417560 loss: 1.745098 eta: 8:46:30 batch_cost: 0.7903 data_cost: 0.0003 ips: 60.7339 images/s [03/13 23:29:18] ppdet.engine INFO: Epoch: [237] [200/610] learning_rate: 0.025008 loss_vfl: 0.903278 loss_bbox: 0.413617 loss_dfl: 0.403876 loss: 1.724662 eta: 8:46:13 batch_cost: 0.8003 data_cost: 0.0003 ips: 59.9753 images/s [03/13 23:29:36] ppdet.engine INFO: Epoch: [237] [220/610] learning_rate: 0.024983 loss_vfl: 0.904041 loss_bbox: 0.403483 loss_dfl: 0.391440 loss: 1.707748 eta: 8:45:57 batch_cost: 0.8053 data_cost: 0.0009 ips: 59.6087 images/s [03/13 23:29:55] ppdet.engine INFO: Epoch: [237] [240/610] learning_rate: 0.024958 loss_vfl: 0.916470 loss_bbox: 0.401363 loss_dfl: 0.397549 loss: 1.703772 eta: 8:45:40 batch_cost: 0.8195 data_cost: 0.0003 ips: 58.5749 images/s [03/13 23:30:13] ppdet.engine INFO: Epoch: [237] [260/610] learning_rate: 0.024933 loss_vfl: 0.922157 loss_bbox: 0.422280 loss_dfl: 0.409774 loss: 1.752024 eta: 8:45:24 batch_cost: 0.8062 data_cost: 0.0003 ips: 59.5389 images/s [03/13 23:30:31] ppdet.engine INFO: Epoch: [237] [280/610] learning_rate: 0.024908 loss_vfl: 0.876151 loss_bbox: 0.393876 loss_dfl: 0.384395 loss: 1.634058 eta: 8:45:07 batch_cost: 0.8146 data_cost: 0.0038 ips: 58.9232 images/s [03/13 23:30:49] ppdet.engine INFO: Epoch: [237] [300/610] learning_rate: 0.024882 loss_vfl: 0.934492 loss_bbox: 0.413664 loss_dfl: 0.422234 loss: 1.773083 eta: 8:44:50 batch_cost: 0.7989 data_cost: 0.0003 ips: 60.0855 images/s [03/13 23:31:08] ppdet.engine INFO: Epoch: [237] [320/610] learning_rate: 0.024857 loss_vfl: 0.938589 loss_bbox: 0.415299 loss_dfl: 0.423496 loss: 1.802777 eta: 8:44:34 batch_cost: 0.8655 data_cost: 0.0003 ips: 55.4591 images/s [03/13 23:31:26] ppdet.engine INFO: Epoch: [237] [340/610] learning_rate: 0.024832 loss_vfl: 0.874081 loss_bbox: 0.385278 loss_dfl: 0.390242 loss: 1.667801 eta: 8:44:17 batch_cost: 0.7997 data_cost: 0.0003 ips: 60.0219 images/s [03/13 23:31:43] ppdet.engine INFO: Epoch: [237] [360/610] learning_rate: 0.024807 loss_vfl: 0.875053 loss_bbox: 0.380638 loss_dfl: 0.384441 loss: 1.658075 eta: 8:44:01 batch_cost: 0.7846 data_cost: 0.0008 ips: 61.1791 images/s [03/13 23:32:02] ppdet.engine INFO: Epoch: [237] [380/610] learning_rate: 0.024782 loss_vfl: 0.916901 loss_bbox: 0.404335 loss_dfl: 0.402782 loss: 1.721358 eta: 8:43:44 batch_cost: 0.8446 data_cost: 0.0009 ips: 56.8302 images/s [03/13 23:32:19] ppdet.engine INFO: Epoch: [237] [400/610] learning_rate: 0.024757 loss_vfl: 0.891857 loss_bbox: 0.396809 loss_dfl: 0.392153 loss: 1.702150 eta: 8:43:27 batch_cost: 0.7508 data_cost: 0.0003 ips: 63.9278 images/s [03/13 23:32:37] ppdet.engine INFO: Epoch: [237] [420/610] learning_rate: 0.024732 loss_vfl: 0.905688 loss_bbox: 0.397318 loss_dfl: 0.389959 loss: 1.670557 eta: 8:43:11 batch_cost: 0.8249 data_cost: 0.0003 ips: 58.1919 images/s [03/13 23:32:56] ppdet.engine INFO: Epoch: [237] [440/610] learning_rate: 0.024707 loss_vfl: 0.860407 loss_bbox: 0.400835 loss_dfl: 0.391289 loss: 1.642303 eta: 8:42:54 batch_cost: 0.8420 data_cost: 0.0003 ips: 57.0054 images/s [03/13 23:33:14] ppdet.engine INFO: Epoch: [237] [460/610] learning_rate: 0.024682 loss_vfl: 0.866581 loss_bbox: 0.382945 loss_dfl: 0.378380 loss: 1.620910 eta: 8:42:38 batch_cost: 0.8039 data_cost: 0.0015 ips: 59.7080 images/s [03/13 23:33:33] ppdet.engine INFO: Epoch: [237] [480/610] learning_rate: 0.024656 loss_vfl: 0.969257 loss_bbox: 0.431094 loss_dfl: 0.432978 loss: 1.816022 eta: 8:42:21 batch_cost: 0.8433 data_cost: 0.0010 ips: 56.9174 images/s [03/13 23:33:51] ppdet.engine INFO: Epoch: [237] [500/610] learning_rate: 0.024631 loss_vfl: 0.876918 loss_bbox: 0.395865 loss_dfl: 0.382209 loss: 1.646607 eta: 8:42:05 batch_cost: 0.7901 data_cost: 0.0003 ips: 60.7542 images/s [03/13 23:34:09] ppdet.engine INFO: Epoch: [237] [520/610] learning_rate: 0.024606 loss_vfl: 0.941681 loss_bbox: 0.406037 loss_dfl: 0.417233 loss: 1.787966 eta: 8:41:48 batch_cost: 0.8112 data_cost: 0.0003 ips: 59.1713 images/s [03/13 23:34:27] ppdet.engine INFO: Epoch: [237] [540/610] learning_rate: 0.024581 loss_vfl: 0.858997 loss_bbox: 0.384202 loss_dfl: 0.379784 loss: 1.639684 eta: 8:41:31 batch_cost: 0.8013 data_cost: 0.0003 ips: 59.9054 images/s [03/13 23:34:46] ppdet.engine INFO: Epoch: [237] [560/610] learning_rate: 0.024556 loss_vfl: 0.906917 loss_bbox: 0.398284 loss_dfl: 0.396062 loss: 1.692906 eta: 8:41:15 batch_cost: 0.8046 data_cost: 0.0003 ips: 59.6594 images/s [03/13 23:35:05] ppdet.engine INFO: Epoch: [237] [580/610] learning_rate: 0.024531 loss_vfl: 0.940063 loss_bbox: 0.447009 loss_dfl: 0.431164 loss: 1.845176 eta: 8:40:58 batch_cost: 0.8720 data_cost: 0.0004 ips: 55.0470 images/s [03/13 23:35:23] ppdet.engine INFO: Epoch: [237] [600/610] learning_rate: 0.024506 loss_vfl: 0.948572 loss_bbox: 0.448661 loss_dfl: 0.435290 loss: 1.802807 eta: 8:40:42 batch_cost: 0.7973 data_cost: 0.0004 ips: 60.2052 images/s [03/13 23:35:38] ppdet.engine INFO: Epoch: [238] [ 0/610] learning_rate: 0.024494 loss_vfl: 0.952523 loss_bbox: 0.416104 loss_dfl: 0.417756 loss: 1.773605 eta: 8:40:35 batch_cost: 1.0427 data_cost: 0.2302 ips: 46.0328 images/s [03/13 23:35:58] ppdet.engine INFO: Epoch: [238] [ 20/610] learning_rate: 0.024469 loss_vfl: 0.903962 loss_bbox: 0.400795 loss_dfl: 0.400033 loss: 1.680579 eta: 8:40:19 batch_cost: 0.9080 data_cost: 0.0003 ips: 52.8608 images/s [03/13 23:36:16] ppdet.engine INFO: Epoch: [238] [ 40/610] learning_rate: 0.024444 loss_vfl: 0.939609 loss_bbox: 0.414592 loss_dfl: 0.408877 loss: 1.778247 eta: 8:40:02 batch_cost: 0.8178 data_cost: 0.0003 ips: 58.6967 images/s [03/13 23:36:35] ppdet.engine INFO: Epoch: [238] [ 60/610] learning_rate: 0.024419 loss_vfl: 0.963504 loss_bbox: 0.430248 loss_dfl: 0.424163 loss: 1.832129 eta: 8:39:45 batch_cost: 0.8209 data_cost: 0.0004 ips: 58.4717 images/s [03/13 23:36:54] ppdet.engine INFO: Epoch: [238] [ 80/610] learning_rate: 0.024394 loss_vfl: 0.899999 loss_bbox: 0.400969 loss_dfl: 0.398603 loss: 1.708223 eta: 8:39:29 batch_cost: 0.8475 data_cost: 0.0004 ips: 56.6401 images/s [03/13 23:37:12] ppdet.engine INFO: Epoch: [238] [100/610] learning_rate: 0.024369 loss_vfl: 0.865651 loss_bbox: 0.381009 loss_dfl: 0.379989 loss: 1.639298 eta: 8:39:12 batch_cost: 0.7843 data_cost: 0.0020 ips: 61.2034 images/s [03/13 23:37:30] ppdet.engine INFO: Epoch: [238] [120/610] learning_rate: 0.024344 loss_vfl: 0.921650 loss_bbox: 0.403475 loss_dfl: 0.399066 loss: 1.731740 eta: 8:38:56 batch_cost: 0.7963 data_cost: 0.0003 ips: 60.2757 images/s [03/13 23:37:49] ppdet.engine INFO: Epoch: [238] [140/610] learning_rate: 0.024319 loss_vfl: 0.889876 loss_bbox: 0.408746 loss_dfl: 0.395779 loss: 1.682614 eta: 8:38:39 batch_cost: 0.8490 data_cost: 0.0003 ips: 56.5383 images/s [03/13 23:38:07] ppdet.engine INFO: Epoch: [238] [160/610] learning_rate: 0.024294 loss_vfl: 0.943284 loss_bbox: 0.410802 loss_dfl: 0.413340 loss: 1.762505 eta: 8:38:23 batch_cost: 0.8380 data_cost: 0.0003 ips: 57.2811 images/s [03/13 23:38:26] ppdet.engine INFO: Epoch: [238] [180/610] learning_rate: 0.024269 loss_vfl: 0.882793 loss_bbox: 0.405012 loss_dfl: 0.395608 loss: 1.681228 eta: 8:38:06 batch_cost: 0.8513 data_cost: 0.0010 ips: 56.3864 images/s [03/13 23:38:44] ppdet.engine INFO: Epoch: [238] [200/610] learning_rate: 0.024245 loss_vfl: 0.927013 loss_bbox: 0.422087 loss_dfl: 0.407917 loss: 1.802383 eta: 8:37:50 batch_cost: 0.7849 data_cost: 0.0003 ips: 61.1545 images/s [03/13 23:39:01] ppdet.engine INFO: Epoch: [238] [220/610] learning_rate: 0.024220 loss_vfl: 0.872530 loss_bbox: 0.401567 loss_dfl: 0.392686 loss: 1.664155 eta: 8:37:33 batch_cost: 0.7681 data_cost: 0.0003 ips: 62.4906 images/s [03/13 23:39:20] ppdet.engine INFO: Epoch: [238] [240/610] learning_rate: 0.024195 loss_vfl: 0.893901 loss_bbox: 0.414673 loss_dfl: 0.400144 loss: 1.726281 eta: 8:37:16 batch_cost: 0.8080 data_cost: 0.0016 ips: 59.4032 images/s [03/13 23:39:38] ppdet.engine INFO: Epoch: [238] [260/610] learning_rate: 0.024170 loss_vfl: 0.913251 loss_bbox: 0.408992 loss_dfl: 0.406750 loss: 1.742635 eta: 8:37:00 batch_cost: 0.8171 data_cost: 0.0003 ips: 58.7434 images/s [03/13 23:39:56] ppdet.engine INFO: Epoch: [238] [280/610] learning_rate: 0.024145 loss_vfl: 0.888192 loss_bbox: 0.399930 loss_dfl: 0.396199 loss: 1.666911 eta: 8:36:43 batch_cost: 0.7847 data_cost: 0.0003 ips: 61.1723 images/s [03/13 23:40:13] ppdet.engine INFO: Epoch: [238] [300/610] learning_rate: 0.024120 loss_vfl: 0.883456 loss_bbox: 0.393871 loss_dfl: 0.389704 loss: 1.673956 eta: 8:36:26 batch_cost: 0.7814 data_cost: 0.0003 ips: 61.4296 images/s [03/13 23:40:31] ppdet.engine INFO: Epoch: [238] [320/610] learning_rate: 0.024095 loss_vfl: 0.900632 loss_bbox: 0.396694 loss_dfl: 0.403473 loss: 1.730211 eta: 8:36:10 batch_cost: 0.7939 data_cost: 0.0003 ips: 60.4620 images/s [03/13 23:40:50] ppdet.engine INFO: Epoch: [238] [340/610] learning_rate: 0.024071 loss_vfl: 0.868130 loss_bbox: 0.387504 loss_dfl: 0.383354 loss: 1.633508 eta: 8:35:53 batch_cost: 0.8468 data_cost: 0.0003 ips: 56.6814 images/s [03/13 23:41:08] ppdet.engine INFO: Epoch: [238] [360/610] learning_rate: 0.024046 loss_vfl: 0.920588 loss_bbox: 0.413095 loss_dfl: 0.410457 loss: 1.748028 eta: 8:35:37 batch_cost: 0.8250 data_cost: 0.0003 ips: 58.1845 images/s [03/13 23:41:26] ppdet.engine INFO: Epoch: [238] [380/610] learning_rate: 0.024021 loss_vfl: 0.954526 loss_bbox: 0.424662 loss_dfl: 0.421303 loss: 1.840222 eta: 8:35:20 batch_cost: 0.7945 data_cost: 0.0008 ips: 60.4133 images/s [03/13 23:41:43] ppdet.engine INFO: Epoch: [238] [400/610] learning_rate: 0.023996 loss_vfl: 0.956371 loss_bbox: 0.431530 loss_dfl: 0.416150 loss: 1.814359 eta: 8:35:03 batch_cost: 0.7860 data_cost: 0.0003 ips: 61.0709 images/s [03/13 23:42:01] ppdet.engine INFO: Epoch: [238] [420/610] learning_rate: 0.023972 loss_vfl: 0.940764 loss_bbox: 0.427052 loss_dfl: 0.410474 loss: 1.798505 eta: 8:34:47 batch_cost: 0.8257 data_cost: 0.0008 ips: 58.1296 images/s [03/13 23:42:20] ppdet.engine INFO: Epoch: [238] [440/610] learning_rate: 0.023947 loss_vfl: 0.936542 loss_bbox: 0.429433 loss_dfl: 0.414657 loss: 1.769865 eta: 8:34:30 batch_cost: 0.8190 data_cost: 0.0003 ips: 58.6056 images/s [03/13 23:42:38] ppdet.engine INFO: Epoch: [238] [460/610] learning_rate: 0.023922 loss_vfl: 0.903837 loss_bbox: 0.403686 loss_dfl: 0.402517 loss: 1.735799 eta: 8:34:14 batch_cost: 0.8183 data_cost: 0.0010 ips: 58.6595 images/s [03/13 23:42:55] ppdet.engine INFO: Epoch: [238] [480/610] learning_rate: 0.023897 loss_vfl: 0.928832 loss_bbox: 0.410147 loss_dfl: 0.422672 loss: 1.765911 eta: 8:33:57 batch_cost: 0.8035 data_cost: 0.0009 ips: 59.7382 images/s [03/13 23:43:13] ppdet.engine INFO: Epoch: [238] [500/610] learning_rate: 0.023873 loss_vfl: 0.948900 loss_bbox: 0.433254 loss_dfl: 0.421768 loss: 1.817199 eta: 8:33:40 batch_cost: 0.7835 data_cost: 0.0006 ips: 61.2597 images/s [03/13 23:43:32] ppdet.engine INFO: Epoch: [238] [520/610] learning_rate: 0.023848 loss_vfl: 0.883286 loss_bbox: 0.398694 loss_dfl: 0.398365 loss: 1.676052 eta: 8:33:24 batch_cost: 0.8444 data_cost: 0.0003 ips: 56.8469 images/s [03/13 23:43:51] ppdet.engine INFO: Epoch: [238] [540/610] learning_rate: 0.023823 loss_vfl: 0.950753 loss_bbox: 0.432489 loss_dfl: 0.419847 loss: 1.833269 eta: 8:33:07 batch_cost: 0.8456 data_cost: 0.0003 ips: 56.7642 images/s [03/13 23:44:09] ppdet.engine INFO: Epoch: [238] [560/610] learning_rate: 0.023799 loss_vfl: 0.963702 loss_bbox: 0.421969 loss_dfl: 0.409164 loss: 1.781728 eta: 8:32:51 batch_cost: 0.8376 data_cost: 0.0009 ips: 57.3074 images/s [03/13 23:44:28] ppdet.engine INFO: Epoch: [238] [580/610] learning_rate: 0.023774 loss_vfl: 0.872533 loss_bbox: 0.384293 loss_dfl: 0.385032 loss: 1.642356 eta: 8:32:34 batch_cost: 0.8203 data_cost: 0.0010 ips: 58.5131 images/s [03/13 23:44:45] ppdet.engine INFO: Epoch: [238] [600/610] learning_rate: 0.023749 loss_vfl: 0.927906 loss_bbox: 0.405868 loss_dfl: 0.400012 loss: 1.728698 eta: 8:32:18 batch_cost: 0.7870 data_cost: 0.0003 ips: 60.9884 images/s [03/13 23:44:59] ppdet.engine INFO: Epoch: [239] [ 0/610] learning_rate: 0.023737 loss_vfl: 0.888099 loss_bbox: 0.390284 loss_dfl: 0.385077 loss: 1.666491 eta: 8:32:10 batch_cost: 1.0041 data_cost: 0.1549 ips: 47.8040 images/s [03/13 23:45:19] ppdet.engine INFO: Epoch: [239] [ 20/610] learning_rate: 0.023712 loss_vfl: 0.969562 loss_bbox: 0.431393 loss_dfl: 0.430346 loss: 1.839680 eta: 8:31:54 batch_cost: 0.9085 data_cost: 0.0003 ips: 52.8365 images/s [03/13 23:45:38] ppdet.engine INFO: Epoch: [239] [ 40/610] learning_rate: 0.023688 loss_vfl: 0.925279 loss_bbox: 0.414055 loss_dfl: 0.408204 loss: 1.732810 eta: 8:31:38 batch_cost: 0.8231 data_cost: 0.0003 ips: 58.3185 images/s [03/13 23:45:56] ppdet.engine INFO: Epoch: [239] [ 60/610] learning_rate: 0.023663 loss_vfl: 0.910098 loss_bbox: 0.415011 loss_dfl: 0.407312 loss: 1.738953 eta: 8:31:21 batch_cost: 0.8071 data_cost: 0.0003 ips: 59.4690 images/s [03/13 23:46:14] ppdet.engine INFO: Epoch: [239] [ 80/610] learning_rate: 0.023639 loss_vfl: 0.888649 loss_bbox: 0.399010 loss_dfl: 0.385294 loss: 1.683039 eta: 8:31:04 batch_cost: 0.7930 data_cost: 0.0003 ips: 60.5306 images/s [03/13 23:46:32] ppdet.engine INFO: Epoch: [239] [100/610] learning_rate: 0.023614 loss_vfl: 0.889038 loss_bbox: 0.393573 loss_dfl: 0.402297 loss: 1.688050 eta: 8:30:48 batch_cost: 0.8150 data_cost: 0.0004 ips: 58.8972 images/s [03/13 23:46:51] ppdet.engine INFO: Epoch: [239] [120/610] learning_rate: 0.023589 loss_vfl: 0.926675 loss_bbox: 0.405660 loss_dfl: 0.414737 loss: 1.765560 eta: 8:30:31 batch_cost: 0.8534 data_cost: 0.0003 ips: 56.2467 images/s [03/13 23:47:09] ppdet.engine INFO: Epoch: [239] [140/610] learning_rate: 0.023565 loss_vfl: 0.892409 loss_bbox: 0.396663 loss_dfl: 0.398395 loss: 1.712276 eta: 8:30:15 batch_cost: 0.8254 data_cost: 0.0003 ips: 58.1566 images/s [03/13 23:47:28] ppdet.engine INFO: Epoch: [239] [160/610] learning_rate: 0.023540 loss_vfl: 0.922062 loss_bbox: 0.414315 loss_dfl: 0.415898 loss: 1.719472 eta: 8:29:59 batch_cost: 0.8434 data_cost: 0.0003 ips: 56.9094 images/s [03/13 23:47:46] ppdet.engine INFO: Epoch: [239] [180/610] learning_rate: 0.023516 loss_vfl: 0.897611 loss_bbox: 0.405914 loss_dfl: 0.399393 loss: 1.704202 eta: 8:29:42 batch_cost: 0.7976 data_cost: 0.0003 ips: 60.1802 images/s [03/13 23:48:04] ppdet.engine INFO: Epoch: [239] [200/610] learning_rate: 0.023491 loss_vfl: 0.887554 loss_bbox: 0.374660 loss_dfl: 0.373208 loss: 1.647941 eta: 8:29:25 batch_cost: 0.7908 data_cost: 0.0003 ips: 60.6951 images/s [03/13 23:48:22] ppdet.engine INFO: Epoch: [239] [220/610] learning_rate: 0.023467 loss_vfl: 0.888121 loss_bbox: 0.401502 loss_dfl: 0.396387 loss: 1.687041 eta: 8:29:09 batch_cost: 0.8014 data_cost: 0.0003 ips: 59.8937 images/s [03/13 23:48:40] ppdet.engine INFO: Epoch: [239] [240/610] learning_rate: 0.023442 loss_vfl: 0.894046 loss_bbox: 0.386226 loss_dfl: 0.393251 loss: 1.679007 eta: 8:28:52 batch_cost: 0.8026 data_cost: 0.0003 ips: 59.8055 images/s [03/13 23:48:59] ppdet.engine INFO: Epoch: [239] [260/610] learning_rate: 0.023418 loss_vfl: 0.953907 loss_bbox: 0.413089 loss_dfl: 0.422664 loss: 1.793642 eta: 8:28:35 batch_cost: 0.8473 data_cost: 0.0003 ips: 56.6475 images/s [03/13 23:49:17] ppdet.engine INFO: Epoch: [239] [280/610] learning_rate: 0.023393 loss_vfl: 0.927509 loss_bbox: 0.403377 loss_dfl: 0.399998 loss: 1.736984 eta: 8:28:19 batch_cost: 0.7998 data_cost: 0.0009 ips: 60.0181 images/s [03/13 23:49:35] ppdet.engine INFO: Epoch: [239] [300/610] learning_rate: 0.023369 loss_vfl: 0.900653 loss_bbox: 0.403361 loss_dfl: 0.392599 loss: 1.696979 eta: 8:28:02 batch_cost: 0.7915 data_cost: 0.0008 ips: 60.6436 images/s [03/13 23:49:53] ppdet.engine INFO: Epoch: [239] [320/610] learning_rate: 0.023344 loss_vfl: 0.885429 loss_bbox: 0.406856 loss_dfl: 0.394976 loss: 1.669476 eta: 8:27:46 batch_cost: 0.8409 data_cost: 0.0004 ips: 57.0821 images/s [03/13 23:50:11] ppdet.engine INFO: Epoch: [239] [340/610] learning_rate: 0.023320 loss_vfl: 0.905607 loss_bbox: 0.395727 loss_dfl: 0.395723 loss: 1.694813 eta: 8:27:29 batch_cost: 0.8016 data_cost: 0.0004 ips: 59.8791 images/s [03/13 23:50:28] ppdet.engine INFO: Epoch: [239] [360/610] learning_rate: 0.023295 loss_vfl: 0.880936 loss_bbox: 0.401033 loss_dfl: 0.399612 loss: 1.682963 eta: 8:27:12 batch_cost: 0.7638 data_cost: 0.0009 ips: 62.8434 images/s [03/13 23:50:46] ppdet.engine INFO: Epoch: [239] [380/610] learning_rate: 0.023271 loss_vfl: 0.885899 loss_bbox: 0.410909 loss_dfl: 0.399409 loss: 1.679855 eta: 8:26:56 batch_cost: 0.7930 data_cost: 0.0003 ips: 60.5265 images/s [03/13 23:51:05] ppdet.engine INFO: Epoch: [239] [400/610] learning_rate: 0.023246 loss_vfl: 0.890828 loss_bbox: 0.376937 loss_dfl: 0.392652 loss: 1.675789 eta: 8:26:39 batch_cost: 0.8505 data_cost: 0.0012 ips: 56.4348 images/s [03/13 23:51:23] ppdet.engine INFO: Epoch: [239] [420/610] learning_rate: 0.023222 loss_vfl: 0.929321 loss_bbox: 0.402541 loss_dfl: 0.401472 loss: 1.730407 eta: 8:26:22 batch_cost: 0.7617 data_cost: 0.0003 ips: 63.0133 images/s [03/13 23:51:41] ppdet.engine INFO: Epoch: [239] [440/610] learning_rate: 0.023198 loss_vfl: 0.956875 loss_bbox: 0.427914 loss_dfl: 0.425178 loss: 1.832633 eta: 8:26:06 batch_cost: 0.8305 data_cost: 0.0003 ips: 57.7936 images/s [03/13 23:51:59] ppdet.engine INFO: Epoch: [239] [460/610] learning_rate: 0.023173 loss_vfl: 0.913059 loss_bbox: 0.411098 loss_dfl: 0.411238 loss: 1.744632 eta: 8:25:49 batch_cost: 0.7775 data_cost: 0.0003 ips: 61.7360 images/s [03/13 23:52:16] ppdet.engine INFO: Epoch: [239] [480/610] learning_rate: 0.023149 loss_vfl: 0.860407 loss_bbox: 0.375741 loss_dfl: 0.381159 loss: 1.623219 eta: 8:25:32 batch_cost: 0.7698 data_cost: 0.0003 ips: 62.3534 images/s [03/13 23:52:35] ppdet.engine INFO: Epoch: [239] [500/610] learning_rate: 0.023125 loss_vfl: 0.910552 loss_bbox: 0.390210 loss_dfl: 0.392751 loss: 1.689332 eta: 8:25:16 batch_cost: 0.7937 data_cost: 0.0003 ips: 60.4736 images/s [03/13 23:52:52] ppdet.engine INFO: Epoch: [239] [520/610] learning_rate: 0.023100 loss_vfl: 0.936780 loss_bbox: 0.419647 loss_dfl: 0.411706 loss: 1.761360 eta: 8:24:59 batch_cost: 0.7775 data_cost: 0.0015 ips: 61.7403 images/s [03/13 23:53:11] ppdet.engine INFO: Epoch: [239] [540/610] learning_rate: 0.023076 loss_vfl: 0.884841 loss_bbox: 0.408508 loss_dfl: 0.398705 loss: 1.696914 eta: 8:24:42 batch_cost: 0.8333 data_cost: 0.0019 ips: 57.6002 images/s [03/13 23:53:28] ppdet.engine INFO: Epoch: [239] [560/610] learning_rate: 0.023052 loss_vfl: 0.883037 loss_bbox: 0.395116 loss_dfl: 0.379108 loss: 1.649212 eta: 8:24:26 batch_cost: 0.7706 data_cost: 0.0003 ips: 62.2862 images/s [03/13 23:53:46] ppdet.engine INFO: Epoch: [239] [580/610] learning_rate: 0.023027 loss_vfl: 0.887455 loss_bbox: 0.394315 loss_dfl: 0.407537 loss: 1.714279 eta: 8:24:09 batch_cost: 0.7603 data_cost: 0.0003 ips: 63.1296 images/s [03/13 23:54:04] ppdet.engine INFO: Epoch: [239] [600/610] learning_rate: 0.023003 loss_vfl: 0.890280 loss_bbox: 0.402937 loss_dfl: 0.395728 loss: 1.692317 eta: 8:23:52 batch_cost: 0.8015 data_cost: 0.0004 ips: 59.8903 images/s [03/13 23:54:12] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_s_416_coco [03/13 23:54:12] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_s_416_coco [03/13 23:54:12] ppdet.engine INFO: Eval iter: 0 [03/13 23:54:29] ppdet.engine INFO: Eval iter: 100 [03/13 23:54:39] ppdet.engine INFO: Eval iter: 200 [03/13 23:54:49] ppdet.engine INFO: Eval iter: 300 [03/13 23:54:59] ppdet.engine INFO: Eval iter: 400 [03/13 23:55:09] ppdet.engine INFO: Eval iter: 500 [03/13 23:55:19] ppdet.engine INFO: Eval iter: 600 [03/13 23:55:36] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json. loading annotations into memory... Done (t=0.92s) creating index... index created! [03/13 23:55:37] ppdet.metrics.coco_utils INFO: Start evaluate... Loading and preparing results... DONE (t=4.71s) creating index... index created! Running per image evaluation... Evaluate annotation type *bbox* DONE (t=94.90s). Accumulating evaluation results... DONE (t=17.51s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.323 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.473 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.342 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.117 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.342 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 ] = 0.286 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.454 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.484 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.209 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.543 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.738 [03/13 23:57:36] ppdet.engine INFO: Total sample number: 4952, averge FPS: 70.77406412649773 [03/13 23:57:36] ppdet.engine INFO: Best test bbox ap is 0.323. [03/13 23:57:36] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_s_416_coco [03/13 23:57:36] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_s_416_coco [03/13 23:57:37] ppdet.engine INFO: Epoch: [240] [ 0/610] learning_rate: 0.022991 loss_vfl: 0.941972 loss_bbox: 0.411367 loss_dfl: 0.403057 loss: 1.766838 eta: 8:23:43 batch_cost: 0.7130 data_cost: 0.0003 ips: 67.3186 images/s [03/13 23:57:55] ppdet.engine INFO: Epoch: [240] [ 20/610] learning_rate: 0.022966 loss_vfl: 0.881857 loss_bbox: 0.391732 loss_dfl: 0.388408 loss: 1.652617 eta: 8:23:27 batch_cost: 0.7782 data_cost: 0.0002 ips: 61.6825 images/s [03/13 23:58:13] ppdet.engine INFO: Epoch: [240] [ 40/610] learning_rate: 0.022942 loss_vfl: 0.929340 loss_bbox: 0.411006 loss_dfl: 0.410697 loss: 1.736175 eta: 8:23:10 batch_cost: 0.8278 data_cost: 0.0037 ips: 57.9825 images/s [03/13 23:58:32] ppdet.engine INFO: Epoch: [240] [ 60/610] learning_rate: 0.022918 loss_vfl: 0.946641 loss_bbox: 0.399749 loss_dfl: 0.405855 loss: 1.738828 eta: 8:22:53 batch_cost: 0.8026 data_cost: 0.0029 ips: 59.8067 images/s [03/13 23:58:50] ppdet.engine INFO: Epoch: [240] [ 80/610] learning_rate: 0.022894 loss_vfl: 0.864803 loss_bbox: 0.374475 loss_dfl: 0.386138 loss: 1.633009 eta: 8:22:37 batch_cost: 0.7779 data_cost: 0.0003 ips: 61.7085 images/s [03/13 23:59:08] ppdet.engine INFO: Epoch: [240] [100/610] learning_rate: 0.022869 loss_vfl: 0.892907 loss_bbox: 0.419630 loss_dfl: 0.397583 loss: 1.721759 eta: 8:22:20 batch_cost: 0.8077 data_cost: 0.0003 ips: 59.4250 images/s [03/13 23:59:26] ppdet.engine INFO: Epoch: [240] [120/610] learning_rate: 0.022845 loss_vfl: 0.911533 loss_bbox: 0.390509 loss_dfl: 0.391710 loss: 1.687302 eta: 8:22:03 batch_cost: 0.7892 data_cost: 0.0017 ips: 60.8200 images/s [03/13 23:59:44] ppdet.engine INFO: Epoch: [240] [140/610] learning_rate: 0.022821 loss_vfl: 0.915105 loss_bbox: 0.419367 loss_dfl: 0.414110 loss: 1.743388 eta: 8:21:47 batch_cost: 0.8163 data_cost: 0.0003 ips: 58.7998 images/s [03/14 00:00:03] ppdet.engine INFO: Epoch: [240] [160/610] learning_rate: 0.022797 loss_vfl: 0.950547 loss_bbox: 0.407652 loss_dfl: 0.415461 loss: 1.781396 eta: 8:21:30 batch_cost: 0.8020 data_cost: 0.0003 ips: 59.8510 images/s [03/14 00:00:21] ppdet.engine INFO: Epoch: [240] [180/610] learning_rate: 0.022773 loss_vfl: 0.875163 loss_bbox: 0.391780 loss_dfl: 0.382265 loss: 1.624149 eta: 8:21:14 batch_cost: 0.8494 data_cost: 0.0003 ips: 56.5091 images/s [03/14 00:00:39] ppdet.engine INFO: Epoch: [240] [200/610] learning_rate: 0.022748 loss_vfl: 0.929315 loss_bbox: 0.428896 loss_dfl: 0.411092 loss: 1.772740 eta: 8:20:57 batch_cost: 0.8232 data_cost: 0.0008 ips: 58.3070 images/s [03/14 00:00:57] ppdet.engine INFO: Epoch: [240] [220/610] learning_rate: 0.022724 loss_vfl: 0.898010 loss_bbox: 0.389628 loss_dfl: 0.390058 loss: 1.697435 eta: 8:20:40 batch_cost: 0.7710 data_cost: 0.0003 ips: 62.2543 images/s [03/14 00:01:14] ppdet.engine INFO: Epoch: [240] [240/610] learning_rate: 0.022700 loss_vfl: 0.962364 loss_bbox: 0.413522 loss_dfl: 0.408508 loss: 1.772051 eta: 8:20:24 batch_cost: 0.8102 data_cost: 0.0003 ips: 59.2447 images/s [03/14 00:01:33] ppdet.engine INFO: Epoch: [240] [260/610] learning_rate: 0.022676 loss_vfl: 0.917633 loss_bbox: 0.401812 loss_dfl: 0.396364 loss: 1.715549 eta: 8:20:07 batch_cost: 0.8279 data_cost: 0.0048 ips: 57.9799 images/s [03/14 00:01:52] ppdet.engine INFO: Epoch: [240] [280/610] learning_rate: 0.022652 loss_vfl: 0.921095 loss_bbox: 0.411523 loss_dfl: 0.392315 loss: 1.687060 eta: 8:19:51 batch_cost: 0.8054 data_cost: 0.0003 ips: 59.6013 images/s [03/14 00:02:11] ppdet.engine INFO: Epoch: [240] [300/610] learning_rate: 0.022628 loss_vfl: 0.908967 loss_bbox: 0.415415 loss_dfl: 0.402546 loss: 1.737364 eta: 8:19:34 batch_cost: 0.8509 data_cost: 0.0006 ips: 56.4122 images/s [03/14 00:02:29] ppdet.engine INFO: Epoch: [240] [320/610] learning_rate: 0.022604 loss_vfl: 0.915549 loss_bbox: 0.413555 loss_dfl: 0.411083 loss: 1.733117 eta: 8:19:18 batch_cost: 0.8063 data_cost: 0.0003 ips: 59.5335 images/s [03/14 00:02:47] ppdet.engine INFO: Epoch: [240] [340/610] learning_rate: 0.022579 loss_vfl: 0.908633 loss_bbox: 0.413137 loss_dfl: 0.411525 loss: 1.717148 eta: 8:19:01 batch_cost: 0.8097 data_cost: 0.0003 ips: 59.2828 images/s [03/14 00:03:05] ppdet.engine INFO: Epoch: [240] [360/610] learning_rate: 0.022555 loss_vfl: 0.905895 loss_bbox: 0.416586 loss_dfl: 0.414302 loss: 1.723444 eta: 8:18:45 batch_cost: 0.8294 data_cost: 0.0003 ips: 57.8733 images/s [03/14 00:03:24] ppdet.engine INFO: Epoch: [240] [380/610] learning_rate: 0.022531 loss_vfl: 0.950629 loss_bbox: 0.402646 loss_dfl: 0.419847 loss: 1.793144 eta: 8:18:28 batch_cost: 0.8101 data_cost: 0.0019 ips: 59.2543 images/s [03/14 00:03:41] ppdet.engine INFO: Epoch: [240] [400/610] learning_rate: 0.022507 loss_vfl: 0.905231 loss_bbox: 0.405208 loss_dfl: 0.413754 loss: 1.717398 eta: 8:18:11 batch_cost: 0.8137 data_cost: 0.0014 ips: 58.9926 images/s [03/14 00:03:59] ppdet.engine INFO: Epoch: [240] [420/610] learning_rate: 0.022483 loss_vfl: 0.904293 loss_bbox: 0.418538 loss_dfl: 0.411755 loss: 1.720101 eta: 8:17:55 batch_cost: 0.7661 data_cost: 0.0020 ips: 62.6520 images/s [03/14 00:04:17] ppdet.engine INFO: Epoch: [240] [440/610] learning_rate: 0.022459 loss_vfl: 0.911615 loss_bbox: 0.384117 loss_dfl: 0.391412 loss: 1.713130 eta: 8:17:38 batch_cost: 0.7862 data_cost: 0.0017 ips: 61.0539 images/s [03/14 00:04:35] ppdet.engine INFO: Epoch: [240] [460/610] learning_rate: 0.022435 loss_vfl: 0.887742 loss_bbox: 0.395482 loss_dfl: 0.397797 loss: 1.708872 eta: 8:17:21 batch_cost: 0.8124 data_cost: 0.0024 ips: 59.0867 images/s [03/14 00:04:54] ppdet.engine INFO: Epoch: [240] [480/610] learning_rate: 0.022411 loss_vfl: 0.902488 loss_bbox: 0.414492 loss_dfl: 0.406983 loss: 1.718474 eta: 8:17:05 batch_cost: 0.8381 data_cost: 0.0003 ips: 57.2741 images/s [03/14 00:05:11] ppdet.engine INFO: Epoch: [240] [500/610] learning_rate: 0.022387 loss_vfl: 0.968254 loss_bbox: 0.407737 loss_dfl: 0.413573 loss: 1.782580 eta: 8:16:48 batch_cost: 0.7984 data_cost: 0.0003 ips: 60.1231 images/s [03/14 00:05:29] ppdet.engine INFO: Epoch: [240] [520/610] learning_rate: 0.022363 loss_vfl: 0.928820 loss_bbox: 0.418666 loss_dfl: 0.411572 loss: 1.763829 eta: 8:16:32 batch_cost: 0.7745 data_cost: 0.0003 ips: 61.9721 images/s [03/14 00:05:46] ppdet.engine INFO: Epoch: [240] [540/610] learning_rate: 0.022339 loss_vfl: 0.855333 loss_bbox: 0.384551 loss_dfl: 0.375287 loss: 1.620801 eta: 8:16:15 batch_cost: 0.7786 data_cost: 0.0010 ips: 61.6523 images/s [03/14 00:06:04] ppdet.engine INFO: Epoch: [240] [560/610] learning_rate: 0.022315 loss_vfl: 0.941708 loss_bbox: 0.423282 loss_dfl: 0.409433 loss: 1.772418 eta: 8:15:58 batch_cost: 0.7962 data_cost: 0.0016 ips: 60.2866 images/s [03/14 00:06:22] ppdet.engine INFO: Epoch: [240] [580/610] learning_rate: 0.022291 loss_vfl: 0.940049 loss_bbox: 0.419758 loss_dfl: 0.415340 loss: 1.755638 eta: 8:15:41 batch_cost: 0.7534 data_cost: 0.0003 ips: 63.7074 images/s [03/14 00:06:40] ppdet.engine INFO: Epoch: [240] [600/610] learning_rate: 0.022267 loss_vfl: 0.892323 loss_bbox: 0.400278 loss_dfl: 0.404519 loss: 1.702461 eta: 8:15:25 batch_cost: 0.7959 data_cost: 0.0004 ips: 60.3094 images/s [03/14 00:06:54] ppdet.engine INFO: Epoch: [241] [ 0/610] learning_rate: 0.022255 loss_vfl: 0.902738 loss_bbox: 0.414060 loss_dfl: 0.403303 loss: 1.723107 eta: 8:15:17 batch_cost: 0.9968 data_cost: 0.2627 ips: 48.1537 images/s [03/14 00:07:14] ppdet.engine INFO: Epoch: [241] [ 20/610] learning_rate: 0.022231 loss_vfl: 0.934059 loss_bbox: 0.422266 loss_dfl: 0.409304 loss: 1.735281 eta: 8:15:01 batch_cost: 0.8837 data_cost: 0.0003 ips: 54.3195 images/s [03/14 00:07:33] ppdet.engine INFO: Epoch: [241] [ 40/610] learning_rate: 0.022207 loss_vfl: 0.919696 loss_bbox: 0.408730 loss_dfl: 0.405117 loss: 1.741385 eta: 8:14:45 batch_cost: 0.8634 data_cost: 0.0008 ips: 55.5962 images/s [03/14 00:07:51] ppdet.engine INFO: Epoch: [241] [ 60/610] learning_rate: 0.022183 loss_vfl: 0.937685 loss_bbox: 0.424892 loss_dfl: 0.417106 loss: 1.783056 eta: 8:14:28 batch_cost: 0.8125 data_cost: 0.0003 ips: 59.0740 images/s [03/14 00:08:08] ppdet.engine INFO: Epoch: [241] [ 80/610] learning_rate: 0.022160 loss_vfl: 0.894233 loss_bbox: 0.384375 loss_dfl: 0.393589 loss: 1.704984 eta: 8:14:11 batch_cost: 0.7538 data_cost: 0.0003 ips: 63.6733 images/s [03/14 00:08:27] ppdet.engine INFO: Epoch: [241] [100/610] learning_rate: 0.022136 loss_vfl: 0.892103 loss_bbox: 0.416802 loss_dfl: 0.403484 loss: 1.723475 eta: 8:13:55 batch_cost: 0.8133 data_cost: 0.0003 ips: 59.0166 images/s [03/14 00:08:46] ppdet.engine INFO: Epoch: [241] [120/610] learning_rate: 0.022112 loss_vfl: 0.879416 loss_bbox: 0.373143 loss_dfl: 0.391190 loss: 1.673396 eta: 8:13:38 batch_cost: 0.8315 data_cost: 0.0003 ips: 57.7265 images/s [03/14 00:09:03] ppdet.engine INFO: Epoch: [241] [140/610] learning_rate: 0.022088 loss_vfl: 0.933983 loss_bbox: 0.400216 loss_dfl: 0.403613 loss: 1.712351 eta: 8:13:22 batch_cost: 0.7983 data_cost: 0.0009 ips: 60.1298 images/s [03/14 00:09:22] ppdet.engine INFO: Epoch: [241] [160/610] learning_rate: 0.022064 loss_vfl: 0.887807 loss_bbox: 0.391453 loss_dfl: 0.387469 loss: 1.677748 eta: 8:13:05 batch_cost: 0.8301 data_cost: 0.0009 ips: 57.8249 images/s [03/14 00:09:40] ppdet.engine INFO: Epoch: [241] [180/610] learning_rate: 0.022040 loss_vfl: 0.900681 loss_bbox: 0.394031 loss_dfl: 0.399210 loss: 1.743212 eta: 8:12:48 batch_cost: 0.8102 data_cost: 0.0005 ips: 59.2462 images/s [03/14 00:09:59] ppdet.engine INFO: Epoch: [241] [200/610] learning_rate: 0.022016 loss_vfl: 0.942298 loss_bbox: 0.420082 loss_dfl: 0.412240 loss: 1.765395 eta: 8:12:32 batch_cost: 0.8621 data_cost: 0.0003 ips: 55.6780 images/s [03/14 00:10:17] ppdet.engine INFO: Epoch: [241] [220/610] learning_rate: 0.021993 loss_vfl: 0.863820 loss_bbox: 0.376550 loss_dfl: 0.383862 loss: 1.605642 eta: 8:12:15 batch_cost: 0.7940 data_cost: 0.0003 ips: 60.4504 images/s [03/14 00:10:35] ppdet.engine INFO: Epoch: [241] [240/610] learning_rate: 0.021969 loss_vfl: 0.951554 loss_bbox: 0.429366 loss_dfl: 0.422357 loss: 1.795428 eta: 8:11:59 batch_cost: 0.8066 data_cost: 0.0003 ips: 59.5074 images/s [03/14 00:10:54] ppdet.engine INFO: Epoch: [241] [260/610] learning_rate: 0.021945 loss_vfl: 0.858813 loss_bbox: 0.383365 loss_dfl: 0.382152 loss: 1.635341 eta: 8:11:42 batch_cost: 0.8486 data_cost: 0.0003 ips: 56.5637 images/s [03/14 00:11:12] ppdet.engine INFO: Epoch: [241] [280/610] learning_rate: 0.021921 loss_vfl: 0.905998 loss_bbox: 0.414440 loss_dfl: 0.403573 loss: 1.737129 eta: 8:11:26 batch_cost: 0.8009 data_cost: 0.0022 ips: 59.9328 images/s [03/14 00:11:30] ppdet.engine INFO: Epoch: [241] [300/610] learning_rate: 0.021897 loss_vfl: 0.926796 loss_bbox: 0.389774 loss_dfl: 0.394620 loss: 1.690932 eta: 8:11:09 batch_cost: 0.8362 data_cost: 0.0003 ips: 57.4019 images/s [03/14 00:11:48] ppdet.engine INFO: Epoch: [241] [320/610] learning_rate: 0.021874 loss_vfl: 0.953009 loss_bbox: 0.426313 loss_dfl: 0.416162 loss: 1.798630 eta: 8:10:53 batch_cost: 0.8298 data_cost: 0.0003 ips: 57.8438 images/s [03/14 00:12:06] ppdet.engine INFO: Epoch: [241] [340/610] learning_rate: 0.021850 loss_vfl: 0.972752 loss_bbox: 0.424550 loss_dfl: 0.435338 loss: 1.826276 eta: 8:10:36 batch_cost: 0.7724 data_cost: 0.0009 ips: 62.1479 images/s [03/14 00:12:24] ppdet.engine INFO: Epoch: [241] [360/610] learning_rate: 0.021826 loss_vfl: 0.959634 loss_bbox: 0.425014 loss_dfl: 0.421284 loss: 1.791191 eta: 8:10:19 batch_cost: 0.7857 data_cost: 0.0003 ips: 61.0901 images/s [03/14 00:12:42] ppdet.engine INFO: Epoch: [241] [380/610] learning_rate: 0.021802 loss_vfl: 0.917426 loss_bbox: 0.426344 loss_dfl: 0.409599 loss: 1.729631 eta: 8:10:03 batch_cost: 0.8265 data_cost: 0.0003 ips: 58.0786 images/s [03/14 00:13:01] ppdet.engine INFO: Epoch: [241] [400/610] learning_rate: 0.021779 loss_vfl: 0.931059 loss_bbox: 0.419090 loss_dfl: 0.409048 loss: 1.775320 eta: 8:09:46 batch_cost: 0.8158 data_cost: 0.0003 ips: 58.8381 images/s [03/14 00:13:19] ppdet.engine INFO: Epoch: [241] [420/610] learning_rate: 0.021755 loss_vfl: 0.947481 loss_bbox: 0.431175 loss_dfl: 0.419687 loss: 1.774878 eta: 8:09:30 batch_cost: 0.8092 data_cost: 0.0003 ips: 59.3161 images/s [03/14 00:13:36] ppdet.engine INFO: Epoch: [241] [440/610] learning_rate: 0.021731 loss_vfl: 0.881246 loss_bbox: 0.386241 loss_dfl: 0.388117 loss: 1.646418 eta: 8:09:13 batch_cost: 0.7599 data_cost: 0.0015 ips: 63.1698 images/s [03/14 00:13:55] ppdet.engine INFO: Epoch: [241] [460/610] learning_rate: 0.021708 loss_vfl: 0.867090 loss_bbox: 0.394287 loss_dfl: 0.385647 loss: 1.651939 eta: 8:08:56 batch_cost: 0.8036 data_cost: 0.0003 ips: 59.7337 images/s [03/14 00:14:13] ppdet.engine INFO: Epoch: [241] [480/610] learning_rate: 0.021684 loss_vfl: 0.879941 loss_bbox: 0.410353 loss_dfl: 0.410987 loss: 1.705962 eta: 8:08:40 batch_cost: 0.8263 data_cost: 0.0003 ips: 58.0884 images/s [03/14 00:14:31] ppdet.engine INFO: Epoch: [241] [500/610] learning_rate: 0.021660 loss_vfl: 0.943999 loss_bbox: 0.435565 loss_dfl: 0.422830 loss: 1.818659 eta: 8:08:23 batch_cost: 0.8168 data_cost: 0.0003 ips: 58.7693 images/s [03/14 00:14:49] ppdet.engine INFO: Epoch: [241] [520/610] learning_rate: 0.021637 loss_vfl: 0.918450 loss_bbox: 0.408983 loss_dfl: 0.401921 loss: 1.731786 eta: 8:08:07 batch_cost: 0.7908 data_cost: 0.0008 ips: 60.6998 images/s [03/14 00:15:06] ppdet.engine INFO: Epoch: [241] [540/610] learning_rate: 0.021613 loss_vfl: 0.940375 loss_bbox: 0.402872 loss_dfl: 0.409157 loss: 1.768997 eta: 8:07:50 batch_cost: 0.7753 data_cost: 0.0005 ips: 61.9096 images/s [03/14 00:15:24] ppdet.engine INFO: Epoch: [241] [560/610] learning_rate: 0.021589 loss_vfl: 0.893159 loss_bbox: 0.401695 loss_dfl: 0.402494 loss: 1.710351 eta: 8:07:33 batch_cost: 0.8091 data_cost: 0.0003 ips: 59.3286 images/s [03/14 00:15:42] ppdet.engine INFO: Epoch: [241] [580/610] learning_rate: 0.021566 loss_vfl: 0.958479 loss_bbox: 0.416263 loss_dfl: 0.426110 loss: 1.800677 eta: 8:07:17 batch_cost: 0.8226 data_cost: 0.0003 ips: 58.3541 images/s [03/14 00:16:00] ppdet.engine INFO: Epoch: [241] [600/610] learning_rate: 0.021542 loss_vfl: 0.904222 loss_bbox: 0.407018 loss_dfl: 0.397202 loss: 1.689455 eta: 8:07:00 batch_cost: 0.7837 data_cost: 0.0003 ips: 61.2501 images/s [03/14 00:16:15] ppdet.engine INFO: Epoch: [242] [ 0/610] learning_rate: 0.021530 loss_vfl: 0.916690 loss_bbox: 0.407649 loss_dfl: 0.405526 loss: 1.741488 eta: 8:06:53 batch_cost: 1.0329 data_cost: 0.2478 ips: 46.4729 images/s [03/14 00:16:35] ppdet.engine INFO: Epoch: [242] [ 20/610] learning_rate: 0.021507 loss_vfl: 0.903651 loss_bbox: 0.399982 loss_dfl: 0.405498 loss: 1.699322 eta: 8:06:37 batch_cost: 0.9089 data_cost: 0.0003 ips: 52.8133 images/s [03/14 00:16:54] ppdet.engine INFO: Epoch: [242] [ 40/610] learning_rate: 0.021483 loss_vfl: 0.909003 loss_bbox: 0.411024 loss_dfl: 0.406658 loss: 1.707140 eta: 8:06:20 batch_cost: 0.8141 data_cost: 0.0003 ips: 58.9587 images/s [03/14 00:17:12] ppdet.engine INFO: Epoch: [242] [ 60/610] learning_rate: 0.021460 loss_vfl: 0.853441 loss_bbox: 0.374704 loss_dfl: 0.388332 loss: 1.627499 eta: 8:06:03 batch_cost: 0.8087 data_cost: 0.0004 ips: 59.3552 images/s [03/14 00:17:30] ppdet.engine INFO: Epoch: [242] [ 80/610] learning_rate: 0.021436 loss_vfl: 0.889859 loss_bbox: 0.404018 loss_dfl: 0.395394 loss: 1.672817 eta: 8:05:47 batch_cost: 0.7931 data_cost: 0.0003 ips: 60.5253 images/s [03/14 00:17:48] ppdet.engine INFO: Epoch: [242] [100/610] learning_rate: 0.021413 loss_vfl: 0.940591 loss_bbox: 0.427726 loss_dfl: 0.413205 loss: 1.782948 eta: 8:05:30 batch_cost: 0.8120 data_cost: 0.0003 ips: 59.1103 images/s [03/14 00:18:06] ppdet.engine INFO: Epoch: [242] [120/610] learning_rate: 0.021389 loss_vfl: 0.965092 loss_bbox: 0.455725 loss_dfl: 0.440053 loss: 1.852086 eta: 8:05:13 batch_cost: 0.7844 data_cost: 0.0003 ips: 61.1959 images/s [03/14 00:18:24] ppdet.engine INFO: Epoch: [242] [140/610] learning_rate: 0.021366 loss_vfl: 0.924408 loss_bbox: 0.437164 loss_dfl: 0.409930 loss: 1.777472 eta: 8:04:57 batch_cost: 0.7801 data_cost: 0.0021 ips: 61.5309 images/s [03/14 00:18:43] ppdet.engine INFO: Epoch: [242] [160/610] learning_rate: 0.021342 loss_vfl: 0.898735 loss_bbox: 0.383588 loss_dfl: 0.394569 loss: 1.697655 eta: 8:04:40 batch_cost: 0.8559 data_cost: 0.0003 ips: 56.0790 images/s [03/14 00:19:01] ppdet.engine INFO: Epoch: [242] [180/610] learning_rate: 0.021319 loss_vfl: 0.883447 loss_bbox: 0.384797 loss_dfl: 0.378661 loss: 1.629312 eta: 8:04:24 batch_cost: 0.7845 data_cost: 0.0007 ips: 61.1862 images/s [03/14 00:19:19] ppdet.engine INFO: Epoch: [242] [200/610] learning_rate: 0.021295 loss_vfl: 0.882916 loss_bbox: 0.405888 loss_dfl: 0.383320 loss: 1.676571 eta: 8:04:07 batch_cost: 0.7691 data_cost: 0.0004 ips: 62.4074 images/s [03/14 00:19:36] ppdet.engine INFO: Epoch: [242] [220/610] learning_rate: 0.021272 loss_vfl: 0.885594 loss_bbox: 0.401595 loss_dfl: 0.386062 loss: 1.665517 eta: 8:03:50 batch_cost: 0.7535 data_cost: 0.0012 ips: 63.7016 images/s [03/14 00:19:55] ppdet.engine INFO: Epoch: [242] [240/610] learning_rate: 0.021248 loss_vfl: 0.906344 loss_bbox: 0.408824 loss_dfl: 0.398999 loss: 1.716931 eta: 8:03:33 batch_cost: 0.8181 data_cost: 0.0003 ips: 58.6736 images/s [03/14 00:20:13] ppdet.engine INFO: Epoch: [242] [260/610] learning_rate: 0.021225 loss_vfl: 0.924311 loss_bbox: 0.421465 loss_dfl: 0.411990 loss: 1.748124 eta: 8:03:17 batch_cost: 0.7980 data_cost: 0.0003 ips: 60.1467 images/s [03/14 00:20:30] ppdet.engine INFO: Epoch: [242] [280/610] learning_rate: 0.021201 loss_vfl: 0.933469 loss_bbox: 0.395394 loss_dfl: 0.401104 loss: 1.726969 eta: 8:03:00 batch_cost: 0.8094 data_cost: 0.0010 ips: 59.3006 images/s [03/14 00:20:48] ppdet.engine INFO: Epoch: [242] [300/610] learning_rate: 0.021178 loss_vfl: 0.920386 loss_bbox: 0.424042 loss_dfl: 0.405816 loss: 1.733809 eta: 8:02:43 batch_cost: 0.7793 data_cost: 0.0003 ips: 61.5932 images/s [03/14 00:21:05] ppdet.engine INFO: Epoch: [242] [320/610] learning_rate: 0.021155 loss_vfl: 0.839255 loss_bbox: 0.378051 loss_dfl: 0.381297 loss: 1.597796 eta: 8:02:27 batch_cost: 0.7449 data_cost: 0.0003 ips: 64.4424 images/s [03/14 00:21:24] ppdet.engine INFO: Epoch: [242] [340/610] learning_rate: 0.021131 loss_vfl: 0.861820 loss_bbox: 0.386019 loss_dfl: 0.381628 loss: 1.632307 eta: 8:02:10 batch_cost: 0.7816 data_cost: 0.0003 ips: 61.4142 images/s [03/14 00:21:42] ppdet.engine INFO: Epoch: [242] [360/610] learning_rate: 0.021108 loss_vfl: 0.948527 loss_bbox: 0.448902 loss_dfl: 0.434262 loss: 1.820941 eta: 8:01:53 batch_cost: 0.7660 data_cost: 0.0004 ips: 62.6634 images/s [03/14 00:22:00] ppdet.engine INFO: Epoch: [242] [380/610] learning_rate: 0.021084 loss_vfl: 0.889398 loss_bbox: 0.408489 loss_dfl: 0.399702 loss: 1.690260 eta: 8:01:37 batch_cost: 0.8400 data_cost: 0.0010 ips: 57.1410 images/s [03/14 00:22:19] ppdet.engine INFO: Epoch: [242] [400/610] learning_rate: 0.021061 loss_vfl: 0.876374 loss_bbox: 0.410206 loss_dfl: 0.389703 loss: 1.677845 eta: 8:01:20 batch_cost: 0.8306 data_cost: 0.0003 ips: 57.7897 images/s [03/14 00:22:37] ppdet.engine INFO: Epoch: [242] [420/610] learning_rate: 0.021038 loss_vfl: 0.871326 loss_bbox: 0.384593 loss_dfl: 0.383702 loss: 1.620567 eta: 8:01:04 batch_cost: 0.7981 data_cost: 0.0003 ips: 60.1464 images/s [03/14 00:22:54] ppdet.engine INFO: Epoch: [242] [440/610] learning_rate: 0.021014 loss_vfl: 0.899924 loss_bbox: 0.426410 loss_dfl: 0.398748 loss: 1.714234 eta: 8:00:47 batch_cost: 0.8060 data_cost: 0.0003 ips: 59.5513 images/s [03/14 00:23:12] ppdet.engine INFO: Epoch: [242] [460/610] learning_rate: 0.020991 loss_vfl: 0.840974 loss_bbox: 0.364275 loss_dfl: 0.369232 loss: 1.561944 eta: 8:00:30 batch_cost: 0.7855 data_cost: 0.0014 ips: 61.1108 images/s [03/14 00:23:29] ppdet.engine INFO: Epoch: [242] [480/610] learning_rate: 0.020968 loss_vfl: 0.821907 loss_bbox: 0.382172 loss_dfl: 0.382261 loss: 1.587964 eta: 8:00:14 batch_cost: 0.7901 data_cost: 0.0015 ips: 60.7512 images/s [03/14 00:23:48] ppdet.engine INFO: Epoch: [242] [500/610] learning_rate: 0.020944 loss_vfl: 0.941564 loss_bbox: 0.414124 loss_dfl: 0.416719 loss: 1.760496 eta: 7:59:57 batch_cost: 0.8074 data_cost: 0.0003 ips: 59.4503 images/s [03/14 00:24:06] ppdet.engine INFO: Epoch: [242] [520/610] learning_rate: 0.020921 loss_vfl: 0.866458 loss_bbox: 0.391953 loss_dfl: 0.382747 loss: 1.666698 eta: 7:59:40 batch_cost: 0.8187 data_cost: 0.0017 ips: 58.6286 images/s [03/14 00:24:24] ppdet.engine INFO: Epoch: [242] [540/610] learning_rate: 0.020898 loss_vfl: 0.876310 loss_bbox: 0.404859 loss_dfl: 0.391698 loss: 1.670649 eta: 7:59:24 batch_cost: 0.8053 data_cost: 0.0004 ips: 59.6036 images/s [03/14 00:24:43] ppdet.engine INFO: Epoch: [242] [560/610] learning_rate: 0.020875 loss_vfl: 0.871508 loss_bbox: 0.388938 loss_dfl: 0.385129 loss: 1.654525 eta: 7:59:07 batch_cost: 0.8335 data_cost: 0.0017 ips: 57.5853 images/s [03/14 00:25:02] ppdet.engine INFO: Epoch: [242] [580/610] learning_rate: 0.020851 loss_vfl: 0.939093 loss_bbox: 0.417409 loss_dfl: 0.425481 loss: 1.794646 eta: 7:58:51 batch_cost: 0.8316 data_cost: 0.0016 ips: 57.7196 images/s [03/14 00:25:20] ppdet.engine INFO: Epoch: [242] [600/610] learning_rate: 0.020828 loss_vfl: 0.880025 loss_bbox: 0.406134 loss_dfl: 0.392887 loss: 1.685698 eta: 7:58:34 batch_cost: 0.8040 data_cost: 0.0004 ips: 59.7033 images/s [03/14 00:25:35] ppdet.engine INFO: Epoch: [243] [ 0/610] learning_rate: 0.020816 loss_vfl: 0.856285 loss_bbox: 0.397880 loss_dfl: 0.379512 loss: 1.621785 eta: 7:58:27 batch_cost: 1.0203 data_cost: 0.2544 ips: 47.0433 images/s [03/14 00:25:54] ppdet.engine INFO: Epoch: [243] [ 20/610] learning_rate: 0.020793 loss_vfl: 0.836320 loss_bbox: 0.380507 loss_dfl: 0.373208 loss: 1.589993 eta: 7:58:11 batch_cost: 0.8857 data_cost: 0.0010 ips: 54.1967 images/s [03/14 00:26:13] ppdet.engine INFO: Epoch: [243] [ 40/610] learning_rate: 0.020770 loss_vfl: 0.925677 loss_bbox: 0.415462 loss_dfl: 0.402169 loss: 1.738129 eta: 7:57:54 batch_cost: 0.8503 data_cost: 0.0006 ips: 56.4484 images/s [03/14 00:26:32] ppdet.engine INFO: Epoch: [243] [ 60/610] learning_rate: 0.020747 loss_vfl: 0.846523 loss_bbox: 0.402658 loss_dfl: 0.393777 loss: 1.647852 eta: 7:57:38 batch_cost: 0.8520 data_cost: 0.0004 ips: 56.3399 images/s [03/14 00:26:51] ppdet.engine INFO: Epoch: [243] [ 80/610] learning_rate: 0.020724 loss_vfl: 0.885037 loss_bbox: 0.404298 loss_dfl: 0.404857 loss: 1.704076 eta: 7:57:21 batch_cost: 0.8457 data_cost: 0.0003 ips: 56.7607 images/s [03/14 00:27:08] ppdet.engine INFO: Epoch: [243] [100/610] learning_rate: 0.020700 loss_vfl: 0.916510 loss_bbox: 0.406687 loss_dfl: 0.390993 loss: 1.703961 eta: 7:57:05 batch_cost: 0.7711 data_cost: 0.0003 ips: 62.2515 images/s [03/14 00:27:25] ppdet.engine INFO: Epoch: [243] [120/610] learning_rate: 0.020677 loss_vfl: 0.902663 loss_bbox: 0.409708 loss_dfl: 0.397642 loss: 1.720286 eta: 7:56:48 batch_cost: 0.7782 data_cost: 0.0003 ips: 61.6805 images/s [03/14 00:27:43] ppdet.engine INFO: Epoch: [243] [140/610] learning_rate: 0.020654 loss_vfl: 0.914143 loss_bbox: 0.393751 loss_dfl: 0.402492 loss: 1.707718 eta: 7:56:31 batch_cost: 0.7988 data_cost: 0.0003 ips: 60.0867 images/s [03/14 00:28:03] ppdet.engine INFO: Epoch: [243] [160/610] learning_rate: 0.020631 loss_vfl: 0.953418 loss_bbox: 0.431048 loss_dfl: 0.421412 loss: 1.787343 eta: 7:56:15 batch_cost: 0.8715 data_cost: 0.0003 ips: 55.0750 images/s [03/14 00:28:21] ppdet.engine INFO: Epoch: [243] [180/610] learning_rate: 0.020608 loss_vfl: 0.869089 loss_bbox: 0.401648 loss_dfl: 0.400408 loss: 1.660606 eta: 7:55:59 batch_cost: 0.8217 data_cost: 0.0009 ips: 58.4157 images/s [03/14 00:28:39] ppdet.engine INFO: Epoch: [243] [200/610] learning_rate: 0.020585 loss_vfl: 0.963625 loss_bbox: 0.419248 loss_dfl: 0.419404 loss: 1.820032 eta: 7:55:42 batch_cost: 0.7978 data_cost: 0.0016 ips: 60.1689 images/s [03/14 00:28:57] ppdet.engine INFO: Epoch: [243] 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0.392479 loss: 1.696739 eta: 7:54:19 batch_cost: 0.7931 data_cost: 0.0003 ips: 60.5208 images/s [03/14 00:30:28] ppdet.engine INFO: Epoch: [243] [320/610] learning_rate: 0.020446 loss_vfl: 0.887472 loss_bbox: 0.398937 loss_dfl: 0.386514 loss: 1.658333 eta: 7:54:02 batch_cost: 0.7613 data_cost: 0.0003 ips: 63.0500 images/s [03/14 00:30:45] ppdet.engine INFO: Epoch: [243] [340/610] learning_rate: 0.020423 loss_vfl: 0.854767 loss_bbox: 0.377224 loss_dfl: 0.385436 loss: 1.592511 eta: 7:53:45 batch_cost: 0.7652 data_cost: 0.0003 ips: 62.7276 images/s [03/14 00:31:03] ppdet.engine INFO: Epoch: [243] [360/610] learning_rate: 0.020400 loss_vfl: 0.902520 loss_bbox: 0.427488 loss_dfl: 0.406329 loss: 1.734163 eta: 7:53:28 batch_cost: 0.7900 data_cost: 0.0012 ips: 60.7595 images/s [03/14 00:31:21] ppdet.engine INFO: Epoch: [243] [380/610] learning_rate: 0.020377 loss_vfl: 0.939351 loss_bbox: 0.422412 loss_dfl: 0.416522 loss: 1.763675 eta: 7:53:12 batch_cost: 0.8245 data_cost: 0.0003 ips: 58.2163 images/s [03/14 00:31:39] ppdet.engine INFO: Epoch: [243] [400/610] learning_rate: 0.020354 loss_vfl: 1.015195 loss_bbox: 0.434989 loss_dfl: 0.428497 loss: 1.870139 eta: 7:52:55 batch_cost: 0.8169 data_cost: 0.0004 ips: 58.7564 images/s [03/14 00:31:57] ppdet.engine INFO: Epoch: [243] [420/610] learning_rate: 0.020331 loss_vfl: 0.914185 loss_bbox: 0.418898 loss_dfl: 0.404010 loss: 1.740276 eta: 7:52:39 batch_cost: 0.7751 data_cost: 0.0003 ips: 61.9254 images/s [03/14 00:32:15] ppdet.engine INFO: Epoch: [243] [440/610] learning_rate: 0.020308 loss_vfl: 0.956499 loss_bbox: 0.424646 loss_dfl: 0.428965 loss: 1.815757 eta: 7:52:22 batch_cost: 0.8061 data_cost: 0.0004 ips: 59.5442 images/s [03/14 00:32:33] ppdet.engine INFO: Epoch: [243] [460/610] learning_rate: 0.020285 loss_vfl: 0.911367 loss_bbox: 0.417113 loss_dfl: 0.412759 loss: 1.749942 eta: 7:52:05 batch_cost: 0.7819 data_cost: 0.0013 ips: 61.3874 images/s [03/14 00:32:50] ppdet.engine INFO: Epoch: [243] [480/610] learning_rate: 0.020262 loss_vfl: 0.935477 loss_bbox: 0.406778 loss_dfl: 0.414826 loss: 1.755355 eta: 7:51:49 batch_cost: 0.8126 data_cost: 0.0003 ips: 59.0728 images/s [03/14 00:33:08] ppdet.engine INFO: Epoch: [243] [500/610] learning_rate: 0.020239 loss_vfl: 0.867776 loss_bbox: 0.383469 loss_dfl: 0.381493 loss: 1.637028 eta: 7:51:32 batch_cost: 0.7841 data_cost: 0.0003 ips: 61.2159 images/s [03/14 00:33:27] ppdet.engine INFO: Epoch: [243] [520/610] learning_rate: 0.020216 loss_vfl: 0.953670 loss_bbox: 0.446469 loss_dfl: 0.416385 loss: 1.829114 eta: 7:51:15 batch_cost: 0.8361 data_cost: 0.0004 ips: 57.4113 images/s [03/14 00:33:45] ppdet.engine INFO: Epoch: [243] [540/610] learning_rate: 0.020194 loss_vfl: 0.979057 loss_bbox: 0.429132 loss_dfl: 0.417257 loss: 1.823165 eta: 7:50:59 batch_cost: 0.8172 data_cost: 0.0003 ips: 58.7373 images/s [03/14 00:34:04] ppdet.engine INFO: Epoch: [243] [560/610] learning_rate: 0.020171 loss_vfl: 0.893892 loss_bbox: 0.399949 loss_dfl: 0.395022 loss: 1.718960 eta: 7:50:42 batch_cost: 0.7748 data_cost: 0.0005 ips: 61.9533 images/s [03/14 00:34:24] ppdet.engine INFO: Epoch: [243] [580/610] learning_rate: 0.020148 loss_vfl: 0.913208 loss_bbox: 0.428021 loss_dfl: 0.409364 loss: 1.740808 eta: 7:50:26 batch_cost: 0.8788 data_cost: 0.0005 ips: 54.6185 images/s [03/14 00:34:43] ppdet.engine INFO: Epoch: [243] [600/610] learning_rate: 0.020125 loss_vfl: 0.946403 loss_bbox: 0.428953 loss_dfl: 0.423178 loss: 1.797966 eta: 7:50:10 batch_cost: 0.8509 data_cost: 0.0005 ips: 56.4134 images/s [03/14 00:34:56] ppdet.engine INFO: Epoch: [244] [ 0/610] learning_rate: 0.020113 loss_vfl: 0.940525 loss_bbox: 0.426628 loss_dfl: 0.420093 loss: 1.789763 eta: 7:50:02 batch_cost: 0.9965 data_cost: 0.2473 ips: 48.1681 images/s [03/14 00:35:18] ppdet.engine INFO: Epoch: [244] [ 20/610] learning_rate: 0.020091 loss_vfl: 0.953978 loss_bbox: 0.430619 loss_dfl: 0.416519 loss: 1.793615 eta: 7:49:46 batch_cost: 0.9398 data_cost: 0.0012 ips: 51.0749 images/s [03/14 00:35:38] ppdet.engine INFO: Epoch: [244] [ 40/610] learning_rate: 0.020068 loss_vfl: 0.900068 loss_bbox: 0.412731 loss_dfl: 0.401881 loss: 1.715444 eta: 7:49:30 batch_cost: 0.8955 data_cost: 0.0011 ips: 53.6004 images/s [03/14 00:35:56] ppdet.engine INFO: Epoch: [244] [ 60/610] learning_rate: 0.020045 loss_vfl: 0.890640 loss_bbox: 0.402546 loss_dfl: 0.399376 loss: 1.696635 eta: 7:49:13 batch_cost: 0.7881 data_cost: 0.0003 ips: 60.9084 images/s [03/14 00:36:15] ppdet.engine INFO: Epoch: [244] [ 80/610] learning_rate: 0.020022 loss_vfl: 0.896920 loss_bbox: 0.398123 loss_dfl: 0.409408 loss: 1.702018 eta: 7:48:57 batch_cost: 0.8574 data_cost: 0.0003 ips: 55.9827 images/s [03/14 00:36:33] ppdet.engine INFO: Epoch: [244] [100/610] learning_rate: 0.019999 loss_vfl: 0.861109 loss_bbox: 0.374882 loss_dfl: 0.378698 loss: 1.606918 eta: 7:48:40 batch_cost: 0.8179 data_cost: 0.0005 ips: 58.6873 images/s [03/14 00:36:52] ppdet.engine INFO: Epoch: [244] [120/610] learning_rate: 0.019976 loss_vfl: 0.943625 loss_bbox: 0.432415 loss_dfl: 0.418312 loss: 1.788796 eta: 7:48:24 batch_cost: 0.8185 data_cost: 0.0003 ips: 58.6436 images/s [03/14 00:37:11] ppdet.engine INFO: Epoch: [244] [140/610] learning_rate: 0.019954 loss_vfl: 0.911021 loss_bbox: 0.432790 loss_dfl: 0.408033 loss: 1.754208 eta: 7:48:07 batch_cost: 0.8309 data_cost: 0.0003 ips: 57.7693 images/s [03/14 00:37:29] ppdet.engine INFO: Epoch: [244] [160/610] learning_rate: 0.019931 loss_vfl: 0.907754 loss_bbox: 0.419346 loss_dfl: 0.403003 loss: 1.728217 eta: 7:47:51 batch_cost: 0.8057 data_cost: 0.0003 ips: 59.5748 images/s [03/14 00:37:46] ppdet.engine INFO: Epoch: [244] [180/610] learning_rate: 0.019908 loss_vfl: 0.904698 loss_bbox: 0.406698 loss_dfl: 0.392857 loss: 1.695548 eta: 7:47:34 batch_cost: 0.7637 data_cost: 0.0017 ips: 62.8547 images/s [03/14 00:38:04] ppdet.engine INFO: Epoch: [244] [200/610] learning_rate: 0.019885 loss_vfl: 0.931253 loss_bbox: 0.415282 loss_dfl: 0.411671 loss: 1.746110 eta: 7:47:17 batch_cost: 0.7934 data_cost: 0.0003 ips: 60.5015 images/s [03/14 00:38:22] ppdet.engine INFO: Epoch: [244] [220/610] learning_rate: 0.019863 loss_vfl: 0.897555 loss_bbox: 0.396933 loss_dfl: 0.398640 loss: 1.687137 eta: 7:47:00 batch_cost: 0.7824 data_cost: 0.0003 ips: 61.3518 images/s [03/14 00:38:39] ppdet.engine INFO: Epoch: [244] [240/610] learning_rate: 0.019840 loss_vfl: 0.898238 loss_bbox: 0.400501 loss_dfl: 0.392880 loss: 1.662070 eta: 7:46:44 batch_cost: 0.7719 data_cost: 0.0003 ips: 62.1881 images/s [03/14 00:38:57] ppdet.engine INFO: Epoch: [244] [260/610] learning_rate: 0.019817 loss_vfl: 0.972600 loss_bbox: 0.433846 loss_dfl: 0.423095 loss: 1.834982 eta: 7:46:27 batch_cost: 0.7619 data_cost: 0.0017 ips: 62.9987 images/s [03/14 00:39:15] ppdet.engine INFO: Epoch: [244] [280/610] learning_rate: 0.019794 loss_vfl: 0.952120 loss_bbox: 0.442902 loss_dfl: 0.431436 loss: 1.855650 eta: 7:46:10 batch_cost: 0.7814 data_cost: 0.0003 ips: 61.4273 images/s [03/14 00:39:33] ppdet.engine INFO: Epoch: [244] [300/610] learning_rate: 0.019772 loss_vfl: 0.873408 loss_bbox: 0.405778 loss_dfl: 0.388698 loss: 1.675256 eta: 7:45:54 batch_cost: 0.8153 data_cost: 0.0014 ips: 58.8748 images/s [03/14 00:39:51] ppdet.engine INFO: Epoch: [244] [320/610] learning_rate: 0.019749 loss_vfl: 0.925417 loss_bbox: 0.404660 loss_dfl: 0.408468 loss: 1.737623 eta: 7:45:37 batch_cost: 0.8015 data_cost: 0.0003 ips: 59.8862 images/s [03/14 00:40:09] ppdet.engine INFO: Epoch: [244] [340/610] learning_rate: 0.019726 loss_vfl: 0.920721 loss_bbox: 0.417837 loss_dfl: 0.407858 loss: 1.752301 eta: 7:45:20 batch_cost: 0.7653 data_cost: 0.0003 ips: 62.7225 images/s [03/14 00:40:27] ppdet.engine INFO: Epoch: [244] [360/610] learning_rate: 0.019704 loss_vfl: 0.863387 loss_bbox: 0.403830 loss_dfl: 0.395953 loss: 1.697012 eta: 7:45:04 batch_cost: 0.7855 data_cost: 0.0003 ips: 61.1063 images/s [03/14 00:40:45] ppdet.engine INFO: Epoch: [244] [380/610] learning_rate: 0.019681 loss_vfl: 0.889510 loss_bbox: 0.393752 loss_dfl: 0.391157 loss: 1.682416 eta: 7:44:47 batch_cost: 0.7775 data_cost: 0.0010 ips: 61.7351 images/s [03/14 00:41:04] ppdet.engine INFO: Epoch: [244] [400/610] learning_rate: 0.019658 loss_vfl: 0.939347 loss_bbox: 0.415387 loss_dfl: 0.408683 loss: 1.742927 eta: 7:44:30 batch_cost: 0.8456 data_cost: 0.0003 ips: 56.7641 images/s [03/14 00:41:22] ppdet.engine INFO: Epoch: [244] [420/610] learning_rate: 0.019636 loss_vfl: 0.934310 loss_bbox: 0.413625 loss_dfl: 0.421387 loss: 1.775132 eta: 7:44:14 batch_cost: 0.7932 data_cost: 0.0003 ips: 60.5140 images/s [03/14 00:41:40] ppdet.engine INFO: Epoch: [244] [440/610] learning_rate: 0.019613 loss_vfl: 0.919048 loss_bbox: 0.407451 loss_dfl: 0.408652 loss: 1.741564 eta: 7:43:57 batch_cost: 0.8217 data_cost: 0.0014 ips: 58.4120 images/s [03/14 00:41:59] ppdet.engine INFO: Epoch: [244] [460/610] learning_rate: 0.019591 loss_vfl: 0.944349 loss_bbox: 0.429697 loss_dfl: 0.414598 loss: 1.790507 eta: 7:43:41 batch_cost: 0.8040 data_cost: 0.0003 ips: 59.7045 images/s [03/14 00:42:16] ppdet.engine INFO: Epoch: [244] [480/610] learning_rate: 0.019568 loss_vfl: 0.943179 loss_bbox: 0.411295 loss_dfl: 0.420367 loss: 1.768608 eta: 7:43:24 batch_cost: 0.7728 data_cost: 0.0003 ips: 62.1094 images/s [03/14 00:42:35] ppdet.engine INFO: Epoch: [244] [500/610] learning_rate: 0.019545 loss_vfl: 0.862834 loss_bbox: 0.385992 loss_dfl: 0.388753 loss: 1.644221 eta: 7:43:07 batch_cost: 0.8288 data_cost: 0.0003 ips: 57.9176 images/s [03/14 00:42:52] ppdet.engine INFO: Epoch: [244] [520/610] learning_rate: 0.019523 loss_vfl: 0.956554 loss_bbox: 0.420162 loss_dfl: 0.417827 loss: 1.798139 eta: 7:42:51 batch_cost: 0.8162 data_cost: 0.0003 ips: 58.8080 images/s [03/14 00:43:11] ppdet.engine INFO: Epoch: [244] [540/610] learning_rate: 0.019500 loss_vfl: 0.938928 loss_bbox: 0.416450 loss_dfl: 0.417337 loss: 1.777222 eta: 7:42:34 batch_cost: 0.7920 data_cost: 0.0053 ips: 60.6031 images/s [03/14 00:43:29] ppdet.engine INFO: Epoch: [244] [560/610] learning_rate: 0.019478 loss_vfl: 0.920251 loss_bbox: 0.399228 loss_dfl: 0.405044 loss: 1.735258 eta: 7:42:17 batch_cost: 0.7875 data_cost: 0.0013 ips: 60.9545 images/s [03/14 00:43:47] ppdet.engine INFO: Epoch: [244] [580/610] learning_rate: 0.019455 loss_vfl: 0.906488 loss_bbox: 0.421117 loss_dfl: 0.414544 loss: 1.739351 eta: 7:42:01 batch_cost: 0.8056 data_cost: 0.0003 ips: 59.5860 images/s [03/14 00:44:05] ppdet.engine INFO: Epoch: [244] [600/610] learning_rate: 0.019433 loss_vfl: 0.920916 loss_bbox: 0.418103 loss_dfl: 0.409808 loss: 1.765226 eta: 7:41:44 batch_cost: 0.8008 data_cost: 0.0005 ips: 59.9363 images/s [03/14 00:44:18] ppdet.engine INFO: Epoch: [245] [ 0/610] learning_rate: 0.019421 loss_vfl: 0.894650 loss_bbox: 0.408433 loss_dfl: 0.404135 loss: 1.657457 eta: 7:41:37 batch_cost: 0.9402 data_cost: 0.1852 ips: 51.0527 images/s [03/14 00:44:39] ppdet.engine INFO: Epoch: [245] [ 20/610] learning_rate: 0.019399 loss_vfl: 0.845020 loss_bbox: 0.390908 loss_dfl: 0.391860 loss: 1.621348 eta: 7:41:21 batch_cost: 0.9205 data_cost: 0.0009 ips: 52.1481 images/s [03/14 00:44:58] ppdet.engine INFO: Epoch: [245] [ 40/610] learning_rate: 0.019376 loss_vfl: 0.886044 loss_bbox: 0.399292 loss_dfl: 0.394317 loss: 1.669874 eta: 7:41:04 batch_cost: 0.8611 data_cost: 0.0003 ips: 55.7404 images/s [03/14 00:45:17] ppdet.engine INFO: Epoch: [245] [ 60/610] learning_rate: 0.019354 loss_vfl: 0.852049 loss_bbox: 0.392027 loss_dfl: 0.378114 loss: 1.638343 eta: 7:40:48 batch_cost: 0.8392 data_cost: 0.0005 ips: 57.1976 images/s [03/14 00:45:35] ppdet.engine INFO: Epoch: [245] [ 80/610] learning_rate: 0.019331 loss_vfl: 0.897971 loss_bbox: 0.407966 loss_dfl: 0.396738 loss: 1.695681 eta: 7:40:31 batch_cost: 0.8255 data_cost: 0.0006 ips: 58.1461 images/s [03/14 00:45:54] ppdet.engine INFO: Epoch: [245] [100/610] learning_rate: 0.019309 loss_vfl: 0.883624 loss_bbox: 0.403336 loss_dfl: 0.393004 loss: 1.682297 eta: 7:40:15 batch_cost: 0.8440 data_cost: 0.0005 ips: 56.8753 images/s [03/14 00:46:13] ppdet.engine INFO: Epoch: [245] [120/610] learning_rate: 0.019287 loss_vfl: 0.862843 loss_bbox: 0.366087 loss_dfl: 0.383139 loss: 1.630676 eta: 7:39:58 batch_cost: 0.8570 data_cost: 0.0004 ips: 56.0115 images/s [03/14 00:46:32] ppdet.engine INFO: Epoch: [245] [140/610] learning_rate: 0.019264 loss_vfl: 0.887175 loss_bbox: 0.401922 loss_dfl: 0.398753 loss: 1.713385 eta: 7:39:42 batch_cost: 0.8398 data_cost: 0.0026 ips: 57.1584 images/s [03/14 00:46:50] ppdet.engine INFO: Epoch: [245] [160/610] learning_rate: 0.019242 loss_vfl: 0.871748 loss_bbox: 0.390277 loss_dfl: 0.384819 loss: 1.618969 eta: 7:39:26 batch_cost: 0.8376 data_cost: 0.0003 ips: 57.3075 images/s [03/14 00:47:09] ppdet.engine INFO: Epoch: [245] [180/610] learning_rate: 0.019219 loss_vfl: 0.857994 loss_bbox: 0.380711 loss_dfl: 0.382966 loss: 1.605876 eta: 7:39:09 batch_cost: 0.8389 data_cost: 0.0016 ips: 57.2151 images/s [03/14 00:47:27] ppdet.engine INFO: Epoch: [245] [200/610] learning_rate: 0.019197 loss_vfl: 0.913049 loss_bbox: 0.389773 loss_dfl: 0.395606 loss: 1.716382 eta: 7:38:52 batch_cost: 0.7881 data_cost: 0.0003 ips: 60.9062 images/s [03/14 00:47:45] ppdet.engine INFO: Epoch: [245] [220/610] learning_rate: 0.019175 loss_vfl: 0.870954 loss_bbox: 0.395423 loss_dfl: 0.402944 loss: 1.660018 eta: 7:38:36 batch_cost: 0.8030 data_cost: 0.0003 ips: 59.7734 images/s [03/14 00:48:03] ppdet.engine INFO: Epoch: [245] [240/610] learning_rate: 0.019152 loss_vfl: 0.925895 loss_bbox: 0.411130 loss_dfl: 0.398962 loss: 1.743010 eta: 7:38:19 batch_cost: 0.8092 data_cost: 0.0003 ips: 59.3212 images/s [03/14 00:48:21] ppdet.engine INFO: Epoch: [245] [260/610] learning_rate: 0.019130 loss_vfl: 0.881805 loss_bbox: 0.407073 loss_dfl: 0.409588 loss: 1.711982 eta: 7:38:03 batch_cost: 0.8211 data_cost: 0.0004 ips: 58.4603 images/s [03/14 00:48:39] ppdet.engine INFO: Epoch: [245] [280/610] learning_rate: 0.019107 loss_vfl: 0.851841 loss_bbox: 0.375990 loss_dfl: 0.377759 loss: 1.602522 eta: 7:37:46 batch_cost: 0.8066 data_cost: 0.0003 ips: 59.5124 images/s [03/14 00:48:57] ppdet.engine INFO: Epoch: [245] [300/610] learning_rate: 0.019085 loss_vfl: 0.931529 loss_bbox: 0.424449 loss_dfl: 0.415727 loss: 1.770338 eta: 7:37:30 batch_cost: 0.8376 data_cost: 0.0003 ips: 57.3083 images/s [03/14 00:49:15] ppdet.engine INFO: Epoch: [245] [320/610] learning_rate: 0.019063 loss_vfl: 0.858009 loss_bbox: 0.396670 loss_dfl: 0.381650 loss: 1.632819 eta: 7:37:13 batch_cost: 0.8032 data_cost: 0.0003 ips: 59.7618 images/s [03/14 00:49:33] ppdet.engine INFO: Epoch: [245] [340/610] learning_rate: 0.019040 loss_vfl: 0.920569 loss_bbox: 0.424679 loss_dfl: 0.422900 loss: 1.771445 eta: 7:36:56 batch_cost: 0.7526 data_cost: 0.0003 ips: 63.7819 images/s [03/14 00:49:51] ppdet.engine INFO: Epoch: [245] [360/610] learning_rate: 0.019018 loss_vfl: 0.902018 loss_bbox: 0.396910 loss_dfl: 0.395401 loss: 1.686371 eta: 7:36:40 batch_cost: 0.8401 data_cost: 0.0015 ips: 57.1354 images/s [03/14 00:50:09] ppdet.engine INFO: Epoch: [245] 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0.384266 loss: 1.637557 eta: 7:35:17 batch_cost: 0.8436 data_cost: 0.0003 ips: 56.8975 images/s [03/14 00:51:40] ppdet.engine INFO: Epoch: [245] [480/610] learning_rate: 0.018885 loss_vfl: 0.961681 loss_bbox: 0.430331 loss_dfl: 0.414098 loss: 1.801259 eta: 7:35:00 batch_cost: 0.7726 data_cost: 0.0003 ips: 62.1248 images/s [03/14 00:51:59] ppdet.engine INFO: Epoch: [245] [500/610] learning_rate: 0.018862 loss_vfl: 0.916741 loss_bbox: 0.414824 loss_dfl: 0.415914 loss: 1.726227 eta: 7:34:44 batch_cost: 0.8413 data_cost: 0.0003 ips: 57.0531 images/s [03/14 00:52:17] ppdet.engine INFO: Epoch: [245] [520/610] learning_rate: 0.018840 loss_vfl: 0.914691 loss_bbox: 0.404830 loss_dfl: 0.401065 loss: 1.717679 eta: 7:34:27 batch_cost: 0.8209 data_cost: 0.0003 ips: 58.4739 images/s [03/14 00:52:35] ppdet.engine INFO: Epoch: [245] [540/610] learning_rate: 0.018818 loss_vfl: 0.906476 loss_bbox: 0.402383 loss_dfl: 0.399720 loss: 1.714156 eta: 7:34:10 batch_cost: 0.7662 data_cost: 0.0003 ips: 62.6487 images/s [03/14 00:52:52] ppdet.engine INFO: Epoch: [245] [560/610] learning_rate: 0.018796 loss_vfl: 0.894455 loss_bbox: 0.412733 loss_dfl: 0.403564 loss: 1.681300 eta: 7:33:54 batch_cost: 0.7818 data_cost: 0.0009 ips: 61.4006 images/s [03/14 00:53:10] ppdet.engine INFO: Epoch: [245] [580/610] learning_rate: 0.018774 loss_vfl: 0.948149 loss_bbox: 0.435514 loss_dfl: 0.415660 loss: 1.818258 eta: 7:33:37 batch_cost: 0.7882 data_cost: 0.0003 ips: 60.8996 images/s [03/14 00:53:28] ppdet.engine INFO: Epoch: [245] [600/610] learning_rate: 0.018751 loss_vfl: 0.928090 loss_bbox: 0.416929 loss_dfl: 0.409308 loss: 1.762861 eta: 7:33:20 batch_cost: 0.8015 data_cost: 0.0004 ips: 59.8885 images/s [03/14 00:53:42] ppdet.engine INFO: Epoch: [246] [ 0/610] learning_rate: 0.018740 loss_vfl: 0.913263 loss_bbox: 0.417964 loss_dfl: 0.405631 loss: 1.740105 eta: 7:33:13 batch_cost: 1.0045 data_cost: 0.1697 ips: 47.7844 images/s [03/14 00:54:02] ppdet.engine INFO: Epoch: [246] [ 20/610] learning_rate: 0.018718 loss_vfl: 0.897869 loss_bbox: 0.378256 loss_dfl: 0.387038 loss: 1.650631 eta: 7:32:57 batch_cost: 0.8572 data_cost: 0.0004 ips: 55.9987 images/s [03/14 00:54:21] ppdet.engine INFO: Epoch: [246] [ 40/610] learning_rate: 0.018696 loss_vfl: 0.847378 loss_bbox: 0.392722 loss_dfl: 0.390443 loss: 1.630349 eta: 7:32:40 batch_cost: 0.8287 data_cost: 0.0004 ips: 57.9228 images/s [03/14 00:54:39] ppdet.engine INFO: Epoch: [246] [ 60/610] learning_rate: 0.018674 loss_vfl: 0.891115 loss_bbox: 0.408457 loss_dfl: 0.410136 loss: 1.714473 eta: 7:32:23 batch_cost: 0.7698 data_cost: 0.0004 ips: 62.3539 images/s [03/14 00:54:57] ppdet.engine INFO: Epoch: [246] [ 80/610] learning_rate: 0.018652 loss_vfl: 0.833439 loss_bbox: 0.377092 loss_dfl: 0.379672 loss: 1.584519 eta: 7:32:07 batch_cost: 0.8353 data_cost: 0.0003 ips: 57.4623 images/s [03/14 00:55:16] ppdet.engine INFO: Epoch: [246] [100/610] learning_rate: 0.018630 loss_vfl: 0.926736 loss_bbox: 0.389428 loss_dfl: 0.413635 loss: 1.761857 eta: 7:31:50 batch_cost: 0.8145 data_cost: 0.0003 ips: 58.9309 images/s [03/14 00:55:34] ppdet.engine INFO: Epoch: [246] [120/610] learning_rate: 0.018608 loss_vfl: 0.914965 loss_bbox: 0.405702 loss_dfl: 0.407061 loss: 1.715274 eta: 7:31:34 batch_cost: 0.8315 data_cost: 0.0003 ips: 57.7247 images/s [03/14 00:55:52] ppdet.engine INFO: Epoch: [246] [140/610] learning_rate: 0.018586 loss_vfl: 0.912387 loss_bbox: 0.405411 loss_dfl: 0.411232 loss: 1.733679 eta: 7:31:17 batch_cost: 0.7975 data_cost: 0.0003 ips: 60.1901 images/s [03/14 00:56:10] ppdet.engine INFO: Epoch: [246] [160/610] learning_rate: 0.018564 loss_vfl: 0.907364 loss_bbox: 0.414675 loss_dfl: 0.392784 loss: 1.716852 eta: 7:31:01 batch_cost: 0.8081 data_cost: 0.0009 ips: 59.3969 images/s [03/14 00:56:29] ppdet.engine INFO: Epoch: [246] [180/610] learning_rate: 0.018542 loss_vfl: 0.923660 loss_bbox: 0.417872 loss_dfl: 0.405222 loss: 1.753077 eta: 7:30:44 batch_cost: 0.8038 data_cost: 0.0003 ips: 59.7172 images/s [03/14 00:56:46] ppdet.engine INFO: Epoch: [246] [200/610] learning_rate: 0.018520 loss_vfl: 0.869818 loss_bbox: 0.403674 loss_dfl: 0.403910 loss: 1.690242 eta: 7:30:27 batch_cost: 0.7649 data_cost: 0.0011 ips: 62.7506 images/s [03/14 00:57:04] ppdet.engine INFO: Epoch: [246] [220/610] learning_rate: 0.018498 loss_vfl: 0.898655 loss_bbox: 0.402507 loss_dfl: 0.399254 loss: 1.693938 eta: 7:30:10 batch_cost: 0.7819 data_cost: 0.0003 ips: 61.3851 images/s [03/14 00:57:22] ppdet.engine INFO: Epoch: [246] [240/610] learning_rate: 0.018476 loss_vfl: 0.870849 loss_bbox: 0.395241 loss_dfl: 0.388430 loss: 1.666775 eta: 7:29:54 batch_cost: 0.8249 data_cost: 0.0003 ips: 58.1914 images/s [03/14 00:57:40] ppdet.engine INFO: Epoch: [246] [260/610] learning_rate: 0.018454 loss_vfl: 0.905313 loss_bbox: 0.396697 loss_dfl: 0.410750 loss: 1.727817 eta: 7:29:37 batch_cost: 0.7771 data_cost: 0.0003 ips: 61.7695 images/s [03/14 00:57:59] ppdet.engine INFO: Epoch: [246] [280/610] learning_rate: 0.018432 loss_vfl: 0.899473 loss_bbox: 0.388559 loss_dfl: 0.402088 loss: 1.675527 eta: 7:29:21 batch_cost: 0.8143 data_cost: 0.0003 ips: 58.9470 images/s [03/14 00:58:17] ppdet.engine INFO: Epoch: [246] [300/610] learning_rate: 0.018410 loss_vfl: 0.874385 loss_bbox: 0.401190 loss_dfl: 0.402597 loss: 1.679175 eta: 7:29:04 batch_cost: 0.8217 data_cost: 0.0003 ips: 58.4143 images/s [03/14 00:58:35] ppdet.engine INFO: Epoch: [246] [320/610] learning_rate: 0.018388 loss_vfl: 0.880738 loss_bbox: 0.389798 loss_dfl: 0.388331 loss: 1.656100 eta: 7:28:48 batch_cost: 0.8119 data_cost: 0.0009 ips: 59.1239 images/s [03/14 00:58:52] ppdet.engine INFO: Epoch: [246] [340/610] learning_rate: 0.018366 loss_vfl: 0.894112 loss_bbox: 0.413035 loss_dfl: 0.406200 loss: 1.709563 eta: 7:28:31 batch_cost: 0.7647 data_cost: 0.0010 ips: 62.7700 images/s [03/14 00:59:10] ppdet.engine INFO: Epoch: [246] [360/610] learning_rate: 0.018344 loss_vfl: 0.883986 loss_bbox: 0.408481 loss_dfl: 0.389474 loss: 1.676949 eta: 7:28:14 batch_cost: 0.7976 data_cost: 0.0003 ips: 60.1799 images/s [03/14 00:59:29] ppdet.engine INFO: Epoch: [246] [380/610] learning_rate: 0.018322 loss_vfl: 0.883266 loss_bbox: 0.393929 loss_dfl: 0.401604 loss: 1.665758 eta: 7:27:58 batch_cost: 0.8174 data_cost: 0.0003 ips: 58.7224 images/s [03/14 00:59:47] ppdet.engine INFO: Epoch: [246] [400/610] learning_rate: 0.018300 loss_vfl: 0.923892 loss_bbox: 0.398997 loss_dfl: 0.387922 loss: 1.708309 eta: 7:27:41 batch_cost: 0.8283 data_cost: 0.0004 ips: 57.9491 images/s [03/14 01:00:05] ppdet.engine INFO: Epoch: [246] [420/610] learning_rate: 0.018278 loss_vfl: 0.867837 loss_bbox: 0.380383 loss_dfl: 0.384665 loss: 1.617146 eta: 7:27:24 batch_cost: 0.7897 data_cost: 0.0003 ips: 60.7809 images/s [03/14 01:00:24] ppdet.engine INFO: Epoch: [246] [440/610] learning_rate: 0.018256 loss_vfl: 0.919916 loss_bbox: 0.417946 loss_dfl: 0.407678 loss: 1.737694 eta: 7:27:08 batch_cost: 0.8547 data_cost: 0.0003 ips: 56.1587 images/s [03/14 01:00:42] ppdet.engine INFO: Epoch: [246] [460/610] learning_rate: 0.018234 loss_vfl: 0.895086 loss_bbox: 0.418245 loss_dfl: 0.410627 loss: 1.715332 eta: 7:26:51 batch_cost: 0.7832 data_cost: 0.0004 ips: 61.2869 images/s [03/14 01:00:59] ppdet.engine INFO: Epoch: [246] [480/610] learning_rate: 0.018212 loss_vfl: 0.969552 loss_bbox: 0.436297 loss_dfl: 0.422395 loss: 1.822783 eta: 7:26:35 batch_cost: 0.7891 data_cost: 0.0010 ips: 60.8284 images/s [03/14 01:01:17] ppdet.engine INFO: Epoch: [246] [500/610] learning_rate: 0.018191 loss_vfl: 0.898756 loss_bbox: 0.393922 loss_dfl: 0.400148 loss: 1.683536 eta: 7:26:18 batch_cost: 0.8033 data_cost: 0.0004 ips: 59.7543 images/s [03/14 01:01:36] ppdet.engine INFO: Epoch: [246] [520/610] learning_rate: 0.018169 loss_vfl: 0.879917 loss_bbox: 0.397660 loss_dfl: 0.389768 loss: 1.654084 eta: 7:26:02 batch_cost: 0.8345 data_cost: 0.0010 ips: 57.5170 images/s [03/14 01:01:54] ppdet.engine INFO: Epoch: [246] [540/610] learning_rate: 0.018147 loss_vfl: 0.895358 loss_bbox: 0.403802 loss_dfl: 0.393715 loss: 1.656740 eta: 7:25:45 batch_cost: 0.8112 data_cost: 0.0003 ips: 59.1684 images/s [03/14 01:02:13] ppdet.engine INFO: Epoch: [246] [560/610] learning_rate: 0.018125 loss_vfl: 0.881770 loss_bbox: 0.405625 loss_dfl: 0.405645 loss: 1.692757 eta: 7:25:29 batch_cost: 0.8178 data_cost: 0.0003 ips: 58.6942 images/s [03/14 01:02:32] ppdet.engine INFO: Epoch: [246] [580/610] learning_rate: 0.018103 loss_vfl: 0.889459 loss_bbox: 0.411351 loss_dfl: 0.389988 loss: 1.685248 eta: 7:25:12 batch_cost: 0.8515 data_cost: 0.0003 ips: 56.3727 images/s [03/14 01:02:49] ppdet.engine INFO: Epoch: [246] [600/610] learning_rate: 0.018081 loss_vfl: 0.885329 loss_bbox: 0.391861 loss_dfl: 0.392957 loss: 1.682385 eta: 7:24:55 batch_cost: 0.7961 data_cost: 0.0004 ips: 60.2944 images/s [03/14 01:03:03] ppdet.engine INFO: Epoch: [247] [ 0/610] learning_rate: 0.018071 loss_vfl: 0.912435 loss_bbox: 0.402809 loss_dfl: 0.401453 loss: 1.718739 eta: 7:24:48 batch_cost: 0.9765 data_cost: 0.2146 ips: 49.1550 images/s [03/14 01:03:25] ppdet.engine INFO: Epoch: [247] [ 20/610] learning_rate: 0.018049 loss_vfl: 0.921934 loss_bbox: 0.421598 loss_dfl: 0.399219 loss: 1.731400 eta: 7:24:32 batch_cost: 0.9617 data_cost: 0.0004 ips: 49.9136 images/s [03/14 01:03:43] ppdet.engine INFO: Epoch: [247] [ 40/610] learning_rate: 0.018027 loss_vfl: 0.939705 loss_bbox: 0.395015 loss_dfl: 0.413667 loss: 1.722076 eta: 7:24:15 batch_cost: 0.7969 data_cost: 0.0003 ips: 60.2318 images/s [03/14 01:04:00] ppdet.engine INFO: Epoch: [247] [ 60/610] learning_rate: 0.018005 loss_vfl: 0.840770 loss_bbox: 0.392017 loss_dfl: 0.376983 loss: 1.646942 eta: 7:23:59 batch_cost: 0.7586 data_cost: 0.0003 ips: 63.2712 images/s [03/14 01:04:18] ppdet.engine INFO: Epoch: [247] [ 80/610] learning_rate: 0.017984 loss_vfl: 0.880073 loss_bbox: 0.401668 loss_dfl: 0.399961 loss: 1.691946 eta: 7:23:42 batch_cost: 0.7791 data_cost: 0.0022 ips: 61.6131 images/s [03/14 01:04:36] ppdet.engine INFO: Epoch: [247] [100/610] learning_rate: 0.017962 loss_vfl: 0.906108 loss_bbox: 0.425956 loss_dfl: 0.425063 loss: 1.785716 eta: 7:23:25 batch_cost: 0.7657 data_cost: 0.0015 ips: 62.6873 images/s [03/14 01:04:54] ppdet.engine INFO: Epoch: [247] [120/610] learning_rate: 0.017940 loss_vfl: 0.931290 loss_bbox: 0.428031 loss_dfl: 0.416217 loss: 1.797998 eta: 7:23:08 batch_cost: 0.7963 data_cost: 0.0003 ips: 60.2790 images/s [03/14 01:05:13] ppdet.engine INFO: Epoch: [247] [140/610] learning_rate: 0.017918 loss_vfl: 0.867813 loss_bbox: 0.386853 loss_dfl: 0.394283 loss: 1.650868 eta: 7:22:52 batch_cost: 0.8451 data_cost: 0.0003 ips: 56.7962 images/s [03/14 01:05:31] ppdet.engine INFO: Epoch: [247] [160/610] learning_rate: 0.017897 loss_vfl: 0.961848 loss_bbox: 0.449978 loss_dfl: 0.431696 loss: 1.824098 eta: 7:22:36 batch_cost: 0.8259 data_cost: 0.0003 ips: 58.1160 images/s [03/14 01:05:49] ppdet.engine INFO: Epoch: [247] [180/610] learning_rate: 0.017875 loss_vfl: 0.913458 loss_bbox: 0.421726 loss_dfl: 0.415327 loss: 1.762175 eta: 7:22:19 batch_cost: 0.8139 data_cost: 0.0003 ips: 58.9747 images/s [03/14 01:06:06] ppdet.engine INFO: Epoch: [247] [200/610] learning_rate: 0.017853 loss_vfl: 0.874870 loss_bbox: 0.412049 loss_dfl: 0.395864 loss: 1.681623 eta: 7:22:02 batch_cost: 0.7743 data_cost: 0.0003 ips: 61.9901 images/s [03/14 01:06:25] ppdet.engine INFO: Epoch: [247] [220/610] learning_rate: 0.017832 loss_vfl: 0.910936 loss_bbox: 0.406860 loss_dfl: 0.402908 loss: 1.727152 eta: 7:21:46 batch_cost: 0.8709 data_cost: 0.0003 ips: 55.1163 images/s [03/14 01:06:44] ppdet.engine INFO: Epoch: [247] [240/610] learning_rate: 0.017810 loss_vfl: 0.917015 loss_bbox: 0.412357 loss_dfl: 0.404819 loss: 1.742012 eta: 7:21:29 batch_cost: 0.7917 data_cost: 0.0003 ips: 60.6292 images/s [03/14 01:07:01] ppdet.engine INFO: Epoch: [247] [260/610] learning_rate: 0.017788 loss_vfl: 0.870067 loss_bbox: 0.385645 loss_dfl: 0.380533 loss: 1.635098 eta: 7:21:13 batch_cost: 0.7984 data_cost: 0.0003 ips: 60.1233 images/s [03/14 01:07:19] ppdet.engine INFO: Epoch: [247] [280/610] learning_rate: 0.017767 loss_vfl: 0.919832 loss_bbox: 0.391666 loss_dfl: 0.398798 loss: 1.702341 eta: 7:20:56 batch_cost: 0.7439 data_cost: 0.0003 ips: 64.5225 images/s [03/14 01:07:37] ppdet.engine INFO: Epoch: [247] [300/610] learning_rate: 0.017745 loss_vfl: 0.900837 loss_bbox: 0.397090 loss_dfl: 0.398111 loss: 1.703230 eta: 7:20:39 batch_cost: 0.8218 data_cost: 0.0008 ips: 58.4112 images/s [03/14 01:07:56] ppdet.engine INFO: Epoch: [247] [320/610] learning_rate: 0.017724 loss_vfl: 0.969787 loss_bbox: 0.426391 loss_dfl: 0.422338 loss: 1.824275 eta: 7:20:23 batch_cost: 0.8367 data_cost: 0.0009 ips: 57.3676 images/s [03/14 01:08:14] ppdet.engine INFO: Epoch: [247] [340/610] learning_rate: 0.017702 loss_vfl: 0.885993 loss_bbox: 0.371016 loss_dfl: 0.380565 loss: 1.654966 eta: 7:20:06 batch_cost: 0.8104 data_cost: 0.0003 ips: 59.2324 images/s [03/14 01:08:32] ppdet.engine INFO: Epoch: [247] [360/610] learning_rate: 0.017680 loss_vfl: 0.917344 loss_bbox: 0.403432 loss_dfl: 0.406998 loss: 1.712709 eta: 7:19:50 batch_cost: 0.8184 data_cost: 0.0003 ips: 58.6491 images/s [03/14 01:08:51] ppdet.engine INFO: Epoch: [247] [380/610] learning_rate: 0.017659 loss_vfl: 0.920732 loss_bbox: 0.423633 loss_dfl: 0.413169 loss: 1.761066 eta: 7:19:33 batch_cost: 0.7744 data_cost: 0.0047 ips: 61.9828 images/s [03/14 01:09:09] ppdet.engine INFO: Epoch: [247] [400/610] learning_rate: 0.017637 loss_vfl: 0.853947 loss_bbox: 0.386656 loss_dfl: 0.380196 loss: 1.611509 eta: 7:19:16 batch_cost: 0.7790 data_cost: 0.0003 ips: 61.6197 images/s [03/14 01:09:27] ppdet.engine INFO: Epoch: [247] [420/610] learning_rate: 0.017616 loss_vfl: 0.967646 loss_bbox: 0.442777 loss_dfl: 0.428214 loss: 1.853756 eta: 7:19:00 batch_cost: 0.8160 data_cost: 0.0003 ips: 58.8220 images/s [03/14 01:09:45] ppdet.engine INFO: Epoch: [247] [440/610] learning_rate: 0.017594 loss_vfl: 0.879366 loss_bbox: 0.385476 loss_dfl: 0.390404 loss: 1.642339 eta: 7:18:43 batch_cost: 0.8251 data_cost: 0.0003 ips: 58.1738 images/s [03/14 01:10:03] ppdet.engine INFO: Epoch: [247] [460/610] learning_rate: 0.017573 loss_vfl: 0.897450 loss_bbox: 0.400485 loss_dfl: 0.404363 loss: 1.676790 eta: 7:18:27 batch_cost: 0.8302 data_cost: 0.0003 ips: 57.8161 images/s [03/14 01:10:22] ppdet.engine INFO: Epoch: [247] [480/610] learning_rate: 0.017551 loss_vfl: 0.912945 loss_bbox: 0.427744 loss_dfl: 0.409360 loss: 1.735947 eta: 7:18:10 batch_cost: 0.8363 data_cost: 0.0003 ips: 57.3946 images/s [03/14 01:10:40] ppdet.engine INFO: Epoch: [247] [500/610] learning_rate: 0.017530 loss_vfl: 0.939606 loss_bbox: 0.428717 loss_dfl: 0.416135 loss: 1.794695 eta: 7:17:54 batch_cost: 0.8166 data_cost: 0.0003 ips: 58.7804 images/s [03/14 01:10:59] ppdet.engine INFO: Epoch: [247] [520/610] learning_rate: 0.017508 loss_vfl: 0.864380 loss_bbox: 0.412671 loss_dfl: 0.393230 loss: 1.673705 eta: 7:17:37 batch_cost: 0.7823 data_cost: 0.0011 ips: 61.3556 images/s [03/14 01:11:18] ppdet.engine INFO: Epoch: [247] 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0.411010 loss: 1.713897 eta: 7:16:23 batch_cost: 1.0526 data_cost: 0.2762 ips: 45.5994 images/s [03/14 01:12:46] ppdet.engine INFO: Epoch: [248] [ 20/610] learning_rate: 0.017391 loss_vfl: 0.869284 loss_bbox: 0.371499 loss_dfl: 0.386579 loss: 1.611130 eta: 7:16:07 batch_cost: 0.8571 data_cost: 0.0004 ips: 56.0054 images/s [03/14 01:13:04] ppdet.engine INFO: Epoch: [248] [ 40/610] learning_rate: 0.017369 loss_vfl: 0.871736 loss_bbox: 0.402961 loss_dfl: 0.403958 loss: 1.684733 eta: 7:15:50 batch_cost: 0.8395 data_cost: 0.0003 ips: 57.1793 images/s [03/14 01:13:22] ppdet.engine INFO: Epoch: [248] [ 60/610] learning_rate: 0.017348 loss_vfl: 0.888628 loss_bbox: 0.386446 loss_dfl: 0.396011 loss: 1.658473 eta: 7:15:34 batch_cost: 0.7812 data_cost: 0.0011 ips: 61.4467 images/s [03/14 01:13:42] ppdet.engine INFO: Epoch: [248] [ 80/610] learning_rate: 0.017326 loss_vfl: 0.885224 loss_bbox: 0.395835 loss_dfl: 0.398793 loss: 1.681334 eta: 7:15:17 batch_cost: 0.8398 data_cost: 0.0009 ips: 57.1592 images/s [03/14 01:14:01] ppdet.engine INFO: Epoch: [248] [100/610] learning_rate: 0.017305 loss_vfl: 0.913242 loss_bbox: 0.406109 loss_dfl: 0.407300 loss: 1.717884 eta: 7:15:01 batch_cost: 0.8698 data_cost: 0.0018 ips: 55.1824 images/s [03/14 01:14:19] ppdet.engine INFO: Epoch: [248] [120/610] learning_rate: 0.017284 loss_vfl: 0.911642 loss_bbox: 0.417603 loss_dfl: 0.405815 loss: 1.746073 eta: 7:14:44 batch_cost: 0.7869 data_cost: 0.0009 ips: 60.9991 images/s [03/14 01:14:37] ppdet.engine INFO: Epoch: [248] [140/610] learning_rate: 0.017262 loss_vfl: 0.916798 loss_bbox: 0.406586 loss_dfl: 0.400698 loss: 1.699902 eta: 7:14:28 batch_cost: 0.8036 data_cost: 0.0010 ips: 59.7313 images/s [03/14 01:14:54] ppdet.engine INFO: Epoch: [248] [160/610] learning_rate: 0.017241 loss_vfl: 0.881861 loss_bbox: 0.420738 loss_dfl: 0.406406 loss: 1.691953 eta: 7:14:11 batch_cost: 0.7783 data_cost: 0.0003 ips: 61.6703 images/s [03/14 01:15:11] ppdet.engine INFO: Epoch: [248] [180/610] learning_rate: 0.017220 loss_vfl: 0.924391 loss_bbox: 0.426431 loss_dfl: 0.419527 loss: 1.776584 eta: 7:13:54 batch_cost: 0.7784 data_cost: 0.0010 ips: 61.6647 images/s [03/14 01:15:29] ppdet.engine INFO: Epoch: [248] [200/610] learning_rate: 0.017198 loss_vfl: 0.895030 loss_bbox: 0.406133 loss_dfl: 0.398969 loss: 1.731638 eta: 7:13:38 batch_cost: 0.7705 data_cost: 0.0003 ips: 62.2999 images/s [03/14 01:15:46] ppdet.engine INFO: Epoch: [248] [220/610] learning_rate: 0.017177 loss_vfl: 0.878465 loss_bbox: 0.404113 loss_dfl: 0.392270 loss: 1.661286 eta: 7:13:21 batch_cost: 0.7681 data_cost: 0.0003 ips: 62.4898 images/s [03/14 01:16:05] ppdet.engine INFO: Epoch: [248] [240/610] learning_rate: 0.017156 loss_vfl: 0.914286 loss_bbox: 0.411353 loss_dfl: 0.412581 loss: 1.745863 eta: 7:13:04 batch_cost: 0.8360 data_cost: 0.0003 ips: 57.4185 images/s [03/14 01:16:23] ppdet.engine INFO: Epoch: [248] [260/610] learning_rate: 0.017135 loss_vfl: 0.871783 loss_bbox: 0.385257 loss_dfl: 0.389520 loss: 1.645617 eta: 7:12:48 batch_cost: 0.8019 data_cost: 0.0011 ips: 59.8588 images/s [03/14 01:16:41] ppdet.engine INFO: Epoch: [248] [280/610] learning_rate: 0.017113 loss_vfl: 0.932248 loss_bbox: 0.423860 loss_dfl: 0.415782 loss: 1.778964 eta: 7:12:31 batch_cost: 0.8102 data_cost: 0.0003 ips: 59.2432 images/s [03/14 01:17:00] ppdet.engine INFO: Epoch: [248] [300/610] learning_rate: 0.017092 loss_vfl: 0.893922 loss_bbox: 0.411371 loss_dfl: 0.392209 loss: 1.695655 eta: 7:12:15 batch_cost: 0.8116 data_cost: 0.0003 ips: 59.1390 images/s [03/14 01:17:18] ppdet.engine INFO: Epoch: [248] [320/610] learning_rate: 0.017071 loss_vfl: 0.916657 loss_bbox: 0.394644 loss_dfl: 0.398630 loss: 1.719036 eta: 7:11:58 batch_cost: 0.7794 data_cost: 0.0003 ips: 61.5865 images/s [03/14 01:17:36] ppdet.engine INFO: Epoch: [248] [340/610] learning_rate: 0.017050 loss_vfl: 0.920926 loss_bbox: 0.391873 loss_dfl: 0.381836 loss: 1.705658 eta: 7:11:41 batch_cost: 0.8012 data_cost: 0.0003 ips: 59.9076 images/s [03/14 01:17:54] ppdet.engine INFO: Epoch: [248] [360/610] learning_rate: 0.017029 loss_vfl: 0.863837 loss_bbox: 0.401744 loss_dfl: 0.387343 loss: 1.669856 eta: 7:11:25 batch_cost: 0.7816 data_cost: 0.0012 ips: 61.4161 images/s [03/14 01:18:11] ppdet.engine INFO: Epoch: [248] [380/610] learning_rate: 0.017007 loss_vfl: 0.911740 loss_bbox: 0.389556 loss_dfl: 0.405383 loss: 1.707094 eta: 7:11:08 batch_cost: 0.8067 data_cost: 0.0003 ips: 59.5049 images/s [03/14 01:18:29] ppdet.engine INFO: Epoch: [248] [400/610] learning_rate: 0.016986 loss_vfl: 0.912917 loss_bbox: 0.413071 loss_dfl: 0.410774 loss: 1.742034 eta: 7:10:51 batch_cost: 0.7808 data_cost: 0.0003 ips: 61.4752 images/s [03/14 01:18:46] ppdet.engine INFO: Epoch: [248] [420/610] learning_rate: 0.016965 loss_vfl: 0.860174 loss_bbox: 0.394881 loss_dfl: 0.384572 loss: 1.638617 eta: 7:10:35 batch_cost: 0.7861 data_cost: 0.0015 ips: 61.0590 images/s [03/14 01:19:04] ppdet.engine INFO: Epoch: [248] [440/610] learning_rate: 0.016944 loss_vfl: 0.886052 loss_bbox: 0.387464 loss_dfl: 0.386800 loss: 1.652594 eta: 7:10:18 batch_cost: 0.7584 data_cost: 0.0003 ips: 63.2934 images/s [03/14 01:19:22] ppdet.engine INFO: Epoch: [248] [460/610] learning_rate: 0.016923 loss_vfl: 0.952839 loss_bbox: 0.424325 loss_dfl: 0.418249 loss: 1.814335 eta: 7:10:01 batch_cost: 0.8283 data_cost: 0.0059 ips: 57.9510 images/s [03/14 01:19:40] ppdet.engine INFO: Epoch: [248] [480/610] learning_rate: 0.016902 loss_vfl: 0.866147 loss_bbox: 0.377402 loss_dfl: 0.377199 loss: 1.618596 eta: 7:09:45 batch_cost: 0.8221 data_cost: 0.0003 ips: 58.3842 images/s [03/14 01:19:58] ppdet.engine INFO: Epoch: [248] [500/610] learning_rate: 0.016880 loss_vfl: 0.898387 loss_bbox: 0.412433 loss_dfl: 0.403943 loss: 1.730693 eta: 7:09:28 batch_cost: 0.7879 data_cost: 0.0003 ips: 60.9241 images/s [03/14 01:20:16] ppdet.engine INFO: Epoch: [248] [520/610] learning_rate: 0.016859 loss_vfl: 0.882125 loss_bbox: 0.396259 loss_dfl: 0.398822 loss: 1.702722 eta: 7:09:12 batch_cost: 0.7975 data_cost: 0.0003 ips: 60.1866 images/s [03/14 01:20:34] ppdet.engine INFO: Epoch: [248] [540/610] learning_rate: 0.016838 loss_vfl: 0.953319 loss_bbox: 0.424703 loss_dfl: 0.417202 loss: 1.788372 eta: 7:08:55 batch_cost: 0.8146 data_cost: 0.0009 ips: 58.9264 images/s [03/14 01:20:52] ppdet.engine INFO: Epoch: [248] [560/610] learning_rate: 0.016817 loss_vfl: 0.897644 loss_bbox: 0.398639 loss_dfl: 0.388876 loss: 1.695620 eta: 7:08:39 batch_cost: 0.8243 data_cost: 0.0003 ips: 58.2345 images/s [03/14 01:21:10] ppdet.engine INFO: Epoch: [248] [580/610] learning_rate: 0.016796 loss_vfl: 0.901065 loss_bbox: 0.415181 loss_dfl: 0.406818 loss: 1.720170 eta: 7:08:22 batch_cost: 0.7932 data_cost: 0.0003 ips: 60.5179 images/s [03/14 01:21:28] ppdet.engine INFO: Epoch: [248] [600/610] learning_rate: 0.016775 loss_vfl: 0.922125 loss_bbox: 0.405956 loss_dfl: 0.410139 loss: 1.752403 eta: 7:08:05 batch_cost: 0.8126 data_cost: 0.0003 ips: 59.0691 images/s [03/14 01:21:43] ppdet.engine INFO: Epoch: [249] [ 0/610] learning_rate: 0.016765 loss_vfl: 0.913708 loss_bbox: 0.402351 loss_dfl: 0.410139 loss: 1.718593 eta: 7:07:58 batch_cost: 1.0379 data_cost: 0.1970 ips: 46.2466 images/s [03/14 01:22:03] ppdet.engine INFO: Epoch: [249] [ 20/610] learning_rate: 0.016744 loss_vfl: 0.907871 loss_bbox: 0.393173 loss_dfl: 0.399685 loss: 1.714586 eta: 7:07:42 batch_cost: 0.9374 data_cost: 0.0003 ips: 51.2046 images/s [03/14 01:22:21] ppdet.engine INFO: Epoch: [249] [ 40/610] learning_rate: 0.016723 loss_vfl: 0.904162 loss_bbox: 0.423667 loss_dfl: 0.399465 loss: 1.708477 eta: 7:07:25 batch_cost: 0.8098 data_cost: 0.0003 ips: 59.2762 images/s [03/14 01:22:40] ppdet.engine INFO: Epoch: [249] [ 60/610] learning_rate: 0.016702 loss_vfl: 0.864769 loss_bbox: 0.393952 loss_dfl: 0.386364 loss: 1.639559 eta: 7:07:09 batch_cost: 0.8177 data_cost: 0.0010 ips: 58.7016 images/s [03/14 01:22:57] ppdet.engine INFO: Epoch: [249] [ 80/610] learning_rate: 0.016681 loss_vfl: 0.893652 loss_bbox: 0.404344 loss_dfl: 0.396932 loss: 1.699244 eta: 7:06:52 batch_cost: 0.7630 data_cost: 0.0004 ips: 62.9077 images/s [03/14 01:23:14] ppdet.engine INFO: Epoch: [249] [100/610] learning_rate: 0.016660 loss_vfl: 0.886084 loss_bbox: 0.407185 loss_dfl: 0.408522 loss: 1.698890 eta: 7:06:35 batch_cost: 0.7774 data_cost: 0.0003 ips: 61.7479 images/s [03/14 01:23:32] ppdet.engine INFO: Epoch: [249] [120/610] learning_rate: 0.016639 loss_vfl: 0.890721 loss_bbox: 0.415364 loss_dfl: 0.404401 loss: 1.703552 eta: 7:06:19 batch_cost: 0.8358 data_cost: 0.0004 ips: 57.4333 images/s [03/14 01:23:50] ppdet.engine INFO: Epoch: [249] [140/610] learning_rate: 0.016618 loss_vfl: 0.900697 loss_bbox: 0.402281 loss_dfl: 0.394954 loss: 1.715818 eta: 7:06:02 batch_cost: 0.7979 data_cost: 0.0003 ips: 60.1610 images/s [03/14 01:24:09] ppdet.engine INFO: Epoch: [249] [160/610] learning_rate: 0.016597 loss_vfl: 0.883556 loss_bbox: 0.384195 loss_dfl: 0.387991 loss: 1.661655 eta: 7:05:46 batch_cost: 0.8019 data_cost: 0.0003 ips: 59.8579 images/s [03/14 01:24:27] ppdet.engine INFO: Epoch: [249] [180/610] learning_rate: 0.016576 loss_vfl: 0.933983 loss_bbox: 0.426884 loss_dfl: 0.428871 loss: 1.787071 eta: 7:05:29 batch_cost: 0.8065 data_cost: 0.0004 ips: 59.5198 images/s [03/14 01:24:45] ppdet.engine INFO: Epoch: [249] [200/610] learning_rate: 0.016555 loss_vfl: 0.869933 loss_bbox: 0.400748 loss_dfl: 0.398672 loss: 1.678358 eta: 7:05:12 batch_cost: 0.7846 data_cost: 0.0003 ips: 61.1754 images/s [03/14 01:25:02] ppdet.engine INFO: Epoch: [249] [220/610] learning_rate: 0.016534 loss_vfl: 0.926323 loss_bbox: 0.423414 loss_dfl: 0.414043 loss: 1.757500 eta: 7:04:56 batch_cost: 0.7300 data_cost: 0.0011 ips: 65.7498 images/s [03/14 01:25:20] ppdet.engine INFO: Epoch: [249] [240/610] learning_rate: 0.016513 loss_vfl: 0.926617 loss_bbox: 0.434634 loss_dfl: 0.409050 loss: 1.774718 eta: 7:04:39 batch_cost: 0.8020 data_cost: 0.0003 ips: 59.8480 images/s [03/14 01:25:38] ppdet.engine INFO: Epoch: [249] [260/610] learning_rate: 0.016492 loss_vfl: 0.897010 loss_bbox: 0.407315 loss_dfl: 0.391852 loss: 1.687893 eta: 7:04:22 batch_cost: 0.8109 data_cost: 0.0012 ips: 59.1916 images/s [03/14 01:25:56] ppdet.engine INFO: Epoch: [249] [280/610] learning_rate: 0.016471 loss_vfl: 0.909417 loss_bbox: 0.430018 loss_dfl: 0.417137 loss: 1.754460 eta: 7:04:06 batch_cost: 0.7896 data_cost: 0.0003 ips: 60.7932 images/s [03/14 01:26:14] ppdet.engine INFO: Epoch: [249] [300/610] learning_rate: 0.016450 loss_vfl: 0.901972 loss_bbox: 0.391889 loss_dfl: 0.384632 loss: 1.673377 eta: 7:03:49 batch_cost: 0.8022 data_cost: 0.0003 ips: 59.8337 images/s [03/14 01:26:32] ppdet.engine INFO: Epoch: [249] [320/610] learning_rate: 0.016430 loss_vfl: 0.890404 loss_bbox: 0.405031 loss_dfl: 0.398928 loss: 1.708247 eta: 7:03:33 batch_cost: 0.8135 data_cost: 0.0003 ips: 59.0025 images/s [03/14 01:26:51] ppdet.engine INFO: Epoch: [249] [340/610] learning_rate: 0.016409 loss_vfl: 0.957152 loss_bbox: 0.440826 loss_dfl: 0.418059 loss: 1.801551 eta: 7:03:16 batch_cost: 0.8576 data_cost: 0.0012 ips: 55.9727 images/s [03/14 01:27:09] ppdet.engine INFO: Epoch: [249] [360/610] learning_rate: 0.016388 loss_vfl: 0.843647 loss_bbox: 0.383980 loss_dfl: 0.385383 loss: 1.613537 eta: 7:03:00 batch_cost: 0.8204 data_cost: 0.0015 ips: 58.5062 images/s [03/14 01:27:28] ppdet.engine INFO: Epoch: [249] [380/610] learning_rate: 0.016367 loss_vfl: 0.910218 loss_bbox: 0.381520 loss_dfl: 0.395348 loss: 1.679091 eta: 7:02:43 batch_cost: 0.8130 data_cost: 0.0003 ips: 59.0404 images/s [03/14 01:27:45] ppdet.engine INFO: Epoch: [249] [400/610] learning_rate: 0.016346 loss_vfl: 0.911548 loss_bbox: 0.420614 loss_dfl: 0.399260 loss: 1.715103 eta: 7:02:27 batch_cost: 0.8105 data_cost: 0.0003 ips: 59.2256 images/s [03/14 01:28:03] ppdet.engine INFO: Epoch: [249] [420/610] learning_rate: 0.016325 loss_vfl: 0.968973 loss_bbox: 0.426629 loss_dfl: 0.409491 loss: 1.790130 eta: 7:02:10 batch_cost: 0.7985 data_cost: 0.0003 ips: 60.1126 images/s [03/14 01:28:21] ppdet.engine INFO: Epoch: [249] [440/610] learning_rate: 0.016305 loss_vfl: 0.878786 loss_bbox: 0.401510 loss_dfl: 0.400736 loss: 1.699236 eta: 7:01:53 batch_cost: 0.8088 data_cost: 0.0003 ips: 59.3504 images/s [03/14 01:28:39] ppdet.engine INFO: Epoch: [249] [460/610] learning_rate: 0.016284 loss_vfl: 0.919023 loss_bbox: 0.422029 loss_dfl: 0.418450 loss: 1.761214 eta: 7:01:37 batch_cost: 0.8143 data_cost: 0.0012 ips: 58.9468 images/s [03/14 01:28:56] ppdet.engine INFO: Epoch: [249] [480/610] learning_rate: 0.016263 loss_vfl: 0.902205 loss_bbox: 0.416381 loss_dfl: 0.403958 loss: 1.709718 eta: 7:01:20 batch_cost: 0.7311 data_cost: 0.0008 ips: 65.6527 images/s [03/14 01:29:14] ppdet.engine INFO: Epoch: [249] [500/610] learning_rate: 0.016242 loss_vfl: 0.876905 loss_bbox: 0.379528 loss_dfl: 0.375279 loss: 1.596682 eta: 7:01:03 batch_cost: 0.7533 data_cost: 0.0003 ips: 63.7184 images/s [03/14 01:29:32] ppdet.engine INFO: Epoch: [249] [520/610] learning_rate: 0.016222 loss_vfl: 0.902671 loss_bbox: 0.400063 loss_dfl: 0.407270 loss: 1.692195 eta: 7:00:46 batch_cost: 0.7781 data_cost: 0.0011 ips: 61.6866 images/s [03/14 01:29:50] ppdet.engine INFO: Epoch: [249] [540/610] learning_rate: 0.016201 loss_vfl: 0.903234 loss_bbox: 0.397825 loss_dfl: 0.388285 loss: 1.700948 eta: 7:00:30 batch_cost: 0.8227 data_cost: 0.0003 ips: 58.3454 images/s [03/14 01:30:08] ppdet.engine INFO: Epoch: [249] [560/610] learning_rate: 0.016180 loss_vfl: 0.909019 loss_bbox: 0.399834 loss_dfl: 0.410570 loss: 1.736200 eta: 7:00:13 batch_cost: 0.7971 data_cost: 0.0003 ips: 60.2149 images/s [03/14 01:30:25] ppdet.engine INFO: Epoch: [249] [580/610] learning_rate: 0.016160 loss_vfl: 0.889101 loss_bbox: 0.403692 loss_dfl: 0.410342 loss: 1.725513 eta: 6:59:56 batch_cost: 0.7649 data_cost: 0.0013 ips: 62.7503 images/s [03/14 01:30:43] ppdet.engine INFO: Epoch: [249] [600/610] learning_rate: 0.016139 loss_vfl: 0.983483 loss_bbox: 0.439442 loss_dfl: 0.440118 loss: 1.869551 eta: 6:59:40 batch_cost: 0.7969 data_cost: 0.0004 ips: 60.2354 images/s [03/14 01:30:52] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_s_416_coco [03/14 01:30:52] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_s_416_coco [03/14 01:30:52] ppdet.engine INFO: Eval iter: 0 [03/14 01:31:08] ppdet.engine INFO: Eval iter: 100 [03/14 01:31:17] ppdet.engine INFO: Eval iter: 200 [03/14 01:31:27] ppdet.engine INFO: Eval iter: 300 [03/14 01:31:37] ppdet.engine INFO: Eval iter: 400 [03/14 01:31:46] ppdet.engine INFO: Eval iter: 500 [03/14 01:31:55] ppdet.engine INFO: Eval iter: 600 [03/14 01:32:12] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json. loading annotations into memory... Done (t=1.04s) creating index... index created! [03/14 01:32:13] ppdet.metrics.coco_utils INFO: Start evaluate... Loading and preparing results... DONE (t=4.85s) creating index... index created! Running per image evaluation... Evaluate annotation type *bbox* DONE (t=93.93s). Accumulating evaluation results... DONE (t=19.09s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.324 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.474 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.343 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.116 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.343 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.527 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.287 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.456 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.485 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.214 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.544 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.738 [03/14 01:34:13] ppdet.engine INFO: Total sample number: 4952, averge FPS: 74.51486194051174 [03/14 01:34:13] ppdet.engine INFO: Best test bbox ap is 0.324. [03/14 01:34:13] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_s_416_coco [03/14 01:34:13] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_s_416_coco [03/14 01:34:14] ppdet.engine INFO: Epoch: [250] [ 0/610] learning_rate: 0.016129 loss_vfl: 0.931487 loss_bbox: 0.431462 loss_dfl: 0.419534 loss: 1.789754 eta: 6:59:31 batch_cost: 0.7279 data_cost: 0.0003 ips: 65.9387 images/s [03/14 01:34:32] ppdet.engine INFO: Epoch: [250] [ 20/610] learning_rate: 0.016108 loss_vfl: 0.876912 loss_bbox: 0.392796 loss_dfl: 0.401132 loss: 1.694132 eta: 6:59:15 batch_cost: 0.8230 data_cost: 0.0002 ips: 58.3218 images/s [03/14 01:34:50] ppdet.engine INFO: Epoch: [250] [ 40/610] learning_rate: 0.016087 loss_vfl: 0.898917 loss_bbox: 0.395656 loss_dfl: 0.397628 loss: 1.702021 eta: 6:58:58 batch_cost: 0.8117 data_cost: 0.0003 ips: 59.1375 images/s [03/14 01:35:09] ppdet.engine INFO: Epoch: [250] [ 60/610] learning_rate: 0.016067 loss_vfl: 0.850047 loss_bbox: 0.368985 loss_dfl: 0.378458 loss: 1.593022 eta: 6:58:42 batch_cost: 0.8235 data_cost: 0.0003 ips: 58.2866 images/s [03/14 01:35:27] ppdet.engine INFO: Epoch: [250] [ 80/610] learning_rate: 0.016046 loss_vfl: 0.904442 loss_bbox: 0.406693 loss_dfl: 0.407894 loss: 1.729239 eta: 6:58:25 batch_cost: 0.8337 data_cost: 0.0003 ips: 57.5779 images/s [03/14 01:35:45] ppdet.engine INFO: Epoch: [250] [100/610] learning_rate: 0.016025 loss_vfl: 0.953326 loss_bbox: 0.432819 loss_dfl: 0.424822 loss: 1.811603 eta: 6:58:08 batch_cost: 0.7646 data_cost: 0.0004 ips: 62.7803 images/s [03/14 01:36:04] ppdet.engine INFO: Epoch: [250] [120/610] learning_rate: 0.016005 loss_vfl: 0.905745 loss_bbox: 0.409666 loss_dfl: 0.400972 loss: 1.720272 eta: 6:57:52 batch_cost: 0.8111 data_cost: 0.0003 ips: 59.1784 images/s [03/14 01:36:22] ppdet.engine INFO: Epoch: [250] [140/610] learning_rate: 0.015984 loss_vfl: 0.899244 loss_bbox: 0.414187 loss_dfl: 0.402073 loss: 1.708131 eta: 6:57:35 batch_cost: 0.8187 data_cost: 0.0003 ips: 58.6282 images/s [03/14 01:36:41] ppdet.engine INFO: Epoch: [250] [160/610] learning_rate: 0.015964 loss_vfl: 0.957636 loss_bbox: 0.430235 loss_dfl: 0.424839 loss: 1.821676 eta: 6:57:19 batch_cost: 0.8620 data_cost: 0.0003 ips: 55.6867 images/s [03/14 01:37:00] ppdet.engine INFO: Epoch: [250] [180/610] learning_rate: 0.015943 loss_vfl: 0.949660 loss_bbox: 0.427748 loss_dfl: 0.420891 loss: 1.787873 eta: 6:57:03 batch_cost: 0.8305 data_cost: 0.0004 ips: 57.7976 images/s [03/14 01:37:18] ppdet.engine INFO: Epoch: [250] [200/610] learning_rate: 0.015923 loss_vfl: 0.889887 loss_bbox: 0.422096 loss_dfl: 0.407001 loss: 1.746008 eta: 6:56:46 batch_cost: 0.8094 data_cost: 0.0003 ips: 59.3038 images/s [03/14 01:37:36] ppdet.engine INFO: Epoch: [250] [220/610] learning_rate: 0.015902 loss_vfl: 0.891739 loss_bbox: 0.401122 loss_dfl: 0.404036 loss: 1.699561 eta: 6:56:29 batch_cost: 0.7741 data_cost: 0.0003 ips: 62.0113 images/s [03/14 01:37:54] ppdet.engine INFO: Epoch: [250] [240/610] learning_rate: 0.015881 loss_vfl: 0.914061 loss_bbox: 0.431676 loss_dfl: 0.419672 loss: 1.746828 eta: 6:56:13 batch_cost: 0.8263 data_cost: 0.0003 ips: 58.0900 images/s [03/14 01:38:13] ppdet.engine INFO: Epoch: [250] [260/610] learning_rate: 0.015861 loss_vfl: 0.917143 loss_bbox: 0.399270 loss_dfl: 0.413746 loss: 1.741328 eta: 6:55:56 batch_cost: 0.8324 data_cost: 0.0004 ips: 57.6645 images/s [03/14 01:38:31] ppdet.engine INFO: Epoch: [250] [280/610] learning_rate: 0.015840 loss_vfl: 0.886129 loss_bbox: 0.393624 loss_dfl: 0.398670 loss: 1.709508 eta: 6:55:40 batch_cost: 0.8269 data_cost: 0.0008 ips: 58.0466 images/s [03/14 01:38:49] ppdet.engine INFO: Epoch: [250] [300/610] learning_rate: 0.015820 loss_vfl: 0.895963 loss_bbox: 0.416202 loss_dfl: 0.399912 loss: 1.704574 eta: 6:55:23 batch_cost: 0.8203 data_cost: 0.0003 ips: 58.5173 images/s [03/14 01:39:07] ppdet.engine INFO: Epoch: [250] [320/610] learning_rate: 0.015800 loss_vfl: 0.832026 loss_bbox: 0.376989 loss_dfl: 0.376992 loss: 1.589944 eta: 6:55:07 batch_cost: 0.8055 data_cost: 0.0003 ips: 59.5904 images/s [03/14 01:39:25] ppdet.engine INFO: Epoch: [250] [340/610] learning_rate: 0.015779 loss_vfl: 0.930556 loss_bbox: 0.411587 loss_dfl: 0.414186 loss: 1.767666 eta: 6:54:50 batch_cost: 0.7878 data_cost: 0.0003 ips: 60.9270 images/s [03/14 01:39:44] ppdet.engine INFO: Epoch: [250] [360/610] learning_rate: 0.015759 loss_vfl: 0.903233 loss_bbox: 0.402481 loss_dfl: 0.392618 loss: 1.675895 eta: 6:54:33 batch_cost: 0.8222 data_cost: 0.0003 ips: 58.3768 images/s [03/14 01:40:02] ppdet.engine INFO: Epoch: [250] [380/610] learning_rate: 0.015738 loss_vfl: 0.956296 loss_bbox: 0.432492 loss_dfl: 0.425810 loss: 1.818401 eta: 6:54:17 batch_cost: 0.8073 data_cost: 0.0003 ips: 59.4604 images/s [03/14 01:40:19] ppdet.engine INFO: Epoch: [250] [400/610] learning_rate: 0.015718 loss_vfl: 0.919815 loss_bbox: 0.400454 loss_dfl: 0.403884 loss: 1.703779 eta: 6:54:00 batch_cost: 0.7898 data_cost: 0.0026 ips: 60.7734 images/s [03/14 01:40:37] ppdet.engine INFO: Epoch: [250] [420/610] learning_rate: 0.015697 loss_vfl: 0.902917 loss_bbox: 0.394033 loss_dfl: 0.400445 loss: 1.718615 eta: 6:53:44 batch_cost: 0.7771 data_cost: 0.0010 ips: 61.7689 images/s [03/14 01:40:56] ppdet.engine INFO: Epoch: [250] [440/610] learning_rate: 0.015677 loss_vfl: 0.865888 loss_bbox: 0.391797 loss_dfl: 0.379122 loss: 1.605019 eta: 6:53:27 batch_cost: 0.7988 data_cost: 0.0003 ips: 60.0906 images/s [03/14 01:41:13] ppdet.engine INFO: Epoch: [250] [460/610] learning_rate: 0.015657 loss_vfl: 0.875841 loss_bbox: 0.410680 loss_dfl: 0.408602 loss: 1.715879 eta: 6:53:10 batch_cost: 0.7577 data_cost: 0.0003 ips: 63.3529 images/s [03/14 01:41:32] ppdet.engine INFO: Epoch: [250] [480/610] learning_rate: 0.015636 loss_vfl: 0.892128 loss_bbox: 0.398910 loss_dfl: 0.391944 loss: 1.690986 eta: 6:52:54 batch_cost: 0.8309 data_cost: 0.0003 ips: 57.7682 images/s [03/14 01:41:50] ppdet.engine INFO: Epoch: [250] [500/610] learning_rate: 0.015616 loss_vfl: 0.933420 loss_bbox: 0.412609 loss_dfl: 0.406360 loss: 1.737757 eta: 6:52:37 batch_cost: 0.8228 data_cost: 0.0003 ips: 58.3383 images/s [03/14 01:42:08] ppdet.engine INFO: Epoch: [250] [520/610] learning_rate: 0.015595 loss_vfl: 0.894998 loss_bbox: 0.388092 loss_dfl: 0.401986 loss: 1.699499 eta: 6:52:21 batch_cost: 0.7987 data_cost: 0.0003 ips: 60.0948 images/s [03/14 01:42:27] ppdet.engine INFO: Epoch: [250] [540/610] learning_rate: 0.015575 loss_vfl: 0.925656 loss_bbox: 0.419437 loss_dfl: 0.418291 loss: 1.761546 eta: 6:52:04 batch_cost: 0.8357 data_cost: 0.0003 ips: 57.4375 images/s [03/14 01:42:45] ppdet.engine INFO: Epoch: [250] [560/610] learning_rate: 0.015555 loss_vfl: 0.965504 loss_bbox: 0.439654 loss_dfl: 0.421039 loss: 1.820528 eta: 6:51:47 batch_cost: 0.7913 data_cost: 0.0010 ips: 60.6581 images/s [03/14 01:43:03] ppdet.engine INFO: Epoch: [250] [580/610] learning_rate: 0.015534 loss_vfl: 0.960257 loss_bbox: 0.426033 loss_dfl: 0.417853 loss: 1.812127 eta: 6:51:31 batch_cost: 0.7746 data_cost: 0.0004 ips: 61.9652 images/s [03/14 01:43:21] ppdet.engine INFO: Epoch: [250] [600/610] learning_rate: 0.015514 loss_vfl: 0.872331 loss_bbox: 0.381064 loss_dfl: 0.366459 loss: 1.610608 eta: 6:51:14 batch_cost: 0.7881 data_cost: 0.0015 ips: 60.9028 images/s [03/14 01:43:36] ppdet.engine INFO: Epoch: [251] [ 0/610] learning_rate: 0.015504 loss_vfl: 0.907069 loss_bbox: 0.395630 loss_dfl: 0.401804 loss: 1.655237 eta: 6:51:07 batch_cost: 1.0381 data_cost: 0.3073 ips: 46.2391 images/s [03/14 01:43:56] ppdet.engine INFO: Epoch: [251] [ 20/610] learning_rate: 0.015484 loss_vfl: 0.917510 loss_bbox: 0.404892 loss_dfl: 0.406431 loss: 1.753059 eta: 6:50:50 batch_cost: 0.8805 data_cost: 0.0003 ips: 54.5161 images/s [03/14 01:44:15] ppdet.engine INFO: Epoch: [251] [ 40/610] learning_rate: 0.015463 loss_vfl: 0.876079 loss_bbox: 0.389211 loss_dfl: 0.385870 loss: 1.641299 eta: 6:50:34 batch_cost: 0.8542 data_cost: 0.0003 ips: 56.1925 images/s [03/14 01:44:33] ppdet.engine INFO: Epoch: [251] 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0.396233 loss: 1.691526 eta: 6:49:11 batch_cost: 0.8002 data_cost: 0.0003 ips: 59.9850 images/s [03/14 01:46:03] ppdet.engine INFO: Epoch: [251] [160/610] learning_rate: 0.015342 loss_vfl: 0.915556 loss_bbox: 0.419976 loss_dfl: 0.421199 loss: 1.772426 eta: 6:48:54 batch_cost: 0.8094 data_cost: 0.0003 ips: 59.3001 images/s [03/14 01:46:21] ppdet.engine INFO: Epoch: [251] [180/610] learning_rate: 0.015322 loss_vfl: 0.927494 loss_bbox: 0.409231 loss_dfl: 0.394187 loss: 1.709332 eta: 6:48:38 batch_cost: 0.8003 data_cost: 0.0009 ips: 59.9753 images/s [03/14 01:46:39] ppdet.engine INFO: Epoch: [251] [200/610] learning_rate: 0.015302 loss_vfl: 0.851581 loss_bbox: 0.380208 loss_dfl: 0.391668 loss: 1.630850 eta: 6:48:21 batch_cost: 0.7902 data_cost: 0.0008 ips: 60.7448 images/s [03/14 01:46:56] ppdet.engine INFO: Epoch: [251] [220/610] learning_rate: 0.015282 loss_vfl: 0.852941 loss_bbox: 0.398834 loss_dfl: 0.377356 loss: 1.605184 eta: 6:48:04 batch_cost: 0.7493 data_cost: 0.0006 ips: 64.0578 images/s [03/14 01:47:15] ppdet.engine INFO: Epoch: [251] [240/610] learning_rate: 0.015261 loss_vfl: 0.891963 loss_bbox: 0.392338 loss_dfl: 0.398066 loss: 1.696747 eta: 6:47:48 batch_cost: 0.7965 data_cost: 0.0003 ips: 60.2643 images/s [03/14 01:47:32] ppdet.engine INFO: Epoch: [251] [260/610] learning_rate: 0.015241 loss_vfl: 0.952336 loss_bbox: 0.424182 loss_dfl: 0.420863 loss: 1.797416 eta: 6:47:31 batch_cost: 0.7407 data_cost: 0.0003 ips: 64.8038 images/s [03/14 01:47:50] ppdet.engine INFO: Epoch: [251] [280/610] learning_rate: 0.015221 loss_vfl: 0.873961 loss_bbox: 0.386251 loss_dfl: 0.386693 loss: 1.626625 eta: 6:47:14 batch_cost: 0.8200 data_cost: 0.0009 ips: 58.5368 images/s [03/14 01:48:08] ppdet.engine INFO: Epoch: [251] [300/610] learning_rate: 0.015201 loss_vfl: 0.896999 loss_bbox: 0.420441 loss_dfl: 0.410512 loss: 1.718302 eta: 6:46:58 batch_cost: 0.8184 data_cost: 0.0003 ips: 58.6499 images/s [03/14 01:48:26] ppdet.engine INFO: Epoch: [251] [320/610] learning_rate: 0.015181 loss_vfl: 0.878974 loss_bbox: 0.367899 loss_dfl: 0.384622 loss: 1.622074 eta: 6:46:41 batch_cost: 0.7697 data_cost: 0.0003 ips: 62.3580 images/s [03/14 01:48:44] ppdet.engine INFO: Epoch: [251] [340/610] learning_rate: 0.015161 loss_vfl: 0.856287 loss_bbox: 0.372402 loss_dfl: 0.369964 loss: 1.585932 eta: 6:46:25 batch_cost: 0.7987 data_cost: 0.0003 ips: 60.1003 images/s [03/14 01:49:02] ppdet.engine INFO: Epoch: [251] [360/610] learning_rate: 0.015141 loss_vfl: 0.919388 loss_bbox: 0.399227 loss_dfl: 0.410062 loss: 1.711550 eta: 6:46:08 batch_cost: 0.7728 data_cost: 0.0003 ips: 62.1123 images/s [03/14 01:49:20] ppdet.engine INFO: Epoch: [251] [380/610] learning_rate: 0.015121 loss_vfl: 0.869877 loss_bbox: 0.397291 loss_dfl: 0.391884 loss: 1.647328 eta: 6:45:51 batch_cost: 0.7711 data_cost: 0.0006 ips: 62.2468 images/s [03/14 01:49:39] ppdet.engine INFO: Epoch: [251] [400/610] learning_rate: 0.015101 loss_vfl: 0.875255 loss_bbox: 0.392384 loss_dfl: 0.403182 loss: 1.651309 eta: 6:45:35 batch_cost: 0.8366 data_cost: 0.0003 ips: 57.3761 images/s [03/14 01:49:58] ppdet.engine INFO: Epoch: [251] [420/610] learning_rate: 0.015081 loss_vfl: 0.919195 loss_bbox: 0.402566 loss_dfl: 0.406531 loss: 1.724596 eta: 6:45:18 batch_cost: 0.8415 data_cost: 0.0003 ips: 57.0412 images/s [03/14 01:50:15] ppdet.engine INFO: Epoch: [251] [440/610] learning_rate: 0.015061 loss_vfl: 0.927357 loss_bbox: 0.424569 loss_dfl: 0.400819 loss: 1.751240 eta: 6:45:02 batch_cost: 0.7584 data_cost: 0.0009 ips: 63.2899 images/s [03/14 01:50:33] ppdet.engine INFO: Epoch: [251] [460/610] learning_rate: 0.015041 loss_vfl: 0.921097 loss_bbox: 0.412991 loss_dfl: 0.408950 loss: 1.745321 eta: 6:44:45 batch_cost: 0.8218 data_cost: 0.0008 ips: 58.4100 images/s [03/14 01:50:52] ppdet.engine INFO: Epoch: [251] [480/610] learning_rate: 0.015021 loss_vfl: 0.899353 loss_bbox: 0.397251 loss_dfl: 0.399983 loss: 1.693579 eta: 6:44:29 batch_cost: 0.8313 data_cost: 0.0003 ips: 57.7380 images/s [03/14 01:51:09] ppdet.engine INFO: Epoch: [251] [500/610] learning_rate: 0.015001 loss_vfl: 0.908228 loss_bbox: 0.406342 loss_dfl: 0.403981 loss: 1.699827 eta: 6:44:12 batch_cost: 0.7909 data_cost: 0.0009 ips: 60.6879 images/s [03/14 01:51:27] ppdet.engine INFO: Epoch: [251] [520/610] learning_rate: 0.014981 loss_vfl: 0.953706 loss_bbox: 0.424374 loss_dfl: 0.420089 loss: 1.796634 eta: 6:43:55 batch_cost: 0.8028 data_cost: 0.0007 ips: 59.7919 images/s [03/14 01:51:45] ppdet.engine INFO: Epoch: [251] [540/610] learning_rate: 0.014961 loss_vfl: 0.895318 loss_bbox: 0.404949 loss_dfl: 0.415786 loss: 1.723005 eta: 6:43:39 batch_cost: 0.7847 data_cost: 0.0003 ips: 61.1696 images/s [03/14 01:52:03] ppdet.engine INFO: Epoch: [251] [560/610] learning_rate: 0.014941 loss_vfl: 0.875767 loss_bbox: 0.396982 loss_dfl: 0.396898 loss: 1.689954 eta: 6:43:22 batch_cost: 0.7776 data_cost: 0.0003 ips: 61.7275 images/s [03/14 01:52:21] ppdet.engine INFO: Epoch: [251] [580/610] learning_rate: 0.014921 loss_vfl: 0.942647 loss_bbox: 0.419281 loss_dfl: 0.408054 loss: 1.792065 eta: 6:43:05 batch_cost: 0.8270 data_cost: 0.0003 ips: 58.0434 images/s [03/14 01:52:40] ppdet.engine INFO: Epoch: [251] [600/610] learning_rate: 0.014901 loss_vfl: 0.907101 loss_bbox: 0.413418 loss_dfl: 0.396519 loss: 1.708923 eta: 6:42:49 batch_cost: 0.8389 data_cost: 0.0003 ips: 57.2149 images/s [03/14 01:52:54] ppdet.engine INFO: Epoch: [252] [ 0/610] learning_rate: 0.014891 loss_vfl: 0.893058 loss_bbox: 0.397420 loss_dfl: 0.389129 loss: 1.681803 eta: 6:42:41 batch_cost: 0.9978 data_cost: 0.1844 ips: 48.1071 images/s [03/14 01:53:15] ppdet.engine INFO: Epoch: [252] [ 20/610] learning_rate: 0.014871 loss_vfl: 0.868924 loss_bbox: 0.395747 loss_dfl: 0.391132 loss: 1.640841 eta: 6:42:25 batch_cost: 0.9307 data_cost: 0.0003 ips: 51.5733 images/s [03/14 01:53:33] ppdet.engine INFO: Epoch: [252] [ 40/610] learning_rate: 0.014851 loss_vfl: 0.864672 loss_bbox: 0.364789 loss_dfl: 0.369178 loss: 1.581905 eta: 6:42:09 batch_cost: 0.8254 data_cost: 0.0009 ips: 58.1527 images/s [03/14 01:53:51] ppdet.engine INFO: Epoch: [252] [ 60/610] learning_rate: 0.014831 loss_vfl: 0.901192 loss_bbox: 0.417101 loss_dfl: 0.412050 loss: 1.735461 eta: 6:41:52 batch_cost: 0.7853 data_cost: 0.0003 ips: 61.1252 images/s [03/14 01:54:09] ppdet.engine INFO: Epoch: [252] [ 80/610] learning_rate: 0.014811 loss_vfl: 0.925353 loss_bbox: 0.404629 loss_dfl: 0.395275 loss: 1.732168 eta: 6:41:36 batch_cost: 0.8083 data_cost: 0.0003 ips: 59.3851 images/s [03/14 01:54:28] ppdet.engine INFO: Epoch: [252] [100/610] learning_rate: 0.014792 loss_vfl: 0.922639 loss_bbox: 0.435726 loss_dfl: 0.407745 loss: 1.786200 eta: 6:41:19 batch_cost: 0.8341 data_cost: 0.0018 ips: 57.5454 images/s [03/14 01:54:46] ppdet.engine INFO: Epoch: [252] [120/610] learning_rate: 0.014772 loss_vfl: 0.918766 loss_bbox: 0.441406 loss_dfl: 0.435266 loss: 1.795265 eta: 6:41:02 batch_cost: 0.7946 data_cost: 0.0010 ips: 60.4105 images/s [03/14 01:55:03] ppdet.engine INFO: Epoch: [252] 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0.394140 loss: 1.664184 eta: 6:39:40 batch_cost: 0.7962 data_cost: 0.0003 ips: 60.2855 images/s [03/14 01:56:35] ppdet.engine INFO: Epoch: [252] [240/610] learning_rate: 0.014653 loss_vfl: 0.954767 loss_bbox: 0.418401 loss_dfl: 0.404280 loss: 1.791693 eta: 6:39:23 batch_cost: 0.8152 data_cost: 0.0003 ips: 58.8780 images/s [03/14 01:56:54] ppdet.engine INFO: Epoch: [252] [260/610] learning_rate: 0.014633 loss_vfl: 0.874466 loss_bbox: 0.389812 loss_dfl: 0.385675 loss: 1.648601 eta: 6:39:07 batch_cost: 0.8110 data_cost: 0.0003 ips: 59.1826 images/s [03/14 01:57:12] ppdet.engine INFO: Epoch: [252] [280/610] learning_rate: 0.014613 loss_vfl: 0.900881 loss_bbox: 0.420869 loss_dfl: 0.412784 loss: 1.728358 eta: 6:38:50 batch_cost: 0.8101 data_cost: 0.0008 ips: 59.2528 images/s [03/14 01:57:30] ppdet.engine INFO: Epoch: [252] [300/610] learning_rate: 0.014594 loss_vfl: 0.893202 loss_bbox: 0.416483 loss_dfl: 0.398443 loss: 1.702486 eta: 6:38:33 batch_cost: 0.7845 data_cost: 0.0003 ips: 61.1893 images/s [03/14 01:57:49] ppdet.engine INFO: Epoch: [252] [320/610] learning_rate: 0.014574 loss_vfl: 0.950939 loss_bbox: 0.428702 loss_dfl: 0.421232 loss: 1.807069 eta: 6:38:17 batch_cost: 0.8125 data_cost: 0.0003 ips: 59.0736 images/s [03/14 01:58:06] ppdet.engine INFO: Epoch: [252] [340/610] learning_rate: 0.014554 loss_vfl: 0.882251 loss_bbox: 0.403918 loss_dfl: 0.393380 loss: 1.669117 eta: 6:38:00 batch_cost: 0.7577 data_cost: 0.0016 ips: 63.3458 images/s [03/14 01:58:24] ppdet.engine INFO: Epoch: [252] [360/610] learning_rate: 0.014535 loss_vfl: 0.924768 loss_bbox: 0.422828 loss_dfl: 0.409372 loss: 1.742267 eta: 6:37:43 batch_cost: 0.7622 data_cost: 0.0010 ips: 62.9755 images/s [03/14 01:58:43] ppdet.engine INFO: Epoch: [252] [380/610] learning_rate: 0.014515 loss_vfl: 0.864442 loss_bbox: 0.398923 loss_dfl: 0.400462 loss: 1.682086 eta: 6:37:27 batch_cost: 0.8327 data_cost: 0.0004 ips: 57.6413 images/s [03/14 01:59:00] ppdet.engine INFO: Epoch: [252] [400/610] learning_rate: 0.014495 loss_vfl: 0.934476 loss_bbox: 0.408888 loss_dfl: 0.422760 loss: 1.753362 eta: 6:37:10 batch_cost: 0.7716 data_cost: 0.0003 ips: 62.2084 images/s [03/14 01:59:18] ppdet.engine INFO: Epoch: [252] [420/610] learning_rate: 0.014476 loss_vfl: 0.918531 loss_bbox: 0.419919 loss_dfl: 0.413949 loss: 1.771338 eta: 6:36:54 batch_cost: 0.8039 data_cost: 0.0003 ips: 59.7099 images/s [03/14 01:59:36] ppdet.engine INFO: Epoch: [252] [440/610] learning_rate: 0.014456 loss_vfl: 0.901932 loss_bbox: 0.402584 loss_dfl: 0.397896 loss: 1.700146 eta: 6:36:37 batch_cost: 0.7825 data_cost: 0.0032 ips: 61.3457 images/s [03/14 01:59:54] ppdet.engine INFO: Epoch: [252] [460/610] learning_rate: 0.014436 loss_vfl: 0.860978 loss_bbox: 0.390070 loss_dfl: 0.393350 loss: 1.646721 eta: 6:36:20 batch_cost: 0.8229 data_cost: 0.0003 ips: 58.3272 images/s [03/14 02:00:13] ppdet.engine INFO: Epoch: [252] [480/610] learning_rate: 0.014417 loss_vfl: 0.871492 loss_bbox: 0.398014 loss_dfl: 0.393962 loss: 1.652704 eta: 6:36:04 batch_cost: 0.7953 data_cost: 0.0009 ips: 60.3560 images/s [03/14 02:00:31] ppdet.engine INFO: Epoch: [252] [500/610] learning_rate: 0.014397 loss_vfl: 0.876292 loss_bbox: 0.392131 loss_dfl: 0.394560 loss: 1.647403 eta: 6:35:47 batch_cost: 0.8491 data_cost: 0.0004 ips: 56.5300 images/s [03/14 02:00:49] ppdet.engine INFO: Epoch: [252] [520/610] learning_rate: 0.014377 loss_vfl: 0.910389 loss_bbox: 0.418617 loss_dfl: 0.409287 loss: 1.736026 eta: 6:35:31 batch_cost: 0.8151 data_cost: 0.0003 ips: 58.8885 images/s [03/14 02:01:07] ppdet.engine INFO: Epoch: [252] [540/610] learning_rate: 0.014358 loss_vfl: 0.875516 loss_bbox: 0.390536 loss_dfl: 0.389694 loss: 1.648392 eta: 6:35:14 batch_cost: 0.7880 data_cost: 0.0003 ips: 60.9172 images/s [03/14 02:01:26] ppdet.engine INFO: Epoch: [252] [560/610] learning_rate: 0.014338 loss_vfl: 0.931098 loss_bbox: 0.411040 loss_dfl: 0.405783 loss: 1.752469 eta: 6:34:58 batch_cost: 0.8359 data_cost: 0.0003 ips: 57.4235 images/s [03/14 02:01:44] ppdet.engine INFO: Epoch: [252] [580/610] learning_rate: 0.014319 loss_vfl: 0.900651 loss_bbox: 0.406295 loss_dfl: 0.407380 loss: 1.710248 eta: 6:34:41 batch_cost: 0.8135 data_cost: 0.0015 ips: 59.0072 images/s [03/14 02:02:02] ppdet.engine INFO: Epoch: [252] [600/610] learning_rate: 0.014299 loss_vfl: 0.909711 loss_bbox: 0.409743 loss_dfl: 0.410656 loss: 1.737590 eta: 6:34:25 batch_cost: 0.8020 data_cost: 0.0016 ips: 59.8535 images/s [03/14 02:02:17] ppdet.engine INFO: Epoch: [253] [ 0/610] learning_rate: 0.014289 loss_vfl: 0.860754 loss_bbox: 0.384671 loss_dfl: 0.399331 loss: 1.654217 eta: 6:34:17 batch_cost: 1.0437 data_cost: 0.2861 ips: 45.9917 images/s [03/14 02:02:37] ppdet.engine INFO: Epoch: [253] [ 20/610] learning_rate: 0.014270 loss_vfl: 0.962211 loss_bbox: 0.424612 loss_dfl: 0.425975 loss: 1.785816 eta: 6:34:01 batch_cost: 0.8549 data_cost: 0.0002 ips: 56.1464 images/s [03/14 02:02:55] ppdet.engine INFO: Epoch: [253] [ 40/610] learning_rate: 0.014250 loss_vfl: 0.957974 loss_bbox: 0.434510 loss_dfl: 0.419311 loss: 1.840185 eta: 6:33:44 batch_cost: 0.8088 data_cost: 0.0003 ips: 59.3483 images/s [03/14 02:03:13] ppdet.engine INFO: Epoch: [253] [ 60/610] learning_rate: 0.014231 loss_vfl: 0.850847 loss_bbox: 0.401973 loss_dfl: 0.375517 loss: 1.614794 eta: 6:33:28 batch_cost: 0.8056 data_cost: 0.0002 ips: 59.5847 images/s [03/14 02:03:31] ppdet.engine INFO: Epoch: [253] [ 80/610] learning_rate: 0.014211 loss_vfl: 0.827271 loss_bbox: 0.347515 loss_dfl: 0.364578 loss: 1.532682 eta: 6:33:11 batch_cost: 0.8008 data_cost: 0.0003 ips: 59.9397 images/s [03/14 02:03:50] ppdet.engine INFO: Epoch: [253] [100/610] learning_rate: 0.014192 loss_vfl: 0.891504 loss_bbox: 0.386913 loss_dfl: 0.384720 loss: 1.653065 eta: 6:32:54 batch_cost: 0.7916 data_cost: 0.0011 ips: 60.6376 images/s [03/14 02:04:09] ppdet.engine INFO: Epoch: [253] [120/610] learning_rate: 0.014172 loss_vfl: 0.843508 loss_bbox: 0.373343 loss_dfl: 0.377244 loss: 1.604292 eta: 6:32:38 batch_cost: 0.8529 data_cost: 0.0007 ips: 56.2812 images/s [03/14 02:04:27] ppdet.engine INFO: Epoch: [253] [140/610] learning_rate: 0.014153 loss_vfl: 0.952671 loss_bbox: 0.421738 loss_dfl: 0.419419 loss: 1.812904 eta: 6:32:22 batch_cost: 0.8253 data_cost: 0.0005 ips: 58.1590 images/s [03/14 02:04:45] ppdet.engine INFO: Epoch: [253] [160/610] learning_rate: 0.014134 loss_vfl: 0.906302 loss_bbox: 0.398195 loss_dfl: 0.387861 loss: 1.699257 eta: 6:32:05 batch_cost: 0.8091 data_cost: 0.0010 ips: 59.3235 images/s [03/14 02:05:04] ppdet.engine INFO: Epoch: [253] [180/610] learning_rate: 0.014114 loss_vfl: 0.974330 loss_bbox: 0.419896 loss_dfl: 0.414786 loss: 1.811246 eta: 6:31:49 batch_cost: 0.8318 data_cost: 0.0004 ips: 57.7073 images/s [03/14 02:05:23] ppdet.engine INFO: Epoch: [253] [200/610] learning_rate: 0.014095 loss_vfl: 0.883788 loss_bbox: 0.392588 loss_dfl: 0.396202 loss: 1.659617 eta: 6:31:32 batch_cost: 0.8212 data_cost: 0.0005 ips: 58.4532 images/s [03/14 02:05:40] ppdet.engine INFO: Epoch: [253] [220/610] learning_rate: 0.014075 loss_vfl: 0.910720 loss_bbox: 0.429794 loss_dfl: 0.415004 loss: 1.753282 eta: 6:31:15 batch_cost: 0.7834 data_cost: 0.0028 ips: 61.2733 images/s [03/14 02:05:58] ppdet.engine INFO: Epoch: [253] [240/610] learning_rate: 0.014056 loss_vfl: 0.939729 loss_bbox: 0.429546 loss_dfl: 0.423242 loss: 1.786017 eta: 6:30:59 batch_cost: 0.7774 data_cost: 0.0004 ips: 61.7465 images/s [03/14 02:06:16] ppdet.engine INFO: Epoch: [253] [260/610] learning_rate: 0.014037 loss_vfl: 0.930926 loss_bbox: 0.418296 loss_dfl: 0.401963 loss: 1.752157 eta: 6:30:42 batch_cost: 0.7657 data_cost: 0.0014 ips: 62.6886 images/s [03/14 02:06:33] ppdet.engine INFO: Epoch: [253] [280/610] learning_rate: 0.014017 loss_vfl: 0.898691 loss_bbox: 0.414266 loss_dfl: 0.403981 loss: 1.709008 eta: 6:30:25 batch_cost: 0.7930 data_cost: 0.0003 ips: 60.5287 images/s [03/14 02:06:52] ppdet.engine INFO: Epoch: [253] [300/610] learning_rate: 0.013998 loss_vfl: 0.943596 loss_bbox: 0.431170 loss_dfl: 0.423097 loss: 1.781003 eta: 6:30:09 batch_cost: 0.8340 data_cost: 0.0010 ips: 57.5562 images/s [03/14 02:07:11] ppdet.engine INFO: Epoch: [253] [320/610] learning_rate: 0.013979 loss_vfl: 0.875020 loss_bbox: 0.386357 loss_dfl: 0.390280 loss: 1.668218 eta: 6:29:52 batch_cost: 0.8411 data_cost: 0.0005 ips: 57.0681 images/s [03/14 02:07:28] ppdet.engine INFO: Epoch: [253] [340/610] learning_rate: 0.013959 loss_vfl: 0.903499 loss_bbox: 0.400000 loss_dfl: 0.402216 loss: 1.711076 eta: 6:29:36 batch_cost: 0.7636 data_cost: 0.0004 ips: 62.8594 images/s [03/14 02:07:45] ppdet.engine INFO: Epoch: [253] [360/610] learning_rate: 0.013940 loss_vfl: 0.935316 loss_bbox: 0.419986 loss_dfl: 0.415884 loss: 1.774261 eta: 6:29:19 batch_cost: 0.7714 data_cost: 0.0004 ips: 62.2275 images/s [03/14 02:08:03] ppdet.engine INFO: Epoch: [253] [380/610] learning_rate: 0.013921 loss_vfl: 0.861278 loss_bbox: 0.372400 loss_dfl: 0.367690 loss: 1.626983 eta: 6:29:02 batch_cost: 0.7926 data_cost: 0.0009 ips: 60.5629 images/s [03/14 02:08:22] ppdet.engine INFO: Epoch: [253] [400/610] learning_rate: 0.013901 loss_vfl: 0.907757 loss_bbox: 0.396607 loss_dfl: 0.392975 loss: 1.695127 eta: 6:28:46 batch_cost: 0.8348 data_cost: 0.0004 ips: 57.4958 images/s [03/14 02:08:39] ppdet.engine INFO: Epoch: [253] [420/610] learning_rate: 0.013882 loss_vfl: 0.921229 loss_bbox: 0.390256 loss_dfl: 0.398235 loss: 1.702694 eta: 6:28:29 batch_cost: 0.7823 data_cost: 0.0003 ips: 61.3599 images/s [03/14 02:08:57] ppdet.engine INFO: Epoch: [253] [440/610] learning_rate: 0.013863 loss_vfl: 0.883199 loss_bbox: 0.409957 loss_dfl: 0.394148 loss: 1.695523 eta: 6:28:13 batch_cost: 0.7888 data_cost: 0.0004 ips: 60.8535 images/s [03/14 02:09:16] ppdet.engine INFO: Epoch: [253] [460/610] learning_rate: 0.013844 loss_vfl: 0.889289 loss_bbox: 0.399363 loss_dfl: 0.400463 loss: 1.713493 eta: 6:27:56 batch_cost: 0.8324 data_cost: 0.0004 ips: 57.6614 images/s [03/14 02:09:34] ppdet.engine INFO: Epoch: [253] [480/610] learning_rate: 0.013824 loss_vfl: 0.842290 loss_bbox: 0.381062 loss_dfl: 0.381751 loss: 1.602584 eta: 6:27:39 batch_cost: 0.7759 data_cost: 0.0018 ips: 61.8602 images/s [03/14 02:09:52] ppdet.engine INFO: Epoch: [253] [500/610] learning_rate: 0.013805 loss_vfl: 0.893679 loss_bbox: 0.399854 loss_dfl: 0.398794 loss: 1.680048 eta: 6:27:23 batch_cost: 0.8109 data_cost: 0.0004 ips: 59.1970 images/s [03/14 02:10:11] ppdet.engine INFO: Epoch: [253] [520/610] learning_rate: 0.013786 loss_vfl: 0.933971 loss_bbox: 0.418485 loss_dfl: 0.412802 loss: 1.777574 eta: 6:27:06 batch_cost: 0.8027 data_cost: 0.0013 ips: 59.7960 images/s [03/14 02:10:29] ppdet.engine INFO: Epoch: [253] [540/610] learning_rate: 0.013767 loss_vfl: 0.939585 loss_bbox: 0.429074 loss_dfl: 0.419896 loss: 1.765488 eta: 6:26:50 batch_cost: 0.8142 data_cost: 0.0003 ips: 58.9517 images/s [03/14 02:10:47] ppdet.engine INFO: Epoch: [253] [560/610] learning_rate: 0.013747 loss_vfl: 0.892032 loss_bbox: 0.401833 loss_dfl: 0.392016 loss: 1.693533 eta: 6:26:33 batch_cost: 0.8280 data_cost: 0.0003 ips: 57.9724 images/s [03/14 02:11:05] ppdet.engine INFO: Epoch: [253] [580/610] learning_rate: 0.013728 loss_vfl: 0.932190 loss_bbox: 0.423727 loss_dfl: 0.413249 loss: 1.784745 eta: 6:26:17 batch_cost: 0.7754 data_cost: 0.0011 ips: 61.9056 images/s [03/14 02:11:23] ppdet.engine INFO: Epoch: [253] [600/610] learning_rate: 0.013709 loss_vfl: 0.871143 loss_bbox: 0.389871 loss_dfl: 0.385640 loss: 1.641761 eta: 6:26:00 batch_cost: 0.7916 data_cost: 0.0004 ips: 60.6397 images/s [03/14 02:11:38] ppdet.engine INFO: Epoch: [254] [ 0/610] learning_rate: 0.013700 loss_vfl: 0.885662 loss_bbox: 0.397115 loss_dfl: 0.392879 loss: 1.673664 eta: 6:25:53 batch_cost: 1.0286 data_cost: 0.3178 ips: 46.6669 images/s [03/14 02:11:58] ppdet.engine INFO: Epoch: [254] [ 20/610] learning_rate: 0.013680 loss_vfl: 0.876196 loss_bbox: 0.392984 loss_dfl: 0.386747 loss: 1.649859 eta: 6:25:36 batch_cost: 0.8881 data_cost: 0.0004 ips: 54.0453 images/s [03/14 02:12:16] ppdet.engine INFO: Epoch: [254] [ 40/610] learning_rate: 0.013661 loss_vfl: 0.899633 loss_bbox: 0.385983 loss_dfl: 0.396610 loss: 1.675070 eta: 6:25:20 batch_cost: 0.7714 data_cost: 0.0004 ips: 62.2222 images/s [03/14 02:12:34] ppdet.engine INFO: Epoch: [254] [ 60/610] learning_rate: 0.013642 loss_vfl: 0.879743 loss_bbox: 0.410152 loss_dfl: 0.397439 loss: 1.679318 eta: 6:25:03 batch_cost: 0.8004 data_cost: 0.0003 ips: 59.9716 images/s [03/14 02:12:53] ppdet.engine INFO: Epoch: [254] [ 80/610] learning_rate: 0.013623 loss_vfl: 0.920006 loss_bbox: 0.396425 loss_dfl: 0.400908 loss: 1.735865 eta: 6:24:46 batch_cost: 0.8065 data_cost: 0.0003 ips: 59.5137 images/s [03/14 02:13:12] ppdet.engine INFO: Epoch: [254] [100/610] learning_rate: 0.013604 loss_vfl: 0.862043 loss_bbox: 0.428587 loss_dfl: 0.418811 loss: 1.733272 eta: 6:24:30 batch_cost: 0.8349 data_cost: 0.0004 ips: 57.4949 images/s [03/14 02:13:30] ppdet.engine INFO: Epoch: [254] [120/610] learning_rate: 0.013585 loss_vfl: 0.905920 loss_bbox: 0.407238 loss_dfl: 0.404642 loss: 1.723474 eta: 6:24:14 batch_cost: 0.8313 data_cost: 0.0004 ips: 57.7440 images/s [03/14 02:13:49] ppdet.engine INFO: Epoch: [254] [140/610] learning_rate: 0.013566 loss_vfl: 0.884430 loss_bbox: 0.395851 loss_dfl: 0.388948 loss: 1.651683 eta: 6:23:57 batch_cost: 0.8729 data_cost: 0.0003 ips: 54.9897 images/s [03/14 02:14:08] ppdet.engine INFO: Epoch: [254] [160/610] learning_rate: 0.013547 loss_vfl: 0.912370 loss_bbox: 0.417461 loss_dfl: 0.400377 loss: 1.734017 eta: 6:23:41 batch_cost: 0.8313 data_cost: 0.0003 ips: 57.7386 images/s [03/14 02:14:26] ppdet.engine INFO: Epoch: [254] [180/610] learning_rate: 0.013528 loss_vfl: 0.891980 loss_bbox: 0.384993 loss_dfl: 0.389850 loss: 1.676283 eta: 6:23:24 batch_cost: 0.8242 data_cost: 0.0003 ips: 58.2393 images/s [03/14 02:14:44] ppdet.engine INFO: Epoch: [254] [200/610] learning_rate: 0.013509 loss_vfl: 0.858618 loss_bbox: 0.398843 loss_dfl: 0.387587 loss: 1.631789 eta: 6:23:08 batch_cost: 0.8205 data_cost: 0.0003 ips: 58.4999 images/s [03/14 02:15:02] ppdet.engine INFO: Epoch: [254] [220/610] learning_rate: 0.013490 loss_vfl: 0.938681 loss_bbox: 0.408714 loss_dfl: 0.408531 loss: 1.711493 eta: 6:22:51 batch_cost: 0.8000 data_cost: 0.0010 ips: 59.9988 images/s [03/14 02:15:20] ppdet.engine INFO: Epoch: [254] [240/610] learning_rate: 0.013471 loss_vfl: 0.896932 loss_bbox: 0.394181 loss_dfl: 0.399467 loss: 1.676738 eta: 6:22:34 batch_cost: 0.7907 data_cost: 0.0004 ips: 60.7027 images/s [03/14 02:15:38] ppdet.engine INFO: Epoch: [254] [260/610] learning_rate: 0.013452 loss_vfl: 0.909117 loss_bbox: 0.403922 loss_dfl: 0.391819 loss: 1.694764 eta: 6:22:18 batch_cost: 0.8289 data_cost: 0.0003 ips: 57.9094 images/s [03/14 02:15:56] ppdet.engine INFO: Epoch: [254] [280/610] learning_rate: 0.013433 loss_vfl: 0.919975 loss_bbox: 0.400964 loss_dfl: 0.404678 loss: 1.717286 eta: 6:22:02 batch_cost: 0.8307 data_cost: 0.0006 ips: 57.7797 images/s [03/14 02:16:14] ppdet.engine INFO: Epoch: [254] 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0.378977 loss: 1.586366 eta: 6:20:38 batch_cost: 0.8055 data_cost: 0.0003 ips: 59.5928 images/s [03/14 02:17:43] ppdet.engine INFO: Epoch: [254] [400/610] learning_rate: 0.013319 loss_vfl: 0.945673 loss_bbox: 0.428145 loss_dfl: 0.438226 loss: 1.819956 eta: 6:20:22 batch_cost: 0.7881 data_cost: 0.0003 ips: 60.9042 images/s [03/14 02:18:02] ppdet.engine INFO: Epoch: [254] [420/610] learning_rate: 0.013300 loss_vfl: 0.927280 loss_bbox: 0.389137 loss_dfl: 0.395266 loss: 1.714178 eta: 6:20:05 batch_cost: 0.8072 data_cost: 0.0003 ips: 59.4641 images/s [03/14 02:18:19] ppdet.engine INFO: Epoch: [254] [440/610] learning_rate: 0.013281 loss_vfl: 0.923004 loss_bbox: 0.435076 loss_dfl: 0.419906 loss: 1.798186 eta: 6:19:48 batch_cost: 0.7682 data_cost: 0.0003 ips: 62.4835 images/s [03/14 02:18:37] ppdet.engine INFO: Epoch: [254] [460/610] learning_rate: 0.013262 loss_vfl: 0.920909 loss_bbox: 0.405564 loss_dfl: 0.417399 loss: 1.737244 eta: 6:19:32 batch_cost: 0.7511 data_cost: 0.0003 ips: 63.9022 images/s [03/14 02:18:56] ppdet.engine INFO: Epoch: [254] [480/610] learning_rate: 0.013244 loss_vfl: 0.918096 loss_bbox: 0.427761 loss_dfl: 0.412250 loss: 1.756609 eta: 6:19:15 batch_cost: 0.8247 data_cost: 0.0030 ips: 58.2006 images/s [03/14 02:19:14] ppdet.engine INFO: Epoch: [254] [500/610] learning_rate: 0.013225 loss_vfl: 0.853608 loss_bbox: 0.369105 loss_dfl: 0.364082 loss: 1.572713 eta: 6:18:59 batch_cost: 0.8282 data_cost: 0.0010 ips: 57.9553 images/s [03/14 02:19:31] ppdet.engine INFO: Epoch: [254] [520/610] learning_rate: 0.013206 loss_vfl: 0.836197 loss_bbox: 0.367728 loss_dfl: 0.386993 loss: 1.608039 eta: 6:18:42 batch_cost: 0.7649 data_cost: 0.0003 ips: 62.7542 images/s [03/14 02:19:50] ppdet.engine INFO: Epoch: [254] [540/610] learning_rate: 0.013187 loss_vfl: 0.927214 loss_bbox: 0.437250 loss_dfl: 0.422044 loss: 1.789459 eta: 6:18:25 batch_cost: 0.8380 data_cost: 0.0003 ips: 57.2790 images/s [03/14 02:20:07] ppdet.engine INFO: Epoch: [254] [560/610] learning_rate: 0.013168 loss_vfl: 0.867703 loss_bbox: 0.398302 loss_dfl: 0.400570 loss: 1.686540 eta: 6:18:09 batch_cost: 0.7785 data_cost: 0.0009 ips: 61.6570 images/s [03/14 02:20:25] ppdet.engine INFO: Epoch: [254] [580/610] learning_rate: 0.013150 loss_vfl: 0.892284 loss_bbox: 0.393722 loss_dfl: 0.396606 loss: 1.678715 eta: 6:17:52 batch_cost: 0.7794 data_cost: 0.0010 ips: 61.5863 images/s [03/14 02:20:43] ppdet.engine INFO: Epoch: [254] [600/610] learning_rate: 0.013131 loss_vfl: 0.874583 loss_bbox: 0.418859 loss_dfl: 0.406591 loss: 1.687556 eta: 6:17:36 batch_cost: 0.8223 data_cost: 0.0003 ips: 58.3749 images/s [03/14 02:20:56] ppdet.engine INFO: Epoch: [255] [ 0/610] learning_rate: 0.013121 loss_vfl: 0.865694 loss_bbox: 0.394944 loss_dfl: 0.396792 loss: 1.677031 eta: 6:17:28 batch_cost: 0.9459 data_cost: 0.1539 ips: 50.7477 images/s [03/14 02:21:18] ppdet.engine INFO: Epoch: [255] [ 20/610] learning_rate: 0.013103 loss_vfl: 0.872980 loss_bbox: 0.383274 loss_dfl: 0.388731 loss: 1.642265 eta: 6:17:12 batch_cost: 0.9578 data_cost: 0.0003 ips: 50.1147 images/s [03/14 02:21:36] ppdet.engine INFO: Epoch: [255] [ 40/610] learning_rate: 0.013084 loss_vfl: 0.933969 loss_bbox: 0.413236 loss_dfl: 0.412993 loss: 1.747672 eta: 6:16:55 batch_cost: 0.8364 data_cost: 0.0003 ips: 57.3899 images/s [03/14 02:21:54] ppdet.engine INFO: Epoch: [255] [ 60/610] learning_rate: 0.013065 loss_vfl: 0.888951 loss_bbox: 0.395441 loss_dfl: 0.401755 loss: 1.707795 eta: 6:16:39 batch_cost: 0.7647 data_cost: 0.0003 ips: 62.7667 images/s [03/14 02:22:13] ppdet.engine INFO: Epoch: [255] [ 80/610] learning_rate: 0.013046 loss_vfl: 0.863705 loss_bbox: 0.381943 loss_dfl: 0.383902 loss: 1.626943 eta: 6:16:22 batch_cost: 0.8620 data_cost: 0.0003 ips: 55.6857 images/s [03/14 02:22:30] ppdet.engine INFO: Epoch: [255] [100/610] learning_rate: 0.013028 loss_vfl: 0.906299 loss_bbox: 0.411377 loss_dfl: 0.408553 loss: 1.728717 eta: 6:16:06 batch_cost: 0.7712 data_cost: 0.0007 ips: 62.2402 images/s [03/14 02:22:49] ppdet.engine INFO: Epoch: [255] [120/610] learning_rate: 0.013009 loss_vfl: 0.876622 loss_bbox: 0.376824 loss_dfl: 0.389621 loss: 1.620844 eta: 6:15:49 batch_cost: 0.8659 data_cost: 0.0010 ips: 55.4363 images/s [03/14 02:23:07] ppdet.engine INFO: Epoch: [255] [140/610] learning_rate: 0.012990 loss_vfl: 0.926739 loss_bbox: 0.425713 loss_dfl: 0.416781 loss: 1.778624 eta: 6:15:33 batch_cost: 0.7867 data_cost: 0.0003 ips: 61.0156 images/s [03/14 02:23:25] ppdet.engine INFO: Epoch: [255] [160/610] learning_rate: 0.012972 loss_vfl: 0.847006 loss_bbox: 0.400236 loss_dfl: 0.380505 loss: 1.612366 eta: 6:15:16 batch_cost: 0.7782 data_cost: 0.0009 ips: 61.6831 images/s [03/14 02:23:44] ppdet.engine INFO: Epoch: [255] [180/610] learning_rate: 0.012953 loss_vfl: 0.893759 loss_bbox: 0.406173 loss_dfl: 0.398351 loss: 1.689650 eta: 6:14:59 batch_cost: 0.8078 data_cost: 0.0003 ips: 59.4224 images/s [03/14 02:24:02] ppdet.engine INFO: Epoch: [255] [200/610] learning_rate: 0.012934 loss_vfl: 0.920877 loss_bbox: 0.407228 loss_dfl: 0.398799 loss: 1.722374 eta: 6:14:43 batch_cost: 0.8612 data_cost: 0.0003 ips: 55.7359 images/s [03/14 02:24:21] ppdet.engine INFO: Epoch: [255] [220/610] learning_rate: 0.012916 loss_vfl: 0.897176 loss_bbox: 0.405524 loss_dfl: 0.410850 loss: 1.715492 eta: 6:14:26 batch_cost: 0.8167 data_cost: 0.0003 ips: 58.7721 images/s [03/14 02:24:39] ppdet.engine INFO: Epoch: [255] [240/610] learning_rate: 0.012897 loss_vfl: 0.873068 loss_bbox: 0.384446 loss_dfl: 0.386712 loss: 1.666926 eta: 6:14:10 batch_cost: 0.8069 data_cost: 0.0008 ips: 59.4837 images/s [03/14 02:24:58] ppdet.engine INFO: Epoch: [255] [260/610] learning_rate: 0.012879 loss_vfl: 0.921712 loss_bbox: 0.420822 loss_dfl: 0.407865 loss: 1.700651 eta: 6:13:53 batch_cost: 0.8514 data_cost: 0.0010 ips: 56.3780 images/s [03/14 02:25:17] ppdet.engine INFO: Epoch: [255] [280/610] learning_rate: 0.012860 loss_vfl: 0.923085 loss_bbox: 0.412633 loss_dfl: 0.404081 loss: 1.731189 eta: 6:13:37 batch_cost: 0.8023 data_cost: 0.0004 ips: 59.8282 images/s [03/14 02:25:34] ppdet.engine INFO: Epoch: [255] [300/610] learning_rate: 0.012841 loss_vfl: 0.843164 loss_bbox: 0.379592 loss_dfl: 0.382555 loss: 1.607124 eta: 6:13:20 batch_cost: 0.7789 data_cost: 0.0010 ips: 61.6222 images/s [03/14 02:25:52] ppdet.engine INFO: Epoch: [255] [320/610] learning_rate: 0.012823 loss_vfl: 0.861266 loss_bbox: 0.384504 loss_dfl: 0.377182 loss: 1.607775 eta: 6:13:04 batch_cost: 0.7864 data_cost: 0.0003 ips: 61.0370 images/s [03/14 02:26:11] ppdet.engine INFO: Epoch: [255] [340/610] learning_rate: 0.012804 loss_vfl: 0.910976 loss_bbox: 0.421307 loss_dfl: 0.424308 loss: 1.765501 eta: 6:12:47 batch_cost: 0.8508 data_cost: 0.0003 ips: 56.4147 images/s [03/14 02:26:28] ppdet.engine INFO: Epoch: [255] [360/610] learning_rate: 0.012786 loss_vfl: 0.862243 loss_bbox: 0.403861 loss_dfl: 0.395919 loss: 1.661975 eta: 6:12:30 batch_cost: 0.7767 data_cost: 0.0003 ips: 61.8030 images/s [03/14 02:26:47] ppdet.engine INFO: Epoch: [255] [380/610] learning_rate: 0.012767 loss_vfl: 0.898792 loss_bbox: 0.390630 loss_dfl: 0.400606 loss: 1.686034 eta: 6:12:14 batch_cost: 0.8340 data_cost: 0.0003 ips: 57.5560 images/s [03/14 02:27:04] ppdet.engine INFO: Epoch: [255] [400/610] learning_rate: 0.012749 loss_vfl: 0.897506 loss_bbox: 0.410526 loss_dfl: 0.399934 loss: 1.703008 eta: 6:11:57 batch_cost: 0.7963 data_cost: 0.0003 ips: 60.2796 images/s [03/14 02:27:22] ppdet.engine INFO: Epoch: [255] [420/610] learning_rate: 0.012730 loss_vfl: 0.953116 loss_bbox: 0.432682 loss_dfl: 0.412473 loss: 1.807543 eta: 6:11:41 batch_cost: 0.7921 data_cost: 0.0003 ips: 60.5966 images/s [03/14 02:27:40] ppdet.engine INFO: Epoch: [255] [440/610] learning_rate: 0.012712 loss_vfl: 0.872661 loss_bbox: 0.394554 loss_dfl: 0.394712 loss: 1.643463 eta: 6:11:24 batch_cost: 0.7806 data_cost: 0.0009 ips: 61.4915 images/s [03/14 02:27:58] ppdet.engine INFO: Epoch: [255] [460/610] learning_rate: 0.012693 loss_vfl: 0.906686 loss_bbox: 0.416992 loss_dfl: 0.407096 loss: 1.739192 eta: 6:11:08 batch_cost: 0.8226 data_cost: 0.0004 ips: 58.3544 images/s [03/14 02:28:16] ppdet.engine INFO: Epoch: [255] [480/610] learning_rate: 0.012675 loss_vfl: 0.880202 loss_bbox: 0.387397 loss_dfl: 0.387452 loss: 1.631351 eta: 6:10:51 batch_cost: 0.8448 data_cost: 0.0011 ips: 56.8213 images/s [03/14 02:28:34] ppdet.engine INFO: Epoch: [255] [500/610] learning_rate: 0.012656 loss_vfl: 0.887340 loss_bbox: 0.401468 loss_dfl: 0.393970 loss: 1.673216 eta: 6:10:35 batch_cost: 0.8108 data_cost: 0.0009 ips: 59.1996 images/s [03/14 02:28:53] ppdet.engine INFO: Epoch: [255] [520/610] learning_rate: 0.012638 loss_vfl: 0.912965 loss_bbox: 0.397085 loss_dfl: 0.403917 loss: 1.711110 eta: 6:10:18 batch_cost: 0.8462 data_cost: 0.0004 ips: 56.7214 images/s [03/14 02:29:10] ppdet.engine INFO: Epoch: [255] [540/610] learning_rate: 0.012619 loss_vfl: 0.928356 loss_bbox: 0.401929 loss_dfl: 0.405879 loss: 1.757066 eta: 6:10:02 batch_cost: 0.8059 data_cost: 0.0003 ips: 59.5579 images/s [03/14 02:29:29] ppdet.engine INFO: Epoch: [255] [560/610] learning_rate: 0.012601 loss_vfl: 0.884337 loss_bbox: 0.386296 loss_dfl: 0.392464 loss: 1.687800 eta: 6:09:45 batch_cost: 0.8377 data_cost: 0.0008 ips: 57.3030 images/s [03/14 02:29:47] ppdet.engine INFO: Epoch: [255] [580/610] learning_rate: 0.012583 loss_vfl: 0.928362 loss_bbox: 0.415643 loss_dfl: 0.408652 loss: 1.733864 eta: 6:09:29 batch_cost: 0.8131 data_cost: 0.0003 ips: 59.0325 images/s [03/14 02:30:05] ppdet.engine INFO: Epoch: [255] [600/610] learning_rate: 0.012564 loss_vfl: 0.918714 loss_bbox: 0.409619 loss_dfl: 0.400856 loss: 1.725123 eta: 6:09:12 batch_cost: 0.8028 data_cost: 0.0008 ips: 59.7889 images/s [03/14 02:30:20] ppdet.engine INFO: Epoch: [256] [ 0/610] learning_rate: 0.012555 loss_vfl: 0.918714 loss_bbox: 0.417515 loss_dfl: 0.411288 loss: 1.731581 eta: 6:09:05 batch_cost: 1.0492 data_cost: 0.2047 ips: 45.7485 images/s [03/14 02:30:40] ppdet.engine INFO: Epoch: [256] [ 20/610] learning_rate: 0.012537 loss_vfl: 0.869067 loss_bbox: 0.386570 loss_dfl: 0.390835 loss: 1.630808 eta: 6:08:48 batch_cost: 0.9232 data_cost: 0.0010 ips: 51.9931 images/s [03/14 02:30:57] ppdet.engine INFO: Epoch: [256] [ 40/610] learning_rate: 0.012518 loss_vfl: 0.830481 loss_bbox: 0.372306 loss_dfl: 0.375315 loss: 1.574642 eta: 6:08:32 batch_cost: 0.7623 data_cost: 0.0003 ips: 62.9640 images/s [03/14 02:31:16] ppdet.engine INFO: Epoch: [256] [ 60/610] learning_rate: 0.012500 loss_vfl: 0.849512 loss_bbox: 0.384282 loss_dfl: 0.379235 loss: 1.623726 eta: 6:08:15 batch_cost: 0.8160 data_cost: 0.0003 ips: 58.8261 images/s [03/14 02:31:33] ppdet.engine INFO: Epoch: [256] [ 80/610] learning_rate: 0.012482 loss_vfl: 0.888953 loss_bbox: 0.391031 loss_dfl: 0.398777 loss: 1.684036 eta: 6:07:58 batch_cost: 0.7641 data_cost: 0.0003 ips: 62.8167 images/s [03/14 02:31:52] ppdet.engine INFO: Epoch: [256] [100/610] learning_rate: 0.012463 loss_vfl: 0.874364 loss_bbox: 0.390068 loss_dfl: 0.383507 loss: 1.651693 eta: 6:07:42 batch_cost: 0.8068 data_cost: 0.0014 ips: 59.4929 images/s [03/14 02:32:10] ppdet.engine INFO: Epoch: [256] [120/610] learning_rate: 0.012445 loss_vfl: 0.920748 loss_bbox: 0.410578 loss_dfl: 0.408518 loss: 1.749332 eta: 6:07:25 batch_cost: 0.8296 data_cost: 0.0003 ips: 57.8604 images/s [03/14 02:32:28] ppdet.engine INFO: Epoch: [256] [140/610] learning_rate: 0.012427 loss_vfl: 0.901631 loss_bbox: 0.401112 loss_dfl: 0.394783 loss: 1.715112 eta: 6:07:09 batch_cost: 0.7749 data_cost: 0.0003 ips: 61.9433 images/s [03/14 02:32:46] ppdet.engine INFO: Epoch: [256] [160/610] learning_rate: 0.012408 loss_vfl: 0.864076 loss_bbox: 0.409702 loss_dfl: 0.390912 loss: 1.675932 eta: 6:06:52 batch_cost: 0.7598 data_cost: 0.0003 ips: 63.1719 images/s [03/14 02:33:04] ppdet.engine INFO: Epoch: [256] [180/610] learning_rate: 0.012390 loss_vfl: 0.895300 loss_bbox: 0.409846 loss_dfl: 0.401087 loss: 1.695306 eta: 6:06:35 batch_cost: 0.8078 data_cost: 0.0003 ips: 59.4185 images/s [03/14 02:33:22] ppdet.engine INFO: Epoch: [256] [200/610] learning_rate: 0.012372 loss_vfl: 0.912127 loss_bbox: 0.420670 loss_dfl: 0.408333 loss: 1.744146 eta: 6:06:19 batch_cost: 0.7933 data_cost: 0.0021 ips: 60.5087 images/s [03/14 02:33:40] ppdet.engine INFO: Epoch: [256] [220/610] learning_rate: 0.012354 loss_vfl: 0.911278 loss_bbox: 0.422021 loss_dfl: 0.405041 loss: 1.756010 eta: 6:06:02 batch_cost: 0.8214 data_cost: 0.0003 ips: 58.4375 images/s [03/14 02:33:57] ppdet.engine INFO: Epoch: [256] [240/610] learning_rate: 0.012335 loss_vfl: 0.816281 loss_bbox: 0.368054 loss_dfl: 0.373795 loss: 1.549719 eta: 6:05:46 batch_cost: 0.7789 data_cost: 0.0012 ips: 61.6227 images/s [03/14 02:34:16] ppdet.engine INFO: Epoch: [256] [260/610] learning_rate: 0.012317 loss_vfl: 0.855539 loss_bbox: 0.382392 loss_dfl: 0.374510 loss: 1.606372 eta: 6:05:29 batch_cost: 0.8153 data_cost: 0.0011 ips: 58.8769 images/s [03/14 02:34:34] ppdet.engine INFO: Epoch: [256] [280/610] learning_rate: 0.012299 loss_vfl: 0.895265 loss_bbox: 0.395466 loss_dfl: 0.394568 loss: 1.698597 eta: 6:05:12 batch_cost: 0.7585 data_cost: 0.0011 ips: 63.2832 images/s [03/14 02:34:51] ppdet.engine INFO: Epoch: [256] [300/610] learning_rate: 0.012281 loss_vfl: 0.846084 loss_bbox: 0.385059 loss_dfl: 0.389346 loss: 1.609630 eta: 6:04:56 batch_cost: 0.8185 data_cost: 0.0003 ips: 58.6412 images/s [03/14 02:35:10] ppdet.engine INFO: Epoch: [256] [320/610] learning_rate: 0.012263 loss_vfl: 0.910683 loss_bbox: 0.385456 loss_dfl: 0.392715 loss: 1.674684 eta: 6:04:39 batch_cost: 0.8379 data_cost: 0.0003 ips: 57.2893 images/s [03/14 02:35:29] ppdet.engine INFO: Epoch: [256] [340/610] learning_rate: 0.012244 loss_vfl: 0.949907 loss_bbox: 0.421324 loss_dfl: 0.430916 loss: 1.857020 eta: 6:04:23 batch_cost: 0.8414 data_cost: 0.0003 ips: 57.0473 images/s [03/14 02:35:47] ppdet.engine INFO: Epoch: [256] [360/610] learning_rate: 0.012226 loss_vfl: 0.890344 loss_bbox: 0.406922 loss_dfl: 0.412787 loss: 1.708546 eta: 6:04:07 batch_cost: 0.8356 data_cost: 0.0003 ips: 57.4414 images/s [03/14 02:36:05] ppdet.engine INFO: Epoch: [256] [380/610] learning_rate: 0.012208 loss_vfl: 0.879566 loss_bbox: 0.397955 loss_dfl: 0.396365 loss: 1.669909 eta: 6:03:50 batch_cost: 0.8195 data_cost: 0.0004 ips: 58.5733 images/s [03/14 02:36:23] ppdet.engine INFO: Epoch: [256] [400/610] learning_rate: 0.012190 loss_vfl: 0.892282 loss_bbox: 0.404053 loss_dfl: 0.403449 loss: 1.689402 eta: 6:03:33 batch_cost: 0.7882 data_cost: 0.0003 ips: 60.8976 images/s [03/14 02:36:40] ppdet.engine INFO: Epoch: [256] [420/610] learning_rate: 0.012172 loss_vfl: 0.874407 loss_bbox: 0.384775 loss_dfl: 0.391964 loss: 1.645912 eta: 6:03:17 batch_cost: 0.7546 data_cost: 0.0030 ips: 63.6098 images/s [03/14 02:36:59] ppdet.engine INFO: Epoch: [256] [440/610] learning_rate: 0.012154 loss_vfl: 0.868544 loss_bbox: 0.398533 loss_dfl: 0.388914 loss: 1.647453 eta: 6:03:00 batch_cost: 0.8316 data_cost: 0.0010 ips: 57.7234 images/s [03/14 02:37:16] ppdet.engine INFO: Epoch: [256] [460/610] learning_rate: 0.012136 loss_vfl: 0.899321 loss_bbox: 0.419066 loss_dfl: 0.409376 loss: 1.741714 eta: 6:02:43 batch_cost: 0.7629 data_cost: 0.0004 ips: 62.9164 images/s [03/14 02:37:33] ppdet.engine INFO: Epoch: [256] [480/610] learning_rate: 0.012118 loss_vfl: 0.846222 loss_bbox: 0.365396 loss_dfl: 0.377506 loss: 1.586174 eta: 6:02:27 batch_cost: 0.7592 data_cost: 0.0003 ips: 63.2233 images/s [03/14 02:37:52] ppdet.engine INFO: Epoch: [256] [500/610] learning_rate: 0.012100 loss_vfl: 0.927475 loss_bbox: 0.431577 loss_dfl: 0.418078 loss: 1.753974 eta: 6:02:10 batch_cost: 0.8127 data_cost: 0.0003 ips: 59.0652 images/s [03/14 02:38:10] ppdet.engine INFO: Epoch: [256] [520/610] learning_rate: 0.012081 loss_vfl: 0.894661 loss_bbox: 0.388871 loss_dfl: 0.391097 loss: 1.650673 eta: 6:01:54 batch_cost: 0.8224 data_cost: 0.0003 ips: 58.3691 images/s [03/14 02:38:28] ppdet.engine INFO: Epoch: [256] [540/610] learning_rate: 0.012063 loss_vfl: 0.902377 loss_bbox: 0.408213 loss_dfl: 0.399727 loss: 1.707690 eta: 6:01:37 batch_cost: 0.8118 data_cost: 0.0004 ips: 59.1296 images/s [03/14 02:38:46] ppdet.engine INFO: Epoch: [256] [560/610] learning_rate: 0.012045 loss_vfl: 0.899121 loss_bbox: 0.403149 loss_dfl: 0.395310 loss: 1.708443 eta: 6:01:21 batch_cost: 0.7916 data_cost: 0.0004 ips: 60.6378 images/s [03/14 02:39:04] ppdet.engine INFO: Epoch: [256] [580/610] learning_rate: 0.012027 loss_vfl: 0.879525 loss_bbox: 0.380111 loss_dfl: 0.383349 loss: 1.649770 eta: 6:01:04 batch_cost: 0.7929 data_cost: 0.0003 ips: 60.5345 images/s [03/14 02:39:22] ppdet.engine INFO: Epoch: [256] [600/610] learning_rate: 0.012009 loss_vfl: 0.924659 loss_bbox: 0.413931 loss_dfl: 0.408861 loss: 1.727998 eta: 6:00:47 batch_cost: 0.7774 data_cost: 0.0004 ips: 61.7455 images/s [03/14 02:39:36] ppdet.engine INFO: Epoch: [257] [ 0/610] learning_rate: 0.012000 loss_vfl: 0.927436 loss_bbox: 0.412059 loss_dfl: 0.408861 loss: 1.729365 eta: 6:00:40 batch_cost: 0.9913 data_cost: 0.2817 ips: 48.4197 images/s [03/14 02:39:56] ppdet.engine INFO: Epoch: [257] [ 20/610] learning_rate: 0.011982 loss_vfl: 0.909202 loss_bbox: 0.400462 loss_dfl: 0.398427 loss: 1.693423 eta: 6:00:23 batch_cost: 0.8730 data_cost: 0.0003 ips: 54.9810 images/s [03/14 02:40:14] ppdet.engine INFO: Epoch: [257] [ 40/610] learning_rate: 0.011964 loss_vfl: 0.908136 loss_bbox: 0.402992 loss_dfl: 0.408989 loss: 1.707562 eta: 6:00:07 batch_cost: 0.8584 data_cost: 0.0004 ips: 55.9149 images/s [03/14 02:40:33] ppdet.engine INFO: Epoch: [257] [ 60/610] learning_rate: 0.011946 loss_vfl: 0.888459 loss_bbox: 0.409479 loss_dfl: 0.400246 loss: 1.688298 eta: 5:59:51 batch_cost: 0.8555 data_cost: 0.0003 ips: 56.1064 images/s [03/14 02:40:51] ppdet.engine INFO: Epoch: [257] [ 80/610] learning_rate: 0.011929 loss_vfl: 0.912478 loss_bbox: 0.400367 loss_dfl: 0.393782 loss: 1.691419 eta: 5:59:34 batch_cost: 0.8043 data_cost: 0.0004 ips: 59.6810 images/s [03/14 02:41:09] ppdet.engine INFO: Epoch: [257] [100/610] learning_rate: 0.011911 loss_vfl: 0.898585 loss_bbox: 0.394063 loss_dfl: 0.401885 loss: 1.714355 eta: 5:59:17 batch_cost: 0.8086 data_cost: 0.0004 ips: 59.3609 images/s [03/14 02:41:28] ppdet.engine INFO: Epoch: [257] [120/610] learning_rate: 0.011893 loss_vfl: 0.917881 loss_bbox: 0.393129 loss_dfl: 0.401792 loss: 1.711019 eta: 5:59:01 batch_cost: 0.8436 data_cost: 0.0003 ips: 56.9018 images/s [03/14 02:41:46] ppdet.engine INFO: Epoch: [257] [140/610] learning_rate: 0.011875 loss_vfl: 0.883440 loss_bbox: 0.392331 loss_dfl: 0.393245 loss: 1.678083 eta: 5:58:44 batch_cost: 0.8108 data_cost: 0.0003 ips: 59.2031 images/s [03/14 02:42:05] ppdet.engine INFO: Epoch: [257] [160/610] learning_rate: 0.011857 loss_vfl: 0.884550 loss_bbox: 0.388555 loss_dfl: 0.394715 loss: 1.662226 eta: 5:58:28 batch_cost: 0.8512 data_cost: 0.0003 ips: 56.3877 images/s [03/14 02:42:24] ppdet.engine INFO: Epoch: [257] [180/610] learning_rate: 0.011839 loss_vfl: 0.900946 loss_bbox: 0.413717 loss_dfl: 0.402691 loss: 1.720802 eta: 5:58:11 batch_cost: 0.8109 data_cost: 0.0017 ips: 59.1938 images/s [03/14 02:42:42] ppdet.engine INFO: Epoch: [257] [200/610] learning_rate: 0.011821 loss_vfl: 0.837157 loss_bbox: 0.367039 loss_dfl: 0.362036 loss: 1.538987 eta: 5:57:55 batch_cost: 0.8104 data_cost: 0.0003 ips: 59.2292 images/s [03/14 02:43:00] ppdet.engine INFO: Epoch: [257] [220/610] learning_rate: 0.011803 loss_vfl: 0.891434 loss_bbox: 0.395655 loss_dfl: 0.386174 loss: 1.689689 eta: 5:57:38 batch_cost: 0.8242 data_cost: 0.0003 ips: 58.2361 images/s [03/14 02:43:19] ppdet.engine INFO: Epoch: [257] [240/610] learning_rate: 0.011785 loss_vfl: 0.835377 loss_bbox: 0.361407 loss_dfl: 0.367162 loss: 1.558406 eta: 5:57:22 batch_cost: 0.8115 data_cost: 0.0003 ips: 59.1467 images/s [03/14 02:43:36] ppdet.engine INFO: Epoch: [257] [260/610] learning_rate: 0.011768 loss_vfl: 0.832374 loss_bbox: 0.390019 loss_dfl: 0.383468 loss: 1.601805 eta: 5:57:05 batch_cost: 0.7864 data_cost: 0.0003 ips: 61.0363 images/s [03/14 02:43:54] ppdet.engine INFO: Epoch: [257] [280/610] learning_rate: 0.011750 loss_vfl: 0.912030 loss_bbox: 0.409040 loss_dfl: 0.399127 loss: 1.737542 eta: 5:56:49 batch_cost: 0.8040 data_cost: 0.0003 ips: 59.7046 images/s [03/14 02:44:12] ppdet.engine INFO: Epoch: [257] [300/610] learning_rate: 0.011732 loss_vfl: 0.924022 loss_bbox: 0.417806 loss_dfl: 0.416294 loss: 1.766743 eta: 5:56:32 batch_cost: 0.8409 data_cost: 0.0003 ips: 57.0814 images/s [03/14 02:44:30] ppdet.engine INFO: Epoch: [257] [320/610] learning_rate: 0.011714 loss_vfl: 0.860882 loss_bbox: 0.371023 loss_dfl: 0.374709 loss: 1.574260 eta: 5:56:16 batch_cost: 0.7811 data_cost: 0.0014 ips: 61.4514 images/s [03/14 02:44:47] ppdet.engine INFO: Epoch: [257] [340/610] learning_rate: 0.011696 loss_vfl: 0.906910 loss_bbox: 0.415385 loss_dfl: 0.401534 loss: 1.717977 eta: 5:55:59 batch_cost: 0.7760 data_cost: 0.0009 ips: 61.8549 images/s [03/14 02:45:06] ppdet.engine INFO: Epoch: [257] [360/610] learning_rate: 0.011679 loss_vfl: 0.884196 loss_bbox: 0.406071 loss_dfl: 0.416572 loss: 1.714056 eta: 5:55:42 batch_cost: 0.8075 data_cost: 0.0003 ips: 59.4428 images/s [03/14 02:45:23] ppdet.engine INFO: Epoch: [257] [380/610] learning_rate: 0.011661 loss_vfl: 0.916112 loss_bbox: 0.408508 loss_dfl: 0.412978 loss: 1.754130 eta: 5:55:26 batch_cost: 0.7837 data_cost: 0.0003 ips: 61.2489 images/s [03/14 02:45:41] ppdet.engine INFO: Epoch: [257] [400/610] learning_rate: 0.011643 loss_vfl: 0.949205 loss_bbox: 0.414678 loss_dfl: 0.410284 loss: 1.777799 eta: 5:55:09 batch_cost: 0.7888 data_cost: 0.0003 ips: 60.8506 images/s [03/14 02:45:59] ppdet.engine INFO: Epoch: [257] [420/610] learning_rate: 0.011625 loss_vfl: 0.926761 loss_bbox: 0.408598 loss_dfl: 0.409833 loss: 1.755461 eta: 5:54:52 batch_cost: 0.7742 data_cost: 0.0003 ips: 61.9977 images/s [03/14 02:46:16] ppdet.engine INFO: Epoch: [257] [440/610] learning_rate: 0.011608 loss_vfl: 0.873173 loss_bbox: 0.378365 loss_dfl: 0.392376 loss: 1.652408 eta: 5:54:36 batch_cost: 0.7620 data_cost: 0.0004 ips: 62.9948 images/s [03/14 02:46:34] ppdet.engine INFO: Epoch: [257] [460/610] learning_rate: 0.011590 loss_vfl: 0.898328 loss_bbox: 0.398908 loss_dfl: 0.400662 loss: 1.693233 eta: 5:54:19 batch_cost: 0.7887 data_cost: 0.0013 ips: 60.8623 images/s [03/14 02:46:52] ppdet.engine INFO: Epoch: [257] [480/610] learning_rate: 0.011572 loss_vfl: 0.881023 loss_bbox: 0.397436 loss_dfl: 0.399435 loss: 1.664673 eta: 5:54:03 batch_cost: 0.7855 data_cost: 0.0003 ips: 61.1091 images/s [03/14 02:47:10] ppdet.engine INFO: Epoch: [257] [500/610] learning_rate: 0.011555 loss_vfl: 0.897716 loss_bbox: 0.386188 loss_dfl: 0.392836 loss: 1.668396 eta: 5:53:46 batch_cost: 0.7975 data_cost: 0.0009 ips: 60.1855 images/s [03/14 02:47:29] ppdet.engine INFO: Epoch: [257] [520/610] learning_rate: 0.011537 loss_vfl: 0.833134 loss_bbox: 0.390936 loss_dfl: 0.382357 loss: 1.619607 eta: 5:53:29 batch_cost: 0.8205 data_cost: 0.0003 ips: 58.4989 images/s [03/14 02:47:47] ppdet.engine INFO: Epoch: [257] [540/610] learning_rate: 0.011519 loss_vfl: 0.878678 loss_bbox: 0.410681 loss_dfl: 0.409276 loss: 1.700613 eta: 5:53:13 batch_cost: 0.8175 data_cost: 0.0005 ips: 58.7165 images/s [03/14 02:48:05] ppdet.engine INFO: Epoch: [257] [560/610] learning_rate: 0.011502 loss_vfl: 0.890868 loss_bbox: 0.407196 loss_dfl: 0.399169 loss: 1.677555 eta: 5:52:56 batch_cost: 0.7973 data_cost: 0.0004 ips: 60.2053 images/s [03/14 02:48:24] ppdet.engine INFO: Epoch: [257] [580/610] learning_rate: 0.011484 loss_vfl: 0.876210 loss_bbox: 0.408248 loss_dfl: 0.405338 loss: 1.689618 eta: 5:52:40 batch_cost: 0.8383 data_cost: 0.0003 ips: 57.2584 images/s [03/14 02:48:41] ppdet.engine INFO: Epoch: [257] [600/610] learning_rate: 0.011466 loss_vfl: 0.934819 loss_bbox: 0.428096 loss_dfl: 0.427604 loss: 1.787416 eta: 5:52:23 batch_cost: 0.7424 data_cost: 0.0004 ips: 64.6556 images/s [03/14 02:48:55] ppdet.engine INFO: Epoch: [258] [ 0/610] learning_rate: 0.011458 loss_vfl: 0.882050 loss_bbox: 0.410509 loss_dfl: 0.399232 loss: 1.682618 eta: 5:52:15 batch_cost: 0.9724 data_cost: 0.1671 ips: 49.3607 images/s [03/14 02:49:16] ppdet.engine INFO: Epoch: [258] [ 20/610] learning_rate: 0.011440 loss_vfl: 0.927553 loss_bbox: 0.413453 loss_dfl: 0.403721 loss: 1.744284 eta: 5:51:59 batch_cost: 0.9283 data_cost: 0.0005 ips: 51.7091 images/s [03/14 02:49:34] ppdet.engine INFO: Epoch: [258] [ 40/610] learning_rate: 0.011423 loss_vfl: 0.943410 loss_bbox: 0.403821 loss_dfl: 0.408697 loss: 1.755715 eta: 5:51:43 batch_cost: 0.7760 data_cost: 0.0006 ips: 61.8548 images/s [03/14 02:49:52] ppdet.engine INFO: Epoch: [258] [ 60/610] learning_rate: 0.011405 loss_vfl: 0.877669 loss_bbox: 0.392008 loss_dfl: 0.403435 loss: 1.650918 eta: 5:51:26 batch_cost: 0.7869 data_cost: 0.0005 ips: 60.9952 images/s [03/14 02:50:11] ppdet.engine INFO: Epoch: [258] [ 80/610] learning_rate: 0.011387 loss_vfl: 0.877883 loss_bbox: 0.394955 loss_dfl: 0.401149 loss: 1.649637 eta: 5:51:09 batch_cost: 0.8141 data_cost: 0.0005 ips: 58.9618 images/s [03/14 02:50:30] ppdet.engine INFO: Epoch: [258] [100/610] learning_rate: 0.011370 loss_vfl: 0.843483 loss_bbox: 0.386032 loss_dfl: 0.378415 loss: 1.628855 eta: 5:50:53 batch_cost: 0.8260 data_cost: 0.0004 ips: 58.1148 images/s [03/14 02:50:49] ppdet.engine INFO: Epoch: [258] [120/610] learning_rate: 0.011352 loss_vfl: 0.886326 loss_bbox: 0.423651 loss_dfl: 0.407766 loss: 1.706571 eta: 5:50:37 batch_cost: 0.8576 data_cost: 0.0010 ips: 55.9693 images/s [03/14 02:51:07] ppdet.engine INFO: Epoch: [258] [140/610] learning_rate: 0.011335 loss_vfl: 0.889954 loss_bbox: 0.405699 loss_dfl: 0.394785 loss: 1.681359 eta: 5:50:20 batch_cost: 0.8368 data_cost: 0.0003 ips: 57.3602 images/s [03/14 02:51:25] ppdet.engine INFO: Epoch: [258] [160/610] learning_rate: 0.011317 loss_vfl: 0.888565 loss_bbox: 0.418943 loss_dfl: 0.409499 loss: 1.724678 eta: 5:50:04 batch_cost: 0.8074 data_cost: 0.0014 ips: 59.4521 images/s [03/14 02:51:44] ppdet.engine INFO: Epoch: [258] [180/610] learning_rate: 0.011300 loss_vfl: 0.896408 loss_bbox: 0.403834 loss_dfl: 0.403618 loss: 1.710126 eta: 5:49:47 batch_cost: 0.8226 data_cost: 0.0004 ips: 58.3540 images/s [03/14 02:52:02] ppdet.engine INFO: Epoch: [258] [200/610] learning_rate: 0.011282 loss_vfl: 0.859570 loss_bbox: 0.393023 loss_dfl: 0.383212 loss: 1.644936 eta: 5:49:30 batch_cost: 0.7957 data_cost: 0.0003 ips: 60.3273 images/s [03/14 02:52:20] ppdet.engine INFO: Epoch: [258] [220/610] learning_rate: 0.011265 loss_vfl: 0.882069 loss_bbox: 0.420789 loss_dfl: 0.397465 loss: 1.688752 eta: 5:49:14 batch_cost: 0.8306 data_cost: 0.0011 ips: 57.7926 images/s [03/14 02:52:39] ppdet.engine INFO: Epoch: [258] [240/610] learning_rate: 0.011247 loss_vfl: 0.872447 loss_bbox: 0.399633 loss_dfl: 0.400426 loss: 1.664388 eta: 5:48:57 batch_cost: 0.8093 data_cost: 0.0003 ips: 59.3089 images/s [03/14 02:52:58] ppdet.engine INFO: Epoch: [258] [260/610] learning_rate: 0.011230 loss_vfl: 0.885484 loss_bbox: 0.409600 loss_dfl: 0.403268 loss: 1.695735 eta: 5:48:41 batch_cost: 0.8413 data_cost: 0.0025 ips: 57.0579 images/s [03/14 02:53:17] ppdet.engine INFO: Epoch: [258] [280/610] learning_rate: 0.011213 loss_vfl: 0.935245 loss_bbox: 0.418304 loss_dfl: 0.410340 loss: 1.746487 eta: 5:48:25 batch_cost: 0.8535 data_cost: 0.0003 ips: 56.2385 images/s [03/14 02:53:34] ppdet.engine INFO: Epoch: [258] [300/610] learning_rate: 0.011195 loss_vfl: 0.888517 loss_bbox: 0.387582 loss_dfl: 0.387196 loss: 1.671628 eta: 5:48:08 batch_cost: 0.7359 data_cost: 0.0009 ips: 65.2266 images/s [03/14 02:53:52] ppdet.engine INFO: Epoch: [258] [320/610] learning_rate: 0.011178 loss_vfl: 0.932076 loss_bbox: 0.410176 loss_dfl: 0.415816 loss: 1.769184 eta: 5:47:51 batch_cost: 0.7928 data_cost: 0.0005 ips: 60.5456 images/s [03/14 02:54:11] ppdet.engine INFO: Epoch: [258] [340/610] learning_rate: 0.011160 loss_vfl: 0.907082 loss_bbox: 0.420180 loss_dfl: 0.414869 loss: 1.736680 eta: 5:47:35 batch_cost: 0.8728 data_cost: 0.0003 ips: 54.9942 images/s [03/14 02:54:29] ppdet.engine INFO: Epoch: [258] [360/610] learning_rate: 0.011143 loss_vfl: 0.869732 loss_bbox: 0.387962 loss_dfl: 0.372682 loss: 1.621346 eta: 5:47:18 batch_cost: 0.8309 data_cost: 0.0003 ips: 57.7687 images/s [03/14 02:54:47] ppdet.engine INFO: Epoch: [258] [380/610] learning_rate: 0.011126 loss_vfl: 0.864362 loss_bbox: 0.402318 loss_dfl: 0.388118 loss: 1.657037 eta: 5:47:02 batch_cost: 0.8266 data_cost: 0.0005 ips: 58.0715 images/s [03/14 02:55:06] ppdet.engine INFO: Epoch: [258] [400/610] learning_rate: 0.011108 loss_vfl: 0.907316 loss_bbox: 0.402642 loss_dfl: 0.394629 loss: 1.697318 eta: 5:46:45 batch_cost: 0.8204 data_cost: 0.0016 ips: 58.5101 images/s [03/14 02:55:23] ppdet.engine INFO: Epoch: [258] [420/610] learning_rate: 0.011091 loss_vfl: 0.920006 loss_bbox: 0.387747 loss_dfl: 0.398532 loss: 1.679134 eta: 5:46:29 batch_cost: 0.7844 data_cost: 0.0003 ips: 61.1941 images/s [03/14 02:55:42] ppdet.engine INFO: Epoch: [258] [440/610] learning_rate: 0.011074 loss_vfl: 0.895126 loss_bbox: 0.393719 loss_dfl: 0.395538 loss: 1.685124 eta: 5:46:12 batch_cost: 0.8590 data_cost: 0.0003 ips: 55.8812 images/s [03/14 02:56:01] ppdet.engine INFO: Epoch: [258] [460/610] learning_rate: 0.011056 loss_vfl: 0.867086 loss_bbox: 0.384723 loss_dfl: 0.384181 loss: 1.676928 eta: 5:45:56 batch_cost: 0.8305 data_cost: 0.0005 ips: 57.7980 images/s [03/14 02:56:19] ppdet.engine INFO: Epoch: [258] [480/610] learning_rate: 0.011039 loss_vfl: 0.897932 loss_bbox: 0.402206 loss_dfl: 0.406324 loss: 1.730975 eta: 5:45:39 batch_cost: 0.7955 data_cost: 0.0003 ips: 60.3424 images/s [03/14 02:56:38] ppdet.engine INFO: Epoch: [258] [500/610] learning_rate: 0.011022 loss_vfl: 0.825080 loss_bbox: 0.366238 loss_dfl: 0.366853 loss: 1.564230 eta: 5:45:23 batch_cost: 0.8626 data_cost: 0.0003 ips: 55.6429 images/s [03/14 02:56:55] ppdet.engine INFO: Epoch: [258] [520/610] learning_rate: 0.011004 loss_vfl: 0.905038 loss_bbox: 0.398261 loss_dfl: 0.392169 loss: 1.712538 eta: 5:45:06 batch_cost: 0.7788 data_cost: 0.0003 ips: 61.6312 images/s [03/14 02:57:14] ppdet.engine INFO: Epoch: [258] [540/610] learning_rate: 0.010987 loss_vfl: 0.829159 loss_bbox: 0.373868 loss_dfl: 0.375791 loss: 1.579000 eta: 5:44:50 batch_cost: 0.8394 data_cost: 0.0004 ips: 57.1814 images/s [03/14 02:57:32] ppdet.engine INFO: Epoch: [258] [560/610] learning_rate: 0.010970 loss_vfl: 0.933034 loss_bbox: 0.396201 loss_dfl: 0.402046 loss: 1.760271 eta: 5:44:33 batch_cost: 0.8316 data_cost: 0.0003 ips: 57.7229 images/s [03/14 02:57:50] ppdet.engine INFO: Epoch: [258] [580/610] learning_rate: 0.010953 loss_vfl: 0.883720 loss_bbox: 0.392425 loss_dfl: 0.397321 loss: 1.695802 eta: 5:44:17 batch_cost: 0.7994 data_cost: 0.0003 ips: 60.0465 images/s [03/14 02:58:08] ppdet.engine INFO: Epoch: [258] [600/610] learning_rate: 0.010936 loss_vfl: 0.939514 loss_bbox: 0.439130 loss_dfl: 0.422940 loss: 1.812927 eta: 5:44:00 batch_cost: 0.8046 data_cost: 0.0004 ips: 59.6541 images/s [03/14 02:58:21] ppdet.engine INFO: Epoch: [259] [ 0/610] learning_rate: 0.010927 loss_vfl: 0.934498 loss_bbox: 0.416052 loss_dfl: 0.417098 loss: 1.796936 eta: 5:43:52 batch_cost: 0.9176 data_cost: 0.1970 ips: 52.3128 images/s [03/14 02:58:43] ppdet.engine INFO: Epoch: [259] [ 20/610] learning_rate: 0.010910 loss_vfl: 0.859791 loss_bbox: 0.394771 loss_dfl: 0.401530 loss: 1.637164 eta: 5:43:36 batch_cost: 0.9106 data_cost: 0.0004 ips: 52.7102 images/s [03/14 02:59:02] ppdet.engine INFO: Epoch: [259] [ 40/610] learning_rate: 0.010893 loss_vfl: 0.884532 loss_bbox: 0.392540 loss_dfl: 0.384229 loss: 1.638168 eta: 5:43:20 batch_cost: 0.8780 data_cost: 0.0003 ips: 54.6692 images/s [03/14 02:59:20] ppdet.engine INFO: Epoch: [259] [ 60/610] learning_rate: 0.010875 loss_vfl: 0.908145 loss_bbox: 0.407862 loss_dfl: 0.411792 loss: 1.734604 eta: 5:43:03 batch_cost: 0.7865 data_cost: 0.0010 ips: 61.0335 images/s [03/14 02:59:38] ppdet.engine INFO: Epoch: [259] [ 80/610] learning_rate: 0.010858 loss_vfl: 0.906784 loss_bbox: 0.398827 loss_dfl: 0.386910 loss: 1.674934 eta: 5:42:46 batch_cost: 0.8151 data_cost: 0.0003 ips: 58.8888 images/s [03/14 02:59:56] ppdet.engine INFO: Epoch: [259] [100/610] learning_rate: 0.010841 loss_vfl: 0.843260 loss_bbox: 0.387086 loss_dfl: 0.385054 loss: 1.598318 eta: 5:42:30 batch_cost: 0.8098 data_cost: 0.0042 ips: 59.2768 images/s [03/14 03:00:14] ppdet.engine INFO: Epoch: [259] [120/610] learning_rate: 0.010824 loss_vfl: 0.906738 loss_bbox: 0.399298 loss_dfl: 0.393800 loss: 1.673115 eta: 5:42:13 batch_cost: 0.8090 data_cost: 0.0003 ips: 59.3333 images/s [03/14 03:00:33] ppdet.engine INFO: Epoch: [259] [140/610] learning_rate: 0.010807 loss_vfl: 0.854832 loss_bbox: 0.405321 loss_dfl: 0.394327 loss: 1.640516 eta: 5:41:57 batch_cost: 0.8474 data_cost: 0.0011 ips: 56.6425 images/s [03/14 03:00:50] ppdet.engine INFO: Epoch: [259] [160/610] learning_rate: 0.010790 loss_vfl: 0.892961 loss_bbox: 0.396557 loss_dfl: 0.412968 loss: 1.681335 eta: 5:41:40 batch_cost: 0.7900 data_cost: 0.0019 ips: 60.7578 images/s [03/14 03:01:09] ppdet.engine INFO: Epoch: [259] [180/610] learning_rate: 0.010773 loss_vfl: 0.869452 loss_bbox: 0.387957 loss_dfl: 0.389120 loss: 1.640174 eta: 5:41:24 batch_cost: 0.8261 data_cost: 0.0007 ips: 58.1078 images/s [03/14 03:01:27] ppdet.engine INFO: Epoch: [259] [200/610] learning_rate: 0.010755 loss_vfl: 0.837070 loss_bbox: 0.359927 loss_dfl: 0.371519 loss: 1.542719 eta: 5:41:07 batch_cost: 0.7972 data_cost: 0.0003 ips: 60.2096 images/s [03/14 03:01:45] ppdet.engine INFO: Epoch: [259] [220/610] learning_rate: 0.010738 loss_vfl: 0.867898 loss_bbox: 0.385715 loss_dfl: 0.389921 loss: 1.636908 eta: 5:40:51 batch_cost: 0.8280 data_cost: 0.0025 ips: 57.9744 images/s [03/14 03:02:04] ppdet.engine INFO: Epoch: [259] [240/610] learning_rate: 0.010721 loss_vfl: 0.877026 loss_bbox: 0.403435 loss_dfl: 0.399712 loss: 1.675109 eta: 5:40:34 batch_cost: 0.8175 data_cost: 0.0004 ips: 58.7149 images/s [03/14 03:02:23] ppdet.engine INFO: Epoch: [259] [260/610] learning_rate: 0.010704 loss_vfl: 0.938106 loss_bbox: 0.435327 loss_dfl: 0.423119 loss: 1.806797 eta: 5:40:18 batch_cost: 0.8294 data_cost: 0.0003 ips: 57.8723 images/s [03/14 03:02:41] ppdet.engine INFO: Epoch: [259] [280/610] learning_rate: 0.010687 loss_vfl: 0.884754 loss_bbox: 0.380941 loss_dfl: 0.399769 loss: 1.656921 eta: 5:40:01 batch_cost: 0.7789 data_cost: 0.0010 ips: 61.6248 images/s [03/14 03:02:59] ppdet.engine INFO: Epoch: [259] [300/610] learning_rate: 0.010670 loss_vfl: 0.853898 loss_bbox: 0.388902 loss_dfl: 0.385215 loss: 1.601083 eta: 5:39:45 batch_cost: 0.7985 data_cost: 0.0003 ips: 60.1140 images/s [03/14 03:03:18] ppdet.engine INFO: Epoch: [259] [320/610] learning_rate: 0.010653 loss_vfl: 0.866466 loss_bbox: 0.398684 loss_dfl: 0.387237 loss: 1.653063 eta: 5:39:28 batch_cost: 0.8517 data_cost: 0.0003 ips: 56.3610 images/s [03/14 03:03:36] ppdet.engine INFO: Epoch: [259] [340/610] learning_rate: 0.010636 loss_vfl: 0.899006 loss_bbox: 0.387635 loss_dfl: 0.386801 loss: 1.657754 eta: 5:39:12 batch_cost: 0.8106 data_cost: 0.0009 ips: 59.2160 images/s [03/14 03:03:54] ppdet.engine INFO: Epoch: [259] [360/610] learning_rate: 0.010619 loss_vfl: 0.882193 loss_bbox: 0.390123 loss_dfl: 0.387859 loss: 1.650102 eta: 5:38:55 batch_cost: 0.7943 data_cost: 0.0009 ips: 60.4285 images/s [03/14 03:04:12] ppdet.engine INFO: Epoch: [259] [380/610] learning_rate: 0.010602 loss_vfl: 0.925282 loss_bbox: 0.418813 loss_dfl: 0.412874 loss: 1.745255 eta: 5:38:38 batch_cost: 0.7927 data_cost: 0.0003 ips: 60.5552 images/s [03/14 03:04:29] ppdet.engine INFO: Epoch: [259] [400/610] learning_rate: 0.010585 loss_vfl: 0.867194 loss_bbox: 0.382368 loss_dfl: 0.387552 loss: 1.630682 eta: 5:38:22 batch_cost: 0.7602 data_cost: 0.0009 ips: 63.1423 images/s [03/14 03:04:47] ppdet.engine INFO: Epoch: [259] [420/610] learning_rate: 0.010568 loss_vfl: 0.902529 loss_bbox: 0.413612 loss_dfl: 0.396966 loss: 1.696205 eta: 5:38:05 batch_cost: 0.8151 data_cost: 0.0049 ips: 58.8902 images/s [03/14 03:05:05] ppdet.engine INFO: Epoch: [259] [440/610] learning_rate: 0.010552 loss_vfl: 0.934414 loss_bbox: 0.415977 loss_dfl: 0.403927 loss: 1.737604 eta: 5:37:49 batch_cost: 0.8212 data_cost: 0.0003 ips: 58.4491 images/s [03/14 03:05:23] ppdet.engine INFO: Epoch: [259] [460/610] learning_rate: 0.010535 loss_vfl: 0.941975 loss_bbox: 0.427007 loss_dfl: 0.419081 loss: 1.793473 eta: 5:37:32 batch_cost: 0.8060 data_cost: 0.0003 ips: 59.5509 images/s [03/14 03:05:41] ppdet.engine INFO: Epoch: [259] [480/610] learning_rate: 0.010518 loss_vfl: 0.891478 loss_bbox: 0.402059 loss_dfl: 0.400449 loss: 1.690713 eta: 5:37:15 batch_cost: 0.7901 data_cost: 0.0003 ips: 60.7550 images/s [03/14 03:05:59] ppdet.engine INFO: Epoch: [259] [500/610] learning_rate: 0.010501 loss_vfl: 0.866324 loss_bbox: 0.390350 loss_dfl: 0.377817 loss: 1.630178 eta: 5:36:59 batch_cost: 0.7725 data_cost: 0.0013 ips: 62.1352 images/s [03/14 03:06:17] ppdet.engine INFO: Epoch: [259] [520/610] learning_rate: 0.010484 loss_vfl: 0.930129 loss_bbox: 0.404613 loss_dfl: 0.404294 loss: 1.738476 eta: 5:36:42 batch_cost: 0.8243 data_cost: 0.0063 ips: 58.2281 images/s [03/14 03:06:35] ppdet.engine INFO: Epoch: [259] [540/610] learning_rate: 0.010467 loss_vfl: 0.858023 loss_bbox: 0.379571 loss_dfl: 0.395624 loss: 1.644087 eta: 5:36:26 batch_cost: 0.7706 data_cost: 0.0021 ips: 62.2866 images/s [03/14 03:06:53] ppdet.engine INFO: Epoch: [259] [560/610] learning_rate: 0.010450 loss_vfl: 0.949928 loss_bbox: 0.413203 loss_dfl: 0.403410 loss: 1.769571 eta: 5:36:09 batch_cost: 0.8109 data_cost: 0.0010 ips: 59.1953 images/s [03/14 03:07:11] ppdet.engine INFO: Epoch: [259] [580/610] learning_rate: 0.010433 loss_vfl: 0.871779 loss_bbox: 0.386105 loss_dfl: 0.385829 loss: 1.639901 eta: 5:35:53 batch_cost: 0.8228 data_cost: 0.0009 ips: 58.3394 images/s [03/14 03:07:29] ppdet.engine INFO: Epoch: [259] [600/610] learning_rate: 0.010417 loss_vfl: 0.890163 loss_bbox: 0.405925 loss_dfl: 0.397352 loss: 1.716325 eta: 5:35:36 batch_cost: 0.8083 data_cost: 0.0013 ips: 59.3823 images/s [03/14 03:07:37] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_s_416_coco [03/14 03:07:38] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_s_416_coco [03/14 03:07:38] ppdet.engine INFO: Eval iter: 0 [03/14 03:07:54] ppdet.engine INFO: Eval iter: 100 [03/14 03:08:04] ppdet.engine INFO: Eval iter: 200 [03/14 03:08:13] ppdet.engine INFO: Eval iter: 300 [03/14 03:08:23] ppdet.engine INFO: Eval iter: 400 [03/14 03:08:32] ppdet.engine INFO: Eval iter: 500 [03/14 03:08:42] ppdet.engine INFO: Eval iter: 600 [03/14 03:08:58] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json. loading annotations into memory... Done (t=0.65s) creating index... index created! [03/14 03:08:59] ppdet.metrics.coco_utils INFO: Start evaluate... Loading and preparing results... DONE (t=4.84s) creating index... index created! Running per image evaluation... Evaluate annotation type *bbox* DONE (t=96.72s). Accumulating evaluation results... DONE (t=17.46s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.325 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.476 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.344 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.116 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.345 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 ] = 0.288 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.456 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.485 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.210 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.546 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.739 [03/14 03:11:00] ppdet.engine INFO: Total sample number: 4952, averge FPS: 74.08136285668458 [03/14 03:11:00] ppdet.engine INFO: Best test bbox ap is 0.325. [03/14 03:11:00] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_s_416_coco [03/14 03:11:00] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_s_416_coco [03/14 03:11:01] ppdet.engine INFO: Epoch: [260] [ 0/610] learning_rate: 0.010408 loss_vfl: 0.885514 loss_bbox: 0.405925 loss_dfl: 0.397352 loss: 1.701694 eta: 5:35:28 batch_cost: 0.7036 data_cost: 0.0003 ips: 68.2230 images/s [03/14 03:11:20] ppdet.engine INFO: Epoch: [260] [ 20/610] learning_rate: 0.010391 loss_vfl: 0.891276 loss_bbox: 0.370397 loss_dfl: 0.385095 loss: 1.647126 eta: 5:35:11 batch_cost: 0.8285 data_cost: 0.0003 ips: 57.9356 images/s [03/14 03:11:39] ppdet.engine INFO: Epoch: [260] [ 40/610] learning_rate: 0.010375 loss_vfl: 0.833001 loss_bbox: 0.388152 loss_dfl: 0.370726 loss: 1.564335 eta: 5:34:55 batch_cost: 0.8418 data_cost: 0.0022 ips: 57.0236 images/s [03/14 03:11:58] ppdet.engine INFO: Epoch: [260] [ 60/610] learning_rate: 0.010358 loss_vfl: 0.888532 loss_bbox: 0.401708 loss_dfl: 0.388130 loss: 1.699991 eta: 5:34:38 batch_cost: 0.8803 data_cost: 0.0003 ips: 54.5261 images/s [03/14 03:12:17] ppdet.engine INFO: Epoch: [260] [ 80/610] learning_rate: 0.010341 loss_vfl: 0.854278 loss_bbox: 0.388652 loss_dfl: 0.385179 loss: 1.646308 eta: 5:34:22 batch_cost: 0.8306 data_cost: 0.0003 ips: 57.7904 images/s [03/14 03:12:34] ppdet.engine INFO: Epoch: [260] [100/610] learning_rate: 0.010324 loss_vfl: 0.844036 loss_bbox: 0.392739 loss_dfl: 0.393977 loss: 1.622572 eta: 5:34:05 batch_cost: 0.7814 data_cost: 0.0003 ips: 61.4245 images/s [03/14 03:12:51] ppdet.engine INFO: Epoch: [260] [120/610] learning_rate: 0.010308 loss_vfl: 0.903885 loss_bbox: 0.392643 loss_dfl: 0.402439 loss: 1.710157 eta: 5:33:48 batch_cost: 0.7595 data_cost: 0.0003 ips: 63.1957 images/s [03/14 03:13:10] ppdet.engine INFO: Epoch: [260] [140/610] learning_rate: 0.010291 loss_vfl: 0.880343 loss_bbox: 0.401983 loss_dfl: 0.397302 loss: 1.663523 eta: 5:33:32 batch_cost: 0.8153 data_cost: 0.0003 ips: 58.8705 images/s [03/14 03:13:28] ppdet.engine INFO: Epoch: [260] [160/610] learning_rate: 0.010274 loss_vfl: 0.887646 loss_bbox: 0.408532 loss_dfl: 0.399056 loss: 1.699856 eta: 5:33:15 batch_cost: 0.8275 data_cost: 0.0003 ips: 58.0078 images/s [03/14 03:13:47] ppdet.engine INFO: Epoch: [260] [180/610] learning_rate: 0.010257 loss_vfl: 0.895753 loss_bbox: 0.415796 loss_dfl: 0.404497 loss: 1.681579 eta: 5:32:59 batch_cost: 0.8162 data_cost: 0.0003 ips: 58.8077 images/s [03/14 03:14:05] ppdet.engine INFO: Epoch: [260] [200/610] learning_rate: 0.010241 loss_vfl: 0.883380 loss_bbox: 0.399748 loss_dfl: 0.399345 loss: 1.693198 eta: 5:32:42 batch_cost: 0.8168 data_cost: 0.0003 ips: 58.7675 images/s [03/14 03:14:24] ppdet.engine INFO: Epoch: [260] [220/610] learning_rate: 0.010224 loss_vfl: 0.925312 loss_bbox: 0.404880 loss_dfl: 0.408571 loss: 1.736472 eta: 5:32:26 batch_cost: 0.8505 data_cost: 0.0018 ips: 56.4355 images/s [03/14 03:14:43] ppdet.engine INFO: Epoch: [260] [240/610] learning_rate: 0.010207 loss_vfl: 0.930146 loss_bbox: 0.388875 loss_dfl: 0.404924 loss: 1.728780 eta: 5:32:09 batch_cost: 0.8160 data_cost: 0.0008 ips: 58.8242 images/s [03/14 03:15:01] ppdet.engine INFO: Epoch: [260] [260/610] learning_rate: 0.010191 loss_vfl: 0.916289 loss_bbox: 0.410050 loss_dfl: 0.409849 loss: 1.728146 eta: 5:31:53 batch_cost: 0.8368 data_cost: 0.0003 ips: 57.3615 images/s [03/14 03:15:19] ppdet.engine INFO: Epoch: [260] [280/610] learning_rate: 0.010174 loss_vfl: 0.897548 loss_bbox: 0.401198 loss_dfl: 0.396169 loss: 1.715165 eta: 5:31:36 batch_cost: 0.7622 data_cost: 0.0008 ips: 62.9723 images/s [03/14 03:15:38] ppdet.engine INFO: Epoch: [260] [300/610] learning_rate: 0.010157 loss_vfl: 0.933283 loss_bbox: 0.419672 loss_dfl: 0.407128 loss: 1.755277 eta: 5:31:20 batch_cost: 0.8511 data_cost: 0.0003 ips: 56.3960 images/s [03/14 03:15:56] ppdet.engine INFO: Epoch: [260] [320/610] learning_rate: 0.010141 loss_vfl: 0.892636 loss_bbox: 0.395087 loss_dfl: 0.402850 loss: 1.692110 eta: 5:31:03 batch_cost: 0.8127 data_cost: 0.0003 ips: 59.0642 images/s [03/14 03:16:14] ppdet.engine INFO: Epoch: [260] [340/610] learning_rate: 0.010124 loss_vfl: 0.884311 loss_bbox: 0.408137 loss_dfl: 0.391713 loss: 1.674323 eta: 5:30:47 batch_cost: 0.8211 data_cost: 0.0003 ips: 58.4561 images/s [03/14 03:16:33] ppdet.engine INFO: Epoch: [260] [360/610] learning_rate: 0.010108 loss_vfl: 0.909982 loss_bbox: 0.425368 loss_dfl: 0.412767 loss: 1.739801 eta: 5:30:30 batch_cost: 0.7852 data_cost: 0.0009 ips: 61.1332 images/s [03/14 03:16:51] ppdet.engine INFO: Epoch: [260] [380/610] learning_rate: 0.010091 loss_vfl: 0.908988 loss_bbox: 0.417453 loss_dfl: 0.406673 loss: 1.709999 eta: 5:30:14 batch_cost: 0.8065 data_cost: 0.0009 ips: 59.5168 images/s [03/14 03:17:09] ppdet.engine INFO: Epoch: [260] [400/610] learning_rate: 0.010075 loss_vfl: 0.899005 loss_bbox: 0.421017 loss_dfl: 0.415643 loss: 1.745243 eta: 5:29:57 batch_cost: 0.7910 data_cost: 0.0011 ips: 60.6805 images/s [03/14 03:17:28] ppdet.engine INFO: Epoch: [260] [420/610] learning_rate: 0.010058 loss_vfl: 0.896245 loss_bbox: 0.400858 loss_dfl: 0.401100 loss: 1.710515 eta: 5:29:41 batch_cost: 0.8726 data_cost: 0.0003 ips: 55.0054 images/s [03/14 03:17:46] ppdet.engine INFO: Epoch: [260] [440/610] learning_rate: 0.010041 loss_vfl: 0.943700 loss_bbox: 0.396850 loss_dfl: 0.408218 loss: 1.777375 eta: 5:29:24 batch_cost: 0.7524 data_cost: 0.0015 ips: 63.7963 images/s [03/14 03:18:02] ppdet.engine INFO: Epoch: [260] [460/610] learning_rate: 0.010025 loss_vfl: 0.898104 loss_bbox: 0.411761 loss_dfl: 0.402989 loss: 1.712063 eta: 5:29:07 batch_cost: 0.7504 data_cost: 0.0003 ips: 63.9678 images/s [03/14 03:18:21] ppdet.engine INFO: Epoch: [260] [480/610] learning_rate: 0.010008 loss_vfl: 0.903311 loss_bbox: 0.390978 loss_dfl: 0.395824 loss: 1.669121 eta: 5:28:51 batch_cost: 0.8334 data_cost: 0.0003 ips: 57.5970 images/s [03/14 03:18:39] ppdet.engine INFO: Epoch: [260] [500/610] learning_rate: 0.009992 loss_vfl: 0.899897 loss_bbox: 0.411820 loss_dfl: 0.396826 loss: 1.703839 eta: 5:28:34 batch_cost: 0.8010 data_cost: 0.0003 ips: 59.9265 images/s [03/14 03:18:57] ppdet.engine INFO: Epoch: [260] [520/610] learning_rate: 0.009975 loss_vfl: 0.897766 loss_bbox: 0.405251 loss_dfl: 0.398360 loss: 1.707811 eta: 5:28:18 batch_cost: 0.8160 data_cost: 0.0003 ips: 58.8261 images/s [03/14 03:19:15] ppdet.engine INFO: Epoch: [260] [540/610] learning_rate: 0.009959 loss_vfl: 0.912160 loss_bbox: 0.422993 loss_dfl: 0.427271 loss: 1.766016 eta: 5:28:01 batch_cost: 0.8173 data_cost: 0.0003 ips: 58.7283 images/s [03/14 03:19:33] ppdet.engine INFO: Epoch: [260] [560/610] learning_rate: 0.009943 loss_vfl: 0.859698 loss_bbox: 0.391964 loss_dfl: 0.379694 loss: 1.661500 eta: 5:27:45 batch_cost: 0.7813 data_cost: 0.0015 ips: 61.4326 images/s [03/14 03:19:51] ppdet.engine INFO: Epoch: [260] [580/610] learning_rate: 0.009926 loss_vfl: 0.920152 loss_bbox: 0.412748 loss_dfl: 0.416387 loss: 1.739804 eta: 5:27:28 batch_cost: 0.8187 data_cost: 0.0003 ips: 58.6330 images/s [03/14 03:20:09] ppdet.engine INFO: Epoch: [260] [600/610] learning_rate: 0.009910 loss_vfl: 0.890208 loss_bbox: 0.397031 loss_dfl: 0.403562 loss: 1.696978 eta: 5:27:11 batch_cost: 0.8067 data_cost: 0.0003 ips: 59.5030 images/s [03/14 03:20:24] ppdet.engine INFO: Epoch: [261] [ 0/610] learning_rate: 0.009901 loss_vfl: 0.908246 loss_bbox: 0.405719 loss_dfl: 0.416393 loss: 1.732823 eta: 5:27:04 batch_cost: 1.0653 data_cost: 0.3225 ips: 45.0597 images/s [03/14 03:20:45] ppdet.engine INFO: Epoch: [261] [ 20/610] learning_rate: 0.009885 loss_vfl: 0.860798 loss_bbox: 0.368901 loss_dfl: 0.373992 loss: 1.580298 eta: 5:26:48 batch_cost: 0.9186 data_cost: 0.0009 ips: 52.2541 images/s [03/14 03:21:04] ppdet.engine INFO: Epoch: [261] [ 40/610] learning_rate: 0.009869 loss_vfl: 0.856925 loss_bbox: 0.389437 loss_dfl: 0.397174 loss: 1.640365 eta: 5:26:31 batch_cost: 0.8196 data_cost: 0.0003 ips: 58.5670 images/s [03/14 03:21:22] ppdet.engine INFO: Epoch: [261] [ 60/610] learning_rate: 0.009852 loss_vfl: 0.918688 loss_bbox: 0.410568 loss_dfl: 0.394415 loss: 1.728570 eta: 5:26:15 batch_cost: 0.8554 data_cost: 0.0006 ips: 56.1145 images/s [03/14 03:21:41] ppdet.engine INFO: Epoch: [261] [ 80/610] learning_rate: 0.009836 loss_vfl: 0.885716 loss_bbox: 0.400313 loss_dfl: 0.410926 loss: 1.677228 eta: 5:25:58 batch_cost: 0.8181 data_cost: 0.0003 ips: 58.6712 images/s [03/14 03:21:59] ppdet.engine INFO: Epoch: [261] [100/610] learning_rate: 0.009820 loss_vfl: 0.856949 loss_bbox: 0.383739 loss_dfl: 0.382308 loss: 1.625622 eta: 5:25:42 batch_cost: 0.8338 data_cost: 0.0003 ips: 57.5667 images/s [03/14 03:22:17] ppdet.engine INFO: Epoch: [261] [120/610] learning_rate: 0.009803 loss_vfl: 0.871731 loss_bbox: 0.402036 loss_dfl: 0.390656 loss: 1.680745 eta: 5:25:25 batch_cost: 0.7729 data_cost: 0.0003 ips: 62.1056 images/s [03/14 03:22:35] ppdet.engine INFO: Epoch: [261] [140/610] learning_rate: 0.009787 loss_vfl: 0.894269 loss_bbox: 0.392675 loss_dfl: 0.403029 loss: 1.698218 eta: 5:25:09 batch_cost: 0.7854 data_cost: 0.0012 ips: 61.1190 images/s [03/14 03:22:53] ppdet.engine INFO: Epoch: [261] [160/610] learning_rate: 0.009771 loss_vfl: 0.916167 loss_bbox: 0.401625 loss_dfl: 0.404935 loss: 1.703809 eta: 5:24:52 batch_cost: 0.7821 data_cost: 0.0003 ips: 61.3703 images/s [03/14 03:23:11] ppdet.engine INFO: Epoch: [261] [180/610] learning_rate: 0.009754 loss_vfl: 0.893923 loss_bbox: 0.404567 loss_dfl: 0.393760 loss: 1.716693 eta: 5:24:35 batch_cost: 0.7687 data_cost: 0.0003 ips: 62.4450 images/s [03/14 03:23:28] ppdet.engine INFO: Epoch: [261] [200/610] learning_rate: 0.009738 loss_vfl: 0.879335 loss_bbox: 0.401356 loss_dfl: 0.396515 loss: 1.673626 eta: 5:24:19 batch_cost: 0.7932 data_cost: 0.0018 ips: 60.5125 images/s [03/14 03:23:47] ppdet.engine INFO: Epoch: [261] [220/610] learning_rate: 0.009722 loss_vfl: 0.906356 loss_bbox: 0.400943 loss_dfl: 0.401197 loss: 1.719201 eta: 5:24:02 batch_cost: 0.8339 data_cost: 0.0010 ips: 57.5603 images/s [03/14 03:24:05] ppdet.engine INFO: Epoch: [261] [240/610] learning_rate: 0.009705 loss_vfl: 0.856708 loss_bbox: 0.389737 loss_dfl: 0.388400 loss: 1.641877 eta: 5:23:46 batch_cost: 0.8282 data_cost: 0.0010 ips: 57.9556 images/s [03/14 03:24:24] ppdet.engine INFO: Epoch: [261] [260/610] learning_rate: 0.009689 loss_vfl: 0.952861 loss_bbox: 0.426199 loss_dfl: 0.430807 loss: 1.813956 eta: 5:23:29 batch_cost: 0.7856 data_cost: 0.0024 ips: 61.0997 images/s [03/14 03:24:42] ppdet.engine INFO: Epoch: [261] [280/610] learning_rate: 0.009673 loss_vfl: 0.853924 loss_bbox: 0.367976 loss_dfl: 0.380127 loss: 1.605259 eta: 5:23:13 batch_cost: 0.8079 data_cost: 0.0020 ips: 59.4107 images/s [03/14 03:25:00] ppdet.engine INFO: Epoch: [261] [300/610] learning_rate: 0.009657 loss_vfl: 0.894042 loss_bbox: 0.404971 loss_dfl: 0.414442 loss: 1.698857 eta: 5:22:56 batch_cost: 0.7893 data_cost: 0.0003 ips: 60.8143 images/s [03/14 03:25:18] ppdet.engine INFO: Epoch: [261] [320/610] learning_rate: 0.009640 loss_vfl: 0.899670 loss_bbox: 0.401657 loss_dfl: 0.410922 loss: 1.720965 eta: 5:22:39 batch_cost: 0.7959 data_cost: 0.0003 ips: 60.3104 images/s [03/14 03:25:37] ppdet.engine INFO: Epoch: [261] [340/610] learning_rate: 0.009624 loss_vfl: 0.878898 loss_bbox: 0.403386 loss_dfl: 0.391946 loss: 1.652249 eta: 5:22:23 batch_cost: 0.7971 data_cost: 0.0003 ips: 60.2207 images/s [03/14 03:25:57] ppdet.engine INFO: Epoch: [261] [360/610] learning_rate: 0.009608 loss_vfl: 0.846184 loss_bbox: 0.393769 loss_dfl: 0.393894 loss: 1.612454 eta: 5:22:06 batch_cost: 0.8547 data_cost: 0.0009 ips: 56.1617 images/s [03/14 03:26:15] ppdet.engine INFO: Epoch: [261] [380/610] learning_rate: 0.009592 loss_vfl: 0.901376 loss_bbox: 0.415812 loss_dfl: 0.413620 loss: 1.748736 eta: 5:21:50 batch_cost: 0.8028 data_cost: 0.0003 ips: 59.7939 images/s [03/14 03:26:33] ppdet.engine INFO: Epoch: [261] [400/610] learning_rate: 0.009576 loss_vfl: 0.896325 loss_bbox: 0.414219 loss_dfl: 0.404174 loss: 1.715335 eta: 5:21:33 batch_cost: 0.7995 data_cost: 0.0006 ips: 60.0374 images/s [03/14 03:26:51] ppdet.engine INFO: Epoch: [261] [420/610] learning_rate: 0.009560 loss_vfl: 0.894659 loss_bbox: 0.403115 loss_dfl: 0.407720 loss: 1.719093 eta: 5:21:17 batch_cost: 0.8190 data_cost: 0.0009 ips: 58.6085 images/s [03/14 03:27:10] ppdet.engine INFO: Epoch: [261] [440/610] learning_rate: 0.009543 loss_vfl: 0.892191 loss_bbox: 0.401009 loss_dfl: 0.400343 loss: 1.712342 eta: 5:21:00 batch_cost: 0.8518 data_cost: 0.0011 ips: 56.3540 images/s [03/14 03:27:28] ppdet.engine INFO: Epoch: [261] [460/610] learning_rate: 0.009527 loss_vfl: 0.874822 loss_bbox: 0.406529 loss_dfl: 0.392472 loss: 1.679824 eta: 5:20:44 batch_cost: 0.8003 data_cost: 0.0003 ips: 59.9793 images/s [03/14 03:27:47] ppdet.engine INFO: Epoch: [261] [480/610] learning_rate: 0.009511 loss_vfl: 0.877816 loss_bbox: 0.379634 loss_dfl: 0.383650 loss: 1.625278 eta: 5:20:27 batch_cost: 0.8529 data_cost: 0.0003 ips: 56.2769 images/s [03/14 03:28:06] ppdet.engine INFO: Epoch: [261] [500/610] learning_rate: 0.009495 loss_vfl: 0.929697 loss_bbox: 0.408230 loss_dfl: 0.404935 loss: 1.723140 eta: 5:20:11 batch_cost: 0.8448 data_cost: 0.0003 ips: 56.8202 images/s [03/14 03:28:24] ppdet.engine INFO: Epoch: [261] [520/610] learning_rate: 0.009479 loss_vfl: 0.893416 loss_bbox: 0.412618 loss_dfl: 0.400955 loss: 1.726986 eta: 5:19:54 batch_cost: 0.7819 data_cost: 0.0018 ips: 61.3914 images/s [03/14 03:28:41] ppdet.engine INFO: Epoch: [261] [540/610] learning_rate: 0.009463 loss_vfl: 0.880720 loss_bbox: 0.391045 loss_dfl: 0.401109 loss: 1.655729 eta: 5:19:38 batch_cost: 0.7708 data_cost: 0.0010 ips: 62.2755 images/s [03/14 03:28:59] ppdet.engine INFO: Epoch: [261] [560/610] learning_rate: 0.009447 loss_vfl: 0.895561 loss_bbox: 0.418589 loss_dfl: 0.403105 loss: 1.716872 eta: 5:19:21 batch_cost: 0.7942 data_cost: 0.0003 ips: 60.4384 images/s [03/14 03:29:17] ppdet.engine INFO: Epoch: [261] [580/610] learning_rate: 0.009431 loss_vfl: 0.900532 loss_bbox: 0.412696 loss_dfl: 0.401528 loss: 1.728784 eta: 5:19:04 batch_cost: 0.7862 data_cost: 0.0003 ips: 61.0524 images/s [03/14 03:29:34] ppdet.engine INFO: Epoch: [261] [600/610] learning_rate: 0.009415 loss_vfl: 0.908059 loss_bbox: 0.402511 loss_dfl: 0.405722 loss: 1.725584 eta: 5:18:48 batch_cost: 0.7922 data_cost: 0.0003 ips: 60.5924 images/s [03/14 03:29:49] ppdet.engine INFO: Epoch: [262] [ 0/610] learning_rate: 0.009407 loss_vfl: 0.826663 loss_bbox: 0.378543 loss_dfl: 0.372667 loss: 1.567803 eta: 5:18:40 batch_cost: 1.0041 data_cost: 0.1876 ips: 47.8050 images/s [03/14 03:30:08] ppdet.engine INFO: Epoch: [262] [ 20/610] learning_rate: 0.009391 loss_vfl: 0.868206 loss_bbox: 0.386784 loss_dfl: 0.394603 loss: 1.646062 eta: 5:18:24 batch_cost: 0.8357 data_cost: 0.0003 ips: 57.4351 images/s [03/14 03:30:27] ppdet.engine INFO: Epoch: [262] [ 40/610] learning_rate: 0.009375 loss_vfl: 0.928617 loss_bbox: 0.434340 loss_dfl: 0.424379 loss: 1.777831 eta: 5:18:07 batch_cost: 0.8433 data_cost: 0.0002 ips: 56.9205 images/s [03/14 03:30:46] ppdet.engine INFO: Epoch: [262] [ 60/610] learning_rate: 0.009359 loss_vfl: 0.878870 loss_bbox: 0.418817 loss_dfl: 0.408361 loss: 1.720529 eta: 5:17:51 batch_cost: 0.8229 data_cost: 0.0009 ips: 58.3272 images/s [03/14 03:31:03] ppdet.engine INFO: Epoch: [262] [ 80/610] learning_rate: 0.009343 loss_vfl: 0.901699 loss_bbox: 0.399670 loss_dfl: 0.400648 loss: 1.695450 eta: 5:17:34 batch_cost: 0.7747 data_cost: 0.0009 ips: 61.9616 images/s [03/14 03:31:21] ppdet.engine INFO: Epoch: [262] [100/610] learning_rate: 0.009327 loss_vfl: 0.888987 loss_bbox: 0.407514 loss_dfl: 0.401582 loss: 1.713069 eta: 5:17:18 batch_cost: 0.8428 data_cost: 0.0003 ips: 56.9543 images/s [03/14 03:31:40] ppdet.engine INFO: Epoch: [262] [120/610] learning_rate: 0.009311 loss_vfl: 0.877086 loss_bbox: 0.385830 loss_dfl: 0.382054 loss: 1.655808 eta: 5:17:01 batch_cost: 0.8177 data_cost: 0.0014 ips: 58.7031 images/s [03/14 03:31:58] ppdet.engine INFO: Epoch: [262] [140/610] learning_rate: 0.009295 loss_vfl: 0.903527 loss_bbox: 0.421144 loss_dfl: 0.406395 loss: 1.728173 eta: 5:16:45 batch_cost: 0.8319 data_cost: 0.0003 ips: 57.6995 images/s [03/14 03:32:16] ppdet.engine INFO: Epoch: [262] [160/610] learning_rate: 0.009279 loss_vfl: 0.930238 loss_bbox: 0.417667 loss_dfl: 0.411707 loss: 1.763070 eta: 5:16:28 batch_cost: 0.8142 data_cost: 0.0008 ips: 58.9546 images/s [03/14 03:32:35] ppdet.engine INFO: Epoch: [262] [180/610] learning_rate: 0.009263 loss_vfl: 0.878337 loss_bbox: 0.406384 loss_dfl: 0.398437 loss: 1.678445 eta: 5:16:12 batch_cost: 0.8634 data_cost: 0.0003 ips: 55.5973 images/s [03/14 03:32:53] ppdet.engine INFO: Epoch: [262] [200/610] learning_rate: 0.009247 loss_vfl: 0.867960 loss_bbox: 0.370485 loss_dfl: 0.387505 loss: 1.619532 eta: 5:15:55 batch_cost: 0.7986 data_cost: 0.0009 ips: 60.1050 images/s [03/14 03:33:12] ppdet.engine INFO: Epoch: [262] [220/610] learning_rate: 0.009231 loss_vfl: 0.888611 loss_bbox: 0.401258 loss_dfl: 0.403878 loss: 1.696408 eta: 5:15:39 batch_cost: 0.8347 data_cost: 0.0003 ips: 57.5035 images/s [03/14 03:33:29] ppdet.engine INFO: Epoch: [262] [240/610] learning_rate: 0.009216 loss_vfl: 0.878071 loss_bbox: 0.389403 loss_dfl: 0.394377 loss: 1.680450 eta: 5:15:22 batch_cost: 0.8010 data_cost: 0.0003 ips: 59.9246 images/s [03/14 03:33:48] ppdet.engine INFO: Epoch: [262] [260/610] learning_rate: 0.009200 loss_vfl: 0.849248 loss_bbox: 0.378970 loss_dfl: 0.384814 loss: 1.642930 eta: 5:15:06 batch_cost: 0.8248 data_cost: 0.0010 ips: 58.1964 images/s [03/14 03:34:06] ppdet.engine INFO: Epoch: [262] [280/610] learning_rate: 0.009184 loss_vfl: 0.907062 loss_bbox: 0.405464 loss_dfl: 0.407071 loss: 1.718351 eta: 5:14:49 batch_cost: 0.8519 data_cost: 0.0003 ips: 56.3433 images/s [03/14 03:34:24] ppdet.engine INFO: Epoch: [262] [300/610] learning_rate: 0.009168 loss_vfl: 0.931653 loss_bbox: 0.408547 loss_dfl: 0.404916 loss: 1.760448 eta: 5:14:33 batch_cost: 0.7625 data_cost: 0.0003 ips: 62.9531 images/s [03/14 03:34:42] ppdet.engine INFO: Epoch: [262] [320/610] learning_rate: 0.009152 loss_vfl: 0.923368 loss_bbox: 0.413945 loss_dfl: 0.409726 loss: 1.737792 eta: 5:14:16 batch_cost: 0.8326 data_cost: 0.0019 ips: 57.6505 images/s [03/14 03:35:00] ppdet.engine INFO: Epoch: [262] [340/610] learning_rate: 0.009136 loss_vfl: 0.926965 loss_bbox: 0.393132 loss_dfl: 0.413254 loss: 1.743708 eta: 5:14:00 batch_cost: 0.8164 data_cost: 0.0003 ips: 58.7929 images/s [03/14 03:35:18] ppdet.engine INFO: Epoch: [262] [360/610] learning_rate: 0.009121 loss_vfl: 0.899492 loss_bbox: 0.405313 loss_dfl: 0.405594 loss: 1.711900 eta: 5:13:43 batch_cost: 0.7977 data_cost: 0.0003 ips: 60.1693 images/s [03/14 03:35:36] ppdet.engine INFO: Epoch: [262] [380/610] learning_rate: 0.009105 loss_vfl: 0.867759 loss_bbox: 0.383310 loss_dfl: 0.394427 loss: 1.649994 eta: 5:13:26 batch_cost: 0.8126 data_cost: 0.0008 ips: 59.0676 images/s [03/14 03:35:55] ppdet.engine INFO: Epoch: [262] [400/610] learning_rate: 0.009089 loss_vfl: 0.873603 loss_bbox: 0.398019 loss_dfl: 0.390720 loss: 1.665479 eta: 5:13:10 batch_cost: 0.8077 data_cost: 0.0003 ips: 59.4275 images/s [03/14 03:36:12] ppdet.engine INFO: Epoch: [262] [420/610] learning_rate: 0.009073 loss_vfl: 0.953432 loss_bbox: 0.411079 loss_dfl: 0.419951 loss: 1.774121 eta: 5:12:53 batch_cost: 0.7994 data_cost: 0.0003 ips: 60.0483 images/s [03/14 03:36:29] ppdet.engine INFO: Epoch: [262] [440/610] learning_rate: 0.009058 loss_vfl: 0.874573 loss_bbox: 0.408886 loss_dfl: 0.392615 loss: 1.669977 eta: 5:12:37 batch_cost: 0.7512 data_cost: 0.0003 ips: 63.9011 images/s [03/14 03:36:47] ppdet.engine INFO: Epoch: [262] [460/610] learning_rate: 0.009042 loss_vfl: 0.861240 loss_bbox: 0.417742 loss_dfl: 0.407017 loss: 1.699541 eta: 5:12:20 batch_cost: 0.8138 data_cost: 0.0003 ips: 58.9805 images/s [03/14 03:37:05] ppdet.engine INFO: Epoch: [262] [480/610] learning_rate: 0.009026 loss_vfl: 0.912053 loss_bbox: 0.412167 loss_dfl: 0.400920 loss: 1.719599 eta: 5:12:03 batch_cost: 0.7918 data_cost: 0.0003 ips: 60.6205 images/s [03/14 03:37:22] ppdet.engine INFO: Epoch: [262] [500/610] learning_rate: 0.009010 loss_vfl: 0.872182 loss_bbox: 0.398595 loss_dfl: 0.392213 loss: 1.663604 eta: 5:11:47 batch_cost: 0.7693 data_cost: 0.0003 ips: 62.3928 images/s [03/14 03:37:40] ppdet.engine INFO: Epoch: [262] [520/610] learning_rate: 0.008995 loss_vfl: 0.928194 loss_bbox: 0.410358 loss_dfl: 0.407585 loss: 1.755800 eta: 5:11:30 batch_cost: 0.8134 data_cost: 0.0003 ips: 59.0121 images/s [03/14 03:37:58] ppdet.engine INFO: Epoch: [262] [540/610] learning_rate: 0.008979 loss_vfl: 0.877444 loss_bbox: 0.405069 loss_dfl: 0.400693 loss: 1.657850 eta: 5:11:14 batch_cost: 0.8167 data_cost: 0.0003 ips: 58.7756 images/s [03/14 03:38:17] ppdet.engine INFO: Epoch: [262] [560/610] learning_rate: 0.008963 loss_vfl: 0.898571 loss_bbox: 0.421962 loss_dfl: 0.406175 loss: 1.719752 eta: 5:10:57 batch_cost: 0.7850 data_cost: 0.0003 ips: 61.1464 images/s [03/14 03:38:35] ppdet.engine INFO: Epoch: [262] [580/610] learning_rate: 0.008948 loss_vfl: 0.857565 loss_bbox: 0.384004 loss_dfl: 0.388192 loss: 1.643357 eta: 5:10:41 batch_cost: 0.8281 data_cost: 0.0003 ips: 57.9631 images/s [03/14 03:38:54] ppdet.engine INFO: Epoch: [262] [600/610] learning_rate: 0.008932 loss_vfl: 0.906025 loss_bbox: 0.404431 loss_dfl: 0.410872 loss: 1.723392 eta: 5:10:24 batch_cost: 0.8209 data_cost: 0.0003 ips: 58.4742 images/s [03/14 03:39:08] ppdet.engine INFO: Epoch: [263] [ 0/610] learning_rate: 0.008924 loss_vfl: 0.896315 loss_bbox: 0.401606 loss_dfl: 0.404926 loss: 1.707269 eta: 5:10:16 batch_cost: 0.9928 data_cost: 0.2490 ips: 48.3493 images/s [03/14 03:39:28] ppdet.engine INFO: Epoch: [263] [ 20/610] learning_rate: 0.008909 loss_vfl: 0.931523 loss_bbox: 0.432784 loss_dfl: 0.426977 loss: 1.771656 eta: 5:10:00 batch_cost: 0.9042 data_cost: 0.0002 ips: 53.0827 images/s [03/14 03:39:45] ppdet.engine INFO: Epoch: [263] [ 40/610] learning_rate: 0.008893 loss_vfl: 0.849936 loss_bbox: 0.379329 loss_dfl: 0.369404 loss: 1.591877 eta: 5:09:44 batch_cost: 0.7815 data_cost: 0.0016 ips: 61.4238 images/s [03/14 03:40:03] ppdet.engine INFO: Epoch: [263] [ 60/610] learning_rate: 0.008878 loss_vfl: 0.844435 loss_bbox: 0.386134 loss_dfl: 0.385977 loss: 1.622856 eta: 5:09:27 batch_cost: 0.7649 data_cost: 0.0011 ips: 62.7545 images/s [03/14 03:40:21] ppdet.engine INFO: Epoch: [263] [ 80/610] learning_rate: 0.008862 loss_vfl: 0.907499 loss_bbox: 0.377407 loss_dfl: 0.389280 loss: 1.702644 eta: 5:09:10 batch_cost: 0.8356 data_cost: 0.0003 ips: 57.4443 images/s [03/14 03:40:40] ppdet.engine INFO: Epoch: [263] [100/610] learning_rate: 0.008846 loss_vfl: 0.906616 loss_bbox: 0.400991 loss_dfl: 0.405561 loss: 1.699627 eta: 5:08:54 batch_cost: 0.8327 data_cost: 0.0003 ips: 57.6463 images/s [03/14 03:40:59] ppdet.engine INFO: Epoch: [263] [120/610] learning_rate: 0.008831 loss_vfl: 0.876911 loss_bbox: 0.411209 loss_dfl: 0.406674 loss: 1.701132 eta: 5:08:37 batch_cost: 0.8351 data_cost: 0.0003 ips: 57.4810 images/s [03/14 03:41:16] ppdet.engine INFO: Epoch: [263] [140/610] learning_rate: 0.008815 loss_vfl: 0.889188 loss_bbox: 0.394089 loss_dfl: 0.395544 loss: 1.680950 eta: 5:08:21 batch_cost: 0.7970 data_cost: 0.0014 ips: 60.2223 images/s [03/14 03:41:34] ppdet.engine INFO: Epoch: [263] [160/610] learning_rate: 0.008800 loss_vfl: 0.897124 loss_bbox: 0.392240 loss_dfl: 0.395852 loss: 1.706695 eta: 5:08:04 batch_cost: 0.7725 data_cost: 0.0009 ips: 62.1383 images/s [03/14 03:41:52] ppdet.engine INFO: Epoch: [263] [180/610] learning_rate: 0.008784 loss_vfl: 0.854577 loss_bbox: 0.373253 loss_dfl: 0.364699 loss: 1.554162 eta: 5:07:48 batch_cost: 0.7758 data_cost: 0.0003 ips: 61.8747 images/s [03/14 03:42:09] ppdet.engine INFO: Epoch: [263] [200/610] learning_rate: 0.008769 loss_vfl: 0.842148 loss_bbox: 0.379229 loss_dfl: 0.374959 loss: 1.587771 eta: 5:07:31 batch_cost: 0.7754 data_cost: 0.0003 ips: 61.9037 images/s [03/14 03:42:28] ppdet.engine INFO: Epoch: [263] 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0.402847 loss: 1.703159 eta: 5:06:08 batch_cost: 0.8340 data_cost: 0.0003 ips: 57.5557 images/s [03/14 03:43:58] ppdet.engine INFO: Epoch: [263] [320/610] learning_rate: 0.008676 loss_vfl: 0.879966 loss_bbox: 0.396318 loss_dfl: 0.397833 loss: 1.667611 eta: 5:05:52 batch_cost: 0.8153 data_cost: 0.0003 ips: 58.8736 images/s [03/14 03:44:16] ppdet.engine INFO: Epoch: [263] [340/610] learning_rate: 0.008661 loss_vfl: 0.858905 loss_bbox: 0.367518 loss_dfl: 0.377193 loss: 1.620760 eta: 5:05:35 batch_cost: 0.7769 data_cost: 0.0010 ips: 61.7846 images/s [03/14 03:44:34] ppdet.engine INFO: Epoch: [263] [360/610] learning_rate: 0.008645 loss_vfl: 0.918063 loss_bbox: 0.432166 loss_dfl: 0.400757 loss: 1.727028 eta: 5:05:19 batch_cost: 0.8200 data_cost: 0.0010 ips: 58.5342 images/s [03/14 03:44:52] ppdet.engine INFO: Epoch: [263] [380/610] learning_rate: 0.008630 loss_vfl: 0.911135 loss_bbox: 0.403309 loss_dfl: 0.403375 loss: 1.695166 eta: 5:05:02 batch_cost: 0.8130 data_cost: 0.0003 ips: 59.0391 images/s [03/14 03:45:09] ppdet.engine INFO: Epoch: [263] [400/610] learning_rate: 0.008615 loss_vfl: 0.858508 loss_bbox: 0.394135 loss_dfl: 0.399084 loss: 1.665283 eta: 5:04:45 batch_cost: 0.7641 data_cost: 0.0009 ips: 62.8195 images/s [03/14 03:45:28] ppdet.engine INFO: Epoch: [263] [420/610] learning_rate: 0.008599 loss_vfl: 0.887686 loss_bbox: 0.413557 loss_dfl: 0.412605 loss: 1.731395 eta: 5:04:29 batch_cost: 0.8400 data_cost: 0.0003 ips: 57.1431 images/s [03/14 03:45:46] ppdet.engine INFO: Epoch: [263] [440/610] learning_rate: 0.008584 loss_vfl: 0.914587 loss_bbox: 0.410841 loss_dfl: 0.407151 loss: 1.728744 eta: 5:04:12 batch_cost: 0.8173 data_cost: 0.0014 ips: 58.7322 images/s [03/14 03:46:05] ppdet.engine INFO: Epoch: [263] [460/610] learning_rate: 0.008569 loss_vfl: 0.869283 loss_bbox: 0.396235 loss_dfl: 0.385330 loss: 1.634634 eta: 5:03:56 batch_cost: 0.8273 data_cost: 0.0003 ips: 58.0217 images/s [03/14 03:46:22] ppdet.engine INFO: Epoch: [263] [480/610] learning_rate: 0.008553 loss_vfl: 0.853129 loss_bbox: 0.392964 loss_dfl: 0.379177 loss: 1.641967 eta: 5:03:39 batch_cost: 0.7893 data_cost: 0.0003 ips: 60.8166 images/s [03/14 03:46:40] ppdet.engine INFO: Epoch: [263] [500/610] learning_rate: 0.008538 loss_vfl: 0.928089 loss_bbox: 0.422812 loss_dfl: 0.422214 loss: 1.785231 eta: 5:03:23 batch_cost: 0.8157 data_cost: 0.0003 ips: 58.8453 images/s [03/14 03:46:59] ppdet.engine INFO: Epoch: [263] [520/610] learning_rate: 0.008523 loss_vfl: 0.874529 loss_bbox: 0.399718 loss_dfl: 0.381654 loss: 1.653250 eta: 5:03:06 batch_cost: 0.8136 data_cost: 0.0003 ips: 58.9996 images/s [03/14 03:47:17] ppdet.engine INFO: Epoch: [263] [540/610] learning_rate: 0.008508 loss_vfl: 0.865117 loss_bbox: 0.388460 loss_dfl: 0.383721 loss: 1.636492 eta: 5:02:50 batch_cost: 0.8263 data_cost: 0.0003 ips: 58.0931 images/s [03/14 03:47:35] ppdet.engine INFO: Epoch: [263] [560/610] learning_rate: 0.008492 loss_vfl: 0.903019 loss_bbox: 0.408210 loss_dfl: 0.407074 loss: 1.735795 eta: 5:02:33 batch_cost: 0.8162 data_cost: 0.0003 ips: 58.8082 images/s [03/14 03:47:54] ppdet.engine INFO: Epoch: [263] [580/610] learning_rate: 0.008477 loss_vfl: 0.912475 loss_bbox: 0.399468 loss_dfl: 0.394941 loss: 1.683140 eta: 5:02:17 batch_cost: 0.8346 data_cost: 0.0003 ips: 57.5139 images/s [03/14 03:48:11] ppdet.engine INFO: Epoch: [263] [600/610] learning_rate: 0.008462 loss_vfl: 0.912018 loss_bbox: 0.401963 loss_dfl: 0.409230 loss: 1.733866 eta: 5:02:00 batch_cost: 0.7694 data_cost: 0.0006 ips: 62.3870 images/s [03/14 03:48:26] ppdet.engine INFO: Epoch: [264] [ 0/610] learning_rate: 0.008454 loss_vfl: 0.897706 loss_bbox: 0.404440 loss_dfl: 0.397269 loss: 1.683585 eta: 5:01:52 batch_cost: 1.0098 data_cost: 0.1949 ips: 47.5333 images/s [03/14 03:48:46] ppdet.engine INFO: Epoch: [264] [ 20/610] learning_rate: 0.008439 loss_vfl: 0.851919 loss_bbox: 0.385261 loss_dfl: 0.379060 loss: 1.636451 eta: 5:01:36 batch_cost: 0.9193 data_cost: 0.0004 ips: 52.2109 images/s [03/14 03:49:05] ppdet.engine INFO: Epoch: [264] [ 40/610] learning_rate: 0.008424 loss_vfl: 0.915557 loss_bbox: 0.417866 loss_dfl: 0.407068 loss: 1.721973 eta: 5:01:20 batch_cost: 0.7963 data_cost: 0.0003 ips: 60.2774 images/s [03/14 03:49:23] ppdet.engine INFO: Epoch: [264] [ 60/610] learning_rate: 0.008409 loss_vfl: 0.913179 loss_bbox: 0.409966 loss_dfl: 0.401491 loss: 1.693984 eta: 5:01:03 batch_cost: 0.8543 data_cost: 0.0003 ips: 56.1874 images/s [03/14 03:49:42] ppdet.engine INFO: Epoch: [264] [ 80/610] learning_rate: 0.008393 loss_vfl: 0.899109 loss_bbox: 0.397579 loss_dfl: 0.395912 loss: 1.668603 eta: 5:00:47 batch_cost: 0.8425 data_cost: 0.0003 ips: 56.9712 images/s [03/14 03:50:01] ppdet.engine INFO: Epoch: [264] [100/610] learning_rate: 0.008378 loss_vfl: 0.887351 loss_bbox: 0.400464 loss_dfl: 0.400312 loss: 1.678486 eta: 5:00:30 batch_cost: 0.8080 data_cost: 0.0003 ips: 59.4042 images/s [03/14 03:50:18] ppdet.engine INFO: Epoch: [264] [120/610] learning_rate: 0.008363 loss_vfl: 0.889819 loss_bbox: 0.401290 loss_dfl: 0.396908 loss: 1.695985 eta: 5:00:14 batch_cost: 0.7820 data_cost: 0.0018 ips: 61.3831 images/s [03/14 03:50:37] ppdet.engine INFO: Epoch: [264] [140/610] learning_rate: 0.008348 loss_vfl: 0.864448 loss_bbox: 0.391830 loss_dfl: 0.399774 loss: 1.632006 eta: 4:59:57 batch_cost: 0.8507 data_cost: 0.0003 ips: 56.4218 images/s [03/14 03:50:55] ppdet.engine INFO: Epoch: [264] [160/610] learning_rate: 0.008333 loss_vfl: 0.924072 loss_bbox: 0.411454 loss_dfl: 0.420316 loss: 1.750423 eta: 4:59:41 batch_cost: 0.8013 data_cost: 0.0003 ips: 59.8995 images/s [03/14 03:51:14] ppdet.engine INFO: Epoch: [264] [180/610] learning_rate: 0.008318 loss_vfl: 0.829131 loss_bbox: 0.380205 loss_dfl: 0.380457 loss: 1.601874 eta: 4:59:24 batch_cost: 0.8485 data_cost: 0.0003 ips: 56.5718 images/s [03/14 03:51:31] ppdet.engine INFO: Epoch: [264] [200/610] learning_rate: 0.008303 loss_vfl: 0.895739 loss_bbox: 0.397085 loss_dfl: 0.392604 loss: 1.693605 eta: 4:59:08 batch_cost: 0.7882 data_cost: 0.0003 ips: 60.8996 images/s [03/14 03:51:50] ppdet.engine INFO: Epoch: [264] [220/610] learning_rate: 0.008288 loss_vfl: 0.852811 loss_bbox: 0.376356 loss_dfl: 0.380431 loss: 1.633302 eta: 4:58:51 batch_cost: 0.8341 data_cost: 0.0003 ips: 57.5495 images/s [03/14 03:52:08] ppdet.engine INFO: Epoch: [264] [240/610] learning_rate: 0.008273 loss_vfl: 0.855600 loss_bbox: 0.371867 loss_dfl: 0.379842 loss: 1.602285 eta: 4:58:35 batch_cost: 0.8001 data_cost: 0.0003 ips: 59.9947 images/s [03/14 03:52:26] ppdet.engine INFO: Epoch: [264] [260/610] learning_rate: 0.008257 loss_vfl: 0.892124 loss_bbox: 0.399676 loss_dfl: 0.399029 loss: 1.686714 eta: 4:58:18 batch_cost: 0.8179 data_cost: 0.0003 ips: 58.6896 images/s [03/14 03:52:45] ppdet.engine INFO: Epoch: [264] [280/610] learning_rate: 0.008242 loss_vfl: 0.885790 loss_bbox: 0.390743 loss_dfl: 0.397366 loss: 1.675396 eta: 4:58:02 batch_cost: 0.8229 data_cost: 0.0003 ips: 58.3327 images/s [03/14 03:53:02] ppdet.engine INFO: Epoch: [264] [300/610] learning_rate: 0.008227 loss_vfl: 0.889484 loss_bbox: 0.386764 loss_dfl: 0.392348 loss: 1.681707 eta: 4:57:45 batch_cost: 0.7486 data_cost: 0.0003 ips: 64.1202 images/s [03/14 03:53:21] ppdet.engine INFO: Epoch: [264] [320/610] learning_rate: 0.008212 loss_vfl: 0.875938 loss_bbox: 0.387942 loss_dfl: 0.388391 loss: 1.631637 eta: 4:57:28 batch_cost: 0.8053 data_cost: 0.0004 ips: 59.6060 images/s [03/14 03:53:39] ppdet.engine INFO: Epoch: [264] [340/610] learning_rate: 0.008197 loss_vfl: 0.883537 loss_bbox: 0.388868 loss_dfl: 0.390071 loss: 1.671395 eta: 4:57:12 batch_cost: 0.8186 data_cost: 0.0003 ips: 58.6378 images/s [03/14 03:53:58] ppdet.engine INFO: Epoch: [264] [360/610] learning_rate: 0.008182 loss_vfl: 0.852542 loss_bbox: 0.389196 loss_dfl: 0.375935 loss: 1.605758 eta: 4:56:55 batch_cost: 0.8965 data_cost: 0.0003 ips: 53.5392 images/s [03/14 03:54:17] ppdet.engine INFO: Epoch: [264] [380/610] learning_rate: 0.008167 loss_vfl: 0.886471 loss_bbox: 0.402113 loss_dfl: 0.392973 loss: 1.675754 eta: 4:56:39 batch_cost: 0.8043 data_cost: 0.0003 ips: 59.6796 images/s [03/14 03:54:34] ppdet.engine INFO: Epoch: [264] [400/610] learning_rate: 0.008153 loss_vfl: 0.946620 loss_bbox: 0.416431 loss_dfl: 0.410605 loss: 1.797759 eta: 4:56:22 batch_cost: 0.7418 data_cost: 0.0009 ips: 64.7059 images/s [03/14 03:54:53] ppdet.engine INFO: Epoch: [264] [420/610] learning_rate: 0.008138 loss_vfl: 0.879087 loss_bbox: 0.409473 loss_dfl: 0.393915 loss: 1.683651 eta: 4:56:06 batch_cost: 0.8219 data_cost: 0.0004 ips: 58.3986 images/s [03/14 03:55:12] ppdet.engine INFO: Epoch: [264] [440/610] learning_rate: 0.008123 loss_vfl: 0.872448 loss_bbox: 0.385460 loss_dfl: 0.382353 loss: 1.623059 eta: 4:55:49 batch_cost: 0.8380 data_cost: 0.0003 ips: 57.2775 images/s [03/14 03:55:30] ppdet.engine INFO: Epoch: [264] [460/610] learning_rate: 0.008108 loss_vfl: 0.852132 loss_bbox: 0.387741 loss_dfl: 0.384670 loss: 1.604125 eta: 4:55:33 batch_cost: 0.7894 data_cost: 0.0003 ips: 60.8073 images/s [03/14 03:55:47] ppdet.engine INFO: Epoch: [264] [480/610] learning_rate: 0.008093 loss_vfl: 0.912309 loss_bbox: 0.401435 loss_dfl: 0.398496 loss: 1.723381 eta: 4:55:16 batch_cost: 0.7857 data_cost: 0.0003 ips: 61.0893 images/s [03/14 03:56:06] ppdet.engine INFO: Epoch: [264] [500/610] learning_rate: 0.008078 loss_vfl: 0.874978 loss_bbox: 0.392977 loss_dfl: 0.393993 loss: 1.673449 eta: 4:55:00 batch_cost: 0.8223 data_cost: 0.0003 ips: 58.3753 images/s [03/14 03:56:24] ppdet.engine INFO: Epoch: [264] [520/610] learning_rate: 0.008063 loss_vfl: 0.873061 loss_bbox: 0.389619 loss_dfl: 0.390754 loss: 1.640723 eta: 4:54:43 batch_cost: 0.7553 data_cost: 0.0003 ips: 63.5486 images/s [03/14 03:56:41] ppdet.engine INFO: Epoch: [264] [540/610] learning_rate: 0.008048 loss_vfl: 0.891871 loss_bbox: 0.393524 loss_dfl: 0.396209 loss: 1.668137 eta: 4:54:26 batch_cost: 0.7919 data_cost: 0.0008 ips: 60.6106 images/s [03/14 03:57:00] ppdet.engine INFO: Epoch: [264] [560/610] learning_rate: 0.008033 loss_vfl: 0.960651 loss_bbox: 0.421293 loss_dfl: 0.437668 loss: 1.819940 eta: 4:54:10 batch_cost: 0.8238 data_cost: 0.0003 ips: 58.2660 images/s [03/14 03:57:19] ppdet.engine INFO: Epoch: [264] [580/610] learning_rate: 0.008018 loss_vfl: 0.873255 loss_bbox: 0.411336 loss_dfl: 0.395365 loss: 1.660721 eta: 4:53:53 batch_cost: 0.8112 data_cost: 0.0003 ips: 59.1712 images/s [03/14 03:57:36] ppdet.engine INFO: Epoch: [264] [600/610] learning_rate: 0.008004 loss_vfl: 0.872441 loss_bbox: 0.397277 loss_dfl: 0.388786 loss: 1.625002 eta: 4:53:37 batch_cost: 0.7993 data_cost: 0.0003 ips: 60.0497 images/s [03/14 03:57:52] ppdet.engine INFO: Epoch: [265] [ 0/610] learning_rate: 0.007996 loss_vfl: 0.900710 loss_bbox: 0.409004 loss_dfl: 0.400245 loss: 1.718186 eta: 4:53:29 batch_cost: 1.0711 data_cost: 0.2630 ips: 44.8155 images/s [03/14 03:58:12] ppdet.engine INFO: Epoch: [265] [ 20/610] learning_rate: 0.007981 loss_vfl: 0.880867 loss_bbox: 0.398638 loss_dfl: 0.397695 loss: 1.671974 eta: 4:53:13 batch_cost: 0.8857 data_cost: 0.0003 ips: 54.1969 images/s [03/14 03:58:30] ppdet.engine INFO: Epoch: [265] [ 40/610] learning_rate: 0.007967 loss_vfl: 0.897717 loss_bbox: 0.417516 loss_dfl: 0.403878 loss: 1.724764 eta: 4:52:56 batch_cost: 0.7862 data_cost: 0.0008 ips: 61.0558 images/s [03/14 03:58:48] ppdet.engine INFO: Epoch: [265] [ 60/610] learning_rate: 0.007952 loss_vfl: 0.877689 loss_bbox: 0.410703 loss_dfl: 0.408508 loss: 1.683161 eta: 4:52:40 batch_cost: 0.8140 data_cost: 0.0014 ips: 58.9661 images/s [03/14 03:59:06] ppdet.engine INFO: Epoch: [265] [ 80/610] learning_rate: 0.007937 loss_vfl: 0.931836 loss_bbox: 0.413144 loss_dfl: 0.416078 loss: 1.769650 eta: 4:52:23 batch_cost: 0.8179 data_cost: 0.0012 ips: 58.6834 images/s [03/14 03:59:24] ppdet.engine INFO: Epoch: [265] [100/610] learning_rate: 0.007922 loss_vfl: 0.839981 loss_bbox: 0.373726 loss_dfl: 0.367952 loss: 1.588236 eta: 4:52:07 batch_cost: 0.8390 data_cost: 0.0012 ips: 57.2118 images/s [03/14 03:59:43] ppdet.engine INFO: Epoch: [265] [120/610] learning_rate: 0.007908 loss_vfl: 0.797391 loss_bbox: 0.352431 loss_dfl: 0.369402 loss: 1.518007 eta: 4:51:50 batch_cost: 0.7911 data_cost: 0.0008 ips: 60.6729 images/s [03/14 04:00:01] ppdet.engine INFO: Epoch: [265] [140/610] learning_rate: 0.007893 loss_vfl: 0.892184 loss_bbox: 0.412117 loss_dfl: 0.407293 loss: 1.700382 eta: 4:51:34 batch_cost: 0.8131 data_cost: 0.0003 ips: 59.0347 images/s [03/14 04:00:18] ppdet.engine INFO: Epoch: [265] [160/610] learning_rate: 0.007878 loss_vfl: 0.818592 loss_bbox: 0.369197 loss_dfl: 0.377050 loss: 1.572406 eta: 4:51:17 batch_cost: 0.7723 data_cost: 0.0003 ips: 62.1487 images/s [03/14 04:00:37] ppdet.engine INFO: Epoch: [265] [180/610] learning_rate: 0.007863 loss_vfl: 0.904428 loss_bbox: 0.421578 loss_dfl: 0.414066 loss: 1.760793 eta: 4:51:00 batch_cost: 0.8330 data_cost: 0.0016 ips: 57.6220 images/s [03/14 04:00:54] ppdet.engine INFO: Epoch: [265] [200/610] learning_rate: 0.007849 loss_vfl: 0.917560 loss_bbox: 0.416646 loss_dfl: 0.413890 loss: 1.746989 eta: 4:50:44 batch_cost: 0.7825 data_cost: 0.0003 ips: 61.3431 images/s [03/14 04:01:12] ppdet.engine INFO: Epoch: [265] [220/610] learning_rate: 0.007834 loss_vfl: 0.863126 loss_bbox: 0.390631 loss_dfl: 0.391373 loss: 1.660737 eta: 4:50:27 batch_cost: 0.8121 data_cost: 0.0003 ips: 59.1074 images/s [03/14 04:01:30] ppdet.engine INFO: Epoch: [265] [240/610] learning_rate: 0.007819 loss_vfl: 0.858833 loss_bbox: 0.391021 loss_dfl: 0.388041 loss: 1.635500 eta: 4:50:11 batch_cost: 0.8225 data_cost: 0.0003 ips: 58.3620 images/s [03/14 04:01:48] ppdet.engine INFO: Epoch: [265] [260/610] learning_rate: 0.007805 loss_vfl: 0.863578 loss_bbox: 0.376918 loss_dfl: 0.385536 loss: 1.612758 eta: 4:49:54 batch_cost: 0.8036 data_cost: 0.0016 ips: 59.7329 images/s [03/14 04:02:07] ppdet.engine INFO: Epoch: [265] [280/610] learning_rate: 0.007790 loss_vfl: 0.828662 loss_bbox: 0.378256 loss_dfl: 0.376935 loss: 1.573599 eta: 4:49:38 batch_cost: 0.8246 data_cost: 0.0003 ips: 58.2122 images/s [03/14 04:02:25] ppdet.engine INFO: Epoch: [265] [300/610] learning_rate: 0.007776 loss_vfl: 0.921030 loss_bbox: 0.416915 loss_dfl: 0.410615 loss: 1.754663 eta: 4:49:21 batch_cost: 0.7839 data_cost: 0.0003 ips: 61.2353 images/s [03/14 04:02:43] ppdet.engine INFO: Epoch: [265] [320/610] learning_rate: 0.007761 loss_vfl: 0.887032 loss_bbox: 0.398656 loss_dfl: 0.403638 loss: 1.680321 eta: 4:49:05 batch_cost: 0.8541 data_cost: 0.0003 ips: 56.1976 images/s [03/14 04:03:02] ppdet.engine INFO: Epoch: [265] [340/610] learning_rate: 0.007746 loss_vfl: 0.910254 loss_bbox: 0.417061 loss_dfl: 0.412149 loss: 1.751838 eta: 4:48:48 batch_cost: 0.8088 data_cost: 0.0015 ips: 59.3479 images/s [03/14 04:03:20] ppdet.engine INFO: Epoch: [265] [360/610] learning_rate: 0.007732 loss_vfl: 0.877402 loss_bbox: 0.375134 loss_dfl: 0.390096 loss: 1.650894 eta: 4:48:32 batch_cost: 0.8240 data_cost: 0.0003 ips: 58.2493 images/s [03/14 04:03:38] ppdet.engine INFO: Epoch: [265] 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0.405839 loss: 1.734134 eta: 4:47:09 batch_cost: 0.7456 data_cost: 0.0003 ips: 64.3785 images/s [03/14 04:05:09] ppdet.engine INFO: Epoch: [265] [480/610] learning_rate: 0.007645 loss_vfl: 0.868343 loss_bbox: 0.402775 loss_dfl: 0.384831 loss: 1.668941 eta: 4:46:52 batch_cost: 0.8343 data_cost: 0.0003 ips: 57.5298 images/s [03/14 04:05:28] ppdet.engine INFO: Epoch: [265] [500/610] learning_rate: 0.007630 loss_vfl: 0.882632 loss_bbox: 0.414127 loss_dfl: 0.394565 loss: 1.686090 eta: 4:46:36 batch_cost: 0.8186 data_cost: 0.0004 ips: 58.6336 images/s [03/14 04:05:46] ppdet.engine INFO: Epoch: [265] [520/610] learning_rate: 0.007616 loss_vfl: 0.852836 loss_bbox: 0.395854 loss_dfl: 0.395907 loss: 1.654342 eta: 4:46:19 batch_cost: 0.8407 data_cost: 0.0003 ips: 57.0980 images/s [03/14 04:06:04] ppdet.engine INFO: Epoch: [265] [540/610] learning_rate: 0.007601 loss_vfl: 0.878249 loss_bbox: 0.420231 loss_dfl: 0.401765 loss: 1.684584 eta: 4:46:03 batch_cost: 0.7872 data_cost: 0.0003 ips: 60.9730 images/s [03/14 04:06:21] ppdet.engine INFO: Epoch: [265] [560/610] learning_rate: 0.007587 loss_vfl: 0.846438 loss_bbox: 0.388029 loss_dfl: 0.377514 loss: 1.623281 eta: 4:45:46 batch_cost: 0.7858 data_cost: 0.0003 ips: 61.0812 images/s [03/14 04:06:40] ppdet.engine INFO: Epoch: [265] [580/610] learning_rate: 0.007572 loss_vfl: 0.858707 loss_bbox: 0.396891 loss_dfl: 0.392220 loss: 1.632170 eta: 4:45:30 batch_cost: 0.8237 data_cost: 0.0003 ips: 58.2739 images/s [03/14 04:06:57] ppdet.engine INFO: Epoch: [265] [600/610] learning_rate: 0.007558 loss_vfl: 0.896438 loss_bbox: 0.385043 loss_dfl: 0.397681 loss: 1.678966 eta: 4:45:13 batch_cost: 0.7413 data_cost: 0.0003 ips: 64.7554 images/s [03/14 04:07:12] ppdet.engine INFO: Epoch: [266] [ 0/610] learning_rate: 0.007551 loss_vfl: 0.904973 loss_bbox: 0.399886 loss_dfl: 0.410375 loss: 1.704834 eta: 4:45:05 batch_cost: 1.0253 data_cost: 0.2201 ips: 46.8173 images/s [03/14 04:07:32] ppdet.engine INFO: Epoch: [266] [ 20/610] learning_rate: 0.007536 loss_vfl: 0.904455 loss_bbox: 0.402541 loss_dfl: 0.398337 loss: 1.722248 eta: 4:44:49 batch_cost: 0.8733 data_cost: 0.0003 ips: 54.9651 images/s [03/14 04:07:50] ppdet.engine INFO: Epoch: [266] [ 40/610] learning_rate: 0.007522 loss_vfl: 0.863270 loss_bbox: 0.379077 loss_dfl: 0.389229 loss: 1.649457 eta: 4:44:32 batch_cost: 0.7764 data_cost: 0.0003 ips: 61.8207 images/s [03/14 04:08:09] ppdet.engine INFO: Epoch: [266] [ 60/610] learning_rate: 0.007507 loss_vfl: 0.841489 loss_bbox: 0.377583 loss_dfl: 0.370591 loss: 1.582548 eta: 4:44:16 batch_cost: 0.8573 data_cost: 0.0008 ips: 55.9871 images/s [03/14 04:08:27] ppdet.engine INFO: Epoch: [266] [ 80/610] learning_rate: 0.007493 loss_vfl: 0.877911 loss_bbox: 0.384662 loss_dfl: 0.398507 loss: 1.625298 eta: 4:43:59 batch_cost: 0.7813 data_cost: 0.0003 ips: 61.4374 images/s [03/14 04:08:45] ppdet.engine INFO: Epoch: [266] [100/610] learning_rate: 0.007479 loss_vfl: 0.943560 loss_bbox: 0.406431 loss_dfl: 0.411864 loss: 1.756787 eta: 4:43:43 batch_cost: 0.7666 data_cost: 0.0003 ips: 62.6177 images/s [03/14 04:09:03] ppdet.engine INFO: Epoch: [266] [120/610] learning_rate: 0.007464 loss_vfl: 0.848629 loss_bbox: 0.375674 loss_dfl: 0.386487 loss: 1.623862 eta: 4:43:26 batch_cost: 0.8181 data_cost: 0.0003 ips: 58.6760 images/s [03/14 04:09:20] ppdet.engine INFO: Epoch: [266] [140/610] learning_rate: 0.007450 loss_vfl: 0.851009 loss_bbox: 0.402776 loss_dfl: 0.401125 loss: 1.631170 eta: 4:43:10 batch_cost: 0.7933 data_cost: 0.0008 ips: 60.5061 images/s [03/14 04:09:38] ppdet.engine INFO: Epoch: [266] [160/610] learning_rate: 0.007436 loss_vfl: 0.919916 loss_bbox: 0.394740 loss_dfl: 0.399999 loss: 1.693718 eta: 4:42:53 batch_cost: 0.7607 data_cost: 0.0003 ips: 63.1019 images/s [03/14 04:09:55] ppdet.engine INFO: Epoch: [266] [180/610] learning_rate: 0.007422 loss_vfl: 0.868763 loss_bbox: 0.403673 loss_dfl: 0.393955 loss: 1.665419 eta: 4:42:36 batch_cost: 0.7934 data_cost: 0.0011 ips: 60.5002 images/s [03/14 04:10:13] ppdet.engine INFO: Epoch: [266] [200/610] learning_rate: 0.007407 loss_vfl: 0.874118 loss_bbox: 0.405568 loss_dfl: 0.398192 loss: 1.685204 eta: 4:42:20 batch_cost: 0.8171 data_cost: 0.0003 ips: 58.7468 images/s [03/14 04:10:31] ppdet.engine INFO: Epoch: [266] [220/610] learning_rate: 0.007393 loss_vfl: 0.915902 loss_bbox: 0.422338 loss_dfl: 0.404897 loss: 1.730321 eta: 4:42:03 batch_cost: 0.7838 data_cost: 0.0003 ips: 61.2416 images/s [03/14 04:10:49] ppdet.engine INFO: Epoch: [266] [240/610] learning_rate: 0.007379 loss_vfl: 0.890673 loss_bbox: 0.389814 loss_dfl: 0.392567 loss: 1.664293 eta: 4:41:47 batch_cost: 0.8313 data_cost: 0.0003 ips: 57.7430 images/s [03/14 04:11:08] ppdet.engine INFO: Epoch: [266] [260/610] learning_rate: 0.007364 loss_vfl: 0.881883 loss_bbox: 0.394677 loss_dfl: 0.387672 loss: 1.672319 eta: 4:41:30 batch_cost: 0.8299 data_cost: 0.0003 ips: 57.8355 images/s [03/14 04:11:26] ppdet.engine INFO: Epoch: [266] [280/610] learning_rate: 0.007350 loss_vfl: 0.919653 loss_bbox: 0.414680 loss_dfl: 0.402605 loss: 1.729415 eta: 4:41:14 batch_cost: 0.7735 data_cost: 0.0003 ips: 62.0579 images/s [03/14 04:11:43] ppdet.engine INFO: Epoch: [266] [300/610] learning_rate: 0.007336 loss_vfl: 0.887295 loss_bbox: 0.395319 loss_dfl: 0.389254 loss: 1.668930 eta: 4:40:57 batch_cost: 0.7383 data_cost: 0.0003 ips: 65.0100 images/s [03/14 04:12:01] ppdet.engine INFO: Epoch: [266] [320/610] learning_rate: 0.007322 loss_vfl: 0.866917 loss_bbox: 0.404712 loss_dfl: 0.396333 loss: 1.670633 eta: 4:40:41 batch_cost: 0.8158 data_cost: 0.0005 ips: 58.8388 images/s [03/14 04:12:19] ppdet.engine INFO: Epoch: [266] [340/610] learning_rate: 0.007308 loss_vfl: 0.882943 loss_bbox: 0.398370 loss_dfl: 0.403005 loss: 1.707834 eta: 4:40:24 batch_cost: 0.7954 data_cost: 0.0003 ips: 60.3443 images/s [03/14 04:12:38] ppdet.engine INFO: Epoch: [266] [360/610] learning_rate: 0.007293 loss_vfl: 0.907750 loss_bbox: 0.429078 loss_dfl: 0.415151 loss: 1.758224 eta: 4:40:07 batch_cost: 0.8298 data_cost: 0.0008 ips: 57.8475 images/s [03/14 04:12:56] ppdet.engine INFO: Epoch: [266] [380/610] learning_rate: 0.007279 loss_vfl: 0.836602 loss_bbox: 0.370165 loss_dfl: 0.369595 loss: 1.565876 eta: 4:39:51 batch_cost: 0.8023 data_cost: 0.0003 ips: 59.8255 images/s [03/14 04:13:13] ppdet.engine INFO: Epoch: [266] [400/610] learning_rate: 0.007265 loss_vfl: 0.899088 loss_bbox: 0.408746 loss_dfl: 0.403176 loss: 1.689246 eta: 4:39:34 batch_cost: 0.7748 data_cost: 0.0003 ips: 61.9542 images/s [03/14 04:13:31] ppdet.engine INFO: Epoch: [266] [420/610] learning_rate: 0.007251 loss_vfl: 0.859097 loss_bbox: 0.369153 loss_dfl: 0.377326 loss: 1.607732 eta: 4:39:18 batch_cost: 0.8242 data_cost: 0.0003 ips: 58.2407 images/s [03/14 04:13:50] ppdet.engine INFO: Epoch: [266] [440/610] learning_rate: 0.007237 loss_vfl: 0.908057 loss_bbox: 0.415675 loss_dfl: 0.392581 loss: 1.693882 eta: 4:39:01 batch_cost: 0.8069 data_cost: 0.0003 ips: 59.4834 images/s [03/14 04:14:08] ppdet.engine INFO: Epoch: [266] [460/610] learning_rate: 0.007223 loss_vfl: 0.879990 loss_bbox: 0.393257 loss_dfl: 0.389957 loss: 1.660228 eta: 4:38:45 batch_cost: 0.7933 data_cost: 0.0011 ips: 60.5056 images/s [03/14 04:14:26] ppdet.engine INFO: Epoch: [266] [480/610] learning_rate: 0.007209 loss_vfl: 0.897910 loss_bbox: 0.391805 loss_dfl: 0.395305 loss: 1.708353 eta: 4:38:28 batch_cost: 0.8051 data_cost: 0.0008 ips: 59.6228 images/s [03/14 04:14:45] ppdet.engine INFO: Epoch: [266] [500/610] learning_rate: 0.007195 loss_vfl: 0.895085 loss_bbox: 0.427656 loss_dfl: 0.411134 loss: 1.737402 eta: 4:38:12 batch_cost: 0.8125 data_cost: 0.0003 ips: 59.0741 images/s [03/14 04:15:03] ppdet.engine INFO: Epoch: [266] [520/610] learning_rate: 0.007181 loss_vfl: 0.915314 loss_bbox: 0.396230 loss_dfl: 0.403896 loss: 1.712259 eta: 4:37:55 batch_cost: 0.8077 data_cost: 0.0013 ips: 59.4286 images/s [03/14 04:15:21] ppdet.engine INFO: Epoch: [266] [540/610] learning_rate: 0.007166 loss_vfl: 0.928068 loss_bbox: 0.391586 loss_dfl: 0.412584 loss: 1.733975 eta: 4:37:39 batch_cost: 0.8059 data_cost: 0.0003 ips: 59.5591 images/s [03/14 04:15:39] ppdet.engine INFO: Epoch: [266] [560/610] learning_rate: 0.007152 loss_vfl: 0.907296 loss_bbox: 0.421758 loss_dfl: 0.412722 loss: 1.747310 eta: 4:37:22 batch_cost: 0.7969 data_cost: 0.0019 ips: 60.2357 images/s [03/14 04:15:57] ppdet.engine INFO: Epoch: [266] [580/610] learning_rate: 0.007138 loss_vfl: 0.890641 loss_bbox: 0.420261 loss_dfl: 0.419905 loss: 1.724999 eta: 4:37:05 batch_cost: 0.7954 data_cost: 0.0003 ips: 60.3473 images/s [03/14 04:16:14] ppdet.engine INFO: Epoch: [266] [600/610] learning_rate: 0.007124 loss_vfl: 0.892500 loss_bbox: 0.380657 loss_dfl: 0.399181 loss: 1.668763 eta: 4:36:49 batch_cost: 0.7839 data_cost: 0.0004 ips: 61.2304 images/s [03/14 04:16:28] ppdet.engine INFO: Epoch: [267] [ 0/610] learning_rate: 0.007117 loss_vfl: 0.884251 loss_bbox: 0.372254 loss_dfl: 0.380828 loss: 1.623850 eta: 4:36:41 batch_cost: 0.9417 data_cost: 0.1907 ips: 50.9691 images/s [03/14 04:16:49] ppdet.engine INFO: Epoch: [267] [ 20/610] learning_rate: 0.007103 loss_vfl: 0.895700 loss_bbox: 0.414100 loss_dfl: 0.407625 loss: 1.686608 eta: 4:36:25 batch_cost: 0.9045 data_cost: 0.0004 ips: 53.0676 images/s [03/14 04:17:06] ppdet.engine INFO: Epoch: [267] [ 40/610] learning_rate: 0.007089 loss_vfl: 0.884356 loss_bbox: 0.390176 loss_dfl: 0.382152 loss: 1.677429 eta: 4:36:08 batch_cost: 0.7806 data_cost: 0.0010 ips: 61.4875 images/s [03/14 04:17:24] ppdet.engine INFO: Epoch: [267] [ 60/610] learning_rate: 0.007075 loss_vfl: 0.866990 loss_bbox: 0.401893 loss_dfl: 0.394980 loss: 1.653260 eta: 4:35:52 batch_cost: 0.8255 data_cost: 0.0003 ips: 58.1453 images/s [03/14 04:17:42] ppdet.engine INFO: Epoch: [267] [ 80/610] learning_rate: 0.007061 loss_vfl: 0.864926 loss_bbox: 0.396963 loss_dfl: 0.382452 loss: 1.646432 eta: 4:35:35 batch_cost: 0.7922 data_cost: 0.0003 ips: 60.5931 images/s [03/14 04:18:00] ppdet.engine INFO: Epoch: [267] [100/610] learning_rate: 0.007048 loss_vfl: 0.910315 loss_bbox: 0.405316 loss_dfl: 0.411050 loss: 1.747703 eta: 4:35:18 batch_cost: 0.7863 data_cost: 0.0003 ips: 61.0465 images/s [03/14 04:18:18] ppdet.engine INFO: Epoch: [267] [120/610] learning_rate: 0.007034 loss_vfl: 0.890780 loss_bbox: 0.387653 loss_dfl: 0.396257 loss: 1.685707 eta: 4:35:02 batch_cost: 0.8160 data_cost: 0.0018 ips: 58.8204 images/s [03/14 04:18:36] ppdet.engine INFO: Epoch: [267] [140/610] learning_rate: 0.007020 loss_vfl: 0.897535 loss_bbox: 0.402172 loss_dfl: 0.391380 loss: 1.691711 eta: 4:34:45 batch_cost: 0.8182 data_cost: 0.0003 ips: 58.6644 images/s [03/14 04:18:54] ppdet.engine INFO: Epoch: [267] [160/610] learning_rate: 0.007006 loss_vfl: 0.898780 loss_bbox: 0.423938 loss_dfl: 0.413763 loss: 1.747122 eta: 4:34:29 batch_cost: 0.8297 data_cost: 0.0003 ips: 57.8514 images/s [03/14 04:19:12] ppdet.engine INFO: Epoch: [267] [180/610] learning_rate: 0.006992 loss_vfl: 0.918807 loss_bbox: 0.417449 loss_dfl: 0.403936 loss: 1.728856 eta: 4:34:12 batch_cost: 0.7962 data_cost: 0.0003 ips: 60.2897 images/s [03/14 04:19:30] ppdet.engine INFO: Epoch: [267] [200/610] learning_rate: 0.006978 loss_vfl: 0.889295 loss_bbox: 0.406265 loss_dfl: 0.412489 loss: 1.700938 eta: 4:33:56 batch_cost: 0.8103 data_cost: 0.0012 ips: 59.2340 images/s [03/14 04:19:48] ppdet.engine INFO: Epoch: [267] [220/610] learning_rate: 0.006964 loss_vfl: 0.887130 loss_bbox: 0.420673 loss_dfl: 0.408007 loss: 1.723811 eta: 4:33:39 batch_cost: 0.8056 data_cost: 0.0003 ips: 59.5804 images/s [03/14 04:20:07] ppdet.engine INFO: Epoch: [267] [240/610] learning_rate: 0.006950 loss_vfl: 0.866148 loss_bbox: 0.394309 loss_dfl: 0.393031 loss: 1.660386 eta: 4:33:23 batch_cost: 0.8451 data_cost: 0.0007 ips: 56.7993 images/s [03/14 04:20:25] ppdet.engine INFO: Epoch: [267] [260/610] learning_rate: 0.006937 loss_vfl: 0.909742 loss_bbox: 0.385834 loss_dfl: 0.393441 loss: 1.674532 eta: 4:33:06 batch_cost: 0.8220 data_cost: 0.0003 ips: 58.3977 images/s [03/14 04:20:44] ppdet.engine INFO: Epoch: [267] [280/610] learning_rate: 0.006923 loss_vfl: 0.900871 loss_bbox: 0.421207 loss_dfl: 0.419527 loss: 1.742342 eta: 4:32:50 batch_cost: 0.8415 data_cost: 0.0008 ips: 57.0441 images/s [03/14 04:21:03] ppdet.engine INFO: Epoch: [267] [300/610] learning_rate: 0.006909 loss_vfl: 0.918689 loss_bbox: 0.413219 loss_dfl: 0.414882 loss: 1.751012 eta: 4:32:33 batch_cost: 0.8425 data_cost: 0.0003 ips: 56.9762 images/s [03/14 04:21:20] ppdet.engine INFO: Epoch: [267] [320/610] learning_rate: 0.006895 loss_vfl: 0.867025 loss_bbox: 0.399760 loss_dfl: 0.403009 loss: 1.683021 eta: 4:32:17 batch_cost: 0.7803 data_cost: 0.0013 ips: 61.5126 images/s [03/14 04:21:39] ppdet.engine INFO: Epoch: [267] [340/610] learning_rate: 0.006881 loss_vfl: 0.866680 loss_bbox: 0.404912 loss_dfl: 0.395356 loss: 1.677444 eta: 4:32:00 batch_cost: 0.8438 data_cost: 0.0024 ips: 56.8871 images/s [03/14 04:21:58] ppdet.engine INFO: Epoch: [267] [360/610] learning_rate: 0.006868 loss_vfl: 0.847566 loss_bbox: 0.388617 loss_dfl: 0.380120 loss: 1.612103 eta: 4:31:44 batch_cost: 0.8223 data_cost: 0.0009 ips: 58.3747 images/s [03/14 04:22:15] ppdet.engine INFO: Epoch: [267] [380/610] learning_rate: 0.006854 loss_vfl: 0.894934 loss_bbox: 0.366468 loss_dfl: 0.388146 loss: 1.652165 eta: 4:31:27 batch_cost: 0.7962 data_cost: 0.0003 ips: 60.2897 images/s [03/14 04:22:34] ppdet.engine INFO: Epoch: [267] [400/610] learning_rate: 0.006840 loss_vfl: 0.860880 loss_bbox: 0.396458 loss_dfl: 0.391284 loss: 1.653045 eta: 4:31:11 batch_cost: 0.8202 data_cost: 0.0003 ips: 58.5250 images/s [03/14 04:22:52] ppdet.engine INFO: Epoch: [267] [420/610] learning_rate: 0.006826 loss_vfl: 0.910566 loss_bbox: 0.394608 loss_dfl: 0.398263 loss: 1.704513 eta: 4:30:54 batch_cost: 0.8114 data_cost: 0.0003 ips: 59.1539 images/s [03/14 04:23:10] ppdet.engine INFO: Epoch: [267] [440/610] learning_rate: 0.006813 loss_vfl: 0.855569 loss_bbox: 0.369226 loss_dfl: 0.372723 loss: 1.603627 eta: 4:30:38 batch_cost: 0.8325 data_cost: 0.0003 ips: 57.6568 images/s [03/14 04:23:27] ppdet.engine INFO: Epoch: [267] [460/610] learning_rate: 0.006799 loss_vfl: 0.896337 loss_bbox: 0.425220 loss_dfl: 0.415960 loss: 1.746967 eta: 4:30:21 batch_cost: 0.7300 data_cost: 0.0003 ips: 65.7529 images/s [03/14 04:23:46] ppdet.engine INFO: Epoch: [267] [480/610] learning_rate: 0.006785 loss_vfl: 0.876547 loss_bbox: 0.376965 loss_dfl: 0.388760 loss: 1.641749 eta: 4:30:05 batch_cost: 0.8137 data_cost: 0.0014 ips: 58.9887 images/s [03/14 04:24:04] ppdet.engine INFO: Epoch: [267] [500/610] learning_rate: 0.006772 loss_vfl: 0.926960 loss_bbox: 0.407577 loss_dfl: 0.406024 loss: 1.743536 eta: 4:29:48 batch_cost: 0.8373 data_cost: 0.0037 ips: 57.3246 images/s [03/14 04:24:23] ppdet.engine INFO: Epoch: [267] [520/610] learning_rate: 0.006758 loss_vfl: 0.853441 loss_bbox: 0.398815 loss_dfl: 0.384242 loss: 1.632071 eta: 4:29:32 batch_cost: 0.8475 data_cost: 0.0003 ips: 56.6381 images/s [03/14 04:24:41] ppdet.engine INFO: Epoch: [267] [540/610] learning_rate: 0.006744 loss_vfl: 0.840392 loss_bbox: 0.389598 loss_dfl: 0.385474 loss: 1.608765 eta: 4:29:15 batch_cost: 0.7900 data_cost: 0.0004 ips: 60.7603 images/s [03/14 04:25:00] ppdet.engine INFO: Epoch: [267] [560/610] learning_rate: 0.006731 loss_vfl: 0.867349 loss_bbox: 0.389648 loss_dfl: 0.391185 loss: 1.640338 eta: 4:28:59 batch_cost: 0.8341 data_cost: 0.0003 ips: 57.5490 images/s [03/14 04:25:18] ppdet.engine INFO: Epoch: [267] [580/610] learning_rate: 0.006717 loss_vfl: 0.919562 loss_bbox: 0.419296 loss_dfl: 0.421575 loss: 1.773436 eta: 4:28:42 batch_cost: 0.8298 data_cost: 0.0003 ips: 57.8465 images/s [03/14 04:25:36] ppdet.engine INFO: Epoch: [267] [600/610] learning_rate: 0.006703 loss_vfl: 0.892272 loss_bbox: 0.412786 loss_dfl: 0.394815 loss: 1.657938 eta: 4:28:26 batch_cost: 0.7630 data_cost: 0.0012 ips: 62.9119 images/s [03/14 04:25:50] ppdet.engine INFO: Epoch: [268] [ 0/610] learning_rate: 0.006697 loss_vfl: 0.896640 loss_bbox: 0.419667 loss_dfl: 0.393817 loss: 1.674606 eta: 4:28:18 batch_cost: 0.9600 data_cost: 0.2606 ips: 49.9985 images/s [03/14 04:26:10] ppdet.engine INFO: Epoch: [268] [ 20/610] learning_rate: 0.006683 loss_vfl: 0.871580 loss_bbox: 0.384698 loss_dfl: 0.389571 loss: 1.648701 eta: 4:28:01 batch_cost: 0.8806 data_cost: 0.0003 ips: 54.5082 images/s [03/14 04:26:28] ppdet.engine INFO: Epoch: [268] [ 40/610] learning_rate: 0.006669 loss_vfl: 0.904033 loss_bbox: 0.396657 loss_dfl: 0.389259 loss: 1.687666 eta: 4:27:45 batch_cost: 0.8159 data_cost: 0.0003 ips: 58.8337 images/s [03/14 04:26:46] ppdet.engine INFO: Epoch: [268] [ 60/610] learning_rate: 0.006656 loss_vfl: 0.854840 loss_bbox: 0.374414 loss_dfl: 0.383482 loss: 1.590699 eta: 4:27:28 batch_cost: 0.8035 data_cost: 0.0003 ips: 59.7376 images/s [03/14 04:27:04] ppdet.engine INFO: Epoch: [268] [ 80/610] learning_rate: 0.006642 loss_vfl: 0.918223 loss_bbox: 0.416529 loss_dfl: 0.421136 loss: 1.780052 eta: 4:27:12 batch_cost: 0.8299 data_cost: 0.0003 ips: 57.8380 images/s [03/14 04:27:21] ppdet.engine INFO: Epoch: [268] [100/610] learning_rate: 0.006629 loss_vfl: 0.874055 loss_bbox: 0.406439 loss_dfl: 0.401652 loss: 1.689719 eta: 4:26:55 batch_cost: 0.7520 data_cost: 0.0003 ips: 63.8314 images/s [03/14 04:27:40] ppdet.engine INFO: Epoch: [268] [120/610] learning_rate: 0.006615 loss_vfl: 0.898965 loss_bbox: 0.391864 loss_dfl: 0.393648 loss: 1.690821 eta: 4:26:39 batch_cost: 0.7969 data_cost: 0.0004 ips: 60.2366 images/s [03/14 04:27:57] ppdet.engine INFO: Epoch: [268] [140/610] learning_rate: 0.006602 loss_vfl: 0.863012 loss_bbox: 0.409917 loss_dfl: 0.396915 loss: 1.667374 eta: 4:26:22 batch_cost: 0.7814 data_cost: 0.0005 ips: 61.4268 images/s [03/14 04:28:16] ppdet.engine INFO: Epoch: [268] [160/610] learning_rate: 0.006588 loss_vfl: 0.894879 loss_bbox: 0.402044 loss_dfl: 0.401661 loss: 1.687229 eta: 4:26:06 batch_cost: 0.8533 data_cost: 0.0003 ips: 56.2499 images/s [03/14 04:28:35] ppdet.engine INFO: Epoch: [268] [180/610] learning_rate: 0.006575 loss_vfl: 0.886023 loss_bbox: 0.413431 loss_dfl: 0.405025 loss: 1.705133 eta: 4:25:49 batch_cost: 0.8510 data_cost: 0.0003 ips: 56.4049 images/s [03/14 04:28:54] ppdet.engine INFO: Epoch: [268] [200/610] learning_rate: 0.006561 loss_vfl: 0.875422 loss_bbox: 0.373957 loss_dfl: 0.395114 loss: 1.632807 eta: 4:25:33 batch_cost: 0.8306 data_cost: 0.0003 ips: 57.7915 images/s [03/14 04:29:12] ppdet.engine INFO: Epoch: [268] [220/610] learning_rate: 0.006548 loss_vfl: 0.877592 loss_bbox: 0.384637 loss_dfl: 0.381939 loss: 1.624385 eta: 4:25:16 batch_cost: 0.7650 data_cost: 0.0014 ips: 62.7447 images/s [03/14 04:29:30] ppdet.engine INFO: Epoch: [268] [240/610] learning_rate: 0.006534 loss_vfl: 0.908953 loss_bbox: 0.417047 loss_dfl: 0.415733 loss: 1.733710 eta: 4:25:00 batch_cost: 0.8385 data_cost: 0.0003 ips: 57.2453 images/s [03/14 04:29:48] ppdet.engine INFO: Epoch: [268] [260/610] learning_rate: 0.006521 loss_vfl: 0.912930 loss_bbox: 0.418909 loss_dfl: 0.400414 loss: 1.740319 eta: 4:24:43 batch_cost: 0.7919 data_cost: 0.0009 ips: 60.6173 images/s [03/14 04:30:07] ppdet.engine INFO: Epoch: [268] [280/610] learning_rate: 0.006508 loss_vfl: 0.891856 loss_bbox: 0.405915 loss_dfl: 0.406216 loss: 1.712340 eta: 4:24:27 batch_cost: 0.8283 data_cost: 0.0003 ips: 57.9507 images/s [03/14 04:30:25] ppdet.engine INFO: Epoch: [268] [300/610] learning_rate: 0.006494 loss_vfl: 0.908900 loss_bbox: 0.404054 loss_dfl: 0.404187 loss: 1.705726 eta: 4:24:10 batch_cost: 0.8528 data_cost: 0.0003 ips: 56.2840 images/s [03/14 04:30:44] ppdet.engine INFO: Epoch: [268] [320/610] learning_rate: 0.006481 loss_vfl: 0.897575 loss_bbox: 0.410644 loss_dfl: 0.397590 loss: 1.722159 eta: 4:23:54 batch_cost: 0.8040 data_cost: 0.0046 ips: 59.7038 images/s [03/14 04:31:02] ppdet.engine INFO: Epoch: [268] [340/610] learning_rate: 0.006467 loss_vfl: 0.926314 loss_bbox: 0.415168 loss_dfl: 0.419250 loss: 1.769914 eta: 4:23:37 batch_cost: 0.7880 data_cost: 0.0009 ips: 60.9108 images/s [03/14 04:31:19] ppdet.engine INFO: Epoch: [268] [360/610] learning_rate: 0.006454 loss_vfl: 0.880018 loss_bbox: 0.418609 loss_dfl: 0.399449 loss: 1.698260 eta: 4:23:20 batch_cost: 0.7998 data_cost: 0.0003 ips: 60.0118 images/s [03/14 04:31:37] ppdet.engine INFO: Epoch: [268] [380/610] learning_rate: 0.006441 loss_vfl: 0.849020 loss_bbox: 0.371151 loss_dfl: 0.378477 loss: 1.617928 eta: 4:23:04 batch_cost: 0.7701 data_cost: 0.0003 ips: 62.3293 images/s [03/14 04:31:55] ppdet.engine INFO: Epoch: [268] [400/610] learning_rate: 0.006427 loss_vfl: 0.916276 loss_bbox: 0.403247 loss_dfl: 0.397706 loss: 1.714554 eta: 4:22:47 batch_cost: 0.8346 data_cost: 0.0003 ips: 57.5140 images/s [03/14 04:32:14] ppdet.engine INFO: Epoch: [268] [420/610] learning_rate: 0.006414 loss_vfl: 0.929740 loss_bbox: 0.414548 loss_dfl: 0.407065 loss: 1.748009 eta: 4:22:31 batch_cost: 0.8341 data_cost: 0.0013 ips: 57.5447 images/s [03/14 04:32:32] ppdet.engine INFO: Epoch: [268] [440/610] learning_rate: 0.006401 loss_vfl: 0.873788 loss_bbox: 0.397022 loss_dfl: 0.399253 loss: 1.674599 eta: 4:22:14 batch_cost: 0.7954 data_cost: 0.0003 ips: 60.3464 images/s [03/14 04:32:49] ppdet.engine INFO: Epoch: [268] [460/610] learning_rate: 0.006387 loss_vfl: 0.876801 loss_bbox: 0.393722 loss_dfl: 0.392503 loss: 1.668459 eta: 4:21:58 batch_cost: 0.7850 data_cost: 0.0006 ips: 61.1483 images/s [03/14 04:33:08] ppdet.engine INFO: Epoch: [268] [480/610] learning_rate: 0.006374 loss_vfl: 0.921456 loss_bbox: 0.402360 loss_dfl: 0.412071 loss: 1.730328 eta: 4:21:41 batch_cost: 0.8228 data_cost: 0.0041 ips: 58.3352 images/s [03/14 04:33:27] ppdet.engine INFO: Epoch: [268] [500/610] learning_rate: 0.006361 loss_vfl: 0.869942 loss_bbox: 0.397381 loss_dfl: 0.382103 loss: 1.622484 eta: 4:21:25 batch_cost: 0.8709 data_cost: 0.0009 ips: 55.1172 images/s [03/14 04:33:46] ppdet.engine INFO: Epoch: [268] [520/610] learning_rate: 0.006348 loss_vfl: 0.856660 loss_bbox: 0.392090 loss_dfl: 0.381499 loss: 1.619164 eta: 4:21:08 batch_cost: 0.8048 data_cost: 0.0003 ips: 59.6393 images/s [03/14 04:34:04] ppdet.engine INFO: Epoch: [268] [540/610] learning_rate: 0.006334 loss_vfl: 0.880936 loss_bbox: 0.368576 loss_dfl: 0.387363 loss: 1.615228 eta: 4:20:52 batch_cost: 0.8049 data_cost: 0.0003 ips: 59.6379 images/s [03/14 04:34:23] ppdet.engine INFO: Epoch: [268] [560/610] learning_rate: 0.006321 loss_vfl: 0.890285 loss_bbox: 0.436946 loss_dfl: 0.411209 loss: 1.714701 eta: 4:20:35 batch_cost: 0.8301 data_cost: 0.0017 ips: 57.8227 images/s [03/14 04:34:41] ppdet.engine INFO: Epoch: [268] [580/610] learning_rate: 0.006308 loss_vfl: 0.916217 loss_bbox: 0.384740 loss_dfl: 0.403816 loss: 1.708537 eta: 4:20:19 batch_cost: 0.7929 data_cost: 0.0022 ips: 60.5391 images/s [03/14 04:34:59] ppdet.engine INFO: Epoch: [268] [600/610] learning_rate: 0.006295 loss_vfl: 0.906616 loss_bbox: 0.411631 loss_dfl: 0.411643 loss: 1.738909 eta: 4:20:02 batch_cost: 0.7870 data_cost: 0.0004 ips: 60.9887 images/s [03/14 04:35:13] ppdet.engine INFO: Epoch: [269] [ 0/610] learning_rate: 0.006288 loss_vfl: 0.883408 loss_bbox: 0.402814 loss_dfl: 0.406725 loss: 1.692553 eta: 4:19:54 batch_cost: 1.0207 data_cost: 0.2942 ips: 47.0249 images/s [03/14 04:35:33] ppdet.engine INFO: Epoch: [269] [ 20/610] learning_rate: 0.006275 loss_vfl: 0.862281 loss_bbox: 0.399786 loss_dfl: 0.392878 loss: 1.655389 eta: 4:19:38 batch_cost: 0.8700 data_cost: 0.0003 ips: 55.1750 images/s [03/14 04:35:52] ppdet.engine INFO: Epoch: [269] [ 40/610] learning_rate: 0.006262 loss_vfl: 0.873873 loss_bbox: 0.398872 loss_dfl: 0.401159 loss: 1.671133 eta: 4:19:22 batch_cost: 0.8796 data_cost: 0.0051 ips: 54.5705 images/s [03/14 04:36:10] ppdet.engine INFO: Epoch: [269] [ 60/610] learning_rate: 0.006249 loss_vfl: 0.891714 loss_bbox: 0.376253 loss_dfl: 0.387838 loss: 1.650590 eta: 4:19:05 batch_cost: 0.8021 data_cost: 0.0003 ips: 59.8419 images/s [03/14 04:36:29] ppdet.engine INFO: Epoch: [269] [ 80/610] learning_rate: 0.006236 loss_vfl: 0.868640 loss_bbox: 0.396575 loss_dfl: 0.401486 loss: 1.670497 eta: 4:18:49 batch_cost: 0.8232 data_cost: 0.0003 ips: 58.3125 images/s [03/14 04:36:48] ppdet.engine INFO: Epoch: [269] [100/610] learning_rate: 0.006222 loss_vfl: 0.866944 loss_bbox: 0.392128 loss_dfl: 0.389603 loss: 1.620307 eta: 4:18:32 batch_cost: 0.8536 data_cost: 0.0003 ips: 56.2328 images/s [03/14 04:37:05] ppdet.engine INFO: Epoch: [269] [120/610] learning_rate: 0.006209 loss_vfl: 0.840797 loss_bbox: 0.384291 loss_dfl: 0.382689 loss: 1.619854 eta: 4:18:16 batch_cost: 0.8083 data_cost: 0.0003 ips: 59.3826 images/s [03/14 04:37:24] ppdet.engine INFO: Epoch: [269] [140/610] learning_rate: 0.006196 loss_vfl: 0.880982 loss_bbox: 0.404363 loss_dfl: 0.394108 loss: 1.683936 eta: 4:17:59 batch_cost: 0.8216 data_cost: 0.0013 ips: 58.4224 images/s [03/14 04:37:42] ppdet.engine INFO: Epoch: [269] [160/610] learning_rate: 0.006183 loss_vfl: 0.900499 loss_bbox: 0.397816 loss_dfl: 0.397476 loss: 1.700820 eta: 4:17:43 batch_cost: 0.8198 data_cost: 0.0003 ips: 58.5496 images/s [03/14 04:38:00] ppdet.engine INFO: Epoch: [269] [180/610] learning_rate: 0.006170 loss_vfl: 0.877680 loss_bbox: 0.387187 loss_dfl: 0.390797 loss: 1.655774 eta: 4:17:26 batch_cost: 0.7904 data_cost: 0.0010 ips: 60.7308 images/s [03/14 04:38:18] ppdet.engine INFO: Epoch: [269] [200/610] learning_rate: 0.006157 loss_vfl: 0.871917 loss_bbox: 0.403250 loss_dfl: 0.373033 loss: 1.635247 eta: 4:17:09 batch_cost: 0.7776 data_cost: 0.0004 ips: 61.7245 images/s [03/14 04:38:36] ppdet.engine INFO: Epoch: [269] [220/610] learning_rate: 0.006144 loss_vfl: 0.885589 loss_bbox: 0.394075 loss_dfl: 0.406756 loss: 1.705598 eta: 4:16:53 batch_cost: 0.8017 data_cost: 0.0003 ips: 59.8748 images/s [03/14 04:38:55] ppdet.engine INFO: Epoch: [269] [240/610] learning_rate: 0.006131 loss_vfl: 0.847945 loss_bbox: 0.390812 loss_dfl: 0.386684 loss: 1.607020 eta: 4:16:36 batch_cost: 0.8274 data_cost: 0.0010 ips: 58.0134 images/s [03/14 04:39:12] ppdet.engine INFO: Epoch: [269] [260/610] learning_rate: 0.006118 loss_vfl: 0.900731 loss_bbox: 0.400826 loss_dfl: 0.399463 loss: 1.691504 eta: 4:16:20 batch_cost: 0.7683 data_cost: 0.0010 ips: 62.4755 images/s [03/14 04:39:31] ppdet.engine INFO: Epoch: [269] [280/610] learning_rate: 0.006105 loss_vfl: 0.911997 loss_bbox: 0.414688 loss_dfl: 0.408326 loss: 1.714644 eta: 4:16:03 batch_cost: 0.8582 data_cost: 0.0003 ips: 55.9294 images/s [03/14 04:39:49] ppdet.engine INFO: Epoch: [269] [300/610] learning_rate: 0.006092 loss_vfl: 0.903026 loss_bbox: 0.418953 loss_dfl: 0.406650 loss: 1.721178 eta: 4:15:47 batch_cost: 0.8141 data_cost: 0.0003 ips: 58.9620 images/s [03/14 04:40:07] ppdet.engine INFO: Epoch: [269] [320/610] learning_rate: 0.006079 loss_vfl: 0.851731 loss_bbox: 0.371155 loss_dfl: 0.373026 loss: 1.597533 eta: 4:15:30 batch_cost: 0.7788 data_cost: 0.0004 ips: 61.6350 images/s [03/14 04:40:25] ppdet.engine INFO: Epoch: [269] [340/610] learning_rate: 0.006066 loss_vfl: 0.905305 loss_bbox: 0.400134 loss_dfl: 0.401173 loss: 1.703333 eta: 4:15:14 batch_cost: 0.7837 data_cost: 0.0005 ips: 61.2471 images/s [03/14 04:40:43] ppdet.engine INFO: Epoch: [269] [360/610] learning_rate: 0.006053 loss_vfl: 0.882959 loss_bbox: 0.400618 loss_dfl: 0.401020 loss: 1.680801 eta: 4:14:57 batch_cost: 0.8270 data_cost: 0.0009 ips: 58.0431 images/s [03/14 04:41:01] ppdet.engine INFO: Epoch: [269] [380/610] learning_rate: 0.006040 loss_vfl: 0.896999 loss_bbox: 0.395910 loss_dfl: 0.400485 loss: 1.693252 eta: 4:14:41 batch_cost: 0.7919 data_cost: 0.0005 ips: 60.6136 images/s [03/14 04:41:19] ppdet.engine INFO: Epoch: [269] [400/610] learning_rate: 0.006027 loss_vfl: 0.845406 loss_bbox: 0.382660 loss_dfl: 0.388362 loss: 1.630311 eta: 4:14:24 batch_cost: 0.8180 data_cost: 0.0003 ips: 58.6767 images/s [03/14 04:41:38] ppdet.engine INFO: Epoch: [269] [420/610] learning_rate: 0.006014 loss_vfl: 0.878638 loss_bbox: 0.400889 loss_dfl: 0.400978 loss: 1.708056 eta: 4:14:08 batch_cost: 0.8546 data_cost: 0.0003 ips: 56.1664 images/s [03/14 04:41:57] ppdet.engine INFO: Epoch: [269] [440/610] learning_rate: 0.006001 loss_vfl: 0.882862 loss_bbox: 0.394985 loss_dfl: 0.396186 loss: 1.675369 eta: 4:13:51 batch_cost: 0.8701 data_cost: 0.0021 ips: 55.1671 images/s [03/14 04:42:16] ppdet.engine INFO: Epoch: [269] [460/610] learning_rate: 0.005989 loss_vfl: 0.925940 loss_bbox: 0.423038 loss_dfl: 0.411033 loss: 1.740702 eta: 4:13:35 batch_cost: 0.8083 data_cost: 0.0020 ips: 59.3820 images/s [03/14 04:42:34] ppdet.engine INFO: Epoch: [269] [480/610] learning_rate: 0.005976 loss_vfl: 0.862514 loss_bbox: 0.408313 loss_dfl: 0.401883 loss: 1.664771 eta: 4:13:18 batch_cost: 0.8077 data_cost: 0.0004 ips: 59.4300 images/s [03/14 04:42:51] ppdet.engine INFO: Epoch: [269] [500/610] learning_rate: 0.005963 loss_vfl: 0.935336 loss_bbox: 0.433362 loss_dfl: 0.414919 loss: 1.768957 eta: 4:13:02 batch_cost: 0.7526 data_cost: 0.0003 ips: 63.7781 images/s [03/14 04:43:10] ppdet.engine INFO: Epoch: [269] [520/610] learning_rate: 0.005950 loss_vfl: 0.854939 loss_bbox: 0.406503 loss_dfl: 0.397921 loss: 1.676171 eta: 4:12:45 batch_cost: 0.8245 data_cost: 0.0003 ips: 58.2150 images/s [03/14 04:43:27] ppdet.engine INFO: Epoch: [269] [540/610] learning_rate: 0.005937 loss_vfl: 0.885878 loss_bbox: 0.388587 loss_dfl: 0.399871 loss: 1.653542 eta: 4:12:28 batch_cost: 0.7866 data_cost: 0.0014 ips: 61.0224 images/s [03/14 04:43:44] ppdet.engine INFO: Epoch: [269] [560/610] learning_rate: 0.005924 loss_vfl: 0.871296 loss_bbox: 0.397276 loss_dfl: 0.401800 loss: 1.642712 eta: 4:12:12 batch_cost: 0.7709 data_cost: 0.0004 ips: 62.2631 images/s [03/14 04:44:03] ppdet.engine INFO: Epoch: [269] [580/610] learning_rate: 0.005912 loss_vfl: 0.890003 loss_bbox: 0.406023 loss_dfl: 0.413550 loss: 1.724652 eta: 4:11:55 batch_cost: 0.8256 data_cost: 0.0007 ips: 58.1371 images/s [03/14 04:44:21] ppdet.engine INFO: Epoch: [269] [600/610] learning_rate: 0.005899 loss_vfl: 0.912877 loss_bbox: 0.414569 loss_dfl: 0.424727 loss: 1.784561 eta: 4:11:39 batch_cost: 0.8087 data_cost: 0.0005 ips: 59.3562 images/s [03/14 04:44:29] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_s_416_coco [03/14 04:44:29] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_s_416_coco [03/14 04:44:29] ppdet.engine INFO: Eval iter: 0 [03/14 04:44:46] ppdet.engine INFO: Eval iter: 100 [03/14 04:44:55] ppdet.engine INFO: Eval iter: 200 [03/14 04:45:05] ppdet.engine INFO: Eval iter: 300 [03/14 04:45:15] ppdet.engine INFO: Eval iter: 400 [03/14 04:45:24] ppdet.engine INFO: Eval iter: 500 [03/14 04:45:34] ppdet.engine INFO: Eval iter: 600 [03/14 04:45:50] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json. loading annotations into memory... Done (t=0.65s) creating index... index created! [03/14 04:45:51] ppdet.metrics.coco_utils INFO: Start evaluate... Loading and preparing results... DONE (t=4.78s) creating index... index created! Running per image evaluation... Evaluate annotation type *bbox* DONE (t=94.87s). Accumulating evaluation results... DONE (t=17.53s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.324 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.476 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.342 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.116 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.345 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 ] = 0.287 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.455 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.484 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.210 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.544 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.739 [03/14 04:47:50] ppdet.engine INFO: Total sample number: 4952, averge FPS: 73.05458115455144 [03/14 04:47:50] ppdet.engine INFO: Best test bbox ap is 0.325. [03/14 04:47:51] ppdet.engine INFO: Epoch: [270] [ 0/610] learning_rate: 0.005892 loss_vfl: 0.937096 loss_bbox: 0.439219 loss_dfl: 0.430866 loss: 1.807312 eta: 4:11:30 batch_cost: 0.6974 data_cost: 0.0004 ips: 68.8302 images/s [03/14 04:48:10] ppdet.engine INFO: Epoch: [270] [ 20/610] learning_rate: 0.005880 loss_vfl: 0.881752 loss_bbox: 0.391803 loss_dfl: 0.377998 loss: 1.645235 eta: 4:11:14 batch_cost: 0.7892 data_cost: 0.0003 ips: 60.8205 images/s [03/14 04:48:28] ppdet.engine INFO: Epoch: [270] [ 40/610] learning_rate: 0.005867 loss_vfl: 0.912806 loss_bbox: 0.375009 loss_dfl: 0.388007 loss: 1.655367 eta: 4:10:57 batch_cost: 0.8310 data_cost: 0.0003 ips: 57.7594 images/s [03/14 04:48:46] ppdet.engine INFO: Epoch: [270] [ 60/610] learning_rate: 0.005854 loss_vfl: 0.874981 loss_bbox: 0.395357 loss_dfl: 0.400080 loss: 1.669858 eta: 4:10:41 batch_cost: 0.7697 data_cost: 0.0020 ips: 62.3589 images/s [03/14 04:49:03] ppdet.engine INFO: Epoch: [270] [ 80/610] learning_rate: 0.005841 loss_vfl: 0.854691 loss_bbox: 0.372106 loss_dfl: 0.375936 loss: 1.616003 eta: 4:10:24 batch_cost: 0.7583 data_cost: 0.0003 ips: 63.3005 images/s [03/14 04:49:21] ppdet.engine INFO: Epoch: [270] [100/610] learning_rate: 0.005829 loss_vfl: 0.820189 loss_bbox: 0.384251 loss_dfl: 0.381780 loss: 1.580493 eta: 4:10:07 batch_cost: 0.7849 data_cost: 0.0010 ips: 61.1574 images/s [03/14 04:49:39] ppdet.engine INFO: Epoch: [270] [120/610] learning_rate: 0.005816 loss_vfl: 0.881953 loss_bbox: 0.409000 loss_dfl: 0.412255 loss: 1.692369 eta: 4:09:51 batch_cost: 0.7989 data_cost: 0.0003 ips: 60.0826 images/s [03/14 04:49:58] ppdet.engine INFO: Epoch: [270] [140/610] learning_rate: 0.005803 loss_vfl: 0.912147 loss_bbox: 0.393630 loss_dfl: 0.394702 loss: 1.705769 eta: 4:09:34 batch_cost: 0.8355 data_cost: 0.0009 ips: 57.4528 images/s [03/14 04:50:16] ppdet.engine INFO: Epoch: [270] [160/610] learning_rate: 0.005791 loss_vfl: 0.954182 loss_bbox: 0.429598 loss_dfl: 0.413440 loss: 1.795383 eta: 4:09:18 batch_cost: 0.8554 data_cost: 0.0003 ips: 56.1128 images/s [03/14 04:50:35] ppdet.engine INFO: Epoch: [270] [180/610] learning_rate: 0.005778 loss_vfl: 0.845086 loss_bbox: 0.377717 loss_dfl: 0.370802 loss: 1.593524 eta: 4:09:02 batch_cost: 0.8200 data_cost: 0.0010 ips: 58.5383 images/s [03/14 04:50:53] ppdet.engine INFO: Epoch: [270] [200/610] learning_rate: 0.005765 loss_vfl: 0.860456 loss_bbox: 0.393847 loss_dfl: 0.386709 loss: 1.648566 eta: 4:08:45 batch_cost: 0.8106 data_cost: 0.0003 ips: 59.2188 images/s [03/14 04:51:11] ppdet.engine INFO: Epoch: [270] [220/610] learning_rate: 0.005753 loss_vfl: 0.871014 loss_bbox: 0.392770 loss_dfl: 0.400316 loss: 1.662471 eta: 4:08:28 batch_cost: 0.8059 data_cost: 0.0003 ips: 59.5630 images/s [03/14 04:51:30] ppdet.engine INFO: Epoch: [270] [240/610] learning_rate: 0.005740 loss_vfl: 0.888003 loss_bbox: 0.411648 loss_dfl: 0.403797 loss: 1.718931 eta: 4:08:12 batch_cost: 0.8413 data_cost: 0.0025 ips: 57.0575 images/s [03/14 04:51:47] ppdet.engine INFO: Epoch: [270] [260/610] learning_rate: 0.005727 loss_vfl: 0.900295 loss_bbox: 0.416141 loss_dfl: 0.412403 loss: 1.704588 eta: 4:07:55 batch_cost: 0.7592 data_cost: 0.0003 ips: 63.2227 images/s [03/14 04:52:06] ppdet.engine INFO: Epoch: [270] [280/610] learning_rate: 0.005715 loss_vfl: 0.892485 loss_bbox: 0.413783 loss_dfl: 0.395053 loss: 1.689526 eta: 4:07:39 batch_cost: 0.8328 data_cost: 0.0003 ips: 57.6357 images/s [03/14 04:52:24] ppdet.engine INFO: Epoch: [270] [300/610] learning_rate: 0.005702 loss_vfl: 0.833086 loss_bbox: 0.375675 loss_dfl: 0.371502 loss: 1.588277 eta: 4:07:22 batch_cost: 0.8471 data_cost: 0.0003 ips: 56.6621 images/s [03/14 04:52:42] ppdet.engine INFO: Epoch: [270] [320/610] learning_rate: 0.005690 loss_vfl: 0.875462 loss_bbox: 0.402660 loss_dfl: 0.403870 loss: 1.696979 eta: 4:07:06 batch_cost: 0.7902 data_cost: 0.0009 ips: 60.7466 images/s [03/14 04:53:00] ppdet.engine INFO: Epoch: [270] [340/610] learning_rate: 0.005677 loss_vfl: 0.889767 loss_bbox: 0.405046 loss_dfl: 0.406337 loss: 1.694826 eta: 4:06:49 batch_cost: 0.7968 data_cost: 0.0010 ips: 60.2389 images/s [03/14 04:53:18] ppdet.engine INFO: Epoch: [270] [360/610] learning_rate: 0.005665 loss_vfl: 0.914163 loss_bbox: 0.408069 loss_dfl: 0.411300 loss: 1.737437 eta: 4:06:33 batch_cost: 0.7839 data_cost: 0.0003 ips: 61.2329 images/s [03/14 04:53:37] ppdet.engine INFO: Epoch: [270] [380/610] learning_rate: 0.005652 loss_vfl: 0.869565 loss_bbox: 0.367461 loss_dfl: 0.385629 loss: 1.626425 eta: 4:06:16 batch_cost: 0.8459 data_cost: 0.0009 ips: 56.7470 images/s [03/14 04:53:54] ppdet.engine INFO: Epoch: [270] [400/610] learning_rate: 0.005640 loss_vfl: 0.891851 loss_bbox: 0.409809 loss_dfl: 0.396422 loss: 1.703187 eta: 4:06:00 batch_cost: 0.7810 data_cost: 0.0012 ips: 61.4635 images/s [03/14 04:54:12] ppdet.engine INFO: Epoch: [270] [420/610] learning_rate: 0.005627 loss_vfl: 0.919567 loss_bbox: 0.435074 loss_dfl: 0.417127 loss: 1.762444 eta: 4:05:43 batch_cost: 0.8257 data_cost: 0.0003 ips: 58.1317 images/s [03/14 04:54:30] ppdet.engine INFO: Epoch: [270] [440/610] learning_rate: 0.005615 loss_vfl: 0.898244 loss_bbox: 0.431026 loss_dfl: 0.400778 loss: 1.739848 eta: 4:05:27 batch_cost: 0.7925 data_cost: 0.0004 ips: 60.5703 images/s [03/14 04:54:48] ppdet.engine INFO: Epoch: [270] [460/610] learning_rate: 0.005602 loss_vfl: 0.882220 loss_bbox: 0.412162 loss_dfl: 0.392447 loss: 1.703194 eta: 4:05:10 batch_cost: 0.7980 data_cost: 0.0003 ips: 60.1467 images/s [03/14 04:55:06] ppdet.engine INFO: Epoch: [270] [480/610] learning_rate: 0.005590 loss_vfl: 0.889817 loss_bbox: 0.410881 loss_dfl: 0.400287 loss: 1.700247 eta: 4:04:54 batch_cost: 0.7854 data_cost: 0.0003 ips: 61.1144 images/s [03/14 04:55:25] ppdet.engine INFO: Epoch: [270] [500/610] learning_rate: 0.005577 loss_vfl: 0.852435 loss_bbox: 0.385315 loss_dfl: 0.384540 loss: 1.628486 eta: 4:04:37 batch_cost: 0.8454 data_cost: 0.0003 ips: 56.7754 images/s [03/14 04:55:43] ppdet.engine INFO: Epoch: [270] [520/610] learning_rate: 0.005565 loss_vfl: 0.883059 loss_bbox: 0.394849 loss_dfl: 0.396643 loss: 1.663821 eta: 4:04:21 batch_cost: 0.8059 data_cost: 0.0003 ips: 59.5586 images/s [03/14 04:56:01] ppdet.engine INFO: Epoch: [270] [540/610] learning_rate: 0.005552 loss_vfl: 0.914151 loss_bbox: 0.404887 loss_dfl: 0.392072 loss: 1.702980 eta: 4:04:04 batch_cost: 0.7531 data_cost: 0.0011 ips: 63.7332 images/s [03/14 04:56:19] ppdet.engine INFO: Epoch: [270] [560/610] learning_rate: 0.005540 loss_vfl: 0.883952 loss_bbox: 0.395257 loss_dfl: 0.388810 loss: 1.678617 eta: 4:03:47 batch_cost: 0.7733 data_cost: 0.0003 ips: 62.0733 images/s [03/14 04:56:36] ppdet.engine INFO: Epoch: [270] [580/610] learning_rate: 0.005528 loss_vfl: 0.859331 loss_bbox: 0.419137 loss_dfl: 0.409600 loss: 1.698134 eta: 4:03:31 batch_cost: 0.7501 data_cost: 0.0003 ips: 63.9876 images/s [03/14 04:56:54] ppdet.engine INFO: Epoch: [270] [600/610] learning_rate: 0.005515 loss_vfl: 0.879650 loss_bbox: 0.418169 loss_dfl: 0.403500 loss: 1.703504 eta: 4:03:14 batch_cost: 0.7444 data_cost: 0.0004 ips: 64.4789 images/s [03/14 04:57:09] ppdet.engine INFO: Epoch: [271] [ 0/610] learning_rate: 0.005509 loss_vfl: 0.872629 loss_bbox: 0.403169 loss_dfl: 0.403500 loss: 1.704632 eta: 4:03:06 batch_cost: 1.0349 data_cost: 0.2744 ips: 46.3821 images/s [03/14 04:57:29] ppdet.engine INFO: Epoch: [271] [ 20/610] learning_rate: 0.005497 loss_vfl: 0.865019 loss_bbox: 0.393716 loss_dfl: 0.385994 loss: 1.644322 eta: 4:02:50 batch_cost: 0.9416 data_cost: 0.0014 ips: 50.9758 images/s [03/14 04:57:48] ppdet.engine INFO: Epoch: [271] [ 40/610] learning_rate: 0.005484 loss_vfl: 0.880534 loss_bbox: 0.415146 loss_dfl: 0.404988 loss: 1.707690 eta: 4:02:34 batch_cost: 0.8252 data_cost: 0.0003 ips: 58.1692 images/s [03/14 04:58:07] ppdet.engine INFO: Epoch: [271] [ 60/610] learning_rate: 0.005472 loss_vfl: 0.921501 loss_bbox: 0.427421 loss_dfl: 0.430029 loss: 1.826939 eta: 4:02:17 batch_cost: 0.8361 data_cost: 0.0003 ips: 57.4122 images/s [03/14 04:58:25] ppdet.engine INFO: Epoch: [271] [ 80/610] learning_rate: 0.005460 loss_vfl: 0.908309 loss_bbox: 0.400791 loss_dfl: 0.406683 loss: 1.723446 eta: 4:02:01 batch_cost: 0.8227 data_cost: 0.0009 ips: 58.3437 images/s [03/14 04:58:43] ppdet.engine INFO: Epoch: [271] [100/610] learning_rate: 0.005447 loss_vfl: 0.915581 loss_bbox: 0.411074 loss_dfl: 0.408614 loss: 1.711610 eta: 4:01:44 batch_cost: 0.7898 data_cost: 0.0006 ips: 60.7756 images/s [03/14 04:59:01] ppdet.engine INFO: Epoch: [271] [120/610] learning_rate: 0.005435 loss_vfl: 0.887758 loss_bbox: 0.388833 loss_dfl: 0.396045 loss: 1.664198 eta: 4:01:27 batch_cost: 0.8196 data_cost: 0.0004 ips: 58.5626 images/s [03/14 04:59:19] ppdet.engine INFO: Epoch: [271] [140/610] learning_rate: 0.005423 loss_vfl: 0.952036 loss_bbox: 0.449841 loss_dfl: 0.426696 loss: 1.840235 eta: 4:01:11 batch_cost: 0.7945 data_cost: 0.0003 ips: 60.4151 images/s [03/14 04:59:38] ppdet.engine INFO: Epoch: [271] [160/610] learning_rate: 0.005411 loss_vfl: 0.946329 loss_bbox: 0.420102 loss_dfl: 0.431708 loss: 1.808153 eta: 4:00:54 batch_cost: 0.8322 data_cost: 0.0003 ips: 57.6816 images/s [03/14 04:59:56] ppdet.engine INFO: Epoch: [271] [180/610] learning_rate: 0.005398 loss_vfl: 0.923590 loss_bbox: 0.389969 loss_dfl: 0.399214 loss: 1.724769 eta: 4:00:38 batch_cost: 0.8132 data_cost: 0.0008 ips: 59.0266 images/s [03/14 05:00:14] ppdet.engine INFO: Epoch: [271] [200/610] learning_rate: 0.005386 loss_vfl: 0.874682 loss_bbox: 0.409223 loss_dfl: 0.392298 loss: 1.642291 eta: 4:00:21 batch_cost: 0.8032 data_cost: 0.0017 ips: 59.7630 images/s [03/14 05:00:33] ppdet.engine INFO: Epoch: [271] [220/610] learning_rate: 0.005374 loss_vfl: 0.884129 loss_bbox: 0.413187 loss_dfl: 0.401449 loss: 1.733779 eta: 4:00:05 batch_cost: 0.8238 data_cost: 0.0005 ips: 58.2678 images/s [03/14 05:00:51] ppdet.engine INFO: Epoch: [271] [240/610] learning_rate: 0.005362 loss_vfl: 0.867884 loss_bbox: 0.405828 loss_dfl: 0.389011 loss: 1.654232 eta: 3:59:48 batch_cost: 0.8321 data_cost: 0.0009 ips: 57.6828 images/s [03/14 05:01:09] ppdet.engine INFO: Epoch: [271] [260/610] learning_rate: 0.005350 loss_vfl: 0.876652 loss_bbox: 0.398432 loss_dfl: 0.397337 loss: 1.667881 eta: 3:59:32 batch_cost: 0.8045 data_cost: 0.0003 ips: 59.6616 images/s [03/14 05:01:27] ppdet.engine INFO: Epoch: [271] [280/610] learning_rate: 0.005337 loss_vfl: 0.891809 loss_bbox: 0.388758 loss_dfl: 0.405651 loss: 1.675435 eta: 3:59:15 batch_cost: 0.7723 data_cost: 0.0003 ips: 62.1522 images/s [03/14 05:01:44] ppdet.engine INFO: Epoch: [271] [300/610] learning_rate: 0.005325 loss_vfl: 0.866689 loss_bbox: 0.392817 loss_dfl: 0.384689 loss: 1.633253 eta: 3:58:59 batch_cost: 0.7459 data_cost: 0.0004 ips: 64.3525 images/s [03/14 05:02:02] ppdet.engine INFO: Epoch: [271] [320/610] learning_rate: 0.005313 loss_vfl: 0.915232 loss_bbox: 0.416706 loss_dfl: 0.405790 loss: 1.741111 eta: 3:58:42 batch_cost: 0.8012 data_cost: 0.0004 ips: 59.9087 images/s [03/14 05:02:20] ppdet.engine INFO: Epoch: [271] [340/610] learning_rate: 0.005301 loss_vfl: 0.847132 loss_bbox: 0.380176 loss_dfl: 0.378121 loss: 1.632039 eta: 3:58:26 batch_cost: 0.8176 data_cost: 0.0004 ips: 58.7074 images/s [03/14 05:02:39] ppdet.engine INFO: Epoch: [271] [360/610] learning_rate: 0.005289 loss_vfl: 0.845675 loss_bbox: 0.385096 loss_dfl: 0.379468 loss: 1.610533 eta: 3:58:09 batch_cost: 0.8273 data_cost: 0.0003 ips: 58.0189 images/s [03/14 05:02:57] ppdet.engine INFO: Epoch: [271] [380/610] learning_rate: 0.005277 loss_vfl: 0.902084 loss_bbox: 0.414826 loss_dfl: 0.401302 loss: 1.698664 eta: 3:57:53 batch_cost: 0.8078 data_cost: 0.0003 ips: 59.4232 images/s [03/14 05:03:15] ppdet.engine INFO: Epoch: [271] [400/610] learning_rate: 0.005265 loss_vfl: 0.928825 loss_bbox: 0.422892 loss_dfl: 0.415565 loss: 1.774494 eta: 3:57:36 batch_cost: 0.8393 data_cost: 0.0008 ips: 57.1931 images/s [03/14 05:03:34] ppdet.engine INFO: Epoch: [271] [420/610] learning_rate: 0.005252 loss_vfl: 0.940677 loss_bbox: 0.433811 loss_dfl: 0.410755 loss: 1.788267 eta: 3:57:20 batch_cost: 0.8519 data_cost: 0.0010 ips: 56.3453 images/s [03/14 05:03:53] ppdet.engine INFO: Epoch: [271] [440/610] learning_rate: 0.005240 loss_vfl: 0.829794 loss_bbox: 0.379598 loss_dfl: 0.377167 loss: 1.579496 eta: 3:57:03 batch_cost: 0.8602 data_cost: 0.0009 ips: 55.7994 images/s [03/14 05:04:11] ppdet.engine INFO: Epoch: [271] [460/610] learning_rate: 0.005228 loss_vfl: 0.944896 loss_bbox: 0.408612 loss_dfl: 0.423492 loss: 1.773119 eta: 3:56:47 batch_cost: 0.7889 data_cost: 0.0003 ips: 60.8450 images/s [03/14 05:04:29] ppdet.engine INFO: Epoch: [271] [480/610] learning_rate: 0.005216 loss_vfl: 0.866577 loss_bbox: 0.383417 loss_dfl: 0.388524 loss: 1.645149 eta: 3:56:30 batch_cost: 0.8046 data_cost: 0.0010 ips: 59.6534 images/s [03/14 05:04:48] ppdet.engine INFO: Epoch: [271] [500/610] learning_rate: 0.005204 loss_vfl: 0.843199 loss_bbox: 0.389329 loss_dfl: 0.394080 loss: 1.648848 eta: 3:56:14 batch_cost: 0.8460 data_cost: 0.0003 ips: 56.7344 images/s [03/14 05:05:07] ppdet.engine INFO: Epoch: [271] [520/610] learning_rate: 0.005192 loss_vfl: 0.887627 loss_bbox: 0.389421 loss_dfl: 0.378084 loss: 1.634714 eta: 3:55:57 batch_cost: 0.8282 data_cost: 0.0010 ips: 57.9600 images/s [03/14 05:05:24] ppdet.engine INFO: Epoch: [271] [540/610] learning_rate: 0.005180 loss_vfl: 0.900841 loss_bbox: 0.404083 loss_dfl: 0.404314 loss: 1.729097 eta: 3:55:41 batch_cost: 0.7705 data_cost: 0.0003 ips: 62.2970 images/s [03/14 05:05:42] ppdet.engine INFO: Epoch: [271] [560/610] learning_rate: 0.005168 loss_vfl: 0.863393 loss_bbox: 0.386060 loss_dfl: 0.374327 loss: 1.629507 eta: 3:55:24 batch_cost: 0.7829 data_cost: 0.0003 ips: 61.3076 images/s [03/14 05:06:00] ppdet.engine INFO: Epoch: [271] [580/610] learning_rate: 0.005156 loss_vfl: 0.864450 loss_bbox: 0.405438 loss_dfl: 0.392989 loss: 1.662873 eta: 3:55:08 batch_cost: 0.7947 data_cost: 0.0003 ips: 60.3988 images/s [03/14 05:06:18] ppdet.engine INFO: Epoch: [271] [600/610] learning_rate: 0.005144 loss_vfl: 0.843696 loss_bbox: 0.386201 loss_dfl: 0.377586 loss: 1.607283 eta: 3:54:51 batch_cost: 0.8280 data_cost: 0.0004 ips: 57.9722 images/s [03/14 05:06:32] ppdet.engine INFO: Epoch: [272] [ 0/610] learning_rate: 0.005138 loss_vfl: 0.872894 loss_bbox: 0.395970 loss_dfl: 0.385738 loss: 1.671544 eta: 3:54:43 batch_cost: 0.9517 data_cost: 0.1744 ips: 50.4350 images/s [03/14 05:06:53] ppdet.engine INFO: Epoch: [272] [ 20/610] learning_rate: 0.005126 loss_vfl: 0.863855 loss_bbox: 0.371754 loss_dfl: 0.378165 loss: 1.617566 eta: 3:54:27 batch_cost: 0.9565 data_cost: 0.0003 ips: 50.1832 images/s [03/14 05:07:12] ppdet.engine INFO: Epoch: [272] [ 40/610] learning_rate: 0.005115 loss_vfl: 0.930357 loss_bbox: 0.418244 loss_dfl: 0.415557 loss: 1.775440 eta: 3:54:10 batch_cost: 0.8252 data_cost: 0.0011 ips: 58.1650 images/s [03/14 05:07:30] ppdet.engine INFO: Epoch: [272] [ 60/610] learning_rate: 0.005103 loss_vfl: 0.903852 loss_bbox: 0.415057 loss_dfl: 0.407227 loss: 1.691169 eta: 3:53:54 batch_cost: 0.8258 data_cost: 0.0003 ips: 58.1220 images/s [03/14 05:07:48] ppdet.engine INFO: Epoch: [272] [ 80/610] learning_rate: 0.005091 loss_vfl: 0.825412 loss_bbox: 0.378302 loss_dfl: 0.375262 loss: 1.590289 eta: 3:53:37 batch_cost: 0.8292 data_cost: 0.0003 ips: 57.8853 images/s [03/14 05:08:07] ppdet.engine INFO: Epoch: [272] [100/610] learning_rate: 0.005079 loss_vfl: 0.921856 loss_bbox: 0.419087 loss_dfl: 0.417013 loss: 1.764543 eta: 3:53:21 batch_cost: 0.8589 data_cost: 0.0003 ips: 55.8875 images/s [03/14 05:08:25] ppdet.engine INFO: Epoch: [272] [120/610] learning_rate: 0.005067 loss_vfl: 0.884674 loss_bbox: 0.421047 loss_dfl: 0.399061 loss: 1.700615 eta: 3:53:04 batch_cost: 0.8173 data_cost: 0.0003 ips: 58.7290 images/s [03/14 05:08:44] ppdet.engine INFO: Epoch: [272] [140/610] learning_rate: 0.005055 loss_vfl: 0.902303 loss_bbox: 0.388723 loss_dfl: 0.388751 loss: 1.667748 eta: 3:52:48 batch_cost: 0.8391 data_cost: 0.0009 ips: 57.2056 images/s [03/14 05:09:02] ppdet.engine INFO: Epoch: [272] [160/610] learning_rate: 0.005043 loss_vfl: 0.875111 loss_bbox: 0.387142 loss_dfl: 0.389429 loss: 1.642925 eta: 3:52:31 batch_cost: 0.8007 data_cost: 0.0003 ips: 59.9441 images/s [03/14 05:09:20] ppdet.engine INFO: Epoch: [272] [180/610] learning_rate: 0.005031 loss_vfl: 0.892938 loss_bbox: 0.422031 loss_dfl: 0.407531 loss: 1.745595 eta: 3:52:15 batch_cost: 0.7671 data_cost: 0.0009 ips: 62.5770 images/s [03/14 05:09:38] ppdet.engine INFO: Epoch: [272] [200/610] learning_rate: 0.005020 loss_vfl: 0.933710 loss_bbox: 0.405097 loss_dfl: 0.407676 loss: 1.745314 eta: 3:51:58 batch_cost: 0.7866 data_cost: 0.0003 ips: 61.0215 images/s [03/14 05:09:56] ppdet.engine INFO: Epoch: [272] [220/610] learning_rate: 0.005008 loss_vfl: 0.876191 loss_bbox: 0.385624 loss_dfl: 0.392239 loss: 1.671839 eta: 3:51:42 batch_cost: 0.8149 data_cost: 0.0010 ips: 58.9032 images/s [03/14 05:10:15] ppdet.engine INFO: Epoch: [272] [240/610] learning_rate: 0.004996 loss_vfl: 0.926785 loss_bbox: 0.422044 loss_dfl: 0.410545 loss: 1.756066 eta: 3:51:25 batch_cost: 0.8591 data_cost: 0.0003 ips: 55.8746 images/s [03/14 05:10:32] ppdet.engine INFO: Epoch: [272] [260/610] learning_rate: 0.004984 loss_vfl: 0.866776 loss_bbox: 0.394791 loss_dfl: 0.396482 loss: 1.657789 eta: 3:51:09 batch_cost: 0.7683 data_cost: 0.0019 ips: 62.4748 images/s [03/14 05:10:50] ppdet.engine INFO: Epoch: [272] [280/610] learning_rate: 0.004972 loss_vfl: 0.856226 loss_bbox: 0.384997 loss_dfl: 0.388659 loss: 1.636630 eta: 3:50:52 batch_cost: 0.7694 data_cost: 0.0003 ips: 62.3898 images/s [03/14 05:11:08] ppdet.engine INFO: Epoch: [272] [300/610] learning_rate: 0.004961 loss_vfl: 0.881630 loss_bbox: 0.396081 loss_dfl: 0.392924 loss: 1.673261 eta: 3:50:36 batch_cost: 0.8217 data_cost: 0.0003 ips: 58.4180 images/s [03/14 05:11:26] ppdet.engine INFO: Epoch: [272] [320/610] learning_rate: 0.004949 loss_vfl: 0.875493 loss_bbox: 0.416710 loss_dfl: 0.398259 loss: 1.668253 eta: 3:50:19 batch_cost: 0.8232 data_cost: 0.0009 ips: 58.3103 images/s [03/14 05:11:44] ppdet.engine INFO: Epoch: [272] [340/610] learning_rate: 0.004937 loss_vfl: 0.884530 loss_bbox: 0.415770 loss_dfl: 0.406069 loss: 1.691228 eta: 3:50:03 batch_cost: 0.7683 data_cost: 0.0003 ips: 62.4734 images/s [03/14 05:12:02] ppdet.engine INFO: Epoch: [272] [360/610] learning_rate: 0.004926 loss_vfl: 0.841767 loss_bbox: 0.387919 loss_dfl: 0.387036 loss: 1.626657 eta: 3:49:46 batch_cost: 0.8004 data_cost: 0.0012 ips: 59.9686 images/s [03/14 05:12:20] ppdet.engine INFO: Epoch: [272] [380/610] learning_rate: 0.004914 loss_vfl: 0.880220 loss_bbox: 0.392029 loss_dfl: 0.390490 loss: 1.678625 eta: 3:49:29 batch_cost: 0.7804 data_cost: 0.0012 ips: 61.5058 images/s [03/14 05:12:37] ppdet.engine INFO: Epoch: [272] [400/610] learning_rate: 0.004902 loss_vfl: 0.851861 loss_bbox: 0.361908 loss_dfl: 0.373336 loss: 1.587636 eta: 3:49:13 batch_cost: 0.7244 data_cost: 0.0009 ips: 66.2579 images/s [03/14 05:12:56] ppdet.engine INFO: Epoch: [272] [420/610] learning_rate: 0.004890 loss_vfl: 0.853673 loss_bbox: 0.394103 loss_dfl: 0.385868 loss: 1.615420 eta: 3:48:56 batch_cost: 0.8148 data_cost: 0.0012 ips: 58.9124 images/s [03/14 05:13:14] ppdet.engine INFO: Epoch: [272] [440/610] learning_rate: 0.004879 loss_vfl: 0.859543 loss_bbox: 0.399745 loss_dfl: 0.389203 loss: 1.644445 eta: 3:48:40 batch_cost: 0.7987 data_cost: 0.0003 ips: 60.0996 images/s [03/14 05:13:32] ppdet.engine INFO: Epoch: [272] [460/610] learning_rate: 0.004867 loss_vfl: 0.860038 loss_bbox: 0.379003 loss_dfl: 0.388928 loss: 1.660988 eta: 3:48:23 batch_cost: 0.7886 data_cost: 0.0025 ips: 60.8670 images/s [03/14 05:13:50] ppdet.engine INFO: Epoch: [272] [480/610] learning_rate: 0.004856 loss_vfl: 0.903806 loss_bbox: 0.398228 loss_dfl: 0.414412 loss: 1.741900 eta: 3:48:07 batch_cost: 0.8169 data_cost: 0.0003 ips: 58.7620 images/s [03/14 05:14:09] ppdet.engine INFO: Epoch: [272] [500/610] learning_rate: 0.004844 loss_vfl: 0.896999 loss_bbox: 0.395519 loss_dfl: 0.391528 loss: 1.676863 eta: 3:47:50 batch_cost: 0.8214 data_cost: 0.0003 ips: 58.4395 images/s [03/14 05:14:27] ppdet.engine INFO: Epoch: [272] [520/610] learning_rate: 0.004832 loss_vfl: 0.910654 loss_bbox: 0.418731 loss_dfl: 0.411517 loss: 1.752426 eta: 3:47:34 batch_cost: 0.8105 data_cost: 0.0032 ips: 59.2216 images/s [03/14 05:14:45] ppdet.engine INFO: Epoch: [272] [540/610] learning_rate: 0.004821 loss_vfl: 0.858263 loss_bbox: 0.383305 loss_dfl: 0.384849 loss: 1.630860 eta: 3:47:17 batch_cost: 0.8189 data_cost: 0.0006 ips: 58.6135 images/s [03/14 05:15:03] ppdet.engine INFO: Epoch: [272] [560/610] learning_rate: 0.004809 loss_vfl: 0.898706 loss_bbox: 0.369690 loss_dfl: 0.387565 loss: 1.678582 eta: 3:47:01 batch_cost: 0.7863 data_cost: 0.0003 ips: 61.0464 images/s [03/14 05:15:21] ppdet.engine INFO: Epoch: [272] [580/610] learning_rate: 0.004798 loss_vfl: 0.857049 loss_bbox: 0.401310 loss_dfl: 0.399441 loss: 1.660077 eta: 3:46:44 batch_cost: 0.8186 data_cost: 0.0003 ips: 58.6354 images/s [03/14 05:15:39] ppdet.engine INFO: Epoch: [272] [600/610] learning_rate: 0.004786 loss_vfl: 0.885186 loss_bbox: 0.397144 loss_dfl: 0.386050 loss: 1.663777 eta: 3:46:28 batch_cost: 0.8092 data_cost: 0.0013 ips: 59.3170 images/s [03/14 05:15:53] ppdet.engine INFO: Epoch: [273] [ 0/610] learning_rate: 0.004780 loss_vfl: 0.902115 loss_bbox: 0.398194 loss_dfl: 0.393348 loss: 1.671971 eta: 3:46:20 batch_cost: 0.9652 data_cost: 0.2037 ips: 49.7331 images/s [03/14 05:16:14] ppdet.engine INFO: Epoch: [273] [ 20/610] learning_rate: 0.004769 loss_vfl: 0.893760 loss_bbox: 0.403726 loss_dfl: 0.399250 loss: 1.694723 eta: 3:46:03 batch_cost: 0.8915 data_cost: 0.0009 ips: 53.8427 images/s [03/14 05:16:31] ppdet.engine INFO: Epoch: [273] [ 40/610] learning_rate: 0.004757 loss_vfl: 0.868211 loss_bbox: 0.394835 loss_dfl: 0.396289 loss: 1.659453 eta: 3:45:47 batch_cost: 0.7639 data_cost: 0.0003 ips: 62.8388 images/s [03/14 05:16:49] ppdet.engine INFO: Epoch: [273] [ 60/610] learning_rate: 0.004746 loss_vfl: 0.868839 loss_bbox: 0.387766 loss_dfl: 0.392432 loss: 1.653697 eta: 3:45:30 batch_cost: 0.8166 data_cost: 0.0003 ips: 58.7798 images/s [03/14 05:17:08] ppdet.engine INFO: Epoch: [273] [ 80/610] learning_rate: 0.004734 loss_vfl: 0.904739 loss_bbox: 0.416157 loss_dfl: 0.411972 loss: 1.744521 eta: 3:45:14 batch_cost: 0.7947 data_cost: 0.0003 ips: 60.3967 images/s [03/14 05:17:26] ppdet.engine INFO: Epoch: [273] [100/610] learning_rate: 0.004723 loss_vfl: 0.905544 loss_bbox: 0.407636 loss_dfl: 0.411793 loss: 1.710569 eta: 3:44:57 batch_cost: 0.7915 data_cost: 0.0028 ips: 60.6476 images/s [03/14 05:17:45] ppdet.engine INFO: Epoch: [273] [120/610] learning_rate: 0.004711 loss_vfl: 0.859429 loss_bbox: 0.388314 loss_dfl: 0.394861 loss: 1.658740 eta: 3:44:41 batch_cost: 0.8508 data_cost: 0.0003 ips: 56.4166 images/s [03/14 05:18:03] ppdet.engine INFO: Epoch: [273] [140/610] learning_rate: 0.004700 loss_vfl: 0.851284 loss_bbox: 0.414218 loss_dfl: 0.395299 loss: 1.655152 eta: 3:44:24 batch_cost: 0.8148 data_cost: 0.0016 ips: 58.9119 images/s [03/14 05:18:21] ppdet.engine INFO: Epoch: [273] [160/610] learning_rate: 0.004688 loss_vfl: 0.897954 loss_bbox: 0.410843 loss_dfl: 0.400539 loss: 1.710087 eta: 3:44:08 batch_cost: 0.8297 data_cost: 0.0010 ips: 57.8521 images/s [03/14 05:18:39] ppdet.engine INFO: Epoch: [273] [180/610] learning_rate: 0.004677 loss_vfl: 0.831348 loss_bbox: 0.387643 loss_dfl: 0.385767 loss: 1.593560 eta: 3:43:51 batch_cost: 0.8148 data_cost: 0.0003 ips: 58.9123 images/s [03/14 05:18:57] ppdet.engine INFO: Epoch: [273] [200/610] learning_rate: 0.004666 loss_vfl: 0.860419 loss_bbox: 0.394959 loss_dfl: 0.398651 loss: 1.658552 eta: 3:43:35 batch_cost: 0.8072 data_cost: 0.0003 ips: 59.4671 images/s [03/14 05:19:15] ppdet.engine INFO: Epoch: [273] [220/610] learning_rate: 0.004654 loss_vfl: 0.865384 loss_bbox: 0.394589 loss_dfl: 0.391080 loss: 1.648016 eta: 3:43:18 batch_cost: 0.8203 data_cost: 0.0003 ips: 58.5184 images/s [03/14 05:19:33] ppdet.engine INFO: Epoch: [273] [240/610] learning_rate: 0.004643 loss_vfl: 0.879169 loss_bbox: 0.391692 loss_dfl: 0.401768 loss: 1.668127 eta: 3:43:01 batch_cost: 0.7895 data_cost: 0.0003 ips: 60.7977 images/s [03/14 05:19:51] ppdet.engine INFO: Epoch: [273] [260/610] learning_rate: 0.004632 loss_vfl: 0.905588 loss_bbox: 0.398658 loss_dfl: 0.398201 loss: 1.696111 eta: 3:42:45 batch_cost: 0.8229 data_cost: 0.0003 ips: 58.3321 images/s [03/14 05:20:09] ppdet.engine INFO: Epoch: [273] [280/610] learning_rate: 0.004620 loss_vfl: 0.890159 loss_bbox: 0.407721 loss_dfl: 0.404469 loss: 1.698243 eta: 3:42:28 batch_cost: 0.7829 data_cost: 0.0003 ips: 61.3114 images/s [03/14 05:20:27] ppdet.engine INFO: Epoch: [273] [300/610] learning_rate: 0.004609 loss_vfl: 0.892146 loss_bbox: 0.405374 loss_dfl: 0.396810 loss: 1.688710 eta: 3:42:12 batch_cost: 0.8183 data_cost: 0.0003 ips: 58.6569 images/s [03/14 05:20:45] ppdet.engine INFO: Epoch: [273] [320/610] learning_rate: 0.004598 loss_vfl: 0.900694 loss_bbox: 0.414070 loss_dfl: 0.401792 loss: 1.716556 eta: 3:41:55 batch_cost: 0.8021 data_cost: 0.0003 ips: 59.8408 images/s [03/14 05:21:03] ppdet.engine INFO: Epoch: [273] [340/610] learning_rate: 0.004586 loss_vfl: 0.892048 loss_bbox: 0.406951 loss_dfl: 0.401382 loss: 1.704066 eta: 3:41:39 batch_cost: 0.7753 data_cost: 0.0003 ips: 61.9152 images/s [03/14 05:21:22] ppdet.engine INFO: Epoch: [273] [360/610] learning_rate: 0.004575 loss_vfl: 0.880108 loss_bbox: 0.389677 loss_dfl: 0.390449 loss: 1.655883 eta: 3:41:22 batch_cost: 0.8201 data_cost: 0.0003 ips: 58.5268 images/s [03/14 05:21:40] ppdet.engine INFO: Epoch: [273] [380/610] learning_rate: 0.004564 loss_vfl: 0.892674 loss_bbox: 0.417065 loss_dfl: 0.409056 loss: 1.718585 eta: 3:41:06 batch_cost: 0.7923 data_cost: 0.0004 ips: 60.5866 images/s [03/14 05:21:58] ppdet.engine INFO: Epoch: [273] [400/610] learning_rate: 0.004552 loss_vfl: 0.935400 loss_bbox: 0.427772 loss_dfl: 0.423058 loss: 1.793670 eta: 3:40:49 batch_cost: 0.7532 data_cost: 0.0004 ips: 63.7275 images/s [03/14 05:22:16] ppdet.engine INFO: Epoch: [273] [420/610] learning_rate: 0.004541 loss_vfl: 0.899912 loss_bbox: 0.393679 loss_dfl: 0.392187 loss: 1.697184 eta: 3:40:33 batch_cost: 0.8137 data_cost: 0.0007 ips: 58.9867 images/s [03/14 05:22:34] ppdet.engine INFO: Epoch: [273] [440/610] learning_rate: 0.004530 loss_vfl: 0.937920 loss_bbox: 0.424351 loss_dfl: 0.419271 loss: 1.785409 eta: 3:40:16 batch_cost: 0.8448 data_cost: 0.0003 ips: 56.8187 images/s [03/14 05:22:52] ppdet.engine INFO: Epoch: [273] [460/610] learning_rate: 0.004519 loss_vfl: 0.831888 loss_bbox: 0.376098 loss_dfl: 0.378402 loss: 1.581804 eta: 3:40:00 batch_cost: 0.7840 data_cost: 0.0003 ips: 61.2250 images/s [03/14 05:23:10] ppdet.engine INFO: Epoch: [273] [480/610] learning_rate: 0.004507 loss_vfl: 0.875900 loss_bbox: 0.415915 loss_dfl: 0.408135 loss: 1.700267 eta: 3:39:43 batch_cost: 0.7865 data_cost: 0.0003 ips: 61.0337 images/s [03/14 05:23:28] ppdet.engine INFO: Epoch: [273] [500/610] learning_rate: 0.004496 loss_vfl: 0.911723 loss_bbox: 0.415504 loss_dfl: 0.404135 loss: 1.745185 eta: 3:39:26 batch_cost: 0.7944 data_cost: 0.0004 ips: 60.4231 images/s [03/14 05:23:46] ppdet.engine INFO: Epoch: [273] [520/610] learning_rate: 0.004485 loss_vfl: 0.850178 loss_bbox: 0.391693 loss_dfl: 0.389889 loss: 1.623655 eta: 3:39:10 batch_cost: 0.8035 data_cost: 0.0003 ips: 59.7409 images/s [03/14 05:24:04] ppdet.engine INFO: Epoch: [273] [540/610] learning_rate: 0.004474 loss_vfl: 0.861659 loss_bbox: 0.400103 loss_dfl: 0.389058 loss: 1.647887 eta: 3:38:53 batch_cost: 0.8140 data_cost: 0.0003 ips: 58.9665 images/s [03/14 05:24:22] ppdet.engine INFO: Epoch: [273] [560/610] learning_rate: 0.004463 loss_vfl: 0.973038 loss_bbox: 0.461880 loss_dfl: 0.423910 loss: 1.888230 eta: 3:38:37 batch_cost: 0.8009 data_cost: 0.0009 ips: 59.9323 images/s [03/14 05:24:40] ppdet.engine INFO: Epoch: [273] [580/610] learning_rate: 0.004452 loss_vfl: 0.841735 loss_bbox: 0.386190 loss_dfl: 0.388641 loss: 1.613117 eta: 3:38:20 batch_cost: 0.7844 data_cost: 0.0003 ips: 61.1966 images/s [03/14 05:24:58] ppdet.engine INFO: Epoch: [273] [600/610] learning_rate: 0.004440 loss_vfl: 0.861823 loss_bbox: 0.388374 loss_dfl: 0.394764 loss: 1.633415 eta: 3:38:04 batch_cost: 0.8119 data_cost: 0.0009 ips: 59.1205 images/s [03/14 05:25:12] ppdet.engine INFO: Epoch: [274] [ 0/610] learning_rate: 0.004435 loss_vfl: 0.851385 loss_bbox: 0.393915 loss_dfl: 0.390509 loss: 1.656364 eta: 3:37:56 batch_cost: 1.0039 data_cost: 0.1956 ips: 47.8122 images/s [03/14 05:25:31] ppdet.engine INFO: Epoch: [274] [ 20/610] learning_rate: 0.004424 loss_vfl: 0.889152 loss_bbox: 0.394717 loss_dfl: 0.390734 loss: 1.680471 eta: 3:37:39 batch_cost: 0.8520 data_cost: 0.0003 ips: 56.3359 images/s [03/14 05:25:50] ppdet.engine INFO: Epoch: [274] [ 40/610] learning_rate: 0.004413 loss_vfl: 0.871318 loss_bbox: 0.389816 loss_dfl: 0.394410 loss: 1.651190 eta: 3:37:23 batch_cost: 0.8574 data_cost: 0.0003 ips: 55.9859 images/s [03/14 05:26:07] ppdet.engine INFO: Epoch: [274] [ 60/610] learning_rate: 0.004402 loss_vfl: 0.854133 loss_bbox: 0.369111 loss_dfl: 0.375966 loss: 1.601164 eta: 3:37:06 batch_cost: 0.7685 data_cost: 0.0010 ips: 62.4556 images/s [03/14 05:26:25] ppdet.engine INFO: Epoch: [274] [ 80/610] learning_rate: 0.004391 loss_vfl: 0.862524 loss_bbox: 0.406082 loss_dfl: 0.406648 loss: 1.678864 eta: 3:36:50 batch_cost: 0.8086 data_cost: 0.0003 ips: 59.3621 images/s [03/14 05:26:43] ppdet.engine INFO: Epoch: [274] [100/610] learning_rate: 0.004380 loss_vfl: 0.895551 loss_bbox: 0.393005 loss_dfl: 0.395374 loss: 1.673515 eta: 3:36:33 batch_cost: 0.7856 data_cost: 0.0026 ips: 61.1020 images/s [03/14 05:27:01] ppdet.engine INFO: Epoch: [274] [120/610] learning_rate: 0.004368 loss_vfl: 0.850489 loss_bbox: 0.400080 loss_dfl: 0.388517 loss: 1.641202 eta: 3:36:17 batch_cost: 0.8241 data_cost: 0.0025 ips: 58.2426 images/s [03/14 05:27:20] ppdet.engine INFO: Epoch: [274] [140/610] learning_rate: 0.004357 loss_vfl: 0.925340 loss_bbox: 0.439011 loss_dfl: 0.423310 loss: 1.786514 eta: 3:36:00 batch_cost: 0.8118 data_cost: 0.0008 ips: 59.1262 images/s [03/14 05:27:38] ppdet.engine INFO: Epoch: [274] [160/610] learning_rate: 0.004346 loss_vfl: 0.872763 loss_bbox: 0.390861 loss_dfl: 0.390582 loss: 1.673379 eta: 3:35:44 batch_cost: 0.8265 data_cost: 0.0003 ips: 58.0785 images/s [03/14 05:27:56] ppdet.engine INFO: Epoch: [274] [180/610] learning_rate: 0.004335 loss_vfl: 0.896782 loss_bbox: 0.386442 loss_dfl: 0.404423 loss: 1.708472 eta: 3:35:27 batch_cost: 0.8226 data_cost: 0.0003 ips: 58.3492 images/s [03/14 05:28:15] ppdet.engine INFO: Epoch: [274] [200/610] learning_rate: 0.004324 loss_vfl: 0.879306 loss_bbox: 0.387551 loss_dfl: 0.397390 loss: 1.650425 eta: 3:35:11 batch_cost: 0.8439 data_cost: 0.0003 ips: 56.8766 images/s [03/14 05:28:34] ppdet.engine INFO: Epoch: [274] [220/610] learning_rate: 0.004313 loss_vfl: 0.929284 loss_bbox: 0.421446 loss_dfl: 0.418807 loss: 1.779133 eta: 3:34:54 batch_cost: 0.8146 data_cost: 0.0003 ips: 58.9271 images/s [03/14 05:28:53] ppdet.engine INFO: Epoch: [274] [240/610] learning_rate: 0.004303 loss_vfl: 0.850237 loss_bbox: 0.384689 loss_dfl: 0.375045 loss: 1.612788 eta: 3:34:38 batch_cost: 0.8576 data_cost: 0.0009 ips: 55.9729 images/s [03/14 05:29:10] ppdet.engine INFO: Epoch: [274] [260/610] learning_rate: 0.004292 loss_vfl: 0.856418 loss_bbox: 0.398750 loss_dfl: 0.394461 loss: 1.631293 eta: 3:34:21 batch_cost: 0.7781 data_cost: 0.0006 ips: 61.6885 images/s [03/14 05:29:28] ppdet.engine INFO: Epoch: [274] [280/610] learning_rate: 0.004281 loss_vfl: 0.918115 loss_bbox: 0.424584 loss_dfl: 0.424924 loss: 1.781507 eta: 3:34:05 batch_cost: 0.8071 data_cost: 0.0015 ips: 59.4713 images/s [03/14 05:29:45] ppdet.engine INFO: Epoch: [274] [300/610] learning_rate: 0.004270 loss_vfl: 0.862004 loss_bbox: 0.402724 loss_dfl: 0.393034 loss: 1.651192 eta: 3:33:48 batch_cost: 0.7390 data_cost: 0.0003 ips: 64.9496 images/s [03/14 05:30:04] ppdet.engine INFO: Epoch: [274] [320/610] learning_rate: 0.004259 loss_vfl: 0.900094 loss_bbox: 0.386521 loss_dfl: 0.390382 loss: 1.640845 eta: 3:33:32 batch_cost: 0.8262 data_cost: 0.0010 ips: 58.0938 images/s [03/14 05:30:23] ppdet.engine INFO: Epoch: [274] [340/610] learning_rate: 0.004248 loss_vfl: 0.853514 loss_bbox: 0.380587 loss_dfl: 0.379080 loss: 1.625767 eta: 3:33:15 batch_cost: 0.8476 data_cost: 0.0049 ips: 56.6284 images/s [03/14 05:30:41] ppdet.engine INFO: Epoch: [274] [360/610] learning_rate: 0.004237 loss_vfl: 0.892156 loss_bbox: 0.407797 loss_dfl: 0.401301 loss: 1.725680 eta: 3:32:59 batch_cost: 0.8156 data_cost: 0.0003 ips: 58.8530 images/s [03/14 05:30:58] ppdet.engine INFO: Epoch: [274] [380/610] learning_rate: 0.004226 loss_vfl: 0.814934 loss_bbox: 0.383307 loss_dfl: 0.380095 loss: 1.589815 eta: 3:32:42 batch_cost: 0.7528 data_cost: 0.0003 ips: 63.7590 images/s [03/14 05:31:17] ppdet.engine INFO: Epoch: [274] [400/610] learning_rate: 0.004215 loss_vfl: 0.860824 loss_bbox: 0.404185 loss_dfl: 0.399932 loss: 1.660210 eta: 3:32:26 batch_cost: 0.8462 data_cost: 0.0003 ips: 56.7271 images/s [03/14 05:31:35] ppdet.engine INFO: Epoch: [274] [420/610] learning_rate: 0.004205 loss_vfl: 0.858091 loss_bbox: 0.377310 loss_dfl: 0.379082 loss: 1.620470 eta: 3:32:09 batch_cost: 0.8086 data_cost: 0.0003 ips: 59.3622 images/s [03/14 05:31:54] ppdet.engine INFO: Epoch: [274] [440/610] learning_rate: 0.004194 loss_vfl: 0.882489 loss_bbox: 0.401427 loss_dfl: 0.397029 loss: 1.677588 eta: 3:31:53 batch_cost: 0.8311 data_cost: 0.0003 ips: 57.7575 images/s [03/14 05:32:11] ppdet.engine INFO: Epoch: [274] [460/610] learning_rate: 0.004183 loss_vfl: 0.883973 loss_bbox: 0.394419 loss_dfl: 0.395368 loss: 1.688556 eta: 3:31:36 batch_cost: 0.7706 data_cost: 0.0003 ips: 62.2857 images/s [03/14 05:32:30] ppdet.engine INFO: Epoch: [274] [480/610] learning_rate: 0.004172 loss_vfl: 0.823391 loss_bbox: 0.376889 loss_dfl: 0.379106 loss: 1.599209 eta: 3:31:20 batch_cost: 0.8088 data_cost: 0.0004 ips: 59.3448 images/s [03/14 05:32:48] ppdet.engine INFO: Epoch: [274] [500/610] learning_rate: 0.004161 loss_vfl: 0.880058 loss_bbox: 0.409424 loss_dfl: 0.414893 loss: 1.707447 eta: 3:31:03 batch_cost: 0.8162 data_cost: 0.0003 ips: 58.8084 images/s [03/14 05:33:05] ppdet.engine INFO: Epoch: [274] [520/610] learning_rate: 0.004151 loss_vfl: 0.926299 loss_bbox: 0.412423 loss_dfl: 0.408997 loss: 1.750159 eta: 3:30:47 batch_cost: 0.7724 data_cost: 0.0003 ips: 62.1409 images/s [03/14 05:33:23] ppdet.engine INFO: Epoch: [274] [540/610] learning_rate: 0.004140 loss_vfl: 0.851256 loss_bbox: 0.377839 loss_dfl: 0.374539 loss: 1.584949 eta: 3:30:30 batch_cost: 0.7938 data_cost: 0.0003 ips: 60.4662 images/s [03/14 05:33:41] ppdet.engine INFO: Epoch: [274] [560/610] learning_rate: 0.004129 loss_vfl: 0.923468 loss_bbox: 0.426484 loss_dfl: 0.416702 loss: 1.790566 eta: 3:30:13 batch_cost: 0.8121 data_cost: 0.0003 ips: 59.1054 images/s [03/14 05:33:58] ppdet.engine INFO: Epoch: [274] [580/610] learning_rate: 0.004118 loss_vfl: 0.869995 loss_bbox: 0.392979 loss_dfl: 0.401857 loss: 1.645787 eta: 3:29:57 batch_cost: 0.7959 data_cost: 0.0003 ips: 60.3062 images/s [03/14 05:34:16] ppdet.engine INFO: Epoch: [274] [600/610] learning_rate: 0.004108 loss_vfl: 0.883546 loss_bbox: 0.406792 loss_dfl: 0.411614 loss: 1.723498 eta: 3:29:40 batch_cost: 0.8067 data_cost: 0.0016 ips: 59.5044 images/s [03/14 05:34:31] ppdet.engine INFO: Epoch: [275] [ 0/610] learning_rate: 0.004102 loss_vfl: 0.846410 loss_bbox: 0.383781 loss_dfl: 0.392442 loss: 1.603142 eta: 3:29:33 batch_cost: 1.0528 data_cost: 0.2726 ips: 45.5906 images/s [03/14 05:34:51] ppdet.engine INFO: Epoch: [275] [ 20/610] learning_rate: 0.004092 loss_vfl: 0.856988 loss_bbox: 0.384667 loss_dfl: 0.394913 loss: 1.632862 eta: 3:29:16 batch_cost: 0.9386 data_cost: 0.0003 ips: 51.1403 images/s [03/14 05:35:10] ppdet.engine INFO: Epoch: [275] [ 40/610] learning_rate: 0.004081 loss_vfl: 0.857038 loss_bbox: 0.398874 loss_dfl: 0.389513 loss: 1.657307 eta: 3:29:00 batch_cost: 0.8505 data_cost: 0.0003 ips: 56.4390 images/s [03/14 05:35:29] ppdet.engine INFO: Epoch: [275] [ 60/610] learning_rate: 0.004070 loss_vfl: 0.879621 loss_bbox: 0.395131 loss_dfl: 0.395846 loss: 1.679621 eta: 3:28:43 batch_cost: 0.8014 data_cost: 0.0010 ips: 59.8932 images/s [03/14 05:35:46] ppdet.engine INFO: Epoch: [275] [ 80/610] learning_rate: 0.004060 loss_vfl: 0.895772 loss_bbox: 0.392113 loss_dfl: 0.389736 loss: 1.674738 eta: 3:28:27 batch_cost: 0.7434 data_cost: 0.0009 ips: 64.5681 images/s [03/14 05:36:05] ppdet.engine INFO: Epoch: [275] [100/610] learning_rate: 0.004049 loss_vfl: 0.885620 loss_bbox: 0.408308 loss_dfl: 0.398846 loss: 1.690851 eta: 3:28:10 batch_cost: 0.8295 data_cost: 0.0023 ips: 57.8663 images/s [03/14 05:36:22] ppdet.engine INFO: Epoch: [275] [120/610] learning_rate: 0.004038 loss_vfl: 0.826533 loss_bbox: 0.374664 loss_dfl: 0.383973 loss: 1.552457 eta: 3:27:54 batch_cost: 0.7453 data_cost: 0.0014 ips: 64.4048 images/s [03/14 05:36:39] ppdet.engine INFO: Epoch: [275] [140/610] learning_rate: 0.004028 loss_vfl: 0.875583 loss_bbox: 0.408309 loss_dfl: 0.403007 loss: 1.683661 eta: 3:27:37 batch_cost: 0.7657 data_cost: 0.0003 ips: 62.6847 images/s [03/14 05:36:57] ppdet.engine INFO: Epoch: [275] [160/610] learning_rate: 0.004017 loss_vfl: 0.867262 loss_bbox: 0.390261 loss_dfl: 0.394300 loss: 1.658790 eta: 3:27:20 batch_cost: 0.7931 data_cost: 0.0010 ips: 60.5219 images/s [03/14 05:37:15] ppdet.engine INFO: Epoch: [275] [180/610] learning_rate: 0.004007 loss_vfl: 0.869720 loss_bbox: 0.406107 loss_dfl: 0.405201 loss: 1.691993 eta: 3:27:04 batch_cost: 0.7837 data_cost: 0.0003 ips: 61.2514 images/s [03/14 05:37:34] ppdet.engine INFO: Epoch: [275] [200/610] learning_rate: 0.003996 loss_vfl: 0.842316 loss_bbox: 0.375914 loss_dfl: 0.380382 loss: 1.602441 eta: 3:26:47 batch_cost: 0.8496 data_cost: 0.0003 ips: 56.4949 images/s [03/14 05:37:53] ppdet.engine INFO: Epoch: [275] [220/610] learning_rate: 0.003985 loss_vfl: 0.839020 loss_bbox: 0.369841 loss_dfl: 0.368090 loss: 1.579743 eta: 3:26:31 batch_cost: 0.8143 data_cost: 0.0004 ips: 58.9431 images/s [03/14 05:38:11] ppdet.engine INFO: Epoch: [275] [240/610] learning_rate: 0.003975 loss_vfl: 0.906525 loss_bbox: 0.403377 loss_dfl: 0.411520 loss: 1.746792 eta: 3:26:14 batch_cost: 0.8370 data_cost: 0.0010 ips: 57.3504 images/s [03/14 05:38:29] ppdet.engine INFO: Epoch: [275] [260/610] learning_rate: 0.003964 loss_vfl: 0.899246 loss_bbox: 0.412456 loss_dfl: 0.411684 loss: 1.730828 eta: 3:25:58 batch_cost: 0.8205 data_cost: 0.0012 ips: 58.5007 images/s [03/14 05:38:48] ppdet.engine INFO: Epoch: [275] [280/610] learning_rate: 0.003954 loss_vfl: 0.893949 loss_bbox: 0.397534 loss_dfl: 0.392286 loss: 1.687292 eta: 3:25:41 batch_cost: 0.8241 data_cost: 0.0020 ips: 58.2474 images/s [03/14 05:39:06] ppdet.engine INFO: Epoch: [275] [300/610] learning_rate: 0.003943 loss_vfl: 0.922583 loss_bbox: 0.422431 loss_dfl: 0.419042 loss: 1.769858 eta: 3:25:25 batch_cost: 0.8309 data_cost: 0.0004 ips: 57.7681 images/s [03/14 05:39:25] ppdet.engine INFO: Epoch: [275] [320/610] learning_rate: 0.003933 loss_vfl: 0.865873 loss_bbox: 0.394721 loss_dfl: 0.382667 loss: 1.660457 eta: 3:25:09 batch_cost: 0.8318 data_cost: 0.0003 ips: 57.7072 images/s [03/14 05:39:42] ppdet.engine INFO: Epoch: [275] [340/610] learning_rate: 0.003922 loss_vfl: 0.869737 loss_bbox: 0.409673 loss_dfl: 0.402896 loss: 1.664959 eta: 3:24:52 batch_cost: 0.7921 data_cost: 0.0003 ips: 60.5977 images/s [03/14 05:40:00] ppdet.engine INFO: Epoch: [275] [360/610] learning_rate: 0.003912 loss_vfl: 0.847909 loss_bbox: 0.389585 loss_dfl: 0.388424 loss: 1.627310 eta: 3:24:35 batch_cost: 0.7419 data_cost: 0.0023 ips: 64.6963 images/s [03/14 05:40:17] ppdet.engine INFO: Epoch: [275] [380/610] learning_rate: 0.003901 loss_vfl: 0.869796 loss_bbox: 0.400423 loss_dfl: 0.386993 loss: 1.638936 eta: 3:24:19 batch_cost: 0.7389 data_cost: 0.0009 ips: 64.9593 images/s [03/14 05:40:36] ppdet.engine INFO: Epoch: [275] [400/610] learning_rate: 0.003891 loss_vfl: 0.919359 loss_bbox: 0.417426 loss_dfl: 0.414507 loss: 1.737327 eta: 3:24:02 batch_cost: 0.8067 data_cost: 0.0010 ips: 59.5027 images/s [03/14 05:40:54] ppdet.engine INFO: Epoch: [275] [420/610] learning_rate: 0.003881 loss_vfl: 0.877825 loss_bbox: 0.397323 loss_dfl: 0.395183 loss: 1.654289 eta: 3:23:46 batch_cost: 0.8263 data_cost: 0.0003 ips: 58.0907 images/s [03/14 05:41:12] ppdet.engine INFO: Epoch: [275] [440/610] learning_rate: 0.003870 loss_vfl: 0.899391 loss_bbox: 0.400106 loss_dfl: 0.412640 loss: 1.712673 eta: 3:23:29 batch_cost: 0.8126 data_cost: 0.0013 ips: 59.0712 images/s [03/14 05:41:31] ppdet.engine INFO: Epoch: [275] [460/610] learning_rate: 0.003860 loss_vfl: 0.894118 loss_bbox: 0.404539 loss_dfl: 0.401458 loss: 1.697125 eta: 3:23:13 batch_cost: 0.8271 data_cost: 0.0003 ips: 58.0345 images/s [03/14 05:41:50] ppdet.engine INFO: Epoch: [275] [480/610] learning_rate: 0.003849 loss_vfl: 0.889168 loss_bbox: 0.384450 loss_dfl: 0.393413 loss: 1.700169 eta: 3:22:56 batch_cost: 0.8363 data_cost: 0.0009 ips: 57.3965 images/s [03/14 05:42:08] ppdet.engine INFO: Epoch: [275] [500/610] learning_rate: 0.003839 loss_vfl: 0.835797 loss_bbox: 0.388762 loss_dfl: 0.390274 loss: 1.629130 eta: 3:22:40 batch_cost: 0.8163 data_cost: 0.0003 ips: 58.7995 images/s [03/14 05:42:27] ppdet.engine INFO: Epoch: [275] [520/610] learning_rate: 0.003829 loss_vfl: 0.856571 loss_bbox: 0.385892 loss_dfl: 0.379974 loss: 1.639722 eta: 3:22:23 batch_cost: 0.8281 data_cost: 0.0009 ips: 57.9638 images/s [03/14 05:42:44] ppdet.engine INFO: Epoch: [275] [540/610] learning_rate: 0.003818 loss_vfl: 0.877671 loss_bbox: 0.391730 loss_dfl: 0.404126 loss: 1.720070 eta: 3:22:07 batch_cost: 0.8113 data_cost: 0.0003 ips: 59.1634 images/s [03/14 05:43:03] ppdet.engine INFO: Epoch: [275] [560/610] learning_rate: 0.003808 loss_vfl: 0.893320 loss_bbox: 0.422637 loss_dfl: 0.397388 loss: 1.693406 eta: 3:21:50 batch_cost: 0.8239 data_cost: 0.0003 ips: 58.2619 images/s [03/14 05:43:20] ppdet.engine INFO: Epoch: [275] [580/610] learning_rate: 0.003798 loss_vfl: 0.873882 loss_bbox: 0.410710 loss_dfl: 0.410333 loss: 1.697706 eta: 3:21:34 batch_cost: 0.7905 data_cost: 0.0003 ips: 60.7249 images/s [03/14 05:43:39] ppdet.engine INFO: Epoch: [275] [600/610] learning_rate: 0.003787 loss_vfl: 0.889870 loss_bbox: 0.382028 loss_dfl: 0.381941 loss: 1.651115 eta: 3:21:17 batch_cost: 0.8258 data_cost: 0.0004 ips: 58.1289 images/s [03/14 05:43:53] ppdet.engine INFO: Epoch: [276] [ 0/610] learning_rate: 0.003782 loss_vfl: 0.884462 loss_bbox: 0.395617 loss_dfl: 0.383169 loss: 1.661857 eta: 3:21:09 batch_cost: 1.0206 data_cost: 0.2730 ips: 47.0296 images/s [03/14 05:44:14] ppdet.engine INFO: Epoch: [276] [ 20/610] learning_rate: 0.003772 loss_vfl: 0.915579 loss_bbox: 0.398529 loss_dfl: 0.424003 loss: 1.746219 eta: 3:20:53 batch_cost: 0.8989 data_cost: 0.0003 ips: 53.3988 images/s [03/14 05:44:34] ppdet.engine INFO: Epoch: [276] [ 40/610] learning_rate: 0.003762 loss_vfl: 0.873165 loss_bbox: 0.380401 loss_dfl: 0.390208 loss: 1.650949 eta: 3:20:37 batch_cost: 0.8928 data_cost: 0.0003 ips: 53.7658 images/s [03/14 05:44:52] ppdet.engine INFO: Epoch: [276] [ 60/610] learning_rate: 0.003752 loss_vfl: 0.896340 loss_bbox: 0.422030 loss_dfl: 0.401893 loss: 1.699028 eta: 3:20:20 batch_cost: 0.8183 data_cost: 0.0004 ips: 58.6559 images/s [03/14 05:45:11] ppdet.engine INFO: Epoch: [276] [ 80/610] learning_rate: 0.003741 loss_vfl: 0.886040 loss_bbox: 0.382351 loss_dfl: 0.383305 loss: 1.654404 eta: 3:20:04 batch_cost: 0.8482 data_cost: 0.0003 ips: 56.5919 images/s [03/14 05:45:30] ppdet.engine INFO: Epoch: [276] [100/610] learning_rate: 0.003731 loss_vfl: 0.907516 loss_bbox: 0.413452 loss_dfl: 0.401206 loss: 1.702673 eta: 3:19:47 batch_cost: 0.8515 data_cost: 0.0003 ips: 56.3738 images/s [03/14 05:45:48] ppdet.engine INFO: Epoch: [276] [120/610] learning_rate: 0.003721 loss_vfl: 0.858742 loss_bbox: 0.391818 loss_dfl: 0.409119 loss: 1.647465 eta: 3:19:31 batch_cost: 0.8024 data_cost: 0.0003 ips: 59.8211 images/s [03/14 05:46:06] ppdet.engine INFO: Epoch: [276] [140/610] learning_rate: 0.003711 loss_vfl: 0.805325 loss_bbox: 0.372995 loss_dfl: 0.362101 loss: 1.518573 eta: 3:19:14 batch_cost: 0.8103 data_cost: 0.0003 ips: 59.2401 images/s [03/14 05:46:24] ppdet.engine INFO: Epoch: [276] [160/610] learning_rate: 0.003701 loss_vfl: 0.901552 loss_bbox: 0.418713 loss_dfl: 0.414546 loss: 1.739490 eta: 3:18:58 batch_cost: 0.8093 data_cost: 0.0010 ips: 59.3140 images/s [03/14 05:46:44] ppdet.engine INFO: Epoch: [276] [180/610] learning_rate: 0.003690 loss_vfl: 0.869199 loss_bbox: 0.382167 loss_dfl: 0.392105 loss: 1.649193 eta: 3:18:41 batch_cost: 0.8670 data_cost: 0.0003 ips: 55.3621 images/s [03/14 05:47:03] ppdet.engine INFO: Epoch: [276] [200/610] learning_rate: 0.003680 loss_vfl: 0.893636 loss_bbox: 0.384041 loss_dfl: 0.397559 loss: 1.688096 eta: 3:18:25 batch_cost: 0.8559 data_cost: 0.0003 ips: 56.0796 images/s [03/14 05:47:21] ppdet.engine INFO: Epoch: [276] [220/610] learning_rate: 0.003670 loss_vfl: 0.885356 loss_bbox: 0.384797 loss_dfl: 0.385838 loss: 1.656186 eta: 3:18:08 batch_cost: 0.8236 data_cost: 0.0003 ips: 58.2795 images/s [03/14 05:47:39] ppdet.engine INFO: Epoch: [276] [240/610] learning_rate: 0.003660 loss_vfl: 0.924802 loss_bbox: 0.431003 loss_dfl: 0.407589 loss: 1.764926 eta: 3:17:52 batch_cost: 0.7705 data_cost: 0.0010 ips: 62.2988 images/s [03/14 05:47:56] ppdet.engine INFO: Epoch: [276] [260/610] learning_rate: 0.003650 loss_vfl: 0.873252 loss_bbox: 0.376527 loss_dfl: 0.389875 loss: 1.649257 eta: 3:17:35 batch_cost: 0.7650 data_cost: 0.0007 ips: 62.7440 images/s [03/14 05:48:15] ppdet.engine INFO: Epoch: [276] [280/610] learning_rate: 0.003640 loss_vfl: 0.870586 loss_bbox: 0.397240 loss_dfl: 0.398483 loss: 1.673284 eta: 3:17:19 batch_cost: 0.8255 data_cost: 0.0003 ips: 58.1437 images/s [03/14 05:48:33] ppdet.engine INFO: Epoch: [276] [300/610] learning_rate: 0.003630 loss_vfl: 0.886794 loss_bbox: 0.397932 loss_dfl: 0.394291 loss: 1.678047 eta: 3:17:02 batch_cost: 0.8041 data_cost: 0.0003 ips: 59.6921 images/s [03/14 05:48:50] ppdet.engine INFO: Epoch: [276] [320/610] learning_rate: 0.003620 loss_vfl: 0.918709 loss_bbox: 0.422414 loss_dfl: 0.412464 loss: 1.761229 eta: 3:16:46 batch_cost: 0.7445 data_cost: 0.0009 ips: 64.4699 images/s [03/14 05:49:08] ppdet.engine INFO: Epoch: [276] [340/610] learning_rate: 0.003610 loss_vfl: 0.896526 loss_bbox: 0.392882 loss_dfl: 0.393909 loss: 1.691290 eta: 3:16:29 batch_cost: 0.7940 data_cost: 0.0003 ips: 60.4566 images/s [03/14 05:49:26] ppdet.engine INFO: Epoch: [276] [360/610] learning_rate: 0.003600 loss_vfl: 0.928545 loss_bbox: 0.447358 loss_dfl: 0.426338 loss: 1.816185 eta: 3:16:12 batch_cost: 0.8134 data_cost: 0.0003 ips: 59.0129 images/s [03/14 05:49:44] ppdet.engine INFO: Epoch: [276] [380/610] learning_rate: 0.003590 loss_vfl: 0.841726 loss_bbox: 0.375397 loss_dfl: 0.385131 loss: 1.595756 eta: 3:15:56 batch_cost: 0.8281 data_cost: 0.0003 ips: 57.9614 images/s [03/14 05:50:01] ppdet.engine INFO: Epoch: [276] [400/610] learning_rate: 0.003580 loss_vfl: 0.861308 loss_bbox: 0.370385 loss_dfl: 0.383503 loss: 1.631390 eta: 3:15:39 batch_cost: 0.7722 data_cost: 0.0003 ips: 62.1616 images/s [03/14 05:50:19] ppdet.engine INFO: Epoch: [276] [420/610] learning_rate: 0.003570 loss_vfl: 0.903618 loss_bbox: 0.417021 loss_dfl: 0.414201 loss: 1.733105 eta: 3:15:23 batch_cost: 0.8053 data_cost: 0.0003 ips: 59.6083 images/s [03/14 05:50:37] ppdet.engine INFO: Epoch: [276] [440/610] learning_rate: 0.003560 loss_vfl: 0.863564 loss_bbox: 0.392219 loss_dfl: 0.393081 loss: 1.647400 eta: 3:15:06 batch_cost: 0.8245 data_cost: 0.0003 ips: 58.2146 images/s [03/14 05:50:56] ppdet.engine INFO: Epoch: [276] [460/610] learning_rate: 0.003550 loss_vfl: 0.842854 loss_bbox: 0.395177 loss_dfl: 0.387538 loss: 1.630710 eta: 3:14:50 batch_cost: 0.8193 data_cost: 0.0003 ips: 58.5839 images/s [03/14 05:51:14] ppdet.engine INFO: Epoch: [276] [480/610] learning_rate: 0.003540 loss_vfl: 0.884797 loss_bbox: 0.411667 loss_dfl: 0.405852 loss: 1.720470 eta: 3:14:33 batch_cost: 0.7868 data_cost: 0.0012 ips: 61.0091 images/s [03/14 05:51:32] ppdet.engine INFO: Epoch: [276] [500/610] learning_rate: 0.003530 loss_vfl: 0.891572 loss_bbox: 0.404379 loss_dfl: 0.397638 loss: 1.684806 eta: 3:14:17 batch_cost: 0.8164 data_cost: 0.0003 ips: 58.7950 images/s [03/14 05:51:49] ppdet.engine INFO: Epoch: [276] [520/610] learning_rate: 0.003520 loss_vfl: 0.912818 loss_bbox: 0.425744 loss_dfl: 0.420706 loss: 1.778681 eta: 3:14:00 batch_cost: 0.7584 data_cost: 0.0003 ips: 63.2923 images/s [03/14 05:52:07] ppdet.engine INFO: Epoch: [276] [540/610] learning_rate: 0.003510 loss_vfl: 0.926471 loss_bbox: 0.406002 loss_dfl: 0.410887 loss: 1.780268 eta: 3:13:44 batch_cost: 0.7954 data_cost: 0.0014 ips: 60.3451 images/s [03/14 05:52:25] ppdet.engine INFO: Epoch: [276] [560/610] learning_rate: 0.003500 loss_vfl: 0.957982 loss_bbox: 0.416502 loss_dfl: 0.418634 loss: 1.791957 eta: 3:13:27 batch_cost: 0.8158 data_cost: 0.0004 ips: 58.8363 images/s [03/14 05:52:43] ppdet.engine INFO: Epoch: [276] [580/610] learning_rate: 0.003490 loss_vfl: 0.864878 loss_bbox: 0.383749 loss_dfl: 0.395766 loss: 1.651482 eta: 3:13:11 batch_cost: 0.8206 data_cost: 0.0008 ips: 58.4903 images/s [03/14 05:53:00] ppdet.engine INFO: Epoch: [276] [600/610] learning_rate: 0.003480 loss_vfl: 0.923817 loss_bbox: 0.428429 loss_dfl: 0.427181 loss: 1.790502 eta: 3:12:54 batch_cost: 0.7241 data_cost: 0.0004 ips: 66.2917 images/s [03/14 05:53:15] ppdet.engine INFO: Epoch: [277] [ 0/610] learning_rate: 0.003475 loss_vfl: 0.911299 loss_bbox: 0.405080 loss_dfl: 0.410667 loss: 1.757134 eta: 3:12:46 batch_cost: 1.0146 data_cost: 0.2793 ips: 47.3092 images/s [03/14 05:53:35] ppdet.engine INFO: Epoch: [277] [ 20/610] learning_rate: 0.003465 loss_vfl: 0.875536 loss_bbox: 0.401556 loss_dfl: 0.388548 loss: 1.653768 eta: 3:12:30 batch_cost: 0.8521 data_cost: 0.0003 ips: 56.3290 images/s [03/14 05:53:52] ppdet.engine INFO: Epoch: [277] [ 40/610] learning_rate: 0.003456 loss_vfl: 0.935612 loss_bbox: 0.418566 loss_dfl: 0.411758 loss: 1.764104 eta: 3:12:13 batch_cost: 0.8091 data_cost: 0.0011 ips: 59.3220 images/s [03/14 05:54:11] ppdet.engine INFO: Epoch: [277] [ 60/610] learning_rate: 0.003446 loss_vfl: 0.895409 loss_bbox: 0.403782 loss_dfl: 0.405778 loss: 1.694414 eta: 3:11:57 batch_cost: 0.8321 data_cost: 0.0003 ips: 57.6819 images/s [03/14 05:54:29] ppdet.engine INFO: Epoch: [277] [ 80/610] learning_rate: 0.003436 loss_vfl: 0.881138 loss_bbox: 0.386586 loss_dfl: 0.380994 loss: 1.640040 eta: 3:11:40 batch_cost: 0.7819 data_cost: 0.0010 ips: 61.3877 images/s [03/14 05:54:48] ppdet.engine INFO: Epoch: [277] [100/610] learning_rate: 0.003426 loss_vfl: 0.856668 loss_bbox: 0.398298 loss_dfl: 0.405710 loss: 1.649970 eta: 3:11:24 batch_cost: 0.8098 data_cost: 0.0003 ips: 59.2712 images/s [03/14 05:55:06] ppdet.engine INFO: Epoch: [277] [120/610] learning_rate: 0.003416 loss_vfl: 0.857836 loss_bbox: 0.400196 loss_dfl: 0.390835 loss: 1.663010 eta: 3:11:07 batch_cost: 0.8258 data_cost: 0.0009 ips: 58.1226 images/s [03/14 05:55:24] ppdet.engine INFO: Epoch: [277] [140/610] learning_rate: 0.003407 loss_vfl: 0.836820 loss_bbox: 0.372645 loss_dfl: 0.376792 loss: 1.586837 eta: 3:10:51 batch_cost: 0.8234 data_cost: 0.0007 ips: 58.2955 images/s [03/14 05:55:43] ppdet.engine INFO: Epoch: [277] [160/610] learning_rate: 0.003397 loss_vfl: 0.913586 loss_bbox: 0.407309 loss_dfl: 0.414638 loss: 1.728902 eta: 3:10:34 batch_cost: 0.8139 data_cost: 0.0009 ips: 58.9729 images/s [03/14 05:56:01] ppdet.engine INFO: Epoch: [277] [180/610] learning_rate: 0.003387 loss_vfl: 0.889214 loss_bbox: 0.407184 loss_dfl: 0.396684 loss: 1.693904 eta: 3:10:18 batch_cost: 0.8250 data_cost: 0.0003 ips: 58.1784 images/s [03/14 05:56:19] ppdet.engine INFO: Epoch: [277] [200/610] learning_rate: 0.003377 loss_vfl: 0.847011 loss_bbox: 0.366970 loss_dfl: 0.374464 loss: 1.577466 eta: 3:10:01 batch_cost: 0.8137 data_cost: 0.0003 ips: 58.9884 images/s [03/14 05:56:38] ppdet.engine INFO: Epoch: [277] [220/610] learning_rate: 0.003368 loss_vfl: 0.871845 loss_bbox: 0.396147 loss_dfl: 0.394629 loss: 1.653939 eta: 3:09:45 batch_cost: 0.8105 data_cost: 0.0043 ips: 59.2231 images/s [03/14 05:56:56] ppdet.engine INFO: Epoch: [277] [240/610] learning_rate: 0.003358 loss_vfl: 0.873467 loss_bbox: 0.387773 loss_dfl: 0.396947 loss: 1.673507 eta: 3:09:28 batch_cost: 0.7763 data_cost: 0.0003 ips: 61.8282 images/s [03/14 05:57:13] ppdet.engine INFO: Epoch: [277] [260/610] learning_rate: 0.003348 loss_vfl: 0.884305 loss_bbox: 0.402961 loss_dfl: 0.393865 loss: 1.672097 eta: 3:09:12 batch_cost: 0.7834 data_cost: 0.0003 ips: 61.2690 images/s [03/14 05:57:32] ppdet.engine INFO: Epoch: [277] [280/610] learning_rate: 0.003339 loss_vfl: 0.895334 loss_bbox: 0.383457 loss_dfl: 0.405050 loss: 1.700020 eta: 3:08:55 batch_cost: 0.8553 data_cost: 0.0003 ips: 56.1234 images/s [03/14 05:57:50] ppdet.engine INFO: Epoch: [277] [300/610] learning_rate: 0.003329 loss_vfl: 0.887243 loss_bbox: 0.415625 loss_dfl: 0.418318 loss: 1.745093 eta: 3:08:39 batch_cost: 0.8002 data_cost: 0.0003 ips: 59.9853 images/s [03/14 05:58:09] ppdet.engine INFO: Epoch: [277] [320/610] learning_rate: 0.003319 loss_vfl: 0.879758 loss_bbox: 0.380858 loss_dfl: 0.397557 loss: 1.669308 eta: 3:08:22 batch_cost: 0.8031 data_cost: 0.0003 ips: 59.7688 images/s [03/14 05:58:28] ppdet.engine INFO: Epoch: [277] [340/610] learning_rate: 0.003310 loss_vfl: 0.879625 loss_bbox: 0.407864 loss_dfl: 0.390993 loss: 1.681357 eta: 3:08:06 batch_cost: 0.8436 data_cost: 0.0003 ips: 56.8982 images/s [03/14 05:58:45] ppdet.engine INFO: Epoch: [277] [360/610] learning_rate: 0.003300 loss_vfl: 0.898441 loss_bbox: 0.407375 loss_dfl: 0.401765 loss: 1.706496 eta: 3:07:49 batch_cost: 0.7382 data_cost: 0.0003 ips: 65.0230 images/s [03/14 05:59:03] ppdet.engine INFO: Epoch: [277] [380/610] learning_rate: 0.003290 loss_vfl: 0.826707 loss_bbox: 0.380011 loss_dfl: 0.386349 loss: 1.586506 eta: 3:07:32 batch_cost: 0.7934 data_cost: 0.0012 ips: 60.5010 images/s [03/14 05:59:21] ppdet.engine INFO: Epoch: [277] [400/610] learning_rate: 0.003281 loss_vfl: 0.916879 loss_bbox: 0.419727 loss_dfl: 0.417288 loss: 1.775416 eta: 3:07:16 batch_cost: 0.7288 data_cost: 0.0003 ips: 65.8613 images/s [03/14 05:59:38] ppdet.engine INFO: Epoch: [277] [420/610] learning_rate: 0.003271 loss_vfl: 0.885900 loss_bbox: 0.391072 loss_dfl: 0.385858 loss: 1.657018 eta: 3:06:59 batch_cost: 0.8058 data_cost: 0.0009 ips: 59.5682 images/s [03/14 05:59:57] ppdet.engine INFO: Epoch: [277] [440/610] learning_rate: 0.003262 loss_vfl: 0.863865 loss_bbox: 0.387389 loss_dfl: 0.386680 loss: 1.633882 eta: 3:06:43 batch_cost: 0.8236 data_cost: 0.0009 ips: 58.2797 images/s [03/14 06:00:14] ppdet.engine INFO: Epoch: [277] [460/610] learning_rate: 0.003252 loss_vfl: 0.841819 loss_bbox: 0.364138 loss_dfl: 0.380892 loss: 1.581327 eta: 3:06:26 batch_cost: 0.8081 data_cost: 0.0003 ips: 59.3956 images/s [03/14 06:00:32] ppdet.engine INFO: Epoch: [277] [480/610] learning_rate: 0.003243 loss_vfl: 0.830892 loss_bbox: 0.373295 loss_dfl: 0.379380 loss: 1.591976 eta: 3:06:10 batch_cost: 0.8063 data_cost: 0.0003 ips: 59.5345 images/s [03/14 06:00:51] ppdet.engine INFO: Epoch: [277] [500/610] learning_rate: 0.003233 loss_vfl: 0.890837 loss_bbox: 0.378791 loss_dfl: 0.393254 loss: 1.664037 eta: 3:05:53 batch_cost: 0.8508 data_cost: 0.0003 ips: 56.4150 images/s [03/14 06:01:10] ppdet.engine INFO: Epoch: [277] [520/610] learning_rate: 0.003224 loss_vfl: 0.911435 loss_bbox: 0.394742 loss_dfl: 0.401163 loss: 1.699264 eta: 3:05:37 batch_cost: 0.8608 data_cost: 0.0005 ips: 55.7596 images/s [03/14 06:01:28] ppdet.engine INFO: Epoch: [277] [540/610] learning_rate: 0.003214 loss_vfl: 0.896403 loss_bbox: 0.388422 loss_dfl: 0.384980 loss: 1.670012 eta: 3:05:20 batch_cost: 0.8154 data_cost: 0.0003 ips: 58.8698 images/s [03/14 06:01:46] ppdet.engine INFO: Epoch: [277] [560/610] learning_rate: 0.003205 loss_vfl: 0.869395 loss_bbox: 0.407352 loss_dfl: 0.393438 loss: 1.681039 eta: 3:05:04 batch_cost: 0.8122 data_cost: 0.0003 ips: 59.0967 images/s [03/14 06:02:04] ppdet.engine INFO: Epoch: [277] [580/610] learning_rate: 0.003195 loss_vfl: 0.853485 loss_bbox: 0.371669 loss_dfl: 0.376440 loss: 1.585777 eta: 3:04:47 batch_cost: 0.8284 data_cost: 0.0003 ips: 57.9441 images/s [03/14 06:02:22] ppdet.engine INFO: Epoch: [277] [600/610] learning_rate: 0.003186 loss_vfl: 0.869608 loss_bbox: 0.391321 loss_dfl: 0.388965 loss: 1.653786 eta: 3:04:31 batch_cost: 0.8178 data_cost: 0.0003 ips: 58.6917 images/s [03/14 06:02:38] ppdet.engine INFO: Epoch: [278] [ 0/610] learning_rate: 0.003181 loss_vfl: 0.868023 loss_bbox: 0.388439 loss_dfl: 0.391883 loss: 1.664473 eta: 3:04:23 batch_cost: 1.0919 data_cost: 0.1837 ips: 43.9619 images/s [03/14 06:02:58] ppdet.engine INFO: Epoch: [278] [ 20/610] learning_rate: 0.003171 loss_vfl: 0.890765 loss_bbox: 0.379552 loss_dfl: 0.391923 loss: 1.673709 eta: 3:04:07 batch_cost: 0.8785 data_cost: 0.0004 ips: 54.6415 images/s [03/14 06:03:16] ppdet.engine INFO: Epoch: [278] [ 40/610] learning_rate: 0.003162 loss_vfl: 0.922124 loss_bbox: 0.409070 loss_dfl: 0.402944 loss: 1.740724 eta: 3:03:50 batch_cost: 0.7601 data_cost: 0.0003 ips: 63.1535 images/s [03/14 06:03:34] ppdet.engine INFO: Epoch: [278] [ 60/610] learning_rate: 0.003153 loss_vfl: 0.908437 loss_bbox: 0.397769 loss_dfl: 0.409715 loss: 1.732585 eta: 3:03:34 batch_cost: 0.7932 data_cost: 0.0003 ips: 60.5155 images/s [03/14 06:03:51] ppdet.engine INFO: Epoch: [278] [ 80/610] learning_rate: 0.003143 loss_vfl: 0.902535 loss_bbox: 0.403890 loss_dfl: 0.426418 loss: 1.733540 eta: 3:03:17 batch_cost: 0.7629 data_cost: 0.0003 ips: 62.9215 images/s [03/14 06:04:09] ppdet.engine INFO: Epoch: [278] [100/610] learning_rate: 0.003134 loss_vfl: 0.858702 loss_bbox: 0.393180 loss_dfl: 0.397297 loss: 1.627468 eta: 3:03:00 batch_cost: 0.7765 data_cost: 0.0003 ips: 61.8138 images/s [03/14 06:04:27] ppdet.engine INFO: Epoch: [278] [120/610] learning_rate: 0.003125 loss_vfl: 0.836594 loss_bbox: 0.371358 loss_dfl: 0.383232 loss: 1.582587 eta: 3:02:44 batch_cost: 0.7654 data_cost: 0.0005 ips: 62.7156 images/s [03/14 06:04:45] ppdet.engine INFO: Epoch: [278] [140/610] learning_rate: 0.003115 loss_vfl: 0.907029 loss_bbox: 0.405124 loss_dfl: 0.408410 loss: 1.713063 eta: 3:02:27 batch_cost: 0.8018 data_cost: 0.0010 ips: 59.8647 images/s [03/14 06:05:04] ppdet.engine INFO: Epoch: [278] [160/610] learning_rate: 0.003106 loss_vfl: 0.826688 loss_bbox: 0.388287 loss_dfl: 0.380200 loss: 1.609010 eta: 3:02:11 batch_cost: 0.8511 data_cost: 0.0003 ips: 56.3951 images/s [03/14 06:05:22] ppdet.engine INFO: Epoch: [278] [180/610] learning_rate: 0.003097 loss_vfl: 0.884277 loss_bbox: 0.392732 loss_dfl: 0.396717 loss: 1.688258 eta: 3:01:54 batch_cost: 0.8384 data_cost: 0.0003 ips: 57.2552 images/s [03/14 06:05:40] ppdet.engine INFO: Epoch: [278] [200/610] learning_rate: 0.003087 loss_vfl: 0.911240 loss_bbox: 0.414373 loss_dfl: 0.402618 loss: 1.728393 eta: 3:01:38 batch_cost: 0.7911 data_cost: 0.0003 ips: 60.6751 images/s [03/14 06:05:58] ppdet.engine INFO: Epoch: [278] [220/610] learning_rate: 0.003078 loss_vfl: 0.883252 loss_bbox: 0.401847 loss_dfl: 0.397976 loss: 1.671337 eta: 3:01:21 batch_cost: 0.8190 data_cost: 0.0003 ips: 58.6111 images/s [03/14 06:06:17] ppdet.engine INFO: Epoch: [278] [240/610] learning_rate: 0.003069 loss_vfl: 0.922865 loss_bbox: 0.403369 loss_dfl: 0.405472 loss: 1.732245 eta: 3:01:05 batch_cost: 0.8300 data_cost: 0.0003 ips: 57.8322 images/s [03/14 06:06:35] ppdet.engine INFO: Epoch: [278] [260/610] learning_rate: 0.003059 loss_vfl: 0.857009 loss_bbox: 0.373702 loss_dfl: 0.379939 loss: 1.631007 eta: 3:00:48 batch_cost: 0.7749 data_cost: 0.0009 ips: 61.9473 images/s [03/14 06:06:54] ppdet.engine INFO: Epoch: [278] [280/610] learning_rate: 0.003050 loss_vfl: 0.878387 loss_bbox: 0.390131 loss_dfl: 0.388448 loss: 1.645082 eta: 3:00:32 batch_cost: 0.8256 data_cost: 0.0009 ips: 58.1430 images/s [03/14 06:07:12] ppdet.engine INFO: Epoch: [278] [300/610] learning_rate: 0.003041 loss_vfl: 0.913940 loss_bbox: 0.437426 loss_dfl: 0.419397 loss: 1.786755 eta: 3:00:15 batch_cost: 0.8186 data_cost: 0.0003 ips: 58.6366 images/s [03/14 06:07:31] ppdet.engine INFO: Epoch: [278] [320/610] learning_rate: 0.003032 loss_vfl: 0.942433 loss_bbox: 0.415087 loss_dfl: 0.429360 loss: 1.797402 eta: 2:59:59 batch_cost: 0.8413 data_cost: 0.0003 ips: 57.0547 images/s [03/14 06:07:50] ppdet.engine INFO: Epoch: [278] [340/610] learning_rate: 0.003022 loss_vfl: 0.817866 loss_bbox: 0.362476 loss_dfl: 0.362617 loss: 1.566351 eta: 2:59:42 batch_cost: 0.8207 data_cost: 0.0003 ips: 58.4886 images/s [03/14 06:08:09] ppdet.engine INFO: Epoch: [278] [360/610] learning_rate: 0.003013 loss_vfl: 0.940679 loss_bbox: 0.419237 loss_dfl: 0.413521 loss: 1.774783 eta: 2:59:26 batch_cost: 0.8624 data_cost: 0.0003 ips: 55.6576 images/s [03/14 06:08:27] ppdet.engine INFO: Epoch: [278] [380/610] learning_rate: 0.003004 loss_vfl: 0.901173 loss_bbox: 0.415090 loss_dfl: 0.409193 loss: 1.738520 eta: 2:59:09 batch_cost: 0.7984 data_cost: 0.0003 ips: 60.1182 images/s [03/14 06:08:46] ppdet.engine INFO: Epoch: [278] [400/610] learning_rate: 0.002995 loss_vfl: 0.928056 loss_bbox: 0.408027 loss_dfl: 0.417126 loss: 1.745990 eta: 2:58:53 batch_cost: 0.8490 data_cost: 0.0003 ips: 56.5368 images/s [03/14 06:09:04] ppdet.engine INFO: Epoch: [278] [420/610] learning_rate: 0.002986 loss_vfl: 0.878006 loss_bbox: 0.388654 loss_dfl: 0.409572 loss: 1.678869 eta: 2:58:37 batch_cost: 0.8399 data_cost: 0.0003 ips: 57.1488 images/s [03/14 06:09:22] ppdet.engine INFO: Epoch: [278] [440/610] learning_rate: 0.002977 loss_vfl: 0.843836 loss_bbox: 0.385477 loss_dfl: 0.384056 loss: 1.605012 eta: 2:58:20 batch_cost: 0.8067 data_cost: 0.0003 ips: 59.5052 images/s [03/14 06:09:40] ppdet.engine INFO: Epoch: [278] [460/610] learning_rate: 0.002967 loss_vfl: 0.898025 loss_bbox: 0.381573 loss_dfl: 0.390601 loss: 1.657346 eta: 2:58:03 batch_cost: 0.8011 data_cost: 0.0003 ips: 59.9169 images/s [03/14 06:09:58] ppdet.engine INFO: Epoch: [278] [480/610] learning_rate: 0.002958 loss_vfl: 0.867694 loss_bbox: 0.400876 loss_dfl: 0.401601 loss: 1.673269 eta: 2:57:47 batch_cost: 0.8266 data_cost: 0.0003 ips: 58.0670 images/s [03/14 06:10:16] ppdet.engine INFO: Epoch: [278] [500/610] learning_rate: 0.002949 loss_vfl: 0.882995 loss_bbox: 0.387680 loss_dfl: 0.381309 loss: 1.661229 eta: 2:57:30 batch_cost: 0.7960 data_cost: 0.0003 ips: 60.2988 images/s [03/14 06:10:34] ppdet.engine INFO: Epoch: [278] [520/610] learning_rate: 0.002940 loss_vfl: 0.897717 loss_bbox: 0.402042 loss_dfl: 0.416491 loss: 1.715349 eta: 2:57:14 batch_cost: 0.8071 data_cost: 0.0003 ips: 59.4720 images/s [03/14 06:10:52] ppdet.engine INFO: Epoch: [278] [540/610] learning_rate: 0.002931 loss_vfl: 0.905058 loss_bbox: 0.397286 loss_dfl: 0.407516 loss: 1.707077 eta: 2:56:57 batch_cost: 0.8158 data_cost: 0.0003 ips: 58.8371 images/s [03/14 06:11:11] ppdet.engine INFO: Epoch: [278] [560/610] learning_rate: 0.002922 loss_vfl: 0.834517 loss_bbox: 0.383476 loss_dfl: 0.378383 loss: 1.602271 eta: 2:56:41 batch_cost: 0.8575 data_cost: 0.0003 ips: 55.9767 images/s [03/14 06:11:31] ppdet.engine INFO: Epoch: [278] [580/610] learning_rate: 0.002913 loss_vfl: 0.842069 loss_bbox: 0.386217 loss_dfl: 0.391582 loss: 1.621309 eta: 2:56:25 batch_cost: 0.9008 data_cost: 0.0003 ips: 53.2885 images/s [03/14 06:11:48] ppdet.engine INFO: Epoch: [278] [600/610] learning_rate: 0.002904 loss_vfl: 0.879248 loss_bbox: 0.402569 loss_dfl: 0.397794 loss: 1.712058 eta: 2:56:08 batch_cost: 0.7640 data_cost: 0.0003 ips: 62.8285 images/s [03/14 06:12:04] ppdet.engine INFO: Epoch: [279] [ 0/610] learning_rate: 0.002899 loss_vfl: 0.865095 loss_bbox: 0.405680 loss_dfl: 0.394822 loss: 1.699896 eta: 2:56:00 batch_cost: 1.0172 data_cost: 0.3171 ips: 47.1872 images/s [03/14 06:12:22] ppdet.engine INFO: Epoch: [279] [ 20/610] learning_rate: 0.002890 loss_vfl: 0.909979 loss_bbox: 0.417694 loss_dfl: 0.419176 loss: 1.768399 eta: 2:55:44 batch_cost: 0.8487 data_cost: 0.0002 ips: 56.5556 images/s [03/14 06:12:41] ppdet.engine INFO: Epoch: [279] [ 40/610] learning_rate: 0.002881 loss_vfl: 0.836323 loss_bbox: 0.392079 loss_dfl: 0.390679 loss: 1.631499 eta: 2:55:27 batch_cost: 0.8319 data_cost: 0.0003 ips: 57.7001 images/s [03/14 06:13:00] ppdet.engine INFO: Epoch: [279] [ 60/610] learning_rate: 0.002872 loss_vfl: 0.898506 loss_bbox: 0.411532 loss_dfl: 0.400996 loss: 1.730147 eta: 2:55:11 batch_cost: 0.8394 data_cost: 0.0003 ips: 57.1803 images/s [03/14 06:13:18] ppdet.engine INFO: Epoch: [279] [ 80/610] learning_rate: 0.002863 loss_vfl: 0.842342 loss_bbox: 0.393596 loss_dfl: 0.389428 loss: 1.619562 eta: 2:54:54 batch_cost: 0.7921 data_cost: 0.0003 ips: 60.5991 images/s [03/14 06:13:36] ppdet.engine INFO: Epoch: [279] [100/610] learning_rate: 0.002855 loss_vfl: 0.918600 loss_bbox: 0.426896 loss_dfl: 0.409271 loss: 1.756503 eta: 2:54:38 batch_cost: 0.8049 data_cost: 0.0003 ips: 59.6344 images/s [03/14 06:13:55] ppdet.engine INFO: Epoch: [279] [120/610] learning_rate: 0.002846 loss_vfl: 0.843997 loss_bbox: 0.396280 loss_dfl: 0.388347 loss: 1.627317 eta: 2:54:21 batch_cost: 0.8732 data_cost: 0.0009 ips: 54.9704 images/s [03/14 06:14:13] ppdet.engine INFO: Epoch: [279] [140/610] learning_rate: 0.002837 loss_vfl: 0.873119 loss_bbox: 0.398527 loss_dfl: 0.411545 loss: 1.706621 eta: 2:54:05 batch_cost: 0.8260 data_cost: 0.0003 ips: 58.1137 images/s [03/14 06:14:32] ppdet.engine INFO: Epoch: [279] [160/610] learning_rate: 0.002828 loss_vfl: 0.850334 loss_bbox: 0.369133 loss_dfl: 0.376613 loss: 1.578805 eta: 2:53:48 batch_cost: 0.8029 data_cost: 0.0003 ips: 59.7824 images/s [03/14 06:14:50] ppdet.engine INFO: Epoch: [279] [180/610] learning_rate: 0.002819 loss_vfl: 0.902855 loss_bbox: 0.406718 loss_dfl: 0.416993 loss: 1.733536 eta: 2:53:32 batch_cost: 0.7654 data_cost: 0.0003 ips: 62.7162 images/s [03/14 06:15:08] ppdet.engine INFO: Epoch: [279] [200/610] learning_rate: 0.002810 loss_vfl: 0.895181 loss_bbox: 0.391225 loss_dfl: 0.409646 loss: 1.684525 eta: 2:53:15 batch_cost: 0.8142 data_cost: 0.0003 ips: 58.9542 images/s [03/14 06:15:26] ppdet.engine INFO: Epoch: [279] [220/610] learning_rate: 0.002801 loss_vfl: 0.904982 loss_bbox: 0.402920 loss_dfl: 0.397058 loss: 1.688794 eta: 2:52:59 batch_cost: 0.8155 data_cost: 0.0003 ips: 58.8627 images/s [03/14 06:15:44] ppdet.engine INFO: Epoch: [279] [240/610] learning_rate: 0.002792 loss_vfl: 0.875576 loss_bbox: 0.389666 loss_dfl: 0.393670 loss: 1.677067 eta: 2:52:42 batch_cost: 0.8166 data_cost: 0.0003 ips: 58.7832 images/s [03/14 06:16:03] ppdet.engine INFO: Epoch: [279] [260/610] learning_rate: 0.002783 loss_vfl: 0.860916 loss_bbox: 0.392396 loss_dfl: 0.389202 loss: 1.640617 eta: 2:52:26 batch_cost: 0.8014 data_cost: 0.0003 ips: 59.8953 images/s [03/14 06:16:21] ppdet.engine INFO: Epoch: [279] [280/610] learning_rate: 0.002775 loss_vfl: 0.930859 loss_bbox: 0.402322 loss_dfl: 0.417531 loss: 1.756724 eta: 2:52:09 batch_cost: 0.8185 data_cost: 0.0003 ips: 58.6418 images/s [03/14 06:16:39] ppdet.engine INFO: Epoch: [279] [300/610] learning_rate: 0.002766 loss_vfl: 0.852087 loss_bbox: 0.394890 loss_dfl: 0.390992 loss: 1.632154 eta: 2:51:53 batch_cost: 0.8141 data_cost: 0.0009 ips: 58.9606 images/s [03/14 06:16:56] ppdet.engine INFO: Epoch: [279] [320/610] learning_rate: 0.002757 loss_vfl: 0.841245 loss_bbox: 0.397172 loss_dfl: 0.387959 loss: 1.621048 eta: 2:51:36 batch_cost: 0.7438 data_cost: 0.0003 ips: 64.5342 images/s [03/14 06:17:15] ppdet.engine INFO: Epoch: [279] [340/610] learning_rate: 0.002748 loss_vfl: 0.877840 loss_bbox: 0.401400 loss_dfl: 0.385273 loss: 1.657913 eta: 2:51:20 batch_cost: 0.8316 data_cost: 0.0003 ips: 57.7181 images/s [03/14 06:17:33] ppdet.engine INFO: Epoch: [279] [360/610] learning_rate: 0.002739 loss_vfl: 0.874431 loss_bbox: 0.377610 loss_dfl: 0.393605 loss: 1.648929 eta: 2:51:03 batch_cost: 0.8331 data_cost: 0.0012 ips: 57.6136 images/s [03/14 06:17:52] ppdet.engine INFO: Epoch: [279] [380/610] learning_rate: 0.002731 loss_vfl: 0.900184 loss_bbox: 0.417859 loss_dfl: 0.413329 loss: 1.739746 eta: 2:50:47 batch_cost: 0.8106 data_cost: 0.0003 ips: 59.2128 images/s [03/14 06:18:10] ppdet.engine INFO: Epoch: [279] [400/610] learning_rate: 0.002722 loss_vfl: 0.891094 loss_bbox: 0.388384 loss_dfl: 0.396813 loss: 1.685893 eta: 2:50:30 batch_cost: 0.8200 data_cost: 0.0003 ips: 58.5346 images/s [03/14 06:18:28] ppdet.engine INFO: Epoch: [279] [420/610] learning_rate: 0.002713 loss_vfl: 0.844306 loss_bbox: 0.396961 loss_dfl: 0.382858 loss: 1.623754 eta: 2:50:14 batch_cost: 0.7968 data_cost: 0.0003 ips: 60.2383 images/s [03/14 06:18:46] ppdet.engine INFO: Epoch: [279] [440/610] learning_rate: 0.002704 loss_vfl: 0.889096 loss_bbox: 0.399113 loss_dfl: 0.395591 loss: 1.687117 eta: 2:49:57 batch_cost: 0.7778 data_cost: 0.0003 ips: 61.7104 images/s [03/14 06:19:04] ppdet.engine INFO: Epoch: [279] [460/610] learning_rate: 0.002696 loss_vfl: 0.841199 loss_bbox: 0.375651 loss_dfl: 0.372700 loss: 1.593743 eta: 2:49:40 batch_cost: 0.7643 data_cost: 0.0003 ips: 62.8039 images/s [03/14 06:19:22] ppdet.engine INFO: Epoch: [279] [480/610] learning_rate: 0.002687 loss_vfl: 0.920169 loss_bbox: 0.402995 loss_dfl: 0.421595 loss: 1.742422 eta: 2:49:24 batch_cost: 0.8317 data_cost: 0.0003 ips: 57.7139 images/s [03/14 06:19:41] ppdet.engine INFO: Epoch: [279] [500/610] learning_rate: 0.002678 loss_vfl: 0.894880 loss_bbox: 0.378212 loss_dfl: 0.406219 loss: 1.679311 eta: 2:49:08 batch_cost: 0.8542 data_cost: 0.0008 ips: 56.1940 images/s [03/14 06:19:59] ppdet.engine INFO: Epoch: [279] [520/610] learning_rate: 0.002670 loss_vfl: 0.879905 loss_bbox: 0.408438 loss_dfl: 0.403646 loss: 1.690196 eta: 2:48:51 batch_cost: 0.8149 data_cost: 0.0003 ips: 58.9010 images/s [03/14 06:20:17] ppdet.engine INFO: Epoch: [279] [540/610] learning_rate: 0.002661 loss_vfl: 0.890971 loss_bbox: 0.407493 loss_dfl: 0.402619 loss: 1.700900 eta: 2:48:35 batch_cost: 0.7725 data_cost: 0.0017 ips: 62.1353 images/s [03/14 06:20:34] ppdet.engine INFO: Epoch: [279] [560/610] learning_rate: 0.002652 loss_vfl: 0.937557 loss_bbox: 0.418737 loss_dfl: 0.411960 loss: 1.744923 eta: 2:48:18 batch_cost: 0.8129 data_cost: 0.0003 ips: 59.0483 images/s [03/14 06:20:52] ppdet.engine INFO: Epoch: [279] [580/610] learning_rate: 0.002644 loss_vfl: 0.890606 loss_bbox: 0.399393 loss_dfl: 0.393755 loss: 1.681977 eta: 2:48:01 batch_cost: 0.7858 data_cost: 0.0016 ips: 61.0870 images/s [03/14 06:21:10] ppdet.engine INFO: Epoch: [279] [600/610] learning_rate: 0.002635 loss_vfl: 0.883575 loss_bbox: 0.409078 loss_dfl: 0.406355 loss: 1.719827 eta: 2:47:45 batch_cost: 0.7960 data_cost: 0.0004 ips: 60.3007 images/s [03/14 06:21:18] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_s_416_coco [03/14 06:21:18] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_s_416_coco [03/14 06:21:18] ppdet.engine INFO: Eval iter: 0 [03/14 06:21:35] ppdet.engine INFO: Eval iter: 100 [03/14 06:21:45] ppdet.engine INFO: Eval iter: 200 [03/14 06:21:55] ppdet.engine INFO: Eval iter: 300 [03/14 06:22:05] ppdet.engine INFO: Eval iter: 400 [03/14 06:22:16] ppdet.engine INFO: Eval iter: 500 [03/14 06:22:26] ppdet.engine INFO: Eval iter: 600 [03/14 06:22:42] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json. loading annotations into memory... Done (t=0.99s) creating index... index created! [03/14 06:22:43] ppdet.metrics.coco_utils INFO: Start evaluate... Loading and preparing results... DONE (t=4.93s) creating index... index created! Running per image evaluation... Evaluate annotation type *bbox* DONE (t=95.64s). Accumulating evaluation results... DONE (t=19.46s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.324 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.477 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.341 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.119 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.344 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 ] = 0.288 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.454 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.484 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.215 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 ] = 0.733 [03/14 06:24:45] ppdet.engine INFO: Total sample number: 4952, averge FPS: 70.14999194481594 [03/14 06:24:45] ppdet.engine INFO: Best test bbox ap is 0.325. [03/14 06:24:46] ppdet.engine INFO: Epoch: [280] [ 0/610] learning_rate: 0.002631 loss_vfl: 0.864002 loss_bbox: 0.388211 loss_dfl: 0.399950 loss: 1.648789 eta: 2:47:37 batch_cost: 0.6940 data_cost: 0.0003 ips: 69.1608 images/s [03/14 06:25:05] ppdet.engine INFO: Epoch: [280] [ 20/610] learning_rate: 0.002622 loss_vfl: 0.861028 loss_bbox: 0.384676 loss_dfl: 0.390321 loss: 1.635189 eta: 2:47:20 batch_cost: 0.8785 data_cost: 0.0003 ips: 54.6362 images/s [03/14 06:25:23] ppdet.engine INFO: Epoch: [280] [ 40/610] learning_rate: 0.002614 loss_vfl: 0.852382 loss_bbox: 0.386467 loss_dfl: 0.377027 loss: 1.620021 eta: 2:47:04 batch_cost: 0.7925 data_cost: 0.0003 ips: 60.5660 images/s [03/14 06:25:41] ppdet.engine INFO: Epoch: [280] [ 60/610] learning_rate: 0.002605 loss_vfl: 0.866328 loss_bbox: 0.401524 loss_dfl: 0.399070 loss: 1.665071 eta: 2:46:47 batch_cost: 0.7856 data_cost: 0.0003 ips: 61.1032 images/s [03/14 06:25:58] ppdet.engine INFO: Epoch: [280] [ 80/610] learning_rate: 0.002597 loss_vfl: 0.821014 loss_bbox: 0.393936 loss_dfl: 0.392122 loss: 1.590404 eta: 2:46:31 batch_cost: 0.7843 data_cost: 0.0003 ips: 61.2034 images/s [03/14 06:26:17] ppdet.engine INFO: Epoch: [280] [100/610] learning_rate: 0.002588 loss_vfl: 0.878388 loss_bbox: 0.401528 loss_dfl: 0.398960 loss: 1.679618 eta: 2:46:14 batch_cost: 0.8252 data_cost: 0.0003 ips: 58.1683 images/s [03/14 06:26:34] ppdet.engine INFO: Epoch: [280] [120/610] learning_rate: 0.002580 loss_vfl: 0.901830 loss_bbox: 0.396330 loss_dfl: 0.411278 loss: 1.706576 eta: 2:45:58 batch_cost: 0.8080 data_cost: 0.0002 ips: 59.4092 images/s [03/14 06:26:53] ppdet.engine INFO: Epoch: [280] [140/610] learning_rate: 0.002571 loss_vfl: 0.891464 loss_bbox: 0.400680 loss_dfl: 0.400595 loss: 1.684535 eta: 2:45:41 batch_cost: 0.8123 data_cost: 0.0005 ips: 59.0931 images/s [03/14 06:27:11] ppdet.engine INFO: Epoch: [280] [160/610] learning_rate: 0.002563 loss_vfl: 0.898869 loss_bbox: 0.387128 loss_dfl: 0.393841 loss: 1.685182 eta: 2:45:24 batch_cost: 0.7888 data_cost: 0.0003 ips: 60.8526 images/s [03/14 06:27:28] ppdet.engine INFO: Epoch: [280] [180/610] learning_rate: 0.002554 loss_vfl: 0.878114 loss_bbox: 0.401543 loss_dfl: 0.393250 loss: 1.662421 eta: 2:45:08 batch_cost: 0.7936 data_cost: 0.0003 ips: 60.4837 images/s [03/14 06:27:47] ppdet.engine INFO: Epoch: [280] [200/610] learning_rate: 0.002546 loss_vfl: 0.917723 loss_bbox: 0.422853 loss_dfl: 0.423027 loss: 1.813564 eta: 2:44:51 batch_cost: 0.8227 data_cost: 0.0009 ips: 58.3420 images/s [03/14 06:28:05] ppdet.engine INFO: Epoch: [280] [220/610] learning_rate: 0.002537 loss_vfl: 0.880557 loss_bbox: 0.385365 loss_dfl: 0.387600 loss: 1.662505 eta: 2:44:35 batch_cost: 0.8007 data_cost: 0.0011 ips: 59.9484 images/s [03/14 06:28:23] ppdet.engine INFO: Epoch: [280] [240/610] learning_rate: 0.002529 loss_vfl: 0.916408 loss_bbox: 0.406379 loss_dfl: 0.404173 loss: 1.729707 eta: 2:44:18 batch_cost: 0.7876 data_cost: 0.0009 ips: 60.9422 images/s [03/14 06:28:41] ppdet.engine INFO: Epoch: [280] [260/610] learning_rate: 0.002520 loss_vfl: 0.861859 loss_bbox: 0.397931 loss_dfl: 0.386804 loss: 1.652519 eta: 2:44:02 batch_cost: 0.7835 data_cost: 0.0005 ips: 61.2649 images/s [03/14 06:28:59] ppdet.engine INFO: Epoch: [280] [280/610] learning_rate: 0.002512 loss_vfl: 0.876229 loss_bbox: 0.406202 loss_dfl: 0.408236 loss: 1.686112 eta: 2:43:45 batch_cost: 0.7931 data_cost: 0.0003 ips: 60.5212 images/s [03/14 06:29:16] ppdet.engine INFO: Epoch: [280] [300/610] learning_rate: 0.002504 loss_vfl: 0.898511 loss_bbox: 0.409338 loss_dfl: 0.411239 loss: 1.762756 eta: 2:43:29 batch_cost: 0.7978 data_cost: 0.0003 ips: 60.1630 images/s [03/14 06:29:34] ppdet.engine INFO: Epoch: [280] [320/610] learning_rate: 0.002495 loss_vfl: 0.895740 loss_bbox: 0.395289 loss_dfl: 0.403707 loss: 1.704562 eta: 2:43:12 batch_cost: 0.8070 data_cost: 0.0020 ips: 59.4772 images/s [03/14 06:29:52] ppdet.engine INFO: Epoch: [280] [340/610] learning_rate: 0.002487 loss_vfl: 0.849093 loss_bbox: 0.415264 loss_dfl: 0.396766 loss: 1.660586 eta: 2:42:56 batch_cost: 0.8072 data_cost: 0.0009 ips: 59.4648 images/s [03/14 06:30:11] ppdet.engine INFO: Epoch: [280] [360/610] learning_rate: 0.002478 loss_vfl: 0.883103 loss_bbox: 0.402368 loss_dfl: 0.398706 loss: 1.660940 eta: 2:42:39 batch_cost: 0.8037 data_cost: 0.0018 ips: 59.7230 images/s [03/14 06:30:28] ppdet.engine INFO: Epoch: [280] [380/610] learning_rate: 0.002470 loss_vfl: 0.910312 loss_bbox: 0.405808 loss_dfl: 0.408129 loss: 1.711379 eta: 2:42:23 batch_cost: 0.7849 data_cost: 0.0004 ips: 61.1579 images/s [03/14 06:30:47] ppdet.engine INFO: Epoch: [280] [400/610] learning_rate: 0.002462 loss_vfl: 0.828263 loss_bbox: 0.364362 loss_dfl: 0.383224 loss: 1.583302 eta: 2:42:06 batch_cost: 0.8125 data_cost: 0.0003 ips: 59.0789 images/s [03/14 06:31:05] ppdet.engine INFO: Epoch: [280] [420/610] learning_rate: 0.002453 loss_vfl: 0.880643 loss_bbox: 0.399150 loss_dfl: 0.388457 loss: 1.679470 eta: 2:41:50 batch_cost: 0.7813 data_cost: 0.0003 ips: 61.4382 images/s [03/14 06:31:23] ppdet.engine INFO: Epoch: [280] [440/610] learning_rate: 0.002445 loss_vfl: 0.835607 loss_bbox: 0.375947 loss_dfl: 0.385277 loss: 1.634855 eta: 2:41:33 batch_cost: 0.7805 data_cost: 0.0002 ips: 61.5021 images/s [03/14 06:31:42] ppdet.engine INFO: Epoch: [280] [460/610] learning_rate: 0.002437 loss_vfl: 0.853506 loss_bbox: 0.381844 loss_dfl: 0.383679 loss: 1.626339 eta: 2:41:17 batch_cost: 0.8783 data_cost: 0.0042 ips: 54.6535 images/s [03/14 06:32:00] ppdet.engine INFO: Epoch: [280] [480/610] learning_rate: 0.002429 loss_vfl: 0.908738 loss_bbox: 0.415363 loss_dfl: 0.408608 loss: 1.730526 eta: 2:41:00 batch_cost: 0.7435 data_cost: 0.0008 ips: 64.5573 images/s [03/14 06:32:18] ppdet.engine INFO: Epoch: [280] [500/610] learning_rate: 0.002420 loss_vfl: 0.883546 loss_bbox: 0.382686 loss_dfl: 0.389601 loss: 1.653622 eta: 2:40:44 batch_cost: 0.8104 data_cost: 0.0003 ips: 59.2296 images/s [03/14 06:32:37] ppdet.engine INFO: Epoch: [280] [520/610] learning_rate: 0.002412 loss_vfl: 0.887489 loss_bbox: 0.406043 loss_dfl: 0.406212 loss: 1.714100 eta: 2:40:27 batch_cost: 0.8598 data_cost: 0.0002 ips: 55.8249 images/s [03/14 06:32:56] ppdet.engine INFO: Epoch: [280] [540/610] learning_rate: 0.002404 loss_vfl: 0.836658 loss_bbox: 0.377899 loss_dfl: 0.378988 loss: 1.606127 eta: 2:40:11 batch_cost: 0.8237 data_cost: 0.0003 ips: 58.2710 images/s [03/14 06:33:14] ppdet.engine INFO: Epoch: [280] [560/610] learning_rate: 0.002396 loss_vfl: 0.897475 loss_bbox: 0.394974 loss_dfl: 0.400090 loss: 1.673443 eta: 2:39:54 batch_cost: 0.7824 data_cost: 0.0009 ips: 61.3524 images/s [03/14 06:33:32] ppdet.engine INFO: Epoch: [280] [580/610] learning_rate: 0.002387 loss_vfl: 0.859753 loss_bbox: 0.404035 loss_dfl: 0.398793 loss: 1.673352 eta: 2:39:38 batch_cost: 0.7878 data_cost: 0.0003 ips: 60.9312 images/s [03/14 06:33:50] ppdet.engine INFO: Epoch: [280] [600/610] learning_rate: 0.002379 loss_vfl: 0.858662 loss_bbox: 0.388259 loss_dfl: 0.399450 loss: 1.648507 eta: 2:39:21 batch_cost: 0.8005 data_cost: 0.0015 ips: 59.9595 images/s [03/14 06:34:04] ppdet.engine INFO: Epoch: [281] [ 0/610] learning_rate: 0.002375 loss_vfl: 0.931541 loss_bbox: 0.406129 loss_dfl: 0.411449 loss: 1.755128 eta: 2:39:13 batch_cost: 0.9992 data_cost: 0.1941 ips: 48.0383 images/s [03/14 06:34:24] ppdet.engine INFO: Epoch: [281] [ 20/610] learning_rate: 0.002367 loss_vfl: 0.898166 loss_bbox: 0.417589 loss_dfl: 0.407917 loss: 1.713804 eta: 2:38:57 batch_cost: 0.9331 data_cost: 0.0004 ips: 51.4426 images/s [03/14 06:34:43] ppdet.engine INFO: Epoch: [281] [ 40/610] learning_rate: 0.002359 loss_vfl: 0.881214 loss_bbox: 0.399797 loss_dfl: 0.402109 loss: 1.686221 eta: 2:38:40 batch_cost: 0.8475 data_cost: 0.0005 ips: 56.6351 images/s [03/14 06:35:02] ppdet.engine INFO: Epoch: [281] [ 60/610] learning_rate: 0.002351 loss_vfl: 0.870044 loss_bbox: 0.384195 loss_dfl: 0.385500 loss: 1.633707 eta: 2:38:24 batch_cost: 0.8290 data_cost: 0.0005 ips: 57.9037 images/s [03/14 06:35:19] ppdet.engine INFO: Epoch: [281] [ 80/610] learning_rate: 0.002343 loss_vfl: 0.898126 loss_bbox: 0.410979 loss_dfl: 0.419038 loss: 1.751933 eta: 2:38:07 batch_cost: 0.7939 data_cost: 0.0011 ips: 60.4590 images/s [03/14 06:35:38] ppdet.engine INFO: Epoch: [281] [100/610] learning_rate: 0.002335 loss_vfl: 0.866362 loss_bbox: 0.389967 loss_dfl: 0.383416 loss: 1.635164 eta: 2:37:51 batch_cost: 0.8514 data_cost: 0.0004 ips: 56.3759 images/s [03/14 06:35:56] ppdet.engine INFO: Epoch: [281] [120/610] learning_rate: 0.002326 loss_vfl: 0.884400 loss_bbox: 0.390929 loss_dfl: 0.390509 loss: 1.663107 eta: 2:37:34 batch_cost: 0.8064 data_cost: 0.0004 ips: 59.5216 images/s [03/14 06:36:14] ppdet.engine INFO: Epoch: [281] [140/610] learning_rate: 0.002318 loss_vfl: 0.868709 loss_bbox: 0.395257 loss_dfl: 0.388331 loss: 1.630804 eta: 2:37:18 batch_cost: 0.8001 data_cost: 0.0003 ips: 59.9927 images/s [03/14 06:36:32] ppdet.engine INFO: Epoch: [281] [160/610] learning_rate: 0.002310 loss_vfl: 0.855165 loss_bbox: 0.397730 loss_dfl: 0.394060 loss: 1.645186 eta: 2:37:01 batch_cost: 0.7895 data_cost: 0.0010 ips: 60.7968 images/s [03/14 06:36:49] ppdet.engine INFO: Epoch: [281] [180/610] learning_rate: 0.002302 loss_vfl: 0.868675 loss_bbox: 0.389813 loss_dfl: 0.397078 loss: 1.660912 eta: 2:36:45 batch_cost: 0.7889 data_cost: 0.0009 ips: 60.8433 images/s [03/14 06:37:08] ppdet.engine INFO: Epoch: [281] [200/610] learning_rate: 0.002294 loss_vfl: 0.877098 loss_bbox: 0.404066 loss_dfl: 0.403953 loss: 1.700159 eta: 2:36:28 batch_cost: 0.7982 data_cost: 0.0003 ips: 60.1325 images/s [03/14 06:37:27] ppdet.engine INFO: Epoch: [281] [220/610] learning_rate: 0.002286 loss_vfl: 0.892465 loss_bbox: 0.405552 loss_dfl: 0.401380 loss: 1.696847 eta: 2:36:12 batch_cost: 0.8535 data_cost: 0.0014 ips: 56.2420 images/s [03/14 06:37:44] ppdet.engine INFO: Epoch: [281] [240/610] learning_rate: 0.002278 loss_vfl: 0.805967 loss_bbox: 0.350118 loss_dfl: 0.359840 loss: 1.535026 eta: 2:35:55 batch_cost: 0.8131 data_cost: 0.0004 ips: 59.0329 images/s [03/14 06:38:03] ppdet.engine INFO: Epoch: [281] [260/610] learning_rate: 0.002270 loss_vfl: 0.924918 loss_bbox: 0.394441 loss_dfl: 0.399606 loss: 1.725921 eta: 2:35:39 batch_cost: 0.7956 data_cost: 0.0011 ips: 60.3298 images/s [03/14 06:38:20] ppdet.engine INFO: Epoch: [281] [280/610] learning_rate: 0.002262 loss_vfl: 0.918115 loss_bbox: 0.386958 loss_dfl: 0.407379 loss: 1.721490 eta: 2:35:22 batch_cost: 0.7338 data_cost: 0.0020 ips: 65.4162 images/s [03/14 06:38:38] ppdet.engine INFO: Epoch: [281] [300/610] learning_rate: 0.002254 loss_vfl: 0.899974 loss_bbox: 0.388421 loss_dfl: 0.401394 loss: 1.673212 eta: 2:35:06 batch_cost: 0.8155 data_cost: 0.0003 ips: 58.8584 images/s [03/14 06:38:55] ppdet.engine INFO: Epoch: [281] [320/610] learning_rate: 0.002246 loss_vfl: 0.874842 loss_bbox: 0.405065 loss_dfl: 0.395068 loss: 1.686288 eta: 2:34:49 batch_cost: 0.7197 data_cost: 0.0003 ips: 66.6910 images/s [03/14 06:39:13] ppdet.engine INFO: Epoch: [281] [340/610] learning_rate: 0.002238 loss_vfl: 0.886159 loss_bbox: 0.402317 loss_dfl: 0.393347 loss: 1.681729 eta: 2:34:32 batch_cost: 0.7770 data_cost: 0.0003 ips: 61.7743 images/s [03/14 06:39:31] ppdet.engine INFO: Epoch: [281] [360/610] learning_rate: 0.002230 loss_vfl: 0.947504 loss_bbox: 0.435666 loss_dfl: 0.423234 loss: 1.802383 eta: 2:34:16 batch_cost: 0.7933 data_cost: 0.0018 ips: 60.5033 images/s [03/14 06:39:50] ppdet.engine INFO: Epoch: [281] [380/610] learning_rate: 0.002222 loss_vfl: 0.865536 loss_bbox: 0.381658 loss_dfl: 0.387559 loss: 1.651845 eta: 2:33:59 batch_cost: 0.7983 data_cost: 0.0012 ips: 60.1264 images/s [03/14 06:40:08] ppdet.engine INFO: Epoch: [281] [400/610] learning_rate: 0.002215 loss_vfl: 0.885570 loss_bbox: 0.386364 loss_dfl: 0.396675 loss: 1.655501 eta: 2:33:43 batch_cost: 0.8041 data_cost: 0.0003 ips: 59.6932 images/s [03/14 06:40:25] ppdet.engine INFO: Epoch: [281] [420/610] learning_rate: 0.002207 loss_vfl: 0.901018 loss_bbox: 0.389421 loss_dfl: 0.389566 loss: 1.681888 eta: 2:33:26 batch_cost: 0.7713 data_cost: 0.0003 ips: 62.2304 images/s [03/14 06:40:44] ppdet.engine INFO: Epoch: [281] [440/610] learning_rate: 0.002199 loss_vfl: 0.873701 loss_bbox: 0.399072 loss_dfl: 0.390810 loss: 1.633088 eta: 2:33:10 batch_cost: 0.8460 data_cost: 0.0004 ips: 56.7389 images/s [03/14 06:41:02] ppdet.engine INFO: Epoch: [281] [460/610] learning_rate: 0.002191 loss_vfl: 0.898802 loss_bbox: 0.409760 loss_dfl: 0.402295 loss: 1.706336 eta: 2:32:53 batch_cost: 0.8156 data_cost: 0.0010 ips: 58.8508 images/s [03/14 06:41:21] ppdet.engine INFO: Epoch: [281] [480/610] learning_rate: 0.002183 loss_vfl: 0.814656 loss_bbox: 0.351383 loss_dfl: 0.371831 loss: 1.525935 eta: 2:32:37 batch_cost: 0.8287 data_cost: 0.0003 ips: 57.9250 images/s [03/14 06:41:40] ppdet.engine INFO: Epoch: [281] [500/610] learning_rate: 0.002175 loss_vfl: 0.835431 loss_bbox: 0.376915 loss_dfl: 0.376957 loss: 1.581556 eta: 2:32:20 batch_cost: 0.8386 data_cost: 0.0003 ips: 57.2402 images/s [03/14 06:41:58] ppdet.engine INFO: Epoch: [281] [520/610] learning_rate: 0.002167 loss_vfl: 0.853604 loss_bbox: 0.376854 loss_dfl: 0.380255 loss: 1.600765 eta: 2:32:04 batch_cost: 0.8384 data_cost: 0.0004 ips: 57.2490 images/s [03/14 06:42:16] ppdet.engine INFO: Epoch: [281] [540/610] learning_rate: 0.002160 loss_vfl: 0.906767 loss_bbox: 0.423312 loss_dfl: 0.404428 loss: 1.739129 eta: 2:31:47 batch_cost: 0.7870 data_cost: 0.0009 ips: 60.9896 images/s [03/14 06:42:34] ppdet.engine INFO: Epoch: [281] [560/610] learning_rate: 0.002152 loss_vfl: 0.878888 loss_bbox: 0.388517 loss_dfl: 0.394555 loss: 1.683893 eta: 2:31:31 batch_cost: 0.7493 data_cost: 0.0003 ips: 64.0583 images/s [03/14 06:42:52] ppdet.engine INFO: Epoch: [281] [580/610] learning_rate: 0.002144 loss_vfl: 0.935170 loss_bbox: 0.411091 loss_dfl: 0.409183 loss: 1.772229 eta: 2:31:14 batch_cost: 0.7950 data_cost: 0.0014 ips: 60.3807 images/s [03/14 06:43:09] ppdet.engine INFO: Epoch: [281] [600/610] learning_rate: 0.002136 loss_vfl: 0.906211 loss_bbox: 0.411174 loss_dfl: 0.412828 loss: 1.749712 eta: 2:30:58 batch_cost: 0.7770 data_cost: 0.0011 ips: 61.7739 images/s [03/14 06:43:23] ppdet.engine INFO: Epoch: [282] [ 0/610] learning_rate: 0.002132 loss_vfl: 0.851885 loss_bbox: 0.385329 loss_dfl: 0.388121 loss: 1.637085 eta: 2:30:50 batch_cost: 0.9788 data_cost: 0.2459 ips: 49.0416 images/s [03/14 06:43:44] ppdet.engine INFO: Epoch: [282] [ 20/610] learning_rate: 0.002125 loss_vfl: 0.863461 loss_bbox: 0.399671 loss_dfl: 0.409335 loss: 1.651211 eta: 2:30:33 batch_cost: 0.9057 data_cost: 0.0010 ips: 52.9949 images/s [03/14 06:44:03] ppdet.engine INFO: Epoch: [282] [ 40/610] learning_rate: 0.002117 loss_vfl: 0.866317 loss_bbox: 0.380904 loss_dfl: 0.386793 loss: 1.656226 eta: 2:30:17 batch_cost: 0.8562 data_cost: 0.0003 ips: 56.0605 images/s [03/14 06:44:21] ppdet.engine INFO: Epoch: [282] [ 60/610] learning_rate: 0.002109 loss_vfl: 0.905605 loss_bbox: 0.421494 loss_dfl: 0.411499 loss: 1.745850 eta: 2:30:00 batch_cost: 0.7837 data_cost: 0.0003 ips: 61.2484 images/s [03/14 06:44:39] ppdet.engine INFO: Epoch: [282] [ 80/610] learning_rate: 0.002102 loss_vfl: 0.871402 loss_bbox: 0.391887 loss_dfl: 0.387808 loss: 1.660960 eta: 2:29:44 batch_cost: 0.8169 data_cost: 0.0003 ips: 58.7603 images/s [03/14 06:44:57] ppdet.engine INFO: Epoch: [282] [100/610] learning_rate: 0.002094 loss_vfl: 0.890264 loss_bbox: 0.397896 loss_dfl: 0.406535 loss: 1.703811 eta: 2:29:27 batch_cost: 0.8055 data_cost: 0.0003 ips: 59.5937 images/s [03/14 06:45:16] ppdet.engine INFO: Epoch: [282] [120/610] learning_rate: 0.002086 loss_vfl: 0.912109 loss_bbox: 0.413074 loss_dfl: 0.408108 loss: 1.736863 eta: 2:29:11 batch_cost: 0.8147 data_cost: 0.0003 ips: 58.9154 images/s [03/14 06:45:34] ppdet.engine INFO: Epoch: [282] [140/610] learning_rate: 0.002079 loss_vfl: 0.896631 loss_bbox: 0.402735 loss_dfl: 0.407206 loss: 1.703941 eta: 2:28:54 batch_cost: 0.7995 data_cost: 0.0004 ips: 60.0368 images/s [03/14 06:45:52] ppdet.engine INFO: Epoch: [282] [160/610] learning_rate: 0.002071 loss_vfl: 0.892272 loss_bbox: 0.403285 loss_dfl: 0.408818 loss: 1.707712 eta: 2:28:38 batch_cost: 0.7684 data_cost: 0.0018 ips: 62.4710 images/s [03/14 06:46:10] ppdet.engine INFO: Epoch: [282] [180/610] learning_rate: 0.002063 loss_vfl: 0.846107 loss_bbox: 0.385870 loss_dfl: 0.387324 loss: 1.626590 eta: 2:28:21 batch_cost: 0.8037 data_cost: 0.0003 ips: 59.7266 images/s [03/14 06:46:29] ppdet.engine INFO: Epoch: [282] [200/610] learning_rate: 0.002056 loss_vfl: 0.917486 loss_bbox: 0.394961 loss_dfl: 0.421058 loss: 1.755310 eta: 2:28:05 batch_cost: 0.8051 data_cost: 0.0003 ips: 59.6177 images/s [03/14 06:46:47] ppdet.engine INFO: Epoch: [282] [220/610] learning_rate: 0.002048 loss_vfl: 0.857624 loss_bbox: 0.395510 loss_dfl: 0.397466 loss: 1.664329 eta: 2:27:48 batch_cost: 0.8009 data_cost: 0.0010 ips: 59.9305 images/s [03/14 06:47:04] ppdet.engine INFO: Epoch: [282] [240/610] learning_rate: 0.002041 loss_vfl: 0.851943 loss_bbox: 0.375513 loss_dfl: 0.382736 loss: 1.617694 eta: 2:27:32 batch_cost: 0.7430 data_cost: 0.0003 ips: 64.6030 images/s [03/14 06:47:22] ppdet.engine INFO: Epoch: [282] [260/610] learning_rate: 0.002033 loss_vfl: 0.892069 loss_bbox: 0.396853 loss_dfl: 0.395800 loss: 1.700106 eta: 2:27:15 batch_cost: 0.8079 data_cost: 0.0003 ips: 59.4107 images/s [03/14 06:47:40] ppdet.engine INFO: Epoch: [282] [280/610] learning_rate: 0.002025 loss_vfl: 0.910865 loss_bbox: 0.423254 loss_dfl: 0.409654 loss: 1.741709 eta: 2:26:59 batch_cost: 0.7677 data_cost: 0.0003 ips: 62.5245 images/s [03/14 06:47:58] ppdet.engine INFO: Epoch: [282] [300/610] learning_rate: 0.002018 loss_vfl: 0.827010 loss_bbox: 0.379007 loss_dfl: 0.379616 loss: 1.587136 eta: 2:26:42 batch_cost: 0.8469 data_cost: 0.0003 ips: 56.6762 images/s [03/14 06:48:17] ppdet.engine INFO: Epoch: [282] [320/610] learning_rate: 0.002010 loss_vfl: 0.887957 loss_bbox: 0.399410 loss_dfl: 0.399980 loss: 1.704643 eta: 2:26:26 batch_cost: 0.8003 data_cost: 0.0003 ips: 59.9746 images/s [03/14 06:48:34] ppdet.engine INFO: Epoch: [282] [340/610] learning_rate: 0.002003 loss_vfl: 0.911483 loss_bbox: 0.406664 loss_dfl: 0.410686 loss: 1.745044 eta: 2:26:09 batch_cost: 0.7747 data_cost: 0.0009 ips: 61.9626 images/s [03/14 06:48:52] ppdet.engine INFO: Epoch: [282] [360/610] learning_rate: 0.001995 loss_vfl: 0.895362 loss_bbox: 0.423219 loss_dfl: 0.417333 loss: 1.764254 eta: 2:25:53 batch_cost: 0.8191 data_cost: 0.0010 ips: 58.6015 images/s [03/14 06:49:11] ppdet.engine INFO: Epoch: [282] [380/610] learning_rate: 0.001988 loss_vfl: 0.899597 loss_bbox: 0.409491 loss_dfl: 0.399932 loss: 1.722277 eta: 2:25:36 batch_cost: 0.8372 data_cost: 0.0003 ips: 57.3357 images/s [03/14 06:49:29] ppdet.engine INFO: Epoch: [282] [400/610] learning_rate: 0.001980 loss_vfl: 0.899827 loss_bbox: 0.396679 loss_dfl: 0.398916 loss: 1.681712 eta: 2:25:20 batch_cost: 0.8054 data_cost: 0.0003 ips: 59.5978 images/s [03/14 06:49:47] ppdet.engine INFO: Epoch: [282] [420/610] learning_rate: 0.001973 loss_vfl: 0.838711 loss_bbox: 0.375879 loss_dfl: 0.375609 loss: 1.561746 eta: 2:25:03 batch_cost: 0.7963 data_cost: 0.0003 ips: 60.2785 images/s [03/14 06:50:04] ppdet.engine INFO: Epoch: [282] [440/610] learning_rate: 0.001965 loss_vfl: 0.913034 loss_bbox: 0.401403 loss_dfl: 0.397193 loss: 1.716497 eta: 2:24:47 batch_cost: 0.7954 data_cost: 0.0003 ips: 60.3479 images/s [03/14 06:50:24] ppdet.engine INFO: Epoch: [282] [460/610] learning_rate: 0.001958 loss_vfl: 0.827172 loss_bbox: 0.377586 loss_dfl: 0.369422 loss: 1.594874 eta: 2:24:30 batch_cost: 0.8327 data_cost: 0.0003 ips: 57.6453 images/s [03/14 06:50:42] ppdet.engine INFO: Epoch: [282] [480/610] learning_rate: 0.001951 loss_vfl: 0.872363 loss_bbox: 0.399189 loss_dfl: 0.390856 loss: 1.660605 eta: 2:24:14 batch_cost: 0.8350 data_cost: 0.0003 ips: 57.4868 images/s [03/14 06:51:00] ppdet.engine INFO: Epoch: [282] [500/610] learning_rate: 0.001943 loss_vfl: 0.872382 loss_bbox: 0.387505 loss_dfl: 0.389751 loss: 1.623240 eta: 2:23:57 batch_cost: 0.7652 data_cost: 0.0009 ips: 62.7278 images/s [03/14 06:51:18] ppdet.engine INFO: Epoch: [282] [520/610] learning_rate: 0.001936 loss_vfl: 0.840783 loss_bbox: 0.398325 loss_dfl: 0.383491 loss: 1.622391 eta: 2:23:41 batch_cost: 0.7760 data_cost: 0.0003 ips: 61.8553 images/s [03/14 06:51:35] ppdet.engine INFO: Epoch: [282] [540/610] learning_rate: 0.001928 loss_vfl: 0.834713 loss_bbox: 0.359563 loss_dfl: 0.374293 loss: 1.578886 eta: 2:23:24 batch_cost: 0.7738 data_cost: 0.0009 ips: 62.0330 images/s [03/14 06:51:54] ppdet.engine INFO: Epoch: [282] [560/610] learning_rate: 0.001921 loss_vfl: 0.943597 loss_bbox: 0.419946 loss_dfl: 0.419161 loss: 1.759920 eta: 2:23:08 batch_cost: 0.7836 data_cost: 0.0003 ips: 61.2542 images/s [03/14 06:52:12] ppdet.engine INFO: Epoch: [282] [580/610] learning_rate: 0.001914 loss_vfl: 0.850940 loss_bbox: 0.397571 loss_dfl: 0.386234 loss: 1.675479 eta: 2:22:51 batch_cost: 0.8025 data_cost: 0.0003 ips: 59.8141 images/s [03/14 06:52:30] ppdet.engine INFO: Epoch: [282] [600/610] learning_rate: 0.001906 loss_vfl: 0.911176 loss_bbox: 0.407124 loss_dfl: 0.405666 loss: 1.708776 eta: 2:22:35 batch_cost: 0.7959 data_cost: 0.0004 ips: 60.3095 images/s [03/14 06:52:45] ppdet.engine INFO: Epoch: [283] [ 0/610] learning_rate: 0.001903 loss_vfl: 0.894586 loss_bbox: 0.396534 loss_dfl: 0.400613 loss: 1.678656 eta: 2:22:27 batch_cost: 1.0278 data_cost: 0.2786 ips: 46.7024 images/s [03/14 06:53:04] ppdet.engine INFO: Epoch: [283] [ 20/610] learning_rate: 0.001895 loss_vfl: 0.855314 loss_bbox: 0.384436 loss_dfl: 0.389489 loss: 1.648300 eta: 2:22:10 batch_cost: 0.8755 data_cost: 0.0003 ips: 54.8227 images/s [03/14 06:53:23] ppdet.engine INFO: Epoch: [283] [ 40/610] learning_rate: 0.001888 loss_vfl: 0.895953 loss_bbox: 0.394401 loss_dfl: 0.406824 loss: 1.683695 eta: 2:21:54 batch_cost: 0.8008 data_cost: 0.0003 ips: 59.9366 images/s [03/14 06:53:42] ppdet.engine INFO: Epoch: [283] [ 60/610] learning_rate: 0.001881 loss_vfl: 0.880172 loss_bbox: 0.404987 loss_dfl: 0.397525 loss: 1.693358 eta: 2:21:37 batch_cost: 0.8506 data_cost: 0.0003 ips: 56.4325 images/s [03/14 06:54:00] ppdet.engine INFO: Epoch: [283] [ 80/610] learning_rate: 0.001874 loss_vfl: 0.893864 loss_bbox: 0.410987 loss_dfl: 0.402712 loss: 1.719935 eta: 2:21:21 batch_cost: 0.8112 data_cost: 0.0004 ips: 59.1745 images/s [03/14 06:54:19] ppdet.engine INFO: Epoch: [283] [100/610] learning_rate: 0.001866 loss_vfl: 0.914569 loss_bbox: 0.412865 loss_dfl: 0.398656 loss: 1.715736 eta: 2:21:04 batch_cost: 0.8384 data_cost: 0.0003 ips: 57.2522 images/s [03/14 06:54:38] ppdet.engine INFO: Epoch: [283] [120/610] learning_rate: 0.001859 loss_vfl: 0.861368 loss_bbox: 0.371975 loss_dfl: 0.380777 loss: 1.634098 eta: 2:20:48 batch_cost: 0.8570 data_cost: 0.0004 ips: 56.0112 images/s [03/14 06:54:56] ppdet.engine INFO: Epoch: [283] [140/610] learning_rate: 0.001852 loss_vfl: 0.870523 loss_bbox: 0.396822 loss_dfl: 0.391702 loss: 1.642881 eta: 2:20:31 batch_cost: 0.7967 data_cost: 0.0003 ips: 60.2455 images/s [03/14 06:55:15] ppdet.engine INFO: Epoch: [283] [160/610] learning_rate: 0.001845 loss_vfl: 0.820913 loss_bbox: 0.362837 loss_dfl: 0.366048 loss: 1.564199 eta: 2:20:15 batch_cost: 0.8386 data_cost: 0.0003 ips: 57.2377 images/s [03/14 06:55:33] ppdet.engine INFO: Epoch: [283] [180/610] learning_rate: 0.001837 loss_vfl: 0.883031 loss_bbox: 0.401451 loss_dfl: 0.406105 loss: 1.690099 eta: 2:19:58 batch_cost: 0.7940 data_cost: 0.0003 ips: 60.4528 images/s [03/14 06:55:51] ppdet.engine INFO: Epoch: [283] [200/610] learning_rate: 0.001830 loss_vfl: 0.942813 loss_bbox: 0.425722 loss_dfl: 0.409602 loss: 1.795697 eta: 2:19:42 batch_cost: 0.8228 data_cost: 0.0003 ips: 58.3354 images/s [03/14 06:56:09] ppdet.engine INFO: Epoch: [283] [220/610] learning_rate: 0.001823 loss_vfl: 0.881675 loss_bbox: 0.394688 loss_dfl: 0.390526 loss: 1.650357 eta: 2:19:25 batch_cost: 0.7863 data_cost: 0.0013 ips: 61.0429 images/s [03/14 06:56:27] ppdet.engine INFO: Epoch: [283] [240/610] learning_rate: 0.001816 loss_vfl: 0.887874 loss_bbox: 0.403891 loss_dfl: 0.398813 loss: 1.683963 eta: 2:19:09 batch_cost: 0.7826 data_cost: 0.0003 ips: 61.3309 images/s [03/14 06:56:45] ppdet.engine INFO: Epoch: [283] [260/610] learning_rate: 0.001809 loss_vfl: 0.866104 loss_bbox: 0.377896 loss_dfl: 0.385470 loss: 1.634390 eta: 2:18:52 batch_cost: 0.8124 data_cost: 0.0003 ips: 59.0806 images/s [03/14 06:57:03] ppdet.engine INFO: Epoch: [283] [280/610] learning_rate: 0.001802 loss_vfl: 0.859951 loss_bbox: 0.386747 loss_dfl: 0.389099 loss: 1.643598 eta: 2:18:36 batch_cost: 0.8070 data_cost: 0.0003 ips: 59.4814 images/s [03/14 06:57:21] ppdet.engine INFO: Epoch: [283] [300/610] learning_rate: 0.001795 loss_vfl: 0.851046 loss_bbox: 0.391604 loss_dfl: 0.385688 loss: 1.620142 eta: 2:18:19 batch_cost: 0.8195 data_cost: 0.0003 ips: 58.5729 images/s [03/14 06:57:40] ppdet.engine INFO: Epoch: [283] [320/610] learning_rate: 0.001787 loss_vfl: 0.862246 loss_bbox: 0.390480 loss_dfl: 0.382625 loss: 1.613329 eta: 2:18:03 batch_cost: 0.8178 data_cost: 0.0019 ips: 58.6968 images/s [03/14 06:57:59] ppdet.engine INFO: Epoch: [283] [340/610] learning_rate: 0.001780 loss_vfl: 0.884816 loss_bbox: 0.373766 loss_dfl: 0.385122 loss: 1.644445 eta: 2:17:46 batch_cost: 0.8636 data_cost: 0.0003 ips: 55.5798 images/s [03/14 06:58:17] ppdet.engine INFO: Epoch: [283] [360/610] learning_rate: 0.001773 loss_vfl: 0.909024 loss_bbox: 0.412968 loss_dfl: 0.399624 loss: 1.748469 eta: 2:17:30 batch_cost: 0.7696 data_cost: 0.0009 ips: 62.3681 images/s [03/14 06:58:35] ppdet.engine INFO: Epoch: [283] [380/610] learning_rate: 0.001766 loss_vfl: 0.887205 loss_bbox: 0.406986 loss_dfl: 0.395442 loss: 1.690679 eta: 2:17:13 batch_cost: 0.8183 data_cost: 0.0003 ips: 58.6576 images/s [03/14 06:58:53] ppdet.engine INFO: Epoch: [283] [400/610] learning_rate: 0.001759 loss_vfl: 0.847724 loss_bbox: 0.388340 loss_dfl: 0.391044 loss: 1.628232 eta: 2:16:57 batch_cost: 0.7831 data_cost: 0.0003 ips: 61.2926 images/s [03/14 06:59:11] ppdet.engine INFO: Epoch: [283] [420/610] learning_rate: 0.001752 loss_vfl: 0.869552 loss_bbox: 0.380603 loss_dfl: 0.389131 loss: 1.652023 eta: 2:16:40 batch_cost: 0.8023 data_cost: 0.0003 ips: 59.8280 images/s [03/14 06:59:30] ppdet.engine INFO: Epoch: [283] [440/610] learning_rate: 0.001745 loss_vfl: 0.860994 loss_bbox: 0.411234 loss_dfl: 0.400743 loss: 1.652887 eta: 2:16:24 batch_cost: 0.8161 data_cost: 0.0003 ips: 58.8132 images/s [03/14 06:59:47] ppdet.engine INFO: Epoch: [283] [460/610] learning_rate: 0.001738 loss_vfl: 0.855563 loss_bbox: 0.369100 loss_dfl: 0.382123 loss: 1.605699 eta: 2:16:07 batch_cost: 0.7595 data_cost: 0.0003 ips: 63.1984 images/s [03/14 07:00:04] ppdet.engine INFO: Epoch: [283] [480/610] learning_rate: 0.001731 loss_vfl: 0.852998 loss_bbox: 0.410240 loss_dfl: 0.399819 loss: 1.665255 eta: 2:15:51 batch_cost: 0.7478 data_cost: 0.0003 ips: 64.1892 images/s [03/14 07:00:22] ppdet.engine INFO: Epoch: [283] [500/610] learning_rate: 0.001724 loss_vfl: 0.834406 loss_bbox: 0.388639 loss_dfl: 0.376651 loss: 1.608513 eta: 2:15:34 batch_cost: 0.7883 data_cost: 0.0003 ips: 60.8923 images/s [03/14 07:00:41] ppdet.engine INFO: Epoch: [283] [520/610] learning_rate: 0.001717 loss_vfl: 0.851711 loss_bbox: 0.375575 loss_dfl: 0.369780 loss: 1.592976 eta: 2:15:18 batch_cost: 0.8416 data_cost: 0.0065 ips: 57.0328 images/s [03/14 07:00:59] ppdet.engine INFO: Epoch: [283] [540/610] learning_rate: 0.001710 loss_vfl: 0.917022 loss_bbox: 0.405031 loss_dfl: 0.416329 loss: 1.745309 eta: 2:15:01 batch_cost: 0.8420 data_cost: 0.0003 ips: 57.0058 images/s [03/14 07:01:17] ppdet.engine INFO: Epoch: [283] [560/610] learning_rate: 0.001703 loss_vfl: 0.909541 loss_bbox: 0.400944 loss_dfl: 0.411304 loss: 1.717784 eta: 2:14:45 batch_cost: 0.7643 data_cost: 0.0003 ips: 62.8050 images/s [03/14 07:01:35] ppdet.engine INFO: Epoch: [283] [580/610] learning_rate: 0.001696 loss_vfl: 0.895673 loss_bbox: 0.409873 loss_dfl: 0.400836 loss: 1.706108 eta: 2:14:28 batch_cost: 0.7982 data_cost: 0.0003 ips: 60.1376 images/s [03/14 07:01:54] ppdet.engine INFO: Epoch: [283] [600/610] learning_rate: 0.001689 loss_vfl: 0.877747 loss_bbox: 0.385045 loss_dfl: 0.404445 loss: 1.697820 eta: 2:14:12 batch_cost: 0.8378 data_cost: 0.0017 ips: 57.2940 images/s [03/14 07:02:09] ppdet.engine INFO: Epoch: [284] [ 0/610] learning_rate: 0.001686 loss_vfl: 0.833527 loss_bbox: 0.382879 loss_dfl: 0.377676 loss: 1.580693 eta: 2:14:04 batch_cost: 1.0104 data_cost: 0.2486 ips: 47.5076 images/s [03/14 07:02:29] ppdet.engine INFO: Epoch: [284] [ 20/610] learning_rate: 0.001679 loss_vfl: 0.920315 loss_bbox: 0.397712 loss_dfl: 0.399557 loss: 1.715977 eta: 2:13:47 batch_cost: 0.9060 data_cost: 0.0005 ips: 52.9789 images/s [03/14 07:02:48] ppdet.engine INFO: Epoch: [284] [ 40/610] learning_rate: 0.001672 loss_vfl: 0.877533 loss_bbox: 0.407815 loss_dfl: 0.401941 loss: 1.667671 eta: 2:13:31 batch_cost: 0.8505 data_cost: 0.0008 ips: 56.4354 images/s [03/14 07:03:06] ppdet.engine INFO: Epoch: [284] [ 60/610] learning_rate: 0.001665 loss_vfl: 0.867753 loss_bbox: 0.393759 loss_dfl: 0.394950 loss: 1.680361 eta: 2:13:14 batch_cost: 0.8557 data_cost: 0.0003 ips: 56.0931 images/s [03/14 07:03:24] ppdet.engine INFO: Epoch: [284] [ 80/610] learning_rate: 0.001659 loss_vfl: 0.907846 loss_bbox: 0.390561 loss_dfl: 0.403845 loss: 1.719823 eta: 2:12:58 batch_cost: 0.8024 data_cost: 0.0014 ips: 59.8179 images/s [03/14 07:03:42] ppdet.engine INFO: Epoch: [284] [100/610] learning_rate: 0.001652 loss_vfl: 0.884484 loss_bbox: 0.402018 loss_dfl: 0.403289 loss: 1.694146 eta: 2:12:41 batch_cost: 0.8216 data_cost: 0.0003 ips: 58.4195 images/s [03/14 07:04:01] ppdet.engine INFO: Epoch: [284] [120/610] learning_rate: 0.001645 loss_vfl: 0.923184 loss_bbox: 0.414600 loss_dfl: 0.401920 loss: 1.715297 eta: 2:12:25 batch_cost: 0.8233 data_cost: 0.0004 ips: 58.3009 images/s [03/14 07:04:20] ppdet.engine INFO: Epoch: [284] [140/610] learning_rate: 0.001638 loss_vfl: 0.877684 loss_bbox: 0.401272 loss_dfl: 0.398264 loss: 1.670081 eta: 2:12:08 batch_cost: 0.8111 data_cost: 0.0003 ips: 59.1784 images/s [03/14 07:04:38] ppdet.engine INFO: Epoch: [284] [160/610] learning_rate: 0.001631 loss_vfl: 0.869859 loss_bbox: 0.414377 loss_dfl: 0.401181 loss: 1.683437 eta: 2:11:52 batch_cost: 0.8155 data_cost: 0.0003 ips: 58.8628 images/s [03/14 07:04:56] ppdet.engine INFO: Epoch: [284] [180/610] learning_rate: 0.001625 loss_vfl: 0.901183 loss_bbox: 0.397361 loss_dfl: 0.405790 loss: 1.719960 eta: 2:11:35 batch_cost: 0.8304 data_cost: 0.0003 ips: 57.8022 images/s [03/14 07:05:15] ppdet.engine INFO: Epoch: [284] [200/610] learning_rate: 0.001618 loss_vfl: 0.872070 loss_bbox: 0.391314 loss_dfl: 0.389702 loss: 1.646591 eta: 2:11:19 batch_cost: 0.8189 data_cost: 0.0003 ips: 58.6148 images/s [03/14 07:05:33] ppdet.engine INFO: Epoch: [284] [220/610] learning_rate: 0.001611 loss_vfl: 0.864709 loss_bbox: 0.388833 loss_dfl: 0.388647 loss: 1.641510 eta: 2:11:02 batch_cost: 0.8409 data_cost: 0.0003 ips: 57.0830 images/s [03/14 07:05:51] ppdet.engine INFO: Epoch: [284] [240/610] learning_rate: 0.001604 loss_vfl: 0.861494 loss_bbox: 0.380657 loss_dfl: 0.390597 loss: 1.623374 eta: 2:10:46 batch_cost: 0.7771 data_cost: 0.0004 ips: 61.7695 images/s [03/14 07:06:10] ppdet.engine INFO: Epoch: [284] [260/610] learning_rate: 0.001598 loss_vfl: 0.845004 loss_bbox: 0.397316 loss_dfl: 0.376972 loss: 1.630012 eta: 2:10:29 batch_cost: 0.8354 data_cost: 0.0008 ips: 57.4549 images/s [03/14 07:06:28] ppdet.engine INFO: Epoch: [284] [280/610] learning_rate: 0.001591 loss_vfl: 0.825530 loss_bbox: 0.372243 loss_dfl: 0.373980 loss: 1.563519 eta: 2:10:13 batch_cost: 0.8012 data_cost: 0.0003 ips: 59.9096 images/s [03/14 07:06:47] ppdet.engine INFO: Epoch: [284] [300/610] learning_rate: 0.001584 loss_vfl: 0.939151 loss_bbox: 0.423921 loss_dfl: 0.421478 loss: 1.796752 eta: 2:09:56 batch_cost: 0.8508 data_cost: 0.0003 ips: 56.4186 images/s [03/14 07:07:05] ppdet.engine INFO: Epoch: [284] [320/610] learning_rate: 0.001577 loss_vfl: 0.830907 loss_bbox: 0.397893 loss_dfl: 0.377020 loss: 1.624125 eta: 2:09:40 batch_cost: 0.7943 data_cost: 0.0003 ips: 60.4304 images/s [03/14 07:07:23] ppdet.engine INFO: Epoch: [284] [340/610] learning_rate: 0.001571 loss_vfl: 0.897459 loss_bbox: 0.401781 loss_dfl: 0.404741 loss: 1.716042 eta: 2:09:23 batch_cost: 0.8091 data_cost: 0.0003 ips: 59.3238 images/s [03/14 07:07:41] ppdet.engine INFO: Epoch: [284] [360/610] learning_rate: 0.001564 loss_vfl: 0.912406 loss_bbox: 0.397205 loss_dfl: 0.396764 loss: 1.677598 eta: 2:09:07 batch_cost: 0.7933 data_cost: 0.0003 ips: 60.5043 images/s [03/14 07:07:59] ppdet.engine INFO: Epoch: [284] [380/610] learning_rate: 0.001558 loss_vfl: 0.895635 loss_bbox: 0.384096 loss_dfl: 0.392445 loss: 1.659368 eta: 2:08:50 batch_cost: 0.8437 data_cost: 0.0003 ips: 56.8919 images/s [03/14 07:08:17] ppdet.engine INFO: Epoch: [284] [400/610] learning_rate: 0.001551 loss_vfl: 0.866396 loss_bbox: 0.390240 loss_dfl: 0.401577 loss: 1.675336 eta: 2:08:34 batch_cost: 0.7781 data_cost: 0.0003 ips: 61.6857 images/s [03/14 07:08:36] ppdet.engine INFO: Epoch: [284] [420/610] learning_rate: 0.001544 loss_vfl: 0.894674 loss_bbox: 0.413741 loss_dfl: 0.402963 loss: 1.674488 eta: 2:08:17 batch_cost: 0.8321 data_cost: 0.0045 ips: 57.6881 images/s [03/14 07:08:54] ppdet.engine INFO: Epoch: [284] [440/610] learning_rate: 0.001538 loss_vfl: 0.897912 loss_bbox: 0.399851 loss_dfl: 0.399801 loss: 1.705903 eta: 2:08:01 batch_cost: 0.8471 data_cost: 0.0003 ips: 56.6627 images/s [03/14 07:09:13] ppdet.engine INFO: Epoch: [284] [460/610] learning_rate: 0.001531 loss_vfl: 0.850472 loss_bbox: 0.380456 loss_dfl: 0.382887 loss: 1.623387 eta: 2:07:44 batch_cost: 0.8490 data_cost: 0.0008 ips: 56.5401 images/s [03/14 07:09:31] ppdet.engine INFO: Epoch: [284] [480/610] learning_rate: 0.001525 loss_vfl: 0.880990 loss_bbox: 0.405742 loss_dfl: 0.391658 loss: 1.676874 eta: 2:07:28 batch_cost: 0.7909 data_cost: 0.0003 ips: 60.6896 images/s [03/14 07:09:50] ppdet.engine INFO: Epoch: [284] [500/610] learning_rate: 0.001518 loss_vfl: 0.881131 loss_bbox: 0.417115 loss_dfl: 0.390788 loss: 1.656632 eta: 2:07:11 batch_cost: 0.8492 data_cost: 0.0025 ips: 56.5214 images/s [03/14 07:10:08] ppdet.engine INFO: Epoch: [284] [520/610] learning_rate: 0.001511 loss_vfl: 0.902004 loss_bbox: 0.399973 loss_dfl: 0.403847 loss: 1.707545 eta: 2:06:55 batch_cost: 0.8052 data_cost: 0.0003 ips: 59.6108 images/s [03/14 07:10:26] ppdet.engine INFO: Epoch: [284] [540/610] learning_rate: 0.001505 loss_vfl: 0.942187 loss_bbox: 0.410289 loss_dfl: 0.419915 loss: 1.774364 eta: 2:06:38 batch_cost: 0.8082 data_cost: 0.0010 ips: 59.3934 images/s [03/14 07:10:44] ppdet.engine INFO: Epoch: [284] [560/610] learning_rate: 0.001498 loss_vfl: 0.843508 loss_bbox: 0.369998 loss_dfl: 0.378881 loss: 1.571130 eta: 2:06:22 batch_cost: 0.8125 data_cost: 0.0003 ips: 59.0763 images/s [03/14 07:11:02] ppdet.engine INFO: Epoch: [284] [580/610] learning_rate: 0.001492 loss_vfl: 0.883631 loss_bbox: 0.402926 loss_dfl: 0.389879 loss: 1.676555 eta: 2:06:05 batch_cost: 0.7813 data_cost: 0.0003 ips: 61.4326 images/s [03/14 07:11:20] ppdet.engine INFO: Epoch: [284] [600/610] learning_rate: 0.001485 loss_vfl: 0.818456 loss_bbox: 0.370220 loss_dfl: 0.364711 loss: 1.550252 eta: 2:05:49 batch_cost: 0.8532 data_cost: 0.0004 ips: 56.2612 images/s [03/14 07:11:37] ppdet.engine INFO: Epoch: [285] [ 0/610] learning_rate: 0.001482 loss_vfl: 0.812806 loss_bbox: 0.364070 loss_dfl: 0.374939 loss: 1.546587 eta: 2:05:41 batch_cost: 1.1324 data_cost: 0.3400 ips: 42.3870 images/s [03/14 07:11:57] ppdet.engine INFO: Epoch: [285] [ 20/610] learning_rate: 0.001476 loss_vfl: 0.869026 loss_bbox: 0.381413 loss_dfl: 0.393251 loss: 1.641878 eta: 2:05:25 batch_cost: 0.9537 data_cost: 0.0003 ips: 50.3285 images/s [03/14 07:12:16] ppdet.engine INFO: Epoch: [285] [ 40/610] learning_rate: 0.001469 loss_vfl: 0.898572 loss_bbox: 0.415153 loss_dfl: 0.414149 loss: 1.723018 eta: 2:05:08 batch_cost: 0.8229 data_cost: 0.0003 ips: 58.3296 images/s [03/14 07:12:34] ppdet.engine INFO: Epoch: [285] [ 60/610] learning_rate: 0.001463 loss_vfl: 0.875468 loss_bbox: 0.388915 loss_dfl: 0.394794 loss: 1.667137 eta: 2:04:52 batch_cost: 0.7950 data_cost: 0.0003 ips: 60.3772 images/s [03/14 07:12:51] ppdet.engine INFO: Epoch: [285] [ 80/610] learning_rate: 0.001456 loss_vfl: 0.869927 loss_bbox: 0.391657 loss_dfl: 0.392492 loss: 1.651798 eta: 2:04:35 batch_cost: 0.7780 data_cost: 0.0003 ips: 61.6964 images/s [03/14 07:13:09] ppdet.engine INFO: Epoch: [285] [100/610] learning_rate: 0.001450 loss_vfl: 0.885110 loss_bbox: 0.376825 loss_dfl: 0.394473 loss: 1.682945 eta: 2:04:19 batch_cost: 0.7940 data_cost: 0.0003 ips: 60.4565 images/s [03/14 07:13:27] ppdet.engine INFO: Epoch: [285] [120/610] learning_rate: 0.001444 loss_vfl: 0.854592 loss_bbox: 0.375412 loss_dfl: 0.387903 loss: 1.626220 eta: 2:04:02 batch_cost: 0.8265 data_cost: 0.0003 ips: 58.0763 images/s [03/14 07:13:45] ppdet.engine INFO: Epoch: [285] [140/610] learning_rate: 0.001437 loss_vfl: 0.879864 loss_bbox: 0.407480 loss_dfl: 0.403619 loss: 1.690154 eta: 2:03:46 batch_cost: 0.7648 data_cost: 0.0003 ips: 62.7585 images/s [03/14 07:14:03] ppdet.engine INFO: Epoch: [285] [160/610] learning_rate: 0.001431 loss_vfl: 0.834494 loss_bbox: 0.397944 loss_dfl: 0.381249 loss: 1.610904 eta: 2:03:29 batch_cost: 0.7836 data_cost: 0.0019 ips: 61.2555 images/s [03/14 07:14:21] ppdet.engine INFO: Epoch: [285] [180/610] learning_rate: 0.001425 loss_vfl: 0.881608 loss_bbox: 0.399462 loss_dfl: 0.398467 loss: 1.676512 eta: 2:03:13 batch_cost: 0.8121 data_cost: 0.0004 ips: 59.1050 images/s [03/14 07:14:39] ppdet.engine INFO: Epoch: [285] [200/610] learning_rate: 0.001418 loss_vfl: 0.841255 loss_bbox: 0.384992 loss_dfl: 0.379022 loss: 1.614072 eta: 2:02:56 batch_cost: 0.7859 data_cost: 0.0004 ips: 61.0764 images/s [03/14 07:14:57] ppdet.engine INFO: Epoch: [285] [220/610] learning_rate: 0.001412 loss_vfl: 0.871283 loss_bbox: 0.379900 loss_dfl: 0.384271 loss: 1.634453 eta: 2:02:40 batch_cost: 0.8242 data_cost: 0.0003 ips: 58.2353 images/s [03/14 07:15:16] ppdet.engine INFO: Epoch: [285] [240/610] learning_rate: 0.001406 loss_vfl: 0.881339 loss_bbox: 0.382381 loss_dfl: 0.388300 loss: 1.648407 eta: 2:02:23 batch_cost: 0.8107 data_cost: 0.0005 ips: 59.2046 images/s [03/14 07:15:34] ppdet.engine INFO: Epoch: [285] [260/610] learning_rate: 0.001399 loss_vfl: 0.869383 loss_bbox: 0.393333 loss_dfl: 0.393700 loss: 1.655468 eta: 2:02:07 batch_cost: 0.8024 data_cost: 0.0013 ips: 59.8179 images/s [03/14 07:15:50] ppdet.engine INFO: Epoch: [285] [280/610] learning_rate: 0.001393 loss_vfl: 0.928148 loss_bbox: 0.400422 loss_dfl: 0.418765 loss: 1.765409 eta: 2:01:50 batch_cost: 0.7576 data_cost: 0.0003 ips: 63.3558 images/s [03/14 07:16:09] ppdet.engine INFO: Epoch: [285] [300/610] learning_rate: 0.001387 loss_vfl: 0.872717 loss_bbox: 0.395514 loss_dfl: 0.393302 loss: 1.643448 eta: 2:01:34 batch_cost: 0.7831 data_cost: 0.0034 ips: 61.2939 images/s [03/14 07:16:27] ppdet.engine INFO: Epoch: [285] [320/610] learning_rate: 0.001381 loss_vfl: 0.882382 loss_bbox: 0.405602 loss_dfl: 0.395941 loss: 1.691390 eta: 2:01:17 batch_cost: 0.8079 data_cost: 0.0003 ips: 59.4113 images/s [03/14 07:16:45] ppdet.engine INFO: Epoch: [285] [340/610] learning_rate: 0.001374 loss_vfl: 0.869151 loss_bbox: 0.401652 loss_dfl: 0.388447 loss: 1.669593 eta: 2:01:01 batch_cost: 0.8260 data_cost: 0.0003 ips: 58.1082 images/s [03/14 07:17:04] ppdet.engine INFO: Epoch: [285] [360/610] learning_rate: 0.001368 loss_vfl: 0.883278 loss_bbox: 0.402991 loss_dfl: 0.398377 loss: 1.665352 eta: 2:00:44 batch_cost: 0.8452 data_cost: 0.0003 ips: 56.7899 images/s [03/14 07:17:23] ppdet.engine INFO: Epoch: [285] [380/610] learning_rate: 0.001362 loss_vfl: 0.903296 loss_bbox: 0.400063 loss_dfl: 0.408121 loss: 1.719314 eta: 2:00:28 batch_cost: 0.8465 data_cost: 0.0014 ips: 56.7044 images/s [03/14 07:17:42] ppdet.engine INFO: Epoch: [285] [400/610] learning_rate: 0.001356 loss_vfl: 0.890680 loss_bbox: 0.408818 loss_dfl: 0.396949 loss: 1.683460 eta: 2:00:11 batch_cost: 0.8466 data_cost: 0.0003 ips: 56.6970 images/s [03/14 07:17:59] ppdet.engine INFO: Epoch: [285] [420/610] learning_rate: 0.001350 loss_vfl: 0.885849 loss_bbox: 0.382759 loss_dfl: 0.405183 loss: 1.662299 eta: 1:59:55 batch_cost: 0.7627 data_cost: 0.0018 ips: 62.9313 images/s [03/14 07:18:17] ppdet.engine INFO: Epoch: [285] [440/610] learning_rate: 0.001343 loss_vfl: 0.878711 loss_bbox: 0.399592 loss_dfl: 0.396013 loss: 1.683426 eta: 1:59:38 batch_cost: 0.7941 data_cost: 0.0003 ips: 60.4428 images/s [03/14 07:18:36] ppdet.engine INFO: Epoch: [285] [460/610] learning_rate: 0.001337 loss_vfl: 0.871385 loss_bbox: 0.396410 loss_dfl: 0.396210 loss: 1.652555 eta: 1:59:22 batch_cost: 0.8252 data_cost: 0.0014 ips: 58.1668 images/s [03/14 07:18:54] ppdet.engine INFO: Epoch: [285] [480/610] learning_rate: 0.001331 loss_vfl: 0.888563 loss_bbox: 0.394121 loss_dfl: 0.408183 loss: 1.686330 eta: 1:59:05 batch_cost: 0.8362 data_cost: 0.0003 ips: 57.4013 images/s [03/14 07:19:12] ppdet.engine INFO: Epoch: [285] [500/610] learning_rate: 0.001325 loss_vfl: 0.891353 loss_bbox: 0.385815 loss_dfl: 0.393195 loss: 1.682468 eta: 1:58:49 batch_cost: 0.8036 data_cost: 0.0003 ips: 59.7316 images/s [03/14 07:19:30] ppdet.engine INFO: Epoch: [285] [520/610] learning_rate: 0.001319 loss_vfl: 0.889651 loss_bbox: 0.414508 loss_dfl: 0.403421 loss: 1.713836 eta: 1:58:32 batch_cost: 0.8393 data_cost: 0.0004 ips: 57.1880 images/s [03/14 07:19:49] ppdet.engine INFO: Epoch: [285] [540/610] learning_rate: 0.001313 loss_vfl: 0.852356 loss_bbox: 0.394248 loss_dfl: 0.379924 loss: 1.613764 eta: 1:58:16 batch_cost: 0.8602 data_cost: 0.0003 ips: 55.8014 images/s [03/14 07:20:08] ppdet.engine INFO: Epoch: [285] [560/610] learning_rate: 0.001307 loss_vfl: 0.869819 loss_bbox: 0.389580 loss_dfl: 0.392690 loss: 1.670458 eta: 1:57:59 batch_cost: 0.8027 data_cost: 0.0003 ips: 59.7981 images/s [03/14 07:20:26] ppdet.engine INFO: Epoch: [285] [580/610] learning_rate: 0.001301 loss_vfl: 0.881362 loss_bbox: 0.381361 loss_dfl: 0.389635 loss: 1.652176 eta: 1:57:43 batch_cost: 0.7958 data_cost: 0.0011 ips: 60.3178 images/s [03/14 07:20:44] ppdet.engine INFO: Epoch: [285] [600/610] learning_rate: 0.001295 loss_vfl: 0.854875 loss_bbox: 0.401584 loss_dfl: 0.387422 loss: 1.638004 eta: 1:57:26 batch_cost: 0.8046 data_cost: 0.0004 ips: 59.6590 images/s [03/14 07:20:59] ppdet.engine INFO: Epoch: [286] [ 0/610] learning_rate: 0.001292 loss_vfl: 0.853015 loss_bbox: 0.374788 loss_dfl: 0.365095 loss: 1.559109 eta: 1:57:18 batch_cost: 1.0350 data_cost: 0.1864 ips: 46.3747 images/s [03/14 07:21:19] ppdet.engine INFO: Epoch: [286] [ 20/610] learning_rate: 0.001286 loss_vfl: 0.904041 loss_bbox: 0.397692 loss_dfl: 0.401879 loss: 1.722904 eta: 1:57:02 batch_cost: 0.9266 data_cost: 0.0003 ips: 51.8031 images/s [03/14 07:21:36] ppdet.engine INFO: Epoch: [286] [ 40/610] learning_rate: 0.001279 loss_vfl: 0.883901 loss_bbox: 0.404843 loss_dfl: 0.410861 loss: 1.718635 eta: 1:56:45 batch_cost: 0.7980 data_cost: 0.0003 ips: 60.1511 images/s [03/14 07:21:55] ppdet.engine INFO: Epoch: [286] [ 60/610] learning_rate: 0.001273 loss_vfl: 0.926988 loss_bbox: 0.439177 loss_dfl: 0.408422 loss: 1.744638 eta: 1:56:29 batch_cost: 0.8455 data_cost: 0.0003 ips: 56.7714 images/s [03/14 07:22:14] ppdet.engine INFO: Epoch: [286] [ 80/610] learning_rate: 0.001268 loss_vfl: 0.902675 loss_bbox: 0.414320 loss_dfl: 0.404437 loss: 1.725380 eta: 1:56:12 batch_cost: 0.8402 data_cost: 0.0003 ips: 57.1273 images/s [03/14 07:22:32] ppdet.engine INFO: Epoch: [286] [100/610] learning_rate: 0.001262 loss_vfl: 0.820203 loss_bbox: 0.387791 loss_dfl: 0.384091 loss: 1.593838 eta: 1:55:56 batch_cost: 0.8327 data_cost: 0.0003 ips: 57.6449 images/s [03/14 07:22:51] ppdet.engine INFO: Epoch: [286] [120/610] learning_rate: 0.001256 loss_vfl: 0.849654 loss_bbox: 0.380132 loss_dfl: 0.384933 loss: 1.599512 eta: 1:55:39 batch_cost: 0.8689 data_cost: 0.0003 ips: 55.2402 images/s [03/14 07:23:09] ppdet.engine INFO: Epoch: [286] [140/610] learning_rate: 0.001250 loss_vfl: 0.867202 loss_bbox: 0.390976 loss_dfl: 0.393863 loss: 1.670138 eta: 1:55:23 batch_cost: 0.7831 data_cost: 0.0003 ips: 61.2940 images/s [03/14 07:23:27] ppdet.engine INFO: Epoch: [286] [160/610] learning_rate: 0.001244 loss_vfl: 0.893498 loss_bbox: 0.396948 loss_dfl: 0.405077 loss: 1.705172 eta: 1:55:06 batch_cost: 0.8129 data_cost: 0.0022 ips: 59.0463 images/s [03/14 07:23:45] ppdet.engine INFO: Epoch: [286] [180/610] learning_rate: 0.001238 loss_vfl: 0.882011 loss_bbox: 0.384075 loss_dfl: 0.394238 loss: 1.685632 eta: 1:54:50 batch_cost: 0.7896 data_cost: 0.0010 ips: 60.7933 images/s [03/14 07:24:04] ppdet.engine INFO: Epoch: [286] [200/610] learning_rate: 0.001232 loss_vfl: 0.843092 loss_bbox: 0.377411 loss_dfl: 0.370122 loss: 1.572452 eta: 1:54:33 batch_cost: 0.8277 data_cost: 0.0004 ips: 57.9914 images/s [03/14 07:24:22] ppdet.engine INFO: Epoch: [286] [220/610] learning_rate: 0.001226 loss_vfl: 0.835459 loss_bbox: 0.372962 loss_dfl: 0.378681 loss: 1.595876 eta: 1:54:17 batch_cost: 0.8071 data_cost: 0.0003 ips: 59.4698 images/s [03/14 07:24:41] ppdet.engine INFO: Epoch: [286] [240/610] learning_rate: 0.001220 loss_vfl: 0.891025 loss_bbox: 0.417538 loss_dfl: 0.399464 loss: 1.714464 eta: 1:54:00 batch_cost: 0.8112 data_cost: 0.0003 ips: 59.1717 images/s [03/14 07:24:59] ppdet.engine INFO: Epoch: [286] [260/610] learning_rate: 0.001214 loss_vfl: 0.822875 loss_bbox: 0.367534 loss_dfl: 0.373285 loss: 1.572194 eta: 1:53:44 batch_cost: 0.8314 data_cost: 0.0003 ips: 57.7306 images/s [03/14 07:25:18] ppdet.engine INFO: Epoch: [286] [280/610] learning_rate: 0.001208 loss_vfl: 0.873545 loss_bbox: 0.421875 loss_dfl: 0.400770 loss: 1.668138 eta: 1:53:27 batch_cost: 0.8055 data_cost: 0.0003 ips: 59.5894 images/s [03/14 07:25:35] ppdet.engine INFO: Epoch: [286] [300/610] learning_rate: 0.001203 loss_vfl: 0.895530 loss_bbox: 0.411872 loss_dfl: 0.411163 loss: 1.706369 eta: 1:53:11 batch_cost: 0.7313 data_cost: 0.0009 ips: 65.6404 images/s [03/14 07:25:53] ppdet.engine INFO: Epoch: [286] [320/610] learning_rate: 0.001197 loss_vfl: 0.863907 loss_bbox: 0.399553 loss_dfl: 0.392467 loss: 1.656662 eta: 1:52:54 batch_cost: 0.8119 data_cost: 0.0014 ips: 59.1238 images/s [03/14 07:26:11] ppdet.engine INFO: Epoch: [286] [340/610] learning_rate: 0.001191 loss_vfl: 0.876343 loss_bbox: 0.404311 loss_dfl: 0.391613 loss: 1.665137 eta: 1:52:38 batch_cost: 0.8136 data_cost: 0.0003 ips: 58.9964 images/s [03/14 07:26:30] ppdet.engine INFO: Epoch: [286] [360/610] learning_rate: 0.001185 loss_vfl: 0.861467 loss_bbox: 0.401713 loss_dfl: 0.393257 loss: 1.650842 eta: 1:52:21 batch_cost: 0.7971 data_cost: 0.0003 ips: 60.2203 images/s [03/14 07:26:49] ppdet.engine INFO: Epoch: [286] [380/610] learning_rate: 0.001179 loss_vfl: 0.873187 loss_bbox: 0.357831 loss_dfl: 0.372079 loss: 1.601314 eta: 1:52:05 batch_cost: 0.8442 data_cost: 0.0003 ips: 56.8607 images/s [03/14 07:27:07] ppdet.engine INFO: Epoch: [286] [400/610] learning_rate: 0.001174 loss_vfl: 0.908672 loss_bbox: 0.406394 loss_dfl: 0.397912 loss: 1.700290 eta: 1:51:48 batch_cost: 0.8500 data_cost: 0.0003 ips: 56.4730 images/s [03/14 07:27:25] ppdet.engine INFO: Epoch: [286] [420/610] learning_rate: 0.001168 loss_vfl: 0.854519 loss_bbox: 0.397709 loss_dfl: 0.397251 loss: 1.649335 eta: 1:51:32 batch_cost: 0.7944 data_cost: 0.0003 ips: 60.4267 images/s [03/14 07:27:43] ppdet.engine INFO: Epoch: [286] [440/610] learning_rate: 0.001162 loss_vfl: 0.857135 loss_bbox: 0.372623 loss_dfl: 0.387184 loss: 1.621891 eta: 1:51:15 batch_cost: 0.8525 data_cost: 0.0003 ips: 56.3045 images/s [03/14 07:28:01] ppdet.engine INFO: Epoch: [286] [460/610] learning_rate: 0.001156 loss_vfl: 0.898208 loss_bbox: 0.396805 loss_dfl: 0.391129 loss: 1.678400 eta: 1:50:59 batch_cost: 0.7924 data_cost: 0.0004 ips: 60.5721 images/s [03/14 07:28:19] ppdet.engine INFO: Epoch: [286] [480/610] learning_rate: 0.001151 loss_vfl: 0.888042 loss_bbox: 0.394532 loss_dfl: 0.400758 loss: 1.697492 eta: 1:50:42 batch_cost: 0.8173 data_cost: 0.0003 ips: 58.7307 images/s [03/14 07:28:37] ppdet.engine INFO: Epoch: [286] [500/610] learning_rate: 0.001145 loss_vfl: 0.905589 loss_bbox: 0.387184 loss_dfl: 0.402269 loss: 1.699253 eta: 1:50:26 batch_cost: 0.8197 data_cost: 0.0010 ips: 58.5548 images/s [03/14 07:28:56] ppdet.engine INFO: Epoch: [286] [520/610] learning_rate: 0.001139 loss_vfl: 0.872721 loss_bbox: 0.396984 loss_dfl: 0.397738 loss: 1.679606 eta: 1:50:10 batch_cost: 0.8500 data_cost: 0.0003 ips: 56.4734 images/s [03/14 07:29:13] ppdet.engine INFO: Epoch: [286] [540/610] learning_rate: 0.001134 loss_vfl: 0.857905 loss_bbox: 0.382699 loss_dfl: 0.392317 loss: 1.645631 eta: 1:49:53 batch_cost: 0.7590 data_cost: 0.0003 ips: 63.2399 images/s [03/14 07:29:31] ppdet.engine INFO: Epoch: [286] [560/610] learning_rate: 0.001128 loss_vfl: 0.854637 loss_bbox: 0.390232 loss_dfl: 0.386618 loss: 1.627177 eta: 1:49:36 batch_cost: 0.7926 data_cost: 0.0009 ips: 60.5602 images/s [03/14 07:29:49] ppdet.engine INFO: Epoch: [286] [580/610] learning_rate: 0.001122 loss_vfl: 0.861741 loss_bbox: 0.388036 loss_dfl: 0.390306 loss: 1.633811 eta: 1:49:20 batch_cost: 0.8154 data_cost: 0.0004 ips: 58.8688 images/s [03/14 07:30:07] ppdet.engine INFO: Epoch: [286] [600/610] learning_rate: 0.001117 loss_vfl: 0.861079 loss_bbox: 0.389036 loss_dfl: 0.389523 loss: 1.645675 eta: 1:49:03 batch_cost: 0.8121 data_cost: 0.0005 ips: 59.1054 images/s [03/14 07:30:21] ppdet.engine INFO: Epoch: [287] [ 0/610] learning_rate: 0.001114 loss_vfl: 0.846567 loss_bbox: 0.385844 loss_dfl: 0.386005 loss: 1.616435 eta: 1:48:55 batch_cost: 0.9690 data_cost: 0.2042 ips: 49.5341 images/s [03/14 07:30:43] ppdet.engine INFO: Epoch: [287] [ 20/610] learning_rate: 0.001108 loss_vfl: 0.870331 loss_bbox: 0.388465 loss_dfl: 0.392590 loss: 1.665202 eta: 1:48:39 batch_cost: 0.8892 data_cost: 0.0011 ips: 53.9796 images/s [03/14 07:31:01] ppdet.engine INFO: Epoch: [287] [ 40/610] learning_rate: 0.001103 loss_vfl: 0.901206 loss_bbox: 0.402637 loss_dfl: 0.404932 loss: 1.689014 eta: 1:48:23 batch_cost: 0.8455 data_cost: 0.0003 ips: 56.7715 images/s [03/14 07:31:20] ppdet.engine INFO: Epoch: [287] [ 60/610] learning_rate: 0.001097 loss_vfl: 0.939223 loss_bbox: 0.417575 loss_dfl: 0.413719 loss: 1.776417 eta: 1:48:06 batch_cost: 0.8244 data_cost: 0.0003 ips: 58.2243 images/s [03/14 07:31:38] ppdet.engine INFO: Epoch: [287] [ 80/610] learning_rate: 0.001092 loss_vfl: 0.885220 loss_bbox: 0.389850 loss_dfl: 0.391451 loss: 1.679830 eta: 1:47:50 batch_cost: 0.8175 data_cost: 0.0009 ips: 58.7165 images/s [03/14 07:31:56] ppdet.engine INFO: Epoch: [287] [100/610] learning_rate: 0.001086 loss_vfl: 0.877627 loss_bbox: 0.419926 loss_dfl: 0.407798 loss: 1.717156 eta: 1:47:33 batch_cost: 0.8304 data_cost: 0.0003 ips: 57.8049 images/s [03/14 07:32:16] ppdet.engine INFO: Epoch: [287] [120/610] learning_rate: 0.001080 loss_vfl: 0.916772 loss_bbox: 0.416016 loss_dfl: 0.419604 loss: 1.754573 eta: 1:47:17 batch_cost: 0.8294 data_cost: 0.0003 ips: 57.8726 images/s [03/14 07:32:33] ppdet.engine INFO: Epoch: [287] [140/610] learning_rate: 0.001075 loss_vfl: 0.891529 loss_bbox: 0.411475 loss_dfl: 0.410230 loss: 1.742052 eta: 1:47:00 batch_cost: 0.8044 data_cost: 0.0005 ips: 59.6688 images/s [03/14 07:32:51] ppdet.engine INFO: Epoch: [287] [160/610] learning_rate: 0.001069 loss_vfl: 0.828496 loss_bbox: 0.390583 loss_dfl: 0.378882 loss: 1.600803 eta: 1:46:44 batch_cost: 0.8013 data_cost: 0.0003 ips: 59.9038 images/s [03/14 07:33:09] ppdet.engine INFO: Epoch: [287] [180/610] learning_rate: 0.001064 loss_vfl: 0.904666 loss_bbox: 0.414819 loss_dfl: 0.409082 loss: 1.732504 eta: 1:46:27 batch_cost: 0.8115 data_cost: 0.0003 ips: 59.1513 images/s [03/14 07:33:28] ppdet.engine INFO: Epoch: [287] [200/610] learning_rate: 0.001059 loss_vfl: 0.887543 loss_bbox: 0.384209 loss_dfl: 0.401091 loss: 1.681655 eta: 1:46:11 batch_cost: 0.8353 data_cost: 0.0003 ips: 57.4618 images/s [03/14 07:33:46] ppdet.engine INFO: Epoch: [287] [220/610] learning_rate: 0.001053 loss_vfl: 0.827029 loss_bbox: 0.376474 loss_dfl: 0.384018 loss: 1.574157 eta: 1:45:54 batch_cost: 0.7735 data_cost: 0.0003 ips: 62.0559 images/s [03/14 07:34:04] ppdet.engine INFO: Epoch: [287] [240/610] learning_rate: 0.001048 loss_vfl: 0.882405 loss_bbox: 0.402997 loss_dfl: 0.400607 loss: 1.727717 eta: 1:45:38 batch_cost: 0.8392 data_cost: 0.0007 ips: 57.2003 images/s [03/14 07:34:21] ppdet.engine INFO: Epoch: [287] [260/610] learning_rate: 0.001042 loss_vfl: 0.834400 loss_bbox: 0.377549 loss_dfl: 0.379240 loss: 1.583059 eta: 1:45:21 batch_cost: 0.7760 data_cost: 0.0003 ips: 61.8579 images/s [03/14 07:34:40] ppdet.engine INFO: Epoch: [287] [280/610] learning_rate: 0.001037 loss_vfl: 0.863127 loss_bbox: 0.396477 loss_dfl: 0.385728 loss: 1.635764 eta: 1:45:05 batch_cost: 0.8230 data_cost: 0.0003 ips: 58.3228 images/s [03/14 07:34:59] ppdet.engine INFO: Epoch: [287] [300/610] learning_rate: 0.001031 loss_vfl: 0.839925 loss_bbox: 0.365511 loss_dfl: 0.375775 loss: 1.586770 eta: 1:44:48 batch_cost: 0.8010 data_cost: 0.0004 ips: 59.9265 images/s [03/14 07:35:17] ppdet.engine INFO: Epoch: [287] [320/610] learning_rate: 0.001026 loss_vfl: 0.866660 loss_bbox: 0.390011 loss_dfl: 0.384405 loss: 1.628780 eta: 1:44:32 batch_cost: 0.7807 data_cost: 0.0003 ips: 61.4823 images/s [03/14 07:35:35] ppdet.engine INFO: Epoch: [287] [340/610] learning_rate: 0.001021 loss_vfl: 0.876738 loss_bbox: 0.404512 loss_dfl: 0.408358 loss: 1.700412 eta: 1:44:15 batch_cost: 0.8054 data_cost: 0.0015 ips: 59.5991 images/s [03/14 07:35:53] ppdet.engine INFO: Epoch: [287] [360/610] learning_rate: 0.001015 loss_vfl: 0.870657 loss_bbox: 0.398683 loss_dfl: 0.404652 loss: 1.682238 eta: 1:43:59 batch_cost: 0.7940 data_cost: 0.0003 ips: 60.4522 images/s [03/14 07:36:12] ppdet.engine INFO: Epoch: [287] [380/610] learning_rate: 0.001010 loss_vfl: 0.900343 loss_bbox: 0.393311 loss_dfl: 0.397567 loss: 1.689890 eta: 1:43:42 batch_cost: 0.8443 data_cost: 0.0003 ips: 56.8512 images/s [03/14 07:36:30] ppdet.engine INFO: Epoch: [287] [400/610] learning_rate: 0.001005 loss_vfl: 0.863723 loss_bbox: 0.379065 loss_dfl: 0.387373 loss: 1.616395 eta: 1:43:26 batch_cost: 0.8134 data_cost: 0.0009 ips: 59.0145 images/s [03/14 07:36:48] ppdet.engine INFO: Epoch: [287] [420/610] learning_rate: 0.000999 loss_vfl: 0.842222 loss_bbox: 0.399058 loss_dfl: 0.400163 loss: 1.623887 eta: 1:43:09 batch_cost: 0.7822 data_cost: 0.0003 ips: 61.3653 images/s [03/14 07:37:06] ppdet.engine INFO: Epoch: [287] [440/610] learning_rate: 0.000994 loss_vfl: 0.871178 loss_bbox: 0.396338 loss_dfl: 0.402387 loss: 1.680308 eta: 1:42:53 batch_cost: 0.8241 data_cost: 0.0010 ips: 58.2431 images/s [03/14 07:37:25] ppdet.engine INFO: Epoch: [287] [460/610] learning_rate: 0.000989 loss_vfl: 0.801216 loss_bbox: 0.361407 loss_dfl: 0.372912 loss: 1.541701 eta: 1:42:36 batch_cost: 0.8529 data_cost: 0.0003 ips: 56.2807 images/s [03/14 07:37:43] ppdet.engine INFO: Epoch: [287] [480/610] learning_rate: 0.000983 loss_vfl: 0.912169 loss_bbox: 0.430850 loss_dfl: 0.433756 loss: 1.775697 eta: 1:42:20 batch_cost: 0.8157 data_cost: 0.0003 ips: 58.8451 images/s [03/14 07:38:02] ppdet.engine INFO: Epoch: [287] [500/610] learning_rate: 0.000978 loss_vfl: 0.903258 loss_bbox: 0.429545 loss_dfl: 0.403756 loss: 1.706444 eta: 1:42:03 batch_cost: 0.8170 data_cost: 0.0003 ips: 58.7501 images/s [03/14 07:38:20] ppdet.engine INFO: Epoch: [287] [520/610] learning_rate: 0.000973 loss_vfl: 0.858578 loss_bbox: 0.383617 loss_dfl: 0.387469 loss: 1.635540 eta: 1:41:47 batch_cost: 0.8381 data_cost: 0.0015 ips: 57.2706 images/s [03/14 07:38:38] ppdet.engine INFO: Epoch: [287] [540/610] learning_rate: 0.000968 loss_vfl: 0.808438 loss_bbox: 0.365265 loss_dfl: 0.365932 loss: 1.551041 eta: 1:41:30 batch_cost: 0.7679 data_cost: 0.0003 ips: 62.5108 images/s [03/14 07:38:56] ppdet.engine INFO: Epoch: [287] [560/610] learning_rate: 0.000962 loss_vfl: 0.845171 loss_bbox: 0.394501 loss_dfl: 0.376717 loss: 1.621344 eta: 1:41:14 batch_cost: 0.8174 data_cost: 0.0003 ips: 58.7193 images/s [03/14 07:39:14] ppdet.engine INFO: Epoch: [287] [580/610] learning_rate: 0.000957 loss_vfl: 0.914762 loss_bbox: 0.396570 loss_dfl: 0.402262 loss: 1.738381 eta: 1:40:57 batch_cost: 0.7678 data_cost: 0.0003 ips: 62.5181 images/s [03/14 07:39:32] ppdet.engine INFO: Epoch: [287] [600/610] learning_rate: 0.000952 loss_vfl: 0.875195 loss_bbox: 0.408436 loss_dfl: 0.402586 loss: 1.697901 eta: 1:40:41 batch_cost: 0.8001 data_cost: 0.0004 ips: 59.9912 images/s [03/14 07:39:47] ppdet.engine INFO: Epoch: [288] [ 0/610] learning_rate: 0.000949 loss_vfl: 0.880847 loss_bbox: 0.402030 loss_dfl: 0.403691 loss: 1.687781 eta: 1:40:33 batch_cost: 1.0447 data_cost: 0.2751 ips: 45.9473 images/s [03/14 07:40:07] ppdet.engine INFO: Epoch: [288] [ 20/610] learning_rate: 0.000944 loss_vfl: 0.863617 loss_bbox: 0.390544 loss_dfl: 0.388443 loss: 1.662264 eta: 1:40:16 batch_cost: 0.9067 data_cost: 0.0003 ips: 52.9390 images/s [03/14 07:40:26] ppdet.engine INFO: Epoch: [288] [ 40/610] learning_rate: 0.000939 loss_vfl: 0.902362 loss_bbox: 0.389797 loss_dfl: 0.404637 loss: 1.724643 eta: 1:40:00 batch_cost: 0.8755 data_cost: 0.0003 ips: 54.8279 images/s [03/14 07:40:45] ppdet.engine INFO: Epoch: [288] [ 60/610] learning_rate: 0.000934 loss_vfl: 0.860095 loss_bbox: 0.403023 loss_dfl: 0.397211 loss: 1.646264 eta: 1:39:43 batch_cost: 0.8542 data_cost: 0.0003 ips: 56.1931 images/s [03/14 07:41:04] ppdet.engine INFO: Epoch: [288] [ 80/610] learning_rate: 0.000929 loss_vfl: 0.895318 loss_bbox: 0.387694 loss_dfl: 0.389867 loss: 1.673700 eta: 1:39:27 batch_cost: 0.8253 data_cost: 0.0004 ips: 58.1629 images/s [03/14 07:41:22] ppdet.engine INFO: Epoch: [288] [100/610] learning_rate: 0.000924 loss_vfl: 0.862505 loss_bbox: 0.389051 loss_dfl: 0.384136 loss: 1.642076 eta: 1:39:10 batch_cost: 0.8077 data_cost: 0.0003 ips: 59.4248 images/s [03/14 07:41:40] ppdet.engine INFO: Epoch: [288] [120/610] learning_rate: 0.000919 loss_vfl: 0.876641 loss_bbox: 0.387512 loss_dfl: 0.388183 loss: 1.650751 eta: 1:38:54 batch_cost: 0.7971 data_cost: 0.0003 ips: 60.2146 images/s [03/14 07:41:58] ppdet.engine INFO: Epoch: [288] [140/610] learning_rate: 0.000913 loss_vfl: 0.877058 loss_bbox: 0.390511 loss_dfl: 0.388838 loss: 1.648333 eta: 1:38:37 batch_cost: 0.8191 data_cost: 0.0003 ips: 58.6038 images/s [03/14 07:42:17] ppdet.engine INFO: Epoch: [288] [160/610] learning_rate: 0.000908 loss_vfl: 0.885005 loss_bbox: 0.393481 loss_dfl: 0.395234 loss: 1.678724 eta: 1:38:21 batch_cost: 0.8121 data_cost: 0.0003 ips: 59.1039 images/s [03/14 07:42:34] ppdet.engine INFO: Epoch: [288] [180/610] learning_rate: 0.000903 loss_vfl: 0.884392 loss_bbox: 0.378556 loss_dfl: 0.389418 loss: 1.641298 eta: 1:38:04 batch_cost: 0.7911 data_cost: 0.0003 ips: 60.6731 images/s [03/14 07:42:52] ppdet.engine INFO: Epoch: [288] [200/610] learning_rate: 0.000898 loss_vfl: 0.861652 loss_bbox: 0.393256 loss_dfl: 0.393607 loss: 1.658067 eta: 1:37:48 batch_cost: 0.8018 data_cost: 0.0003 ips: 59.8661 images/s [03/14 07:43:11] ppdet.engine INFO: Epoch: [288] [220/610] learning_rate: 0.000893 loss_vfl: 0.883282 loss_bbox: 0.402145 loss_dfl: 0.408001 loss: 1.691264 eta: 1:37:31 batch_cost: 0.8330 data_cost: 0.0003 ips: 57.6205 images/s [03/14 07:43:29] ppdet.engine INFO: Epoch: [288] [240/610] learning_rate: 0.000888 loss_vfl: 0.891009 loss_bbox: 0.399688 loss_dfl: 0.387146 loss: 1.661601 eta: 1:37:15 batch_cost: 0.7948 data_cost: 0.0003 ips: 60.3956 images/s [03/14 07:43:48] ppdet.engine INFO: Epoch: [288] [260/610] learning_rate: 0.000883 loss_vfl: 0.920392 loss_bbox: 0.398455 loss_dfl: 0.403041 loss: 1.717602 eta: 1:36:58 batch_cost: 0.8560 data_cost: 0.0010 ips: 56.0772 images/s [03/14 07:44:07] ppdet.engine INFO: Epoch: [288] [280/610] learning_rate: 0.000878 loss_vfl: 0.868871 loss_bbox: 0.390058 loss_dfl: 0.392787 loss: 1.634187 eta: 1:36:42 batch_cost: 0.8330 data_cost: 0.0003 ips: 57.6243 images/s [03/14 07:44:25] ppdet.engine INFO: Epoch: [288] [300/610] learning_rate: 0.000873 loss_vfl: 0.844694 loss_bbox: 0.362629 loss_dfl: 0.378981 loss: 1.582466 eta: 1:36:25 batch_cost: 0.8226 data_cost: 0.0003 ips: 58.3483 images/s [03/14 07:44:44] ppdet.engine INFO: Epoch: [288] [320/610] learning_rate: 0.000868 loss_vfl: 0.922162 loss_bbox: 0.416010 loss_dfl: 0.393582 loss: 1.732186 eta: 1:36:09 batch_cost: 0.8097 data_cost: 0.0003 ips: 59.2780 images/s [03/14 07:45:01] ppdet.engine INFO: Epoch: [288] [340/610] learning_rate: 0.000863 loss_vfl: 0.887117 loss_bbox: 0.376371 loss_dfl: 0.380727 loss: 1.636006 eta: 1:35:52 batch_cost: 0.7781 data_cost: 0.0003 ips: 61.6857 images/s [03/14 07:45:20] ppdet.engine INFO: Epoch: [288] [360/610] learning_rate: 0.000858 loss_vfl: 0.864760 loss_bbox: 0.383101 loss_dfl: 0.384017 loss: 1.637487 eta: 1:35:36 batch_cost: 0.8292 data_cost: 0.0003 ips: 57.8881 images/s [03/14 07:45:38] ppdet.engine INFO: Epoch: [288] [380/610] learning_rate: 0.000853 loss_vfl: 0.926376 loss_bbox: 0.424919 loss_dfl: 0.401040 loss: 1.760845 eta: 1:35:19 batch_cost: 0.8221 data_cost: 0.0003 ips: 58.3877 images/s [03/14 07:45:55] ppdet.engine INFO: Epoch: [288] [400/610] learning_rate: 0.000849 loss_vfl: 0.878852 loss_bbox: 0.404437 loss_dfl: 0.396396 loss: 1.676959 eta: 1:35:03 batch_cost: 0.7895 data_cost: 0.0003 ips: 60.7987 images/s [03/14 07:46:14] ppdet.engine INFO: Epoch: [288] [420/610] learning_rate: 0.000844 loss_vfl: 0.939526 loss_bbox: 0.411200 loss_dfl: 0.417350 loss: 1.771466 eta: 1:34:46 batch_cost: 0.8366 data_cost: 0.0003 ips: 57.3774 images/s [03/14 07:46:32] ppdet.engine INFO: Epoch: [288] [440/610] learning_rate: 0.000839 loss_vfl: 0.857556 loss_bbox: 0.394180 loss_dfl: 0.386828 loss: 1.638067 eta: 1:34:30 batch_cost: 0.8033 data_cost: 0.0003 ips: 59.7545 images/s [03/14 07:46:50] ppdet.engine INFO: Epoch: [288] [460/610] learning_rate: 0.000834 loss_vfl: 0.921468 loss_bbox: 0.416480 loss_dfl: 0.414366 loss: 1.769034 eta: 1:34:13 batch_cost: 0.7987 data_cost: 0.0003 ips: 60.0980 images/s [03/14 07:47:08] ppdet.engine INFO: Epoch: [288] [480/610] learning_rate: 0.000829 loss_vfl: 0.888118 loss_bbox: 0.404902 loss_dfl: 0.396562 loss: 1.697916 eta: 1:33:57 batch_cost: 0.7667 data_cost: 0.0003 ips: 62.6054 images/s [03/14 07:47:25] ppdet.engine INFO: Epoch: [288] [500/610] learning_rate: 0.000824 loss_vfl: 0.845237 loss_bbox: 0.382909 loss_dfl: 0.384244 loss: 1.612390 eta: 1:33:40 batch_cost: 0.7885 data_cost: 0.0012 ips: 60.8741 images/s [03/14 07:47:44] ppdet.engine INFO: Epoch: [288] [520/610] learning_rate: 0.000819 loss_vfl: 0.900663 loss_bbox: 0.414390 loss_dfl: 0.407517 loss: 1.718270 eta: 1:33:24 batch_cost: 0.8582 data_cost: 0.0003 ips: 55.9287 images/s [03/14 07:48:02] ppdet.engine INFO: Epoch: [288] [540/610] learning_rate: 0.000815 loss_vfl: 0.844602 loss_bbox: 0.386835 loss_dfl: 0.388391 loss: 1.614220 eta: 1:33:07 batch_cost: 0.7616 data_cost: 0.0010 ips: 63.0261 images/s [03/14 07:48:20] ppdet.engine INFO: Epoch: [288] [560/610] learning_rate: 0.000810 loss_vfl: 0.846247 loss_bbox: 0.393375 loss_dfl: 0.379764 loss: 1.607000 eta: 1:32:51 batch_cost: 0.8357 data_cost: 0.0003 ips: 57.4377 images/s [03/14 07:48:39] ppdet.engine INFO: Epoch: [288] [580/610] learning_rate: 0.000805 loss_vfl: 0.876909 loss_bbox: 0.375082 loss_dfl: 0.391029 loss: 1.635124 eta: 1:32:34 batch_cost: 0.8442 data_cost: 0.0009 ips: 56.8557 images/s [03/14 07:48:57] ppdet.engine INFO: Epoch: [288] [600/610] learning_rate: 0.000800 loss_vfl: 0.937443 loss_bbox: 0.436671 loss_dfl: 0.413268 loss: 1.784828 eta: 1:32:18 batch_cost: 0.8122 data_cost: 0.0003 ips: 59.0980 images/s [03/14 07:49:11] ppdet.engine INFO: Epoch: [289] [ 0/610] learning_rate: 0.000798 loss_vfl: 0.881851 loss_bbox: 0.420802 loss_dfl: 0.397393 loss: 1.723064 eta: 1:32:10 batch_cost: 0.9982 data_cost: 0.2216 ips: 48.0852 images/s [03/14 07:49:32] ppdet.engine INFO: Epoch: [289] [ 20/610] learning_rate: 0.000793 loss_vfl: 0.863600 loss_bbox: 0.397810 loss_dfl: 0.388784 loss: 1.663134 eta: 1:31:53 batch_cost: 0.8921 data_cost: 0.0003 ips: 53.8037 images/s [03/14 07:49:50] ppdet.engine INFO: Epoch: [289] [ 40/610] learning_rate: 0.000788 loss_vfl: 0.902547 loss_bbox: 0.406692 loss_dfl: 0.392281 loss: 1.709607 eta: 1:31:37 batch_cost: 0.8058 data_cost: 0.0003 ips: 59.5707 images/s [03/14 07:50:08] ppdet.engine INFO: Epoch: [289] [ 60/610] learning_rate: 0.000784 loss_vfl: 0.935763 loss_bbox: 0.434975 loss_dfl: 0.417676 loss: 1.767221 eta: 1:31:20 batch_cost: 0.8385 data_cost: 0.0003 ips: 57.2457 images/s [03/14 07:50:27] ppdet.engine INFO: Epoch: [289] [ 80/610] learning_rate: 0.000779 loss_vfl: 0.877975 loss_bbox: 0.389142 loss_dfl: 0.397262 loss: 1.685731 eta: 1:31:04 batch_cost: 0.8284 data_cost: 0.0008 ips: 57.9411 images/s [03/14 07:50:44] ppdet.engine INFO: Epoch: [289] [100/610] learning_rate: 0.000774 loss_vfl: 0.861544 loss_bbox: 0.414961 loss_dfl: 0.386568 loss: 1.608618 eta: 1:30:47 batch_cost: 0.7695 data_cost: 0.0003 ips: 62.3748 images/s [03/14 07:51:02] ppdet.engine INFO: Epoch: [289] [120/610] learning_rate: 0.000770 loss_vfl: 0.875585 loss_bbox: 0.410137 loss_dfl: 0.400064 loss: 1.690589 eta: 1:30:31 batch_cost: 0.8329 data_cost: 0.0003 ips: 57.6302 images/s [03/14 07:51:21] ppdet.engine INFO: Epoch: [289] [140/610] learning_rate: 0.000765 loss_vfl: 0.839165 loss_bbox: 0.369997 loss_dfl: 0.370133 loss: 1.570596 eta: 1:30:14 batch_cost: 0.8046 data_cost: 0.0003 ips: 59.6559 images/s [03/14 07:51:38] ppdet.engine INFO: Epoch: [289] [160/610] learning_rate: 0.000760 loss_vfl: 0.828253 loss_bbox: 0.390616 loss_dfl: 0.383826 loss: 1.613603 eta: 1:29:58 batch_cost: 0.7966 data_cost: 0.0008 ips: 60.2524 images/s [03/14 07:51:57] ppdet.engine INFO: Epoch: [289] [180/610] learning_rate: 0.000756 loss_vfl: 0.876538 loss_bbox: 0.381110 loss_dfl: 0.379233 loss: 1.634753 eta: 1:29:41 batch_cost: 0.7892 data_cost: 0.0003 ips: 60.8180 images/s [03/14 07:52:13] ppdet.engine INFO: Epoch: [289] [200/610] learning_rate: 0.000751 loss_vfl: 0.879576 loss_bbox: 0.382117 loss_dfl: 0.395164 loss: 1.647434 eta: 1:29:25 batch_cost: 0.7326 data_cost: 0.0014 ips: 65.5172 images/s [03/14 07:52:32] ppdet.engine INFO: Epoch: [289] [220/610] learning_rate: 0.000746 loss_vfl: 0.878484 loss_bbox: 0.410414 loss_dfl: 0.393631 loss: 1.683196 eta: 1:29:08 batch_cost: 0.8701 data_cost: 0.0003 ips: 55.1678 images/s [03/14 07:52:51] ppdet.engine INFO: Epoch: [289] [240/610] learning_rate: 0.000742 loss_vfl: 0.855933 loss_bbox: 0.388506 loss_dfl: 0.389652 loss: 1.620386 eta: 1:28:52 batch_cost: 0.8650 data_cost: 0.0003 ips: 55.4901 images/s [03/14 07:53:09] ppdet.engine INFO: Epoch: [289] [260/610] learning_rate: 0.000737 loss_vfl: 0.898744 loss_bbox: 0.409011 loss_dfl: 0.414217 loss: 1.713627 eta: 1:28:36 batch_cost: 0.8295 data_cost: 0.0003 ips: 57.8694 images/s [03/14 07:53:28] ppdet.engine INFO: Epoch: [289] [280/610] learning_rate: 0.000733 loss_vfl: 0.883843 loss_bbox: 0.413351 loss_dfl: 0.401282 loss: 1.691378 eta: 1:28:19 batch_cost: 0.8615 data_cost: 0.0003 ips: 55.7159 images/s [03/14 07:53:47] ppdet.engine INFO: Epoch: [289] [300/610] learning_rate: 0.000728 loss_vfl: 0.962219 loss_bbox: 0.427737 loss_dfl: 0.421049 loss: 1.818777 eta: 1:28:03 batch_cost: 0.8251 data_cost: 0.0020 ips: 58.1753 images/s [03/14 07:54:06] ppdet.engine INFO: Epoch: [289] [320/610] learning_rate: 0.000724 loss_vfl: 0.841728 loss_bbox: 0.388021 loss_dfl: 0.380833 loss: 1.598784 eta: 1:27:46 batch_cost: 0.8432 data_cost: 0.0003 ips: 56.9289 images/s [03/14 07:54:24] ppdet.engine INFO: Epoch: [289] [340/610] learning_rate: 0.000719 loss_vfl: 0.876608 loss_bbox: 0.387761 loss_dfl: 0.393641 loss: 1.661248 eta: 1:27:30 batch_cost: 0.8276 data_cost: 0.0003 ips: 57.9990 images/s [03/14 07:54:42] ppdet.engine INFO: Epoch: [289] [360/610] learning_rate: 0.000715 loss_vfl: 0.900589 loss_bbox: 0.385293 loss_dfl: 0.393624 loss: 1.675228 eta: 1:27:13 batch_cost: 0.7925 data_cost: 0.0003 ips: 60.5688 images/s [03/14 07:55:01] ppdet.engine INFO: Epoch: [289] [380/610] learning_rate: 0.000710 loss_vfl: 0.878518 loss_bbox: 0.405453 loss_dfl: 0.403283 loss: 1.699508 eta: 1:26:57 batch_cost: 0.8448 data_cost: 0.0003 ips: 56.8179 images/s [03/14 07:55:19] ppdet.engine INFO: Epoch: [289] [400/610] learning_rate: 0.000706 loss_vfl: 0.895780 loss_bbox: 0.404597 loss_dfl: 0.412929 loss: 1.708653 eta: 1:26:40 batch_cost: 0.8337 data_cost: 0.0003 ips: 57.5779 images/s [03/14 07:55:37] ppdet.engine INFO: Epoch: [289] [420/610] learning_rate: 0.000701 loss_vfl: 0.842168 loss_bbox: 0.384959 loss_dfl: 0.398345 loss: 1.643704 eta: 1:26:24 batch_cost: 0.7946 data_cost: 0.0010 ips: 60.4087 images/s [03/14 07:55:56] ppdet.engine INFO: Epoch: [289] [440/610] learning_rate: 0.000697 loss_vfl: 0.867631 loss_bbox: 0.373783 loss_dfl: 0.388870 loss: 1.609664 eta: 1:26:07 batch_cost: 0.8337 data_cost: 0.0003 ips: 57.5773 images/s [03/14 07:56:14] ppdet.engine INFO: Epoch: [289] [460/610] learning_rate: 0.000692 loss_vfl: 0.856470 loss_bbox: 0.399228 loss_dfl: 0.391052 loss: 1.664279 eta: 1:25:51 batch_cost: 0.8096 data_cost: 0.0003 ips: 59.2855 images/s [03/14 07:56:31] ppdet.engine INFO: Epoch: [289] [480/610] learning_rate: 0.000688 loss_vfl: 0.885997 loss_bbox: 0.392320 loss_dfl: 0.398057 loss: 1.669843 eta: 1:25:34 batch_cost: 0.7900 data_cost: 0.0003 ips: 60.7590 images/s [03/14 07:56:50] ppdet.engine INFO: Epoch: [289] [500/610] learning_rate: 0.000684 loss_vfl: 0.875180 loss_bbox: 0.393183 loss_dfl: 0.395253 loss: 1.658419 eta: 1:25:18 batch_cost: 0.8493 data_cost: 0.0003 ips: 56.5160 images/s [03/14 07:57:08] ppdet.engine INFO: Epoch: [289] [520/610] learning_rate: 0.000679 loss_vfl: 0.858831 loss_bbox: 0.395348 loss_dfl: 0.391099 loss: 1.635967 eta: 1:25:01 batch_cost: 0.8216 data_cost: 0.0003 ips: 58.4215 images/s [03/14 07:57:27] ppdet.engine INFO: Epoch: [289] [540/610] learning_rate: 0.000675 loss_vfl: 0.875890 loss_bbox: 0.403606 loss_dfl: 0.393808 loss: 1.696502 eta: 1:24:45 batch_cost: 0.8352 data_cost: 0.0004 ips: 57.4688 images/s [03/14 07:57:45] ppdet.engine INFO: Epoch: [289] [560/610] learning_rate: 0.000670 loss_vfl: 0.883937 loss_bbox: 0.389445 loss_dfl: 0.403579 loss: 1.675236 eta: 1:24:28 batch_cost: 0.8186 data_cost: 0.0004 ips: 58.6371 images/s [03/14 07:58:04] ppdet.engine INFO: Epoch: [289] [580/610] learning_rate: 0.000666 loss_vfl: 0.859583 loss_bbox: 0.388956 loss_dfl: 0.401180 loss: 1.654729 eta: 1:24:12 batch_cost: 0.8470 data_cost: 0.0003 ips: 56.6704 images/s [03/14 07:58:22] ppdet.engine INFO: Epoch: [289] [600/610] learning_rate: 0.000662 loss_vfl: 0.891081 loss_bbox: 0.410205 loss_dfl: 0.391586 loss: 1.702829 eta: 1:23:55 batch_cost: 0.7684 data_cost: 0.0004 ips: 62.4690 images/s [03/14 07:58:30] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_s_416_coco [03/14 07:58:30] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_s_416_coco [03/14 07:58:30] ppdet.engine INFO: Eval iter: 0 [03/14 07:58:46] ppdet.engine INFO: Eval iter: 100 [03/14 07:58:56] ppdet.engine INFO: Eval iter: 200 [03/14 07:59:05] ppdet.engine INFO: Eval iter: 300 [03/14 07:59:15] ppdet.engine INFO: Eval iter: 400 [03/14 07:59:24] ppdet.engine INFO: Eval iter: 500 [03/14 07:59:34] ppdet.engine INFO: Eval iter: 600 [03/14 07:59:50] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json. loading annotations into memory... Done (t=0.65s) creating index... index created! [03/14 07:59:51] ppdet.metrics.coco_utils INFO: Start evaluate... Loading and preparing results... DONE (t=5.34s) creating index... index created! Running per image evaluation... Evaluate annotation type *bbox* DONE (t=94.03s). Accumulating evaluation results... DONE (t=17.49s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.323 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.475 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.341 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.118 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.342 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 ] = 0.288 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.454 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.483 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.214 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.540 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.732 [03/14 08:01:50] ppdet.engine INFO: Total sample number: 4952, averge FPS: 74.10734020375361 [03/14 08:01:50] ppdet.engine INFO: Best test bbox ap is 0.325. [03/14 08:01:51] ppdet.engine INFO: Epoch: [290] [ 0/610] learning_rate: 0.000660 loss_vfl: 0.868166 loss_bbox: 0.384513 loss_dfl: 0.387148 loss: 1.645782 eta: 1:23:47 batch_cost: 0.6951 data_cost: 0.0003 ips: 69.0533 images/s [03/14 08:02:10] ppdet.engine INFO: Epoch: [290] [ 20/610] learning_rate: 0.000655 loss_vfl: 0.908375 loss_bbox: 0.410479 loss_dfl: 0.408900 loss: 1.724980 eta: 1:23:30 batch_cost: 0.8461 data_cost: 0.0003 ips: 56.7339 images/s [03/14 08:02:29] ppdet.engine INFO: Epoch: [290] [ 40/610] learning_rate: 0.000651 loss_vfl: 0.834872 loss_bbox: 0.360639 loss_dfl: 0.374681 loss: 1.553027 eta: 1:23:14 batch_cost: 0.8604 data_cost: 0.0002 ips: 55.7874 images/s [03/14 08:02:47] ppdet.engine INFO: Epoch: [290] [ 60/610] learning_rate: 0.000647 loss_vfl: 0.910812 loss_bbox: 0.411565 loss_dfl: 0.402659 loss: 1.750680 eta: 1:22:58 batch_cost: 0.8167 data_cost: 0.0012 ips: 58.7740 images/s [03/14 08:03:05] ppdet.engine INFO: Epoch: [290] [ 80/610] learning_rate: 0.000642 loss_vfl: 0.879411 loss_bbox: 0.386579 loss_dfl: 0.389367 loss: 1.657413 eta: 1:22:41 batch_cost: 0.8016 data_cost: 0.0015 ips: 59.8798 images/s [03/14 08:03:24] ppdet.engine INFO: Epoch: [290] [100/610] learning_rate: 0.000638 loss_vfl: 0.899252 loss_bbox: 0.390549 loss_dfl: 0.389257 loss: 1.669769 eta: 1:22:25 batch_cost: 0.8140 data_cost: 0.0003 ips: 58.9666 images/s [03/14 08:03:42] ppdet.engine INFO: Epoch: [290] [120/610] learning_rate: 0.000634 loss_vfl: 0.861887 loss_bbox: 0.388167 loss_dfl: 0.392498 loss: 1.651409 eta: 1:22:08 batch_cost: 0.8296 data_cost: 0.0003 ips: 57.8589 images/s [03/14 08:04:01] ppdet.engine INFO: Epoch: [290] [140/610] learning_rate: 0.000630 loss_vfl: 0.841158 loss_bbox: 0.357214 loss_dfl: 0.373837 loss: 1.579785 eta: 1:21:52 batch_cost: 0.8227 data_cost: 0.0024 ips: 58.3447 images/s [03/14 08:04:19] ppdet.engine INFO: Epoch: [290] [160/610] learning_rate: 0.000625 loss_vfl: 0.915519 loss_bbox: 0.403881 loss_dfl: 0.414120 loss: 1.723638 eta: 1:21:35 batch_cost: 0.8169 data_cost: 0.0015 ips: 58.7573 images/s [03/14 08:04:38] ppdet.engine INFO: Epoch: [290] [180/610] learning_rate: 0.000621 loss_vfl: 0.886552 loss_bbox: 0.384211 loss_dfl: 0.379574 loss: 1.637195 eta: 1:21:19 batch_cost: 0.8327 data_cost: 0.0003 ips: 57.6423 images/s [03/14 08:04:56] ppdet.engine INFO: Epoch: [290] [200/610] learning_rate: 0.000617 loss_vfl: 0.849330 loss_bbox: 0.382926 loss_dfl: 0.380521 loss: 1.628877 eta: 1:21:02 batch_cost: 0.7769 data_cost: 0.0008 ips: 61.7801 images/s [03/14 08:05:13] ppdet.engine INFO: Epoch: [290] [220/610] learning_rate: 0.000613 loss_vfl: 0.850614 loss_bbox: 0.386520 loss_dfl: 0.389838 loss: 1.615440 eta: 1:20:46 batch_cost: 0.7996 data_cost: 0.0003 ips: 60.0298 images/s [03/14 08:05:31] ppdet.engine INFO: Epoch: [290] [240/610] learning_rate: 0.000609 loss_vfl: 0.907224 loss_bbox: 0.426443 loss_dfl: 0.423102 loss: 1.743843 eta: 1:20:29 batch_cost: 0.7732 data_cost: 0.0003 ips: 62.0777 images/s [03/14 08:05:50] ppdet.engine INFO: Epoch: [290] [260/610] learning_rate: 0.000605 loss_vfl: 0.878020 loss_bbox: 0.398712 loss_dfl: 0.395007 loss: 1.671344 eta: 1:20:13 batch_cost: 0.8188 data_cost: 0.0003 ips: 58.6206 images/s [03/14 08:06:09] ppdet.engine INFO: Epoch: [290] [280/610] learning_rate: 0.000600 loss_vfl: 0.936565 loss_bbox: 0.425508 loss_dfl: 0.422419 loss: 1.787132 eta: 1:19:56 batch_cost: 0.8071 data_cost: 0.0003 ips: 59.4751 images/s [03/14 08:06:27] ppdet.engine INFO: Epoch: [290] [300/610] learning_rate: 0.000596 loss_vfl: 0.879567 loss_bbox: 0.404250 loss_dfl: 0.399748 loss: 1.668924 eta: 1:19:40 batch_cost: 0.7983 data_cost: 0.0003 ips: 60.1254 images/s [03/14 08:06:46] ppdet.engine INFO: Epoch: [290] [320/610] learning_rate: 0.000592 loss_vfl: 0.822236 loss_bbox: 0.371767 loss_dfl: 0.372316 loss: 1.587871 eta: 1:19:23 batch_cost: 0.8189 data_cost: 0.0003 ips: 58.6160 images/s [03/14 08:07:04] ppdet.engine INFO: Epoch: [290] [340/610] learning_rate: 0.000588 loss_vfl: 0.880531 loss_bbox: 0.401192 loss_dfl: 0.399057 loss: 1.691840 eta: 1:19:07 batch_cost: 0.8403 data_cost: 0.0003 ips: 57.1228 images/s [03/14 08:07:23] ppdet.engine INFO: Epoch: [290] [360/610] learning_rate: 0.000584 loss_vfl: 0.879125 loss_bbox: 0.387746 loss_dfl: 0.388473 loss: 1.650797 eta: 1:18:50 batch_cost: 0.8104 data_cost: 0.0008 ips: 59.2279 images/s [03/14 08:07:41] ppdet.engine INFO: Epoch: [290] [380/610] learning_rate: 0.000580 loss_vfl: 0.803549 loss_bbox: 0.363971 loss_dfl: 0.374195 loss: 1.574117 eta: 1:18:34 batch_cost: 0.8313 data_cost: 0.0015 ips: 57.7438 images/s [03/14 08:08:00] ppdet.engine INFO: Epoch: [290] [400/610] learning_rate: 0.000576 loss_vfl: 0.840859 loss_bbox: 0.363908 loss_dfl: 0.377236 loss: 1.586284 eta: 1:18:17 batch_cost: 0.8454 data_cost: 0.0003 ips: 56.7801 images/s [03/14 08:08:18] ppdet.engine INFO: Epoch: [290] [420/610] learning_rate: 0.000572 loss_vfl: 0.849190 loss_bbox: 0.376387 loss_dfl: 0.372497 loss: 1.586941 eta: 1:18:01 batch_cost: 0.7858 data_cost: 0.0003 ips: 61.0807 images/s [03/14 08:08:36] ppdet.engine INFO: Epoch: [290] [440/610] learning_rate: 0.000568 loss_vfl: 0.947860 loss_bbox: 0.389266 loss_dfl: 0.403382 loss: 1.734617 eta: 1:17:44 batch_cost: 0.7920 data_cost: 0.0009 ips: 60.6028 images/s [03/14 08:08:54] ppdet.engine INFO: Epoch: [290] [460/610] learning_rate: 0.000564 loss_vfl: 0.859131 loss_bbox: 0.392592 loss_dfl: 0.389893 loss: 1.638145 eta: 1:17:28 batch_cost: 0.8007 data_cost: 0.0003 ips: 59.9504 images/s [03/14 08:09:13] ppdet.engine INFO: Epoch: [290] [480/610] learning_rate: 0.000560 loss_vfl: 0.862533 loss_bbox: 0.404618 loss_dfl: 0.398324 loss: 1.662248 eta: 1:17:11 batch_cost: 0.8430 data_cost: 0.0003 ips: 56.9392 images/s [03/14 08:09:31] ppdet.engine INFO: Epoch: [290] [500/610] learning_rate: 0.000556 loss_vfl: 0.845305 loss_bbox: 0.377985 loss_dfl: 0.390608 loss: 1.620274 eta: 1:16:55 batch_cost: 0.8080 data_cost: 0.0003 ips: 59.4077 images/s [03/14 08:09:49] ppdet.engine INFO: Epoch: [290] [520/610] learning_rate: 0.000552 loss_vfl: 0.917786 loss_bbox: 0.404173 loss_dfl: 0.410625 loss: 1.725294 eta: 1:16:38 batch_cost: 0.7917 data_cost: 0.0003 ips: 60.6273 images/s [03/14 08:10:07] ppdet.engine INFO: Epoch: [290] [540/610] learning_rate: 0.000548 loss_vfl: 0.922081 loss_bbox: 0.423046 loss_dfl: 0.417479 loss: 1.755354 eta: 1:16:22 batch_cost: 0.8174 data_cost: 0.0003 ips: 58.7205 images/s [03/14 08:10:25] ppdet.engine INFO: Epoch: [290] [560/610] learning_rate: 0.000544 loss_vfl: 0.867553 loss_bbox: 0.389926 loss_dfl: 0.389613 loss: 1.632986 eta: 1:16:05 batch_cost: 0.7941 data_cost: 0.0003 ips: 60.4456 images/s [03/14 08:10:43] ppdet.engine INFO: Epoch: [290] [580/610] learning_rate: 0.000540 loss_vfl: 0.852688 loss_bbox: 0.385197 loss_dfl: 0.379012 loss: 1.625406 eta: 1:15:49 batch_cost: 0.8375 data_cost: 0.0003 ips: 57.3144 images/s [03/14 08:11:01] ppdet.engine INFO: Epoch: [290] [600/610] learning_rate: 0.000536 loss_vfl: 0.912926 loss_bbox: 0.417196 loss_dfl: 0.412822 loss: 1.732383 eta: 1:15:32 batch_cost: 0.7612 data_cost: 0.0004 ips: 63.0606 images/s [03/14 08:11:14] ppdet.engine INFO: Epoch: [291] [ 0/610] learning_rate: 0.000534 loss_vfl: 0.907450 loss_bbox: 0.409095 loss_dfl: 0.410624 loss: 1.713204 eta: 1:15:24 batch_cost: 0.9231 data_cost: 0.2312 ips: 51.9974 images/s [03/14 08:11:35] ppdet.engine INFO: Epoch: [291] [ 20/610] learning_rate: 0.000530 loss_vfl: 0.871956 loss_bbox: 0.401564 loss_dfl: 0.395221 loss: 1.645733 eta: 1:15:08 batch_cost: 0.8732 data_cost: 0.0003 ips: 54.9716 images/s [03/14 08:11:54] ppdet.engine INFO: Epoch: [291] [ 40/610] learning_rate: 0.000527 loss_vfl: 0.856682 loss_bbox: 0.377178 loss_dfl: 0.384060 loss: 1.610595 eta: 1:14:51 batch_cost: 0.8743 data_cost: 0.0003 ips: 54.9038 images/s [03/14 08:12:12] ppdet.engine INFO: Epoch: [291] [ 60/610] learning_rate: 0.000523 loss_vfl: 0.879104 loss_bbox: 0.386077 loss_dfl: 0.391722 loss: 1.689624 eta: 1:14:35 batch_cost: 0.8218 data_cost: 0.0003 ips: 58.4059 images/s [03/14 08:12:30] ppdet.engine INFO: Epoch: [291] [ 80/610] learning_rate: 0.000519 loss_vfl: 0.807316 loss_bbox: 0.368323 loss_dfl: 0.365938 loss: 1.533708 eta: 1:14:18 batch_cost: 0.7963 data_cost: 0.0009 ips: 60.2799 images/s [03/14 08:12:49] ppdet.engine INFO: Epoch: [291] [100/610] learning_rate: 0.000515 loss_vfl: 0.836350 loss_bbox: 0.378191 loss_dfl: 0.381716 loss: 1.585628 eta: 1:14:02 batch_cost: 0.8180 data_cost: 0.0003 ips: 58.6781 images/s [03/14 08:13:07] ppdet.engine INFO: Epoch: [291] [120/610] learning_rate: 0.000511 loss_vfl: 0.895780 loss_bbox: 0.401194 loss_dfl: 0.397348 loss: 1.700830 eta: 1:13:45 batch_cost: 0.8071 data_cost: 0.0003 ips: 59.4689 images/s [03/14 08:13:25] ppdet.engine INFO: Epoch: [291] [140/610] learning_rate: 0.000507 loss_vfl: 0.919813 loss_bbox: 0.417550 loss_dfl: 0.404729 loss: 1.761762 eta: 1:13:29 batch_cost: 0.7802 data_cost: 0.0009 ips: 61.5232 images/s [03/14 08:13:43] ppdet.engine INFO: Epoch: [291] [160/610] learning_rate: 0.000504 loss_vfl: 0.917542 loss_bbox: 0.419612 loss_dfl: 0.427565 loss: 1.777202 eta: 1:13:12 batch_cost: 0.8015 data_cost: 0.0003 ips: 59.8852 images/s [03/14 08:14:01] ppdet.engine INFO: Epoch: [291] [180/610] learning_rate: 0.000500 loss_vfl: 0.863366 loss_bbox: 0.383777 loss_dfl: 0.387738 loss: 1.626212 eta: 1:12:56 batch_cost: 0.8341 data_cost: 0.0003 ips: 57.5474 images/s [03/14 08:14:19] ppdet.engine INFO: Epoch: [291] [200/610] learning_rate: 0.000496 loss_vfl: 0.910868 loss_bbox: 0.415762 loss_dfl: 0.417880 loss: 1.725699 eta: 1:12:39 batch_cost: 0.8098 data_cost: 0.0003 ips: 59.2770 images/s [03/14 08:14:38] ppdet.engine INFO: Epoch: [291] [220/610] learning_rate: 0.000492 loss_vfl: 0.886729 loss_bbox: 0.410309 loss_dfl: 0.404413 loss: 1.708474 eta: 1:12:23 batch_cost: 0.8453 data_cost: 0.0003 ips: 56.7817 images/s [03/14 08:14:56] ppdet.engine INFO: Epoch: [291] [240/610] learning_rate: 0.000489 loss_vfl: 0.875998 loss_bbox: 0.367967 loss_dfl: 0.386373 loss: 1.617959 eta: 1:12:06 batch_cost: 0.8353 data_cost: 0.0003 ips: 57.4614 images/s [03/14 08:15:15] ppdet.engine INFO: Epoch: [291] [260/610] learning_rate: 0.000485 loss_vfl: 0.862871 loss_bbox: 0.383116 loss_dfl: 0.384797 loss: 1.649149 eta: 1:11:50 batch_cost: 0.8204 data_cost: 0.0012 ips: 58.5063 images/s [03/14 08:15:34] ppdet.engine INFO: Epoch: [291] [280/610] learning_rate: 0.000481 loss_vfl: 0.842917 loss_bbox: 0.390016 loss_dfl: 0.390160 loss: 1.651523 eta: 1:11:33 batch_cost: 0.8419 data_cost: 0.0003 ips: 57.0158 images/s [03/14 08:15:52] ppdet.engine INFO: Epoch: [291] [300/610] learning_rate: 0.000478 loss_vfl: 0.850703 loss_bbox: 0.404993 loss_dfl: 0.394445 loss: 1.662276 eta: 1:11:17 batch_cost: 0.7965 data_cost: 0.0003 ips: 60.2648 images/s [03/14 08:16:09] ppdet.engine INFO: Epoch: [291] [320/610] learning_rate: 0.000474 loss_vfl: 0.839975 loss_bbox: 0.390808 loss_dfl: 0.370263 loss: 1.585602 eta: 1:11:00 batch_cost: 0.7764 data_cost: 0.0003 ips: 61.8259 images/s [03/14 08:16:28] ppdet.engine INFO: Epoch: [291] [340/610] learning_rate: 0.000470 loss_vfl: 0.860323 loss_bbox: 0.385265 loss_dfl: 0.385993 loss: 1.619487 eta: 1:10:44 batch_cost: 0.8084 data_cost: 0.0003 ips: 59.3733 images/s [03/14 08:16:46] ppdet.engine INFO: Epoch: [291] [360/610] learning_rate: 0.000467 loss_vfl: 0.891883 loss_bbox: 0.397886 loss_dfl: 0.391626 loss: 1.677561 eta: 1:10:27 batch_cost: 0.8028 data_cost: 0.0008 ips: 59.7879 images/s [03/14 08:17:04] ppdet.engine INFO: Epoch: [291] [380/610] learning_rate: 0.000463 loss_vfl: 0.844944 loss_bbox: 0.360969 loss_dfl: 0.371027 loss: 1.569275 eta: 1:10:11 batch_cost: 0.8066 data_cost: 0.0003 ips: 59.5096 images/s [03/14 08:17:22] ppdet.engine INFO: Epoch: [291] [400/610] learning_rate: 0.000459 loss_vfl: 0.863570 loss_bbox: 0.412279 loss_dfl: 0.405754 loss: 1.669716 eta: 1:09:54 batch_cost: 0.8322 data_cost: 0.0003 ips: 57.6770 images/s [03/14 08:17:41] ppdet.engine INFO: Epoch: [291] [420/610] learning_rate: 0.000456 loss_vfl: 0.846842 loss_bbox: 0.396602 loss_dfl: 0.396552 loss: 1.633353 eta: 1:09:38 batch_cost: 0.7956 data_cost: 0.0003 ips: 60.3297 images/s [03/14 08:17:59] ppdet.engine INFO: Epoch: [291] [440/610] learning_rate: 0.000452 loss_vfl: 0.903039 loss_bbox: 0.427990 loss_dfl: 0.404181 loss: 1.739884 eta: 1:09:21 batch_cost: 0.8277 data_cost: 0.0003 ips: 57.9904 images/s [03/14 08:18:17] ppdet.engine INFO: Epoch: [291] [460/610] learning_rate: 0.000449 loss_vfl: 0.902018 loss_bbox: 0.399544 loss_dfl: 0.402714 loss: 1.708525 eta: 1:09:05 batch_cost: 0.8276 data_cost: 0.0003 ips: 57.9978 images/s [03/14 08:18:35] ppdet.engine INFO: Epoch: [291] [480/610] learning_rate: 0.000445 loss_vfl: 0.881181 loss_bbox: 0.397791 loss_dfl: 0.393019 loss: 1.667740 eta: 1:08:48 batch_cost: 0.7868 data_cost: 0.0003 ips: 61.0069 images/s [03/14 08:18:54] ppdet.engine INFO: Epoch: [291] [500/610] learning_rate: 0.000441 loss_vfl: 0.868833 loss_bbox: 0.395344 loss_dfl: 0.392947 loss: 1.659314 eta: 1:08:32 batch_cost: 0.7934 data_cost: 0.0003 ips: 60.4990 images/s [03/14 08:19:12] ppdet.engine INFO: Epoch: [291] [520/610] learning_rate: 0.000438 loss_vfl: 0.821621 loss_bbox: 0.387765 loss_dfl: 0.381599 loss: 1.583760 eta: 1:08:15 batch_cost: 0.8125 data_cost: 0.0003 ips: 59.0755 images/s [03/14 08:19:30] ppdet.engine INFO: Epoch: [291] [540/610] learning_rate: 0.000434 loss_vfl: 0.855597 loss_bbox: 0.398749 loss_dfl: 0.387564 loss: 1.645250 eta: 1:07:59 batch_cost: 0.7868 data_cost: 0.0003 ips: 61.0050 images/s [03/14 08:19:49] ppdet.engine INFO: Epoch: [291] [560/610] learning_rate: 0.000431 loss_vfl: 0.904470 loss_bbox: 0.390344 loss_dfl: 0.400457 loss: 1.690161 eta: 1:07:42 batch_cost: 0.8222 data_cost: 0.0003 ips: 58.3788 images/s [03/14 08:20:07] ppdet.engine INFO: Epoch: [291] [580/610] learning_rate: 0.000427 loss_vfl: 0.873671 loss_bbox: 0.397612 loss_dfl: 0.387832 loss: 1.656877 eta: 1:07:26 batch_cost: 0.7831 data_cost: 0.0003 ips: 61.2944 images/s [03/14 08:20:25] ppdet.engine INFO: Epoch: [291] [600/610] learning_rate: 0.000424 loss_vfl: 0.827717 loss_bbox: 0.373566 loss_dfl: 0.375319 loss: 1.577362 eta: 1:07:09 batch_cost: 0.8284 data_cost: 0.0003 ips: 57.9402 images/s [03/14 08:20:39] ppdet.engine INFO: Epoch: [292] [ 0/610] learning_rate: 0.000422 loss_vfl: 0.914110 loss_bbox: 0.407857 loss_dfl: 0.408153 loss: 1.731170 eta: 1:07:01 batch_cost: 1.0098 data_cost: 0.2551 ips: 47.5351 images/s [03/14 08:21:00] ppdet.engine INFO: Epoch: [292] [ 20/610] learning_rate: 0.000419 loss_vfl: 0.828675 loss_bbox: 0.369086 loss_dfl: 0.385002 loss: 1.578189 eta: 1:06:45 batch_cost: 0.8816 data_cost: 0.0073 ips: 54.4440 images/s [03/14 08:21:19] ppdet.engine INFO: Epoch: [292] [ 40/610] learning_rate: 0.000415 loss_vfl: 0.910756 loss_bbox: 0.418883 loss_dfl: 0.424885 loss: 1.738103 eta: 1:06:28 batch_cost: 0.8746 data_cost: 0.0003 ips: 54.8827 images/s [03/14 08:21:37] ppdet.engine INFO: Epoch: [292] [ 60/610] learning_rate: 0.000412 loss_vfl: 0.817035 loss_bbox: 0.375522 loss_dfl: 0.382494 loss: 1.559892 eta: 1:06:12 batch_cost: 0.8031 data_cost: 0.0003 ips: 59.7674 images/s [03/14 08:21:55] ppdet.engine INFO: Epoch: [292] [ 80/610] learning_rate: 0.000409 loss_vfl: 0.905390 loss_bbox: 0.423762 loss_dfl: 0.408793 loss: 1.751323 eta: 1:05:55 batch_cost: 0.8100 data_cost: 0.0003 ips: 59.2570 images/s [03/14 08:22:13] ppdet.engine INFO: Epoch: [292] [100/610] learning_rate: 0.000405 loss_vfl: 0.874757 loss_bbox: 0.418355 loss_dfl: 0.411019 loss: 1.724829 eta: 1:05:39 batch_cost: 0.8191 data_cost: 0.0003 ips: 58.6031 images/s [03/14 08:22:31] ppdet.engine INFO: Epoch: [292] [120/610] learning_rate: 0.000402 loss_vfl: 0.828816 loss_bbox: 0.372330 loss_dfl: 0.376537 loss: 1.573169 eta: 1:05:22 batch_cost: 0.7925 data_cost: 0.0008 ips: 60.5716 images/s [03/14 08:22:49] ppdet.engine INFO: Epoch: [292] [140/610] learning_rate: 0.000398 loss_vfl: 0.858194 loss_bbox: 0.391085 loss_dfl: 0.384504 loss: 1.642596 eta: 1:05:06 batch_cost: 0.8116 data_cost: 0.0009 ips: 59.1445 images/s [03/14 08:23:07] ppdet.engine INFO: Epoch: [292] [160/610] learning_rate: 0.000395 loss_vfl: 0.820264 loss_bbox: 0.387440 loss_dfl: 0.379323 loss: 1.585988 eta: 1:04:49 batch_cost: 0.8081 data_cost: 0.0003 ips: 59.3995 images/s [03/14 08:23:26] ppdet.engine INFO: Epoch: [292] [180/610] learning_rate: 0.000392 loss_vfl: 0.947509 loss_bbox: 0.422451 loss_dfl: 0.409381 loss: 1.773144 eta: 1:04:33 batch_cost: 0.8228 data_cost: 0.0009 ips: 58.3372 images/s [03/14 08:23:45] ppdet.engine INFO: Epoch: [292] [200/610] learning_rate: 0.000388 loss_vfl: 0.927803 loss_bbox: 0.414593 loss_dfl: 0.418279 loss: 1.772761 eta: 1:04:17 batch_cost: 0.8440 data_cost: 0.0003 ips: 56.8693 images/s [03/14 08:24:03] ppdet.engine INFO: Epoch: [292] [220/610] learning_rate: 0.000385 loss_vfl: 0.898811 loss_bbox: 0.417777 loss_dfl: 0.407315 loss: 1.721967 eta: 1:04:00 batch_cost: 0.8267 data_cost: 0.0009 ips: 58.0635 images/s [03/14 08:24:22] ppdet.engine INFO: Epoch: [292] [240/610] learning_rate: 0.000382 loss_vfl: 0.894559 loss_bbox: 0.409467 loss_dfl: 0.403058 loss: 1.684904 eta: 1:03:44 batch_cost: 0.8449 data_cost: 0.0003 ips: 56.8102 images/s [03/14 08:24:40] ppdet.engine INFO: Epoch: [292] [260/610] learning_rate: 0.000378 loss_vfl: 0.861307 loss_bbox: 0.381306 loss_dfl: 0.392268 loss: 1.641474 eta: 1:03:27 batch_cost: 0.8250 data_cost: 0.0004 ips: 58.1797 images/s [03/14 08:24:59] ppdet.engine INFO: Epoch: [292] [280/610] learning_rate: 0.000375 loss_vfl: 0.946317 loss_bbox: 0.412365 loss_dfl: 0.413495 loss: 1.770254 eta: 1:03:11 batch_cost: 0.8287 data_cost: 0.0016 ips: 57.9232 images/s [03/14 08:25:17] ppdet.engine INFO: Epoch: [292] [300/610] learning_rate: 0.000372 loss_vfl: 0.891261 loss_bbox: 0.383747 loss_dfl: 0.403939 loss: 1.677198 eta: 1:02:54 batch_cost: 0.7988 data_cost: 0.0003 ips: 60.0883 images/s [03/14 08:25:36] ppdet.engine INFO: Epoch: [292] [320/610] learning_rate: 0.000369 loss_vfl: 0.823175 loss_bbox: 0.362427 loss_dfl: 0.372605 loss: 1.563851 eta: 1:02:38 batch_cost: 0.8597 data_cost: 0.0004 ips: 55.8348 images/s [03/14 08:25:54] ppdet.engine INFO: Epoch: [292] [340/610] learning_rate: 0.000365 loss_vfl: 0.887668 loss_bbox: 0.400996 loss_dfl: 0.404918 loss: 1.698353 eta: 1:02:21 batch_cost: 0.8092 data_cost: 0.0003 ips: 59.3166 images/s [03/14 08:26:11] ppdet.engine INFO: Epoch: [292] [360/610] learning_rate: 0.000362 loss_vfl: 0.862293 loss_bbox: 0.381832 loss_dfl: 0.402951 loss: 1.671347 eta: 1:02:05 batch_cost: 0.7753 data_cost: 0.0005 ips: 61.9150 images/s [03/14 08:26:30] ppdet.engine INFO: Epoch: [292] [380/610] learning_rate: 0.000359 loss_vfl: 0.885868 loss_bbox: 0.400059 loss_dfl: 0.395064 loss: 1.693865 eta: 1:01:48 batch_cost: 0.8498 data_cost: 0.0003 ips: 56.4872 images/s [03/14 08:26:48] ppdet.engine INFO: Epoch: [292] [400/610] learning_rate: 0.000356 loss_vfl: 0.846207 loss_bbox: 0.373309 loss_dfl: 0.372355 loss: 1.583991 eta: 1:01:32 batch_cost: 0.8422 data_cost: 0.0003 ips: 56.9909 images/s [03/14 08:27:06] ppdet.engine INFO: Epoch: [292] [420/610] learning_rate: 0.000353 loss_vfl: 0.945033 loss_bbox: 0.432293 loss_dfl: 0.421576 loss: 1.782723 eta: 1:01:15 batch_cost: 0.8019 data_cost: 0.0003 ips: 59.8616 images/s [03/14 08:27:25] ppdet.engine INFO: Epoch: [292] [440/610] learning_rate: 0.000350 loss_vfl: 0.864318 loss_bbox: 0.397647 loss_dfl: 0.378793 loss: 1.666255 eta: 1:00:59 batch_cost: 0.8332 data_cost: 0.0004 ips: 57.6060 images/s [03/14 08:27:43] ppdet.engine INFO: Epoch: [292] [460/610] learning_rate: 0.000346 loss_vfl: 0.866983 loss_bbox: 0.383020 loss_dfl: 0.388121 loss: 1.654235 eta: 1:00:42 batch_cost: 0.8191 data_cost: 0.0010 ips: 58.6038 images/s [03/14 08:28:02] ppdet.engine INFO: Epoch: [292] [480/610] learning_rate: 0.000343 loss_vfl: 0.859185 loss_bbox: 0.394147 loss_dfl: 0.387799 loss: 1.658248 eta: 1:00:26 batch_cost: 0.8215 data_cost: 0.0003 ips: 58.4305 images/s [03/14 08:28:20] ppdet.engine INFO: Epoch: [292] [500/610] learning_rate: 0.000340 loss_vfl: 0.920682 loss_bbox: 0.408788 loss_dfl: 0.409479 loss: 1.729406 eta: 1:00:09 batch_cost: 0.8041 data_cost: 0.0003 ips: 59.6959 images/s [03/14 08:28:38] ppdet.engine INFO: Epoch: [292] [520/610] learning_rate: 0.000337 loss_vfl: 0.943188 loss_bbox: 0.431143 loss_dfl: 0.418820 loss: 1.794106 eta: 0:59:53 batch_cost: 0.7692 data_cost: 0.0037 ips: 62.4059 images/s [03/14 08:28:56] ppdet.engine INFO: Epoch: [292] [540/610] learning_rate: 0.000334 loss_vfl: 0.908556 loss_bbox: 0.405638 loss_dfl: 0.409959 loss: 1.712316 eta: 0:59:36 batch_cost: 0.8371 data_cost: 0.0009 ips: 57.3381 images/s [03/14 08:29:14] ppdet.engine INFO: Epoch: [292] [560/610] learning_rate: 0.000331 loss_vfl: 0.847947 loss_bbox: 0.370506 loss_dfl: 0.376153 loss: 1.603398 eta: 0:59:20 batch_cost: 0.8071 data_cost: 0.0003 ips: 59.4701 images/s [03/14 08:29:32] ppdet.engine INFO: Epoch: [292] [580/610] learning_rate: 0.000328 loss_vfl: 0.834371 loss_bbox: 0.405778 loss_dfl: 0.389981 loss: 1.633911 eta: 0:59:03 batch_cost: 0.7972 data_cost: 0.0003 ips: 60.2132 images/s [03/14 08:29:50] ppdet.engine INFO: Epoch: [292] [600/610] learning_rate: 0.000325 loss_vfl: 0.939622 loss_bbox: 0.429186 loss_dfl: 0.420567 loss: 1.798012 eta: 0:58:47 batch_cost: 0.7869 data_cost: 0.0005 ips: 60.9965 images/s [03/14 08:30:04] ppdet.engine INFO: Epoch: [293] [ 0/610] learning_rate: 0.000323 loss_vfl: 0.920143 loss_bbox: 0.392453 loss_dfl: 0.406022 loss: 1.731855 eta: 0:58:39 batch_cost: 0.9933 data_cost: 0.2329 ips: 48.3232 images/s [03/14 08:30:25] ppdet.engine INFO: Epoch: [293] [ 20/610] learning_rate: 0.000320 loss_vfl: 0.870610 loss_bbox: 0.416485 loss_dfl: 0.396739 loss: 1.694953 eta: 0:58:22 batch_cost: 0.9203 data_cost: 0.0003 ips: 52.1541 images/s [03/14 08:30:43] ppdet.engine INFO: Epoch: [293] [ 40/610] learning_rate: 0.000317 loss_vfl: 0.831608 loss_bbox: 0.367521 loss_dfl: 0.375636 loss: 1.567883 eta: 0:58:06 batch_cost: 0.8376 data_cost: 0.0003 ips: 57.3056 images/s [03/14 08:31:02] ppdet.engine INFO: Epoch: [293] [ 60/610] learning_rate: 0.000314 loss_vfl: 0.828049 loss_bbox: 0.383883 loss_dfl: 0.379743 loss: 1.605271 eta: 0:57:49 batch_cost: 0.8207 data_cost: 0.0003 ips: 58.4873 images/s [03/14 08:31:20] ppdet.engine INFO: Epoch: [293] [ 80/610] learning_rate: 0.000311 loss_vfl: 0.829950 loss_bbox: 0.396801 loss_dfl: 0.391024 loss: 1.621586 eta: 0:57:33 batch_cost: 0.8347 data_cost: 0.0003 ips: 57.5055 images/s [03/14 08:31:38] ppdet.engine INFO: Epoch: [293] [100/610] learning_rate: 0.000308 loss_vfl: 0.876317 loss_bbox: 0.391292 loss_dfl: 0.401606 loss: 1.639240 eta: 0:57:16 batch_cost: 0.7981 data_cost: 0.0003 ips: 60.1424 images/s [03/14 08:31:56] ppdet.engine INFO: Epoch: [293] [120/610] learning_rate: 0.000305 loss_vfl: 0.873675 loss_bbox: 0.388595 loss_dfl: 0.396913 loss: 1.659844 eta: 0:57:00 batch_cost: 0.7690 data_cost: 0.0003 ips: 62.4226 images/s [03/14 08:32:14] ppdet.engine INFO: Epoch: [293] [140/610] learning_rate: 0.000302 loss_vfl: 0.905328 loss_bbox: 0.411830 loss_dfl: 0.411159 loss: 1.742682 eta: 0:56:43 batch_cost: 0.8367 data_cost: 0.0003 ips: 57.3716 images/s [03/14 08:32:31] ppdet.engine INFO: Epoch: [293] [160/610] learning_rate: 0.000300 loss_vfl: 0.904950 loss_bbox: 0.416663 loss_dfl: 0.414069 loss: 1.756303 eta: 0:56:27 batch_cost: 0.7705 data_cost: 0.0003 ips: 62.2980 images/s [03/14 08:32:50] ppdet.engine INFO: Epoch: [293] [180/610] learning_rate: 0.000297 loss_vfl: 0.855397 loss_bbox: 0.393696 loss_dfl: 0.385479 loss: 1.667394 eta: 0:56:10 batch_cost: 0.8148 data_cost: 0.0003 ips: 58.9122 images/s [03/14 08:33:09] ppdet.engine INFO: Epoch: [293] [200/610] learning_rate: 0.000294 loss_vfl: 0.876062 loss_bbox: 0.404845 loss_dfl: 0.400339 loss: 1.656306 eta: 0:55:54 batch_cost: 0.8670 data_cost: 0.0003 ips: 55.3645 images/s [03/14 08:33:28] ppdet.engine INFO: Epoch: [293] [220/610] learning_rate: 0.000291 loss_vfl: 0.819158 loss_bbox: 0.360479 loss_dfl: 0.359017 loss: 1.526763 eta: 0:55:37 batch_cost: 0.8405 data_cost: 0.0003 ips: 57.1073 images/s [03/14 08:33:45] ppdet.engine INFO: Epoch: [293] [240/610] learning_rate: 0.000288 loss_vfl: 0.906427 loss_bbox: 0.425927 loss_dfl: 0.406846 loss: 1.725260 eta: 0:55:21 batch_cost: 0.7657 data_cost: 0.0003 ips: 62.6888 images/s [03/14 08:34:04] ppdet.engine INFO: Epoch: [293] [260/610] learning_rate: 0.000285 loss_vfl: 0.849943 loss_bbox: 0.391024 loss_dfl: 0.378836 loss: 1.583595 eta: 0:55:04 batch_cost: 0.8290 data_cost: 0.0003 ips: 57.8979 images/s [03/14 08:34:22] ppdet.engine INFO: Epoch: [293] [280/610] learning_rate: 0.000282 loss_vfl: 0.839240 loss_bbox: 0.372549 loss_dfl: 0.372082 loss: 1.595019 eta: 0:54:48 batch_cost: 0.8019 data_cost: 0.0015 ips: 59.8551 images/s [03/14 08:34:40] ppdet.engine INFO: Epoch: [293] [300/610] learning_rate: 0.000280 loss_vfl: 0.862329 loss_bbox: 0.377019 loss_dfl: 0.374057 loss: 1.594492 eta: 0:54:31 batch_cost: 0.8024 data_cost: 0.0003 ips: 59.8207 images/s [03/14 08:34:58] ppdet.engine INFO: Epoch: [293] [320/610] learning_rate: 0.000277 loss_vfl: 0.824652 loss_bbox: 0.373927 loss_dfl: 0.376985 loss: 1.581636 eta: 0:54:15 batch_cost: 0.7919 data_cost: 0.0008 ips: 60.6110 images/s [03/14 08:35:15] ppdet.engine INFO: Epoch: [293] [340/610] learning_rate: 0.000274 loss_vfl: 0.861457 loss_bbox: 0.407632 loss_dfl: 0.389231 loss: 1.648204 eta: 0:53:58 batch_cost: 0.7913 data_cost: 0.0003 ips: 60.6610 images/s [03/14 08:35:34] ppdet.engine INFO: Epoch: [293] [360/610] learning_rate: 0.000271 loss_vfl: 0.909983 loss_bbox: 0.401378 loss_dfl: 0.401543 loss: 1.711066 eta: 0:53:42 batch_cost: 0.8303 data_cost: 0.0003 ips: 57.8092 images/s [03/14 08:35:52] ppdet.engine INFO: Epoch: [293] [380/610] learning_rate: 0.000268 loss_vfl: 0.859547 loss_bbox: 0.389255 loss_dfl: 0.379034 loss: 1.625637 eta: 0:53:25 batch_cost: 0.8057 data_cost: 0.0003 ips: 59.5780 images/s [03/14 08:36:10] ppdet.engine INFO: Epoch: [293] [400/610] learning_rate: 0.000266 loss_vfl: 0.919454 loss_bbox: 0.408819 loss_dfl: 0.414461 loss: 1.732734 eta: 0:53:09 batch_cost: 0.8368 data_cost: 0.0009 ips: 57.3606 images/s [03/14 08:36:30] ppdet.engine INFO: Epoch: [293] [420/610] learning_rate: 0.000263 loss_vfl: 0.865885 loss_bbox: 0.383727 loss_dfl: 0.385689 loss: 1.632410 eta: 0:52:52 batch_cost: 0.8796 data_cost: 0.0003 ips: 54.5685 images/s [03/14 08:36:48] ppdet.engine INFO: Epoch: [293] [440/610] learning_rate: 0.000260 loss_vfl: 0.891195 loss_bbox: 0.396831 loss_dfl: 0.400017 loss: 1.679539 eta: 0:52:36 batch_cost: 0.7656 data_cost: 0.0003 ips: 62.6933 images/s [03/14 08:37:05] ppdet.engine INFO: Epoch: [293] [460/610] learning_rate: 0.000257 loss_vfl: 0.912202 loss_bbox: 0.407005 loss_dfl: 0.407105 loss: 1.721952 eta: 0:52:19 batch_cost: 0.8046 data_cost: 0.0029 ips: 59.6563 images/s [03/14 08:37:24] ppdet.engine INFO: Epoch: [293] [480/610] learning_rate: 0.000255 loss_vfl: 0.862586 loss_bbox: 0.379009 loss_dfl: 0.385045 loss: 1.615618 eta: 0:52:03 batch_cost: 0.8376 data_cost: 0.0010 ips: 57.3038 images/s [03/14 08:37:43] ppdet.engine INFO: Epoch: [293] [500/610] learning_rate: 0.000252 loss_vfl: 0.922499 loss_bbox: 0.444562 loss_dfl: 0.413453 loss: 1.761284 eta: 0:51:47 batch_cost: 0.8419 data_cost: 0.0003 ips: 57.0117 images/s [03/14 08:38:01] ppdet.engine INFO: Epoch: [293] [520/610] learning_rate: 0.000249 loss_vfl: 0.811960 loss_bbox: 0.348682 loss_dfl: 0.361685 loss: 1.555252 eta: 0:51:30 batch_cost: 0.7942 data_cost: 0.0003 ips: 60.4367 images/s [03/14 08:38:19] ppdet.engine INFO: Epoch: [293] [540/610] learning_rate: 0.000247 loss_vfl: 0.841588 loss_bbox: 0.377426 loss_dfl: 0.381273 loss: 1.621912 eta: 0:51:14 batch_cost: 0.8015 data_cost: 0.0003 ips: 59.8885 images/s [03/14 08:38:37] ppdet.engine INFO: Epoch: [293] [560/610] learning_rate: 0.000244 loss_vfl: 0.789294 loss_bbox: 0.362841 loss_dfl: 0.357480 loss: 1.490251 eta: 0:50:57 batch_cost: 0.7963 data_cost: 0.0003 ips: 60.2821 images/s [03/14 08:38:55] ppdet.engine INFO: Epoch: [293] [580/610] learning_rate: 0.000241 loss_vfl: 0.870006 loss_bbox: 0.401488 loss_dfl: 0.398348 loss: 1.658508 eta: 0:50:41 batch_cost: 0.7837 data_cost: 0.0004 ips: 61.2473 images/s [03/14 08:39:14] ppdet.engine INFO: Epoch: [293] [600/610] learning_rate: 0.000239 loss_vfl: 0.865227 loss_bbox: 0.399311 loss_dfl: 0.387895 loss: 1.627224 eta: 0:50:24 batch_cost: 0.7992 data_cost: 0.0012 ips: 60.0603 images/s [03/14 08:39:29] ppdet.engine INFO: Epoch: [294] [ 0/610] learning_rate: 0.000238 loss_vfl: 0.928621 loss_bbox: 0.422268 loss_dfl: 0.415245 loss: 1.769072 eta: 0:50:16 batch_cost: 1.0141 data_cost: 0.2269 ips: 47.3327 images/s [03/14 08:39:49] ppdet.engine INFO: Epoch: [294] [ 20/610] learning_rate: 0.000235 loss_vfl: 0.898923 loss_bbox: 0.414132 loss_dfl: 0.401850 loss: 1.717713 eta: 0:49:59 batch_cost: 0.8795 data_cost: 0.0003 ips: 54.5793 images/s [03/14 08:40:06] ppdet.engine INFO: Epoch: [294] [ 40/610] learning_rate: 0.000232 loss_vfl: 0.833770 loss_bbox: 0.358174 loss_dfl: 0.374870 loss: 1.572400 eta: 0:49:43 batch_cost: 0.7957 data_cost: 0.0003 ips: 60.3233 images/s [03/14 08:40:25] ppdet.engine INFO: Epoch: [294] [ 60/610] learning_rate: 0.000230 loss_vfl: 0.791923 loss_bbox: 0.362750 loss_dfl: 0.364183 loss: 1.516415 eta: 0:49:26 batch_cost: 0.8213 data_cost: 0.0003 ips: 58.4434 images/s [03/14 08:40:44] ppdet.engine INFO: Epoch: [294] [ 80/610] learning_rate: 0.000227 loss_vfl: 0.860902 loss_bbox: 0.391793 loss_dfl: 0.392210 loss: 1.657784 eta: 0:49:10 batch_cost: 0.8622 data_cost: 0.0003 ips: 55.6747 images/s [03/14 08:41:03] ppdet.engine INFO: Epoch: [294] [100/610] learning_rate: 0.000225 loss_vfl: 0.843749 loss_bbox: 0.395736 loss_dfl: 0.387418 loss: 1.627319 eta: 0:48:54 batch_cost: 0.8730 data_cost: 0.0003 ips: 54.9822 images/s [03/14 08:41:21] ppdet.engine INFO: Epoch: [294] [120/610] learning_rate: 0.000222 loss_vfl: 0.861814 loss_bbox: 0.387295 loss_dfl: 0.395544 loss: 1.618680 eta: 0:48:37 batch_cost: 0.8183 data_cost: 0.0003 ips: 58.6555 images/s [03/14 08:41:39] ppdet.engine INFO: Epoch: [294] [140/610] learning_rate: 0.000220 loss_vfl: 0.897244 loss_bbox: 0.404723 loss_dfl: 0.403432 loss: 1.726964 eta: 0:48:21 batch_cost: 0.7965 data_cost: 0.0018 ips: 60.2647 images/s [03/14 08:41:57] ppdet.engine INFO: Epoch: [294] [160/610] learning_rate: 0.000217 loss_vfl: 0.893681 loss_bbox: 0.389383 loss_dfl: 0.394007 loss: 1.693468 eta: 0:48:04 batch_cost: 0.8311 data_cost: 0.0016 ips: 57.7567 images/s [03/14 08:42:15] ppdet.engine INFO: Epoch: [294] [180/610] learning_rate: 0.000215 loss_vfl: 0.885608 loss_bbox: 0.401203 loss_dfl: 0.399264 loss: 1.678798 eta: 0:47:48 batch_cost: 0.7954 data_cost: 0.0016 ips: 60.3469 images/s [03/14 08:42:33] ppdet.engine INFO: Epoch: [294] [200/610] learning_rate: 0.000212 loss_vfl: 0.887816 loss_bbox: 0.401628 loss_dfl: 0.404467 loss: 1.681723 eta: 0:47:31 batch_cost: 0.8251 data_cost: 0.0012 ips: 58.1731 images/s [03/14 08:42:52] ppdet.engine INFO: Epoch: [294] [220/610] learning_rate: 0.000210 loss_vfl: 0.860512 loss_bbox: 0.383276 loss_dfl: 0.371306 loss: 1.604643 eta: 0:47:15 batch_cost: 0.8428 data_cost: 0.0012 ips: 56.9530 images/s [03/14 08:43:10] ppdet.engine INFO: Epoch: [294] [240/610] learning_rate: 0.000207 loss_vfl: 0.879598 loss_bbox: 0.388593 loss_dfl: 0.400983 loss: 1.693479 eta: 0:46:58 batch_cost: 0.7862 data_cost: 0.0004 ips: 61.0541 images/s [03/14 08:43:28] ppdet.engine INFO: Epoch: [294] [260/610] learning_rate: 0.000205 loss_vfl: 0.877644 loss_bbox: 0.413292 loss_dfl: 0.393973 loss: 1.686225 eta: 0:46:42 batch_cost: 0.8053 data_cost: 0.0003 ips: 59.6074 images/s [03/14 08:43:45] ppdet.engine INFO: Epoch: [294] [280/610] learning_rate: 0.000203 loss_vfl: 0.913759 loss_bbox: 0.421671 loss_dfl: 0.417359 loss: 1.780255 eta: 0:46:25 batch_cost: 0.7755 data_cost: 0.0010 ips: 61.8962 images/s [03/14 08:44:03] ppdet.engine INFO: Epoch: [294] [300/610] learning_rate: 0.000200 loss_vfl: 0.903778 loss_bbox: 0.398775 loss_dfl: 0.401592 loss: 1.718612 eta: 0:46:09 batch_cost: 0.8103 data_cost: 0.0003 ips: 59.2379 images/s [03/14 08:44:22] ppdet.engine INFO: Epoch: [294] [320/610] learning_rate: 0.000198 loss_vfl: 0.872750 loss_bbox: 0.403719 loss_dfl: 0.402598 loss: 1.682726 eta: 0:45:52 batch_cost: 0.8207 data_cost: 0.0003 ips: 58.4875 images/s [03/14 08:44:40] ppdet.engine INFO: Epoch: [294] [340/610] learning_rate: 0.000195 loss_vfl: 0.887829 loss_bbox: 0.396996 loss_dfl: 0.387475 loss: 1.658657 eta: 0:45:36 batch_cost: 0.8236 data_cost: 0.0016 ips: 58.2784 images/s [03/14 08:44:59] ppdet.engine INFO: Epoch: [294] [360/610] learning_rate: 0.000193 loss_vfl: 0.842866 loss_bbox: 0.384212 loss_dfl: 0.374705 loss: 1.591105 eta: 0:45:19 batch_cost: 0.8377 data_cost: 0.0005 ips: 57.3001 images/s [03/14 08:45:17] ppdet.engine INFO: Epoch: [294] [380/610] learning_rate: 0.000191 loss_vfl: 0.852794 loss_bbox: 0.387621 loss_dfl: 0.393254 loss: 1.622647 eta: 0:45:03 batch_cost: 0.8236 data_cost: 0.0003 ips: 58.2807 images/s [03/14 08:45:35] ppdet.engine INFO: Epoch: [294] [400/610] learning_rate: 0.000188 loss_vfl: 0.828092 loss_bbox: 0.369944 loss_dfl: 0.387531 loss: 1.577039 eta: 0:44:46 batch_cost: 0.8186 data_cost: 0.0003 ips: 58.6385 images/s [03/14 08:45:53] ppdet.engine INFO: Epoch: [294] [420/610] learning_rate: 0.000186 loss_vfl: 0.863677 loss_bbox: 0.392367 loss_dfl: 0.387847 loss: 1.632107 eta: 0:44:30 batch_cost: 0.7912 data_cost: 0.0003 ips: 60.6646 images/s [03/14 08:46:11] ppdet.engine INFO: Epoch: [294] [440/610] learning_rate: 0.000184 loss_vfl: 0.881411 loss_bbox: 0.405303 loss_dfl: 0.402899 loss: 1.679844 eta: 0:44:13 batch_cost: 0.8072 data_cost: 0.0003 ips: 59.4612 images/s [03/14 08:46:29] ppdet.engine INFO: Epoch: [294] [460/610] learning_rate: 0.000182 loss_vfl: 0.839968 loss_bbox: 0.381417 loss_dfl: 0.377863 loss: 1.587218 eta: 0:43:57 batch_cost: 0.7920 data_cost: 0.0003 ips: 60.6066 images/s [03/14 08:46:46] ppdet.engine INFO: Epoch: [294] [480/610] learning_rate: 0.000179 loss_vfl: 0.853678 loss_bbox: 0.395114 loss_dfl: 0.385022 loss: 1.621923 eta: 0:43:40 batch_cost: 0.7635 data_cost: 0.0003 ips: 62.8678 images/s [03/14 08:47:04] ppdet.engine INFO: Epoch: [294] [500/610] learning_rate: 0.000177 loss_vfl: 0.932417 loss_bbox: 0.417015 loss_dfl: 0.419204 loss: 1.761000 eta: 0:43:24 batch_cost: 0.7875 data_cost: 0.0009 ips: 60.9560 images/s [03/14 08:47:22] ppdet.engine INFO: Epoch: [294] [520/610] learning_rate: 0.000175 loss_vfl: 0.896887 loss_bbox: 0.390722 loss_dfl: 0.397784 loss: 1.674952 eta: 0:43:07 batch_cost: 0.8040 data_cost: 0.0003 ips: 59.7001 images/s [03/14 08:47:41] ppdet.engine INFO: Epoch: [294] [540/610] learning_rate: 0.000173 loss_vfl: 0.883067 loss_bbox: 0.396569 loss_dfl: 0.385322 loss: 1.659543 eta: 0:42:51 batch_cost: 0.8456 data_cost: 0.0011 ips: 56.7632 images/s [03/14 08:48:00] ppdet.engine INFO: Epoch: [294] [560/610] learning_rate: 0.000170 loss_vfl: 0.883675 loss_bbox: 0.399452 loss_dfl: 0.397998 loss: 1.680036 eta: 0:42:34 batch_cost: 0.8239 data_cost: 0.0011 ips: 58.2563 images/s [03/14 08:48:18] ppdet.engine INFO: Epoch: [294] [580/610] learning_rate: 0.000168 loss_vfl: 0.873307 loss_bbox: 0.397900 loss_dfl: 0.402488 loss: 1.689177 eta: 0:42:18 batch_cost: 0.8025 data_cost: 0.0003 ips: 59.8142 images/s [03/14 08:48:35] ppdet.engine INFO: Epoch: [294] [600/610] learning_rate: 0.000166 loss_vfl: 0.906932 loss_bbox: 0.392199 loss_dfl: 0.398795 loss: 1.701252 eta: 0:42:01 batch_cost: 0.7710 data_cost: 0.0003 ips: 62.2587 images/s [03/14 08:48:48] ppdet.engine INFO: Epoch: [295] [ 0/610] learning_rate: 0.000165 loss_vfl: 0.862935 loss_bbox: 0.386998 loss_dfl: 0.395243 loss: 1.655538 eta: 0:41:53 batch_cost: 0.8875 data_cost: 0.1574 ips: 54.0825 images/s [03/14 08:49:09] ppdet.engine INFO: Epoch: [295] [ 20/610] learning_rate: 0.000163 loss_vfl: 0.889296 loss_bbox: 0.380504 loss_dfl: 0.387959 loss: 1.632313 eta: 0:41:37 batch_cost: 0.9165 data_cost: 0.0003 ips: 52.3746 images/s [03/14 08:49:27] ppdet.engine INFO: Epoch: [295] [ 40/610] learning_rate: 0.000161 loss_vfl: 0.844387 loss_bbox: 0.380865 loss_dfl: 0.369388 loss: 1.601362 eta: 0:41:20 batch_cost: 0.8394 data_cost: 0.0003 ips: 57.1804 images/s [03/14 08:49:45] ppdet.engine INFO: Epoch: [295] [ 60/610] learning_rate: 0.000159 loss_vfl: 0.886725 loss_bbox: 0.382618 loss_dfl: 0.386478 loss: 1.645970 eta: 0:41:04 batch_cost: 0.7806 data_cost: 0.0002 ips: 61.4892 images/s [03/14 08:50:02] ppdet.engine INFO: Epoch: [295] [ 80/610] learning_rate: 0.000156 loss_vfl: 0.880982 loss_bbox: 0.412255 loss_dfl: 0.400428 loss: 1.678356 eta: 0:40:47 batch_cost: 0.7884 data_cost: 0.0003 ips: 60.8802 images/s [03/14 08:50:20] ppdet.engine INFO: Epoch: [295] [100/610] learning_rate: 0.000154 loss_vfl: 0.818753 loss_bbox: 0.372357 loss_dfl: 0.365901 loss: 1.558947 eta: 0:40:31 batch_cost: 0.7844 data_cost: 0.0003 ips: 61.1924 images/s [03/14 08:50:38] ppdet.engine INFO: Epoch: [295] [120/610] learning_rate: 0.000152 loss_vfl: 0.886626 loss_bbox: 0.383264 loss_dfl: 0.392636 loss: 1.654820 eta: 0:40:14 batch_cost: 0.7793 data_cost: 0.0010 ips: 61.5900 images/s [03/14 08:50:56] ppdet.engine INFO: Epoch: [295] [140/610] learning_rate: 0.000150 loss_vfl: 0.818099 loss_bbox: 0.351904 loss_dfl: 0.362957 loss: 1.540722 eta: 0:39:58 batch_cost: 0.7783 data_cost: 0.0003 ips: 61.6761 images/s [03/14 08:51:14] ppdet.engine INFO: Epoch: [295] [160/610] learning_rate: 0.000148 loss_vfl: 0.824371 loss_bbox: 0.372054 loss_dfl: 0.369546 loss: 1.563820 eta: 0:39:41 batch_cost: 0.8034 data_cost: 0.0003 ips: 59.7474 images/s [03/14 08:51:32] ppdet.engine INFO: Epoch: [295] [180/610] learning_rate: 0.000146 loss_vfl: 0.857151 loss_bbox: 0.404541 loss_dfl: 0.395384 loss: 1.651690 eta: 0:39:25 batch_cost: 0.7967 data_cost: 0.0003 ips: 60.2485 images/s [03/14 08:51:50] ppdet.engine INFO: Epoch: [295] [200/610] learning_rate: 0.000144 loss_vfl: 0.905211 loss_bbox: 0.400200 loss_dfl: 0.409167 loss: 1.710155 eta: 0:39:08 batch_cost: 0.7891 data_cost: 0.0003 ips: 60.8285 images/s [03/14 08:52:08] ppdet.engine INFO: Epoch: [295] [220/610] learning_rate: 0.000142 loss_vfl: 0.886957 loss_bbox: 0.390252 loss_dfl: 0.397547 loss: 1.662094 eta: 0:38:52 batch_cost: 0.8031 data_cost: 0.0003 ips: 59.7705 images/s [03/14 08:52:26] ppdet.engine INFO: Epoch: [295] [240/610] learning_rate: 0.000140 loss_vfl: 0.904350 loss_bbox: 0.399714 loss_dfl: 0.405916 loss: 1.703036 eta: 0:38:35 batch_cost: 0.7933 data_cost: 0.0003 ips: 60.5098 images/s [03/14 08:52:44] ppdet.engine INFO: Epoch: [295] [260/610] learning_rate: 0.000138 loss_vfl: 0.882223 loss_bbox: 0.390333 loss_dfl: 0.388484 loss: 1.644612 eta: 0:38:19 batch_cost: 0.8054 data_cost: 0.0009 ips: 59.6007 images/s [03/14 08:53:03] ppdet.engine INFO: Epoch: [295] [280/610] learning_rate: 0.000136 loss_vfl: 0.867927 loss_bbox: 0.397255 loss_dfl: 0.383961 loss: 1.635468 eta: 0:38:02 batch_cost: 0.8230 data_cost: 0.0005 ips: 58.3202 images/s [03/14 08:53:21] ppdet.engine INFO: Epoch: [295] [300/610] learning_rate: 0.000134 loss_vfl: 0.917205 loss_bbox: 0.417321 loss_dfl: 0.403531 loss: 1.715385 eta: 0:37:46 batch_cost: 0.8119 data_cost: 0.0003 ips: 59.1238 images/s [03/14 08:53:39] ppdet.engine INFO: Epoch: [295] [320/610] learning_rate: 0.000132 loss_vfl: 0.877828 loss_bbox: 0.389554 loss_dfl: 0.394704 loss: 1.684471 eta: 0:37:29 batch_cost: 0.8217 data_cost: 0.0008 ips: 58.4140 images/s [03/14 08:53:58] ppdet.engine INFO: Epoch: [295] [340/610] learning_rate: 0.000130 loss_vfl: 0.851817 loss_bbox: 0.383493 loss_dfl: 0.370399 loss: 1.578368 eta: 0:37:13 batch_cost: 0.8460 data_cost: 0.0003 ips: 56.7367 images/s [03/14 08:54:17] ppdet.engine INFO: Epoch: [295] [360/610] learning_rate: 0.000128 loss_vfl: 0.881447 loss_bbox: 0.397543 loss_dfl: 0.385136 loss: 1.638978 eta: 0:36:56 batch_cost: 0.8430 data_cost: 0.0009 ips: 56.9399 images/s [03/14 08:54:36] ppdet.engine INFO: Epoch: [295] [380/610] learning_rate: 0.000126 loss_vfl: 0.841570 loss_bbox: 0.376950 loss_dfl: 0.367364 loss: 1.586714 eta: 0:36:40 batch_cost: 0.8574 data_cost: 0.0003 ips: 55.9826 images/s [03/14 08:54:55] ppdet.engine INFO: Epoch: [295] [400/610] learning_rate: 0.000125 loss_vfl: 0.835458 loss_bbox: 0.389216 loss_dfl: 0.377476 loss: 1.579276 eta: 0:36:23 batch_cost: 0.8023 data_cost: 0.0003 ips: 59.8259 images/s [03/14 08:55:12] ppdet.engine INFO: Epoch: [295] [420/610] learning_rate: 0.000123 loss_vfl: 0.866527 loss_bbox: 0.383568 loss_dfl: 0.388062 loss: 1.625954 eta: 0:36:07 batch_cost: 0.7628 data_cost: 0.0019 ips: 62.9251 images/s [03/14 08:55:31] ppdet.engine INFO: Epoch: [295] [440/610] learning_rate: 0.000121 loss_vfl: 0.891530 loss_bbox: 0.393635 loss_dfl: 0.407751 loss: 1.714351 eta: 0:35:50 batch_cost: 0.8046 data_cost: 0.0008 ips: 59.6599 images/s [03/14 08:55:49] ppdet.engine INFO: Epoch: [295] [460/610] learning_rate: 0.000119 loss_vfl: 0.821469 loss_bbox: 0.365851 loss_dfl: 0.376634 loss: 1.577804 eta: 0:35:34 batch_cost: 0.8048 data_cost: 0.0003 ips: 59.6448 images/s [03/14 08:56:07] ppdet.engine INFO: Epoch: [295] [480/610] learning_rate: 0.000117 loss_vfl: 0.927575 loss_bbox: 0.422405 loss_dfl: 0.412498 loss: 1.760185 eta: 0:35:17 batch_cost: 0.8220 data_cost: 0.0003 ips: 58.3924 images/s [03/14 08:56:26] ppdet.engine INFO: Epoch: [295] [500/610] learning_rate: 0.000115 loss_vfl: 0.925392 loss_bbox: 0.412345 loss_dfl: 0.399019 loss: 1.741062 eta: 0:35:01 batch_cost: 0.8210 data_cost: 0.0014 ips: 58.4653 images/s [03/14 08:56:43] ppdet.engine INFO: Epoch: [295] [520/610] learning_rate: 0.000114 loss_vfl: 0.891682 loss_bbox: 0.398240 loss_dfl: 0.399823 loss: 1.696327 eta: 0:34:44 batch_cost: 0.7723 data_cost: 0.0003 ips: 62.1523 images/s [03/14 08:57:01] ppdet.engine INFO: Epoch: [295] [540/610] learning_rate: 0.000112 loss_vfl: 0.857492 loss_bbox: 0.398167 loss_dfl: 0.388503 loss: 1.634224 eta: 0:34:28 batch_cost: 0.8008 data_cost: 0.0003 ips: 59.9404 images/s [03/14 08:57:20] ppdet.engine INFO: Epoch: [295] [560/610] learning_rate: 0.000110 loss_vfl: 0.867606 loss_bbox: 0.392189 loss_dfl: 0.396082 loss: 1.653814 eta: 0:34:11 batch_cost: 0.8171 data_cost: 0.0008 ips: 58.7435 images/s [03/14 08:57:37] ppdet.engine INFO: Epoch: [295] [580/610] learning_rate: 0.000108 loss_vfl: 0.913005 loss_bbox: 0.415761 loss_dfl: 0.406794 loss: 1.755170 eta: 0:33:55 batch_cost: 0.7633 data_cost: 0.0003 ips: 62.8807 images/s [03/14 08:57:55] ppdet.engine INFO: Epoch: [295] [600/610] learning_rate: 0.000106 loss_vfl: 0.836384 loss_bbox: 0.375682 loss_dfl: 0.371019 loss: 1.566871 eta: 0:33:38 batch_cost: 0.8060 data_cost: 0.0010 ips: 59.5544 images/s [03/14 08:58:10] ppdet.engine INFO: Epoch: [296] [ 0/610] learning_rate: 0.000106 loss_vfl: 0.853468 loss_bbox: 0.393434 loss_dfl: 0.394431 loss: 1.634152 eta: 0:33:30 batch_cost: 1.0163 data_cost: 0.2820 ips: 47.2292 images/s [03/14 08:58:31] ppdet.engine INFO: Epoch: [296] [ 20/610] learning_rate: 0.000104 loss_vfl: 0.913846 loss_bbox: 0.400260 loss_dfl: 0.406795 loss: 1.714470 eta: 0:33:14 batch_cost: 0.8869 data_cost: 0.0009 ips: 54.1210 images/s [03/14 08:58:49] ppdet.engine INFO: Epoch: [296] [ 40/610] learning_rate: 0.000102 loss_vfl: 0.885483 loss_bbox: 0.385135 loss_dfl: 0.398356 loss: 1.645909 eta: 0:32:57 batch_cost: 0.8049 data_cost: 0.0003 ips: 59.6336 images/s [03/14 08:59:08] ppdet.engine INFO: Epoch: [296] [ 60/610] learning_rate: 0.000100 loss_vfl: 0.866347 loss_bbox: 0.380404 loss_dfl: 0.389617 loss: 1.646500 eta: 0:32:41 batch_cost: 0.8326 data_cost: 0.0002 ips: 57.6537 images/s [03/14 08:59:26] ppdet.engine INFO: Epoch: [296] [ 80/610] learning_rate: 0.000099 loss_vfl: 0.884591 loss_bbox: 0.401436 loss_dfl: 0.398689 loss: 1.691003 eta: 0:32:24 batch_cost: 0.8131 data_cost: 0.0003 ips: 59.0309 images/s [03/14 08:59:44] ppdet.engine INFO: Epoch: [296] [100/610] learning_rate: 0.000097 loss_vfl: 0.875470 loss_bbox: 0.406633 loss_dfl: 0.395684 loss: 1.679361 eta: 0:32:08 batch_cost: 0.7974 data_cost: 0.0003 ips: 60.1926 images/s [03/14 09:00:02] ppdet.engine INFO: Epoch: [296] [120/610] learning_rate: 0.000095 loss_vfl: 0.862835 loss_bbox: 0.392894 loss_dfl: 0.381330 loss: 1.643979 eta: 0:31:51 batch_cost: 0.8483 data_cost: 0.0021 ips: 56.5842 images/s [03/14 09:00:21] ppdet.engine INFO: Epoch: [296] [140/610] learning_rate: 0.000094 loss_vfl: 0.868645 loss_bbox: 0.393672 loss_dfl: 0.378063 loss: 1.635324 eta: 0:31:35 batch_cost: 0.8099 data_cost: 0.0003 ips: 59.2694 images/s [03/14 09:00:39] ppdet.engine INFO: Epoch: [296] [160/610] learning_rate: 0.000092 loss_vfl: 0.869505 loss_bbox: 0.369742 loss_dfl: 0.383991 loss: 1.611034 eta: 0:31:18 batch_cost: 0.7877 data_cost: 0.0020 ips: 60.9340 images/s [03/14 09:00:56] ppdet.engine INFO: Epoch: [296] [180/610] learning_rate: 0.000091 loss_vfl: 0.858777 loss_bbox: 0.360795 loss_dfl: 0.382706 loss: 1.590925 eta: 0:31:02 batch_cost: 0.7657 data_cost: 0.0010 ips: 62.6848 images/s [03/14 09:01:14] ppdet.engine INFO: Epoch: [296] [200/610] learning_rate: 0.000089 loss_vfl: 0.872744 loss_bbox: 0.378246 loss_dfl: 0.386141 loss: 1.625031 eta: 0:30:45 batch_cost: 0.8172 data_cost: 0.0003 ips: 58.7392 images/s [03/14 09:01:33] ppdet.engine INFO: Epoch: [296] [220/610] learning_rate: 0.000087 loss_vfl: 0.858339 loss_bbox: 0.374791 loss_dfl: 0.379708 loss: 1.606892 eta: 0:30:29 batch_cost: 0.7962 data_cost: 0.0003 ips: 60.2891 images/s [03/14 09:01:51] ppdet.engine INFO: Epoch: [296] [240/610] learning_rate: 0.000086 loss_vfl: 0.857861 loss_bbox: 0.384827 loss_dfl: 0.381133 loss: 1.627785 eta: 0:30:12 batch_cost: 0.8222 data_cost: 0.0003 ips: 58.3782 images/s [03/14 09:02:09] ppdet.engine INFO: Epoch: [296] [260/610] learning_rate: 0.000084 loss_vfl: 0.941381 loss_bbox: 0.423335 loss_dfl: 0.421888 loss: 1.778906 eta: 0:29:56 batch_cost: 0.7841 data_cost: 0.0003 ips: 61.2129 images/s [03/14 09:02:27] ppdet.engine INFO: Epoch: [296] [280/610] learning_rate: 0.000083 loss_vfl: 0.900266 loss_bbox: 0.413525 loss_dfl: 0.406285 loss: 1.729738 eta: 0:29:40 batch_cost: 0.7911 data_cost: 0.0010 ips: 60.6747 images/s [03/14 09:02:46] ppdet.engine INFO: Epoch: [296] [300/610] learning_rate: 0.000081 loss_vfl: 0.859344 loss_bbox: 0.384353 loss_dfl: 0.393102 loss: 1.639466 eta: 0:29:23 batch_cost: 0.8449 data_cost: 0.0006 ips: 56.8087 images/s [03/14 09:03:04] ppdet.engine INFO: Epoch: [296] [320/610] learning_rate: 0.000080 loss_vfl: 0.878706 loss_bbox: 0.403328 loss_dfl: 0.402066 loss: 1.691669 eta: 0:29:07 batch_cost: 0.7684 data_cost: 0.0003 ips: 62.4694 images/s [03/14 09:03:22] ppdet.engine INFO: Epoch: [296] [340/610] learning_rate: 0.000078 loss_vfl: 0.879221 loss_bbox: 0.391736 loss_dfl: 0.395853 loss: 1.645460 eta: 0:28:50 batch_cost: 0.7938 data_cost: 0.0003 ips: 60.4702 images/s [03/14 09:03:40] ppdet.engine INFO: Epoch: [296] [360/610] learning_rate: 0.000077 loss_vfl: 0.898964 loss_bbox: 0.396028 loss_dfl: 0.395428 loss: 1.669519 eta: 0:28:34 batch_cost: 0.7940 data_cost: 0.0003 ips: 60.4545 images/s [03/14 09:03:57] ppdet.engine INFO: Epoch: [296] [380/610] learning_rate: 0.000075 loss_vfl: 0.897914 loss_bbox: 0.412242 loss_dfl: 0.411388 loss: 1.722284 eta: 0:28:17 batch_cost: 0.7985 data_cost: 0.0003 ips: 60.1147 images/s [03/14 09:04:16] ppdet.engine INFO: Epoch: [296] [400/610] learning_rate: 0.000074 loss_vfl: 0.866479 loss_bbox: 0.396627 loss_dfl: 0.399532 loss: 1.668020 eta: 0:28:01 batch_cost: 0.8640 data_cost: 0.0008 ips: 55.5536 images/s [03/14 09:04:34] ppdet.engine INFO: Epoch: [296] [420/610] learning_rate: 0.000072 loss_vfl: 0.878016 loss_bbox: 0.389090 loss_dfl: 0.391321 loss: 1.659034 eta: 0:27:44 batch_cost: 0.7577 data_cost: 0.0009 ips: 63.3501 images/s [03/14 09:04:53] ppdet.engine INFO: Epoch: [296] [440/610] learning_rate: 0.000071 loss_vfl: 0.897894 loss_bbox: 0.401390 loss_dfl: 0.396948 loss: 1.702926 eta: 0:27:28 batch_cost: 0.8180 data_cost: 0.0003 ips: 58.6814 images/s [03/14 09:05:11] ppdet.engine INFO: Epoch: [296] [460/610] learning_rate: 0.000070 loss_vfl: 0.882979 loss_bbox: 0.406913 loss_dfl: 0.406845 loss: 1.699155 eta: 0:27:11 batch_cost: 0.8081 data_cost: 0.0003 ips: 59.3988 images/s [03/14 09:05:29] ppdet.engine INFO: Epoch: [296] [480/610] learning_rate: 0.000068 loss_vfl: 0.892586 loss_bbox: 0.409731 loss_dfl: 0.407250 loss: 1.729940 eta: 0:26:55 batch_cost: 0.8248 data_cost: 0.0013 ips: 58.1976 images/s [03/14 09:05:47] ppdet.engine INFO: Epoch: [296] [500/610] learning_rate: 0.000067 loss_vfl: 0.849041 loss_bbox: 0.384898 loss_dfl: 0.396224 loss: 1.646714 eta: 0:26:38 batch_cost: 0.8111 data_cost: 0.0003 ips: 59.1756 images/s [03/14 09:06:05] ppdet.engine INFO: Epoch: [296] [520/610] learning_rate: 0.000065 loss_vfl: 0.874406 loss_bbox: 0.395886 loss_dfl: 0.396029 loss: 1.672804 eta: 0:26:22 batch_cost: 0.8164 data_cost: 0.0003 ips: 58.7946 images/s [03/14 09:06:23] ppdet.engine INFO: Epoch: [296] [540/610] learning_rate: 0.000064 loss_vfl: 0.883859 loss_bbox: 0.381432 loss_dfl: 0.384760 loss: 1.654134 eta: 0:26:05 batch_cost: 0.7852 data_cost: 0.0003 ips: 61.1306 images/s [03/14 09:06:40] ppdet.engine INFO: Epoch: [296] [560/610] learning_rate: 0.000063 loss_vfl: 0.874073 loss_bbox: 0.377515 loss_dfl: 0.386052 loss: 1.647596 eta: 0:25:49 batch_cost: 0.7527 data_cost: 0.0011 ips: 63.7671 images/s [03/14 09:06:58] ppdet.engine INFO: Epoch: [296] [580/610] learning_rate: 0.000061 loss_vfl: 0.898017 loss_bbox: 0.401964 loss_dfl: 0.406747 loss: 1.707564 eta: 0:25:32 batch_cost: 0.7970 data_cost: 0.0017 ips: 60.2256 images/s [03/14 09:07:16] ppdet.engine INFO: Epoch: [296] [600/610] learning_rate: 0.000060 loss_vfl: 0.861773 loss_bbox: 0.388108 loss_dfl: 0.387591 loss: 1.611905 eta: 0:25:16 batch_cost: 0.7852 data_cost: 0.0003 ips: 61.1338 images/s [03/14 09:07:30] ppdet.engine INFO: Epoch: [297] [ 0/610] learning_rate: 0.000059 loss_vfl: 0.845251 loss_bbox: 0.389202 loss_dfl: 0.381127 loss: 1.604012 eta: 0:25:08 batch_cost: 1.0299 data_cost: 0.1763 ips: 46.6066 images/s [03/14 09:07:51] ppdet.engine INFO: Epoch: [297] [ 20/610] learning_rate: 0.000058 loss_vfl: 0.944878 loss_bbox: 0.434234 loss_dfl: 0.425299 loss: 1.802613 eta: 0:24:51 batch_cost: 0.9588 data_cost: 0.0003 ips: 50.0621 images/s [03/14 09:08:09] ppdet.engine INFO: Epoch: [297] [ 40/610] learning_rate: 0.000057 loss_vfl: 0.916515 loss_bbox: 0.413185 loss_dfl: 0.415422 loss: 1.745167 eta: 0:24:35 batch_cost: 0.7974 data_cost: 0.0003 ips: 60.1992 images/s [03/14 09:08:28] ppdet.engine INFO: Epoch: [297] [ 60/610] learning_rate: 0.000056 loss_vfl: 0.903182 loss_bbox: 0.409149 loss_dfl: 0.398792 loss: 1.705355 eta: 0:24:18 batch_cost: 0.8460 data_cost: 0.0003 ips: 56.7381 images/s [03/14 09:08:47] ppdet.engine INFO: Epoch: [297] [ 80/610] learning_rate: 0.000054 loss_vfl: 0.892251 loss_bbox: 0.400835 loss_dfl: 0.396248 loss: 1.700006 eta: 0:24:02 batch_cost: 0.8456 data_cost: 0.0003 ips: 56.7655 images/s [03/14 09:09:04] ppdet.engine INFO: Epoch: [297] [100/610] learning_rate: 0.000053 loss_vfl: 0.903694 loss_bbox: 0.407625 loss_dfl: 0.403313 loss: 1.712566 eta: 0:23:45 batch_cost: 0.7748 data_cost: 0.0004 ips: 61.9542 images/s [03/14 09:09:22] ppdet.engine INFO: Epoch: [297] [120/610] learning_rate: 0.000052 loss_vfl: 0.889843 loss_bbox: 0.404321 loss_dfl: 0.406845 loss: 1.736186 eta: 0:23:29 batch_cost: 0.8176 data_cost: 0.0003 ips: 58.7113 images/s [03/14 09:09:40] ppdet.engine INFO: Epoch: [297] [140/610] learning_rate: 0.000051 loss_vfl: 0.874204 loss_bbox: 0.401110 loss_dfl: 0.405237 loss: 1.670449 eta: 0:23:12 batch_cost: 0.7933 data_cost: 0.0003 ips: 60.5060 images/s [03/14 09:09:58] ppdet.engine INFO: Epoch: [297] [160/610] learning_rate: 0.000049 loss_vfl: 0.903691 loss_bbox: 0.395541 loss_dfl: 0.393944 loss: 1.706751 eta: 0:22:56 batch_cost: 0.7835 data_cost: 0.0003 ips: 61.2667 images/s [03/14 09:10:17] ppdet.engine INFO: Epoch: [297] [180/610] learning_rate: 0.000048 loss_vfl: 0.889521 loss_bbox: 0.393165 loss_dfl: 0.415848 loss: 1.733917 eta: 0:22:39 batch_cost: 0.8309 data_cost: 0.0004 ips: 57.7690 images/s [03/14 09:10:35] ppdet.engine INFO: Epoch: [297] [200/610] learning_rate: 0.000047 loss_vfl: 0.860083 loss_bbox: 0.399571 loss_dfl: 0.394323 loss: 1.647785 eta: 0:22:23 batch_cost: 0.7938 data_cost: 0.0003 ips: 60.4660 images/s [03/14 09:10:53] ppdet.engine INFO: Epoch: [297] [220/610] learning_rate: 0.000046 loss_vfl: 0.844071 loss_bbox: 0.388353 loss_dfl: 0.386401 loss: 1.637558 eta: 0:22:06 batch_cost: 0.7976 data_cost: 0.0003 ips: 60.1773 images/s [03/14 09:11:11] ppdet.engine INFO: Epoch: [297] [240/610] learning_rate: 0.000045 loss_vfl: 0.878709 loss_bbox: 0.405647 loss_dfl: 0.406559 loss: 1.695423 eta: 0:21:50 batch_cost: 0.8012 data_cost: 0.0003 ips: 59.9117 images/s [03/14 09:11:29] ppdet.engine INFO: Epoch: [297] [260/610] learning_rate: 0.000044 loss_vfl: 0.902130 loss_bbox: 0.404873 loss_dfl: 0.413119 loss: 1.721550 eta: 0:21:33 batch_cost: 0.7993 data_cost: 0.0003 ips: 60.0547 images/s [03/14 09:11:48] ppdet.engine INFO: Epoch: [297] [280/610] learning_rate: 0.000043 loss_vfl: 0.840581 loss_bbox: 0.374717 loss_dfl: 0.371116 loss: 1.550380 eta: 0:21:17 batch_cost: 0.8114 data_cost: 0.0003 ips: 59.1597 images/s [03/14 09:12:06] ppdet.engine INFO: Epoch: [297] [300/610] learning_rate: 0.000042 loss_vfl: 0.861986 loss_bbox: 0.377920 loss_dfl: 0.376340 loss: 1.610376 eta: 0:21:00 batch_cost: 0.7971 data_cost: 0.0003 ips: 60.2173 images/s [03/14 09:12:24] ppdet.engine INFO: Epoch: [297] [320/610] learning_rate: 0.000040 loss_vfl: 0.875207 loss_bbox: 0.393468 loss_dfl: 0.398632 loss: 1.673366 eta: 0:20:44 batch_cost: 0.7922 data_cost: 0.0003 ips: 60.5913 images/s [03/14 09:12:42] ppdet.engine INFO: Epoch: [297] [340/610] learning_rate: 0.000039 loss_vfl: 0.910625 loss_bbox: 0.417458 loss_dfl: 0.423076 loss: 1.748884 eta: 0:20:27 batch_cost: 0.8234 data_cost: 0.0009 ips: 58.2962 images/s [03/14 09:13:00] ppdet.engine INFO: Epoch: [297] [360/610] learning_rate: 0.000038 loss_vfl: 0.895715 loss_bbox: 0.405425 loss_dfl: 0.402653 loss: 1.688843 eta: 0:20:11 batch_cost: 0.7970 data_cost: 0.0003 ips: 60.2271 images/s [03/14 09:13:18] ppdet.engine INFO: Epoch: [297] [380/610] learning_rate: 0.000037 loss_vfl: 0.908284 loss_bbox: 0.429715 loss_dfl: 0.411774 loss: 1.770773 eta: 0:19:54 batch_cost: 0.8331 data_cost: 0.0003 ips: 57.6131 images/s [03/14 09:13:37] ppdet.engine INFO: Epoch: [297] [400/610] learning_rate: 0.000036 loss_vfl: 0.880424 loss_bbox: 0.392736 loss_dfl: 0.392886 loss: 1.658334 eta: 0:19:38 batch_cost: 0.8406 data_cost: 0.0003 ips: 57.1033 images/s [03/14 09:13:55] ppdet.engine INFO: Epoch: [297] [420/610] learning_rate: 0.000035 loss_vfl: 0.861963 loss_bbox: 0.382928 loss_dfl: 0.386205 loss: 1.628872 eta: 0:19:21 batch_cost: 0.8291 data_cost: 0.0003 ips: 57.8960 images/s [03/14 09:14:14] ppdet.engine INFO: Epoch: [297] [440/610] learning_rate: 0.000034 loss_vfl: 0.882588 loss_bbox: 0.410690 loss_dfl: 0.394940 loss: 1.686611 eta: 0:19:05 batch_cost: 0.8265 data_cost: 0.0015 ips: 58.0793 images/s [03/14 09:14:32] ppdet.engine INFO: Epoch: [297] [460/610] learning_rate: 0.000033 loss_vfl: 0.881055 loss_bbox: 0.408341 loss_dfl: 0.403309 loss: 1.690772 eta: 0:18:48 batch_cost: 0.8275 data_cost: 0.0003 ips: 58.0081 images/s [03/14 09:14:49] ppdet.engine INFO: Epoch: [297] [480/610] learning_rate: 0.000032 loss_vfl: 0.893450 loss_bbox: 0.413751 loss_dfl: 0.408260 loss: 1.716537 eta: 0:18:32 batch_cost: 0.7714 data_cost: 0.0003 ips: 62.2260 images/s [03/14 09:15:07] ppdet.engine INFO: Epoch: [297] [500/610] learning_rate: 0.000031 loss_vfl: 0.931881 loss_bbox: 0.410110 loss_dfl: 0.412731 loss: 1.790349 eta: 0:18:15 batch_cost: 0.7860 data_cost: 0.0023 ips: 61.0676 images/s [03/14 09:15:25] ppdet.engine INFO: Epoch: [297] [520/610] learning_rate: 0.000030 loss_vfl: 0.831668 loss_bbox: 0.379206 loss_dfl: 0.376312 loss: 1.601068 eta: 0:17:59 batch_cost: 0.7910 data_cost: 0.0017 ips: 60.6804 images/s [03/14 09:15:43] ppdet.engine INFO: Epoch: [297] [540/610] learning_rate: 0.000030 loss_vfl: 0.849224 loss_bbox: 0.387774 loss_dfl: 0.395122 loss: 1.632944 eta: 0:17:42 batch_cost: 0.7958 data_cost: 0.0003 ips: 60.3185 images/s [03/14 09:16:01] ppdet.engine INFO: Epoch: [297] [560/610] learning_rate: 0.000029 loss_vfl: 0.902282 loss_bbox: 0.404967 loss_dfl: 0.404474 loss: 1.731974 eta: 0:17:26 batch_cost: 0.8414 data_cost: 0.0014 ips: 57.0507 images/s [03/14 09:16:19] ppdet.engine INFO: Epoch: [297] [580/610] learning_rate: 0.000028 loss_vfl: 0.898767 loss_bbox: 0.403824 loss_dfl: 0.396098 loss: 1.669007 eta: 0:17:10 batch_cost: 0.7879 data_cost: 0.0003 ips: 60.9179 images/s [03/14 09:16:37] ppdet.engine INFO: Epoch: [297] [600/610] learning_rate: 0.000027 loss_vfl: 0.888880 loss_bbox: 0.402477 loss_dfl: 0.406385 loss: 1.704127 eta: 0:16:53 batch_cost: 0.7928 data_cost: 0.0003 ips: 60.5428 images/s [03/14 09:16:51] ppdet.engine INFO: Epoch: [298] [ 0/610] learning_rate: 0.000026 loss_vfl: 0.926035 loss_bbox: 0.416093 loss_dfl: 0.418212 loss: 1.756780 eta: 0:16:45 batch_cost: 0.9738 data_cost: 0.1471 ips: 49.2917 images/s [03/14 09:17:11] ppdet.engine INFO: Epoch: [298] [ 20/610] learning_rate: 0.000026 loss_vfl: 0.847255 loss_bbox: 0.384408 loss_dfl: 0.383667 loss: 1.609268 eta: 0:16:28 batch_cost: 0.8509 data_cost: 0.0003 ips: 56.4081 images/s [03/14 09:17:29] ppdet.engine INFO: Epoch: [298] [ 40/610] learning_rate: 0.000025 loss_vfl: 0.901191 loss_bbox: 0.399137 loss_dfl: 0.396865 loss: 1.686667 eta: 0:16:12 batch_cost: 0.7756 data_cost: 0.0002 ips: 61.8899 images/s [03/14 09:17:47] ppdet.engine INFO: Epoch: [298] [ 60/610] learning_rate: 0.000024 loss_vfl: 0.889021 loss_bbox: 0.391845 loss_dfl: 0.404039 loss: 1.698150 eta: 0:15:55 batch_cost: 0.8223 data_cost: 0.0012 ips: 58.3705 images/s [03/14 09:18:07] ppdet.engine INFO: Epoch: [298] [ 80/610] learning_rate: 0.000023 loss_vfl: 0.851215 loss_bbox: 0.375909 loss_dfl: 0.379495 loss: 1.642877 eta: 0:15:39 batch_cost: 0.8830 data_cost: 0.0009 ips: 54.3621 images/s [03/14 09:18:24] ppdet.engine INFO: Epoch: [298] [100/610] learning_rate: 0.000022 loss_vfl: 0.907047 loss_bbox: 0.410275 loss_dfl: 0.402886 loss: 1.705200 eta: 0:15:22 batch_cost: 0.7874 data_cost: 0.0003 ips: 60.9634 images/s [03/14 09:18:43] ppdet.engine INFO: Epoch: [298] [120/610] learning_rate: 0.000021 loss_vfl: 0.881257 loss_bbox: 0.409128 loss_dfl: 0.395292 loss: 1.690775 eta: 0:15:06 batch_cost: 0.8450 data_cost: 0.0003 ips: 56.8027 images/s [03/14 09:19:01] ppdet.engine INFO: Epoch: [298] [140/610] learning_rate: 0.000021 loss_vfl: 0.892712 loss_bbox: 0.416844 loss_dfl: 0.412893 loss: 1.747484 eta: 0:14:49 batch_cost: 0.8230 data_cost: 0.0009 ips: 58.3217 images/s [03/14 09:19:20] ppdet.engine INFO: Epoch: [298] [160/610] learning_rate: 0.000020 loss_vfl: 0.876130 loss_bbox: 0.390315 loss_dfl: 0.400111 loss: 1.664953 eta: 0:14:33 batch_cost: 0.8275 data_cost: 0.0009 ips: 58.0073 images/s [03/14 09:19:38] ppdet.engine INFO: Epoch: [298] [180/610] learning_rate: 0.000019 loss_vfl: 0.862987 loss_bbox: 0.380946 loss_dfl: 0.385246 loss: 1.628270 eta: 0:14:17 batch_cost: 0.8267 data_cost: 0.0009 ips: 58.0593 images/s [03/14 09:19:56] ppdet.engine INFO: Epoch: [298] [200/610] learning_rate: 0.000018 loss_vfl: 0.866703 loss_bbox: 0.393527 loss_dfl: 0.399549 loss: 1.657773 eta: 0:14:00 batch_cost: 0.7671 data_cost: 0.0016 ips: 62.5704 images/s [03/14 09:20:15] ppdet.engine INFO: Epoch: [298] [220/610] learning_rate: 0.000018 loss_vfl: 0.836801 loss_bbox: 0.376547 loss_dfl: 0.371205 loss: 1.578118 eta: 0:13:44 batch_cost: 0.8646 data_cost: 0.0003 ips: 55.5155 images/s [03/14 09:20:33] ppdet.engine INFO: Epoch: [298] [240/610] learning_rate: 0.000017 loss_vfl: 0.909205 loss_bbox: 0.411537 loss_dfl: 0.402604 loss: 1.708668 eta: 0:13:27 batch_cost: 0.8338 data_cost: 0.0010 ips: 57.5700 images/s [03/14 09:20:52] ppdet.engine INFO: Epoch: [298] [260/610] learning_rate: 0.000016 loss_vfl: 0.853734 loss_bbox: 0.392561 loss_dfl: 0.386323 loss: 1.618461 eta: 0:13:11 batch_cost: 0.8205 data_cost: 0.0012 ips: 58.5006 images/s [03/14 09:21:10] ppdet.engine INFO: Epoch: [298] [280/610] learning_rate: 0.000016 loss_vfl: 0.887527 loss_bbox: 0.398848 loss_dfl: 0.409552 loss: 1.721389 eta: 0:12:54 batch_cost: 0.8328 data_cost: 0.0003 ips: 57.6343 images/s [03/14 09:21:29] ppdet.engine INFO: Epoch: [298] [300/610] learning_rate: 0.000015 loss_vfl: 0.866381 loss_bbox: 0.394624 loss_dfl: 0.399596 loss: 1.649432 eta: 0:12:38 batch_cost: 0.8159 data_cost: 0.0009 ips: 58.8309 images/s [03/14 09:21:47] ppdet.engine INFO: Epoch: [298] [320/610] learning_rate: 0.000014 loss_vfl: 0.908492 loss_bbox: 0.410157 loss_dfl: 0.411572 loss: 1.730849 eta: 0:12:21 batch_cost: 0.8064 data_cost: 0.0003 ips: 59.5236 images/s [03/14 09:22:05] ppdet.engine INFO: Epoch: [298] [340/610] learning_rate: 0.000014 loss_vfl: 0.871747 loss_bbox: 0.392784 loss_dfl: 0.404663 loss: 1.672306 eta: 0:12:05 batch_cost: 0.7971 data_cost: 0.0010 ips: 60.2161 images/s [03/14 09:22:24] ppdet.engine INFO: Epoch: [298] [360/610] learning_rate: 0.000013 loss_vfl: 0.855436 loss_bbox: 0.391015 loss_dfl: 0.393797 loss: 1.653511 eta: 0:11:48 batch_cost: 0.8347 data_cost: 0.0003 ips: 57.5034 images/s [03/14 09:22:42] ppdet.engine INFO: Epoch: [298] [380/610] learning_rate: 0.000013 loss_vfl: 0.819329 loss_bbox: 0.384723 loss_dfl: 0.377307 loss: 1.575979 eta: 0:11:32 batch_cost: 0.7944 data_cost: 0.0008 ips: 60.4193 images/s [03/14 09:23:00] ppdet.engine INFO: Epoch: [298] [400/610] learning_rate: 0.000012 loss_vfl: 0.907873 loss_bbox: 0.394466 loss_dfl: 0.403710 loss: 1.691139 eta: 0:11:15 batch_cost: 0.7780 data_cost: 0.0004 ips: 61.6931 images/s [03/14 09:23:19] ppdet.engine INFO: Epoch: [298] [420/610] learning_rate: 0.000011 loss_vfl: 0.913840 loss_bbox: 0.410474 loss_dfl: 0.411797 loss: 1.755647 eta: 0:10:59 batch_cost: 0.8239 data_cost: 0.0003 ips: 58.2621 images/s [03/14 09:23:38] ppdet.engine INFO: Epoch: [298] [440/610] learning_rate: 0.000011 loss_vfl: 0.898261 loss_bbox: 0.397543 loss_dfl: 0.408829 loss: 1.702139 eta: 0:10:42 batch_cost: 0.8388 data_cost: 0.0008 ips: 57.2212 images/s [03/14 09:23:56] ppdet.engine INFO: Epoch: [298] [460/610] learning_rate: 0.000010 loss_vfl: 0.910247 loss_bbox: 0.416671 loss_dfl: 0.407894 loss: 1.723878 eta: 0:10:26 batch_cost: 0.8035 data_cost: 0.0003 ips: 59.7374 images/s [03/14 09:24:14] ppdet.engine INFO: Epoch: [298] [480/610] learning_rate: 0.000010 loss_vfl: 0.824003 loss_bbox: 0.373458 loss_dfl: 0.369106 loss: 1.549217 eta: 0:10:09 batch_cost: 0.7584 data_cost: 0.0010 ips: 63.2879 images/s [03/14 09:24:32] ppdet.engine INFO: Epoch: [298] [500/610] learning_rate: 0.000009 loss_vfl: 0.940306 loss_bbox: 0.421131 loss_dfl: 0.426075 loss: 1.790607 eta: 0:09:53 batch_cost: 0.8402 data_cost: 0.0003 ips: 57.1320 images/s [03/14 09:24:51] ppdet.engine INFO: Epoch: [298] [520/610] learning_rate: 0.000009 loss_vfl: 0.886934 loss_bbox: 0.385576 loss_dfl: 0.395172 loss: 1.665148 eta: 0:09:36 batch_cost: 0.8437 data_cost: 0.0003 ips: 56.8942 images/s [03/14 09:25:09] ppdet.engine INFO: Epoch: [298] [540/610] learning_rate: 0.000008 loss_vfl: 0.905877 loss_bbox: 0.407742 loss_dfl: 0.414617 loss: 1.765747 eta: 0:09:20 batch_cost: 0.7908 data_cost: 0.0017 ips: 60.7010 images/s [03/14 09:25:28] ppdet.engine INFO: Epoch: [298] [560/610] learning_rate: 0.000008 loss_vfl: 0.893087 loss_bbox: 0.400423 loss_dfl: 0.408777 loss: 1.708376 eta: 0:09:03 batch_cost: 0.8299 data_cost: 0.0010 ips: 57.8350 images/s [03/14 09:25:46] ppdet.engine INFO: Epoch: [298] [580/610] learning_rate: 0.000007 loss_vfl: 0.852435 loss_bbox: 0.373339 loss_dfl: 0.370579 loss: 1.603709 eta: 0:08:47 batch_cost: 0.7809 data_cost: 0.0003 ips: 61.4639 images/s [03/14 09:26:03] ppdet.engine INFO: Epoch: [298] [600/610] learning_rate: 0.000007 loss_vfl: 0.895407 loss_bbox: 0.392207 loss_dfl: 0.393380 loss: 1.690111 eta: 0:08:30 batch_cost: 0.7911 data_cost: 0.0003 ips: 60.6741 images/s [03/14 09:26:17] ppdet.engine INFO: Epoch: [299] [ 0/610] learning_rate: 0.000007 loss_vfl: 0.853572 loss_bbox: 0.387958 loss_dfl: 0.385311 loss: 1.642685 eta: 0:08:22 batch_cost: 1.0128 data_cost: 0.1866 ips: 47.3927 images/s [03/14 09:26:37] ppdet.engine INFO: Epoch: [299] [ 20/610] learning_rate: 0.000006 loss_vfl: 0.848024 loss_bbox: 0.376194 loss_dfl: 0.382702 loss: 1.605307 eta: 0:08:06 batch_cost: 0.8788 data_cost: 0.0010 ips: 54.6199 images/s [03/14 09:26:56] ppdet.engine INFO: Epoch: [299] [ 40/610] learning_rate: 0.000006 loss_vfl: 0.889914 loss_bbox: 0.417676 loss_dfl: 0.403374 loss: 1.708693 eta: 0:07:49 batch_cost: 0.8194 data_cost: 0.0004 ips: 58.5795 images/s [03/14 09:27:15] ppdet.engine INFO: Epoch: [299] [ 60/610] learning_rate: 0.000005 loss_vfl: 0.899774 loss_bbox: 0.412494 loss_dfl: 0.417632 loss: 1.735087 eta: 0:07:33 batch_cost: 0.8478 data_cost: 0.0003 ips: 56.6145 images/s [03/14 09:27:33] ppdet.engine INFO: Epoch: [299] [ 80/610] learning_rate: 0.000005 loss_vfl: 0.906068 loss_bbox: 0.422209 loss_dfl: 0.413491 loss: 1.744120 eta: 0:07:16 batch_cost: 0.7874 data_cost: 0.0003 ips: 60.9581 images/s [03/14 09:27:51] ppdet.engine INFO: Epoch: [299] [100/610] learning_rate: 0.000005 loss_vfl: 0.885795 loss_bbox: 0.394030 loss_dfl: 0.398963 loss: 1.688244 eta: 0:07:00 batch_cost: 0.8146 data_cost: 0.0003 ips: 58.9263 images/s [03/14 09:28:10] ppdet.engine INFO: Epoch: [299] [120/610] learning_rate: 0.000004 loss_vfl: 0.878983 loss_bbox: 0.399850 loss_dfl: 0.389783 loss: 1.667835 eta: 0:06:43 batch_cost: 0.8253 data_cost: 0.0007 ips: 58.1601 images/s [03/14 09:28:28] ppdet.engine INFO: Epoch: [299] [140/610] learning_rate: 0.000004 loss_vfl: 0.856101 loss_bbox: 0.384525 loss_dfl: 0.390100 loss: 1.622140 eta: 0:06:27 batch_cost: 0.8345 data_cost: 0.0003 ips: 57.5179 images/s [03/14 09:28:46] ppdet.engine INFO: Epoch: [299] [160/610] learning_rate: 0.000004 loss_vfl: 0.878567 loss_bbox: 0.393382 loss_dfl: 0.397855 loss: 1.678097 eta: 0:06:10 batch_cost: 0.8191 data_cost: 0.0003 ips: 58.6006 images/s [03/14 09:29:05] ppdet.engine INFO: Epoch: [299] [180/610] learning_rate: 0.000003 loss_vfl: 0.849802 loss_bbox: 0.391878 loss_dfl: 0.384867 loss: 1.644773 eta: 0:05:54 batch_cost: 0.8102 data_cost: 0.0005 ips: 59.2445 images/s [03/14 09:29:22] ppdet.engine INFO: Epoch: [299] [200/610] learning_rate: 0.000003 loss_vfl: 0.890345 loss_bbox: 0.400277 loss_dfl: 0.407187 loss: 1.695312 eta: 0:05:37 batch_cost: 0.7499 data_cost: 0.0003 ips: 64.0045 images/s [03/14 09:29:40] ppdet.engine INFO: Epoch: [299] [220/610] learning_rate: 0.000003 loss_vfl: 0.818864 loss_bbox: 0.382148 loss_dfl: 0.378662 loss: 1.579589 eta: 0:05:21 batch_cost: 0.7825 data_cost: 0.0009 ips: 61.3412 images/s [03/14 09:29:58] ppdet.engine INFO: Epoch: [299] [240/610] learning_rate: 0.000002 loss_vfl: 0.861905 loss_bbox: 0.382615 loss_dfl: 0.387856 loss: 1.626950 eta: 0:05:04 batch_cost: 0.8001 data_cost: 0.0003 ips: 59.9955 images/s [03/14 09:30:16] ppdet.engine INFO: Epoch: [299] [260/610] learning_rate: 0.000002 loss_vfl: 0.886192 loss_bbox: 0.416779 loss_dfl: 0.404310 loss: 1.697095 eta: 0:04:48 batch_cost: 0.7885 data_cost: 0.0009 ips: 60.8716 images/s [03/14 09:30:34] ppdet.engine INFO: Epoch: [299] [280/610] learning_rate: 0.000002 loss_vfl: 0.887930 loss_bbox: 0.390114 loss_dfl: 0.402450 loss: 1.682280 eta: 0:04:31 batch_cost: 0.7413 data_cost: 0.0033 ips: 64.7492 images/s [03/14 09:30:53] ppdet.engine INFO: Epoch: [299] [300/610] learning_rate: 0.000002 loss_vfl: 0.860181 loss_bbox: 0.390748 loss_dfl: 0.386927 loss: 1.653522 eta: 0:04:15 batch_cost: 0.8506 data_cost: 0.0009 ips: 56.4309 images/s [03/14 09:31:11] ppdet.engine INFO: Epoch: [299] [320/610] learning_rate: 0.000001 loss_vfl: 0.844047 loss_bbox: 0.373712 loss_dfl: 0.378906 loss: 1.583002 eta: 0:03:58 batch_cost: 0.8080 data_cost: 0.0003 ips: 59.4073 images/s [03/14 09:31:30] ppdet.engine INFO: Epoch: [299] [340/610] learning_rate: 0.000001 loss_vfl: 0.856710 loss_bbox: 0.379705 loss_dfl: 0.382270 loss: 1.613381 eta: 0:03:42 batch_cost: 0.8250 data_cost: 0.0009 ips: 58.1832 images/s [03/14 09:31:49] ppdet.engine INFO: Epoch: [299] [360/610] learning_rate: 0.000001 loss_vfl: 0.911514 loss_bbox: 0.421641 loss_dfl: 0.415380 loss: 1.758637 eta: 0:03:26 batch_cost: 0.8423 data_cost: 0.0006 ips: 56.9846 images/s [03/14 09:32:07] ppdet.engine INFO: Epoch: [299] [380/610] learning_rate: 0.000001 loss_vfl: 0.871714 loss_bbox: 0.410819 loss_dfl: 0.398244 loss: 1.651729 eta: 0:03:09 batch_cost: 0.8408 data_cost: 0.0003 ips: 57.0913 images/s [03/14 09:32:25] ppdet.engine INFO: Epoch: [299] [400/610] learning_rate: 0.000001 loss_vfl: 0.863806 loss_bbox: 0.382044 loss_dfl: 0.394757 loss: 1.641553 eta: 0:02:53 batch_cost: 0.8047 data_cost: 0.0003 ips: 59.6500 images/s [03/14 09:32:43] ppdet.engine INFO: Epoch: [299] [420/610] learning_rate: 0.000001 loss_vfl: 0.900787 loss_bbox: 0.413645 loss_dfl: 0.410718 loss: 1.745020 eta: 0:02:36 batch_cost: 0.8365 data_cost: 0.0003 ips: 57.3815 images/s [03/14 09:33:02] ppdet.engine INFO: Epoch: [299] [440/610] learning_rate: 0.000001 loss_vfl: 0.804812 loss_bbox: 0.360123 loss_dfl: 0.373786 loss: 1.544459 eta: 0:02:20 batch_cost: 0.8376 data_cost: 0.0022 ips: 57.3089 images/s [03/14 09:33:20] ppdet.engine INFO: Epoch: [299] [460/610] learning_rate: 0.000000 loss_vfl: 0.854004 loss_bbox: 0.382685 loss_dfl: 0.400330 loss: 1.657096 eta: 0:02:03 batch_cost: 0.8215 data_cost: 0.0003 ips: 58.4310 images/s [03/14 09:33:39] ppdet.engine INFO: Epoch: [299] [480/610] learning_rate: 0.000000 loss_vfl: 0.968253 loss_bbox: 0.441200 loss_dfl: 0.432945 loss: 1.839986 eta: 0:01:47 batch_cost: 0.8258 data_cost: 0.0003 ips: 58.1230 images/s [03/14 09:33:56] ppdet.engine INFO: Epoch: [299] [500/610] learning_rate: 0.000000 loss_vfl: 0.894201 loss_bbox: 0.406960 loss_dfl: 0.397310 loss: 1.708467 eta: 0:01:30 batch_cost: 0.8067 data_cost: 0.0003 ips: 59.4995 images/s [03/14 09:34:15] ppdet.engine INFO: Epoch: [299] [520/610] learning_rate: 0.000000 loss_vfl: 0.854402 loss_bbox: 0.409405 loss_dfl: 0.402145 loss: 1.659036 eta: 0:01:14 batch_cost: 0.8492 data_cost: 0.0003 ips: 56.5228 images/s [03/14 09:34:35] ppdet.engine INFO: Epoch: [299] [540/610] learning_rate: 0.000000 loss_vfl: 0.888245 loss_bbox: 0.391734 loss_dfl: 0.405318 loss: 1.664153 eta: 0:00:57 batch_cost: 0.8403 data_cost: 0.0003 ips: 57.1206 images/s [03/14 09:34:54] ppdet.engine INFO: Epoch: [299] [560/610] learning_rate: 0.000000 loss_vfl: 0.896068 loss_bbox: 0.404438 loss_dfl: 0.405021 loss: 1.726389 eta: 0:00:41 batch_cost: 0.8299 data_cost: 0.0015 ips: 57.8412 images/s [03/14 09:35:11] ppdet.engine INFO: Epoch: [299] [580/610] learning_rate: 0.000000 loss_vfl: 0.818910 loss_bbox: 0.364828 loss_dfl: 0.380663 loss: 1.565343 eta: 0:00:24 batch_cost: 0.7549 data_cost: 0.0013 ips: 63.5822 images/s [03/14 09:35:29] ppdet.engine INFO: Epoch: [299] [600/610] learning_rate: 0.000000 loss_vfl: 0.929176 loss_bbox: 0.423067 loss_dfl: 0.417406 loss: 1.766272 eta: 0:00:08 batch_cost: 0.8053 data_cost: 0.0003 ips: 59.6019 images/s [03/14 09:35:37] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_s_416_coco [03/14 09:35:37] ppdet.utils.checkpoint INFO: Save checkpoint: output/picodet_s_416_coco [03/14 09:35:37] ppdet.engine INFO: Eval iter: 0 [03/14 09:35:51] ppdet.engine INFO: Eval iter: 100 [03/14 09:36:01] ppdet.engine INFO: Eval iter: 200 [03/14 09:36:11] ppdet.engine INFO: Eval iter: 300 [03/14 09:36:22] ppdet.engine INFO: Eval iter: 400 INFO 2022-03-14 09:39:04,912 launch.py:311] Local processes completed. [03/14 09:36:32] ppdet.engine INFO: Eval iter: 500 [03/14 09:36:42] ppdet.engine INFO: Eval iter: 600 [03/14 09:36:58] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json. loading annotations into memory... Done (t=0.93s) creating index... index created! [03/14 09:37:00] ppdet.metrics.coco_utils INFO: Start evaluate... Loading and preparing results... DONE (t=4.74s) creating index... index created! Running per image evaluation... Evaluate annotation type *bbox* DONE (t=96.59s). Accumulating evaluation results... DONE (t=17.61s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.323 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.475 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.341 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.118 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 ] = 0.530 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.287 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.455 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.484 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.214 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.540 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.732 [03/14 09:39:01] ppdet.engine INFO: Total sample number: 4952, averge FPS: 72.46388214296472 [03/14 09:39:01] ppdet.engine INFO: Best test bbox ap is 0.325.